diff --git a/README.md b/README.md index e04f0773b..f69d98ad0 100644 --- a/README.md +++ b/README.md @@ -2,10 +2,10 @@ ![dandelion_logo](notebooks/img/dandelion_logo.png) -Version = 0.0.17 +Version = 0.0.21 ## Intro -Hi there! I have put together a python package for analyzing single cell BCR/V(D)J data from 10x Genomics 5' solution! It streamlines the pre-processing of immcantation tools for single-cell BCR analysis and includes a couple of functions for visualization. +Hi there! I have put together a python package for analyzing single cell BCR/V(D)J data from 10x Genomics 5' solution! It streamlines the pre-processing, leveraging some tools from immcantation suite, and integrates with scanpy/anndata for single-cell BCR analysis. It also includes a couple of functions for visualization. Overview @@ -26,15 +26,17 @@ I would reccomend instaling this in order: ```bash # in bash/zsh terminal # create a conda environment with specific modules -conda create --name dandelion python=3.7 +conda create --name dandelion python=3.7 conda activate dandelion -# the following two are what's required by scanpy +# the following are normal installation intructions for scanpy conda install seaborn scikit-learn statsmodels numba pytables -conda install -c conda-forge python-igraph leidenalg +conda install -c conda-forge python-igraph leidenalg +pip install scanpy + # these are required by dandelion -conda install distance scikit-bio joblib plotnine jupyter adjustText -conda install -c bioconda igblast blast changeo presto +conda install -c conda-forge distance joblib plotnine adjustText jupyter +conda install -c bioconda igblast blast # if this doesn't work, download them manually (see below) conda install -c conda-forge rpy2 # or pip install rpy2 # If it fails because it's compiling using clang, first, work out where the path is to your gcc compiler (use brew to install gcc if needed): @@ -42,8 +44,6 @@ conda install -c conda-forge rpy2 # env CC=/path/to/location/of/bin/gcc-9 pip install rpy2 # Use pip to install the following with --no-cache-dir --upgrade if necessary -pip install networkx polyleven scrublet scanpy - # and then lastly install this pip install git+https://github.com/zktuong/dandelion.git @@ -51,7 +51,7 @@ pip install git+https://github.com/zktuong/dandelion.git pip install git+https://github.com/zktuong/dandelion.git@devel ```` -dandelion also requires some R packages intalled. +`dandelion` also requires some R packages intalled. ```R # in R install.packages(c("optparse", "alakazam", "tigger", "airr", "shazam")) @@ -59,8 +59,7 @@ install.packages(c("optparse", "alakazam", "tigger", "airr", "shazam")) or the following if using conda to manage R: ```bash # in bash/zsh terminal -conda install -c bioconda r-optparse -conda install -c conda-forge r-alakazam r-tigger r-airr r-shazam +conda install -c conda-forge r-optparse r-alakazam r-tigger r-airr r-shazam ``` The package should now be properly installed and when starting up jupyter notebook in the virtual environment, the kernel `python3` should work. Otherwise, you might need to add it manually: @@ -74,6 +73,7 @@ Last but not least, you will need to download the database folder in this reposi So for example, if I unpack into `~/Documents` ```bash +# in bash/zsh terminal # set up environmental variables in ~/.bash_profile export GERMLINE=~/Documents/dandelion/database/germlines/ export IGDATA=~/Documents/dandelion/database/igblast/ @@ -83,30 +83,28 @@ export BLASTDB=~/Documents/dandelion/database/blast/ ## External softwares While blast and igblast executables are managed through conda, you can also download [igblast](https://ftp.ncbi.nih.gov/blast/executables/igblast/release/LATEST/) and [blast+](https://ftp.ncbi.nlm.nih.gov/blast/executables/blast+/LATEST/) manually, and store the softwares somewhere accessible. Just make sure to set the paths to them appropriately. ```bash +# in bash/zsh terminal # unpack where relevant and export the path to the softwares, e.g. ~/Documents/ echo 'export PATH=~/Documents/software/bin:$PATH' >> ~/.bash_profile source ~/.bash_profile ``` -## Requirements +## Basic Requirements Python packages ```python # conda -python==3.7.6 (conda-forge) -numpy==1.18.4 (conda-forge) -pandas==1.0.3 (conda-forge) -distance==0.1.3 (conda-forge) +python>=3.7,<3.8 (conda-forge) +numpy>=1.18.4 (conda-forge) +pandas>=1.0.3 (conda-forge) +distance>=0.1.3 (conda-forge) joblib==0.14.1 (conda-forge) jupyter==1.0.0 (conda-forge) -scikit-learn==0.23.0 (conda-forge) -numba==0.48.0 (conda-forge) +scikit-learn>=0.23.0 (conda-forge) +numba>=0.48.0 (conda-forge) pytables==3.6.1 (conda-forge) -seaborn==0.10.1 (conda-forge) -leidenalg==0.8.0 (conda-forge) -plotnine==0.6.0 (conda-forge) -scikit-bio==0.5.6 (conda-forge) -changeo==1.0.0 (bioconda) -presto==0.6.0 (bioconda) +seaborn>=0.10.1 (conda-forge) +leidenalg>=0.8.0 (conda-forge) +plotnine>=0.6.0 (conda-forge) # Other executables (through conda) blast>=2.10.0 (bioconda) # depends on the database version as well @@ -115,7 +113,10 @@ igblast==1.15.0 (bioconda) # pip anndata>=0.7.1 scanpy>=1.4.6 -scrublet==0.2.1 +scrublet>=0.2.1 +scikit-bio>=0.5.6 +changeo>=1.0.0 +presto>=0.6.0 polyleven>=0.5 networkx>=2.4 rpy2>=3.3.2 @@ -131,7 +132,7 @@ ggplot2 ``` ## Acknowledgements -I would like to acknowledge the contributions from Dr. Ondrej Suschanek, Dr. Benjamin Stewart, Dr. Rachel Bashford-Rogers and Prof. Menna Clatworthy who helped with the initial conception of the project and for all discussions. +I would like to acknowledge the contributions from Dr. Ondrej Suschanek, Dr. Benjamin Stewart, Dr. Rachel Bashford-Rogers and Prof. Menna Clatworthy, who helped with the initial conception of the project and for all discussions. I would also like to acknowledge Dr. Jongeun Park, Dr. Cecilia-Dominguez Conde, Dr. Hamish King, Dr. Krysztof Polanksi and Dr. Peng He with whom I have had very useful discussions. I would also like to thank my wife who helped name the package, because she thought the plots looked like a dandelion =D. diff --git a/bin/tigger-genotype.R b/bin/tigger-genotype.R index 191993459..38af301d1 100755 --- a/bin/tigger-genotype.R +++ b/bin/tigger-genotype.R @@ -61,7 +61,7 @@ opt_list <- list(make_option(c("-d", "--db"), dest="DB", help=paste("Output directory. Will be created if it does not exist.", "\n\t\tDefaults to the current working directory.")), make_option(c("-f", "--format"), dest="FORMAT", default=FORMAT, - help=paste("File format. One of 'airr' (default) or 'changeo'.")), + help=paste("File format. One of 'blast' (default), 'changeo' or 'airr'.")), make_option(c("-p", "--nproc"), dest="NPROC", default=NPROC, help=paste("Number of subprocesses for multiprocessing tools.", "\n\t\tDefaults to the available processing units."))) @@ -101,7 +101,7 @@ if (opt$FORMAT == "changeo") { junction_length <- "junction_length" sequence_alignment <- "sequence_alignment" ext <- "tsv" -} else if (opt$FORMAT == "airr") { +} else if (opt$FORMAT %in% "airr") { db <- airr::read_rearrangement(opt$DB) v_call <- "v_call" j_call <- "j_call" diff --git a/dandelion/plotting/__init__.py b/dandelion/plotting/__init__.py index 660c4e6d9..6cfada014 100644 --- a/dandelion/plotting/__init__.py +++ b/dandelion/plotting/__init__.py @@ -2,6 +2,6 @@ # @Author: Kelvin # @Date: 2020-05-13 23:21:45 # @Last Modified by: Kelvin -# @Last Modified time: 2020-08-17 18:22:17 +# @Last Modified time: 2020-11-13 20:10:00 -from ._plotting import random_palette, clone_network, barplot, stackedbarplot, spectratype, clone_rarefaction +from ._plotting import random_palette, clone_network, barplot, stackedbarplot, spectratype, clone_rarefaction, clone_overlap diff --git a/dandelion/plotting/_plotting.py b/dandelion/plotting/_plotting.py index ca8e9e02d..ea7b5af23 100644 --- a/dandelion/plotting/_plotting.py +++ b/dandelion/plotting/_plotting.py @@ -2,7 +2,7 @@ # @Author: Kelvin # @Date: 2020-05-18 00:15:00 # @Last Modified by: Kelvin -# @Last Modified time: 2020-09-08 18:31:47 +# @Last Modified time: 2020-11-16 13:24:51 import seaborn as sns import pandas as pd @@ -16,6 +16,8 @@ from adjustText import adjust_text from plotnine import ggplot, theme_classic, aes, geom_line, xlab, ylab, options, ggtitle, labs, scale_color_manual from scanpy.plotting import palettes +import matplotlib.pyplot as plt +from itertools import combinations def clone_rarefaction(self, groupby, clone_key=None, palette=None, figsize=(6,4), save=None): """ @@ -33,19 +35,19 @@ def clone_rarefaction(self, groupby, clone_key=None, palette=None, figsize=(6,4) figsize : tuple[float, float] Size of plot. save : str, optional - Save path. + Save path. Returns ---------- rarefaction curve plot. """ - + if self.__class__ == AnnData: metadata = self.obs.copy() if clone_key is None: clonekey = 'clone_id' else: clonekey = clone_key - + groups = list(set(metadata[groupby])) metadata = metadata[metadata['has_bcr'].isin([True, 'True'])] metadata[clonekey] = metadata[clonekey].cat.remove_unused_categories() @@ -54,11 +56,11 @@ def clone_rarefaction(self, groupby, clone_key=None, palette=None, figsize=(6,4) _metadata = metadata[metadata[groupby]==g] res[g] = _metadata[clonekey].value_counts() res_ = pd.DataFrame.from_dict(res, orient = 'index') - + # remove those with no counts rowsum = res_.sum(axis = 1) print('removing due to zero counts:', ', '.join([res_.index[i] for i, x in enumerate(res_.sum(axis = 1) == 0) if x])) - res_ = res_[~(res_.sum(axis = 1) == 0)] + res_ = res_[~(res_.sum(axis = 1) == 0)] # set up for calculating rarefaction tot = res_.apply(sum, axis = 1) @@ -93,7 +95,7 @@ def clone_rarefaction(self, groupby, clone_key=None, palette=None, figsize=(6,4) pal = palettes.default_102 else: pal = None - + if pal is not None: p = (ggplot(pred, aes(x = "value", y = "yhat", color = "variable")) + theme_classic() @@ -120,7 +122,7 @@ def clone_rarefaction(self, groupby, clone_key=None, palette=None, figsize=(6,4) pal = palettes.default_102 else: pal = None - + if pal is not None: p = (ggplot(pred, aes(x = "value", y = "yhat", color = "variable")) + theme_classic() @@ -175,7 +177,7 @@ def clone_network(adata, basis = 'bcr', edges = True, **kwargs): """ embedding(adata, basis = basis, edges = edges, **kwargs) -def barplot(self, variable, palette = 'Set1', figsize = (12, 4), normalize = True, sort_descending = True, title = None, xtick_rotation = None, **kwargs): +def barplot(self, variable, palette = 'Set1', figsize = (12, 4), normalize = True, sort_descending = True, title = None, xtick_rotation = None, min_clone_size = None, clone_key = None, **kwargs): """ A barplot function to plot usage of V/J genes in the data. Parameters @@ -195,7 +197,11 @@ def barplot(self, variable, palette = 'Set1', figsize = (12, 4), normalize = Tru title : str, optional title of plot. xtick_rotation : int, optional - rotation of x tick labels. + rotation of x tick labels. + min_clone_size : int, optional + minimum clone size to keep. Defaults to 1 if left as None. + clone_key : str, optional + column name for clones. None defaults to 'clone_id'. **kwargs passed to `sns.barplot`. Return @@ -207,8 +213,22 @@ def barplot(self, variable, palette = 'Set1', figsize = (12, 4), normalize = Tru elif self.__class__ == AnnData: data = self.obs.copy() + if min_clone_size is None: + min_size = 1 + else: + min_size = int(min_clone_size) + + if clone_key is None: + clone_ = 'clone_id' + else: + clone_ = clone_key + + size = data[clone_].value_counts() + keep = list(size[size >= min_size].index) + data_ = data[data[clone_].isin(keep)] + sns.set_style('whitegrid', {'axes.grid' : False}) - res = pd.DataFrame(data[variable].value_counts(normalize=normalize)) + res = pd.DataFrame(data_[variable].value_counts(normalize=normalize)) if not sort_descending: res = res.sort_index() res.reset_index(drop = False, inplace = True) @@ -234,7 +254,7 @@ def barplot(self, variable, palette = 'Set1', figsize = (12, 4), normalize = Tru plt.xticks(rotation=xtick_rotation) return fig, ax -def stackedbarplot(self, variable, groupby, figsize = (12, 4), normalize = False, title = None, sort_descending=True, xtick_rotation=None, hide_legend=False, legend_options = None, labels=None, **kwargs): +def stackedbarplot(self, variable, groupby, figsize = (12, 4), normalize = False, title = None, sort_descending=True, xtick_rotation=None, hide_legend=False, legend_options = None, labels=None, min_clone_size = None, clone_key = None, **kwargs): """ A stackedbarplot function to plot usage of V/J genes in the data split by groups. Parameters @@ -254,13 +274,17 @@ def stackedbarplot(self, variable, groupby, figsize = (12, 4), normalize = False title : str, optional title of plot. xtick_rotation : int, optional - rotation of x tick labels. + rotation of x tick labels. hide_legend : bool whether or not to hide the legend. legend_options : tuple[str, tuple[float, float], int] a tuple holding 3 options for specify legend options: 1) loc (string), 2) bbox_to_anchor (tuple), 3) ncol (int). labels : list Names of objects will be used for the legend if list of multiple dataframes supplied. + min_clone_size : int, optional + minimum clone size to keep. Defaults to 1 if left as None. + clone_key : str, optional + column name for clones. None defaults to 'clone_id'. **kwargs other kwargs passed to `matplotlib.plt`. Return @@ -272,7 +296,22 @@ def stackedbarplot(self, variable, groupby, figsize = (12, 4), normalize = False elif self.__class__ == AnnData: data = self.obs.copy() data[groupby] = [str(l) for l in data[groupby]] # quick fix to prevent dropping of nan - dat_ = pd.DataFrame(data.groupby(variable)[groupby].value_counts(normalize=normalize).unstack(fill_value=0).stack(), columns = ['value']) + + if min_clone_size is None: + min_size = 1 + else: + min_size = int(min_clone_size) + + if clone_key is None: + clone_ = 'clone_id' + else: + clone_ = clone_key + + size = data[clone_].value_counts() + keep = list(size[size >= min_size].index) + data_ = data[data[clone_].isin(keep)] + + dat_ = pd.DataFrame(data_.groupby(variable)[groupby].value_counts(normalize=normalize).unstack(fill_value=0).stack(), columns = ['value']) dat_.reset_index(drop = False, inplace = True) dat_order = pd.DataFrame(data[variable].value_counts(normalize=normalize)) dat_ = dat_.pivot(index=variable, columns=groupby, values='value') @@ -285,7 +324,7 @@ def stackedbarplot(self, variable, groupby, figsize = (12, 4), normalize = False def _plot_bar_stacked(dfall, labels=None, figsize = (12, 4), title="multiple stacked bar plot", xtick_rotation=None, legend_options = None, hide_legend=False, H="/", **kwargs): """ - Given a list of dataframes, with identical columns and index, create a clustered stacked bar plot. + Given a list of dataframes, with identical columns and index, create a clustered stacked bar plot. Parameters ---------- labels @@ -293,17 +332,17 @@ def _plot_bar_stacked(dfall, labels=None, figsize = (12, 4), title="multiple sta title string for the title of the plot H - is the hatch used for identification of the different dataframes + is the hatch used for identification of the different dataframes **kwargs other kwargs passed to matplotlib.plt """ if type(dfall) is not list: dfall = [dfall] n_df = len(dfall) - n_col = len(dfall[0].columns) - n_ind = len(dfall[0].index) + n_col = len(dfall[0].columns) + n_ind = len(dfall[0].index) # Initialize the matplotlib figure - fig, ax = plt.subplots(figsize=figsize) + fig, ax = plt.subplots(figsize=figsize) for df in dfall : # for each data frame ax = df.plot(kind="bar", linewidth=0, @@ -311,23 +350,23 @@ def _plot_bar_stacked(dfall, labels=None, figsize = (12, 4), title="multiple sta ax=ax, legend=False, grid=False, - **kwargs) # make bar plots + **kwargs) # make bar plots h,l = ax.get_legend_handles_labels() # get the handles we want to modify for i in range(0, n_df * n_col, n_col): # len(h) = n_col * n_df for j, pa in enumerate(h[i:i+n_col]): for rect in pa.patches: # for each index rect.set_x(rect.get_x() + 1 / float(n_df + 1) * i / float(n_col)) - rect.set_hatch(H * int(i / n_col)) #edited part + rect.set_hatch(H * int(i / n_col)) #edited part rect.set_width(1 / float(n_df + 1)) ax.set_xticks((np.arange(0, 2 * n_ind, 2) + 1 / float(n_df + 1)) / 2.) - ax.set_xticklabels(df.index, rotation = 0) + ax.set_xticklabels(df.index, rotation = 0) ax.set_title(title) if normalize: ax.set_ylabel('proportion') else: ax.set_ylabel('count') # Add invisible data to add another legend - n=[] + n=[] for i in range(n_df): n.append(ax.bar(0, 0, color="grey", hatch=H * i)) if legend_options is None: @@ -337,7 +376,7 @@ def _plot_bar_stacked(dfall, labels=None, figsize = (12, 4), title="multiple sta if hide_legend is False: l1 = ax.legend(h[:n_col], l[:n_col], loc=Legend[0], bbox_to_anchor=Legend[1], ncol = Legend[2], frameon=False) if labels is not None: - l2 = plt.legend(n, labels, loc=Legend[0], bbox_to_anchor=Legend[1], ncol = Legend[2], frameon=False) + l2 = plt.legend(n, labels, loc=Legend[0], bbox_to_anchor=Legend[1], ncol = Legend[2], frameon=False) ax.add_artist(l1) if xtick_rotation is None: plt.xticks(rotation=90) @@ -345,7 +384,7 @@ def _plot_bar_stacked(dfall, labels=None, figsize = (12, 4), title="multiple sta plt.xticks(rotation=xtick_rotation) return fig, ax - + if title is None: title = "multiple stacked bar plot : " + variable.replace('_', ' ') +' usage' else: @@ -373,7 +412,7 @@ def spectratype(self, variable, groupby, locus, clone_key = None, figsize = (6, title : str, optional title of plot. xtick_rotation : int, optional - rotation of x tick labels. + rotation of x tick labels. hide_legend : bool whether or not to hide the legend. legend_options : tuple[str, tuple[float, float], int] @@ -383,7 +422,7 @@ def spectratype(self, variable, groupby, locus, clone_key = None, figsize = (6, clones_sep : tuple[int, str] option to specify how to split up clone names. Default is (0, '_') i.e. it will split according to '_' and select the first string as the 'clone'. **kwargs - other kwargs passed to matplotlib.plt + other kwargs passed to matplotlib.pyplot.plot Return ---------- sectratype plot @@ -420,28 +459,28 @@ def spectratype(self, variable, groupby, locus, clone_key = None, figsize = (6, if type(locus) is not list: locus = [locus] - data = data[data['locus'].isin(locus)] + data = data[data['locus'].isin(locus)] data[groupby] = [str(l) for l in data[groupby]] dat_ = pd.DataFrame(data.groupby(variable)[groupby].value_counts(normalize=False).unstack(fill_value=0).stack(), columns = ['value']) dat_.reset_index(drop = False, inplace = True) dat_[variable] = pd.to_numeric(dat_[variable], errors='coerce') dat_.sort_values(by = variable) dat_2 = dat_.pivot(index=variable, columns=groupby, values='value') - new_index = range(0, dat_[variable].max()+1) + new_index = range(0, int(dat_[variable].max())+1) dat_2 = dat_2.reindex(new_index, fill_value=0) def _plot_spectra_stacked(dfall, labels=None, figsize = (6, 4), title="multiple stacked bar plot", width = None, xtick_rotation=None, legend_options = None, hide_legend=False, H="/", **kwargs): if type(dfall) is not list: dfall = [dfall] n_df = len(dfall) - n_col = len(dfall[0].columns) + n_col = len(dfall[0].columns) n_ind = len(dfall[0].index) if width is None: wdth = 0.1 * n_ind/60+0.8 else: wdth = width # Initialize the matplotlib figure - fig, ax = plt.subplots(figsize=figsize) + fig, ax = plt.subplots(figsize=figsize) for df in dfall : # for each data frame ax = df.plot(kind="bar", linewidth=0, @@ -449,13 +488,13 @@ def _plot_spectra_stacked(dfall, labels=None, figsize = (6, 4), title="multiple ax=ax, legend=False, grid=False, - **kwargs) # make bar plots + **kwargs) # make bar plots h,l = ax.get_legend_handles_labels() # get the handles we want to modify for i in range(0, n_df * n_col, n_col): # len(h) = n_col * n_df for j, pa in enumerate(h[i:i+n_col]): for rect in pa.patches: # for each index rect.set_x(rect.get_x() + 1 / float(n_df + 1) * i / float(n_col)) - rect.set_hatch(H * int(i / n_col)) #edited part + rect.set_hatch(H * int(i / n_col)) #edited part rect.set_width(wdth) # need to see if there's a better way to toggle this. ax.set_xticks(((np.arange(0, 2 * n_ind, 2) + 1 / float(n_df + 1)) / 2.)) n = 5 # Keeps every 5th label visible and hides the rest @@ -463,7 +502,7 @@ def _plot_spectra_stacked(dfall, labels=None, figsize = (6, 4), title="multiple ax.set_title(title) ax.set_ylabel('count') # Add invisible data to add another legend - n=[] + n=[] for i in range(n_df): n.append(ax.bar(0, 0, color="gray", hatch=H * i)) if legend_options is None: @@ -473,13 +512,137 @@ def _plot_spectra_stacked(dfall, labels=None, figsize = (6, 4), title="multiple if hide_legend is False: l1 = ax.legend(h[:n_col], l[:n_col], loc=Legend[0], bbox_to_anchor=Legend[1], ncol = Legend[2], frameon=False) if labels is not None: - l2 = plt.legend(n, labels, loc=Legend[0], bbox_to_anchor=Legend[1], ncol = Legend[2], frameon=False) + l2 = plt.legend(n, labels, loc=Legend[0], bbox_to_anchor=Legend[1], ncol = Legend[2], frameon=False) ax.add_artist(l1) if xtick_rotation is None: plt.xticks(rotation=0) else: plt.xticks(rotation=xtick_rotation) - + return fig, ax return _plot_spectra_stacked(dat_2, labels = labels, figsize = figsize, title = title, width = width, xtick_rotation = xtick_rotation, legend_options = legend_options, hide_legend =hide_legend, **kwargs) + +def clone_overlap(self, groupby, colorby, min_clone_size = None, clone_key = None, color_mapping = None, node_labels = True, node_label_layout = 'rotation', group_label_position = 'middle', group_label_offset = 8, figsize = (8, 8), return_graph = False, save = None, **kwargs): + """ + A plot function to visualise clonal overlap as a circos-style plot. + Parameters + ---------- + self : Dandelion, AnnData + `Dandelion` or `AnnData` object. + groupby : str + column name in obs/metadata for collapsing to nodes in circos plot. + colorby : str + column name in obs/metadata for grouping and color of nodes in circos plot. + min_clone_size : int, optional + minimum size of clone for plotting connections. Defaults to 2 if left as None. + clone_key : str, optional + column name for clones. None defaults to 'clone_id'. + color_maopping : dict, sequence, optional + custom color mapping provided as a sequence (correpsonding to order of categories or alpha-numeric order if dtype is not category), or dictionary containing custom {category:color} mapping. + node_labels : bool, optional + whether to use node objects as labels or not + node_label_layout : bool, optional + which/whether (a) node layout is used. One of 'rotation', 'numbers' or None. + group_label_position : str + The position of the group label. One of 'beginning', 'middle' or 'end'. + group_label_offset : int, float + how much to offset the group labels, so that they are not overlapping with node labels. + figsize : tuple[float, float] + figure size. Default is (8, 8). + return_graph : bool + whether or not to return the graph for fine tuning. Default is False. + **kwargs + passed to `matplotlib.pyplot.savefig`. + Return + ---------- + a `nxviz.CircosPlot`. + """ + import networkx as nx + try: + import nxviz as nxv + except: + raise(ImportError("Unable to import module `nxviz`. Have you done pip install nxviz?")) + + if self.__class__ == Dandelion: + data = self.metadata.copy() + elif self.__class__ == AnnData: + data = self.obs.copy() + + if min_clone_size is None: + min_size = 1 + else: + min_size = int(min_clone_size) + + if clone_key is None: + clone_ = 'clone_id' + else: + clone_ = clone_key + + # get rid of problematic rows that appear because of category conversion? + data = data[~(data[clone_].isin([np.nan, 'nan', 'NaN', None]))] + + # prepare a summary table + overlap = pd.crosstab(data[clone_], data[groupby]) + + if min_size == 0: + raise ValueError('min_size must be greater than 0.') + elif min_size > 1: + overlap[overlap < min_size] = 0 + overlap[overlap >= min_size] = 1 + else: + overlap[overlap > min_size] = 1 + + overlap.index.name = None + overlap.columns.name = None + + edges = {} + for x in overlap.index: + if overlap.loc[x].sum() > 1: + edges[x] = [y + ({str(clone_):x},) for y in list(combinations([i for i in overlap.loc[x][overlap.loc[x] == 1].index], 2))] + + # create graph + G = nx.Graph() + # add in the nodes + G.add_nodes_from([(p, {str(colorby): d}) for p,d in zip(data[groupby], data[colorby])]) + + # unpack the edgelist and add to the graph + for edge in edges: + G.add_edges_from(edges[edge]) + groupby_dict = dict(zip(data[groupby], data[colorby])) + if color_mapping is None: + if self.__class__ == AnnData: + if pd.api.types.is_categorical_dtype(self.obs[groupby]): + try: + colorby_dict = dict(zip(list(self.obs[str(colorby)].cat.categories), self.uns[str(colorby)+'_colors'])) + except: + print("Unable to retrieve category colors. Default to 'Set1'") + pass + else: + if type(color_mapping) is dict: + colorby_dict = color_mapping + else: + if pd.api.types.is_categorical_dtype(data[groupby]): + colorby_dict = dict(zip(list(data[str(colorby)].cat.categories), color_mapping)) + else: + colorby_dict = dict(zip(sorted(list(set(data[str(colorby)]))), color_mapping)) + df = data[[groupby, colorby]] + df = df.sort_values(colorby).drop_duplicates(subset=groupby, keep="first").reset_index(drop = True) + c = nxv.CircosPlot(G, + node_color=colorby, + node_grouping=colorby, + node_labels=node_labels, + node_label_layout=node_label_layout, + group_label_position=group_label_position, + group_label_offset=group_label_offset, + figsize=figsize) + c.nodes = list(df[groupby]) + if 'colorby_dict' in locals(): + c.node_colors = [colorby_dict[groupby_dict[c]] for c in c.nodes] + c.compute_group_label_positions() + c.compute_group_colors() + c.draw() + if save is not None: + plt.savefig(save, bbox_inches = 'tight', **kwargs) + if return_graph: + return(c) \ No newline at end of file diff --git a/dandelion/preprocessing/_preprocessing.py b/dandelion/preprocessing/_preprocessing.py index a01538daa..e75aabe5b 100644 --- a/dandelion/preprocessing/_preprocessing.py +++ b/dandelion/preprocessing/_preprocessing.py @@ -2,7 +2,7 @@ # @Author: kt16 # @Date: 2020-05-12 17:56:02 # @Last Modified by: Kelvin -# @Last Modified time: 2020-10-27 18:03:57 +# @Last Modified time: 2020-11-13 23:03:54 import sys import os @@ -15,7 +15,7 @@ from collections import OrderedDict from time import sleep from ..utilities._utilities import * -from .external._preprocessing import assigngenes_igblast, makedb_igblast, tigger_genotype, insertGaps +from .external._preprocessing import assigngenes_igblast, makedb_igblast, tigger_genotype from plotnine import ggplot, geom_bar, geom_col, ggtitle, scale_fill_manual, coord_flip, options, element_blank, aes, xlab, ylab, facet_wrap, facet_grid, theme_classic, theme, annotate, theme_bw, geom_histogram, geom_vline from changeo.Gene import buildGermline from changeo.IO import countDbFile, getDbFields, getFormatOperators, readGermlines, checkFields @@ -51,7 +51,7 @@ def format_fasta(fasta, prefix = None, suffix = None, sep = None, remove_trailin sep : str, optional separator after prefix or before suffix to append to the headers/contig ids. remove_trailing_hyphen_number : bool - whether or not to remove the trailing hyphen number e.g. '-1' from the cell barcodes. Doesn't affect contig barcodes. + whether or not to remove the trailing hyphen number e.g. '-1' from the cell/contig barcodes. outdir : str, optional path to output location. None defaults to 'dandelion/data'. Returns @@ -67,7 +67,7 @@ def format_fasta(fasta, prefix = None, suffix = None, sep = None, remove_trailin if os.path.isfile(fasta.strip('/') + '/' + os.path.basename(file)) and str(file).endswith(".fasta"): filePath = fasta + '/' + os.path.basename(file) if filePath is None: - raise OSError('Path to fasta file is unknown. Please specify path to fasta file or folder containing fasta file.') + raise OSError('Path to fasta file is unknown. Please specify path to fasta file or folder containing fasta file. Starting folder should only contain 1 fasta file.') fh = open(filePath, 'r') seqs = {} @@ -82,13 +82,22 @@ def format_fasta(fasta, prefix = None, suffix = None, sep = None, remove_trailin seqs[header] = sequence elif prefix is not None: if suffix is not None: - newheader = str(prefix)+separator+str(header)+separator+str(suffix) + if remove_trailing_hyphen_number: + newheader = str(prefix)+separator+str(header).split('_contig')[0].split('-')[0]+separator+str(suffix)+'_contig'+str(header).split('_contig')[1] + else: + newheader = str(prefix)+separator+str(header).split('_contig')[0]+separator+str(suffix)+'_contig'+str(header).split('_contig')[1] else: - newheader = str(prefix)+separator+str(header) + if remove_trailing_hyphen_number: + newheader = str(prefix)+separator+str(header).split('_contig')[0].split('-')[0]+'_contig'+str(header).split('_contig')[1] + else: + newheader = str(prefix)+separator+str(header) seqs[newheader] = sequence else: if suffix is not None: - newheader = str(header)+separator+str(suffix) + if remove_trailing_hyphen_number: + newheader = str(header).split('_contig')[0].split('-')[0]+separator+str(suffix)+'_contig'+str(header).split('_contig')[1] + else: + newheader = str(header)+separator+str(suffix) else: newheader = str(header) seqs[newheader] = sequence @@ -126,23 +135,26 @@ def format_fasta(fasta, prefix = None, suffix = None, sep = None, remove_trailin if prefix is not None: if suffix is not None: - data['contig_id'] = [str(prefix)+separator+str(c).split('_contig')[0]+separator+str(suffix)+'_contig'+str(c).split('_contig')[1] for c in data['contig_id']] if remove_trailing_hyphen_number: + data['contig_id'] = [str(prefix)+separator+str(c).split('_contig')[0].split('-')[0]+separator+str(suffix)+'_contig'+str(c).split('_contig')[1] for c in data['contig_id']] data['barcode'] = [str(prefix)+separator+str(b).split('-')[0]+separator+str(suffix) for b in data['barcode']] - else: + else: + data['contig_id'] = [str(prefix)+separator+str(c).split('_contig')[0]+separator+str(suffix)+'_contig'+str(c).split('_contig')[1] for c in data['contig_id']] data['barcode'] = [str(prefix)+separator+str(b)+separator+str(suffix) for b in data['barcode']] - else: - data['contig_id'] = [str(prefix)+separator+str(c) for c in data['contig_id']] + else: if remove_trailing_hyphen_number: + data['contig_id'] = [str(prefix)+separator+str(c).split('_contig')[0].split('-')[0]+'_contig'+str(c).split('_contig')[1] for c in data['contig_id']] data['barcode'] = [str(prefix)+separator+str(b).split('-')[0] for b in data['barcode']] else: + data['contig_id'] = [str(prefix)+separator+str(c) for c in data['contig_id']] data['barcode'] = [str(prefix)+separator+str(b) for b in data['barcode']] else: - if suffix is not None: - data['contig_id'] = [str(c).split('_contig')[0]+separator+str(suffix)+'_contig'+str(c).split('_contig')[1] for c in data['contig_id']] + if suffix is not None: if remove_trailing_hyphen_number: + data['contig_id'] = [str(c).split('_contig')[0].split('-')[0]+separator+str(suffix)+'_contig'+str(c).split('_contig')[1] for c in data['contig_id']] data['barcode'] = [str(b).split('-')[0]+separator+str(suffix) for b in data['barcode']] - else: + else: + data['contig_id'] = [str(c).split('_contig')[0]+separator+str(suffix)+'_contig'+str(c).split('_contig')[1] for c in data['contig_id']] data['barcode'] = [str(b)+separator+str(suffix) for b in data['barcode']] else: data['contig_id'] = [str(c) for c in data['contig_id']] @@ -200,7 +212,7 @@ def format_fastas(fastas, prefix = None, suffix = None, sep = None, remove_trail format_fasta(fasta, prefix = None, suffix = None, sep = None, outdir = outdir) -def assign_isotype(fasta, fileformat = 'airr', org = 'human', correct_c_call = True, correction_dict = None, plot = True, figsize=(4,4), blastdb = None, allele = False, parallel = True, ncpu = None, verbose = False): +def assign_isotype(fasta, fileformat = 'blast', org = 'human', correct_c_call = True, correction_dict = None, plot = True, figsize=(4,4), blastdb = None, allele = False, parallel = True, ncpu = None, verbose = False): """ Annotate contigs with constant region call using blastn @@ -209,7 +221,7 @@ def assign_isotype(fasta, fileformat = 'airr', org = 'human', correct_c_call = T fasta : str path to fasta file. fileformat : str - format of V(D)J file/objects. Default is 'airr'. Also accepts 'changeo'. + format of V(D)J file/objects. Default is 'blast'. Also accepts 'changeo' (same behaviour as 'blast') and 'airr'. org : str organism of reference folder. Default is 'human'. correct_c_call : bool @@ -452,7 +464,7 @@ def _transfer_c(data, c_dict, colname): def _add_cell(data): _data = load_data(data) - _data['cell_id'] = [c.split('_contig')[0].split('-')[0] for c in _data['sequence_id']] + _data['cell_id'] = [c.split('_contig')[0] for c in _data['sequence_id']] return(_data) aligner = Align.PairwiseAligner() @@ -574,7 +586,7 @@ def _correct_c_call(data, primers_dict=None): return(dat) # main function from here - format_dict = {'changeo':'_igblast_db-pass', 'airr':'_igblast_gap'} + format_dict = {'changeo':'_igblast_db-pass', 'blast':'_igblast_db-pass', 'airr':'_igblast_gap'} filePath = None if os.path.isfile(str(fasta)) and str(fasta).endswith(".fasta"): @@ -640,7 +652,7 @@ def _correct_c_call(data, primers_dict=None): res_10x_sum.reset_index(drop = False, inplace = True) res_blast_sum.reset_index(drop = False, inplace = True) - if correct_c_call: + if correct_c_call: # TODO: figure out if i need to set up a None correction? if verbose: print('Correcting C calls \n') dat = _correct_c_call(dat, primers_dict=correction_dict) @@ -659,7 +671,9 @@ def _correct_c_call(data, primers_dict=None): if verbose: print('Finishing up \n') - dat = _add_cell(dat) + if 'cell_id' not in dat.columns: + dat = _add_cell(dat) + dat['c_call_10x'] = pd.Series(dat_10x['c_call']) dat.to_csv(_file, sep = '\t', index=False) if plot: options.figure_size = figsize @@ -683,7 +697,7 @@ def _correct_c_call(data, primers_dict=None): + theme(legend_title = element_blank())) print(p) -def assign_isotypes(fastas, fileformat = 'airr', org = 'human', correct_c_call = True, correction_dict = None, plot = True, figsize=(4,4), blastdb = None, allele = False, parallel = True, ncpu = None, verbose = False): +def assign_isotypes(fastas, fileformat = 'blast', org = 'human', correct_c_call = True, correction_dict = None, plot = True, figsize=(4,4), blastdb = None, allele = False, parallel = True, ncpu = None, verbose = False): """ Annotate contigs with constant region call using blastn @@ -692,7 +706,7 @@ def assign_isotypes(fastas, fileformat = 'airr', org = 'human', correct_c_call = fastas : list list or sequence of paths to fasta files. fileformat : str - format of V(D)J file/objects. Default is 'airr'. Also accepts 'changeo'. + format of V(D)J file/objects. Default is 'blast'. Also accepts 'changeo' (same behaviour as 'blast') and 'airr'. org : str organism of reference folder. Default is 'human'. correct_c_call : bool @@ -726,7 +740,7 @@ def assign_isotypes(fastas, fileformat = 'airr', org = 'human', correct_c_call = assign_isotype(fasta, fileformat = fileformat, org = org, correct_c_call = correct_c_call, correction_dict = correction_dict, plot = plot, figsize=figsize, blastdb = blastdb, allele = allele, parallel = parallel, ncpu = ncpu, verbose = verbose) -def reannotate_genes(data, igblast_db = None, germline = None, org ='human', loci = 'ig', fileformat = 'airr', extended = False, verbose = False, *args): +def reannotate_genes(data, igblast_db = None, germline = None, org ='human', loci = 'ig', extended = True, verbose = False, *args): """ Reannotate cellranger fasta files with igblastn and parses to airr/changeo data format. @@ -742,10 +756,8 @@ def reannotate_genes(data, igblast_db = None, germline = None, org ='human', loc organism of germline database. Default is 'human'. loci : str mode for igblastn. Default is 'ig' for BCRs. Also accepts 'tr' for TCRs. - fileformat: str - format of V(D)J file/objects. Default is 'airr'. Also accepts 'changeo'. extended : bool - whether or not to transfer additional 10X annotions to output file. Default is False. + whether or not to transfer additional 10X annotions to output file. Default is True. verbose : whether or not to print the igblast command used in the terminal. Default is False. *args @@ -782,59 +794,52 @@ def reannotate_genes(data, igblast_db = None, germline = None, org ='human', loc if verbose: print('Processing {} \n'.format(filePath)) - assigngenes_igblast(filePath, igblast_db=igblast_db, org = org, loci=loci, fileformat = fileformat, verbose = verbose, *args) - if fileformat == 'airr': - env = os.environ.copy() - if germline is None: - try: - gml = env['GERMLINE'] - except: - raise OSError('Environmental variable GERMLINE must be set. Otherwise, please provide path to folder containing germline fasta files.') - gml = gml+'imgt/'+org+'/vdj/' - else: - env['GERMLINE'] = germline - gml = germline - insertGaps("{}/{}".format(os.path.dirname(filePath), os.path.basename(filePath).replace('.fasta', '_igblast.tsv')), [gml]) - map_cellranger("{}/{}".format(os.path.dirname(filePath), os.path.basename(filePath).replace('.fasta', '_igblast_gap.tsv')), extended = extended) - tmpFolder = "{}/tmp".format(os.path.dirname(filePath)) - if not os.path.exists(tmpFolder): - os.makedirs(tmpFolder) - os.replace("{}/{}".format(os.path.dirname(filePath),os.path.basename(filePath).replace('.fasta', '_igblast.tsv')), "{}/{}".format(tmpFolder,os.path.basename(filePath).replace('.fasta', '_igblast.tsv'))) - elif fileformat == 'changeo': - makedb_igblast(filePath, org = org, germline = germline, extended = extended, verbose = verbose) - -def map_cellranger(data, extended = False): - dat = load_data(data) - cellranger_data = "{}/{}".format(os.path.dirname(data), os.path.basename(data).replace('_igblast_gap.tsv', '_annotations.csv')) - cr_data = pd.read_csv(cellranger_data, dtype = 'object') - cell_id = dict(zip(cr_data['contig_id'], cr_data['barcode'])) - v_call = dict(zip(cr_data['contig_id'], cr_data['v_gene'])) - d_call = dict(zip(cr_data['contig_id'], cr_data['d_gene'])) - j_call = dict(zip(cr_data['contig_id'], cr_data['j_gene'])) - c_call = dict(zip(cr_data['contig_id'], cr_data['c_gene'])) - junction = dict(zip(cr_data['contig_id'], cr_data['cdr3_nt'])) - junction_aa = dict(zip(cr_data['contig_id'], cr_data['cdr3'])) - conscount = dict(zip(cr_data['contig_id'], cr_data['reads'])) - umicount = dict(zip(cr_data['contig_id'], cr_data['umis'])) - - if not extended: - dat['cell_id'] = pd.Series(cell_id) - dat['c_call'] = pd.Series(c_call) - dat['consensus_count'] = pd.Series(conscount) - dat['umi_count'] = pd.Series(umicount) - else: - dat['cell_id'] = pd.Series(cell_id) - dat['c_call'] = pd.Series(c_call) - dat['consensus_count'] = pd.Series(conscount) - dat['umi_count'] = pd.Series(umicount) - dat['v_call_10x'] = pd.Series(v_call) - dat['d_call_10x'] = pd.Series(d_call) - dat['j_call_10x'] = pd.Series(j_call) - dat['junction_10x'] = pd.Series(junction) - dat['junction_10x_aa'] = pd.Series(junction_aa) - dat.to_csv(data, sep = '\t', index = False, na_rep='') - -def reassign_alleles(data, combined_folder, germline = None, org = 'human', fileformat = 'airr', seq_field = 'sequence_alignment', v_field='v_call_genotyped', d_field='d_call', j_field='j_call', germ_types='dmask', plot = True, figsize = (4,3), sample_id_dictionary = None, verbose = False): + assigngenes_igblast(filePath, igblast_db=igblast_db, org = org, loci=loci, verbose = verbose, *args) + makedb_igblast(filePath, org = org, germline = germline, extended = extended, verbose = verbose) + outfolder1 = os.path.abspath(os.path.dirname(filePath))+'/tmp' + outfolder2 = os.path.abspath(os.path.dirname(filePath)) + informat_dict = {'blast':'_igblast_db-pass.tsv', 'airr':'_igblast.tsv'} + outfile1 = os.path.basename(filePath).split('.fasta')[0] + informat_dict['airr'] + outfile2 = os.path.basename(filePath).split('.fasta')[0] + informat_dict['blast'] + airr_output = pd.read_csv("{}/{}".format(outfolder1, outfile1), sep = '\t', index_col = 0) + igblast_output = pd.read_csv("{}/{}".format(outfolder1, outfile2), sep = '\t', index_col = 0) + cols_to_merge = airr_output.columns.difference(igblast_output.columns) + igblast_output = igblast_output.join(airr_output[cols_to_merge]) + igblast_output.reset_index(inplace = True) + igblast_output.to_csv("{}/{}".format(outfolder2, outfile2), sep = '\t', index = False) + +# def map_cellranger(data, extended = False): +# dat = load_data(data) +# cellranger_data = "{}/{}".format(os.path.dirname(data), os.path.basename(data).replace('_igblast_gap.tsv', '_annotations.csv')) +# cr_data = pd.read_csv(cellranger_data, dtype = 'object') +# cell_id = dict(zip(cr_data['contig_id'], cr_data['barcode'])) +# v_call = dict(zip(cr_data['contig_id'], cr_data['v_gene'])) +# d_call = dict(zip(cr_data['contig_id'], cr_data['d_gene'])) +# j_call = dict(zip(cr_data['contig_id'], cr_data['j_gene'])) +# c_call = dict(zip(cr_data['contig_id'], cr_data['c_gene'])) +# junction = dict(zip(cr_data['contig_id'], cr_data['cdr3_nt'])) +# junction_aa = dict(zip(cr_data['contig_id'], cr_data['cdr3'])) +# conscount = dict(zip(cr_data['contig_id'], cr_data['reads'])) +# umicount = dict(zip(cr_data['contig_id'], cr_data['umis'])) + +# if not extended: +# dat['cell_id'] = pd.Series(cell_id) +# dat['c_call'] = pd.Series(c_call) +# dat['consensus_count'] = pd.Series(conscount) +# dat['umi_count'] = pd.Series(umicount) +# else: +# dat['cell_id'] = pd.Series(cell_id) +# dat['c_call'] = pd.Series(c_call) +# dat['consensus_count'] = pd.Series(conscount) +# dat['umi_count'] = pd.Series(umicount) +# dat['v_call_10x'] = pd.Series(v_call) +# dat['d_call_10x'] = pd.Series(d_call) +# dat['j_call_10x'] = pd.Series(j_call) +# dat['junction_10x'] = pd.Series(junction) +# dat['junction_10x_aa'] = pd.Series(junction_aa) +# dat.to_csv(data, sep = '\t', index = False, na_rep='') + +def reassign_alleles(data, combined_folder, germline = None, org = 'human', fileformat = 'blast', seq_field = 'sequence_alignment', v_field='v_call_genotyped', d_field='d_call', j_field='j_call', germ_types='dmask', plot = True, figsize = (4,3), sample_id_dictionary = None, verbose = False): """ Correct allele calls based on a personalized genotype using tigger-reassignAlleles. It uses a subject-specific genotype to correct correct preliminary allele assignments of a set of sequences derived from a single subject. @@ -849,7 +854,7 @@ def reassign_alleles(data, combined_folder, germline = None, org = 'human', file org : str organism of germline database. Default is 'human'. fileformat : str - format of V(D)J file/objects. Default is 'airr'. Also accepts 'changeo'. + format of V(D)J file/objects. Default is 'blast'. Also accepts 'changeo' (same behaviour as 'blast') and 'airr'. org : str organism of germline database. Default is 'human'. seq_field : str @@ -884,10 +889,11 @@ def _return_IGKV_IGLV(results, locus = 'IGH'): if type(data) is not list: data = [data] - informat_dict = {'changeo':'_igblast_db-pass.tsv', 'airr':'_igblast_gap.tsv'} - fileformat_dict = {'changeo':'_igblast_db-pass_genotyped.tsv', 'airr':'_igblast_gap_genotyped.tsv'} - inferred_fileformat_dict = {'changeo':'_igblast_db-pass_inferredGenotype.txt', 'airr':'_igblast_gap_inferredGenotype.txt'} - germline_dict = {'changeo':'_igblast_db-pass_genotype.fasta', 'airr':'_igblast_gap_genotype.fasta'} + informat_dict = {'changeo':'_igblast_db-pass.tsv', 'blast':'_igblast_db-pass.tsv', 'airr':'_igblast_gap.tsv'} + fileformat_dict = {'changeo':'_igblast_db-pass_genotyped.tsv', 'blast':'_igblast_db-pass_genotyped.tsv', 'airr':'_igblast_gap_genotyped.tsv'} + inferred_fileformat_dict = {'changeo':'_igblast_db-pass_inferredGenotype.txt', 'blast':'_igblast_db-pass_inferredGenotype.txt', 'airr':'_igblast_gap_inferredGenotype.txt'} + germline_dict = {'changeo':'_igblast_db-pass_genotype.fasta', 'blast':'_igblast_db-pass_genotype.fasta', 'airr':'_igblast_gap_genotype.fasta'} + fform_dict = {'blast':'airr', 'airr':'airr', 'changeo':'changeo'} data_list = [] filePath = None @@ -926,8 +932,6 @@ def _return_IGKV_IGLV(results, locus = 'IGH'): else: dat_ = data_list[0] - # dat_.fillna('', inplace=True) - # write out this file for tigger outDir = combined_folder.strip('/') if not os.path.exists(outDir): @@ -937,7 +941,7 @@ def _return_IGKV_IGLV(results, locus = 'IGH'): # dat_.to_csv(outDir+'filtered_contig'+informat_dict[fileformat], index = False, sep = '\t', na_rep='') dat_h = dat_[dat_['locus'] == 'IGH'] dat_h.to_csv(outDir+'/'+outDir+'_heavy'+informat_dict[fileformat], index = False, sep = '\t', na_rep='') - tigger_genotype(outDir+'/'+outDir+'_heavy'+informat_dict[fileformat], germline = germline, fileformat = fileformat, verbose = verbose) + tigger_genotype(outDir+'/'+outDir+'_heavy'+informat_dict[fileformat], germline = germline, fileformat = fform_dict[fileformat], verbose = verbose) # initialise the germline references # germline_ref = readGermlines([gml]) @@ -949,8 +953,9 @@ def _return_IGKV_IGLV(results, locus = 'IGH'): dat_ = _return_IGKV_IGLV(dat_) res = Dandelion(dat_, initialize = False) # update with the personalized germline database - res.update_germline(outDir+'/'+outDir+'_heavy'+germline_dict[fileformat], germline, org) - create_germlines(res, germline = germline, org = org, seq_field = seq_field, v_field = v_field, d_field = d_field, j_field = j_field, germ_types = germ_types, fileformat = fileformat) + res.update_germline(corrected = outDir+'/'+outDir+'_heavy'+germline_dict[fileformat], germline = germline, org = org) + + create_germlines(res, germline = germline, org = org, seq_field = seq_field, v_field = v_field, d_field = d_field, j_field = j_field, germ_types = germ_types, fileformat = fform_dict[fileformat]) print(' Saving corrected genotyped object') sleep(0.5) res.data.to_csv(outDir+'/'+outDir+fileformat_dict[fileformat], index = False, sep = '\t') @@ -1488,6 +1493,7 @@ def filter_bcr(data, adata, filter_bcr=True, filter_rna=True, filter_poorquality else: v_dict = dict(zip(dat['sequence_id'], dat['v_call'])) j_dict = dict(zip(dat['sequence_id'], dat['j_call'])) + c_dict = dict(zip(dat['sequence_id'], dat['c_call'])) # rather than leaving a nan cell, i will create a 0 column for now dat['duplicate_count'] = 0 @@ -1601,22 +1607,30 @@ def parallel_marking(b): drop_contig.append(l[b]) if len(hc_id) > 0: v = v_dict[hc_id[0]] + j = j_dict[hc_id[0]] + c = c_dict[hc_id[0]] if v is not np.nan: if 'IGH' not in v: if filter_poorqualitybcr: poor_qual.append(b) drop_contig.append(l[b]) - drop_contig.append(h[b]) - j = j_dict[hc_id[0]] + drop_contig.append(h[b]) if j is not np.nan: if 'IGH' not in j: if filter_poorqualitybcr: poor_qual.append(b) drop_contig.append(l[b]) drop_contig.append(h[b]) + if c is not np.nan and c is not None: + if 'IGH' not in c: + if filter_poorqualitybcr: + poor_qual.append(b) + drop_contig.append(l[b]) + drop_contig.append(h[b]) if len(lc_id) > 0: v = v_dict[lc_id[0]] j = j_dict[lc_id[0]] + c = c_dict[lc_id[0]] if v is not np.nan: if j is not np.nan: if 'IGH' in v: @@ -1639,8 +1653,13 @@ def parallel_marking(b): if filter_poorqualitybcr: poor_qual.append(b) drop_contig.append(l[b]) + if c is not None and c is not np.nan: + if 'IGH' in c: + if filter_poorqualitybcr: + poor_qual.append(b) + drop_contig.append(l[b]) - if v == np.nan or j == np.nan: + if v == np.nan or j == np.nan or v == None or j == None: if filter_poorqualitybcr: poor_qual.append(b) drop_contig.append(l[b]) # no/wrong annotations at all @@ -1784,6 +1803,7 @@ def parallel_marking(b): if len(hc_id) > 0: v = v_dict[hc_id[0]] j = j_dict[hc_id[0]] + c = c_dict[hc_id[0]] if 'IGH' not in v: if filter_poorqualitybcr: poor_qual.append(b) @@ -1794,9 +1814,16 @@ def parallel_marking(b): poor_qual.append(b) drop_contig.append(l[b]) drop_contig.append(h[b]) + if c is not np.nan and c is not None: + if 'IGH' not in c: + if filter_poorqualitybcr: + poor_qual.append(b) + drop_contig.append(l[b]) + drop_contig.append(h[b]) if len(lc_id) > 0: v = v_dict[lc_id[0]] j = j_dict[lc_id[0]] + c = c_dict[lc_id[0]] if 'IGH' in v: if filter_poorqualitybcr: poor_qual.append(b) @@ -1816,8 +1843,13 @@ def parallel_marking(b): if filter_poorqualitybcr: poor_qual.append(b) drop_contig.append(l[b]) + if c is not None and c is not np.nan: + if 'IGH' in c: + if filter_poorqualitybcr: + poor_qual.append(b) + drop_contig.append(l[b]) - if v == np.nan or j == np.nan: + if v == np.nan or j == np.nan or v == None or j == None: if filter_poorqualitybcr: poor_qual.append(b) drop_contig.append(l[b]) # no/wrong annotations at all @@ -1872,11 +1904,11 @@ def parallel_marking(b): for c in dat['cell_id']: if c not in adata.obs_names: filter_ids.append(c) - + _dat = dat[~(dat['cell_id'].isin(filter_ids))] _dat = _dat[~(_dat['sequence_id'].isin(drop_contig))] if _dat.shape[0] is 0: - raise IndexError('No BCRs passed filtering. Are you sure that the cell barcodes are matching? Make sure that the transcriptome data does not contain any "-#" at the suffix.') + raise IndexError('No BCRs passed filtering. Are you sure that the cell barcodes are matching?') if os.path.isfile(str(data)): _dat.to_csv("{}/{}_filtered.tsv".format(os.path.dirname(data), os.path.basename(data).split('.tsv')[0]), sep = '\t', index = False) @@ -1955,6 +1987,8 @@ def quantify_mutations(self, split_locus = False, region_definition=None, mutati dat = load_data(self.data) elif self.__class__ == pd.DataFrame or os.path.isfile(self): dat = load_data(self) + else: + raise ValueError("{} object/file not found.".format(self)) pandas2ri.activate() warnings.filterwarnings("ignore") @@ -1972,8 +2006,8 @@ def quantify_mutations(self, split_locus = False, region_definition=None, mutati dat = dat.where(dat.isna(), dat.astype(str)) try: dat_r = pandas2ri.py2rpy(dat) - except: - dat = dat.fillna('') + except: + dat = dat.astype(str) dat_r = pandas2ri.py2rpy(dat) results = sh.observedMutations(dat_r, sequenceColumn = "sequence_alignment", germlineColumn = "germline_alignment_d_mask", regionDefinition = reg_d, mutationDefinition = mut_d, frequency = frequency, combine = combine) @@ -1987,20 +2021,18 @@ def quantify_mutations(self, split_locus = False, region_definition=None, mutati try: dat_h_r = pandas2ri.py2rpy(dat_h) except: - dat_h = dat_h.fillna('') + dat_h = dat_h.astype(str) dat_h_r = pandas2ri.py2rpy(dat_h) dat_l = dat_l.where(dat_l.isna(), dat_l.astype(str)) try: dat_l_r = pandas2ri.py2rpy(dat_l) - except: - dat_l = dat_l.fillna('') + except: + dat_l = dat_l.astype(str) dat_l_r = pandas2ri.py2rpy(dat_l) results_h = sh.observedMutations(dat_h_r, sequenceColumn = "sequence_alignment", germlineColumn = "germline_alignment_d_mask", regionDefinition = reg_d, mutationDefinition = mut_d, frequency = frequency, combine = combine) - results_l = sh.observedMutations(dat_l_r, sequenceColumn = "sequence_alignment", germlineColumn = "germline_alignment_d_mask", regionDefinition = reg_d, mutationDefinition = mut_d, frequency = frequency, combine = combine) - # pd_df_h = pandas2ri.rpy2py_dataframe(results_h) - # pd_df_l = pandas2ri.rpy2py_dataframe(results_l) + results_l = sh.observedMutations(dat_l_r, sequenceColumn = "sequence_alignment", germlineColumn = "germline_alignment_d_mask", regionDefinition = reg_d, mutationDefinition = mut_d, frequency = frequency, combine = combine) pd_df = pd.concat([results_h, results_l]) pd_df.set_index('sequence_id', inplace = True, drop = False) @@ -2115,55 +2147,47 @@ def calculate_threshold(self, manual_threshold=None, model=None, normalize_metho from rpy2.robjects import pandas2ri, StrVector, FloatVector except: raise(ImportError("Unable to initialise R instance. Please run this separately through R with Shazam's tutorial.")) - sh = importr('shazam') + if self.__class__ == Dandelion: dat = load_data(self.data) elif self.__class__ == pd.DataFrame or os.path.isfile(str(self)): dat = load_data(self) - warnings.filterwarnings("ignore") - pandas2ri.activate() + warnings.filterwarnings("ignore") + sh = importr('shazam') + pandas2ri.activate() if 'v_call_genotyped' in dat.columns: v_call = 'v_call_genotyped' else: - v_call = 'v_call' - + v_call = 'v_call' if model is None: model_ = 'ham' else: - model_ = model - + model_ = model if normalize_method is None: norm_ = 'len' else: - norm_ = normalize_method - + norm_ = normalize_method if threshold_method is None: threshold_method_ = "density" else: - threshold_method_ = threshold_method - + threshold_method_ = threshold_method if subsample is None: subsample_ = NULL else: - subsample_ = subsample - + subsample_ = subsample if ncpu is None: ncpu_ = multiprocessing.cpu_count()-1 else: - ncpu_ = ncpu - - dat_h = dat[dat['locus'] == 'IGH'] - + ncpu_ = ncpu + dat_h = dat[dat['locus'] == 'IGH'] try: dat_h_r = pandas2ri.py2rpy(dat_h) - except: - dat_h = dat_h.fillna('') - dat_h_r = pandas2ri.py2rpy(dat_h) - + except: + dat_h = dat_h.astype(str) + dat_h_r = pandas2ri.py2rpy(dat_h) dist_ham = sh.distToNearest(dat_h_r, vCallColumn=v_call, model=model_, normalize=norm_, nproc=ncpu_, *args) # Find threshold using density method - dist = np.array(dist_ham['dist_nearest']) - + dist = np.array(dist_ham['dist_nearest']) if threshold_method_ is 'density': if edge is None: edge_ = 0.9 @@ -2176,23 +2200,19 @@ def calculate_threshold(self, manual_threshold=None, model=None, normalize_metho if threshold_model is None: threshold_model_ = "gamma-gamma" else: - threshold_model_ = threshold_model - + threshold_model_ = threshold_model if cross is None: cross_ = NULL else: - cross_ = cross - + cross_ = cross if cutoff is None: cutoff_ = 'optimal' else: - cutoff_ = cutoff - + cutoff_ = cutoff if sensitivity is None: sen_ = NULL else: - sen_ = sensitivity - + sen_ = sensitivity if specificity is None: spc_ = NULL else: @@ -2203,30 +2223,25 @@ def calculate_threshold(self, manual_threshold=None, model=None, normalize_metho if threshold_model is None: threshold_model_ = "gamma-gamma" else: - threshold_model_ = threshold_model - + threshold_model_ = threshold_model if cross is None: cross_ = NULL else: - cross_ = cross - + cross_ = cross if cutoff is None: cutoff_ = 'optimal' else: - cutoff_ = cutoff - + cutoff_ = cutoff if sensitivity is None: sen_ = NULL else: - sen_ = sensitivity - + sen_ = sensitivity if specificity is None: spc_ = NULL else: spc_ = specificity dist_threshold = sh.findThreshold(FloatVector(dist[~np.isnan(dist)]), method=threshold_method_, model = threshold_model_, cross = cross_, subsample = subsample_, cutoff = cutoff_, sen = sen_, spc = spc_) - threshold=np.array(dist_threshold.slots['threshold'])[0] - + threshold=np.array(dist_threshold.slots['threshold'])[0] if np.isnan(threshold): warnings.warn(UserWarning("Automatic thresholding failed. Please visually inspect the resulting distribution fits and choose a threshold value manually.")) # dist_ham = pandas2ri.rpy2py_dataframe(dist_ham) diff --git a/dandelion/preprocessing/external/__init__.py b/dandelion/preprocessing/external/__init__.py index cc5f48db4..befe954c2 100644 --- a/dandelion/preprocessing/external/__init__.py +++ b/dandelion/preprocessing/external/__init__.py @@ -2,6 +2,6 @@ # @Author: kt16 # @Date: 2020-05-12 18:42:02 # @Last Modified by: Kelvin -# @Last Modified time: 2020-10-16 00:35:07 +# @Last Modified time: 2020-11-06 10:46:41 -from ._preprocessing import assigngenes_igblast, makedb_igblast, tigger_genotype, insertGaps, recipe_scanpy_qc +from ._preprocessing import assigngenes_igblast, makedb_igblast, tigger_genotype, recipe_scanpy_qc diff --git a/dandelion/preprocessing/external/_preprocessing.py b/dandelion/preprocessing/external/_preprocessing.py index 3c14fd7b1..3626e5ec2 100644 --- a/dandelion/preprocessing/external/_preprocessing.py +++ b/dandelion/preprocessing/external/_preprocessing.py @@ -2,7 +2,7 @@ # @Author: kt16 # @Date: 2020-05-12 17:56:02 # @Last Modified by: Kelvin -# @Last Modified time: 2020-10-16 01:34:20 +# @Last Modified time: 2020-11-06 10:40:59 import os import pandas as pd @@ -12,22 +12,12 @@ from time import time from collections import OrderedDict from time import time - -# Presto and changeo imports -from presto.IO import printLog, printProgress, printError, printWarning -from changeo.Alignment import gapV -from changeo.Defaults import default_format, default_out_args -from changeo.Gene import buildGermline -from changeo.IO import countDbFile, getFormatOperators, getOutputHandle, readGermlines, checkFields - -# scanpy recipe -import scanpy as sc from ...utilities._utilities import * +import scanpy as sc import scipy.stats -import scrublet as scr import re -def assigngenes_igblast(fasta, igblast_db = None, org = 'human', loci = 'ig', fileformat = 'airr', verbose = False): +def assigngenes_igblast(fasta, igblast_db = None, org = 'human', loci = 'ig', verbose = False): """ reannotate with IgBLASTn @@ -41,8 +31,6 @@ def assigngenes_igblast(fasta, igblast_db = None, org = 'human', loci = 'ig', fi organism loci ig or tr - fileformat: str (Default: 'airr') - format of the output data. Default is 'airr'. changeo' will trigger legacy changeo format. *args any arguments for ``AssignGenes.py`` @@ -51,8 +39,6 @@ def assigngenes_igblast(fasta, igblast_db = None, org = 'human', loci = 'ig', fi igblast annotated file """ - - file_format_dict = {'changeo':'blast', 'airr':'airr'} env = os.environ.copy() if igblast_db is None: try: @@ -63,30 +49,27 @@ def assigngenes_igblast(fasta, igblast_db = None, org = 'human', loci = 'ig', fi env['IGDATA'] = igblast_db igdb = env['IGDATA'] - cmd = ['AssignGenes.py', 'igblast', - '-s', fasta, - '-b', igdb, - '--organism', org, - '--loci', loci, - '--format', file_format_dict[fileformat] + outfolder = os.path.abspath(os.path.dirname(fasta))+'/tmp' + informat_dict = {'blast':'_igblast.fmt7', 'airr':'_igblast.tsv'} + if not os.path.exists(outfolder): + os.makedirs(outfolder) + + for fileformat in ['blast', 'airr']: + outfile = os.path.basename(fasta).split('.fasta')[0] + informat_dict[fileformat] + cmd = ['AssignGenes.py', 'igblast', + '-s', fasta, + '-b', igdb, + '--organism', org, + '--loci', loci, + '--format', fileformat, + '-o', "{}/{}".format(outfolder, outfile) ] - if verbose: - print('Running command: %s\n' % (' '.join(cmd))) - run(cmd, env=env) # logs are printed to terminal - - informat_dict = {'changeo':'_igblast.fmt7'} + if verbose: + print('Running command: %s\n' % (' '.join(cmd))) + run(cmd, env=env) # logs are printed to terminal - if fileformat == 'changeo': - outfolder = os.path.abspath(os.path.dirname(fasta))+'/tmp' - if not os.path.exists(outfolder): - os.makedirs(outfolder) - in_file = fasta.split('.fasta')[0] + informat_dict[fileformat] - outfile = os.path.basename(fasta).split('.fasta')[0] + informat_dict[fileformat] - out_file = "{}/{}".format(outfolder, outfile) - os.replace(in_file, out_file) - -def makedb_igblast(fasta, igblast_output = None, germline = None, org = 'human', extended = False, verbose = False): +def makedb_igblast(fasta, igblast_output = None, germline = None, org = 'human', extended = True, verbose = False): """ parses IgBLAST output to change-o format @@ -148,11 +131,6 @@ def makedb_igblast(fasta, igblast_output = None, germline = None, org = 'human', print('Running command: %s\n' % (' '.join(cmd))) run(cmd, env=env) # logs are printed to terminal - new_file = igbo.replace('.fmt7', '_db-pass.tsv') - outfolder = os.path.dirname(new_file).split('/tmp')[0] - out_file = "{}/{}".format(outfolder, os.path.basename(new_file)) - os.replace(new_file, out_file) - def tigger_genotype(data, germline=None, outdir=None, org = 'human', fileformat = 'airr', verbose = False): """ reassignAlleles with TIgGER in R. @@ -229,149 +207,150 @@ def tigger_genotype(data, germline=None, outdir=None, org = 'human', fileformat if verbose: print(msg) -def insertGaps(db_file, references=None, format=default_format, - out_file=None, out_args=default_out_args): - """ - Inserts IMGT numbering into V fields - - Arguments: - db_file : the database file name. - references : folder with germline repertoire files. If None, do not updated alignment columns wtih IMGT gaps. - format : input format. - out_file : output file name. Automatically generated from the input file if None. - out_args : common output argument dictionary from parseCommonArgs. - - Returns: - str : output file name - """ - log = OrderedDict() - log['START'] = 'insertGaps' - log['COMMAND'] = 'insertGaps' - log['FILE'] = os.path.basename(db_file) - # printLog(log) - - # Define format operators - try: - reader, writer, schema = getFormatOperators(format) - except ValueError: - printError('Invalid format %s.' % format) - - # Open input - db_handle = open(db_file, 'rt') - db_iter = reader(db_handle) - - # Check for required columns - try: - required = ['sequence_imgt', 'v_germ_start_imgt'] - checkFields(required, db_iter.fields, schema=schema) - except LookupError as e: - printError(e) - - # Load references - reference_dict = readGermlines(references) - - # Check for IMGT-gaps in germlines - if all('...' not in x for x in reference_dict.values()): - printWarning('Germline reference sequences do not appear to contain IMGT-numbering spacers. Results may be incorrect.') - - # Open output writer - if out_file is not None: - pass_handle = open(out_file, 'w') - else: - pass_handle = getOutputHandle(db_file, out_label='gap', out_dir=out_args['out_dir'], - out_name=out_args['out_name'], out_type=schema.out_type) - pass_writer = writer(pass_handle, fields=db_iter.fields) - - # Count records - result_count = countDbFile(db_file) - - # Iterate over records - start_time = time() - rec_count = pass_count = 0 - for rec in db_iter: - # Print progress for previous iteration - # printProgress(rec_count, result_count, 0.05, start_time=start_time) - rec_count += 1 - # Update IMGT fields - imgt_dict = correctIMGTFields(rec, reference_dict) - # Write records - if imgt_dict is not None: - pass_count += 1 - rec.setDict(imgt_dict, parse=False) - pass_writer.writeReceptor(rec) - - # Print counts - # printProgress(rec_count, result_count, 0.05, start_time=start_time) - log = OrderedDict() - log['OUTPUT'] = os.path.basename(pass_handle.name) - log['RECORDS'] = rec_count - log['PASS'] = pass_count - log['FAIL'] = rec_count - pass_count - log['END'] = 'insertGaps' - # printLog(log) - - # Close file handles - pass_handle.close() - db_handle.close() - - return pass_handle.name - -def correctIMGTFields(receptor, references): - """ - Add IMGT-gaps to IMGT fields in a Receptor object - - Arguments: - receptor (changeo.Receptor.Receptor): Receptor object to modify. - references (dict): dictionary of IMGT-gapped references sequences. - - Returns: - changeo.Receptor.Receptor: modified Receptor with IMGT-gapped fields. - """ - # Initialize update object - imgt_dict = {'sequence_imgt': None, - 'v_germ_start_imgt': None, - 'v_germ_length_imgt': None, - 'germline_imgt': None} - - try: - if not all([receptor.sequence_imgt, - receptor.v_germ_start_imgt, - receptor.v_germ_length_imgt, - receptor.v_call]): - raise AttributeError - except AttributeError: - return None - - # Update IMGT fields - try: - gapped = gapV(receptor.sequence_imgt, - receptor.v_germ_start_imgt, - receptor.v_germ_length_imgt, - receptor.v_call, - references) - except KeyError as e: - printWarning(e) - return None - - # Verify IMGT-gapped sequence and junction concur - try: - check = (receptor.junction == gapped['sequence_imgt'][309:(309 + receptor.junction_length)]) - except TypeError: - check = False - if not check: - return None - - # Rebuild germline sequence - __, germlines, __ = buildGermline(receptor, references) - if germlines is None: - return None - else: - gapped['germline_imgt'] = germlines['full'] - - # Update return object - imgt_dict.update(gapped) - - return imgt_dict +## commented out originally in ConvertDb, not sure if it works properly +# def insertGaps(db_file, references=None, format=default_format, +# out_file=None, out_args=default_out_args): +# """ +# Inserts IMGT numbering into V fields + +# Arguments: +# db_file : the database file name. +# references : folder with germline repertoire files. If None, do not updated alignment columns wtih IMGT gaps. +# format : input format. +# out_file : output file name. Automatically generated from the input file if None. +# out_args : common output argument dictionary from parseCommonArgs. + +# Returns: +# str : output file name +# """ +# log = OrderedDict() +# log['START'] = 'insertGaps' +# log['COMMAND'] = 'insertGaps' +# log['FILE'] = os.path.basename(db_file) +# # printLog(log) + +# # Define format operators +# try: +# reader, writer, schema = getFormatOperators(format) +# except ValueError: +# printError('Invalid format %s.' % format) + +# # Open input +# db_handle = open(db_file, 'rt') +# db_iter = reader(db_handle) + +# # Check for required columns +# try: +# required = ['sequence_imgt', 'v_germ_start_imgt'] +# checkFields(required, db_iter.fields, schema=schema) +# except LookupError as e: +# printError(e) + +# # Load references +# reference_dict = readGermlines(references) + +# # Check for IMGT-gaps in germlines +# if all('...' not in x for x in reference_dict.values()): +# printWarning('Germline reference sequences do not appear to contain IMGT-numbering spacers. Results may be incorrect.') + +# # Open output writer +# if out_file is not None: +# pass_handle = open(out_file, 'w') +# else: +# pass_handle = getOutputHandle(db_file, out_label='gap', out_dir=out_args['out_dir'], +# out_name=out_args['out_name'], out_type=schema.out_type) +# pass_writer = writer(pass_handle, fields=db_iter.fields) + +# # Count records +# result_count = countDbFile(db_file) + +# # Iterate over records +# start_time = time() +# rec_count = pass_count = 0 +# for rec in db_iter: +# # Print progress for previous iteration +# # printProgress(rec_count, result_count, 0.05, start_time=start_time) +# rec_count += 1 +# # Update IMGT fields +# imgt_dict = correctIMGTFields(rec, reference_dict) +# # Write records +# if imgt_dict is not None: +# pass_count += 1 +# rec.setDict(imgt_dict, parse=False) +# pass_writer.writeReceptor(rec) + +# # Print counts +# # printProgress(rec_count, result_count, 0.05, start_time=start_time) +# log = OrderedDict() +# log['OUTPUT'] = os.path.basename(pass_handle.name) +# log['RECORDS'] = rec_count +# log['PASS'] = pass_count +# log['FAIL'] = rec_count - pass_count +# log['END'] = 'insertGaps' +# # printLog(log) + +# # Close file handles +# pass_handle.close() +# db_handle.close() + +# return pass_handle.name + +# def correctIMGTFields(receptor, references): +# """ +# Add IMGT-gaps to IMGT fields in a Receptor object + +# Arguments: +# receptor (changeo.Receptor.Receptor): Receptor object to modify. +# references (dict): dictionary of IMGT-gapped references sequences. + +# Returns: +# changeo.Receptor.Receptor: modified Receptor with IMGT-gapped fields. +# """ +# # Initialize update object +# imgt_dict = {'sequence_imgt': None, +# 'v_germ_start_imgt': None, +# 'v_germ_length_imgt': None, +# 'germline_imgt': None} + +# try: +# if not all([receptor.sequence_imgt, +# receptor.v_germ_start_imgt, +# receptor.v_germ_length_imgt, +# receptor.v_call]): +# raise AttributeError +# except AttributeError: +# return None + +# # Update IMGT fields +# try: +# gapped = gapV(receptor.sequence_imgt, +# receptor.v_germ_start_imgt, +# receptor.v_germ_length_imgt, +# receptor.v_call, +# references) +# except KeyError as e: +# printWarning(e) +# return None + +# # Verify IMGT-gapped sequence and junction concur +# try: +# check = (receptor.junction == gapped['sequence_imgt'][309:(309 + receptor.junction_length)]) +# except TypeError: +# check = False +# if not check: +# return None + +# # Rebuild germline sequence +# __, germlines, __ = buildGermline(receptor, references) +# if germlines is None: +# return None +# else: +# gapped['germline_imgt'] = germlines['full'] + +# # Update return object +# imgt_dict.update(gapped) + +# return imgt_dict def recipe_scanpy_qc(self, max_genes=2500, min_genes=200, mito_cutoff=5, pval_cutoff=0.1, min_counts=None, max_counts=None, batch_term=None, blacklist=None): """ @@ -403,7 +382,12 @@ def recipe_scanpy_qc(self, max_genes=2500, min_genes=200, mito_cutoff=5, pval_cu """ _adata = self.copy() - # run scrublet + # run scrublet + try: + import scrublet as scr + except: + raise ImportError('Please install scrublet with pip install scrublet.') + scrub = scr.Scrublet(_adata.X) doublet_scores, predicted_doublets = scrub.scrub_doublets(verbose=False) _adata.obs['scrublet_score'] = doublet_scores diff --git a/dandelion/tools/__init__.py b/dandelion/tools/__init__.py index 2e1addb8f..ecc98ea79 100644 --- a/dandelion/tools/__init__.py +++ b/dandelion/tools/__init__.py @@ -2,8 +2,8 @@ # @Author: Kelvin # @Date: 2020-05-13 23:21:45 # @Last Modified by: Kelvin -# @Last Modified time: 2020-08-17 18:22:08 +# @Last Modified time: 2020-11-11 13:55:57 from ._tools import find_clones, transfer, define_clones, clone_size -from ._network import extract_edge_weights, clone_degree, generate_network +from ._network import extract_edge_weights, clone_degree, clone_centrality, generate_network from ._diversity import clone_diversity, clone_rarefaction \ No newline at end of file diff --git a/dandelion/tools/_diversity.py b/dandelion/tools/_diversity.py index 2a2d80805..4f0b74c06 100644 --- a/dandelion/tools/_diversity.py +++ b/dandelion/tools/_diversity.py @@ -2,7 +2,7 @@ # @Author: Kelvin # @Date: 2020-08-13 21:08:53 # @Last Modified by: Kelvin -# @Last Modified time: 2020-09-09 14:24:53 +# @Last Modified time: 2020-11-13 21:16:01 import pandas as pd import numpy as np @@ -83,7 +83,7 @@ def clone_rarefaction(self, groupby, clone_key=None, diversity_key = None): if self.__class__ == Dandelion: return({'rarefaction_cells_x':pred, 'rarefaction_clones_y':y}) -def clone_diversity(self, groupby, method = 'gini', clone_key = None, update_obs_meta = True, diversity_key = None, resample = True, n_resample = 50, normalize = True): +def clone_diversity(self, groupby, method = 'gini', metric = None, clone_key = None, update_obs_meta = True, diversity_key = None, resample = True, n_resample = 50, normalize = True): """ Compute B cell clones diversity : Gini indices, Chao1 estimates, or Shannon entropy. @@ -92,9 +92,11 @@ def clone_diversity(self, groupby, method = 'gini', clone_key = None, update_obs self : Dandelion, AnnData `Dandelion` or `AnnData` object. groupby : str - Column name to calculate the gini indices on, for e.g. sample, patient etc. + Column name to calculate the gini indices on, for e.g. sample, patient etc. method : str - Method for diversity estimation. Either one of ['gini', 'chao1', 'shannon']. + Method for diversity estimation. Either one of ['gini', 'chao1', 'shannon']. + metric : str, optional + Metric to use for calculating Gini indices of clones. Accepts 'clone_degree' and 'clone_centrality'. Defaults to 'clone_centrality'. clone_key : str, optional Column name specifying the clone_id column in metadata. update_obs_meta : bool @@ -113,9 +115,9 @@ def clone_diversity(self, groupby, method = 'gini', clone_key = None, update_obs """ if method == 'gini': if update_obs_meta: - diversity_gini(self, groupby, clone_key, update_obs_meta, diversity_key, resample, n_resample) + diversity_gini(self, groupby, metric, clone_key, update_obs_meta, diversity_key, resample, n_resample) else: - return(diversity_gini(self, groupby, clone_key, update_obs_meta, diversity_key, resample, n_resample)) + return(diversity_gini(self, groupby, metric, clone_key, update_obs_meta, diversity_key, resample, n_resample)) if method == 'chao1': if update_obs_meta: diversity_chao1(self, groupby, clone_key, update_obs_meta, diversity_key, resample, n_resample) @@ -127,7 +129,7 @@ def clone_diversity(self, groupby, method = 'gini', clone_key = None, update_obs else: return(diversity_shannon(self, groupby, clone_key, update_obs_meta, diversity_key, resample, n_resample, normalize)) -def diversity_gini(self, groupby, clone_key = None, update_obs_meta = False, diversity_key = None, resample = True, n_resample = 50): +def diversity_gini(self, groupby, metric = None, clone_key = None, update_obs_meta = False, diversity_key = None, resample = True, n_resample = 50): """ Compute B cell clones Gini indices. @@ -137,6 +139,8 @@ def diversity_gini(self, groupby, clone_key = None, update_obs_meta = False, div `Dandelion` or `AnnData` object. groupby : str Column name to calculate the Gini indices on, for e.g. sample, patient etc. + metric : str, optional + Metric to use for calculating Gini indices of clones. Accepts 'clone_degree' and 'clone_centrality'. Defaults to 'clone_centrality'. clone_key : str, optional Column name specifying the clone_id column in metadata. update_obs_meta : bool @@ -153,7 +157,7 @@ def diversity_gini(self, groupby, clone_key = None, update_obs_meta = False, div """ start = logg.info('Calculating Gini indices') - def gini_indices(self, groupby, clone_key = None, resample = True, n_resample = 50): + def gini_indices(self, groupby, metric = None, clone_key = None, resample = True, n_resample = 50): if self.__class__ == AnnData: metadata = self.obs.copy() elif self.__class__ == Dandelion: @@ -163,8 +167,19 @@ def gini_indices(self, groupby, clone_key = None, resample = True, n_resample = else: clonekey = clone_key - if 'clone_degree' not in metadata.columns: - raise ValueError("`clone_degree` not found in provided object. Please run tl.clone_degree") + if metric is None: + met = 'clone_centrality' + else: + met = metric + + if met not in metadata.columns: + from ..tools._network import clone_centrality, clone_degree + if met == 'clone_centrality': + raise ValueError("`clone_centrality` not found in metadata. Please run tl.clone_centrality") + elif met == 'clone_degree': + raise ValueError("`clone_degree` not found in metadata. Please run tl.clone_degree") + else: + raise ValueError("`metric` not recognised. Please specify either `clone_centrality` or `clone_degree`.") # split up the table by groupby groups = list(set(metadata[groupby])) @@ -196,8 +211,8 @@ def gini_indices(self, groupby, clone_key = None, resample = True, n_resample = g_c = np.nan sizelist.append(g_c) - # vertex weighted degree distribution - graphcounts = np.array(_dat['clone_degree'].value_counts()) + # vertex closeness centrality or weighted degree distribution + graphcounts = np.array(_dat[met].value_counts()) if len(graphcounts) > 0: g_c = gini_index(graphcounts) else: @@ -228,8 +243,8 @@ def gini_indices(self, groupby, clone_key = None, resample = True, n_resample = else: g_c = np.nan res1.update({g:g_c}) - # vertex weighted degree distribution - graphcounts = np.array(_dat['clone_degree'].value_counts()) + # vertex closeness centrality or weighted degree distribution + graphcounts = np.array(_dat[met].value_counts()) if len(graphcounts) > 0: g_c = gini_index(graphcounts, method = 'trapezoids') else: @@ -237,7 +252,7 @@ def gini_indices(self, groupby, clone_key = None, resample = True, n_resample = res2.update({g:g_c}) res_df = pd.DataFrame.from_dict([res1,res2]).T - res_df.columns = ['clone_size_gini', 'clone_degree_gini'] + res_df.columns = ['clone_size_gini', met + '_gini'] return(res_df) def transfer_gini_indices(self, gini_results, groupby): diff --git a/dandelion/tools/_network.py b/dandelion/tools/_network.py index bf82e7921..0088c721f 100644 --- a/dandelion/tools/_network.py +++ b/dandelion/tools/_network.py @@ -2,7 +2,7 @@ # @Author: Kelvin # @Date: 2020-08-12 18:08:04 # @Last Modified by: Kelvin -# @Last Modified time: 2020-10-22 10:39:30 +# @Last Modified time: 2020-11-11 14:06:11 import pandas as pd import numpy as np @@ -172,12 +172,17 @@ def generate_network(self, distance_mode='simple', min_size=2, aa_or_nt=None, cl tmp_.fillna(0, inplace = True) tmp_clone_tree3[x] = tmp_ - # here I'm using a temporary edge list to catch all cells that were identified as clones to forcefully link them up if they were clipped off during the mst step + # here I'm using a temporary edge list to catch all cells that were identified as clones to forcefully link them up if they were identical but clipped off during the mst step tmp_edge_list = Tree() for c in tqdm(tmp_clone_tree3, desc = 'Linking edges '): G = nx.from_pandas_adjacency(tmp_clone_tree3[c], create_using=nx.MultiDiGraph()) G.edges(data=True) tmp_edge_list[c] = nx.to_pandas_edgelist(G) + tmp_edge_list[c].index = [(s, t) for s, t in zip(tmp_edge_list[c]['source'], tmp_edge_list[c]['target'])] + for idx in tmp_edge_list[c].index: + if tmp_totaldist.loc[idx[0], idx[1]] > 0: + tmp_edge_list[c].drop(idx, inplace = True) + tmp_edge_list[c].reset_index(inplace = True) # try to catch situations where there's no edge (only singletons) try: @@ -250,10 +255,13 @@ def mst(mat): def clone_degree(self, weight='weight'): start = logg.info('Calculating clone degree') if self.__class__ == Dandelion: - dist = np.sum([self.distance[x].toarray() for x in self.distance if type(self.distance[x]) is csr_matrix], axis = 0) - A = csr_matrix(dist) - G = nx.Graph() - G.add_weighted_edges_from(zip(list(self.metadata.index), list(self.metadata.index), A.data)) + try: + G = self.graph[0] + except: + dist = np.sum([self.distance[x].toarray() for x in self.distance if type(self.distance[x]) is csr_matrix], axis = 0) + A = csr_matrix(dist) + G = nx.Graph() + G.add_weighted_edges_from(zip(list(self.metadata.index), list(self.metadata.index), A.data)) cd = pd.DataFrame.from_dict(G.degree(weight = weight)) cd.set_index(0, inplace = True) self.metadata['clone_degree'] = pd.Series(cd[1]) @@ -262,6 +270,24 @@ def clone_degree(self, weight='weight'): logg.info(' finished', time=start, deep=('Updated Dandelion metadata\n')) +def clone_centrality(self, weight='weight'): + start = logg.info('Calculating clone closeness centrality') + if self.__class__ == Dandelion: + try: + G = self.graph[0] + except: + dist = np.sum([self.distance[x].toarray() for x in self.distance if type(self.distance[x]) is csr_matrix], axis = 0) + A = csr_matrix(dist) + G = nx.Graph() + G.add_weighted_edges_from(zip(list(self.metadata.index), list(self.metadata.index), A.data)) + cc = nx.closeness_centrality(G) + cc = pd.DataFrame.from_dict(cc, orient = 'index', columns = ['clone_centrality']) + self.metadata['clone_centrality'] = pd.Series(cc['clone_centrality']) + else: + raise TypeError('Input object must be of {}'.format(Dandelion)) + logg.info(' finished', time=start, + deep=('Updated Dandelion metadata\n')) + def generate_layout(vertices, edges, min_size = 2, weight = None): G = nx.Graph() G.add_nodes_from(vertices) diff --git a/dandelion/tools/_tools.py b/dandelion/tools/_tools.py index 22ac2cddd..79de0ad36 100644 --- a/dandelion/tools/_tools.py +++ b/dandelion/tools/_tools.py @@ -2,7 +2,7 @@ # @Author: Kelvin # @Date: 2020-05-13 23:22:18 # @Last Modified by: Kelvin -# @Last Modified time: 2020-10-27 18:25:57 +# @Last Modified time: 2020-11-13 21:05:42 import os import sys @@ -614,11 +614,13 @@ def transfer(self, dandelion, full_graph=False, neighbors_key = None, rna_key = self.obsp['distances'] = df_distances_.copy() self.obsp[b_connectivities_key] = self.obsp["connectivities"].copy() self.obsp[b_distances_key] = self.obsp["distances"].copy() - - self.uns[neighbors_key]['connectivities'] = df_connectivities_.copy() - self.uns[neighbors_key]['distances'] = df_distances_.copy() - self.uns[neighbors_key]['params'] = {'method':'bcr'} - self.uns[bcr_neighbors_key] = self.uns[neighbors_key].copy() + # try: + # self.uns[neighbors_key]['connectivities'] = df_connectivities_.copy() + # self.uns[neighbors_key]['distances'] = df_distances_.copy() + # self.uns[neighbors_key]['params'] = {'method':'bcr'} + # self.uns[bcr_neighbors_key] = self.uns[neighbors_key].copy() + # except: + # pass for x in dandelion.metadata.columns: self.obs[x] = pd.Series(dandelion.metadata[x]) @@ -702,8 +704,8 @@ def define_clones(self, dist = None, action = 'set', model = 'ham', norm = 'len' outFolder = "{}".format(os.path.dirname(self)) else: import tempfile - tmpFolder = "{}/tmp".format(tempfile.TemporaryDirectory()) - outFolder = "{}".format(tempfile.TemporaryDirectory()) + tmpFolder = "{}/tmp".format(tempfile.TemporaryDirectory().name) + outFolder = "{}".format(tempfile.TemporaryDirectory().name) if not os.path.exists(tmpFolder): os.makedirs(tmpFolder) diff --git a/dandelion/utilities/_utilities.py b/dandelion/utilities/_utilities.py index faf372c6c..900160d7e 100644 --- a/dandelion/utilities/_utilities.py +++ b/dandelion/utilities/_utilities.py @@ -2,7 +2,7 @@ # @Author: kt16 # @Date: 2020-05-12 14:01:32 # @Last Modified by: Kelvin -# @Last Modified time: 2020-10-27 18:57:39 +# @Last Modified time: 2020-11-13 20:53:23 import sys import os @@ -642,8 +642,6 @@ def update_germline(self, corrected = None, germline = None, org = 'human'): personalized_ref_dict = readGermlines([corrected]) # update with the personalized germline database germline_ref.update(personalized_ref_dict) - else: - pass self.germline.update(germline_ref) logg.info(' finished', time=start, @@ -662,8 +660,12 @@ def update_germline(self, corrected = None, germline = None, org = 'human'): def write(self, filename='dandelion_data.pkl.pbz2'): if isBZIP(filename): - with bz2.BZ2File(filename, 'w') as f: - cPickle.dump(self, f) + try: + with bz2.BZ2File(filename, 'w') as f: + cPickle.dump(self, f) + except: + with bz2.BZ2File(filename, 'w') as f: + cPickle.dump(self, f, protocol = 4) else: f = open(filename, 'wb') cPickle.dump(self, f) diff --git a/dandelion/version.py b/dandelion/version.py index 39e1636fe..fd6ac61a8 100644 --- a/dandelion/version.py +++ b/dandelion/version.py @@ -1 +1 @@ -__version__ = "0.0.17" \ No newline at end of file +__version__ = "0.0.21" \ No newline at end of file diff --git a/database/blast/human/human_BCR_C.fasta.nin b/database/blast/human/human_BCR_C.fasta.nin index d2c7e776d..607c93958 100644 Binary files a/database/blast/human/human_BCR_C.fasta.nin and b/database/blast/human/human_BCR_C.fasta.nin differ diff --git a/database/blast/human/human_BCR_C.fasta.nsd b/database/blast/human/human_BCR_C.fasta.nsd new file mode 100644 index 000000000..d8b296b27 --- /dev/null +++ b/database/blast/human/human_BCR_C.fasta.nsd @@ -0,0 +1,210 @@ +igha1*010 +igha1*031 +igha2*012 +igha2*023 +igha2*034 +ighd*015 +ighd*026 +ighe*017 +ighe*028 +ighe*039 +ighe*0410 +ighg1*0111 +ighg1*0212 +ighg1*0313 +ighg1*0414 +ighg1*0515 +ighg1*0616 +ighg1*0717 +ighg1*0818 +ighg1*0919 +ighg1*1020 +ighg1*1121 +ighg1*1222 +ighg1*1323 +ighg1*1424 +ighg2*0125 +ighg2*0226 +ighg2*0327 +ighg2*0428 +ighg2*0529 +ighg2*0630 +ighg2*0731 +ighg2*0832 +ighg2*0933 +ighg2*1034 +ighg2*1135 +ighg2*1236 +ighg2*1337 +ighg2*1438 +ighg2*1539 +ighg3*0140 +ighg3*0241 +ighg3*0342 +ighg3*0443 +ighg3*0544 +ighg3*0645 +ighg3*0746 +ighg3*0847 +ighg3*0948 +ighg3*1049 +ighg3*1150 +ighg3*1251 +ighg3*1352 +ighg3*1453 +ighg3*1554 +ighg3*1655 +ighg3*1756 +ighg3*1857 +ighg3*1958 +ighg3*2059 +ighg3*2160 +ighg3*2261 +ighg3*2362 +ighg3*2463 +ighg3*2564 +ighg3*2665 +ighg3*2766 +ighg3*2867 +ighg3*2968 +ighg4*0169 +ighg4*0470 +ighm*0171 +ighm*0272 +ighm*0373 +ighm*0474 +igkc*0175 +igkc*0276 +igkc*0377 +igkc*0478 +igkc*0579 +iglc/or22-1*0180 +iglc/or22-2*0181 +iglc1*0182 +iglc1*0283 +iglc2*0184 +iglc2*0285 +iglc2*0386 +iglc3*0187 +iglc3*0288 +iglc3*0389 +iglc3*0490 +iglc4*0191 +iglc4*0292 +iglc5*0193 +iglc5*0294 +iglc6*0195 +iglc6*0296 +iglc6*0397 +iglc6*0498 +iglc6*0599 +iglc7*01100 +iglc7*02101 +iglc7*03102 +iglj-c/or18*01103 +iglj-c/or18*02104 +lcl|igha1*010 +lcl|igha1*031 +lcl|igha2*012 +lcl|igha2*023 +lcl|igha2*034 +lcl|ighd*015 +lcl|ighd*026 +lcl|ighe*017 +lcl|ighe*028 +lcl|ighe*039 +lcl|ighe*0410 +lcl|ighg1*0111 +lcl|ighg1*0212 +lcl|ighg1*0313 +lcl|ighg1*0414 +lcl|ighg1*0515 +lcl|ighg1*0616 +lcl|ighg1*0717 +lcl|ighg1*0818 +lcl|ighg1*0919 +lcl|ighg1*1020 +lcl|ighg1*1121 +lcl|ighg1*1222 +lcl|ighg1*1323 +lcl|ighg1*1424 +lcl|ighg2*0125 +lcl|ighg2*0226 +lcl|ighg2*0327 +lcl|ighg2*0428 +lcl|ighg2*0529 +lcl|ighg2*0630 +lcl|ighg2*0731 +lcl|ighg2*0832 +lcl|ighg2*0933 +lcl|ighg2*1034 +lcl|ighg2*1135 +lcl|ighg2*1236 +lcl|ighg2*1337 +lcl|ighg2*1438 +lcl|ighg2*1539 +lcl|ighg3*0140 +lcl|ighg3*0241 +lcl|ighg3*0342 +lcl|ighg3*0443 +lcl|ighg3*0544 +lcl|ighg3*0645 +lcl|ighg3*0746 +lcl|ighg3*0847 +lcl|ighg3*0948 +lcl|ighg3*1049 +lcl|ighg3*1150 +lcl|ighg3*1251 +lcl|ighg3*1352 +lcl|ighg3*1453 +lcl|ighg3*1554 +lcl|ighg3*1655 +lcl|ighg3*1756 +lcl|ighg3*1857 +lcl|ighg3*1958 +lcl|ighg3*2059 +lcl|ighg3*2160 +lcl|ighg3*2261 +lcl|ighg3*2362 +lcl|ighg3*2463 +lcl|ighg3*2564 +lcl|ighg3*2665 +lcl|ighg3*2766 +lcl|ighg3*2867 +lcl|ighg3*2968 +lcl|ighg4*0169 +lcl|ighg4*0470 +lcl|ighm*0171 +lcl|ighm*0272 +lcl|ighm*0373 +lcl|ighm*0474 +lcl|igkc*0175 +lcl|igkc*0276 +lcl|igkc*0377 +lcl|igkc*0478 +lcl|igkc*0579 +lcl|iglc/or22-1*0180 +lcl|iglc/or22-2*0181 +lcl|iglc1*0182 +lcl|iglc1*0283 +lcl|iglc2*0184 +lcl|iglc2*0285 +lcl|iglc2*0386 +lcl|iglc3*0187 +lcl|iglc3*0288 +lcl|iglc3*0389 +lcl|iglc3*0490 +lcl|iglc4*0191 +lcl|iglc4*0292 +lcl|iglc5*0193 +lcl|iglc5*0294 +lcl|iglc6*0195 +lcl|iglc6*0296 +lcl|iglc6*0397 +lcl|iglc6*0498 +lcl|iglc6*0599 +lcl|iglc7*01100 +lcl|iglc7*02101 +lcl|iglc7*03102 +lcl|iglj-c/or18*01103 +lcl|iglj-c/or18*02104 diff --git a/database/blast/human/human_BCR_C.fasta.nsi b/database/blast/human/human_BCR_C.fasta.nsi new file mode 100644 index 000000000..3d2a0ba9d Binary files /dev/null and b/database/blast/human/human_BCR_C.fasta.nsi differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta b/database/blast/mouse/mouse_BCR_C.fasta old mode 100755 new mode 100644 index 23e0609d8..5d1e7a591 --- a/database/blast/mouse/mouse_BCR_C.fasta +++ b/database/blast/mouse/mouse_BCR_C.fasta @@ -83,8 +83,6 @@ tccatggtgaccctgggatgcctggtcaagggctatttccctgagccagtgacagtgacc tggaactctggatccctgtccagcggtgtgcacaccttcccagctgtcctgcagtctgac ctctacactctgagcagctcagtgactgtcccctccagcacctggcccagccagaccgtc acctgcaacgttgcccacccggccagcagcaccaaggtggacaagaaaatt ->IGHG1*02 -gtgcccagggattgtggttgtaagccttgcatatgtaca >IGHG2A*01 gccaaaacaacagccccatcggtctatccactggcccctgtgtgtggagatacaactggc tcctcggtgactctaggatgcctggtcaagggttatttccctgagccagtgaccttgacc diff --git a/database/blast/mouse/mouse_BCR_C.fasta.ndb b/database/blast/mouse/mouse_BCR_C.fasta.ndb new file mode 100644 index 000000000..fce80c2c7 Binary files /dev/null and b/database/blast/mouse/mouse_BCR_C.fasta.ndb differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta.nhr b/database/blast/mouse/mouse_BCR_C.fasta.nhr new file mode 100644 index 000000000..62507ad96 Binary files /dev/null and b/database/blast/mouse/mouse_BCR_C.fasta.nhr differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta.nin b/database/blast/mouse/mouse_BCR_C.fasta.nin new file mode 100644 index 000000000..44b18eaa6 Binary files /dev/null and b/database/blast/mouse/mouse_BCR_C.fasta.nin differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta.nog b/database/blast/mouse/mouse_BCR_C.fasta.nog new file mode 100644 index 000000000..4d697692d Binary files /dev/null and b/database/blast/mouse/mouse_BCR_C.fasta.nog differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta.nos b/database/blast/mouse/mouse_BCR_C.fasta.nos old mode 100755 new mode 100644 index 8cc7a551c..db63f7959 Binary files a/database/blast/mouse/mouse_BCR_C.fasta.nos and b/database/blast/mouse/mouse_BCR_C.fasta.nos differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta.not b/database/blast/mouse/mouse_BCR_C.fasta.not old mode 100755 new mode 100644 index 6f43ac295..df2dd91b1 Binary files a/database/blast/mouse/mouse_BCR_C.fasta.not and b/database/blast/mouse/mouse_BCR_C.fasta.not differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta.nsq b/database/blast/mouse/mouse_BCR_C.fasta.nsq new file mode 100644 index 000000000..1ea05e22f Binary files /dev/null and b/database/blast/mouse/mouse_BCR_C.fasta.nsq differ diff --git a/database/blast/mouse/mouse_BCR_C.fasta.ntf b/database/blast/mouse/mouse_BCR_C.fasta.ntf old mode 100755 new mode 100644 diff --git a/database/blast/mouse/mouse_BCR_C.fasta.nto b/database/blast/mouse/mouse_BCR_C.fasta.nto old mode 100755 new mode 100644 index fff341773..501ee0873 Binary files a/database/blast/mouse/mouse_BCR_C.fasta.nto and b/database/blast/mouse/mouse_BCR_C.fasta.nto differ diff --git a/database/germlines/imgt/IMGT.yaml b/database/germlines/imgt/IMGT.yaml index d66d601e4..dd08911e9 100644 --- a/database/germlines/imgt/IMGT.yaml +++ b/database/germlines/imgt/IMGT.yaml @@ -1,5 +1,5 @@ source: http://www.imgt.org/IMGT_GENE-DB -date: 2020.10.31 +date: 2020.11.01 species: - human:Homo+sapiens - mouse:Mus diff --git a/database/igblast/database/imgt_aa_human_ig_v.pin b/database/igblast/database/imgt_aa_human_ig_v.pin index 499bff119..1c6ef69f1 100644 Binary files a/database/igblast/database/imgt_aa_human_ig_v.pin and b/database/igblast/database/imgt_aa_human_ig_v.pin differ diff --git a/database/igblast/database/imgt_aa_human_tr_v.pin b/database/igblast/database/imgt_aa_human_tr_v.pin index e5bf394a0..8d490d925 100644 Binary files a/database/igblast/database/imgt_aa_human_tr_v.pin and b/database/igblast/database/imgt_aa_human_tr_v.pin differ diff --git a/database/igblast/database/imgt_aa_mouse_ig_v.pin b/database/igblast/database/imgt_aa_mouse_ig_v.pin index 73be48047..618956da5 100644 Binary files a/database/igblast/database/imgt_aa_mouse_ig_v.pin and b/database/igblast/database/imgt_aa_mouse_ig_v.pin differ diff --git a/database/igblast/database/imgt_aa_mouse_tr_v.pin b/database/igblast/database/imgt_aa_mouse_tr_v.pin index e5333ce49..955dc1dd2 100644 Binary files a/database/igblast/database/imgt_aa_mouse_tr_v.pin and b/database/igblast/database/imgt_aa_mouse_tr_v.pin differ diff --git a/database/igblast/database/imgt_human_ig_d.nin b/database/igblast/database/imgt_human_ig_d.nin index 45da8ac2e..aa523345e 100644 Binary files a/database/igblast/database/imgt_human_ig_d.nin and b/database/igblast/database/imgt_human_ig_d.nin differ diff --git a/database/igblast/database/imgt_human_ig_j.nin b/database/igblast/database/imgt_human_ig_j.nin index 0f5a92e04..69363dfbc 100644 Binary files a/database/igblast/database/imgt_human_ig_j.nin and b/database/igblast/database/imgt_human_ig_j.nin differ diff --git a/database/igblast/database/imgt_human_ig_v.nin b/database/igblast/database/imgt_human_ig_v.nin index 0a184475e..aef2b9e88 100644 Binary files a/database/igblast/database/imgt_human_ig_v.nin and b/database/igblast/database/imgt_human_ig_v.nin differ diff --git a/database/igblast/database/imgt_human_tr_d.nin b/database/igblast/database/imgt_human_tr_d.nin index 98806e0c8..ed910c70f 100644 Binary files a/database/igblast/database/imgt_human_tr_d.nin and b/database/igblast/database/imgt_human_tr_d.nin differ diff --git a/database/igblast/database/imgt_human_tr_j.nin b/database/igblast/database/imgt_human_tr_j.nin index 77fc5766b..6eaa52322 100644 Binary files a/database/igblast/database/imgt_human_tr_j.nin and b/database/igblast/database/imgt_human_tr_j.nin differ diff --git a/database/igblast/database/imgt_human_tr_v.nin b/database/igblast/database/imgt_human_tr_v.nin index ac3f091ac..175079705 100644 Binary files a/database/igblast/database/imgt_human_tr_v.nin and b/database/igblast/database/imgt_human_tr_v.nin differ diff --git a/database/igblast/database/imgt_mouse_ig_d.nin b/database/igblast/database/imgt_mouse_ig_d.nin index d07eca70a..92a3232a5 100644 Binary files a/database/igblast/database/imgt_mouse_ig_d.nin and b/database/igblast/database/imgt_mouse_ig_d.nin differ diff --git a/database/igblast/database/imgt_mouse_ig_j.nin b/database/igblast/database/imgt_mouse_ig_j.nin index c9b574e60..43afa5f2f 100644 Binary files a/database/igblast/database/imgt_mouse_ig_j.nin and b/database/igblast/database/imgt_mouse_ig_j.nin differ diff --git a/database/igblast/database/imgt_mouse_ig_v.nin b/database/igblast/database/imgt_mouse_ig_v.nin index 5475ea10b..0f3e27ec1 100644 Binary files a/database/igblast/database/imgt_mouse_ig_v.nin and b/database/igblast/database/imgt_mouse_ig_v.nin differ diff --git a/database/igblast/database/imgt_mouse_tr_d.nin b/database/igblast/database/imgt_mouse_tr_d.nin index 9f5851d30..543a9d3b6 100644 Binary files a/database/igblast/database/imgt_mouse_tr_d.nin and b/database/igblast/database/imgt_mouse_tr_d.nin differ diff --git a/database/igblast/database/imgt_mouse_tr_j.nin b/database/igblast/database/imgt_mouse_tr_j.nin index b9cf19f7e..d7d83f2ff 100644 Binary files a/database/igblast/database/imgt_mouse_tr_j.nin and b/database/igblast/database/imgt_mouse_tr_j.nin differ diff --git a/database/igblast/database/imgt_mouse_tr_v.nin b/database/igblast/database/imgt_mouse_tr_v.nin index a8da36351..da0bb0c89 100644 Binary files a/database/igblast/database/imgt_mouse_tr_v.nin and b/database/igblast/database/imgt_mouse_tr_v.nin differ diff --git a/database/igblast/internal_data/.ipynb_checkpoints/readme-checkpoint b/database/igblast/internal_data/.ipynb_checkpoints/readme-checkpoint new file mode 100644 index 000000000..68a56b240 --- /dev/null +++ b/database/igblast/internal_data/.ipynb_checkpoints/readme-checkpoint @@ -0,0 +1 @@ +The files here are only for IgBLAST versions prior to 1.13.0. We strongly encourage you to get the latest IgBlast version with built-in internal_data and optional_file. \ No newline at end of file diff --git a/database/igblast/internal_data/human/human.ndm.imgt b/database/igblast/internal_data/human/human.ndm.imgt new file mode 100644 index 000000000..68e222af8 --- /dev/null +++ b/database/igblast/internal_data/human/human.ndm.imgt @@ -0,0 +1,774 @@ +A1 1 78 79 111 112 162 163 171 172 279 VK 0 +A10 1 78 79 96 97 147 148 156 157 264 VK 0 +A11 1 78 79 99 100 150 151 159 160 267 VK 0 +A14 1 78 79 96 97 147 148 156 157 264 VK 0 +A17 1 78 79 111 112 162 163 171 172 279 VK 0 +A18b 1 78 79 111 112 162 163 171 172 279 VK 0 +A19 1 78 79 111 112 162 163 171 172 279 VK 0 +A2 1 78 79 111 112 162 163 171 172 279 VK 0 +A20 1 78 79 96 97 147 148 156 157 264 VK 0 +A23 1 78 79 111 112 162 163 171 172 279 VK 0 +A26 1 78 79 96 97 147 148 156 157 264 VK 0 +A27 1 78 79 99 100 150 151 159 160 267 VK 0 +A3 1 78 79 111 112 162 163 171 172 279 VK 0 +A30 1 78 79 96 97 147 148 156 157 264 VK 0 +A5 1 78 79 111 112 162 163 171 172 279 VK 0 +A7 1 78 79 111 112 162 163 171 172 279 VK 0 +B2 1 78 79 96 97 147 148 156 157 264 VK 0 +B3 1 78 79 114 115 165 166 174 175 282 VK 0 +IGHV1-18*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-18*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-2*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-2*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-2*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-2*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-2*05 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-24*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-3*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-3*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-38-4*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-45*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-45*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-46*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-46*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-46*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-58*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-58*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-68*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*05 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*06 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*08 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*09 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*10 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*11 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*12 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69*13 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-69-2*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-8*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-8*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1-f*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1/OR15-1*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1/OR15-1*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1/OR15-1*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1/OR15-1*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1/OR15-5*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1/OR15-9*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1/OR21-1*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV2-26*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*04 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*05 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*06 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*07 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*08 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*09 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-5*10 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*02 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*03 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*04 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*06 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*07 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*08 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*09 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*10 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*11 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*12 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2-70*13 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV2/OR16-5*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV3-11*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-11*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-11*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-13*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-13*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-13*03 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-13*04 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-15*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-15*02 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-15*03 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-15*04 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-15*05 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-15*06 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-15*07 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-15*08 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-16*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-16*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-19*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-20*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-21*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-21*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-21*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-21*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-22*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-22*02 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-23*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-23*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-23*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-23*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-25*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-25*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*05 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*06 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*07 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*08 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*09 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*10 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*11 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*12 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*13 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*14 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*15 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*16 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*17 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*18 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30*19 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30-3*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30-3*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-30-2*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-33*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-33*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-33*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-33*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-33*05 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-33*06 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-35*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-38*01 1 75 76 99 100 150 151 168 169 282 VH 0 +IGHV3-38*02 1 75 76 99 100 150 151 168 169 282 VH 0 +IGHV3-43*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-43*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-47*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-47*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-48*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-48*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-48*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-48*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-49*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-49*02 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-49*03 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-49*04 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-49*05 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-52*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-53*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-53*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-53*03 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-53*04 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-64*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-64*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-64*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-64*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-64*05 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-66*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-66*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-66*03 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-66*04 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-7*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-7*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-7*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-71*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-72*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-73*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-73*02 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3-74*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-74*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-74*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-9*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-9*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-NL1*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-d*01 1 75 76 99 100 150 151 168 169 282 VH 0 +IGHV3-h*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3-h*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3/OR15-7*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3/OR15-7*02 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3/OR15-7*03 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3/OR15-7*05 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV3/OR16-10*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3/OR16-10*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3/OR16-10*03 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3/OR16-12*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3/OR16-13*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3/OR16-8*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3/OR16-8*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3/OR16-9*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV4-28*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-28*02 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-28*03 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-28*04 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-28*06 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-30-2*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-30-2*02 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-30-2*03 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-30-2*05 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-30-4*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-30-4*02 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-31*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-31*02 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-31*03 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-31*04 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-31*05 1 75 76 105 106 156 157 177 178 288 VH 0 +IGHV4-31*10 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-34*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*04 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*05 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*08 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*09 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*10 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*11 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-34*12 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-38-2*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-39*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-39*02 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-39*05 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-39*06 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-39*07 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-4*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-4*02 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-4*07 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV5-10-1*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV4-55*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-55*02 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-55*08 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-55*09 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-59*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-59*02 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-59*03 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-59*04 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-59*05 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-59*06 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-59*07 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-59*10 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV4-61*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-61*02 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-61*03 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-61*05 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-61*08 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV4-b*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4-b*02 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4/OR15-8*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4/OR15-8*02 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4/OR15-8*03 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV5-51*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5-51*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5-51*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5-51*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5-78*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5-a*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5-a*02 1 75 76 99 100 150 151 174 175 287 VH 0 +IGHV5-a*03 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5-a*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV6-1*01 1 75 76 105 106 156 157 183 184 297 VH 0 +IGHV6-1*02 1 75 76 105 106 156 157 183 184 297 VH 0 +IGHV7-34-1*01 1 72 73 96 97 147 148 171 172 285 VH 0 +IGHV7-4-1*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV7-4-1*02 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV7-4-1*04 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV7-4-1*05 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV7-81*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGKV1-12*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-12*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-13*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-13*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-16*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-16*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-17*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-17*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-27*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-33*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-37*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-39*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-39*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-5*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-5*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-5*03 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-6*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-8*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-9*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1-NL1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-12*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-12*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-13*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-16*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-16*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-17*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-17*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-33*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-37*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-39*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-42*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-43*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1D-8*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV2-18*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-24*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-28*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-29*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-29*02 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-29*03 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-30*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-30*02 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-4*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2-40*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV2D-18*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-24*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-26*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-26*02 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-28*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-29*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-29*02 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-30*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2D-40*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV3-11*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3-11*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3-15*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3-20*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3-20*02 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3-7*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3-7*02 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3-7*03 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3-7*04 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3-NL1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3-NL2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3-NL3*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3-NL4*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3-NL5*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3D-11*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3D-15*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3D-15*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV3D-20*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV3D-7*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV4-1*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV5-2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6-21*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6D-21*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6D-41*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV7-3*01 1 78 79 108 109 159 160 168 169 276 VK 0 +IGLV1-36*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1-40*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV1-40*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV1-40*03 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV1-41*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1-41*02 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1-44*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1-47*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1-47*02 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1-50*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV1-51*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1-51*02 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV10-54*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV10-54*02 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV10-54*03 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV11-55*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV2-11*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-11*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-14*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-14*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-18*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-18*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-18*03 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-18*04 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-23*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-23*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-23*03 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-33*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-33*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-33*03 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-8*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2-8*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV3-1*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-10*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-10*02 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-12*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-12*02 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-13*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-16*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-19*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-21*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-21*02 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-21*03 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-22*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-25*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-25*02 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-25*03 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-27*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-32*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-9*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3-9*02 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV4-3*01 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV4-60*01 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV4-60*02 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV4-60*03 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV4-69*01 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV4-69*02 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV5-37*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5-39*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5-39*02 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5-45*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5-45*02 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5-45*03 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5-48*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5-52*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV6-57*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV7-43*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV7-46*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV7-46*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV8-61*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV8-61*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV8/OR8-1*02 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV9-49*01 1 75 76 96 97 147 148 171 172 279 VL 0 +IGLV9-49*02 1 75 76 96 97 147 148 171 172 279 VL 0 +IGLV9-49*03 1 75 76 96 97 147 148 171 172 279 VL 0 +L1 1 78 79 96 97 147 148 156 157 264 VK 0 +L10 1 78 79 99 100 150 151 159 160 267 VK 0 +L10a 1 78 79 99 100 150 151 159 160 267 VK 0 +L11 1 78 79 96 97 147 148 156 157 264 VK 0 +L12 1 78 79 96 97 147 148 156 157 264 VK 0 +L12a 1 78 79 96 97 147 148 156 157 264 VK 0 +L14 1 78 79 96 97 147 148 156 157 264 VK 0 +L15 1 78 79 96 97 147 148 156 157 264 VK 0 +L15a 1 78 79 96 97 147 148 156 157 264 VK 0 +L16 1 78 79 96 97 147 148 156 157 264 VK 0 +L18 1 78 79 96 97 147 148 156 157 264 VK 0 +L19 1 78 79 96 97 147 148 156 157 264 VK 0 +L2 1 78 79 96 97 147 148 156 157 264 VK 0 +L20 1 78 79 96 97 147 148 156 157 264 VK 0 +L22 1 78 79 96 97 147 148 156 157 264 VK 0 +L23 1 78 79 96 97 147 148 156 157 264 VK 0 +L24 1 78 79 96 97 147 148 156 157 264 VK 0 +L4/18a 1 78 79 96 97 147 148 156 157 264 VK 0 +L5 1 78 79 96 97 147 148 156 157 264 VK 0 +L6 1 78 79 96 97 147 148 156 157 264 VK 0 +L8 1 78 79 96 97 147 148 156 157 264 VK 0 +L9 1 78 79 96 97 147 148 156 157 264 VK 0 +O1 1 78 79 114 115 165 166 174 175 282 VK 0 +O11 1 78 79 114 115 165 166 174 175 282 VK 0 +O12 1 78 79 96 97 147 148 156 157 264 VK 0 +O12a 1 78 79 96 97 147 148 156 157 264 VK 0 +O14 1 78 79 96 97 147 148 156 157 264 VK 0 +O18 1 78 79 96 97 147 148 156 157 264 VK 0 +O2 1 78 79 96 97 147 148 156 157 264 VK 0 +O4 1 78 79 96 97 147 148 156 157 264 VK 0 +O8 1 78 79 96 97 147 148 156 157 264 VK 0 +V1-11 1 75 76 99 100 150 151 159 160 267 VL 0 +V1-13 1 75 76 102 103 153 154 162 163 270 VL 0 +V1-16 1 75 76 99 100 150 151 159 160 267 VL 0 +V1-17 1 75 76 99 100 150 151 159 160 267 VL 0 +V1-18 1 75 76 102 103 153 154 162 163 270 VL 0 +V1-19 1 75 76 99 100 150 151 159 160 267 VL 0 +V1-2 1 75 76 102 103 153 154 162 163 270 VL 0 +V1-20 1 75 76 99 100 150 151 159 160 267 VL 0 +V1-22 1 75 76 99 100 150 151 159 160 273 VL 0 +V1-3 1 75 76 102 103 153 154 162 163 270 VL 0 +V1-4 1 75 76 102 103 153 154 162 163 270 VL 0 +V1-5 1 75 76 102 103 153 154 162 163 270 VL 0 +V1-7 1 75 76 102 103 153 154 162 163 270 VL 0 +V1-9 1 75 76 102 103 153 154 162 163 270 VL 0 +V2-1 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-11 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-13 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-14 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-15 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-17 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-19 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-6 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-7 1 75 76 93 94 144 145 153 154 261 VL 0 +V2-8 1 75 76 93 94 144 145 153 154 261 VL 0 +V3-2 1 75 76 102 103 153 154 162 163 270 VL 0 +V3-3 1 75 76 102 103 153 154 162 163 270 VL 0 +V3-4 1 75 76 102 103 153 154 162 163 270 VL 0 +V4-1 1 75 76 102 103 153 154 174 175 288 VL 0 +V4-2 1 75 76 102 103 153 154 174 175 288 VL 0 +V4-3 1 75 76 102 103 153 154 174 175 288 VL 0 +V4-4 1 75 76 102 103 153 154 174 175 288 VL 0 +V4-6 1 75 76 102 103 153 154 174 175 288 VL 0 +V5-1 1 75 76 96 97 147 148 168 169 276 VL 0 +V5-2 1 75 76 96 97 147 148 171 172 279 VL 0 +V5-4 1 75 76 96 97 147 148 168 169 276 VL 0 +V5-6 1 75 76 96 97 147 148 168 169 276 VL 0 +VH1-18 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-2 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-24 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-3 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-45 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-46 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-58 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-69 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1-8 1 75 76 99 100 150 151 174 175 288 VH 0 +VH2-26 1 75 76 105 106 156 157 177 178 291 VH 0 +VH2-5 1 75 76 105 106 156 157 177 178 291 VH 0 +VH2-70 1 75 76 105 106 156 157 177 178 291 VH 0 +VH3-11 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-13 1 75 76 99 100 150 151 171 172 285 VH 0 +VH3-15 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3-16 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-20 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-21 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-23 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-30 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-33 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-35 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-38 1 75 76 99 100 150 151 168 169 282 VH 0 +VH3-43 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-48 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-49 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3-53 1 75 76 99 100 150 151 171 172 285 VH 0 +VH3-64 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-66 1 75 76 99 100 150 151 171 172 285 VH 0 +VH3-7 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-72 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3-73 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3-74 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3-9 1 75 76 99 100 150 151 174 175 288 VH 0 +VH4-28 1 75 76 102 103 153 154 174 175 288 VH 0 +VH4-31 1 75 76 105 106 156 157 177 178 291 VH 0 +VH4-34 1 75 76 99 100 150 151 171 172 285 VH 0 +VH4-39 1 75 76 105 106 156 157 177 178 291 VH 0 +VH4-4 1 75 76 99 100 150 151 171 172 285 VH 0 +VH4-59 1 75 76 99 100 150 151 171 172 285 VH 0 +VH4-61 1 75 76 105 106 156 157 177 178 291 VH 0 +VH5-51 1 75 76 99 100 150 151 174 175 288 VH 0 +VH6-1 1 75 76 105 106 156 157 183 184 297 VH 0 +VH7-81 1 75 76 99 100 150 151 174 175 288 VH 0 +TRAV1-1*01 1 75 76 93 94 144 145 162 163 264 VA 0 +TRAV1-1*02 1 75 76 93 94 144 145 162 163 264 VA 0 +TRAV1-2*01 1 75 76 93 94 144 145 162 163 264 VA 0 +TRAV10*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV11*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12-1*01 1 78 79 96 97 147 148 165 166 264 VA 0 +TRAV12-1*02 1 78 79 96 97 147 148 165 166 264 VA 0 +TRAV12-2*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV12-2*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV12-3*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV12-3*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV13-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV13-1*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV13-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV13-2*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14/DV4*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV14/DV4*02 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV14/DV4*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16*01 1 78 79 96 97 147 148 159 160 261 VA 0 +TRAV17*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV18*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV19*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV2*01 1 75 76 93 94 144 145 156 157 252 VA 0 +TRAV2*02 1 75 76 93 94 144 145 156 157 252 VA 0 +TRAV20*01 1 78 79 96 97 147 148 168 169 264 VA 0 +TRAV20*02 1 78 79 96 97 147 148 168 169 264 VA 0 +TRAV20*03 1 78 79 96 97 147 148 168 169 264 VA 0 +TRAV20*04 1 78 79 96 97 147 148 168 169 264 VA 0 +TRAV21*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV22*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV23/DV6*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV23/DV6*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV23/DV6*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV24*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV24*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV25*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV26-1*01 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV26-1*02 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV26-1*03 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV26-2*01 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV27*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV27*02 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV27*03 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV29/DV5*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV29/DV5*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV3*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV30*01 1 75 76 90 91 141 142 162 163 264 VA 0 +TRAV34*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV35*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV35*02 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV36/DV7*01 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV36/DV7*02 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV36/DV7*03 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV36/DV7*04 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV38-1*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV38-1*02 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV38-1*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV38-1*04 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV38-2/DV8*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV39*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV4*01 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV40*01 1 75 76 93 94 144 145 156 157 252 VA 0 +TRAV41*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV5*01 1 75 76 93 94 144 145 165 166 267 VA 0 +TRAV6*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV7*01 1 78 79 96 97 147 148 168 169 264 VA 0 +TRAV8-1*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-2*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-2*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-3*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-3*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-3*03 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-4*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-4*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-4*03 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-4*04 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-4*05 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-6*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-6*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV8-7*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV9-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV9-2*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV9-2*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV9-2*04 1 78 79 96 97 147 148 168 169 270 VA 0 +TRBV10-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV10-1*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV10-2*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV10-3*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV10-3*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV10-3*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV10-3*04 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV11-1*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV11-2*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV11-2*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV11-2*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV11-3*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV11-3*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV12-3*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV12-4*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV12-4*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV12-5*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV13*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV13*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV14*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV14*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV15*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV15*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV15*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV16*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV16*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV17*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV18*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV19*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV19*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV19*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV2*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV2*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV2*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV20-1*01 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20-1*02 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20-1*03 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20-1*04 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20-1*05 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20-1*06 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20-1*07 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20/OR9-2*01 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20/OR9-2*02 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20/OR9-2*03 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV23-1*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV24-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV24/OR9-2*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV25-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV27*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV28*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV29-1*01 1 78 79 93 94 144 145 165 166 279 VB 0 +TRBV29-1*02 1 78 79 93 94 144 145 165 166 279 VB 0 +TRBV29/OR9-2*01 1 78 79 93 94 144 145 165 166 279 VB 0 +TRBV29/OR9-2*02 1 78 79 93 94 144 145 165 166 279 VB 0 +TRBV3-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV3-1*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV3-2*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV30*01 1 78 79 96 97 147 148 162 163 273 VB 0 +TRBV30*02 1 78 79 96 97 147 148 162 163 273 VB 0 +TRBV30*04 1 72 73 90 91 141 142 156 157 267 VB 0 +TRBV30*05 1 78 79 96 97 147 148 162 163 273 VB 0 +TRBV4-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV4-2*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV4-2*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV4-3*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV4-3*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV4-3*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-1*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-3*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-3*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-4*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-4*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-5*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-5*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-5*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-6*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-7*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5-8*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-2*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-3*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-4*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-4*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-5*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-6*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-6*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-6*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-6*04 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-6*05 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-7*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV6-8*01 1 78 79 93 94 144 145 162 163 270 VB 0 +TRBV6-9*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV7-1*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-2*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-2*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-2*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-2*04 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-3*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-3*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-3*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-3*04 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-4*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-6*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-6*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-7*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-7*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-8*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-8*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-8*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-9*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-9*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-9*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-9*04 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-9*05 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV7-9*06 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV9*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV9*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV9*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRAV14/DV4*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV14/DV4*02 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV14/DV4*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV23/DV6*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV23/DV6*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV23/DV6*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV29/DV5*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV29/DV5*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV36/DV7*01 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV36/DV7*02 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV36/DV7*03 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV36/DV7*04 1 78 79 96 97 144 145 165 166 267 VA 0 +TRAV38-2/DV8*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRDV1*01 1 78 79 99 100 150 151 159 160 273 VD 0 +TRDV2*01 1 78 79 102 103 153 154 162 163 276 VD 0 +TRDV2*03 1 78 79 102 103 153 154 162 163 276 VD 0 +TRDV3*01 1 78 79 99 100 150 151 165 166 282 VD 0 +TRDV3*02 1 78 79 99 100 150 151 165 166 282 VD 0 +TRGV1*01 1 78 79 96 97 147 148 171 172 282 VG 0 +TRGV10*01 1 78 79 102 103 153 154 177 178 294 VG 0 +TRGV10*02 1 78 79 102 103 153 154 177 178 294 VG 0 +TRGV11*01 1 78 79 102 103 153 154 174 175 291 VG 0 +TRGV11*02 1 78 79 102 103 153 154 174 175 291 VG 0 +TRGV2*01 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV2*02 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV3*01 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV3*02 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV4*01 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV4*02 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV5*01 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV8*01 1 78 79 96 97 147 148 171 172 285 VG 0 +TRGV9*01 1 78 79 102 103 153 154 174 175 291 VG 0 +TRGV9*02 1 78 79 102 103 153 154 174 175 291 VG 0 diff --git a/database/igblast/internal_data/human/human.ndm.kabat b/database/igblast/internal_data/human/human.ndm.kabat new file mode 100644 index 000000000..7858a6372 --- /dev/null +++ b/database/igblast/internal_data/human/human.ndm.kabat @@ -0,0 +1,604 @@ +A1 1 69 70 117 118 162 163 183 184 279 VK 0 +A10 1 69 70 102 103 147 148 168 169 264 VK 0 +A11 1 69 70 105 106 150 151 171 172 267 VK 0 +A14 1 69 70 102 103 147 148 168 169 264 VK 0 +A17 1 69 70 117 118 162 163 183 184 279 VK 0 +A18b 1 69 70 117 118 162 163 183 184 279 VK 0 +A19 1 69 70 117 118 162 163 183 184 279 VK 0 +A2 1 69 70 117 118 162 163 183 184 279 VK 0 +A20 1 69 70 102 103 147 148 168 169 264 VK 0 +A23 1 69 70 117 118 162 163 183 184 279 VK 0 +A26 1 69 70 102 103 147 148 168 169 264 VK 0 +A27 1 69 70 105 106 150 151 171 172 267 VK 0 +A3 1 69 70 117 118 162 163 183 184 279 VK 0 +A30 1 69 70 102 103 147 148 168 169 264 VK 0 +A5 1 69 70 117 118 162 163 183 184 279 VK 0 +A7 1 69 70 117 118 162 163 183 184 279 VK 0 +B2 1 69 70 102 103 147 148 168 169 264 VK 0 +B3 1 69 70 120 121 165 166 186 187 282 VK 0 +IGHV1-18*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-18*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-18*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-2*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-2*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-2*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-2*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-2*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-24*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-3*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-3*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-38-4*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-45*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-45*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-45*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-46*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-46*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-46*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-58*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-58*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-68*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*06 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*07 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*08 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*09 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*10 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*11 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*12 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69*13 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-69-2*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-8*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-8*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-NL1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-c*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-f*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1-f*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1/OR15-1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1/OR15-1*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1/OR15-1*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1/OR15-1*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1/OR15-5*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1/OR15-9*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1/OR21-1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2-10*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-26*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*02 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*03 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*04 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*05 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*06 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*07 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*08 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*09 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-5*10 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*02 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*03 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*04 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*05 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*06 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*07 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*08 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*09 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*10 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*11 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*12 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2-70*13 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2/OR16-5*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV3-11*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-11*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-11*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-13*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-13*02 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-13*03 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-13*04 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-15*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-15*02 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-15*03 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-15*04 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-15*05 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-15*06 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-15*07 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-15*08 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-16*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-16*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-19*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-20*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-21*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-21*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-21*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-21*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-22*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-22*02 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-23*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-23*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-23*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-23*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-23*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-25*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-25*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-25*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-25*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*06 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*07 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*08 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*09 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*10 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*11 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*12 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*13 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*14 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*15 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*16 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*17 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*18 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30*19 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30-3*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30-3*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-30-2*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-32*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-33*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-33*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-33*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-33*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-33*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-33*06 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-35*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-38*01 1 90 91 105 106 147 148 192 193 288 VH 0 +IGHV3-38*02 1 90 91 105 106 147 148 192 193 288 VH 0 +IGHV3-43*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-43*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-47*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-47*02 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-48*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-48*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-48*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-48*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-49*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-49*02 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-49*03 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-49*04 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-49*05 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-52*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-52*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-52*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-53*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-53*02 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-53*03 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-53*04 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-54*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-54*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-54*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-62*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-63*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-63*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-64*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-64*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-64*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-64*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-64*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-66*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-66*02 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-66*03 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-66*04 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3-7*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-7*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-7*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-71*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-72*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-72*02 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-73*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-73*02 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3-74*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-74*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-74*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-9*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-9*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-NL1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-d*01 1 90 91 105 106 147 148 192 193 288 VH 0 +IGHV3/OR15-7*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3/OR15-7*02 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3/OR15-7*03 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3/OR15-7*05 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3/OR16-10*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3/OR16-10*02 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3/OR16-10*03 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV3/OR16-12*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3/OR16-13*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3/OR16-8*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3/OR16-8*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3/OR16-9*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV4-28*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-28*02 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-28*03 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-28*04 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-28*05 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-28*06 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-30-2*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-2*02 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-2*03 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-2*04 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-2*05 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-4*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-4*02 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-4*03 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-4*04 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-4*05 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-30-4*06 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*02 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*03 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*04 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*06 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*07 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*08 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*09 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-31*10 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-34*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*02 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*03 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*04 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*05 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*06 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*07 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*08 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*09 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*10 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*11 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*12 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-34*13 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-38-2*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-39*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-39*02 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-39*03 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-39*04 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-39*05 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-39*06 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-39*07 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-4*07 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-4*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-4*02 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-4*03 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-4*04 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-4*05 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-4*06 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*02 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*03 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*04 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*05 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*06 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*07 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*08 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-55*09 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4-59*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*02 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*03 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*04 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*05 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*06 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*07 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*08 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*09 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-59*10 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV4-61*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-61*02 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-61*03 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-61*05 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-61*06 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-61*07 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-61*08 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV4-b*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4/OR15-8*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4/OR15-8*02 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV4/OR15-8*03 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV5-10-1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-51*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-51*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-51*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-51*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-51*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-78*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-a*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-a*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5-a*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV6-1*01 1 90 91 111 112 153 154 207 208 303 VH 0 +IGHV6-1*02 1 90 91 111 112 153 154 207 208 303 VH 0 +IGHV7-4-1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7-4-1*02 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7-4-1*03 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7-4-1*04 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7-4-1*05 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7-40*03 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV7-81*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7-34-1*01 1 87 88 102 103 144 145 195 196 291 VH 0 +IGKV1-12*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-12*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-13*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-13*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-16*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-16*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-17*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-17*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-27*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-33*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-37*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-39*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-39*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-5*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-5*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-5*03 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-6*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-8*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-9*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1-NL1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1/OR2-0*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-12*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-12*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-13*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-16*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-16*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-17*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-17*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-33*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-37*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-39*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-42*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-43*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1D-8*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV2-18*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-24*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-28*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-29*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-29*02 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-29*03 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-30*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-30*02 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-4*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2-40*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV2-40*02 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV2D-18*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-24*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-26*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-26*02 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-28*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-29*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-29*02 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-30*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2D-40*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV3-11*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3-11*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3-15*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3-20*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3-20*02 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3-7*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3-7*02 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3-7*03 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3-7*04 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3-NL1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3-NL2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3-NL3*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3-NL4*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3-NL5*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3/OR2-268*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3/OR2-268*02 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3D-11*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3D-15*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3D-15*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3D-20*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV3D-7*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV4-1*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV5-2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV6-21*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV6D-21*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV6D-41*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGLV1-36*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV1-40*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV1-40*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV1-40*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV1-41*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV1-41*02 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV1-44*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV1-47*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV1-47*02 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV1-50*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV1-51*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV1-51*02 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV10-54*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV10-54*02 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV10-54*03 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV11-55*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV2-11*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-11*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-11*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-14*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-14*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-14*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-14*04 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-18*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-18*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-18*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-18*04 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-23*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-23*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-23*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-33*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-33*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-33*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-34*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-5*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-5*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-8*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-8*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-8*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV2-NL1*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV3-1*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-10*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-10*02 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-12*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-12*02 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-13*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-16*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-19*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-21*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-21*02 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-21*03 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-22*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-25*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-25*02 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-25*03 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-27*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-31*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-31*02 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-32*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-9*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV3-9*02 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV4-3*01 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV4-60*01 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV4-60*02 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV4-60*03 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV4-69*01 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV4-69*02 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV5-37*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5-39*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5-39*02 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5-45*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5-45*02 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5-45*03 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5-48*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5-52*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV6-57*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV7-43*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV7-46*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV7-46*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV8-61*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV8-61*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV8-61*03 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV8/OR8-1*02 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV9-49*01 1 66 67 102 103 147 148 183 184 279 VL 0 +IGLV9-49*02 1 66 67 102 103 147 148 183 184 279 VL 0 +IGLV9-49*03 1 66 67 102 103 147 148 183 184 279 VL 0 +L1 1 69 70 102 103 147 148 168 169 264 VK 0 +L10 1 69 70 105 106 150 151 171 172 267 VK 0 +L10a 1 69 70 105 106 150 151 171 172 267 VK 0 +L11 1 69 70 102 103 147 148 168 169 264 VK 0 +L12 1 69 70 102 103 147 148 168 169 264 VK 0 +L12a 1 69 70 102 103 147 148 168 169 264 VK 0 +L14 1 69 70 102 103 147 148 168 169 264 VK 0 +L15 1 69 70 102 103 147 148 168 169 264 VK 0 +L15a 1 69 70 102 103 147 148 168 169 264 VK 0 +L16 1 69 70 102 103 147 148 168 169 264 VK 0 +L18 1 69 70 102 103 147 148 168 169 264 VK 0 +L19 1 69 70 102 103 147 148 168 169 264 VK 0 +L2 1 69 70 102 103 147 148 168 169 264 VK 0 +L20 1 69 70 102 103 147 148 168 169 264 VK 0 +L22 1 69 70 102 103 147 148 168 169 264 VK 0 +L23 1 69 70 102 103 147 148 168 169 264 VK 0 +L24 1 69 70 102 103 147 148 168 169 264 VK 0 +L25 1 69 70 105 106 150 151 171 172 267 VK 0 +L4/18a 1 69 70 102 103 147 148 168 169 264 VK 0 +L5 1 69 70 102 103 147 148 168 169 264 VK 0 +L6 1 69 70 102 103 147 148 168 169 264 VK 0 +L8 1 69 70 102 103 147 148 168 169 264 VK 0 +L9 1 69 70 102 103 147 148 168 169 264 VK 0 +O1 1 69 70 120 121 165 166 186 187 282 VK 0 +O11 1 69 70 120 121 165 166 186 187 282 VK 0 +O11a 1 69 70 120 121 165 166 186 187 282 VK 0 +O12 1 69 70 102 103 147 148 168 169 264 VK 0 +O12a 1 69 70 102 103 147 148 168 169 264 VK 0 +O14 1 69 70 102 103 147 148 168 169 264 VK 0 +O18 1 69 70 102 103 147 148 168 169 264 VK 0 +O2 1 69 70 102 103 147 148 168 169 264 VK 0 +O4 1 69 70 102 103 147 148 168 169 264 VK 0 +O8 1 69 70 102 103 147 148 168 169 264 VK 0 +V1-11 1 66 67 105 106 150 151 171 172 267 VL 0 +V1-13 1 66 67 108 109 153 154 174 175 270 VL 0 +V1-16 1 66 67 105 106 150 151 171 172 267 VL 0 +V1-17 1 66 67 105 106 150 151 171 172 267 VL 0 +V1-18 1 66 67 108 109 153 154 174 175 270 VL 0 +V1-19 1 66 67 105 106 150 151 171 172 267 VL 0 +V1-2 1 66 67 108 109 153 154 174 175 270 VL 0 +V1-20 1 66 67 105 106 150 151 171 172 267 VL 0 +V1-22 1 66 67 105 106 150 151 171 172 273 VL 0 +V1-3 1 66 67 108 109 153 154 174 175 270 VL 0 +V1-4 1 66 67 108 109 153 154 174 175 270 VL 0 +V1-5 1 66 67 108 109 153 154 174 175 270 VL 0 +V1-7 1 66 67 108 109 153 154 174 175 270 VL 0 +V1-9 1 66 67 108 109 153 154 174 175 270 VL 0 +V2-1 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-11 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-13 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-14 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-15 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-17 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-19 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-6 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-7 1 66 67 99 100 144 145 165 166 261 VL 0 +V2-8 1 66 67 99 100 144 145 165 166 261 VL 0 +V3-2 1 66 67 108 109 153 154 174 175 270 VL 0 +V3-3 1 66 67 108 109 153 154 174 175 270 VL 0 +V3-4 1 66 67 108 109 153 154 174 175 270 VL 0 +V4-1 1 66 67 108 109 153 154 186 187 288 VL 0 +V4-2 1 66 67 108 109 153 154 186 187 288 VL 0 +V4-3 1 66 67 108 109 153 154 186 187 288 VL 0 +V4-4 1 66 67 108 109 153 154 186 187 288 VL 0 +V4-6 1 66 67 108 109 153 154 186 187 288 VL 0 +V5-1 1 66 67 102 103 147 148 180 181 276 VL 0 +V5-2 1 66 67 102 103 147 148 183 184 279 VL 0 +V5-4 1 66 67 102 103 147 148 180 181 276 VL 0 +V5-6 1 66 67 102 103 147 148 180 181 276 VL 0 +VH1-18 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-2 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-24 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-3 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-45 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-46 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-58 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-69 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1-8 1 90 91 105 106 147 148 198 199 294 VH 0 +VH2-26 1 90 91 111 112 153 154 201 202 297 VH 0 +VH2-5 1 90 91 111 112 153 154 201 202 297 VH 0 +VH2-70 1 90 91 111 112 153 154 201 202 297 VH 0 +VH3-11 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-13 1 90 91 105 106 147 148 195 196 291 VH 0 +VH3-15 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3-16 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-20 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-21 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-23 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-30 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-33 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-35 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-38 1 90 91 105 106 147 148 192 193 288 VH 0 +VH3-43 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-48 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-49 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3-53 1 90 91 105 106 147 148 195 196 291 VH 0 +VH3-64 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-66 1 90 91 105 106 147 148 195 196 291 VH 0 +VH3-7 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-72 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3-73 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3-74 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3-9 1 90 91 105 106 147 148 198 199 294 VH 0 +VH4-28 1 90 91 108 109 150 151 198 199 294 VH 0 +VH4-31 1 90 91 111 112 153 154 201 202 297 VH 0 +VH4-34 1 90 91 105 106 147 148 195 196 291 VH 0 +VH4-39 1 90 91 111 112 153 154 201 202 297 VH 0 +VH4-4 1 90 91 105 106 147 148 195 196 291 VH 0 +VH4-59 1 90 91 105 106 147 148 195 196 291 VH 0 +VH4-61 1 90 91 111 112 153 154 201 202 297 VH 0 +VH5-51 1 90 91 105 106 147 148 198 199 294 VH 0 +VH6-1 1 90 91 111 112 153 154 207 208 303 VH 0 +VH7-81 1 90 91 105 106 147 148 198 199 294 VH 0 +Z0 1 69 70 102 103 147 148 168 169 264 VK 0 diff --git a/database/igblast/internal_data/human/human.pdm.imgt b/database/igblast/internal_data/human/human.pdm.imgt new file mode 100644 index 000000000..5fd1194b7 --- /dev/null +++ b/database/igblast/internal_data/human/human.pdm.imgt @@ -0,0 +1,768 @@ +A1 1 26 27 37 38 54 55 57 58 93 VK 0 +A10 1 26 27 32 33 49 50 52 53 88 VK 0 +A11 1 26 27 33 34 50 51 53 54 89 VK 0 +A14 1 26 27 32 33 49 50 52 53 88 VK 0 +A17 1 26 27 37 38 54 55 57 58 93 VK 0 +A18b 1 26 27 37 38 54 55 57 58 93 VK 0 +A19 1 26 27 37 38 54 55 57 58 93 VK 0 +A2 1 26 27 37 38 54 55 57 58 93 VK 0 +A20 1 26 27 32 33 49 50 52 53 88 VK 0 +A23 1 26 27 37 38 54 55 57 58 93 VK 0 +A26 1 26 27 32 33 49 50 52 53 88 VK 0 +A27 1 26 27 33 34 50 51 53 54 89 VK 0 +A3 1 26 27 37 38 54 55 57 58 93 VK 0 +A30 1 26 27 32 33 49 50 52 53 88 VK 0 +A5 1 26 27 37 38 54 55 57 58 93 VK 0 +A7 1 26 27 37 38 54 55 57 58 93 VK 0 +B2 1 26 27 32 33 49 50 52 53 88 VK 0 +B3 1 26 27 38 39 55 56 58 59 94 VK 0 +IGHV1-18*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-18*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-2*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-2*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-2*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-2*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-2*05 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-24*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-3*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-3*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-45*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-45*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-46*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-46*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-46*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-58*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-58*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-68*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*05 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*06 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*08 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*09 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*10 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*11 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*12 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-69*13 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-8*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-8*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1-f*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1/OR15-1*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1/OR15-1*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1/OR15-1*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1/OR15-1*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1/OR15-5*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1/OR15-9*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1/OR21-1*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV2-26*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*04 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*05 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*06 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*07 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*08 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*09 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-5*10 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*02 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*03 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*04 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*06 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*07 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*08 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*09 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*10 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*11 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*12 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2-70*13 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV2/OR16-5*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV3-11*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-11*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-11*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-13*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-13*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-13*03 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-13*04 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-15*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-15*02 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-15*03 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-15*04 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-15*05 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-15*06 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-15*07 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-15*08 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-16*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-16*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-19*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-20*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-21*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-21*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-21*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-21*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-22*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-22*02 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-23*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-23*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-23*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-23*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-25*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-25*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*05 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*06 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*07 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*08 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*09 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*10 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*11 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*12 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*13 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*14 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*15 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*16 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*17 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*18 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30*19 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30-3*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-30-3*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-33*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-33*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-33*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-33*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-33*05 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-33*06 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-35*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-38*01 1 25 26 33 34 50 51 56 57 94 VH 0 +IGHV3-38*02 1 25 26 33 34 50 51 56 57 94 VH 0 +IGHV3-43*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-43*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-47*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-47*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-48*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-48*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-48*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-48*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-49*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-49*02 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-49*03 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-49*04 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-49*05 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-52*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-53*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-53*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-53*03 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-53*04 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-64*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-64*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-64*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-64*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-64*05 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-66*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-66*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-66*03 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-66*04 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-7*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-7*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-7*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-71*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-72*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-73*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-73*02 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3-74*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-74*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-74*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-9*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-9*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-NL1*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-d*01 1 25 26 33 34 50 51 56 57 94 VH 0 +IGHV3-h*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3-h*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3/OR15-7*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3/OR15-7*02 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3/OR15-7*03 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3/OR15-7*05 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV3/OR16-10*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3/OR16-10*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3/OR16-10*03 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3/OR16-12*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3/OR16-13*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3/OR16-8*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3/OR16-8*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3/OR16-9*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV4-28*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-28*02 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-28*03 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-28*04 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-28*06 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-30-2*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-30-2*02 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-30-2*03 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-30-2*05 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-30-4*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-30-4*02 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-31*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-31*02 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-31*03 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-31*04 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-31*05 1 25 26 35 36 52 53 59 60 96 VH 0 +IGHV4-31*10 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-34*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*04 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*05 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*08 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*09 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*10 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*11 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-34*12 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-39*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-39*02 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-39*05 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-39*06 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-39*07 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-4*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-4*02 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-4*07 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-55*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-55*02 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-55*08 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-55*09 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-59*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-59*02 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-59*03 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-59*04 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-59*05 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-59*06 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-59*07 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-59*10 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV4-61*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-61*02 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-61*03 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-61*05 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-61*08 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV4-b*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4-b*02 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4/OR15-8*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4/OR15-8*02 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4/OR15-8*03 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV5-51*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-51*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-51*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-51*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-78*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-a*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-a*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-a*03 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5-a*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV6-1*01 1 25 26 35 36 52 53 61 62 99 VH 0 +IGHV6-1*02 1 25 26 35 36 52 53 61 62 99 VH 0 +IGHV7-4-1*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV7-4-1*02 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV7-4-1*04 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV7-4-1*05 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV7-81*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGKV1-12*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-12*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-13*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-13*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-16*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-16*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-17*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-17*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-27*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-33*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-37*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-39*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-39*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-5*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-5*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-5*03 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-6*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-8*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-9*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1-NL1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-12*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-12*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-13*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-16*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-16*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-17*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-17*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-33*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-37*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-39*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-42*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-43*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1D-8*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV2-18*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-24*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-28*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-29*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-29*02 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-29*03 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-30*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-30*02 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-4*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2-40*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV2D-18*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-24*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-26*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-26*02 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-28*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-29*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-29*02 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-30*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2D-40*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV3-11*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3-11*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3-15*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3-20*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3-20*02 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3-7*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3-7*02 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3-7*03 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3-7*04 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3-NL1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3-NL2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3-NL3*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3-NL4*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3-NL5*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3D-11*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3D-15*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3D-15*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV3D-20*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV3D-7*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV4-1*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV5-2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6-21*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6D-21*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6D-41*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV7-3*01 1 26 27 36 37 53 54 56 57 92 VK 0 +IGLV1-36*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1-40*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV1-40*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV1-40*03 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV1-41*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1-41*02 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1-44*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1-47*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1-47*02 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1-50*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV1-51*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1-51*02 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV10-54*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV10-54*02 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV10-54*03 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV11-55*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV2-11*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-11*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-14*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-14*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-18*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-18*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-18*03 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-18*04 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-23*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-23*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-23*03 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-33*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-33*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-33*03 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-8*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2-8*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV3-1*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-10*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-10*02 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-12*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-12*02 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-13*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-16*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-19*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-21*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-21*02 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-21*03 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-22*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-25*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-25*02 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-25*03 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-27*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-32*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-9*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3-9*02 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV4-3*01 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV4-60*01 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV4-60*02 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV4-60*03 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV4-69*01 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV4-69*02 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV5-37*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5-39*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5-39*02 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5-45*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5-45*02 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5-45*03 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5-48*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5-52*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV6-57*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV7-43*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV7-46*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV7-46*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV8-61*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV8-61*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV8/OR8-1*02 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV9-49*01 1 25 26 32 33 49 50 57 58 93 VL 0 +IGLV9-49*02 1 25 26 32 33 49 50 57 58 93 VL 0 +IGLV9-49*03 1 25 26 32 33 49 50 57 58 93 VL 0 +L1 1 26 27 32 33 49 50 52 53 88 VK 0 +L10 1 26 27 33 34 50 51 53 54 89 VK 0 +L10a 1 26 27 33 34 50 51 53 54 89 VK 0 +L11 1 26 27 32 33 49 50 52 53 88 VK 0 +L12 1 26 27 32 33 49 50 52 53 88 VK 0 +L12a 1 26 27 32 33 49 50 52 53 88 VK 0 +L14 1 26 27 32 33 49 50 52 53 88 VK 0 +L15 1 26 27 32 33 49 50 52 53 88 VK 0 +L15a 1 26 27 32 33 49 50 52 53 88 VK 0 +L16 1 26 27 32 33 49 50 52 53 88 VK 0 +L18 1 26 27 32 33 49 50 52 53 88 VK 0 +L19 1 26 27 32 33 49 50 52 53 88 VK 0 +L2 1 26 27 32 33 49 50 52 53 88 VK 0 +L20 1 26 27 32 33 49 50 52 53 88 VK 0 +L22 1 26 27 32 33 49 50 52 53 88 VK 0 +L23 1 26 27 32 33 49 50 52 53 88 VK 0 +L24 1 26 27 32 33 49 50 52 53 88 VK 0 +L4/18a 1 26 27 32 33 49 50 52 53 88 VK 0 +L5 1 26 27 32 33 49 50 52 53 88 VK 0 +L6 1 26 27 32 33 49 50 52 53 88 VK 0 +L8 1 26 27 32 33 49 50 52 53 88 VK 0 +L9 1 26 27 32 33 49 50 52 53 88 VK 0 +O1 1 26 27 38 39 55 56 58 59 94 VK 0 +O11 1 26 27 38 39 55 56 58 59 94 VK 0 +O12 1 26 27 32 33 49 50 52 53 88 VK 0 +O12a 1 26 27 32 33 49 50 52 53 88 VK 0 +O14 1 26 27 32 33 49 50 52 53 88 VK 0 +O18 1 26 27 32 33 49 50 52 53 88 VK 0 +O2 1 26 27 32 33 49 50 52 53 88 VK 0 +O4 1 26 27 32 33 49 50 52 53 88 VK 0 +O8 1 26 27 32 33 49 50 52 53 88 VK 0 +V1-11 1 25 26 33 34 50 51 53 54 89 VL 0 +V1-13 1 25 26 34 35 51 52 54 55 90 VL 0 +V1-16 1 25 26 33 34 50 51 53 54 89 VL 0 +V1-17 1 25 26 33 34 50 51 53 54 89 VL 0 +V1-18 1 25 26 34 35 51 52 54 55 90 VL 0 +V1-19 1 25 26 33 34 50 51 53 54 89 VL 0 +V1-2 1 25 26 34 35 51 52 54 55 90 VL 0 +V1-20 1 25 26 33 34 50 51 53 54 89 VL 0 +V1-22 1 25 26 33 34 50 51 53 54 91 VL 0 +V1-3 1 25 26 34 35 51 52 54 55 90 VL 0 +V1-4 1 25 26 34 35 51 52 54 55 90 VL 0 +V1-5 1 25 26 34 35 51 52 54 55 90 VL 0 +V1-7 1 25 26 34 35 51 52 54 55 90 VL 0 +V1-9 1 25 26 34 35 51 52 54 55 90 VL 0 +V2-1 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-11 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-13 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-14 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-15 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-17 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-19 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-6 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-7 1 25 26 31 32 48 49 51 52 87 VL 0 +V2-8 1 25 26 31 32 48 49 51 52 87 VL 0 +V3-2 1 25 26 34 35 51 52 54 55 90 VL 0 +V3-3 1 25 26 34 35 51 52 54 55 90 VL 0 +V3-4 1 25 26 34 35 51 52 54 55 90 VL 0 +V4-1 1 25 26 34 35 51 52 58 59 96 VL 0 +V4-2 1 25 26 34 35 51 52 58 59 96 VL 0 +V4-3 1 25 26 34 35 51 52 58 59 96 VL 0 +V4-4 1 25 26 34 35 51 52 58 59 96 VL 0 +V4-6 1 25 26 34 35 51 52 58 59 96 VL 0 +V5-1 1 25 26 32 33 49 50 56 57 92 VL 0 +V5-2 1 25 26 32 33 49 50 57 58 93 VL 0 +V5-4 1 25 26 32 33 49 50 56 57 92 VL 0 +V5-6 1 25 26 32 33 49 50 56 57 92 VL 0 +VH1-18 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-2 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-24 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-3 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-45 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-46 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-58 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-69 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1-8 1 25 26 33 34 50 51 58 59 96 VH 0 +VH2-26 1 25 26 35 36 52 53 59 60 97 VH 0 +VH2-5 1 25 26 35 36 52 53 59 60 97 VH 0 +VH2-70 1 25 26 35 36 52 53 59 60 97 VH 0 +VH3-11 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-13 1 25 26 33 34 50 51 57 58 95 VH 0 +VH3-15 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3-16 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-20 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-21 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-23 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-30 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-33 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-35 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-38 1 25 26 33 34 50 51 56 57 94 VH 0 +VH3-43 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-48 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-49 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3-53 1 25 26 33 34 50 51 57 58 95 VH 0 +VH3-64 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-66 1 25 26 33 34 50 51 57 58 95 VH 0 +VH3-7 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-72 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3-73 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3-74 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3-9 1 25 26 33 34 50 51 58 59 96 VH 0 +VH4-28 1 25 26 34 35 51 52 58 59 96 VH 0 +VH4-31 1 25 26 35 36 52 53 59 60 97 VH 0 +VH4-34 1 25 26 33 34 50 51 57 58 95 VH 0 +VH4-39 1 25 26 35 36 52 53 59 60 97 VH 0 +VH4-4 1 25 26 33 34 50 51 57 58 95 VH 0 +VH4-59 1 25 26 33 34 50 51 57 58 95 VH 0 +VH4-61 1 25 26 35 36 52 53 59 60 97 VH 0 +VH5-51 1 25 26 33 34 50 51 58 59 96 VH 0 +VH6-1 1 25 26 35 36 52 53 61 62 99 VH 0 +VH7-81 1 25 26 33 34 50 51 58 59 96 VH 0 +TRAV1-1*01 1 25 26 31 32 48 49 54 55 88 VA 0 +TRAV1-1*02 1 25 26 31 32 48 49 54 55 88 VA 0 +TRAV1-2*01 1 25 26 31 32 48 49 54 55 88 VA 0 +TRAV10*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV11*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12-1*01 1 26 27 32 33 49 50 55 56 88 VA 0 +TRAV12-1*02 1 26 27 32 33 49 50 55 56 88 VA 0 +TRAV12-2*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV12-2*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV12-3*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV12-3*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV13-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV13-1*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV13-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV13-2*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14/DV4*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV14/DV4*02 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV14/DV4*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16*01 1 26 27 32 33 49 50 53 54 87 VA 0 +TRAV17*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV18*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV19*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV2*01 1 25 26 31 32 48 49 52 53 84 VA 0 +TRAV2*02 1 25 26 31 32 48 49 52 53 84 VA 0 +TRAV20*01 1 26 27 32 33 49 50 56 57 88 VA 0 +TRAV20*02 1 26 27 32 33 49 50 56 57 88 VA 0 +TRAV20*03 1 26 27 32 33 49 50 56 57 88 VA 0 +TRAV20*04 1 26 27 32 33 49 50 56 57 88 VA 0 +TRAV21*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV22*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV23/DV6*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV23/DV6*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV23/DV6*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV24*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV24*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV25*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV26-1*01 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV26-1*02 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV26-1*03 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV26-2*01 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV27*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV27*02 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV27*03 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV29/DV5*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV29/DV5*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV3*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV30*01 1 25 26 30 31 47 48 54 55 88 VA 0 +TRAV34*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV35*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV35*02 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV36/DV7*01 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV36/DV7*02 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV36/DV7*03 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV36/DV7*04 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV38-1*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV38-1*02 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV38-1*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV38-1*04 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV38-2/DV8*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV39*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV4*01 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV40*01 1 25 26 31 32 48 49 52 53 84 VA 0 +TRAV41*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV5*01 1 25 26 31 32 48 49 55 56 89 VA 0 +TRAV6*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV7*01 1 26 27 32 33 49 50 56 57 88 VA 0 +TRAV8-1*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-2*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-2*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-3*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-3*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-3*03 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-4*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-4*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-4*03 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-4*04 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-4*05 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-6*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-6*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV8-7*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV9-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV9-2*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV9-2*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV9-2*04 1 26 27 32 33 49 50 56 57 90 VA 0 +TRBV10-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV10-1*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV10-2*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV10-3*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV10-3*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV10-3*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV10-3*04 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV11-1*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV11-2*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV11-2*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV11-2*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV11-3*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV11-3*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV12-3*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV12-4*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV12-4*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV12-5*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV13*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV13*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV14*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV14*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV15*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV15*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV15*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV16*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV16*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV17*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV18*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV19*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV19*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV19*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV2*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV2*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV2*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV20-1*01 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20-1*02 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20-1*03 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20-1*04 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20-1*05 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20-1*06 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20-1*07 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20/OR9-2*01 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20/OR9-2*02 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20/OR9-2*03 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV23-1*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV24-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV24/OR9-2*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV25-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV27*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV28*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV29-1*01 1 26 27 31 32 48 49 55 56 93 VB 0 +TRBV29-1*02 1 26 27 31 32 48 49 55 56 93 VB 0 +TRBV29/OR9-2*01 1 26 27 31 32 48 49 55 56 93 VB 0 +TRBV29/OR9-2*02 1 26 27 31 32 48 49 55 56 93 VB 0 +TRBV3-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV3-1*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV3-2*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV30*01 1 26 27 32 33 49 50 54 55 91 VB 0 +TRBV30*02 1 26 27 32 33 49 50 54 55 91 VB 0 +TRBV30*04 1 24 25 30 31 47 48 52 53 89 VB 0 +TRBV30*05 1 26 27 32 33 49 50 54 55 91 VB 0 +TRBV4-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV4-2*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV4-2*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV4-3*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV4-3*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV4-3*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-1*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-3*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-3*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-4*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-4*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-5*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-5*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-5*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-6*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-7*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5-8*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-2*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-3*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-4*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-4*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-5*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-6*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-6*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-6*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-6*04 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-6*05 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-7*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV6-8*01 1 26 27 31 32 48 49 54 55 90 VB 0 +TRBV6-9*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV7-1*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-2*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-2*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-2*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-2*04 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-3*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-3*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-3*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-3*04 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-4*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-6*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-6*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-7*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-7*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-8*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-8*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-8*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-9*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-9*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-9*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-9*04 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-9*05 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV7-9*06 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV9*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV9*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV9*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRAV14/DV4*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV14/DV4*02 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV14/DV4*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV23/DV6*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV23/DV6*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV23/DV6*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV29/DV5*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV29/DV5*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV36/DV7*01 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV36/DV7*02 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV36/DV7*03 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV36/DV7*04 1 26 27 32 33 48 49 55 56 89 VA 0 +TRAV38-2/DV8*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRDV1*01 1 26 27 33 34 50 51 53 54 91 VD 0 +TRDV2*01 1 26 27 34 35 51 52 54 55 92 VD 0 +TRDV2*03 1 26 27 34 35 51 52 54 55 92 VD 0 +TRDV3*01 1 26 27 33 34 50 51 55 56 94 VD 0 +TRDV3*02 1 26 27 33 34 50 51 55 56 94 VD 0 +TRGV1*01 1 26 27 32 33 49 50 57 58 94 VG 0 +TRGV10*01 1 26 27 34 35 51 52 59 60 98 VG 0 +TRGV10*02 1 26 27 34 35 51 52 59 60 98 VG 0 +TRGV11*01 1 26 27 34 35 51 52 58 59 97 VG 0 +TRGV11*02 1 26 27 34 35 51 52 58 59 97 VG 0 +TRGV2*01 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV2*02 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV3*01 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV3*02 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV4*01 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV4*02 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV5*01 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV8*01 1 26 27 32 33 49 50 57 58 95 VG 0 +TRGV9*01 1 26 27 34 35 51 52 58 59 97 VG 0 +TRGV9*02 1 26 27 34 35 51 52 58 59 97 VG 0 diff --git a/database/igblast/internal_data/human/human.pdm.kabat b/database/igblast/internal_data/human/human.pdm.kabat new file mode 100644 index 000000000..22f91fbb8 --- /dev/null +++ b/database/igblast/internal_data/human/human.pdm.kabat @@ -0,0 +1,598 @@ +A1 1 23 24 39 40 54 55 61 62 93 VK 0 +A10 1 23 24 34 35 49 50 56 57 88 VK 0 +A11 1 23 24 35 36 50 51 57 58 89 VK 0 +A14 1 23 24 34 35 49 50 56 57 88 VK 0 +A17 1 23 24 39 40 54 55 61 62 93 VK 0 +A18b 1 23 24 39 40 54 55 61 62 93 VK 0 +A19 1 23 24 39 40 54 55 61 62 93 VK 0 +A2 1 23 24 39 40 54 55 61 62 93 VK 0 +A20 1 23 24 34 35 49 50 56 57 88 VK 0 +A23 1 23 24 39 40 54 55 61 62 93 VK 0 +A26 1 23 24 34 35 49 50 56 57 88 VK 0 +A27 1 23 24 35 36 50 51 57 58 89 VK 0 +A3 1 23 24 39 40 54 55 61 62 93 VK 0 +A30 1 23 24 34 35 49 50 56 57 88 VK 0 +A5 1 23 24 39 40 54 55 61 62 93 VK 0 +A7 1 23 24 39 40 54 55 61 62 93 VK 0 +B2 1 23 24 34 35 49 50 56 57 88 VK 0 +B3 1 23 24 40 41 55 56 62 63 94 VK 0 +IGHV1-18*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-18*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-18*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-2*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-2*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-2*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-2*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-2*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-24*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-3*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-3*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-45*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-45*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-45*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-46*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-46*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-46*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-58*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-58*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-68*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*06 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*07 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*08 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*09 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*10 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*11 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*12 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-69*13 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-8*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-8*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-NL1*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-c*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-f*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1-f*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1/OR15-1*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1/OR15-1*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1/OR15-1*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1/OR15-1*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1/OR15-5*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1/OR15-9*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1/OR21-1*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2-10*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-26*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*02 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*03 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*04 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*05 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*06 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*07 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*08 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*09 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-5*10 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*02 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*03 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*04 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*05 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*06 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*07 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*08 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*09 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*10 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*11 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*12 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2-70*13 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2/OR16-5*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV3-11*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-11*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-11*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-13*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-13*02 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-13*03 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-13*04 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-15*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-15*02 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-15*03 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-15*04 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-15*05 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-15*06 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-15*07 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-15*08 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-16*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-16*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-19*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-20*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-21*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-21*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-21*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-21*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-22*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-22*02 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-23*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-23*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-23*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-23*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-23*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-25*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-25*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-25*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-25*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*06 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*07 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*08 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*09 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*10 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*11 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*12 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*13 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*14 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*15 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*16 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*17 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*18 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30*19 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30-3*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-30-3*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-32*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-33*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-33*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-33*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-33*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-33*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-33*06 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-35*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-38*01 1 30 31 35 36 49 50 64 65 96 VH 0 +IGHV3-38*02 1 30 31 35 36 49 50 64 65 96 VH 0 +IGHV3-43*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-43*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-47*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-47*02 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-48*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-48*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-48*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-48*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-49*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-49*02 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-49*03 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-49*04 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-49*05 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-52*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-52*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-52*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-53*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-53*02 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-53*03 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-53*04 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-54*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-54*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-54*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-62*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-63*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-63*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-64*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-64*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-64*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-64*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-64*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-66*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-66*02 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-66*03 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-66*04 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3-7*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-7*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-7*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-71*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-72*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-72*02 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-73*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-73*02 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3-74*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-74*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-74*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-9*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-9*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-NL1*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-d*01 1 30 31 35 36 49 50 64 65 96 VH 0 +IGHV3/OR15-7*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3/OR15-7*02 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3/OR15-7*03 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3/OR15-7*05 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3/OR16-10*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3/OR16-10*02 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3/OR16-10*03 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV3/OR16-12*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3/OR16-13*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3/OR16-8*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3/OR16-8*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3/OR16-9*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV4-28*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-28*02 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-28*03 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-28*04 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-28*05 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-28*06 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-30-2*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-2*02 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-2*03 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-2*04 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-2*05 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-4*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-4*02 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-4*03 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-4*04 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-4*05 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-30-4*06 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*02 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*03 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*04 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*06 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*07 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*08 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*09 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-31*10 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-34*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*02 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*03 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*04 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*05 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*06 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*07 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*08 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*09 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*10 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*11 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*12 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-34*13 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-39*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-39*02 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-39*03 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-39*04 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-39*05 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-39*06 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-39*07 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-4*07 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-4*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-4*02 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-4*03 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-4*04 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-4*05 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-4*06 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*02 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*03 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*04 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*05 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*06 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*07 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*08 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-55*09 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4-59*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*02 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*03 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*04 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*05 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*06 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*07 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*08 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*09 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-59*10 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV4-61*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-61*02 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-61*03 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-61*05 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-61*06 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-61*07 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-61*08 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV4-b*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4/OR15-8*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4/OR15-8*02 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV4/OR15-8*03 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV5-51*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-51*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-51*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-51*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-51*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-78*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-a*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-a*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5-a*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV6-1*01 1 30 31 37 38 51 52 69 70 101 VH 0 +IGHV6-1*02 1 30 31 37 38 51 52 69 70 101 VH 0 +IGHV7-4-1*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7-4-1*02 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7-4-1*03 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7-4-1*04 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7-4-1*05 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7-40*03 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV7-81*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGKV1-12*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-12*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-13*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-13*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-16*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-16*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-17*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-17*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-27*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-33*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-37*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-39*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-39*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-5*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-5*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-5*03 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-6*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-8*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-9*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1-NL1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1/OR2-0*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-12*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-12*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-13*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-16*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-16*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-17*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-17*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-33*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-37*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-39*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-42*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-43*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1D-8*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV2-18*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-24*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-28*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-29*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-29*02 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-29*03 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-30*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-30*02 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-4*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2-40*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV2-40*02 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV2D-18*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-24*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-26*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-26*02 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-28*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-29*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-29*02 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-30*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2D-40*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV3-11*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3-11*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3-15*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3-20*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3-20*02 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3-7*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3-7*02 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3-7*03 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3-7*04 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3-NL1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3-NL2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3-NL3*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3-NL4*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3-NL5*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3/OR2-268*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3/OR2-268*02 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3D-11*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3D-15*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3D-15*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3D-20*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV3D-7*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV4-1*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV5-2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV6-21*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV6D-21*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV6D-41*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGLV1-36*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV1-40*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV1-40*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV1-40*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV1-41*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV1-41*02 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV1-44*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV1-47*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV1-47*02 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV1-50*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV1-51*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV1-51*02 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV10-54*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV10-54*02 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV10-54*03 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV11-55*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV2-11*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-11*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-11*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-14*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-14*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-14*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-14*04 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-18*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-18*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-18*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-18*04 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-23*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-23*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-23*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-33*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-33*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-33*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-34*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-5*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-5*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-8*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-8*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-8*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV2-NL1*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV3-1*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-10*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-10*02 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-12*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-12*02 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-13*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-16*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-19*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-21*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-21*02 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-21*03 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-22*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-25*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-25*02 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-25*03 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-27*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-31*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-31*02 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-32*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-9*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV3-9*02 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV4-3*01 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV4-60*01 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV4-60*02 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV4-60*03 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV4-69*01 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV4-69*02 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV5-37*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5-39*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5-39*02 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5-45*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5-45*02 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5-45*03 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5-48*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5-52*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV6-57*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV7-43*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV7-46*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV7-46*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV8-61*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV8-61*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV8-61*03 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV8/OR8-1*02 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV9-49*01 1 22 23 34 35 49 50 61 62 93 VL 0 +IGLV9-49*02 1 22 23 34 35 49 50 61 62 93 VL 0 +IGLV9-49*03 1 22 23 34 35 49 50 61 62 93 VL 0 +L1 1 23 24 34 35 49 50 56 57 88 VK 0 +L10 1 23 24 35 36 50 51 57 58 89 VK 0 +L10a 1 23 24 35 36 50 51 57 58 89 VK 0 +L11 1 23 24 34 35 49 50 56 57 88 VK 0 +L12 1 23 24 34 35 49 50 56 57 88 VK 0 +L12a 1 23 24 34 35 49 50 56 57 88 VK 0 +L14 1 23 24 34 35 49 50 56 57 88 VK 0 +L15 1 23 24 34 35 49 50 56 57 88 VK 0 +L15a 1 23 24 34 35 49 50 56 57 88 VK 0 +L16 1 23 24 34 35 49 50 56 57 88 VK 0 +L18 1 23 24 34 35 49 50 56 57 88 VK 0 +L19 1 23 24 34 35 49 50 56 57 88 VK 0 +L2 1 23 24 34 35 49 50 56 57 88 VK 0 +L20 1 23 24 34 35 49 50 56 57 88 VK 0 +L22 1 23 24 34 35 49 50 56 57 88 VK 0 +L23 1 23 24 34 35 49 50 56 57 88 VK 0 +L24 1 23 24 34 35 49 50 56 57 88 VK 0 +L25 1 23 24 35 36 50 51 57 58 89 VK 0 +L4/18a 1 23 24 34 35 49 50 56 57 88 VK 0 +L5 1 23 24 34 35 49 50 56 57 88 VK 0 +L6 1 23 24 34 35 49 50 56 57 88 VK 0 +L8 1 23 24 34 35 49 50 56 57 88 VK 0 +L9 1 23 24 34 35 49 50 56 57 88 VK 0 +O1 1 23 24 40 41 55 56 62 63 94 VK 0 +O11 1 23 24 40 41 55 56 62 63 94 VK 0 +O11a 1 23 24 40 41 55 56 62 63 94 VK 0 +O12 1 23 24 34 35 49 50 56 57 88 VK 0 +O12a 1 23 24 34 35 49 50 56 57 88 VK 0 +O14 1 23 24 34 35 49 50 56 57 88 VK 0 +O18 1 23 24 34 35 49 50 56 57 88 VK 0 +O2 1 23 24 34 35 49 50 56 57 88 VK 0 +O4 1 23 24 34 35 49 50 56 57 88 VK 0 +O8 1 23 24 34 35 49 50 56 57 88 VK 0 +V1-11 1 22 23 35 36 50 51 57 58 89 VL 0 +V1-13 1 22 23 36 37 51 52 58 59 90 VL 0 +V1-16 1 22 23 35 36 50 51 57 58 89 VL 0 +V1-17 1 22 23 35 36 50 51 57 58 89 VL 0 +V1-18 1 22 23 36 37 51 52 58 59 90 VL 0 +V1-19 1 22 23 35 36 50 51 57 58 89 VL 0 +V1-2 1 22 23 36 37 51 52 58 59 90 VL 0 +V1-20 1 22 23 35 36 50 51 57 58 89 VL 0 +V1-22 1 22 23 35 36 50 51 57 58 91 VL 0 +V1-3 1 22 23 36 37 51 52 58 59 90 VL 0 +V1-4 1 22 23 36 37 51 52 58 59 90 VL 0 +V1-5 1 22 23 36 37 51 52 58 59 90 VL 0 +V1-7 1 22 23 36 37 51 52 58 59 90 VL 0 +V1-9 1 22 23 36 37 51 52 58 59 90 VL 0 +V2-1 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-11 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-13 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-14 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-15 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-17 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-19 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-6 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-7 1 22 23 33 34 48 49 55 56 87 VL 0 +V2-8 1 22 23 33 34 48 49 55 56 87 VL 0 +V3-2 1 22 23 36 37 51 52 58 59 90 VL 0 +V3-3 1 22 23 36 37 51 52 58 59 90 VL 0 +V3-4 1 22 23 36 37 51 52 58 59 90 VL 0 +V4-1 1 22 23 36 37 51 52 62 63 96 VL 0 +V4-2 1 22 23 36 37 51 52 62 63 96 VL 0 +V4-3 1 22 23 36 37 51 52 62 63 96 VL 0 +V4-4 1 22 23 36 37 51 52 62 63 96 VL 0 +V4-6 1 22 23 36 37 51 52 62 63 96 VL 0 +V5-1 1 22 23 34 35 49 50 60 61 92 VL 0 +V5-2 1 22 23 34 35 49 50 61 62 93 VL 0 +V5-4 1 22 23 34 35 49 50 60 61 92 VL 0 +V5-6 1 22 23 34 35 49 50 60 61 92 VL 0 +VH1-18 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-2 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-24 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-3 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-45 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-46 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-58 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-69 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1-8 1 30 31 35 36 49 50 66 67 98 VH 0 +VH2-26 1 30 31 37 38 51 52 67 68 99 VH 0 +VH2-5 1 30 31 37 38 51 52 67 68 99 VH 0 +VH2-70 1 30 31 37 38 51 52 67 68 99 VH 0 +VH3-11 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-13 1 30 31 35 36 49 50 65 66 97 VH 0 +VH3-15 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3-16 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-20 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-21 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-23 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-30 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-33 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-35 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-38 1 30 31 35 36 49 50 64 65 96 VH 0 +VH3-43 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-48 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-49 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3-53 1 30 31 35 36 49 50 65 66 97 VH 0 +VH3-64 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-66 1 30 31 35 36 49 50 65 66 97 VH 0 +VH3-7 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-72 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3-73 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3-74 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3-9 1 30 31 35 36 49 50 66 67 98 VH 0 +VH4-28 1 30 31 36 37 50 51 66 67 98 VH 0 +VH4-31 1 30 31 37 38 51 52 67 68 99 VH 0 +VH4-34 1 30 31 35 36 49 50 65 66 97 VH 0 +VH4-39 1 30 31 37 38 51 52 67 68 99 VH 0 +VH4-4 1 30 31 35 36 49 50 65 66 97 VH 0 +VH4-59 1 30 31 35 36 49 50 65 66 97 VH 0 +VH4-61 1 30 31 37 38 51 52 67 68 99 VH 0 +VH5-51 1 30 31 35 36 49 50 66 67 98 VH 0 +VH6-1 1 30 31 37 38 51 52 69 70 101 VH 0 +VH7-81 1 30 31 35 36 49 50 66 67 98 VH 0 +Z0 1 23 24 34 35 49 50 56 57 88 VK 0 diff --git a/database/igblast/internal_data/human/human_TR_V.nhr b/database/igblast/internal_data/human/human_TR_V.nhr new file mode 100644 index 000000000..a8714e2b8 Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.nhr differ diff --git a/database/igblast/internal_data/human/human_TR_V.nin b/database/igblast/internal_data/human/human_TR_V.nin new file mode 100644 index 000000000..d31cc65c4 Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.nin differ diff --git a/database/igblast/internal_data/human/human_TR_V.nog b/database/igblast/internal_data/human/human_TR_V.nog new file mode 100644 index 000000000..bb858c076 Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.nog differ diff --git a/database/igblast/internal_data/human/human_TR_V.nsd b/database/igblast/internal_data/human/human_TR_V.nsd new file mode 100644 index 000000000..73e303631 --- /dev/null +++ b/database/igblast/internal_data/human/human_TR_V.nsd @@ -0,0 +1,242 @@ +lcl|trav1-1*0129 +lcl|trav1-2*0123 +lcl|trav10*0115 +lcl|trav11*01112 +lcl|trav12-1*014 +lcl|trav12-2*0130 +lcl|trav12-3*019 +lcl|trav13-1*0113 +lcl|trav13-2*0116 +lcl|trav14/dv4*013 +lcl|trav16*0125 +lcl|trav17*0131 +lcl|trav18*017 +lcl|trav19*0140 +lcl|trav2*0132 +lcl|trav20*0122 +lcl|trav21*0139 +lcl|trav22*0138 +lcl|trav23/dv6*0145 +lcl|trav24*0128 +lcl|trav25*015 +lcl|trav26-1*0110 +lcl|trav26-2*0117 +lcl|trav27*0118 +lcl|trav29/dv5*0119 +lcl|trav3*016 +lcl|trav30*0124 +lcl|trav34*011 +lcl|trav35*0121 +lcl|trav36/dv7*0133 +lcl|trav38-1*0126 +lcl|trav38-2/dv8*0135 +lcl|trav39*0134 +lcl|trav4*0127 +lcl|trav40*0114 +lcl|trav41*0137 +lcl|trav5*0111 +lcl|trav6*012 +lcl|trav7*0141 +lcl|trav8-1*0143 +lcl|trav8-2*0120 +lcl|trav8-3*0136 +lcl|trav8-4*018 +lcl|trav8-6*0142 +lcl|trav8-7*0144 +lcl|trav9-1*010 +lcl|trav9-2*0112 +lcl|trbv1*01114 +lcl|trbv10-1*0185 +lcl|trbv10-2*0168 +lcl|trbv10-3*0172 +lcl|trbv11-1*0186 +lcl|trbv11-2*0171 +lcl|trbv11-3*0161 +lcl|trbv12-1*01117 +lcl|trbv12-2*01115 +lcl|trbv12-3*0181 +lcl|trbv12-4*0160 +lcl|trbv12-5*0179 +lcl|trbv13*0199 +lcl|trbv14*0167 +lcl|trbv15*0150 +lcl|trbv16*0198 +lcl|trbv17*0166 +lcl|trbv18*0194 +lcl|trbv19*0148 +lcl|trbv2*0162 +lcl|trbv20-1*0147 +lcl|trbv21-1*01113 +lcl|trbv23-1*0170 +lcl|trbv24-1*0149 +lcl|trbv25-1*0165 +lcl|trbv26*01118 +lcl|trbv27*0196 +lcl|trbv28*0176 +lcl|trbv29-1*0169 +lcl|trbv3-1*0195 +lcl|trbv3-2*01116 +lcl|trbv30*0182 +lcl|trbv4-1*0173 +lcl|trbv4-2*0188 +lcl|trbv4-3*0157 +lcl|trbv5-1*0197 +lcl|trbv5-3*0152 +lcl|trbv5-4*0146 +lcl|trbv5-5*0191 +lcl|trbv5-6*0184 +lcl|trbv5-7*0178 +lcl|trbv5-8*0189 +lcl|trbv6-1*0155 +lcl|trbv6-2*0192 +lcl|trbv6-3*0163 +lcl|trbv6-4*0158 +lcl|trbv6-5*0174 +lcl|trbv6-6*0175 +lcl|trbv6-7*0159 +lcl|trbv6-8*0193 +lcl|trbv6-9*0177 +lcl|trbv7-1*0164 +lcl|trbv7-2*0151 +lcl|trbv7-3*0156 +lcl|trbv7-4*0190 +lcl|trbv7-6*0154 +lcl|trbv7-7*0183 +lcl|trbv7-8*0153 +lcl|trbv7-9*0187 +lcl|trbv9*0180 +lcl|trdv1*01100 +lcl|trdv2*01102 +lcl|trdv3*01101 +lcl|trgv1*01106 +lcl|trgv10*01105 +lcl|trgv11*01103 +lcl|trgv2*01108 +lcl|trgv3*01107 +lcl|trgv4*01104 +lcl|trgv5*01109 +lcl|trgv5p*01119 +lcl|trgv8*01111 +lcl|trgv9*01110 +lcl|trgva*01120 +trav1-1*0129 +trav1-2*0123 +trav10*0115 +trav11*01112 +trav12-1*014 +trav12-2*0130 +trav12-3*019 +trav13-1*0113 +trav13-2*0116 +trav14/dv4*013 +trav16*0125 +trav17*0131 +trav18*017 +trav19*0140 +trav2*0132 +trav20*0122 +trav21*0139 +trav22*0138 +trav23/dv6*0145 +trav24*0128 +trav25*015 +trav26-1*0110 +trav26-2*0117 +trav27*0118 +trav29/dv5*0119 +trav3*016 +trav30*0124 +trav34*011 +trav35*0121 +trav36/dv7*0133 +trav38-1*0126 +trav38-2/dv8*0135 +trav39*0134 +trav4*0127 +trav40*0114 +trav41*0137 +trav5*0111 +trav6*012 +trav7*0141 +trav8-1*0143 +trav8-2*0120 +trav8-3*0136 +trav8-4*018 +trav8-6*0142 +trav8-7*0144 +trav9-1*010 +trav9-2*0112 +trbv1*01114 +trbv10-1*0185 +trbv10-2*0168 +trbv10-3*0172 +trbv11-1*0186 +trbv11-2*0171 +trbv11-3*0161 +trbv12-1*01117 +trbv12-2*01115 +trbv12-3*0181 +trbv12-4*0160 +trbv12-5*0179 +trbv13*0199 +trbv14*0167 +trbv15*0150 +trbv16*0198 +trbv17*0166 +trbv18*0194 +trbv19*0148 +trbv2*0162 +trbv20-1*0147 +trbv21-1*01113 +trbv23-1*0170 +trbv24-1*0149 +trbv25-1*0165 +trbv26*01118 +trbv27*0196 +trbv28*0176 +trbv29-1*0169 +trbv3-1*0195 +trbv3-2*01116 +trbv30*0182 +trbv4-1*0173 +trbv4-2*0188 +trbv4-3*0157 +trbv5-1*0197 +trbv5-3*0152 +trbv5-4*0146 +trbv5-5*0191 +trbv5-6*0184 +trbv5-7*0178 +trbv5-8*0189 +trbv6-1*0155 +trbv6-2*0192 +trbv6-3*0163 +trbv6-4*0158 +trbv6-5*0174 +trbv6-6*0175 +trbv6-7*0159 +trbv6-8*0193 +trbv6-9*0177 +trbv7-1*0164 +trbv7-2*0151 +trbv7-3*0156 +trbv7-4*0190 +trbv7-6*0154 +trbv7-7*0183 +trbv7-8*0153 +trbv7-9*0187 +trbv9*0180 +trdv1*01100 +trdv2*01102 +trdv3*01101 +trgv1*01106 +trgv10*01105 +trgv11*01103 +trgv2*01108 +trgv3*01107 +trgv4*01104 +trgv5*01109 +trgv5p*01119 +trgv8*01111 +trgv9*01110 +trgva*01120 diff --git a/database/igblast/internal_data/human/human_TR_V.nsi b/database/igblast/internal_data/human/human_TR_V.nsi new file mode 100644 index 000000000..d0fad9320 Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.nsi differ diff --git a/database/igblast/internal_data/human/human_TR_V.nsq b/database/igblast/internal_data/human/human_TR_V.nsq new file mode 100644 index 000000000..ed8d928b7 Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.nsq differ diff --git a/database/igblast/internal_data/human/human_TR_V.phr b/database/igblast/internal_data/human/human_TR_V.phr new file mode 100644 index 000000000..2f730697f Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.phr differ diff --git a/database/igblast/internal_data/human/human_TR_V.pin b/database/igblast/internal_data/human/human_TR_V.pin new file mode 100644 index 000000000..7a054fc91 Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.pin differ diff --git a/database/igblast/internal_data/human/human_TR_V.pog b/database/igblast/internal_data/human/human_TR_V.pog new file mode 100644 index 000000000..20d3fa0ea Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.pog differ diff --git a/database/igblast/internal_data/human/human_TR_V.psd b/database/igblast/internal_data/human/human_TR_V.psd new file mode 100644 index 000000000..9ddcdc699 --- /dev/null +++ b/database/igblast/internal_data/human/human_TR_V.psd @@ -0,0 +1,232 @@ +lcl|trav1-1*0129 +lcl|trav1-2*0123 +lcl|trav10*0115 +lcl|trav11*01112 +lcl|trav12-1*014 +lcl|trav12-2*0130 +lcl|trav12-3*019 +lcl|trav13-1*0113 +lcl|trav13-2*0116 +lcl|trav14/dv4*013 +lcl|trav16*0125 +lcl|trav17*0131 +lcl|trav18*017 +lcl|trav19*0140 +lcl|trav2*0132 +lcl|trav20*0122 +lcl|trav21*0139 +lcl|trav22*0138 +lcl|trav23/dv6*0145 +lcl|trav24*0128 +lcl|trav25*015 +lcl|trav26-1*0110 +lcl|trav26-2*0117 +lcl|trav27*0118 +lcl|trav29/dv5*0119 +lcl|trav3*016 +lcl|trav30*0124 +lcl|trav34*011 +lcl|trav35*0121 +lcl|trav36/dv7*0133 +lcl|trav38-1*0126 +lcl|trav38-2/dv8*0135 +lcl|trav39*0134 +lcl|trav4*0127 +lcl|trav40*0114 +lcl|trav41*0137 +lcl|trav5*0111 +lcl|trav6*012 +lcl|trav7*0141 +lcl|trav8-1*0143 +lcl|trav8-2*0120 +lcl|trav8-3*0136 +lcl|trav8-4*018 +lcl|trav8-6*0142 +lcl|trav8-7*0144 +lcl|trav9-1*010 +lcl|trav9-2*0112 +lcl|trbv1*01114 +lcl|trbv10-1*0185 +lcl|trbv10-2*0168 +lcl|trbv10-3*0172 +lcl|trbv11-1*0186 +lcl|trbv11-2*0171 +lcl|trbv11-3*0161 +lcl|trbv12-3*0181 +lcl|trbv12-4*0160 +lcl|trbv12-5*0179 +lcl|trbv13*0199 +lcl|trbv14*0167 +lcl|trbv15*0150 +lcl|trbv16*0198 +lcl|trbv17*0166 +lcl|trbv18*0194 +lcl|trbv19*0148 +lcl|trbv2*0162 +lcl|trbv20-1*0147 +lcl|trbv21-1*01113 +lcl|trbv23-1*0170 +lcl|trbv24-1*0149 +lcl|trbv25-1*0165 +lcl|trbv27*0196 +lcl|trbv28*0176 +lcl|trbv29-1*0169 +lcl|trbv3-1*0195 +lcl|trbv30*0182 +lcl|trbv4-1*0173 +lcl|trbv4-2*0188 +lcl|trbv4-3*0157 +lcl|trbv5-1*0197 +lcl|trbv5-3*0152 +lcl|trbv5-4*0146 +lcl|trbv5-5*0191 +lcl|trbv5-6*0184 +lcl|trbv5-7*0178 +lcl|trbv5-8*0189 +lcl|trbv6-1*0155 +lcl|trbv6-2*0192 +lcl|trbv6-3*0163 +lcl|trbv6-4*0158 +lcl|trbv6-5*0174 +lcl|trbv6-6*0175 +lcl|trbv6-7*0159 +lcl|trbv6-8*0193 +lcl|trbv6-9*0177 +lcl|trbv7-1*0164 +lcl|trbv7-2*0151 +lcl|trbv7-3*0156 +lcl|trbv7-4*0190 +lcl|trbv7-6*0154 +lcl|trbv7-7*0183 +lcl|trbv7-8*0153 +lcl|trbv7-9*0187 +lcl|trbv9*0180 +lcl|trdv1*01100 +lcl|trdv2*01102 +lcl|trdv3*01101 +lcl|trgv1*01106 +lcl|trgv10*01105 +lcl|trgv11*01103 +lcl|trgv2*01108 +lcl|trgv3*01107 +lcl|trgv4*01104 +lcl|trgv5*01109 +lcl|trgv5p*01115 +lcl|trgv8*01111 +lcl|trgv9*01110 +trav1-1*0129 +trav1-2*0123 +trav10*0115 +trav11*01112 +trav12-1*014 +trav12-2*0130 +trav12-3*019 +trav13-1*0113 +trav13-2*0116 +trav14/dv4*013 +trav16*0125 +trav17*0131 +trav18*017 +trav19*0140 +trav2*0132 +trav20*0122 +trav21*0139 +trav22*0138 +trav23/dv6*0145 +trav24*0128 +trav25*015 +trav26-1*0110 +trav26-2*0117 +trav27*0118 +trav29/dv5*0119 +trav3*016 +trav30*0124 +trav34*011 +trav35*0121 +trav36/dv7*0133 +trav38-1*0126 +trav38-2/dv8*0135 +trav39*0134 +trav4*0127 +trav40*0114 +trav41*0137 +trav5*0111 +trav6*012 +trav7*0141 +trav8-1*0143 +trav8-2*0120 +trav8-3*0136 +trav8-4*018 +trav8-6*0142 +trav8-7*0144 +trav9-1*010 +trav9-2*0112 +trbv1*01114 +trbv10-1*0185 +trbv10-2*0168 +trbv10-3*0172 +trbv11-1*0186 +trbv11-2*0171 +trbv11-3*0161 +trbv12-3*0181 +trbv12-4*0160 +trbv12-5*0179 +trbv13*0199 +trbv14*0167 +trbv15*0150 +trbv16*0198 +trbv17*0166 +trbv18*0194 +trbv19*0148 +trbv2*0162 +trbv20-1*0147 +trbv21-1*01113 +trbv23-1*0170 +trbv24-1*0149 +trbv25-1*0165 +trbv27*0196 +trbv28*0176 +trbv29-1*0169 +trbv3-1*0195 +trbv30*0182 +trbv4-1*0173 +trbv4-2*0188 +trbv4-3*0157 +trbv5-1*0197 +trbv5-3*0152 +trbv5-4*0146 +trbv5-5*0191 +trbv5-6*0184 +trbv5-7*0178 +trbv5-8*0189 +trbv6-1*0155 +trbv6-2*0192 +trbv6-3*0163 +trbv6-4*0158 +trbv6-5*0174 +trbv6-6*0175 +trbv6-7*0159 +trbv6-8*0193 +trbv6-9*0177 +trbv7-1*0164 +trbv7-2*0151 +trbv7-3*0156 +trbv7-4*0190 +trbv7-6*0154 +trbv7-7*0183 +trbv7-8*0153 +trbv7-9*0187 +trbv9*0180 +trdv1*01100 +trdv2*01102 +trdv3*01101 +trgv1*01106 +trgv10*01105 +trgv11*01103 +trgv2*01108 +trgv3*01107 +trgv4*01104 +trgv5*01109 +trgv5p*01115 +trgv8*01111 +trgv9*01110 diff --git a/database/igblast/internal_data/human/human_TR_V.psi b/database/igblast/internal_data/human/human_TR_V.psi new file mode 100644 index 000000000..57e832a7b Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.psi differ diff --git a/database/igblast/internal_data/human/human_TR_V.psq b/database/igblast/internal_data/human/human_TR_V.psq new file mode 100644 index 000000000..c2b12bf0c Binary files /dev/null and b/database/igblast/internal_data/human/human_TR_V.psq differ diff --git a/database/igblast/internal_data/human/human_V.nhr b/database/igblast/internal_data/human/human_V.nhr new file mode 100644 index 000000000..4e4e19a8d Binary files /dev/null and b/database/igblast/internal_data/human/human_V.nhr differ diff --git a/database/igblast/internal_data/human/human_V.nin b/database/igblast/internal_data/human/human_V.nin new file mode 100644 index 000000000..1c7fd243b Binary files /dev/null and b/database/igblast/internal_data/human/human_V.nin differ diff --git a/database/igblast/internal_data/human/human_V.nog b/database/igblast/internal_data/human/human_V.nog new file mode 100644 index 000000000..851f69c2d Binary files /dev/null and b/database/igblast/internal_data/human/human_V.nog differ diff --git a/database/igblast/internal_data/human/human_V.nsd b/database/igblast/internal_data/human/human_V.nsd new file mode 100644 index 000000000..7d7ddfc91 --- /dev/null +++ b/database/igblast/internal_data/human/human_V.nsd @@ -0,0 +1,620 @@ +a12141 +a15142 +a16143 +a21144 +a22145 +a24146 +a25147 +a28148 +a4a149 +a6150 +a8151 +a9152 +ighv1-18*010 +ighv1-2*011 +ighv1-24*012 +ighv1-3*013 +ighv1-38-4*014 +ighv1-45*016 +ighv1-46*017 +ighv1-58*018 +ighv1-68*019 +ighv1-69*0110 +ighv1-69-2*0111 +ighv1-8*0112 +ighv1-c*0114 +ighv1-f*0115 +ighv1-nl1*0113 +ighv1/or15-1*0116 +ighv1/or15-2*0117 +ighv1/or15-3*0118 +ighv1/or15-4*0119 +ighv1/or15-5*0120 +ighv1/or15-9*0121 +ighv1/or21-1*0122 +ighv2-10*0123 +ighv2-26*0124 +ighv2-5*0125 +ighv2-70*0126 +ighv2/or16-5*0127 +ighv3-11*0128 +ighv3-13*0129 +ighv3-15*0130 +ighv3-16*0131 +ighv3-19*0132 +ighv3-20*0133 +ighv3-21*0134 +ighv3-22*0135 +ighv3-23*0136 +ighv3-25*0137 +ighv3-30*0138 +ighv3-30-2*0139 +ighv3-30-3*0140 +ighv3-32*0141 +ighv3-33*0142 +ighv3-35*0143 +ighv3-38*0144 +ighv3-43*0145 +ighv3-47*0146 +ighv3-48*0147 +ighv3-49*0148 +ighv3-52*0149 +ighv3-53*0150 +ighv3-54*0151 +ighv3-62*0152 +ighv3-63*0153 +ighv3-64*0154 +ighv3-66*0155 +ighv3-7*0156 +ighv3-71*0157 +ighv3-72*0158 +ighv3-73*0159 +ighv3-74*0160 +ighv3-9*0161 +ighv3-d*0163 +ighv3-h*0164 +ighv3-nl1*0162 +ighv3/or15-7*0165 +ighv3/or16-10*0166 +ighv3/or16-12*0167 +ighv3/or16-13*0168 +ighv3/or16-14*0169 +ighv3/or16-15*0170 +ighv3/or16-16*0171 +ighv3/or16-8*0172 +ighv3/or16-9*0173 +ighv4-28*0174 +ighv4-30-2*0175 +ighv4-30-4*0176 +ighv4-31*0177 +ighv4-31*0578 +ighv4-34*0179 +ighv4-38-2*015 +ighv4-39*0180 +ighv4-4*0181 +ighv4-4*0782 +ighv4-55*0183 +ighv4-59*0184 +ighv4-61*0185 +ighv4-b*0186 +ighv4/or15-8*0187 +ighv5-10-1*0188 +ighv5-51*0189 +ighv5-78*0190 +ighv5-a*0191 +ighv6-1*0192 +ighv7-34-1*0193 +ighv7-4-1*0194 +ighv7-81*0195 +igkv1-12*01153 +igkv1-13*01154 +igkv1-16*01155 +igkv1-17*01156 +igkv1-27*01157 +igkv1-33*01158 +igkv1-37*01159 +igkv1-39*01160 +igkv1-5*01161 +igkv1-6*01162 +igkv1-8*01163 +igkv1-9*01164 +igkv1-nl1*01165 +igkv1/or-1*01166 +igkv1/or-2*01167 +igkv1/or-3*01168 +igkv1/or-4*01169 +igkv1/or1-1*01170 +igkv1/or15-118*01171 +igkv1/or2-0*01172 +igkv1/or2-108*01173 +igkv1/or2-11*01174 +igkv1/or2-118*01175 +igkv1/or2-3*01176 +igkv1/or2-9*01177 +igkv1/or22-5*01178 +igkv1/ory-1*01179 +igkv1d-12*01180 +igkv1d-13*01181 +igkv1d-16*01182 +igkv1d-17*01183 +igkv1d-33*01184 +igkv1d-37*01185 +igkv1d-39*01186 +igkv1d-42*01187 +igkv1d-43*01188 +igkv1d-8*01189 +igkv2-18*01190 +igkv2-24*01191 +igkv2-28*01192 +igkv2-29*01193 +igkv2-30*01194 +igkv2-4*01195 +igkv2-40*01196 +igkv2/or2-7d*01197 +igkv2/or22-4*01198 +igkv2d-18*01199 +igkv2d-24*01200 +igkv2d-26*01201 +igkv2d-28*01202 +igkv2d-29*01203 +igkv2d-30*01204 +igkv2d-40*01205 +igkv3-11*01206 +igkv3-15*01207 +igkv3-20*01208 +igkv3-7*01209 +igkv3-nl1*01210 +igkv3-nl2*01211 +igkv3-nl3*01212 +igkv3-nl4*01213 +igkv3-nl5*01214 +igkv3/or2-268*01215 +igkv3d-11*01216 +igkv3d-15*01217 +igkv3d-20*01218 +igkv3d-7*01219 +igkv4-1*01220 +igkv5-2*01221 +igkv6-21*01222 +igkv6d-21*01223 +igkv6d-41*01224 +igkv7-3*01225 +iglv1-36*01241 +iglv1-40*01242 +iglv1-41*01243 +iglv1-44*01244 +iglv1-47*01245 +iglv1-50*01246 +iglv1-51*01247 +iglv10-54*01248 +iglv11-55*01249 +iglv2-11*01250 +iglv2-14*01251 +iglv2-18*01252 +iglv2-23*01253 +iglv2-33*01254 +iglv2-34*01255 +iglv2-5*01256 +iglv2-8*01257 +iglv2-nl1*01258 +iglv3-1*01259 +iglv3-10*01260 +iglv3-12*01261 +iglv3-13*01262 +iglv3-16*01263 +iglv3-19*01264 +iglv3-21*01265 +iglv3-22*01266 +iglv3-25*01267 +iglv3-27*01268 +iglv3-31*01269 +iglv3-32*01270 +iglv3-9*01271 +iglv4-3*01272 +iglv4-60*01273 +iglv4-69*01274 +iglv5-37*01275 +iglv5-39*01276 +iglv5-45*01277 +iglv5-48*01278 +iglv5-52*01279 +iglv6-57*01280 +iglv7-43*01281 +iglv7-46*01282 +iglv8-61*01283 +iglv9-49*01284 +l17226 +l21227 +l3228 +l7229 +lcl|a12141 +lcl|a15142 +lcl|a16143 +lcl|a21144 +lcl|a22145 +lcl|a24146 +lcl|a25147 +lcl|a28148 +lcl|a4a149 +lcl|a6150 +lcl|a8151 +lcl|a9152 +lcl|ighv1-18*010 +lcl|ighv1-2*011 +lcl|ighv1-24*012 +lcl|ighv1-3*013 +lcl|ighv1-38-4*014 +lcl|ighv1-45*016 +lcl|ighv1-46*017 +lcl|ighv1-58*018 +lcl|ighv1-68*019 +lcl|ighv1-69*0110 +lcl|ighv1-69-2*0111 +lcl|ighv1-8*0112 +lcl|ighv1-c*0114 +lcl|ighv1-f*0115 +lcl|ighv1-nl1*0113 +lcl|ighv1/or15-1*0116 +lcl|ighv1/or15-2*0117 +lcl|ighv1/or15-3*0118 +lcl|ighv1/or15-4*0119 +lcl|ighv1/or15-5*0120 +lcl|ighv1/or15-9*0121 +lcl|ighv1/or21-1*0122 +lcl|ighv2-10*0123 +lcl|ighv2-26*0124 +lcl|ighv2-5*0125 +lcl|ighv2-70*0126 +lcl|ighv2/or16-5*0127 +lcl|ighv3-11*0128 +lcl|ighv3-13*0129 +lcl|ighv3-15*0130 +lcl|ighv3-16*0131 +lcl|ighv3-19*0132 +lcl|ighv3-20*0133 +lcl|ighv3-21*0134 +lcl|ighv3-22*0135 +lcl|ighv3-23*0136 +lcl|ighv3-25*0137 +lcl|ighv3-30*0138 +lcl|ighv3-30-2*0139 +lcl|ighv3-30-3*0140 +lcl|ighv3-32*0141 +lcl|ighv3-33*0142 +lcl|ighv3-35*0143 +lcl|ighv3-38*0144 +lcl|ighv3-43*0145 +lcl|ighv3-47*0146 +lcl|ighv3-48*0147 +lcl|ighv3-49*0148 +lcl|ighv3-52*0149 +lcl|ighv3-53*0150 +lcl|ighv3-54*0151 +lcl|ighv3-62*0152 +lcl|ighv3-63*0153 +lcl|ighv3-64*0154 +lcl|ighv3-66*0155 +lcl|ighv3-7*0156 +lcl|ighv3-71*0157 +lcl|ighv3-72*0158 +lcl|ighv3-73*0159 +lcl|ighv3-74*0160 +lcl|ighv3-9*0161 +lcl|ighv3-d*0163 +lcl|ighv3-h*0164 +lcl|ighv3-nl1*0162 +lcl|ighv3/or15-7*0165 +lcl|ighv3/or16-10*0166 +lcl|ighv3/or16-12*0167 +lcl|ighv3/or16-13*0168 +lcl|ighv3/or16-14*0169 +lcl|ighv3/or16-15*0170 +lcl|ighv3/or16-16*0171 +lcl|ighv3/or16-8*0172 +lcl|ighv3/or16-9*0173 +lcl|ighv4-28*0174 +lcl|ighv4-30-2*0175 +lcl|ighv4-30-4*0176 +lcl|ighv4-31*0177 +lcl|ighv4-31*0578 +lcl|ighv4-34*0179 +lcl|ighv4-38-2*015 +lcl|ighv4-39*0180 +lcl|ighv4-4*0181 +lcl|ighv4-4*0782 +lcl|ighv4-55*0183 +lcl|ighv4-59*0184 +lcl|ighv4-61*0185 +lcl|ighv4-b*0186 +lcl|ighv4/or15-8*0187 +lcl|ighv5-10-1*0188 +lcl|ighv5-51*0189 +lcl|ighv5-78*0190 +lcl|ighv5-a*0191 +lcl|ighv6-1*0192 +lcl|ighv7-34-1*0193 +lcl|ighv7-4-1*0194 +lcl|ighv7-81*0195 +lcl|igkv1-12*01153 +lcl|igkv1-13*01154 +lcl|igkv1-16*01155 +lcl|igkv1-17*01156 +lcl|igkv1-27*01157 +lcl|igkv1-33*01158 +lcl|igkv1-37*01159 +lcl|igkv1-39*01160 +lcl|igkv1-5*01161 +lcl|igkv1-6*01162 +lcl|igkv1-8*01163 +lcl|igkv1-9*01164 +lcl|igkv1-nl1*01165 +lcl|igkv1/or-1*01166 +lcl|igkv1/or-2*01167 +lcl|igkv1/or-3*01168 +lcl|igkv1/or-4*01169 +lcl|igkv1/or1-1*01170 +lcl|igkv1/or15-118*01171 +lcl|igkv1/or2-0*01172 +lcl|igkv1/or2-108*01173 +lcl|igkv1/or2-11*01174 +lcl|igkv1/or2-118*01175 +lcl|igkv1/or2-3*01176 +lcl|igkv1/or2-9*01177 +lcl|igkv1/or22-5*01178 +lcl|igkv1/ory-1*01179 +lcl|igkv1d-12*01180 +lcl|igkv1d-13*01181 +lcl|igkv1d-16*01182 +lcl|igkv1d-17*01183 +lcl|igkv1d-33*01184 +lcl|igkv1d-37*01185 +lcl|igkv1d-39*01186 +lcl|igkv1d-42*01187 +lcl|igkv1d-43*01188 +lcl|igkv1d-8*01189 +lcl|igkv2-18*01190 +lcl|igkv2-24*01191 +lcl|igkv2-28*01192 +lcl|igkv2-29*01193 +lcl|igkv2-30*01194 +lcl|igkv2-4*01195 +lcl|igkv2-40*01196 +lcl|igkv2/or2-7d*01197 +lcl|igkv2/or22-4*01198 +lcl|igkv2d-18*01199 +lcl|igkv2d-24*01200 +lcl|igkv2d-26*01201 +lcl|igkv2d-28*01202 +lcl|igkv2d-29*01203 +lcl|igkv2d-30*01204 +lcl|igkv2d-40*01205 +lcl|igkv3-11*01206 +lcl|igkv3-15*01207 +lcl|igkv3-20*01208 +lcl|igkv3-7*01209 +lcl|igkv3-nl1*01210 +lcl|igkv3-nl2*01211 +lcl|igkv3-nl3*01212 +lcl|igkv3-nl4*01213 +lcl|igkv3-nl5*01214 +lcl|igkv3/or2-268*01215 +lcl|igkv3d-11*01216 +lcl|igkv3d-15*01217 +lcl|igkv3d-20*01218 +lcl|igkv3d-7*01219 +lcl|igkv4-1*01220 +lcl|igkv5-2*01221 +lcl|igkv6-21*01222 +lcl|igkv6d-21*01223 +lcl|igkv6d-41*01224 +lcl|igkv7-3*01225 +lcl|iglv1-36*01241 +lcl|iglv1-40*01242 +lcl|iglv1-41*01243 +lcl|iglv1-44*01244 +lcl|iglv1-47*01245 +lcl|iglv1-50*01246 +lcl|iglv1-51*01247 +lcl|iglv10-54*01248 +lcl|iglv11-55*01249 +lcl|iglv2-11*01250 +lcl|iglv2-14*01251 +lcl|iglv2-18*01252 +lcl|iglv2-23*01253 +lcl|iglv2-33*01254 +lcl|iglv2-34*01255 +lcl|iglv2-5*01256 +lcl|iglv2-8*01257 +lcl|iglv2-nl1*01258 +lcl|iglv3-1*01259 +lcl|iglv3-10*01260 +lcl|iglv3-12*01261 +lcl|iglv3-13*01262 +lcl|iglv3-16*01263 +lcl|iglv3-19*01264 +lcl|iglv3-21*01265 +lcl|iglv3-22*01266 +lcl|iglv3-25*01267 +lcl|iglv3-27*01268 +lcl|iglv3-31*01269 +lcl|iglv3-32*01270 +lcl|iglv3-9*01271 +lcl|iglv4-3*01272 +lcl|iglv4-60*01273 +lcl|iglv4-69*01274 +lcl|iglv5-37*01275 +lcl|iglv5-39*01276 +lcl|iglv5-45*01277 +lcl|iglv5-48*01278 +lcl|iglv5-52*01279 +lcl|iglv6-57*01280 +lcl|iglv7-43*01281 +lcl|iglv7-46*01282 +lcl|iglv8-61*01283 +lcl|iglv9-49*01284 +lcl|l17226 +lcl|l21227 +lcl|l3228 +lcl|l7229 +lcl|o10230 +lcl|o13231 +lcl|o15232 +lcl|o16233 +lcl|o17234 +lcl|o3235 +lcl|o5236 +lcl|o6237 +lcl|o6/16a238 +lcl|o7239 +lcl|o9240 +lcl|v1-12p285 +lcl|v1-15p286 +lcl|v1-21p287 +lcl|v1-23p288 +lcl|v1-24p289 +lcl|v1-25p290 +lcl|v1-26p291 +lcl|v1-27p292 +lcl|v1-6p293 +lcl|v1-8p294 +lcl|v2-10p295 +lcl|v2-12p296 +lcl|v2-16p297 +lcl|v2-18p298 +lcl|v2-21p299 +lcl|v2-2p300 +lcl|v2-3p301 +lcl|v2-4p302 +lcl|v2-5p303 +lcl|v3-1p304 +lcl|v4-5p305 +lcl|v4-7p306 +lcl|v4-8p307 +lcl|v4-9p308 +lcl|v5-3p309 +lcl|vh1-14p96 +lcl|vh1-17p97 +lcl|vh1-67p98 +lcl|vh3-02.1p99 +lcl|vh3-05.2p100 +lcl|vh3-06p101 +lcl|vh3-13.1p102 +lcl|vh3-26.1p103 +lcl|vh3-29p104 +lcl|vh3-30.2p105 +lcl|vh3-33.2p106 +lcl|vh3-36p107 +lcl|vh3-37p108 +lcl|vh3-38.1p109 +lcl|vh3-41p110 +lcl|vh3-42p111 +lcl|vh3-47.1p112 +lcl|vh3-50p113 +lcl|vh3-51.1p114 +lcl|vh3-57p115 +lcl|vh3-60p116 +lcl|vh3-65p117 +lcl|vh3-67.4p118 +lcl|vh3-75p119 +lcl|vh3-76.1p120 +lcl|vh3-76p121 +lcl|vh3-79p122 +lcl|vh4-15.1p123 +lcl|vh4-22.1p124 +lcl|vh4-26.2p125 +lcl|vh4-30.1p126 +lcl|vh4-31.1p127 +lcl|vh4-33.1p128 +lcl|vh4-49.1p129 +lcl|vh4-51.2p130 +lcl|vh4-53.1p131 +lcl|vh4-60.1p132 +lcl|vh4-62.1p133 +lcl|vh4-65.1p134 +lcl|vh4-78.1p135 +lcl|vh4-80p136 +lcl|vh7-27p137 +lcl|vh7-34.1p138 +lcl|vh7-40p139 +lcl|vh7-56p140 +o10230 +o13231 +o15232 +o16233 +o17234 +o3235 +o5236 +o6237 +o6/16a238 +o7239 +o9240 +v1-12p285 +v1-15p286 +v1-21p287 +v1-23p288 +v1-24p289 +v1-25p290 +v1-26p291 +v1-27p292 +v1-6p293 +v1-8p294 +v2-10p295 +v2-12p296 +v2-16p297 +v2-18p298 +v2-21p299 +v2-2p300 +v2-3p301 +v2-4p302 +v2-5p303 +v3-1p304 +v4-5p305 +v4-7p306 +v4-8p307 +v4-9p308 +v5-3p309 +vh1-14p96 +vh1-17p97 +vh1-67p98 +vh3-02.1p99 +vh3-05.2p100 +vh3-06p101 +vh3-13.1p102 +vh3-26.1p103 +vh3-29p104 +vh3-30.2p105 +vh3-33.2p106 +vh3-36p107 +vh3-37p108 +vh3-38.1p109 +vh3-41p110 +vh3-42p111 +vh3-47.1p112 +vh3-50p113 +vh3-51.1p114 +vh3-57p115 +vh3-60p116 +vh3-65p117 +vh3-67.4p118 +vh3-75p119 +vh3-76.1p120 +vh3-76p121 +vh3-79p122 +vh4-15.1p123 +vh4-22.1p124 +vh4-26.2p125 +vh4-30.1p126 +vh4-31.1p127 +vh4-33.1p128 +vh4-49.1p129 +vh4-51.2p130 +vh4-53.1p131 +vh4-60.1p132 +vh4-62.1p133 +vh4-65.1p134 +vh4-78.1p135 +vh4-80p136 +vh7-27p137 +vh7-34.1p138 +vh7-40p139 +vh7-56p140 diff --git a/database/igblast/internal_data/human/human_V.nsi b/database/igblast/internal_data/human/human_V.nsi new file mode 100644 index 000000000..a16b917aa Binary files /dev/null and b/database/igblast/internal_data/human/human_V.nsi differ diff --git a/database/igblast/internal_data/human/human_V.nsq b/database/igblast/internal_data/human/human_V.nsq new file mode 100644 index 000000000..c50d4fc03 Binary files /dev/null and b/database/igblast/internal_data/human/human_V.nsq differ diff --git a/database/igblast/internal_data/human/human_V.phr b/database/igblast/internal_data/human/human_V.phr new file mode 100644 index 000000000..1d44be375 Binary files /dev/null and b/database/igblast/internal_data/human/human_V.phr differ diff --git a/database/igblast/internal_data/human/human_V.pin b/database/igblast/internal_data/human/human_V.pin new file mode 100644 index 000000000..a436540c6 Binary files /dev/null and b/database/igblast/internal_data/human/human_V.pin differ diff --git a/database/igblast/internal_data/human/human_V.pog b/database/igblast/internal_data/human/human_V.pog new file mode 100644 index 000000000..3ac2abf63 Binary files /dev/null and b/database/igblast/internal_data/human/human_V.pog differ diff --git a/database/igblast/internal_data/human/human_V.psd b/database/igblast/internal_data/human/human_V.psd new file mode 100644 index 000000000..da3b4b726 --- /dev/null +++ b/database/igblast/internal_data/human/human_V.psd @@ -0,0 +1,408 @@ +ighv1-18*010 +ighv1-2*011 +ighv1-24*012 +ighv1-3*013 +ighv1-45*014 +ighv1-46*015 +ighv1-58*016 +ighv1-68*017 +ighv1-69*018 +ighv1-8*019 +ighv1-c*0111 +ighv1-f*0112 +ighv1-nl1*0110 +ighv1/or15-1*0113 +ighv1/or15-2*0114 +ighv1/or15-3*0115 +ighv1/or15-4*0116 +ighv1/or15-5*0117 +ighv1/or15-9*0118 +ighv1/or21-1*0119 +ighv2-10*0120 +ighv2-26*0121 +ighv2-5*0122 +ighv2-70*0123 +ighv2/or16-5*0124 +ighv3-11*0125 +ighv3-13*0126 +ighv3-15*0127 +ighv3-16*0128 +ighv3-19*0129 +ighv3-20*0130 +ighv3-21*0131 +ighv3-22*0132 +ighv3-23*0133 +ighv3-25*0134 +ighv3-30*0135 +ighv3-30-3*0136 +ighv3-32*0137 +ighv3-33*0138 +ighv3-35*0139 +ighv3-38*0140 +ighv3-43*0141 +ighv3-47*0142 +ighv3-48*0143 +ighv3-49*0144 +ighv3-52*0145 +ighv3-53*0146 +ighv3-54*0147 +ighv3-62*0148 +ighv3-63*0149 +ighv3-64*0150 +ighv3-66*0151 +ighv3-7*0152 +ighv3-71*0153 +ighv3-72*0154 +ighv3-73*0155 +ighv3-74*0156 +ighv3-9*0157 +ighv3-d*0159 +ighv3-h*0160 +ighv3-nl1*0158 +ighv3/or15-7*0161 +ighv3/or16-10*0162 +ighv3/or16-12*0163 +ighv3/or16-13*0164 +ighv3/or16-14*0165 +ighv3/or16-15*0166 +ighv3/or16-16*0167 +ighv3/or16-8*0168 +ighv3/or16-9*0169 +ighv4-28*0170 +ighv4-30-2*0171 +ighv4-30-4*0172 +ighv4-31*0173 +ighv4-34*0174 +ighv4-39*0175 +ighv4-4*0176 +ighv4-55*0177 +ighv4-59*0178 +ighv4-b*0179 +ighv4/or15-8*0180 +ighv5-51*0181 +ighv5-78*0182 +ighv5-a*0183 +ighv6-1*0184 +ighv7-4-1*0185 +ighv7-81*0186 +igkv1-12*0187 +igkv1-13*0188 +igkv1-16*0189 +igkv1-17*0190 +igkv1-27*0191 +igkv1-33*0192 +igkv1-37*0193 +igkv1-39*0194 +igkv1-5*0195 +igkv1-6*0196 +igkv1-8*0197 +igkv1-9*0198 +igkv1-nl1*0199 +igkv1/or-1*01100 +igkv1/or-2*01101 +igkv1/or-3*01102 +igkv1/or-4*01103 +igkv1/or1-1*01104 +igkv1/or15-118*01105 +igkv1/or2-0*01106 +igkv1/or2-108*01107 +igkv1/or2-11*01108 +igkv1/or2-118*01109 +igkv1/or2-3*01110 +igkv1/or2-9*01111 +igkv1/or22-5*01112 +igkv1/ory-1*01113 +igkv1d-12*01114 +igkv1d-13*01115 +igkv1d-16*01116 +igkv1d-17*01117 +igkv1d-33*01118 +igkv1d-37*01119 +igkv1d-39*01120 +igkv1d-42*01121 +igkv1d-43*01122 +igkv1d-8*01123 +igkv2-18*01124 +igkv2-24*01125 +igkv2-28*01126 +igkv2-29*01127 +igkv2-30*01128 +igkv2-4*01129 +igkv2-40*01130 +igkv2/or2-7d*01131 +igkv2/or22-4*01132 +igkv2d-18*01133 +igkv2d-24*01134 +igkv2d-26*01135 +igkv2d-28*01136 +igkv2d-29*01137 +igkv2d-30*01138 +igkv2d-40*01139 +igkv3-11*01140 +igkv3-15*01141 +igkv3-20*01142 +igkv3-7*01143 +igkv3-nl1*01144 +igkv3-nl2*01145 +igkv3-nl3*01146 +igkv3-nl4*01147 +igkv3-nl5*01148 +igkv3/or2-268*01149 +igkv3d-11*01150 +igkv3d-15*01151 +igkv3d-20*01152 +igkv3d-7*01153 +igkv4-1*01154 +igkv5-2*01155 +igkv6-21*01156 +igkv6d-21*01157 +igkv6d-41*01158 +igkv7-3*01159 +iglv1-36*01160 +iglv1-40*01161 +iglv1-41*01162 +iglv1-44*01163 +iglv1-47*01164 +iglv1-50*01165 +iglv1-51*01166 +iglv10-54*01167 +iglv11-55*01168 +iglv2-11*01169 +iglv2-14*01170 +iglv2-18*01171 +iglv2-23*01172 +iglv2-33*01173 +iglv2-34*01174 +iglv2-5*01175 +iglv2-8*01176 +iglv2-nl1*01177 +iglv3-1*01178 +iglv3-10*01179 +iglv3-12*01180 +iglv3-13*01181 +iglv3-16*01182 +iglv3-19*01183 +iglv3-21*01184 +iglv3-22*01185 +iglv3-25*01186 +iglv3-27*01187 +iglv3-31*01188 +iglv3-32*01189 +iglv3-9*01190 +iglv4-3*01191 +iglv4-60*01192 +iglv4-69*01193 +iglv5-37*01194 +iglv5-39*01195 +iglv5-45*01196 +iglv5-48*01197 +iglv5-52*01198 +iglv6-57*01199 +iglv7-43*01200 +iglv7-46*01201 +iglv8-61*01202 +iglv9-49*01203 +lcl|ighv1-18*010 +lcl|ighv1-2*011 +lcl|ighv1-24*012 +lcl|ighv1-3*013 +lcl|ighv1-45*014 +lcl|ighv1-46*015 +lcl|ighv1-58*016 +lcl|ighv1-68*017 +lcl|ighv1-69*018 +lcl|ighv1-8*019 +lcl|ighv1-c*0111 +lcl|ighv1-f*0112 +lcl|ighv1-nl1*0110 +lcl|ighv1/or15-1*0113 +lcl|ighv1/or15-2*0114 +lcl|ighv1/or15-3*0115 +lcl|ighv1/or15-4*0116 +lcl|ighv1/or15-5*0117 +lcl|ighv1/or15-9*0118 +lcl|ighv1/or21-1*0119 +lcl|ighv2-10*0120 +lcl|ighv2-26*0121 +lcl|ighv2-5*0122 +lcl|ighv2-70*0123 +lcl|ighv2/or16-5*0124 +lcl|ighv3-11*0125 +lcl|ighv3-13*0126 +lcl|ighv3-15*0127 +lcl|ighv3-16*0128 +lcl|ighv3-19*0129 +lcl|ighv3-20*0130 +lcl|ighv3-21*0131 +lcl|ighv3-22*0132 +lcl|ighv3-23*0133 +lcl|ighv3-25*0134 +lcl|ighv3-30*0135 +lcl|ighv3-30-3*0136 +lcl|ighv3-32*0137 +lcl|ighv3-33*0138 +lcl|ighv3-35*0139 +lcl|ighv3-38*0140 +lcl|ighv3-43*0141 +lcl|ighv3-47*0142 +lcl|ighv3-48*0143 +lcl|ighv3-49*0144 +lcl|ighv3-52*0145 +lcl|ighv3-53*0146 +lcl|ighv3-54*0147 +lcl|ighv3-62*0148 +lcl|ighv3-63*0149 +lcl|ighv3-64*0150 +lcl|ighv3-66*0151 +lcl|ighv3-7*0152 +lcl|ighv3-71*0153 +lcl|ighv3-72*0154 +lcl|ighv3-73*0155 +lcl|ighv3-74*0156 +lcl|ighv3-9*0157 +lcl|ighv3-d*0159 +lcl|ighv3-h*0160 +lcl|ighv3-nl1*0158 +lcl|ighv3/or15-7*0161 +lcl|ighv3/or16-10*0162 +lcl|ighv3/or16-12*0163 +lcl|ighv3/or16-13*0164 +lcl|ighv3/or16-14*0165 +lcl|ighv3/or16-15*0166 +lcl|ighv3/or16-16*0167 +lcl|ighv3/or16-8*0168 +lcl|ighv3/or16-9*0169 +lcl|ighv4-28*0170 +lcl|ighv4-30-2*0171 +lcl|ighv4-30-4*0172 +lcl|ighv4-31*0173 +lcl|ighv4-34*0174 +lcl|ighv4-39*0175 +lcl|ighv4-4*0176 +lcl|ighv4-55*0177 +lcl|ighv4-59*0178 +lcl|ighv4-b*0179 +lcl|ighv4/or15-8*0180 +lcl|ighv5-51*0181 +lcl|ighv5-78*0182 +lcl|ighv5-a*0183 +lcl|ighv6-1*0184 +lcl|ighv7-4-1*0185 +lcl|ighv7-81*0186 +lcl|igkv1-12*0187 +lcl|igkv1-13*0188 +lcl|igkv1-16*0189 +lcl|igkv1-17*0190 +lcl|igkv1-27*0191 +lcl|igkv1-33*0192 +lcl|igkv1-37*0193 +lcl|igkv1-39*0194 +lcl|igkv1-5*0195 +lcl|igkv1-6*0196 +lcl|igkv1-8*0197 +lcl|igkv1-9*0198 +lcl|igkv1-nl1*0199 +lcl|igkv1/or-1*01100 +lcl|igkv1/or-2*01101 +lcl|igkv1/or-3*01102 +lcl|igkv1/or-4*01103 +lcl|igkv1/or1-1*01104 +lcl|igkv1/or15-118*01105 +lcl|igkv1/or2-0*01106 +lcl|igkv1/or2-108*01107 +lcl|igkv1/or2-11*01108 +lcl|igkv1/or2-118*01109 +lcl|igkv1/or2-3*01110 +lcl|igkv1/or2-9*01111 +lcl|igkv1/or22-5*01112 +lcl|igkv1/ory-1*01113 +lcl|igkv1d-12*01114 +lcl|igkv1d-13*01115 +lcl|igkv1d-16*01116 +lcl|igkv1d-17*01117 +lcl|igkv1d-33*01118 +lcl|igkv1d-37*01119 +lcl|igkv1d-39*01120 +lcl|igkv1d-42*01121 +lcl|igkv1d-43*01122 +lcl|igkv1d-8*01123 +lcl|igkv2-18*01124 +lcl|igkv2-24*01125 +lcl|igkv2-28*01126 +lcl|igkv2-29*01127 +lcl|igkv2-30*01128 +lcl|igkv2-4*01129 +lcl|igkv2-40*01130 +lcl|igkv2/or2-7d*01131 +lcl|igkv2/or22-4*01132 +lcl|igkv2d-18*01133 +lcl|igkv2d-24*01134 +lcl|igkv2d-26*01135 +lcl|igkv2d-28*01136 +lcl|igkv2d-29*01137 +lcl|igkv2d-30*01138 +lcl|igkv2d-40*01139 +lcl|igkv3-11*01140 +lcl|igkv3-15*01141 +lcl|igkv3-20*01142 +lcl|igkv3-7*01143 +lcl|igkv3-nl1*01144 +lcl|igkv3-nl2*01145 +lcl|igkv3-nl3*01146 +lcl|igkv3-nl4*01147 +lcl|igkv3-nl5*01148 +lcl|igkv3/or2-268*01149 +lcl|igkv3d-11*01150 +lcl|igkv3d-15*01151 +lcl|igkv3d-20*01152 +lcl|igkv3d-7*01153 +lcl|igkv4-1*01154 +lcl|igkv5-2*01155 +lcl|igkv6-21*01156 +lcl|igkv6d-21*01157 +lcl|igkv6d-41*01158 +lcl|igkv7-3*01159 +lcl|iglv1-36*01160 +lcl|iglv1-40*01161 +lcl|iglv1-41*01162 +lcl|iglv1-44*01163 +lcl|iglv1-47*01164 +lcl|iglv1-50*01165 +lcl|iglv1-51*01166 +lcl|iglv10-54*01167 +lcl|iglv11-55*01168 +lcl|iglv2-11*01169 +lcl|iglv2-14*01170 +lcl|iglv2-18*01171 +lcl|iglv2-23*01172 +lcl|iglv2-33*01173 +lcl|iglv2-34*01174 +lcl|iglv2-5*01175 +lcl|iglv2-8*01176 +lcl|iglv2-nl1*01177 +lcl|iglv3-1*01178 +lcl|iglv3-10*01179 +lcl|iglv3-12*01180 +lcl|iglv3-13*01181 +lcl|iglv3-16*01182 +lcl|iglv3-19*01183 +lcl|iglv3-21*01184 +lcl|iglv3-22*01185 +lcl|iglv3-25*01186 +lcl|iglv3-27*01187 +lcl|iglv3-31*01188 +lcl|iglv3-32*01189 +lcl|iglv3-9*01190 +lcl|iglv4-3*01191 +lcl|iglv4-60*01192 +lcl|iglv4-69*01193 +lcl|iglv5-37*01194 +lcl|iglv5-39*01195 +lcl|iglv5-45*01196 +lcl|iglv5-48*01197 +lcl|iglv5-52*01198 +lcl|iglv6-57*01199 +lcl|iglv7-43*01200 +lcl|iglv7-46*01201 +lcl|iglv8-61*01202 +lcl|iglv9-49*01203 diff --git a/database/igblast/internal_data/human/human_V.psi b/database/igblast/internal_data/human/human_V.psi new file mode 100644 index 000000000..c6ffad9aa Binary files /dev/null and b/database/igblast/internal_data/human/human_V.psi differ diff --git a/database/igblast/internal_data/human/human_V.psq b/database/igblast/internal_data/human/human_V.psq new file mode 100644 index 000000000..3c71473e7 Binary files /dev/null and b/database/igblast/internal_data/human/human_V.psq differ diff --git a/database/igblast/internal_data/mouse/mouse.ndm.imgt b/database/igblast/internal_data/mouse/mouse.ndm.imgt new file mode 100644 index 000000000..ddefee24e --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse.ndm.imgt @@ -0,0 +1,732 @@ +TRAV1*01 1 75 76 93 94 144 145 162 163 264 VA 0 +TRAV1*02 1 75 76 93 94 144 145 162 163 264 VA 0 +TRAV10*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV10*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV10*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV10D*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV10D*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV11*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV11*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV11*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12-1*01 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12-1*01 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12-1*02 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12-1*03 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12-1*04 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12-1*05 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12-3*01 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12-3*02 1 78 79 99 100 150 151 171 172 267 VA 0 +TRAV12-3*03 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12D-1*01 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12D-1*02 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12D-1*04 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12D-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12D-2*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12D-2*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12D-2*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12D-2*04 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV12D-3*02 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV12N-3*01 1 78 79 99 100 150 151 171 172 273 VA 0 +TRAV13-1*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13-2*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13-2*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13-3*01 1 78 79 93 94 144 145 162 163 264 VA 0 +TRAV13-3*02 1 78 79 93 94 144 145 162 163 264 VA 0 +TRAV13-4/DV7*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13-4/DV7*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13-4/DV7*03 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13-5*01 1 78 79 93 94 144 145 156 157 258 VA 0 +TRAV13D-1*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13D-1*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13D-2*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13D-3*01 1 78 79 93 94 144 145 162 163 264 VA 0 +TRAV13D-3*02 1 81 82 96 97 147 148 165 166 267 VA 0 +TRAV13D-4*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13D-4*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13D-4*03 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13N-1*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13N-2*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV13N-3*01 1 81 82 96 97 147 148 165 166 267 VA 0 +TRAV13N-4*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV14-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-1*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-2*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-2*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-3*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-3*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-3*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14-3*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-1*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-3/DV8*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-3/DV8*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-3/DV8*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-3/DV8*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-3/DV8*05 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-3/DV8*06 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV14D-3/DV8*07 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV15-1/DV6-1*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15-1/DV6-1*02 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15-2/DV6-2*01 1 75 76 96 97 147 148 171 172 273 VA 0 +TRAV15D-1/DV6D-1*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15D-1/DV6D-1*02 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15D-1/DV6D-1*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15D-2/DV6D-2*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15D-2/DV6D-2*02 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15D-2/DV6D-2*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15D-2/DV6D-2*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV15N-1*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16*02 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16*04 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16D/DV11*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16D/DV11*03 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV16N*01 1 78 79 99 100 150 151 174 175 276 VA 0 +TRAV17*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV17*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV18*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV19*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV19*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV2*01 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV21/DV12*01 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV21/DV12*02 1 75 76 96 97 147 148 162 163 264 VA 0 +TRAV3-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV3-1*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV3-3*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV3-4*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV3D-3*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV3D-3*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV3D-3*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV4-2*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4-2*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4-3*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4-3*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4-4/DV10*01 1 78 79 93 94 144 145 159 160 264 VA 0 +TRAV4D-3*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-3*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-3*03 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-3*04 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-4*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-4*02 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-4*03 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-4*03 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4D-4*04 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV4N-3*01 1 78 79 93 94 144 145 159 160 261 VA 0 +TRAV5-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV5-4*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV5D-4*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV5D-4*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV5D-4*05 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV5D-4*05 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-1*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-1*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-2*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-2*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-3*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-3*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-3*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-4*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-4*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-4*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-5*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-5*04 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-5*04 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-5*04 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-6*01 1 78 79 102 103 153 154 174 175 276 VA 0 +TRAV6-7/DV9*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-7/DV9*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6-7/DV9*03 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6D-3*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6D-4*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6D-6*01 1 78 79 102 103 153 154 174 175 276 VA 0 +TRAV6D-6*02 1 78 79 102 103 153 154 174 175 276 VA 0 +TRAV6D-6*03 1 78 79 102 103 153 154 174 175 276 VA 0 +TRAV6D-6*05 1 78 79 102 103 153 154 174 175 276 VA 0 +TRAV6D-7*01 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6D-7*02 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6D-7*04 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6D-7*04 1 78 79 96 97 147 148 168 169 270 VA 0 +TRAV6N-6*01 1 78 79 102 103 153 154 174 175 276 VA 0 +TRAV7-1*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-2*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-2*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-2*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-3*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-3*03 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-3*04 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-4*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-4*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-4*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-5*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-6*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7-6*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7D-2*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7D-3*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7D-4*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7D-4*03 1 75 76 93 94 144 145 162 163 264 VA 0 +TRAV7D-5*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7D-6*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7D-6*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7D-6*02 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7N-4*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV7N-5*01 1 78 79 96 97 147 148 165 166 267 VA 0 +TRAV8-1*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV8-1*03 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV8-2*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV8D-1*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV8D-2*01 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV8D-2*02 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV8D-2*02 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV8D-2*03 1 78 79 93 94 144 145 165 166 267 VA 0 +TRAV9-1*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9-1*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9-1*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9-2*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9-3*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9-4*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-1*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-2*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-2*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-2*03 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-3*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-3*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-3*02 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-4*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9D-4*04 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9N-2*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRAV9N-3*01 1 78 79 96 97 147 148 171 172 273 VA 0 +TRBV1*01 1 78 79 96 97 147 148 165 166 273 VB 0 +TRBV1*02 1 78 79 96 97 147 148 165 166 273 VB 0 +TRBV12-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV12-1*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV12-2*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV12-2*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV13-1*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV13-1*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV13-2*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV13-2*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV13-3*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV14*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV15*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV16*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV16*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV16*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV16*04 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV17*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV19*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV19*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV19*03 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV2*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV20*01 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV20*02 1 78 79 96 97 147 148 168 169 282 VB 0 +TRBV21*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV23*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV24*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV24*03 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV24*04 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV26*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV26*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV29*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV29*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV3*01 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV3*02 1 78 79 93 94 144 145 162 163 276 VB 0 +TRBV30*01 1 78 79 93 94 144 145 165 166 279 VB 0 +TRBV31*01 1 78 79 96 97 147 148 162 163 273 VB 0 +TRBV31*02 1 78 79 96 97 147 148 162 163 273 VB 0 +TRBV4*01 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV4*02 1 78 79 93 94 144 145 162 163 273 VB 0 +TRBV5*01 1 75 76 90 91 141 142 159 160 270 VB 0 +TRBV5*02 1 75 76 90 91 141 142 159 160 270 VB 0 +TRBV5*03 1 75 76 90 91 141 142 159 160 270 VB 0 +TRBV5*04 1 75 76 90 91 141 142 159 160 270 VB 0 +TRBV5*05 1 75 76 90 91 141 142 159 160 270 VB 0 +TRDV1*01 1 78 79 93 94 144 145 153 154 267 VD 0 +TRDV2-1*01 1 78 79 99 100 150 151 159 160 273 VD 0 +TRDV2-2*01 1 78 79 99 100 150 151 159 160 273 VD 0 +TRDV2-2*02 1 78 79 99 100 150 151 159 160 273 VD 0 +TRDV4*01 1 78 79 102 103 153 154 162 163 276 VD 0 +TRDV5*01 1 78 79 99 100 150 151 165 166 282 VD 0 +TRDV5*01 1 78 79 99 100 150 151 165 166 282 VD 0 +TRDV5*03 1 78 79 99 100 150 151 165 166 282 VD 0 +TRDV5*04 1 78 79 99 100 150 151 165 166 282 VD 0 +TRGV1*01 1 78 79 102 103 150 151 168 169 285 VG 0 +TRGV1*02 1 78 79 102 103 150 151 168 169 285 VG 0 +TRGV1*03 1 78 79 102 103 150 151 168 169 285 VG 0 +TRGV1*04 1 78 79 102 103 150 151 168 169 285 VG 0 +TRGV1*05 1 78 79 102 103 150 151 168 169 285 VG 0 +TRGV2*01 1 78 79 102 103 153 154 171 172 288 VG 0 +TRGV2*02 1 78 79 102 103 153 154 171 172 288 VG 0 +TRGV2*03 1 78 79 102 103 153 154 171 172 288 VG 0 +TRGV3*01 1 78 79 102 103 153 154 171 172 288 VG 0 +TRGV4*01 1 78 79 102 103 153 154 171 172 288 VG 0 +TRGV5*01 1 78 79 102 103 153 154 165 166 279 VG 0 +TRGV6*01 1 78 79 105 106 156 157 177 178 294 VG 0 +TRGV6*02 1 78 79 105 106 156 157 177 178 294 VG 0 +TRGV6*03 1 78 79 105 106 156 157 177 178 294 VG 0 +TRGV7*01 1 78 79 93 94 144 145 168 169 282 VG 0 +TRGV7*02 1 78 79 93 94 144 145 168 169 282 VG 0 +12-38 1 78 79 96 97 147 148 156 157 264 VK 0 +12-41 1 78 79 96 97 147 148 156 157 264 VK 0 +12-44 1 78 79 96 97 147 148 156 157 264 VK 0 +12-46 1 78 79 96 97 147 148 156 157 264 VK 0 +145A 1 75 76 99 100 150 151 174 175 288 VH 0 +19-13 1 78 79 96 97 147 148 156 157 264 VK 0 +19-14 1 78 79 96 97 147 148 156 157 264 VK 0 +19-15 1 78 79 96 97 147 148 156 157 264 VK 0 +19-17 1 78 79 96 97 147 148 156 157 264 VK 0 +19-20 1 78 79 96 97 147 148 156 157 264 VK 0 +19-23 1 78 79 96 97 147 148 156 157 264 VK 0 +19-25 1 78 79 96 97 147 148 156 157 264 VK 0 +19-29 1 78 79 96 97 147 148 156 157 264 VK 0 +19-32 1 78 79 96 97 147 148 156 157 264 VK 0 +21-1 1 78 79 108 109 159 160 168 169 276 VK 0 +21-10 1 78 79 108 109 159 160 168 169 276 VK 0 +21-12 1 78 79 108 109 159 160 168 169 276 VK 0 +21-2 1 78 79 108 109 159 160 168 169 276 VK 0 +21-3 1 78 79 108 109 159 160 168 169 276 VK 0 +21-4 1 78 79 108 109 159 160 168 169 276 VK 0 +21-5 1 78 79 108 109 159 160 168 169 276 VK 0 +21-7 1 78 79 108 109 159 160 168 169 276 VK 0 +21-9 1 78 79 108 109 159 160 168 169 276 VK 0 +22-33 1 78 79 114 115 165 166 174 175 282 VK 0 +23-37 1 78 79 96 97 147 148 156 157 264 VK 0 +23-39 1 78 79 96 97 147 148 156 157 264 VK 0 +23-43 1 78 79 96 97 147 148 156 157 264 VK 0 +23-45 1 78 79 96 97 147 148 156 157 264 VK 0 +23-48 1 78 79 96 97 147 148 156 157 264 VK 0 +2C8 1 75 76 99 100 150 151 174 175 288 VH 0 +36-60.1.46 1 75 76 102 103 153 154 174 175 288 VH 0 +36-60.3.64 1 75 76 102 103 153 154 174 175 288 VH 0 +36-60.4.66 1 75 76 105 106 156 157 177 178 291 VH 0 +36-60.5.67 1 75 76 105 106 156 157 177 178 291 VH 0 +36-60.6.70 1 75 76 102 103 153 154 174 175 288 VH 0 +36-60.8.74 1 75 76 99 100 150 151 171 172 285 VH 0 +3609.1.84 1 75 76 105 106 156 157 174 175 288 VH 0 +3609.11.169 1 75 76 105 106 156 157 177 178 291 VH 0 +3609.12.174 1 75 76 105 106 156 157 177 178 291 VH 0 +3609.3.139 1 75 76 105 106 156 157 177 178 291 VH 0 +3609.4.142 1 75 76 105 106 156 157 177 178 291 VH 0 +3609.5.147 1 75 76 105 106 156 157 177 178 291 VH 0 +3609.7.153 1 75 76 105 106 156 157 177 178 291 VH 0 +3609.9.164 1 75 76 105 106 156 157 177 178 291 VH 0 +3609N.2.77 1 75 76 99 100 150 151 180 181 294 VH 0 +3:3.9 1 75 76 99 100 150 151 174 175 288 VH 0 +4-50 1 78 79 93 94 144 145 153 154 261 VK 0 +4-51 1 78 79 99 100 150 151 159 160 267 VK 0 +4-57 1 78 79 99 100 150 151 159 160 267 VK 0 +45.21.2 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.12.20 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.14.25 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.16.27 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.18.35 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.19.36 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.2.3 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.20.37 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.4.6 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.7.10 1 75 76 99 100 150 151 174 175 288 VH 0 +7183.9.15 1 75 76 99 100 150 151 174 175 288 VH 0 +8-16 1 78 79 114 115 165 166 174 175 282 VK 0 +8-19 1 78 79 114 115 165 166 174 175 282 VK 0 +8-21 1 78 79 114 115 165 166 174 175 282 VK 0 +8-24 1 78 79 114 115 165 166 174 175 282 VK 0 +8-27 1 78 79 114 115 165 166 174 175 282 VK 0 +8-28 1 78 79 114 115 165 166 174 175 282 VK 0 +8-30 1 78 79 114 115 165 166 174 175 282 VK 0 +8-34 1 78 79 114 115 165 166 174 175 282 VK 0 +CB17H-1 1 75 76 105 106 156 157 177 178 291 VH 0 +CB17H-10 1 75 76 105 106 156 157 177 178 291 VH 0 +CB17H-3 1 75 76 105 106 156 157 177 178 291 VH 0 +CB17H-6 1 75 76 105 106 156 157 177 178 291 VH 0 +CB17H-8 1 75 76 105 106 156 157 177 178 291 VH 0 +CH10 1 75 76 99 100 150 151 174 175 288 VH 0 +H13-3 1 75 76 99 100 150 151 174 175 288 VH 0 +H30 1 75 76 99 100 150 151 174 175 288 VH 0 +H30A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.1 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.1.85 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.11 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.12 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.12.102 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.13 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.13.103 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.14 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.15 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.15A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.16 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.16.106 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.17 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.17A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.18 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.18.108 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.18A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.19 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.19.109 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.2 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.2.88 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.20 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.22 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.22.112 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.22A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.23 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.23.113 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.24 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.24A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.26 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.26.116 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.26A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.27 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.28 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.29 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.3 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.3.90 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.30 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.31.121 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.32 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.33 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.33A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.34 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.34.124 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.35 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.36 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.36.126 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.37 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.37.127 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.38 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.39 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.39.129 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.3A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.4 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.4.93 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.40 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.41 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.42 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.42.132 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.43.133 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.44 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.45 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.46 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.47 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.47.137 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.48 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.49 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.49.141 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.5 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.50 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.50.143 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.51 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.52 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.52.145 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.53 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.53.146 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.54 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.54.148 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.55.149 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.56.150 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.58.154 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.59.155 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.5A 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.6 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.6.96 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.61.157 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.64.162 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.65.163 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.66.165 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.67.166 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.69.170 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.7 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.72.173 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.74.176 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.75.177 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.77.180 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.78.182 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.79.184 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.8 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.8.98 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.80.186 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.81.187 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.83.189 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.84.190 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.85.191 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.86.192 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.87.193 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.88.194 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.9 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.9.99 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.a 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.b 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.c 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.d 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.e 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.f 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.g 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.h 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.i 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.j 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.j1 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.k 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.l 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.m 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.n 1 75 76 99 100 150 151 174 175 288 VH 0 +J558.n1 1 75 76 99 100 150 151 174 175 288 VH 0 +J606.1.79 1 75 76 99 100 150 151 180 181 294 VH 0 +J606.2.80 1 75 76 99 100 150 151 180 181 294 VH 0 +J606.3.81 1 75 76 99 100 150 151 180 181 294 VH 0 +J606.4.82 1 75 76 99 100 150 151 180 181 294 VH 0 +J606.5.83 1 75 76 99 100 150 151 180 181 294 VH 0 +MVARG2 1 75 76 99 100 150 151 174 175 288 VH 0 +NC1-A7 1 75 76 102 103 153 154 174 175 288 VH 0 +Q52.10.33 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.11.34 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.13.40 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.2.4 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.3.8 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.5.13 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.7.18 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.8.22 1 75 76 99 100 150 151 171 172 285 VH 0 +Q52.9.29 1 75 76 99 100 150 151 171 172 285 VH 0 +RF 1 78 79 96 97 147 148 156 157 264 VK 0 +S107.1.42 1 75 76 99 100 150 151 180 181 294 VH 0 +S107.3.62 1 75 76 99 100 150 151 180 181 294 VH 0 +S107.4.65 1 75 76 99 100 150 151 180 181 294 VH 0 +SM7.1.44 1 75 76 99 100 150 151 174 175 288 VH 0 +SM7.2.49 1 75 76 99 100 150 151 174 175 288 VH 0 +SM7.3.54 1 75 76 99 100 150 151 174 175 288 VH 0 +SM7.4.63 1 75 76 99 100 150 151 174 175 288 VH 0 +V1 1 75 76 99 100 150 151 180 181 294 VH 0 +V102 1 75 76 99 100 150 151 174 175 288 VH 0 +V11 1 75 76 99 100 150 151 180 181 294 VH 0 +V119.1A 1 75 76 99 100 150 151 174 175 288 VH 0 +V13 1 75 76 99 100 150 151 180 181 294 VH 0 +V130.1 1 75 76 99 100 150 151 174 175 288 VH 0 +V130.2 1 75 76 99 100 150 151 174 175 288 VH 0 +V130.3 1 75 76 99 100 150 151 174 175 288 VH 0 +V145 1 75 76 99 100 150 151 174 175 288 VH 0 +V165.1 1 75 76 99 100 150 151 174 175 288 VH 0 +V186.2 1 75 76 99 100 150 151 174 175 288 VH 0 +V23 1 75 76 99 100 150 151 174 175 288 VH 0 +V3 1 75 76 99 100 150 151 174 175 288 VH 0 +V303 1 75 76 99 100 150 151 174 175 288 VH 0 +V304 1 75 76 99 100 150 151 174 175 288 VH 0 +V6 1 75 76 99 100 150 151 174 175 288 VH 0 +VGAM3.8-1-57 1 75 76 99 100 150 151 174 175 288 VH 0 +VGAM3.8-2-59 1 75 76 99 100 150 151 174 175 288 VH 0 +VGAM3.8-3-61 1 75 76 99 100 150 151 174 175 288 VH 0 +VGAM3.8-4-71 1 75 76 99 100 150 151 174 175 288 VH 0 +VGK2 1 75 76 99 100 150 151 174 175 288 VH 0 +VGK5 1 75 76 99 100 150 151 174 175 288 VH 0 +VGK6 1 75 76 99 100 150 151 174 175 288 VH 0 +VH10.1.86 1 75 76 99 100 150 151 180 181 294 VH 0 +VH10.3.91 1 75 76 99 100 150 151 180 181 294 VH 0 +VH104B 1 75 76 99 100 150 151 174 175 288 VH 0 +VH105 1 75 76 99 100 150 151 174 175 288 VH 0 +VH108A 1 75 76 99 100 150 151 174 175 288 VH 0 +VH108B 1 75 76 99 100 150 151 174 175 288 VH 0 +VH11.1.48 1 75 76 99 100 150 151 174 175 288 VH 0 +VH11.2.53 1 75 76 99 100 150 151 174 175 288 VH 0 +VH11.a1.87 1 75 76 99 100 150 151 174 175 288 VH 0 +VH11.a2.92 1 75 76 99 100 150 151 174 175 288 VH 0 +VH12.1.78 1 75 76 102 103 153 154 174 175 288 VH 0 +VH124 1 75 76 99 100 150 151 174 175 288 VH 0 +VH15.1.95 1 75 76 102 103 153 154 177 178 291 VH 0 +VH16.1.55 1 75 76 102 103 153 154 177 178 291 VH 0 +VH22.1 1 75 76 99 100 150 151 180 181 294 VH 0 +VH283 1 75 76 99 100 150 151 174 175 288 VH 0 +VH36-60 1 75 76 99 100 150 151 171 172 285 VH 0 +VH36-60.a1.85 1 75 76 102 103 153 154 174 175 288 VH 0 +VH36-60.a10.123# 1 75 76 102 103 153 154 174 175 288 VH 0 +VH36-60.a3psi.109 1 75 76 102 103 153 154 174 175 288 VH 0 +VH36-60.a4.111 1 75 76 105 106 156 157 177 178 291 VH 0 +VH36-60.a5.112 1 75 76 105 106 156 157 177 178 291 VH 0 +VH36-60.a6.114 1 75 76 102 103 153 154 174 175 288 VH 0 +VH36-60.a8.117 1 75 76 99 100 150 151 171 172 285 VH 0 +VH36-60.a9.121# 1 75 76 99 100 150 151 171 172 285 VH 0 +VH3609N 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3609N.a1psi.95 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3609N.a3.120 1 75 76 99 100 150 151 180 181 294 VH 0 +VH37.1 1 75 76 99 100 150 151 174 175 288 VH 0 +VH50.1 1 75 76 99 100 150 151 174 175 288 VH 0 +VH57-1M 1 75 76 99 100 150 151 171 172 285 VH 0 +VH61-1P 1 75 76 99 100 150 151 174 175 288 VH 0 +VH68-5N 1 75 76 99 100 150 151 174 175 288 VH 0 +VH69.1 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.10 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.11 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.11b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.13 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.14 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.1b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.1j 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.21b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.22b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.23b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.27b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.30b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.32b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.3b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.5b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.7b 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.9 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a10.15 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a13.20 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a15.24 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a16.27 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a19.31 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a2.3 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a21.35 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a24.40 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a25.43 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a28.48 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a30.50 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a33.55 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a35.57 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a37.59 1 75 76 99 100 150 151 171 172 285 VH 0 +VH7183.a4.6 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a43psi.70 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a46.75 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a47.76 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7183.a7.10 1 75 76 99 100 150 151 174 175 288 VH 0 +VH76-1BG 1 75 76 99 100 150 151 174 175 288 VH 0 +VH81X 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.1 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.10 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.11 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.12 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.13 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.14 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.15 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.2 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.3 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.4 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.5 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.6 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.8 1 75 76 99 100 150 151 174 175 288 VH 0 +VH9.9 1 75 76 99 100 150 151 174 175 288 VH 0 +VH98-3G 1 75 76 99 100 150 151 174 175 288 VH 0 +VHA1 1 75 76 99 100 150 151 174 175 288 VH 0 +VHD6.96 1 75 76 99 100 150 151 174 175 288 VH 0 +VHF102 1 75 76 99 100 150 151 174 175 288 VH 0 +VHF102A 1 75 76 99 100 150 151 174 175 288 VH 0 +VHF102B 1 75 76 99 100 150 151 174 175 288 VH 0 +VHGal55.1 1 75 76 99 100 150 151 174 175 288 VH 0 +VHJ606.a3.124# 1 75 76 99 100 150 151 180 181 294 VH 0 +VHJ606.a4.125# 1 75 76 99 100 150 151 180 181 294 VH 0 +VHJ606.a5psi.126# 1 75 76 99 100 150 151 180 181 294 VH 0 +VHJ606.a6.127# 1 75 76 99 100 150 151 180 181 294 VH 0 +VHJ606.a7.128# 1 75 76 99 100 150 151 180 181 294 VH 0 +VHMOPC21 1 75 76 99 100 150 151 174 175 288 VH 0 +VHQ52.a10psi.29 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a12.33 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a13.37 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a14psi.38 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a15.42 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a17.46 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a18.52 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a19.61 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a2.4 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a21.63 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a22.67 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a23.68 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a24.72 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a27.79 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a3.8 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a5.13 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a7.18 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a8.22 1 75 76 99 100 150 151 171 172 285 VH 0 +VHQ52.a9.26 1 75 76 99 100 150 151 171 172 285 VH 0 +VHS107.a1.81 1 75 76 99 100 150 151 180 181 294 VH 0 +VHS107.a2psi.82 1 75 76 99 100 150 151 180 181 294 VH 0 +VHS107.a3.106 1 75 76 99 100 150 151 180 181 294 VH 0 +VHS107.a4.110 1 75 76 99 100 150 151 180 181 294 VH 0 +VHSM7.a1.83 1 75 76 99 100 150 151 174 175 288 VH 0 +VHSM7.a2psi.88 1 75 76 99 100 150 151 174 175 288 VH 0 +VHSM7.a3.93 1 75 76 99 100 150 151 174 175 288 VH 0 +VHSM7.a4.108 1 75 76 99 100 150 151 174 175 288 VH 0 +VHVGAM3.8.a1.96 1 75 76 99 100 150 151 174 175 288 VH 0 +VHVGAM3.8.a2.98 1 75 76 99 100 150 151 174 175 288 VH 0 +VHVGAM3.8.a3.100 1 75 76 99 100 150 151 174 175 288 VH 0 +VHVGAM3.8.a4.102 1 75 76 99 100 150 151 174 175 288 VH 0 +VHVGAM3.8.a5.105 1 75 76 99 100 150 151 174 175 288 VH 0 +VHVGAM3.8.a6.115 1 75 76 99 100 150 151 174 175 288 VH 0 +VHX24.a1.84 1 75 76 99 100 150 151 174 175 288 VH 0 +VHX24.a2.89 1 75 76 99 100 150 151 174 175 288 VH 0 +VL1 1 75 76 102 103 153 154 162 163 270 VL 0 +VL2 1 75 76 102 103 153 154 162 163 270 VL 0 +VLx 1 75 76 96 97 147 148 168 169 276 VL 0 +VMU-3.2 1 75 76 99 100 150 151 174 175 288 VH 0 +VOx-1 1 75 76 99 100 150 151 171 172 285 VH 0 +Vh10.1a 1 75 76 99 100 150 151 180 181 294 VH 0 +Vh10.1b 1 75 76 99 100 150 151 180 181 294 VH 0 +Vh10.2a 1 75 76 99 100 150 151 180 181 294 VH 0 +Vh10.2b 1 75 76 99 100 150 151 180 181 294 VH 0 +Vh10.3a 1 75 76 99 100 150 151 180 181 294 VH 0 +X24.2.50 1 75 76 99 100 150 151 174 175 288 VH 0 +aa4 1 78 79 93 94 144 145 153 154 261 VK 0 +ac4 1 78 79 93 94 144 145 153 154 261 VK 0 +ad4 1 78 79 99 100 150 151 159 160 267 VK 0 +ae4 1 78 79 99 100 150 151 159 160 267 VK 0 +af4 1 78 79 93 94 144 145 153 154 261 VK 0 +ag4 1 78 79 99 100 150 151 159 160 267 VK 0 +ah4 1 78 79 99 100 150 151 159 160 267 VK 0 +ai4 1 78 79 99 100 150 151 159 160 267 VK 0 +aj4 1 78 79 93 94 144 145 153 154 261 VK 0 +al4 1 78 79 93 94 144 145 153 154 261 VK 0 +am4 1 78 79 93 94 144 145 153 154 261 VK 0 +an4 1 78 79 93 94 144 145 153 154 261 VK 0 +ap4 1 78 79 93 94 144 145 153 154 261 VK 0 +aq4 1 78 79 93 94 144 145 153 154 261 VK 0 +ar4 1 78 79 93 94 144 145 153 154 261 VK 0 +at4 1 78 79 93 94 144 145 153 154 261 VK 0 +ay4 1 78 79 99 100 150 151 159 160 267 VK 0 +ba9 1 78 79 96 97 147 148 156 157 264 VK 0 +bb1 1 78 79 111 112 162 163 171 172 279 VK 0 +bb1.1 1 78 79 111 112 162 163 171 172 279 VK 0 +bd2 1 78 79 111 112 162 163 171 172 279 VK 0 +bi2 1 78 79 111 112 162 163 171 172 279 VK 0 +bj2 1 78 79 111 112 162 163 171 172 279 VK 0 +bl1 1 78 79 111 112 162 163 171 172 279 VK 0 +bt20 1 78 79 96 97 147 148 156 157 264 VK 0 +bv9 1 78 79 96 97 147 148 156 157 264 VK 0 +bw20 1 78 79 96 97 147 148 156 157 264 VK 0 +by9 1 78 79 96 97 147 148 156 157 264 VK 0 +cb9 1 78 79 96 97 147 148 156 157 264 VK 0 +ce9 1 78 79 96 97 147 148 156 157 264 VK 0 +cf9 1 78 79 96 97 147 148 156 157 264 VK 0 +ci12 1 78 79 96 97 147 148 156 157 264 VK 0 +cj9 1 78 79 96 97 147 148 156 157 264 VK 0 +cp9 1 78 79 96 97 147 148 156 157 264 VK 0 +cr1 1 78 79 111 112 162 163 171 172 279 VK 0 +cs1 1 78 79 111 112 162 163 171 172 279 VK 0 +cv1 1 78 79 111 112 162 163 171 172 279 VK 0 +cw9 1 78 79 96 97 147 148 156 157 264 VK 0 +cy9 1 78 79 96 97 147 148 156 157 264 VK 0 +dv-36 1 78 79 96 97 147 148 156 157 264 VK 0 +fl12 1 78 79 96 97 147 148 156 157 264 VK 0 +gj38c 1 78 79 96 97 147 148 156 157 264 VK 0 +gm33 1 78 79 96 97 147 148 156 157 264 VK 0 +gn33 1 78 79 96 97 147 148 156 157 264 VK 0 +gr32 1 78 79 96 97 147 148 156 157 264 VK 0 +he24 1 78 79 111 112 162 163 171 172 279 VK 0 +hf24 1 78 79 111 112 162 163 171 172 279 VK 0 +hg24 1 78 79 111 112 162 163 171 172 279 VK 0 +if11 1 78 79 96 97 147 148 156 157 264 VK 0 +kb4 1 78 79 93 94 144 145 153 154 261 VK 0 +kf4 1 78 79 99 100 150 151 159 160 267 VK 0 +kh4 1 78 79 99 100 150 151 159 160 267 VK 0 +kj4 1 78 79 99 100 150 151 159 160 267 VK 0 +kk4 1 78 79 93 94 144 145 153 154 261 VK 0 +km4 1 78 79 93 94 144 145 153 154 261 VK 0 +kn4 1 78 79 93 94 144 145 153 154 261 VK 0 +ko4 1 78 79 93 94 144 145 153 154 261 VK 0 +MAI1 1 75 76 99 100 150 151 159 160 273 VL 0 +MBK2 1 75 76 99 100 150 151 159 160 273 VL 0 +PWK1 1 75 76 99 100 150 151 159 160 273 VL 0 +PWK2 1 75 76 99 100 150 151 159 160 273 VL 0 +PWK3 1 75 76 99 100 150 151 159 160 273 VL 0 diff --git a/database/igblast/internal_data/mouse/mouse.ndm.kabat b/database/igblast/internal_data/mouse/mouse.ndm.kabat new file mode 100644 index 000000000..d2f40c258 --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse.ndm.kabat @@ -0,0 +1,460 @@ +12-38 1 69 70 102 103 147 148 168 169 264 VK 0 +12-41 1 69 70 102 103 147 148 168 169 264 VK 0 +12-44 1 69 70 102 103 147 148 168 169 264 VK 0 +12-46 1 69 70 102 103 147 148 168 169 264 VK 0 +145A 1 90 91 105 106 147 148 198 199 294 VH 0 +19-13 1 69 70 102 103 147 148 168 169 264 VK 0 +19-14 1 69 70 102 103 147 148 168 169 264 VK 0 +19-15 1 69 70 102 103 147 148 168 169 264 VK 0 +19-17 1 69 70 102 103 147 148 168 169 264 VK 0 +19-20 1 69 70 102 103 147 148 168 169 264 VK 0 +19-23 1 69 70 102 103 147 148 168 169 264 VK 0 +19-25 1 69 70 102 103 147 148 168 169 264 VK 0 +19-29 1 69 70 102 103 147 148 168 169 264 VK 0 +19-32 1 69 70 102 103 147 148 168 169 264 VK 0 +21-1 1 69 70 114 115 159 160 180 181 276 VK 0 +21-10 1 69 70 114 115 159 160 180 181 276 VK 0 +21-12 1 69 70 114 115 159 160 180 181 276 VK 0 +21-2 1 69 70 114 115 159 160 180 181 276 VK 0 +21-3 1 69 70 114 115 159 160 180 181 276 VK 0 +21-4 1 69 70 114 115 159 160 180 181 276 VK 0 +21-5 1 69 70 114 115 159 160 180 181 276 VK 0 +21-7 1 69 70 114 115 159 160 180 181 276 VK 0 +21-9 1 69 70 114 115 159 160 180 181 276 VK 0 +22-33 1 69 70 120 121 165 166 186 187 282 VK 0 +23-37 1 69 70 102 103 147 148 168 169 264 VK 0 +23-39 1 69 70 102 103 147 148 168 169 264 VK 0 +23-43 1 69 70 102 103 147 148 168 169 264 VK 0 +23-45 1 69 70 102 103 147 148 168 169 264 VK 0 +23-48 1 69 70 102 103 147 148 168 169 264 VK 0 +2C8 1 90 91 105 106 147 148 198 199 294 VH 0 +36-60.1.46 1 90 91 108 109 150 151 198 199 294 VH 0 +36-60.3.64 1 90 91 108 109 150 151 198 199 294 VH 0 +36-60.4.66 1 90 91 111 112 153 154 201 202 297 VH 0 +36-60.5.67 1 90 91 111 112 153 154 201 202 297 VH 0 +36-60.6.70 1 90 91 108 109 150 151 198 199 294 VH 0 +36-60.8.74 1 90 91 105 106 147 148 195 196 291 VH 0 +3609.1.84 1 87 88 105 106 147 148 196 197 291 VH 0 +3609.11.169 1 90 91 111 112 153 154 201 202 297 VH 0 +3609.12.174 1 90 91 111 112 153 154 201 202 297 VH 0 +3609.3.139 1 90 91 111 112 153 154 201 202 297 VH 0 +3609.4.142 1 90 91 111 112 153 154 201 202 297 VH 0 +3609.5.147 1 90 91 111 112 153 154 201 202 297 VH 0 +3609.7.153 1 90 91 111 112 153 154 201 202 297 VH 0 +3609.9.164 1 90 91 111 112 153 154 201 202 297 VH 0 +3609N.2.77 1 90 91 105 106 147 148 204 205 300 VH 0 +3:3.9 1 90 91 105 106 147 148 198 199 294 VH 0 +4-50 1 69 70 99 100 144 145 165 166 261 VK 0 +4-51 1 69 70 105 106 150 151 171 172 267 VK 0 +4-57 1 69 70 105 106 150 151 171 172 267 VK 0 +45.21.2 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.12.20 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.14.25 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.16.27 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.18.35 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.19.36 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.2.3 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.20.37 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.4.6 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.7.10 1 90 91 105 106 147 148 198 199 294 VH 0 +7183.9.15 1 90 91 105 106 147 148 198 199 294 VH 0 +8-16 1 69 70 120 121 165 166 186 187 282 VK 0 +8-19 1 69 70 120 121 165 166 186 187 282 VK 0 +8-21 1 69 70 120 121 165 166 186 187 282 VK 0 +8-24 1 69 70 120 121 165 166 186 187 282 VK 0 +8-27 1 69 70 120 121 165 166 186 187 282 VK 0 +8-28 1 69 70 120 121 165 166 186 187 282 VK 0 +8-30 1 69 70 120 121 165 166 186 187 282 VK 0 +8-34 1 69 70 120 121 165 166 186 187 282 VK 0 +CB17H-1 1 90 91 111 112 153 154 201 202 297 VH 0 +CB17H-10 1 90 91 111 112 153 154 201 202 297 VH 0 +CB17H-3 1 90 91 111 112 153 154 201 202 297 VH 0 +CB17H-6 1 90 91 111 112 153 154 201 202 297 VH 0 +CB17H-8 1 90 91 111 112 153 154 201 202 297 VH 0 +CH10 1 90 91 105 106 147 148 198 199 294 VH 0 +H13-3 1 90 91 105 106 147 148 198 199 294 VH 0 +H30 1 90 91 105 106 147 148 198 199 294 VH 0 +H30A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.1 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.1.85 1 117 118 132 133 174 175 225 226 321 VH 0 +J558.11 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.12 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.12.102 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.13 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.13.103 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.14 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.15 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.15A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.16 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.16.106 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.17 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.17A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.18 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.18.108 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.18A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.19 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.19.109 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.2 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.2.88 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.20 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.22 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.22.112 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.22A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.23 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.23.113 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.24 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.24A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.26 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.26.116 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.26A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.27 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.28 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.29 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.3 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.3.90 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.30 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.31.121 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.32 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.33 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.33A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.34 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.34.124 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.35 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.36 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.36.126 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.37 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.37.127 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.38 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.39 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.39.129 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.3A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.4 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.4.93 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.40 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.41 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.42 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.42.132 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.43.133 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.44 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.45 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.46 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.47 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.47.137 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.48 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.49 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.49.141 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.5 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.50 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.50.143 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.51 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.52 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.52.145 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.53 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.53.146 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.54 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.54.148 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.55.149 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.56.150 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.58.154 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.59.155 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.5A 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.6 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.6.96 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.61.157 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.64.162 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.65.163 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.66.165 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.67.166 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.69.170 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.7 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.72.173 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.74.176 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.75.177 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.77.180 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.78.182 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.79.184 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.8 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.8.98 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.80.186 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.81.187 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.83.189 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.84.190 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.85.191 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.86.192 1 87 88 102 103 144 145 195 196 291 VH 0 +J558.87.193 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.88.194 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.9 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.9.99 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.a 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.b 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.c 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.d 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.e 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.f 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.g 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.h 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.i 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.j 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.j1 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.k 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.l 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.m 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.n 1 90 91 105 106 147 148 198 199 294 VH 0 +J558.n1 1 90 91 105 106 147 148 198 199 294 VH 0 +J606.1.79 1 90 91 105 106 147 148 204 205 300 VH 0 +J606.2.80 1 90 91 105 106 147 148 204 205 300 VH 0 +J606.3.81 1 90 91 105 106 147 148 204 205 300 VH 0 +J606.4.82 1 90 91 105 106 147 148 204 205 300 VH 0 +J606.5.83 1 90 91 105 106 147 148 204 205 300 VH 0 +MAI1 1 66 67 105 106 150 151 171 172 273 VL 0 +MBK2 1 66 67 105 106 150 151 171 172 273 VL 0 +MVARG2 1 90 91 105 106 147 148 198 199 294 VH 0 +NC1-A7 1 90 91 108 109 150 151 198 199 294 VH 0 +PWK1 1 66 67 105 106 150 151 171 172 273 VL 0 +PWK2 1 66 67 105 106 150 151 171 172 273 VL 0 +PWK3 1 66 67 105 106 150 151 171 172 273 VL 0 +Q52.10.33 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.11.34 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.13.40 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.2.4 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.3.8 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.5.13 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.7.18 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.8.22 1 90 91 105 106 147 148 195 196 291 VH 0 +Q52.9.29 1 90 91 105 106 147 148 195 196 291 VH 0 +RF 1 69 70 102 103 147 148 168 169 264 VK 0 +S107.1.42 1 90 91 105 106 147 148 204 205 300 VH 0 +S107.3.62 1 90 91 105 106 147 148 204 205 300 VH 0 +S107.4.65 1 90 91 105 106 147 148 204 205 300 VH 0 +SM7.1.44 1 90 91 105 106 147 148 198 199 294 VH 0 +SM7.2.49 1 90 91 105 106 147 148 198 199 294 VH 0 +SM7.3.54 1 90 91 105 106 147 148 198 199 294 VH 0 +SM7.4.63 1 90 91 105 106 147 148 198 199 294 VH 0 +V-BK 1 90 91 105 106 147 148 195 196 291 VH 0 +V1 1 90 91 105 106 147 148 204 205 300 VH 0 +V102 1 90 91 105 106 147 148 198 199 294 VH 0 +V11 1 90 91 105 106 147 148 204 205 300 VH 0 +V119.1A 1 90 91 105 106 147 148 198 199 294 VH 0 +V13 1 90 91 105 106 147 148 204 205 300 VH 0 +V130.1 1 90 91 105 106 147 148 198 199 294 VH 0 +V130.2 1 90 91 105 106 147 148 198 199 294 VH 0 +V130.3 1 90 91 105 106 147 148 198 199 294 VH 0 +V145 1 90 91 105 106 147 148 198 199 294 VH 0 +V165.1 1 90 91 105 106 147 148 198 199 294 VH 0 +V186.2 1 90 91 105 106 147 148 198 199 294 VH 0 +V23 1 90 91 105 106 147 148 198 199 294 VH 0 +V3 1 90 91 105 106 147 148 198 199 294 VH 0 +V303 1 90 91 105 106 147 148 198 199 294 VH 0 +V304 1 90 91 105 106 147 148 198 199 294 VH 0 +V6 1 90 91 105 106 147 148 198 199 294 VH 0 +VGAM3.8-1-57 1 90 91 105 106 147 148 198 199 294 VH 0 +VGAM3.8-2-59 1 90 91 105 106 147 148 198 199 294 VH 0 +VGAM3.8-3-61 1 90 91 105 106 147 148 198 199 294 VH 0 +VGAM3.8-4-71 1 90 91 105 106 147 148 198 199 294 VH 0 +VGK2 1 90 91 105 106 147 148 198 199 294 VH 0 +VGK5 1 90 91 105 106 147 148 198 199 294 VH 0 +VGK6 1 90 91 105 106 147 148 198 199 294 VH 0 +VH10.1.86 1 90 91 105 106 147 148 204 205 300 VH 0 +VH10.3.91 1 90 91 105 106 147 148 204 205 300 VH 0 +VH104B 1 90 91 105 106 147 148 198 199 294 VH 0 +VH105 1 90 91 105 106 147 148 198 199 294 VH 0 +VH108A 1 90 91 105 106 147 148 198 199 294 VH 0 +VH108B 1 90 91 105 106 147 148 198 199 294 VH 0 +VH11.1.48 1 90 91 105 106 147 148 198 199 294 VH 0 +VH11.2.53 1 90 91 105 106 147 148 198 199 294 VH 0 +VH11.a1.87 1 90 91 105 106 147 148 198 199 294 VH 0 +VH11.a2.92 1 90 91 105 106 147 148 198 199 294 VH 0 +VH12.1.78 1 90 91 108 109 150 151 198 199 294 VH 0 +VH124 1 90 91 105 106 147 148 198 199 294 VH 0 +VH15.1.95 1 90 91 108 109 150 151 201 202 297 VH 0 +VH15B 1 90 91 108 109 150 151 201 202 297 VH 0 +VH16.1.55 1 93 94 108 109 150 151 201 202 297 VH 0 +VH22.1 1 90 91 105 106 147 148 204 205 300 VH 0 +VH283 1 90 91 105 106 147 148 198 199 294 VH 0 +VH36-60 1 90 91 105 106 147 148 195 196 291 VH 0 +VH36-60.a1.85 1 90 91 108 109 150 151 198 199 294 VH 0 +VH36-60.a10.123# 1 90 91 108 109 150 151 198 199 294 VH 0 +VH36-60.a3psi.109 1 90 91 108 109 150 151 198 199 294 VH 0 +VH36-60.a4.111 1 90 91 111 112 153 154 201 202 297 VH 0 +VH36-60.a5.112 1 90 91 111 112 153 154 201 202 297 VH 0 +VH36-60.a6.114 1 90 91 108 109 150 151 198 199 294 VH 0 +VH36-60.a8.117 1 90 91 105 106 147 148 195 196 291 VH 0 +VH36-60.a9.121# 1 90 91 105 106 147 148 195 196 291 VH 0 +VH3609N 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3609N.a1psi.95 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3609N.a3.120 1 90 91 105 106 147 148 204 205 300 VH 0 +VH37.1 1 90 91 105 106 147 148 198 199 294 VH 0 +VH50.1 1 90 91 105 106 147 148 198 199 294 VH 0 +VH57-1M 1 90 91 105 106 147 148 195 196 291 VH 0 +VH61-1P 1 90 91 105 106 147 148 198 199 294 VH 0 +VH68-5N 1 90 91 105 106 147 148 198 199 294 VH 0 +VH69.1 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.10 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.11 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.11b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.13 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.14 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.1b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.1j 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.21b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.22b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.23b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.27b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.30b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.32b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.3b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.5b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.7b 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.9 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a10.15 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a13.20 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a15.24 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a16.27 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a19.31 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a2.3 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a21.35 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a24.40 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a25.43 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a28.48 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a30.50 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a33.55 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a35.57 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a37.59 1 90 91 105 106 147 148 195 196 291 VH 0 +VH7183.a4.6 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a43psi.70 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a46.75 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a47.76 1 90 91 105 106 147 148 198 199 294 VH 0 +VH7183.a7.10 1 90 91 105 106 147 148 198 199 294 VH 0 +VH76-1BG 1 90 91 105 106 147 148 198 199 294 VH 0 +VH81X 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.1 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.10 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.11 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.12 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.13 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.14 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.15 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.2 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.3 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.4 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.5 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.6 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.8 1 90 91 105 106 147 148 198 199 294 VH 0 +VH9.9 1 90 91 105 106 147 148 198 199 294 VH 0 +VH98-3G 1 90 91 105 106 147 148 198 199 294 VH 0 +VHA1 1 90 91 105 106 147 148 198 199 294 VH 0 +VHD6.96 1 90 91 105 106 147 148 198 199 294 VH 0 +VHF102 1 90 91 105 106 147 148 198 199 294 VH 0 +VHF102A 1 90 91 105 106 147 148 198 199 294 VH 0 +VHF102B 1 90 91 105 106 147 148 198 199 294 VH 0 +VHGal55.1 1 90 91 105 106 147 148 198 199 294 VH 0 +VHJ606.a3.124# 1 90 91 105 106 147 148 204 205 300 VH 0 +VHJ606.a4.125# 1 90 91 105 106 147 148 204 205 300 VH 0 +VHJ606.a5psi.126# 1 90 91 105 106 147 148 204 205 300 VH 0 +VHJ606.a6.127# 1 90 91 105 106 147 148 204 205 300 VH 0 +VHJ606.a7.128# 1 90 91 105 106 147 148 204 205 300 VH 0 +VHMOPC21 1 90 91 105 106 147 148 198 199 294 VH 0 +VHQ52.a10psi.29 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a12.33 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a13.37 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a14psi.38 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a15.42 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a17.46 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a18.52 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a19.61 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a2.4 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a21.63 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a22.67 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a23.68 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a24.72 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a27.79 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a3.8 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a5.13 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a7.18 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a8.22 1 90 91 105 106 147 148 195 196 291 VH 0 +VHQ52.a9.26 1 90 91 105 106 147 148 195 196 291 VH 0 +VHS107.a1.81 1 90 91 105 106 147 148 204 205 300 VH 0 +VHS107.a2psi.82 1 90 91 105 106 147 148 204 205 300 VH 0 +VHS107.a3.106 1 90 91 105 106 147 148 204 205 300 VH 0 +VHS107.a4.110 1 90 91 105 106 147 148 204 205 300 VH 0 +VHSM7-13 1 87 88 102 103 144 145 195 196 291 VH 0 +VHSM7.a1.83 1 90 91 105 106 147 148 198 199 294 VH 0 +VHSM7.a2psi.88 1 90 91 105 106 147 148 198 199 294 VH 0 +VHSM7.a3.93 1 90 91 105 106 147 148 198 199 294 VH 0 +VHSM7.a4.108 1 90 91 105 106 147 148 198 199 294 VH 0 +VHVGAM3.8.a1.96 1 90 91 105 106 147 148 198 199 294 VH 0 +VHVGAM3.8.a2.98 1 90 91 105 106 147 148 198 199 294 VH 0 +VHVGAM3.8.a3.100 1 90 91 105 106 147 148 198 199 294 VH 0 +VHVGAM3.8.a4.102 1 90 91 105 106 147 148 198 199 294 VH 0 +VHVGAM3.8.a5.105 1 90 91 105 106 147 148 198 199 294 VH 0 +VHVGAM3.8.a6.115 1 90 91 105 106 147 148 198 199 294 VH 0 +VHX24.a1.84 1 90 91 105 106 147 148 198 199 294 VH 0 +VHX24.a2.89 1 90 91 105 106 147 148 198 199 294 VH 0 +VL1 1 66 67 108 109 153 154 174 175 270 VL 0 +VL2 1 66 67 108 109 153 154 174 175 270 VL 0 +VLx 1 66 67 102 103 159 160 180 181 276 VL 0 +VMU-3.2 1 90 91 105 106 147 148 198 199 294 VH 0 +VOx-1 1 90 91 105 106 147 148 195 196 291 VH 0 +Vh10.1a 1 90 91 105 106 147 148 204 205 300 VH 0 +Vh10.1b 1 90 91 105 106 147 148 204 205 300 VH 0 +Vh10.2a 1 90 91 105 106 147 148 204 205 300 VH 0 +Vh10.2b 1 90 91 105 106 147 148 204 205 300 VH 0 +Vh10.3a 1 90 91 105 106 147 148 204 205 300 VH 0 +X24.2.50 1 90 91 105 106 147 148 198 199 294 VH 0 +aa4 1 69 70 99 100 144 145 165 166 261 VK 0 +ac4 1 69 70 99 100 144 145 165 166 261 VK 0 +ad4 1 69 70 105 106 150 151 171 172 267 VK 0 +ae4 1 69 70 105 106 150 151 171 172 267 VK 0 +af4 1 69 70 99 100 144 145 165 166 261 VK 0 +ag4 1 69 70 105 106 150 151 171 172 267 VK 0 +ah4 1 69 70 105 106 150 151 171 172 267 VK 0 +ai4 1 69 70 105 106 150 151 171 172 267 VK 0 +aj4 1 69 70 99 100 144 145 165 166 261 VK 0 +al4 1 69 70 99 100 144 145 165 166 261 VK 0 +am4 1 69 70 99 100 144 145 165 166 261 VK 0 +an4 1 69 70 99 100 144 145 165 166 261 VK 0 +ap4 1 69 70 99 100 144 145 165 166 261 VK 0 +aq4 1 69 70 99 100 144 145 165 166 261 VK 0 +ar4 1 69 70 99 100 144 145 165 166 261 VK 0 +at4 1 69 70 99 100 144 145 165 166 261 VK 0 +ay4 1 69 70 105 106 150 151 171 172 267 VK 0 +ba9 1 69 70 102 103 147 148 168 169 264 VK 0 +bb1 1 69 70 117 118 162 163 183 184 279 VK 0 +bb1.1 1 69 70 117 118 162 163 183 184 279 VK 0 +bd2 1 69 70 117 118 162 163 183 184 279 VK 0 +bi2 1 69 70 117 118 162 163 183 184 279 VK 0 +bj2 1 69 70 117 118 162 163 183 184 279 VK 0 +bl1 1 69 70 117 118 162 163 183 184 279 VK 0 +bt20 1 69 70 102 103 147 148 168 169 264 VK 0 +bv9 1 69 70 102 103 147 148 168 169 264 VK 0 +bw20 1 69 70 102 103 147 148 168 169 264 VK 0 +by9 1 69 70 102 103 147 148 168 169 264 VK 0 +cb9 1 69 70 102 103 147 148 168 169 264 VK 0 +ce9 1 69 70 102 103 147 148 168 169 264 VK 0 +cf9 1 69 70 102 103 147 148 168 169 264 VK 0 +ci12 1 69 70 102 103 147 148 168 169 264 VK 0 +cj9 1 69 70 102 103 147 148 168 169 264 VK 0 +cp9 1 69 70 102 103 147 148 168 169 264 VK 0 +cr1 1 69 70 117 118 162 163 183 184 279 VK 0 +cs1 1 69 70 117 118 162 163 183 184 279 VK 0 +cv1 1 69 70 117 118 162 163 183 184 279 VK 0 +cw9 1 69 70 102 103 147 148 168 169 264 VK 0 +cy9 1 69 70 102 103 147 148 168 169 264 VK 0 +dv-36 1 69 70 102 103 147 148 168 169 264 VK 0 +fl12 1 69 70 102 103 147 148 168 169 264 VK 0 +gj38c 1 69 70 102 103 147 148 168 169 264 VK 0 +gm33 1 69 70 102 103 147 148 168 169 264 VK 0 +gn33 1 69 70 102 103 147 148 168 169 264 VK 0 +gr32 1 69 70 102 103 147 148 168 169 264 VK 0 +he24 1 69 70 117 118 162 163 183 184 279 VK 0 +hf24 1 69 70 117 118 162 163 183 184 279 VK 0 +hg24 1 69 70 117 118 162 163 183 184 279 VK 0 +if11 1 69 70 102 103 147 148 168 169 264 VK 0 +kb4 1 69 70 99 100 144 145 165 166 261 VK 0 +kf4 1 69 70 105 106 150 151 171 172 267 VK 0 +kh4 1 69 70 105 106 150 151 171 172 267 VK 0 +kj4 1 69 70 105 106 150 151 171 172 267 VK 0 +kk4 1 69 70 99 100 144 145 165 166 261 VK 0 +km4 1 69 70 99 100 144 145 165 166 261 VK 0 +kn4 1 69 70 99 100 144 145 165 166 261 VK 0 +ko4 1 69 70 99 100 144 145 165 166 261 VK 0 diff --git a/database/igblast/internal_data/mouse/mouse.pdm.imgt b/database/igblast/internal_data/mouse/mouse.pdm.imgt new file mode 100644 index 000000000..4309b9e5c --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse.pdm.imgt @@ -0,0 +1,731 @@ +TRAV1*01 1 25 26 31 32 48 49 54 55 88 VA 0 +TRAV1*02 1 25 26 31 32 48 49 54 55 88 VA 0 +TRAV10*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV10*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV10*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV10D*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV10D*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV11*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV11*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV11*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12-1*01 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12-1*01 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12-1*02 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12-1*03 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12-1*04 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12-1*05 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12-3*01 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12-3*02 1 26 27 33 34 50 51 57 58 89 VA 0 +TRAV12-3*03 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12D-1*01 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12D-1*02 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12D-1*04 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12D-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12D-2*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12D-2*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12D-2*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12D-2*04 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV12D-3*02 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV12N-3*01 1 26 27 33 34 50 51 57 58 91 VA 0 +TRAV13-1*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13-2*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13-2*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13-3*01 1 26 27 31 32 48 49 54 55 88 VA 0 +TRAV13-3*02 1 26 27 31 32 48 49 54 55 88 VA 0 +TRAV13-4/DV7*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13-4/DV7*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13-4/DV7*03 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13-5*01 1 26 27 31 32 48 49 52 53 86 VA 0 +TRAV13D-1*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13D-1*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13D-2*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13D-3*01 1 26 27 31 32 48 49 54 55 88 VA 0 +TRAV13D-3*02 1 27 28 32 33 49 50 55 56 89 VA 0 +TRAV13D-4*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13D-4*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13D-4*03 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13N-1*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13N-2*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV13N-3*01 1 27 28 32 33 49 50 55 56 89 VA 0 +TRAV13N-4*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV14-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-1*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-2*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-2*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-3*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-3*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-3*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14-3*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-1*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-3/DV8*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-3/DV8*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-3/DV8*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-3/DV8*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-3/DV8*05 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-3/DV8*06 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV14D-3/DV8*07 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV15-1/DV6-1*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15-1/DV6-1*02 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15-2/DV6-2*01 1 25 26 32 33 49 50 57 58 91 VA 0 +TRAV15D-1/DV6D-1*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15D-1/DV6D-1*02 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15D-1/DV6D-1*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15D-2/DV6D-2*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15D-2/DV6D-2*02 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15D-2/DV6D-2*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15D-2/DV6D-2*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV15N-1*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16*02 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16*04 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16D/DV11*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16D/DV11*03 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV16N*01 1 26 27 33 34 50 51 58 59 92 VA 0 +TRAV17*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV17*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV18*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV19*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV19*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV2*01 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV21/DV12*01 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV21/DV12*02 1 25 26 32 33 49 50 54 55 88 VA 0 +TRAV3-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV3-1*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV3-3*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV3-4*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV3D-3*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV3D-3*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV3D-3*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV4-2*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4-2*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4-3*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4-3*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4-4/DV10*01 1 26 27 31 32 48 49 53 54 88 VA 0 +TRAV4D-3*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-3*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-3*03 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-3*04 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-4*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-4*02 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-4*03 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-4*03 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4D-4*04 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV4N-3*01 1 26 27 31 32 48 49 53 54 87 VA 0 +TRAV5-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV5-4*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV5D-4*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV5D-4*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV5D-4*05 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV5D-4*05 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-1*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-1*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-2*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-2*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-3*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-3*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-3*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-4*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-4*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-4*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-5*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-5*04 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-5*04 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-5*04 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-6*01 1 26 27 34 35 51 52 58 59 92 VA 0 +TRAV6-7/DV9*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-7/DV9*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6-7/DV9*03 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6D-3*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6D-4*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6D-6*01 1 26 27 34 35 51 52 58 59 92 VA 0 +TRAV6D-6*02 1 26 27 34 35 51 52 58 59 92 VA 0 +TRAV6D-6*03 1 26 27 34 35 51 52 58 59 92 VA 0 +TRAV6D-6*05 1 26 27 34 35 51 52 58 59 92 VA 0 +TRAV6D-7*01 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6D-7*02 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6D-7*04 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6D-7*04 1 26 27 32 33 49 50 56 57 90 VA 0 +TRAV6N-6*01 1 26 27 34 35 51 52 58 59 92 VA 0 +TRAV7-1*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-2*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-2*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-2*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-3*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-3*03 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-3*04 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-4*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-4*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-4*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-5*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-6*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7-6*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7D-2*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7D-3*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7D-4*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7D-4*03 1 25 26 31 32 48 49 54 55 88 VA 0 +TRAV7D-5*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7D-6*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7D-6*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7D-6*02 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7N-4*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV7N-5*01 1 26 27 32 33 49 50 55 56 89 VA 0 +TRAV8-1*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV8-1*03 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV8-2*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV8D-1*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV8D-2*01 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV8D-2*02 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV8D-2*02 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV8D-2*03 1 26 27 31 32 48 49 55 56 89 VA 0 +TRAV9-1*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9-1*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9-1*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9-2*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9-3*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9-4*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-1*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-2*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-2*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-2*03 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-3*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-3*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-3*02 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-4*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9D-4*04 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9N-2*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRAV9N-3*01 1 26 27 32 33 49 50 57 58 91 VA 0 +TRBV1*01 1 26 27 32 33 49 50 55 56 91 VB 0 +TRBV1*02 1 26 27 32 33 49 50 55 56 91 VB 0 +TRBV12-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV12-1*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV12-2*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV12-2*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV13-1*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV13-1*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV13-2*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV13-2*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV13-3*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV14*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV15*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV16*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV16*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV16*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV16*04 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV17*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV19*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV19*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV19*03 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV2*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV20*01 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV20*02 1 26 27 32 33 49 50 56 57 94 VB 0 +TRBV21*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV23*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV24*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV24*03 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV24*04 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV26*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV26*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV29*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV29*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV3*01 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV3*02 1 26 27 31 32 48 49 54 55 92 VB 0 +TRBV30*01 1 26 27 31 32 48 49 55 56 93 VB 0 +TRBV31*01 1 26 27 32 33 49 50 54 55 91 VB 0 +TRBV31*02 1 26 27 32 33 49 50 54 55 91 VB 0 +TRBV4*01 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV4*02 1 26 27 31 32 48 49 54 55 91 VB 0 +TRBV5*01 1 25 26 30 31 47 48 53 54 90 VB 0 +TRBV5*02 1 25 26 30 31 47 48 53 54 90 VB 0 +TRBV5*03 1 25 26 30 31 47 48 53 54 90 VB 0 +TRBV5*04 1 25 26 30 31 47 48 53 54 90 VB 0 +TRBV5*05 1 25 26 30 31 47 48 53 54 90 VB 0 +TRDV1*01 1 26 27 31 32 48 49 51 52 89 VD 0 +TRDV2-1*01 1 26 27 33 34 50 51 53 54 91 VD 0 +TRDV2-2*01 1 26 27 33 34 50 51 53 54 91 VD 0 +TRDV2-2*02 1 26 27 33 34 50 51 53 54 91 VD 0 +TRDV4*01 1 26 27 34 35 51 52 54 55 92 VD 0 +TRDV5*01 1 26 27 33 34 50 51 55 56 94 VD 0 +TRDV5*01 1 26 27 33 34 50 51 55 56 94 VD 0 +TRDV5*03 1 26 27 33 34 50 51 55 56 94 VD 0 +TRDV5*04 1 26 27 33 34 50 51 55 56 94 VD 0 +TRGV1*01 1 26 27 34 35 50 51 56 57 95 VG 0 +TRGV1*02 1 26 27 34 35 50 51 56 57 95 VG 0 +TRGV1*03 1 26 27 34 35 50 51 56 57 95 VG 0 +TRGV1*04 1 26 27 34 35 50 51 56 57 95 VG 0 +TRGV1*05 1 26 27 34 35 50 51 56 57 95 VG 0 +TRGV2*01 1 26 27 34 35 51 52 57 58 96 VG 0 +TRGV2*02 1 26 27 34 35 51 52 57 58 96 VG 0 +TRGV2*03 1 26 27 34 35 51 52 57 58 96 VG 0 +TRGV3*01 1 26 27 34 35 51 52 57 58 96 VG 0 +TRGV4*01 1 26 27 34 35 51 52 57 58 96 VG 0 +TRGV5*01 1 26 27 34 35 51 52 55 56 93 VG 0 +TRGV6*01 1 26 27 35 36 52 53 59 60 98 VG 0 +TRGV6*02 1 26 27 35 36 52 53 59 60 98 VG 0 +TRGV6*03 1 26 27 35 36 52 53 59 60 98 VG 0 +TRGV7*01 1 26 27 31 32 48 49 56 57 94 VG 0 +TRGV7*02 1 26 27 31 32 48 49 56 57 94 VG 0 +12-38 1 26 27 32 33 49 50 52 53 88 VK 0 +12-41 1 26 27 32 33 49 50 52 53 88 VK 0 +12-44 1 26 27 32 33 49 50 52 53 88 VK 0 +12-46 1 26 27 32 33 49 50 52 53 88 VK 0 +145A 1 25 26 33 34 50 51 58 59 96 VH 0 +19-13 1 26 27 32 33 49 50 52 53 88 VK 0 +19-14 1 26 27 32 33 49 50 52 53 88 VK 0 +19-15 1 26 27 32 33 49 50 52 53 88 VK 0 +19-17 1 26 27 32 33 49 50 52 53 88 VK 0 +19-20 1 26 27 32 33 49 50 52 53 88 VK 0 +19-23 1 26 27 32 33 49 50 52 53 88 VK 0 +19-25 1 26 27 32 33 49 50 52 53 88 VK 0 +19-29 1 26 27 32 33 49 50 52 53 88 VK 0 +19-32 1 26 27 32 33 49 50 52 53 88 VK 0 +21-1 1 26 27 36 37 53 54 56 57 92 VK 0 +21-10 1 26 27 36 37 53 54 56 57 92 VK 0 +21-12 1 26 27 36 37 53 54 56 57 92 VK 0 +21-2 1 26 27 36 37 53 54 56 57 92 VK 0 +21-3 1 26 27 36 37 53 54 56 57 92 VK 0 +21-4 1 26 27 36 37 53 54 56 57 92 VK 0 +21-5 1 26 27 36 37 53 54 56 57 92 VK 0 +21-7 1 26 27 36 37 53 54 56 57 92 VK 0 +21-9 1 26 27 36 37 53 54 56 57 92 VK 0 +22-33 1 26 27 38 39 55 56 58 59 94 VK 0 +23-37 1 26 27 32 33 49 50 52 53 88 VK 0 +23-39 1 26 27 32 33 49 50 52 53 88 VK 0 +23-43 1 26 27 32 33 49 50 52 53 88 VK 0 +23-45 1 26 27 32 33 49 50 52 53 88 VK 0 +23-48 1 26 27 32 33 49 50 52 53 88 VK 0 +2C8 1 25 26 33 34 50 51 58 59 96 VH 0 +36-60.1.46 1 25 26 34 35 51 52 58 59 96 VH 0 +36-60.3.64 1 25 26 34 35 51 52 58 59 96 VH 0 +36-60.4.66 1 25 26 35 36 52 53 59 60 97 VH 0 +36-60.5.67 1 25 26 35 36 52 53 59 60 97 VH 0 +36-60.6.70 1 25 26 34 35 51 52 58 59 96 VH 0 +36-60.8.74 1 25 26 33 34 50 51 57 58 95 VH 0 +3609.1.84 1 25 26 35 36 52 53 58 59 96 VH 0 +3609.11.169 1 25 26 35 36 52 53 59 60 97 VH 0 +3609.12.174 1 25 26 35 36 52 53 59 60 97 VH 0 +3609.3.139 1 25 26 35 36 52 53 59 60 97 VH 0 +3609.4.142 1 25 26 35 36 52 53 59 60 97 VH 0 +3609.5.147 1 25 26 35 36 52 53 59 60 97 VH 0 +3609.7.153 1 25 26 35 36 52 53 59 60 97 VH 0 +3609.9.164 1 25 26 35 36 52 53 59 60 97 VH 0 +3609N.2.77 1 25 26 33 34 50 51 60 61 98 VH 0 +3:3.9 1 25 26 33 34 50 51 58 59 96 VH 0 +4-50 1 26 27 31 32 48 49 51 52 87 VK 0 +4-51 1 26 27 33 34 50 51 53 54 89 VK 0 +4-57 1 26 27 33 34 50 51 53 54 89 VK 0 +45.21.2 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.12.20 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.14.25 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.16.27 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.18.35 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.19.36 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.2.3 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.20.37 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.4.6 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.7.10 1 25 26 33 34 50 51 58 59 96 VH 0 +7183.9.15 1 25 26 33 34 50 51 58 59 96 VH 0 +8-16 1 26 27 38 39 55 56 58 59 94 VK 0 +8-19 1 26 27 38 39 55 56 58 59 94 VK 0 +8-21 1 26 27 38 39 55 56 58 59 94 VK 0 +8-24 1 26 27 38 39 55 56 58 59 94 VK 0 +8-27 1 26 27 38 39 55 56 58 59 94 VK 0 +8-28 1 26 27 38 39 55 56 58 59 94 VK 0 +8-30 1 26 27 38 39 55 56 58 59 94 VK 0 +8-34 1 26 27 38 39 55 56 58 59 94 VK 0 +CB17H-1 1 25 26 35 36 52 53 59 60 97 VH 0 +CB17H-10 1 25 26 35 36 52 53 59 60 97 VH 0 +CB17H-3 1 25 26 35 36 52 53 59 60 97 VH 0 +CB17H-6 1 25 26 35 36 52 53 59 60 97 VH 0 +CB17H-8 1 25 26 35 36 52 53 59 60 97 VH 0 +CH10 1 25 26 33 34 50 51 58 59 96 VH 0 +H13-3 1 25 26 33 34 50 51 58 59 96 VH 0 +H30 1 25 26 33 34 50 51 58 59 96 VH 0 +H30A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.1 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.1.85 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.11 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.12 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.12.102 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.13 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.13.103 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.14 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.15 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.15A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.16 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.16.106 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.17 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.17A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.18 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.18.108 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.18A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.19 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.19.109 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.2 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.2.88 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.20 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.22 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.22.112 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.22A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.23 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.23.113 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.24 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.24A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.26 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.26.116 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.26A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.27 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.28 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.29 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.3 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.3.90 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.30 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.31.121 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.32 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.33 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.33A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.34 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.34.124 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.35 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.36 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.36.126 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.37 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.37.127 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.38 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.39 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.39.129 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.3A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.4 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.4.93 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.40 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.41 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.42 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.42.132 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.43.133 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.44 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.45 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.46 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.47 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.47.137 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.48 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.49 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.49.141 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.5 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.50 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.50.143 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.51 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.52 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.52.145 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.53 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.53.146 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.54 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.54.148 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.55.149 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.56.150 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.58.154 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.59.155 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.5A 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.6 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.6.96 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.61.157 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.64.162 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.65.163 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.66.165 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.67.166 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.69.170 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.7 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.72.173 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.74.176 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.75.177 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.77.180 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.78.182 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.79.184 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.8 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.8.98 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.80.186 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.81.187 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.83.189 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.84.190 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.85.191 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.86.192 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.87.193 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.88.194 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.9 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.9.99 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.a 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.b 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.c 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.d 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.e 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.f 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.g 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.h 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.i 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.j 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.j1 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.k 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.l 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.m 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.n 1 25 26 33 34 50 51 58 59 96 VH 0 +J558.n1 1 25 26 33 34 50 51 58 59 96 VH 0 +J606.1.79 1 25 26 33 34 50 51 60 61 98 VH 0 +J606.2.80 1 25 26 33 34 50 51 60 61 98 VH 0 +J606.3.81 1 25 26 33 34 50 51 60 61 98 VH 0 +J606.4.82 1 25 26 33 34 50 51 60 61 98 VH 0 +J606.5.83 1 25 26 33 34 50 51 60 61 98 VH 0 +MVARG2 1 25 26 33 34 50 51 58 59 96 VH 0 +NC1-A7 1 25 26 34 35 51 52 58 59 96 VH 0 +Q52.10.33 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.11.34 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.13.40 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.2.4 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.3.8 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.5.13 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.7.18 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.8.22 1 25 26 33 34 50 51 57 58 95 VH 0 +Q52.9.29 1 25 26 33 34 50 51 57 58 95 VH 0 +RF 1 26 27 32 33 49 50 52 53 88 VK 0 +S107.1.42 1 25 26 33 34 50 51 60 61 98 VH 0 +S107.3.62 1 25 26 33 34 50 51 60 61 98 VH 0 +S107.4.65 1 25 26 33 34 50 51 60 61 98 VH 0 +SM7.1.44 1 25 26 33 34 50 51 58 59 96 VH 0 +SM7.2.49 1 25 26 33 34 50 51 58 59 96 VH 0 +SM7.3.54 1 25 26 33 34 50 51 58 59 96 VH 0 +SM7.4.63 1 25 26 33 34 50 51 58 59 96 VH 0 +V1 1 25 26 33 34 50 51 60 61 98 VH 0 +V102 1 25 26 33 34 50 51 58 59 96 VH 0 +V11 1 25 26 33 34 50 51 60 61 98 VH 0 +V119.1A 1 25 26 33 34 50 51 58 59 96 VH 0 +V13 1 25 26 33 34 50 51 60 61 98 VH 0 +V130.1 1 25 26 33 34 50 51 58 59 96 VH 0 +V130.2 1 25 26 33 34 50 51 58 59 96 VH 0 +V130.3 1 25 26 33 34 50 51 58 59 96 VH 0 +V145 1 25 26 33 34 50 51 58 59 96 VH 0 +V165.1 1 25 26 33 34 50 51 58 59 96 VH 0 +V186.2 1 25 26 33 34 50 51 58 59 96 VH 0 +V23 1 25 26 33 34 50 51 58 59 96 VH 0 +V3 1 25 26 33 34 50 51 58 59 96 VH 0 +V303 1 25 26 33 34 50 51 58 59 96 VH 0 +V304 1 25 26 33 34 50 51 58 59 96 VH 0 +V6 1 25 26 33 34 50 51 58 59 96 VH 0 +VGAM3.8-1-57 1 25 26 33 34 50 51 58 59 96 VH 0 +VGAM3.8-2-59 1 25 26 33 34 50 51 58 59 96 VH 0 +VGAM3.8-3-61 1 25 26 33 34 50 51 58 59 96 VH 0 +VGAM3.8-4-71 1 25 26 33 34 50 51 58 59 96 VH 0 +VGK2 1 25 26 33 34 50 51 58 59 96 VH 0 +VGK5 1 25 26 33 34 50 51 58 59 96 VH 0 +VGK6 1 25 26 33 34 50 51 58 59 96 VH 0 +VH10.1.86 1 25 26 33 34 50 51 60 61 98 VH 0 +VH10.3.91 1 25 26 33 34 50 51 60 61 98 VH 0 +VH104B 1 25 26 33 34 50 51 58 59 96 VH 0 +VH105 1 25 26 33 34 50 51 58 59 96 VH 0 +VH108A 1 25 26 33 34 50 51 58 59 96 VH 0 +VH108B 1 25 26 33 34 50 51 58 59 96 VH 0 +VH11.1.48 1 25 26 33 34 50 51 58 59 96 VH 0 +VH11.2.53 1 25 26 33 34 50 51 58 59 96 VH 0 +VH11.a1.87 1 25 26 33 34 50 51 58 59 96 VH 0 +VH11.a2.92 1 25 26 33 34 50 51 58 59 96 VH 0 +VH12.1.78 1 25 26 34 35 51 52 58 59 96 VH 0 +VH124 1 25 26 33 34 50 51 58 59 96 VH 0 +VH15.1.95 1 25 26 34 35 51 52 59 60 97 VH 0 +VH16.1.55 1 25 26 34 35 51 52 59 60 97 VH 0 +VH22.1 1 25 26 33 34 50 51 60 61 98 VH 0 +VH283 1 25 26 33 34 50 51 58 59 96 VH 0 +VH36-60 1 25 26 33 34 50 51 57 58 95 VH 0 +VH36-60.a1.85 1 25 26 34 35 51 52 58 59 96 VH 0 +VH36-60.a10.123# 1 25 26 34 35 51 52 58 59 96 VH 0 +VH36-60.a3psi.109 1 25 26 34 35 51 52 58 59 96 VH 0 +VH36-60.a4.111 1 25 26 35 36 52 53 59 60 97 VH 0 +VH36-60.a5.112 1 25 26 35 36 52 53 59 60 97 VH 0 +VH36-60.a6.114 1 25 26 34 35 51 52 58 59 96 VH 0 +VH36-60.a8.117 1 25 26 33 34 50 51 57 58 95 VH 0 +VH36-60.a9.121# 1 25 26 33 34 50 51 57 58 95 VH 0 +VH3609N 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3609N.a1psi.95 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3609N.a3.120 1 25 26 33 34 50 51 60 61 98 VH 0 +VH37.1 1 25 26 33 34 50 51 58 59 96 VH 0 +VH50.1 1 25 26 33 34 50 51 58 59 96 VH 0 +VH57-1M 1 25 26 33 34 50 51 57 58 95 VH 0 +VH61-1P 1 25 26 33 34 50 51 58 59 96 VH 0 +VH68-5N 1 25 26 33 34 50 51 58 59 96 VH 0 +VH69.1 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.10 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.11 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.11b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.13 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.14 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.1b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.1j 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.21b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.22b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.23b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.27b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.30b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.32b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.3b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.5b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.7b 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.9 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a10.15 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a13.20 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a15.24 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a16.27 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a19.31 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a2.3 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a21.35 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a24.40 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a25.43 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a28.48 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a30.50 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a33.55 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a35.57 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a37.59 1 25 26 33 34 50 51 57 58 95 VH 0 +VH7183.a4.6 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a43psi.70 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a46.75 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a47.76 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7183.a7.10 1 25 26 33 34 50 51 58 59 96 VH 0 +VH76-1BG 1 25 26 33 34 50 51 58 59 96 VH 0 +VH81X 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.1 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.10 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.11 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.12 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.13 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.14 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.15 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.2 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.3 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.4 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.5 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.6 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.8 1 25 26 33 34 50 51 58 59 96 VH 0 +VH9.9 1 25 26 33 34 50 51 58 59 96 VH 0 +VH98-3G 1 25 26 33 34 50 51 58 59 96 VH 0 +VHA1 1 25 26 33 34 50 51 58 59 96 VH 0 +VHD6.96 1 25 26 33 34 50 51 58 59 96 VH 0 +VHF102 1 25 26 33 34 50 51 58 59 96 VH 0 +VHF102A 1 25 26 33 34 50 51 58 59 96 VH 0 +VHF102B 1 25 26 33 34 50 51 58 59 96 VH 0 +VHGal55.1 1 25 26 33 34 50 51 58 59 96 VH 0 +VHJ606.a3.124# 1 25 26 33 34 50 51 60 61 98 VH 0 +VHJ606.a4.125# 1 25 26 33 34 50 51 60 61 98 VH 0 +VHJ606.a5psi.126# 1 25 26 33 34 50 51 60 61 98 VH 0 +VHJ606.a6.127# 1 25 26 33 34 50 51 60 61 98 VH 0 +VHJ606.a7.128# 1 25 26 33 34 50 51 60 61 98 VH 0 +VHMOPC21 1 25 26 33 34 50 51 58 59 96 VH 0 +VHQ52.a10psi.29 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a12.33 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a13.37 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a14psi.38 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a15.42 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a17.46 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a18.52 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a19.61 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a2.4 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a21.63 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a22.67 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a23.68 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a24.72 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a27.79 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a3.8 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a5.13 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a7.18 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a8.22 1 25 26 33 34 50 51 57 58 95 VH 0 +VHQ52.a9.26 1 25 26 33 34 50 51 57 58 95 VH 0 +VHS107.a1.81 1 25 26 33 34 50 51 60 61 98 VH 0 +VHS107.a2psi.82 1 25 26 33 34 50 51 60 61 98 VH 0 +VHS107.a3.106 1 25 26 33 34 50 51 60 61 98 VH 0 +VHS107.a4.110 1 25 26 33 34 50 51 60 61 98 VH 0 +VHSM7.a1.83 1 25 26 33 34 50 51 58 59 96 VH 0 +VHSM7.a2psi.88 1 25 26 33 34 50 51 58 59 96 VH 0 +VHSM7.a3.93 1 25 26 33 34 50 51 58 59 96 VH 0 +VHSM7.a4.108 1 25 26 33 34 50 51 58 59 96 VH 0 +VHVGAM3.8.a1.96 1 25 26 33 34 50 51 58 59 96 VH 0 +VHVGAM3.8.a2.98 1 25 26 33 34 50 51 58 59 96 VH 0 +VHVGAM3.8.a3.100 1 25 26 33 34 50 51 58 59 96 VH 0 +VHVGAM3.8.a4.102 1 25 26 33 34 50 51 58 59 96 VH 0 +VHVGAM3.8.a5.105 1 25 26 33 34 50 51 58 59 96 VH 0 +VHVGAM3.8.a6.115 1 25 26 33 34 50 51 58 59 96 VH 0 +VHX24.a1.84 1 25 26 33 34 50 51 58 59 96 VH 0 +VHX24.a2.89 1 25 26 33 34 50 51 58 59 96 VH 0 +VL1 1 25 26 34 35 51 52 54 55 90 VL 0 +VL2 1 25 26 34 35 51 52 54 55 90 VL 0 +VLx 1 25 26 32 33 49 50 56 57 92 VL 0 +VMU-3.2 1 25 26 33 34 50 51 58 59 96 VH 0 +VOx-1 1 25 26 33 34 50 51 57 58 95 VH 0 +Vh10.1a 1 25 26 33 34 50 51 60 61 98 VH 0 +Vh10.1b 1 25 26 33 34 50 51 60 61 98 VH 0 +Vh10.2a 1 25 26 33 34 50 51 60 61 98 VH 0 +Vh10.2b 1 25 26 33 34 50 51 60 61 98 VH 0 +Vh10.3a 1 25 26 33 34 50 51 60 61 98 VH 0 +X24.2.50 1 25 26 33 34 50 51 58 59 96 VH 0 +aa4 1 26 27 31 32 48 49 51 52 87 VK 0 +ac4 1 26 27 31 32 48 49 51 52 87 VK 0 +ad4 1 26 27 33 34 50 51 53 54 89 VK 0 +ae4 1 26 27 33 34 50 51 53 54 89 VK 0 +af4 1 26 27 31 32 48 49 51 52 87 VK 0 +ag4 1 26 27 33 34 50 51 53 54 89 VK 0 +ah4 1 26 27 33 34 50 51 53 54 89 VK 0 +ai4 1 26 27 33 34 50 51 53 54 89 VK 0 +al4 1 26 27 31 32 48 49 51 52 87 VK 0 +am4 1 26 27 31 32 48 49 51 52 87 VK 0 +an4 1 26 27 31 32 48 49 51 52 87 VK 0 +ap4 1 26 27 31 32 48 49 51 52 87 VK 0 +aq4 1 26 27 31 32 48 49 51 52 87 VK 0 +ar4 1 26 27 31 32 48 49 51 52 87 VK 0 +at4 1 26 27 31 32 48 49 51 52 87 VK 0 +ay4 1 26 27 33 34 50 51 53 54 89 VK 0 +ba9 1 26 27 32 33 49 50 52 53 88 VK 0 +bb1 1 26 27 37 38 54 55 57 58 93 VK 0 +bb1.1 1 26 27 37 38 54 55 57 58 93 VK 0 +bd2 1 26 27 37 38 54 55 57 58 93 VK 0 +bi2 1 26 27 37 38 54 55 57 58 93 VK 0 +bj2 1 26 27 37 38 54 55 57 58 93 VK 0 +bl1 1 26 27 37 38 54 55 57 58 93 VK 0 +bt20 1 26 27 32 33 49 50 52 53 88 VK 0 +bv9 1 26 27 32 33 49 50 52 53 88 VK 0 +bw20 1 26 27 32 33 49 50 52 53 88 VK 0 +by9 1 26 27 32 33 49 50 52 53 88 VK 0 +cb9 1 26 27 32 33 49 50 52 53 88 VK 0 +ce9 1 26 27 32 33 49 50 52 53 88 VK 0 +cf9 1 26 27 32 33 49 50 52 53 88 VK 0 +ci12 1 26 27 32 33 49 50 52 53 88 VK 0 +cj9 1 26 27 32 33 49 50 52 53 88 VK 0 +cp9 1 26 27 32 33 49 50 52 53 88 VK 0 +cr1 1 26 27 37 38 54 55 57 58 93 VK 0 +cs1 1 26 27 37 38 54 55 57 58 93 VK 0 +cv1 1 26 27 37 38 54 55 57 58 93 VK 0 +cw9 1 26 27 32 33 49 50 52 53 88 VK 0 +cy9 1 26 27 32 33 49 50 52 53 88 VK 0 +dv-36 1 26 27 32 33 49 50 52 53 88 VK 0 +fl12 1 26 27 32 33 49 50 52 53 88 VK 0 +gj38c 1 26 27 32 33 49 50 52 53 88 VK 0 +gm33 1 26 27 32 33 49 50 52 53 88 VK 0 +gn33 1 26 27 32 33 49 50 52 53 88 VK 0 +gr32 1 26 27 32 33 49 50 52 53 88 VK 0 +he24 1 26 27 37 38 54 55 57 58 93 VK 0 +hf24 1 26 27 37 38 54 55 57 58 93 VK 0 +hg24 1 26 27 37 38 54 55 57 58 93 VK 0 +if11 1 26 27 32 33 49 50 52 53 88 VK 0 +kb4 1 26 27 31 32 48 49 51 52 87 VK 0 +kf4 1 26 27 33 34 50 51 53 54 89 VK 0 +kh4 1 26 27 33 34 50 51 53 54 89 VK 0 +kj4 1 26 27 33 34 50 51 53 54 89 VK 0 +kk4 1 26 27 31 32 48 49 51 52 87 VK 0 +km4 1 26 27 31 32 48 49 51 52 87 VK 0 +kn4 1 26 27 31 32 48 49 51 52 87 VK 0 +ko4 1 26 27 31 32 48 49 51 52 87 VK 0 +MAI1 1 25 26 33 34 50 51 53 54 91 VL 0 +MBK2 1 25 26 33 34 50 51 53 54 91 VL 0 +PWK1 1 25 26 33 34 50 51 53 54 91 VL 0 +PWK2 1 25 26 33 34 50 51 53 54 91 VL 0 +PWK3 1 25 26 33 34 50 51 53 54 91 VL 0 diff --git a/database/igblast/internal_data/mouse/mouse.pdm.kabat b/database/igblast/internal_data/mouse/mouse.pdm.kabat new file mode 100644 index 000000000..35d27d49b --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse.pdm.kabat @@ -0,0 +1,459 @@ +12-38 1 23 24 34 35 49 50 56 57 88 VK 0 +12-41 1 23 24 34 35 49 50 56 57 88 VK 0 +12-44 1 23 24 34 35 49 50 56 57 88 VK 0 +12-46 1 23 24 34 35 49 50 56 57 88 VK 0 +145A 1 30 31 35 36 49 50 66 67 98 VH 0 +19-13 1 23 24 34 35 49 50 56 57 88 VK 0 +19-14 1 23 24 34 35 49 50 56 57 88 VK 0 +19-15 1 23 24 34 35 49 50 56 57 88 VK 0 +19-17 1 23 24 34 35 49 50 56 57 88 VK 0 +19-20 1 23 24 34 35 49 50 56 57 88 VK 0 +19-23 1 23 24 34 35 49 50 56 57 88 VK 0 +19-25 1 23 24 34 35 49 50 56 57 88 VK 0 +19-29 1 23 24 34 35 49 50 56 57 88 VK 0 +19-32 1 23 24 34 35 49 50 56 57 88 VK 0 +21-1 1 23 24 38 39 53 54 60 61 92 VK 0 +21-10 1 23 24 38 39 53 54 60 61 92 VK 0 +21-12 1 23 24 38 39 53 54 60 61 92 VK 0 +21-2 1 23 24 38 39 53 54 60 61 92 VK 0 +21-3 1 23 24 38 39 53 54 60 61 92 VK 0 +21-4 1 23 24 38 39 53 54 60 61 92 VK 0 +21-5 1 23 24 38 39 53 54 60 61 92 VK 0 +21-7 1 23 24 38 39 53 54 60 61 92 VK 0 +21-9 1 23 24 38 39 53 54 60 61 92 VK 0 +22-33 1 23 24 40 41 55 56 62 63 94 VK 0 +23-37 1 23 24 34 35 49 50 56 57 88 VK 0 +23-39 1 23 24 34 35 49 50 56 57 88 VK 0 +23-43 1 23 24 34 35 49 50 56 57 88 VK 0 +23-45 1 23 24 34 35 49 50 56 57 88 VK 0 +23-48 1 23 24 34 35 49 50 56 57 88 VK 0 +2C8 1 30 31 35 36 49 50 66 67 98 VH 0 +36-60.1.46 1 30 31 36 37 50 51 66 67 98 VH 0 +36-60.3.64 1 30 31 36 37 50 51 66 67 98 VH 0 +36-60.4.66 1 30 31 37 38 51 52 67 68 99 VH 0 +36-60.5.67 1 30 31 37 38 51 52 67 68 99 VH 0 +36-60.6.70 1 30 31 36 37 50 51 66 67 98 VH 0 +36-60.8.74 1 30 31 35 36 49 50 65 66 97 VH 0 +3609.1.84 1 29 30 35 36 49 50 65 66 97 VH 0 +3609.11.169 1 30 31 37 38 51 52 67 68 99 VH 0 +3609.12.174 1 30 31 37 38 51 52 67 68 99 VH 0 +3609.3.139 1 30 31 37 38 51 52 67 68 99 VH 0 +3609.4.142 1 30 31 37 38 51 52 67 68 99 VH 0 +3609.5.147 1 30 31 37 38 51 52 67 68 99 VH 0 +3609.7.153 1 30 31 37 38 51 52 67 68 99 VH 0 +3609.9.164 1 30 31 37 38 51 52 67 68 99 VH 0 +3609N.2.77 1 30 31 35 36 49 50 68 69 100 VH 0 +3:3.9 1 30 31 35 36 49 50 66 67 98 VH 0 +4-50 1 23 24 33 34 48 49 55 56 87 VK 0 +4-51 1 23 24 35 36 50 51 57 58 89 VK 0 +4-57 1 23 24 35 36 50 51 57 58 89 VK 0 +45.21.2 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.12.20 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.14.25 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.16.27 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.18.35 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.19.36 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.2.3 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.20.37 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.4.6 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.7.10 1 30 31 35 36 49 50 66 67 98 VH 0 +7183.9.15 1 30 31 35 36 49 50 66 67 98 VH 0 +8-16 1 23 24 40 41 55 56 62 63 94 VK 0 +8-19 1 23 24 40 41 55 56 62 63 94 VK 0 +8-21 1 23 24 40 41 55 56 62 63 94 VK 0 +8-24 1 23 24 40 41 55 56 62 63 94 VK 0 +8-27 1 23 24 40 41 55 56 62 63 94 VK 0 +8-28 1 23 24 40 41 55 56 62 63 94 VK 0 +8-30 1 23 24 40 41 55 56 62 63 94 VK 0 +8-34 1 23 24 40 41 55 56 62 63 94 VK 0 +CB17H-1 1 30 31 37 38 51 52 67 68 99 VH 0 +CB17H-10 1 30 31 37 38 51 52 67 68 99 VH 0 +CB17H-3 1 30 31 37 38 51 52 67 68 99 VH 0 +CB17H-6 1 30 31 37 38 51 52 67 68 99 VH 0 +CB17H-8 1 30 31 37 38 51 52 67 68 99 VH 0 +CH10 1 30 31 35 36 49 50 66 67 98 VH 0 +H13-3 1 30 31 35 36 49 50 66 67 98 VH 0 +H30 1 30 31 35 36 49 50 66 67 98 VH 0 +H30A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.1 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.1.85 1 39 40 44 45 58 59 75 76 107 VH 0 +J558.11 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.12 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.12.102 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.13 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.13.103 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.14 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.15 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.15A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.16 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.16.106 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.17 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.17A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.18 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.18.108 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.18A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.19 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.19.109 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.2 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.2.88 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.20 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.22 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.22.112 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.22A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.23 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.23.113 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.24 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.24A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.26 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.26.116 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.26A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.27 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.28 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.29 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.3 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.3.90 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.30 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.31.121 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.32 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.33 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.33A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.34 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.34.124 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.35 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.36 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.36.126 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.37 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.37.127 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.38 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.39 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.39.129 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.3A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.4 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.4.93 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.40 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.41 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.42 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.42.132 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.43.133 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.44 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.45 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.46 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.47 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.47.137 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.48 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.49 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.49.141 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.5 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.50 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.50.143 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.51 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.52 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.52.145 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.53 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.53.146 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.54 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.54.148 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.55.149 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.56.150 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.58.154 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.59.155 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.5A 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.6 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.6.96 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.61.157 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.64.162 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.65.163 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.66.165 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.67.166 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.69.170 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.7 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.72.173 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.74.176 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.75.177 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.77.180 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.78.182 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.79.184 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.8 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.8.98 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.80.186 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.81.187 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.83.189 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.84.190 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.85.191 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.86.192 1 29 30 34 35 48 49 65 66 97 VH 0 +J558.87.193 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.88.194 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.9 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.9.99 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.a 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.b 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.c 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.d 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.e 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.f 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.g 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.h 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.i 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.j 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.j1 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.k 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.l 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.m 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.n 1 30 31 35 36 49 50 66 67 98 VH 0 +J558.n1 1 30 31 35 36 49 50 66 67 98 VH 0 +J606.1.79 1 30 31 35 36 49 50 68 69 100 VH 0 +J606.2.80 1 30 31 35 36 49 50 68 69 100 VH 0 +J606.3.81 1 30 31 35 36 49 50 68 69 100 VH 0 +J606.4.82 1 30 31 35 36 49 50 68 69 100 VH 0 +J606.5.83 1 30 31 35 36 49 50 68 69 100 VH 0 +MAI1 1 22 23 35 36 50 51 57 58 91 VL 0 +MBK2 1 22 23 35 36 50 51 57 58 91 VL 0 +MVARG2 1 30 31 35 36 49 50 66 67 98 VH 0 +NC1-A7 1 30 31 36 37 50 51 66 67 98 VH 0 +PWK1 1 22 23 35 36 50 51 57 58 91 VL 0 +PWK2 1 22 23 35 36 50 51 57 58 91 VL 0 +PWK3 1 22 23 35 36 50 51 57 58 91 VL 0 +Q52.10.33 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.11.34 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.13.40 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.2.4 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.3.8 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.5.13 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.7.18 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.8.22 1 30 31 35 36 49 50 65 66 97 VH 0 +Q52.9.29 1 30 31 35 36 49 50 65 66 97 VH 0 +RF 1 23 24 34 35 49 50 56 57 88 VK 0 +S107.1.42 1 30 31 35 36 49 50 68 69 100 VH 0 +S107.3.62 1 30 31 35 36 49 50 68 69 100 VH 0 +S107.4.65 1 30 31 35 36 49 50 68 69 100 VH 0 +SM7.1.44 1 30 31 35 36 49 50 66 67 98 VH 0 +SM7.2.49 1 30 31 35 36 49 50 66 67 98 VH 0 +SM7.3.54 1 30 31 35 36 49 50 66 67 98 VH 0 +SM7.4.63 1 30 31 35 36 49 50 66 67 98 VH 0 +V-BK 1 30 31 35 36 49 50 65 66 97 VH 0 +V1 1 30 31 35 36 49 50 68 69 100 VH 0 +V102 1 30 31 35 36 49 50 66 67 98 VH 0 +V11 1 30 31 35 36 49 50 68 69 100 VH 0 +V119.1A 1 30 31 35 36 49 50 66 67 98 VH 0 +V13 1 30 31 35 36 49 50 68 69 100 VH 0 +V130.1 1 30 31 35 36 49 50 66 67 98 VH 0 +V130.2 1 30 31 35 36 49 50 66 67 98 VH 0 +V130.3 1 30 31 35 36 49 50 66 67 98 VH 0 +V145 1 30 31 35 36 49 50 66 67 98 VH 0 +V165.1 1 30 31 35 36 49 50 66 67 98 VH 0 +V186.2 1 30 31 35 36 49 50 66 67 98 VH 0 +V23 1 30 31 35 36 49 50 66 67 98 VH 0 +V3 1 30 31 35 36 49 50 66 67 98 VH 0 +V303 1 30 31 35 36 49 50 66 67 98 VH 0 +V304 1 30 31 35 36 49 50 66 67 98 VH 0 +V6 1 30 31 35 36 49 50 66 67 98 VH 0 +VGAM3.8-1-57 1 30 31 35 36 49 50 66 67 98 VH 0 +VGAM3.8-2-59 1 30 31 35 36 49 50 66 67 98 VH 0 +VGAM3.8-3-61 1 30 31 35 36 49 50 66 67 98 VH 0 +VGAM3.8-4-71 1 30 31 35 36 49 50 66 67 98 VH 0 +VGK2 1 30 31 35 36 49 50 66 67 98 VH 0 +VGK5 1 30 31 35 36 49 50 66 67 98 VH 0 +VGK6 1 30 31 35 36 49 50 66 67 98 VH 0 +VH10.1.86 1 30 31 35 36 49 50 68 69 100 VH 0 +VH10.3.91 1 30 31 35 36 49 50 68 69 100 VH 0 +VH104B 1 30 31 35 36 49 50 66 67 98 VH 0 +VH105 1 30 31 35 36 49 50 66 67 98 VH 0 +VH108A 1 30 31 35 36 49 50 66 67 98 VH 0 +VH108B 1 30 31 35 36 49 50 66 67 98 VH 0 +VH11.1.48 1 30 31 35 36 49 50 66 67 98 VH 0 +VH11.2.53 1 30 31 35 36 49 50 66 67 98 VH 0 +VH11.a1.87 1 30 31 35 36 49 50 66 67 98 VH 0 +VH11.a2.92 1 30 31 35 36 49 50 66 67 98 VH 0 +VH12.1.78 1 30 31 36 37 50 51 66 67 98 VH 0 +VH124 1 30 31 35 36 49 50 66 67 98 VH 0 +VH15.1.95 1 30 31 36 37 50 51 67 68 99 VH 0 +VH15B 1 30 31 36 37 50 51 67 68 99 VH 0 +VH16.1.55 1 31 32 36 37 50 51 67 68 99 VH 0 +VH22.1 1 30 31 35 36 49 50 68 69 100 VH 0 +VH283 1 30 31 35 36 49 50 66 67 98 VH 0 +VH36-60 1 30 31 35 36 49 50 65 66 97 VH 0 +VH36-60.a1.85 1 30 31 36 37 50 51 66 67 98 VH 0 +VH36-60.a10.123# 1 30 31 36 37 50 51 66 67 98 VH 0 +VH36-60.a3psi.109 1 30 31 36 37 50 51 66 67 98 VH 0 +VH36-60.a4.111 1 30 31 37 38 51 52 67 68 99 VH 0 +VH36-60.a5.112 1 30 31 37 38 51 52 67 68 99 VH 0 +VH36-60.a6.114 1 30 31 36 37 50 51 66 67 98 VH 0 +VH36-60.a8.117 1 30 31 35 36 49 50 65 66 97 VH 0 +VH36-60.a9.121# 1 30 31 35 36 49 50 65 66 97 VH 0 +VH3609N 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3609N.a1psi.95 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3609N.a3.120 1 30 31 35 36 49 50 68 69 100 VH 0 +VH37.1 1 30 31 35 36 49 50 66 67 98 VH 0 +VH50.1 1 30 31 35 36 49 50 66 67 98 VH 0 +VH57-1M 1 30 31 35 36 49 50 65 66 97 VH 0 +VH61-1P 1 30 31 35 36 49 50 66 67 98 VH 0 +VH68-5N 1 30 31 35 36 49 50 66 67 98 VH 0 +VH69.1 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.10 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.11 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.11b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.13 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.14 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.1b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.1j 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.21b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.22b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.23b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.27b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.30b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.32b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.3b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.5b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.7b 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.9 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a10.15 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a13.20 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a15.24 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a16.27 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a19.31 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a2.3 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a21.35 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a24.40 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a25.43 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a28.48 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a30.50 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a33.55 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a35.57 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a37.59 1 30 31 35 36 49 50 65 66 97 VH 0 +VH7183.a4.6 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a43psi.70 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a46.75 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a47.76 1 30 31 35 36 49 50 66 67 98 VH 0 +VH7183.a7.10 1 30 31 35 36 49 50 66 67 98 VH 0 +VH76-1BG 1 30 31 35 36 49 50 66 67 98 VH 0 +VH81X 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.1 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.10 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.11 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.12 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.13 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.14 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.15 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.2 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.3 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.4 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.5 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.6 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.8 1 30 31 35 36 49 50 66 67 98 VH 0 +VH9.9 1 30 31 35 36 49 50 66 67 98 VH 0 +VH98-3G 1 30 31 35 36 49 50 66 67 98 VH 0 +VHA1 1 30 31 35 36 49 50 66 67 98 VH 0 +VHD6.96 1 30 31 35 36 49 50 66 67 98 VH 0 +VHF102 1 30 31 35 36 49 50 66 67 98 VH 0 +VHF102A 1 30 31 35 36 49 50 66 67 98 VH 0 +VHF102B 1 30 31 35 36 49 50 66 67 98 VH 0 +VHGal55.1 1 30 31 35 36 49 50 66 67 98 VH 0 +VHJ606.a3.124# 1 30 31 35 36 49 50 68 69 100 VH 0 +VHJ606.a4.125# 1 30 31 35 36 49 50 68 69 100 VH 0 +VHJ606.a5psi.126# 1 30 31 35 36 49 50 68 69 100 VH 0 +VHJ606.a6.127# 1 30 31 35 36 49 50 68 69 100 VH 0 +VHJ606.a7.128# 1 30 31 35 36 49 50 68 69 100 VH 0 +VHMOPC21 1 30 31 35 36 49 50 66 67 98 VH 0 +VHQ52.a10psi.29 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a12.33 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a13.37 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a14psi.38 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a15.42 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a17.46 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a18.52 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a19.61 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a2.4 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a21.63 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a22.67 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a23.68 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a24.72 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a27.79 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a3.8 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a5.13 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a7.18 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a8.22 1 30 31 35 36 49 50 65 66 97 VH 0 +VHQ52.a9.26 1 30 31 35 36 49 50 65 66 97 VH 0 +VHS107.a1.81 1 30 31 35 36 49 50 68 69 100 VH 0 +VHS107.a2psi.82 1 30 31 35 36 49 50 68 69 100 VH 0 +VHS107.a3.106 1 30 31 35 36 49 50 68 69 100 VH 0 +VHS107.a4.110 1 30 31 35 36 49 50 68 69 100 VH 0 +VHSM7-13 1 29 30 34 35 48 49 65 66 97 VH 0 +VHSM7.a1.83 1 30 31 35 36 49 50 66 67 98 VH 0 +VHSM7.a2psi.88 1 30 31 35 36 49 50 66 67 98 VH 0 +VHSM7.a3.93 1 30 31 35 36 49 50 66 67 98 VH 0 +VHSM7.a4.108 1 30 31 35 36 49 50 66 67 98 VH 0 +VHVGAM3.8.a1.96 1 30 31 35 36 49 50 66 67 98 VH 0 +VHVGAM3.8.a2.98 1 30 31 35 36 49 50 66 67 98 VH 0 +VHVGAM3.8.a3.100 1 30 31 35 36 49 50 66 67 98 VH 0 +VHVGAM3.8.a4.102 1 30 31 35 36 49 50 66 67 98 VH 0 +VHVGAM3.8.a5.105 1 30 31 35 36 49 50 66 67 98 VH 0 +VHVGAM3.8.a6.115 1 30 31 35 36 49 50 66 67 98 VH 0 +VHX24.a1.84 1 30 31 35 36 49 50 66 67 98 VH 0 +VHX24.a2.89 1 30 31 35 36 49 50 66 67 98 VH 0 +VL1 1 22 23 36 37 51 52 58 59 90 VL 0 +VL2 1 22 23 36 37 51 52 58 59 90 VL 0 +VLx 1 22 23 34 35 53 54 60 61 92 VL 0 +VMU-3.2 1 30 31 35 36 49 50 66 67 98 VH 0 +VOx-1 1 30 31 35 36 49 50 65 66 97 VH 0 +Vh10.1a 1 30 31 35 36 49 50 68 69 100 VH 0 +Vh10.1b 1 30 31 35 36 49 50 68 69 100 VH 0 +Vh10.2a 1 30 31 35 36 49 50 68 69 100 VH 0 +Vh10.2b 1 30 31 35 36 49 50 68 69 100 VH 0 +Vh10.3a 1 30 31 35 36 49 50 68 69 100 VH 0 +X24.2.50 1 30 31 35 36 49 50 66 67 98 VH 0 +aa4 1 23 24 33 34 48 49 55 56 87 VK 0 +ac4 1 23 24 33 34 48 49 55 56 87 VK 0 +ad4 1 23 24 35 36 50 51 57 58 89 VK 0 +ae4 1 23 24 35 36 50 51 57 58 89 VK 0 +af4 1 23 24 33 34 48 49 55 56 87 VK 0 +ag4 1 23 24 35 36 50 51 57 58 89 VK 0 +ah4 1 23 24 35 36 50 51 57 58 89 VK 0 +ai4 1 23 24 35 36 50 51 57 58 89 VK 0 +al4 1 23 24 33 34 48 49 55 56 87 VK 0 +am4 1 23 24 33 34 48 49 55 56 87 VK 0 +an4 1 23 24 33 34 48 49 55 56 87 VK 0 +ap4 1 23 24 33 34 48 49 55 56 87 VK 0 +aq4 1 23 24 33 34 48 49 55 56 87 VK 0 +ar4 1 23 24 33 34 48 49 55 56 87 VK 0 +at4 1 23 24 33 34 48 49 55 56 87 VK 0 +ay4 1 23 24 35 36 50 51 57 58 89 VK 0 +ba9 1 23 24 34 35 49 50 56 57 88 VK 0 +bb1 1 23 24 39 40 54 55 61 62 93 VK 0 +bb1.1 1 23 24 39 40 54 55 61 62 93 VK 0 +bd2 1 23 24 39 40 54 55 61 62 93 VK 0 +bi2 1 23 24 39 40 54 55 61 62 93 VK 0 +bj2 1 23 24 39 40 54 55 61 62 93 VK 0 +bl1 1 23 24 39 40 54 55 61 62 93 VK 0 +bt20 1 23 24 34 35 49 50 56 57 88 VK 0 +bv9 1 23 24 34 35 49 50 56 57 88 VK 0 +bw20 1 23 24 34 35 49 50 56 57 88 VK 0 +by9 1 23 24 34 35 49 50 56 57 88 VK 0 +cb9 1 23 24 34 35 49 50 56 57 88 VK 0 +ce9 1 23 24 34 35 49 50 56 57 88 VK 0 +cf9 1 23 24 34 35 49 50 56 57 88 VK 0 +ci12 1 23 24 34 35 49 50 56 57 88 VK 0 +cj9 1 23 24 34 35 49 50 56 57 88 VK 0 +cp9 1 23 24 34 35 49 50 56 57 88 VK 0 +cr1 1 23 24 39 40 54 55 61 62 93 VK 0 +cs1 1 23 24 39 40 54 55 61 62 93 VK 0 +cv1 1 23 24 39 40 54 55 61 62 93 VK 0 +cw9 1 23 24 34 35 49 50 56 57 88 VK 0 +cy9 1 23 24 34 35 49 50 56 57 88 VK 0 +dv-36 1 23 24 34 35 49 50 56 57 88 VK 0 +fl12 1 23 24 34 35 49 50 56 57 88 VK 0 +gj38c 1 23 24 34 35 49 50 56 57 88 VK 0 +gm33 1 23 24 34 35 49 50 56 57 88 VK 0 +gn33 1 23 24 34 35 49 50 56 57 88 VK 0 +gr32 1 23 24 34 35 49 50 56 57 88 VK 0 +he24 1 23 24 39 40 54 55 61 62 93 VK 0 +hf24 1 23 24 39 40 54 55 61 62 93 VK 0 +hg24 1 23 24 39 40 54 55 61 62 93 VK 0 +if11 1 23 24 34 35 49 50 56 57 88 VK 0 +kb4 1 23 24 33 34 48 49 55 56 87 VK 0 +kf4 1 23 24 35 36 50 51 57 58 89 VK 0 +kh4 1 23 24 35 36 50 51 57 58 89 VK 0 +kj4 1 23 24 35 36 50 51 57 58 89 VK 0 +kk4 1 23 24 33 34 48 49 55 56 87 VK 0 +km4 1 23 24 33 34 48 49 55 56 87 VK 0 +kn4 1 23 24 33 34 48 49 55 56 87 VK 0 +ko4 1 23 24 33 34 48 49 55 56 87 VK 0 diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.nhr b/database/igblast/internal_data/mouse/mouse_TR_V.nhr new file mode 100644 index 000000000..66f287379 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.nhr differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.nin b/database/igblast/internal_data/mouse/mouse_TR_V.nin new file mode 100644 index 000000000..47ff413fd Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.nin differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.nog b/database/igblast/internal_data/mouse/mouse_TR_V.nog new file mode 100644 index 000000000..64adbf063 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.nog differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.nsd b/database/igblast/internal_data/mouse/mouse_TR_V.nsd new file mode 100644 index 000000000..6a6f90cb7 --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse_TR_V.nsd @@ -0,0 +1,312 @@ +lcl|trav1*0110 +lcl|trav10*0112 +lcl|trav10d*0182 +lcl|trav10n*0144 +lcl|trav11*0153 +lcl|trav11d*01105 +lcl|trav11n*01150 +lcl|trav12-1*014 +lcl|trav12-2*0131 +lcl|trav12-3*0160 +lcl|trav12d-1*0162 +lcl|trav12d-2*0172 +lcl|trav12d-3*01100 +lcl|trav12n-1*0164 +lcl|trav12n-2*0141 +lcl|trav12n-3*0195 +lcl|trav13-1*0166 +lcl|trav13-2*0167 +lcl|trav13-3*01109 +lcl|trav13-4/dv7*0187 +lcl|trav13-5*0176 +lcl|trav13d-1*0136 +lcl|trav13d-2*0149 +lcl|trav13d-3*0184 +lcl|trav13d-4*0115 +lcl|trav13n-1*0148 +lcl|trav13n-2*0114 +lcl|trav13n-3*0127 +lcl|trav13n-4*0180 +lcl|trav14-1*0113 +lcl|trav14-2*0129 +lcl|trav14-3*0199 +lcl|trav14d-1*0118 +lcl|trav14d-2*0140 +lcl|trav14d-3/dv8*0157 +lcl|trav14n-1*0163 +lcl|trav14n-2*0185 +lcl|trav14n-3*01104 +lcl|trav15-1/dv6-1*012 +lcl|trav15-2/dv6-2*0139 +lcl|trav15d-1/dv6d-1*0150 +lcl|trav15d-2/dv6d-2*0117 +lcl|trav15n-1*0132 +lcl|trav15n-2*0126 +lcl|trav16*0121 +lcl|trav16d/dv11*0175 +lcl|trav16n*01110 +lcl|trav17*0130 +lcl|trav18*019 +lcl|trav19*0143 +lcl|trav2*0188 +lcl|trav20*01148 +lcl|trav21/dv12*0189 +lcl|trav3-1*0138 +lcl|trav3-3*0178 +lcl|trav3-4*017 +lcl|trav3d-3*0155 +lcl|trav3n-3*0198 +lcl|trav4-2*018 +lcl|trav4-3*0120 +lcl|trav4-4/dv10*0159 +lcl|trav4d-2*01147 +lcl|trav4d-3*0193 +lcl|trav4d-4*01107 +lcl|trav4n-3*01101 +lcl|trav4n-4*016 +lcl|trav5-1*0137 +lcl|trav5-2*01152 +lcl|trav5-4*0145 +lcl|trav5d-2*01149 +lcl|trav5d-4*0134 +lcl|trav5n-2*01151 +lcl|trav5n-4*0192 +lcl|trav6-1*0119 +lcl|trav6-2*0179 +lcl|trav6-3*011 +lcl|trav6-4*0152 +lcl|trav6-5*0133 +lcl|trav6-6*0194 +lcl|trav6-7/dv9*0186 +lcl|trav6d-3*0158 +lcl|trav6d-4*01103 +lcl|trav6d-5*0128 +lcl|trav6d-6*0161 +lcl|trav6d-7*0174 +lcl|trav6n-5*0170 +lcl|trav6n-6*0183 +lcl|trav6n-7*013 +lcl|trav7-1*0116 +lcl|trav7-2*0125 +lcl|trav7-3*0135 +lcl|trav7-4*0197 +lcl|trav7-5*015 +lcl|trav7-6*0196 +lcl|trav7d-2*0173 +lcl|trav7d-3*01111 +lcl|trav7d-4*0181 +lcl|trav7d-5*0156 +lcl|trav7d-6*0147 +lcl|trav7n-4*0146 +lcl|trav7n-5*0169 +lcl|trav7n-6*0168 +lcl|trav8-1*0151 +lcl|trav8-2*0171 +lcl|trav8d-1*01102 +lcl|trav8d-2*01108 +lcl|trav8n-2*0191 +lcl|trav9-1*0154 +lcl|trav9-2*0165 +lcl|trav9-3*0177 +lcl|trav9-4*0190 +lcl|trav9d-1*0123 +lcl|trav9d-2*0122 +lcl|trav9d-3*01106 +lcl|trav9d-4*0124 +lcl|trav9n-2*0142 +lcl|trav9n-3*010 +lcl|trav9n-4*0111 +lcl|trbv1*01112 +lcl|trbv10*01153 +lcl|trbv12-1*01125 +lcl|trbv12-2*01114 +lcl|trbv13-1*01119 +lcl|trbv13-2*01130 +lcl|trbv13-3*01120 +lcl|trbv14*01124 +lcl|trbv15*01117 +lcl|trbv16*01133 +lcl|trbv17*01122 +lcl|trbv19*01113 +lcl|trbv2*01121 +lcl|trbv20*01131 +lcl|trbv21*01115 +lcl|trbv23*01126 +lcl|trbv24*01118 +lcl|trbv26*01134 +lcl|trbv29*01132 +lcl|trbv3*01129 +lcl|trbv30*01128 +lcl|trbv31*01127 +lcl|trbv4*01123 +lcl|trbv5*01116 +lcl|trbv8*01154 +lcl|trbv9*01155 +lcl|trdv1*01135 +lcl|trdv2-1*01139 +lcl|trdv2-2*01136 +lcl|trdv4*01138 +lcl|trdv5*01137 +lcl|trgv1*01141 +lcl|trgv2*01145 +lcl|trgv3*01143 +lcl|trgv4*01140 +lcl|trgv5*01146 +lcl|trgv6*01142 +lcl|trgv7*01144 +trav1*0110 +trav10*0112 +trav10d*0182 +trav10n*0144 +trav11*0153 +trav11d*01105 +trav11n*01150 +trav12-1*014 +trav12-2*0131 +trav12-3*0160 +trav12d-1*0162 +trav12d-2*0172 +trav12d-3*01100 +trav12n-1*0164 +trav12n-2*0141 +trav12n-3*0195 +trav13-1*0166 +trav13-2*0167 +trav13-3*01109 +trav13-4/dv7*0187 +trav13-5*0176 +trav13d-1*0136 +trav13d-2*0149 +trav13d-3*0184 +trav13d-4*0115 +trav13n-1*0148 +trav13n-2*0114 +trav13n-3*0127 +trav13n-4*0180 +trav14-1*0113 +trav14-2*0129 +trav14-3*0199 +trav14d-1*0118 +trav14d-2*0140 +trav14d-3/dv8*0157 +trav14n-1*0163 +trav14n-2*0185 +trav14n-3*01104 +trav15-1/dv6-1*012 +trav15-2/dv6-2*0139 +trav15d-1/dv6d-1*0150 +trav15d-2/dv6d-2*0117 +trav15n-1*0132 +trav15n-2*0126 +trav16*0121 +trav16d/dv11*0175 +trav16n*01110 +trav17*0130 +trav18*019 +trav19*0143 +trav2*0188 +trav20*01148 +trav21/dv12*0189 +trav3-1*0138 +trav3-3*0178 +trav3-4*017 +trav3d-3*0155 +trav3n-3*0198 +trav4-2*018 +trav4-3*0120 +trav4-4/dv10*0159 +trav4d-2*01147 +trav4d-3*0193 +trav4d-4*01107 +trav4n-3*01101 +trav4n-4*016 +trav5-1*0137 +trav5-2*01152 +trav5-4*0145 +trav5d-2*01149 +trav5d-4*0134 +trav5n-2*01151 +trav5n-4*0192 +trav6-1*0119 +trav6-2*0179 +trav6-3*011 +trav6-4*0152 +trav6-5*0133 +trav6-6*0194 +trav6-7/dv9*0186 +trav6d-3*0158 +trav6d-4*01103 +trav6d-5*0128 +trav6d-6*0161 +trav6d-7*0174 +trav6n-5*0170 +trav6n-6*0183 +trav6n-7*013 +trav7-1*0116 +trav7-2*0125 +trav7-3*0135 +trav7-4*0197 +trav7-5*015 +trav7-6*0196 +trav7d-2*0173 +trav7d-3*01111 +trav7d-4*0181 +trav7d-5*0156 +trav7d-6*0147 +trav7n-4*0146 +trav7n-5*0169 +trav7n-6*0168 +trav8-1*0151 +trav8-2*0171 +trav8d-1*01102 +trav8d-2*01108 +trav8n-2*0191 +trav9-1*0154 +trav9-2*0165 +trav9-3*0177 +trav9-4*0190 +trav9d-1*0123 +trav9d-2*0122 +trav9d-3*01106 +trav9d-4*0124 +trav9n-2*0142 +trav9n-3*010 +trav9n-4*0111 +trbv1*01112 +trbv10*01153 +trbv12-1*01125 +trbv12-2*01114 +trbv13-1*01119 +trbv13-2*01130 +trbv13-3*01120 +trbv14*01124 +trbv15*01117 +trbv16*01133 +trbv17*01122 +trbv19*01113 +trbv2*01121 +trbv20*01131 +trbv21*01115 +trbv23*01126 +trbv24*01118 +trbv26*01134 +trbv29*01132 +trbv3*01129 +trbv30*01128 +trbv31*01127 +trbv4*01123 +trbv5*01116 +trbv8*01154 +trbv9*01155 +trdv1*01135 +trdv2-1*01139 +trdv2-2*01136 +trdv4*01138 +trdv5*01137 +trgv1*01141 +trgv2*01145 +trgv3*01143 +trgv4*01140 +trgv5*01146 +trgv6*01142 +trgv7*01144 diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.nsi b/database/igblast/internal_data/mouse/mouse_TR_V.nsi new file mode 100644 index 000000000..911fc8af1 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.nsi differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.nsq b/database/igblast/internal_data/mouse/mouse_TR_V.nsq new file mode 100644 index 000000000..c344013b4 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.nsq differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.phr b/database/igblast/internal_data/mouse/mouse_TR_V.phr new file mode 100644 index 000000000..49f736b8a Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.phr differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.pin b/database/igblast/internal_data/mouse/mouse_TR_V.pin new file mode 100644 index 000000000..ef5c0ae53 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.pin differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.pog b/database/igblast/internal_data/mouse/mouse_TR_V.pog new file mode 100644 index 000000000..03603f056 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.pog differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.psd b/database/igblast/internal_data/mouse/mouse_TR_V.psd new file mode 100644 index 000000000..3b447bd45 --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse_TR_V.psd @@ -0,0 +1,296 @@ +lcl|trav1*0110 +lcl|trav10*0112 +lcl|trav10d*0182 +lcl|trav10n*0144 +lcl|trav11*0153 +lcl|trav11d*01105 +lcl|trav12-1*014 +lcl|trav12-2*0131 +lcl|trav12-3*0160 +lcl|trav12d-1*0162 +lcl|trav12d-2*0172 +lcl|trav12d-3*01100 +lcl|trav12n-1*0164 +lcl|trav12n-2*0141 +lcl|trav12n-3*0195 +lcl|trav13-1*0166 +lcl|trav13-2*0167 +lcl|trav13-3*01109 +lcl|trav13-4/dv7*0187 +lcl|trav13-5*0176 +lcl|trav13d-1*0136 +lcl|trav13d-2*0149 +lcl|trav13d-3*0184 +lcl|trav13d-4*0115 +lcl|trav13n-1*0148 +lcl|trav13n-2*0114 +lcl|trav13n-3*0127 +lcl|trav13n-4*0180 +lcl|trav14-1*0113 +lcl|trav14-2*0129 +lcl|trav14-3*0199 +lcl|trav14d-1*0118 +lcl|trav14d-2*0140 +lcl|trav14d-3/dv8*0157 +lcl|trav14n-1*0163 +lcl|trav14n-2*0185 +lcl|trav14n-3*01104 +lcl|trav15-1/dv6-1*012 +lcl|trav15-2/dv6-2*0139 +lcl|trav15d-1/dv6d-1*0150 +lcl|trav15d-2/dv6d-2*0117 +lcl|trav15n-1*0132 +lcl|trav15n-2*0126 +lcl|trav16*0121 +lcl|trav16d/dv11*0175 +lcl|trav16n*01110 +lcl|trav17*0130 +lcl|trav18*019 +lcl|trav19*0143 +lcl|trav2*0188 +lcl|trav21/dv12*0189 +lcl|trav3-1*0138 +lcl|trav3-3*0178 +lcl|trav3-4*017 +lcl|trav3d-3*0155 +lcl|trav3n-3*0198 +lcl|trav4-2*018 +lcl|trav4-3*0120 +lcl|trav4-4/dv10*0159 +lcl|trav4d-3*0193 +lcl|trav4d-4*01107 +lcl|trav4n-3*01101 +lcl|trav4n-4*016 +lcl|trav5-1*0137 +lcl|trav5-4*0145 +lcl|trav5d-4*0134 +lcl|trav5n-4*0192 +lcl|trav6-1*0119 +lcl|trav6-2*0179 +lcl|trav6-3*011 +lcl|trav6-4*0152 +lcl|trav6-5*0133 +lcl|trav6-6*0194 +lcl|trav6-7/dv9*0186 +lcl|trav6d-3*0158 +lcl|trav6d-4*01103 +lcl|trav6d-5*0128 +lcl|trav6d-6*0161 +lcl|trav6d-7*0174 +lcl|trav6n-5*0170 +lcl|trav6n-6*0183 +lcl|trav6n-7*013 +lcl|trav7-1*0116 +lcl|trav7-2*0125 +lcl|trav7-3*0135 +lcl|trav7-4*0197 +lcl|trav7-5*015 +lcl|trav7-6*0196 +lcl|trav7d-2*0173 +lcl|trav7d-3*01111 +lcl|trav7d-4*0181 +lcl|trav7d-5*0156 +lcl|trav7d-6*0147 +lcl|trav7n-4*0146 +lcl|trav7n-5*0169 +lcl|trav7n-6*0168 +lcl|trav8-1*0151 +lcl|trav8-2*0171 +lcl|trav8d-1*01102 +lcl|trav8d-2*01108 +lcl|trav8n-2*0191 +lcl|trav9-1*0154 +lcl|trav9-2*0165 +lcl|trav9-3*0177 +lcl|trav9-4*0190 +lcl|trav9d-1*0123 +lcl|trav9d-2*0122 +lcl|trav9d-3*01106 +lcl|trav9d-4*0124 +lcl|trav9n-2*0142 +lcl|trav9n-3*010 +lcl|trav9n-4*0111 +lcl|trbv1*01112 +lcl|trbv10*01147 +lcl|trbv12-1*01125 +lcl|trbv12-2*01114 +lcl|trbv13-1*01119 +lcl|trbv13-2*01130 +lcl|trbv13-3*01120 +lcl|trbv14*01124 +lcl|trbv15*01117 +lcl|trbv16*01133 +lcl|trbv17*01122 +lcl|trbv19*01113 +lcl|trbv2*01121 +lcl|trbv20*01131 +lcl|trbv21*01115 +lcl|trbv23*01126 +lcl|trbv24*01118 +lcl|trbv26*01134 +lcl|trbv29*01132 +lcl|trbv3*01129 +lcl|trbv30*01128 +lcl|trbv31*01127 +lcl|trbv4*01123 +lcl|trbv5*01116 +lcl|trdv1*01135 +lcl|trdv2-1*01139 +lcl|trdv2-2*01136 +lcl|trdv4*01138 +lcl|trdv5*01137 +lcl|trgv1*01141 +lcl|trgv2*01145 +lcl|trgv3*01143 +lcl|trgv4*01140 +lcl|trgv5*01146 +lcl|trgv6*01142 +lcl|trgv7*01144 +trav1*0110 +trav10*0112 +trav10d*0182 +trav10n*0144 +trav11*0153 +trav11d*01105 +trav12-1*014 +trav12-2*0131 +trav12-3*0160 +trav12d-1*0162 +trav12d-2*0172 +trav12d-3*01100 +trav12n-1*0164 +trav12n-2*0141 +trav12n-3*0195 +trav13-1*0166 +trav13-2*0167 +trav13-3*01109 +trav13-4/dv7*0187 +trav13-5*0176 +trav13d-1*0136 +trav13d-2*0149 +trav13d-3*0184 +trav13d-4*0115 +trav13n-1*0148 +trav13n-2*0114 +trav13n-3*0127 +trav13n-4*0180 +trav14-1*0113 +trav14-2*0129 +trav14-3*0199 +trav14d-1*0118 +trav14d-2*0140 +trav14d-3/dv8*0157 +trav14n-1*0163 +trav14n-2*0185 +trav14n-3*01104 +trav15-1/dv6-1*012 +trav15-2/dv6-2*0139 +trav15d-1/dv6d-1*0150 +trav15d-2/dv6d-2*0117 +trav15n-1*0132 +trav15n-2*0126 +trav16*0121 +trav16d/dv11*0175 +trav16n*01110 +trav17*0130 +trav18*019 +trav19*0143 +trav2*0188 +trav21/dv12*0189 +trav3-1*0138 +trav3-3*0178 +trav3-4*017 +trav3d-3*0155 +trav3n-3*0198 +trav4-2*018 +trav4-3*0120 +trav4-4/dv10*0159 +trav4d-3*0193 +trav4d-4*01107 +trav4n-3*01101 +trav4n-4*016 +trav5-1*0137 +trav5-4*0145 +trav5d-4*0134 +trav5n-4*0192 +trav6-1*0119 +trav6-2*0179 +trav6-3*011 +trav6-4*0152 +trav6-5*0133 +trav6-6*0194 +trav6-7/dv9*0186 +trav6d-3*0158 +trav6d-4*01103 +trav6d-5*0128 +trav6d-6*0161 +trav6d-7*0174 +trav6n-5*0170 +trav6n-6*0183 +trav6n-7*013 +trav7-1*0116 +trav7-2*0125 +trav7-3*0135 +trav7-4*0197 +trav7-5*015 +trav7-6*0196 +trav7d-2*0173 +trav7d-3*01111 +trav7d-4*0181 +trav7d-5*0156 +trav7d-6*0147 +trav7n-4*0146 +trav7n-5*0169 +trav7n-6*0168 +trav8-1*0151 +trav8-2*0171 +trav8d-1*01102 +trav8d-2*01108 +trav8n-2*0191 +trav9-1*0154 +trav9-2*0165 +trav9-3*0177 +trav9-4*0190 +trav9d-1*0123 +trav9d-2*0122 +trav9d-3*01106 +trav9d-4*0124 +trav9n-2*0142 +trav9n-3*010 +trav9n-4*0111 +trbv1*01112 +trbv10*01147 +trbv12-1*01125 +trbv12-2*01114 +trbv13-1*01119 +trbv13-2*01130 +trbv13-3*01120 +trbv14*01124 +trbv15*01117 +trbv16*01133 +trbv17*01122 +trbv19*01113 +trbv2*01121 +trbv20*01131 +trbv21*01115 +trbv23*01126 +trbv24*01118 +trbv26*01134 +trbv29*01132 +trbv3*01129 +trbv30*01128 +trbv31*01127 +trbv4*01123 +trbv5*01116 +trdv1*01135 +trdv2-1*01139 +trdv2-2*01136 +trdv4*01138 +trdv5*01137 +trgv1*01141 +trgv2*01145 +trgv3*01143 +trgv4*01140 +trgv5*01146 +trgv6*01142 +trgv7*01144 diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.psi b/database/igblast/internal_data/mouse/mouse_TR_V.psi new file mode 100644 index 000000000..4820c61fa Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.psi differ diff --git a/database/igblast/internal_data/mouse/mouse_TR_V.psq b/database/igblast/internal_data/mouse/mouse_TR_V.psq new file mode 100644 index 000000000..235089edf Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_TR_V.psq differ diff --git a/database/igblast/internal_data/mouse/mouse_V.nhr b/database/igblast/internal_data/mouse/mouse_V.nhr new file mode 100644 index 000000000..3be9dffa1 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.nhr differ diff --git a/database/igblast/internal_data/mouse/mouse_V.nin b/database/igblast/internal_data/mouse/mouse_V.nin new file mode 100644 index 000000000..cd1bc372d Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.nin differ diff --git a/database/igblast/internal_data/mouse/mouse_V.nog b/database/igblast/internal_data/mouse/mouse_V.nog new file mode 100644 index 000000000..ecb9df322 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.nog differ diff --git a/database/igblast/internal_data/mouse/mouse_V.nsd b/database/igblast/internal_data/mouse/mouse_V.nsd new file mode 100644 index 000000000..3f5162312 --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse_V.nsd @@ -0,0 +1,1272 @@ +12-38486 +12-40487 +12-41488 +12-42489 +12-44490 +12-46491 +12-47492 +12-49493 +145a0 +19-13494 +19-14495 +19-15496 +19-17497 +19-20498 +19-23499 +19-25500 +19-29501 +19-32502 +2-35503 +21-1504 +21-10505 +21-11506 +21-12507 +21-2508 +21-3509 +21-4510 +21-5511 +21-6512 +21-7513 +21-8514 +21-9515 +22-33516 +23-37517 +23-39518 +23-43519 +23-45520 +23-48521 +2c81 +36-60.1.462 +36-60.2pg.513 +36-60.3.644 +36-60.4.665 +36-60.5.676 +36-60.6.707 +36-60.7pg.728 +36-60.8.749 +3609.1.8410 +3609.10pg.16711 +3609.11.16912 +3609.12.17413 +3609.13pg.17814 +3609.14pg.18115 +3609.15pg.18316 +3609.16pg.18517 +3609.2pg.13818 +3609.3.13919 +3609.4.14220 +3609.5.14721 +3609.6pg.15122 +3609.7.15323 +3609.8pg.16024 +3609.9.16425 +3609n.1pg.6826 +3609n.2.7727 +3:3.928 +4-50522 +4-51523 +4-57524 +45.21.229 +7183.10pg.1630 +7183.11pg.1931 +7183.12.2032 +7183.13pg.2433 +7183.14.2534 +7183.15pg.2635 +7183.16.2736 +7183.17pg.3137 +7183.18.3538 +7183.19.3639 +7183.1pg.140 +7183.2.341 +7183.20.3742 +7183.21pg.3843 +7183.3pg.544 +7183.4.645 +7183.5pg.746 +7183.6pg.947 +7183.7.1048 +7183.8pg.1449 +7183.9.1550 +8-16525 +8-18526 +8-19527 +8-21528 +8-22529 +8-24530 +8-26531 +8-27532 +8-28533 +8-30534 +8-31535 +8-34536 +aa4539 +ab4540 +ac4541 +ad4542 +ae4543 +af4544 +ag4545 +ah4546 +ai4547 +aj4548 +al4549 +am4550 +an4551 +ao4552 +ap4553 +aq4554 +ar4555 +at4556 +ay4557 +ba9558 +bb1559 +bb1.1560 +bc1r561 +bd2562 +bh2563 +bi2564 +bj2565 +bk20566 +bl1567 +bp9568 +bq9569 +br9570 +bt20571 +bv9572 +bw20573 +by9574 +cb17h-151 +cb17h-1052 +cb17h-353 +cb17h-654 +cb17h-855 +cb9575 +ce9576 +cf9577 +ch1056 +ci12578 +cj9579 +cl9580 +co9581 +cp9582 +cq1583 +cr1584 +cs1585 +cv1586 +cw9587 +cx9588 +cy9589 +cz1590 +dv-36591 +fg12592 +fl12593 +fr12594 +ga33595 +gj38c596 +gk32597 +gl32598 +gm33599 +gn33600 +gp33601 +gq33602 +gr32603 +gs32604 +gu33605 +h13-357 +h3058 +h30a59 +ha24606 +hd24607 +he24608 +hf24609 +hg24610 +hk24611 +ia11612 +ic11613 +ie11614 +if11615 +igk9-128537 +j558.160 +j558.1.8561 +j558.10pg.10062 +j558.1163 +j558.11pg.10164 +j558.1265 +j558.12.10266 +j558.1367 +j558.13.10368 +j558.1469 +j558.14pg.10470 +j558.1571 +j558.15a72 +j558.15pg.10573 +j558.1674 +j558.16.10675 +j558.1776 +j558.17a77 +j558.17pg.10778 +j558.1879 +j558.18.10880 +j558.18a81 +j558.1982 +j558.19.10983 +j558.284 +j558.2.8885 +j558.2086 +j558.20pg.11087 +j558.21pg.11188 +j558.2289 +j558.22.11290 +j558.22a91 +j558.2392 +j558.23.11393 +j558.2494 +j558.24a95 +j558.24pg.11496 +j558.25pg.11597 +j558.2698 +j558.26.11699 +j558.26a100 +j558.27101 +j558.27pg.117102 +j558.28103 +j558.28pg.118104 +j558.29105 +j558.29pg.119106 +j558.3107 +j558.3.90108 +j558.30109 +j558.30pg.120110 +j558.31.121111 +j558.32112 +j558.32pg.122113 +j558.33114 +j558.33a115 +j558.33pg.123116 +j558.34117 +j558.34.124118 +j558.35119 +j558.35pg.125120 +j558.36121 +j558.36.126122 +j558.37123 +j558.37.127124 +j558.38125 +j558.38pg.128126 +j558.39127 +j558.39.129128 +j558.3a129 +j558.4130 +j558.4.93131 +j558.40132 +j558.40pg.130133 +j558.41134 +j558.41pg.131135 +j558.42136 +j558.42.132137 +j558.43.133138 +j558.44139 +j558.44pg.134140 +j558.45141 +j558.45pg.135142 +j558.46143 +j558.46pg.136144 +j558.47145 +j558.47.137146 +j558.48147 +j558.48pg.140148 +j558.49149 +j558.49.141150 +j558.5151 +j558.50152 +j558.50.143153 +j558.51154 +j558.51pg.144155 +j558.52156 +j558.52.145157 +j558.53158 +j558.53.146159 +j558.54160 +j558.54.148161 +j558.55.149162 +j558.56.150163 +j558.57pg.152164 +j558.58.154165 +j558.59.155166 +j558.5a167 +j558.5pg.94168 +j558.6169 +j558.6.96170 +j558.60pg.156171 +j558.61.157172 +j558.62pg.158173 +j558.63pg.159174 +j558.64.162175 +j558.65.163176 +j558.66.165177 +j558.67.166178 +j558.68pg.168179 +j558.69.170180 +j558.7181 +j558.70pg.171182 +j558.71pg.172183 +j558.72.173184 +j558.73pg.175185 +j558.74.176186 +j558.75.177187 +j558.76pg.179188 +j558.77.180189 +j558.78.182190 +j558.79.184191 +j558.7pg.97192 +j558.8193 +j558.8.98194 +j558.80.186195 +j558.81.187196 +j558.82pg.188197 +j558.83.189198 +j558.84.190199 +j558.85.191200 +j558.86.192201 +j558.87.193202 +j558.88.194203 +j558.89pg.195204 +j558.9205 +j558.9.99206 +j558.a207 +j558.b208 +j558.c209 +j558.d210 +j558.e211 +j558.f212 +j558.g213 +j558.h214 +j558.i215 +j558.j216 +j558.j1217 +j558.k218 +j558.l219 +j558.m220 +j558.n221 +j558.n1222 +j606.1.79223 +j606.2.80224 +j606.3.81225 +j606.4.82226 +j606.5.83227 +ka4616 +kb4617 +kf4618 +kg4619 +kh4620 +ki4621 +kj4622 +kk4623 +kl4624 +km4625 +kn4626 +ko4627 +lcl|12-38486 +lcl|12-40487 +lcl|12-41488 +lcl|12-42489 +lcl|12-44490 +lcl|12-46491 +lcl|12-47492 +lcl|12-49493 +lcl|145a0 +lcl|19-13494 +lcl|19-14495 +lcl|19-15496 +lcl|19-17497 +lcl|19-20498 +lcl|19-23499 +lcl|19-25500 +lcl|19-29501 +lcl|19-32502 +lcl|2-35503 +lcl|21-1504 +lcl|21-10505 +lcl|21-11506 +lcl|21-12507 +lcl|21-2508 +lcl|21-3509 +lcl|21-4510 +lcl|21-5511 +lcl|21-6512 +lcl|21-7513 +lcl|21-8514 +lcl|21-9515 +lcl|22-33516 +lcl|23-37517 +lcl|23-39518 +lcl|23-43519 +lcl|23-45520 +lcl|23-48521 +lcl|2c81 +lcl|36-60.1.462 +lcl|36-60.2pg.513 +lcl|36-60.3.644 +lcl|36-60.4.665 +lcl|36-60.5.676 +lcl|36-60.6.707 +lcl|36-60.7pg.728 +lcl|36-60.8.749 +lcl|3609.1.8410 +lcl|3609.10pg.16711 +lcl|3609.11.16912 +lcl|3609.12.17413 +lcl|3609.13pg.17814 +lcl|3609.14pg.18115 +lcl|3609.15pg.18316 +lcl|3609.16pg.18517 +lcl|3609.2pg.13818 +lcl|3609.3.13919 +lcl|3609.4.14220 +lcl|3609.5.14721 +lcl|3609.6pg.15122 +lcl|3609.7.15323 +lcl|3609.8pg.16024 +lcl|3609.9.16425 +lcl|3609n.1pg.6826 +lcl|3609n.2.7727 +lcl|3:3.928 +lcl|4-50522 +lcl|4-51523 +lcl|4-57524 +lcl|45.21.229 +lcl|7183.10pg.1630 +lcl|7183.11pg.1931 +lcl|7183.12.2032 +lcl|7183.13pg.2433 +lcl|7183.14.2534 +lcl|7183.15pg.2635 +lcl|7183.16.2736 +lcl|7183.17pg.3137 +lcl|7183.18.3538 +lcl|7183.19.3639 +lcl|7183.1pg.140 +lcl|7183.2.341 +lcl|7183.20.3742 +lcl|7183.21pg.3843 +lcl|7183.3pg.544 +lcl|7183.4.645 +lcl|7183.5pg.746 +lcl|7183.6pg.947 +lcl|7183.7.1048 +lcl|7183.8pg.1449 +lcl|7183.9.1550 +lcl|8-16525 +lcl|8-18526 +lcl|8-19527 +lcl|8-21528 +lcl|8-22529 +lcl|8-24530 +lcl|8-26531 +lcl|8-27532 +lcl|8-28533 +lcl|8-30534 +lcl|8-31535 +lcl|8-34536 +lcl|aa4539 +lcl|ab4540 +lcl|ac4541 +lcl|ad4542 +lcl|ae4543 +lcl|af4544 +lcl|ag4545 +lcl|ah4546 +lcl|ai4547 +lcl|aj4548 +lcl|al4549 +lcl|am4550 +lcl|an4551 +lcl|ao4552 +lcl|ap4553 +lcl|aq4554 +lcl|ar4555 +lcl|at4556 +lcl|ay4557 +lcl|ba9558 +lcl|bb1559 +lcl|bb1.1560 +lcl|bc1r561 +lcl|bd2562 +lcl|bh2563 +lcl|bi2564 +lcl|bj2565 +lcl|bk20566 +lcl|bl1567 +lcl|bp9568 +lcl|bq9569 +lcl|br9570 +lcl|bt20571 +lcl|bv9572 +lcl|bw20573 +lcl|by9574 +lcl|cb17h-151 +lcl|cb17h-1052 +lcl|cb17h-353 +lcl|cb17h-654 +lcl|cb17h-855 +lcl|cb9575 +lcl|ce9576 +lcl|cf9577 +lcl|ch1056 +lcl|ci12578 +lcl|cj9579 +lcl|cl9580 +lcl|co9581 +lcl|cp9582 +lcl|cq1583 +lcl|cr1584 +lcl|cs1585 +lcl|cv1586 +lcl|cw9587 +lcl|cx9588 +lcl|cy9589 +lcl|cz1590 +lcl|dv-36591 +lcl|fg12592 +lcl|fl12593 +lcl|fr12594 +lcl|ga33595 +lcl|gj38c596 +lcl|gk32597 +lcl|gl32598 +lcl|gm33599 +lcl|gn33600 +lcl|gp33601 +lcl|gq33602 +lcl|gr32603 +lcl|gs32604 +lcl|gu33605 +lcl|h13-357 +lcl|h3058 +lcl|h30a59 +lcl|ha24606 +lcl|hd24607 +lcl|he24608 +lcl|hf24609 +lcl|hg24610 +lcl|hk24611 +lcl|ia11612 +lcl|ic11613 +lcl|ie11614 +lcl|if11615 +lcl|igk9-128537 +lcl|j558.160 +lcl|j558.1.8561 +lcl|j558.10pg.10062 +lcl|j558.1163 +lcl|j558.11pg.10164 +lcl|j558.1265 +lcl|j558.12.10266 +lcl|j558.1367 +lcl|j558.13.10368 +lcl|j558.1469 +lcl|j558.14pg.10470 +lcl|j558.1571 +lcl|j558.15a72 +lcl|j558.15pg.10573 +lcl|j558.1674 +lcl|j558.16.10675 +lcl|j558.1776 +lcl|j558.17a77 +lcl|j558.17pg.10778 +lcl|j558.1879 +lcl|j558.18.10880 +lcl|j558.18a81 +lcl|j558.1982 +lcl|j558.19.10983 +lcl|j558.284 +lcl|j558.2.8885 +lcl|j558.2086 +lcl|j558.20pg.11087 +lcl|j558.21pg.11188 +lcl|j558.2289 +lcl|j558.22.11290 +lcl|j558.22a91 +lcl|j558.2392 +lcl|j558.23.11393 +lcl|j558.2494 +lcl|j558.24a95 +lcl|j558.24pg.11496 +lcl|j558.25pg.11597 +lcl|j558.2698 +lcl|j558.26.11699 +lcl|j558.26a100 +lcl|j558.27101 +lcl|j558.27pg.117102 +lcl|j558.28103 +lcl|j558.28pg.118104 +lcl|j558.29105 +lcl|j558.29pg.119106 +lcl|j558.3107 +lcl|j558.3.90108 +lcl|j558.30109 +lcl|j558.30pg.120110 +lcl|j558.31.121111 +lcl|j558.32112 +lcl|j558.32pg.122113 +lcl|j558.33114 +lcl|j558.33a115 +lcl|j558.33pg.123116 +lcl|j558.34117 +lcl|j558.34.124118 +lcl|j558.35119 +lcl|j558.35pg.125120 +lcl|j558.36121 +lcl|j558.36.126122 +lcl|j558.37123 +lcl|j558.37.127124 +lcl|j558.38125 +lcl|j558.38pg.128126 +lcl|j558.39127 +lcl|j558.39.129128 +lcl|j558.3a129 +lcl|j558.4130 +lcl|j558.4.93131 +lcl|j558.40132 +lcl|j558.40pg.130133 +lcl|j558.41134 +lcl|j558.41pg.131135 +lcl|j558.42136 +lcl|j558.42.132137 +lcl|j558.43.133138 +lcl|j558.44139 +lcl|j558.44pg.134140 +lcl|j558.45141 +lcl|j558.45pg.135142 +lcl|j558.46143 +lcl|j558.46pg.136144 +lcl|j558.47145 +lcl|j558.47.137146 +lcl|j558.48147 +lcl|j558.48pg.140148 +lcl|j558.49149 +lcl|j558.49.141150 +lcl|j558.5151 +lcl|j558.50152 +lcl|j558.50.143153 +lcl|j558.51154 +lcl|j558.51pg.144155 +lcl|j558.52156 +lcl|j558.52.145157 +lcl|j558.53158 +lcl|j558.53.146159 +lcl|j558.54160 +lcl|j558.54.148161 +lcl|j558.55.149162 +lcl|j558.56.150163 +lcl|j558.57pg.152164 +lcl|j558.58.154165 +lcl|j558.59.155166 +lcl|j558.5a167 +lcl|j558.5pg.94168 +lcl|j558.6169 +lcl|j558.6.96170 +lcl|j558.60pg.156171 +lcl|j558.61.157172 +lcl|j558.62pg.158173 +lcl|j558.63pg.159174 +lcl|j558.64.162175 +lcl|j558.65.163176 +lcl|j558.66.165177 +lcl|j558.67.166178 +lcl|j558.68pg.168179 +lcl|j558.69.170180 +lcl|j558.7181 +lcl|j558.70pg.171182 +lcl|j558.71pg.172183 +lcl|j558.72.173184 +lcl|j558.73pg.175185 +lcl|j558.74.176186 +lcl|j558.75.177187 +lcl|j558.76pg.179188 +lcl|j558.77.180189 +lcl|j558.78.182190 +lcl|j558.79.184191 +lcl|j558.7pg.97192 +lcl|j558.8193 +lcl|j558.8.98194 +lcl|j558.80.186195 +lcl|j558.81.187196 +lcl|j558.82pg.188197 +lcl|j558.83.189198 +lcl|j558.84.190199 +lcl|j558.85.191200 +lcl|j558.86.192201 +lcl|j558.87.193202 +lcl|j558.88.194203 +lcl|j558.89pg.195204 +lcl|j558.9205 +lcl|j558.9.99206 +lcl|j558.a207 +lcl|j558.b208 +lcl|j558.c209 +lcl|j558.d210 +lcl|j558.e211 +lcl|j558.f212 +lcl|j558.g213 +lcl|j558.h214 +lcl|j558.i215 +lcl|j558.j216 +lcl|j558.j1217 +lcl|j558.k218 +lcl|j558.l219 +lcl|j558.m220 +lcl|j558.n221 +lcl|j558.n1222 +lcl|j606.1.79223 +lcl|j606.2.80224 +lcl|j606.3.81225 +lcl|j606.4.82226 +lcl|j606.5.83227 +lcl|ka4616 +lcl|kb4617 +lcl|kf4618 +lcl|kg4619 +lcl|kh4620 +lcl|ki4621 +lcl|kj4622 +lcl|kk4623 +lcl|kl4624 +lcl|km4625 +lcl|kn4626 +lcl|ko4627 +lcl|mai1628 +lcl|mbk2629 +lcl|mvarg2228 +lcl|nc1-a7229 +lcl|pg.1.11230 +lcl|pg.11.58231 +lcl|pg.12.60232 +lcl|pg.13.69233 +lcl|pg.14.73234 +lcl|pg.15.75235 +lcl|pg.16.76236 +lcl|pg.17.87237 +lcl|pg.18.92238 +lcl|pg.2.21239 +lcl|pg.6.32240 +lcl|pg.7.41241 +lcl|pg.8.47242 +lcl|pg.9.52243 +lcl|pwk1630 +lcl|pwk2631 +lcl|pwk3632 +lcl|q52.10.33244 +lcl|q52.11.34245 +lcl|q52.12pg.39246 +lcl|q52.13.40247 +lcl|q52.1pg.2248 +lcl|q52.2.4249 +lcl|q52.3.8250 +lcl|q52.4pg.12251 +lcl|q52.5.13252 +lcl|q52.6pg.17253 +lcl|q52.7.18254 +lcl|q52.8.22255 +lcl|q52.9.29256 +lcl|rf538 +lcl|s107.1.42257 +lcl|s107.2pg.43258 +lcl|s107.3.62259 +lcl|s107.4.65260 +lcl|sm7.1.44261 +lcl|sm7.2.49262 +lcl|sm7.3.54263 +lcl|sm7.4.63264 +lcl|v-bk265 +lcl|v1266 +lcl|v102267 +lcl|v11268 +lcl|v119.1a269 +lcl|v13270 +lcl|v130.1271 +lcl|v130.2272 +lcl|v130.3273 +lcl|v145274 +lcl|v165.1275 +lcl|v186.2276 +lcl|v23277 +lcl|v3278 +lcl|v303279 +lcl|v304280 +lcl|v6281 +lcl|vgam3.8-1-57282 +lcl|vgam3.8-2-59283 +lcl|vgam3.8-3-61284 +lcl|vgam3.8-4-71285 +lcl|vgk2286 +lcl|vgk5287 +lcl|vgk6288 +lcl|vh10.1.86289 +lcl|vh10.1a479 +lcl|vh10.1b480 +lcl|vh10.2a481 +lcl|vh10.2b482 +lcl|vh10.2pg.89290 +lcl|vh10.3.91291 +lcl|vh10.3a483 +lcl|vh104b292 +lcl|vh105293 +lcl|vh108a294 +lcl|vh108b295 +lcl|vh11.1.48296 +lcl|vh11.2.53297 +lcl|vh11.a1.87298 +lcl|vh11.a2.92299 +lcl|vh12.1.78300 +lcl|vh12.a1psi.97301 +lcl|vh12.a2psi.99302 +lcl|vh12.a3.101303 +lcl|vh12.a4psi.103304 +lcl|vh12.a5psi.104305 +lcl|vh124306 +lcl|vh15.1.95307 +lcl|vh15.a1psi.107308 +lcl|vh15b309 +lcl|vh16.1.55310 +lcl|vh22.1311 +lcl|vh283312 +lcl|vh36-60313 +lcl|vh36-60.a1.85314 +lcl|vh36-60.a10.123#315 +lcl|vh36-60.a2.90316 +lcl|vh36-60.a3psi.109317 +lcl|vh36-60.a4.111318 +lcl|vh36-60.a5.112319 +lcl|vh36-60.a6.114320 +lcl|vh36-60.a7psi.116321 +lcl|vh36-60.a8.117322 +lcl|vh36-60.a9.121#323 +lcl|vh3609n324 +lcl|vh3609n.a1psi.95325 +lcl|vh3609n.a2psi.113326 +lcl|vh3609n.a3.120327 +lcl|vh37.1328 +lcl|vh50.1329 +lcl|vh57-1m330 +lcl|vh61-1p331 +lcl|vh68-5n332 +lcl|vh69.1333 +lcl|vh7183.10334 +lcl|vh7183.11335 +lcl|vh7183.11b336 +lcl|vh7183.13337 +lcl|vh7183.14338 +lcl|vh7183.1b339 +lcl|vh7183.1j340 +lcl|vh7183.21b341 +lcl|vh7183.22b342 +lcl|vh7183.23b343 +lcl|vh7183.27b344 +lcl|vh7183.30b345 +lcl|vh7183.32b346 +lcl|vh7183.3b347 +lcl|vh7183.5b348 +lcl|vh7183.7b349 +lcl|vh7183.9350 +lcl|vh7183.a10.15351 +lcl|vh7183.a11psi.16352 +lcl|vh7183.a12psi.19353 +lcl|vh7183.a13.20354 +lcl|vh7183.a14psi.23355 +lcl|vh7183.a15.24356 +lcl|vh7183.a16.27357 +lcl|vh7183.a17psi.28358 +lcl|vh7183.a18psi.30359 +lcl|vh7183.a19.31360 +lcl|vh7183.a1psi.1361 +lcl|vh7183.a2.3362 +lcl|vh7183.a20psi.34363 +lcl|vh7183.a21.35364 +lcl|vh7183.a22psi.36365 +lcl|vh7183.a23psi.39366 +lcl|vh7183.a24.40367 +lcl|vh7183.a25.43368 +lcl|vh7183.a26psi.44369 +lcl|vh7183.a27psi.47370 +lcl|vh7183.a28.48371 +lcl|vh7183.a29psi.49372 +lcl|vh7183.a30.50373 +lcl|vh7183.a31psi.53374 +lcl|vh7183.a32psi.54375 +lcl|vh7183.a33.55376 +lcl|vh7183.a34psi.56377 +lcl|vh7183.a35.57378 +lcl|vh7183.a36psi.58379 +lcl|vh7183.a37.59380 +lcl|vh7183.a38psi.60381 +lcl|vh7183.a39psi.64382 +lcl|vh7183.a3psi.5383 +lcl|vh7183.a4.6384 +lcl|vh7183.a40psi.65385 +lcl|vh7183.a41psi.66386 +lcl|vh7183.a42psi.69387 +lcl|vh7183.a43psi.70388 +lcl|vh7183.a44psi.71389 +lcl|vh7183.a45psi.73390 +lcl|vh7183.a46.75391 +lcl|vh7183.a47.76392 +lcl|vh7183.a48psi.77393 +lcl|vh7183.a49psi.80394 +lcl|vh7183.a5psi.7395 +lcl|vh7183.a6psi.9396 +lcl|vh7183.a7.10397 +lcl|vh7183.a8psi.11398 +lcl|vh7183.a9psi.14399 +lcl|vh76-1bg400 +lcl|vh81x401 +lcl|vh9.1402 +lcl|vh9.10403 +lcl|vh9.11404 +lcl|vh9.12405 +lcl|vh9.13406 +lcl|vh9.14407 +lcl|vh9.15408 +lcl|vh9.2409 +lcl|vh9.3410 +lcl|vh9.4411 +lcl|vh9.5412 +lcl|vh9.6413 +lcl|vh9.8414 +lcl|vh9.9415 +lcl|vh98-3g416 +lcl|vha1417 +lcl|vhd6.96418 +lcl|vhf102419 +lcl|vhf102a420 +lcl|vhf102b421 +lcl|vhgal55.1422 +lcl|vhj558.a1psi.119423 +lcl|vhj606.a1psi.118424 +lcl|vhj606.a2psi.122#425 +lcl|vhj606.a3.124#426 +lcl|vhj606.a4.125#427 +lcl|vhj606.a5psi.126#428 +lcl|vhj606.a6.127#429 +lcl|vhj606.a7.128#430 +lcl|vhmopc21431 +lcl|vhq52.a10psi.29432 +lcl|vhq52.a11psi.32433 +lcl|vhq52.a12.33434 +lcl|vhq52.a13.37435 +lcl|vhq52.a14psi.38436 +lcl|vhq52.a15.42437 +lcl|vhq52.a16psi.45438 +lcl|vhq52.a17.46439 +lcl|vhq52.a18.52440 +lcl|vhq52.a19.61441 +lcl|vhq52.a1psi.2442 +lcl|vhq52.a2.4443 +lcl|vhq52.a20psi.62444 +lcl|vhq52.a21.63445 +lcl|vhq52.a22.67446 +lcl|vhq52.a23.68447 +lcl|vhq52.a24.72448 +lcl|vhq52.a26psi.78449 +lcl|vhq52.a27.79450 +lcl|vhq52.a3.8451 +lcl|vhq52.a4psi.12452 +lcl|vhq52.a5.13453 +lcl|vhq52.a6psi.17454 +lcl|vhq52.a7.18455 +lcl|vhq52.a8.22456 +lcl|vhq52.a9.26457 +lcl|vhrelic.a5psi.86475 +lcl|vhrelic.a6psi.91476 +lcl|vhs107.a1.81458 +lcl|vhs107.a2psi.82459 +lcl|vhs107.a3.106460 +lcl|vhs107.a4.110461 +lcl|vhsm7-13462 +lcl|vhsm7.a1.83463 +lcl|vhsm7.a2psi.88464 +lcl|vhsm7.a3.93465 +lcl|vhsm7.a4.108466 +lcl|vhvgam3.8.a1.96467 +lcl|vhvgam3.8.a2.98468 +lcl|vhvgam3.8.a3.100469 +lcl|vhvgam3.8.a4.102470 +lcl|vhvgam3.8.a5.105471 +lcl|vhvgam3.8.a6.115472 +lcl|vhx24.a1.84473 +lcl|vhx24.a2.89474 +lcl|vl1633 +lcl|vl2634 +lcl|vlx635 +lcl|vmu-3.2477 +lcl|vox-1478 +lcl|x24.1pg.45484 +lcl|x24.2.50485 +mai1628 +mbk2629 +mvarg2228 +nc1-a7229 +pg.1.11230 +pg.11.58231 +pg.12.60232 +pg.13.69233 +pg.14.73234 +pg.15.75235 +pg.16.76236 +pg.17.87237 +pg.18.92238 +pg.2.21239 +pg.6.32240 +pg.7.41241 +pg.8.47242 +pg.9.52243 +pwk1630 +pwk2631 +pwk3632 +q52.10.33244 +q52.11.34245 +q52.12pg.39246 +q52.13.40247 +q52.1pg.2248 +q52.2.4249 +q52.3.8250 +q52.4pg.12251 +q52.5.13252 +q52.6pg.17253 +q52.7.18254 +q52.8.22255 +q52.9.29256 +rf538 +s107.1.42257 +s107.2pg.43258 +s107.3.62259 +s107.4.65260 +sm7.1.44261 +sm7.2.49262 +sm7.3.54263 +sm7.4.63264 +v-bk265 +v1266 +v102267 +v11268 +v119.1a269 +v13270 +v130.1271 +v130.2272 +v130.3273 +v145274 +v165.1275 +v186.2276 +v23277 +v3278 +v303279 +v304280 +v6281 +vgam3.8-1-57282 +vgam3.8-2-59283 +vgam3.8-3-61284 +vgam3.8-4-71285 +vgk2286 +vgk5287 +vgk6288 +vh10.1.86289 +vh10.1a479 +vh10.1b480 +vh10.2a481 +vh10.2b482 +vh10.2pg.89290 +vh10.3.91291 +vh10.3a483 +vh104b292 +vh105293 +vh108a294 +vh108b295 +vh11.1.48296 +vh11.2.53297 +vh11.a1.87298 +vh11.a2.92299 +vh12.1.78300 +vh12.a1psi.97301 +vh12.a2psi.99302 +vh12.a3.101303 +vh12.a4psi.103304 +vh12.a5psi.104305 +vh124306 +vh15.1.95307 +vh15.a1psi.107308 +vh15b309 +vh16.1.55310 +vh22.1311 +vh283312 +vh36-60313 +vh36-60.a1.85314 +vh36-60.a10.123#315 +vh36-60.a2.90316 +vh36-60.a3psi.109317 +vh36-60.a4.111318 +vh36-60.a5.112319 +vh36-60.a6.114320 +vh36-60.a7psi.116321 +vh36-60.a8.117322 +vh36-60.a9.121#323 +vh3609n324 +vh3609n.a1psi.95325 +vh3609n.a2psi.113326 +vh3609n.a3.120327 +vh37.1328 +vh50.1329 +vh57-1m330 +vh61-1p331 +vh68-5n332 +vh69.1333 +vh7183.10334 +vh7183.11335 +vh7183.11b336 +vh7183.13337 +vh7183.14338 +vh7183.1b339 +vh7183.1j340 +vh7183.21b341 +vh7183.22b342 +vh7183.23b343 +vh7183.27b344 +vh7183.30b345 +vh7183.32b346 +vh7183.3b347 +vh7183.5b348 +vh7183.7b349 +vh7183.9350 +vh7183.a10.15351 +vh7183.a11psi.16352 +vh7183.a12psi.19353 +vh7183.a13.20354 +vh7183.a14psi.23355 +vh7183.a15.24356 +vh7183.a16.27357 +vh7183.a17psi.28358 +vh7183.a18psi.30359 +vh7183.a19.31360 +vh7183.a1psi.1361 +vh7183.a2.3362 +vh7183.a20psi.34363 +vh7183.a21.35364 +vh7183.a22psi.36365 +vh7183.a23psi.39366 +vh7183.a24.40367 +vh7183.a25.43368 +vh7183.a26psi.44369 +vh7183.a27psi.47370 +vh7183.a28.48371 +vh7183.a29psi.49372 +vh7183.a30.50373 +vh7183.a31psi.53374 +vh7183.a32psi.54375 +vh7183.a33.55376 +vh7183.a34psi.56377 +vh7183.a35.57378 +vh7183.a36psi.58379 +vh7183.a37.59380 +vh7183.a38psi.60381 +vh7183.a39psi.64382 +vh7183.a3psi.5383 +vh7183.a4.6384 +vh7183.a40psi.65385 +vh7183.a41psi.66386 +vh7183.a42psi.69387 +vh7183.a43psi.70388 +vh7183.a44psi.71389 +vh7183.a45psi.73390 +vh7183.a46.75391 +vh7183.a47.76392 +vh7183.a48psi.77393 +vh7183.a49psi.80394 +vh7183.a5psi.7395 +vh7183.a6psi.9396 +vh7183.a7.10397 +vh7183.a8psi.11398 +vh7183.a9psi.14399 +vh76-1bg400 +vh81x401 +vh9.1402 +vh9.10403 +vh9.11404 +vh9.12405 +vh9.13406 +vh9.14407 +vh9.15408 +vh9.2409 +vh9.3410 +vh9.4411 +vh9.5412 +vh9.6413 +vh9.8414 +vh9.9415 +vh98-3g416 +vha1417 +vhd6.96418 +vhf102419 +vhf102a420 +vhf102b421 +vhgal55.1422 +vhj558.a1psi.119423 +vhj606.a1psi.118424 +vhj606.a2psi.122#425 +vhj606.a3.124#426 +vhj606.a4.125#427 +vhj606.a5psi.126#428 +vhj606.a6.127#429 +vhj606.a7.128#430 +vhmopc21431 +vhq52.a10psi.29432 +vhq52.a11psi.32433 +vhq52.a12.33434 +vhq52.a13.37435 +vhq52.a14psi.38436 +vhq52.a15.42437 +vhq52.a16psi.45438 +vhq52.a17.46439 +vhq52.a18.52440 +vhq52.a19.61441 +vhq52.a1psi.2442 +vhq52.a2.4443 +vhq52.a20psi.62444 +vhq52.a21.63445 +vhq52.a22.67446 +vhq52.a23.68447 +vhq52.a24.72448 +vhq52.a26psi.78449 +vhq52.a27.79450 +vhq52.a3.8451 +vhq52.a4psi.12452 +vhq52.a5.13453 +vhq52.a6psi.17454 +vhq52.a7.18455 +vhq52.a8.22456 +vhq52.a9.26457 +vhrelic.a5psi.86475 +vhrelic.a6psi.91476 +vhs107.a1.81458 +vhs107.a2psi.82459 +vhs107.a3.106460 +vhs107.a4.110461 +vhsm7-13462 +vhsm7.a1.83463 +vhsm7.a2psi.88464 +vhsm7.a3.93465 +vhsm7.a4.108466 +vhvgam3.8.a1.96467 +vhvgam3.8.a2.98468 +vhvgam3.8.a3.100469 +vhvgam3.8.a4.102470 +vhvgam3.8.a5.105471 +vhvgam3.8.a6.115472 +vhx24.a1.84473 +vhx24.a2.89474 +vl1633 +vl2634 +vlx635 +vmu-3.2477 +vox-1478 +x24.1pg.45484 +x24.2.50485 diff --git a/database/igblast/internal_data/mouse/mouse_V.nsi b/database/igblast/internal_data/mouse/mouse_V.nsi new file mode 100644 index 000000000..434b511a0 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.nsi differ diff --git a/database/igblast/internal_data/mouse/mouse_V.nsq b/database/igblast/internal_data/mouse/mouse_V.nsq new file mode 100644 index 000000000..e8fc96e39 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.nsq differ diff --git a/database/igblast/internal_data/mouse/mouse_V.phr b/database/igblast/internal_data/mouse/mouse_V.phr new file mode 100644 index 000000000..30486f2cd Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.phr differ diff --git a/database/igblast/internal_data/mouse/mouse_V.pin b/database/igblast/internal_data/mouse/mouse_V.pin new file mode 100644 index 000000000..6546c446c Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.pin differ diff --git a/database/igblast/internal_data/mouse/mouse_V.pog b/database/igblast/internal_data/mouse/mouse_V.pog new file mode 100644 index 000000000..817152091 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.pog differ diff --git a/database/igblast/internal_data/mouse/mouse_V.psd b/database/igblast/internal_data/mouse/mouse_V.psd new file mode 100644 index 000000000..7a660548b --- /dev/null +++ b/database/igblast/internal_data/mouse/mouse_V.psd @@ -0,0 +1,1024 @@ +12-38406 +12-41407 +12-44408 +12-46409 +145a0 +19-13410 +19-14411 +19-15412 +19-17413 +19-20414 +19-23415 +19-25416 +19-29417 +19-32418 +21-1419 +21-10420 +21-12421 +21-2422 +21-3423 +21-4424 +21-5425 +21-7426 +21-9427 +22-33428 +23-37429 +23-39430 +23-43431 +23-45432 +23-48433 +2c81 +36-60.1.462 +36-60.3.643 +36-60.4.664 +36-60.5.675 +36-60.6.706 +36-60.8.747 +3609.1.848 +3609.11.1699 +3609.12.17410 +3609.3.13911 +3609.4.14212 +3609.5.14713 +3609.7.15314 +3609.9.16415 +3609n.2.7716 +3:3.917 +4-50434 +4-51435 +4-57436 +45.21.218 +7183.12.2019 +7183.14.2520 +7183.16.2721 +7183.18.3522 +7183.19.3623 +7183.2.324 +7183.20.3725 +7183.4.626 +7183.7.1027 +7183.9.1528 +8-16437 +8-19438 +8-21439 +8-24440 +8-27441 +8-28442 +8-30443 +8-34444 +aa4447 +ac4448 +ad4449 +ae4450 +af4451 +ag4452 +ah4453 +ai4454 +al4455 +am4456 +an4457 +ap4458 +aq4459 +ar4460 +at4461 +ay4462 +ba9463 +bb1464 +bb1.1465 +bd2466 +bi2467 +bj2468 +bl1469 +bt20470 +bv9471 +bw20472 +by9473 +cb17h-129 +cb17h-1030 +cb17h-331 +cb17h-632 +cb17h-833 +cb9474 +ce9475 +cf9476 +ch1034 +ci12477 +cj9478 +cp9479 +cr1480 +cs1481 +cv1482 +cw9483 +cy9484 +dv-36485 +fl12486 +gj38c487 +gm33488 +gn33489 +gr32490 +h13-335 +h3036 +h30a37 +he24491 +hf24492 +hg24493 +hk24494 +if11495 +igk9-128445 +j558.138 +j558.1.8539 +j558.1140 +j558.1241 +j558.12.10242 +j558.1343 +j558.13.10344 +j558.1445 +j558.1546 +j558.15a47 +j558.1648 +j558.16.10649 +j558.1750 +j558.17a51 +j558.1852 +j558.18.10853 +j558.18a54 +j558.1955 +j558.19.10956 +j558.257 +j558.2.8858 +j558.2059 +j558.2260 +j558.22.11261 +j558.22a62 +j558.2363 +j558.23.11364 +j558.2465 +j558.24a66 +j558.2667 +j558.26.11668 +j558.26a69 +j558.2770 +j558.2871 +j558.2972 +j558.373 +j558.3.9074 +j558.3075 +j558.31.12176 +j558.3277 +j558.3378 +j558.33a79 +j558.3480 +j558.34.12481 +j558.3582 +j558.3683 +j558.36.12684 +j558.3785 +j558.37.12786 +j558.3887 +j558.3988 +j558.39.12989 +j558.3a90 +j558.491 +j558.4.9392 +j558.4093 +j558.4194 +j558.4295 +j558.42.13296 +j558.43.13397 +j558.4498 +j558.4599 +j558.46100 +j558.47101 +j558.47.137102 +j558.48103 +j558.49104 +j558.49.141105 +j558.5106 +j558.50107 +j558.50.143108 +j558.51109 +j558.52110 +j558.52.145111 +j558.53112 +j558.53.146113 +j558.54114 +j558.54.148115 +j558.55.149116 +j558.56.150117 +j558.58.154118 +j558.59.155119 +j558.5a120 +j558.6121 +j558.6.96122 +j558.61.157123 +j558.64.162124 +j558.65.163125 +j558.66.165126 +j558.67.166127 +j558.69.170128 +j558.7129 +j558.72.173130 +j558.74.176131 +j558.75.177132 +j558.77.180133 +j558.78.182134 +j558.79.184135 +j558.8136 +j558.8.98137 +j558.80.186138 +j558.81.187139 +j558.83.189140 +j558.84.190141 +j558.85.191142 +j558.86.192143 +j558.87.193144 +j558.88.194145 +j558.9146 +j558.9.99147 +j558.a148 +j558.b149 +j558.c150 +j558.d151 +j558.e152 +j558.f153 +j558.g154 +j558.h155 +j558.i156 +j558.j157 +j558.j1158 +j558.k159 +j558.l160 +j558.m161 +j558.n162 +j558.n1163 +j606.1.79164 +j606.2.80165 +j606.3.81166 +j606.4.82167 +j606.5.83168 +kb4496 +kf4497 +kh4498 +kj4499 +kk4500 +km4501 +kn4502 +ko4503 +lcl|12-38406 +lcl|12-41407 +lcl|12-44408 +lcl|12-46409 +lcl|145a0 +lcl|19-13410 +lcl|19-14411 +lcl|19-15412 +lcl|19-17413 +lcl|19-20414 +lcl|19-23415 +lcl|19-25416 +lcl|19-29417 +lcl|19-32418 +lcl|21-1419 +lcl|21-10420 +lcl|21-12421 +lcl|21-2422 +lcl|21-3423 +lcl|21-4424 +lcl|21-5425 +lcl|21-7426 +lcl|21-9427 +lcl|22-33428 +lcl|23-37429 +lcl|23-39430 +lcl|23-43431 +lcl|23-45432 +lcl|23-48433 +lcl|2c81 +lcl|36-60.1.462 +lcl|36-60.3.643 +lcl|36-60.4.664 +lcl|36-60.5.675 +lcl|36-60.6.706 +lcl|36-60.8.747 +lcl|3609.1.848 +lcl|3609.11.1699 +lcl|3609.12.17410 +lcl|3609.3.13911 +lcl|3609.4.14212 +lcl|3609.5.14713 +lcl|3609.7.15314 +lcl|3609.9.16415 +lcl|3609n.2.7716 +lcl|3:3.917 +lcl|4-50434 +lcl|4-51435 +lcl|4-57436 +lcl|45.21.218 +lcl|7183.12.2019 +lcl|7183.14.2520 +lcl|7183.16.2721 +lcl|7183.18.3522 +lcl|7183.19.3623 +lcl|7183.2.324 +lcl|7183.20.3725 +lcl|7183.4.626 +lcl|7183.7.1027 +lcl|7183.9.1528 +lcl|8-16437 +lcl|8-19438 +lcl|8-21439 +lcl|8-24440 +lcl|8-27441 +lcl|8-28442 +lcl|8-30443 +lcl|8-34444 +lcl|aa4447 +lcl|ac4448 +lcl|ad4449 +lcl|ae4450 +lcl|af4451 +lcl|ag4452 +lcl|ah4453 +lcl|ai4454 +lcl|al4455 +lcl|am4456 +lcl|an4457 +lcl|ap4458 +lcl|aq4459 +lcl|ar4460 +lcl|at4461 +lcl|ay4462 +lcl|ba9463 +lcl|bb1464 +lcl|bb1.1465 +lcl|bd2466 +lcl|bi2467 +lcl|bj2468 +lcl|bl1469 +lcl|bt20470 +lcl|bv9471 +lcl|bw20472 +lcl|by9473 +lcl|cb17h-129 +lcl|cb17h-1030 +lcl|cb17h-331 +lcl|cb17h-632 +lcl|cb17h-833 +lcl|cb9474 +lcl|ce9475 +lcl|cf9476 +lcl|ch1034 +lcl|ci12477 +lcl|cj9478 +lcl|cp9479 +lcl|cr1480 +lcl|cs1481 +lcl|cv1482 +lcl|cw9483 +lcl|cy9484 +lcl|dv-36485 +lcl|fl12486 +lcl|gj38c487 +lcl|gm33488 +lcl|gn33489 +lcl|gr32490 +lcl|h13-335 +lcl|h3036 +lcl|h30a37 +lcl|he24491 +lcl|hf24492 +lcl|hg24493 +lcl|hk24494 +lcl|if11495 +lcl|igk9-128445 +lcl|j558.138 +lcl|j558.1.8539 +lcl|j558.1140 +lcl|j558.1241 +lcl|j558.12.10242 +lcl|j558.1343 +lcl|j558.13.10344 +lcl|j558.1445 +lcl|j558.1546 +lcl|j558.15a47 +lcl|j558.1648 +lcl|j558.16.10649 +lcl|j558.1750 +lcl|j558.17a51 +lcl|j558.1852 +lcl|j558.18.10853 +lcl|j558.18a54 +lcl|j558.1955 +lcl|j558.19.10956 +lcl|j558.257 +lcl|j558.2.8858 +lcl|j558.2059 +lcl|j558.2260 +lcl|j558.22.11261 +lcl|j558.22a62 +lcl|j558.2363 +lcl|j558.23.11364 +lcl|j558.2465 +lcl|j558.24a66 +lcl|j558.2667 +lcl|j558.26.11668 +lcl|j558.26a69 +lcl|j558.2770 +lcl|j558.2871 +lcl|j558.2972 +lcl|j558.373 +lcl|j558.3.9074 +lcl|j558.3075 +lcl|j558.31.12176 +lcl|j558.3277 +lcl|j558.3378 +lcl|j558.33a79 +lcl|j558.3480 +lcl|j558.34.12481 +lcl|j558.3582 +lcl|j558.3683 +lcl|j558.36.12684 +lcl|j558.3785 +lcl|j558.37.12786 +lcl|j558.3887 +lcl|j558.3988 +lcl|j558.39.12989 +lcl|j558.3a90 +lcl|j558.491 +lcl|j558.4.9392 +lcl|j558.4093 +lcl|j558.4194 +lcl|j558.4295 +lcl|j558.42.13296 +lcl|j558.43.13397 +lcl|j558.4498 +lcl|j558.4599 +lcl|j558.46100 +lcl|j558.47101 +lcl|j558.47.137102 +lcl|j558.48103 +lcl|j558.49104 +lcl|j558.49.141105 +lcl|j558.5106 +lcl|j558.50107 +lcl|j558.50.143108 +lcl|j558.51109 +lcl|j558.52110 +lcl|j558.52.145111 +lcl|j558.53112 +lcl|j558.53.146113 +lcl|j558.54114 +lcl|j558.54.148115 +lcl|j558.55.149116 +lcl|j558.56.150117 +lcl|j558.58.154118 +lcl|j558.59.155119 +lcl|j558.5a120 +lcl|j558.6121 +lcl|j558.6.96122 +lcl|j558.61.157123 +lcl|j558.64.162124 +lcl|j558.65.163125 +lcl|j558.66.165126 +lcl|j558.67.166127 +lcl|j558.69.170128 +lcl|j558.7129 +lcl|j558.72.173130 +lcl|j558.74.176131 +lcl|j558.75.177132 +lcl|j558.77.180133 +lcl|j558.78.182134 +lcl|j558.79.184135 +lcl|j558.8136 +lcl|j558.8.98137 +lcl|j558.80.186138 +lcl|j558.81.187139 +lcl|j558.83.189140 +lcl|j558.84.190141 +lcl|j558.85.191142 +lcl|j558.86.192143 +lcl|j558.87.193144 +lcl|j558.88.194145 +lcl|j558.9146 +lcl|j558.9.99147 +lcl|j558.a148 +lcl|j558.b149 +lcl|j558.c150 +lcl|j558.d151 +lcl|j558.e152 +lcl|j558.f153 +lcl|j558.g154 +lcl|j558.h155 +lcl|j558.i156 +lcl|j558.j157 +lcl|j558.j1158 +lcl|j558.k159 +lcl|j558.l160 +lcl|j558.m161 +lcl|j558.n162 +lcl|j558.n1163 +lcl|j606.1.79164 +lcl|j606.2.80165 +lcl|j606.3.81166 +lcl|j606.4.82167 +lcl|j606.5.83168 +lcl|kb4496 +lcl|kf4497 +lcl|kh4498 +lcl|kj4499 +lcl|kk4500 +lcl|km4501 +lcl|kn4502 +lcl|ko4503 +lcl|mai1504 +lcl|mbk2505 +lcl|mvarg2169 +lcl|nc1-a7170 +lcl|pwk1506 +lcl|pwk2507 +lcl|pwk3508 +lcl|q52.10.33171 +lcl|q52.11.34172 +lcl|q52.13.40173 +lcl|q52.2.4174 +lcl|q52.3.8175 +lcl|q52.5.13176 +lcl|q52.7.18177 +lcl|q52.8.22178 +lcl|q52.9.29179 +lcl|rf446 +lcl|s107.1.42180 +lcl|s107.3.62181 +lcl|s107.4.65182 +lcl|sm7.1.44183 +lcl|sm7.2.49184 +lcl|sm7.3.54185 +lcl|sm7.4.63186 +lcl|v-bk187 +lcl|v1188 +lcl|v102189 +lcl|v11190 +lcl|v119.1a191 +lcl|v13192 +lcl|v130.1193 +lcl|v130.2194 +lcl|v130.3195 +lcl|v145196 +lcl|v165.1197 +lcl|v186.2198 +lcl|v23199 +lcl|v3200 +lcl|v303201 +lcl|v304202 +lcl|v6203 +lcl|vgam3.8-1-57204 +lcl|vgam3.8-2-59205 +lcl|vgam3.8-3-61206 +lcl|vgam3.8-4-71207 +lcl|vgk2208 +lcl|vgk5209 +lcl|vgk6210 +lcl|vh10.1.86211 +lcl|vh10.1a400 +lcl|vh10.1b401 +lcl|vh10.2a402 +lcl|vh10.2b403 +lcl|vh10.3.91212 +lcl|vh10.3a404 +lcl|vh104b213 +lcl|vh105214 +lcl|vh108a215 +lcl|vh108b216 +lcl|vh11.1.48217 +lcl|vh11.2.53218 +lcl|vh11.a1.87219 +lcl|vh11.a2.92220 +lcl|vh12.1.78221 +lcl|vh12.a1psi.97222 +lcl|vh12.a2psi.99223 +lcl|vh12.a3.101224 +lcl|vh12.a4psi.103225 +lcl|vh12.a5psi.104226 +lcl|vh124227 +lcl|vh15.1.95228 +lcl|vh15.a1psi.107229 +lcl|vh15b230 +lcl|vh16.1.55231 +lcl|vh22.1232 +lcl|vh283233 +lcl|vh36-60234 +lcl|vh36-60.a1.85235 +lcl|vh36-60.a10.123#236 +lcl|vh36-60.a2.90237 +lcl|vh36-60.a3psi.109238 +lcl|vh36-60.a4.111239 +lcl|vh36-60.a5.112240 +lcl|vh36-60.a6.114241 +lcl|vh36-60.a7psi.116242 +lcl|vh36-60.a8.117243 +lcl|vh36-60.a9.121#244 +lcl|vh3609n245 +lcl|vh3609n.a1psi.95246 +lcl|vh3609n.a2psi.113247 +lcl|vh3609n.a3.120248 +lcl|vh37.1249 +lcl|vh50.1250 +lcl|vh57-1m251 +lcl|vh61-1p252 +lcl|vh68-5n253 +lcl|vh69.1254 +lcl|vh7183.10255 +lcl|vh7183.11256 +lcl|vh7183.11b257 +lcl|vh7183.13258 +lcl|vh7183.14259 +lcl|vh7183.1b260 +lcl|vh7183.1j261 +lcl|vh7183.21b262 +lcl|vh7183.22b263 +lcl|vh7183.23b264 +lcl|vh7183.27b265 +lcl|vh7183.30b266 +lcl|vh7183.32b267 +lcl|vh7183.3b268 +lcl|vh7183.5b269 +lcl|vh7183.7b270 +lcl|vh7183.9271 +lcl|vh7183.a10.15272 +lcl|vh7183.a11psi.16273 +lcl|vh7183.a12psi.19274 +lcl|vh7183.a13.20275 +lcl|vh7183.a14psi.23276 +lcl|vh7183.a15.24277 +lcl|vh7183.a16.27278 +lcl|vh7183.a17psi.28279 +lcl|vh7183.a18psi.30280 +lcl|vh7183.a19.31281 +lcl|vh7183.a1psi.1282 +lcl|vh7183.a2.3283 +lcl|vh7183.a20psi.34284 +lcl|vh7183.a21.35285 +lcl|vh7183.a22psi.36286 +lcl|vh7183.a23psi.39287 +lcl|vh7183.a24.40288 +lcl|vh7183.a25.43289 +lcl|vh7183.a26psi.44290 +lcl|vh7183.a27psi.47291 +lcl|vh7183.a28.48292 +lcl|vh7183.a29psi.49293 +lcl|vh7183.a30.50294 +lcl|vh7183.a31psi.53295 +lcl|vh7183.a32psi.54296 +lcl|vh7183.a33.55297 +lcl|vh7183.a34psi.56298 +lcl|vh7183.a35.57299 +lcl|vh7183.a36psi.58300 +lcl|vh7183.a37.59301 +lcl|vh7183.a38psi.60302 +lcl|vh7183.a39psi.64303 +lcl|vh7183.a3psi.5304 +lcl|vh7183.a4.6305 +lcl|vh7183.a40psi.65306 +lcl|vh7183.a41psi.66307 +lcl|vh7183.a42psi.69308 +lcl|vh7183.a43psi.70309 +lcl|vh7183.a44psi.71310 +lcl|vh7183.a45psi.73311 +lcl|vh7183.a46.75312 +lcl|vh7183.a47.76313 +lcl|vh7183.a48psi.77314 +lcl|vh7183.a49psi.80315 +lcl|vh7183.a5psi.7316 +lcl|vh7183.a6psi.9317 +lcl|vh7183.a7.10318 +lcl|vh7183.a8psi.11319 +lcl|vh7183.a9psi.14320 +lcl|vh76-1bg321 +lcl|vh81x322 +lcl|vh9.1323 +lcl|vh9.10324 +lcl|vh9.11325 +lcl|vh9.12326 +lcl|vh9.13327 +lcl|vh9.14328 +lcl|vh9.15329 +lcl|vh9.2330 +lcl|vh9.3331 +lcl|vh9.4332 +lcl|vh9.5333 +lcl|vh9.6334 +lcl|vh9.8335 +lcl|vh9.9336 +lcl|vh98-3g337 +lcl|vha1338 +lcl|vhd6.96339 +lcl|vhf102340 +lcl|vhf102a341 +lcl|vhf102b342 +lcl|vhgal55.1343 +lcl|vhj558.a1psi.119344 +lcl|vhj606.a1psi.118345 +lcl|vhj606.a2psi.122#346 +lcl|vhj606.a3.124#347 +lcl|vhj606.a4.125#348 +lcl|vhj606.a5psi.126#349 +lcl|vhj606.a6.127#350 +lcl|vhj606.a7.128#351 +lcl|vhmopc21352 +lcl|vhq52.a10psi.29353 +lcl|vhq52.a11psi.32354 +lcl|vhq52.a12.33355 +lcl|vhq52.a13.37356 +lcl|vhq52.a14psi.38357 +lcl|vhq52.a15.42358 +lcl|vhq52.a16psi.45359 +lcl|vhq52.a17.46360 +lcl|vhq52.a18.52361 +lcl|vhq52.a19.61362 +lcl|vhq52.a1psi.2363 +lcl|vhq52.a2.4364 +lcl|vhq52.a20psi.62365 +lcl|vhq52.a21.63366 +lcl|vhq52.a22.67367 +lcl|vhq52.a23.68368 +lcl|vhq52.a24.72369 +lcl|vhq52.a26psi.78370 +lcl|vhq52.a27.79371 +lcl|vhq52.a3.8372 +lcl|vhq52.a4psi.12373 +lcl|vhq52.a5.13374 +lcl|vhq52.a6psi.17375 +lcl|vhq52.a7.18376 +lcl|vhq52.a8.22377 +lcl|vhq52.a9.26378 +lcl|vhrelic.a5psi.86396 +lcl|vhrelic.a6psi.91397 +lcl|vhs107.a1.81379 +lcl|vhs107.a2psi.82380 +lcl|vhs107.a3.106381 +lcl|vhs107.a4.110382 +lcl|vhsm7-13383 +lcl|vhsm7.a1.83384 +lcl|vhsm7.a2psi.88385 +lcl|vhsm7.a3.93386 +lcl|vhsm7.a4.108387 +lcl|vhvgam3.8.a1.96388 +lcl|vhvgam3.8.a2.98389 +lcl|vhvgam3.8.a3.100390 +lcl|vhvgam3.8.a4.102391 +lcl|vhvgam3.8.a5.105392 +lcl|vhvgam3.8.a6.115393 +lcl|vhx24.a1.84394 +lcl|vhx24.a2.89395 +lcl|vl1509 +lcl|vl2510 +lcl|vlx511 +lcl|vmu-3.2398 +lcl|vox-1399 +lcl|x24.2.50405 +mai1504 +mbk2505 +mvarg2169 +nc1-a7170 +pwk1506 +pwk2507 +pwk3508 +q52.10.33171 +q52.11.34172 +q52.13.40173 +q52.2.4174 +q52.3.8175 +q52.5.13176 +q52.7.18177 +q52.8.22178 +q52.9.29179 +rf446 +s107.1.42180 +s107.3.62181 +s107.4.65182 +sm7.1.44183 +sm7.2.49184 +sm7.3.54185 +sm7.4.63186 +v-bk187 +v1188 +v102189 +v11190 +v119.1a191 +v13192 +v130.1193 +v130.2194 +v130.3195 +v145196 +v165.1197 +v186.2198 +v23199 +v3200 +v303201 +v304202 +v6203 +vgam3.8-1-57204 +vgam3.8-2-59205 +vgam3.8-3-61206 +vgam3.8-4-71207 +vgk2208 +vgk5209 +vgk6210 +vh10.1.86211 +vh10.1a400 +vh10.1b401 +vh10.2a402 +vh10.2b403 +vh10.3.91212 +vh10.3a404 +vh104b213 +vh105214 +vh108a215 +vh108b216 +vh11.1.48217 +vh11.2.53218 +vh11.a1.87219 +vh11.a2.92220 +vh12.1.78221 +vh12.a1psi.97222 +vh12.a2psi.99223 +vh12.a3.101224 +vh12.a4psi.103225 +vh12.a5psi.104226 +vh124227 +vh15.1.95228 +vh15.a1psi.107229 +vh15b230 +vh16.1.55231 +vh22.1232 +vh283233 +vh36-60234 +vh36-60.a1.85235 +vh36-60.a10.123#236 +vh36-60.a2.90237 +vh36-60.a3psi.109238 +vh36-60.a4.111239 +vh36-60.a5.112240 +vh36-60.a6.114241 +vh36-60.a7psi.116242 +vh36-60.a8.117243 +vh36-60.a9.121#244 +vh3609n245 +vh3609n.a1psi.95246 +vh3609n.a2psi.113247 +vh3609n.a3.120248 +vh37.1249 +vh50.1250 +vh57-1m251 +vh61-1p252 +vh68-5n253 +vh69.1254 +vh7183.10255 +vh7183.11256 +vh7183.11b257 +vh7183.13258 +vh7183.14259 +vh7183.1b260 +vh7183.1j261 +vh7183.21b262 +vh7183.22b263 +vh7183.23b264 +vh7183.27b265 +vh7183.30b266 +vh7183.32b267 +vh7183.3b268 +vh7183.5b269 +vh7183.7b270 +vh7183.9271 +vh7183.a10.15272 +vh7183.a11psi.16273 +vh7183.a12psi.19274 +vh7183.a13.20275 +vh7183.a14psi.23276 +vh7183.a15.24277 +vh7183.a16.27278 +vh7183.a17psi.28279 +vh7183.a18psi.30280 +vh7183.a19.31281 +vh7183.a1psi.1282 +vh7183.a2.3283 +vh7183.a20psi.34284 +vh7183.a21.35285 +vh7183.a22psi.36286 +vh7183.a23psi.39287 +vh7183.a24.40288 +vh7183.a25.43289 +vh7183.a26psi.44290 +vh7183.a27psi.47291 +vh7183.a28.48292 +vh7183.a29psi.49293 +vh7183.a30.50294 +vh7183.a31psi.53295 +vh7183.a32psi.54296 +vh7183.a33.55297 +vh7183.a34psi.56298 +vh7183.a35.57299 +vh7183.a36psi.58300 +vh7183.a37.59301 +vh7183.a38psi.60302 +vh7183.a39psi.64303 +vh7183.a3psi.5304 +vh7183.a4.6305 +vh7183.a40psi.65306 +vh7183.a41psi.66307 +vh7183.a42psi.69308 +vh7183.a43psi.70309 +vh7183.a44psi.71310 +vh7183.a45psi.73311 +vh7183.a46.75312 +vh7183.a47.76313 +vh7183.a48psi.77314 +vh7183.a49psi.80315 +vh7183.a5psi.7316 +vh7183.a6psi.9317 +vh7183.a7.10318 +vh7183.a8psi.11319 +vh7183.a9psi.14320 +vh76-1bg321 +vh81x322 +vh9.1323 +vh9.10324 +vh9.11325 +vh9.12326 +vh9.13327 +vh9.14328 +vh9.15329 +vh9.2330 +vh9.3331 +vh9.4332 +vh9.5333 +vh9.6334 +vh9.8335 +vh9.9336 +vh98-3g337 +vha1338 +vhd6.96339 +vhf102340 +vhf102a341 +vhf102b342 +vhgal55.1343 +vhj558.a1psi.119344 +vhj606.a1psi.118345 +vhj606.a2psi.122#346 +vhj606.a3.124#347 +vhj606.a4.125#348 +vhj606.a5psi.126#349 +vhj606.a6.127#350 +vhj606.a7.128#351 +vhmopc21352 +vhq52.a10psi.29353 +vhq52.a11psi.32354 +vhq52.a12.33355 +vhq52.a13.37356 +vhq52.a14psi.38357 +vhq52.a15.42358 +vhq52.a16psi.45359 +vhq52.a17.46360 +vhq52.a18.52361 +vhq52.a19.61362 +vhq52.a1psi.2363 +vhq52.a2.4364 +vhq52.a20psi.62365 +vhq52.a21.63366 +vhq52.a22.67367 +vhq52.a23.68368 +vhq52.a24.72369 +vhq52.a26psi.78370 +vhq52.a27.79371 +vhq52.a3.8372 +vhq52.a4psi.12373 +vhq52.a5.13374 +vhq52.a6psi.17375 +vhq52.a7.18376 +vhq52.a8.22377 +vhq52.a9.26378 +vhrelic.a5psi.86396 +vhrelic.a6psi.91397 +vhs107.a1.81379 +vhs107.a2psi.82380 +vhs107.a3.106381 +vhs107.a4.110382 +vhsm7-13383 +vhsm7.a1.83384 +vhsm7.a2psi.88385 +vhsm7.a3.93386 +vhsm7.a4.108387 +vhvgam3.8.a1.96388 +vhvgam3.8.a2.98389 +vhvgam3.8.a3.100390 +vhvgam3.8.a4.102391 +vhvgam3.8.a5.105392 +vhvgam3.8.a6.115393 +vhx24.a1.84394 +vhx24.a2.89395 +vl1509 +vl2510 +vlx511 +vmu-3.2398 +vox-1399 +x24.2.50405 diff --git a/database/igblast/internal_data/mouse/mouse_V.psi b/database/igblast/internal_data/mouse/mouse_V.psi new file mode 100644 index 000000000..b05b8edfe Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.psi differ diff --git a/database/igblast/internal_data/mouse/mouse_V.psq b/database/igblast/internal_data/mouse/mouse_V.psq new file mode 100644 index 000000000..022815340 Binary files /dev/null and b/database/igblast/internal_data/mouse/mouse_V.psq differ diff --git a/database/igblast/internal_data/rabbit/rabbit.ndm.imgt b/database/igblast/internal_data/rabbit/rabbit.ndm.imgt new file mode 100644 index 000000000..2fd44cb6a --- /dev/null +++ b/database/igblast/internal_data/rabbit/rabbit.ndm.imgt @@ -0,0 +1,127 @@ +IGHV1S1*01 1 75 76 99 100 150 151 171 172 279 VH 0 +IGHV1S13*01 1 75 76 99 100 150 151 171 172 279 VH 0 +IGHV1S17*01 1 75 76 99 100 150 151 171 172 279 VH 0 +IGHV1S24*01 1 75 76 99 100 150 151 171 172 279 VH 0 +IGHV1S25*01 1 75 76 99 100 150 151 171 172 279 VH 0 +IGHV1S26*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S28*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S31*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S33*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV1S34*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S36*01 1 75 76 99 100 150 151 171 172 279 VH 0 +IGHV1S40*01 1 72 73 99 100 150 151 177 178 288 VH 0 +IGHV1S43*01 1 75 76 102 103 153 154 177 178 291 VH 0 +IGHV1S44*01 1 72 73 96 97 147 148 168 169 279 VH 0 +IGHV1S45*01 1 75 76 102 103 153 154 180 181 291 VH 0 +IGHV1S47*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S49*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S50*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S51*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S52*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S53*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV1S54*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S55*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S56*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV1S57*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S58*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV1S59*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S60*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S61*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S62*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S63*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S64*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S65*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S66*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S67*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S68*01 1 72 73 96 97 147 148 168 169 282 VH 0 +IGHV1S69*01 1 72 73 96 97 147 148 168 169 276 VH 0 +IGHV1S7*01 1 72 73 96 97 147 148 171 172 285 VH 0 +IGHV1S8*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGLV1S2*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV1S3*01 1 75 76 99 100 150 151 159 160 267 VL 0 +IGLV2S1*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2S2*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV3S2*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3S6*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV3S9*01 1 75 76 93 94 144 145 153 154 261 VL 0 +IGLV4S3*01 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV4S4*01 1 75 76 96 97 147 148 168 169 276 VL 0 +IGLV5S1*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5S10*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5S2*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5S3*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5S5*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5S6*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV5S9*01 1 75 76 102 103 153 154 174 175 288 VL 0 +IGLV6S1*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV6S3*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV6S5*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV6S6*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV6S7*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGKV1S1*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S10*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S11*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S12*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S14*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S15*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S16*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S17*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S18*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S19*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S2*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S2*02 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S20*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S21*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S22*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S23*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S24*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S25*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S26*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S27*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S28*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S29*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S3*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S3*02 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S30*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S31*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S32*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S33*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S34*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S35*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S36*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S37*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S39*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S4*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S40*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S41*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S42*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S44*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S45*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S46*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S47*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S48*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S49*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S5*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S50*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S51*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S52*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S53*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S54*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S55*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S56*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S57*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S58*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S59*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S6*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S60*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S61*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S62*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S63*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S64*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S65*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S66*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S67*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S68*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S7*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S8*01 1 78 79 102 103 153 154 162 163 270 VK 0 +IGKV1S9*01 1 78 79 102 103 153 154 162 163 270 VK 0 diff --git a/database/igblast/internal_data/rabbit/rabbit.ndm.kabat b/database/igblast/internal_data/rabbit/rabbit.ndm.kabat new file mode 100644 index 000000000..87f76089c --- /dev/null +++ b/database/igblast/internal_data/rabbit/rabbit.ndm.kabat @@ -0,0 +1,127 @@ +IGHV1S31*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S7*01 1 87 88 102 103 144 145 195 196 291 VH 0 +IGHV1S58*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S34*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S69*01 1 87 88 102 103 144 145 192 193 282 VH 0 +IGHV1S51*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S44*01 1 87 88 102 103 144 145 192 193 285 VH 0 +IGHV1S8*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S45*01 1 90 91 108 109 150 151 204 205 297 VH 0 +IGHV1S43*01 1 90 91 108 109 150 151 201 202 297 VH 0 +IGHV1S25*01 1 90 91 105 106 147 148 195 196 285 VH 0 +IGHV1S62*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S53*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S63*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S57*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S55*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S66*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S40*01 1 87 88 105 106 147 148 201 202 294 VH 0 +IGHV1S24*01 1 90 91 105 106 147 148 195 196 285 VH 0 +IGHV1S64*01 1 81 82 102 103 144 145 192 193 288 VH 0 +IGHV1S50*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S28*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S61*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S36*01 1 90 91 105 106 147 148 195 196 285 VH 0 +IGHV1S1*01 1 90 91 105 106 147 148 195 196 285 VH 0 +IGHV1S47*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S33*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S59*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S56*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S60*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S68*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S67*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S26*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S54*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S17*01 1 90 91 105 106 147 148 195 196 285 VH 0 +IGHV1S49*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S52*01 1 87 88 102 103 144 145 192 193 288 VH 0 +IGHV1S13*01 1 90 91 105 106 147 148 195 196 285 VH 0 +IGHV1S65*01 1 87 88 105 106 144 145 192 193 288 VH 0 +IGKV1S37*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S18*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S64*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S56*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S10*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S57*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S53*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S3*02 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S21*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S59*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S41*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S62*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S24*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S68*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S20*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S34*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S55*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S44*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S26*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S17*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S15*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S54*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S4*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S14*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S67*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S63*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S22*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S16*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S2*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S28*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S3*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S27*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S35*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S51*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S49*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S6*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S40*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S8*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S60*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S1*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S31*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S25*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S42*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S30*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S39*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S9*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S61*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S66*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S48*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S47*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S29*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S12*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S36*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S2*02 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S7*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S33*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S45*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S32*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S11*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S65*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S19*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S52*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S50*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S46*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S5*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S23*01 1 69 70 108 109 153 154 174 175 270 VK 0 +IGKV1S58*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGLV5S2*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5S5*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV1S2*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV5S1*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5S9*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5S6*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV6S3*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV3S6*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV2S2*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV6S6*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV4S4*01 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV6S1*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV5S3*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV5S10*01 1 66 67 108 109 153 154 186 187 288 VL 0 +IGLV1S3*01 1 66 67 105 106 150 151 171 172 267 VL 0 +IGLV3S2*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV4S3*01 1 66 67 102 103 147 148 180 181 276 VL 0 +IGLV6S5*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV2S1*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV3S9*01 1 66 67 99 100 144 145 165 166 261 VL 0 +IGLV6S7*01 1 66 67 105 106 150 151 171 172 273 VL 0 diff --git a/database/igblast/internal_data/rabbit/rabbit.pdm.imgt b/database/igblast/internal_data/rabbit/rabbit.pdm.imgt new file mode 100644 index 000000000..e8cc8a4d0 --- /dev/null +++ b/database/igblast/internal_data/rabbit/rabbit.pdm.imgt @@ -0,0 +1,127 @@ +IGHV1S1*01 1 25 26 33 34 50 51 57 58 93 VH 0 +IGHV1S13*01 1 25 26 33 34 50 51 57 58 93 VH 0 +IGHV1S17*01 1 25 26 33 34 50 51 57 58 93 VH 0 +IGHV1S24*01 1 25 26 33 34 50 51 57 58 93 VH 0 +IGHV1S25*01 1 25 26 33 34 50 51 57 58 93 VH 0 +IGHV1S26*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S28*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S31*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S33*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV1S34*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S36*01 1 25 26 33 34 50 51 57 58 93 VH 0 +IGHV1S40*01 1 24 25 33 34 50 51 59 60 96 VH 0 +IGHV1S43*01 1 25 26 34 35 51 52 59 60 97 VH 0 +IGHV1S44*01 1 24 25 32 33 49 50 56 57 93 VH 0 +IGHV1S45*01 1 25 26 34 35 51 52 60 61 97 VH 0 +IGHV1S47*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S49*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S50*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S51*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S52*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S53*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV1S54*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S55*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S56*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV1S57*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S58*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV1S59*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S60*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S61*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S62*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S63*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S64*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S65*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S66*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S67*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S68*01 1 24 25 32 33 49 50 56 57 94 VH 0 +IGHV1S69*01 1 24 25 32 33 49 50 56 57 92 VH 0 +IGHV1S7*01 1 24 25 32 33 49 50 57 58 95 VH 0 +IGHV1S8*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGLV1S2*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV1S3*01 1 25 26 33 34 50 51 53 54 89 VL 0 +IGLV2S1*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2S2*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV3S2*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3S6*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV3S9*01 1 25 26 31 32 48 49 51 52 87 VL 0 +IGLV4S3*01 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV4S4*01 1 25 26 32 33 49 50 56 57 92 VL 0 +IGLV5S1*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5S10*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5S2*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5S3*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5S5*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5S6*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV5S9*01 1 25 26 34 35 51 52 58 59 96 VL 0 +IGLV6S1*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV6S3*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV6S5*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV6S6*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV6S7*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGKV1S1*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S10*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S11*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S12*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S14*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S15*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S16*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S17*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S18*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S19*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S2*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S2*02 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S20*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S21*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S22*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S23*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S24*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S25*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S26*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S27*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S28*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S29*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S3*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S3*02 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S30*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S31*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S32*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S33*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S34*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S35*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S36*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S37*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S39*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S4*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S40*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S41*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S42*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S44*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S45*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S46*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S47*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S48*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S49*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S5*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S50*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S51*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S52*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S53*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S54*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S55*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S56*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S57*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S58*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S59*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S6*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S60*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S61*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S62*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S63*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S64*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S65*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S66*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S67*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S68*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S7*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S8*01 1 26 27 34 35 51 52 54 55 90 VK 0 +IGKV1S9*01 1 26 27 34 35 51 52 54 55 90 VK 0 diff --git a/database/igblast/internal_data/rabbit/rabbit.pdm.kabat b/database/igblast/internal_data/rabbit/rabbit.pdm.kabat new file mode 100644 index 000000000..fc6613c01 --- /dev/null +++ b/database/igblast/internal_data/rabbit/rabbit.pdm.kabat @@ -0,0 +1,127 @@ +IGHV1S31*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S7*01 1 29 30 34 35 48 49 65 66 97 VH 0 +IGHV1S58*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S34*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S69*01 1 29 30 34 35 48 49 64 65 94 VH 0 +IGHV1S51*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S44*01 1 29 30 34 35 48 49 64 65 95 VH 0 +IGHV1S8*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S45*01 1 30 31 36 37 50 51 68 69 99 VH 0 +IGHV1S43*01 1 30 31 36 37 50 51 67 68 99 VH 0 +IGHV1S25*01 1 30 31 35 36 49 50 65 66 95 VH 0 +IGHV1S62*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S53*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S63*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S57*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S55*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S66*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S40*01 1 29 30 35 36 49 50 67 68 98 VH 0 +IGHV1S24*01 1 30 31 35 36 49 50 65 66 95 VH 0 +IGHV1S64*01 1 27 28 34 35 48 49 64 65 96 VH 0 +IGHV1S50*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S28*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S61*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S36*01 1 30 31 35 36 49 50 65 66 95 VH 0 +IGHV1S1*01 1 30 31 35 36 49 50 65 66 95 VH 0 +IGHV1S47*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S33*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S59*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S56*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S60*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S68*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S67*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S26*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S54*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S17*01 1 30 31 35 36 49 50 65 66 95 VH 0 +IGHV1S49*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S52*01 1 29 30 34 35 48 49 64 65 96 VH 0 +IGHV1S13*01 1 30 31 35 36 49 50 65 66 95 VH 0 +IGHV1S65*01 1 29 30 35 36 48 49 64 65 96 VH 0 +IGKV1S37*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S18*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S64*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S56*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S10*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S57*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S53*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S3*02 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S21*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S59*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S41*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S62*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S24*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S68*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S20*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S34*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S55*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S44*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S26*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S17*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S15*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S54*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S4*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S14*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S67*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S63*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S22*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S16*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S2*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S28*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S3*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S27*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S35*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S51*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S49*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S6*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S40*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S8*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S60*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S1*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S31*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S25*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S42*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S30*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S39*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S9*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S61*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S66*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S48*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S47*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S29*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S12*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S36*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S2*02 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S7*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S33*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S45*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S32*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S11*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S65*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S19*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S52*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S50*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S46*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S5*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S23*01 1 23 24 36 37 51 52 58 59 90 VK 0 +IGKV1S58*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGLV5S2*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5S5*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV1S2*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV5S1*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5S9*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5S6*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV6S3*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV3S6*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV2S2*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV6S6*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV4S4*01 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV6S1*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV5S3*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV5S10*01 1 22 23 36 37 51 52 62 63 96 VL 0 +IGLV1S3*01 1 22 23 35 36 50 51 57 58 89 VL 0 +IGLV3S2*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV4S3*01 1 22 23 34 35 49 50 60 61 92 VL 0 +IGLV6S5*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV2S1*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV3S9*01 1 22 23 33 34 48 49 55 56 87 VL 0 +IGLV6S7*01 1 22 23 35 36 50 51 57 58 91 VL 0 diff --git a/database/igblast/internal_data/rabbit/rabbit_V.nhr b/database/igblast/internal_data/rabbit/rabbit_V.nhr new file mode 100644 index 000000000..bd53313c3 Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.nhr differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.nin b/database/igblast/internal_data/rabbit/rabbit_V.nin new file mode 100644 index 000000000..469de628b Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.nin differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.nog b/database/igblast/internal_data/rabbit/rabbit_V.nog new file mode 100644 index 000000000..5dd16cadb Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.nog differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.nsd b/database/igblast/internal_data/rabbit/rabbit_V.nsd new file mode 100644 index 000000000..e75b10083 --- /dev/null +++ b/database/igblast/internal_data/rabbit/rabbit_V.nsd @@ -0,0 +1,292 @@ +ighv1s1*0124 +ighv1s13*0137 +ighv1s17*0134 +ighv1s19*01134 +ighv1s21*01130 +ighv1s24*0118 +ighv1s25*0110 +ighv1s26*0132 +ighv1s28*0121 +ighv1s29*01132 +ighv1s31*010 +ighv1s32*01131 +ighv1s33*0126 +ighv1s34*013 +ighv1s35*01128 +ighv1s36*0123 +ighv1s37*01125 +ighv1s39*01129 +ighv1s40*0117 +ighv1s42*01126 +ighv1s43*019 +ighv1s44*016 +ighv1s45*018 +ighv1s46*01133 +ighv1s47*0125 +ighv1s48*01127 +ighv1s49*0135 +ighv1s50*0120 +ighv1s51*015 +ighv1s52*0136 +ighv1s53*0112 +ighv1s54*0133 +ighv1s55*0115 +ighv1s56*0128 +ighv1s57*0114 +ighv1s58*012 +ighv1s59*0127 +ighv1s60*0129 +ighv1s61*0122 +ighv1s62*0111 +ighv1s63*0113 +ighv1s64*0119 +ighv1s65*0138 +ighv1s66*0116 +ighv1s67*0131 +ighv1s68*0130 +ighv1s69*014 +ighv1s7*011 +ighv1s8*017 +igkv1s1*0177 +igkv1s10*0143 +igkv1s11*0195 +igkv1s12*0189 +igkv1s13*01135 +igkv1s14*0161 +igkv1s15*0158 +igkv1s16*0165 +igkv1s17*0157 +igkv1s18*0140 +igkv1s19*0197 +igkv1s2*0166 +igkv1s20*0152 +igkv1s21*0146 +igkv1s22*0164 +igkv1s23*01102 +igkv1s24*0150 +igkv1s25*0179 +igkv1s26*0156 +igkv1s27*0169 +igkv1s28*0167 +igkv1s29*0188 +igkv1s3*0168 +igkv1s30*0181 +igkv1s31*0178 +igkv1s32*0194 +igkv1s33*0192 +igkv1s34*0153 +igkv1s35*0170 +igkv1s36*0190 +igkv1s37*0139 +igkv1s39*0182 +igkv1s4*0160 +igkv1s40*0174 +igkv1s41*0148 +igkv1s42*0180 +igkv1s44*0155 +igkv1s45*0193 +igkv1s46*01100 +igkv1s47*0187 +igkv1s48*0186 +igkv1s49*0172 +igkv1s5*01101 +igkv1s50*0199 +igkv1s51*0171 +igkv1s52*0198 +igkv1s53*0145 +igkv1s54*0159 +igkv1s55*0154 +igkv1s56*0142 +igkv1s57*0144 +igkv1s58*01103 +igkv1s59*0147 +igkv1s6*0173 +igkv1s60*0176 +igkv1s61*0184 +igkv1s62*0149 +igkv1s63*0163 +igkv1s64*0141 +igkv1s65*0196 +igkv1s66*0185 +igkv1s67*0162 +igkv1s68*0151 +igkv1s7*0191 +igkv1s8*0175 +igkv1s9*0183 +iglv1s2*01106 +iglv1s3*01118 +iglv2s1*01122 +iglv2s2*01112 +iglv2s4*01137 +iglv3s1*01145 +iglv3s2*01119 +iglv3s3*01139 +iglv3s6*01111 +iglv3s7*01136 +iglv3s9*01123 +iglv4s2*01141 +iglv4s3*01120 +iglv4s4*01114 +iglv4s5*01138 +iglv4s6*01144 +iglv4s7*01142 +iglv5s1*01107 +iglv5s10*01117 +iglv5s2*01104 +iglv5s3*01116 +iglv5s5*01105 +iglv5s6*01109 +iglv5s7*01140 +iglv5s9*01108 +iglv6s1*01115 +iglv6s3*01110 +iglv6s4*01143 +iglv6s5*01121 +iglv6s6*01113 +iglv6s7*01124 +lcl|ighv1s1*0124 +lcl|ighv1s13*0137 +lcl|ighv1s17*0134 +lcl|ighv1s19*01134 +lcl|ighv1s21*01130 +lcl|ighv1s24*0118 +lcl|ighv1s25*0110 +lcl|ighv1s26*0132 +lcl|ighv1s28*0121 +lcl|ighv1s29*01132 +lcl|ighv1s31*010 +lcl|ighv1s32*01131 +lcl|ighv1s33*0126 +lcl|ighv1s34*013 +lcl|ighv1s35*01128 +lcl|ighv1s36*0123 +lcl|ighv1s37*01125 +lcl|ighv1s39*01129 +lcl|ighv1s40*0117 +lcl|ighv1s42*01126 +lcl|ighv1s43*019 +lcl|ighv1s44*016 +lcl|ighv1s45*018 +lcl|ighv1s46*01133 +lcl|ighv1s47*0125 +lcl|ighv1s48*01127 +lcl|ighv1s49*0135 +lcl|ighv1s50*0120 +lcl|ighv1s51*015 +lcl|ighv1s52*0136 +lcl|ighv1s53*0112 +lcl|ighv1s54*0133 +lcl|ighv1s55*0115 +lcl|ighv1s56*0128 +lcl|ighv1s57*0114 +lcl|ighv1s58*012 +lcl|ighv1s59*0127 +lcl|ighv1s60*0129 +lcl|ighv1s61*0122 +lcl|ighv1s62*0111 +lcl|ighv1s63*0113 +lcl|ighv1s64*0119 +lcl|ighv1s65*0138 +lcl|ighv1s66*0116 +lcl|ighv1s67*0131 +lcl|ighv1s68*0130 +lcl|ighv1s69*014 +lcl|ighv1s7*011 +lcl|ighv1s8*017 +lcl|igkv1s1*0177 +lcl|igkv1s10*0143 +lcl|igkv1s11*0195 +lcl|igkv1s12*0189 +lcl|igkv1s13*01135 +lcl|igkv1s14*0161 +lcl|igkv1s15*0158 +lcl|igkv1s16*0165 +lcl|igkv1s17*0157 +lcl|igkv1s18*0140 +lcl|igkv1s19*0197 +lcl|igkv1s2*0166 +lcl|igkv1s20*0152 +lcl|igkv1s21*0146 +lcl|igkv1s22*0164 +lcl|igkv1s23*01102 +lcl|igkv1s24*0150 +lcl|igkv1s25*0179 +lcl|igkv1s26*0156 +lcl|igkv1s27*0169 +lcl|igkv1s28*0167 +lcl|igkv1s29*0188 +lcl|igkv1s3*0168 +lcl|igkv1s30*0181 +lcl|igkv1s31*0178 +lcl|igkv1s32*0194 +lcl|igkv1s33*0192 +lcl|igkv1s34*0153 +lcl|igkv1s35*0170 +lcl|igkv1s36*0190 +lcl|igkv1s37*0139 +lcl|igkv1s39*0182 +lcl|igkv1s4*0160 +lcl|igkv1s40*0174 +lcl|igkv1s41*0148 +lcl|igkv1s42*0180 +lcl|igkv1s44*0155 +lcl|igkv1s45*0193 +lcl|igkv1s46*01100 +lcl|igkv1s47*0187 +lcl|igkv1s48*0186 +lcl|igkv1s49*0172 +lcl|igkv1s5*01101 +lcl|igkv1s50*0199 +lcl|igkv1s51*0171 +lcl|igkv1s52*0198 +lcl|igkv1s53*0145 +lcl|igkv1s54*0159 +lcl|igkv1s55*0154 +lcl|igkv1s56*0142 +lcl|igkv1s57*0144 +lcl|igkv1s58*01103 +lcl|igkv1s59*0147 +lcl|igkv1s6*0173 +lcl|igkv1s60*0176 +lcl|igkv1s61*0184 +lcl|igkv1s62*0149 +lcl|igkv1s63*0163 +lcl|igkv1s64*0141 +lcl|igkv1s65*0196 +lcl|igkv1s66*0185 +lcl|igkv1s67*0162 +lcl|igkv1s68*0151 +lcl|igkv1s7*0191 +lcl|igkv1s8*0175 +lcl|igkv1s9*0183 +lcl|iglv1s2*01106 +lcl|iglv1s3*01118 +lcl|iglv2s1*01122 +lcl|iglv2s2*01112 +lcl|iglv2s4*01137 +lcl|iglv3s1*01145 +lcl|iglv3s2*01119 +lcl|iglv3s3*01139 +lcl|iglv3s6*01111 +lcl|iglv3s7*01136 +lcl|iglv3s9*01123 +lcl|iglv4s2*01141 +lcl|iglv4s3*01120 +lcl|iglv4s4*01114 +lcl|iglv4s5*01138 +lcl|iglv4s6*01144 +lcl|iglv4s7*01142 +lcl|iglv5s1*01107 +lcl|iglv5s10*01117 +lcl|iglv5s2*01104 +lcl|iglv5s3*01116 +lcl|iglv5s5*01105 +lcl|iglv5s6*01109 +lcl|iglv5s7*01140 +lcl|iglv5s9*01108 +lcl|iglv6s1*01115 +lcl|iglv6s3*01110 +lcl|iglv6s4*01143 +lcl|iglv6s5*01121 +lcl|iglv6s6*01113 +lcl|iglv6s7*01124 diff --git a/database/igblast/internal_data/rabbit/rabbit_V.nsi b/database/igblast/internal_data/rabbit/rabbit_V.nsi new file mode 100644 index 000000000..cde6f4c05 Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.nsi differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.nsq b/database/igblast/internal_data/rabbit/rabbit_V.nsq new file mode 100644 index 000000000..a8e23d2d8 Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.nsq differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.phr b/database/igblast/internal_data/rabbit/rabbit_V.phr new file mode 100644 index 000000000..80f804e25 Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.phr differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.pin b/database/igblast/internal_data/rabbit/rabbit_V.pin new file mode 100644 index 000000000..469489ed4 Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.pin differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.pog b/database/igblast/internal_data/rabbit/rabbit_V.pog new file mode 100644 index 000000000..5dd16cadb Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.pog differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.psd b/database/igblast/internal_data/rabbit/rabbit_V.psd new file mode 100644 index 000000000..e75b10083 --- /dev/null +++ b/database/igblast/internal_data/rabbit/rabbit_V.psd @@ -0,0 +1,292 @@ +ighv1s1*0124 +ighv1s13*0137 +ighv1s17*0134 +ighv1s19*01134 +ighv1s21*01130 +ighv1s24*0118 +ighv1s25*0110 +ighv1s26*0132 +ighv1s28*0121 +ighv1s29*01132 +ighv1s31*010 +ighv1s32*01131 +ighv1s33*0126 +ighv1s34*013 +ighv1s35*01128 +ighv1s36*0123 +ighv1s37*01125 +ighv1s39*01129 +ighv1s40*0117 +ighv1s42*01126 +ighv1s43*019 +ighv1s44*016 +ighv1s45*018 +ighv1s46*01133 +ighv1s47*0125 +ighv1s48*01127 +ighv1s49*0135 +ighv1s50*0120 +ighv1s51*015 +ighv1s52*0136 +ighv1s53*0112 +ighv1s54*0133 +ighv1s55*0115 +ighv1s56*0128 +ighv1s57*0114 +ighv1s58*012 +ighv1s59*0127 +ighv1s60*0129 +ighv1s61*0122 +ighv1s62*0111 +ighv1s63*0113 +ighv1s64*0119 +ighv1s65*0138 +ighv1s66*0116 +ighv1s67*0131 +ighv1s68*0130 +ighv1s69*014 +ighv1s7*011 +ighv1s8*017 +igkv1s1*0177 +igkv1s10*0143 +igkv1s11*0195 +igkv1s12*0189 +igkv1s13*01135 +igkv1s14*0161 +igkv1s15*0158 +igkv1s16*0165 +igkv1s17*0157 +igkv1s18*0140 +igkv1s19*0197 +igkv1s2*0166 +igkv1s20*0152 +igkv1s21*0146 +igkv1s22*0164 +igkv1s23*01102 +igkv1s24*0150 +igkv1s25*0179 +igkv1s26*0156 +igkv1s27*0169 +igkv1s28*0167 +igkv1s29*0188 +igkv1s3*0168 +igkv1s30*0181 +igkv1s31*0178 +igkv1s32*0194 +igkv1s33*0192 +igkv1s34*0153 +igkv1s35*0170 +igkv1s36*0190 +igkv1s37*0139 +igkv1s39*0182 +igkv1s4*0160 +igkv1s40*0174 +igkv1s41*0148 +igkv1s42*0180 +igkv1s44*0155 +igkv1s45*0193 +igkv1s46*01100 +igkv1s47*0187 +igkv1s48*0186 +igkv1s49*0172 +igkv1s5*01101 +igkv1s50*0199 +igkv1s51*0171 +igkv1s52*0198 +igkv1s53*0145 +igkv1s54*0159 +igkv1s55*0154 +igkv1s56*0142 +igkv1s57*0144 +igkv1s58*01103 +igkv1s59*0147 +igkv1s6*0173 +igkv1s60*0176 +igkv1s61*0184 +igkv1s62*0149 +igkv1s63*0163 +igkv1s64*0141 +igkv1s65*0196 +igkv1s66*0185 +igkv1s67*0162 +igkv1s68*0151 +igkv1s7*0191 +igkv1s8*0175 +igkv1s9*0183 +iglv1s2*01106 +iglv1s3*01118 +iglv2s1*01122 +iglv2s2*01112 +iglv2s4*01137 +iglv3s1*01145 +iglv3s2*01119 +iglv3s3*01139 +iglv3s6*01111 +iglv3s7*01136 +iglv3s9*01123 +iglv4s2*01141 +iglv4s3*01120 +iglv4s4*01114 +iglv4s5*01138 +iglv4s6*01144 +iglv4s7*01142 +iglv5s1*01107 +iglv5s10*01117 +iglv5s2*01104 +iglv5s3*01116 +iglv5s5*01105 +iglv5s6*01109 +iglv5s7*01140 +iglv5s9*01108 +iglv6s1*01115 +iglv6s3*01110 +iglv6s4*01143 +iglv6s5*01121 +iglv6s6*01113 +iglv6s7*01124 +lcl|ighv1s1*0124 +lcl|ighv1s13*0137 +lcl|ighv1s17*0134 +lcl|ighv1s19*01134 +lcl|ighv1s21*01130 +lcl|ighv1s24*0118 +lcl|ighv1s25*0110 +lcl|ighv1s26*0132 +lcl|ighv1s28*0121 +lcl|ighv1s29*01132 +lcl|ighv1s31*010 +lcl|ighv1s32*01131 +lcl|ighv1s33*0126 +lcl|ighv1s34*013 +lcl|ighv1s35*01128 +lcl|ighv1s36*0123 +lcl|ighv1s37*01125 +lcl|ighv1s39*01129 +lcl|ighv1s40*0117 +lcl|ighv1s42*01126 +lcl|ighv1s43*019 +lcl|ighv1s44*016 +lcl|ighv1s45*018 +lcl|ighv1s46*01133 +lcl|ighv1s47*0125 +lcl|ighv1s48*01127 +lcl|ighv1s49*0135 +lcl|ighv1s50*0120 +lcl|ighv1s51*015 +lcl|ighv1s52*0136 +lcl|ighv1s53*0112 +lcl|ighv1s54*0133 +lcl|ighv1s55*0115 +lcl|ighv1s56*0128 +lcl|ighv1s57*0114 +lcl|ighv1s58*012 +lcl|ighv1s59*0127 +lcl|ighv1s60*0129 +lcl|ighv1s61*0122 +lcl|ighv1s62*0111 +lcl|ighv1s63*0113 +lcl|ighv1s64*0119 +lcl|ighv1s65*0138 +lcl|ighv1s66*0116 +lcl|ighv1s67*0131 +lcl|ighv1s68*0130 +lcl|ighv1s69*014 +lcl|ighv1s7*011 +lcl|ighv1s8*017 +lcl|igkv1s1*0177 +lcl|igkv1s10*0143 +lcl|igkv1s11*0195 +lcl|igkv1s12*0189 +lcl|igkv1s13*01135 +lcl|igkv1s14*0161 +lcl|igkv1s15*0158 +lcl|igkv1s16*0165 +lcl|igkv1s17*0157 +lcl|igkv1s18*0140 +lcl|igkv1s19*0197 +lcl|igkv1s2*0166 +lcl|igkv1s20*0152 +lcl|igkv1s21*0146 +lcl|igkv1s22*0164 +lcl|igkv1s23*01102 +lcl|igkv1s24*0150 +lcl|igkv1s25*0179 +lcl|igkv1s26*0156 +lcl|igkv1s27*0169 +lcl|igkv1s28*0167 +lcl|igkv1s29*0188 +lcl|igkv1s3*0168 +lcl|igkv1s30*0181 +lcl|igkv1s31*0178 +lcl|igkv1s32*0194 +lcl|igkv1s33*0192 +lcl|igkv1s34*0153 +lcl|igkv1s35*0170 +lcl|igkv1s36*0190 +lcl|igkv1s37*0139 +lcl|igkv1s39*0182 +lcl|igkv1s4*0160 +lcl|igkv1s40*0174 +lcl|igkv1s41*0148 +lcl|igkv1s42*0180 +lcl|igkv1s44*0155 +lcl|igkv1s45*0193 +lcl|igkv1s46*01100 +lcl|igkv1s47*0187 +lcl|igkv1s48*0186 +lcl|igkv1s49*0172 +lcl|igkv1s5*01101 +lcl|igkv1s50*0199 +lcl|igkv1s51*0171 +lcl|igkv1s52*0198 +lcl|igkv1s53*0145 +lcl|igkv1s54*0159 +lcl|igkv1s55*0154 +lcl|igkv1s56*0142 +lcl|igkv1s57*0144 +lcl|igkv1s58*01103 +lcl|igkv1s59*0147 +lcl|igkv1s6*0173 +lcl|igkv1s60*0176 +lcl|igkv1s61*0184 +lcl|igkv1s62*0149 +lcl|igkv1s63*0163 +lcl|igkv1s64*0141 +lcl|igkv1s65*0196 +lcl|igkv1s66*0185 +lcl|igkv1s67*0162 +lcl|igkv1s68*0151 +lcl|igkv1s7*0191 +lcl|igkv1s8*0175 +lcl|igkv1s9*0183 +lcl|iglv1s2*01106 +lcl|iglv1s3*01118 +lcl|iglv2s1*01122 +lcl|iglv2s2*01112 +lcl|iglv2s4*01137 +lcl|iglv3s1*01145 +lcl|iglv3s2*01119 +lcl|iglv3s3*01139 +lcl|iglv3s6*01111 +lcl|iglv3s7*01136 +lcl|iglv3s9*01123 +lcl|iglv4s2*01141 +lcl|iglv4s3*01120 +lcl|iglv4s4*01114 +lcl|iglv4s5*01138 +lcl|iglv4s6*01144 +lcl|iglv4s7*01142 +lcl|iglv5s1*01107 +lcl|iglv5s10*01117 +lcl|iglv5s2*01104 +lcl|iglv5s3*01116 +lcl|iglv5s5*01105 +lcl|iglv5s6*01109 +lcl|iglv5s7*01140 +lcl|iglv5s9*01108 +lcl|iglv6s1*01115 +lcl|iglv6s3*01110 +lcl|iglv6s4*01143 +lcl|iglv6s5*01121 +lcl|iglv6s6*01113 +lcl|iglv6s7*01124 diff --git a/database/igblast/internal_data/rabbit/rabbit_V.psi b/database/igblast/internal_data/rabbit/rabbit_V.psi new file mode 100644 index 000000000..cde6f4c05 Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.psi differ diff --git a/database/igblast/internal_data/rabbit/rabbit_V.psq b/database/igblast/internal_data/rabbit/rabbit_V.psq new file mode 100644 index 000000000..8bd2320cf Binary files /dev/null and b/database/igblast/internal_data/rabbit/rabbit_V.psq differ diff --git a/database/igblast/internal_data/rat/rat.ndm.imgt b/database/igblast/internal_data/rat/rat.ndm.imgt new file mode 100644 index 000000000..01f568bbd --- /dev/null +++ b/database/igblast/internal_data/rat/rat.ndm.imgt @@ -0,0 +1,282 @@ +IGHV10S13*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV10S16*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV10S5*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV10S8*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV10S9*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV11S1*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV11S10*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV11S2*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV11S3*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV11S7*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV11S8*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV12S2*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV1S13*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S15*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S16*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S17*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S2*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S20*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S22*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S23*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S27*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S28*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S29*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S31*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S32*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S38*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S39*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S40*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S41*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S45*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S47*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S48*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S51*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S57*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S6*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S60*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S62*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S66*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S67*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV1S9*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV2S1*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S10*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S12*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S13*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S14*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S18*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S20*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S29*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S30*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S31*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S33*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S35*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S40*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S41*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S46*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S48*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S5*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S54*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S56*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S57*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S58*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S61*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S63*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S70*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S72*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S75*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S78*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S8*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S80*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S84*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S85*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S88*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S89*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S92*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S94*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S97*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV2S98*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3S1*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV3S3*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV3S5*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV3S7*01 1 75 76 102 103 153 154 174 175 288 VH 0 +IGHV4S1*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV4S2*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S10*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S11*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S13*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S14*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S16*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S2*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S23*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S24*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S27*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S29*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S30*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S32*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S36*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S43*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S45*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S47*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S50*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S54*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S57*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S58*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S64*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S65*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S7*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV5S74*01 1 75 76 99 100 150 151 171 172 285 VH 0 +IGHV5S8*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV6S10*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV6S11*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV6S14*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV6S17*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV6S18*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV6S19*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV6S3*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV6S6*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV7S1*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV7S13*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV7S15*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV7S16*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV7S4*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV7S5*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV7S6*01 1 75 76 99 100 150 151 180 181 294 VH 0 +IGHV8S10*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S11*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S12*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S13*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S15*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S16*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S18*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S2*01 1 75 76 105 106 156 157 174 175 288 VH 0 +IGHV8S6*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV8S7*01 1 75 76 105 106 156 157 177 178 291 VH 0 +IGHV9S3*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV9S4*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV9S6*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV9S8*01 1 75 76 99 100 150 151 174 175 288 VH 0 +IGKV10S11*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV10S12*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV10S5*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV10S6*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV10S9*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S11*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S12*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S14*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S16*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S17*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S20*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S22*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S24*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S25*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S26*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S29*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S30*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S31*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S32*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S34*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S36*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S38*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S39*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S5*01 1 78 79 96 97 144 145 153 154 261 VK 0 +IGKV12S7*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S8*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV12S9*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S13*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S14*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S15*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S16*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S18*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S19*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S22*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S4*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S8*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV14S9*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV15S2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV15S4*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV16S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV17S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV18S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV19S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV19S2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV1S1*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S12*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S14*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S18*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S19*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S21*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S22*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S23*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S25*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S26*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S27*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S28*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S29*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S30*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S31*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S34*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S42*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S5*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S7*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV1S8*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV20S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV21S2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV21S3*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV22S1*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV22S2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV22S4*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV22S6*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV22S7*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV22S9*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV2S11*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S16*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S17*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S23*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S25*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S26*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S27*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S3*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S6*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV2S9*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV3S1*01 1 75 76 105 106 156 157 165 166 273 VK 0 +IGKV3S10*01 1 75 76 93 94 144 145 153 154 261 VK 0 +IGKV3S11*01 1 75 76 93 94 144 145 153 154 261 VK 0 +IGKV3S13*01 1 75 76 105 106 156 157 165 166 273 VK 0 +IGKV3S17*01 1 78 79 108 109 159 160 168 169 276 VK 0 +IGKV3S18*01 1 75 76 105 106 156 157 165 166 273 VK 0 +IGKV3S19*01 1 75 76 105 106 156 157 165 166 273 VK 0 +IGKV3S5*01 1 75 76 93 94 144 145 153 154 261 VK 0 +IGKV3S6*01 1 75 76 93 94 144 145 153 154 261 VK 0 +IGKV3S8*01 1 75 76 93 94 144 145 153 154 261 VK 0 +IGKV3S9*01 1 75 76 93 94 144 145 153 154 261 VK 0 +IGKV4S10*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S11*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S12*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S13*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S14*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S15*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S16*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S18*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S19*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S2*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S20*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S21*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV4S3*01 1 78 79 99 100 150 151 159 160 267 VK 0 +IGKV4S4*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S5*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S6*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S7*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV4S8*01 1 78 79 93 94 141 142 150 151 258 VK 0 +IGKV4S9*01 1 78 79 93 94 144 145 153 154 261 VK 0 +IGKV5S10*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV5S12*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV5S2*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV5S5*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV5S6*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6S10*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6S11*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6S4*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6S5*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6S7*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6S8*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV6S9*01 1 78 79 96 97 147 148 156 157 264 VK 0 +IGKV7S1*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV8S10*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV8S11*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV8S4*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV8S5*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV8S6*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV8S7*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV8S9*01 1 78 79 114 115 165 166 174 175 282 VK 0 +IGKV9S1*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGKV9S2*01 1 78 79 111 112 162 163 171 172 279 VK 0 +IGLV1S1*01 1 75 76 102 103 153 154 162 163 270 VL 0 +IGLV2S1*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV3S1*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV3S2*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV3S3*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV3S4*01 1 75 76 99 100 150 151 159 160 273 VL 0 +IGLV3S5*01 1 75 76 99 100 150 151 159 160 273 VL 0 diff --git a/database/igblast/internal_data/rat/rat.ndm.kabat b/database/igblast/internal_data/rat/rat.ndm.kabat new file mode 100644 index 000000000..5a9d37706 --- /dev/null +++ b/database/igblast/internal_data/rat/rat.ndm.kabat @@ -0,0 +1,283 @@ +IGKV1S18*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV8S7*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV10S5*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S7*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV2S25*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV4S12*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV22S6*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3S9*01 1 66 67 99 100 144 145 165 166 261 VK 0 +IGKV14S15*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S31*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S25*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV6S5*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S21*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV4S15*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV10S6*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S20*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV2S17*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV8S5*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV3S17*01 1 69 70 114 115 159 160 180 181 276 VK 0 +IGKV12S36*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV20S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3S8*01 1 66 67 99 100 144 145 165 166 261 VK 0 +IGKV4S7*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV14S13*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV5S5*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S9*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S13*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV21S2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV5S2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV10S12*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S8*01 1 69 70 99 100 141 142 162 163 258 VK 0 +IGKV12S11*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S17*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV5S12*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV6S9*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S12*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV14S2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S5*01 1 69 70 102 103 144 145 165 166 261 VK 0 +IGKV4S19*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV2S23*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV1S34*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV3S11*01 1 66 67 99 100 144 145 165 166 261 VK 0 +IGKV4S16*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV2S16*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV6S7*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S4*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV12S24*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV2S3*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV1S26*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV3S13*01 1 66 67 111 112 156 157 177 178 273 VK 0 +IGKV14S8*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S14*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV6S4*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S22*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV14S16*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S3*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV2S9*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV6S11*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S28*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV3S5*01 1 66 67 99 100 144 145 165 166 261 VK 0 +IGKV1S27*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV4S10*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV9S1*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV8S9*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV19S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S8*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV1S1*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV5S10*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S31*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV6S8*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV14S19*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S25*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV22S4*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S42*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV14S9*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3S10*01 1 66 67 99 100 144 145 165 166 261 VK 0 +IGKV4S5*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV22S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S30*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV8S11*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV17S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV16S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV15S2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S29*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV3S19*01 1 66 67 111 112 156 157 177 178 273 VK 0 +IGKV12S14*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV8S6*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV14S4*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S29*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV2S11*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV12S22*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S12*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV3S18*01 1 66 67 111 112 156 157 177 178 273 VK 0 +IGKV14S22*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S7*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV15S4*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S20*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S8*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S2*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV9S2*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV4S14*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV3S1*01 1 66 67 111 112 156 157 177 178 273 VK 0 +IGKV12S16*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S39*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S6*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV8S4*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV14S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV22S2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV10S9*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV22S7*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV5S6*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV6S10*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S18*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV18S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S26*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV2S6*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV12S34*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S9*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV12S30*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S19*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV14S14*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV10S11*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S32*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV2S27*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV14S18*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV22S9*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV4S21*01 1 69 70 105 106 150 151 171 172 267 VK 0 +IGKV2S26*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV7S1*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV4S11*01 1 69 70 99 100 144 145 165 166 261 VK 0 +IGKV3S6*01 1 66 67 99 100 144 145 165 166 261 VK 0 +IGKV12S38*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S5*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV8S10*01 1 69 70 120 121 165 166 186 187 282 VK 0 +IGKV19S2*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV1S23*01 1 69 70 117 118 162 163 183 184 279 VK 0 +IGKV21S3*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGKV12S1*01 1 69 70 102 103 147 148 168 169 264 VK 0 +IGLV3S4*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV3S3*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV3S5*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV3S2*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV1S1*01 1 66 67 108 109 153 154 174 175 270 VL 0 +IGLV3S1*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGLV2S1*01 1 66 67 105 106 150 151 171 172 273 VL 0 +IGHV1S2*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV10S13*01 1 90 91 105 106 147 148 204 205 297 VH 0 +IGHV1S31*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S30*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S5*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S16*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV6S10*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV6S11*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV11S10*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV4S1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S48*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV11S2*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S54*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S13*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV8S10*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV2S18*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S27*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S35*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S14*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV10S5*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV2S14*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S13*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S70*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S75*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S51*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S33*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV9S8*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S58*01 1 90 91 111 112 147 148 195 196 294 VH 0 +IGHV6S3*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV1S27*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV8S15*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV6S19*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV5S32*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S45*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3S5*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV1S62*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV8S6*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV6S14*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV5S58*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3S1*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S64*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S7*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S57*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV10S16*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV10S9*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV5S23*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S74*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S29*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S10*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV11S12*01 1 90 91 105 106 147 148 177 178 273 VH 0 +IGHV9S4*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV8S13*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV5S65*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV10S8*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV1S15*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S39*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV8S2*01 1 90 91 111 112 153 154 198 199 294 VH 0 +IGHV9S6*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S32*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV8S18*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV11S7*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S20*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV11S8*01 1 90 91 105 106 147 148 198 199 291 VH 0 +IGHV7S5*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV3S3*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV2S54*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S66*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S40*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV9S3*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S41*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S48*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S84*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S30*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S88*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S56*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV6S18*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV1S23*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S28*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S61*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S6*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV11S1*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV4S2*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S47*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV12S2*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV1S29*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S9*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3S7*01 1 90 91 108 109 150 151 198 199 294 VH 0 +IGHV5S47*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S8*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S78*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S1*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S40*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S29*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S11*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S85*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S57*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S60*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV8S12*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV1S22*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7S15*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV5S8*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S12*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S92*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S80*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S20*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7S4*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV2S63*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV7S13*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV5S16*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S43*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S67*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV7S1*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV5S57*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S50*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S72*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV8S7*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV7S16*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV6S6*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV2S98*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV7S6*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV2S97*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV2S94*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S45*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S38*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV8S11*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV8S16*01 1 90 91 111 112 153 154 201 202 297 VH 0 +IGHV6S17*01 1 90 91 105 106 147 148 204 205 300 VH 0 +IGHV2S46*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV1S17*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S36*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S13*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV2S89*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV5S24*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S10*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV1S41*01 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV5S2*01 1 90 91 105 106 147 148 198 199 297 VH 0 +IGHV2S31*01 1 90 91 105 106 147 148 195 196 291 VH 0 +IGHV11S3*01 1 90 91 105 106 147 148 198 199 294 VH 0 diff --git a/database/igblast/internal_data/rat/rat.pdm.imgt b/database/igblast/internal_data/rat/rat.pdm.imgt new file mode 100644 index 000000000..b2e391dd5 --- /dev/null +++ b/database/igblast/internal_data/rat/rat.pdm.imgt @@ -0,0 +1,282 @@ +IGHV10S13*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV10S16*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV10S5*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV10S8*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV10S9*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV11S1*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV11S10*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV11S2*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV11S3*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV11S7*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV11S8*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV12S2*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV1S13*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S15*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S16*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S17*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S2*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S20*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S22*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S23*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S27*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S28*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S29*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S31*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S32*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S38*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S39*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S40*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S41*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S45*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S47*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S48*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S51*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S57*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S6*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S60*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S62*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S66*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S67*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV1S9*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV2S1*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S10*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S12*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S13*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S14*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S18*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S20*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S29*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S30*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S31*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S33*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S35*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S40*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S41*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S46*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S48*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S5*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S54*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S56*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S57*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S58*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S61*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S63*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S70*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S72*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S75*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S78*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S8*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S80*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S84*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S85*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S88*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S89*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S92*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S94*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S97*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV2S98*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3S1*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV3S3*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV3S5*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV3S7*01 1 25 26 34 35 51 52 58 59 96 VH 0 +IGHV4S1*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV4S2*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S10*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S11*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S13*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S14*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S16*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S2*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S23*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S24*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S27*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S29*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S30*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S32*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S36*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S43*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S45*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S47*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S50*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S54*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S57*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S58*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S64*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S65*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S7*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV5S74*01 1 25 26 33 34 50 51 57 58 95 VH 0 +IGHV5S8*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV6S10*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV6S11*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV6S14*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV6S17*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV6S18*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV6S19*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV6S3*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV6S6*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV7S1*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV7S13*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV7S15*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV7S16*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV7S4*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV7S5*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV7S6*01 1 25 26 33 34 50 51 60 61 98 VH 0 +IGHV8S10*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S11*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S12*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S13*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S15*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S16*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S18*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S2*01 1 25 26 35 36 52 53 58 59 96 VH 0 +IGHV8S6*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV8S7*01 1 25 26 35 36 52 53 59 60 97 VH 0 +IGHV9S3*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV9S4*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV9S6*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV9S8*01 1 25 26 33 34 50 51 58 59 96 VH 0 +IGKV10S11*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV10S12*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV10S5*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV10S6*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV10S9*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S11*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S12*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S14*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S16*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S17*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S20*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S22*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S24*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S25*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S26*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S29*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S30*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S31*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S32*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S34*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S36*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S38*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S39*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S5*01 1 26 27 32 33 48 49 51 52 87 VK 0 +IGKV12S7*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S8*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV12S9*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S13*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S14*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S15*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S16*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S18*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S19*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S22*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S4*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S8*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV14S9*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV15S2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV15S4*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV16S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV17S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV18S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV19S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV19S2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV1S1*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S12*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S14*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S18*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S19*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S21*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S22*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S23*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S25*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S26*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S27*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S28*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S29*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S30*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S31*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S34*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S42*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S5*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S7*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV1S8*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV20S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV21S2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV21S3*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV22S1*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV22S2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV22S4*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV22S6*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV22S7*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV22S9*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV2S11*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S16*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S17*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S23*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S25*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S26*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S27*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S3*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S6*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV2S9*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV3S1*01 1 25 26 35 36 52 53 55 56 91 VK 0 +IGKV3S10*01 1 25 26 31 32 48 49 51 52 87 VK 0 +IGKV3S11*01 1 25 26 31 32 48 49 51 52 87 VK 0 +IGKV3S13*01 1 25 26 35 36 52 53 55 56 91 VK 0 +IGKV3S17*01 1 26 27 36 37 53 54 56 57 92 VK 0 +IGKV3S18*01 1 25 26 35 36 52 53 55 56 91 VK 0 +IGKV3S19*01 1 25 26 35 36 52 53 55 56 91 VK 0 +IGKV3S5*01 1 25 26 31 32 48 49 51 52 87 VK 0 +IGKV3S6*01 1 25 26 31 32 48 49 51 52 87 VK 0 +IGKV3S8*01 1 25 26 31 32 48 49 51 52 87 VK 0 +IGKV3S9*01 1 25 26 31 32 48 49 51 52 87 VK 0 +IGKV4S10*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S11*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S12*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S13*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S14*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S15*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S16*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S18*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S19*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S2*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S20*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S21*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV4S3*01 1 26 27 33 34 50 51 53 54 89 VK 0 +IGKV4S4*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S5*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S6*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S7*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV4S8*01 1 26 27 31 32 47 48 50 51 86 VK 0 +IGKV4S9*01 1 26 27 31 32 48 49 51 52 87 VK 0 +IGKV5S10*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV5S12*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV5S2*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV5S5*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV5S6*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6S10*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6S11*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6S4*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6S5*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6S7*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6S8*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV6S9*01 1 26 27 32 33 49 50 52 53 88 VK 0 +IGKV7S1*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV8S10*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV8S11*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV8S4*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV8S5*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV8S6*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV8S7*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV8S9*01 1 26 27 38 39 55 56 58 59 94 VK 0 +IGKV9S1*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGKV9S2*01 1 26 27 37 38 54 55 57 58 93 VK 0 +IGLV1S1*01 1 25 26 34 35 51 52 54 55 90 VL 0 +IGLV2S1*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV3S1*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV3S2*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV3S3*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV3S4*01 1 25 26 33 34 50 51 53 54 91 VL 0 +IGLV3S5*01 1 25 26 33 34 50 51 53 54 91 VL 0 diff --git a/database/igblast/internal_data/rat/rat.pdm.kabat b/database/igblast/internal_data/rat/rat.pdm.kabat new file mode 100644 index 000000000..235f344ef --- /dev/null +++ b/database/igblast/internal_data/rat/rat.pdm.kabat @@ -0,0 +1,283 @@ +IGKV1S18*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV8S7*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV10S5*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S7*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV2S25*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV4S12*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV22S6*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3S9*01 1 22 23 33 34 48 49 55 56 87 VK 0 +IGKV14S15*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S31*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S25*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV6S5*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S21*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV4S15*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV10S6*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S20*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV2S17*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV8S5*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV3S17*01 1 23 24 38 39 53 54 60 61 92 VK 0 +IGKV12S36*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV20S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3S8*01 1 22 23 33 34 48 49 55 56 87 VK 0 +IGKV4S7*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV14S13*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV5S5*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S9*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S13*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV21S2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV5S2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV10S12*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S8*01 1 23 24 33 34 47 48 54 55 86 VK 0 +IGKV12S11*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S17*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV5S12*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV6S9*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S12*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV14S2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S5*01 1 23 24 34 35 48 49 55 56 87 VK 0 +IGKV4S19*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV2S23*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV1S34*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV3S11*01 1 22 23 33 34 48 49 55 56 87 VK 0 +IGKV4S16*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV2S16*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV6S7*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S4*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV12S24*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV2S3*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV1S26*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV3S13*01 1 22 23 37 38 52 53 59 60 91 VK 0 +IGKV14S8*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S14*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV6S4*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S22*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV14S16*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S3*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV2S9*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV6S11*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S28*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV3S5*01 1 22 23 33 34 48 49 55 56 87 VK 0 +IGKV1S27*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV4S10*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV9S1*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV8S9*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV19S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S8*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV1S1*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV5S10*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S31*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV6S8*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV14S19*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S25*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV22S4*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S42*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV14S9*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3S10*01 1 22 23 33 34 48 49 55 56 87 VK 0 +IGKV4S5*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV22S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S30*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV8S11*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV17S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV16S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV15S2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S29*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV3S19*01 1 22 23 37 38 52 53 59 60 91 VK 0 +IGKV12S14*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV8S6*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV14S4*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S29*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV2S11*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV12S22*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S12*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV3S18*01 1 22 23 37 38 52 53 59 60 91 VK 0 +IGKV14S22*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S7*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV15S4*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S20*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S8*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S2*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV9S2*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV4S14*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV3S1*01 1 22 23 37 38 52 53 59 60 91 VK 0 +IGKV12S16*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S39*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S6*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV8S4*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV14S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV22S2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV10S9*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV22S7*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV5S6*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV6S10*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S18*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV18S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S26*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV2S6*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV12S34*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S9*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV12S30*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S19*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV14S14*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV10S11*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S32*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV2S27*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV14S18*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV22S9*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV4S21*01 1 23 24 35 36 50 51 57 58 89 VK 0 +IGKV2S26*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV7S1*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV4S11*01 1 23 24 33 34 48 49 55 56 87 VK 0 +IGKV3S6*01 1 22 23 33 34 48 49 55 56 87 VK 0 +IGKV12S38*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S5*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV8S10*01 1 23 24 40 41 55 56 62 63 94 VK 0 +IGKV19S2*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV1S23*01 1 23 24 39 40 54 55 61 62 93 VK 0 +IGKV21S3*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGKV12S1*01 1 23 24 34 35 49 50 56 57 88 VK 0 +IGLV3S4*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV3S3*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV3S5*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV3S2*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV1S1*01 1 22 23 36 37 51 52 58 59 90 VL 0 +IGLV3S1*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGLV2S1*01 1 22 23 35 36 50 51 57 58 91 VL 0 +IGHV1S2*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV10S13*01 1 30 31 35 36 49 50 68 69 99 VH 0 +IGHV1S31*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S30*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S5*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S16*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV6S10*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV6S11*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV11S10*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV4S1*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S48*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV11S2*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S54*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S13*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV8S10*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV2S18*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S27*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S35*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S14*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV10S5*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV2S14*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S13*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S70*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S75*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S51*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S33*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV9S8*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S58*01 1 30 31 37 38 49 50 65 66 98 VH 0 +IGHV6S3*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV1S27*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV8S15*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV6S19*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV5S32*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S45*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3S5*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV1S62*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV8S6*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV6S14*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV5S58*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3S1*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S64*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S7*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S57*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV10S16*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV10S9*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV5S23*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S74*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S29*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S10*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV11S12*01 1 30 31 35 36 49 50 59 60 91 VH 0 +IGHV9S4*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV8S13*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV5S65*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV10S8*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV1S15*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S39*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV8S2*01 1 30 31 37 38 51 52 66 67 98 VH 0 +IGHV9S6*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S32*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV8S18*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV11S7*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S20*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV11S8*01 1 30 31 35 36 49 50 66 67 97 VH 0 +IGHV7S5*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV3S3*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV2S54*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S66*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S40*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV9S3*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S41*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S48*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S84*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S30*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S88*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S56*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV6S18*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV1S23*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S28*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S61*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S6*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV11S1*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV4S2*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S47*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV12S2*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV1S29*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S9*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3S7*01 1 30 31 36 37 50 51 66 67 98 VH 0 +IGHV5S47*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S8*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S78*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S1*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S40*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S29*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S11*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S85*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S57*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S60*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV8S12*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV1S22*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7S15*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV5S8*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S12*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S92*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S80*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S20*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7S4*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV2S63*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV7S13*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV5S16*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S43*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S67*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV7S1*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV5S57*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S50*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S72*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV8S7*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV7S16*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV6S6*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV2S98*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV7S6*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV2S97*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV2S94*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S45*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S38*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV8S11*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV8S16*01 1 30 31 37 38 51 52 67 68 99 VH 0 +IGHV6S17*01 1 30 31 35 36 49 50 68 69 100 VH 0 +IGHV2S46*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV1S17*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S36*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S13*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV2S89*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV5S24*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S10*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV1S41*01 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV5S2*01 1 30 31 35 36 49 50 66 67 99 VH 0 +IGHV2S31*01 1 30 31 35 36 49 50 65 66 97 VH 0 +IGHV11S3*01 1 30 31 35 36 49 50 66 67 98 VH 0 diff --git a/database/igblast/internal_data/rat/rat_V.nhr b/database/igblast/internal_data/rat/rat_V.nhr new file mode 100644 index 000000000..7871a2e96 Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.nhr differ diff --git a/database/igblast/internal_data/rat/rat_V.nin b/database/igblast/internal_data/rat/rat_V.nin new file mode 100644 index 000000000..1ce42a7ac Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.nin differ diff --git a/database/igblast/internal_data/rat/rat_V.nog b/database/igblast/internal_data/rat/rat_V.nog new file mode 100644 index 000000000..afe40fe6b Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.nog differ diff --git a/database/igblast/internal_data/rat/rat_V.nsd b/database/igblast/internal_data/rat/rat_V.nsd new file mode 100644 index 000000000..beac2c208 --- /dev/null +++ b/database/igblast/internal_data/rat/rat_V.nsd @@ -0,0 +1,756 @@ +ighv10s10*01324 +ighv10s12*01298 +ighv10s13*011 +ighv10s14*01335 +ighv10s15*01293 +ighv10s16*0143 +ighv10s17*01332 +ighv10s19*01334 +ighv10s2*01331 +ighv10s3*01327 +ighv10s4*01299 +ighv10s5*0119 +ighv10s6*01319 +ighv10s7*01326 +ighv10s8*0153 +ighv10s9*0144 +ighv11s1*0180 +ighv11s10*018 +ighv11s12*0149 +ighv11s2*0111 +ighv11s3*01139 +ighv11s4*01347 +ighv11s5*01325 +ighv11s6*01307 +ighv11s7*0160 +ighv11s8*0162 +ighv11s9*01330 +ighv12s1*01310 +ighv12s2*0183 +ighv15s1*01320 +ighv1s10*01303 +ighv1s11*01356 +ighv1s13*01131 +ighv1s14*01350 +ighv1s15*0154 +ighv1s16*015 +ighv1s17*01129 +ighv1s2*010 +ighv1s20*01104 +ighv1s21*01301 +ighv1s22*0198 +ighv1s23*0176 +ighv1s24*01309 +ighv1s27*0129 +ighv1s28*0177 +ighv1s29*0184 +ighv1s31*012 +ighv1s32*0158 +ighv1s34*01291 +ighv1s36*01321 +ighv1s38*01124 +ighv1s39*0155 +ighv1s40*0167 +ighv1s41*01135 +ighv1s42*01289 +ighv1s45*0133 +ighv1s47*0182 +ighv1s48*0110 +ighv1s50*01317 +ighv1s51*0124 +ighv1s53*01296 +ighv1s55*01300 +ighv1s56*01337 +ighv1s57*0142 +ighv1s59*01333 +ighv1s6*0179 +ighv1s60*0196 +ighv1s61*01318 +ighv1s62*0135 +ighv1s63*01297 +ighv1s64*01311 +ighv1s65*01354 +ighv1s66*0166 +ighv1s67*01110 +ighv1s9*0185 +ighv2s1*0190 +ighv2s10*0148 +ighv2s12*01101 +ighv2s13*0113 +ighv2s14*0120 +ighv2s18*0115 +ighv2s20*0161 +ighv2s22*01340 +ighv2s24*01344 +ighv2s27*01288 +ighv2s29*0147 +ighv2s30*013 +ighv2s31*01137 +ighv2s33*0125 +ighv2s35*0117 +ighv2s38*01352 +ighv2s40*0191 +ighv2s41*0169 +ighv2s46*01128 +ighv2s48*0170 +ighv2s5*014 +ighv2s50*01292 +ighv2s54*0165 +ighv2s56*0174 +ighv2s57*0195 +ighv2s58*0127 +ighv2s59*01304 +ighv2s61*0178 +ighv2s63*01106 +ighv2s64*01138 +ighv2s70*0122 +ighv2s72*01115 +ighv2s75*0123 +ighv2s78*0189 +ighv2s79*01302 +ighv2s8*0188 +ighv2s80*01103 +ighv2s82*01111 +ighv2s84*0171 +ighv2s85*0194 +ighv2s87*01338 +ighv2s88*0173 +ighv2s89*01132 +ighv2s92*01102 +ighv2s94*01122 +ighv2s97*01121 +ighv2s98*01119 +ighv2s99*01313 +ighv3s1*0139 +ighv3s2*01316 +ighv3s3*0164 +ighv3s4*01329 +ighv3s5*0134 +ighv3s6*01306 +ighv3s7*0186 +ighv3s8*01336 +ighv4s1*019 +ighv4s2*0181 +ighv4s4*01343 +ighv5s10*01134 +ighv5s11*0193 +ighv5s12*01322 +ighv5s13*0121 +ighv5s14*0118 +ighv5s15*01339 +ighv5s16*01108 +ighv5s2*01136 +ighv5s23*0145 +ighv5s24*01133 +ighv5s26*01305 +ighv5s27*0116 +ighv5s28*01341 +ighv5s29*0192 +ighv5s30*0172 +ighv5s32*0132 +ighv5s33*01342 +ighv5s36*01130 +ighv5s43*01109 +ighv5s45*01123 +ighv5s46*01349 +ighv5s47*0187 +ighv5s49*01315 +ighv5s50*01114 +ighv5s52*01308 +ighv5s54*0112 +ighv5s55*01314 +ighv5s57*01113 +ighv5s58*0138 +ighv5s64*0140 +ighv5s65*0152 +ighv5s66*01345 +ighv5s7*0141 +ighv5s72*01295 +ighv5s73*01328 +ighv5s74*0146 +ighv5s8*01100 +ighv6s10*016 +ighv6s11*017 +ighv6s14*0137 +ighv6s16*01355 +ighv6s17*01127 +ighv6s18*0175 +ighv6s19*0131 +ighv6s20*01346 +ighv6s3*0128 +ighv6s6*01118 +ighv6s7*01294 +ighv6s8*01290 +ighv6s9*01323 +ighv7s1*01112 +ighv7s10*01353 +ighv7s13*01107 +ighv7s15*0199 +ighv7s16*01117 +ighv7s4*01105 +ighv7s5*0163 +ighv7s6*01120 +ighv7s8*01351 +ighv8s10*0114 +ighv8s11*01125 +ighv8s12*0197 +ighv8s13*0151 +ighv8s15*0130 +ighv8s16*01126 +ighv8s18*0159 +ighv8s2*0156 +ighv8s6*0136 +ighv8s7*01116 +ighv9s3*0168 +ighv9s4*0150 +ighv9s5*01348 +ighv9s6*0157 +ighv9s7*01312 +ighv9s8*0126 +igkv10s11*01263 +igkv10s12*01170 +igkv10s5*01142 +igkv10s6*01155 +igkv10s9*01250 +igkv12s1*01280 +igkv12s11*01172 +igkv12s12*01176 +igkv12s14*01227 +igkv12s16*01244 +igkv12s17*01173 +igkv12s20*01238 +igkv12s22*01232 +igkv12s24*01188 +igkv12s25*01150 +igkv12s26*01256 +igkv12s27*01371 +igkv12s28*01377 +igkv12s29*01225 +igkv12s30*01260 +igkv12s31*01149 +igkv12s32*01265 +igkv12s34*01258 +igkv12s36*01160 +igkv12s38*01274 +igkv12s39*01245 +igkv12s5*01178 +igkv12s7*01143 +igkv12s8*01239 +igkv12s9*01166 +igkv13s7*01375 +igkv14s1*01248 +igkv14s13*01164 +igkv14s14*01262 +igkv14s15*01148 +igkv14s16*01196 +igkv14s18*01267 +igkv14s19*01212 +igkv14s2*01177 +igkv14s22*01235 +igkv14s4*01229 +igkv14s8*01192 +igkv14s9*01216 +igkv15s2*01224 +igkv15s3*01368 +igkv15s4*01237 +igkv16s1*01223 +igkv16s2*01373 +igkv17s1*01222 +igkv18s1*01255 +igkv19s1*01206 +igkv19s2*01277 +igkv1s1*01208 +igkv1s12*01233 +igkv1s14*01193 +igkv1s15*01365 +igkv1s18*01140 +igkv1s19*01261 +igkv1s21*01152 +igkv1s22*01195 +igkv1s23*01278 +igkv1s24*01180 +igkv1s25*01213 +igkv1s26*01190 +igkv1s27*01202 +igkv1s28*01200 +igkv1s29*01230 +igkv1s30*01220 +igkv1s31*01210 +igkv1s34*01182 +igkv1s42*01215 +igkv1s5*01275 +igkv1s7*01236 +igkv1s8*01207 +igkv20s1*01161 +igkv21s2*01168 +igkv21s3*01279 +igkv22s1*01219 +igkv22s2*01249 +igkv22s4*01214 +igkv22s5*01264 +igkv22s6*01146 +igkv22s7*01251 +igkv22s8*01369 +igkv22s9*01268 +igkv2s11*01231 +igkv2s16*01185 +igkv2s17*01157 +igkv2s20*01364 +igkv2s21*01357 +igkv2s22*01376 +igkv2s23*01181 +igkv2s24*01358 +igkv2s25*01144 +igkv2s26*01270 +igkv2s27*01266 +igkv2s3*01189 +igkv2s6*01257 +igkv2s9*01198 +igkv3s1*01243 +igkv3s10*01217 +igkv3s11*01183 +igkv3s12*01367 +igkv3s13*01191 +igkv3s14*01359 +igkv3s15*01361 +igkv3s17*01159 +igkv3s18*01234 +igkv3s19*01226 +igkv3s5*01201 +igkv3s6*01273 +igkv3s7*01374 +igkv3s8*01162 +igkv3s9*01147 +igkv4s10*01203 +igkv4s11*01272 +igkv4s12*01145 +igkv4s13*01167 +igkv4s14*01242 +igkv4s15*01153 +igkv4s16*01184 +igkv4s18*01254 +igkv4s19*01179 +igkv4s2*01240 +igkv4s20*01156 +igkv4s21*01269 +igkv4s3*01197 +igkv4s4*01187 +igkv4s5*01218 +igkv4s6*01246 +igkv4s7*01163 +igkv4s8*01171 +igkv4s9*01259 +igkv5s1*01372 +igkv5s10*01209 +igkv5s12*01174 +igkv5s2*01169 +igkv5s4*01362 +igkv5s5*01165 +igkv5s6*01252 +igkv6s10*01253 +igkv6s11*01199 +igkv6s2*01366 +igkv6s3*01363 +igkv6s4*01194 +igkv6s5*01151 +igkv6s6*01360 +igkv6s7*01186 +igkv6s8*01211 +igkv6s9*01175 +igkv7s1*01271 +igkv8s10*01276 +igkv8s11*01221 +igkv8s2*01370 +igkv8s4*01247 +igkv8s5*01158 +igkv8s6*01228 +igkv8s7*01141 +igkv8s8*01154 +igkv8s9*01205 +igkv9s1*01204 +igkv9s2*01241 +iglv1s1*01285 +iglv2s1*01287 +iglv3s1*01286 +iglv3s2*01284 +iglv3s3*01282 +iglv3s4*01281 +iglv3s5*01283 +lcl|ighv10s10*01324 +lcl|ighv10s12*01298 +lcl|ighv10s13*011 +lcl|ighv10s14*01335 +lcl|ighv10s15*01293 +lcl|ighv10s16*0143 +lcl|ighv10s17*01332 +lcl|ighv10s19*01334 +lcl|ighv10s2*01331 +lcl|ighv10s3*01327 +lcl|ighv10s4*01299 +lcl|ighv10s5*0119 +lcl|ighv10s6*01319 +lcl|ighv10s7*01326 +lcl|ighv10s8*0153 +lcl|ighv10s9*0144 +lcl|ighv11s1*0180 +lcl|ighv11s10*018 +lcl|ighv11s12*0149 +lcl|ighv11s2*0111 +lcl|ighv11s3*01139 +lcl|ighv11s4*01347 +lcl|ighv11s5*01325 +lcl|ighv11s6*01307 +lcl|ighv11s7*0160 +lcl|ighv11s8*0162 +lcl|ighv11s9*01330 +lcl|ighv12s1*01310 +lcl|ighv12s2*0183 +lcl|ighv15s1*01320 +lcl|ighv1s10*01303 +lcl|ighv1s11*01356 +lcl|ighv1s13*01131 +lcl|ighv1s14*01350 +lcl|ighv1s15*0154 +lcl|ighv1s16*015 +lcl|ighv1s17*01129 +lcl|ighv1s2*010 +lcl|ighv1s20*01104 +lcl|ighv1s21*01301 +lcl|ighv1s22*0198 +lcl|ighv1s23*0176 +lcl|ighv1s24*01309 +lcl|ighv1s27*0129 +lcl|ighv1s28*0177 +lcl|ighv1s29*0184 +lcl|ighv1s31*012 +lcl|ighv1s32*0158 +lcl|ighv1s34*01291 +lcl|ighv1s36*01321 +lcl|ighv1s38*01124 +lcl|ighv1s39*0155 +lcl|ighv1s40*0167 +lcl|ighv1s41*01135 +lcl|ighv1s42*01289 +lcl|ighv1s45*0133 +lcl|ighv1s47*0182 +lcl|ighv1s48*0110 +lcl|ighv1s50*01317 +lcl|ighv1s51*0124 +lcl|ighv1s53*01296 +lcl|ighv1s55*01300 +lcl|ighv1s56*01337 +lcl|ighv1s57*0142 +lcl|ighv1s59*01333 +lcl|ighv1s6*0179 +lcl|ighv1s60*0196 +lcl|ighv1s61*01318 +lcl|ighv1s62*0135 +lcl|ighv1s63*01297 +lcl|ighv1s64*01311 +lcl|ighv1s65*01354 +lcl|ighv1s66*0166 +lcl|ighv1s67*01110 +lcl|ighv1s9*0185 +lcl|ighv2s1*0190 +lcl|ighv2s10*0148 +lcl|ighv2s12*01101 +lcl|ighv2s13*0113 +lcl|ighv2s14*0120 +lcl|ighv2s18*0115 +lcl|ighv2s20*0161 +lcl|ighv2s22*01340 +lcl|ighv2s24*01344 +lcl|ighv2s27*01288 +lcl|ighv2s29*0147 +lcl|ighv2s30*013 +lcl|ighv2s31*01137 +lcl|ighv2s33*0125 +lcl|ighv2s35*0117 +lcl|ighv2s38*01352 +lcl|ighv2s40*0191 +lcl|ighv2s41*0169 +lcl|ighv2s46*01128 +lcl|ighv2s48*0170 +lcl|ighv2s5*014 +lcl|ighv2s50*01292 +lcl|ighv2s54*0165 +lcl|ighv2s56*0174 +lcl|ighv2s57*0195 +lcl|ighv2s58*0127 +lcl|ighv2s59*01304 +lcl|ighv2s61*0178 +lcl|ighv2s63*01106 +lcl|ighv2s64*01138 +lcl|ighv2s70*0122 +lcl|ighv2s72*01115 +lcl|ighv2s75*0123 +lcl|ighv2s78*0189 +lcl|ighv2s79*01302 +lcl|ighv2s8*0188 +lcl|ighv2s80*01103 +lcl|ighv2s82*01111 +lcl|ighv2s84*0171 +lcl|ighv2s85*0194 +lcl|ighv2s87*01338 +lcl|ighv2s88*0173 +lcl|ighv2s89*01132 +lcl|ighv2s92*01102 +lcl|ighv2s94*01122 +lcl|ighv2s97*01121 +lcl|ighv2s98*01119 +lcl|ighv2s99*01313 +lcl|ighv3s1*0139 +lcl|ighv3s2*01316 +lcl|ighv3s3*0164 +lcl|ighv3s4*01329 +lcl|ighv3s5*0134 +lcl|ighv3s6*01306 +lcl|ighv3s7*0186 +lcl|ighv3s8*01336 +lcl|ighv4s1*019 +lcl|ighv4s2*0181 +lcl|ighv4s4*01343 +lcl|ighv5s10*01134 +lcl|ighv5s11*0193 +lcl|ighv5s12*01322 +lcl|ighv5s13*0121 +lcl|ighv5s14*0118 +lcl|ighv5s15*01339 +lcl|ighv5s16*01108 +lcl|ighv5s2*01136 +lcl|ighv5s23*0145 +lcl|ighv5s24*01133 +lcl|ighv5s26*01305 +lcl|ighv5s27*0116 +lcl|ighv5s28*01341 +lcl|ighv5s29*0192 +lcl|ighv5s30*0172 +lcl|ighv5s32*0132 +lcl|ighv5s33*01342 +lcl|ighv5s36*01130 +lcl|ighv5s43*01109 +lcl|ighv5s45*01123 +lcl|ighv5s46*01349 +lcl|ighv5s47*0187 +lcl|ighv5s49*01315 +lcl|ighv5s50*01114 +lcl|ighv5s52*01308 +lcl|ighv5s54*0112 +lcl|ighv5s55*01314 +lcl|ighv5s57*01113 +lcl|ighv5s58*0138 +lcl|ighv5s64*0140 +lcl|ighv5s65*0152 +lcl|ighv5s66*01345 +lcl|ighv5s7*0141 +lcl|ighv5s72*01295 +lcl|ighv5s73*01328 +lcl|ighv5s74*0146 +lcl|ighv5s8*01100 +lcl|ighv6s10*016 +lcl|ighv6s11*017 +lcl|ighv6s14*0137 +lcl|ighv6s16*01355 +lcl|ighv6s17*01127 +lcl|ighv6s18*0175 +lcl|ighv6s19*0131 +lcl|ighv6s20*01346 +lcl|ighv6s3*0128 +lcl|ighv6s6*01118 +lcl|ighv6s7*01294 +lcl|ighv6s8*01290 +lcl|ighv6s9*01323 +lcl|ighv7s1*01112 +lcl|ighv7s10*01353 +lcl|ighv7s13*01107 +lcl|ighv7s15*0199 +lcl|ighv7s16*01117 +lcl|ighv7s4*01105 +lcl|ighv7s5*0163 +lcl|ighv7s6*01120 +lcl|ighv7s8*01351 +lcl|ighv8s10*0114 +lcl|ighv8s11*01125 +lcl|ighv8s12*0197 +lcl|ighv8s13*0151 +lcl|ighv8s15*0130 +lcl|ighv8s16*01126 +lcl|ighv8s18*0159 +lcl|ighv8s2*0156 +lcl|ighv8s6*0136 +lcl|ighv8s7*01116 +lcl|ighv9s3*0168 +lcl|ighv9s4*0150 +lcl|ighv9s5*01348 +lcl|ighv9s6*0157 +lcl|ighv9s7*01312 +lcl|ighv9s8*0126 +lcl|igkv10s11*01263 +lcl|igkv10s12*01170 +lcl|igkv10s5*01142 +lcl|igkv10s6*01155 +lcl|igkv10s9*01250 +lcl|igkv12s1*01280 +lcl|igkv12s11*01172 +lcl|igkv12s12*01176 +lcl|igkv12s14*01227 +lcl|igkv12s16*01244 +lcl|igkv12s17*01173 +lcl|igkv12s20*01238 +lcl|igkv12s22*01232 +lcl|igkv12s24*01188 +lcl|igkv12s25*01150 +lcl|igkv12s26*01256 +lcl|igkv12s27*01371 +lcl|igkv12s28*01377 +lcl|igkv12s29*01225 +lcl|igkv12s30*01260 +lcl|igkv12s31*01149 +lcl|igkv12s32*01265 +lcl|igkv12s34*01258 +lcl|igkv12s36*01160 +lcl|igkv12s38*01274 +lcl|igkv12s39*01245 +lcl|igkv12s5*01178 +lcl|igkv12s7*01143 +lcl|igkv12s8*01239 +lcl|igkv12s9*01166 +lcl|igkv13s7*01375 +lcl|igkv14s1*01248 +lcl|igkv14s13*01164 +lcl|igkv14s14*01262 +lcl|igkv14s15*01148 +lcl|igkv14s16*01196 +lcl|igkv14s18*01267 +lcl|igkv14s19*01212 +lcl|igkv14s2*01177 +lcl|igkv14s22*01235 +lcl|igkv14s4*01229 +lcl|igkv14s8*01192 +lcl|igkv14s9*01216 +lcl|igkv15s2*01224 +lcl|igkv15s3*01368 +lcl|igkv15s4*01237 +lcl|igkv16s1*01223 +lcl|igkv16s2*01373 +lcl|igkv17s1*01222 +lcl|igkv18s1*01255 +lcl|igkv19s1*01206 +lcl|igkv19s2*01277 +lcl|igkv1s1*01208 +lcl|igkv1s12*01233 +lcl|igkv1s14*01193 +lcl|igkv1s15*01365 +lcl|igkv1s18*01140 +lcl|igkv1s19*01261 +lcl|igkv1s21*01152 +lcl|igkv1s22*01195 +lcl|igkv1s23*01278 +lcl|igkv1s24*01180 +lcl|igkv1s25*01213 +lcl|igkv1s26*01190 +lcl|igkv1s27*01202 +lcl|igkv1s28*01200 +lcl|igkv1s29*01230 +lcl|igkv1s30*01220 +lcl|igkv1s31*01210 +lcl|igkv1s34*01182 +lcl|igkv1s42*01215 +lcl|igkv1s5*01275 +lcl|igkv1s7*01236 +lcl|igkv1s8*01207 +lcl|igkv20s1*01161 +lcl|igkv21s2*01168 +lcl|igkv21s3*01279 +lcl|igkv22s1*01219 +lcl|igkv22s2*01249 +lcl|igkv22s4*01214 +lcl|igkv22s5*01264 +lcl|igkv22s6*01146 +lcl|igkv22s7*01251 +lcl|igkv22s8*01369 +lcl|igkv22s9*01268 +lcl|igkv2s11*01231 +lcl|igkv2s16*01185 +lcl|igkv2s17*01157 +lcl|igkv2s20*01364 +lcl|igkv2s21*01357 +lcl|igkv2s22*01376 +lcl|igkv2s23*01181 +lcl|igkv2s24*01358 +lcl|igkv2s25*01144 +lcl|igkv2s26*01270 +lcl|igkv2s27*01266 +lcl|igkv2s3*01189 +lcl|igkv2s6*01257 +lcl|igkv2s9*01198 +lcl|igkv3s1*01243 +lcl|igkv3s10*01217 +lcl|igkv3s11*01183 +lcl|igkv3s12*01367 +lcl|igkv3s13*01191 +lcl|igkv3s14*01359 +lcl|igkv3s15*01361 +lcl|igkv3s17*01159 +lcl|igkv3s18*01234 +lcl|igkv3s19*01226 +lcl|igkv3s5*01201 +lcl|igkv3s6*01273 +lcl|igkv3s7*01374 +lcl|igkv3s8*01162 +lcl|igkv3s9*01147 +lcl|igkv4s10*01203 +lcl|igkv4s11*01272 +lcl|igkv4s12*01145 +lcl|igkv4s13*01167 +lcl|igkv4s14*01242 +lcl|igkv4s15*01153 +lcl|igkv4s16*01184 +lcl|igkv4s18*01254 +lcl|igkv4s19*01179 +lcl|igkv4s2*01240 +lcl|igkv4s20*01156 +lcl|igkv4s21*01269 +lcl|igkv4s3*01197 +lcl|igkv4s4*01187 +lcl|igkv4s5*01218 +lcl|igkv4s6*01246 +lcl|igkv4s7*01163 +lcl|igkv4s8*01171 +lcl|igkv4s9*01259 +lcl|igkv5s1*01372 +lcl|igkv5s10*01209 +lcl|igkv5s12*01174 +lcl|igkv5s2*01169 +lcl|igkv5s4*01362 +lcl|igkv5s5*01165 +lcl|igkv5s6*01252 +lcl|igkv6s10*01253 +lcl|igkv6s11*01199 +lcl|igkv6s2*01366 +lcl|igkv6s3*01363 +lcl|igkv6s4*01194 +lcl|igkv6s5*01151 +lcl|igkv6s6*01360 +lcl|igkv6s7*01186 +lcl|igkv6s8*01211 +lcl|igkv6s9*01175 +lcl|igkv7s1*01271 +lcl|igkv8s10*01276 +lcl|igkv8s11*01221 +lcl|igkv8s2*01370 +lcl|igkv8s4*01247 +lcl|igkv8s5*01158 +lcl|igkv8s6*01228 +lcl|igkv8s7*01141 +lcl|igkv8s8*01154 +lcl|igkv8s9*01205 +lcl|igkv9s1*01204 +lcl|igkv9s2*01241 +lcl|iglv1s1*01285 +lcl|iglv2s1*01287 +lcl|iglv3s1*01286 +lcl|iglv3s2*01284 +lcl|iglv3s3*01282 +lcl|iglv3s4*01281 +lcl|iglv3s5*01283 diff --git a/database/igblast/internal_data/rat/rat_V.nsi b/database/igblast/internal_data/rat/rat_V.nsi new file mode 100644 index 000000000..384a689a9 Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.nsi differ diff --git a/database/igblast/internal_data/rat/rat_V.nsq b/database/igblast/internal_data/rat/rat_V.nsq new file mode 100644 index 000000000..31b506149 Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.nsq differ diff --git a/database/igblast/internal_data/rat/rat_V.phr b/database/igblast/internal_data/rat/rat_V.phr new file mode 100644 index 000000000..4df5d0494 Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.phr differ diff --git a/database/igblast/internal_data/rat/rat_V.pin b/database/igblast/internal_data/rat/rat_V.pin new file mode 100644 index 000000000..ca47f1d19 Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.pin differ diff --git a/database/igblast/internal_data/rat/rat_V.pog b/database/igblast/internal_data/rat/rat_V.pog new file mode 100644 index 000000000..afe40fe6b Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.pog differ diff --git a/database/igblast/internal_data/rat/rat_V.psd b/database/igblast/internal_data/rat/rat_V.psd new file mode 100644 index 000000000..beac2c208 --- /dev/null +++ b/database/igblast/internal_data/rat/rat_V.psd @@ -0,0 +1,756 @@ +ighv10s10*01324 +ighv10s12*01298 +ighv10s13*011 +ighv10s14*01335 +ighv10s15*01293 +ighv10s16*0143 +ighv10s17*01332 +ighv10s19*01334 +ighv10s2*01331 +ighv10s3*01327 +ighv10s4*01299 +ighv10s5*0119 +ighv10s6*01319 +ighv10s7*01326 +ighv10s8*0153 +ighv10s9*0144 +ighv11s1*0180 +ighv11s10*018 +ighv11s12*0149 +ighv11s2*0111 +ighv11s3*01139 +ighv11s4*01347 +ighv11s5*01325 +ighv11s6*01307 +ighv11s7*0160 +ighv11s8*0162 +ighv11s9*01330 +ighv12s1*01310 +ighv12s2*0183 +ighv15s1*01320 +ighv1s10*01303 +ighv1s11*01356 +ighv1s13*01131 +ighv1s14*01350 +ighv1s15*0154 +ighv1s16*015 +ighv1s17*01129 +ighv1s2*010 +ighv1s20*01104 +ighv1s21*01301 +ighv1s22*0198 +ighv1s23*0176 +ighv1s24*01309 +ighv1s27*0129 +ighv1s28*0177 +ighv1s29*0184 +ighv1s31*012 +ighv1s32*0158 +ighv1s34*01291 +ighv1s36*01321 +ighv1s38*01124 +ighv1s39*0155 +ighv1s40*0167 +ighv1s41*01135 +ighv1s42*01289 +ighv1s45*0133 +ighv1s47*0182 +ighv1s48*0110 +ighv1s50*01317 +ighv1s51*0124 +ighv1s53*01296 +ighv1s55*01300 +ighv1s56*01337 +ighv1s57*0142 +ighv1s59*01333 +ighv1s6*0179 +ighv1s60*0196 +ighv1s61*01318 +ighv1s62*0135 +ighv1s63*01297 +ighv1s64*01311 +ighv1s65*01354 +ighv1s66*0166 +ighv1s67*01110 +ighv1s9*0185 +ighv2s1*0190 +ighv2s10*0148 +ighv2s12*01101 +ighv2s13*0113 +ighv2s14*0120 +ighv2s18*0115 +ighv2s20*0161 +ighv2s22*01340 +ighv2s24*01344 +ighv2s27*01288 +ighv2s29*0147 +ighv2s30*013 +ighv2s31*01137 +ighv2s33*0125 +ighv2s35*0117 +ighv2s38*01352 +ighv2s40*0191 +ighv2s41*0169 +ighv2s46*01128 +ighv2s48*0170 +ighv2s5*014 +ighv2s50*01292 +ighv2s54*0165 +ighv2s56*0174 +ighv2s57*0195 +ighv2s58*0127 +ighv2s59*01304 +ighv2s61*0178 +ighv2s63*01106 +ighv2s64*01138 +ighv2s70*0122 +ighv2s72*01115 +ighv2s75*0123 +ighv2s78*0189 +ighv2s79*01302 +ighv2s8*0188 +ighv2s80*01103 +ighv2s82*01111 +ighv2s84*0171 +ighv2s85*0194 +ighv2s87*01338 +ighv2s88*0173 +ighv2s89*01132 +ighv2s92*01102 +ighv2s94*01122 +ighv2s97*01121 +ighv2s98*01119 +ighv2s99*01313 +ighv3s1*0139 +ighv3s2*01316 +ighv3s3*0164 +ighv3s4*01329 +ighv3s5*0134 +ighv3s6*01306 +ighv3s7*0186 +ighv3s8*01336 +ighv4s1*019 +ighv4s2*0181 +ighv4s4*01343 +ighv5s10*01134 +ighv5s11*0193 +ighv5s12*01322 +ighv5s13*0121 +ighv5s14*0118 +ighv5s15*01339 +ighv5s16*01108 +ighv5s2*01136 +ighv5s23*0145 +ighv5s24*01133 +ighv5s26*01305 +ighv5s27*0116 +ighv5s28*01341 +ighv5s29*0192 +ighv5s30*0172 +ighv5s32*0132 +ighv5s33*01342 +ighv5s36*01130 +ighv5s43*01109 +ighv5s45*01123 +ighv5s46*01349 +ighv5s47*0187 +ighv5s49*01315 +ighv5s50*01114 +ighv5s52*01308 +ighv5s54*0112 +ighv5s55*01314 +ighv5s57*01113 +ighv5s58*0138 +ighv5s64*0140 +ighv5s65*0152 +ighv5s66*01345 +ighv5s7*0141 +ighv5s72*01295 +ighv5s73*01328 +ighv5s74*0146 +ighv5s8*01100 +ighv6s10*016 +ighv6s11*017 +ighv6s14*0137 +ighv6s16*01355 +ighv6s17*01127 +ighv6s18*0175 +ighv6s19*0131 +ighv6s20*01346 +ighv6s3*0128 +ighv6s6*01118 +ighv6s7*01294 +ighv6s8*01290 +ighv6s9*01323 +ighv7s1*01112 +ighv7s10*01353 +ighv7s13*01107 +ighv7s15*0199 +ighv7s16*01117 +ighv7s4*01105 +ighv7s5*0163 +ighv7s6*01120 +ighv7s8*01351 +ighv8s10*0114 +ighv8s11*01125 +ighv8s12*0197 +ighv8s13*0151 +ighv8s15*0130 +ighv8s16*01126 +ighv8s18*0159 +ighv8s2*0156 +ighv8s6*0136 +ighv8s7*01116 +ighv9s3*0168 +ighv9s4*0150 +ighv9s5*01348 +ighv9s6*0157 +ighv9s7*01312 +ighv9s8*0126 +igkv10s11*01263 +igkv10s12*01170 +igkv10s5*01142 +igkv10s6*01155 +igkv10s9*01250 +igkv12s1*01280 +igkv12s11*01172 +igkv12s12*01176 +igkv12s14*01227 +igkv12s16*01244 +igkv12s17*01173 +igkv12s20*01238 +igkv12s22*01232 +igkv12s24*01188 +igkv12s25*01150 +igkv12s26*01256 +igkv12s27*01371 +igkv12s28*01377 +igkv12s29*01225 +igkv12s30*01260 +igkv12s31*01149 +igkv12s32*01265 +igkv12s34*01258 +igkv12s36*01160 +igkv12s38*01274 +igkv12s39*01245 +igkv12s5*01178 +igkv12s7*01143 +igkv12s8*01239 +igkv12s9*01166 +igkv13s7*01375 +igkv14s1*01248 +igkv14s13*01164 +igkv14s14*01262 +igkv14s15*01148 +igkv14s16*01196 +igkv14s18*01267 +igkv14s19*01212 +igkv14s2*01177 +igkv14s22*01235 +igkv14s4*01229 +igkv14s8*01192 +igkv14s9*01216 +igkv15s2*01224 +igkv15s3*01368 +igkv15s4*01237 +igkv16s1*01223 +igkv16s2*01373 +igkv17s1*01222 +igkv18s1*01255 +igkv19s1*01206 +igkv19s2*01277 +igkv1s1*01208 +igkv1s12*01233 +igkv1s14*01193 +igkv1s15*01365 +igkv1s18*01140 +igkv1s19*01261 +igkv1s21*01152 +igkv1s22*01195 +igkv1s23*01278 +igkv1s24*01180 +igkv1s25*01213 +igkv1s26*01190 +igkv1s27*01202 +igkv1s28*01200 +igkv1s29*01230 +igkv1s30*01220 +igkv1s31*01210 +igkv1s34*01182 +igkv1s42*01215 +igkv1s5*01275 +igkv1s7*01236 +igkv1s8*01207 +igkv20s1*01161 +igkv21s2*01168 +igkv21s3*01279 +igkv22s1*01219 +igkv22s2*01249 +igkv22s4*01214 +igkv22s5*01264 +igkv22s6*01146 +igkv22s7*01251 +igkv22s8*01369 +igkv22s9*01268 +igkv2s11*01231 +igkv2s16*01185 +igkv2s17*01157 +igkv2s20*01364 +igkv2s21*01357 +igkv2s22*01376 +igkv2s23*01181 +igkv2s24*01358 +igkv2s25*01144 +igkv2s26*01270 +igkv2s27*01266 +igkv2s3*01189 +igkv2s6*01257 +igkv2s9*01198 +igkv3s1*01243 +igkv3s10*01217 +igkv3s11*01183 +igkv3s12*01367 +igkv3s13*01191 +igkv3s14*01359 +igkv3s15*01361 +igkv3s17*01159 +igkv3s18*01234 +igkv3s19*01226 +igkv3s5*01201 +igkv3s6*01273 +igkv3s7*01374 +igkv3s8*01162 +igkv3s9*01147 +igkv4s10*01203 +igkv4s11*01272 +igkv4s12*01145 +igkv4s13*01167 +igkv4s14*01242 +igkv4s15*01153 +igkv4s16*01184 +igkv4s18*01254 +igkv4s19*01179 +igkv4s2*01240 +igkv4s20*01156 +igkv4s21*01269 +igkv4s3*01197 +igkv4s4*01187 +igkv4s5*01218 +igkv4s6*01246 +igkv4s7*01163 +igkv4s8*01171 +igkv4s9*01259 +igkv5s1*01372 +igkv5s10*01209 +igkv5s12*01174 +igkv5s2*01169 +igkv5s4*01362 +igkv5s5*01165 +igkv5s6*01252 +igkv6s10*01253 +igkv6s11*01199 +igkv6s2*01366 +igkv6s3*01363 +igkv6s4*01194 +igkv6s5*01151 +igkv6s6*01360 +igkv6s7*01186 +igkv6s8*01211 +igkv6s9*01175 +igkv7s1*01271 +igkv8s10*01276 +igkv8s11*01221 +igkv8s2*01370 +igkv8s4*01247 +igkv8s5*01158 +igkv8s6*01228 +igkv8s7*01141 +igkv8s8*01154 +igkv8s9*01205 +igkv9s1*01204 +igkv9s2*01241 +iglv1s1*01285 +iglv2s1*01287 +iglv3s1*01286 +iglv3s2*01284 +iglv3s3*01282 +iglv3s4*01281 +iglv3s5*01283 +lcl|ighv10s10*01324 +lcl|ighv10s12*01298 +lcl|ighv10s13*011 +lcl|ighv10s14*01335 +lcl|ighv10s15*01293 +lcl|ighv10s16*0143 +lcl|ighv10s17*01332 +lcl|ighv10s19*01334 +lcl|ighv10s2*01331 +lcl|ighv10s3*01327 +lcl|ighv10s4*01299 +lcl|ighv10s5*0119 +lcl|ighv10s6*01319 +lcl|ighv10s7*01326 +lcl|ighv10s8*0153 +lcl|ighv10s9*0144 +lcl|ighv11s1*0180 +lcl|ighv11s10*018 +lcl|ighv11s12*0149 +lcl|ighv11s2*0111 +lcl|ighv11s3*01139 +lcl|ighv11s4*01347 +lcl|ighv11s5*01325 +lcl|ighv11s6*01307 +lcl|ighv11s7*0160 +lcl|ighv11s8*0162 +lcl|ighv11s9*01330 +lcl|ighv12s1*01310 +lcl|ighv12s2*0183 +lcl|ighv15s1*01320 +lcl|ighv1s10*01303 +lcl|ighv1s11*01356 +lcl|ighv1s13*01131 +lcl|ighv1s14*01350 +lcl|ighv1s15*0154 +lcl|ighv1s16*015 +lcl|ighv1s17*01129 +lcl|ighv1s2*010 +lcl|ighv1s20*01104 +lcl|ighv1s21*01301 +lcl|ighv1s22*0198 +lcl|ighv1s23*0176 +lcl|ighv1s24*01309 +lcl|ighv1s27*0129 +lcl|ighv1s28*0177 +lcl|ighv1s29*0184 +lcl|ighv1s31*012 +lcl|ighv1s32*0158 +lcl|ighv1s34*01291 +lcl|ighv1s36*01321 +lcl|ighv1s38*01124 +lcl|ighv1s39*0155 +lcl|ighv1s40*0167 +lcl|ighv1s41*01135 +lcl|ighv1s42*01289 +lcl|ighv1s45*0133 +lcl|ighv1s47*0182 +lcl|ighv1s48*0110 +lcl|ighv1s50*01317 +lcl|ighv1s51*0124 +lcl|ighv1s53*01296 +lcl|ighv1s55*01300 +lcl|ighv1s56*01337 +lcl|ighv1s57*0142 +lcl|ighv1s59*01333 +lcl|ighv1s6*0179 +lcl|ighv1s60*0196 +lcl|ighv1s61*01318 +lcl|ighv1s62*0135 +lcl|ighv1s63*01297 +lcl|ighv1s64*01311 +lcl|ighv1s65*01354 +lcl|ighv1s66*0166 +lcl|ighv1s67*01110 +lcl|ighv1s9*0185 +lcl|ighv2s1*0190 +lcl|ighv2s10*0148 +lcl|ighv2s12*01101 +lcl|ighv2s13*0113 +lcl|ighv2s14*0120 +lcl|ighv2s18*0115 +lcl|ighv2s20*0161 +lcl|ighv2s22*01340 +lcl|ighv2s24*01344 +lcl|ighv2s27*01288 +lcl|ighv2s29*0147 +lcl|ighv2s30*013 +lcl|ighv2s31*01137 +lcl|ighv2s33*0125 +lcl|ighv2s35*0117 +lcl|ighv2s38*01352 +lcl|ighv2s40*0191 +lcl|ighv2s41*0169 +lcl|ighv2s46*01128 +lcl|ighv2s48*0170 +lcl|ighv2s5*014 +lcl|ighv2s50*01292 +lcl|ighv2s54*0165 +lcl|ighv2s56*0174 +lcl|ighv2s57*0195 +lcl|ighv2s58*0127 +lcl|ighv2s59*01304 +lcl|ighv2s61*0178 +lcl|ighv2s63*01106 +lcl|ighv2s64*01138 +lcl|ighv2s70*0122 +lcl|ighv2s72*01115 +lcl|ighv2s75*0123 +lcl|ighv2s78*0189 +lcl|ighv2s79*01302 +lcl|ighv2s8*0188 +lcl|ighv2s80*01103 +lcl|ighv2s82*01111 +lcl|ighv2s84*0171 +lcl|ighv2s85*0194 +lcl|ighv2s87*01338 +lcl|ighv2s88*0173 +lcl|ighv2s89*01132 +lcl|ighv2s92*01102 +lcl|ighv2s94*01122 +lcl|ighv2s97*01121 +lcl|ighv2s98*01119 +lcl|ighv2s99*01313 +lcl|ighv3s1*0139 +lcl|ighv3s2*01316 +lcl|ighv3s3*0164 +lcl|ighv3s4*01329 +lcl|ighv3s5*0134 +lcl|ighv3s6*01306 +lcl|ighv3s7*0186 +lcl|ighv3s8*01336 +lcl|ighv4s1*019 +lcl|ighv4s2*0181 +lcl|ighv4s4*01343 +lcl|ighv5s10*01134 +lcl|ighv5s11*0193 +lcl|ighv5s12*01322 +lcl|ighv5s13*0121 +lcl|ighv5s14*0118 +lcl|ighv5s15*01339 +lcl|ighv5s16*01108 +lcl|ighv5s2*01136 +lcl|ighv5s23*0145 +lcl|ighv5s24*01133 +lcl|ighv5s26*01305 +lcl|ighv5s27*0116 +lcl|ighv5s28*01341 +lcl|ighv5s29*0192 +lcl|ighv5s30*0172 +lcl|ighv5s32*0132 +lcl|ighv5s33*01342 +lcl|ighv5s36*01130 +lcl|ighv5s43*01109 +lcl|ighv5s45*01123 +lcl|ighv5s46*01349 +lcl|ighv5s47*0187 +lcl|ighv5s49*01315 +lcl|ighv5s50*01114 +lcl|ighv5s52*01308 +lcl|ighv5s54*0112 +lcl|ighv5s55*01314 +lcl|ighv5s57*01113 +lcl|ighv5s58*0138 +lcl|ighv5s64*0140 +lcl|ighv5s65*0152 +lcl|ighv5s66*01345 +lcl|ighv5s7*0141 +lcl|ighv5s72*01295 +lcl|ighv5s73*01328 +lcl|ighv5s74*0146 +lcl|ighv5s8*01100 +lcl|ighv6s10*016 +lcl|ighv6s11*017 +lcl|ighv6s14*0137 +lcl|ighv6s16*01355 +lcl|ighv6s17*01127 +lcl|ighv6s18*0175 +lcl|ighv6s19*0131 +lcl|ighv6s20*01346 +lcl|ighv6s3*0128 +lcl|ighv6s6*01118 +lcl|ighv6s7*01294 +lcl|ighv6s8*01290 +lcl|ighv6s9*01323 +lcl|ighv7s1*01112 +lcl|ighv7s10*01353 +lcl|ighv7s13*01107 +lcl|ighv7s15*0199 +lcl|ighv7s16*01117 +lcl|ighv7s4*01105 +lcl|ighv7s5*0163 +lcl|ighv7s6*01120 +lcl|ighv7s8*01351 +lcl|ighv8s10*0114 +lcl|ighv8s11*01125 +lcl|ighv8s12*0197 +lcl|ighv8s13*0151 +lcl|ighv8s15*0130 +lcl|ighv8s16*01126 +lcl|ighv8s18*0159 +lcl|ighv8s2*0156 +lcl|ighv8s6*0136 +lcl|ighv8s7*01116 +lcl|ighv9s3*0168 +lcl|ighv9s4*0150 +lcl|ighv9s5*01348 +lcl|ighv9s6*0157 +lcl|ighv9s7*01312 +lcl|ighv9s8*0126 +lcl|igkv10s11*01263 +lcl|igkv10s12*01170 +lcl|igkv10s5*01142 +lcl|igkv10s6*01155 +lcl|igkv10s9*01250 +lcl|igkv12s1*01280 +lcl|igkv12s11*01172 +lcl|igkv12s12*01176 +lcl|igkv12s14*01227 +lcl|igkv12s16*01244 +lcl|igkv12s17*01173 +lcl|igkv12s20*01238 +lcl|igkv12s22*01232 +lcl|igkv12s24*01188 +lcl|igkv12s25*01150 +lcl|igkv12s26*01256 +lcl|igkv12s27*01371 +lcl|igkv12s28*01377 +lcl|igkv12s29*01225 +lcl|igkv12s30*01260 +lcl|igkv12s31*01149 +lcl|igkv12s32*01265 +lcl|igkv12s34*01258 +lcl|igkv12s36*01160 +lcl|igkv12s38*01274 +lcl|igkv12s39*01245 +lcl|igkv12s5*01178 +lcl|igkv12s7*01143 +lcl|igkv12s8*01239 +lcl|igkv12s9*01166 +lcl|igkv13s7*01375 +lcl|igkv14s1*01248 +lcl|igkv14s13*01164 +lcl|igkv14s14*01262 +lcl|igkv14s15*01148 +lcl|igkv14s16*01196 +lcl|igkv14s18*01267 +lcl|igkv14s19*01212 +lcl|igkv14s2*01177 +lcl|igkv14s22*01235 +lcl|igkv14s4*01229 +lcl|igkv14s8*01192 +lcl|igkv14s9*01216 +lcl|igkv15s2*01224 +lcl|igkv15s3*01368 +lcl|igkv15s4*01237 +lcl|igkv16s1*01223 +lcl|igkv16s2*01373 +lcl|igkv17s1*01222 +lcl|igkv18s1*01255 +lcl|igkv19s1*01206 +lcl|igkv19s2*01277 +lcl|igkv1s1*01208 +lcl|igkv1s12*01233 +lcl|igkv1s14*01193 +lcl|igkv1s15*01365 +lcl|igkv1s18*01140 +lcl|igkv1s19*01261 +lcl|igkv1s21*01152 +lcl|igkv1s22*01195 +lcl|igkv1s23*01278 +lcl|igkv1s24*01180 +lcl|igkv1s25*01213 +lcl|igkv1s26*01190 +lcl|igkv1s27*01202 +lcl|igkv1s28*01200 +lcl|igkv1s29*01230 +lcl|igkv1s30*01220 +lcl|igkv1s31*01210 +lcl|igkv1s34*01182 +lcl|igkv1s42*01215 +lcl|igkv1s5*01275 +lcl|igkv1s7*01236 +lcl|igkv1s8*01207 +lcl|igkv20s1*01161 +lcl|igkv21s2*01168 +lcl|igkv21s3*01279 +lcl|igkv22s1*01219 +lcl|igkv22s2*01249 +lcl|igkv22s4*01214 +lcl|igkv22s5*01264 +lcl|igkv22s6*01146 +lcl|igkv22s7*01251 +lcl|igkv22s8*01369 +lcl|igkv22s9*01268 +lcl|igkv2s11*01231 +lcl|igkv2s16*01185 +lcl|igkv2s17*01157 +lcl|igkv2s20*01364 +lcl|igkv2s21*01357 +lcl|igkv2s22*01376 +lcl|igkv2s23*01181 +lcl|igkv2s24*01358 +lcl|igkv2s25*01144 +lcl|igkv2s26*01270 +lcl|igkv2s27*01266 +lcl|igkv2s3*01189 +lcl|igkv2s6*01257 +lcl|igkv2s9*01198 +lcl|igkv3s1*01243 +lcl|igkv3s10*01217 +lcl|igkv3s11*01183 +lcl|igkv3s12*01367 +lcl|igkv3s13*01191 +lcl|igkv3s14*01359 +lcl|igkv3s15*01361 +lcl|igkv3s17*01159 +lcl|igkv3s18*01234 +lcl|igkv3s19*01226 +lcl|igkv3s5*01201 +lcl|igkv3s6*01273 +lcl|igkv3s7*01374 +lcl|igkv3s8*01162 +lcl|igkv3s9*01147 +lcl|igkv4s10*01203 +lcl|igkv4s11*01272 +lcl|igkv4s12*01145 +lcl|igkv4s13*01167 +lcl|igkv4s14*01242 +lcl|igkv4s15*01153 +lcl|igkv4s16*01184 +lcl|igkv4s18*01254 +lcl|igkv4s19*01179 +lcl|igkv4s2*01240 +lcl|igkv4s20*01156 +lcl|igkv4s21*01269 +lcl|igkv4s3*01197 +lcl|igkv4s4*01187 +lcl|igkv4s5*01218 +lcl|igkv4s6*01246 +lcl|igkv4s7*01163 +lcl|igkv4s8*01171 +lcl|igkv4s9*01259 +lcl|igkv5s1*01372 +lcl|igkv5s10*01209 +lcl|igkv5s12*01174 +lcl|igkv5s2*01169 +lcl|igkv5s4*01362 +lcl|igkv5s5*01165 +lcl|igkv5s6*01252 +lcl|igkv6s10*01253 +lcl|igkv6s11*01199 +lcl|igkv6s2*01366 +lcl|igkv6s3*01363 +lcl|igkv6s4*01194 +lcl|igkv6s5*01151 +lcl|igkv6s6*01360 +lcl|igkv6s7*01186 +lcl|igkv6s8*01211 +lcl|igkv6s9*01175 +lcl|igkv7s1*01271 +lcl|igkv8s10*01276 +lcl|igkv8s11*01221 +lcl|igkv8s2*01370 +lcl|igkv8s4*01247 +lcl|igkv8s5*01158 +lcl|igkv8s6*01228 +lcl|igkv8s7*01141 +lcl|igkv8s8*01154 +lcl|igkv8s9*01205 +lcl|igkv9s1*01204 +lcl|igkv9s2*01241 +lcl|iglv1s1*01285 +lcl|iglv2s1*01287 +lcl|iglv3s1*01286 +lcl|iglv3s2*01284 +lcl|iglv3s3*01282 +lcl|iglv3s4*01281 +lcl|iglv3s5*01283 diff --git a/database/igblast/internal_data/rat/rat_V.psi b/database/igblast/internal_data/rat/rat_V.psi new file mode 100644 index 000000000..384a689a9 Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.psi differ diff --git a/database/igblast/internal_data/rat/rat_V.psq b/database/igblast/internal_data/rat/rat_V.psq new file mode 100644 index 000000000..1dea76ec3 Binary files /dev/null and b/database/igblast/internal_data/rat/rat_V.psq differ diff --git a/database/igblast/internal_data/readme b/database/igblast/internal_data/readme new file mode 100644 index 000000000..68a56b240 --- /dev/null +++ b/database/igblast/internal_data/readme @@ -0,0 +1 @@ +The files here are only for IgBLAST versions prior to 1.13.0. We strongly encourage you to get the latest IgBlast version with built-in internal_data and optional_file. \ No newline at end of file diff --git a/database/igblast/internal_data/rhesus_monkey/CVS/Entries b/database/igblast/internal_data/rhesus_monkey/CVS/Entries new file mode 100644 index 000000000..03c0ebaea --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/CVS/Entries @@ -0,0 +1,21 @@ +/rhesus_monkey.ndm.imgt/1.1/Wed Apr 23 19:01:38 2014// +/rhesus_monkey.ndm.kabat/1.1/Wed Apr 23 19:01:20 2014// +/rhesus_monkey.pdm.imgt/1.1/Wed Apr 23 19:01:51 2014// +/rhesus_monkey.pdm.kabat/1.1/Wed Apr 23 19:02:04 2014// +/rhesus_monkey_V.nhr/1.2/Thu Apr 24 22:01:19 2014// +/rhesus_monkey_V.nin/1.2/Thu Apr 24 22:01:19 2014// +/rhesus_monkey_V.nog/1.2/Thu Apr 24 22:01:19 2014// +/rhesus_monkey_V.nsd/1.2/Thu Apr 24 22:01:19 2014// +/rhesus_monkey_V.nsi/1.2/Thu Apr 24 22:01:19 2014// +/rhesus_monkey_V.nsq/1.2/Thu Apr 24 22:01:19 2014// +/rhesus_monkey_V.phr/1.2/Thu Apr 24 22:04:38 2014// +/rhesus_monkey_V.pin/1.2/Thu Apr 24 22:04:38 2014// +/rhesus_monkey_V.pog/1.2/Thu Apr 24 22:04:38 2014// +/rhesus_monkey_V.psd/1.2/Thu Apr 24 22:04:38 2014// +/rhesus_monkey_V.psi/1.2/Thu Apr 24 22:04:38 2014// +/rhesus_monkey_V.psq/1.2/Thu Apr 24 22:04:38 2014// +/rhesus_monkey_D_withdefline/1.1/Thu Apr 24 22:09:55 2014// +/rhesus_monkey_J_withdefline/1.1/Thu Apr 24 21:28:33 2014// +/rhesus_monkey_V_prot_withdefline/1.2/Thu Apr 24 22:02:57 2014// +/rhesus_monkey_V_withdefline/1.2/Thu Apr 24 22:00:47 2014// +D diff --git a/database/igblast/internal_data/rhesus_monkey/CVS/Repository b/database/igblast/internal_data/rhesus_monkey/CVS/Repository new file mode 100644 index 000000000..fbb0fc570 --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/CVS/Repository @@ -0,0 +1 @@ +internal/blast/igblastcgi/test/internal_data/rhesus_monkey diff --git a/database/igblast/internal_data/rhesus_monkey/CVS/Root b/database/igblast/internal_data/rhesus_monkey/CVS/Root new file mode 100644 index 000000000..dcbf63ea1 --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/CVS/Root @@ -0,0 +1 @@ +:pserver:jianye@cvsvault:/src/NCBI/vault.ncbi diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.ndm.imgt b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.ndm.imgt new file mode 100644 index 000000000..9a81ab555 --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.ndm.imgt @@ -0,0 +1,174 @@ +VK4.1 1 78 79 114 115 165 166 174 175 282 VK 0 +VK5.2 1 78 79 96 97 147 148 156 157 264 VK 0 +VK3.3 1 78 79 96 97 147 148 156 157 264 VK 0 +VK5.4 1 78 79 96 97 147 148 156 157 264 VK 0 +VK7.5 1 78 79 108 109 159 160 168 169 276 VK 0 +VK2.6 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.7 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.8 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.9 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.10 1 78 79 96 97 147 148 156 157 264 VK 0 +VK3.11 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.12 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.13 1 78 79 96 97 147 148 156 157 264 VK 0 +VK3.14 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.15 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.16 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.17 1 78 79 111 112 162 163 171 172 279 VK 0 +VK3.18 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.19 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.20 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.21 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.22 1 78 79 111 112 162 163 171 172 279 VK 0 +VK3.23 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.24 1 78 79 96 97 147 148 156 157 264 VK 0 +VK3.25 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.26 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.27 1 78 79 96 97 147 148 156 157 264 VK 0 +VK6.28 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.29 1 78 79 96 97 147 148 156 157 264 VK 0 +VK3.30 1 78 79 96 97 147 148 156 157 264 VK 0 +VK6.31 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.32 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.33 1 78 79 111 112 162 163 171 172 279 VK 0 +VK2.34 1 78 79 111 112 162 163 171 172 279 VK 0 +VK3.35 1 78 79 96 97 147 148 156 157 264 VK 0 +VK3.36 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.37 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.38 1 78 79 114 115 165 166 174 175 282 VK 0 +VK2.39 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.40 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.41 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.42 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.43 1 78 79 111 112 162 163 171 172 279 VK 0 +VK2.44 1 78 79 111 112 162 163 171 172 279 VK 0 +VK2.45 1 81 82 114 115 165 166 174 175 282 VK 0 +VK2.46 1 78 79 114 115 165 166 174 175 282 VK 0 +VK2.47 1 78 79 111 112 162 163 171 172 279 VK 0 +VK2.48 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.49 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.50 1 78 79 111 112 162 163 171 172 279 VK 0 +VK2.51 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.52 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.53 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.54 1 78 79 96 97 147 148 156 157 264 VK 0 +VK1.55 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.56 1 78 79 114 115 165 166 174 175 282 VK 0 +VK1.57 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.58 1 78 79 111 112 162 163 171 172 279 VK 0 +VK2.59 1 78 79 111 112 162 163 171 172 279 VK 0 +VK2.60 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.61 1 78 79 96 97 147 148 156 157 264 VK 0 +VK2.62 1 78 79 111 112 162 163 171 172 279 VK 0 +VK1.63 1 78 79 96 97 147 148 156 157 264 VK 0 +VL3.1 1 75 76 93 94 144 145 153 154 261 VL 0 +VL4.2 1 75 76 96 97 147 148 168 169 276 VL 0 +VL2.3 1 75 76 102 103 153 154 162 163 270 VL 0 +VL3.4 1 75 76 93 94 144 145 153 154 261 VL 0 +VL2.5 1 75 76 102 103 153 154 162 163 270 VL 0 +VL2.7 1 75 76 102 103 153 154 162 163 270 VL 0 +VL3.8 1 75 76 93 94 144 145 153 154 261 VL 0 +VL2.9 1 75 76 102 103 153 154 162 163 270 VL 0 +VL3.10 1 75 76 93 94 144 145 153 154 261 VL 0 +VL3.11 1 75 76 93 94 144 145 153 154 261 VL 0 +VL3.12 1 75 76 93 94 144 145 153 154 261 VL 0 +VL2.13 1 75 76 102 103 153 154 162 163 270 VL 0 +VL3.14 1 75 76 93 94 144 145 153 154 261 VL 0 +VL3.15 1 75 76 93 94 144 145 153 154 261 VL 0 +VL1.16 1 75 76 99 100 150 151 159 160 267 VL 0 +VL5.17 1 75 76 102 103 153 154 174 175 288 VL 0 +VL1.18 1 75 76 99 100 150 151 159 160 267 VL 0 +VL1.19 1 75 76 99 100 150 151 159 160 267 VL 0 +VL7.21 1 75 76 102 103 153 154 162 163 270 VL 0 +VL1.22 1 75 76 99 100 150 151 159 160 267 VL 0 +VL5.23 1 75 76 102 103 153 154 174 175 288 VL 0 +VL7.24 1 75 76 102 103 153 154 162 163 270 VL 0 +VL1.25 1 75 76 99 100 150 151 159 160 267 VL 0 +VL7.26 1 75 76 102 103 153 154 162 163 270 VL 0 +VL1.27 1 75 76 99 100 150 151 159 160 267 VL 0 +VL5.28 1 75 76 102 103 153 154 174 175 288 VL 0 +VL9.29 1 75 76 96 97 147 148 171 172 279 VL 0 +VL1.30 1 75 76 99 100 150 151 159 160 267 VL 0 +VL1.31 1 75 76 99 100 150 151 159 160 267 VL 0 +VL5.32 1 75 76 102 103 153 154 174 175 288 VL 0 +VL7.33 1 75 76 102 103 153 154 162 163 270 VL 0 +VL6.34 1 57 58 81 82 132 133 141 142 255 VL 0 +VL5.35 1 75 76 102 103 153 154 174 175 288 VL 0 +VL4.36 1 75 76 96 97 147 148 168 169 276 VL 0 +VL1.37 1 75 76 102 103 153 154 162 163 270 VL 0 +VL5.38 1 75 76 102 103 153 154 174 175 288 VL 0 +VL6.39 1 57 58 81 82 132 133 141 142 255 VL 0 +VL6.40 1 57 58 81 82 132 133 141 142 255 VL 0 +VL10.41 1 75 76 99 100 150 151 159 160 267 VL 0 +VL11.42 1 75 76 102 103 153 154 174 175 288 VL 0 +VL8.43 1 75 76 102 103 153 154 162 163 270 VL 0 +VL2.44 1 75 76 102 103 153 154 162 163 270 VL 0 +VL3.45 1 75 76 93 94 144 145 153 154 261 VL 0 +VL3.46 1 75 76 93 94 144 145 153 154 261 VL 0 +VL3.47 1 75 76 93 94 144 145 153 154 261 VL 0 +VL3.48 1 75 76 93 94 144 145 153 154 261 VL 0 +VL3.49 1 75 76 93 94 144 145 153 154 261 VL 0 +VL2.50 1 75 76 102 103 153 154 162 163 270 VL 0 +VL2.51 1 75 76 102 103 153 154 162 163 270 VL 0 +VH6.1 1 75 76 105 106 156 157 183 184 297 VH 0 +VH3.2 1 75 76 99 100 150 151 174 175 288 VH 0 +VH2.3 1 75 76 105 106 156 157 177 178 291 VH 0 +VH3.4 1 75 76 99 100 150 151 168 169 282 VH 0 +VH3.5 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3.6 1 75 76 99 100 150 151 180 181 294 VH 0 +VH5.7 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.8 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.9 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3.10 1 75 76 99 100 150 151 180 181 294 VH 0 +VH4.11 1 75 76 99 100 150 151 174 175 288 VH 0 +VH2.12 1 75 76 105 106 156 157 177 178 291 VH 0 +VH3.13 1 75 76 99 100 150 151 168 169 282 VH 0 +VH3.14 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.15 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1.16 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.17 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.18 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3.19 1 75 76 99 100 150 151 180 181 294 VH 0 +VH5.20 1 75 76 99 100 150 151 174 175 288 VH 0 +VH7.21 1 75 76 99 100 150 151 174 175 288 VH 0 +VH4.22 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1.23 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.24 1 75 76 99 100 150 151 174 175 288 VH 0 +VH2.25 1 75 76 105 106 156 157 177 178 291 VH 0 +VH4.26 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.27 1 75 76 99 100 150 151 171 172 285 VH 0 +VH4.28 1 75 76 105 106 156 157 177 178 291 VH 0 +VH3.29 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3.30 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3.31 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.33 1 75 76 99 100 150 151 174 175 288 VH 0 +VH4.34 1 75 76 102 103 153 154 177 178 291 VH 0 +VH4.35 1 75 76 102 103 153 154 177 178 291 VH 0 +VH1.36 1 75 76 99 100 150 151 174 175 288 VH 0 +VH4.37 1 75 76 99 100 150 151 174 175 288 VH 0 +VH4.38 1 75 76 102 103 153 154 177 178 291 VH 0 +VH4.39 1 75 76 102 103 153 154 177 178 291 VH 0 +VH4.40 1 75 76 102 103 153 154 177 178 291 VH 0 +VH3.41 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.42 1 75 76 99 100 150 151 180 181 294 VH 0 +VH4.43 1 75 76 102 103 153 154 177 178 291 VH 0 +VH3.44 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.45 1 75 76 99 100 150 151 174 175 288 VH 0 +VH5.46 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.47 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3.48 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.49 1 66 67 90 91 141 142 171 172 285 VH 0 +VH3.50 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.51 1 75 76 99 100 150 151 171 172 285 VH 0 +VH3.52 1 75 76 99 100 150 151 177 178 291 VH 0 +VH1.53 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.54 1 75 76 99 100 150 151 180 181 294 VH 0 +VH3.55 1 75 76 99 100 150 151 171 172 285 VH 0 +VH3.56 1 75 76 99 100 150 151 174 175 288 VH 0 +VH4.57 1 75 76 105 106 156 157 180 181 294 VH 0 +VH3.58 1 75 76 99 100 150 151 174 175 288 VH 0 +VH1.59 1 75 76 99 100 150 151 174 175 288 VH 0 +VH3.60 1 75 76 99 100 150 151 171 172 285 VH 0 +VH2.62 1 75 76 105 106 156 157 177 178 291 VH 0 +VH3.63 1 75 76 99 100 150 151 174 175 288 VH 0 +IGHV3-17ORF 1 75 76 99 100 150 151 171 172 285 VH 0 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.ndm.kabat b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.ndm.kabat new file mode 100644 index 000000000..bfcbfb041 --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.ndm.kabat @@ -0,0 +1,172 @@ +VK4.1 1 69 70 120 121 165 166 186 187 282 VK 0 +VK5.2 1 69 70 102 103 147 148 168 169 264 VK 0 +VK3.3 1 69 70 102 103 147 148 168 169 264 VK 0 +VK5.4 1 69 70 102 103 147 148 168 169 264 VK 0 +VK7.5 1 69 70 114 115 159 160 180 181 276 VK 0 +VK2.6 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.7 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.8 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.9 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.10 1 69 70 102 103 147 148 168 169 264 VK 0 +VK3.11 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.12 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.13 1 69 70 102 103 147 148 168 169 264 VK 0 +VK3.14 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.15 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.16 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.17 1 69 70 117 118 162 163 183 184 279 VK 0 +VK3.18 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.19 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.20 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.21 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.22 1 69 70 117 118 162 163 183 184 279 VK 0 +VK3.23 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.24 1 69 70 102 103 147 148 168 169 264 VK 0 +VK3.25 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.26 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.27 1 69 70 102 103 147 148 168 169 264 VK 0 +VK6.28 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.29 1 69 70 102 103 147 148 168 169 264 VK 0 +VK3.30 1 69 70 102 103 147 148 168 169 264 VK 0 +VK6.31 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.32 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.33 1 69 70 117 118 162 163 183 184 279 VK 0 +VK2.34 1 69 70 117 118 162 163 183 184 279 VK 0 +VK3.35 1 69 70 102 103 147 148 168 169 264 VK 0 +VK3.36 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.37 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.38 1 69 70 120 121 165 166 186 187 282 VK 0 +VK2.39 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.40 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.41 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.42 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.43 1 69 70 117 118 162 163 183 184 279 VK 0 +VK2.44 1 69 70 117 118 162 163 183 184 279 VK 0 +VK2.45 1 72 73 120 121 165 166 186 187 282 VK 0 +VK2.46 1 69 70 120 121 165 166 186 187 282 VK 0 +VK2.47 1 69 70 117 118 162 163 183 184 279 VK 0 +VK2.48 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.49 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.50 1 69 70 117 118 162 163 183 184 279 VK 0 +VK2.51 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.52 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.53 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.54 1 69 70 102 103 147 148 168 169 264 VK 0 +VK1.55 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.56 1 69 70 120 121 165 166 186 187 282 VK 0 +VK1.57 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.58 1 69 70 117 118 162 163 183 184 279 VK 0 +VK2.59 1 69 70 117 118 162 163 183 184 279 VK 0 +VK2.60 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.61 1 69 70 102 103 147 148 168 169 264 VK 0 +VK2.62 1 69 70 117 118 162 163 183 184 279 VK 0 +VK1.63 1 69 70 102 103 147 148 168 169 264 VK 0 +VL3.1 1 66 67 99 100 144 145 165 166 261 VL 0 +VL4.2 1 66 67 102 103 147 148 180 181 276 VL 0 +VL2.3 1 66 67 108 109 153 154 174 175 270 VL 0 +VL3.4 1 66 67 99 100 144 145 165 166 261 VL 0 +VL2.5 1 66 67 108 109 153 154 174 175 270 VL 0 +VL2.7 1 66 67 108 109 153 154 174 175 270 VL 0 +VL3.8 1 66 67 99 100 144 145 165 166 261 VL 0 +VL2.9 1 66 67 108 109 153 154 174 175 270 VL 0 +VL3.10 1 66 67 99 100 144 145 165 166 261 VL 0 +VL3.11 1 66 67 99 100 144 145 165 166 261 VL 0 +VL3.12 1 66 67 99 100 144 145 165 166 261 VL 0 +VL2.13 1 66 67 108 109 153 154 174 175 270 VL 0 +VL3.14 1 66 67 99 100 144 145 165 166 261 VL 0 +VL3.15 1 66 67 99 100 144 145 165 166 261 VL 0 +VL1.16 1 66 67 105 106 150 151 171 172 267 VL 0 +VL5.17 1 66 67 108 109 153 154 186 187 288 VL 0 +VL1.18 1 66 67 105 106 150 151 171 172 267 VL 0 +VL1.19 1 66 67 105 106 150 151 171 172 267 VL 0 +VL7.21 1 66 67 108 109 153 154 174 175 270 VL 0 +VL1.22 1 66 67 105 106 150 151 171 172 267 VL 0 +VL5.23 1 66 67 108 109 153 154 186 187 288 VL 0 +VL7.24 1 66 67 108 109 153 154 174 175 270 VL 0 +VL1.25 1 66 67 105 106 150 151 171 172 267 VL 0 +VL7.26 1 66 67 108 109 153 154 174 175 270 VL 0 +VL1.27 1 66 67 105 106 150 151 171 172 267 VL 0 +VL5.28 1 66 67 108 109 153 154 186 187 288 VL 0 +VL9.29 1 66 67 102 103 147 148 183 184 279 VL 0 +VL1.30 1 66 67 105 106 150 151 171 172 267 VL 0 +VL1.31 1 66 67 105 106 150 151 171 172 267 VL 0 +VL5.32 1 66 67 108 109 153 154 186 187 288 VL 0 +VL7.33 1 66 67 108 109 153 154 174 175 270 VL 0 +VL6.34 1 48 49 87 88 132 133 153 154 255 VL 0 +VL5.35 1 66 67 108 109 153 154 186 187 288 VL 0 +VL4.36 1 66 67 102 103 147 148 180 181 276 VL 0 +VL1.37 1 66 67 108 109 153 154 174 175 270 VL 0 +VL5.38 1 66 67 108 109 153 154 186 187 288 VL 0 +VL6.39 1 48 49 87 88 132 133 153 154 255 VL 0 +VL6.40 1 48 49 87 88 132 133 153 154 255 VL 0 +VL10.41 1 66 67 105 106 150 151 171 172 267 VL 0 +VL11.42 1 66 67 108 109 153 154 186 187 288 VL 0 +VL8.43 1 66 67 108 109 153 154 174 175 270 VL 0 +VL2.44 1 66 67 108 109 153 154 174 175 270 VL 0 +VL3.45 1 66 67 99 100 144 145 165 166 261 VL 0 +VL3.46 1 66 67 99 100 144 145 165 166 261 VL 0 +VL3.47 1 66 67 99 100 144 145 165 166 261 VL 0 +VL3.48 1 66 67 99 100 144 145 165 166 261 VL 0 +VL3.49 1 66 67 99 100 144 145 165 166 261 VL 0 +VL2.50 1 66 67 108 109 153 154 174 175 270 VL 0 +VL2.51 1 66 67 108 109 153 154 174 175 270 VL 0 +VH6.1 1 90 91 111 112 153 154 207 208 303 VH 0 +VH3.2 1 90 91 105 106 147 148 198 199 294 VH 0 +VH2.3 1 90 91 111 112 153 154 201 202 297 VH 0 +VH3.4 1 90 91 105 106 147 148 192 193 288 VH 0 +VH3.5 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3.6 1 90 91 105 106 147 148 204 205 300 VH 0 +VH5.7 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.8 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.9 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3.10 1 90 91 105 106 147 148 204 205 300 VH 0 +VH4.11 1 90 91 105 106 147 148 198 199 294 VH 0 +VH2.12 1 90 91 111 112 153 154 201 202 297 VH 0 +VH3.14 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.15 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1.16 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.17 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.18 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3.19 1 90 91 105 106 147 148 204 205 300 VH 0 +VH7.21 1 90 91 105 106 147 148 198 199 294 VH 0 +VH4.22 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1.23 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.24 1 90 91 105 106 147 148 198 199 294 VH 0 +VH2.25 1 90 91 111 112 153 154 201 202 297 VH 0 +VH4.26 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.27 1 90 91 105 106 147 148 195 196 291 VH 0 +VH4.28 1 90 91 111 112 153 154 201 202 297 VH 0 +VH3.29 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3.30 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3.31 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.33 1 90 91 105 106 147 148 198 199 294 VH 0 +VH4.34 1 90 91 108 109 150 151 201 202 297 VH 0 +VH4.35 1 90 91 108 109 150 151 201 202 297 VH 0 +VH1.36 1 90 91 105 106 147 148 198 199 294 VH 0 +VH4.37 1 90 91 105 106 147 148 198 199 294 VH 0 +VH4.38 1 90 91 108 109 150 151 201 202 297 VH 0 +VH4.39 1 90 91 108 109 150 151 201 202 297 VH 0 +VH4.40 1 90 91 108 109 150 151 201 202 297 VH 0 +VH3.41 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.42 1 90 91 105 106 147 148 204 205 300 VH 0 +VH4.43 1 90 91 108 109 150 151 201 202 297 VH 0 +VH3.44 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.45 1 90 91 105 106 147 148 198 199 294 VH 0 +VH5.46 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.47 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3.48 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.49 1 81 82 96 97 138 139 195 196 291 VH 0 +VH3.50 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.51 1 90 91 105 106 147 148 195 196 291 VH 0 +VH3.52 1 90 91 105 106 147 148 201 202 297 VH 0 +VH1.53 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.54 1 90 91 105 106 147 148 204 205 300 VH 0 +VH3.55 1 90 91 105 106 147 148 195 196 291 VH 0 +VH3.56 1 90 91 105 106 147 148 198 199 294 VH 0 +VH4.57 1 90 91 111 112 153 154 204 205 300 VH 0 +VH3.58 1 90 91 105 106 147 148 198 199 294 VH 0 +VH1.59 1 90 91 105 106 147 148 198 199 294 VH 0 +VH3.60 1 90 91 105 106 147 148 195 196 291 VH 0 +VH2.62 1 90 91 111 112 153 154 201 202 297 VH 0 +VH3.63 1 90 91 105 106 147 148 198 199 294 VH 0 +IGHV3-17ORF 1 90 91 105 106 147 148 195 196 291 VH 0 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.pdm.imgt b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.pdm.imgt new file mode 100644 index 000000000..8cd0957ee --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.pdm.imgt @@ -0,0 +1,174 @@ +VK4.1 1 26 27 38 39 55 56 58 59 94 VK 0 +VK5.2 1 26 27 32 33 49 50 52 53 88 VK 0 +VK3.3 1 26 27 32 33 49 50 52 53 88 VK 0 +VK5.4 1 26 27 32 33 49 50 52 53 88 VK 0 +VK7.5 1 26 27 36 37 53 54 56 57 92 VK 0 +VK2.6 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.7 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.8 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.9 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.10 1 26 27 32 33 49 50 52 53 88 VK 0 +VK3.11 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.12 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.13 1 26 27 32 33 49 50 52 53 88 VK 0 +VK3.14 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.15 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.16 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.17 1 26 27 37 38 54 55 57 58 93 VK 0 +VK3.18 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.19 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.20 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.21 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.22 1 26 27 37 38 54 55 57 58 93 VK 0 +VK3.23 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.24 1 26 27 32 33 49 50 52 53 88 VK 0 +VK3.25 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.26 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.27 1 26 27 32 33 49 50 52 53 88 VK 0 +VK6.28 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.29 1 26 27 32 33 49 50 52 53 88 VK 0 +VK3.30 1 26 27 32 33 49 50 52 53 88 VK 0 +VK6.31 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.32 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.33 1 26 27 37 38 54 55 57 58 93 VK 0 +VK2.34 1 26 27 37 38 54 55 57 58 93 VK 0 +VK3.35 1 26 27 32 33 49 50 52 53 88 VK 0 +VK3.36 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.37 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.38 1 26 27 38 39 55 56 58 59 94 VK 0 +VK2.39 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.40 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.41 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.42 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.43 1 26 27 37 38 54 55 57 58 93 VK 0 +VK2.44 1 26 27 37 38 54 55 57 58 93 VK 0 +VK2.45 1 27 28 38 39 55 56 58 59 94 VK 0 +VK2.46 1 26 27 38 39 55 56 58 59 94 VK 0 +VK2.47 1 26 27 37 38 54 55 57 58 93 VK 0 +VK2.48 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.49 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.50 1 26 27 37 38 54 55 57 58 93 VK 0 +VK2.51 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.52 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.53 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.54 1 26 27 32 33 49 50 52 53 88 VK 0 +VK1.55 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.56 1 26 27 38 39 55 56 58 59 94 VK 0 +VK1.57 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.58 1 26 27 37 38 54 55 57 58 93 VK 0 +VK2.59 1 26 27 37 38 54 55 57 58 93 VK 0 +VK2.60 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.61 1 26 27 32 33 49 50 52 53 88 VK 0 +VK2.62 1 26 27 37 38 54 55 57 58 93 VK 0 +VK1.63 1 26 27 32 33 49 50 52 53 88 VK 0 +VL3.1 1 25 26 31 32 48 49 51 52 87 VL 0 +VL4.2 1 25 26 32 33 49 50 56 57 92 VL 0 +VL2.3 1 25 26 34 35 51 52 54 55 90 VL 0 +VL3.4 1 25 26 31 32 48 49 51 52 87 VL 0 +VL2.5 1 25 26 34 35 51 52 54 55 90 VL 0 +VL2.7 1 25 26 34 35 51 52 54 55 90 VL 0 +VL3.8 1 25 26 31 32 48 49 51 52 87 VL 0 +VL2.9 1 25 26 34 35 51 52 54 55 90 VL 0 +VL3.10 1 25 26 31 32 48 49 51 52 87 VL 0 +VL3.11 1 25 26 31 32 48 49 51 52 87 VL 0 +VL3.12 1 25 26 31 32 48 49 51 52 87 VL 0 +VL2.13 1 25 26 34 35 51 52 54 55 90 VL 0 +VL3.14 1 25 26 31 32 48 49 51 52 87 VL 0 +VL3.15 1 25 26 31 32 48 49 51 52 87 VL 0 +VL1.16 1 25 26 33 34 50 51 53 54 89 VL 0 +VL5.17 1 25 26 34 35 51 52 58 59 96 VL 0 +VL1.18 1 25 26 33 34 50 51 53 54 89 VL 0 +VL1.19 1 25 26 33 34 50 51 53 54 89 VL 0 +VL7.21 1 25 26 34 35 51 52 54 55 90 VL 0 +VL1.22 1 25 26 33 34 50 51 53 54 89 VL 0 +VL5.23 1 25 26 34 35 51 52 58 59 96 VL 0 +VL7.24 1 25 26 34 35 51 52 54 55 90 VL 0 +VL1.25 1 25 26 33 34 50 51 53 54 89 VL 0 +VL7.26 1 25 26 34 35 51 52 54 55 90 VL 0 +VL1.27 1 25 26 33 34 50 51 53 54 89 VL 0 +VL5.28 1 25 26 34 35 51 52 58 59 96 VL 0 +VL9.29 1 25 26 32 33 49 50 57 58 93 VL 0 +VL1.30 1 25 26 33 34 50 51 53 54 89 VL 0 +VL1.31 1 25 26 33 34 50 51 53 54 89 VL 0 +VL5.32 1 25 26 34 35 51 52 58 59 96 VL 0 +VL7.33 1 25 26 34 35 51 52 54 55 90 VL 0 +VL6.34 1 19 20 27 28 44 45 47 48 85 VL 0 +VL5.35 1 25 26 34 35 51 52 58 59 96 VL 0 +VL4.36 1 25 26 32 33 49 50 56 57 92 VL 0 +VL1.37 1 25 26 34 35 51 52 54 55 90 VL 0 +VL5.38 1 25 26 34 35 51 52 58 59 96 VL 0 +VL6.39 1 19 20 27 28 44 45 47 48 85 VL 0 +VL6.40 1 19 20 27 28 44 45 47 48 85 VL 0 +VL10.41 1 25 26 33 34 50 51 53 54 89 VL 0 +VL11.42 1 25 26 34 35 51 52 58 59 96 VL 0 +VL8.43 1 25 26 34 35 51 52 54 55 90 VL 0 +VL2.44 1 25 26 34 35 51 52 54 55 90 VL 0 +VL3.45 1 25 26 31 32 48 49 51 52 87 VL 0 +VL3.46 1 25 26 31 32 48 49 51 52 87 VL 0 +VL3.47 1 25 26 31 32 48 49 51 52 87 VL 0 +VL3.48 1 25 26 31 32 48 49 51 52 87 VL 0 +VL3.49 1 25 26 31 32 48 49 51 52 87 VL 0 +VL2.50 1 25 26 34 35 51 52 54 55 90 VL 0 +VL2.51 1 25 26 34 35 51 52 54 55 90 VL 0 +VH6.1 1 25 26 35 36 52 53 61 62 99 VH 0 +VH3.2 1 25 26 33 34 50 51 58 59 96 VH 0 +VH2.3 1 25 26 35 36 52 53 59 60 97 VH 0 +VH3.4 1 25 26 33 34 50 51 56 57 94 VH 0 +VH3.5 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3.6 1 25 26 33 34 50 51 60 61 98 VH 0 +VH5.7 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.8 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.9 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3.10 1 25 26 33 34 50 51 60 61 98 VH 0 +VH4.11 1 25 26 33 34 50 51 58 59 96 VH 0 +VH2.12 1 25 26 35 36 52 53 59 60 97 VH 0 +VH3.13 1 25 26 33 34 50 51 56 57 94 VH 0 +VH3.14 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.15 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1.16 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.17 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.18 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3.19 1 25 26 33 34 50 51 60 61 98 VH 0 +VH5.20 1 25 26 33 34 50 51 58 59 96 VH 0 +VH7.21 1 25 26 33 34 50 51 58 59 96 VH 0 +VH4.22 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1.23 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.24 1 25 26 33 34 50 51 58 59 96 VH 0 +VH2.25 1 25 26 35 36 52 53 59 60 97 VH 0 +VH4.26 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.27 1 25 26 33 34 50 51 57 58 95 VH 0 +VH4.28 1 25 26 35 36 52 53 59 60 97 VH 0 +VH3.29 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3.30 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3.31 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.33 1 25 26 33 34 50 51 58 59 96 VH 0 +VH4.34 1 25 26 34 35 51 52 59 60 97 VH 0 +VH4.35 1 25 26 34 35 51 52 59 60 97 VH 0 +VH1.36 1 25 26 33 34 50 51 58 59 96 VH 0 +VH4.37 1 25 26 33 34 50 51 58 59 96 VH 0 +VH4.38 1 25 26 34 35 51 52 59 60 97 VH 0 +VH4.39 1 25 26 34 35 51 52 59 60 97 VH 0 +VH4.40 1 25 26 34 35 51 52 59 60 97 VH 0 +VH3.41 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.42 1 25 26 33 34 50 51 60 61 98 VH 0 +VH4.43 1 25 26 34 35 51 52 59 60 97 VH 0 +VH3.44 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.45 1 25 26 33 34 50 51 58 59 96 VH 0 +VH5.46 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.47 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3.48 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.49 1 22 23 30 31 47 48 57 58 95 VH 0 +VH3.50 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.51 1 25 26 33 34 50 51 57 58 95 VH 0 +VH3.52 1 25 26 33 34 50 51 59 60 97 VH 0 +VH1.53 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.54 1 25 26 33 34 50 51 60 61 98 VH 0 +VH3.55 1 25 26 33 34 50 51 57 58 95 VH 0 +VH3.56 1 25 26 33 34 50 51 58 59 96 VH 0 +VH4.57 1 25 26 35 36 52 53 60 61 98 VH 0 +VH3.58 1 25 26 33 34 50 51 58 59 96 VH 0 +VH1.59 1 25 26 33 34 50 51 58 59 96 VH 0 +VH3.60 1 25 26 33 34 50 51 57 58 95 VH 0 +VH2.62 1 25 26 35 36 52 53 59 60 97 VH 0 +VH3.63 1 25 26 33 34 50 51 58 59 96 VH 0 +IGHV3-17ORF 1 25 26 33 34 50 51 57 58 95 VH 0 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.pdm.kabat b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.pdm.kabat new file mode 100644 index 000000000..b2f81663c --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey.pdm.kabat @@ -0,0 +1,172 @@ +VK4.1 1 23 24 40 41 55 56 62 63 94 VK 0 +VK5.2 1 23 24 34 35 49 50 56 57 88 VK 0 +VK3.3 1 23 24 34 35 49 50 56 57 88 VK 0 +VK5.4 1 23 24 34 35 49 50 56 57 88 VK 0 +VK7.5 1 23 24 38 39 53 54 60 61 92 VK 0 +VK2.6 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.7 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.8 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.9 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.10 1 23 24 34 35 49 50 56 57 88 VK 0 +VK3.11 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.12 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.13 1 23 24 34 35 49 50 56 57 88 VK 0 +VK3.14 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.15 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.16 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.17 1 23 24 39 40 54 55 61 62 93 VK 0 +VK3.18 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.19 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.20 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.21 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.22 1 23 24 39 40 54 55 61 62 93 VK 0 +VK3.23 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.24 1 23 24 34 35 49 50 56 57 88 VK 0 +VK3.25 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.26 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.27 1 23 24 34 35 49 50 56 57 88 VK 0 +VK6.28 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.29 1 23 24 34 35 49 50 56 57 88 VK 0 +VK3.30 1 23 24 34 35 49 50 56 57 88 VK 0 +VK6.31 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.32 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.33 1 23 24 39 40 54 55 61 62 93 VK 0 +VK2.34 1 23 24 39 40 54 55 61 62 93 VK 0 +VK3.35 1 23 24 34 35 49 50 56 57 88 VK 0 +VK3.36 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.37 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.38 1 23 24 40 41 55 56 62 63 94 VK 0 +VK2.39 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.40 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.41 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.42 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.43 1 23 24 39 40 54 55 61 62 93 VK 0 +VK2.44 1 23 24 39 40 54 55 61 62 93 VK 0 +VK2.45 1 24 25 40 41 55 56 62 63 94 VK 0 +VK2.46 1 23 24 40 41 55 56 62 63 94 VK 0 +VK2.47 1 23 24 39 40 54 55 61 62 93 VK 0 +VK2.48 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.49 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.50 1 23 24 39 40 54 55 61 62 93 VK 0 +VK2.51 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.52 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.53 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.54 1 23 24 34 35 49 50 56 57 88 VK 0 +VK1.55 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.56 1 23 24 40 41 55 56 62 63 94 VK 0 +VK1.57 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.58 1 23 24 39 40 54 55 61 62 93 VK 0 +VK2.59 1 23 24 39 40 54 55 61 62 93 VK 0 +VK2.60 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.61 1 23 24 34 35 49 50 56 57 88 VK 0 +VK2.62 1 23 24 39 40 54 55 61 62 93 VK 0 +VK1.63 1 23 24 34 35 49 50 56 57 88 VK 0 +VL3.1 1 22 23 33 34 48 49 55 56 87 VL 0 +VL4.2 1 22 23 34 35 49 50 60 61 92 VL 0 +VL2.3 1 22 23 36 37 51 52 58 59 90 VL 0 +VL3.4 1 22 23 33 34 48 49 55 56 87 VL 0 +VL2.5 1 22 23 36 37 51 52 58 59 90 VL 0 +VL2.7 1 22 23 36 37 51 52 58 59 90 VL 0 +VL3.8 1 22 23 33 34 48 49 55 56 87 VL 0 +VL2.9 1 22 23 36 37 51 52 58 59 90 VL 0 +VL3.10 1 22 23 33 34 48 49 55 56 87 VL 0 +VL3.11 1 22 23 33 34 48 49 55 56 87 VL 0 +VL3.12 1 22 23 33 34 48 49 55 56 87 VL 0 +VL2.13 1 22 23 36 37 51 52 58 59 90 VL 0 +VL3.14 1 22 23 33 34 48 49 55 56 87 VL 0 +VL3.15 1 22 23 33 34 48 49 55 56 87 VL 0 +VL1.16 1 22 23 35 36 50 51 57 58 89 VL 0 +VL5.17 1 22 23 36 37 51 52 62 63 96 VL 0 +VL1.18 1 22 23 35 36 50 51 57 58 89 VL 0 +VL1.19 1 22 23 35 36 50 51 57 58 89 VL 0 +VL7.21 1 22 23 36 37 51 52 58 59 90 VL 0 +VL1.22 1 22 23 35 36 50 51 57 58 89 VL 0 +VL5.23 1 22 23 36 37 51 52 62 63 96 VL 0 +VL7.24 1 22 23 36 37 51 52 58 59 90 VL 0 +VL1.25 1 22 23 35 36 50 51 57 58 89 VL 0 +VL7.26 1 22 23 36 37 51 52 58 59 90 VL 0 +VL1.27 1 22 23 35 36 50 51 57 58 89 VL 0 +VL5.28 1 22 23 36 37 51 52 62 63 96 VL 0 +VL9.29 1 22 23 34 35 49 50 61 62 93 VL 0 +VL1.30 1 22 23 35 36 50 51 57 58 89 VL 0 +VL1.31 1 22 23 35 36 50 51 57 58 89 VL 0 +VL5.32 1 22 23 36 37 51 52 62 63 96 VL 0 +VL7.33 1 22 23 36 37 51 52 58 59 90 VL 0 +VL6.34 1 16 17 29 30 44 45 51 52 85 VL 0 +VL5.35 1 22 23 36 37 51 52 62 63 96 VL 0 +VL4.36 1 22 23 34 35 49 50 60 61 92 VL 0 +VL1.37 1 22 23 36 37 51 52 58 59 90 VL 0 +VL5.38 1 22 23 36 37 51 52 62 63 96 VL 0 +VL6.39 1 16 17 29 30 44 45 51 52 85 VL 0 +VL6.40 1 16 17 29 30 44 45 51 52 85 VL 0 +VL10.41 1 22 23 35 36 50 51 57 58 89 VL 0 +VL11.42 1 22 23 36 37 51 52 62 63 96 VL 0 +VL8.43 1 22 23 36 37 51 52 58 59 90 VL 0 +VL2.44 1 22 23 36 37 51 52 58 59 90 VL 0 +VL3.45 1 22 23 33 34 48 49 55 56 87 VL 0 +VL3.46 1 22 23 33 34 48 49 55 56 87 VL 0 +VL3.47 1 22 23 33 34 48 49 55 56 87 VL 0 +VL3.48 1 22 23 33 34 48 49 55 56 87 VL 0 +VL3.49 1 22 23 33 34 48 49 55 56 87 VL 0 +VL2.50 1 22 23 36 37 51 52 58 59 90 VL 0 +VL2.51 1 22 23 36 37 51 52 58 59 90 VL 0 +VH6.1 1 30 31 37 38 51 52 69 70 101 VH 0 +VH3.2 1 30 31 35 36 49 50 66 67 98 VH 0 +VH2.3 1 30 31 37 38 51 52 67 68 99 VH 0 +VH3.4 1 30 31 35 36 49 50 64 65 96 VH 0 +VH3.5 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3.6 1 30 31 35 36 49 50 68 69 100 VH 0 +VH5.7 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.8 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.9 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3.10 1 30 31 35 36 49 50 68 69 100 VH 0 +VH4.11 1 30 31 35 36 49 50 66 67 98 VH 0 +VH2.12 1 30 31 37 38 51 52 67 68 99 VH 0 +VH3.14 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.15 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1.16 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.17 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.18 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3.19 1 30 31 35 36 49 50 68 69 100 VH 0 +VH7.21 1 30 31 35 36 49 50 66 67 98 VH 0 +VH4.22 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1.23 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.24 1 30 31 35 36 49 50 66 67 98 VH 0 +VH2.25 1 30 31 37 38 51 52 67 68 99 VH 0 +VH4.26 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.27 1 30 31 35 36 49 50 65 66 97 VH 0 +VH4.28 1 30 31 37 38 51 52 67 68 99 VH 0 +VH3.29 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3.30 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3.31 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.33 1 30 31 35 36 49 50 66 67 98 VH 0 +VH4.34 1 30 31 36 37 50 51 67 68 99 VH 0 +VH4.35 1 30 31 36 37 50 51 67 68 99 VH 0 +VH1.36 1 30 31 35 36 49 50 66 67 98 VH 0 +VH4.37 1 30 31 35 36 49 50 66 67 98 VH 0 +VH4.38 1 30 31 36 37 50 51 67 68 99 VH 0 +VH4.39 1 30 31 36 37 50 51 67 68 99 VH 0 +VH4.40 1 30 31 36 37 50 51 67 68 99 VH 0 +VH3.41 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.42 1 30 31 35 36 49 50 68 69 100 VH 0 +VH4.43 1 30 31 36 37 50 51 67 68 99 VH 0 +VH3.44 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.45 1 30 31 35 36 49 50 66 67 98 VH 0 +VH5.46 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.47 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3.48 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.49 1 27 28 32 33 46 47 65 66 97 VH 0 +VH3.50 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.51 1 30 31 35 36 49 50 65 66 97 VH 0 +VH3.52 1 30 31 35 36 49 50 67 68 99 VH 0 +VH1.53 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.54 1 30 31 35 36 49 50 68 69 100 VH 0 +VH3.55 1 30 31 35 36 49 50 65 66 97 VH 0 +VH3.56 1 30 31 35 36 49 50 66 67 98 VH 0 +VH4.57 1 30 31 37 38 51 52 68 69 100 VH 0 +VH3.58 1 30 31 35 36 49 50 66 67 98 VH 0 +VH1.59 1 30 31 35 36 49 50 66 67 98 VH 0 +VH3.60 1 30 31 35 36 49 50 65 66 97 VH 0 +VH2.62 1 30 31 37 38 51 52 67 68 99 VH 0 +VH3.63 1 30 31 35 36 49 50 66 67 98 VH 0 +IGHV3-17ORF 1 30 31 35 36 49 50 65 66 97 VH 0 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nhr b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nhr new file mode 100644 index 000000000..29b4e39e0 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nhr differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nin b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nin new file mode 100644 index 000000000..cbfd5ffdc Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nin differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nog b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nog new file mode 100644 index 000000000..558e6569e Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nog differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsd b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsd new file mode 100644 index 000000000..852b66db9 --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsd @@ -0,0 +1,64 @@ +ighd1-1*010 +ighd1-2*011 +ighd1-3*012 +ighd1-4*013 +ighd1-5*014 +ighd1-6*015 +ighd1-7*016 +ighd1-8*017 +ighd2-1*018 +ighd2-2*019 +ighd2-3*0110 +ighd2-4*0111 +ighd2-5*0112 +ighd2-6*0113 +ighd3-1*0114 +ighd3-2*0115 +ighd3-3*0116 +ighd3-4*0117 +ighd4-1*0118 +ighd4-2*0119 +ighd4-3*0120 +ighd4-4*0121 +ighd5-1*0122 +ighd5-2*0123 +ighd5-3*0124 +ighd6-1*0125 +ighd6-2*0126 +ighd6-3*0127 +ighd6-4*0128 +ighd6-5*0129 +ighd6-6*0130 +ighd7-1*0131 +lcl|ighd1-1*010 +lcl|ighd1-2*011 +lcl|ighd1-3*012 +lcl|ighd1-4*013 +lcl|ighd1-5*014 +lcl|ighd1-6*015 +lcl|ighd1-7*016 +lcl|ighd1-8*017 +lcl|ighd2-1*018 +lcl|ighd2-2*019 +lcl|ighd2-3*0110 +lcl|ighd2-4*0111 +lcl|ighd2-5*0112 +lcl|ighd2-6*0113 +lcl|ighd3-1*0114 +lcl|ighd3-2*0115 +lcl|ighd3-3*0116 +lcl|ighd3-4*0117 +lcl|ighd4-1*0118 +lcl|ighd4-2*0119 +lcl|ighd4-3*0120 +lcl|ighd4-4*0121 +lcl|ighd5-1*0122 +lcl|ighd5-2*0123 +lcl|ighd5-3*0124 +lcl|ighd6-1*0125 +lcl|ighd6-2*0126 +lcl|ighd6-3*0127 +lcl|ighd6-4*0128 +lcl|ighd6-5*0129 +lcl|ighd6-6*0130 +lcl|ighd7-1*0131 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsi b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsi new file mode 100644 index 000000000..8087ce734 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsi differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsq b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsq new file mode 100644 index 000000000..3199efb32 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_D.nsq differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nhr b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nhr new file mode 100644 index 000000000..5461e5293 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nhr differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nin b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nin new file mode 100644 index 000000000..5e4434bd4 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nin differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nog b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nog new file mode 100644 index 000000000..8927cbad2 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nog differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsd b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsd new file mode 100644 index 000000000..31db3819d --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsd @@ -0,0 +1,40 @@ +ighj1*010 +ighj2*011 +ighj3*012 +ighj4*013 +ighj5-1*014 +ighj5-2*015 +ighj5-2*026 +ighj6*017 +jk115 +jk216 +jk317 +jk418 +jk519 +jl18 +jl29 +jl310 +jl411 +jl512 +jl613 +jlx114 +lcl|ighj1*010 +lcl|ighj2*011 +lcl|ighj3*012 +lcl|ighj4*013 +lcl|ighj5-1*014 +lcl|ighj5-2*015 +lcl|ighj5-2*026 +lcl|ighj6*017 +lcl|jk115 +lcl|jk216 +lcl|jk317 +lcl|jk418 +lcl|jk519 +lcl|jl18 +lcl|jl29 +lcl|jl310 +lcl|jl411 +lcl|jl512 +lcl|jl613 +lcl|jlx114 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsi b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsi new file mode 100644 index 000000000..374156c52 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsi differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsq b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsq new file mode 100644 index 000000000..65e31d350 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_J.nsq differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nhr b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nhr new file mode 100644 index 000000000..91f79983a Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nhr differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nin b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nin new file mode 100644 index 000000000..4b1a28084 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nin differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nog b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nog new file mode 100644 index 000000000..fb72a85f0 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nog differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsd b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsd new file mode 100644 index 000000000..013f8b33f --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsd @@ -0,0 +1,354 @@ +ighv3-17orf62 +lcl|ighv3-17orf62 +lcl|vh1.1615 +lcl|vh1.2322 +lcl|vh1.3634 +lcl|vh1.5351 +lcl|vh1.5957 +lcl|vh1.6159 +lcl|vh2.1211 +lcl|vh2.2524 +lcl|vh2.32 +lcl|vh2.6260 +lcl|vh3.109 +lcl|vh3.1312 +lcl|vh3.1413 +lcl|vh3.1514 +lcl|vh3.1716 +lcl|vh3.1817 +lcl|vh3.1918 +lcl|vh3.21 +lcl|vh3.2423 +lcl|vh3.2726 +lcl|vh3.2928 +lcl|vh3.3029 +lcl|vh3.3130 +lcl|vh3.3331 +lcl|vh3.43 +lcl|vh3.4139 +lcl|vh3.4240 +lcl|vh3.4442 +lcl|vh3.4543 +lcl|vh3.4745 +lcl|vh3.4846 +lcl|vh3.4947 +lcl|vh3.54 +lcl|vh3.5048 +lcl|vh3.5149 +lcl|vh3.5250 +lcl|vh3.5452 +lcl|vh3.5553 +lcl|vh3.5654 +lcl|vh3.5856 +lcl|vh3.65 +lcl|vh3.6058 +lcl|vh3.6361 +lcl|vh3.87 +lcl|vh3.98 +lcl|vh4.1110 +lcl|vh4.2221 +lcl|vh4.2625 +lcl|vh4.2827 +lcl|vh4.3432 +lcl|vh4.3533 +lcl|vh4.3735 +lcl|vh4.3836 +lcl|vh4.3937 +lcl|vh4.4038 +lcl|vh4.4341 +lcl|vh4.5755 +lcl|vh5.2019 +lcl|vh5.4644 +lcl|vh5.76 +lcl|vh6.10 +lcl|vh7.2120 +lcl|vk1.1072 +lcl|vk1.1274 +lcl|vk1.1375 +lcl|vk1.1577 +lcl|vk1.1678 +lcl|vk1.1981 +lcl|vk1.2082 +lcl|vk1.2183 +lcl|vk1.2486 +lcl|vk1.2688 +lcl|vk1.2789 +lcl|vk1.2991 +lcl|vk1.3294 +lcl|vk1.3799 +lcl|vk1.40102 +lcl|vk1.42104 +lcl|vk1.49111 +lcl|vk1.52114 +lcl|vk1.54116 +lcl|vk1.55117 +lcl|vk1.57119 +lcl|vk1.61123 +lcl|vk1.63125 +lcl|vk1.769 +lcl|vk1.870 +lcl|vk1.971 +lcl|vk2.1779 +lcl|vk2.2284 +lcl|vk2.3395 +lcl|vk2.3496 +lcl|vk2.38100 +lcl|vk2.39101 +lcl|vk2.41103 +lcl|vk2.43105 +lcl|vk2.44106 +lcl|vk2.45107 +lcl|vk2.46108 +lcl|vk2.47109 +lcl|vk2.48110 +lcl|vk2.50112 +lcl|vk2.51113 +lcl|vk2.53115 +lcl|vk2.56118 +lcl|vk2.58120 +lcl|vk2.59121 +lcl|vk2.668 +lcl|vk2.60122 +lcl|vk2.62124 +lcl|vk3.1173 +lcl|vk3.1476 +lcl|vk3.1880 +lcl|vk3.2385 +lcl|vk3.2587 +lcl|vk3.365 +lcl|vk3.3092 +lcl|vk3.3597 +lcl|vk3.3698 +lcl|vk4.163 +lcl|vk5.264 +lcl|vk5.466 +lcl|vk6.2890 +lcl|vk6.3193 +lcl|vk7.567 +lcl|vl1.16141 +lcl|vl1.18143 +lcl|vl1.19144 +lcl|vl1.20145 +lcl|vl1.22147 +lcl|vl1.25150 +lcl|vl1.27152 +lcl|vl1.30155 +lcl|vl1.31156 +lcl|vl1.37162 +lcl|vl10.41166 +lcl|vl11.42167 +lcl|vl2.13138 +lcl|vl2.3128 +lcl|vl2.44169 +lcl|vl2.5130 +lcl|vl2.50175 +lcl|vl2.51176 +lcl|vl2.7132 +lcl|vl2.9134 +lcl|vl3.1126 +lcl|vl3.10135 +lcl|vl3.11136 +lcl|vl3.12137 +lcl|vl3.14139 +lcl|vl3.15140 +lcl|vl3.4129 +lcl|vl3.45170 +lcl|vl3.46171 +lcl|vl3.47172 +lcl|vl3.48173 +lcl|vl3.49174 +lcl|vl3.6131 +lcl|vl3.8133 +lcl|vl4.2127 +lcl|vl4.36161 +lcl|vl5.17142 +lcl|vl5.23148 +lcl|vl5.28153 +lcl|vl5.32157 +lcl|vl5.35160 +lcl|vl5.38163 +lcl|vl6.34159 +lcl|vl6.39164 +lcl|vl6.40165 +lcl|vl7.21146 +lcl|vl7.24149 +lcl|vl7.26151 +lcl|vl7.33158 +lcl|vl8.43168 +lcl|vl9.29154 +vh1.1615 +vh1.2322 +vh1.3634 +vh1.5351 +vh1.5957 +vh1.6159 +vh2.1211 +vh2.2524 +vh2.32 +vh2.6260 +vh3.109 +vh3.1312 +vh3.1413 +vh3.1514 +vh3.1716 +vh3.1817 +vh3.1918 +vh3.21 +vh3.2423 +vh3.2726 +vh3.2928 +vh3.3029 +vh3.3130 +vh3.3331 +vh3.43 +vh3.4139 +vh3.4240 +vh3.4442 +vh3.4543 +vh3.4745 +vh3.4846 +vh3.4947 +vh3.54 +vh3.5048 +vh3.5149 +vh3.5250 +vh3.5452 +vh3.5553 +vh3.5654 +vh3.5856 +vh3.65 +vh3.6058 +vh3.6361 +vh3.87 +vh3.98 +vh4.1110 +vh4.2221 +vh4.2625 +vh4.2827 +vh4.3432 +vh4.3533 +vh4.3735 +vh4.3836 +vh4.3937 +vh4.4038 +vh4.4341 +vh4.5755 +vh5.2019 +vh5.4644 +vh5.76 +vh6.10 +vh7.2120 +vk1.1072 +vk1.1274 +vk1.1375 +vk1.1577 +vk1.1678 +vk1.1981 +vk1.2082 +vk1.2183 +vk1.2486 +vk1.2688 +vk1.2789 +vk1.2991 +vk1.3294 +vk1.3799 +vk1.40102 +vk1.42104 +vk1.49111 +vk1.52114 +vk1.54116 +vk1.55117 +vk1.57119 +vk1.61123 +vk1.63125 +vk1.769 +vk1.870 +vk1.971 +vk2.1779 +vk2.2284 +vk2.3395 +vk2.3496 +vk2.38100 +vk2.39101 +vk2.41103 +vk2.43105 +vk2.44106 +vk2.45107 +vk2.46108 +vk2.47109 +vk2.48110 +vk2.50112 +vk2.51113 +vk2.53115 +vk2.56118 +vk2.58120 +vk2.59121 +vk2.668 +vk2.60122 +vk2.62124 +vk3.1173 +vk3.1476 +vk3.1880 +vk3.2385 +vk3.2587 +vk3.365 +vk3.3092 +vk3.3597 +vk3.3698 +vk4.163 +vk5.264 +vk5.466 +vk6.2890 +vk6.3193 +vk7.567 +vl1.16141 +vl1.18143 +vl1.19144 +vl1.20145 +vl1.22147 +vl1.25150 +vl1.27152 +vl1.30155 +vl1.31156 +vl1.37162 +vl10.41166 +vl11.42167 +vl2.13138 +vl2.3128 +vl2.44169 +vl2.5130 +vl2.50175 +vl2.51176 +vl2.7132 +vl2.9134 +vl3.1126 +vl3.10135 +vl3.11136 +vl3.12137 +vl3.14139 +vl3.15140 +vl3.4129 +vl3.45170 +vl3.46171 +vl3.47172 +vl3.48173 +vl3.49174 +vl3.6131 +vl3.8133 +vl4.2127 +vl4.36161 +vl5.17142 +vl5.23148 +vl5.28153 +vl5.32157 +vl5.35160 +vl5.38163 +vl6.34159 +vl6.39164 +vl6.40165 +vl7.21146 +vl7.24149 +vl7.26151 +vl7.33158 +vl8.43168 +vl9.29154 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsi b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsi new file mode 100644 index 000000000..c6289586c Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsi differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsq b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsq new file mode 100644 index 000000000..f389098bb Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.nsq differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.phr b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.phr new file mode 100644 index 000000000..dd40bfc5d Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.phr differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.pin b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.pin new file mode 100644 index 000000000..58201e156 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.pin differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.pog b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.pog new file mode 100644 index 000000000..fb72a85f0 Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.pog differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psd b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psd new file mode 100644 index 000000000..013f8b33f --- /dev/null +++ b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psd @@ -0,0 +1,354 @@ +ighv3-17orf62 +lcl|ighv3-17orf62 +lcl|vh1.1615 +lcl|vh1.2322 +lcl|vh1.3634 +lcl|vh1.5351 +lcl|vh1.5957 +lcl|vh1.6159 +lcl|vh2.1211 +lcl|vh2.2524 +lcl|vh2.32 +lcl|vh2.6260 +lcl|vh3.109 +lcl|vh3.1312 +lcl|vh3.1413 +lcl|vh3.1514 +lcl|vh3.1716 +lcl|vh3.1817 +lcl|vh3.1918 +lcl|vh3.21 +lcl|vh3.2423 +lcl|vh3.2726 +lcl|vh3.2928 +lcl|vh3.3029 +lcl|vh3.3130 +lcl|vh3.3331 +lcl|vh3.43 +lcl|vh3.4139 +lcl|vh3.4240 +lcl|vh3.4442 +lcl|vh3.4543 +lcl|vh3.4745 +lcl|vh3.4846 +lcl|vh3.4947 +lcl|vh3.54 +lcl|vh3.5048 +lcl|vh3.5149 +lcl|vh3.5250 +lcl|vh3.5452 +lcl|vh3.5553 +lcl|vh3.5654 +lcl|vh3.5856 +lcl|vh3.65 +lcl|vh3.6058 +lcl|vh3.6361 +lcl|vh3.87 +lcl|vh3.98 +lcl|vh4.1110 +lcl|vh4.2221 +lcl|vh4.2625 +lcl|vh4.2827 +lcl|vh4.3432 +lcl|vh4.3533 +lcl|vh4.3735 +lcl|vh4.3836 +lcl|vh4.3937 +lcl|vh4.4038 +lcl|vh4.4341 +lcl|vh4.5755 +lcl|vh5.2019 +lcl|vh5.4644 +lcl|vh5.76 +lcl|vh6.10 +lcl|vh7.2120 +lcl|vk1.1072 +lcl|vk1.1274 +lcl|vk1.1375 +lcl|vk1.1577 +lcl|vk1.1678 +lcl|vk1.1981 +lcl|vk1.2082 +lcl|vk1.2183 +lcl|vk1.2486 +lcl|vk1.2688 +lcl|vk1.2789 +lcl|vk1.2991 +lcl|vk1.3294 +lcl|vk1.3799 +lcl|vk1.40102 +lcl|vk1.42104 +lcl|vk1.49111 +lcl|vk1.52114 +lcl|vk1.54116 +lcl|vk1.55117 +lcl|vk1.57119 +lcl|vk1.61123 +lcl|vk1.63125 +lcl|vk1.769 +lcl|vk1.870 +lcl|vk1.971 +lcl|vk2.1779 +lcl|vk2.2284 +lcl|vk2.3395 +lcl|vk2.3496 +lcl|vk2.38100 +lcl|vk2.39101 +lcl|vk2.41103 +lcl|vk2.43105 +lcl|vk2.44106 +lcl|vk2.45107 +lcl|vk2.46108 +lcl|vk2.47109 +lcl|vk2.48110 +lcl|vk2.50112 +lcl|vk2.51113 +lcl|vk2.53115 +lcl|vk2.56118 +lcl|vk2.58120 +lcl|vk2.59121 +lcl|vk2.668 +lcl|vk2.60122 +lcl|vk2.62124 +lcl|vk3.1173 +lcl|vk3.1476 +lcl|vk3.1880 +lcl|vk3.2385 +lcl|vk3.2587 +lcl|vk3.365 +lcl|vk3.3092 +lcl|vk3.3597 +lcl|vk3.3698 +lcl|vk4.163 +lcl|vk5.264 +lcl|vk5.466 +lcl|vk6.2890 +lcl|vk6.3193 +lcl|vk7.567 +lcl|vl1.16141 +lcl|vl1.18143 +lcl|vl1.19144 +lcl|vl1.20145 +lcl|vl1.22147 +lcl|vl1.25150 +lcl|vl1.27152 +lcl|vl1.30155 +lcl|vl1.31156 +lcl|vl1.37162 +lcl|vl10.41166 +lcl|vl11.42167 +lcl|vl2.13138 +lcl|vl2.3128 +lcl|vl2.44169 +lcl|vl2.5130 +lcl|vl2.50175 +lcl|vl2.51176 +lcl|vl2.7132 +lcl|vl2.9134 +lcl|vl3.1126 +lcl|vl3.10135 +lcl|vl3.11136 +lcl|vl3.12137 +lcl|vl3.14139 +lcl|vl3.15140 +lcl|vl3.4129 +lcl|vl3.45170 +lcl|vl3.46171 +lcl|vl3.47172 +lcl|vl3.48173 +lcl|vl3.49174 +lcl|vl3.6131 +lcl|vl3.8133 +lcl|vl4.2127 +lcl|vl4.36161 +lcl|vl5.17142 +lcl|vl5.23148 +lcl|vl5.28153 +lcl|vl5.32157 +lcl|vl5.35160 +lcl|vl5.38163 +lcl|vl6.34159 +lcl|vl6.39164 +lcl|vl6.40165 +lcl|vl7.21146 +lcl|vl7.24149 +lcl|vl7.26151 +lcl|vl7.33158 +lcl|vl8.43168 +lcl|vl9.29154 +vh1.1615 +vh1.2322 +vh1.3634 +vh1.5351 +vh1.5957 +vh1.6159 +vh2.1211 +vh2.2524 +vh2.32 +vh2.6260 +vh3.109 +vh3.1312 +vh3.1413 +vh3.1514 +vh3.1716 +vh3.1817 +vh3.1918 +vh3.21 +vh3.2423 +vh3.2726 +vh3.2928 +vh3.3029 +vh3.3130 +vh3.3331 +vh3.43 +vh3.4139 +vh3.4240 +vh3.4442 +vh3.4543 +vh3.4745 +vh3.4846 +vh3.4947 +vh3.54 +vh3.5048 +vh3.5149 +vh3.5250 +vh3.5452 +vh3.5553 +vh3.5654 +vh3.5856 +vh3.65 +vh3.6058 +vh3.6361 +vh3.87 +vh3.98 +vh4.1110 +vh4.2221 +vh4.2625 +vh4.2827 +vh4.3432 +vh4.3533 +vh4.3735 +vh4.3836 +vh4.3937 +vh4.4038 +vh4.4341 +vh4.5755 +vh5.2019 +vh5.4644 +vh5.76 +vh6.10 +vh7.2120 +vk1.1072 +vk1.1274 +vk1.1375 +vk1.1577 +vk1.1678 +vk1.1981 +vk1.2082 +vk1.2183 +vk1.2486 +vk1.2688 +vk1.2789 +vk1.2991 +vk1.3294 +vk1.3799 +vk1.40102 +vk1.42104 +vk1.49111 +vk1.52114 +vk1.54116 +vk1.55117 +vk1.57119 +vk1.61123 +vk1.63125 +vk1.769 +vk1.870 +vk1.971 +vk2.1779 +vk2.2284 +vk2.3395 +vk2.3496 +vk2.38100 +vk2.39101 +vk2.41103 +vk2.43105 +vk2.44106 +vk2.45107 +vk2.46108 +vk2.47109 +vk2.48110 +vk2.50112 +vk2.51113 +vk2.53115 +vk2.56118 +vk2.58120 +vk2.59121 +vk2.668 +vk2.60122 +vk2.62124 +vk3.1173 +vk3.1476 +vk3.1880 +vk3.2385 +vk3.2587 +vk3.365 +vk3.3092 +vk3.3597 +vk3.3698 +vk4.163 +vk5.264 +vk5.466 +vk6.2890 +vk6.3193 +vk7.567 +vl1.16141 +vl1.18143 +vl1.19144 +vl1.20145 +vl1.22147 +vl1.25150 +vl1.27152 +vl1.30155 +vl1.31156 +vl1.37162 +vl10.41166 +vl11.42167 +vl2.13138 +vl2.3128 +vl2.44169 +vl2.5130 +vl2.50175 +vl2.51176 +vl2.7132 +vl2.9134 +vl3.1126 +vl3.10135 +vl3.11136 +vl3.12137 +vl3.14139 +vl3.15140 +vl3.4129 +vl3.45170 +vl3.46171 +vl3.47172 +vl3.48173 +vl3.49174 +vl3.6131 +vl3.8133 +vl4.2127 +vl4.36161 +vl5.17142 +vl5.23148 +vl5.28153 +vl5.32157 +vl5.35160 +vl5.38163 +vl6.34159 +vl6.39164 +vl6.40165 +vl7.21146 +vl7.24149 +vl7.26151 +vl7.33158 +vl8.43168 +vl9.29154 diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psi b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psi new file mode 100644 index 000000000..c6289586c Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psi differ diff --git a/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psq b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psq new file mode 100644 index 000000000..3f2cf3eee Binary files /dev/null and b/database/igblast/internal_data/rhesus_monkey/rhesus_monkey_V.psq differ diff --git a/database/igblast/optional_file/human_gl.aux b/database/igblast/optional_file/human_gl.aux new file mode 100644 index 000000000..8ed7e0418 --- /dev/null +++ b/database/igblast/optional_file/human_gl.aux @@ -0,0 +1,130 @@ +# The chain type, first coding frame start position, chain type, CDR3 stop. +#positions are 0-based + +IGHJ1*01 0 JH 17 +IGHJ1P*01 2 JH +IGHJ2*01 1 JH 18 +IGHJ2P*01 0 JH +IGHJ3*01 1 JH 15 +IGHJ3*02 1 JH 15 +IGHJ3P*01 0 JH +IGHJ4*01 2 JH 13 +IGHJ4*02 2 JH 13 +IGHJ4*03 2 JH 13 +IGHJ5*01 2 JH 16 +IGHJ5*02 2 JH 16 +IGHJ6*01 2 JH 28 +IGHJ6*02 2 JH 28 +IGHJ6*03 2 JH 28 +IGHJ6*04 2 JH 28 +IGKJ1*01 1 JK 6 +IGKJ2*01 2 JK 7 +IGKJ2*02 1 JK 6 +IGKJ2*03 2 JK 7 +IGKJ2*04 2 JK 7 +IGKJ3*01 1 JK 6 +IGKJ4*01 1 JK 6 +IGKJ4*02 1 JK 6 +IGKJ5*01 1 JK 6 +IGLJ1*01 1 JL 6 +IGLJ2*01 1 JL 6 +IGLJ3*01 1 JL 6 +IGLJ3*02 1 JL 6 +IGLJ4*01 1 JL 6 +IGLJ5*01 1 JL 6 +IGLJ5*02 1 JL 6 +IGLJ6*01 1 JL 6 +IGLJ7*01 1 JL 6 +IGLJ7*02 1 JL 6 +TRAJ1*01 1 JA 27 +TRAJ2*01 2 JA 31 +TRAJ3*01 1 JA 27 +TRAJ4*01 2 JA 28 +TRAJ5*01 2 JA 25 +TRAJ6*01 1 JA 27 +TRAJ7*01 1 JA 24 +TRAJ8*01 2 JA 25 +TRAJ9*01 0 JA 26 +TRAJ10*01 0 JA 29 +TRAJ11*01 2 JA 25 +TRAJ12*01 2 JA 25 +TRAJ13*01 2 JA 28 +TRAJ13*02 2 JA 28 +TRAJ13*02 2 JA 28 +TRAJ14*01 0 JA 17 +TRAJ15*01 2 JA 25 +TRAJ15*02 2 JA 25 +TRAJ16*01 2 JA 25 +TRAJ17*01 2 JA 28 +TRAJ18*01 2 JA 31 +TRAJ19*01 2 JA 25 +TRAJ20*01 2 JA 22 +TRAJ21*01 0 JA 20 +TRAJ22*01 2 JA 28 +TRAJ23*01 2 JA 28 +TRAJ23*02 2 JA 28 +TRAJ24*01 2 JA 28 +TRAJ24*02 2 JA 28 +TRAJ25*01 2 JA 25 +TRAJ26*01 2 JA 25 +TRAJ27*01 1 JA 24 +TRAJ28*01 2 JA 31 +TRAJ29*01 2 JA 25 +TRAJ30*01 2 JA 22 +TRAJ31*01 1 JA 22 +TRAJ32*01 2 JA 31 +TRAJ32*02 2 JA 25 +TRAJ33*01 2 JA 22 +TRAJ34*01 0 JA 23 +TRAJ35*01 1 JA 24 +TRAJ36*01 1 JA 24 +TRAJ37*01 1 JA 27 +TRAJ37*02 1 JA 27 +TRAJ38*01 1 JA 25 +TRAJ39*01 2 JA 28 +TRAJ40*01 0 JA 26 +TRAJ41*01 1 JA 27 +TRAJ42*01 2 JA 31 +TRAJ43*01 2 JA 19 +TRAJ44*01 2 JA 28 +TRAJ45*01 2 JA 31 +TRAJ46*01 2 JA 28 +TRAJ47*01 2 JA 22 +TRAJ47*02 2 JA 22 +TRAJ48*01 2 JA 28 +TRAJ49*01 1 JA 21 +TRAJ50*01 2 JA 25 +TRAJ52*01 2 JA 34 +TRAJ53*01 2 JA 31 +TRAJ54*01 2 JA 25 +TRAJ56*01 1 JA 27 +TRAJ57*01 2 JA 28 +TRAJ58*01 2 JA 28 +TRAJ59*01 2 JA 25 +TRAJ61*01 2 JA 25 +TRBJ1-1*01 2 JB 16 +TRBJ1-2*01 2 JB 16 +TRBJ1-3*01 1 JB 18 +TRBJ1-4*01 2 JB 19 +TRBJ1-5*01 1 JB 18 +TRBJ1-6*01 1 JB 21 +TRBJ1-6*02 1 JB 21 +TRBJ2-1*01 1 JB 18 +TRBJ2-2*01 2 JB 19 +TRBJ2-2P*01 0 JB 20 +TRBJ2-3*01 0 JB 17 +TRBJ2-4*01 1 JB 18 +TRBJ2-5*01 2 JB 16 +TRBJ2-6*01 1 JB 21 +TRBJ2-7*01 1 JB 15 +TRBJ2-7*02 1 JB 15 +TRGJ1*01 1 JG 18 +TRGJ1*02 1 JG 18 +TRGJ2*01 1 JG 18 +TRGJP*01 1 JG 30 +TRGJP1*01 2 JG 22 +TRGJP2*01 2 JG 22 +TRDJ1*01 2 JD 16 +TRDJ2*01 2 JD 19 +TRDJ3*01 1 JD 21 +TRDJ4*01 2 JD 13 diff --git a/database/igblast/optional_file/human_gl.aux.testonly b/database/igblast/optional_file/human_gl.aux.testonly new file mode 100644 index 000000000..148ab9c75 --- /dev/null +++ b/database/igblast/optional_file/human_gl.aux.testonly @@ -0,0 +1,37 @@ +# The chain type and the first coding frame start position. + +IGHJ1*01 0 +IGHJ1P*01 2 +IGHJ2*01 1 +IGHJ2P*01 0 +IGHJ3*01 1 +IGHJ3*02 1 +IGHJ3P*01 0 +IGHJ4*01 2 +IGHJ4*02 2 +IGHJ4*03 2 +IGHJ5*01 2 +IGHJ5*02 2 +IGHJ6*01 2 +IGHJ6*02 2 +IGHJ6*03 2 +IGHJ6*04 2 +IGKJ1*01 1 +IGKJ2*01 2 +IGKJ2*02 1 +IGKJ2*03 2 +IGKJ2*04 2 +IGKJ3*01 1 +IGKJ4*01 1 +IGKJ4*02 1 +IGKJ5*01 1 +IGLJ1*01 1 +IGLJ2*01 1 +IGLJ3*01 1 +IGLJ3*02 1 +IGLJ4*01 1 +IGLJ5*01 1 +IGLJ5*02 1 +IGLJ6*01 1 +IGLJ7*01 1 +IGLJ7*02 1 diff --git a/database/igblast/optional_file/mouse_gl.aux b/database/igblast/optional_file/mouse_gl.aux new file mode 100644 index 000000000..a863b8827 --- /dev/null +++ b/database/igblast/optional_file/mouse_gl.aux @@ -0,0 +1,126 @@ +# gene name, the first coding frame start position (0-based), chain type, cdr3 end + +JH1 1 JH 18 +JH2 2 JH 13 +JH3 2 JH 13 +JH4 2 JH 19 +JK1 1 JK 6 +JK2 2 JK 7 +JK3 1 JK 6 +JK4 1 JK 6 +JK5 1 JK 6 +JL1 1 JL 6 +JL2 1 JL 6 +JL3 1 JL 6 +IGHJ1*01 1 JH 18 +IGHJ1*02 1 JH 18 +IGHJ1*03 1 JH 18 +IGHJ2*01 2 JH 13 +IGHJ2*02 2 JH 13 +IGHJ2*03 0 JH 11 +IGHJ3*01 2 JH 13 +IGHJ3*02 2 JH 13 +IGHJ4*01 2 JH 19 +IGKJ1*01 1 JK 6 +IGKJ1*02 0 JK 5 +IGKJ2*01 2 JK 7 +IGKJ2*02 2 JK 7 +IGKJ2*03 2 JK 7 +IGKJ3*01 1 JK 6 +IGKJ3*02 1 JK 6 +IGKJ4*01 1 JK 6 +IGKJ4*02 1 JK 6 +IGKJ5*01 1 JK 6 +IGLJ1*01 1 JL 6 +IGLJ2*01 1 JL 6 +IGLJ3*01 1 JL 6 +IGLJ3P*01 1 JL 6 +IGLJ4*01 1 JL 6 +IGLJ5*01 1 JL 6 +TRAJ2*01 2 JA 31 +TRAJ3*01 1 JA 27 +TRAJ4*01 2 JA 28 +TRAJ4*02 2 JA 28 +TRAJ5*01 1 JA 27 +TRAJ6*01 1 JA 27 +TRAJ7*01 1 JA 23 +TRAJ9*01 0 JA 23 +TRAJ9*02 0 JA 23 +TRAJ11*01 1 JA 24 +TRAJ12*01 1 JA 24 +TRAJ13*01 2 JA 22 +TRAJ15*01 2 JA 25 +TRAJ16*01 0 JA 26 +TRAJ17*01 2 JA 28 +TRAJ18*01 2 JA 16 +TRAJ19*01 0 JA 26 +TRAJ20*01 2 JA 22 +TRAJ21*01 2 JA 22 +TRAJ21*02 2 JA 20 +TRAJ22*01 2 JA 25 +TRAJ23*01 2 JA 25 +TRAJ24*01 1 JA 27 +TRAJ25*01 2 JA 22 +TRAJ26*01 2 JA 25 +TRAJ27*01 1 JA 24 +TRAJ28*01 1 JA 30 +TRAJ29*01 2 JA 25 +TRAJ30*01 1 JA 24 +TRAJ31*01 2 JA 22 +TRAJ31*02 0 JA 22 +TRAJ32*01 2 JA 31 +TRAJ32*02 0 JA 30 +TRAJ33*01 2 JA 22 +TRAJ34*01 0 JA 23 +TRAJ34*02 0 JA 23 +TRAJ35*01 1 JA 27 +TRAJ35*02 1 JA 28 +TRAJ37*01 2 JA 25 +TRAJ38*01 1 JA 25 +TRAJ39*01 2 JA 28 +TRAJ40*01 0 JA 26 +TRAJ41*01 1 JA 21 +TRAJ42*01 0 JA 29 +TRAJ42*02 0 JA 26 +TRAJ43*01 2 JA 22 +TRAJ43*02 2 JA 22 +TRAJ44*01 0 JA 25 +TRAJ45*01 2 JA 28 +TRAJ45*02 0 JA 27 +TRAJ46*01 0 JA 26 +TRAJ47*01 2 JA 28 +TRAJ48*01 0 JA 26 +TRAJ49*01 1 JA 24 +TRAJ50*01 2 JA 28 +TRAJ52*01 2 JA 31 +TRAJ53*01 2 JA 31 +TRAJ56*01 2 JA 28 +TRAJ57*01 2 JA 28 +TRAJ58*01 2 JA 28 +TRAJ59*01 0 JA 26 +TRBJ1-1*01 2 JB 16 +TRBJ1-1*02 2 JB 16 +TRBJ1-2*01 2 JB 16 +TRBJ1-3*01 1 JB 18 +TRBJ1-4*01 2 JB 19 +TRBJ1-4*02 2 JB 19 +TRBJ1-5*01 1 JB 18 +TRBJ1-5*02 1 JB 17 +TRBJ1-5*03 1 JB 18 +TRBJ1-6*01 1 JB 21 +TRBJ1-7*01 0 JB 33 +TRBJ2-1*01 1 JB 18 +TRBJ2-2*01 2 JB 19 +TRBJ2-3*01 0 JB 17 +TRBJ2-4*01 0 JB 17 +TRBJ2-5*01 0 JB 17 +TRBJ2-7*01 1 JB 15 +TRBJ2-7*02 1 JB 15 +TRGJ1*01 2 JG 22 +TRGJ3*01 2 JG 22 +TRGJ2*01 2 JG 22 +TRGJ4*01 0 JG 23 +TRDJ1*01 2 JD 16 +TRDJ2*01 1 JD 24 +TRDJ2*02 1 JD 23 + diff --git a/database/igblast/optional_file/rabbit_gl.aux b/database/igblast/optional_file/rabbit_gl.aux new file mode 100644 index 000000000..84d9a2337 --- /dev/null +++ b/database/igblast/optional_file/rabbit_gl.aux @@ -0,0 +1,35 @@ +IGHJ1*01 1 JH 18 +IGHJ2*01 1 JH 15 +IGHJ2*02 1 JH 15 +IGHJ3*01 1 JH 18 +IGHJ3*02 1 JH 16 +IGHJ4*01 2 JH 13 +IGHJ4*02 2 JH 13 +IGHJ5*01 2 JH 16 +IGHJ5*02 2 JH 16 +IGHJ6*01 2 JH 19 +IGHJ6*02 2 JH 19 +IGKJ1-1*01 1 JK 6 +IGKJ1-1*02 1 JK 6 +IGKJ1-1*03 1 JK 6 +IGKJ1-2*01 0 JK 8 +IGKJ1-2*02 0 JK 8 +IGKJ1-2*03 0 JK 8 +IGKJ1-2*04 0 JK 8 +IGKJ1-3*01 1 JK 6 +IGKJ1-3*02 1 JK 6 +IGKJ1-3*03 1 JK 6 +IGKJ1-4*01 1 JK 6 +IGKJ1-4*02 1 JK 6 +IGKJ1-4*03 1 JK 6 +IGKJ1-5*01 1 JK 6 +IGKJ1-5*02 1 JK 6 +IGKJ1-5*03 1 JK 6 +IGKJ2-1*01 1 JK 6 +IGKJ2-2*01 0 JK 8 +IGKJ2-3*01 1 JK 6 +IGLJ5*01 1 JL 6 +IGLJ6*01 1 JL 6 +IGLJ3*01 1 JL 6 +IGLJ1*01 1 JL 6 + diff --git a/database/igblast/optional_file/rat_gl.aux b/database/igblast/optional_file/rat_gl.aux new file mode 100644 index 000000000..61a0b7537 --- /dev/null +++ b/database/igblast/optional_file/rat_gl.aux @@ -0,0 +1,15 @@ +IGHJ2*01 1 JH 15 +IGHJ4*01 2 JH 19 +IGHJ1*01 1 JH 21 +IGHJ3*01 2 JH 16 +IGKJ2-2*01 2 JK 7 +IGKJ1*01 1 JK 6 +IGKJ2-1*01 2 JK 7 +IGKJ2-3*01 2 JK 7 +IGKJ5*01 1 JK 6 +IGKJ4*01 1 JK 6 +IGKJ3*01 1 JK +IGLJ2*01 1 JL 6 +IGLJ3*01 1 JL 6 +IGLJ4*01 1 JL 6 +IGLJ1*01 1 JL 6 diff --git a/database/igblast/optional_file/readme b/database/igblast/optional_file/readme new file mode 100644 index 000000000..68a56b240 --- /dev/null +++ b/database/igblast/optional_file/readme @@ -0,0 +1 @@ +The files here are only for IgBLAST versions prior to 1.13.0. We strongly encourage you to get the latest IgBlast version with built-in internal_data and optional_file. \ No newline at end of file diff --git a/database/igblast/optional_file/rhesus_monkey_gl.aux b/database/igblast/optional_file/rhesus_monkey_gl.aux new file mode 100644 index 000000000..005c32672 --- /dev/null +++ b/database/igblast/optional_file/rhesus_monkey_gl.aux @@ -0,0 +1,34 @@ +# The chain type, first coding frame start position, chain type, CDR3 stop. +#positions are 0-based + +IGHJ1*01 0 JH 17 +IGHJ2*01 1 JH 18 +IGHJ3*01 1 JH 15 +IGHJ4*01 2 JH 13 +IGHJ5-1*01 2 JH 16 +IGHJ5-2*01 2 JH 16 +IGHJ5-2*02 2 JH 16 +IGHJ6*01 2 JH 19 +JL1 1 JL 6 +JL2 1 JL 6 +JL3 1 JL 6 +JL4 1 JL 6 +JL5 1 JL 6 +JL6 1 JL 6 +JLx1 1 JL 6 +JK1 1 JK 6 +JK2 2 JK 7 +JK3 1 JK 6 +JK4 1 JK 6 +JK5 1 JK 6 +IGKJ1*01 1 JK 6 +IGKJ2*01 2 JK 7 +IGKJ3*01 1 JK 6 +IGKJ4*01 1 JK 6 +IGKJ5*01 1 JK 6 +IGLJ1*01 1 JL 6 +IGLJ2*01 1 JL 6 +IGLJ3*01 1 JL 6 +IGLJ4*01 1 JL 6 +IGLJ5*01 1 JL 6 +IGLJ6*01 1 JL 6 diff --git a/notebooks/1_dandelion_preprocessing-10x data.ipynb b/notebooks/1_dandelion_preprocessing-10x data.ipynb index f2fc165cc..f6b17f40c 100644 --- a/notebooks/1_dandelion_preprocessing-10x data.ipynb +++ b/notebooks/1_dandelion_preprocessing-10x data.ipynb @@ -8,7 +8,7 @@ "\n", "![dandelion_logo](img/dandelion_logo.png)\n", "## Foreword\n", - "***dandelion*** is written in `python==3.7.6` and is primarily a single-cell BCR-seq analysis package. It makes use of some tools from the fantastic [*immcantation suite*](https://immcantation.readthedocs.io/), implementing a workflow to streamline the pre-processing and exploratory stages for analyzing single-cell BCR-seq data from 10X Genomics. Post-processed data from ***dandelion*** can be smoothly transferred to [*scanpy*](https://scanpy.readthedocs.io/)/`AnnData` object for integration exploration of BCR-seq data and RNA-seq data. I hope to be able to introduce some new single-cell BCR-seq exploratory tools down the road through *dandelion*. \n", + "***dandelion*** is written in `python==3.7.6` and is primarily a single-cell BCR-seq analysis package. It makes use of some tools from the fantastic [*immcantation suite*](https://immcantation.readthedocs.io/), implementing a workflow to streamline the pre-processing and exploratory stages for analyzing single-cell BCR-seq data from 10X Genomics. Post-processed data from ***dandelion*** can be smoothly transferred to [*scanpy*](https://scanpy.readthedocs.io/)/`AnnData` object for integration and exploration of BCR-seq data and RNA-seq data. I hope to be able to introduce some new single-cell BCR-seq exploratory tools down the road through *dandelion*. \n", "\n", "\n", "## Pre-processing\n", @@ -71,16 +71,7 @@ "metadata": { "scrolled": false }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/anndata/_core/anndata.py:21: FutureWarning: pandas.core.index is deprecated and will be removed in a future version. The public classes are available in the top-level namespace.\n", - " from pandas.core.index import RangeIndex\n" - ] - } - ], + "outputs": [], "source": [ "# Import modules\n", "import os\n", @@ -141,7 +132,7 @@ "└── sc5p_v2_hs_PBMC_1k_filtered_feature_bc_matrix.h5\n", "```\n", "\n", - "The first option of `pp.format_fastas` is a list of the fasta files to reformat, or list of names of folders containing the fasta files. You can provide a list of `prefix` and/or `suffix` to add the the cell/contig barcodes (note that contig barcodes are handled slightly differently), separated by a string specified via `sep`. If you choose not to provide a prefix/suffix, then the function will simply make a copy of the original files and place it in the sub-folders." + "The first option of `pp.format_fastas` is a list of the fasta files to reformat, or list of names of folders containing the fasta files; each folder should only contain 1 fasta file, and 1 contig_annotation.csv. You can provide a list of `prefix` and/or `suffix` to add the the cell/contig barcodes (note that contig barcodes are handled slightly differently), separated by a string specified via `sep`. If you choose not to provide a prefix/suffix, then the function will simply make a copy of the original files and place it in the sub-folders." ] }, { @@ -153,7 +144,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Formating fasta(s) : 100%|██████████| 4/4 [00:02<00:00, 1.65it/s]\n" + "Formating fasta(s) : 100%|██████████| 4/4 [00:03<00:00, 1.22it/s]\n" ] } ], @@ -170,19 +161,21 @@ "### Step 2:\n", "#### Reannotate the V/D/J genes with *igblastn*.\n", "\n", - "`pp.reannotate_genes` uses [*changeo*](https://changeo.readthedocs.io/en/stable/examples/10x.html)'s scripts to call *igblastn* to reannotate the fasta files. Depending on the `fileformat` option, it will parse out as either an `airr` (default) or `changeo`-legacy TSV file. Importantly, with the recent update to changeo v1.0.0, all the column headers, including *changeo* format, are now adhereing to the [*AIRR*](http://docs.airr-community.org/) standard (lowercase and some column name changes). Specifying `extended = True` will return the additional 10x annotation of V/D/J genes but they are unnecessary at this stage." + "`pp.reannotate_genes` uses [*changeo*](https://changeo.readthedocs.io/en/stable/examples/10x.html)'s `AssignGenes.py` and `MakeDB.py` to call *igblastn* to reannotate the fasta files. With the recent update to changeo v1.0.0, all the column headers are now adhereing to the [*AIRR*](http://docs.airr-community.org/) standard." ] }, { "cell_type": "code", "execution_count": 4, - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Assigning genes : 100%|██████████| 4/4 [03:03<00:00, 45.85s/it]\n" + "Assigning genes : 100%|██████████| 4/4 [06:53<00:00, 103.47s/it]\n" ] } ], @@ -246,6 +239,15 @@ { "cell_type": "code", "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# ddl.utl.makeblastdb('/Users/kt16/Documents/Github/dandelion/database/blast/human_BCR_C.fasta')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, "metadata": { "scrolled": true }, @@ -254,14 +256,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 202/202 [00:00<00:00, 263.87it/s]\n", - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/plotnine/utils.py:1246: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", - " if pdtypes.is_categorical(arr):\n" + "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 202/202 [00:00<00:00, 301.11it/s]\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -273,21 +273,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 2601/2601 [00:25<00:00, 103.29it/s]\n", - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/plotnine/utils.py:1246: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", - " if pdtypes.is_categorical(arr):\n" + "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 2601/2601 [00:33<00:00, 76.67it/s]\n" ] }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjgAAAFwCAYAAAC1lgFqAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy86wFpkAAAACXBIWXMAAA9hAAAPYQGoP6dpAABRG0lEQVR4nO3de1wU9f4/8NcCK4LLJjcFtXVRvGCKLou3jEJSz6EEM03MrDRM1OwQlRYUXgrI46XbKW1N8y6biqZZ5jkiaSUaZ0GwRFLDPOYSdyFBmb38/ujnfCNQYbm5y+v5ePh4ODOf+cz7Mz0659VnPrMjMZvNZhARERHZELu2LoCIiIiouTHgEBERkc1hwCEiIiKbw4BDRERENocBh4iIiGwOAw4RERHZHAYcIiIisjkMODasqqoKmZmZqKqqautSiIiIWhUDjg07c+YM1Go1zpw509alEBERtSoGHCIiIrI5DDhERERkcxzaugC6M1W+M7BB7VxifmjhSoiIiBqPMzhERERkcxhwiIiIyOYw4DRSXFwcDhw4AACorq7Ghg0bMHv2bDz22GOYOXMm3njjDWRlZdXb/oZLly4hPDy8Tt979+5FeHg4MjIyau0XBAHLli3DrFmzEB4eDp1O1wIjIyIish1cg2MhQRAQHx8PR0dHxMbGQqFQwGg0IicnBxkZGVCpVI3uMzU1FTKZDKmpqRg6dGitY35+fggLC8OqVauaawhEREQ2iwHHQmlpaSgsLIRGo4GTkxMAwN7eHoGBgQgMDGx0f+fPn8fFixfx8ssv4+2330ZFRQXkcjkAQCqVYsKECQAAO7vWmXT7wH9Fg9rFtnAdREREluAjKgtlZ2dDpVKJ4aapDh06BH9/f4waNQpubm44cuRIs/RLRETUHnEGx0IVFRXw9fUVtwsKChATEwOz2QxBEJCSkiIeW79+PTZv3ixum0ymWn0JgoCjR48iMjISEokEwcHBOHToEMLCwhpdl16vh16vBwDk5uY2+nwiIiJbwIBjIblcjtLSUnHby8sLycnJuHTpEubNm1erbWRkJEJDQ8Xtv7Y5ceIEampqMHLkSABAcHAwduzYgZ9//hm9evVqVF0ajQZLly61ZEhEREQ2gwHHQv7+/ti2bRuqqqrg7OzcpL5SU1NhMBgQFRUl7pNIJEhNTW10wImKihLf0MrNzcX06dObVBsREZE1YsCxUEhICA4ePIikpCRERkZCoVDAZDIhLy+vUf2UlJQgKysLcXFx6NOnj7j/22+/hVarxYwZMyCVSiEIAsxmM8xmM4xGI2pqauDg4FBn0bG3tze8vb2bPL7K/V81qF3c/q+Q9M57Tb4eERFRc2LAsZBUKkVCQgK0Wi0SExNRXl4OuVwOpVLZqEdEaWlp6N69O4YNG1Zr/7hx46DVapGRkYF7770Xc+fORWFhIQAgISEBAJCYmIhBgwY136CIiIhshMRsNpvbughqGZmZmVCr1dDpdAgICGjUuXEx0Q1uyxkcIiK60/A1cSIiIrI5DDhERERkcxhwiIiIyOZwkTHVi+tqiIjImnEGh4iIiGwOAw4RERHZHAYcIiIisjkMOERERGRz7piAExcXhwMHDgAAqqursWHDBsyePRuPPfYYZs6ciTfeeANZWVn1tr/h0qVL4neY/mzv3r0IDw9HRkZGrf2CIGDZsmWYNWsWwsPDodPpblnj9u3bsWLFilr7Dhw4gOjoaEyePBlPPvkkFixYgAMHDuDG7yfWdw4APPXUUzh16lStfT///DPCw8OxYcOGWvvLy8uxcuVKzJgxAxEREXjxxRdr3QsiIiKq7Y57i0oQBMTHx8PR0RGxsbFQKBQwGo3IyclBRkYGVCpVo/tMTU2FTCZDamoqhg4dWuuYn58fwsLCsGrVqkb3+/HHH+P777/HnDlzMHDgQEilUpw/fx6fffYZxowZA6lUalGdaWlpeOqpp2Bvbw8AuHbtGnr37o2ZM2fC1dUVx48fx1tvvYUPPvgAXbp0aXTdREREtu6OmcG5IS0tDYWFhXj99dfh4+MDe3t7dOjQAYGBgZg9e3aj+zt//jwuXryIefPm4fvvv0dFRYV4TCqVYsKECbjnnnvqfLTydi5fvowvvvgCCxYsgFqthqOjI+zs7NCnTx8sWLCg0eFGEAR8/fXXiIyMxPXr12vNJnl5eWHixIlwd3eHnZ0d7r33Xnh6euLcuXONugYREVF7cccFnOzsbKhUKjg5OTVLf4cOHYK/vz9GjRoFNzc3HDlypFn6zc7Ohru7O/r27dss/WVkZMBoNCIoKAgjRozAoUOHbtq2pKQEer0eCoWiWa5NRERka+64R1QVFRXw9fUVtwsKChATEwOz2QxBEJCSkiIeW79+PTZv3ixum0ymWn0JgoCjR48iMjISEokEwcHBOHToEMLCwpqlTldX11r7nnvuOZSWlkIQBCxZsgQDBw4EAKSnp+Pxxx+v1baqqqrW9qFDhzBy5Eh06NABo0ePxhtvvIErV67grrvuqtWupqYGy5cvx7hx49CjR486den1euj1egBAbm5uk8dJRERkje64gCOXy1FaWipue3l5ITk5GZcuXcK8efNqtY2MjERoaKi4/dc2J06cQE1NDUaOHAkACA4Oxo4dO/Dzzz+jV69ezVonAHz44YcA/lhA/OePtI8cORILFiyo1fapp54S/15aWorMzEwsXboUAODv74+77roLX3/9NSZMmCC2u7EounPnznj22WfrrUuj0Yj9EBERtVd3XMDx9/fHtm3bUFVVBWdn5yb1lZqaCoPBgKioKHGfRCJBampqkwOOv78/NBoNfvrppyY/pkpLS4PJZMLKlSshkUgAAFevXkVqaqoYcARBwD//+U/Y2dlhwYIF4gLkv4qKihLfJMvNzcX06dObVBsREZE1uuMCTkhICA4ePIikpCRERkZCoVDAZDIhLy+vUf2UlJQgKysLcXFx6NOnj7j/22+/hVarxYwZMyCVSiEIAsxmM8xmM4xGI2pqauDg4AA7OzucOnUKr732Gvbt21en/+7duyM0NBQrVqyo9RZVfn4+rl+/3qhaDx8+jEmTJtV6xb24uBgvv/wyzp8/j549e2L58uUQBAGvv/46HBxu/o/N29sb3t7ejbo+ERGRrbnjAo5UKkVCQgK0Wi0SExNRXl4OuVwOpVLZqEcvaWlp6N69O4YNG1Zr/7hx46DVapGRkYF7770Xc+fORWFhIQAgISEBAJCYmIhBgwahuLgY/fv3v+k1Zs+ejR49emDTpk24fPkynJyc4OXlhcjISPj5+TWozjNnzuDy5csYP358rTU9rq6uUKlUOHToEEaNGoUTJ06gQ4cOeOKJJ8Q28+bNQ3BwcENvCRERUbshMf95sQjV8q9//QujRo1CQEBAW5dikczMTKjVauh0OqsdAxERkSXuuBmcO8nzzz/f1iUQERGRBe6438EhIiIiaioGHCIiIrI5DDhERERkcxhwiIiIyOYw4FC9Kt8ZiMp3BrZ1GURERBZhwCEiIiKbw4BDRERENoe/g9NIcXFxCAoKQmhoKKqrq6HVapGeno6ysjLIZDL4+PggLCwMKpWqTvsbbnwU9K+fgNi7dy/Wr1+P+Ph4DB06VNx/5swZJCcn49y5cwCAfv36YdasWejWrVsrjJiIiMj6MOBYSBAExMfHw9HREbGxsVAoFDAajcjJyUFGRoYYcBojNTUVMpkMqamptQLO1atXMWbMGCxcuBAdOnTAtm3bkJCQgNWrVzfnkIiIiGwGA46F0tLSUFhYCI1GAycnJwCAvb09AgMDERgY2Oj+zp8/j4sXL+Lll1/G22+/jYqKCsjlcgCAWq2u1faRRx7B7t27a7Vpbh/4r/jjL6kHEPtg6K0bExER3WG4BsdC2dnZUKlUYrhpqkOHDsHf3x+jRo2Cm5sbjhw5ctO2P/zwA1xdXVss3BAREVk7zuBYqKKiAr6+vuJ2QUEBYmJiYDabIQgCUlJSxGPr16/H5s2bxW2TyVSrL0EQcPToUURGRkIikSA4OBiHDh1CWFhYnesWFBRAo9EgKiqq3rr0ej30ej0AIDc3t0ljJCIislYMOBaSy+UoLS0Vt728vJCcnCwuIP6zyMjIehcZ33DixAnU1NRg5MiRAIDg4GDs2LEDP//8M3r16iW2Ky4uxqJFizB58mTcd9999dal0WiwdOnSZhkjERGRtWLAsZC/vz+2bduGqqoqODs7N6mv1NRUGAyGWrMyEokEqampYsApKSnBa6+9hnHjxmHChAk37SsqKgrh4eEA/pjBmT59epNqIyIiskYMOBYKCQnBwYMHkZSUhMjISCgUCphMJuTl5TWqn5KSEmRlZSEuLg59+vQR93/77bfQarWYMWMGKioqEBcXh+DgYEyePPmW/Xl7e8Pb29uiMf1Z5f6vAABJ77zX5L6IiIhaGwOOhaRSKRISEqDVapGYmIjy8nLI5XIolcpGPSJKS0tD9+7dMWzYsFr7x40bB61Wi4yMDPzyyy/Q6/XYs2cP9uzZI7b58MMP4enp2WxjIiIishUSs9lsbusiqGVkZmZCrVZDp9MhICCgUefGxUQD4AwOERFZJ74mTkRERDaHAYeIiIhsDgMOERER2RwuMqZ6ce0NERFZMwYcqlflOwObdL5LzA/NVAkREVHj8REVERER2RwGHCIiIrI5DDhERERkc7gGp5nExcUhKCgIoaGhqK6uhlarRXp6OsrKyiCTyeDj44OwsDCoVKo67W+48RHOffv2AQC2b9+OnTt3okOHDpBIJJDL5Rg0aBAmTZqEbt26tck4iYiIrAEDTjMTBAHx8fFwdHREbGwsFAoFjEYjcnJykJGRIQachrr33nuxYMECAEBRURH27t2LF198EcuXL4dCoWiJIRAREVk9BpxmlpaWhsLCQmg0Gjg5OQEA7O3tERgYiMDAwCb17enpiVmzZuHXX3/F9u3b8eqrrzZHyfX6wH9Fk86PbaY6iIiILMGA08yys7OhUqnEcNMSRo4ciS1bttR7TK/XQ6/XAwByc3NbrAYiIqI7GQNOM6uoqICvr6+4XVBQgJiYGJjNZgiCgJSUFPHY+vXrsXnzZnHbZDI16Bru7u74/fff6z2m0Wga9TVzIiIiW8SA08zkcjlKS0vFbS8vLyQnJ4sLiP8sMjKy3kXGt1NSUgKZTFbvsaioKISHhwP4YwZn+vTplgyDiIjIqjHgNDN/f39s27YNVVVVcHZ2bpFrpKen45577qn3mLe3N7y9vVvkukRERNaCAaeZhYSE4ODBg0hKSkJkZCQUCgVMJhPy8vKa3HdRURH279+P06dPY/ny5c1Q7c1V7v+qaR08GHr7NkRERC2EAaeZSaVSJCQkQKvVIjExEeXl5ZDL5VAqlRatjTl27BimTJkCiUQCFxcXDBo0CG+//Ta6d+/eAtUTERHZBonZbDa3dRHUMjIzM6FWq6HT6RAQENCoc+Niopt0bX6NnIiI2hI/1UBEREQ2hwGHiIiIbA4DDhEREdkcLjKmenENDRERWTMGHKpX5TsDG9zWJeaHFqyEiIio8fiIioiIiGwOAw4RERHZHAYcIiIisjlcg9MIcXFxCAoKQmhoKKqrq6HVapGeno6ysjLIZDL4+PggLCwMKpWqTvsbbnxQc9++feK+8+fPIzk5GadPn4bRaISrqyvUajUmTpwIDw8PCIKAVatW4dy5cygsLMTixYuhVqtbffxERETWggHHAoIgID4+Ho6OjoiNjYVCoYDRaEROTg4yMjLEgNMQZ86cweLFizFx4kTMmzcPbm5uKC0txZEjR3D69Gncf//9AAA/Pz+EhYVh1apVLTUsIiIim8GAY4G0tDQUFhZCo9HAyckJAGBvb4/AwEAEBgY2qq+NGzdi9OjRmDp1qrjPzc0NEydOFLelUikmTJgAALCza52nih/4r2hw29gWrIOIiMgSDDgWyM7OhkqlEsONpa5du4YzZ85g2rRpzVQZoNfrodfrAQC5ubnN1i8REZE1YcCxQEVFBXx9fcXtgoICxMTEwGw2QxAEpKSkiMfWr1+PzZs3i9smk0n8+++//w6TyQQ3Nzdx344dO7Bnzx4YjUbcf//9mD9/fqNq02g0Fn21nIiIyJYw4FhALpejtLRU3Pby8kJycrK4gPjPIiMj611kDAAymQx2dnYoKSlBjx49AABTpkzBlClTsGnTJpSVlTW6tqioKISHhwP4YwZn+vTpje6DiIjI2jHgWMDf3x/btm1DVVUVnJ2dLe6nY8eO6Nu3L9LT0zF48OBmqc3b2xve3t7N0hcREZG1YsCxQEhICA4ePIikpCRERkZCoVDAZDIhLy+v0X3NnDkTixYtQufOnfG3v/0Nrq6uKC8vx6VLl9CpUyexnSAIMJvNMJvNMBqNqKmpgYODQ4stOq7c/1XDGz8Yevs2RERErYgBxwJSqRQJCQnQarVITExEeXk55HI5lEplo9e/+Pn5ISkpCVqtFnv37hXX5AQEBNR6k2ru3LkoLCwEACQkJAAAEhMTMWjQoOYbGBERkY2QmM1mc1sXQS0jMzMTarUaOp0OAQEBjTo3Lia6wW355XEiIrrT8FMNREREZHMYcIiIiMjmcA0O1YuPnYiIyJpxBoeIiIhsDmdwqF6V7wyss88l5oc2qISIiKjxOINDRERENocBh4iIiGwOAw4RERHZHK7BaYS4uDgEBQUhNDQU1dXV0Gq1SE9PR1lZGWQyGXx8fBAWFgaVSlWn/Q03Pra5b98+cd/58+eRnJyM06dPw2g0wtXVFWq1GhMnToSHhwfOnDmD5ORknDt3DgDQr18/zJo1C926dWvdG0BERGQlGHAsIAgC4uPj4ejoiNjYWCgUChiNRuTk5CAjI0MMOA1x5swZLF68GBMnTsS8efPg5uaG0tJSHDlyBKdPn8b999+Pq1evYsyYMVi4cCE6dOiAbdu2ISEhAatXr27BURIREVkvBhwLpKWlobCwEBqNBk5OTgAAe3t7BAYGIjAwsFF9bdy4EaNHj8bUqVPFfW5ubrW+Q6VWq2ud88gjj2D37t2oqKiAXC5vwkhu7gP/FXX2xbbIlYiIiJofA44FsrOzoVKpxHBjqWvXruHMmTOYNm1ao8774Ycf4OrqWm+40ev10Ov1AIDc3Nwm1UdERGStGHAsUFFRAV9fX3G7oKAAMTExMJvNEAQBKSkp4rH169dj8+bN4rbJZBL//vvvv4tfD79hx44d2LNnD4xGI+6//37Mnz+/1rULCgqg0WgQFRVVb20ajabRXzQnIiKyNQw4FpDL5SgtLRW3vby8kJycLC4g/rPIyMh6FxkDgEwmg52dHUpKStCjRw8AwJQpUzBlyhRs2rQJZWVltfoqLi7GokWLMHnyZNx333311hYVFYXw8HAAf8zgTJ8+vekDJiIisjIMOBbw9/fHtm3bUFVVBWdnZ4v76dixI/r27Yv09HQMHjz4lm1LSkrw2muvYdy4cZgwYcJN23l7e8Pb29vimoiIiGwBfwfHAiEhIfDw8EBSUhLy8/NhNBohCALy8vIa3dfMmTORmpoKrVYrztiUl5fj0qVLYpuSkhLExcUhODgYkydPbrZx3Erl/q/q/CEiIrIWnMGxgFQqRUJCArRaLRITE1FeXg65XA6lUtno9S9+fn5ISkqCVqvF3r17xTU5AQEB4ptU//73v6HX67Fnzx7s2bNHPPfDDz+Ep6dns46NiIjIFkjMZrO5rYuglpGZmQm1Wg2dToeAgIBGnRsXE11nX9I77zVXaURERC2Kj6iIiIjI5jDgEBERkc3hGhyqFx9HERGRNeMMDhEREdkcBhyqV+U7A1H5zsC2LoOIiMgiDDhERERkcxhwiIiIyOYw4BAREZHN4VtUjRAXF4egoCCEhoaiuroaWq0W6enpKCsrg0wmg4+PD8LCwqBSqeq0v+HGxzb37dsn7jt//jySk5Nx+vRpGI1GuLq6Qq1WY+LEifDw8EBBQQFWrlyJy5cvw2w24+6778aMGTMwYMCAVr8HRERE1oABxwKCICA+Ph6Ojo6IjY2FQqGA0WhETk4OMjIyxIDTEGfOnMHixYsxceJEzJs3D25ubigtLcWRI0dw+vRp3H///ZDL5XjxxRfh5eUFiUSC9PR0vPnmm9iyZQscHPiPkIiI6K/4/44WSEtLQ2FhITQaDZycnAAA9vb2CAwMRGBgYKP62rhxI0aPHo2pU6eK+9zc3MTvUAGAs7Oz+NVyk8kEOzs7XL16FVeuXIG7u3szjKiuD/xXAABiW6R3IiLrUN9na5oDf2us5THgWCA7OxsqlUoMN5a6du0azpw5g2nTpjWofWRkJEpLS2E0GvHggw/WG270ej30ej0AIDc3t0n1ERERWSsGHAtUVFTA19dX3C4oKEBMTAzMZjMEQUBKSop4bP369di8ebO4bTKZxL///vvv4tfDb9ixYwf27NkDo9GI+++/H/Pnz6/VV01NDb755pub1qbRaBr9RXMiIiJbw4BjAblcjtLSUnHby8sLycnJ4gLiP4uMjKx3kTEAyGQy2NnZoaSkBD169AAATJkyBVOmTMGmTZtQVlZW59odOnTAgw8+iNmzZ6NXr17w8fGpdTwqKgrh4eEA/pjBmT59evMMmoiIyIrwNXEL+Pv7IysrC1VVVU3qp2PHjujbty/S09Mbfa7JZEJBQUGd/d7e3ggICEBAQAD8/PyaVB8REZG1YsCxQEhICDw8PJCUlIT8/HwYjUYIgoC8vLxG9zVz5kykpqZCq9WKMzbl5eW4dOmS2ObUqVM4e/YsjEYjrl+/Dq1Wi8rKSvTt27fZxvRXlfu/QuX+r1qsfyIiopbER1QWkEqlSEhIgFarRWJiIsrLyyGXy6FUKhu9/sXPzw9JSUnQarXYu3evuCYnICBAfJOquroaH330EYqKiiCVSqFUKrF48eIWe4OKiIjI2knMZrO5rYuglpGZmQm1Wg2dToeAgIBGnXvj1Ui+ykhE7Vlrvib+wQcfYOPGjTh16hQmTpwIrVYrHvvhhx8wa9Ys5OTkoFevXlizZg2CgoIAAB999BHefvttZGdni2/37tq1C//4xz9w+vRpdO7cuUXGcKfjIyoiIqI7QLdu3fD666/j2WefrbVfEASEh4dj4sSJKCsrw6uvvooJEyaIyxqioqJw991347XXXgMAFBcXY968efjoo4/abbgBGHCIiIjuCI8++igeeeQReHh41Nr/9ddfo6qqCgsWLICjoyOmT58OHx8f7N69GwAgkUiwfv16rF+/HseOHcNzzz2HcePGiW/Utldcg0P14qMpIqI7ww8//IBBgwbBzu7/5iSGDBmCH374QdxWKpVISkrChAkTYG9vjx9//LEtSr2jcAaHiIjoDvb777/jrrvuqrWvc+fOqKysrLUvKCgIxcXFeOihh/gSCjiDQzdR+c7Ati6BiGycS8wPt29EkMlkqKioqLXvypUrcHFxEbcNBgOeeeYZzJkzB9u2bcOcOXMwbNiw1i71jsIZHCIiojvYwIEDcerUqVqf+jl58iQGDvy//xD95z//CeCPN7GWLFmCZ555BjU1Na1e652EAYeIiOgOYDAYcO3aNRgMBphMJly7dg2CICA4OBgdO3bEqlWrcP36dWzfvh0///yz+FtpP/74I5YtW4ZPPvkE9vb2eOGFFyCTyZCYmNjGI2pbDDhERER3gISEBDg5OSExMRE7d+6Ek5MTnn32WUilUuzbtw+7du1C586dkZiYiM8++wxubm4wGo2YMWMGXnrpJfj7+wMA7Ozs8Mknn+Dtt99GTk5OG4+q7XANTjOIi4tDUFAQQkNDUV1dDa1Wi/T0dJSVlUEmk8HHxwdhYWFQqVR12t9w4yOc+/btAwBs374dWq0W06dPx5QpU8R26enpeOuttxAUFIQFCxa07kCJiKjFLFmyBEuWLKn32KBBg3DixIk6++3t7ZGRkVFn/4ABA+osQm5vGHCakSAIiI+Ph6OjI2JjY6FQKGA0GpGTk4OMjAwx4DRU9+7dcfjw4VoBJzU1Fd27d2/u0uv4wH9Fi1+DiNq32LYugGxagwPOjR8UaqhHH3200cVYu7S0NBQWFkKj0Yg/l21vb4/AwEAEBgY2ur9evXrhf//7H3Jzc+Hn54crV67gzJkzGDt2LAoLC5u7fCIiIpvR4IAzefLkBncqkUhgNBotKsiaZWdnQ6VSieGmOYSEhODw4cPw8/PD119/jZEjR0Iqld60vV6vh16vBwDk5uY2Wx1ERETWpMEBJz8/vyXrsAkVFRXw9fUVtwsKChATEwOz2QxBEJCSkiIeW79+PTZv3ixu//n1vz8LDg7G/Pnz8eyzz+Lw4cOYO3cuMjMzb1qDRqNp9BfNiYiIbE2DA07Pnj1bsg6bIJfLUVpaKm57eXkhOTlZXED8Z5GRkfUuMv6rzp07o3///khOTkZNTQ369+9/y4ATFRUlfn8kNzcX06dPb+qwiIiIrA4XGTcjf39/bNu2DVVVVXB2dm62fkNCQvDPf/6zQWHF29sb3t7ezXZtIqL2jN/ls14NDjguLi6QSCQNaiuRSHDlyhWLi7JWISEhOHjwIJKSkhAZGQmFQgGTyYS8vLwm9Tts2DAsXbq01uOvlla5/6tWuxYRtT8MDtTSGhxwXnrppQYHnPZKKpUiISEBWq0WiYmJKC8vh1wuh1KpbNK6GAcHBwwZMqT5CiUiIrJxErPZbG7rIqhlZGZmQq1WQ6fTISAgoFHnxsVEt1BVRETWM4PzVuqBFuk39sHQ2zeiJuGnGoiIiMjmWLzIuLy8HLt27cJPP/2Ea9eu1Tn+/vvvN6kwIiIiIktZFHDOnj2Le++9F9evX8fVq1fh6emJ0tJSGAwGuLq64q677mLAsXLWMn1MRERUH4seUb344osYPnw4fvvtN5jNZnz55Zeorq7G1q1b4eLigp07dzZ3nUREREQNZtEMzvfff4/169fD0dERAFBTUwN7e3tMmzYNJSUl+Mc//oHvvvuuWQul1lX5zsC2LoHIprjE/NDWJRC1KxbN4Fy/fh1yuRx2dnZwc3PD5cuXxWP33HMPTp482Vz1ERERtQtKpRJffVX3N8guXLgAiURS73pXujmLAk7fvn3xyy+/AABUKhVWr16NyspKVFdXQ6PRoFu3bs1aJBERETXNzQKUrbLoEdXUqVNx8uRJPPnkk3jzzTfxt7/9Da6urpBIJDCbzdi4cWMzl0lERETUcBYvMl61ahUAYMSIEfjhhx+wZs0arFq1CidPnmz3H3iMi4vDgQN//DhUdXU1NmzYgNmzZ+Oxxx7DzJkz8cYbbyArK6ve9gBw/vx5PPnkk/j8888BAHq9HitXrsSTTz6JiIgIzJs3D9u3b+d0JRGRjcnKysKgQYNw1113YdKkSSgvL6/TZvPmzbjnnnvg4uKCXr164cMPPxSPFRcXY/z48XB1dYWbmxtGjRqF69ev48knn8TFixcxceJEyGQyvPbaa604qrbRLB/bvPvuu/Hss882R1c2RRAExMfHw9HREbGxsVAoFDAajcjJyUFGRgZUKlWdc06fPo2EhATMnDkTY8eORUFBAV5++WXcf//9eOedd+Dh4YHffvsNe/bsgV6vh4+PT4vU/oH/ihbpl6i9im3rAsgqbNy4EQcOHICnpycef/xxREdH1/nUj4eHB/bu3YvevXvj6NGjCA0NxbBhwzB06FCsWrUKPXr0QGFhIYA/Xgqyt7fHli1b8M033+Cjjz7C3//+97YYWquzaAbn008/xYoV9f8f4MqVK/ma+P+XlpaGwsJCvP766/Dx8YG9vT06dOiAwMBAzJ49u077rKwsvPnmm5g7dy7Gjh0LAEhOTkafPn0QFRUFDw8PAEDXrl0xZ86cFgs3RETUNubPn49evXrBxcUFiYmJ0Gq1MJlMtdo89NBD8PX1hUQiwQMPPIBx48bh6NGjAP74JqJer8eFCxcglUoxatQoODg0y1yG1bEo4Cxbtkx8RfyvnJycsGzZsiYVZSuys7OhUqng5OR027Y6nQ7Lly9HTEwMgoKCxP1ZWVkYNWpUg6+p1+uRmZmJzMxM5ObmWlQ3ERG1DYVCIf69Z8+eqKmpQVFRUa02Bw4cwIgRI+Dm5obOnTvjyy+/RHFxMQBgwYIF8PX1xd///nf4+PjgzTffRHv95KRFse6nn37CwIH1/07KgAED8NNPPzWpKFtRUVEBX19fcbugoAAxMTEwm80QBAEpKSnisVOnTsHLy6vOfa2srISbm1uDr6nRaJr05XIiImo7Fy9erPV3qVQqzt4Df/xMy6RJk/DJJ59g0qRJkEqlmDhxohhiXFxcsGrVKqxatQqnT59GSEgIAgIC8PDDD0MikbT6eNqSRTM4HTt2xG+//VbvMb1e326nw/5KLpejtLRU3Pby8kJycjJWrlwJQRBqtZ02bRpcXFywdOlSVFdXi/tdXFxq9XE7UVFR0Ol00Ol02Lp1a9MHQURErWb16tXIz89HZWUlXn/9dURERMDe3l48XlNTg+vXr8PT0xMODg7497//jX//+9/i8f379+PcuXMwm82Qy+Wwt7cXz+/atSvOnz/f6mNqKxYFnAceeADLli3D1atXa+2/evUqli9fjuDg4Oaozer5+/sjKysLVVVVt23boUMHxMfHw8HBAUuXLhXfkFKpVDh27FiDr+nt7Y2AgAAEBATAz8/P4tqJiKj1PfXUUwgPD0ePHj1gb2+P996r/V1AFxcXvP/++5g2bRpcXV2xZcsWhIWFicfPnj2LsWPHwsXFBcOHD0dkZKS4qDg2NhbLly9H586dER8f36rjagsSswUP586cOYORI0fC0dERkydPRrdu3XD58mXs2rULNTU1OHbsGPr3798S9VqFuLg4BAUFYcyYMXjllVfg7OyMyMhIKBQKmEwmHD16FO+99x727dtXq31oaCiuXbuGpUuXQiKRYPHixSgrK8NLL72E4OBgPProo3B3d0dRURE+++wzjBkz5pYLjTMzM6FWq6HT6RAQENC4McREN+keENH/4cdrrddbqQdu38gCsQ+Gtki/9H8sepbUv39/ZGRkYPHixUhJSUFJSQnc3d0xduxYLF68uNa6k/ZMKpUiISEBWq0WiYmJKC8vh1wuh1KpvOk6mY4dO2LRokVYunQp3njjDSxatAgrVqzAtm3bEB0dDUEQ4O7ujvvvv5+/GE1ERHQTFs3gNNbRo0ehVqvRqVOnlr4U/QlncIjuDJzBsV6cwbFeFq3BaQyj0YjRo0cjLy+vpS9FREREBKAVAg6AdvsOPhEREbUNvs9N9eKUOhERWTMGHCIiopvgWhnrxYBD9ap8p/5fqqbm4RLzQ1uXQERk01plDQ4RERFRa+IMDhER0U201Gw2Z3FbnkUBJzU1FRcvXsTMmTPrHNu4cSN69uyJ0aNHAwDs7Ozw9NNP1/pYWHvw518nrq6uhlarRXp6OsrKyiCTyeDj44OwsDCoVKo67f/KYDBg9+7dSEtLQ3FxMVxcXNCvXz9ERERAqVS28siIiIjufBYFnNdffx0TJkyo91hRURE+/vhjfPfddwAAiUSCDRs2WF6hlRMEAfHx8XB0dERsbCwUCgWMRiNycnKQkZEhBpxbWb58OQoKChAdHQ1fX18YDAYcO3YMGRkZDDhERET1sCjg/Pjjj3jzzTfrPRYQEIDExMQmFWVL0tLSUFhYCI1GAycnJwCAvb09AgMDERgYeNvzs7OzodPpsGbNGnTp0gUA4ODggJCQkBatm4iIyJpZtMhYIpHgypUr9R4rKyuD0WhsUlG2JDs7GyqVSgw3jXXy5En06dNHDDdERER0exYFnOHDh+PDDz+s8wvFZrMZq1evxvDhw5ulOFtQUVEBNzc3cbugoACPP/44pk6dikmTJt32/MrKSri7uzf4enq9HpmZmcjMzERubq5FNRMRETWXa9euQSKR4MKFC616XYseUS1duhSjR4+Gv78/ZsyYAW9vb1y+fBmbN2/GTz/9hK+//rqZy7RecrkcpaWl4raXlxeSk5Nx6dIlzJs377bnu7i44NKlSw2+nkajuemXyomIiBorODgYU6dOxZw5c9q6lEaxaAZn5MiRSE1NhVwuxyuvvILp06fj1VdfxV133YXU1FSMGDGiueu0Wv7+/sjKykJVVZVF5w8ZMgRnz55FUVFRg9pHRUVBp9NBp9Nh69atFl2TiIisk9lshsFgqLXPaDTCZDK1UUVtx+If+hs1ahS+++47VFZW4tKlS6ioqMA333yDUaNGNWd9Vi8kJAQeHh5ISkpCfn4+jEYjBEGo9+vqRqMRNTU14h9BEDB48GCo1WokJiYiLy8PBoMB169fx5EjR7Br1646fXh7eyMgIAABAQHw8/NrjSESEVEzuXz5MqZOnQovLy+4ubnhkUceAQB8+eWX8Pf3x1133YURI0bg+++/F88JDg5GbGwsHnjgAXTq1An//e9/oVQqsWzZMqhUKnTq1AmFhYU4e/YsQkND4eHhgd69e2P16tViHyaTCatWrULfvn3h4uKCe+65B5mZmXjttdfwzTff4IUXXoBMJsOTTz4J4I/lFhEREejatSvuvvtuLFmyRAxRJpMJsbGx8PT0hEKhwLZt21rvBv5Jk3/oz8nJyeIFtO2BVCpFQkICtFotEhMTUV5eDrlcDqVSWedR0tq1a7F27Vpxe+DAgUhKSsLChQuRkpKCd999F8XFxZDJZBgwYAAiIiJaezhERNRCjEYjwsLCMHz4cPz000/o2LEj0tPTcfbsWUyePBk7d+7E3/72N2zYsAGhoaE4d+4cXF1dAQCbNm3Cl19+iUGDBokzOFu3bsW+ffvQo0cPCIKA4cOH49VXX8W+ffvw888/Y+zYsejTpw/Gjh2L999/Hx9//DF2796Ne+65B2fPnoWjoyMSExPx3Xff1XpEZTKZEB4ejrFjx2LTpk0oLS3Fww8/jO7du+PZZ5/F+vXrsXPnTpw4cQKenp5iKGptEvNfVwqTzcjMzIRarYZOp0NAQECjzuW3qFoWf8WUyDq05i8ZHz9+HA899BAKCgrQoUMHcX9CQgJ0Oh327Nkj7hsyZAhefvllTJ8+HcHBwRgxYgSWLVsmHlcqlXj11VfFULJjxw6sWrUKJ06cENu8+eabyM/PxyeffIL+/fsjISEBkydPrlPXX9fgfP/995gwYQIuX74MiUQCANiyZQs2bNiAw4cPIyQkBBMnTsTzzz8P4I+3iYcMGYL8/PxW/e02fqqBiIjoDnDx4kUoFIpa4QYAfv311zrBQKlU4tdffxW3FQpFnf7+vO/ChQvIyspC586dxX1GoxFBQUHitX19fRtU54ULF1BUVCTOHgF/zOrcfffdAP54zPbna/fs2bNB/TY3BhwiIqI7gEKhwMWLFyEIAqRSqbi/e/fuyMzMrNX2woULtWZb7OzqLqn98z6FQoF77733pm85KxQKnDt3DkOGDKlz7MYszZ/b9ujR46avfXfr1g0XL14Ut//899bEr4kTERHdAYYOHYqePXvixRdfRGVlJQRBwJEjRzBlyhQcPHgQBw8ehMFgwCeffIKLFy/ioYceanDf48ePx4ULF7B+/Xpcv34dBoMBp06dQkZGBgBg9uzZWLRoEU6fPg2z2YyzZ8/il19+AQB07doV58+fr1Wnp6cn3nzzTVy9ehUmkwlnz57FkSNHAAARERF4//33kZ+fj8rKSixZsqT5blIjcAaH6sU1IkRErcve3h6ff/45oqOj4ePjA7PZjODgYKSkpECr1eLll1/GxYsX0a9fP3zxxRe1fkT2dmQyGf7zn//g5ZdfRmxsLARBENfdAEB0dDRqamoQFhaGwsJCKJVKbN68GT179kR0dDRmzJiBdevWITw8HJs2bcLnn3+OBQsWoE+fPrh69Sp69eqFV155BQAwa9YsnD9/HsOGDUPHjh2xZMmSWuuHWgsXGduwpiwyJiKi1l1kTM2Lj6iIiIjI5jDgEBERkc1hwCEiIiKbY7WLjOPi4hAUFITQ0FBUV1dDq9UiPT0dZWVlkMlk8PHxQVhYGFQqVZ32f2UwGLB7926kpaWhuLgYLi4u6NevHyIiIur9UaJ3330Xrq6uePrpp2ud//XXX6OwsBCdOnVCjx498Pe//138jYG/nvNXX375Jb766ivo9Xo4Ozujd+/emDx5MgYMGAAAKCwsxMcff4ycnBzY29tj6NChiImJaY5bSUREZHOsNuDcIAgC4uPj4ejoiNjYWCgUChiNRuTk5CAjI0MMOLeyfPlyFBQUIDo6Gr6+vjAYDDh27BgyMjIa9KuLy5cvx2+//Yb58+ejT58+sLOzQ25uLv7zn/+IAedW1q1bh+PHj+O5557DgAEDYGdnB51Oh+PHj2PAgAEwGAxYtGgRxo4dixdffBEODg5t9rsCRERE1sDqA05aWhoKCwuh0WjEb2LZ29sjMDAQgYGBtz0/OzsbOp0Oa9asQZcuXQAADg4OCAkJadD1s7OzkZmZiTVr1sDT01PcP3DgQAwcePvV95cvX8b+/fuxbNky9O/fX9w/YsQI8avshw8fhlwux6RJk8TjvXv3blB9RERE7ZHVB5zs7GyoVCqLP/h58uRJ9OnTRww3lp7/53DTGNnZ2XBzc6sVbv7qzJkz6Nq1K5YsWYKzZ8+iW7dumDlzpvj4ioiIWgZf57ZeVh9wKioqan0/o6CgADExMTCbzRAEASkpKbc8v7KyEu7u7k26/p9/bMloNGL69OkAgJqamlozQze7/u1+rKm4uBg5OTmIi4tDQEAADh8+jISEBGg0Gri4uNRqq9frodfrAQC5ubmWDouIiMiqWf1bVHK5HKWlpeK2l5cXkpOTsXLlSgiCcNvzXVxcUFJS0qTr//l8e3t7JCcnY9OmTRAEAbf7HUUXF5da9dfH0dER/fv3x7Bhw+Dg4IBx48bBxcUFZ86cqdNWo9FArVZDrVaLQYuIiKi9sfqA4+/vj6ysLFRVVVl0/pAhQ3D27FkUFRVZfP1z585ZfP7gwYNRWlqKvLy8m7ZpzOflo6KioNPpoNPpsHXrVotqIiIisnZWH3BCQkLg4eGBpKQk5Ofnw2g0QhCEegOD0WhETU2N+EcQBAwePBhqtRqJiYnIy8uDwWDA9evXceTIEezatQsAkJqailmzZtV7fZVKhSFDhiAhIQG5ubkQBAFGo7Hex0Mmk6nO9bt164bx48dj5cqVOHnypLg/IyMDGzZsAACMHj0a586dg06ng9FoRGpqKq5evQo/P7861/D29kZAQAACAgLqPU5ERNQeWP0aHKlUioSEBGi1WiQmJqK8vBxyuRxKpRJLly6t1Xbt2rVYu3atuD1w4EAkJSVh4cKFSElJwbvvvovi4mLIZDIMGDAAERERAICioqJbhoVXXnkFu3fvxvvvv4+ioiLIZDJ0794dr7zySq3Fx3v27Kn1wbEuXbpg3bp1iIyMRLdu3fDJJ5/g8uXLcHZ2hq+vLx577DEAf3x6fsGCBVi3bh1KS0tx99134/XXX4dMJmuWe0hERGRr+LHNBli0aBGeffZZ3H333W1dSqPwY5tERNReWf0MTmt444032roEIiIiagSrX4NDRERE9FcMOERERGRzGHCIiIjI5jDgEBERkc3hImOqV+U7t/9QaFvi92GIiOhWOINDRERENocBh4iIiGwOH1FZKC4uDkFBQQgNDUV1dTW0Wi3S09NRVlYGmUwGHx8fhIWFQaVS1Wn/VwaDAbt370ZaWhqKi4vh4uKCfv36ISIiAkqlEjk5Ofj0009x/vx5dOjQAZs3b27t4RIREVkVBpwmEgQB8fHxcHR0RGxsLBQKBYxGI3JycpCRkSEGnFtZvnw5CgoKEB0dDV9fXxgMBhw7dgwZGRlQKpXo2LEjxowZgwceeIAf0CQiImoABpwmSktLQ2FhITQaDZycnAAA9vb2CAwMRGBg4G3Pz87Ohk6nw5o1a9ClSxcAgIODA0JCQsQ2ffv2Rd++fXHq1KmWGUQ9PvBf0WrXskRsWxdARER3NK7BaaLs7GyoVCox3DTWyZMn0adPHzHcEBERUdNxBqeJKioq4OvrK24XFBQgJiYGZrMZgiAgJSXlludXVlbC3d292erR6/XQ6/UAgNzc3Gbrl4iIyJow4DSRXC5HaWmpuO3l5YXk5GRcunQJ8+bNu+35Li4uuHTpUrPVo9FosHTp0mbrj4iIyBrxEVUT+fv7IysrC1VVVRadP2TIEJw9exZFRUXNUk9UVBR0Oh10Oh0XJBMRUbvFGZwmCgkJwcGDB5GUlITIyEgoFAqYTCbk5eXVaWs0GlFTUyNuSyQSDB48GGq1GomJiZg7dy569+4No9GI48ePo6ioCJMnT4bJZILBYIDBYAAA1NTUQCKRQCqV1rmGt7c3vL29mzyuyv1fNbmPlpL0znttXQIREd3hGHCaSCqVIiEhAVqtFomJiSgvL4dcLodSqazzqGjt2rVYu3atuD1w4EAkJSVh4cKFSElJwbvvvovi4mLIZDIMGDAAERERAIAff/wRr732mnje5MmT0aVLF6xbt651BklERGRlJGaz2dzWRVDLyMzMhFqthk6nQ0BAQKPOjYuJbqGqmo4zOEREdDtcg0NEREQ2hwGHiIiIbA4DDhEREdkcLjKmenGdCxERWTPO4BAREZHN4QwO1etOfovKFnCGjIioZXEGh4iIiGwOAw4RERHZHD6islBcXByCgoIQGhqK6upqaLVapKeno6ysDDKZDD4+PggLC4NKparT/q8MBgN2796NtLQ0FBcXw8XFBf369UNERASUSqV4rLCwEJ06dcLo0aMxbdo02Nvbt/awiYiIrAIDThMJgoD4+Hg4OjoiNjYWCoUCRqMROTk5yMjIEAPOrSxfvhwFBQWIjo6Gr68vDAYDjh07hoyMDCiVSpjNZvzjH/+Aj48PSktLkZCQAGdnZ0yaNKkVRkhERGR9GHCa6MbMikajgZOTEwDA3t4egYGBCAwMvO352dnZ0Ol0WLNmDbp06QIAcHBwQEhIiNjmz0GmS5cueOCBB3D69GkGHCIiopvgGpwmys7OhkqlEsNNY508eRJ9+vQRw01D/Pjjj1AoFBZdj4iIqD3gDE4TVVRUwNfXV9wuKChATEwMzGYzBEFASkrKLc+vrKyEu7t7g6+3f/9+XLhwAS+88EK9x/V6PfR6PQAgNze3wf0SERHZEgacJpLL5SgtLRW3vby8kJycjEuXLmHevHm3Pd/FxQWXLl1q0LXS0tKwa9cuJCQkQC6X19tGo9Fg6dKlDSueiIjIRvERVRP5+/sjKysLVVVVFp0/ZMgQnD17FkVFRbdsd+TIEWzYsAFLly5Fjx49btouKioKOp0OOp0OW7dutagmIiIia8eA00QhISHw8PBAUlIS8vPzYTQaIQgC8vLy6rQ1Go2oqakR/wiCgMGDB0OtViMxMRF5eXkwGAy4fv06jhw5gl27dgH4I9x8/PHHWLx4MXr27HnLery9vREQEICAgAD4+fm1yJiJiIjudHxE1URSqRQJCQnQarVITExEeXk55HI5lEplnUdFa9euxdq1a8XtgQMHIikpCQsXLkRKSgreffddFBcXQyaTYcCAAYiIiAAAbNmyBVevXkVsbKx47oABA7BkyZJWGSMREZG1kZjNZnNbF0EtIzMzE2q1GjqdDgEBAY06l9+ialn8FhURUcviIyoiIiKyOQw4REREZHMYcIiIiMjmcJEx1YtrRIiIyJox4FC9Kt8Z2CbXdYn5oU2uS0REtoWPqIiIiMjmMOAQERGRzWHAISIiIpvDNTgWiouLQ1BQEEJDQ1FdXQ2tVov09HSUlZVBJpPBx8cHYWFhUKlUddr/lcFgwO7du5GWlobi4mK4uLigX79+iIiIgFKpxFdffYXdu3ejoqICUqkUarUas2fPhrOzc2sPm4iIyCow4DSRIAiIj4+Ho6MjYmNjoVAoYDQakZOTg4yMDDHg3Mry5ctRUFCA6Oho+Pr6wmAw4NixY8jIyIBSqcSQIUMwatQouLi4oKqqCqtXr8bmzZsxZ86cVhghERGR9WHAaaK0tDQUFhZCo9HAyckJAGBvb4/AwEAEBgbe9vzs7GzodDqsWbMGXbp0AQA4ODggJCREbOPl5VXrHIlEgsuXLzfjKOr6wH9Fi/Z/U6kH2ua67UTsg3VnEImIbBEDThNlZ2dDpVKJ4aaxTp48iT59+ojh5mYyMjKwatUqVFVVwdHREa+++qpF1yMiImoPGHCaqKKiAr6+vuJ2QUEBYmJiYDabIQgCUlJSbnl+ZWUl3N3db3udoUOHQqvVoqioCAcPHqwzq3ODXq+HXq8HAOTm5jZiJERERLaDb1E1kVwuR2lpqbjt5eWF5ORkrFy5EoIg3PZ8FxcXlJSUNPh6np6eUKlUWLlyZb3HNRoN1Go11Go1pk+f3uB+iYiIbAkDThP5+/sjKysLVVVVFp0/ZMgQnD17FkVFRQ0+x2g0irM0fxUVFQWdTgedToetW7daVBMREZG14yOqJgoJCcHBgweRlJSEyMhIKBQKmEwm5OXl1WlrNBpRU1MjbkskEgwePBhqtRqJiYmYO3cuevfuDaPRiOPHj6OoqAiTJ0/GoUOHEBAQADc3NxQUFGDr1q0YPHhwvfV4e3vD29u7yeOq3P9Vk/uwBL+BRUREzYEBp4mkUikSEhKg1WqRmJiI8vJyyOVyKJVKLF26tFbbtWvXYu3ateL2wIEDkZSUhIULFyIlJQXvvvsuiouLIZPJMGDAAERERAAAzp07hy1btqCqqgouLi4IDAzEk08+2arjJCIisiYSs9lsbusiqGVkZmZCrVZDp9MhICCgUefGxUS3UFW3xhkcIiJqDlyDQ0RERDaHAYeIiIhsDgMOERER2RwuMqZ6cS0MERFZM87gEBERkc1hwCEiIiKbw4BDRERENocBh4iIiGwOFxlbKC4uDkFBQQgNDUV1dTW0Wi3S09NRVlYGmUwGHx8fhIWFQaVS1Wn/VwaDAbt370ZaWhqKi4vh4uKCfv36ISIiAkqlEgCQn5+PdevW4ezZs+jQoQPGjRuHp556qjWHTEREZDUYcJpIEATEx8fD0dERsbGxUCgUMBqNyMnJQUZGhhhwbmX58uUoKChAdHQ0fH19YTAYcOzYMWRkZECpVKKyshKLFi3CjBkzsHjxYpjNZly+fLkVRkdERGSdGHCaKC0tDYWFhdBoNHBycgIA2NvbIzAwEIGBgbc9Pzs7GzqdDmvWrEGXLl0AAA4ODggJCRHb7N27F0OGDMGDDz4o7vPx8WnmkRAREdkOBpwmys7OhkqlEsNNY508eRJ9+vQRw019zpw5A4VCgYULF+LXX39Fr1698Oyzz0KhUNRpq9frodfrAQC5ubkW1URERGTtGHCaqKKiAr6+vuJ2QUEBYmJiYDabIQgCUlJSbnl+ZWUl3N3db9mmuLgYZ8+exdKlS9G7d2/s3LkTiYmJ+PDDD+HgUPsfoUajqfMVcyIiovaGb1E1kVwuR2lpqbjt5eWF5ORkrFy5EoIg3PZ8FxcXlJSU3LKNo6Mjhg8fjv79+0MqlSIiIgLFxcX1rsOJioqCTqeDTqfD1q1bGz8gIiIiG8AZnCby9/fHtm3bUFVVBWdn50afP2TIEOzbtw9FRUXw9PSst82NN6kawtvbG97e3o2ug4iIyJZwBqeJQkJC4OHhgaSkJOTn58NoNEIQBOTl5dVpazQaUVNTI/4RBAGDBw+GWq1GYmIi8vLyYDAYcP36dRw5cgS7du0CAIwdOxYnTpzA2bNnYTQasXPnTnTp0gXdu3dv7eESERFZBc7gNJFUKkVCQgK0Wi0SExNRXl4OuVwOpVJZZy3M2rVrsXbtWnF74MCBSEpKwsKFC5GSkoJ3330XxcXFkMlkGDBgACIiIsR2zzzzDN566y1UVVXB19cXr732Guzt7Vt1rERERNZCYjabzW1dBLWMzMxMqNVq6HQ6BAQEtHU5RERErYaPqIiIiMjmMOAQERGRzWHAISIiIpvDgENEREQ2hwGHiIiIbA4DDhEREdkcBhwiIiKyOQw4REREZHP4S8YWiouLQ1BQEEJDQ1FdXQ2tVov09HSUlZVBJpPBx8cHYWFhUKlUddr/lcFgwO7du5GWlobi4mK4uLigX79+iIiIgFKpxJIlS3D69Ola7aVSKT799NNWGy8REZE1YcBpIkEQEB8fD0dHR8TGxkKhUMBoNCInJwcZGRliwLmV5cuXo6CgANHR0fD19YXBYMCxY8eQkZEhBpy/tndycmqhEREREVk/BpwmSktLQ2FhITQajRg67O3tERgYiMDAwNuen52dDZ1OhzVr1qBLly4AAAcHB4SEhNTbvrKyEidOnEBCQkLzDYKIiMjGMOA0UXZ2NlQqlcUzKidPnkSfPn3EcHM7R44cQZcuXeDn51fvcb1eD71eDwDIzc21qCYiIiJrx4DTRBUVFfD19RW3CwoKEBMTA7PZDEEQkJKScsvzKysr4e7u3uDrHTp0CGPGjLnpcY1GU+cr5kRERO0N36JqIrlcjtLSUnHby8sLycnJWLlyJQRBuO35Li4uKCkpadC18vPzceHCBYwePfqmbaKioqDT6aDT6bB169YG9UtERGRrOIPTRP7+/ti2bRuqqqrg7Ozc6POHDBmCffv2oaioCJ6enrdse+jQIQQEBMDNze2mbby9veHt7d3oOoiIiGwJZ3CaKCQkBB4eHkhKSkJ+fj6MRiMEQUBeXl6dtkajETU1NeIfQRAwePBgqNVqJCYmIi8vDwaDAdevX8eRI0ewa9cu8VxBEHDkyJFbPp4iIiKiP3AGp4mkUikSEhKg1WqRmJiI8vJyyOVyKJXKOmth1q5di7Vr14rbAwcORFJSEhYuXIiUlBS8++67KC4uhkwmw4ABAxARESG2zcjIAAAMGzasdQZGRERkxSRms9nc1kVQy8jMzIRarYZOp0NAQEBbl0NERNRq+IiKiIiIbA4DDhEREdkcBhwiIiKyOQw4REREZHP4FhXVKy4mWvx70jvvtWElREREjccZHCIiIrI5DDhERERkcxhwiIiIyOYw4DSTuLg4TJw4EZcvXxb3Xbp0CeHh4W1YFRERUfvEgNOMnJ2dsX379rYug4iIqN3jW1TN6OGHH8bevXvx888/o1evXrWOVVVV4eOPP8Z///tfODg4ICgoCE8++SSkUilOnTqFFStWYMqUKdi5cydMJhMmTpyIRx99FABgNpvx2Wef4eDBg6ioqEC/fv3w3HPPwcPDoy2GSUREdMfjDE4zcnV1xfjx47F169Y6x9auXYvS0lKsWbMGK1euRE5OTq2vhVdUVKCkpATr1q1DfHw8tm7dKj7u+uKLL3D06FEsXboUmzdvRu/evbF8+fJ6a9Dr9cjMzERmZiZyc3NbZqBERER3OAacZvboo48iLy8PP/74o7jPZDLh6NGjmDFjBmQyGdzd3TF16lSkpaWJbezs7PDEE09AKpWib9++6N69O/Lz8wEABw4cwPTp09G1a1c4ODjg8ccfx7lz51BUVFTn+hqNBmq1Gmq1GtOnT2/5ARMREd2B+IiqmXXq1AmPPvooNm/ejOeffx4AcOXKFRgMBnTp0kVs16VLF5SWlorbMpkMDg7/94/D0dER165dAwD89ttvWL58Oezs/i+P2tnZobi4GJ6enrWuHxUVJS5szs3NZcghIqJ2iQGnBYwfPx6ff/45MjIyAAByuRwODg4oLCyEj48PAKCwsBBubm4N6s/T0xPz5s3DoEGDbtvW29sb3t7elhdPRERkA/iIqgU4Ojpi6tSp4hobe3t7BAUFYevWrbh69SpKS0uxY8cOBAcHN6i/0NBQbNmyBXq9HgDw+++/49tvv22p8omIiKweZ3BayNixY7Fnzx5UVlYCAGbPno2PP/4Yc+bMEQPPY4891qC+xo8fD4lEgjfffBMlJSXo1KkThgwZgvvuu68lh0BERGS1JGaz2dzWRVDLyMzMhFqthk6nQ0BAQKPO5cc2iYjImvERFREREdkcBhwiIiKyOVyDQ/XiYykiIrJmnMEhIiIim8MZHBtWXV0NAPxkAxHZnP79+8PZ2bmty6A7GAOODbtw4QIA8NeMicjmWPJ2KLUvfE3chhUXF+PgwYNQKpVwcnJq8Hk3PvGwdetW+Pn5tWCFrIW1sBbWYhnO4NDtcAbHhnl4eOCJJ56w+Hw/P782/y8kb29vLF68GCEhIXfMJyh4X+rH+1I/3pf63Qn3hWwbAw7d0by9vbFkyZK2LuOOw/tSP96X+vG+UHvEt6iojhv/tXen/JfenYL3pX68L/Xjfakf7wu1Fq7BISIiIpvDGRwiIiKyOQw4REREZHMYcIiIiMjm8C0qquX333/Hhx9+iMzMTDg5OWHKlCl46KGH2rqsVrd//34cPnwYFy5cwMiRI7FgwQLx2C+//IJ//etfuHDhAry8vDB37lzcc889bVht6xAEAR999BGys7NRWVkJDw8PPPbYYwgODgbQfu8LAHzwwQf473//i+rqari4uGDcuHGYMmUKgPZ9X26oqKjA3Llz4e3tjZUrVwLgfaGWxxkcqkWj0cBoNGLDhg2Ij4/Htm3bkJOT09ZltTo3NzdMmTIF48aNq7XfYDAgISEBI0eORHJyMiZNmoTExET8/vvvbVRp6zEajXBzc0NCQgKSk5Px3HPP4aOPPsKZM2fa9X0BgPDwcGg0Gnz66ad46623cOTIEXz77bft/r7c8Mknn0CpVIrbvC/UGhhwSHTt2jV89913mD59OpydndG7d2+EhITg0KFDbV1aq7v33nsxYsQIyOXyWvtPnTqF69evY+LEiZBKpRg9ejS6du2KY8eOtVGlradjx4544okn4OXlBTs7OwwYMAB+fn7Izc1t1/cFABQKBRwdHcVtiUSCy5cvt/v7Avzx70xBQQFGjx5da197vy/U8hhwSPTrr78C+ON/rG/o1asXfvnll7Yq6Y5z8eJF9OzZE3Z2//evjo+PDy5evNiGVbWNa9eu4dy5c+jZsyfvC4BNmzbhscceQ2RkJK5du4bRo0e3+/siCAI0Gg3mzJkDiUQi7m/v94VaB9fgkOjatWt1vlnVqVMn8avk9McX2jt16lRrX6dOnVBVVdVGFbUNs9mM9957D3369IFKpcJPP/3U7u/L008/jaeeegrnzp3DiRMnxH932vN92blzJ1QqFZRKJc6fPy/ub+/3hVoHZ3BI1LFjxzph5urVq436UKetc3JyqvM/wlVVVe3qHpnNZqxevRolJSVYuHAhJBIJ78v/J5FI0KdPHzg4OCA5Obld35fLly/j66+/xrRp0+oca8/3hVoPAw6JunfvDgD43//+J+7Lz89Hz54926qkO45CocAvv/wCk8kk7svPz6/1WM+Wmc1mfPTRR/j555+xZMkSdOzYEQDvy1+ZTCbo9fp2fV9yc3NRUlKCWbNm4YknnsDatWtx/vx5PPHEE+jatWu7vS/UehhwSNSxY0eMGjUK27ZtQ1VVFfLz85GamooHH3ywrUtrdUajETU1NTCZTDCZTKipqYHBYMCgQYMglUrx2WefQRAEHDlyBAUFBRg5cmRbl9wqNBoN8vLysHTpUjg7O4v72/N9uXr1KtLS0lBVVQWTyYTTp0/jwIEDGDJkSLu+L/fddx80Gg3ee+89vPfee5g2bRp69uyJ9957D4GBge32vlDr4beoqJbff/8dH3zwATIzM+Hs7Nxufwdn+/bt0Gq1tfaFhITghRdewIULF/DBBx/gwoUL6Nq1K+bOnYuBAwe2UaWtp7CwELNmzYJUKoW9vb24f/LkyZgyZUq7vS9VVVVISkrC+fPnYTKZ4ObmhjFjxuDRRx+FRCJpt/flr1JTU3HgwAHxd3B4X6ilMeAQERGRzeEjKiIiIrI5DDhERERkcxhwiIiIyOYw4BAREZHNYcAhIiIim8OAQ0RERDaHAYeIiIhsDgMOERER2RwGHCIr89NPP2HUqFGQy+V4+OGHUVhYWOv42bNn4ebmhkuXLrVRhQ0XHByM8ePHi9sbN26ERCJBcXFxG1ZFRLaAAYfIyjz99NNQKpXYuXMn/ve//+HFF1+sdfyFF17Ayy+/jB49erRRhUREbc+hrQsgooa7evUqjh8/jn379sHT0xPl5eV4/vnnxeNffPEF8vLysHv37jaskoio7XEGh8iKXL9+HQDg5OQEAHB2dhb31dTUICYmBm+//TYcHR0b1efrr7+OXr16wdHRET169MDMmTNve94XX3yBUaNGwdnZGa6urggODkZWVhaAP4LY/Pnz0a9fPzg7O0OpVGLOnDm4cuVKY4eMZcuWwdfXFx07dkSXLl0wZswY5OfnN7ofImpfOINDZEXc3NzQq1cv/Otf/0JUVBTWrl2LoUOHAgDefvtt9OrVC+Hh4Y3qc9KkSTh8+DDi4uIwYsQIFBUVISUl5ZbnfPrpp3j88ccxYcIEbN++HR06dMB3332HX3/9FSqVClVVVTAajUhMTISnpyf+97//ITExERMnTsThw4cbXNvmzZsRHx+PN954AyNHjsSVK1fwzTffoKKiolFjJKL2h18TJ7Iy//73v/HYY4+hoqIC3bp1w4EDB+Dh4YFBgwbhu+++Q//+/Rvc13/+8x+MGzcO27dvx+OPP96gc8xmMxQKBe655x589dVXDTrHYDDgxIkTuO+++5CXl4e+ffsC+GORsUwmw/79+wH8sch45syZKCoqgoeHB+bPn4/09HTodLoGj4mICOAjKiKrM27cOBQUFODMmTO4cOEC/P39sXDhQsycORP9+/fH+vXr0bNnT7i7uyM6OhoGg+GmfaWmpsLZ2RlTp05t8PXz8vJw6dIlPPPMM7dst2XLFqhUKshkMkilUtx3330A/ngLrKECAgKQlZWFF198Ed9++y0EQWjwuUTUvjHgEFkhJycn9OvXD1KpFMeOHUNqaioWLVqEU6dOYe7cudi8eTOysrKwd+9erFu37qb9lJSUwNvbGxKJpMHXLikpAQB069btpm327NmDp556CsOGDcOOHTtw/Phx7NmzBwBw7dq1Bl9rxowZeOedd3Dw4EEEBQXB09MT0dHRqK6ubnAfRNQ+MeAQWTGTyYTnn38eb731FuRyOdLS0uDv748HHngACoUCkydPxn/+85+bnu/u7g69Xo/GPKl2d3cHAFy+fPmmbXbu3IkhQ4ZAo9HgoYcewvDhw+Hq6trwgf1/dnZ2iI6Oxo8//ohLly4hPj4eq1evxsqVKxvdFxG1Lww4RFZs3bp1cHBwwNNPPy3uq6qqEv9+9erVW54/ZswYVFVVYceOHQ2+Zr9+/dCjRw9s2LDhpm2qq6vRoUOHWvu2bdvW4GvUp3v37njppZfg7++P3NzcJvVFRLaPb1ERWany8nLEx8fj888/Fx8xBQcH44UXXsCKFSugVCqRnJyMpKSkm/YxZswYPPTQQ3jmmWdw/vx5DB8+HKWlpUhJSYFWq633HIlEgpUrV+Lxxx/HpEmT8NRTT8HR0RHp6ekYOnQoxo8fj7Fjx+K5557DG2+8gXvvvRcHDhxAampqo8cYFRUFV1dXjBgxAq6urvjuu++QnZ2NefPmNbovImpnzERklf7xj3+YZ86cWWe/RqMx33333WY3Nzfz/PnzzYIg3LKf6upq86uvvmpWKBRmqVRq7tGjh/mZZ5657fX37dtnHj58uLljx47mzp07m0NCQsxZWVlms9lsNhgM5pdeesns6elpdnFxMU+ePNl8/PhxMwDzzp07xT4eeOAB88MPPyxub9iwwQzAXFRUZDabzeaNGzeaR40aZXZzczN37NjRPGDAAPP777/fkNtDRO0cXxMnIiIim8M1OERERGRzGHCIiIjI5jDgEBERkc1hwCEiIiKbw4BDRERENocBh4iIiGwOAw4RERHZHAYcIiIisjkMOERERGRzGHCIiIjI5jDgEBERkc35fwKgaHp6Zd1JAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -299,21 +297,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 2059/2059 [00:15<00:00, 133.42it/s]\n", - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/plotnine/utils.py:1246: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", - " if pdtypes.is_categorical(arr):\n" + "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 2059/2059 [00:18<00:00, 111.11it/s]\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -325,21 +321,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 3222/3222 [00:40<00:00, 79.61it/s]\n", - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/plotnine/utils.py:1246: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", - " if pdtypes.is_categorical(arr):\n" + "Retrieving contant region calls, parallelizing with 3 cpus : 100%|██████████| 3222/3222 [00:48<00:00, 66.15it/s]\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -351,7 +345,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] } ], @@ -363,7 +357,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This still takes a while when dealing with large files; the number of cpus to size of file isn't exactly linear. Nevertheless, I have enabled parallelization as default because there were noticeable improvements in processing speeds with the smaller files. Maybe it will work better on a cluster with more cpus, rather than just a standard laptop. The default option will return a summary plot that can be disabled with `plot = False`. Also, the function can be run with `fileformat = 'changeo'` if preferred." + "This still takes a while when dealing with large files; the number of cpus to size of file isn't exactly linear. Nevertheless, I have enabled parallelization as default because there were noticeable improvements in processing speeds with the smaller files. Maybe it will work better on a cluster with more cpus, rather than just a standard laptop. The default option will return a summary plot that can be disabled with `plot = False`." ] }, { @@ -386,21 +380,19 @@ "\n", "However, the main caveat is that this will only work properly if there is sufficient contigs/reads. An ideal scenario would be to run it on multiple samples from the same subject to allow for more information to be used to confidently assign a genotyped *v_call*. In this tutorial, I'm assuming the four samples can be split into two sets where sets of two corresponds to a different/single individual. So while important, this step can be skipped if you don't have enough data to do this. \n", "\n", - "`pp.reassign_alleles` requires the `combined_folder` option to be specified so that a merged/concatenated file can be produced for running TIgGER. The function also runs `pp.create_germlines` using the germline database updated with the germline corrections from TIgGER. The default behavior is that it will return a `germline_alignment_d_mask` column in the final output. This can be changed by specifying `germ_types` option; see [here](https://changeo.readthedocs.io/en/stable/tools/CreateGermlines.html#creategermlines) for other options.\n", - "\n", - "Specifying `fileformat = 'changeo'` will run on changeo formatted files if this was run earlier; but it's probably best to stick to AIRR's standard format." + "`pp.reassign_alleles` requires the `combined_folder` option to be specified so that a merged/concatenated file can be produced for running TIgGER. The function also runs `pp.create_germlines` using the germline database updated with the germline corrections from TIgGER. The default behavior is that it will return a `germline_alignment_d_mask` column in the final output. This can be changed by specifying `germ_types` option; see [here](https://changeo.readthedocs.io/en/stable/tools/CreateGermlines.html#creategermlines) for other options." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Processing data file(s) : 100%|██████████| 2/2 [00:00<00:00, 14.76it/s]" + "Processing data file(s) : 100%|██████████| 2/2 [00:00<00:00, 11.74it/s]" ] }, { @@ -429,8 +421,8 @@ "name": "stderr", "output_type": "stream", "text": [ - " Returning light chain V calls: 100%|██████████| 2583/2583 [00:00<00:00, 47538.53it/s]\n", - " Building dmask germline sequences: 2583it [00:02, 984.05it/s] \n" + " Returning light chain V calls: 100%|██████████| 2612/2612 [00:00<00:00, 57581.54it/s]\n", + " Building dmask germline sequences: 2612it [00:08, 297.95it/s]\n" ] }, { @@ -441,17 +433,9 @@ "Returning summary plot\n" ] }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/plotnine/utils.py:1246: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", - " if pdtypes.is_categorical(arr):\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -463,14 +447,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Writing out to individual folders : 100%|██████████| 2/2 [00:00<00:00, 7.25it/s]\n" + "Writing out to individual folders : 100%|██████████| 2/2 [00:00<00:00, 6.06it/s]\n" ] } ], @@ -481,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": { "scrolled": true }, @@ -490,7 +474,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Processing data file(s) : 100%|██████████| 2/2 [00:00<00:00, 8.28it/s]\n" + "Processing data file(s) : 100%|██████████| 2/2 [00:00<00:00, 6.23it/s]\n" ] }, { @@ -506,8 +490,8 @@ "name": "stderr", "output_type": "stream", "text": [ - " Returning light chain V calls: 100%|██████████| 4762/4762 [00:00<00:00, 59178.67it/s]\n", - " Building dmask germline sequences: 4762it [00:06, 752.51it/s] \n" + " Returning light chain V calls: 100%|██████████| 4900/4900 [00:00<00:00, 50420.35it/s]\n", + " Building dmask germline sequences: 4900it [00:09, 530.59it/s]\n" ] }, { @@ -518,17 +502,9 @@ "Returning summary plot\n" ] }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/plotnine/utils.py:1246: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", - " if pdtypes.is_categorical(arr):\n" - ] - }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -540,14 +516,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Writing out to individual folders : 100%|██████████| 2/2 [00:00<00:00, 4.11it/s]\n" + "Writing out to individual folders : 100%|██████████| 2/2 [00:00<00:00, 3.37it/s]\n" ] } ], @@ -575,14 +551,14 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Basic mutational load analysis : 100%|██████████| 4/4 [00:31<00:00, 7.95s/it]\n" + "Basic mutational load analysis : 100%|██████████| 4/4 [00:40<00:00, 10.14s/it]\n" ] } ], @@ -590,7 +566,7 @@ "from tqdm import tqdm\n", "# quantify mutations\n", "for s in tqdm(samples, desc = 'Basic mutational load analysis '):\n", - " filePath = s+'/dandelion/data/'+ s + '_b_filtered_contig_igblast_gap_genotyped.tsv'\n", + " filePath = s+'/dandelion/data/'+ s + '_b_filtered_contig_igblast_db-pass_genotyped.tsv'\n", " ddl.pp.quantify_mutations(filePath)" ] }, diff --git a/notebooks/2_dandelion_filtering-10x data.ipynb b/notebooks/2_dandelion_filtering-10x data.ipynb index a0c9e863c..7a090f5f2 100644 --- a/notebooks/2_dandelion_filtering-10x data.ipynb +++ b/notebooks/2_dandelion_filtering-10x data.ipynb @@ -22,16 +22,7 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/anndata/_core/anndata.py:21: FutureWarning: pandas.core.index is deprecated and will be removed in a future version. The public classes are available in the top-level namespace.\n", - " from pandas.core.index import RangeIndex\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "os.chdir(os.path.expanduser('/Users/kt16/Documents/Github/dandelion'))\n", @@ -56,7 +47,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "scanpy==1.5.1 anndata==0.7.1 umap==0.4.3 numpy==1.19.2 scipy==1.5.2 pandas==1.1.0 scikit-learn==0.23.1 statsmodels==0.11.1 python-igraph==0.8.2 louvain==0.6.1 leidenalg==0.8.0\n" + "scanpy==1.5.1 anndata==0.7.1 umap==0.4.3 numpy==1.17.1 scipy==1.5.3 pandas==0.25.1 scikit-learn==0.23.1 statsmodels==0.11.1 python-igraph==0.8.2 louvain==0.6.1 leidenalg==0.8.0\n" ] } ], @@ -235,12 +226,12 @@ " germline_alignment\n", " junction\n", " ...\n", - " c_germline_alignment\n", " c_sequence_start\n", " c_sequence_end\n", " c_score\n", " c_identity\n", " c_support\n", + " c_call_10x\n", " sample_id\n", " v_call_genotyped\n", " germline_alignment_d_mask\n", @@ -249,8 +240,8 @@ " \n", " \n", " \n", - " 0\n", - " sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1\n", + " 0\n", + " sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT_contig_1\n", " ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTC...\n", " F\n", " T\n", @@ -261,20 +252,20 @@ " CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG...\n", " TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC\n", " ...\n", - " GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCT...\n", " 431.0\n", " 642.0\n", " 392.610\n", " 100.0\n", " 1.000000e-111\n", + " IGLC2\n", " sc5p_v2_hs_PBMC_1k\n", " IGLV5-45*03\n", " CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG...\n", " 0.000000\n", " \n", " \n", - " 1\n", - " sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2\n", + " 1\n", + " sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT_contig_2\n", " ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACAT...\n", " F\n", " T\n", @@ -285,20 +276,20 @@ " CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTT...\n", " TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTG...\n", " ...\n", - " GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA...\n", " 470.0\n", " 541.0\n", " 134.079\n", " 100.0\n", " 7.000000e-34\n", + " IGHM\n", " sc5p_v2_hs_PBMC_1k\n", " IGHV4-61*02\n", - " CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTT...\n", - " 0.008571\n", + " NaN\n", + " 0.000000\n", " \n", " \n", - " 2\n", - " sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3\n", + " 2\n", + " sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT_contig_3\n", " GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGG...\n", " F\n", " F\n", @@ -309,20 +300,20 @@ " CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTG...\n", " TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC\n", " ...\n", - " GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCT...\n", " 433.0\n", " 644.0\n", " 392.610\n", " 100.0\n", " 1.000000e-111\n", + " IGLC3\n", " sc5p_v2_hs_PBMC_1k\n", " IGLV2-5*01\n", " CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTG...\n", " 0.000000\n", " \n", " \n", - " 3\n", - " sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1\n", + " 3\n", + " sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC_contig_1\n", " AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTC...\n", " F\n", " T\n", @@ -333,20 +324,20 @@ " CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGG...\n", " TGTCAGACCTGGGGCACTGGCATTTATGTCTTC\n", " ...\n", - " GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCT...\n", " 416.0\n", " 627.0\n", " 392.610\n", " 100.0\n", " 1.000000e-111\n", + " IGLC1\n", " sc5p_v2_hs_PBMC_1k\n", " IGLV4-69*01\n", " CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGG...\n", " 0.000000\n", " \n", " \n", - " 4\n", - " sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2\n", + " 4\n", + " sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC_contig_2\n", " AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCAC...\n", " F\n", " T\n", @@ -357,19 +348,19 @@ " GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG...\n", " TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTG...\n", " ...\n", - " GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA...\n", " 506.0\n", " 577.0\n", " 134.079\n", " 100.0\n", " 7.000000e-34\n", + " IGHM\n", " sc5p_v2_hs_PBMC_1k\n", " IGHV3-21*01\n", - " GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG...\n", + " NaN\n", " 0.000000\n", " \n", " \n", - " ...\n", + " ...\n", " ...\n", " ...\n", " ...\n", @@ -393,8 +384,8 @@ " ...\n", " \n", " \n", - " 7340\n", - " vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA-1_contig_1\n", + " 7507\n", + " vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA_contig_1\n", " AGCTCTGAGAGAGGAGCCCAGCCCTGGGATTTTCAGGTGTTTTCAT...\n", " F\n", " T\n", @@ -405,20 +396,20 @@ " GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG...\n", " TGTGCGAAAGCCCGCCCGGAGGGAAAGAAGTTATCATTGTTTAGAG...\n", " ...\n", - " GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA...\n", " 533.0\n", " 604.0\n", " 134.079\n", " 100.0\n", " 7.000000e-34\n", + " IGHM\n", " vdj_nextgem_hs_pbmc3\n", " IGHV3-23*01,IGHV3-23D*01\n", - " GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG...\n", + " NaN\n", " 0.000000\n", " \n", " \n", - " 7341\n", - " vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA-1_contig_2\n", + " 7508\n", + " vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA_contig_2\n", " AGCTTCAGCTGTGGGTAGAGAAGACAGGACTCAGGACAATCTCCAG...\n", " F\n", " T\n", @@ -429,20 +420,20 @@ " CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG...\n", " TGTGCAGCATGGGATGACAGCCTTTTATTC\n", " ...\n", - " GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCT...\n", " 426.0\n", " 637.0\n", " 392.610\n", " 100.0\n", " 1.000000e-111\n", + " IGLC2\n", " vdj_nextgem_hs_pbmc3\n", " IGLV1-44*01\n", " CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG...\n", " 0.000000\n", " \n", " \n", - " 7342\n", - " vdj_nextgem_hs_pbmc3_TGGCCAGCAACAACCT-1_contig_1\n", + " 7509\n", + " vdj_nextgem_hs_pbmc3_TGGCCAGCAACAACCT_contig_1\n", " GATCAGGACTTCTCAGTTCATCTTCTCACCATGAGGCTCCCTGCTC...\n", " F\n", " T\n", @@ -450,23 +441,23 @@ " NaN\n", " IGKJ4*01\n", " ..TATTGTGATGACCCAGACTCCAGTCTCTCTGTCCGTCACCCCTG...\n", - " TATTGTGATGACCCAGACTCCACTCTCTCTGTCCGTCACCCCTGGA...\n", + " GATATTGTGATGACCCAGACTCCACTCTCTCTGTCCGTCACCCCTG...\n", " TGCAAGCAAAGTATACAGTTTCCGCTCACTTTC\n", " ...\n", - " CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATG...\n", " 427.0\n", " 563.0\n", " 254.111\n", " 100.0\n", " 5.000000e-70\n", + " IGKC\n", " vdj_nextgem_hs_pbmc3\n", " IGKV2D-29*01\n", " GATATTGTGATGACCCAGACTCCACTCTCTCTGTCCGTCACCCCTG...\n", " 0.014970\n", " \n", " \n", - " 7343\n", - " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA-1_contig_1\n", + " 7510\n", + " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA_contig_1\n", " TGGGGGACTCCTGTGCCCCACCATGGACACACTTTGCTACACACTC...\n", " F\n", " T\n", @@ -477,59 +468,59 @@ " CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCA...\n", " TGTGCACGGATAAGCTTTGATAATAGTGCCTTTGACTACTGG\n", " ...\n", - " GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA...\n", " 440.0\n", " 511.0\n", " 134.079\n", " 100.0\n", " 6.000000e-34\n", + " IGHM\n", " vdj_nextgem_hs_pbmc3\n", " IGHV2-26*01\n", - " CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCA...\n", - " 0.005831\n", + " NaN\n", + " 0.000000\n", " \n", " \n", - " 7344\n", - " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA-1_contig_2\n", + " 7511\n", + " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA_contig_2\n", " TGGGGGGGGTCTCAGGAGGCAGCGCTCTCGGGACGTCTCCACCATG...\n", " F\n", " T\n", - " IGLV2-14*01\n", + " IGLV2-14*01,IGLV2-14*03\n", " NaN\n", " IGLJ2*01,IGLJ3*01\n", " CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG...\n", " CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG...\n", " TGCAGCTCATATACAAGCAGCAGCACTGTGGTATTC\n", " ...\n", - " GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTC...\n", " 432.0\n", " 642.0\n", " 390.763\n", " 100.0\n", " 4.000000e-111\n", + " IGLC2\n", " vdj_nextgem_hs_pbmc3\n", - " IGLV2-14*01\n", + " IGLV2-14*01,IGLV2-14*03\n", " CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG...\n", " 0.006061\n", " \n", " \n", "\n", - "

7345 rows × 107 columns

\n", + "

7512 rows × 113 columns

\n", "" ], "text/plain": [ - " sequence_id \\\n", - "0 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1 \n", - "1 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2 \n", - "2 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3 \n", - "3 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1 \n", - "4 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2 \n", - "... ... \n", - "7340 vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA-1_contig_1 \n", - "7341 vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA-1_contig_2 \n", - "7342 vdj_nextgem_hs_pbmc3_TGGCCAGCAACAACCT-1_contig_1 \n", - "7343 vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA-1_contig_1 \n", - "7344 vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA-1_contig_2 \n", + " sequence_id \\\n", + "0 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT_contig_1 \n", + "1 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT_contig_2 \n", + "2 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT_contig_3 \n", + "3 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC_contig_1 \n", + "4 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC_contig_2 \n", + "... ... \n", + "7507 vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA_contig_1 \n", + "7508 vdj_nextgem_hs_pbmc3_TGCCCATTCCAGAGGA_contig_2 \n", + "7509 vdj_nextgem_hs_pbmc3_TGGCCAGCAACAACCT_contig_1 \n", + "7510 vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA_contig_1 \n", + "7511 vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA_contig_2 \n", "\n", " sequence rev_comp productive \\\n", "0 ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTC... F T \n", @@ -538,11 +529,11 @@ "3 AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTC... F T \n", "4 AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCAC... F T \n", "... ... ... ... \n", - "7340 AGCTCTGAGAGAGGAGCCCAGCCCTGGGATTTTCAGGTGTTTTCAT... F T \n", - "7341 AGCTTCAGCTGTGGGTAGAGAAGACAGGACTCAGGACAATCTCCAG... F T \n", - "7342 GATCAGGACTTCTCAGTTCATCTTCTCACCATGAGGCTCCCTGCTC... F T \n", - "7343 TGGGGGACTCCTGTGCCCCACCATGGACACACTTTGCTACACACTC... F T \n", - "7344 TGGGGGGGGTCTCAGGAGGCAGCGCTCTCGGGACGTCTCCACCATG... F T \n", + "7507 AGCTCTGAGAGAGGAGCCCAGCCCTGGGATTTTCAGGTGTTTTCAT... F T \n", + "7508 AGCTTCAGCTGTGGGTAGAGAAGACAGGACTCAGGACAATCTCCAG... F T \n", + "7509 GATCAGGACTTCTCAGTTCATCTTCTCACCATGAGGCTCCCTGCTC... F T \n", + "7510 TGGGGGACTCCTGTGCCCCACCATGGACACACTTTGCTACACACTC... F T \n", + "7511 TGGGGGGGGTCTCAGGAGGCAGCGCTCTCGGGACGTCTCCACCATG... F T \n", "\n", " v_call d_call j_call \\\n", "0 IGLV5-45*03 NaN IGLJ3*02 \n", @@ -551,11 +542,11 @@ "3 IGLV4-69*01 NaN IGLJ1*01 \n", "4 IGHV3-21*01 IGHD3-22*01 IGHJ4*02 \n", "... ... ... ... \n", - "7340 IGHV3-23*01,IGHV3-23D*01 IGHD3-16*02 IGHJ4*02 \n", - "7341 IGLV1-44*01 NaN IGLJ2*01,IGLJ3*01 \n", - "7342 IGKV2D-29*01 NaN IGKJ4*01 \n", - "7343 IGHV2-26*01 IGHD3-22*01 IGHJ4*02 \n", - "7344 IGLV2-14*01 NaN IGLJ2*01,IGLJ3*01 \n", + "7507 IGHV3-23*01,IGHV3-23D*01 IGHD3-16*02 IGHJ4*02 \n", + "7508 IGLV1-44*01 NaN IGLJ2*01,IGLJ3*01 \n", + "7509 IGKV2D-29*01 NaN IGKJ4*01 \n", + "7510 IGHV2-26*01 IGHD3-22*01 IGHJ4*02 \n", + "7511 IGLV2-14*01,IGLV2-14*03 NaN IGLJ2*01,IGLJ3*01 \n", "\n", " sequence_alignment \\\n", "0 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG... \n", @@ -564,11 +555,11 @@ "3 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGG... \n", "4 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", "... ... \n", - "7340 GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG... \n", - "7341 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... \n", - "7342 ..TATTGTGATGACCCAGACTCCAGTCTCTCTGTCCGTCACCCCTG... \n", - "7343 CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCA... \n", - "7344 CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG... \n", + "7507 GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG... \n", + "7508 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... \n", + "7509 ..TATTGTGATGACCCAGACTCCAGTCTCTCTGTCCGTCACCCCTG... \n", + "7510 CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCA... \n", + "7511 CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG... \n", "\n", " germline_alignment \\\n", "0 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG... \n", @@ -577,78 +568,65 @@ "3 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGG... \n", "4 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", "... ... \n", - "7340 GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG... \n", - "7341 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... \n", - "7342 TATTGTGATGACCCAGACTCCACTCTCTCTGTCCGTCACCCCTGGA... \n", - "7343 CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCA... \n", - "7344 CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG... \n", - "\n", - " junction ... \\\n", - "0 TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC ... \n", - "1 TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTG... ... \n", - "2 TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC ... \n", - "3 TGTCAGACCTGGGGCACTGGCATTTATGTCTTC ... \n", - "4 TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTG... ... \n", - "... ... ... \n", - "7340 TGTGCGAAAGCCCGCCCGGAGGGAAAGAAGTTATCATTGTTTAGAG... ... \n", - "7341 TGTGCAGCATGGGATGACAGCCTTTTATTC ... \n", - "7342 TGCAAGCAAAGTATACAGTTTCCGCTCACTTTC ... \n", - "7343 TGTGCACGGATAAGCTTTGATAATAGTGCCTTTGACTACTGG ... \n", - "7344 TGCAGCTCATATACAAGCAGCAGCACTGTGGTATTC ... \n", + "7507 GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG... \n", + "7508 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... \n", + "7509 GATATTGTGATGACCCAGACTCCACTCTCTCTGTCCGTCACCCCTG... \n", + "7510 CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCA... \n", + "7511 CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG... \n", "\n", - " c_germline_alignment c_sequence_start \\\n", - "0 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCT... 431.0 \n", - "1 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA... 470.0 \n", - "2 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCT... 433.0 \n", - "3 GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCT... 416.0 \n", - "4 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA... 506.0 \n", - "... ... ... \n", - "7340 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA... 533.0 \n", - "7341 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCT... 426.0 \n", - "7342 CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATG... 427.0 \n", - "7343 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGA... 440.0 \n", - "7344 GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTC... 432.0 \n", + " junction ... c_sequence_start \\\n", + "0 TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC ... 431.0 \n", + "1 TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTG... ... 470.0 \n", + "2 TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC ... 433.0 \n", + "3 TGTCAGACCTGGGGCACTGGCATTTATGTCTTC ... 416.0 \n", + "4 TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTG... ... 506.0 \n", + "... ... ... ... \n", + "7507 TGTGCGAAAGCCCGCCCGGAGGGAAAGAAGTTATCATTGTTTAGAG... ... 533.0 \n", + "7508 TGTGCAGCATGGGATGACAGCCTTTTATTC ... 426.0 \n", + "7509 TGCAAGCAAAGTATACAGTTTCCGCTCACTTTC ... 427.0 \n", + "7510 TGTGCACGGATAAGCTTTGATAATAGTGCCTTTGACTACTGG ... 440.0 \n", + "7511 TGCAGCTCATATACAAGCAGCAGCACTGTGGTATTC ... 432.0 \n", "\n", - " c_sequence_end c_score c_identity c_support sample_id \\\n", - "0 642.0 392.610 100.0 1.000000e-111 sc5p_v2_hs_PBMC_1k \n", - "1 541.0 134.079 100.0 7.000000e-34 sc5p_v2_hs_PBMC_1k \n", - "2 644.0 392.610 100.0 1.000000e-111 sc5p_v2_hs_PBMC_1k \n", - "3 627.0 392.610 100.0 1.000000e-111 sc5p_v2_hs_PBMC_1k \n", - "4 577.0 134.079 100.0 7.000000e-34 sc5p_v2_hs_PBMC_1k \n", - "... ... ... ... ... ... \n", - "7340 604.0 134.079 100.0 7.000000e-34 vdj_nextgem_hs_pbmc3 \n", - "7341 637.0 392.610 100.0 1.000000e-111 vdj_nextgem_hs_pbmc3 \n", - "7342 563.0 254.111 100.0 5.000000e-70 vdj_nextgem_hs_pbmc3 \n", - "7343 511.0 134.079 100.0 6.000000e-34 vdj_nextgem_hs_pbmc3 \n", - "7344 642.0 390.763 100.0 4.000000e-111 vdj_nextgem_hs_pbmc3 \n", + " c_sequence_end c_score c_identity c_support c_call_10x \\\n", + "0 642.0 392.610 100.0 1.000000e-111 IGLC2 \n", + "1 541.0 134.079 100.0 7.000000e-34 IGHM \n", + "2 644.0 392.610 100.0 1.000000e-111 IGLC3 \n", + "3 627.0 392.610 100.0 1.000000e-111 IGLC1 \n", + "4 577.0 134.079 100.0 7.000000e-34 IGHM \n", + "... ... ... ... ... ... \n", + "7507 604.0 134.079 100.0 7.000000e-34 IGHM \n", + "7508 637.0 392.610 100.0 1.000000e-111 IGLC2 \n", + "7509 563.0 254.111 100.0 5.000000e-70 IGKC \n", + "7510 511.0 134.079 100.0 6.000000e-34 IGHM \n", + "7511 642.0 390.763 100.0 4.000000e-111 IGLC2 \n", "\n", - " v_call_genotyped \\\n", - "0 IGLV5-45*03 \n", - "1 IGHV4-61*02 \n", - "2 IGLV2-5*01 \n", - "3 IGLV4-69*01 \n", - "4 IGHV3-21*01 \n", - "... ... \n", - "7340 IGHV3-23*01,IGHV3-23D*01 \n", - "7341 IGLV1-44*01 \n", - "7342 IGKV2D-29*01 \n", - "7343 IGHV2-26*01 \n", - "7344 IGLV2-14*01 \n", + " sample_id v_call_genotyped \\\n", + "0 sc5p_v2_hs_PBMC_1k IGLV5-45*03 \n", + "1 sc5p_v2_hs_PBMC_1k IGHV4-61*02 \n", + "2 sc5p_v2_hs_PBMC_1k IGLV2-5*01 \n", + "3 sc5p_v2_hs_PBMC_1k IGLV4-69*01 \n", + "4 sc5p_v2_hs_PBMC_1k IGHV3-21*01 \n", + "... ... ... \n", + "7507 vdj_nextgem_hs_pbmc3 IGHV3-23*01,IGHV3-23D*01 \n", + "7508 vdj_nextgem_hs_pbmc3 IGLV1-44*01 \n", + "7509 vdj_nextgem_hs_pbmc3 IGKV2D-29*01 \n", + "7510 vdj_nextgem_hs_pbmc3 IGHV2-26*01 \n", + "7511 vdj_nextgem_hs_pbmc3 IGLV2-14*01,IGLV2-14*03 \n", "\n", " germline_alignment_d_mask mu_freq \n", "0 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG... 0.000000 \n", - "1 CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTT... 0.008571 \n", + "1 NaN 0.000000 \n", "2 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTG... 0.000000 \n", "3 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGG... 0.000000 \n", - "4 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... 0.000000 \n", + "4 NaN 0.000000 \n", "... ... ... \n", - "7340 GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG... 0.000000 \n", - "7341 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... 0.000000 \n", - "7342 GATATTGTGATGACCCAGACTCCACTCTCTCTGTCCGTCACCCCTG... 0.014970 \n", - "7343 CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCA... 0.005831 \n", - "7344 CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG... 0.006061 \n", + "7507 NaN 0.000000 \n", + "7508 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... 0.000000 \n", + "7509 GATATTGTGATGACCCAGACTCCACTCTCTCTGTCCGTCACCCCTG... 0.014970 \n", + "7510 NaN 0.000000 \n", + "7511 CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTG... 0.006061 \n", "\n", - "[7345 rows x 107 columns]" + "[7512 rows x 113 columns]" ] }, "execution_count": 5, @@ -660,7 +638,7 @@ "# first we read in the 4 bcr files\n", "bcr_files = []\n", "for sample in samples:\n", - " file_location = sample +'/dandelion/data/'+sample+'_b_filtered_contig_igblast_gap_genotyped.tsv'\n", + " file_location = sample +'/dandelion/data/'+sample+'_b_filtered_contig_igblast_db-pass_genotyped.tsv'\n", " bcr_files.append(pd.read_csv(file_location, sep = '\\t'))\n", "bcr = bcr_files[0].append(bcr_files[1:])\n", "bcr.reset_index(inplace = True, drop = True)\n", @@ -683,7 +661,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Annotating in anndata obs slot : 100%|██████████| 30471/30471 [00:00<00:00, 106222.55it/s]\n" + "Annotating in anndata obs slot : 100%|██████████| 30471/30471 [00:00<00:00, 86786.25it/s]\n" ] }, { @@ -741,8 +719,8 @@ { "data": { "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count'\n", + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count'\n", " metadata: 'sample_id', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", " distance: None\n", " edges: None\n", @@ -777,7 +755,7 @@ { "data": { "text/plain": [ - "View of AnnData object with n_obs × n_vars = 16970 × 31915 \n", + "View of AnnData object with n_obs × n_vars = 16552 × 31915 \n", " obs: 'batch', 'sampleid', 'scrublet_score', 'n_genes', 'percent_mito', 'n_counts', 'scrublet_score_bh_pval', 'is_doublet', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr'\n", " var: 'gene_ids-0', 'feature_types', 'genome', 'gene_ids-1', 'gene_ids-2', 'gene_ids-3'" ] @@ -808,8 +786,8 @@ { "data": { "text/plain": [ - "False 16100\n", - "True 870\n", + "False 15715\n", + "True 837\n", "Name: has_bcr, dtype: int64" ] }, @@ -868,7 +846,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAs8AAAEGCAYAAACafXhWAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOy9e3hU5dW4fT8gkSZCtST6+okoljZREBMgCqYcrCPYaGNbTyCtGE99fcXa8jVoazGTWq0GP34eor6lP02xWmilpaYSS0wlCEgtYLQiBqWISKUlQ0FlIhJgfX/M7O3MZCaz55SZSdZ9XfuamX14njVDWHvt9ayDEREURVEURVEURYlOv3QLoCiKoiiKoijZghrPiqIoiqIoiuIQNZ4VRVEURVEUxSFqPCuKoiiKoiiKQ9R4VhRFURRFURSHHJVuAWIhPz9fTj311HSLoShKH2fjxo0eESlItxy9EdXziqJkCpF0fVYZz6eeeiobNmxItxiKovRxjDHvpVuG3orqeUVRMoVIul7DNhRFURRFURTFIWo8K4qiKIqiKIpD1HhWFEVRFEVRFIdkVcyzosRDZ2cnO3fu5MCBA+kWRckyBg4cyNChQxkwYEC6RVEURVEyBDWelV7Pzp07GTRoEKeeeirGmHSLo2QJIsKePXvYuXMnw4cPT7c4iqIoSoagYRtKr+fAgQMMGTJEDWclJowxDBkyRFcskoAx5lhjzFJjTJsx5i1jzIR0y6QoihIv6nlW+gRqOCvxoH83SeNB4M8icpkxJgfITbdAiqIo8aKeZ4d4PB7mz5+Px+NJtyiKoihZgzHm88Ak4HEAETkoIvvSK5WiKEr8qPHskPr6eubOnUt9fb0a0kpMbN++nVGjRoU9duedd9Lc3Nzt9W63m/vvvz/ssWOOOSZh+WLh3HPP7fZ4d991ypQp2vyibzIcaAfqjTGtxpj/a4zJCzzBGHOjMWaDMWZDe3t7eqRUlF5MR0cHa9eupaOjI92i9Ao0bMMhlZWV9qtlSANUVVWlUywly/npT3+abhEccejQIY466ihefvnldIuiZB9HAWOAW0TkFWPMg8DtwDzrBBFZCCwEGDdunKRFSkXpxbS2ttqOmrKysjRLk/2o59kh+fn5VFVVkZ+fT2VlJbW1tbZBrSjROHz4MDfccAMjR45k6tSpfPLJJwBcc801LF26FIDGxkaKiooYO3Ys3/ve97j44ovt6zdv3syUKVM47bTTeOihh7qMf/XVV/PHP/7R/jxz5kyeffbZoHOmT5/O8uXL7c/W3Nu3b2fixImMGTOGMWPG2AZyS0sLEydOpKKigjPOOAP4zNO9f/9+zj//fMaMGcOZZ54ZNNehQ4eYOXMmp59+OpdddllYT0dTUxMTJkxgzJgxXH755ezfv7/LOevXr2f06NEUFxdTVVVle7QPHz5MVVUVpaWljB49ml/84he2vFOmTOGyyy6jqKiImTNnIuKzwzZu3MjkyZMZO3Ys06ZNY9euXQA89NBDnHHGGYwePZrp06eH+ZdTksBOYKeIvOL/vBSfMa0oSg9RUlKCy+WipKQk3aL0DkQka7axY8eKosTK5s2b0zr/u+++K/3795fW1lYREbn88svl17/+tYiIzJo1S5555hn55JNPZOjQobJt2zYREZk+fbpcdNFFIiJSXV0tEyZMkAMHDkh7e7t84QtfkIMHD4qISF5enoiItLS0yCWXXCIiIvv27ZNTTz1VOjs7g+T4wx/+IFdffbWIiHz66acydOhQ6ejoEK/XK5988omIiLz99tti/T9buXKl5Obm2jIFztfZ2SkffvihiIi0t7fLF7/4RTly5Ii8++67AsiaNWtERKSyslLmz58vIiKTJ0+W9evXS3t7u0ycOFH2798vIiL33nuv1NTUdPndRo4cKS+//LKIiNx2220ycuRIERH5xS9+IXfddZeIiBw4cEDGjh0r27Ztk5UrV8rgwYPl/fffl8OHD8v48eNl9erVcvDgQZkwYYLs3r1bRESWLFkilZWVIiJy4oknyoEDB0REZO/evWH//cL9/QAbJAN0YrZswGqg0P/eDcyPdK7qeUVRMoVIur7PeJ41TlmJhWT/vQwfPpzi4mIAxo4dy/bt24OOt7W1cdppp9n1hGfMmBF0/KKLLuLoo48mPz+f448/nn//+99BxydPnsw777xDe3s7ixcv5tJLL+Woo4Kjsr72ta+xcuVKPv30U55//nkmTZrE5z73OTo7O7nhhhs488wzufzyy9m8ebN9zdlnnx22xrGI8OMf/5jRo0fjcrn45z//act08skn28uC3/72t1mzZk3QtX/961/ZvHkzZWVlFBcXs2jRIt57772gc/bt28fHH3/MhAm+imZXXXWVfaypqYknn3yS4uJizjnnHPbs2cM777xjyzt06FD69etHcXEx27dvZ8uWLWzatIkLLriA4uJifvazn7Fz504ARo8ezcyZM3nqqae6/F5KUrkFeNoY83egGLgnzfIoiqLETZ+5W2icshILyf57Ofroo+33/fv3t8M24r3+0KFDXc65+uqreeqpp1iyZAn19fVdjg8cOJApU6awYsUKfvvb39phCv/n//wfTjjhBF5//XWOHDnCwIED7Wvy8vK6jAPw9NNP097ezsaNGxkwYACnnnqqXQ85tLxb6GcR4YILLmDx4sUOv30wIsLDDz/MtGnTgva3tLSE/Z1EhJEjR7Ju3bouYy1fvpyXXnqJP/3pT9x999288cYbakSnABF5DRiXbjkURVGSQco9z8aYJ4wxu40xmwL2zfcXy/+7MWaZMebYVMuhccpKLPT030thYSHbtm2zPdK//e1vYx7jmmuu4YEHHgCwY5RDufLKK6mvr2f16tVceOGFAHz44YeceOKJ9OvXj1//+tccPnw46lwffvghxx9/PAMGDGDlypVBnuMdO3bYhupvfvMbvvKVrwRdO378eNauXcvWrVsB8Hq9vP3220HnHHvssQwaNIhXXvGFyS5ZssQ+Nm3aNB577DE6OzsBePvtt/F6vRFlLSwspL293Zaps7OTN998kyNHjvD+++9z3nnncd999/Hhhx+Gjb1WFEVRlEB6ImzjV8CFIfteAEaJyGjgbeBHqRYiMOFPUaLR038vn/vc53j00Ue58MILGTt2LIMGDeLzn/98TGOccMIJnH766d0a/FOnTmXVqlW4XC5ycnIA+J//+R8WLVrEWWedRVtbW0RvcyAzZ85kw4YNnHnmmTz55JMUFRXZxwoLC3nkkUc4/fTT2bt3LzfddFPQtQUFBfzqV79ixowZjB49mgkTJtDW1tZljscff5wbbriB4uJivF6v/Xtcf/31nHHGGYwZM4ZRo0bx3e9+N6wn3iInJ4elS5dy2223cdZZZ1FcXMzLL7/M4cOH+fa3v82ZZ55JSUkJ3/ve9zj22JQ/x2clxpgJxphH/A6PdmPMDmNMozHmZn8dZ0VRlD6D8cVDp3gSY04FnhORLgVgjTHfBC4TkZnRxhk3bpxonVglVt566y1OP/30dIsRlf3793PMMccgItx888186Utf4gc/+IHj6zs6OjjzzDN59dVXYza8MxHr9wC499572bVrFw8++GCPyxHu78cYs1FE+kQYgjHmeeAD4FlgA7AbGAh8GTgP+DqwQEQakjGf6nlFUTKFSLo+ExIGrwWej3RQi+crfYVf/vKXFBcXM3LkSD788EO++93vOr62ubmZ008/nVtuuaVXGM7gi0cuLi5m1KhRrF69mp/85CfpFqmv8h0RuU5EGkTkAxE5JCL7ReRVEfn/RGQKoAXAFUXpM6TV82yMuQNfEsm3xIEgmeKR8Hg81NfXU1lZqWEgWUC2eJ6VzKSve557mkzR84qiKBnneTbGXANcDMx0Yjgnm0RKkQW26lYURenNGGM+NsZ8FGlLt3yKoig9TVpqMhljLgTmApNFJC2N1hMpRRbYqltRFKU3IyKDAIwxdwG7gF8DBpgJnJhG0RRFUdJCyo1nY8xiYAqQb4zZCVTjq65xNPCCvwbsX0Xkv1MtSyCJGMBWJQZFUZQ+RIWInBXw+TFjzOvAnekSSFEUJR2k3HgWkRlhdj+e6nmjoQawoihKTHiNMTOBJYAAM4DIBbYVRVF6KZlQbUNR+iT79u3j0UcftT+3tLRw8cUXp1EiRemWq4ArgH/7t8v9+xRFUfoUajwrSpoINZ4TpbtGIYqSKCKyXUQuEZF8ESkQkW+IyPZ0y6UoitLTRDWejTHjjDE/8LfU/qkx5gpjzHE9IZyi9BYWLFjAqFGjGDVqlN1C+/bbb+cf//gHxcXFdgjR/v37ueyyyygqKmLmzJlYhWg2btzI5MmTGTt2LNOmTWPXrl0ATJkyhe9///uMGzeuSwOR9vZ2LrjgAkaOHMn111/PKaecYleXeeqppzj77LMpLi7mu9/9rt2S+5hjjuGOO+7grLPOYvz48fz73/+2x7r00kspLS2ltLSUtWvXArBq1SqKi4spLi6mpKSEjz/+OMW/pJIujDFfNsb8xRizyf95tDFGi28ritL3EJGwG1AJvAr8HvgxcD0wG3gI2AgsAoZFuj4V29ixY0VRYmXz5s1pnX/Dhg0yatQo2b9/v3z88cdyxhlnyKuvvirvvvuujBw50j5v5cqVMnjwYHn//ffl8OHDMn78eFm9erUcPHhQJkyYILt37xYRkSVLlkhlZaWIiEyePFluuummsPPefPPNcs8994iIyPPPPy+AtLe3y+bNm+Xiiy+WgwcPiojITTfdJIsWLRIREUAaGhpERKSqqkruuusuERGZMWOGrF69WkRE3nvvPSkqKhIRkYsvvljWrFkjIiIff/yxdHZ2Ju+HyxDC/f0AG6QHdV8mbMAq4GygNWDfpmTPo3peUZRMIZKu7y5hMBcoE5FPwh00xhQDXwJ2JGi/K0rG0dHRQWtrKyUlJeTm5iY01po1a/jmN79JXl4eAN/61rdYvXo1FRUVXc49++yzGTp0KADFxcVs376dY489lk2bNnHBBRcAcPjwYU488bMKYVdeeWXEeZctWwbAhRdeyHHH+RaM/vKXv7Bx40ZKS0sB+OSTTzj++OMByMnJseOux44dywsvvAD4Ohhu3rzZHvujjz5i//79lJWVMWfOHGbOnMm3vvUtW3alV5IrIn/zV0iyyKhYIW1gpShKTxDReBaRR7q7UEReS744ipIZtLa20tzcDEBZWVmPzXv00Ufb7/v378+hQ4cQEUaOHMm6devCXmMZ5U4REWbNmsXPf/7zLscGDBiAZRxZ8wMcOXKEv/71rwwcODDo/Ntvv52LLrqIxsZGysrKWLFiBUVFRTHJo2QNHmPMF/FV2sAYcxm+us8ZQyL1+xVFUZwSMebZGPNQd1tPCpkMwnUU7K7LYCIdCJXsp6SkBJfLRUlJScJjTZw4kT/+8Y90dHTg9XpZtmwZEydOZNCgQY5ihAsLC2lvb7eN587OTt58882o15WVlfG73/0OgKamJvbu3QvA+eefz9KlS9m9ezcA//nPf3jvvfe6HWvq1Kk8/PDD9ufXXvM9O//jH//gzDPP5LbbbqO0tJS2traocilZy83AL4AiY8w/ge8DN6VXpGAqKyupra3VBlaKoqSU7hIGN/q3gcAY4B3/VgzkpF605BKupXa4fZbRXFdXF3cLbjW8s5/c3FzKysoSDtkAGDNmDNdccw1nn30255xzDtdffz0lJSUMGTKEsrIyRo0a1a2XLCcnh6VLl3Lbbbdx1llnUVxczMsvvxx13urqapqamhg1ahTPPPMM//Vf/8WgQYM444wz+NnPfsbUqVMZPXo0F1xwgZ2AGImHHnqIDRs2MHr0aM444wz+93//F4AHHniAUaNGMXr0aAYMGMDXvva12H4cJWsQkW0i4gIKgCIR+YpkWLUNq36/hmwoipJSwgVCB27AX4GjAj4PwNcRsMcTVhJJJGlvb5fa2lppb2/vdl9tba0AUl1d3eWYU6wxamtr45ZXSR7pThhMFwcOHLAT+F5++WU566yz0ixRdqIJg7buPwzcC5iAfa8mex5NGFQUJVOIpOuddBg8DhgM/Mf/+Rj/vqzBSiKpqKgISiYJ12UwsG13vN6LRFp/K0qy2LFjB1dccQVHjhwhJyeHX/7yl+kWSclu3sS3WtlkjLlSRP4DmCjXKIqi9DqcGM/3Aq3GmJX4FOUkwJ1KoZJJR0cHdXV1zJ8/n6amJjsJLNIyeTLadmvrbyUT+NKXvkRra2u6xVB6D4dEZK4x5kpgtTHmavzJg4qiKH2JqE1SRKQeOAdYBvwBmCAii1ItWLJobW3FGGM3caiursbr9XYbj6wxy70P3+qLosSG/t0EYQBE5LfAlUA9cFpaJXJArPpc9b+iKNFw0mHQAC7gLBF5FsgxxpydcsmSRElJCRMmTOCSSy6xSxjV1NRQV1cX8ZpwiYRK9jJw4ED27NmjhpASEyLCnj17upTn68Ncb70RkU3AROB76RPHGbHq88Dz1ZBWFCUcTsI2HgWOAF8Ffgp8jK/rYGkK5Uoaubm5jBkzhtdffz3s8XBF9TVmuXcxdOhQdu7cSXt7e7pFUbKMgQMH9vnGL8aYr4rIi8ApxphTQg7vT4dMsRCrPg88X+tGK4oSDifG8zkiMsYY0wogInuNMVlVqi5QAc6ePZu8vDxbQYZTjhqz3LsYMGAAw4cPT7cYipKtTAZeBL4e5pjgC+fLWGLV54HnqyNFUZRwODGeO40x/fmsq1QBPk901hBaQSNQkVZUVNDS0hK2VbKiKEpfR0Sq/a99zoJUR4qiKOFwYjw/hC9Z8HhjzN3AZcBPUipVD9LQ0EBjYyNTpkxRJakoihKCMWZOd8dFZIGDMbbjC/k7jK9qx7jkSKcoitLzRDWeReRpY8xG4Hx82dbfEJG3Ui5ZEgkNzQiMc9ZlOUVRlG4ZlKRxzhORXpV5Fy5nRlGU3k9U49kY8zjwsIg8ErDPLSJuJxMYY54ALgZ2i8go/74vAL8FTgW2A1eIyN5YhXdKoIHs8XiYNWsWjY2NgM+YVo+zoihKeESkJt0yZCqaUKgE0tHRQWtrKyUlJeTm5qZbHCWFRC1VB0wDFvkL4lvEEiD8K+DCkH23A38RkS8Bf/F/ThmBcWuW4VxeXm4b1VqOSFEUpXuMMQONMTcbYx41xjxhbQ4vF3ydCTcaY24MM/aNxpgNxpgN2VQVp7KyktraWl25VABfX4nm5mZtTtUHcGI878bXVfByY8wjxpijiKElq4i8xGetvS0uAaxGK4uAbzgdLxHq6+ttw3nRokX2MpvWdVYURYnKr4H/wudQWQUMxRfH7ISviMgY4GvAzcaYSYEHRWShiIwTkXEFBQUJCRnOGRKPg8TJNZZjRkM2FPD1lXC5XJSUlATt7+joYO3atXR0dKRJMiXZODGejYh8KCJfB9qBFuDzCc57gojs8r//F3BCxMmT6JGwvASBhrO1v6qqiqamJrZs2ZLQHIqiKL2UESIyD/D6u8xehK/7bFRE5J/+1934EtBT1mgrnDMk3L5oxrE6VZRYyc3NpaysrEvIhnqkex9Oqm00WG9ExO1PHvxBsgQQETHGRGz9JiILgYUA48aNi7tFnJXYUVFR0SXBIz8/nzfffJPm5mbmzJnD8uXL451GURSlt9Lpf91njBmFz/FxfLSLjDF5QD8R+dj/fiq+hlspIVwSeLh90eKVNZlcSRaWJzrUI61kL06qbVSHfP4T8KcE5/23MeZEEdlljDkRX2hIyvB4PMyYMYPm5maamppobm6mpaUlyAO9YMGCoFdFURQliIXGmOOAeficKscAdzq47gRgmTEGfPec34jIn5MtXKCDJJRw9ZqjGcda4zm99KZKJpZHWuk9RDSejTFrROQrxpiP8TdIsQ7hcxgPTmDeBmAWcK//9dkExopKXV0dzc3NAHi9XiZNmkRjYyN1dXW43W4ACgsL1eOsKIoSARH5v/63q4DTYrhuG3BWSoTy09HRwcKFC7n77rt54oknaGtrA7qvgKHGcWajlUyUTCai8SwiX/G/JlTj0xizGJgC5BtjdgLV+Izm3xljrgPeA65IZI5YWLduHS6Xq6emUxRF6RUYY44FrsZXYtS+d4jI99Ilk0VrayudnZ1Mnz6dJ554ApfLhdfrxePxRPRa9ibPZm9Ew2aUTKY7z/MXurtQREIraEQ6b0aEQ+c7uT4ZzJ49G/B5J3Jzc7nwwgvJyclhxoxIoimKoighNAJ/Bd4AjqRZliCsWNJBgwbxr3/9i5EjR1JTU8P69evt8LxQY1k9m5mNrgwomUx31TY2Ahv8r6HbhtSLljzy8/OZPXu2nQH75z//mcbGRhoaGqJcqSiKovgZKCJzRKReRBZZW7qFgs9iSlesWEFjYyO5ubmUl5fT2NhoV8sIrZ6hNZoVRYmX7sI2hvekIKmmvr6emhpfo6zq6mpVmoqiKLHxa2PMDcBzwKfWTqerkD1B6FK/5WkOd0w9m4qixIuTUnX4M6y/BAy09vmbn2QNFRUVNDU1UVJSwuzZs+0YN417UxRFccRBYD5wB58lkQsxJA+mknC63IlxrPcARVFiJWqTFGPM9cBLwAqgxv/qTq1YyaehoYHm5mYKCgqCFKQWwlcURXHE/4uvUcqpIjLcv2WE4QxddXloE5RIul7vAYqixIoTz/OtQCnwVxE5zxhTBNyTWrGST6TMXc3oVRRFccRWIGP7C4fq8rq6OmpqavB6vbjdbr0HKEmho6OD1tZWSkpKunQSVPoOToznAyJywBiDMeZoEWkzxhSmXLIkEym+TePeFEVRHOEFXjPGrCQ45jntpeogfl2u9wAlFqxW24A2PunDRA3bAHb663v+EXjBGPMsvtrMWUFHRwdr166lo8PnMAldylMURVEc8UfgbuBlgqsvZRyWfq+urrZLlWp4hpIMSkpKcLlcWdFqO9T+UZJHVONZRL4pIvtExI2vLevjwDdSLViysJ4SH3jgATsxJJoCVQNbURTlM4wx/YGpgSXqMqlUXShWdaW8vDw7x6WyspLq6mra29txu92q35W4sMoiZkPIhmX/tLa2pluUXkcs1TZOBj72b6OAV1MoV9IoKSnhhRde4O677+bgwYO2F6K7+DYtnq8oivIZInLYGHOKMSZHRA6mW57u8Hg8tLe343K5qKiosPfn5+eTl5dnlyzNy8tT/a70aizveDZ4ybONqMazMeYu4BpgG591lRLgq6kTK3UExrd5PB7q6uoAgsrXaQKJoihKF7YBa40xDfjinwEQkQXpEykYj8fDjBkz7JjUxYsXk5eXZ5ehq6ysxOv1ia76XentWF5yJfk48TxfAXwx070NkWhtbcUYQ1VVFR0dHbjdbttQDmycEuiF0AQSRVGULvzDv/UDBqVZli54PB5mzZplG86nnHIKLS0trFq1CvCtIubn5+N2u9MopaIovQEnxvMm4Fhgd4plSQklJSV4vV4eeeQRux23ZSirF0JRFMUZIlIDYIw5xv95f3olCqa+vp7GxkZGjBjB1q1bee+993jvvfcoLy9X/a70GbSUXs/gxHj+OdBqjNlEcHmiisiXZA4dHR288sorrF27FpfLRVlZWVB7VvVCKIqiRMcYMwr4NfAF/2cPcLWIvJlWwfxYen3ixInMmzePwsJCcnNz1YBQ+hRaSq9ncGI8LwLuA97gs5jnrGHFihUcOXKEW2+9lZtuuknbryqKosTHQmCOiKwEMMZMAX4JnJtOoSysmGYrdGPq1KkAzJ07V5MDlT6DJgn2DE6M5w4ReSjlkqSIs88+m23btjF9+nQ1nBVFUeInzzKcAUSkxRiTl06BQqmrq6OxsRGXyxUUqlFRUcH8+fPtxEFF6a1okmDP4KRJympjzM+NMROMMWOsLeWSJYmnn36aO++8k6effjrdoiiKomQz24wx84wxp/q3n+CrwJFxlJWVkZ+fbyd/NzQ0aIMURemjpKJZjBPPs+X7Hx+wL+tK1XV0dHTrebAaqKhnQlEUJSzXAjXAH/yfV/v3ZQyzZ8+2S9MFouVHFaXvkoo48G6NZ2NMP+AxEfldUmbrOv4PgOvxGeNvAJUiciCZc1x33XXk5ORw8ODBbhufaGMURVGUyIjIXuB76ZajOyKVGdXyo5mHOqyUniIVceDdhm2IyBFgbtJmC8AYcxI+RTxOREYB/YHpyZ7nrbfeorOzk3/84x92ebpwVFZWUltbq54JRVGUMBhjvmyMWWiMaTLGvGht6ZYrHB6Ph/nz52sL7gzGclhpKM1npCK8QElNS3UnYRvNxpgfAr8luKvUf5I0/+eMMZ1ALvBBEsYM4rXXXqOpqYnXXnuNc889N+yTrj4BK4qiROUZ4H+B/wscTrMsQXR0dLBmzRpee+01rr32Wkcriar304uG0nRFy8xlD06M5yv9rzcH7BPgtEQmFpF/GmPuB3YAnwBNItKUyJjhmDFjBh9++CGDBw/mzDPPDKtQNWRDURQlKodE5LF0CxGO1tZW1q1bR1NTE6tWrWLBAl/H8O4MM9X76UVDabqiZeayh6jGs4gMT8XExpjjgEuA4cA+4BljzLdF5KmQ824EbgQYNmxYzPNs3LiRnJwcxowZw9e//nXefPNNKiqC+7voE7CiKEpU/mSM+R9gGcENs5KxCpkQhYWFvP3225xwwgksW7aM0tJS8vI+q6K3ZcsW5syZw4IFCygsLARU7yuZh5aZyx6iGs/GmAHATcAk/64W4Bci0png3C7gXRFp98/zB3zF9oOMZxFZiK84P+PGjZNYJ3n88ccZPHgwK1as4LXXXqOxsZEpU6YEPfHqE7CiKEpUZvlfA5VlwquQyWDLli3s2LGDq6++mk8//ZSOjg5qamoAn1d5zpw5NDY2ArB8+XJA9b6iKPHjJGzjMWAA8Kj/83f8+65PcO4dwHhjTC6+sI3zgQ0JjtmF0aNHk5OTg4gwdOhQSktL1dOgKIoSI4muQhpj+uPT8f8UkYuTI5UPy/P85JNP0tjYSGlpaVACuBXGYb0qiqIkghPjuVREzgr4/KIx5vVEJxaRV4wxS4FXgUNAK34PczK55pprWLJkCV/+8pepqamhtrZWk0MURVF6nluBt4DByR5406ZN7Nixg71791JeXs7s2VASz2UAACAASURBVLOD9HxhYaHtcVYURUkUJx0GDxtjvmh9MMacRpIyrUWkWkSKRGSUiHxHRD6NflVs7N69myNHjnDuuedqKTpFUZQ0YIwZClyEr1JH0hHxRfS5XC4WLVqkDhJFUVKKE89zFbDSGLMNMMApQNZYoMOGDWPAgAGcfvrpTJ06Nd3iKIqi9EUewNczYFAqBj/nnHP48MMPqa+v57LLLlPjWVGUlBLV8ywifwG+hK+hyS1AoYisTLVgyWLJkiXccccdLFmyxPE1WmBfURQlGGPMX5zsC3POxcBuEdnYzTk3GmM2GGM2tLe3xyxbbm4uv/zlL2loaGD27NkR9bfqdkVRkoGTsA2AscAooBi40hhzdepESi4VFRWUl5fb5em2bNnCRRddxJYtWyJe46TzkSphRVH6AsaYgcaYLwD5xpjjjDFf8G+nAic5GKIMqDDGbAeWAF81xnSpqiQi40RkXEFBQcwydnR0cMMNN1BRUUFJSUlE/a1d7ZRkoJ0AFSel6n4NfBF4jc9inQV4MoVyJY2Ghoag8nThShaF4qT+pxbYVxSlj/Bd4PvA/4MvwdviI6Au2sUi8iPgRwDGmCnAD0Xk28kUsLW1lddff51+/frx1a9+lYKCgrD6W2s7K8lAOwEqTmKexwFniJWRkWVMnz6dzs5Opk+fDjgrWWTV/7S8y+Hat6oSVhSlLyAiDwIPGmNuEZGH0y1POEpKSrj//vtpamqira2N1atXd2m9re24s4Ns+HfSToCKk7CNTcB/pVqQVLFjxw46Ozt56623mD9/PkOGDGH58uV2l6nusLzLs2bN6hKeYRnYmfqfW1EUJcn8whjzPWPMUv82299EyzEi0pLsGs8WV1xxBSNGjKC+vj5seIaGbGQH2fDvZHUCzM3NTbcoSppw4nnOBzYbY/5GcEvWisiXZA7Wk+HatWu57bbbAOdhFpWVlbS0tNDY2Gg/CdfV+VYpQ+uIKoqi9HIeJTUNsxKmtbWVt99+m9NOO419+/bh9Xqprq4OWhnU1cLsQP+dlGzAifHsTrUQqcR6QiwsLMQYE9N/yPz8fBYtWmQbzvX19XbL17y8PI11VhSlL5GShlnJoLCwkF/96lesXr2aVatWsXfvXqqrq4McHNqOOzvQfyclG4hoPBtjjPhYFe2c1IiWXOL9Dxl4XWVlJV6v136vKIrShzhsjPmiiPwDktswK1G2bNnC0KFDKSwspLOzk/Xr16dbJCUDyIb4aSU76c7zvNIY83vgWRHZYe00xuQAXwFmASuBX6VUwgTxeDz86U9/Yvfu3Vx33XUJ/QfKz8/H7XYnTzhFUZTsIWMbZhUWFvL2229TUVHBN77xDRoaGtTBoWhVLCVldJcweCE+r8JiY8wHxpjNxph3gXeAGcADIvKrHpAxIVasWMGOHTv4+9//ntEJCIqiKJlMJjfM2rJlCzt27OArX/kKhYWFGZ3M3Zt6BGT6d6msrKS2tlYfpJSkE9F4FpEDIvKoiJTh8zCcD5SIyCkicoOItPaYlAkwbdo0TjzxRD755BO7UUosZLpyUBRF6UEysmFWSUkJEyZMYO3atRmvq7OhmoRTMv27pKsqljZR6f046jAoIp0isktE9qVaoFTw7LPPsmzZMhoaGux94YzicPsyXTkoiqL0BP6GWffjC9sr9W/j0iqUn9zcXF5++WVuu+02uyJSpjo+stEbGum3zMbv0hNYTVRaW7PCx6jEgZNqG1nNE088wb59+6ioqKCiosJuemIZxS0tLSxatIj8/Pyw8VFaNkdRFAXIsoZZdXV11NTU4PV6MypXJRurSUSKHc7G79ITaBOV3k+vN55HjhzJJ598wrhx42hoaLAVQGgN56qqqi6GcjyZuvFm92pWsKIoGY7VMGtXugUJpaOjg3PPPZf77ruPa6+9Nt3i9DrUiRQbVolcpfcS1Xg2xuQBn4jIEWPMl4Ei4HkR6Uy5dElgwIAB9mugAgit4Qxdn6LjydSNN7tXs4IVRclwMrZhVmtrK+vWrWPChAm2Tp89ezZ5eXlq8EXBieNGPcyKEowTz/NLwERjzHFAE7AeuBKYmUrBkkWg8Zyfn2+HbFiKojuFEM/TdrxP6PpkryhKhuNOtwCRiNRJVg2+6KjjRlFix4nxbESkwxhzHfCoiNQaY15LtWDJ4pxzziEnJ8dWrrEoikjGdXdP6sloxqIoipIpZEPDrHg6yWqonA913ChK7DiptmGMMRPweZqX+/f1T8bkxphjjTFLjTFtxpi3/POklGRkB2sFDkVR+hArjTG3GGOGBe40xuQYY75qjFmEr2lW2omlNJkTPZ6pFTuSSehv1he+s5I8+mpZPifG8/eBHwHLRORNf0vWZBXGfxD4s4gUAWcBbyVpXBurZMwDDzyAx+NJuO6jx+PB6/VSXV0dZICrwlEUpZeS8Q2zPB4PTz/9NO+8845jPezEkdIXHSXp/s56L80u+mpZvqhhG/6lulXGmFz/5234OkwlhDHm88Ak4Br/uAeBg4mOG0phYSEvvvgiCxYsYMCAAQmHRtTX11NTU0NtbW2QAZ6pZZEURVESQUQOAI8CjxpjBuBLHPwkk+r+r1ixgq1bt7Jt2zbuvPNOILawPI/HY9eHnj17tq3buwtp6K1hH+kO49AY7Oyir5blc1JtYwLwOHAMMMwYcxbwXRH5nwTnHg60A/X+MTcCt4qIN2T+G4EbAYYNG9ZlkGhs2bKFI0eOMGfOnJiVQahyjOR1VhRF6Qv4qyxlXKm6adOm4fV6+dOf/hRUdtQpllMEIC8vj4qKCubMmcOCBQsiGnC91chLd/5Nuo13JTb6alk+JwmDDwDTgAYAEXndGDMpSXOPAW4RkVeMMQ8CtwPzAk8SkYXAQoBx48bFnJAS+FSUm5sbdKw7z4HH42HWrFk0NjYCPuUYyesMaFkkRVGUNJGfn8+zzz5LY2MjR44cAWD+/PlUVFSwePFi4DOPcji9X1lZidfrtd8H6v7ly5eHmVGNvFSRbuNd6V10dHTQ2toa1gZMBEdNUkTkfWNM4K7DSZh7J7BTRF7xf16Kz3hOKtZTkcfj4ZFHHrEVXX19PV6v1w61sAxfS5nW19fT2NhIeXl5FyUZTlnqf3hFUZT04PF4uOSSSzj66KP5+c9/HtRB1jKC8/LybCdIqMc4Pz8/KNxuwYIFQa/hUJ2vKJmPFZMNJNVD7sR4ft8Ycy4g/ni3W0lCYp+I/MsY874xplBEtgDnA5sTHTcSgQoTYO7cuVRVVVFeXk5HR4e9ZFdVVRUUnjF79mwAu623KktFUfoimdwwa8WKFezatYtLL72UwsJC28FRUVFBaWkp0NX50Z3HuLCwMKLHWVGU7CFVMdlOjOf/xlcV4yTgn/gapdycpPlvAZ42xuQA24Ckr395PB5WrFjBN77xDSBYYXq9XhobGyktLQ3KuraS/6qrq8nPz2f+/Pm9MrZNURQlBjK2YdakSZPYu3cvkyb5IgoDG2IFJgBax0L1eCzJf701UVBReiOpisl2Um3DQ4qUo4i8BoxLxdgWzz77LDt37uTAgQNBCtPyMIeGa4RDY9sURVEyt2HWjh072LNnDzt27ODkk08GYkvoS9W5kVADXFGyGyfVNgqAG4BTA88XkWtTJ1by2LVrV9BrIJYHwqoraSmy0OS/cG29FUVR+hiBDbOu8+9LSsOsRCksLGT79u0UFhba+2JxeqTq3EhkamlTNeqVniRVyXw9gZMmKc8Cnwea8XUYtLas4JJLLsEYw3nnndel8LplNNfV1QUVhQ/XSCWRwvGhRd+1CLyiKFlIKhtmJcSWLVvYunUrCxcutPVqog2xIpGqcXuSSPcg6z5XV1en9ygl5XTXYCXTOxc6iXnOFZHbUi5JimhtbUVEePHFF7sUz7cUhZU4WFFREXGcRLwNoct8vbU+qKIovZdUNcxKBok2w+ppnZzu0qaRvq8lj9fr1XuUkjQieZi7S+ZLVZWMZOHEeH7OGFMuIo0plyYFnHjiibz77ruMHj26SyvWQEXR2NjIlClTIiqKRMoSRcry7ktdqxRFyW5S2DArYRJphgWRdXKq9HEs9xMnMsQqZ6TvGxjKqH0LlGQRyRDuLpkv4zsXiki3G/AxcAQ4AHzk//xRtOtSsY0dO1Zipb29XZ566il5++23pba2Vtrb28OeE+lYT1NdXS2AVFdXp1sURVEiAGyQNOjAdG7AK8DJQGvAvk3JnicePe/1emXNmjWyY8eOsLo8Xh1fW1srgNTW1sYsU7JwIkMmyKkokbD+f3q93nSLEjORdH3UmGcRGSQi/URkoIgM9n8enHQrPkVYsXDPPPNMxJjlwBi2LVu2cNFFF7Fly5Y0SKsoipK5iMj7IbuiNswyxgw0xvzNGPO6MeZNY0xNsuWyPFhLliwJ0vMejwe3282MGTOYO3cus2bNchzHG1jv3/LAxpqvkoz8lsrKyi6rpvGcoyjpwvr/mW1Jgd0SzqIO3AADfBuY5/98MnB2tOtSsaXK8xxIeXm5AFJeXh7zXN3J4NTrkUlecEVRwkPf9DwvBc4FXgUGAD8Elji4zgDH+N8PwOfBHh/p/GR6ni2PLCBFRUVB3tloujacN7c7D2+48dQjrCjZTSRd7yTm+VF8YRtfBe4C9gOPAKUJWe09xKZNm9i6dSvHHXccXq+Xurq6LkXzA+PForVljTW2zOPxMGvWLLtFbLQ4N235qihKhhJXwyz/DWi//+MA/ybJFGzNmjWsW7eO/v3789///d+2bq6srMTr9QIwY8YMGhoabO+slTTX1NREWVlZ0H0hnNfZGi/wNZBwSXjaI0BReinhLGoJ9hq86n8NjHN7Pdp1qdji8UgsW7ZM3G63/PjHP7Y9EKFegHDegUheiVg9Cdb55eXl0t7erp5lRekF0Ac9z4ls+OpBv4bPiL4vzPEbgQ3AhmHDhsX87/Hkk0+K2+2W73znOxF1c6jubW9vt1caQ3V6PB7jdOl2vacoSuqIpOudeJ47jTH9/QrGappyJBmGe0+wadMmAP79738D4HK5ungBwnkHopXy6c6TEOidDjxfW30ripKtJNIwS0QOA8XGmGOBZcaYUSKyKeD4QmAhwLhx42L2So8fP54PPviA0047Da/Xi8fj6bK6GLoCmJ+fz6JFi6irqwN8OtrS3VbZ0lg8xulaNdTSp0pvIxuapzgxnh8ClgHHG2PuBi4DfpJSqZLI6aefzqZNmzjvvPMYOnRo0LFAIzdU6UQr5dMdocosVuNbURQlA3kWWI2vYVbURMFwiMg+Y8xK4EJgU7TznbJu3ToOHDhA//79ufPOO8nLywvSu/X19TQ2NlJUVGQbxpb+DwzXSMS5ka4yo6m8p2jpVCUdZHqNZ3DQYVBEngbmAj8HdgHfEJFnUi1YsrDi3Q4fPkxeXh41NTV2JnZo18DAzOhEukh1l/ncG7pTKYrSJ8kVkdtE5Hci8ntri3aRMabA73HGGPM54AKgLZmCnXjiiQBh6/mDTyeXl5fT1tZGQ0MDEL5rbGVlJdXV1bb3OhasTrWWJ7unSGW1qEQ66ypKvJSUlOByuTK3xjMOPM/GmC8Au4HFAfsGiEhnKgVLFhMmTOC9995jwoQJHHfccQBUVFQwf/78Lktz3S1/xfIErkl/iqL0QuJtmHUisMgf/tcP+J2IPJdMwUpKSti9ezdlZWWUlZV10dVWiIa1H8J7bPPz88nLy2Pu3LldvNexEOl+kWpP7pw5c+zQlOXLlyc8nq6UKumgu+YpGUO4QGgJTuTYjm+JzgPs8b//J75yRWOjXZ/MLZ6EwXvvvVeuuuoquffee+19kZJBuku8iLfkkCZzKErvgz6YMEgPNcyKR8+vWbNG3G63rFmzxpGubm9vl+rqaqmuro67oUq4BETrcyQZUl26rq2tTcrLy6WtrS3uMbr7XorS14ik650ozF8C0wI+TwV+AYwHXol2fTK3eJTqE088IW63W5544gl7XzzKIJs7VCmKklz6ovHcU1si9fydVjQKrP8cr26OteZzd/vjJRWGbWiXW72HKX2ZSLreScLgeBG5IcBT3WSMuV9EvmuMOToOZ3eP8vWvf50VK1Ywbdo0e1+4sAqPx0NdXR0dHR3k5uZ2qQUdTyhGpFqhiqIo2YYxxgAzgeEicpcx5mTgRBH5W5pF49VXX2Xr1q0UFBRwyimn0NLSQkVFRcSQicD6z/Hq5u5CGiLdL5IV0md9F6/XS02Nr2GjNW6yQkM6OjrChjc6lU2TDBWLbKieETPhLOrADV8h/NuAU/zbXOAFfHU7X412fTK3eDwSTrGetknQGxFILE/sqfCG63KboqQG+qDnGXgMX4Ost/yfjwPWJ3ueePT8okWLxO12S3V1tYwYMSJsl9je4kENrE9dXV2d9K6G1n3DuifGOk5v+Z2V5OD1euWpp56yw6qyjUi63onn+SqgGvij37Bc69/XH7giMdM99bz//vs8++yzXHLJJZx88slBdTytblOBT8eTJ09mypQpSfEUh3omunsij6dWZ7RrEqn/qd4DRVFCOEdExhhjWgFEZK8xJifdQoEvMfzdd99l48aNfPDBBxQUFDBv3jz7eKpXAZOtL6PdKxobGykvL++yQgqJJ/lZ3nGPx0NeXl7M42RqkqHe09JDa2srW7duZcSIERldPSNmwlnUPbnhM8JbgeeinRuPR+Lhhx8Wt9stDz/8cNATu/VqPR33hJc2nhi57kil51m9B4oSGfqm5/kVAlYcgQICOs8ma4tHz1ueLbfbLbNmzYraMTBQN4bTk7HqztA44URJ9r1C0XuaU7xer6xZs0a8Xm+Pj5fsuZNBJF3vxPOcam4F3gIGp2Lw8ePH8/zzzzN+/PigJ/YFCxYwZcoUu2ydFQeXyifTeGLkuiPaNYnE12Wq90BRlLSRsQ2zpk2bxoEDB9i1axdz5sxh5MiR3XYMDFyVA7qs0KW7a1+m699s9OJm+m+aLkLjkdPZoCQbmqNYpNV4NsYMBS4C7gbmpGKONWvWcOTIEdasWUNFRQUtLS3MmzfPDtkIp0S9Xq+9XBWvYginXHq6/nMiCk5rVSuKEoiIPG2M2QicDxh8DbPeSrNYNh988AEPPvggRx99tK27InUMDGdIhXvv1NCaPXt2XCEOkehO/ybbsI/nPpHuhwsnhH4vvaeFJ9RgtUIrkhViEYtBnOy5U0lE49kYc5+I3GaMuVxS11HwAXwJiIO6keNG4EaAYcOGxTzBRx99BGDHwlkF5K3XcErS6/UmrBgyQblkggyKovQOMrlh1ooVKzhy5Ai33nqrIyM41JAK1Y+xGlqB54czRpPpqU22BzWe+0Q2eHH1/ueMVBussYyfFc1RLMLFcvjCPHgDn3chJRU1gIuBR/3vp5CCmGev1yuPPfaYuN1u+drXviaTJ0+W8vJyef7556W8vFzWrVsntbW10tbWFrYofKT94WLNeqqwfCzjRvoeiqIkBn0z5nk7PdAwK9E6z07OraqqEpfLFbaZSKK6O1xsbSbH2/bWGOpoce1KeAIbDjnB6/XKiy++KCtXrsyoWOVkEUnXd6co5wP7gEMEdJMiSV2lgJ8DO/0K+V9AB/BUd9fEqlStPwK32y0/+MEPpKqqSgBxuVxBr0VFRV0UW2ByobW/OwXYU8oxnnmSncyiZCeZmIyRrfRR47lHGmalsiRpoF4nTDk7kcRLjCaSgNgbjLx4v0MqvnusZfdUR0b/DUKPB9pZ2ViKLhqRdH3EsA0RqQKqjDHPisglzn3ZzhCRHwE/AjDGTAF+KCLfTuYchYWFbNiwgX379jFkyBAuu+wyCgoKaG9vp7m5mZKSEnJycuwkwsAlqLq6OhobG5k8eTJerxePx9PtUlVPLWNlw3KZkplkUzKGkpFkbMOsSCVJAxMErRyXxsZGJk2aRE5ODgsWLOgyVjQdGzh2uNCARGJrezLUIFVJf/F+h1R8d2vM6upqamtro943VUd2DZ0ITCgE+P3vf8+2bdvs3LDCwkIOHjyIMSYloR+Z2mAlasKgiFxijDkBKPXvekVE2lMrVnLYsmUL+/btA+Cxxx6js9MXmtfR0YHL5eK6665jyJAh1NXVRRxjwIAB1NTURE0GibcDYazKK555kp3MomQn2ZSMoWQku4wxtwFL/J+vBP5tjOkPHEmfWLBs2TL27t3LsmXLuOqqq5g1a5ad1wK+RPCWlhbbWO5O50bTsYFGnlNnRneGYWjnQyfjJYNUGerxfgcrod+qjJJsWZzcY0tKSjh48CCdnZ12t+G+TuADBcC2bdsA+Ne//sW7774LwHnnndcj82fUA004d3TgBlwOvAcsAp4E3gUui3ZdKrZ4Yp7vv/9+u/NUaBfB8vJyaWtr6xKeIRI+XthazisvL0/K0lKqQj0SWf7qDcuGipJq6JthG/nAw/jq8r/qf18A5AAjkjVPPGEbS5cuFbfbLUuXLu2ip0ND8BLVccmuye/kPpDKkIZM6VCbKXHhscb89jZCwzICP3u9Xlm5cqW8+OKL0t7e3iMhLukOpYmk650ozNeB4wM+FwCvR7suFVs8StWKxXG73dLW1iYul0uuvfbaoBaugYa0ZWSHSzIIFwfthEhKKJ7kv2iKLtLDgFOSpcDUCFd6M33ReO6pLR49/8QTT4jb7ZaampogPW45P8I5QdJtpFk40ZXpkDnR2O9YScc9I9yc6TbW0k3ow0Nf/z0SMZ7fCPncL3RfT23xKNXa2lpxu91SW1sb5JGwXpcsWSIFBQXy/PPP28cthRFOeYQzqLvL3LZkSFTxRRsj3HdLp+c5025QSs/Tm5WuGs+ZpeeXLFkibrdbLr30Upk8eXKXZPBAfZiND/aZYlhGIlv1fbbKnUoiJQRG88T3Vn2fiPE8H1gBXOPfngfui3ZdKrZ4lOo999wjP/zhD+Wee+6xPc8333yz7V22lGtBQYGsW7dOXC6XVFVVOS5vExgK4nK5wp4TS4m7SMdi8Txnwo0hG29QSnLpzcufajxnlp6/9957xe122xWVAHt1MXCVMZbyo8kmVRU30hHS0RMy9ATZJLcT4zQVBqzTMXurvo/bePZdy7eABf7tm06uScUWq1Jtb2+Xe+65R9xutzz22GNdPMsiIuvWrZOCgoIgr20sT6GByrqqqiom+USSW/4umxSB0vvprZ4IkcgKtTdulrMEuLwn5ovHeH7mmWfE7XbLj3/8Y5k8ebJUVVXZurmqqipoRS5Qp1o6trq6Oik1gZ3ENoeuCoZeE6veT4X3NBlj6v0ouTgxTqOd41Qnx6O7e6u+j6TrHbXnFpE/AH9wcm4msWLFCg4ePAjAG2+8QV5enp1VbJWfGzFiBNdccw2tra3MmzePKVOmxJXpPGnSpKA2305JZvk77aikZBJZ1S1K6Y5yY8zt+EqLpqrbbEIMHjwY8P3NrVq1igEDBlBYWBhUVam+vp6KioogHW9VeOjo6KCmpsYeL1492p0OrqyspKWlhcbGRurr6+3jodfEqvednh9LdadkVP1I1v0oU0uV9TRWlaTCwkLWrl0b9veIVlEptHJFpN82ngoXfU3fOzKes5Vp06axdetWAI499ljuueceXC4XAM3NzeTl5QEwf/58AKZOnRrzf3LrD+68886LqVZmoCKLNGesZem0BrSiKCngz8Be4BhjzEf4Os+K9Soig9MpHMDHH38MQGdnJy6Xi+bmZvvmv3jxYvLy8pg4cSJz5sxhwYIFtq5uaGigsbGRgwcPUlVVhdfr5cILL6S8vDyukmnd6eD8/HwWLVoUVH863DWJtAbvjliM2VhkiGSUJ+t+lLGlynoYyzhdu3ZtxN8jmgEbalxbv+3BgwfJycmxjeiSkhI6Ozs5ePBgl5J9+jDjo1cbz/n5+eTn5+PxeOjXrx8jRoyw/+ispih79uyhqamJkpKSoP/kTp/SQ2soO70unqfyaGMnUpw/m0hVcX9FUboiKW6YlQzeeecdAA4cOGAbBsOGDWPHjh22V7moqIi2tjYOHjxoGxgzZsywvcFWw6z169fT2NjIlClTYtan0XRwuOM9pbdT5VxJ9YpnptenT6UxGW7sRH6PUOO6sLCQ7du3c+jQIV566SXgM4P8n//8J1u3biUnJyfomnAPM33RoI7JeDbGHAecLCJ/T5E8SaWjo4OBAwcCcPTRR7N161aGDRvGUUcdxbx588jPz6e+vp7m5mamTp1qG2IejyeoyH53Re1DFV84RRLO2AtUZB6Px27UMnv27IgGoYZl+Ej0d1DjW1FiRzK4YdaAAQP49NNP7c/Nzc2Ul5fT3NxMWVkZVVVVtLS0MHz4cE455RQ7RCMvL89unGKF7VVUVFBaWmqH9iWqIzJF36TKSI9klCfrfpUp4QCRDMRXXnmFl156iYMHD8bdLCRa+EQ4z3Dg+fEar1u2bGHr1q2cdNJJuFyuII/01q1bGTFiRBcjPZzx3hdXB6Iaz8aYFqDCf+5GYLcxZq2IzEmxbAnzyiuvsHPnTgCOP/54CgoK2LFjB+CLdVu9enXY//hWa26XyxX2KT20w1SgYgw1iuvr6/F6vbayDjzfUijz588PUuaRjG4Ny/CR6O+gDyGKEjvGmMuB+4EWfCEbDxtjqkRkaVoFw6fPf/Ob3/DMM89w6aWXUl5ezi233AL4vMtz5sxh/fr1AKxatQrA1u9Wy+5AT3NeXh5z58619bHl4LCWsGfMmEFDQ4Mjg7i7+0U6SLYxH8ko7233q0gGojEm6DWZY1sGamdnZ9Dx0PPjNV4DDeFAozvSfgj/MJPpqwMpIVwWYeAGtPpfrwdq/O//Hu26VGyxZmGvWLHCbpAyZ84cAaR///7y+c9/3i4tFy4b2Co/V11dHXbcwCxi61yXy9VlnHCZ3JFqRwc2Zwm9vqc7T/V29DdTEoU+VG3D2uihhlmJVNu48sor5brrrutSWcMqUzpp0iRHdZ9D94V2p7XqSFu6ObRUaGBJvMCxQnV68Qph8AAAIABJREFUOnSR1jaOj0jVJKz9iXTci1aporuuf06uV+Inkq53ojDfAE4EmoBS/76sMJ6fe+4523j+wQ9+YCu+4cOHS3l5uV3KyIkCjERgqbpQZeREKXdHMjtPqcGoKMmjjxrPPdIwKx7j+ac//am43W6544475KSTTpKioiJZuHChFBUVybp162wHRVVVVRcnhRMsPT9s2DC7/F248nKRSuJZJFqWzgnJ6AmQrvuFEyMwU+9lkcrEZWrZt0Tm6EvGeiRd7yTm+af4mqSsEZH1xpjTgHccubXTzJ49e+z3gwYN4qqrrmLdunWUl5fjdrsBKCgosJeVQpfz58+fz9y5c2lqaqKsrCxsPLK1pBEa4hFpaSyWuDMn50ZaGgudPxWhCpkSy5cNJJpQkaqEjL6Y6KHEzZ+NMSuAxf7PVwKNaZTHxloyP3ToEEcddRRtbW3ccccdtLe3c9dddzFlyhQ7NK62tjZuffX1r3+dU045JWJlCasUXmhJPItQnZ6K0IZout6Swbq/WfN3d7/oKV3vJPwgU8PuIoUuxBNS4bSkXCCx6vJE4pQDrw2Nv+4zhLOoM3WL1SOxY8cO2/P8k5/8RFwul738Fu5JP5zn2fIgRLsmUsiGE49CKp6ke2J5UJf/nJOoVyJV3Zt6a1eoVEMf9Dz7vnbsDbOAk4GVwGbgTeDW7s6Px/P86KOPitvtlurqarn55pvF5XLJ888/b3cVtMI2rO6xIrHpxO5C+RLVrcnWzZHCALubN9r9oqd0faA+jKQbY/29khFWkQjJ8DzH0yAl1lCQWAi8trffQyLpeicJgwXADcCpBCQYisi1yTDeU4mVHAjwn//8x868rq6u7pJJHfhkXVdXR01NDU1NTdTV1VFa6ksud+IdsMaxaoQ6uSYVT/mJ1g6F6J7l3pYQkgjRnvoT9UqkKiGjTyZ6KHEj8TXMOgT8vyLyqjFmELDRGPOCiGxOllxWzf7Ozk4eeeQRJkyYwHPPPcf+/ft5/PHHyc3N7VJVydK7Xq/XLjcaqOcC9V9oSdJA4vGEbtmyxa453dDQkFRPan5+fpeEx0jnWcei3S96StcHJqNFqmcc673M0rHbt2+3+z70ZEWIeKqFhF7jRE9HquEM4b9vIlVMAq/ts/eQcBa1BHsNXgbuA64ALrW2aNelYovVI/H3v//d9jzffvvtMnjwYLn55pvDep8DPQuBySGhsW0inz3Z33zzzTJixIigBJRoT+iBT82RYs8yxaObjuSWTI1ni0a8T999KXasN0Ef9TwnYwOeBS6IdDyRmOef/OQnQYl91haYtG1h6fHQ5D8Lp/ovHp0VGBudCp2XiXo0Xo9xoroxXZ7nZMsf6zh6b0kOkXS9E0X3WrRzemqLVanee++9QcazpUivu+4622i1jGUrIaS6ulra2tpk+PDhdnJhoJIT+UypWltBQYGtZKMpiECFHMlIzhTFl46lu0x5cIgVVVR9CzWe4zacTwV2AIND9t8IbAA2DBs2LOZ/j0cffVTuvPNOueaaa4J08/Dhw22HSbhwjcBEv2hGsXWPsEI/nCTlhVbbsLBCAtva2mL+rplKLPe+vkCywhniGUercSSPRIznnwHl0c7riS1W4/mRRx4Jinnu37+/ADJkyJAu8cyTJk2yFWxoWaKioqIuHojA2Lp169YFxZh1pzijKdVAMsWItlDPs6L46OvGM3AcMDrGa47B1yvgW92dF4/n2dLzd955pwwcOFAAGTFihL2qF6i/Az87qTwh4tNL1iqjVeK0O0PQiZMkdPxU6b2e0qmxrLr2BVLheXZqFAca3F6vV5566qleHZecSiLpeifVNm4FfmyMOQh0fhbtIYMdXBsRY8zJwJPACX4jdaGIPJjImKH069cvcD4OHz7MgAED2LNnD3PmzKGxsZERI0awdetWXnrpJS6++GL27NnD008/DcDw4cO57LLLuO6661i8eDHt7e243W5mz57N7Nmzqa+vx+12k5+fz+rVq5k7dy7r16+ntLTUzuwGguLZQuO1At+HdhpMV1ZxMiqFxEtfaTGuKNlGIg2zjDEDgN8DT4svbjolHDlyhAMHDth63WpkAl3jdgPjdxcvXkxNTQ1PPPEEf/zjHyksLAwat76+PqjjmpXTUlFRwfz58yNW37BevV5vtx0LU9lIxcl9pKOjg7/97W+ICOecc05cVRO6i4vui5WZktUZsbs48GjNVaxKGJG6BSrxE9V4FpFBKZo75Ukk+/fvt9+LCEVFRbS1teFyuRg5ciSlpaXMmDGDxYt9lZcqKyuZNWsWW7duJTc3l3fffZfc3FwKCwvJy8sL6gIIBCWbVFRU0NLSQmNjI6WlpdTW1gYpEaeJg4FzpCshz2mLcUVR+hSfF5GPjDHXA0+KSLUx5u/RLjK+OnKPA2+JyIJUCGaMCfRw881vfpPc3Fy8Xi8QXo+Br/tgc3MzVVVV9v1hzpw5LF++PGj8yspKvF4va9euZf78+eTm5pKXl2cb3aFJh+GcAJZut8qkWng8HrxeL9XV1bbhHM7YDaeDnehlJ/eR1tZWu/NiTk6ObYh1lwgdeqw7x0emlpeLRqaV8gxNzouUrBcpoS8TvkNvwYnnGWNMBTDJ/7FFRJ5LdGIR2QXs8r//2BjzFnASvnJGSeHQoUP2e2MM9fX1rF692m6X7XK5AJ+XF3z/wefNm8fbb79tZ+W2tLTgdru58MILcblcFBYW4vV6mTFjBuDzKFhGdGlpKaWlpUHjBbbhjoaloK336fLChlO20TLTe4JoNwo18BUlpRxljDkRX/L4HTFcVwZ8B3jDGPOaf9+PRSRpNaItoxl8xp/VRrumpiao4oRVScnSY5bX7m9/+xvnn38+Q4cOZcGCz+x7qyrGvHnzWL9+Pc3NzRQVFdHR0UFNTQ3V1dXU1tba9wGI3Ti0ZKquriY/Pz+isRvOAHVilHZ3H7F05vTp05k8eTIiEmSIdVexIZY6wYk4gpKp15NRC9nJGB6PhxUrVjBt2rSk3osCjWKn3yVZHnAlGCel6u4FSoGn/btuNcaUiciPkiWEMeZUoAR4JcyxG/ElkzBs2LCYxv30008Dx+EPf/gDtbW1eDwe1q9fT2NjI83NzUGe5Orqak466SS2bt3KKaecwqpVq1i1apWtOFtbW9mzZw9r1661PdZ5eXm2QW4V4A8sQB9LU5RAr0S6jMFwyjZw+THem0Si3yfajSJbvRuKkiXE1TBLRNYAJtXCAfTv35+jjjqKRx55hHHjxuFyuZg4caKtVzs6OuxzKysree+991iyZImt510uF0OGDLHPscL71q9fT3t7u+2dHjp0KNXV1bajpK6uzvYch6O7UneBdKcjwxmgia5ORtOZ3ZUhi6VEWSKOoET0eqiBGc3gDz0/3Hd08tCwYsUK2wE3c+bMoGOhhnU4I9iJYZxIkxMlcZx4nsuBYhE5AmCMWQS0Akkxno0xx+CLhfu+iHwUelxEFgILAcaNGyehx2Nh5cqVdlzx8OHDOffcc+ns7OS5557jvvvuo7a2lvb2dnv5yoqZHjFiBFdffTWrVq2yuxY2Nzd3Wf4LVI4VFRU0NTXR3t6Ox+MBsOs/B8bhdWdMpjIOLlYs5efxeBzdBMKRqHEb7UahdacVJXWIyDPAMwGft+ErXZox9OvXj7KyMl544QU2bNhg77eMjBEjRlBVVcXs2bPZs2cPv/vd79izZw9Dhgxhz549tl639NOCBQvYtm0bbW1tlJeXs2DBAtug/v/be/f4qM77zv/9FZJAIy4SkuyAsEBCiQiXGDmAa7AlnIiQyKltErc267WztlP3gpN2neI2m3ptt7u/xvbWr+2vcbabpMbOxiFpfUnYmgRHKSAHiAFb1ECQiJDQAAYsQOKiQcxIevaPmefxmaO5ShqNNDzv12teM3PmzDnPGel8z+d8n+9F14x+9tlnwxwnkQRwLPHoFNaxbORIzES6xxbPZsbyWurPfD4fO3bsGJGwAKdohKBAvOeee+LGjEfDLTDjCX73+pGOP5GbhtWrV4c9O3EL60giOBFhXF1djd/vJxAImJmWSIy10JNMIaGwDaAAOBd6PW2kdp7qJJLs7GwTuqGUorOzky996Uts3jx4tvDxxx9nxYoV7N69G4DCwkLa29tN4slXvvIVenp6yMvL4/Lly9TW1oY1VOnp6THejTNnzvDoo4/S0NBAQ0MDJSUlQNCzreOiNXrZSy+9NKhAfyJxcCNBMh7h4Rjw4YrbePseC8mG1lBZMpXx0jBL29vrr7+ekpISqqqqaGhooKioiNbWVg4ePEhxcTFr166ls7OTnJwcnn/+eQ4dOoTP56Onp4eWlhY2bdrE7bffzt133w0ERW5xcTEvvfSSsZdnzpyhs7OTuro6k0SobXUkux4Jd7OSZIRistcF9/pDtZlOOzeSHlDntiB401NXV5dQ05dIVFVVcfToUZMAGi+EIRFhnEgYRHFx8SCPs8YtrCPtM9Fx5Obm0tDQwIkTJ0ycf7LedsvQSEQ8/y3QJCJbCU691QB/Odwdj0YSiTvmua+vj82bN1NYWEhXVxczZsxARMjOzqasrMwkdGjBDMF/8OzsbJqbm5k3bx6f/vSnef7551m5cuUgw6ZFaE9PD5s3b6auro4VK1bwwAMPcPbsWbZt28ZXvvIVABYtWsTf/d3fUVNTw+bNm8O8HfBh8mB9fT2QWq9qsgZ4qOEXY0HcphprqCwZzE+Bt4AGoD/NY4nIwMAA7e3tQFBENzQ04Pf7qaur42tf+xr/8A//YGKaq6uraWhoIBAI8PWvf5277rrLnL86rE87O5555hkAU1lD27Enn3ySZ599FoBNmzaxfv16HnjgAfM9p11PxG4m2h1Qk+x1IdL6zrhnr9eb0I2/086NZIc5p9jVY6iurjbiN9nr3/79+2ltbWXmzJnceuutQGwHx2jEB7uFdaR9JjqO6upq0zmxqakpYgWOq7YDYIpJpNrGxlCJoqWhRX+hlDo1AvtOeRKJmxMnTpCXl0dXVxcAJ0+eNJ81NjYCMGvWLE6fPg3A1KlT2b17N83NzVRWVvKTn/yEoqIiZs+ebUoUOcM1tAitq6sz8XDOVrCbN282U4D6ua6ublBlDmCQAU5lKIIz1CRS2SU3NrY4OtZQWTIYj1LqL9I9iHgcOnSI9evX89BDD5kQC4DPfOYzvPHGG5w5c4Znn32Whx56iB07drBz507a29uNCC4vL+f999+nrKyMj3zkI4Nm/3RSN3wYQ11XV2c80Rs2bOC5555j6dKldHR0sGrVKr71rW+ZNtxOj3QkQZ2MIE7WIRFpfX1cgUCAQCBYjTaecHNXcBgpwdnS0kJraytz5sxhxYoVZrsej2dI15qgj+7DZ8g8B0dpaSkzZ86MWoHDJgymiEjFn0OZy/NCzzdEekT7XiofyRbP/9u//duw4vlEaNsKqLy8PAUoj8cTdR0cXag6OztNgxVnQXjncnc72ObmZtNspb6+Xu3atStuh6lInbDS1d0vkbbi8Rhukfyrrci+ZezCVdgkhVFqmDXcJimAuummm8KaWS1dulSVl5erXbt2GTu3fv1600F28eLFqry8XC1dunSQ3dc2RzfCcjbRctt5ve26ujrT9tt57XBeH2K1Bh+OrUvku5HsudfrTbqpx0h3rhuN7Y12t71U7m+kuhhaohPN1scylN8JPW+N8Pi3aN9L5SNZo/rXf/3XYUY1JydnkGEsKCgYJJxFxLwuKytTDz30kJo9e7YCVEVFhWnTGqmla3Nzs6qrq1O1tbURu1ppwZysYXQa73htZIdqeGPtI9L49UUkUUE/3BuAq629ayoZK+1ax8o4kuUqFc8XgQGgN/T6InBhpPczEuK5rKzM2CfdGVC/dgtXQBUWFpp23s7rQ0VFhWpubjbb0rZx/fr1qqamJmLrb3fn2rq6OuMk0Z1t9TUk0nWks7PTjG39+vVJ2/JE7GSitjTe+Zlu8TYeHCrO36izs1P94Ac/GLHxjoWbg0wnmq2PGrahlHo49HxrtHXGOh6PJ6xRip6SctLb28uMGTPCQjiCv1ewNJ7X6+W3v/0tHR0dALS1tfHd736X9evX89hjjw2aetu4caOZEqqvrx80BXf77beHTSXqChbDiYVzh1EkU2Q/0X04w0gANm/ebGqcDifeLhlsNY2RY6xMXY6VcVjio1LXMGvEWbp0Kdu2bQOgtbWVefPm0dHRYZpdPfHEE1RVVbF37166u7vp6uqiqKiI4uJi2tvbqampMclYmzZtCtt2cXExJSUlNDY2mnA/bS91QuG3vvUtE9Lh8XhM+btNmzaZRlpPPPEEQFh4HwTtuT4nnOdHorY8ETuZqC2Nd36mK0zNmV+kc5XcYR1jJXnb+Ru9/vrrUUvYxSPS8UQKybA2dZSIpKidD+D3gCmh138FvAZUx/teKh7JeiS0NyJe2Eakx7Rp08wU3vLlyxWgcnNzzefz5s0bNFXn9MZWVlYab0Ok8Aunt8Hp1dBEuqOOdpedqOc50r7dxLqTTyRcY6S84JnIWPIIjJWxjJVxJAtXoec5eNjcDvyP0OPzqdjHSHieJ02aFGbPne/Ly8vV4sWLwz6fMmVKxPA87aV22zyndzierdfXBvfnbpz2Ndp+9Xrau+0cazJ2NtZ55/xsOOdnKs9t/du6w2acpNsrHonheJ4TPZ7xalPHKtFsfSLG8r3Q883ANuA24O1430vFI5Xi2SmMnY/y8nIjnm+66aawUA8tdvVUXHNzc1hssztkQxtGd6yzFs96ik6v49yGJlEjGU18R9vuSOGeDkxlqMVICfPREvhj0ZhbhsbVKJ6BbwK/BB4MPX4B/O1I72e44lmH4DnD76I9srKyBoXxLV26VNXW1g4K13CTiK2vq6tT69evT8i2JGor9XrOHJpkQ+hi2SL92Q9+8INhCbCRsneRxGAiNjvRG4REv5NuxvLYMplotj6RUnW6JNFtBOOg3xCR/5bA9zKC9vZ22tvbmTdvHs899xxvvfUWnZ2dJjMbPpyK8/v9AKagvntqTNeF1tN2ui60LpKvu/fp8AjnNiCYiXznnXfS3NwMxK50ESl0I1KN0pFuvBLpmJ3PI7nPkar6MVrVQ2wlDss4J6UNs0aCrKwsFi9ezM6dO7XgB2Dx4sVMnTrVhFlAsA/ApEmTTGjftGnT6O7uZs+ePQDcc889YWF/ELTBjzzyiJk6j2frGxoazNS5u5KRtoW6cdbtt9+eUI3nSCGAS5cuTSqELl7nQHf5s0RxhhYMxd65QxN8Pl9YqIMeSyJVRnSHwEihG9FCG8ZyyIOtmjG2SEQ8nxCR/w2sAp4WkYlAVmqHNfr4/X6mTZvG+fPnWb58OSdPnqS9vZ3S0lJ8Ph/Nzc289tprNDU1UVVVFdaa1R0PXF9fH1YcP9KJvmPHjkEGUpe9u/3221m5cuUggfnoo4+aetPxjGS0mDbnWIbSQjwezu1HEsojKVRvv/12tm3bZpoTJEqyXbZGCmv8LBlAShpmjRQDAwPs27dv0PLf/OY3zJ8/n9zcXOPk0H0AJkyYQH9/PwsWLGDnzp2ICEopmpub6e3tpaSkhLVr1wKENb9y5nzEs/WAic295ZZbuO+++7jmmmvYuXMnb775Jg0NDbz55pusWLGCp556KmaNZ22zNmzYwOOPPw4Erx26FnIiRLNFWrzW1NQAJLVNiFz/Odo+IsUiu8VrU1MTra2tVFZWDsnpEE0MRxP2qXZwjGQc9liJ6b5aSUQE/z6wBVitlOoGpgMZWdy3r6+PoqIivvrVr1JfX09RUREnTpygq6uLyspKcyI+//zzAGHCdunSpaxfv54nnniC5557jg0bNpi23Lqu6JkzZ3jkkUeor6+noaGBL33pS0bIPfbYY6bIflVVlUk+cX73ueeeo76+np/85CcJd62Ktd4DDzyQlLdC4xxTLPRxbdiwIWyfTzzxhPGuDAft8Xcn9MTDOa5UeN8tlgxFN8x6MeR1fgf472ke0yB0op4Tv9/Pvn37jHDWXLp0if7+fqZOnWo+W7JkCQC33XYbJSUldHZ2Ghvz+OOPU1lZybp163jkkUeMiI1m6+vq6mhoaMDn8xm7d99999Ha2srOnTupr683Qk2v98wzz5ia+y0tLWHPej/ahv3N3/zNIBuo22VH+h3ioa9xjY2NtLa20tLSEvU31vtwvq6urqauri6s82BTU1PEfbiXA2Hfd77X3fOSxb09jb55iNYkJZl9xfq93Z/FOvZkGcltWZInpudZRCYA7yql5ullSqmTwMno3xq/6CmzP/qjP6K7uxuAnJwcAoEAy5Yt4/jx48yePZuOjg7jOYbgXX9DQwPr168nPz+fjRs3hmUA6xbenZ2dlJSUmA5X7gYokUSs21PrLPIfSfCNRKvtWNs4c+ZMWIvzWN7jSMeVbAetWAzVY+xsgav/NmAbvowVrEdlbKJS1zAr7Vy4cIG9e/cyb948vva1r/Hkk0/ykY98hM7OzrCwjLfeeovW1lbuvffesGoPnZ2dNDU14ff7aWxspKenh/z8fNPF0OPxGLu3bt06+vv7mTFjBs899xxFRUVGCOlmIHpW0OmVdlbdeOCBB1BKUVFRwfLly7nnnnvMsUTztiZyXmmRWVVVxZw5c6J6YCO10db70/uM5d0NBAL4/X58Pl/YWNwecff7ZG1DvNm+WNtLdF+xfu9XX32VtrY2AoEAK1euHFHPtg0DTC8xxbNSql9EWkSkTCnlHa1BpZuenh6ysrIYGBgw5e1+/etf09bWRm1tLTk5OTQ0NJipMndZIT2dd8stt7Bq1SrTkertt982hlUL6FtuuWWQUHXGwvX09LB+/fqwOLhYoQ/uzxIR0+514m0/Ujx2JKKJ85EKkxhqu2+ngE+23J4l9cSKO7TCevQRkXlKqWYRuSG06HjoeaaIzFRKvZuusUVCx8rGY8qUKVy8eJGsrCzy8vLIz8+nubmZr3/967S3t9PX1xfWKfbMmTP09PSYEnNO++EUtzU1NezYsYOGhgZqa2upq6tj7dq1plydtrNPPfUUGzdu5JFHHjGic+3atTz77LMmFK2zs5OGhgaqq6tZtWoV119/PT6fj+LiYpYtW8b27duBYIfc1atXc+DAAfx+P7W1tWGiyufz8corr9De3o7f7+fGG2+MeB45xWYs50sk4RbNuxvp76Ovobm5uUmd48nGJMezF7G2l8i+fD4fgUCAmpqaQcff1NREW1sb8GH525EM3bNhgOklkZjnQuCgiOwGTF9SpVRygabjCGc9aJ3It3LlSubNm8eCBQtMsmBDQwPvvPMOEKwJrePDtKi+7bbbzMmnp44aGxtNDJyzZrL2XFRVVdHS0kJDQwMvvPCCiXFubm42ntpo4vPMmTN0dnZSV1dnjG8iMcbudWKJW+dnQw1zGKroHUliHYcN5UgvsTwqYzmhJ4N5FHgY+LsInyngU6M7nOg4Ewbjcf/99/PLX/6S5uZmMxMFQftfWVlJa2srP/7xj1m7di3FxcU888wzPPvsszz44IN4vV7WrVsHBHMvOjs7OXz4MF6vl8uXL9PY2EhFRYURtxs3bjT7vXz5ctg4NmzYwFNPPcUzzzxjWnjDh86PkpIS7rnnHhobG9m1a5fxaLe3twNQUFBgEur0c11d3aAEOb2+iAz7PNLCLVKCXyI3t0M5x2MJ1WgMp06187Nox9XU1MT27dsH/d76e4FAAKUUN954Y0LjtYwfEhHPj6d8FGMYbVBfeOEFnnrqKe6++26T/Tt9+nTOnQvmzpSWlppYaJ2NXV5eTnl5Oe3t7VRVVfH2229TUVFhMrB1bNvSpUt5+eWXaW1tNSe6FsyVlZU0NzdTV1cXt0LGhg0bjLB/9NFHeemll4ZUMN+ZkOLez1gQviNBrOMYreob443R8vrG8qjYqcrRR42jhlkDAwNR43SdTJgwgR07djB37lx++9vf0t/fbz47fvw469ato6uri+bmZh5++GE+//nPm6Yrr732Gt3d3Rw/fpzm5ma+/e1vG6eF1+vl9OnTQDCHZv369eZc+cUvfsFnPvMZvv/977N8+XKefvppHnzwQbPfe+65h0OHDvH0008bW+zxeFiyZAlbt26lvb2d8vJyAoEAb7/9Nl5vcDJ4/vz5eDweysrKGBgY4Nprr40YKuH3+xERli1bFrZ8OERK8EtElA/lHI8lVKMRz17ES5zUtk7PJEBiiYd62ytXrkxonJbxR1zxrJTaLiKzgY8qpRpExANMSP3Q0ktOTg7FxcVhnQefeOIJnn76aROnpYWzNmgAhYWFJhsbYN26dbS3t3PgwAFTJqmuri6sq1R+fj6tra2Ul5fzkY98hJtvvpmHHnqITZs2mbJ4K1asoLi4OGaFjAceeIDOzk5ef/11Nm/ezJe+9CVeeukl48GIFicdqUJGrM5NyTCUsJFkvz/S2E6GkRkLXt+Rnqq0YSCJIyK/B/xcKXVRRP4KuAH4G6XUmMlYysrKoqqqKq7nub+/n3379g2qzFFQUEB3dzf79+/n7NmzQFBMP/bYY0yb9mFxkZycHP7gD/6A7373uzQ3N1NUVMQ111xDZWUln/jEJ/B6vXi9XkpKSli/fj3Hjh0DgtP3CxYsYNeuXUYENjU1sW7dOpqamsxybeuamprMdaO8vBwRYfv27dTW1lJbW2u8mlrgtbW1oZRix44d5OTkGKHc1NRk1tMkeh7FOkfc4jHZm9szZ86wZcsWVq9ebY7ZeY4Pt/TdUO2F29ZF27cNnbh6iSueReQPCE7ZTQfmAqXAPwKfTu3Q0ksgEDDCWZcuysrKMrF0Pp+PiooK40nWU2JdXV3U1dXR09PDrl27ePfdd9m1axdLly6lsLCQrq4uI4Q1WqRpwVpYWEhRUZGpFeoUts4anzo2btOmTUZclpSUmHa0OiExVstuN3q9J554IqwqhjseW+8vnrgdStiIE53Q19PTY+piJ8KqMsJQAAAgAElEQVRwRHemeNdHmkz0+o6FG4JxxONKqX8RkZuBOuBZgteCMTMnPTAwQEdHR9Lf0+XqdKL4Bx98AATD8dra2oztBsw63/zmN3nrrbdM7f0f/vCHYdvUs4UAXq8XEQGC14ibbrqJQCDAr371K3bt2kUgEGDhwoW0tbXR09NjHDTV1dX09PRw+vRprr32Wnbt2kVlZSXLli0LE7I6pEHPdOrr0YEDB8zNhN/vJzc315y/WpTq1zpk0B2CEQgETPiJ+xyJl+AXjy1btsRsV+0+P1N1jrpvENy2zopki5tEwjbWAcuAtwGUUr8VkWtSOqoU8Y1vfAOlFG+88Qb5+fm0tLRQVVXFqVOnqK+v5/jx40yePJmtW7cye/Zs2traqKqqQkTYvXt3WBKKx+Phi1/8Ijk5ORw8eNAI7cLCQl544QX+6Z/+icmTJ5Ofn09RURE5OTlcuXKF+vp6Ux/a5/OxdetWU5R/7dq17Nmzx4heCNYGra+vZ/PmzSbmef369Tz55JM89dRTg7Kw77nnHvx+P1VVVbS1tUVtVhIJn8/H9ddfb6YTtah1VsVwC9144jjefp1JOMP19DoFsw29GHky8QKSiTcEKWTMN8zKyspi1apVvPjii0l9r7+/3ySJQ7DRlYgYu97V1UVFRQUA1113HTk5OXz1q1/F4/Hw5S9/2ZSzW7FiBXfffTdNTU3ceeedbNmyhZqaGgKBgHE2eL1eLly4QHd3N9dcE7yUdnd3s2XLFtra2mhrayM/P9+ca6dOnaK9vZ3p06dTWVlJTU3NIOGrnTU33XQTEGzulZeXx9mzZzl58iR1dXUEAgEaGho4evQopaWlRhBDMH/nyJEjJqHw1ltvNcK1pqYmYrk3GP7MzerVq8Oe3dvVeURVVVXs2LFjWDNEySQiZqKts4wsiYjnK0opv75rFpFsgkki44qsrCyysoJlre+44w6ysrKoq6szBjMrK8t4KCsqKoyXWZ9kN954I4FAgIGBAY4cOUJlZSX5+fkA3HfffWaKLi8vj0OHDiEi5uT72Mc+hsfjYdWqVSxcuJB//dd/pbS0lOzsbPbu3YuI8Oabb+LxePjTP/1Tamtrw4Tk6tWrWbFiRVg5Io07C/vIkSP09fVx8OBBamtraWlpMQks8byw7mnDSMI3XgdBCDdS8by4zmSZSGPT3RfdwjqSIXQK5qsl9CLRi5cNT4iMvUgmxbhomOUMr0gU7Xl2opQiEAjg8XiYP38+e/fuZfny5dx6azD0e9KkSWzcuJHLly+Tl5fH3XffDcChQ4eYP38+r732Gr29vZw9e5auri6ys4OXWxEx3usLFy4AcOzYMc6dO0dFRQXTp0+nubmZw4cPU1paarzIH3zwAV6vF7/fj9frxefz8cEHH9Da2kpeXh4QDCe56667aGpqoqysjMbGRmpqavB6vSxcuJATJ07Q2trKzJkzBwninp4e2tvbEZGw5Dx3uIeT4c7cFBcXD/I4O7sKam/5gQMHonq/EyXSWN0i3d5EWxIlEfG8XUT+C5AnIquAPwH+b2qHlVq0iHY/uz93Goy8vDxjoD75yU+Gre/xeJg3z5TC5sSJE2Y7AwMDeDweM+138OBBADo6OqitrWXhwoXs37+fVatWsXjx4qixcIFAAK/Xy3XXXQcERaXH42Hx4sWIiInxO3UqWHa1sLDQTLcVFRWZ+L1IU2MatxeuuLiYdevWsXv3bhNb5xbDkcSxNlKBQICcnJyYgi2eyI0mviMZQncFjZHyODsNrHNacyyQ6MVrtMMTrFjPSH4f+CzwP5RS3SIygzHYMCuZsI3S0lK+8IUvcOXKFQKBAF1dXcyZM4fc3FwOHz5syr5duHCBT33qU7z11lumhvPJkydN5QwtvrOysjh37pzJhwGorKxk2rRpTJw4kc2bN6OUoqSkhP7+fj75yU+yY8cO5s2bx549e1i8eDFNTU0cP37cfL+srAwI2nSv18v58+eB4HWmo6ODvLw8Ll++TFFRkRG6uknJmjVrws597eFdtGgRxcXFYecpYCp56OS82traqOfxmTNnOHLkCMuXLx9UkQII+14y9ZSdXQVFJK73OxKR9hdplsmGbVmGSiLi+S+Bh4D9wB8Cm4HvpXJQ45lZs2ZRWlqK1+tlYGDAtIPNzs42ySiTJk3ihhtuYNmyZbzyyiuICIWFhdxwww2mKYuOhevp6SEnJ4ebbrppUFF5j8fDrl27KC8vB+D06dO0t7cbsZydnU1NTQ2XL19m6tSpg6bG3ETywmkjCpianPGEkTZOfr8/rmFKRORG2l9VVRVHjx4Nax+bjGBORhBrA3v06FETnzdWDG0i5ZTc640Gzt9sqN3BLGOH8dQw6xOf+ASzZ882idgTJ05k7969rFq1isuXLzMwMMDAwAAnT57k+uuvN04RgNmzZ5vXixcvBoKl5XJycsjJyTE2NDs7m1OnTiEiFBUVUVRUREtLiwn7mDZtGlOmTGHGjBnk5OTQ09NDc3Ozqfd79uxZBgYG2LNnDz6fj1//+tcMDAzw85//nMWLF9Pe3k5ubi7d3d3GOz1hQjBP//z581RWVjJ58mQ6OjrIysqirKyMuro6Y9N0LPGRI0eYMWOGqfu8e/duWltb6e/vNx5qd0yxz+czNw1Kqag2fMuWLbS3tzNhwoRBFSmAsPPf3bbbLZYjJedVVVWxf/9+amtrB8V4x8LpuXaOO9L1zYZtWYZKItU2BkKtWN8mGK7RorQFsISRk5PD5MmT+fd//3dEhIqKCo4ePQoEi90vXryYY8eOcccdd5CXl8frr79uDGJXVxc7duzg8OHD+Hw+M/V46NAhuru7Td3RY8eOcd1113H06FHOnj1LQUEBM2bMoKysjIULF5o4bi0Idba29mZHihuLJ7p0rUqnRyGWKHbWAHUmqAyVSIbX7/fT2trKnDlzhlSFIxlBnGjXrXTgvCDoi5dTsDr/tqkU/O6s+erqavPbNjU1jZmbDcvQGE8Ns7KysigsLASCZdwgWKnCPcPoFMrJ0tfXR19fHxD833d6mrOysjh//rzxXmtPsRMtsru7u5kwYQI33HAD+/bt49Zbb+XixYuUlZWZEI0pU6Zwww03MHfuXPx+P5cuXWLSpEk0NzcDwXALpRTvvfcee/fuNXHTRUVFJnlQ23996W5vbw/zEru9sfqaUV1dbWy4z+fj7bffRkRYuHAh11xzDf39/eaGwr0t5/nv/CxeJQtt03bs2GHGAUSNeY7luY5nq23YlmWoJFJt4zaCGdVHAAHKReQPlVI/G+7OReSzwN8TLH33PaXUN4e7zXQSCASMQQNM2SDNoUOHuHLlCq+88gpKKS5evGji4CCYpNLb20tOTo4xuFo419TUcPbsWWMMZ82aBcDkyZPZuXMnNTU1YR5UbUTKysqorKykqqoqasxXvM5T7tCLWHfrTgO7bNmyETFMkQyv7tw1VCGbjCBOtOtWuokkWFM5Lem8aGlP17lz51i4cCE33nij8TiN1M2GDQVJO+O2YZZbOI80Wgw7X3d2dpplumJTJPr7+03S+IEDB+jo6KCgoMB87vP56Onp4Ze//KUJCdTXh4kTJ9Lf34/P5zMhgdr+19bWcubMGUTEJNwtWrTIjEWfR9G8sfqa4ax1rMvmeb1e2tvbqampCSsxp210VVUVpaWlzJw5M2LNaedzNAGra1PrutZ63/E6ATq3n6iTKBLW3lhikUjYxt8BtyqlWgFEZC7wBjAs8RyaBnyeYPLJcWCPiGxSSv1mONsdS+jydgMDA4gIV65cAT5MEoHg9F53dzf9/f0MDAwwefJkKisrUUrR1tbGwMAAvb29vPfee6ZU0tSpU833Z8yYQW5uLkePHsXr9Zo4Y7/fT2Njo4mHKy0tNTU/3V6GWJ2nIomvWHfrzrqkOTk5I9Je2bm/aIYxWUZSEEc7ptE2vh6PZ5BgTeW0pDuWsquri7Nnz9LY2GhCfGIJ9mR/HxufmHau6oZZwyHRyVqdm9Ld3W1C/vr7+9m7d69ZR4f2QdBm9/X1GTtfWFjI8ePH8fl8bN++nUceeQSfz8err75qPNJf/OIXEzrf9u/fHyZYtZgVEQKBgEkudOKe0bvpppt45ZVX6O/vN01dEi055/F4yM3NjesscYp97Z2OtP1k7Ye1N5ZYJCKeL2rhHKINuDgC+14GtCql2gBE5EfAHUDGiGf40AsRzXhqYwkYQ7lv3z4KCgq4eDH4M+u6n5oLFy5w4cIFCgsL+eCDD0yCTEFBAX6/n+3bt1NRURFWm1Tfvff19bF7924jpP1+P8uXLw8rqA/xi95HEz5OAxvJ0I1UW9ixRLRj0t4SXfppNEjk9xmqqI9VC9Xj8fDggw+a5NJExHqy/ws2PjG9DLVhloi8AHwe+EAptTDV4xzPXLp0ybz2+/1hn2mPsa4KkpubS29vL1OnTqWgoACv10tXVxfXX389EyZM4I477gCC51lbWxsQnA195ZVXKCsrixpHrPNtli5dOkiwOsPwnDZAo3NRampqmDNnjil/B5gwimTsTyLOEmeYx1Bbccfbt8XiJhHxvFdENgP/TDDm+fcIeom/AKCUem2I+y4FjjneHydCsX0ReZhgkxaTdZxJZGdnm9g5wBjG7u5u8vLyTPxeTU0Nv/rVr/D7/WRlZdHT00NXVxddXV1MmjSJ3t5eU/5o2rRptLW1ce211zJr1iwmTJiA3+8P67p17NgxZs2aRWNjI5WVlaxZswYIL5zvvov3+XxGHOlOVxBuqDweT0ShqA2mM4wkUdyhIM5xaoOajEGOtO5wvMTRjKz2yvT19SUda57s+KMRSaAmKlrd+3HfDERqkJBMO9pISZ+xGIs3TlcTw2iY9SLwLeD7qRzfeCRSOMeUKVOYPHkyp06dCvtMzyjq2Uztme7t7cXr9TJt2jTOnz9Pd3c3Dz74YFiY3fnz52lubsbv95vQP7/fb6pr+Hw+k7OgQ0MOHz7Mww8/bLaze/dutm/fTiAQCHO0OGlpaTE5JGvWrKGqqorNmzebzrnOxEJn05Z4wthNotU0EtlWNKy9scQiEfE8CTgN1IbedwJ5wO8SFNNDFc8JoZT6DvAdgCVLlmRcoqJTOLvRZZDmz5/Prl27zLSXprS0lNmzZ3PkyBF6e3vJz8/n6NGjJh7u9OnTpsKHNsLawGpPRHl5Oa2trbz++usRC+cDJvnPmcG8fPnymDHHkZI4GhoaTOJjMol+7lAQ99j0Ool6MYcjKCMRzcguW7bMTLFG2na8fUYTyfp7iVx83BcUZ/3WeB4V9/gctd5jji9R9IV2qEmfllFnSA2zlFKNIjIntUMbn0Sakbx8+bKZdXSiPdF9fX1MmjTJfNfv9zN79mwzi9nR0WFmF3X8cWtrq9mmdrY0NTXR29sLEJY4PWvWLFMSb/fu3eaGWO9PKRXVduk4aWfexf333x92HNruuO3icJ0CVuxaRpNEqm2kqsvECeA6x/tZoWUWF/v27TMxbhMnTiQ7O5uenh5jLE+fPg0Ewzt6eoJ5PNqjob3RhYWFlJeXEwgE8Pv9Jv6tpqaGCRMmmPJFWlT5fL4wr6A2iDoUJDs7O2Y8c6zyQ8lWrIgWCuKcAkymyL3uvuhug6uTU5zlACORaIyzs+qITrp0rhdvzNESPLX41TVQ3SLaPQ63YN++fbvJvo+FW3jrmwH9frghOHZadNyRsoZZmT7DmAyxHCq6nrQWvRBMGldKhYV8OAXutm3bzDanTp3KjBkzaGlpobe3l6KiIqqrq6mqqqK/v5+SkhKqq6s5efIk7e3tYeJ+0aJFvP/++yxatGiQt1fT0tLC2bNnY1a6cNtFHascqw24G2s7LOkmkWobzwD/DbgM/Bz4BPCflVI/GOa+9wAfFZFygqL5HuA/DHObGYkWzoAp5g/Q29trptggGI9WUVHBqVOnmDRpEqdOnTJhIceOHTN1obUArqys5MYbb8Tn89HV1WVqdsJgr6BT/OqqHm6cYso5Je8Wc0PxMrrFYaR9JirgWlpaBrXBdSanxEt0jLbPaMudF4tt27aZTHXneskU9dfiVy93b885veoOo0gmhj1SWIbz/XAuYDaTfVySsoZZmT7DmAzxKnO4uXTpEnPnzqWrq4ve3l6mT59OX18fixYtYufOnWH2csGCBaYi1IQJE5g8ebJxFkyYMIFdu3aRn5/PXXfdZUL09OfOa4J2iMSyWfHOa3escjKNUKyX2ZJuEgnb+IxS6jERWQMcBb4ANALDEs9KqT4ReQTYQjDp5AWl1MHhbDOTcMdCA0yfPp1z586FlUVy4vf7OX36tPE2Z2Vl0dfXh8fj4dy5c6bmtBbOq1evpqkp2L3w7NmzFBUVRazLCZGrU8RKINOe6jlz5gCDwyzcOOOp3e1gY1UAGYqA057na6+9dpAnO9q2EtlnvLE4G864PTORmookUtT/xIkTtLe3h23POb3qJtpFx318u3fvNh7taIlFw7mA2Uz2cYltmDUKJNNGQQvtjo4OE5Zx+vRpTp8+TXZ2NvPnz+fw4cMMDAxw6dIlcnNzWbNmDT/96U/Jy8ujo6ODn/3sZ2RlZdHa2kpRURFVVVV4PB5ycnJoaGgwjgvdOCXWzNNQbEIygttiGSskIp71OrcB/6KUOu8uTzNUlFKbCRpgi4tIU3e6ckY0Jk6cyKRJk8z7gYEBCgoKyM3NZWBgwJTIy8vLY82aNcZDWVpaSkVFBStXrsTr9YZN92tvqRa1QFQPbLSScppYAtcpLHWZM/f39PSeM9xhKMZae54rKirCjHWsbbkNfKzmMNGorv6w4Yz+LXUiYXV1Yk1F3E1RdDMAZxc/vW0RiRuC4j6+qqqqsNh2+LDk4Eh6i+206/jDNsxKHRMnTqSgoMCE4LmZMmUKfX19Jg8GCJuF6+7uZvr06QQCAS5evEhBQQEiwt69e03H2crKyrBypWVlZWzdupW+vj68Xq9Zb8uWLaxZs2aQM8TZbEsvdz4PFetFtoxHEhHP/yoizQTDNv5YREqA3jjfsaSAeNepK1eucPLkSeONyM/PN+EbEDTQhYWFRmjpBBQd+tHX18ecOXMGhSg4kwjff/99WltbjQh0eiKikYhxdArL6urqQR3rnNN72iMKQ5v+j1blIdX1mt3VKPTx6OMuKSmJ2FQgGtE8Ns4QlBMnTgyqpBLLi6wFeUVFBddee21YaaqR9BbbC+b4Y6gNs0RkI7ASKBaR48ATSql/SvV4xxNXrlwJE87Tp09nxowZpvFJSUkJK1eu5Kc//amZJTx79qwJwZs0aRLnzp1j1qxZXLx4kfnz57Ns2TJOnDgx6AZb2526ujrmzp1rErlXr15tmh25mxtFEsr2HLZczSSSMPiXobjn86EWrT0E6zFbRpGcnBzTSCUeWmQXFxebxBLdpOWWW26hqKiIbdu28f7774d9z+v14vV6OXjwoElGdIraQCBAa2sr5eXlKKVobGykpqYmrIycz+dj8+bNYUXxnbFxQMTXbmHp9H7ee++9JlHupptu4vjx47S1tXH06NGwCiHJxDxHqvKQbCzzcNG/gW5oA8RN5IuVDOjEnfUOg6unOP9uicQsumcAUnWTYRmzDKlhllJq7SiMbUyhy8nB4BhmXWJOV73Q6+pQvezsbO68806KioqYNm0ahw4dMjNlDz74oEk2bmlpoaqqygheCCZbzps3z5yDzqZJsTzGkdZ32z0rlC2WD4kqnkXkU0qpf9P1nEPLnKuktETdaKMN3JQpUyKWCUo3Ho/HlKCLhzbCHR0dJoxjypQpJjzA2epUr6unAEWEs2fPUl5ePkjUbt261exj0aJF5ObmhmVI5+TkRCyK7zTCgIntdQpfd/LJ6tWrGRgYoKSkxIgy3fylra2NvLw8WltbmTlzZtJtuhOJWXYKwWjL44ncaDHcPp+PHTt2cPLkSerr6/F4PAQCAU6fPm284fHK1EHsZMNIWe/OaiLROkEm4k1ydx5LdmxjgbE6rjFOqhpmjQtyc3O55pprmDt3bths3NSpU01I3PXXX8+dd94Z1rDjd37ndzhx4gRer5eCggIqKyvZu3cvCxcupLu7m2XLlpnSclu2bOHs2bN4vV6uu+46PB6PyVFx3zDrG38dghfJ1kQ6n93LoiUF29AqiyU6sTzPtcC/Eazn7Cbl9Z1Hg/z8fAKBAEVFRXzuc58z8b7f/va3Tcm3RJg6dSo9PT0RM6HdlJSU0NnZmfC2tZciNzeXiRMnmhbfmuXLl4c1P5k8eTJTpkzh5MmTTJw4kd7eXvLy8rhw4QJ79uxh7ty5YTdBOra6uLgYr9drPCQ6XlYLDF26btq0abS3t9PS0mI8mD6fj9bWVsrKyujp6aG9vZ2ysjIzTaiTTQKBAHPnzmX69Omm7J1umOKuEFFcXExFRQUNDQ2mkD8Ey/G1tbVx+fJlUy0kEfETKbkxVnUJd7eqSLWuY8UBx4rhbmpqMn+zLVu2cO+995Kfn09bWxstLS0UFxdH9XZHq8DhXjeSB9lZTaSqqoojR44wY8aMhC+Oej/RWuUmOrZkSYXQtQmLQyJVDbPSinaYTJ06lZkzZ9LR0cHnPvc5Tp06xcmTJ7n11lvDckEAU0NZL3P+j0J4eU13YycIdoN1bu+jH/0oEKzdHylhO9b/frLNiRLFhmVYLNGJKp6VUk+EnlNV5zltLFy4kOnTpw8SXtddFyw7fffdd/Pyyy9z5coVI1gnTpxIbm4u+fn5zJo1i/z8fBYuXGjKtvl8PjZs2GASOCZNmkR/fz99fX0opSgvL+f+++/n5ZdfprOzk6KiIrKzs8Pi3JxTfRodl6wF99SpU7ly5QpXrlxh6tSppmTQD3/4Q7q6urh06RLTp08HMAkoeorP5/Px6quvsmDBAmbOnMnFixeZPHkyc+bM4eMf/zhbtmzh0qVLTJ48mba2NjZu3Mi5c+cIBAImpAOCU4POKhxnzpyhq6uLrVu3ctdddxmx6xSluiPhsWPHOHfuHAAnT57k+PHjlJaWhhX810mBup6xDkHQ+8zJyRkUbhCPWBU7Em3lqsMgnN7cWCLXGcPt3rbP5+PkyZOsXr064v6ieX0SqcCRyHpNTU20t7czd+7chH/DeBfyRMeWLKkQutarNiTS2jBrJMjPzyc7OxuPx0NpaekgO+78v160aJF5ra8NmnhlHD2ewZ1Wo3l7k9muxWIZG8QK23g01heVUs+N/HBST3l5OV/84hdjrnPdddfx1a9+1bSTbmxsNIlrbvQyj8fDunXrBnnInIlvQNjz5cuX+eEPf2jikktKSvD7/aYJibPihp4aXLBgAR//+Mf50Y9+xIULF0xlhi9/+ctm6m7RokW0tLRw+PBhAM6fP8+CBQvYu3cvU6ZMMV5P3e1vwYIFeL1eTpw4YTyKTg+rs/ICEBbW4vP5jOCfMWNG1N9U3wRcuXKFsrIyvF4vWVlZAGa6UYeB6LCO1tZW6urqaGlpCRNPzotSol7JRMWpxlltxFkRQ38nXsZ5LG+Qx+Nh1apVEfcX7X0s3OtG+02GOyU7lAv5SFz8UyF0rShJnvHqSMnLy2Pu3Ln09PRQX18f045bLBZLIsQK25gSeq4ClgKbQu9/F9idykGlismTJ1NfX5/Qus6L67333pv0dzTFxcVh33e+37FjB729vZSXlwPQ3t5ObW2tmVY/cOAAgUCA7OxsI4i119Dn84V5QN1irbi42CSTrF69Go/HQ0FBgdmuFtnubn/OxJEf//jHRlRDsG1rT08PXV1dvP766ya5pKOjg8rKypgeXV0d48SJE9TW1vKxj30srOGKU6zq4480NjexvJKxkuuc793rxWqI4hbUY1GEJeKpHYvjjsZ4Gmsmk8KGWSkhPz+fJUuWJDVDZbFYLIkQK2zjKQARaQRuUEpdDL1/kmCG9bjjj//4j8eUEXV71NzeQrfnUntHEomD0+s7hbsWIG6R7f4cgoJlzpw5eL1epk2bxvnz56moqODGG280Xml3bJ6OJdYtwJ01hnXcn1Iq7GLm9vhESohxj81JLK9koglsyTZhGevxsjYkwZIiUtIwKxWUlZXxu7/7u9ajbLFYUkIidZ6vBfyO9/7QsnHHWBLOEDvrOZnvpQodSuH2ELvLH7lFt7MzlbOKw2gntTgTFbWQj5dc535OVRxvKkmXp9ZWsMh4UtYwayT5whe+EBavbLFYLCNNIuL5+8BuEXk99P5O4MWUjcgyZojmBY4nztIpLt0CzllhQidXxhtbvOOzYQSRcd+YWDGdcYyLhllWOFssllSTSJOU/y4iPwNuCS16QCnVlNphWcYz6RSXbgHnFsuRxjbWwzDGC5HCkHTyp7N9+EhhxfnoMl4aZiXakt5isViGSiKeZ5RS7wLvpngsFsuwSUQsx/uOZWi4f+vq6mpTNUVXhRlJ7E3P6DDeGmal4n/NYrFYnCQknjOBnJycdA/BMgqkq5yaZTDu+PiRxt70jBrjqmGW/X+wWCyp5qoRz7pxiMViGT1SeWNib3pGh/HWMMuGbFgsllRz1YjnioqKdA/BYrFYxh2Z2jDLYrFYhspVI55vvvnmdA/BYrFYxiMZ1zDLYrFYhsNVI57tVJ7FYrEkTyY2zLJYLJbhkJWOnYrIsyLSLCLvicjrIlKQjnFYLBaLJWEypmGWxWKxDIe0iGfgF8BCpdQngMPA19M0DovFYrEkhm6Y9WTI6/w2tmGWxWK5CklL2IZS6k3H218Dd6VjHBaLxWJJDNswy2KxWIKMhZjnB4Efp2LDJSUldHZ2UlJSkorNWywWy1XFWG2YNXPmTN5//31mzpyZ7qFYLJargJSJZxFpAD4S4aNvKKV+GlrnG0Af8HKM7TwMPAxQVlaW1BhKS0vp7OyktLQ0qe9ZLBaLZfyQlZUV9myxWCypJGXiWSlVF+tzEflPwOeBTyulVIztfAf4DsCSJUuirheJc+fOhT1bLBaLJfPQl5AYlxKLxWIZMdJVbf41yfIAAAtOSURBVOOzwGPA7UopX6r2oz3O1vNssVgsmYuelUx2dtJisViGQrpinr8FTAR+ISIAv1ZK/dFI7+Tmm28mPz+f6urqkd60xWKxWMYI1tZbLJbRJF3VNipHYz8ej4cVK1aMxq4sFovFkiasrbdYLKOJza6wWCwWi8VisVgSxIpni8VisVgsFoslQax4tlgsFktKEZHPikiLiLSKyF+mezwWi8UyHKx4tlgsFkvKEJEJwPPA54D5wFoRmZ/eUVksFsvQseLZYrFYLKlkGdCqlGpTSvmBHwF3pHlMFovFMmSseLZYLBZLKikFjjneHw8tM4jIwyKyV0T2dnZ2jurgLBaLJVmseLZYLBZLWlFKfUcptUQptaSkpCTdw7FYLJaYpKtJypB45513zohIR5JfKwbOpGI8aSKTjscey9jEHkt8Zqdgm5nKCeA6x/tZoWURGaKdB/t/O1axxzJ2yaTjGVVbL0qpFOxr7CAie5VSS9I9jpEik47HHsvYxB6LZSQRkWzgMPBpgqJ5D/AflFIHR3g/GfO3tscyNsmkY4HMOp7RPpZx5Xm2WCwWy/hCKdUnIo8AW4AJwAsjLZwtFotlNLHi2WKxWCwpRSm1Gdic7nFYLBbLSHA1JAx+J90DGGEy6XjssYxN7LFYxiOZ9Le2xzI2yaRjgcw6nlE9loyPebZYLBaLxWKxWEaKq8HzbLFYLBaLxWKxjAhWPFssFovFYrFYLAmS0eJZRD4rIi0i0ioif5nu8QwHEXlBRD4QkQPpHstwEJHrRGSriPxGRA6KyJ+me0zDQUQmichuEfn30PE8le4xDQcRmSAiTSLyr+key3ARkaMisl9E9onI3nSPx5IarJ0fm2SSrc80Ow+ZY+vTZeczNuZZRCYQrC26imA72D3AWqXUb9I6sCEiIjXAJeD7SqmF6R7PUBGRGcAMpdS7IjIFeAe4cxz/XQTIV0pdEpEc4FfAnyqlfp3moQ0JEXkUWAJMVUp9Pt3jGQ4ichRYopTKlCYAFhfWzo9dMsnWZ5qdh8yx9emy85nseV4GtCql2pRSfuBHwB1pHtOQUUo1AufSPY7hopQ6qZR6N/T6InAIKE3vqIaOCnIp9DYn9BiXd6QiMgu4DfheusdisSSItfNjlEyy9Zlk58Ha+pEgk8VzKXDM8f444/TEzVREZA5QDbyd3pEMj9D01z7gA+AXSqnxejz/E3gMGEj3QEYIBbwpIu+IyMPpHowlJVg7Pw7IBFufQXYeMsvWp8XOZ7J4toxhRGQy8CrwZ0qpC+kez3BQSvUrpRYDs4BlIjLupltF5PPAB0qpd9I9lhHkZqXUDcDngHWhKXGLxTKKZIqtzwQ7Dxlp69Ni5zNZPJ8ArnO8nxVaZkkzoZixV4GXlVKvpXs8I4VSqhvYCnw23WMZAiuA20PxYz8CPiUiP0jvkIaHUupE6PkD4HWCU/yWzMLa+TFMJtr6cW7nIcNsfbrsfCaL5z3AR0WkXERygXuATWke01VPKPHin4BDSqnn0j2e4SIiJSJSEHqdRzBxqTm9o0oepdTXlVKzlFJzCJ4r/6aU+o9pHtaQEZH8UJISIpIPfAYY9xUMLIOwdn6Mkkm2PlPsPGSWrU+nnc9Y8ayU6gMeAbYQTFT4Z6XUwfSOauiIyEZgF1AlIsdF5KF0j2mIrADuI3i3uy/0qE/3oIbBDGCriLxH8EL+C6XUuC79kyFcC/xKRP4d2A28oZT6eZrHZBlhrJ0f02SSrbd2fmySNjufsaXqLBaLxWKxWCyWkSZjPc8Wi8VisVgsFstIY8WzxWKxWCwWi8WSIFY8WywWi8VisVgsCWLFs8VisVgsFovFkiBWPFssFovFYrFYLAlixbPlqkVE/lpE6tKw36+KyCEReXm0922xWCxXE9bOW1KBLVVnGXeISHaovuu4RESagTql1PF0j8VisVjGItbOW8Yy1vOc4YjIHBFpFpEXReSwiLwsInUiskNEfisiy0Lr5YvICyKyW0SaROQOx/ffEpF3Q4/loeUrRWSbiLwS2v7LoY5S7v3PFZGfi8g7oe3MCy3/qYjcH3r9h/ruPLTNvw8V1D/gGN+TIvJ/RGQH8H9EZIKIPCsie0TkPRH5w9B6M0Sk0fH9W0Lrvhh6v19E/nNo3RdF5K7Q60+Hjnt/6HeYGFp+VESeCh37fsf4ax2F/5t0lyPXsT8a2ucBEfmz0LJ/BCqAn+lxONb3iMg/i8hvROR1EXlbRJaEPvuMiOwKjeNfRGRynPFF+3suCC3bF/rdPjrEfy2LxTJGsHbe2nlr50cZpZR9ZPADmAP0AYsI3iy9A7wACHAH8JPQev8f8B9DrwuAw0A+4AEmhZZ/FNgber0SOA/MCm13F3BzhP3/Evho6PWNBFuBQrAzUCtwS2hf00PLtwHfDb2uAQ6EXj8ZGnte6P3DwF+FXk8E9gLlwNeAb4SWTwCmAJ8k2BFKj6kg9PwicBcwCTgGfCy0/PvAn4VeHwW+Enr9J8D3Qq//L7Ai9HoykO067k8C+0O/4WTgIFDt2GZxhN/qz4H/HXq9MPR3WwIUA41AfuizvwD+a5zxRft7/gNwb2h5rv497cM+7GP8PrB23tp5a+dH9ZGN5WqgXSm1H0BEDgK/VEopEdlP0OhCsCf87SLy56H3k4Ay4H3gWyKyGOgHPubY7m4VmpISkX2hbf1Kfxi6a14O/IvDWTERQCl1WkT+K7AVWKOUOufY7sbQOo0iMlVECkLLNymlLjvG+wntUQCmETT6e4AXRCSH4AVjn4i0ARUi8g/AG8Cbrt+nKvQbHQ69fwlYB/zP0PvXQs/vAF8Ivd4BPBfypLymBk/N3Qy8rpTqCf0WrxG8gDQRnZuBvw8d+wEJtoIF+B1gPrAj9DvmEryIaSKNL9rfcxfwDRGZFRr3b2OMx2KxjB+snbd23tr5UcKK56uDK47XA473A3z4PyDAF5VSLc4visiTwGngeoKeh94o2+1n8P9TFtCtlFocZVyLgLPATNdydyC+ft/jHBrBO/Et7o2KSA1wG/CiiDynlPq+iFwPrAb+CPh94MEoY4qEPk5zjEqpb4rIG0A9QWO3WinVnMQ2k0EIelTWJjo+ovw9gUMi8jbB32eziPyhUurfRnzEFotltLF23tp5jbXzKcbGPFs0W4CvSOiWV0SqQ8unASeVUgPAfQSnyBJCKXUBaBeR3wttU0LGDQnGuH0OqAb+XETKHV+9O7TOzcB5pdT5KOP945DnARH5WCj+azZwWin1XeB7wA0iUgxkKaVeBf4KuMG1rRZgjohUht7fB2yPdWwiMlcptV8p9TRBL8g81ypvAXeG4tvygTWhZbHYQdDgIyLzCV50AH4NrNDjCx3nxyJvwhDx7ykiFUCbUur/B34KfCLOdiwWS+Zg7by185YRwHqeLZq/ITh99Z6IZAHtwOeBbwOvSjDp4+eEewUS4V7gf4nIXwE5wI8kmIX8XeABpdT7IvI1glNwnwp9p1dEmkLrR/McfI/g9OG7IcPRCdxJMEZvvYgEgEvA/UApsCF0XABfd25IKdUrIg8QnHbMJmgk/zHOcf2ZiNxK0KtzEPiZa5vvisiLwG49XqVUrKk8CP7WL4nIb4Dm0HbPK6U6ReQ/ARsllOBC8OJwOPJmgOh/z98H7gv9PqcIxsxZLJarA2vnrZ23jAC2VJ1lTCEi24A/V0rtTfdYRhsRmQDkhIz8XKABqFJK+dM8NIvFYhkxrJ23dn68Yz3PFsvYwQNsDU1RCvAn1qBaLBZLRmHtfAZgPc8Wi8VisVgsFkuC2IRBi8VisVgsFoslQax4tlgsFovFYrFYEsSKZ4vFYrFYLBaLJUGseLZYLBaLxWKxWBLEimeLxWKxWCwWiyVB/h9gRsRhg3RngAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -944,7 +922,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -997,7 +975,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1026,7 +1004,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAyYAAAEKCAYAAADnxkFWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy86wFpkAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3hURRfA4d9sT+89EHrvHRREQAQrFhQVELBhxy4qdv0AG4ICCqKoCCIC0qRJ773XEJJAei+b7TvfHxtCMSA9lHl97iO7uXt37g3s2XNn5oyQUqIoiqIoiqIoilKRNBXdAEVRFEVRFEVRFJWYKIqiKIqiKIpS4VRioiiKoiiKoihKhVOJiaIoiqIoiqIoFU4lJoqiKIqiKIqiVDiVmCiKoiiKoiiKUuFUYqIoiqIoiqIoSoVTiYly1RFCJAohupT+OUoIMU4IkSqEKBZCJAghfhJC1Cn9eRUhhBRC6E45xk9CiI9P2WfLKfuECiHsQojEy3RqiqIoyhVKCLFMCPF46Z/9hRAjhBDJpbEnvvRxaOnPy+LUCa/vJ4RYdZrj5gkhjKc8X16cmnvKPr8KId6/yKeqKBVGJSbKVUsIEQKsAbyB9oAf0AxYDtxyHof0EUI0OOHxw8DhC22noiiKcu0QQhiAf4D6QDfAH2gH5ACtzvFYVfDELwncdRYvaSOEuOFc3kNRriYqMVGuZi8BhUAfKeUh6ZEvpfxRSjnqPI73C/DoCY/7Aj9fjIYqiqIo14y+QGXgHinlHimlW0qZKaX8SEo57zyOtQ74iZPjz+kMBz4+x/dQlKuGSkyUq1kXYIaU0n2Rjvcr0EsIoRVC1MXTA7P+Ih1bURRFuTZ0AeZLKYsvwrH6ApNKt1uFEBH/sf+3QK1Th4kpyrVCJSbK1SwUSD/2QAhxlxAiXwhRJIRYeMq+2aU/yxdC5OMZpnWqo8B+PEHnUVRviaIoivJvIUDaWew385S4M/rEHwohbgTigKlSys3AIcqPTSeyAp+gek2Ua5RKTJSrWQ4QdeyBlHKWlDIQzxAvwyn7hkopA49twG+nOebPQD/gITw9KIqiKIpyopNizxn0OCXuPHPKzx8FFkops0sf/8bZDecaB0QIIe482wYrytVCJSbK1ewfoIcQ4mL+Pf4TuB1IkFImXcTjKoqiKNeGxXiGXfmc7wGEEF7AA8BNQoh0IUQ6nptqjYUQjc/0WimlA/gA+AgQ59sGRbkSqcREuZp9CQQBvwghqgsPP6DJ+R5QSmkGOgGPX5wmKoqiKNeYX4AjwJ9CiDpCCI0QIkQI8ZYQ4razPEYPwAXUwxOzmgB1gZV45p2cTRuMeKqCKco1QyUmylWrtPu7DZ4xt6uAImAbnknrT1/AcTdJKQ9djDYqiqIo1xQppbThmYu4D1iEpzrkBjzzHs+2YMqjwI9SymQpZfqxDfgGeOTUtbfKaYQLeA8IPs/zUJQrkpBSVnQbFEVRFEVRrmili/B+KKWcWdFtUZRrleoxURRFURRFOQMhRH08Q622VnRbFOVaphITRVEURVGU0xBCDAMWAm+ooiiKcmmpoVyKoiiKoiiKolQ41WOiKIqiKIqiKEqFU4mJoiiKoiiKoigV7ozl6M5XaGiorFKlyqU4tKIoyjVp8+bN2VLKsGOPb73ZR+bkusrfd4dtgZRSrV9wFlQ8UhRFOTcnxqMzxSK4+PHokiQmVapUYdOmTZfi0IqiKNckIcRJk2qzc12sXxBb7r76qEOhl6VR1wAVjxRFUc7NifHoTLEILn48UkO5FEVRrkgSl3SXu50NIYRWCLFVCDGnnJ8JIcRIIUS8EGKHEKLZRW++oiiKcg04fSw623h0Li5Jj4miKIpyYSTg5oKqJr4I7AX8y/lZd6Bm6dYaGFP6f0VRFEUpcxFi0TlRPSaKoihXKPdp/vsvQohY4HZg/Gl2uRv4WXqsAwKFEFEXr+WKoijKteJ0sehs4tG5Uj0miqIoVyCJxHX+60yNAF4H/E7z8xjgyAmPj5Y+l3a+b6goiqJcey4wFp0z1WOiKIpyhXIjy92AUCHEphO2J4+9RghxB5Appdx8hkOLcp5Tq+0qiqIo/3K6WHQphnipHhNFUZQrkAQcp+8mz5ZStjjNz24A7hJC3AaYAH8hxK9Syt4n7HMUqHTC41gg9QKbrCiKolxj/iMWXXSqx0RRFOUKJAGXlOVuZ3ydlIOllLFSyipAL2DJKUkJwCygb2l1rjZAgZRSDeNSFEVRTnKmWHQphnipHhNFuQz2rN2Pl68XNquNpF1HaHNnCwJCyyuWpCjHXcx7VEKIgQBSyrHAPOA2IB4oAfpfxLdSFOUKtn7eFuLqx5K06wgOu5PmXRvj5WOq6GYpV7ALiUVCiEA8hVga4MlzBkgp155uf5WYKMollHU0h33rD/LNCz+Qm55PZJUwAkL92b58DwM+fZjQ6OCKbqJyhZJIXBc4fldKuQxYVvrnsSc8L4FnL+jgiqJcVeK3HcZcUML79w7HaXdRu2UNLMUWUg6m0W1AJ3WzTCnXRYhFXwPzpZT3CyEMgPeZdlaJiaJcQsl7j/L9G7+Ql1GAVqshKyWX6JqRWEtsPNvyTZp1bkB6cjafzhkMQqi7VspxElxqOrqiKBfJzpV7mT5iDk6HC51By9EDqTTuWI+96w+y5Z+dWM1WQqODeef3l7GarXj5elV0k5UrwQXEIiGEP9AB6AcgpbQD9jO9Rs0xUZRLqG6bWqQnZCLdEpfTTVG7mqxLzmb1jA0M+f0ldqzYx64Ve3nz1o95tuWbLJ+6pqKbrFwhPItalb8piqKcq+pNqpJ+OAskOO0uzAUlrJ2zmfVzt/DGxOc4sCmBFdPW8e0LE7gv7DGS9h6t6CYrV4AzxaKziEfVgCzgRyHEViHEeCGEz5leoBITRbmE9EYdITFB6AxaAEIOZVIv0BeQ7FlzgMzkLAD2rj8IAmZ+83cFtla5sghcp9kURVHOVWzNSPQmPUIr0Bv1+Ab5EBodjG+QD9++MAGn3QnAX9/OJ7ZONNO+mFXBLVauDKePRaXx6LTl6/GMzGoGjJFSNgXMwJtnejeVmCjKJbL8j7UUZBXy5PA+RMSFAWA5kkvP57rz5fKPmFr6oa8zaNEb9TisdgqyCvlh8CT2rN1fkU1XrgAScEhR7qYoinK2pJTMG/8P3v7e9BlyP35BPjhsDorzzHy57AOeGPoIGxdsA8Dgpcfb34uMxCzyMwsZ3v8bso7mVOwJKBXqTLGoNB5lSylbnLB9f8LLjwJHpZTrSx9Pw5OonJZKTBTlEhnz0o+smrGB0S/9REp8OgBGbwMjnv6eQTe+Q0F2IQBOhwu7xY650MIdA7uStPcoeqOOnpGPc2h7YgWegVKRJKgeE0VRLlheRj7fvTqR3Wv3M/G93ynMLgbAP8SPp1u8wWf9R2MpsSIE2C0OSgotxNSIIrpmJJYiK1lHsrk/fAAWs7WCz0SpCGeKRf8Vj6SU6cARIUTt0qc6A3vO9BqVmCjKJdJ7SE8a31yfgsxCkOAf7ofb5cbtdKMz6kBC69ub0vnh9gghMOeXsPjXFXTp3YGazarzzu8vEVcvtqJPQ6lAbinK3RRFUc6Wf4gfvYf0JC89H5fTjdAI/EN9sRRbEZrSzxMX3P5UV5p0qg9A4p5k9q49wCPv3EftVjV45/eXVXGW69jpYtFZxqPngUlCiB1AE+DTM+2sEhNFuQQcdgc2i503bvmImJpRABTlFOOwObFb7Wi1njkn6+duZdvSXTToUBe3dJOemEmzWxoB0Pim+uj0qnDe9Ur1mCiKcjEU5ZmxW2x89/JEfAK9kW5JSZHVM5wr14zRxwgC/h7/D5nJOURVD8ftclOQVUSNJlXRarU0ublBRZ+GUkEupMcEQEq5rXSIVyMpZQ8pZd6Z9leJiaJcApYiK4t/XU5hdhEpBz0LasvSentSAuJ47b2c1DzqtavF+9NfpyinmL9Gza+IJitXGInAhabcTVEU5WxlHclm+bS1aLQazPklADhtnonuUkq0Ws+XS5fTRWp8Oh/MfIMez99G6qF0dqv5jte9M8WiSxGPVIRTlEvAP8SPMZuG021AJ3QGHUJ38l0Fm9lTxluUBoS/Rv3N+z2GozNqaX1HM6YMm3HZ26xcedRQLkVRLlSt5tX5dsNQwquEllWIPFFJoZUT1897vcuH/PnlbCLiQrBZbCz+ZfllbK1yJbrAoVznRCUminIJBUUG4LQ7kU6JVqdBiJP/ER/rRbGabZ7Hbpg7bjGT/6cSk+udRGCX2nI3RVGUc6E36DF5mXDaXQBo9CfEolO+W+ZnFICEorwS/ho1nynD/7qMLVWuNGeKRZciHqnERFEuoUfff5DpOT/StHMDQqJDMHjp0ZT2nvgEeB9PVErvVrkcLhw2JyPXfFJBLVauFJ5FrTTlboqiKOdq2KIhTM/9kciq4QRHBGP0Mnh+ICEwzO9fCUpJoYXWtzfj49lnXHZCucadKRZdinikIpyiXGJ+Qb68N+1V7nmxO067E7dbotFqsJptSCnLgoFWp0FoBEunrCKuXqWKbbRyRVCT3xVFuVg0Gg1+gb6MXPspDW6sg8vpwuBjAAFFBSVlN8iERqDRaUADc8ctIrJKeMU2XKlwFzL5/Vypkj+Kchn4BPhwx1Nd2bp4J3Va18BSbGXp76vJSytAq9dQtWFlspJzKCm0YC2x8d2rP9PtsU7E1VXlgq9XUgpcUt07UhTl4goKD6Dfhw9SUlhCzebVsJXYmPvdYuwSjF4GAsL9cdqcZKfkcmBzAt+/9jO9Bt+Df7BfRTddqQCXOxapxERRLhOTt5FP5r4FgLXExt/j/yGiaiipBzM4vPMII1d/zJLfVqE36Di85yjmgpIKbrFS0dyqd0RRlEsgpkYUn8zxxKOU+DSmfTmHyKoRpCdkIDSC35LHMurZ8VRpUImt/+zCbnVUcIuVinQ5Y5FKTBSlAljNVnwCfOj8cHuqNIjjs/7f8OKN7+C0O9FoNLil5IPpr1V0M5UK5Kkdr3pMFEW5tIrzSwiODOLx/z2M2y359OERPFxpICVFFrQ6DYHhAYRGB1d0M5UKcrljkUpMFKUCBIYF8Ovh0WWPV0xdg0arwW53sHr6BkJjVBBQ1FAuRVEuvdotqvN7yvcA2G0OGtxQh2qN49i/6RD718dTqXZMBbdQqViXNxapqKcoV4CYmlHsXnuAAxsO0f7+1mSn5NK/zgsV3SylAknAIbXlboqiKJeCEFC1QWUW/LgMW7GN+u1qs3XJTj64//OKbppSQc4Uiy5FPFKJiaJcAfp//BCDf32B2q1qsPHvbWh1WtITszxVu5Trklr5XVGUy01v0PPC6Cd467cXQcDuNZ6V3/etP1DBLVMqilr5XVGuUw1uqMPgSS9i8NLjF+yL0+7ks37fMmWoWmzxeuWWmnK3/yKEMAkhNgghtgshdgshPihnn45CiAIhxLbS7d1LchKKolx12t3Vkv/NfwetQYOXr4nslDy+e3UiS6esruimKRXgdLHobOLRuVKJiaJcQQxGPQM+fpiIuFAAiguK8Q9RJRqvR8cmHJ7nHSob0ElK2RhoAnQTQrQpZ7+VUsompduHF6/1iqJc7UKjg3nkrfsx+RgBcLskPgHeFdwq5XI7UyxSPSaKch24/clb+Gb9UN6d9ioDPnkEnUHHj+9MruhmKZeZROCS5W//+VqP4tKH+tJNjQtUFOWc9Hm3J1NTx/PS9wPp9WYPdq/ex8KJyyq6WcpldKZYdDbx6FypqlyKcoVqf29rAOxWOwGhqtfkeuS+gHtHQggtsBmoAXwrpVxfzm5thRDbgVTgVSnl7vN+Q0VRrlm3Pd4ZgHptaxEYEVixjVEuuwuJRedKJSaKcoWr1bz6ZX9Pl8tFanw6Rm8j4ZVCy93HZrFh9DJe5pZdP6QUZ6p4EiqE2HTC4++llN+f/HrpApoIIQKBGUKIBlLKXSfssgWIk1IWCyFuA2YCNS/aCSiKcs1pfXvzy/p+brcbIQQHNh0itlYUPgE+5e6n4tGl8x+x6KJTiYmiXMdmj1lA084Nia4RSXGemT+/mkNKfBqbF+0gvHIIR/enM3Ldp4x4cixv/voC8dsScTlcxNSM5KX27/LBjNdZM2sjL45+oqJP5Zoj4Uy147OllC3O6jhS5gshlgHdgF0nPF94wp/nCSFGCyFCpZTZ599qRVGUc+d2u5n86QzuevZWfAN9SN57lM0LdzD/xyXYLHbMBSU4bE6+XvMxXwwYzWdL32fBj0upUr8SqYcyGP3iBN7981XiNyXw0Fv3VvTpXFP+IxZddCoxUZTriN1qZ+2sTbS9uyVD+3zN/g2HSIlPY+Y389FoBBqNhpCYYPRGT2UwKSURcSFEVgnn/Xs/I3HXEao0qETD9nWRbjczRs7l8K5kzAVm3po0qKJP75pzvhMLhRBhgKM0KfECugDDTtknEsiQUkohRCs8cw5zLrDJiqIoZyUvI5/4bYnE1ori2xcmcGRfCgc2H2L931vQajUIIfDyNeHt701obBAlBRZCogLRGXQMvvUj9q4/SJs7WpCZnI3dauf7V3/B5XJhs9rp92Gvij69a4pa+V1RlEsiYXsSXz01lgU/LWXTwu3c88Jt7F1/ELfLjcvhmRudGp8OQEzNSPyCfLg3ZAB6gx671Q4C4lNzMO45ipQSh91B9tFcti3dTXZKDpsW7qBb/5sr8hSvGRKB+/wnFkYBE0vnmWiAqVLKOUKIgQBSyrHA/cDTQggnYAF6SbVwjqIol8nqmRv46d3fqdO6JtuW7OLRDx9k3vjFuJ1uXHYXALYSO/mZhTzwxt1MHzGXe0MGoDPocNqdIGDNXxuJqxuLl68XRm8D+zfEs2PFHuK3HiYnNfeyDz27Fl1gLDpnKjFRlGuQpdiCw+5kw7ytBEcFkrA9kZ/e/Z0WtzbBaraxcf42AsL8mf/jEpx2F9It0Ro0uOzusmPsWrmv7M92qx0Ao5eBko412XMwC63LzYEtCWi0GiKqhPFMyzfRG3S069GChG1JNLm5wWU/72vN+d6lklLuAJqW8/zYE/78DfDNeTdOURTlLORnFWDyMfHXN/NpdVsTJv9vBmtnb6ZSrWiK84pZP2czJh8jf46YS256HtItEVqQruPH+GP4Xxy7beK0OwHQaDS43W6S9npulKUeSkdoBRFx4Qxq/w61W9agetMq5KblV8hczWvJ5ewxUeWCFeUakZ6YyaePjMDtdvPRA1/yYc8v2LRwG98+P4HvXv0Ft8uN0dvA8MXvotVrKcgqJKpqBEYvAxFVwk5KSk76ZDjhRomtxI739O34JuWChJJ8C26Xm/0b4gmOCqSk0EKvmKf4rP+3l+28r1WS819gUVEUpSJtX76bca//AsCgG4cw9pWf2L16Hy/e8A5r/toEUtK8W2Pen/EaAC6XG40AHz8vgqODPEnJsdgjoLy+XLfLDRIMJj1IKMopRrokSyatILZ2DIe2JfJozRf49cNpl+ekr1FnikVqgUVFUU7L6G0kpkYU6+ZsZvOi7Xj7efHPryvJScvjnpe647A5WTJpFfVvqEOHnm3w9vMiKCKAhwffQ/0b6p50LC8fEwBanabc1S+sxTa0Oi0avecjRLolh7YlYrfaiYwL47H/PUxhTuG/X6icA4HrNJuiKMqVzDfQh4gq4Yx781eyjuSwf+Mh1s7ehNHLyM0PtsVqtjH72wU07dyIOq1qEBjmT80W1Rnw6cP4BZVW3iqNPb6lizpqtOV/ZbXbHOhNOk+CArjdkqTdyViKrTTqWI8b7mmFy+Uq97XK2Th9LLoU8UgN5VKUq9zmRdv55vkJ5KTlElc3loUTlxEcGUjP1+4iIi6MDX9vZemOZDQmPR3va8PE96aydPJqAkP9SdiexM5V+3DaHDTqWI8dy/eABEuRFQCX041Or8XpcBEeF4q50EJEpRASdiTjcns+6I3eRmwlNpBgtzo4sj+V4f2+JTA8gClHvqvIS3NVk3BZSzQqiqJcqOlfz2XBT0s5eiCN+u1qYy4wExobxOBJLzJh8CSOHkxj+R/r0Om19H73Pt65/VP2bYynUu1odizbzfo5W9DqNdRoXo2EbYm4XW6K80sAzw0wrU6D2yUJ6tIIS3wa/rjJOJyNw+UZ3qUzanHaXDhL56hsXrCNzfO3sfyPtXw6960Kuy5Xs8sdi1SPiaJc5Wo2r0ZxgRlriQ2E4M1fXyAiLpzVMzYy4JOH+GLFh7jqRhLVrAortxxg6vC/CI4IpFLdGIKjg7n72W4AJO85ChKqNKyE0AgCIwIICPPH6fB8wGcdyUa63STsSAYouztlK7Edb4wGhEZw+5NdeOD1uy/vhbjGSCnUUC5FUa4qrW9vRtKeo0iXm+CoQB4f2gedXs/+DfEM+u4p3p78El5+XoTXjObPH5eza/V+KteJQbqh4U31adW9CdItyUjMwu1y0+CGOggh8Av2JSDcH5fTjZSS3JQcdHotGYezQRzvTSmbl1J6I98/1I82d7bg/lfurJgLcg04UyxSQ7kURfkX/2A/qjWKo1GHuoTEBDGs7ygGT3qRgZ/35aHKAxnY+BX++PIJbhvUnZzO1XE5XVhLbIREBXNkXwpeviZu6NGS4nwzYZVDcNic6I16Wt/WDIvZihCC2LrRSDeUFFgQGs8nvtPhRKMTxNWLxeRdurCVG7Q6LUsnr+aX96eSnZpbgVfm6ueSmnI3RVGUK1Fk1XCiqkbQ6rZmIOHrp79n3M4vaH9/G3rFPMXnj43m95Tvqd2jFSVVwnG7XOiNeozeBnav2kfNljVo3LE+dosN30Af0hIz8PI10rHXDeRnFKDVaajRtArsOUrRgTRPPJKexESr09C0S0M0WlE2DMxpc7FpwTZGPj0Ou81Rodfmana6WHQp4pEayqUoV6HfP5tJWGwonR66kSP7U9i1ai8mbyMGLwN+Qb5IYMuSnRQGGrEF+/BG1w+JqBJOD7sG4+Odqd2iOvPG/4PNYmPiu7/TrEtDNDothdlFSCmxWxws/Gkp3v7euBwuclJy0eq16AxavP28KcguwO2UICA1IR2jlxFh8fTYuBwuqjeOQ2gE5oISQqODK/pyXZUk4FbzSRRFuYJZzFamDJ1B866NadS+HutmbyL1UDo2iw0hBNUbVyEtIYMdK/bicrmI35rAa10+oE6rGkSn5NB40B3UaVGdsa9OpDCniJ/f/Z0W3RpjNBmwFFspLjCDhLnfLUJv1KHVakhNyAABPgHeuF0SS5GlrFJX4s5k9EY9dqsDjUZgLiyha7+OZCZl47A5MBj1FXzFrj6XOxapxES5amQmZ/HJw18zbOEQ1szcwI33tsZgMlR0sy6bZ4f8xI7522gbGc7+NQeIrhqO1Wzl9+EzkRIKc4rp/ngn7n6mGxPe/BWL2YqfjwmTj4kdK/YQEp/O48N6s2LqWn546zeKcosxehtw2Jwk7jmCTqcFJE6HC+9ALyyFFswFJWi0Av8gPzLNWbidGgLD/dFoNORl5OF2SZx2Fw6r2dNIKdFoNXj7e7Nl0Q5ia0ZV6DW7ugnVO6IoV6jty3YzY9Q83p48iBV/rKXzIx0qukmX1UOVB1KcV0RknViyD2eSmZTNvnUH+eWDPzD5GMg6mkO/D3txa7+bGdz9Y+q1rY2htGdk+7Ld5GXk89Dge1ny20oW/riEolwz/qF+FOUWYymyYS4swS/Ej4KsQrwDvCgptOCwOXEIqNWgBvFbEnA5XQRHBeHtZyIvIx+3S5Kbnu+p1gW43BKhFUi3xFxQgo+/dwVftavVhcciIUQiUAS4AKeUssXp9lWJiXLV8A32RQh4IPpxLIVW+n/Ui4ffvq+im3XZ6BNz0SbnsyLEn6YPtaG5nx8/DJ5EXP1K5KYX4MDBtqW7STuUScde7Vg1fQOWvenc++JtrEjMw+2WDH1kJAYvPXaLg8Bwf7wDvEk9mE5uan7ZmNy2dzVn7V+bERqByUePdEOycBFWMxJbci7ZqbmUFFkwehkQGg1OuxOnw+UJBgKeHdWfyrVjGfjFo2h1avL2+fKUaFQ9JopyJQqJDiLtcAZ3+ffBaXcRGhNM447Xz9pNbqcLq9lOvLcvtz/RmHCTjp8/mEqTm+uzaeF2BIJpX87GnG+myc0NKMwuwm5z8Piw3vw0ZAolBRaG9RmF0ApcLjehdaKgwIp0S/as2490SYpyi6jbtiZ7Vh8om/dYmF3EgQ3xxNWNIeNIDkJCTloevoHeCCE8E+UFIEFn0PH0V4/S4Ma6+AX5VvQlu2pdxFh0s5Qy+792UrfjlCtaXmYBnz82GofdwZhBE9i9ej+WQk/FKJ3h+sqrX377QTrd1BD/1QlYl+9n6ud/ERDmz1OfP8rtT3YmKCqQwuxCmnZuSKeHbuTFMU9QrVFl9m88RKvuzchNyyMsNhi3S2L0NpCfWYjVXDpxXVD2YZ645yjgqYDicrqxWew4YgLIk25PhZRcMy6bC5dLEl45lNotq9PtsZvxC/EDCb9+NJ30xCyiqkVU2LW6FkgEDqktd1MU5fLbu+EA35euzfHOXZ+SsC0Jp92FRivKKkddL97781VqtqiG757DrPxuAb8Pm0nbO1tw58Bb6T6gMwYvPQFhfoREB/PMiP7cOqATjW+qxx+fzeLG+1pTlFeMyc+IQCBrRZDQKAq9SYcjJhD8vdAZdLgcbgqyipAagaVuJEUFJWW9IbmZBVjNVlLi00F6KkjWbFaNGk2r8uDrPdCbPKvD//XtAopyiwmLDanYC3YVO1MsuhTx6Pr6Zqdcdca9/guLfl7Ogh+XHn9SQNUGlbjzmVt58cZ3uG/Q7XS4v23FNfIyqVwnhnenvgLA/B+XsGXxDp78rC/rZm9m6eQ1VG8Ux86Ve5kxci4ZyVn0+7AXt/TtSOKuI8TWikJKiUanxWl34hPgj63ETm5qnufgEnyDfHDanKQdzCh7T4fNya0DbmbBhKXojDoadajPrlV7cdgd2C12Ug+l47Q5yUnLpyiniEFjn6Rp54ZEV4+siEt0zXGre0eKcsUY1mcUKQfT+ePzWWXPaX0NNL2xHi27N+XB6CcYtuhdqtSvVIGtvDzqta3N6A3DABg/eBLS7ebBN3rw2yfTWTxpJa3vaMHKaWuZMnwGRXnFPPz2fUTXiKbtnS3ZtWYfNovdM4fRacUnvRAOZ5Nud+FsWx2O5uFlsePlZyI1Ph1p1GKPC8aYkEWLu1uyttiJbeN+WnVvysYF2xBCYCmyeuaxOFw47U4cVidjNg8jOCqI4MigCr5aV7//iEWhQohNJzz+Xkr5/Sn7SGChEEIC35Xz8zIq6ilXrInv/c7ixduRPsaTf1B6d6Q4z8zALx6laeeGFdPACtStfyfemjSI0Ohg7njqFnLT89ixYg8BYf5UrhPDjuV7SNieyOGdyaybs5mNf2/lqc/6kpuWT4Mba1OQ5Vn80NvPVHZM6fbMLwmMCAAgINTP8/8QP4IiA3HanOxcvRebxY7Ry/M7cdpdDPp+IMERATTv2piu/TqqpOQikRJcUpS7KYpyeb112yekHc48+Ul/H1w1q1NSWIJWp+GNX16gUu3oimlgBXr8f4/wxLA++Af7cdczt2IttrJ50TYi4sKIjAvnn0kryU3L48CmeGaOmofL6eKhwfd4FuStFo6lwILG7sIvxAevtYfQH83FYNTjsDkxehvQWJ0EL96HsDi5pWcbvPcmYS8sYfPCHUiXRFtaKtjldDH4txewmK3cObArNZpWU0nJRXCmWFQaj7KllC1O2MpLOm6QUjYDugPPCiFOOylLJSbKFWn78t2EVw7FFhGM+5Sxof6hfjz79QDCYkOo27qmGjsKfDTrTYYtHEJWcjZSwr0v3Mb0r+dSmFOEt78XW5fuYumUVXj5mvAJ9FyvkJhgHI7jq+EavfU47U7yMwoAKMorBmD1jA28M2UQAPYSO2/8/Dx6k54ufTrw25GxdB/QiayUXO554Tb0BlXx5GJyS1HupijK5bNqxnpqNKuK2+k++QeFZuKkhRdHP4lWq6VZ54bX/by6qGoRvD3lJR77+GEyEjMJDA+g88Pt+ePzWfiH+GEuLGHD3C0s+nk5YTHBIEGr1eAT6IW5dDicRqvBP8gXp92JtdizeK+Unvq/iyau4NEXbwNAq9Pw9Ih+GLwM9HmvJ7+njqPxTfUx55fw4Bs9KuoSXJNOF4vONh5JKVNL/58JzABanW5fNZRLuaK43W7mfreIH4dMpijXzLGaW8dWcwUoyini62fGMfHAqIpr6BWmze3NAfAL9iM/u5DMIzk4rA42LNlKlYaVkG5J4u4j1G5Zg12r9qLVa8lJyfUMi2scR25aHrmpBQSE+VGQVQSlZeB9Ar1xuVy82fVjuvTpwPZlu2nUsR5dHunAU1/0RaPx3Nv4NWF0BZ79tUki1GKKilKBzIUlLJ28mpHPjUO65PEflM7HAziyM5lxb/zC//5+p0LaeKURQtDxgXZYii2MfG48Or2WkmIr8dsS2bN2P+GVQinML8HscNGgYRzblu7C5XJjzrcgNFCnVQ0Obj1M5pEcQisFk33EsxaWTq8jMNyHxN3JHNySQNPODSgptNLghjr0euMeep2QiEzP/rGCzv7adKGxSAjhA2iklEWlf+4KfHi6/VXUU64oeRn5jB70I0W55rLndHotlWrHAvDkZ33o+dpddOvfqaKaeEX7duNQhvz+MrvX7CcoKoihi4ZQnOe5lg6bk7SEDBq0q0OLro2JqRVFWGwI0iW5pXcHtHoNthK750ASYqpHUFJQQtNODanepAp3PdON0JhgwmNDefqrfmVJiXLpuBDlboqiXHq7V+9j1HPjT0pKtHotddvURAjB21MG0euNHtzc68YKbOWVycvXi/G7vuSuZ24l5WAq1ZvE8fHsNynMLcZVKRRX61oc3HyI2x/vQmSVcEJjgmnUoR55GQU89GYP3KXJCoBWryGySjg5KXlUb1aF5rc24ZY+HalcL4ZazauflJQol8bpYtFZxqMIYJUQYjuwAZgrpZx/up1Vj4lyxTh6MI0BdV9EuuVJzz/2v0e46YF2zJ+whFv734x/sF8FtfC/WcxW3r79U9785QV8SodQTXh7MjkpufyRPv6Sr7sSWSUcgC+XfVD23NerPuaPz2dTtXEcXz0xlvf+fA2dTsv6OVuY+sVfBIb5M2/cYgJC/clNyweg1W3NuP/lOzi4JYGqDSuz/I+11G1dk5FrPr2k7VeOU+WCFaXirJqxno8e+LKsChSAydtI/48fonOf9swYMY/297ah4wM3VGArz+zI/hRGPjuej2a/iQBmfvM3s8cuxNffm7FbP7/k7x9XtxJxdSvRtHOjsuc+X/I+C39ehsHXxLRZG3jis96069GSZVPXMO/7RYTGhTLl52X4h/lRmFUEwIOv30ONplUoKbSQl5HP2tmbuaXvTdzS96ZLfg7KhcciKWUC0Phs91eJiXJFWPTLcpAS/xA/WnVvSsdeN5C0+wgtujamasM4APq827OCW/nfzAUlFGQV8nSz1ynMKSp7/r1pr1TYYpDhlcN4duQAAGJqRPByhyGM2TyciGphjNk8nCMHUnjn9qFoDZ6x0UIjCI0J4o1bPuSrlR9Tv11tJuz9ukLafn0TOFVpYEW5rKSUzPh6HiVFFqJrRNDghrq0v78NR/alcEOPVmU3f/p91KuCW/rfivNLOLo/hZ6Rj2MtspY9/9bqjyusTbVbVKd2i+oAhIYFcF/YACYljaEor4gHX7uLyVNWMnlPApGzdgLgF+TDlkXb+X3YTP7IGI/Jx0j3xzpXWPuvT5c3FqmxGMoVYes/O9m2bDdvTx7E6z89R8qBNFIOppclJVeDvesP8vZtn3Jkf+pJSYnQCJL2pFRgy46r06omTTo1ZO3sTQzrM4qX2g8hKzmXP7J+wMfPmy59OuAT6I3d6qBqozhmjpoHQEiUqmxyuamqXIpy+bmcLlbP3EBhXhHv/vEqr4x/mjUzN6LRaMqSkqvBmlkb+eC+z8hOyTspKfEO9Cb91OpiFaRl9ya0uLUJnzz4FR/e/yWv3Pw+nW+ox/T3+yAQtL+vNVq9jvAqYUTXiGDW6AXoDXoCQv0ruunXlbOoynVRqcTkCuV0OJk3/h8Obkngu1d/Pu1+mclZ5KTlXcaWXTzD+33DxvlbAXhu1GNkp+SW1X+/54XbGDT2yYps3r988vAIfvt0+knPpR5KZ9nUNcz+biET3ppEwo6kk4ai6Y16nvy8D9E1rowSukcPpLF54XY69GxL3TY1qVwvllljFtAr6kleGPMk6YczufOpW5FuybcbhvLqhGcqusnXNbfUlLspyuVUkF3IksmrWDdnMzNGzjvtfkl7jlBSZLmMLbs4XE4Xr3Z6n6MH09Dpdbw49klSDqRRtUFlAAaNfZJ7XritYht5iicavcza2ZtOeu7glgSWTV3D75/9xTfPjycn9eTvBt7+Xjz+ycOEXiGLDW5bupsN87bw6o/PElcvFv9QP75//WcerzOIEas/5si+VDr0bEu1hnGM3jRczSWpQKeLRZciHqmhXFegVTPWk5dRwIIfl/DsyMdw2Bx89OCXDPruSTKTspk+Yg7129Wm1R3NeaHd21RtHMfuVfu58Z5WvP7TcxXd/LPW+rZmxNby1Hz39vNi2IIhFdyiM+vzbk+8/b1Oem72mIUsn7qagpwinCeU3j1Gut3c9+IdCHFl3OX2C/LhzoFdia4WSeqhDJ76vA/VG1clNT6NJjfXp+WtTU7aX6dXHxEVxVMJ5fz+3gghTMAKwIjnc36alPK9U/YRwNfAbUAJ0E9KueWCGq1cc2aMnIfOoGPV9HX0fOUuclJz+OKx0bw0biBrZ21i3/p4qjSoRLUmcTzfejBd+3VkwY/LePqrR7njya4V3fyzotVpualnW4JK13CqXCeGT+a8VcGtOrNXxj9NXL3Yk54b98avHNySQHGeGY32318YgyICufPpWy9XE/9T9cZV6P3O/bicLrKP5vLRnDfxDfQh9VAG1RrGMW7nlxXdRIULi0XnQxyrDX0xtWjRQm7atOm/d1ROknY4gzljF1GreTXMhRYatq/DnO8WMX3EXOq2qcmhbYnccE8r3G7JymnrqNqwMsn7j+KwODH6GGh7ewvenvJSRZ/GdWnXqr0smLiMwzuT2b8hvuz5p0f2597nrqw7bcdsXbKTem1rlS2WqFQsIcRmKWWLY49D6obJbj/1KHff39qMP2nfco4lAB8pZbEQQg+sAl6UUq47YZ/bgOfxJCatga+llK0vyslcQVQ8Oj87V+7l0LZE7FY7lerGUL1RHMP6jmLHyr0079KI3Wv206RzA4IiAvl73D/UbF6VQ9sTcTslBm8DAz5+mPsG3V7Rp3FdWj51DRvmb2X78j1knDBs67vtn1GtYZWKa9hpuN1uNi/cTstuTSu6KUqpE+PRmWIR/Hc8OldqTEAFStiRxOwxC5kx0rMS6uePjWHZ76up26YmWUezGXTjEGZ8PQ/fYB90eh12q4Olk1ezbcku3C43BVkFOKxOAEJjQujcpz0jnx3PimlrK/jMrj8NbqzLM1/1Q2/QceuAm9FoNWh0gjrNq1d0006raaeGKim5gh2rhHI+C1pJj+LSh/rS7dS7UHcDP5fuuw4IFEJEXcxzUK4e+zfF88PgSaybsxlzgZnPB3zLgp+WcPvAW1jy2yreuWsoO1bsJSQyiNSEDKxmG+tmbWbrP55JylkpubhLy+pWrhND45vq8nGvrzi4JaEiT+u6dNMD7Xho8L0EhvnT+o5maLQCL18ToTFXxhCuU2k0GpWUXMHOFIsuRU+KSkwq0LOt3mTRL8vYvHgHq2auZ9+6AxRkF9Kvzgss/W0Vr098lprNq3LnwK4c2pGI0Hj+Ahwbw2sx2/AP8aNW82qkHcpgWN9vWfzLMv75bSVvdrv8VTfSEzOxltiYPWYBUkoKsgvZu/7gZW9HRaraMI5nR/QnOCqQPkN6UqVBZRZOXFbRzVKuRlLgdGvL3c6GEEIrhNgGZAKLpJTrT9klBjhywuOjpc8p15m8zHyeazWY3WsPsG3pLmaNXkBOWh4p8Rn0q/48e9fu59mv+1OjaVWa3tKQgswCNFoNWr2W9ATPHXmn1UFU1XACQv1I3HWED+7/gg3ztvDTkMl8/9rp50leKumJmWQdzWHJ5FUApMSncWT/lVGE5HLQaASN2tfl3T9eQQgN701/jZJCy7/mpSjKfzpDLDrbeHQuVGJSAYryipk8dDpvT34Rk5+JLYt38L+Hv8bb3wu71YF0Q0p8Ot88P4Ej+1KZN24xJQUWjq1j47A6ADDnl1CYXURxfjH1bqiNy+nE7YY1f20kODKQWWMWsOjn5WXv63Q4uVhD9wqyC8lO9azImnU0h7WzN9G/zoss+301v3z4B3PHLWbzwu38+M5kAHav2Y/FbD3TIa96Xr5evPDt43j5ejFm83B6vXkPWUeymT12IW63+78PoCgnkIAbUe4GhAohNp2w/atShJTSJaVsAsQCrYQQDU7ZpbxbXRd/bK9yRTt6IJXVMzbw/OgncNjs/DliDhPemYzeqMNSZCE/u5Cso7l81m806YczWTJpFSVFVqR04zphXl1xfglpCZl4BZio0iCWvIwCpJRsXLgdBMwdt4iNC7aV7e+wOy7aOWQkZWEu8Cwke2h7IkumrKZ/7RfYs/YAo1+cwJ61+5k/YSmzxywEYMs/O6/5z+To6pE8+VlfDEYDvyaOpnmXRiRsT2LplFUV3TTlKnOmWOS+BAv+qsTkMti7/iC56cerY2QmZ/PLB9OY891idq3Yh1arISQmmMKcIqRb8savz6PRadAbdYRVCilb/fTE1WeFRpT1oKQeyiRxRxI2ix1biQ3/YD+W/LaSJZNX8evH00iJT+PBmCfoGfk4H/b8gvkTlpC09ygu178nax+rBpZ6KP2k5zfO38re9QcAz52nDx/4gr7Vn6VH0KMs/GkZCycuw+Rt5NsXJmDwMrD2r42kHExn+KJ3AfjyiTHsXr3/4l7YK1hgWAA6vY64epUYtfbTy7pK+q+f/Mmmhdsu2/spl84Zus6zpZQtTti+P90xpJT5wDKg2yk/OgpUOuFxLJB6cc9AudJsXrQdm8VW9njXqr18/cw41szYwL718RiMemq1qI6txA7AC2OfwO1yY/IxYvIxlC04KE/4Xm8w6cv+nH4oiyP70rBb7VjNNgwmA/PG/8Oc7xbx4zuTObwribuD+nKnXx/GvvITG+dvJXH3iR13x1nMVv74YlZZ0nHMgonLSE/y9NTs2xjPS+2H8FDlgTxa63mW/LaK+M2HcEvJqGfH4Rvsy0/v/U61RnE8M6I/hblFfPrQV2Qfzbko1/NqEBodDEC7u1vy1qRBl+193W43Y175iaS9Ry/beyqXxuUcyqVK7lwidqsdt1ti8jYy4a1JtL69OTWaVePjB75g4JePElkljOyUXDQaQWytaOq2qQkCFv60jHGv/4pWq+XIvlQ0Ws1JK88C6AxaXE4X0g0mXxNulwuL2YbJy4DVYqdG86q4HC4StidRlFvMN89PwGq24XK6SNiZxLalu7CV2Hjknfvp9NCNZCZnk5aQQUZyFod3JJG46wjR1SOIrBrOnb69CascisPqQG/Sk5WcjV+wLzmpeej0WkqKS1jw0xJKiqxUaViJhB1JmAtLOLjlMI+8c19Zm3/YPeIy/wauTx/3+pLlU9dSt20tWnRtUtHNUS7Ahay2K4QIAxxSynwhhBfQBRh2ym6zgOeEEFPwTH4vkFKmXUCTlSuUubAEk7cRrU7L5wNG89w3j+NyOvn2hQn0//gh6rSqSWpCOkIjqH9jHWo0qUJwRCB71u5n6rCZ6Iy603659PbzKhterPfSowFcDicGowGNTtD8lsZkHc3h4OYE3C43076YDaUhbemUNSz7fQ256fn8b/7b+Ph7o9FpOLQtib1rD3B4VxLF+SW0v68NaYczeb7NW/gG+WAz2wiNDSYnNQ+3y43VbMPkayI1Pp2jB1JZP3cLLbs3YduSXTgzXHj7eVGzeTUA/IP9mJY54XJc9uveXa+OwjxxE/7BfsS9HfvfL1CuSBe68vu5UonJJTL+zUmYC0ro2q8ju1bv58iBVDRCQ0lhCV88PpZmXRqxd91+9CY9ToeLhROXccdTXTF6G0uTlSgO70xGIjF6G8ruXgE47cd7OqzFVrz9vLBbLJQ4XETEhbFvfTxup4tnRvRnyW+rKC4w0+2xm5kxYh7mghKK88wgYMrQGeSm5bFt6S6S96XQ9q4WZCRm8fiw3jS5uQFrZ2+iZrNqhFYK4cZ7WvHDW5NwOJzkpOah1WvRGfU4i13kpOZRt20tti/dTUC4P4VZRQz/513qta1dEZf+ujXty9nUbVOLuPqV6P3O/RXdHOUiuIBgEAVMFEJo8fSMT5VSzhFCDASQUo4F5uGpyBWPp1xw/wtvsXIlev+e4bTs1pTQ2BByUnOZ8NYk9AY9BTlFTB8xF6HVYM434xvoTUZSFnvW7GfApw+zY8Ve9EY9ASF+5KTmIbQCH39vSgotZTfMTly3xGF1eG6mOd1IKfEyebFz1V50Oh2P/+8RdqzYQ1ZyDi26N2HF1LXYrHbMpfFoWJ9R1G5Zg7zMAvZviKfLozeRn1nIJ/PeIrJKOAt+WkrlOjE07dyQ0OhgJg+dgbXEhtvpxuRrxO1ygfBUtwyODGT97C34BfngdLp4b9qrRMSFVdTlv+5Yii3MGbuIW7o2I65JA3r0VSu1X+0uZ2KihnJdIo9++CDNujTktU4f4LQ7sZmtZB3NwWF3EVkllN1r9lGUa6Y4z0zirmRcTjeZR7J5ePA91GtTi8hq4Ri9DZi8jTRsX/e076M36rjnhe54B3oRWikEn0Bvuj7agTZ3NiczOZuXxj3FvnUHmfXtAkTpZDiDSQ8StAYts8cuJO1wJt3634yvvw/mgpKyQPNuj2EYvQ0YDHoO7zqCOd9Stnig0yUpbFMPU0QgWr2WXav3AVCQWUjlejGeOTHKWRvc/WPmfLfovF/vcrnYsngHbe9sQZ8hPa+YdVOU83esdvx5VuXaIaVsKqVsJKVsIKX8sPT5saVJybHKXc9KKatLKRtKKdWs2GvUW5NfIi+zgM/6fYOUkJuez6HtibjsLgpyi8g4nElhTjFFeWZSD6YjpcRSaKXH890ICg+kVsvqePmbEEDN5tXKkpJjw4mPCY0O5q5nuqHVa6jRtCrSLek2oBOtb2+K0Ap6vdmDrUt3sX7uZrz9vWhxSyMQnqpMVoud9fO2kJOSQ8tuTXA7XDhsDqzFVhJ2JPH5gNE0uLE2uen55KTl4nQ4cTs97XDYHdgtDoy+RgqyCslKyUGr11CUZyauXizF+eZTL4lyBg9Veqospp+P4vwSNi/ewcCbWqmk5Bpwplh0KRIWtY7JJfLrR9PYvnw3u1btw2l3IrTipDkiIdFB5Kbno9VrCAgLID+jgFv738y87xej0WhodktDBnzyEM+0fhNc4BPohTnfQnSNCPyC/TiwMZ6IquFYCi0U5BSh0Qjcbklk1XAiKoeRm56PdLvRaLVI6ebIvlTi6sWSnZLLx3MH89H9X1JSXILNbKPjgzegM+rQ6XU4rHYWT1rJR7PepDCniMKcIqYMnYHT4cJqtiHrV8WZV4QhLQeHlxEKzAhAo9WU9uzY0Bv0jNkynEq1VYGf8vzy4R/UalGd1rc1K3suYUcSJh8jXz31HfVa16TdPa2p3eLKLTWsXHynrmMSUCdCtvu+V7n7zr9p5EWtG38tU/EIRjz1Hfs2xnN4Z5KnpK/geJkD4SncYTVb0eg0eHmbsFvt1G1Ti+3LdmP0NnL3M7dSrUkcQ3uPAiAoIoCC7CJqNqtKQU4RmcnZRFQJozjXTEmhBZfT06sfGBFAtYZxuJwuUg6mEVMjin0b47GV2IiqHoHb6eb5bx/jk4dG4HS4cDvdtLi1MdUax5GXUUhGYibblu5iUtIYFv+yAiHg9+F/UZxvRqPReCawS8+K5iWFx2+GaXQaAsMDyEvPxzfAhymp32Mw6lH+7fMBo+n56p3E1Ts+3Wz3mv3ojDomvjuFmOpR9Bp8DyFRQRXYSuVyOzEenSkWwcWPR2oo1yUw9tWfmDnqb1wON15+Js98ENfJCWDlujEU5hfjKHGQczSXRh3qEVUtHC8/L5wOJxnJ2Tzf5m0oHbVlzrcQXT2c1PgMhCaT+166g2lfzQEJ1RpVpjDPTPaRHPxDfMk6kkOvN3swa8wCso7k0Pr2ZjS/pRErpq3HarbxWb9vkdKNtdgGAvZtiMdhcyClpH672gghmDFyHiWFFhK2J+KwO9HptbgcLmR8CsLp8iRbdidavQaX0106zteKVqejdssaTHz3d2JrR9P3/Qcu68Tvq0FYpVD8Q/xwOpxlK6tXaxTnCcJLdrFr1V7a3t2yglupVDQpwelW/3aU82cxW/nqye9YOnkVGo1AItHoNGU9DeD5Eh9dPYLEPUdw2V0U283cMbArthIrQZGBaLQaVs1Yz9TPZ5W9xlxYgsGkZ//GQxhMeu4fdDtTP58NQIuujdm1eh9Wiw2TtxG9SU9ctVhMPka2L9vN7U92oSi3mPXztuByuvh9+F84bE5PTBGCfesPkpueT+qhDBq1r4MQ8M1zP5B+OIMj+1Nx2Dxxx+2SZcnVsaTE4GPAbrbjdrrJS89HoxVUrh/LZ/2+pVX3pnTp00H1Jp8iqnoEXr6mk+JR/Xa1mTVmPhv/3sbBiMM8+MbdFdxKpSJd7likot5FVphTxJJJq3A53AiNwG61I92SgHC/k7q9ty/dTWSlMETpb2DHij1MHPI7Gq1AoxUc2ZuCy+nC6GMoe03WEU95XumWTPtyDn5Bvmi0GhJ2JFOQWYDJ18SATx9Bb9IRGBGAX7AvBVmFLJ+6hoUTl1NSZKFu25o0uqken/3zHs+M7E9c3Vh8AryRSIrzS0iJT0O6JVsW7WD/xngcNidIPP8HRLEFYS2d7yLA5XCXBQfphqoNKnH3892p3rQK5oISBjZ97dJf9KtMt/43ExEXSo/AR5n93UIeqfI0//y2kgH1XwJAuiC6RmQFt1K5ElyurnPl2nRwcwLr524GPB/TUoLb6cYvyLcsHrldbhJ3H8Ev2BeNzvPc3O8WsvLP9QiNIC/DkyQA+AT5AJ55jnabp9yv3epg6hez8Qv2QQjYtHA7Lpeb0Khg+rz3AGmH0un8SHsObU/EarYxe+wC1s7ehMPmIDgykBZdG/PVig95+qv+hMQEExDqh7mgBLfLzZ51B3G7JGv+2kjinqM4bE40Wg0uh7tsWPGJ7ObjczGlW3Jrv5u5qWdbqjSsxNalOxnWd9Qlu9ZXq0fevo/UQxk8XHkgvw+fyUsdhjDpk2mMevYHAOwW+xW7MKNy+aiqXFcxp8OJt58XXn5ehMaEsGP5bkJjgtGb9JjzLQghEDqwmx0c2X+8MqfR24DL6cacX3LS8ezW47Xe/UP9yUnNLeuGL8otPr6j8CyoNOSOoThsDjb8vZUdK/Zg8jFy2xNd+PuHf/DyMZGfWUh+RgELJy4jsko4aQkZhFcOpVqDOIoLSojfdrjskOV98INnXLF0e+5WabSibLVfT0WXunzy0FdodVoq147mjZ+fvwhX9dpzcMthHHYnI58eB8CP70wuHXqnweVy8W6P4YxY8VEFt1KpSMfG9SrK+TJ6GfD286JWi+rkZRaQtOsItVrVIP1QOnqjDumW6Aw6LEVW8tMLyl4XEOaPuaCE3NS8k44nS+eWuF1ufIN9KM41I4Qn4SnKM5fdpAoI9cNabOXz/t8ipWTP2gNkp+QSGhNMsy6NWDplNQaTHpvFzsJfVjBl+F/4BfmQk5pLbMf6WC02qjeuwso/15W997FenlOrVJ5Ia9DiKi0Oo9VrCIkOYsyQaeh0knZdGvLYp49clOt6rdm9Zh95mQWMf3MSQghyUnM9SxJoBSWFFr4a+B0vjX2qopupVJDLHYtUj8lFlnkkh6DoQCrVjmbHcs/43OyUXNITMtFqNWi0Arv5eLLhF+oLeNa9uPPprgRFBpx0vBOHgNksVoIiA05azkar8/wKjV5G6rSqgcPmAAG3P96FqKoRPPh6Dzr3bg8CzIVmju5PJSMpC7fTTWp8OtItyUjMYuOCbWi0gmoNK//nOUq3RG/wrPbpPqF90i2ZOXIeeqMee1AAxphQPuz5OR/2/Pycr+O1Lj0xE53h+H2B9KxC7G3r4B3gTVjlEPauPUBhbhEZSVkV2Eqlokkpyt0U5b+43W6KC0rwD/XDUmwladcRjN4GDmyIx2K24XK40ek9SckxPsGeHpEqDSvTrEtjfAK8TzrmifM4wuNCMfkaT5yqUsbldBFeJRwpJTqjjta3NyUyLox+Hz5I134dPZPVbXYyk7LJOJyJpchCZlI2Ukp2rNjD/vXx5GXmExQReE7n7DqhYqXL4eaXD6Zh8DHhdHhK+L/XYxg/DZlyTse8HmQdyUWr9cR0KSWp+Ra8ArwxGPRUbViJVX+ux+V0kZ1y/az9opzsdLHoUsQjlZhcRHarndc6vY9A4BPgBUClOtGA5x975Xqx2C0nrHarhaJsT69HRlIWM76eR94Jd61OVZxXQn5mIV7+XscPUZogWEqsHNicQFjlEGJrRTHp0z/5ZO5g1szeyKAb3sE/yLfsvXu92YMGHeqWRZJK9TyT1HdtSmD/xkMAGLw8Q8iEVhBeubQbt3R/oRE079oEvdHzxTogzB9daTsAbGYbtVtWR6PTkpGUzV3PnLqum9Ksc0Me/eBBDF6lEzKtDmRyNgaTnmoN45hV+DMFWYU8WvP5k8pxKteXy7XSrnLtSdp9hPfvGU5QeCDHpvlFVAsHPGV9o2tEYrMcH/okdAJzrqd61bZ/drFx/lbMBSX/Ou4xCVuTsJnt6EsnlUtJ2VAwu9VO6sE0araoik6jZfbYRXw8dzCjX57I610+xOhlwGF1IjSCQWOepEqDSp65HxIiqoQh3ZJdK/eRl5Ff2jjP/3ReOgIj/E9qh9AIOjzQtuxxeFwoQnv834gtPYtmbatxeEcyOen5tL+/zblfzGtclz4d6Pv+AwBIIaBaJTAacLnctL+vLb8lj2HVjA282umDCm6pUlHUyu9XKYPJwH0v3s7OlXtZPnUtaCB+y/GhUfmZ+Ugp8Qn03IXy9vM63aFOS0qJ3erAO9AEgL3Ek2wEhvpTnGfGnG/h6P40Vv25nhfbvc3BzQk4bE5CK4UiNAKDl4HfP5vFrhV70Wo1+If6kZHouStv7dIIV4if57ilAUu6JJnJpXdJyuaSSDbM31I6CVGLpciCRqshqnoE3qVJU+UAI/Z0T9d9SZGFXav3sW7O5nM+32tVpdoxPPDqXfgG+iC0AoNOQ8OoAPIzC7i5140YvYxUqh3D1LRx5/X3RLn6SanmmCjnL7pGJDfc04ot/+xg38ZD6AxakncdXyQxOzUHt8uNf4in1z408uSqS2caMnWM1qDBaXeiL73B4nZ6goSPvw82i530hEysFhvTvpjNC23fpqSgBOl2E1k1HIQnno1741cSdx7By8+E0cdIekLmv9+oNPY4LU7yMwpP/pFbsuKPtYDnhlpueh4aIWjZrWnZa1t1b4rd7iKyWjhOh4sV09ZyYPOh/76I14kGN9ThgdfuQqPVIITELyGJ0CBvHDYHN/RohdHLSIf72zBq3acV3VSlApwpFl2KeKQSk4toyF1D+WvMfIQA3yBfbn7gRgD8Qj3d48cmr/v4e2P0NlCSf/o74Sfe8YETJkNLcNqclOQf735vdVvTsnVDLMUWfAK8CAj1oyCnCB9/TxK0b8NB7n6uG1373Yy7tJSjy+mmMKcIe+nijabFO9DkFnHaBFh47k61vK1JWQASQmC3eWrIZ6fkYLd7jrV50XYObIjHbrGzb0M8Rw+kcXhn8lldx+vJoLFPUblODOFxYexevZ+giADGvPwT+VmenjP/0kRRuR4JXG5NuZuinIm5sIRXbn7fc4MMSUTlMKo1jAMgsHS48LEhXNE1otDqNGQdzT3t8U6NR3H1Pb3sTpsL6ZY4Snvjjd56mt/amPzMAqRbUpRnxj/Yl+CoQEqKLBi8DEgJKQfTeHH0E9S/oTYWsyd2lRRacFgd/5rbeGyS/onVtDSlQ5h1ei2V68WWJS4upwuX3YXL6ebglgQo7cj/4a3fyE3NpTjPTNLeo8RvPUxaeQnQdUyn1/HsyAGERAbh4+/Nkf2pVKlfiY8e+ALwXH+/IN8KbqVSMU4fiy5FPFIR7iLq0LMt9796FyYfE+YCMyv+9NzFcTlOvvOUmZx90kruXv6mfx3r1PLCqfHpp33fjfO3YS+tlCXdEnOBBavFzmsTniEwIpCOvdoxZtNwnvmqPy6HE82Ji2Kd8DbmesFkPVK/7DmtXovWoEXqtGgaVUFKz/G3LN4BeBZ3PDac61j5xsAQf/xDfAmrFEKLbk0w+ZiY/Ol0dizb7bkWruNjgBU4sOkQBZmFpBxIo167Wnw69y0G//oCgWEB//1i5Zqn5pgo58PkY6Rr34506NkG30BfMpKyOLjV03tvOTY0tPRzft/6g7hOKB+sM/z7a4F0ybJhWgBJu1PKfV+bxcGWRTvK1jFBQmFuMdYSG+9Ne5XQmGDuf/Uuftw3ktufvAWnzVmWZED5vTTHEhWdUVeWpGi0ntc4HS6S93h6gbz8THj5mpCAwaSnMKeI0KgQAsL8iK0VTbNbGlKQVchn/b7BN9Cbwpyi/7qM150ti7ZjLighIymLDj3b8MHM13l53NMV3SzlCqDmmFylbulzE/e9eAe1m9dAyuN3elwOz4e0l68RNJ4v/CeyFFr/daxjnHVicdaJPe3PA8L9kW6Jy+k+Pl8BT4Wuv8cvIeVAKsumrGHlH2vpEfQoG//eit3qPOkY0qDF2qIqXvtyCFtyvFfD5XDh4+eF1suA3WSA0vPRG3VodRqeGdGf2NrR9HqzBy6nmwY31qFLn448/Na9JO48QsL2RGwlNoRGsHLmen79eBpO+8nvfb17aPA9fLH8Q0y+Ru4bdAf5mYWMeu6Him6WcgWQqKFcyvnRarXc9cytPDG0NwGhfp4KXKWZyLGbQ8GlC+aZfI0nvdZpL38I17Fe8jMJCPUri0fihETGaDLw3as/kxqfzowRc/j+tZ/pW+M5ErYnYS2ynfZ4mhN6ahx2B8HRgXj5m3DajscRnUGLf4gffT94gMp1YujSuwMIaH9fG+5/+Q7a3d2KxN1HSD/sKUCDhAlDpjDpk2n/eT7Xm9d+fJbBk14ECU8M7c26WZuZ/vXcim6WUsHOFIvUUK6rgMnbyPszXyO8UkjZh6etxI5GK7CW2MF9PFE5G5qj2WiOZuPl9+9eFb1JR0Hm8fG2QgiO9XYHRwWyc+Ve/EJ8ufHeVvw2dAaWYstJkx3LKq5IEG6JxubCkHtyklSYU8yXf79NqwAjkaWT4K1FdtxuyddPjyMnJY/Fv6zg0fd60uDGOqQcTKUwp5ivVn3Eu3++SnB0ECYfE9LlJrpaONO+mHPW5349MJgMVK4Tw68Jo2l/XxvqtavNaz8+W+6+BzYfYuHEZZe3gUrFkZ6xveVtinI2QmNCGDL1ZYzeRijNNxxoERFB5KZ5SgFbi0+fGJyOb5D3v57TGrQUZB3vhRAnfGHxD/Mn/XAm4VXC6P5EF1b+uZ7M5OyTKhOeuGbXMfoTV2t3Q87RPCbuH0lcvdiTKnYV55v57uWfST2UzuGdyTzyzn1UrhfLkb0p6A06Jh4YxcvjBuJ2S8IqhaA36IiuFsE/k1ae87lfy3wCfGh3V0v+yBhPRFw4HXu1K5sUf6q1szexedH2y9xCpUKcIRZdinikEpNL4OiB1JOqmRi89Lhd8rTrgpzqxApXmmIrmmLrSSUdj3Gc0vNhs9iRpb0aKQc8Q79sJTZWTd9AeFwY0u1Z+yQ4KoiQ6CDMhSVE14xAOFwYtyQi3NIzxtegQ5qOV+Wq3642e9YcICMxm5haUWVzTQCk27P2Soee7di1ch9t7/KsWK7Vavm832icdie3P9mFao2r4BvoGeKl/JvR24jb7cbkbaR+u9rl7pOXUUDKwbTL3DKlIqmqXMqFStpzFKv5ePwwRQThCriwuWvFef+u1nViqV4EuOXxnpekXUfQ6jVkH81hzpiF+AR643a5sZZYiakZhZefF3aLA5/gkxOesiHPwjN8yz/MDy9/b5L2HCUvM5+wyqEIjaZsCJjbJclIyuL+l+9k7tiFdO3fEZfTjc6gY3D3T6ndohqde3fA5G3CN8iXoAg1ZLY8htL4HxwZRNUG5S8hkJGURWZy9uVsllKBVFWuq9jMb/7mzW6fUJjjKQMcWT0cu8Xxr8mDp2Pt1BB7qP9/71gOd0QQzvYNPWujlL7dsRLBLufxMsW5aXnkpOaBhNRDGfgEeuMX5of9xjq4vQy4qkUSfkcL9CYdfkG+jHpuPA071AMBrbs3BXl8sauBX/aj3d2teLXz+2QdzaH17c3o//FDVG9chU/nDab1Hc3ZvHA7j77/AAFhftzS96bzOreL4dg8nCtBdkoOXz4xtmxYxXv3DOf3L2aTmOT5oE9LyGDHij0nvab1bZ5rq1wfPCt1qzkmyvn7/vWf+fSRr8tuYkXEhWFLykBz4OwLkZw0J/FcuD3Dfn1Lq365HO6yuOEf7EmMpNszEd5SZPHMj8wtwS/Ux1Ou/oRvJ0061kciMZkMzPluIbF1otDptIREBuAoXYRYo9Pw7KgBNOvckOdbD6Zy3RhqNqvGoLFPEhodzOdL3ieqehRbFm7npe+fIrJKOM26NDq/c7sIrqR4tHf9wZPWd+lX63mW/b6azCOeeLR/YzyJu4+c9Joez3Wn+2OdL2s7lYpxplik5phcBZx2J08N702L7k2o06YGmaWleM+2t8SwNQGRcfq1TM5EZOYTlJROUXaxp4JJ6d8XvUlPVnLu8fVITuT23B15angfRFYhOgmdGsby9EPtcNpdvDD6ceaN+4eN87fi7efN0imr8fH3ok7rGgiN4MsnxuCwOxg05imeGNabwzuTyxZhiqoWSc0mVXE53RzemczjQ3ufVFnlcnA5XXzW/xtyM/LoEfQob3b7iBEDv8NutbN7zX6klCTtPcqBzYfYvGg71hIbM0bO44/PZ+FyuYjfehin4+LPi9HqtHj7mcqux2sTnsG/XhzDvpgHwLalu1j40zIA8rMKeOu2T9R6JtedyzemV7k2Oe0u3pj4HHXb1SKyWgRZKed+h9t9lrHrJKUv8Q/xpbj0Jt0xQiPIScstd+gWQLWGVTw3sNye4cqPDLmfKg0rYzDque/lO/n1g2mk7E8jomo4aYczCYwMILxyKNIl+eb5H4iqFsGjH/ai95CebPx7G5bS3qJ6bWoRFBGIudBCVnI2vYfcf+7ndYEKcgoZ9ugo0hLSucOnN5/2/poJb/+G0+Fk34aDABzcksCWJTs5tCORzOQsZo2ez7zx/wCU7XOx6Q06TL7Hh4uPWPUx+9bH8+uHnnk4y35fw4Z5WwDPkOJPHh5xSdqhXKlOH4vONh4JIbRCiK1CiP8cz6/7rx2Uc3P/y3cC0LHXjTzV+GXcLonQCKT7+P/PRJNnPu/3Fm6JI9OT1Gi0ApfD815SSvp93Isf35oMQETVMAqyirAWW0FAXP1YRj07nvcnPEtklTAKc4opKSxBuiVul6TRTfV44+fnMHgZeP+ez9ixYg+Pffowi35ZQcL2JLo/1pkWXRsD8MH9n9P+vjZ0eshTKvmmB9rhcrnZ8PcWAsMDiK0Vfd7ndy4ySj/Qw+PCWDhxORFVwvEN8sXoY2Tu94s5vCuZg5sTeGZEf8a98StuKbGX2AmLCyUjIZPo6hFkp+Qw89u/6fPuA7Tq1pTpI+fy/DePl5VgvhBBEYEM/LJf2ePQmBDqZBbS/avegKdM8LFhBiYfE4061MNg0pd3KOUa5narJEQ5f8+M6A9Ay25N6VXpKc8EdoEncTj2/4tNACYTBukiN72gbBiWRiNw2l1E14ggrl4l1szcCECV+pVIT8zEarah0WkIrxzK6hkbGL1pGNkpuYTFhjB3/GIcVidVG1am/g11eH/6q2QfzWVw90/ITM5i6Lr/8eOQyWQm59D98c7E1IhCSsmTjV4hrFIINZtVA6D3kPsIiQrkn99WUbtVjctWjv3ApniWT1uHlJLFv6zgjqe6oNFpKMouYulvq9i3IZ696w8waOxTDH/0G9BItFodfsG+5GcUUL1pFdbO3si6OZv5YukH5GcWkLA9iQdev/uirHNVo2lVajStWvY4rFIIXft3pEr9SoCnUIJv6fprQRGBNLyx7gW/p3J1uQix6EVgL/CfQ4KEvAQzV1q0aCE3bdp00Y97NZn62V8s+mU5eqOeg5sTzuo1bl8TwmxFlP5KDF567BYHrrhwpK8J3e7yu98DQv0oyPZMOhQaT/e41qDFYNBjKbHi7edZKKl+u9oc2HyIgZ8/Sl5mAT++PRlvfy/enjKIZZNXU7VRFUw+RoIjA7mhRyvGvPQjjW6qz+ePjea+l+5gzV8bGb1xGHvWHSDrSA7Lp67m7ue6M/KZcXyzYShePv+eoF8RBrV/hz1rDyDdkuDoIHwCvDGaDBzelYzWoAMBIeEBWMxWSgos6Aw6SgpLeyMEOGrH4PY2EHgw7aS5PX7BvhTnm5l4cBSbF+6g24Cb0ekvTm6feSSb/rVfYFLSGALDAji4JYGjB9K4udcNF+X4ypVPCLFZStni2GOvGtGyxpdPlLvvrrs/PGlf5fRUPIKhfUd6hkwV20g6ZUjO2dKbdP+a11gejUmPrF0d9h1C2jzDrHQGLQGh/uRnFaA36NGb9FSuG0NOSh6PD32EldPXs/z3NfiH+vH16o8Z+fR47h10O7vX7KfD/W2o1jiO4Y9+Q4MOdZn4zhQ69+6AOb+EQd89yaHtSWyYtwWHzUGlOjEs+nk5wxe9e17neCk8EPVE2Qr2jTvW5/CuZGJqRLJ33UFMPka0Bi3+Qb5kp+bi7ecpY1zejUyjt+GkZQbCKodgzi/h5/hv2DBv60UdJr1xwTa+enIsvyWNBWD93M2YfE00vqn+RXsP5cp2Yjw6UyyC/45HQohYYCLwCfCylPKOM723Gsp1idz30h28OuGZs56sLLQCS6d6uMKPT8Y7Nj9E5BShScvj7ue7lfvaguyisiFBx+Ybuuwu4upXIqpKONZiC067k92r9vFX3s90f6wzdz1za9lQr1XT1+Mf5k/3x27mu1cm8uUTY1n86wqe/qp/2TjYGk2q0ulhTy/IWz/8zdb8Ah794EHe7PoRdz5zK14+JtbP3cziX1ec87W62O5+tht3PXMrBpOe3NQ8juxNIX7rYdwuN5boEMx1K5OWkIl0S+xWx/GkBECCISUH4+GMfxUcKMotpnLdGPatO8iCn5ae/LoLFF4plJn5EwkMCyDzSDbZKbkqKVHUUC7lonjpu6e4+9lupCacfj2sY043p+TUpOSGHi3L3c9tdSC37ytLSsAzpCysUgi+gT7YbXaKcorJyyjgl0PfclPPdtz2hGeugpSS2aMX0qBDXSrVieaPz2fx1RNj2bJ4J4N/fZGj+1LxCfCmZvNqtOzuWdn9tU7vU7lODNUaxfHLh39w+xNdAJg9diHbl+/+z/O91O57+Q66P94JoRFsX76bwuwi9q47CAKsZhtmm5s0vQ8CQUFWYVkyIt2e3i2tToNOrz0pKQHISs6hXtvarJ65kUW/LL+obW55axMmHhwFwOFdyXj5qaTkeneBQ7lGAK9TVhvwzNRQrktEq9NSmFOMf5gfJYUW/EN9PRPiT9NBJV0S77nbEOUsMGV0OnEUW/hr1Hy8A7zKVnk/UWhsMI061mPvuoOkHUpHuiF+62Hq31Abt0sSV78SCTsSWT51DfVvrMOo534gNDqYO5++lUmf/IlOp+G2x7vQ9q4WbFu6i9+HzaRL7w4k7T1Kk5sbsHbOJjYv3E6P57pjXbyHPfuzSJ60ho/mvMmQO4eRkZhN3dY1sJUcLz25euYGjuxLodeb91y063o2Zo9dSPOujQmODib9cAZSI5AmPZoSO/qjWbiOZKE1aE4qbXkiWU4FNINJjwTSEjKZ8M5kvlz+4UUZBrBp4Xb+mbSCNyY+j1anZd3czXzU8wvsNgfPfNWfpl0aElkljL++XcD6eZvJzyik+S0N8fb34d4XbyPgPAslKFcHVRpYuRiMXkbyMwrxC/Qh15JPcHQguan55e77X3NKjvXkr565EYNJd9K6WDqDDqfdSeU6MTS8qR6bFmwjo3Se5dH9aVRrHMfhXcnUal4dgHnj/6HzIzcy6pnxNLqpHiFRQUwfOZfA8ADuffE26rapSfzWw8yfsIT67WrjdLio27omCyYsQWg0NOpYD6vZyvyJSwmPCaHH8935dtCPFBeUYDXbcJyw3sm0L2cTGhNMxwcv7w2f34fOoN/HD+EbuJ6SQkvZYpYCkAJwOAnQSQqsDnQmLU6rpyCKiI5AZufisjv+dUyjjwG300381gQcNgcfzHz9orR15jd/Y84v4ZF37kMIwa+fTOO3j//E5XTx3KjHufHeVjhtTub/tJTNC7cjhKDxzfWQLujzXs+LNoJAufL8RywKFUKc2C39vZTyewAhxB1AppRysxCi49m8l/pbdAm1vLUJP+0dyaAb32Hfxvh/JyWnjPEtLykByqqOAGVJicGkx37C81lHcvjnl5NrsguNoOWtTYjfmkj3JzpRtX5lvnxyLAFh/jw0uAdphzKoXDeWtXM2MWrNpwDUalGdNbM2MeSPV5FSkrgzmb3rDtK5z034BvmQdTQHbUYRxshgEvYd4Z07hoKALYu3M+CTXnz99DhuvLc1AaH+BIT6YYm9/OWBB//6It+99jNCwCdz32LJrsPMWLmL2LWJFGYXIYBjhS11Bi3O0jKXQiuQrvL/9Z16rUc+O552d7ckPSHjgiplxdSMpPVtzQD4+b2prJi2FrfLTZV6sexZu5/Rg36k9e3NWD93S9lY7SP7PKsur/lrA+N2fHne761c+c634okQohLwMxCJ5y7V91LKr0/ZpyPwF3C49KnpUsoPz7etypXt/lfupHOf9rzY7m3SE7NOGip0NvMfjznWkw+UJSUanQa30122gG7yvhSS04vQxkYAnsTE4KWnyc0N8PI1MfCrRzF6Gfnwvs9p0bURj/3vEfxD/MjLKEBoBYN/eRGA4MhAhBC8OOYJbBY7h3cmkXYog+a3NMJudRC/OQGdQYfJy8iSKasBia3Ezq6Vexjw6SP88sFUmnVpiEajITQmmMATRiRcLqPW/4/37vmM6k2q0q3/zUz/eh4HNh3CL8SPwuwicDgp2J3ouY5oOBadNELgOs23QZvZ03uSn1mIuWA/v3/2F26nm8p1Yuj6aMfzbmvtlsdvLn7Y8wsSdiSj0Wqo3bIGs0bPZ+Qz46jepAqHtiWWLRmwa9U+ALKO5vD6T8+d93srV7b/iEXZZxjKdQNwlxDiNsAE+AshfpVS9j7dwdQck8vkpY7vsmvlXrQ6LdLtRgJB4YHkpedz7HfQoFtjtiRm4pOYXZaMnPjF+RitTlN21wVAajVIf28ChGdoEtKzwGL9G+rwxsTnz7mt6+ZspnnXRiTvTSGmZhRD7hrK40MfweVwUa9tbaSU9K3xHHc/352Dmw+xdPIq3p/+BsFRAbzY7h0eeuselk5excQD35z/BbsASyavYu/6g6yesZ5xu77ivtD++EcFUJiaX3bd9CYtDuvZL3R5usDtH+LL0AVDyiZXns5f386n08M34hfkW+7P7VY7R+PTeavbx+Sm5TPgfw/T+KZ6vHjjOxhNBqxmT7AIjQkmOyWXWi2q8cLoJ6ndovpZn4NyZTt1jompRoysMvypcvfdf997/zWmNwqIklJuEUL4AZuBHlLKPSfs0xF49b/G+17tVDw6mZSShysPJDslF43WswaIRqvBJ9CbomMVtATE1orm6P7UM96wOdME+sCIAAoLrUibncp1YujY6wZ6v3NulbAcdgebF+6gZfcmJO9NQWfQMuqZH3h21AAA4urGkpmcxfNt3+KxTx5mzveLSdqdzBfLPmDHyr38+uE0Oj7YjiP7Uvnsn/fO6b0vlj++mM2etfvJPprDqxOe4fGGL+MfcsIIivMpQqDTgrM0gdEKhEbgcrgJigrkxz0j8AnwOe1LrSU25o1bzN3PdUOr1Za7j91qZ+fKvbxzx/8w+Zjo8/4DhFcO4YP7PsfodXyuS0h0EDmpeXTu3Z7eQ3oSWzPqHE9EuVKdGI/OFIvgv+PRCcfsyFnEHDXH5DL5atmHLHL9wZ1P34pvsC8mLyODf3uRCftGMDF+JO9Nf41e7z6AK9SPWk2rIjQCnwAvtDodfsE+BEcHYPIxEVklrOzLtdHbgM6oQwb6oGlek0eG3I9Go2HM1uH8uH/kOSUl7/YYxsEtnkn6be5ojtVs4/k2b5GXns9ni9+jdosa1GvrWfhPCMFL3z3FnU/dwuBfXmTU2v8xtPfXTP9qLh/MeJ1JH/+JRqNhztiFJO09evEv5n/IScmldovqfDjzDXz8vHh53ECq1owpu24BYf54+5/+g/tUBh99WVJirxeL29eE3ujpbPTy9WLnyr1nfL3b7Wb1zA3kZ56+DHSf6s8xd8xCgqOC0Oo1zB6zkBfavY1AlC0eBmCz2LhzYFeK8syYfIxnfQ7KVUie/xwTKWWalHJL6Z+L8FRDibnELVauAkIIJh/5jnnW32h1W1MCw/3x9vfi2w1D+Tl+FN9uGMoXyz6gcUfPnIKqDSqDgMiqYegNOqo3q4LJ14hvkA9+wcdvtHj5mdCUrtcVGOFPmzuaExLqy2/JYxi/66uzTkqK8op5rfP7FGQXojfoaXNHc/ZvPMRL7YcQWzOa4YvfJa5uLHF1YwEIjQ3h5XFP07XfzYxc8wlPj+jPp4+MJPtIDj1fvYu/JyxBb9Ix6ZM/Kcwtf/jupZSWkMFtT3ThjV9eILZ2NM9+3R+Tt6ksGfEJ8MHb/xwqawkQtapCkKf3x+2SZXlNaEwIW5fsOuPLi/OKWfPXxpOGuZ0oLyOfHoGPsmjicqo1rkJJUQm/ffInH9z7OTqDDof9+OuCowJpdksjDu9IJihcDSu+Zp0hFl2KOY8qMbnMnh3R3/OBKuCjnl/Qv/aLfD1wPOZ8M5/1GEqd/BLa3N0S/xBfBIIHX7ub6dk/Ubd1bVwOJ+7S3pXgqECad21MYJg/9WpEYFy7h92r92MptlKQVXjaOyGn0/q2ZoTGBJc99gvyZWbeT0RViyh3/2ZdGmH08nwxrt2yBj/s+YrYWtG0uq0pcXVjeeWHZ/h7whK+e/Xn87xS569jrxvQ6jR8/OCXSClZNHE5e0+o/16QVUhBZuG/XyjAy99Y9udjQfbY0IXAcH+kXotXgBcOm5NHP36QzORsxg/+lf51XmTBT0vLbY9Go2H4onepVLv874Uul4s3fn6erJQcOvfugNPhoii3GK1Og9agOWkYWVGumfzsQrr27YiXSkyuffI02zkQQlQBmgLry/lxWyHEdiHE30IINbv1OqI36Hl78iC8/b2xldjoV+sFBjZ7nbnjFrNtyS7+mbSCVt2b0Or25nj5eaEz6Hn+28cZvWEY4ZXD0Gg1GIyeEua1W1UnplY0YZXCaNypPoU5xRzemUTW0Zwz3r0vj8nHSNs7W+J1Qhncem1qMTVtXLnrYGk0mrLhsADd+nfijYnPEV0jio4PtiOichivTniGWaPnM/3rued5tc7fvYNuZ9/6g3z36s84bE5mfbug7CaVrBxJMZp/F1KJDCWwWc3jjzUCER0GxxZqjk+EfM8x9EYdQsIN97bi4KZDjH5xAg9Veoo96w6U257QmBA+X/I+Ju/y44dPgDeDf3uR3Ix8bry3FXqjnqKwAGR0IFIeXyQT4ODmw7S9ozmtujdFZ1AzA65pp4tF5xCPpJTLzqaHXv1NqgA1mlTF5ZQEhPkSVS2cRRNXkLg7mcKsIgqyivjhzUkANL2lETtX7+Xp5q/xxLA+dB/QiYQdySz/Yw3dBnSm3d0t+PWDP1j0y3Jia0XTe8j9vDxuIL5nCATbl+3G6G2gTquaJz1/+5O3/Gtfg6n8BbDKExYbSt/3Hyg7VnT1CN7789WyL9UWs5XDO5LKel0upa+e+o6oqmGkJmSwbu5mti3dhU/gv9ce8fIzERwV5KmcVvoPzFJoK5vcifTsc6w6V2hMCPaEdBq2r8sus43fh86kbrta3HR/W8a89BM/vPUbnR6+Eb3h3+uNuFwuXr7pPV4eN5ADmw4xb/xiBo19iri6scz4eh5/fTuf9MOZ5Gd57hLaSqy4XZ51ZGyNKqNLyUWbU0ytFtVpfksjbn/i378v5dpzhnG9p51seCIhhC/wJzBISnlqNr4FiJNSFpeO/50J1ES5bmg0Gqo3rkJEXBiV68aQnpjJqhnr0WgE1mIbGxdsZ8Pf2wBo/2w3Vvy5jrnjFjNozJPoDDrmT/iHnSv28sSwvvgH+zDy+fFsX7qbmk2r8smcwRi9jZ7egdNYPnUNtVpWJ6rq8RtgeoOeewfd/q99zyUe1W5Zg9ota2C3Oeg2oBO+gb4MW/guAWGeu/o5aXkU5RaXrdNxKb3e+QM69GzDtiU7WfTzMo7sT8U7wNsTG+2OsiFZvkHeRFQJ59DWRCguIT/eE3d8Ar0wF9sR4cH4OOwUZxUg7U5ia0fjdDoJjgjCaXewZuZGbh3QCbfLzaKJy/j5/d8ZOn9IuW3KPJLNRz2/YPg/7zHlfzPYs+4A7//5Kj4BPnz9zDi2LdlFZnI2Xr4mnA4XLpvdM4fIITnxE6l2y+pUb1KFHs/fdomvolLRLsUK76ejekwqwAOv301U1TByUvI4sDEBc2EJuen5oBFUbVAZjc7zaynI9Mw/8fbzZni/b8jPKqTFrY254e6WFOUUEV4plLue7cZ701/j+x1fUK1h3BmTEoCdK/eyb0P8JT2/e164jeDIIMIrhZaNOd21ci9fPD7mkr7vMe//+Spb/tlJSFQQw/t55rmY80v+tZ+lyErKgTQMXicHvGM9JG63RKPV4BvkSWoObU+EqGAS8y0M/uUFbu13M7lpeRRkFRBeORSXw8kPb02mON/MlGEzsZZYObQ9kR/fnswnvUbQfUAnQmOC8QvyJSQqCGPp+94xsCsDv+iLTq8lIzGT2FqR1G1bC41Og3RLNCV2AgN9aH1nc77dMPSiJyWZR7Kxlk54dNgdHD2YhrmwhB0r9mAuNLNu3hYWTlyKy+miOP/8FwBVzp2U5W+UTjY8YSsvKdHjSUomSSmn//vYslBKWVz653mAXggRemnPSLmSGEwGHnz9bqKqRbB+7hYshVYKs4vIzypEaAXhcaGI0m8JaQkZWIosOGwOhvf7BrfLTZs7WtC5d3tSDqZRtWEcvd++nxGrPmb0puEEhAacMSkBWDtnE0cPnF1J/fM6P6OeXm/0wGDUU6V+JYJKJ7//8+sKfv3oj0v2vif6duNQZo9ZiMnXxB9fzALAUtpDosvOQxR7YlNxXgkJ25M8c06KS6CwGKEVmPMt4HTh3rYft92Ot7/nmqbGp1FSYKEgs4BXJzxD2zubk5mUhXS5iKoWwY4Ve/nnt5UcPZDK3z/8Q35WAamH0vnogS+YMXIe3R/rjNHLQFBEIMGRgWh0nlEWTw7vw639b8Yv2Jf18zbT5OYGVPcxYgwPxt3AswhjYKQ/D77Zg2/WD6Vh+3oX9XodPZiG2+3plbGWWEk7nEFhThFbl+zE4XAw5/tFbFmyA5vFVha3lEvvdLHoUlSOVJPfK9DjDV7ilkc7snTKKhJ3JeMb6ENRbjEIgdvpRm/S8dJ3A/lr9AIq147m/pfvpCC7kGVTVmPwMvDs1wMq+hSuWE6Hk1+/mcfCEXPJTsktW9/F2rQyuN2Ytnvmvmg0wpOA6AQCcVJRgWMM3npcDhdul8QZHcztT93CK2/fx6D273Db412Y+e3fHNzkmZ8THBVIRFwYdqsDr5gg9q07gCu3hOiakfy0b2TZMX9+fyoGk56wSqGYfI20vq0ZCTuSeOXm97CV2NHqNDjtLvxDPZVbgiIDKMot5m/rlIt+rV66aQih0SHUa1uTqZ/NIjslF5OPEYfNUfrBI9Eb9bS4pREZydl8PPtNQmMuf7W1a92pk9+N1WNk7KfPlLtvQq93/mvyu8CzoFWulHLQafaJBDKklFII0QqYhqcH5ZoqUqzi0X+zFFt4qNJTPDGsN1O/nE1+Wj5+IX5kJGaVFVsJjg7kqc8eZcTA77nt8c70fPUuNszbQsKOJMIrh9HzlTsr+jSuWPnZBcwYMY8/vpzlmdtxmn9hWr0Wl8OFzqTDZXeVW3DFGB2KIzsPd2lRnFfGD+SWRzvSM+Jx3p/+Gh8/+AV5mYUgoUnnBiRsS6TRTfXZt/4gdpuD4jwzrbo35aNZb5Yd85OHvuKmB9qRGp9O3ba1aHhjXRb9vJxRz43HUmzF4KUHrRYXElexDd9Az7yYSYkX/2Zjj6BH6dy7A6Exwfz83u84TUa0Lhduq91zo04rCIoMonKdGLz9vXj9p+fw9juHOTrKWTkxHp0pFsF/x6NzpYZyVaDxu76ib83nsBZbcTncFOYUeyp0lX4vcNidfPvCBDr0bMvL3w8se13TTg0rqslXjc1JqXyVkcD7g+9h9DM/eIKr240hORvplJ6+Qvfxmv3OiAAcfiaM+zwLkGm0GoIjA8hOyfMkLA5PwqI9moP7UDpThs2kaaeGdH6kPevmbMZhc5C48whFucU8O/IxmnSsT6+XfsDcqBJBBWbuGdAV8Exe3716P3+OmI3Jx8Q9z9/GnO8WUVJgoUPPNtRsWo2AMH/WztoI4CknCYTFBhNRJZyivGJ8A33KHWt9Lo4eTKUo10zlutFkJWWzZ80Blk1djVbruT16rArYMUYvA2vnbiauXiX+/mEJfd7teUHvr5wFSelCB+flBqAPsFMIsa30ubeAygBSyrHA/cDTQggnYAF6XWtJiXJ2vHy9+C35O+4PfwyDSU9JkRVXadGNYzdrinPMfPH4GJ75uj+3P+5ZxLD7Y50rrM1Xk7/H/8PCictoc3tzVv5ZzlSv0spcjthwhNGAOJxyUlKi0WkIDPUjN70Ad0QY7twijpUV1hn0jHruB54Z0Z/qjeOIiAsnoko4+zcc4sDGQwyZ+jI1m1XloUoDkYC3vxc9X70L8BQaWPLbKjbM20JRbjHhcWH8+M4URq37lDqta1C5bgyV6saw+OcVaHUunE436HU06lAXh92J2+1GCHHB8WjXmn2ERAZRmFOIycfI3O8W4pICg16Du0o0MjMXUdo74i6tEHdg8yF8/L3YvGgH7e9tfUHvr/yHC4tF50wlJhXso7/eYPrXc1kxbR0upwtLkZXwyiHkpOUTGhtCVlIWa2Zu5MUxT5zVhPY1f21k8tAZjFr76WVo/ZUr0NeLG+pXYfp7s/AP8SO6RiQF2QXkpOajN2qRfscXqtToNGh0WhylcUBv1KHVasnLLKRO65p4+3uxZfEODCY9VepV4uVxA7nLrw+BEQFMHjoDBOhLJ/653ZK8zAI+fugrzDY7FBST6WegVovqfPrJ77h2pbI3IYNqjavyxNBHqNe2Nt2f6IxPgDfbl+6mVfemdO7dgcSdyeRlFZQNQTuw6TBanYZRz45n/dwtTEn5Di/f879L9Fn/0eSm5fHVyg/JPJpTFgTL6zEKjQ0mJzUP6ZZYiiwqKbmM5L9/HWf3OilXAWeMJFLKb4CKqemtXHG8/bz4evXHjH35Jw7tSCybHxgY5k9xfgmhlUIoyCrk73H/lCUm/2XSJ3+SfjiTV8Y/fSmbfsWrVDuGZrc0Yt3szVSuGwNCUFJYQkF2EUZvPbYSBw6rA5GajUavw+BtwGFzIjSgNxkwmPSYCy00ubk+6YczyXQ6QKehU68badyxPsP6juLAxng+6/8tvkHeWIqsSCnxC/Rh/bytzBu3GIfNiUanwVZiJ7xSCMMeHcWRA2nYdDqadW1Mvw97EVc3lv4f98Jg1HNwSwItbm3CQ4PvYeW0dXj5eZGr0eGOi2D9vC2YfEx89eRY9q2PZ9zOC1tP64N7P6dWi+r0eK6bJ9ZoNMjW9bAeSkGz8+Sh54GRAeSk5ALQ6KZ6Kim5TM43Fp0PlZhUsLh6lfD288JcUIK3vxdCI8g8kkNYbAhajeDjOW/yv96jyEjMIrp65H8er9FN9fAPvfAVyS+33z79k2ZdGv1rUv65WjFtLbtX76dJpwa0Pyo52qEeWw8m49uxBnHpVnau3EtqfDpCCJp2asiOlXu45dGbaHZzQ/auP0j771sTEBbAY/UHgYT8jAL6fdSLbUt2Uat5daKqRaDVahm/+yvmT1jK3+MX88RnvRne91uCIgPQaLVkJWUTv/UwVYJ8yE3P54VvHmf1kp3MTkuhQWIWSXUiaHNHC+q1rU3SniO80PZtnvqiL189+R31b6jNunmbKcwvpk6rmmxe5FldNzg6ELfDjU+AF/+b/zbG01RUKY+5sASDlx69Xs8Pb/3GqhnrsRRayEnLY+pns9AbdSctmnZMSEwQXj4mpDg+nOv9P1+7oN9PRVuXnsz6jCSOWrIJ8SvipTq9MGrPflLt5SUu64RDRanZrBpCo8FSZMPoY8DpcJGfVUhMrSi8fb3o/c59fP/6L7hcrrO6UdaldwdKiiz/ud+VxO128+2LE3j4rfsIiQq6oGNN/t8MvP29kG5Jk5sbkHU0h4zELGo0rUpsrWimfz2H4twSzwrqnRqwa+VeHnihG/Xb1WHtrE088NpdHNxymOGPfoPdasc3yIcu7W/iz6/mEBYbQs3m1QiLDWHsluH8/vksivLMtLu7BTO/mY/B20BktXBS49PZt/4gQZEBePl40bXvTcwdt5hV0zcQXDWCzAAf+jzcgbi6sSyfuobf/jedGk2rsmzKakJjQ9i0cDs6o476N9Rmzep4tIdSqdakKjazlajqEdz9XHfcbjcazdlNWS7KK8YnwBuNRsMH933GjpV7sBbb2PD3FsJigj23UwSQW+DZACEgMCIQk68Rl80JwpNIvzbh2Qv6/VS0Jb+tJHlfCplHsvH28+K5kY9VdJNO4/LGIjX5/Qrw+LDedOvfida3NwcgvHIovoE+3P1sd1p2a8b07B/PKikB8A30ocENdS5lc89aXmYB94cPICctD/BMrHbYHWUT244Z+dx4fv1oGot/WXHB71mpTgz1b6zN4Z1JzP1+ETqjHhHtzz8b9lKUV0TTTg246cF2aPSCA5sP0ff9B9gwZwsT3plMQXYhcfUqMfWzv3jozXvo2OsGnvy8D+/dPZTe797Pp3+/zfPfeD44oqpG0LB9Xe57+Q6+ee4HDF56OvRsi8PmIDM5iyYdG5B2OJPwSqFM+mQ6f7z7O4/VqIk9IoAGxTaSF3km70XXjMTka2T78t1M2Pc1+zbEs3vVfsx5ZjYv2g4SfPy9ePS9B7nhnlYk7j5KTmoePYIeZeaov/91/jtW7MHp8NSZ37xoO6MH/cj9YQO4268vu9bsZ9X0dWSn5CB0Ao1Ow4pp68pNSgByUvI4eiCNlP1pGEwGJh8ZS42mVS/4d1RRivPNjFw0lynJa5ifuosl6dvpsexzjhTnEJ+RWdHNK99FKBesKOfind9fokvvDlSpWwmBoHK9GKKrR9Dz1bu4pW9H/kj/4azL0UfEhXnWQbkC7Fq1lz7Vj3+Rddgd2K32k/ZxuVy8c8f/mDV6AduX7zn1EOesdqsaxNaO4ujBVH5+73d8A32wFFtZPXM9SfuOcPdz3anRrCpCC8U5xdza72Zmj1nI1OEzsdvsRFeP5K9v59P3g5506XsTddvUYtHE5Tw36jFGrPqYu565FYDqTarSpGMDuj/embnfL0Zv0HFTz3ZkJmdj8jFSrVEcxXklePmbmDV2AdO/nkfHB9viY9RST2dnzYx1ANRqWZ3M5CyCIwOZsP9rUuPT2b8hnhK7m3WzN+M2GQmMDKT/Rw8SUyOK7KN5rJ6xgbsD+rJt6cnrp7jdbrYu2Vn2eOmU1bx373DuC+3PfaEDOLApnt1r9uNySUy+JrQ6LYsnrQAJwuVGsz8ZTWnFMimhILuQtPgMMo/kEBEXxpSj3512weKrwZH9KUz6ZDrTR8xlyW+rmPnTUno9PYa87AJSE6/AeHQRygWfLdVjcgXQarW8PM4zh2TwLy9UcGtOlpuex5H9qTS+6dyXOCjMLuKB1+/mx3cms3nhNnLT8wmKCKJRx3pUbxLH4R3JbP1nJ8V5ZqJrRNL3wwcvuL1VG1QmMDyAca//StPODdmzdj/1G8WRtXQHa9yJABi8DbS/pzWbFu7A7XRh9DLQ/YkuFOeZsVvtLJq4nHte6E6fd3sy8b3fcTrc7Ft3EC8fE5M+/pO0hHTuefF2WnRtzFdPjcVgMlBSWMj6OZspzjezdMpqhi56h/VzN5Man4491BeN082cCUvQxQTTqU0txv+xnD0bD/Jl/zHkpuWzZNIq0uIzcDlc+IX4UpRTTNNbGlKcW0zTzo0x+Zpoe2dL+r7/ICYfI6/9+CwNbqwLwOyxC0nec5TcjHxWTlvL40N788Brd7Pkt1VsXrgdCdRsXo2XbnynbAV7k7cRt9NNQfa/13OJqBJKRmI23v5e3P/KHaQleIZinOvaOFeat/5YwMHcbGKjUgjxrsxBewjBhkS+3fEUe1yRDHI/ip/mIBZrLtPS/GgeUoVV+4/wUquu1AsPv/wNlpe3RKOiAASGBfDaj1fmneikvUdxOVxUaxR3zq91u908+MbdvHzTENITs8g6koPJ18j9r9yJ1WzHYXOwYMIS3C43zbo04qaebS64vc06N2T3mv1sX7abyvUq4bA6CI4OIi89n9V/bgDAy9/EXU93Y+73i7nhnlb4BfnQtV9HUuMz2Lv+IHvW7OeGe1ry5PA+vNR+CAXZhezfdIiufTvy6SMjiIgL486BXWl/X2vuD38Mk7eBkiIre9fuJzsll5y0PJ76rC87V+0lec/RsoUVd67ci0arpXqTOFb8sY6lf6xmzIs/UpxXwpShM9m9Zj8AAXGh5MfE0LlOCJmH0qlcLwaD0cC9g26nZvNq2C12qjasTN02ntEOY1/+Ca1eR0F2IQt+XMqYLcOp0aQqs8cuYP+GeBCC4Oggnm092HORJIRVCimbT3kqL18jlmIbYZVC6fhgO6TbzRND+1zw76YiWYotDOv7DSkH03BpNFS+qx1p2w+RvDuZu3t+ji06gInvPcSCv7ehd0sS/t5K+wfaMj8hg2GD78X/ck/2v8yxSFXlUs5o+R9rWThxKZ/Mees/9y3MLWTk0+Pp/8lDnrU5Rs8/YzZ97Euyl5+JH3aP4NmWbzBu55cEhF6cFWQ3/r2FCUOmoNVpsRZbSdpzFL8Qzx2WLo+0x+V089QXj5YtEnbMj0OmsGHeFjo93J56bWrycsd3CYoMYtLh0Rw9kMrMb+bj7WviieF9SDmUzuRP/uTg1sPc0ucmNBoNM76ZR7rZQnGDGGpklRDfIpbQObt4ffQTzP1+MTo/I/ND3PhP3oG2yP6vdgsh6DrgZqo3rMysMQtBSmq3rMGOFXu4Y2BX2t7Z4qS7kC93fJfoahFUrhvLmlkbaXNHc1Li05n/wxIa3liHjORsbn74Rvas2c/uNfvQaDU4ba6y1+uNurJg5R/qR3FeMW6XpFrjOD775z38g6++oYHleeHnWSRl5uDTaA35Th+kjCEydBcGq4Nd5moIm4N6EUfx0djZUFgFo1NQP9ibGimdOJiTzcgn7kFzgZM8z+RfVbmqxsqoD54rd9+kRwdf1Coo1zIVj64dP78/FavZypOf9f3PfQ/vTuaX96fy2k/PMbjbx+xevf+M+2t0GtxON9UaVmbgV/349oUJjN/11cVqOtO+mMW6eVtJT8jAYXeQm5ZPWOUQ3FJy55NdcVgd9Puo179e91GvL0nadYQnhvUm7XAmowdNoP4Ndfhq+UfsWrWX34f/xQ33tKZb/5vZvXY/M0bOI+1QBjfe1xr/UD8mDJ5EcX4Jbqebms2rkrQ3hZCoIB547W42L9pBVnIWh3Yk4TzNSvDeASZa3tGCOs2qMe2L2Wg0Glrd1pTUQxlUaxTHw2/di3/I8RjxYMwT3PZ4F6JrRPLdKxN589cX+WnIFA5tTySmRiQBYf74BflSUmxhx/LdGIx6LMWeie0+gd4nlfb38jdhtzj+z95ZhzlxdXH4nbiuuzvuLC7FixRoS1uq1KCl7u7uSgXqLRRqUFwKxd3dll3WXZJsPJn5/sgSWEqhgvUj7/PkgSQzk3sz2Tlz7jnnd5AkiTa9m/PGb8+etvNxLnG73Dzc93kOHyimqmMGShTEmOoptNYjpUaj2HAIlUyBRynD0TQaZXEdWm0wTdrEEBYTSYRBxV0Pn7JP4b+ikSrXSWwRnH57dMqIiSAIQUCkJEmHjnu9tSRJO07XQAKcfxTnlNL7iq70vqLrSbfbtWovXzzxPbtW7QNgzeyNBIUZiUmJoizvz0OS2YPaEpMW5Zc9fvjru06bUwJwYEsexQdKueG5KzHX1FOwr5i01snc9cEtfPH4FF6c9RiLvllGz1Fd0OqP6u3HpUfzzooXKD5YSn1NPc/+8jCdh7ZHLpeT3DyRez8e6982ONxIbbmJ+MwY9qzdz971B6kqqkHUKFAW1iCXZLx4UQd0w7vz2vUf4rS5kMllZEQGUX0CpwR89RzrZm1i2+KdGEL1lOVVYDXZ+D7/Uz575Du2/b6L8Pgw9EYtcoWcuz64hZCoIKa+OoP2/VtzyfhBjAwZgy5Igz7UQJPYEIr2l9Dn6h4c3l1I56HtWfytL22uyyXt2fTb0T/jjHap7Fyxl3dXPHtWmmGeTdqnxlEWV0ihGEyI0UFhoRWPPoT8nHDkpWp6XbyLIlsoNpsGh1WNQ6VAZ+/IJ+IqJKWag7VVNAmLPMujDkRMjiVgjy5MJEmiNLfc38T3ZMz/Yglbf9/J0qmrQYD187YgV8hJbplI/q5CAAS5gORtvGrWaXBb2vZtxeX3DsNeb+eeY67zp4M96w6yb90BXpn/JN+/OoPa8m30uao7Lbo3ZeuSndz62rUs/HopA8dc5Fe5cticdLq4HU9Pe4BtS3eR2CSOt35/nta9fL1DWvZo5o+cAxiCdbhsLoxhBtbO3IhcqcBcVe97U4C8nYV8tOFVVs/cyKSHv8NRb0ehUmIM1VNbZjrhuG0mBxvnbCZvSx4etxdLTR1RSZHc+cHNvDP2UzYt2kbHgW39zsnTPzxARvs0nr30DW5+9VoMoVr2b8whOjmCuIwYECA2LQqbxUFFQRVRieFsXeJLA+txWWcWfbPMf246DmzD2lmb+bHks0bOz38dpUpJSstEKmvMFIUrEcqd1G7LRWibAvUOXN0yUBwyIz9QgNwoxxtlxKPSkBAezOLFe1DuO8S4uwf+raaj/57zRJVLEIQrgfeAioZmXTdKkrSx4e2vgfZndHQBzhk2i51bW9zPZzvfISErDvDl6JcdriCjbSq/f78SS209lloreTsLaJKdQcmhMmpK63A7PFhq67nl1WuY+PB3iG7RvxqFDHQGLS26NeHluY2jMNmD2p7WOUTEh6FQK7GabLTr14rfv1/J8PGDSGmRyIuzHsPtcvPrhPlIkoSp0kKvK7oQHBnE7E8WYjVbmfjQd4gekcjEcLoNz/Yft+RQGfM+W8ytr12HIUTPvg05GMP0tO/XGqVKgSQIyBwe1AcqeGDZcyRkxXF9+p247G60Ri1KtaKxvKIMzF0T0OTVoSrxGRFrnRVLrYWo5AhemPkosWm+VKLL7h/G6PhxTH7pZy65fSA3vjDan9bQcVAbYtNi0AfpSG6eQExaFPl7CinPr0Qul7F6hi91YGNDJ2eAdbO3oAvS4nF40AVpGf3oSF5feOJuwf91wrRa3BYJUZBTadETEVuHwR2KQQBV+1oOlsVgQo7WHEGYU0uZoZrpRXtJDgmiU+tIHt3yAy+2u5xW4bFnb9CBehI/AXt04bJ/Yw4P93ueX+u+8aeUVhRW4XX7mglOfXUG8ZkxbF+2G4Va4es4r1fjsDpx2d2EROvoNKQ9hfuKED2S/x5LkIFGp+GyB4Zx43NHU4m1Bq3/5v90EZ0cicagoaa8ju4jOnJoay79r+tFaqtkug3PpuRQGTM/WoDD7iQ4IoiMtqnIZAKzPlpAVXE1Xz/zA0jQrl8r3vjtGf9xtyzZScHeIkbeNZiIhHDWzd1Myx5NCY0OYdfqff7tFCo5n+96F7vZznfP/Ygk+SLkHpcH4djC9QYpfYVKgcfli6K4HG4KD5Rw2d1DadWrGR0GtkapUtJ5SHtevvo9lGoFz/7yEJ2HdPA7SgNu6E2HAW3Q6NWExYbSYWAblv24BpfNzXatEltDk8mK/Er/Ry/8cin6YB32egdao4bb3xrDMz8+dFrPw/mCPliPwiMRvLYY0ajDEWkkOcpA6dxteDs2gWoTnlbJZDaNpq6klro6K/OX7yE9IZwgTQr33jCJ1ybdTHCI7uwM+CzaolNFTJ4AOkiSVNrQgOs7QRCeaOgiHFjK+z/G4/Iwaec75O0sYN+Gg7Tv35oti3cy+5OFtO/fmpqyOjYt2kZFfhV3fngzBzYeamgOCQqlHI/Ly89vz0F0iwhyCAo18PriZ9ixfA9dhnUgJuXM5ewvnrwCc7WFIXcMQq6QY693sGzqKnqM7ESvUUejP0qVko83vs474z5lx/I9zP9iMTe+eDUvzX2c0bHjEL0iSrWCcW80zmd99rI3KcstZ8wLV6FUKWk/oDULduZycMNewswOHMM6ovltGzK3h9s/mYZGpaBzz+ZIgsChrbmktUoisWk8sz9dRHBUMLWldSjlMpp1zoS8WnJ35JPcMon83YU0yc7gnbGfMmH9q5irLZTnVzKtZBKfPzKZlb+sZ9eqfdw38TaCIgw8New17vzwFpKaxmOqslCeX4VGp0IAWvdqzuaGyEhCVgwqtYLKohoEuYBSreCZnx8gs336GT0v55poo5Fr6M5ODrCsIBeXvJoawYIqVE2oysHh0mhiDGYS4+3sNVm5vrob1c1zsAflk2N1IhM1zNi9l1a9zpJjIgFi4DJ7DAF7dIESFhvKZ7ve5fcpq/B6vfS9ugczP5yP1WTDarETHG7k2+d/xOv28vay5/j4vq98C2ECyBUy6mvqmfPpIr/kaVJWPK8teoqFXy3jsvuGNoqYn26+e+EnMtqlcuOLV6EP1qE3avnlnTnc+tp1pLY6WisTlx7Dxxtf555uT6IP0vLGst1M3P4Wt75+HY8OeAEkCIkK5uZXrvbvI4oiL4x6i5CoYIaO648+SEdCZiw7V+xFEEClUeFOjYK4MFi9j9vbPkxik1ha9miGy+mmpqyWVj2b4bS7sFRZMIYZqCmrQ6NX0bJHM4oPllJRUE1oZDCmagvBkUZ+eONXuo/sRGluOamtk/li73t8/ugUXrt+Ai26ZvHkD/ezeuZGXr/+Q749NAFjqB5ztYUlk1eiDdLitLnIaJfKjgZxgTZ9WlBRUEXBnmJUWhXBkUaemnY/mR3STmsGxflGSotE4rNiWTt7IxsqLNjlQRTuLUHRKhOFTI4qMojyJBl1cjdKQc2gnlnk/raZkDozu9buJ/SWi1i+I4fhvVqf+cGeZVt0KsdELklSKYAkSRsEQegDzBEEIYHAWt7/NT+8/ivVZbWU5JQhk8nwur2s+HkdI+4aTEVBFUgSpgpf4fTkF37m/om3sXvtfkpzy4mID2f0oyNp1i2LHUt30/3SzhjDDGh0atJa/f2ixb9LaHQwqzfv44U3PmHdI+PRKBVUFVcjk59YhO5I80qbxY7WoKE4pwxRFGk/oDWvLXjqD82jbnn1WqwmKyOCb+CXyi8ZfsfFLL70NSSFDG+9A/XK3YQGaXE5XBh319FhQBuKdh/gqR8e4IfXf2XZj2vQhxqRK+SEx4ZirbXCigLGLrqBN8d8hFwpR3R7adunJaPuH0bTTplo9GpWz9jArE8WMub5q3jkm7vYuXIvnz06mVkfL0Bn9K2a5G7L5cUr3wbAYXXgdrmRyWXsXruf1he1YP+Gg+xdm8PdE25BlERsZgejHx155k7GeUTnJklU/LqHnNVlWDvYUWtluL1yTB4NthoNUXFVtLVlo/60gK739WLZrn2Ep4VRUOllxoDxPDRzLis2HqRj8Rom9LmWLjFnXqEs0O6wEQF7dIHy3m0TaZKdwYqf1yFXyNAFadmxci/3fHwr8z9fAgJ4PV4kSeKT+79m+J0X8+1zP1JTWkfLHs0YcMNFxCRHYKq2kNE2lZjUKGQyGdc+efkZH3todDC/fbucr56ayqTtvmtzTGoUEfFhJ9z+gzUvAz6Zd32Qjr3rDiJJcPn9Q7n97RsbbSuTyRj/7o2Yqszc1PReJud+TL8bevP1k1ORJF9PPHW1mRCDBkeQFkOonuTmiQhygWG3DWTKiz+TtyOfmLQYZAoZ2iAN8mo5Xo9E5yEd+OHNmXg9XlJbJ6FSqxh0c19SWyfj9XpZ+PVSTJVm+l/fmxd+fYRF3y5n5ofzWPzdCpZOXYUgCHz+2GRSWiQhiiIetwcRCa1BQ+6OfFp0a8KBLbnsXXuQJ6fex7alu2jaOZOel/170YH/AgNu6M0nD3xNzvYCRATkYcHICmvxdo1DaXPg3nqQ2/uPwFRrRTMyhR1bC5EpFchCjfxS9RX33vg+P05awoRnfmLatAcIi/l30tan4mzaolM5JhZBENKP5PM2rFRdBPwK/H2ZpgDnLfl7i7itzUN8tPE10tukMOal0cycMJ+rHhnJ4xe/zM6Ve9m3MYfNv+3A6/Gi1qlwOVwolHKCwo3kbM3jsx3v8MNrM9AYNAwdNwCAtJZn3hE5nmZdspj48HdM/OY2NEoF74+fRGLTeC67d6h/G3u9nZkfLeSKBy9BrvClBugalC5Co4PRh+pRa1Un7GjbZUh7Dm7NRR+sY8eKvTx36Rso3L5icrcAWpnASwuf5vnL38KcWwtl9Yx943r0wTo0Bg3P/PwgO5fvoWBPDMnNEyjcV0ztrW2Ys30flrp6el3WBYVKgSATCI8LA0lifIdH+GzHO5iqLTzU5zm6XNKBMc9fSXl+JQ6rg95XdCOlVSILvlyGTC6gD9bR95oe7N+YQ5+re/DbN8vpMqw9TTqks3HBVvpc0wN90FkKAZ8HeEQPPxXNYF38KnLbG3E4VcTq7RSXRiCJINN40ck9RLCMomstfFRmRd/eyc6CYESdm1vn/cwKUx7NWkQSGVLBe7sWcEl5N6x2F0NbZxKvCzkzAw/cbh9LwB5dIMz97Dc+uvcr5tRPRiaT8eAXd7Bq+jpuemk03zz7A7+8O4fCfcXc0fFRZHIZsgYhFUOoDofViVqrZsL615jz6W/EZ8bQ/7pe52wuLbo1Yc7ERTz904MAPNjnWa5+/DISm8T7tynPr2TD/K1ccvtA/2tHrs8pLZPQB+vQ6k+sxDToxj4s+nopIZFBLPp2Gd88NdX/ntvhRmvQ8O6Mhxnb8gEqC6qJTAynzzU98Dg9NOvahAFjelN8sIxdK/eQ3jaVivwqPG4PVSXV1JTVcvkDQ3HZ3IRGhxAWHcK+dQdZOnUVj0++l5eueocHej/DyLsupmXPZpQXVDH/iyWMuHMQBfuKWDV9A9uW7iYiLozUVkmU5pbTqlcz9m04xMAb+5DZMZ28HflkX9yO7IvbnYmv/7yktryOqa/O4JcvlmC6oh36PBtyj4TgFaGkHG+oASEuktlL9mDRa7DaLIgqgeByM3I03NrnKUocXpLS4vGYPUx++Rfi02IIiQqiRfemZybz4TxyTMZzXIhckiSLIAgXA6euQgvwn8Dr8bJu9mZG3HUxyc0TfK+5PPz6wXyqimvwuNwsnbYaj8frC4/j6xAuSRCVGkVGu1TGPO/Lz73+2XP/s9AZtUza9pb/+aCb+mA4Tu/cZnGwY/luht42gOIDJf7Gjod2HOa7534iOMzA9c+MYtbHCzBVWrj+2cbdzjPbpfHsLw/xYO9nSWgWT8HuInTBWjLaplKeX8mXT05lSv4nrJ21kRevfAe300O3kZ2Y8+kibnjuCg5uyqVNnxYs/2ktKo2KHm49y5/9FYXTy/r5W2jfrzVypZyNC7ai1Kiwmu0c2pZHWFwIkiSRs+0wv7w3F4fVQaueTcnZmktpbjmCDPpc3YO+V/cg++J2fPbYZLoOz6bb8Gwy26fhdrlJbZ2E1nDmUhfOR0ose1lcsJnbEm6n/qeFlLaqJaGmK7vqitAGOwjROkGUKLIHYw7zollpQ9sylLjEQoJ1NjZvU6H2CpSHHcZbGUpNsZeX5csQNG7eLV7Az31vpUXoGUjxCsgFH0vAHl0AmKst1JaZuPrRS/1N++rrrEx+8RcG39qXmtJaig+W+u6TJBA9IgqtEvASnxlLpyEd6Ht1DwDGPH/ufxaprZL5dMtRezT60ZFkdUhrtE11aS271+yj95VdqS2rI7l5IgBbf9/Jp/d/TUrLRLpc0oFJD39LRrtU+l7Ts9H+A2/sQ22lifdum0hwZDB1FSbCYkOJTYuiPL+KmRMWMMc6he9fmc7kF39GrpBjqjSzdvYmJh/+mLdv+YTL7x/GrxPmEx4XhmTU8fOCPSiUClbP2EBUUiQRCeEs/Hopic3iWfL9Csw1FsJiQxBFkdwdBezbmIPD6qBppwwWfbMcU7UFpUrJJeMH0a5vS5p2ymDSw5MZefdgZHKB+IxY6ipNp1RL+3/D6/GyZvYmVv6yli83vsr9d32OBzVZmeHs2JmDcl8xRAQjCQKaUC1VWgX6FYfwtEvB2TIRRIk8YzhIIkV7yhAiQ5i3pwjthhyK04PQvfgjC7a8jeZvNGH+S5wvDRYlSdoOtBQE4SFBEAYd87pbkqQpZ3x0Ac4KLoeLLYu3c+XDI1Aofb6q1qBl5N2DWT1jAx63F0Oogdi0SP9tgUIpJys7HbvJxlWPjDiHo/8jdquj0fOmnTJJyGx80xgeG8or854kf1cBz4x4HYDDuwu5ve3DbFmyg+Kcch7p/yJer0izrlkn/Jzw2FA0Bg0Fu4sA6HRxO7weL2JcGMpwA189NZX0tqnEZ8WCAAOu68XYN67n2ZFvMvqxS2manYlWr6G+1krnrGQMMgVDx/UjJCqY1r2aEx4XyivXvMf+jQe57qnLGd/xUZ6/9C2MoQbsSjmz66w4HC5W/LSO1b9uBAkMIQYK95f4V5+2L91FwZ4iMtv7DKFSpfTLGl8ImFxWdtduYW/1aARFCY9Mmct7L49jYOfmRIZFEm3W82rqpTzdbgSp2jhWmiI5kNscRZNQWhUGEWJLIr8yjLiMMnRRZpBENBYlVrUVZWwNKGR4LGpe3rSUw5aa0z5+QTrx40IkYI8uDExVZvasO8B1z4zyv5bcLIF+1/Xi1w/no1ApCY8LwxihB3yy84Ig0KRTBnUVFi69e/C5GvoJOd4eZV/c7g8KU827ZPHYt/ew/Ic1fHzfVwDM/HgBj/R/gcriKvauO8D9vZ4mqXkiyS0ST/g5iVnxyFUKTJVmBDk075aF1qBFEMBqsjF30mKadckktWUiolfkno/H0mlIez594Bse+fou3E4PYTEh1FWayWgaR4RGRrMumRjDjAy44SIO7y7g88cm47Q56X9tb65NuYMZH8wnPDaUnMJa9tsEXA43sz9ZxM5VewkKNRASGUThvmLa9G6BXCFnyZQVOO1O4jN89jgkMpjuIzudgW/9/KQ0t5y5k35jwp2fU1Vcy3u3TeLdD27lkuxEvKEGPN1a8vbmN7hmXF8SQjTUl5hItEnoHU46Z8QSeagU+b5inAoRUVJgj9Uhj9VgijRQHaxFXesiNC6cx5/6GZfrxPLP/5Q/s0Vnwh6dSpXrY3wh8jXAi4IgdJIk6cXTP4wA5xKtQcvri55h58q9vDHmQ3pf0Y2lP6xm77qDOG0+fXGryQalEBoTgsvhxFpnJ/vidmxasJWDm3NJb5NybifRQEVhFTek38W04omERAafcvuWPZrxQ8lnAHzx5PfIZAJ2i4PWvZtTsLeYoWP7o9KokCQJh9WB1nA0nL5qxgbiM2Np1rUJkfGhLJ26mud/fYRPZmygTVI4lh0FBEUYGXHHxcT1ac59j37NrZd0JijMwJdPfs+YF65i99p9PqGAd2bTJDuD7Uv3cOd7N1GeX8Uv78xBrpTz/SvTkcllaPQqPE4P+hAdpbnlKC12JLdI/xt6sWTySnRGLd0v7cycTxdxZ/ajXPnISIaPv/icpjGcKw6YKnh522+osHGwPh+newTdE6KhuZr1ZcXcl3UVZME9bboSatChkMvoEZ7NJ571vH9oBWlBcubX2OiqjsPrrUaQe7HZdDhccpRukZAYAWuNilRlOFmiHvvWSsJ760/vJAJd3hsRsEcXBolN4nll7hPM+3wJh7blIZPLqCmtY9X0dYiihMPqRBJ9fxjBkUGIooilup57PxrLAxc9Q0lOGU2yM87xLHxsmL+Vd8d9ytTCiX9p+0vGD+KS8T6f++e3ZyMIApYaG71GdaGisJqLb+oD4KvX8Ip+uVhJkti4YCvprZPJaJtKWGwIq3/dwDvLX+Dhfs/TtFMmMrmMhKw4Rj04HKfVybOXvcnVj45gz7qDzP1sMdc+fTnVJdXYLHYKdhwmKioEmVzG/RNv46d3ZrN06moMITo+uPNzFEoFTpuT4MggZAo59XmloFWDKNH90mzWzd6My+HmotHdmfXRQj6J+4qIhAie/eUhMtqe+dq88421szcx/4slHN5VQFVJLaIo0e/Gi1hqdqMMMzK2QWCnotJMVGQQrdulcvkDl/DubRNZMX0DMe1T2bDtEOkResyiFuN+E4JBh0uvxZpbiSE2jPrYIFoU1pOZGo5TkFAoTmND5LNsi061bNoL6CtJ0uPARcDIMz2gAH+Pd8d9yi/vzvnH+9vr7Wxfttunkd40jjZ9WxKdEklQmMHvlADIlb6fikIpp3nXpoREBjHk1r48/eOD9Lm6+7+ex+kiKjGCSTve/lOnxO3yNWs6liN1JOmtk4nPikWpUbJz5R4yu2bx5suz8HpFlv2whru7HJU3Ljtcwe41B2jSMZ2l369kzqe/EZMWRUxKFM/fP4zLLu9K+/6t+fzRyVwyfhBatRJTcQ2PXvwyZaZ6dq7Yy3u3T2LepMUIMoEm2RmERAUhARq9Bnu9r8mU1+MlPC4MmSDQrHMWXlEkoUkcWp0aeaWZmJQoig+UojVo6HVlN3au2ktcejTxWXH8+uE8Zk9cxJyJv52ZL/s8xqhUY3I42GnNQa62UW/WU+ncw9XNZ5IdneDfLjLYgKJBFMHuddM8LZxOtZGYJBdXtG/B+vIiKmtDKTeH0kadRJBMiTLGRfuIFEa1aE9UoprDMWvI1Bkwqk5z6BzBp4RyoseFScAenefc1/MpNi7c9o/3ry6tZdvSXRzckkvLHk2JTIqgTZ8WlOdXIDY4I5Io+aIkMgG3001Ky0QikyLI7JDGx5teJ6tj+mmazb+nw4DWvLX0uT993+U4cS8rgCbZ6SQ1jyckJojVv24gvU0KH937JeBrNPnmzR/7tz18sIy8XQVEJ0ey/Oe1LPhyKW37tEKtVfPBmlcYdtsAFEo5K35aS9+re6DUKik5WMo93Z9CoVLwyzuz+fyxKSydtoaUlslktEtDa9AgACqNEq8oIYEveyJEj9PupOcVXTBXm2manY5Gq0LpdhOdGoXoEVHr1Awd15+l01YTnxGLpdbKxgVbeGfsp+xcufc0fbv/HUKjg8nZmkdpbgVuhxuFUs7SySuIKq0kMuJo9Cwq8qgKmaWmnpF3DUaXEY++WSpJneLZH6PBGyxDUnsJ75KASitHFhXK6KHt6RoWQXyHDJbsLqdjqzhkstNpJ05ii86APTpVjYlLkiQvgCRJNuFElcABzilDxg3AGPr3V2pdDhcb5m9FoVQw4Z4v0AfpmLjtLRZ88TvfPP1DQ+H3USUGr9tXW1JdWku3EdnsWLYbY5jxjMos/lOSmsYjiiKv3/AhuTvyqSmr5d6Px7Jr1X72rj9Az8u6MPKeIfzw+q+4XW6yB7UlJCqYg1vy6Hl5V1b8tAZtkI79Gw5h3l9BhNPGzS9dTUzq0eZ6b9/6CTaznfb9WuK0u8jfU8S62Zu4pcV9vDL/SSLiwgiODCKhSRw7V+5lyeQV3HpFT5alRfFFQQFTvrsbuUJO/+t6k94miZ/emU1FfiVt+7Tg4X7Po26QTayvsyGXy+gybgB7DlciSaBQKug6PJu1szZSXlhJ2WFfE8uN87ZgszioqzChMWgo3FvMM788dN5Es84msbpg3u00kqFL3sclyrA65UTJurNqj5oFxS/wcOur6RbRmrvnz8K+soAJT43lkK2KLw6s4+rsTuQZKpnz3X6ik4Ioi68hTZWKXfTQTkzioqxkOidEc8eGCXgccfQ2tuemm85QOmMgYnIsAXt0nnP9M1eQeVz9xF+htryOw7sL2bc+h5W/rCWhSRxPTLmP8R0eweVwodGqkStlfjt0JGKi1ChIzIrHXGkBaFRQfj4gV8iJz4jFVGXmjRsnUF9npaq4loe+uIPVM9azePJyHp9yH1kd05n+/hyCI4Jo26clSrWSvesOcum9Q1nw5RK0Og2bFm2juqSWZp0zufLhEVQUHO3/8djNX6Kzebjs0k6Yqy14XF5mTpjPtqW7eG/ViyiUCqKTffZr1+p9rJuziTvev4lf3p3DmpkbefrHB4hKiqDr8I50HNiGl695j7Q2SeRszuOOjo8itWtKSNt0TNsO4fWKdBnWkZyteUgiNO2cRd6uQiy19ZTnVVDe0FT59+9X43F6KM0tR6GSUVlUw9M/PkhGu5RzcSrOKU07ZXL1E5fxwXhfdobb6abzyM4s1sLwAc/y6ce3k9wsgbGtHiCtdRKPT7mPnSv2snvNfkZd3QWVQcPXj39PUPdMLFoZWQNa4HIL9G6SSp/uGeS57KytKiO2RKRf3+ZcfEOf0z+J86j4vakgCEe66QpAesNzAZAkSToLAsoBTkaTv7E6JIoiE+76gqKDpVz71OV8+cT3TNz+FpNzj668vDT7cW5pfh8ScO8n43jv9kn+95KaxdP/ut7kbM3lraXPnVdOiSRJrPhpLb2u6OqPgKi1KmxmOzqjltdvmEBKyyRMVWY+e3QybreHb5/7EYAf35yFXC7j1YVPERodzPq5mwiLCiY4wojWoCFncx4lh8q5r/tTfLXvfZ699E0em3IPyc0S2PzbDr58air6IB0PfnkHTpuLyS/+jMfl4dFv7mbWR/P5+ulpDBxzES+Meousjul8/eN9vHDpW1z16KVsnL+Vt1fsofxwJaIootIqiUoKx1RpJrVVMtt+34Wp1oLC46Fy+2FUMhnbft/JbW/fwPIf1/g65ApgDNGjDdJScqgcBCg6UMLNr15D+/6tUKnPZnfY84d71sxGJ1PRLLKYQjzMLHSilaJJ2GFij85MhLuSvLodJKTYOVhbzeRDW+muyOS1hb9DGw8/PHYziRGhjFo2iUSNkf2uOu7p3o2UsFCGv/UNlrBomqZG8/JF15y5SQQck2MJ2KPznA4D2vzlbW0WO2/e/BGiR6TvNT1Y8OXvvDr/Ka5+/FL/Ng9+fjuvXvsBcZkxdB7anmmv/ep3Sppkp9P3mh6UHCrnqR8eOO1z+TfYrXa2LN5J9xFH6ycUKgWVBdUgSHxwxyQkCeRKOU8Pf43L7x/Kz2/7Mh8MoXocFgdTCj6h+GApMz6YS9dLOrJx/jYuGt2NZT+sITQmhBevfIf3V7/EC6PeZuLS5wgON/LDGzPJ312IRq/h2V8epjS3nCeGvEL2oLZc+fAI7u/1NPV1NmJSo3j1ug9IaZHIk1Pv48ase3hv1Yt888wPvHXTR9Q1tAIIjwslLDaU8u37iWuXhgmIy4imcF8RpTnlKNUKprz8C9c8cRmfPzrZN1HBt43VZMde76uvqas0c9eEW+k48K//Pv6fsNY7mDJnN0KQHm+zVBS7c1j363qCEyNRGRUUFVRyaG8xZcEGdA4vy3YeYqdBwNsske9f/onE+DC+2vc+EQlhdHpnIpFqHfVKObcO70NZZS3TXv2NkIPVDLq4Bbe9ctWpB/RPOI8ck2ZnZRQBTgu1FSZW/LSWEXdejMvhQqVRUVFQybIf1mCptTLk1n7MmfQbsalRJDaJ48u97wOQuyOfdXM2s/zHNcSmRTPsjoFUFdXw3u2TCI8PIyopjKIDZfS6smsjo3Gu+fDuL2jSMZ3ywkoObT3M6hkbaP7+XESviBuJHCQksw2hzoYgQHFOKR6nB7lSzro5m5ErZHg9InKFjPTWKai1ar55+gdMVRYSmyawa9VeqopquOT2gexdd4Abnr+Su7o8wfXPjOL5y94iOiWSPtf0QCaTUVdpYsJdX6IP0uK0Oflky5sAXHxLP/pc3ZNl01bT75qe3Pr6tdSWmWjTuwWTX/iRooNlhMYEYwjTYa6qx+sR0ejVGMPiKNjrK6q3tErj98W7UFXUodGp0Bi0/PrBfERvQ7cwCerrbHgOlvmjXM27NmHzou0U7y/h3k9vO1en6JxyddMm/FiYT05pBKKgJDLIhdojw9i5jqmVy1i49TDVkXZi40K5ZuYUiLUhVYUwumdrmsXqiAyTI5MJfN1jDPfO/5WIhZW8JazizV6DiAs20jWqGXcP7XnqgfxTJAKqXI0J2KP/EHm7CijYW0yPyzohiRIKpYKcrXms/nUDEfFhRCSEs2r6elp0a0L3kZ3ofUU3ANbP3UxJbjmzPlpATGoUQ28bQN72fKa/N5eQqGCSWyZyaHMu1zxxGd1GnB+F016vl2dGvMHw8QPZuWYfBzceYsuSnbTq2QxBJlCwt5i6cpN/e12QFgQBj8uNRqdm1fQNaIO02M12vG4v/W7oxb4NOcz+eKFPdUylwFxbz5pfNzJ0bH/M1RZ6jerCQ32fY/SjI7m1xf2069eK5OYJeD0iFYVVvD32YzxOD0GRQQwZ2x/wRbSikiJ497aJXH7/UHpf0ZWSQ2VcMn4g93Z/CkEAQSbDEK6nvtqKpcZCix7N0OhVWKp8zkr+riJkchlKtRKFWk5wVDC/fbf86JchQcnBctQ634KYQq2gQ/82TH1lOjazjRF3XHzWzsv5gt6goXu7BNbtyaFMKUfQqZE7XGgcLgp7JPDxN79RjxZziB6rxc4zj36LNyUMXaGbW9+/mRCvSHhcKCq1isV33sQjnZ8kul0q79qXc+fwzsS7PYy8oy9Dx/U/MxM4y7bopI6JJEn5J3pdEITuwDXAnWdiUAH+HFEUGykqXZ9+Jw99eQdteregtqyODfO3oA/W8tPbsxn35g1sWrCNvF0FSJJEdWk1va7oyp7V+7m7yxP0Gd2dQTddxI4Ve3BYHQSFGwkKNzD01v58/fQ0+l/fG0GQWD93K5O2vUVEfPi5m/hxzPt8MfM/X0xiVhzfPvMjCpWCJp0yKM4pw1pnxSWX4eiYitC9OeqVewjTKnE53Hi9IvEZsexbf9B/rFEPXELHQW2pLqlh99r9eNxeDm4+RFVRDQqlnLQ2yXx0z5fI5XKsZhuleeW4XR6ikiLYu+YA9XVWEprEY4vWoiw0Y6mtZ9E3y7n+mVFodGq8bi+JTeOw1Tu4Kn4c8ekxaIwaSvLKfc2mUoNQH6omSK/GYXWSt6uQFt2bYq6uB0CzJx9vvROvx4vVZcdqsuP1eMlom0LO9sMggUwp869OqXQq9qzdj8vuRq6Q0f+Gi2jRrcm5OE3nlMtTOtIsLJJ7P1lIsy7rwZPIZosGnUGNqd5DeKib9LgqSi1yBEcQXSqSmHTbTTy85XsKVVvZUN2ci6JvIkil4Z1ug3l312xWl1tYUDWHJ29sQ0WVnfWlP9EjfvQZm8OFqsB1IgL26PzD6/Uil/uKbGvKarm15QN8vusdwmJCKckpY8fy3RzYdIia0lq6jshm4/wtOGwutv6+k5jUSNr1bUllYTXjOz7KkFv6kdE+lYJ9xSjVSgSZjORmiVzx8HDu7fYkVz4ygp0r9lK8v4Tp1V+f24kfxwd3fEbOllw2zN/KrI8XYgzT06JbE/asOwCir1bwWAxJkXhMNmqLq8noksqeNQf87935/k1ktk9jx6q97N2Qgz5Iw+aF26ivqUelUaIL1vHuuInIFHIsNRYObc8nLCYEl8PF7rUHqKs0E5sWhVLts3nFB0rYvzGHDgPaoDFoEGQCrXs1o77Wxvj2j5DZPg2rxY7VZCM8LpTqklrfGMP01NdY2bfhIIlN4inclweATCHD1TwRobQWeaUZe2YoaTqB+Mxoig+W+yZh1GGPCUN+qAhJklgzayMOq5OP7/2Kvlf3wHicfP+FwHV3DaTvxa14oO/zeF0eklsmUu7woC/zYvaIqPRuapvp2CSpiPx5L5d1bsX4j0dxY5N78Lq9KFUK+l7Tk4ggA0/8+ABfvfAzzv0lfLBwA09PvI3lXyxj2Q+r6Xv1mVksO5u26FQREz+CILTFd/G/EsgDpp+hMQU4CU8OfYXsi9v5mwU++u3dZLZPZf+mQ7x+/QcoNUpKcsq4+vFLeWzgi8RnxdKkYzqrft2Ay+ZqSHrwHWv6+3PZvWY/ebsKGPvadXQa2p7PHvmOqa/MoGmnTJKaxTf0xpARGh1yzuZ8PMU5pbx7+0TkMjnTP5iDxqhBrVGS1T4Nt9ON6BXx1NRj3HgI0SshEwRqzTZCooPxuD0o1Qp6X9WdLYt3YKm2sPCrpfz87RzcDg9SpS8KYTPbiUwMR/SKtO3TEn2IjqSmCZTmlrPwq2U075LFkskrSWoWj0av5nBRBTUD29NNktO+f2sy26cA8Nkjk6ktr0MbrGXvmgPc9+ltbF60jVXT12MI1WOz2FHU2JDZ3DisTgS5gOSV2LN6n7++JzJIR3mdDQQQBIhKjqA8r4q6chNqnRqnzddQzC1zIbpFXHaXX5Hj8Sn30axL5rk4TecctVxJU30ymS0M5LtDMOiriEaJ05GBzqnFGLWHknIdT2SPoTbLSY65mj11JTQPSmRYwhDC1UeLEmev2EOdpOKabrVYPLlEqPvy7JbP6J1RdEYdk0Aq14kJ2KPzg2uTx/PYd/fQtk9LwmJCefpHXwfq5T+v5csnplBbbuKWV67FGGbgxSvepueoLlSX1LJvw0F2r96PTC4gen3F7F89PZWgcCNqrZorHh7ObW/fwAfjP0OpUdCuXyu6DutIeV4FLbo1PdfTbsSib5Yx77MlyBQyNv22HWOYHoVSQfagduRszUOpVlBfa0OmlCF6RZRqBWVyFclNwjGX15HcLAG3y03JoXKstTa+fGoadRUmf0TcWmclNCYYfYiOzHaptOjWhGmvzaD/6G78/v0qVv6yjs5DO7B33QFs+mCMiVEUHyxDY1DTaXB7kpsnEJUUAcDbN39Ms65Z7Fl3gIrDlTzw2XgWfPU7+zceIrpjJpXbcv3zqq+xIsgE7GYHeTvz8Tb0MNOH6HHV2RCcbuRKOUE1NeRuKQPJV1Mjer2otEoklQJRLsfrEfFIPunajza+fkE6JQChUcE4rA4S0qLIzynn8P5SNL1b0SrKQOmK3biCNMSUyHlv+kNs6V5IeKiBtbM3cem9Q+h7TU+MIUdriacs2kFIj6aYp61CCNURrNcw7aettE0POWOOyXmTyiUIQhYwGrgaqAZ+AARJks5AZU2Av8KdH9xCcIOKg6nKzMqf11GWV8HUV6dTWVSNXCnnhzdnIooSGr0aU5WZ379f5dv5GKdEqVHidrjZtzEHpVrJB3d+hkwhR6VWUlFQhb3eTlxGDOvmbGbADRfx27fLufjmvudm0sfxwZ2fgQiCUqCyqBqPy0t0UgRzP1vM4Fv60uWSjiz+bjkV+VUAeAFDiJ5qtxdvUgSWWivLp60GfDf6XlFCOUaLYPYgfOPFUe/AZXdRU1qHPkTLzc3vpeuwjtRWmjFVmrHXO9i2zKdidqRLrtzhYcgBJxXV9Wgzwuk4pD0AQ28bQG1FHW/d/DGRCWEkZMWxccFW1Do1hmA9lhor2t3lcCQrq6FmJCwujOriGlQaJZUlDf0xJEAmUJ5X5f8unHYnWdlpHNiYS1C4EavFBiLIFHKUgkBVSfUJu9dfKEiAWlRRXmzEHaPBZZcY1czBT0IJbmqIjJaYtm8HY9t2RiYIVDkt1HucRGpC/MeoKKjkx5s/4f1Nr3NAW8z7e5cwEpGaHW50UVf86WefSwRBSAS+BWLw/bomSZL0/nHbCMD7wBDABtwoSdKWsz3Wv0rAHp1/vDT7cZJb+FTuDu8uZPuyPeTuLOC7537EarIRHGFk4sPf4HF7CQo3sGnhduwWO+DrPyJ6fQZJrpBjtziQJAlDiJ63b/4YuUJOaEwwy39cS0a7FHK25mGuqScuI5atv++kXd9W52zeR/B6vHz55PcAqNQKSnPLkUSJ1FZJfPfCT9z4/JWU5Jazd/1B8vcUgQhuu4fQknIKt+cAsHLGeuprrAC+DvaS6HdKQqKCqK0wUxphIKTExO61+3l+1Fs0zc5g/4Yc3C43HqeXFT+vJaVlIqa8YtwNC5CDxvRhzcyN3PLaNX5RgEvvG4pCKWfhV0tpN6AVSrWCkMgg1HoN1tBgRLkMmehFOmKPGlbH1Do1bocHfagWS5UFBT6xAa8MavPK/N+HKIqktU3h0NbDNEuLZK/bi1qnwu30YAw1UJpbTkbblDN+Xs5XJFHCGBeGtXUiQevzUCgVmKL0VGanYgtVEfzDJvbM2Exyj2YEGTTk7sxHa9A0cko2LtjKvomLmLTlTabkV5G/p4hNMzfi3XuQS1975BzO7vRxKrngfUA/4BJJknpIkvQhvvu8AOeIoDADNWV1eNweJj38HdPfn8uciYsIjgjC7fQ03FS78Tg9OKxO7PWOo12+G5wShUrOkXtVj9OD3WxHwlfo5rS7cNpc1FWaKT1URvnhSuprrWj0p1sK9e9TnFPKPd2eYOuSnYBv7B6nl5jUKAr2FiPIwO32IJfLqMivwhh2dGWmvs7qc8wEMFUezfUNijDisjsxTlXh/MiKo96B0CCz5/V4qVEqcHTIYM2sTRzcnIvT7pNQDgo3cnhXIXarA7fDtxrUpndzqgpr+FCTx3uTZ/PRvV/yxpgPWf7DGmJTo5EJMlbPWE9iVhyiKCGTyxg6bgBRCb7VrOjUSASZgEIpp65hjC6HG7FhpUqtV/kcl2ORoGhfqe/7cHvwurwgQceBbXC7PXzx2BSuTRnP7E8Xneaz8d9Ap1JyX7++vNFxFG1iTNzZag7Ftm0oRZFNhU2oymvFLVmdaBYaxbCUZvSKbsLdTRvn6UYlRfLEt3excfp6dhdZebzZKIJiQgjPlLPLUsC3m7edsfELonDCx1/AAzwoSVIzoAtwpyAIzY/bZjCQ2fAYB3xyOsd+BgjYo/MMfYgOU6WZ2goTE+75gikv/cz6OZsIjQlBrpBRb7L6ItFeCbMow15vJzQmBDiqrKXSKP3Hc9Q7G1JoZYTFBGOusqA1aijcV0J1aS05W3x9TY707ziXbF+2m1tbPeBPfXLaXEheidi0aPJ2FCBXCCi0SsrzKynaX4JCKUdouOMyNaiIAdhMPml4QS6gC9ZRW2bCGOa7Ea2rMCNXK/BGGLA5XLgdHqx1NrYv30PRgVI8Lt/PPyQyiENbD+Mw2/G4PChVCtpc1Jyq4hpeu/5Dfn5nNu+M+5SvnpxK4b5itEYNBzflUnKoHJfDTVhUEInmOq5/ZARKle98pLf39RuRK2XYTD5n0mHx2T9BEJApZBx/JZJEiaL9JcjkMnJ3Fvi/l06D22CprefNmyYwru/LbFp1gAuRuPQYbnpqFE9f0Z367Ej2ZcsoqDAheBVoTG6S+7Wm7dWd6JGdTpvmCVx6z5A/LAi36dOSm1+7gbXL92Gpq+f2t8cQnRKFWq1gzvTNrFux/4yM/c9s0V+0R3+LUzkmlwNlwFJBED4TBKEf/OG3GOAssmTKSiY++A1ul4ecbXko1Aq219rYllOG1+NFrmzcVMfr8vprD47gcXmRjr+/9Up43F68bi+WmnrkChlfP/MDY164iisfHs5FV537XiXbft9FzrbDDBnbn67DO4IAzbs3Jb1NCk2y09EZtCz6ahnzPl9McFQwCpUCtV7l17yXV9ejz60gNi0GgLZ9WoIENpOdiqJq/+ccKdoDkJnsyIt973lcHv8Kn8fja2wYEmlEkAm06NmEhV8t5aONr/FBck8KPl3Pmlmb8Li9PPnD/bidbioKq5jxwTymvfErbqebyuIaHFYHWdk+ec3yw5XogjSodWqfg3EcTmtjzXuZwvfna7PYkZQKFCpfALRp53Q2zN9KZodUvB4vlYXVHN5dgNd7Yd7Dra44yC5FJU+mvMbU6dnMzGsKgpYeaRqe7jWSl9Yv55e9u1lRdoj8el90yuF1M+nAclxen9MZmxbNgU2H+O6zRbw3ZzWDFnzNIUsI6zfaTniuTgvSSR6n2lWSSo9EPyRJsgB7geO1VEcA30o+1gEhgiDEnrbxn34C9ug8Y+orM5jxwXysJpsvQi2DrUt2UbS/BFGUEI6cHoUCWVw0yOTUltU1OobL4cbradylWpTA6xVxOdyYqy1Ul9XyzTM/8O7KF7n6sUvPi5q5JVNWUJ5fyW1v30CT7HQQoGWPpjTtlElG+1REr8TEB78lb0cBxrRoFGEG1Dq1vycYgFKtJDQmFEEm0K5vK0RRBAHs9Ud7iKmVCvTL9yOzNb7+O6xO37VAAI1Bw8AxvVGqFCjUClJbJTP9g/l8c/BDbnnlWrYu2cmGeVtQ61Rcfv8wvG4v9bVWPn9sMqt/3UBFYRWHdxfidrpJbZ0EwKGteUQlRWIMM/ojOEfSuSRJQvSI/sgKHLWbTpsLQY7/vZSWCeRsyye1VRIOq5PD2/MobBB2uRBZ/N1y5BYHT948lJDfihC2l6CrNtPF5uH5N2/g8h9+ZGtJKbN37MXs8N27lddZmLzMF8xWqZUYIoPYvHwfS6asZPp7c3noge+pbRPLnh0FyOWnuq3/B5zMFp2BFK+TzkCSpBmSJF0FNAWWAfcD0YIgfCIIwsDTP5wAp2LY7QMIjwtjyZQVHN5ViEwQMCAiNDRDFEXxT/c9slqDDLzuo4YgKsWnb15d5LspCwo3MPyOi7nj/ZvoNiL7zEzkH/D71FUYQw2ERPmaFSFBRUEFa2ZuIHd7Pl2GdwBApVFx1cMjqC2rQ63TEJ0c6V+dkynk/ujPtqW7MFX5Vq6ORCUAFAoFKq1v1Uhmc6JoWBE7FnOlmcXfruCiq7sjkwlUHK6iLK8Cl8NNu05NeX/1y4CE1+1l3qTFVBXX0KRThq9OBN/KUnBkENuX72HVLxuIy4oBCax1dqx1vhU0ZHDCLKyG146MWVLIcfZrTa0EWoMWm9lBetsUDm7OQ2vUERIVxKyPFlKw58I0Bjdl9OD+5gMJDwvl65tfp39MFlpNHV6ZjY8PL+GbEZdzVfNWzC3cza5aX/TJ6XWzo7YQp+j7O0ltlcwzPz3It+PH8PrIIXir3IhhJhxtq6m25Zy5wZ8GQyAIQgrQDlh/3FvxQOExz4v4o/Ny3hCwR+cfY164ClOlmd++WUZpXjmhUSEoNb4FEkmUjt5heDyIuw/CCRZHZHIBSTpqnxKbxiF6RGpK6wBfdPrx7+7h9rfHEJlwfgiwOGxOtizZSVCYkeIDpVQUViOJYDVbWTptFZUFVbTr2woBgWZdM8m4vhemMAOhUSHEZcT4jyNXyIhPj0ESJbYs2eGLTEi+RbAjCHLZyf/mJSg+UMqib5bT+8puCBIU7ismZ2suwVFBDL6lL/dPug2n3YXL4ebLJ77H5XDTvLvPuZMr5chkMtJap/DTu7M5uDmPiLhQACryK/1qYkr1yUuSncc4Tl6Xr9ZRF6xDpVUDEnk7C1CoFQTJRT69c6I/++BC48Ev7mDQjX0YcnE282c8T2JKFKY4PVavmxnvzGHF7WNpHx/H1E07KKr1KaHVWR3szD+aMte1ZxMefnkUL899gmueuIySi4Ko6hdLlV7Noe15Z2bg/9AxEQRBIwjCBkEQtguCsFsQhOdP9VF/ybWSJMkqSdIUSZKGAQnANuCxv7JvgNPH/C+WsG3Zbnav2c+0V3/1FXm7PXhyypE1hIOPNKA6Ef7VDRF/uhJAZUFVo+2cdhfTXp/B969Mp7Kw8XvnkqHjBqBUKbBb7FQ1RDFqSmq54qHhJDSJY83MTQgygfj0aKa+5quFdVodlOVV+KMLTquzkSLXiaivs+KyuwH8DsqfsWHeNjR6Da17NeeDda/w4Z2fc2XMrayft5mXZz+Oxqhh1a8bEGQC+zceokW3JkebVro8/tWzkgNlfodDUitwtU3x/c0fKYBPPMYgH3chcPZtiWJPISqLDXu9ncqiGvZvyGlwdKzUIKCICqLiPDqX54rQqGBESUFhXQhF21W80nYUSpmMHXUF9IhNYGhiCwCCVTomdL4Oo1KD0+2h81sfs6OwjMdem8mTX8wiSBBQuAWUJUr2q/edsfEK0okfQIQgCJuOeYw74f6CYAB+Ae6TJMl8/Nsn2OW8L7cP2KPzg+9e+Inig6VsmL+V2RN/AwnM1ZZGNsjjPHU0UfRKqLVKv30qPljW6P2ig6X88u5spr3+Ky6n+7TO4Z+i0akZNOYiVFolbrfHHwUqPVTB0HH9CYowsn/TIQS5gNcrsvXFn1HtLsJSW0/RvlJkDavaDquTHSv2IEWEILY+gUhJkxRsuqP1BSd1DgTYs3Y/xnADPS7vzLsrXmR8+4cZFX0LWqOWh7+6E4VKwZbfd4EABzcfIjIxHK/bi8flwVJj8V0fvSJVJ1iME8Wjl4b4zFMHVhUqOTaTjYr8SqqKfMfzuryYqizoQ7TUHBc5uxAJjQrGGaSlupWSkOEtGPnsKIwqNUtW7+P+Dl1oHhsFQJP4SF4fMwSAA5sPcVnkTdRVmXnsqV94/Iq3idlSiapaQqosY+u8TWdkrH9mi/6CWpcT6CtJUhugLXCxIAhdTrbDSR0TQRDCjn80vPUTMOovzSbAaaO+zsbWxTuoLKzC5fKtToheqdHqiiT+hfsKobED02gfwRdCt1scuJ1ujGHGExzg3GAI0VNZVM309+f5jZjolVg/dwuHdxVgM9tp3as5mxbtwNIgtSsIAhqDGrmicYrbkVuyIw7Ln+Fy/LkhVCjllB+uxBhmYN/GHCa/8DOVxb6o08pf1vPY4JcJiwkhpXkikighiRKmSjO9ruiCJEBh81gaYiOo9WpCIoPQBmmO1vMcc1r8UZQToFq5F3lhJaGRwb7nxxgvmVyGKiUar0bNG2M+OulcLxTuaNGDOGUCv9xxJ3eu+p4nVv/MYUsNVU7LCbf3SCIRkQZ25R8mdxgkxBjQZR5Ggxe7TqCwTsvEab+cmcH++QpVlSRJHY95TDp+V0EQlPickimSJJ1ItaoISDzmeQJQcnoncPoI2KPzC3OVhbmTfsPr9WA3H1kY8x7tr/RXaLgOO21Hr7PHRv0FmYBSpaDwQBlKleK8aurrdLqpKatl4ZdL/a85rE52rthL4b4SHPUOWvVoxuZF2/E4fTZaREQbpPnjkkCdBSHPV5vR6L38Eqis8T91Oz38GRq9muqSWlQaFVWFVUx66Fvs9U4EQWDepMU8f/lbuBxumnbO8EdlwmJDyWyoJSncV+I/vtaoJiQqCLVehVLrsydet8/JFOQClcUnX+SSyWXog3UAjVKL5Eo5CqUcW62dl65856THuFC4fWhbBhfIeHX8KEa/9B2TPl9IabkJU4NIxPEoVQqikyL5Ze1OPL0jUWUnUNQjBl2Oibq+6RS3jObneWdAw+QfRkwaUoXrjwy/4XHSvU4VManCtxq1qeGx+ZjHmXHLAvwpVzx4Cfl7i/GKIrWlpsZvHnMmZcqjVzbBqEZsuED4OeYnoQ/WNn5P8BWVVxZWc/l9w86b0DlAhwGteWf5C6S3SQF8ymKDb+lLeX4Fotd347992W4G3nQRKq0v39VhdeKod+I+zsHQGX3zFj0igryxlThSqwE0KGE1HofWoPbn9fa+qhsOm6/HSGqrJK588BJSWiVx44ujqSmtJatjGiunrwN8RZ5FB0rZuWovggSK4lrMDY6M0+rEarIRlRiBZHeh2n4YQToasZFO8ncss7sQJKhqOJapyoJMLkMmExC9IvKdh1FVmjBXW1j0zdILttbkCK3CY1k4dBwGpRpdlZP1zi1M3LeS61NPLLOoV6n4qu8Qvu77LtmyMDbUF3J4ZyyhpmRaSDG0Dg5n+uEt2JyuE+7/r/iHqVwNiltfAHslSfqzO4BZwA2Cjy6ASZKk0tMx7DNEwB6dR4x763oObTuMzeLA4258TVEcU+uo0in/vBLouN9yeHxYo9cEBKx1vlX3+z8ff5pGfnoY/chI3l76PMZwX0QjISuW1hc1p2BfMQAup5vty3YzZFx/5Eo5Ulwk1thYbCb7H1KuFUgIJqvPqTv2O3G4Tpj+JoUYkdJ9amhHxAQEBEbePZjasjpEEZp1yaL/9b3oPLQDKa0SEUWRgWN6s3am709FrVWzf0MOVtPRRS9zQ2qz3eKkvtaGIVjvE3cR8NlBma8e9Yjgy58hekV/gX91aZ3fHrsdblQ6FUqtkgNbcjmwOfdkh7kg6HdNT96fdB+CIBDy3Sa+nbWJvTvzuahzxgm3T22VzOhJY/n8x1U03VXLTsGNwSonqFkUPeNikWnVfLf8/HFMAARBkAuCsA2oAH6TJOn4tOJGnMox+RCoBRYAY4A0SZJSGx5ppx5OgNNNXbmJsKgQfyjYzzHXOdF99JfijgzBc5Kwq9V0nFcu+lY1NAY11z19fi1C/vbtcqa89DMdB7YBoP91vYhLj8FR72pUUPj796tQa1WodEpfh90jNBhHjVGNzXx03scrXR0bgQIafbfQUJgo+fKDbRY7xlADdRUmZn28gKmvzSAoVE9wRBDGUD2Lvl5OZHwYqhAtXo0CBKivtREeH0qXhAhCj5EBFL0ibqeHobcN8Gu9u+xuEE4euTkRkiQhNuSBOe0unHbfTfOvHy5g2qu//q1j/b8xJW8Fnx5cRJn9MClZO6EoHKXVxqUffslXG/7kgq5VEX9zfyaNup7po26k/Rel6HVqnC4FkWXJGIxNMNtOb860IP0rVa7uwPVAX0EQtjU8hgiCcLsgCLc3bDMPyAVygM+AO07rBE4/AXt0HiFJvrTX8IYb42PxuL3+663b6fnLCYLVxTWNnouiiCAIxGfGkN1w3T9f+O75n1jx41pSW/qKxa96dKSv+bHkS2M6wqKvl6PRaYjRK1AUNTQgPCadWq1X+YvKT8iJvjunCyw+h+JIGllsejSbFm0nJi2K7ct2s/Drpcz6aAER8aGktEhCqVIy44N5pLZJRKlR4PF4ETRKKlR6olOj6DCojT/KgeBTeWzaOYNOQ9r5oviib9wIPtv3dxC9R38PNpMdl8ONIBN4ZuTrrJm18W8d6/+Nd8Z+yuLJK5i7aDv1YzujbGakaOE2RseNY0uDAunxGJRKsjPT+GTu07w1/lKahkUSNG8fFlctHVrFo4/W4T1JvfHf5WS2qMEenTS1WJIkryRJbfFF5TsJgtDyZJ93quL3e/HlhP2Ez8htFQThDUEQUv/5FAP8Gz5Y+zI3vTSaIWP7odScuP7h2IJpRW45qk2H/vLxZXIZXrcXuUKOIAi4nG5+/XA+i75dRlVJzakPcAbpPKwDVcU1LPx6GeCruZn80i/EpUf5m25pDGqCw41YzTZG3Dm4kQNy5AJ/RPIQQNSrMF3eDvE4NbM/49gLsqnKwsZ5WyjLq+DhL+8kKimClJaJbDpQwGev/UxQZBCiV6Rgfwklg9MpubI5olaFPlhLTUkdW5fswusV/Rdsr0dkd4aByb9vxmo+JnVL8oXRheOGKAkCovGo46XSKv3bSKIEEkd7mAi+tLX6unqCI4P+0lz/X0lRxLBgTh5qMRTJlcHg5jHE1iRSJtgZ0jTrhPsMXfgdBzr5aoKi48N5c94TFKwtpuy3fL7Zux5jK4GY0DOQ9vgPV6gkSVolSZIgSVJrSZLaNjzmSZL0qSRJnzZsI0mSdKckSemSJLWSJOm8jjoE7NH5hUqt5Lvcjxh220AG3Nj7j0IdDb/TE6UXy+R/yblGoZIjSZL/htlmsTHttRks/HrpOS+eHnpbf+Z/+TtFB3xBxvdvn8TBzbmktU4iqbkvmhGRGI4AyJUCSenReM1W//5Hvpfj1RaPRVL9iY23OxEqao4K2gCHdxWSv7uQstwKnp/5CBqdhtRWScz7bAm7Vu1FpVUiekRyNh/G7fDgcXqQXF6C9UrKD1ewbcnOo9GThuvM6hkb2TB369FzeKTNwF9QIlSojypFej2NI0HqhgiKPkiL4ZjFuQuR+KwY5kxcRLOmcQRH6BkxoD1urxthZEta9fxjM9Fqh42rt/6My+P73XRtkcK4Xh0oapfCJmc9P/y0nu6GaOSy06zOdfKIySlTiwEkSarDJ1xy8ck+6pQjbzBeS4FHgE+Bm4D+J98rwJlCLpdjqrKQt6sQr9vjV0A5FlH31/Jwj91XqVEgk/s606q0KkSvxHXpdzAyZAwrp6/jk/u+ZunUVadtHv+U4XdejKW2nvC4MGQyAWO4gXqTnfw9Rai0Shz1TqpLatEZ1fz05qxTruwINhe6DYeRHZeK8GepB0dWtpp1yUStUxOfGUunwe1Ib5dKWV4Fu1btw9ohlh+XbKJony9d3+P0ELWuGOO+egzpMdSVmwmNCSEqKQxLdX2jMcaX2VHn150wT1tqGGJCVixqnQpPUjj23s38F3+X3e2T5xRAa9QQmxGNxtggfSz50tZUWpU/p/hCpWN0KiPbd6DG4aF4VwRVDoE8rYdETSgbavOYnLOR0rzyRvv0MaZhRIOqoVbp4wnTqe4lorzIiKJKxv73D3PnE5NP+1j/YbHh/y0Be3R+oVQpqSyq5sDGQ3+QoPdzgtfF4/sxyWh0k33sDbBcISd3Rz73dn+SG7PuYdmPa/joni/Zu+7kIiZnGrlCzoi7BlFTWkdwpBGtUYtcKaPoYCmiR0SmkFFVVI293oEgl7FxwTY0hj/2A5MpT2yjJL0WqUsLJNmfO3FHai2bZKchV8hp27clPS7vQkJWHCW5ZRTuK0H0irx188f+OkVJkvxtBVQqOdWb9hOREIZK5xvbsQ15tQ3jdToanKcTLIw07ZyJTHF0nyN1mx6nB63Rdy8SFhNCULgRQ5jO103e6kDySkQlRRLToAp6odL72p4MuOdiKk1W9NUi2/cUI7ZLJDE9hmlLtrF880Eqj2lnEK7R0cYRQ1DC0QXGD35YgVwuEHlIjleu4Mfp65n4yozTOs5/WvwuCEKkIAghDf/X4rten1Qx5lTF73pBEK4RBGEmvrC/AWgvSdJnf306AU43l907lPdWvMjQsQMIjjj649QFadFGBePu1QpJeXJpP0OYrlGeaFRSJKIoYgjR4bK7sFt8srVv/v4sD31xB5kd0ohJjT5jc/orLP1+FWtmbiA+IwZTlYkmnTIwV5qx1NRT1TYFe0yof9v6Wl+k5KQhcnx/VMrCPyqQnGpV2lJr49tDH3LpvUPYvnwXz9z2KeXdM9EYNEQvKSChwEZ8ZgyhcSEAiIdrSSuswbazALVOhb3eDoIMQSY0EiKw7ShGYXLibJGA2KALf2xagCATkPClZ4l6JZLJ3Cj1zBBiQBAEHFYnpYfKsZudaI0asoe2QxekIX9Pkd9YXKjsrKzg5R3LuHHeT+TnlLLedBADbpR1ToqKKnn3++Xc1OI+3zlq4JWhg5h5/fV+o/3kizfTdVMk7V2xGOfmQlEdhQt3sH3Z7tM72H8YMfl/JGCPzk/unnArn255k24jso+qGAoQER+GWvfXGvOGx4X6b7IFQUBr0KDSKBFkIEoiHpcXq9nGG4uf5a4PbiatbQqG0HO70j71lRnUVVoIjQmhvs5GlxEdMFfX43Z4yN9d5I9aA5jKfYJ4jnon7sQwHJ3T/ccR/0RJU7DaEdbuAoUcMfa4Ws+oBt2HBn8gPCGcqcWfktwsgdUz1vP0Ja/5IjVyOSqdCl2wlibZ6ah1Kt8ukkRIdDAuhxtDiA7RKxEe67Of0jEepr3eiSSTISXF+R2kYwVjBJmAy+lE9EjIVb7Xj5Xe1zScf3O1BXONhfpaG8YwPVkd0gmOCmLL4h2+uqILmHn7D/H85s3c//ksclU2dm8tggQjbqdI3uFK3n57Pg/3a6ywO/nm0bxx+wj/8w8fG0Xiniqyg43UZUnUNpUx79NFVJee4N7mn/LPa0xi8fWe2gFsxFdjMudkO5z87tVXqHIQmIovD1kCsgVByAb4E6WXAGeJez4ey+LvV6DWqZAr5ajUKuoqTSh/24zgEdEHa7FZ7AiCgOiVEBQCksf3K6qv8a2eKDVKgsMNlOVV8Og392CuMeOyuzGG6Vk1fQNxadGERofwxm/PnMupApDcIoEN87dQnFOG1+1l3/ocopMjKcurICS3jPpjVhXOBHKlHF2QBmutjaL9xVwVMw6VWonL6SaorI4gu4v6Wituh5uKgioy2qdSXea7MOiMWkxV9RTf246I6QdRF9YzfPwgfnp7Ng98cTtv3/KJvxGkhISkUYJchkwha2QoJFGiuCF1QL2nFDU+Q3FE9ctqsqEP0mIz25EkCIkKoq7CjKncTERcOO0HtCaxyXnbquKMU+9wUmGrIDHBiUYnohhejdFrY4tNQWiyk2lFB7mn3Qi+fdbIjroq4hxGQuQKyvIqyGx/tIxBo1HxyWvXseT7FWyKMWBtE8HbwweRlZ1+kk//m1zg0ZETELBH5ykKpYLHJt/D8KDrCY8LpbbChNvlxnlM3ZUhVEd9nc1/I6PUKnE3yLJXN8jJKlRywmJDkckEbnzhakyVJuxWJxEJoayavoHk5gkIgsB7K14863M8FlEUyR7clu9fmY6pyozoEVn6/WrCYkKoKa3DGGbAUlN/dHuNEsHpRpBAXmdD+IvKZYLbgxSkR4oOhdIG+6aQQ0wEOo8LlVJOXbmJNTM3smbGRmQyWcMCox5kApY6C5IILpuLhKx4X/NDmYBMIfenbdXX2aDORtawNGxmO52HtmPBl0t91x85PodEq0IUBEBCrpAd7aElSuRu83V497p8rynVCiTR17DZXFOPWq/GaXWCAPpgHZZqKzqDmdSWibTu1QK5/K+lUf8/UlVcjb7GhbrMS2K4noOV9YgKkZy8avZoJBTlFYy/pisLe4SyI6+UWIMetxy8okhiRIj/OLHxoUyY+zCT3p6DNt+L5HXx1KRxhJ2g/usf8S9skSRJO/D10frLnCqV60dgK9AEGAoMAy5peAz7B2MMcJqZUfU1c+qn8Pbvz/PRhlfpMrQDTdqlguDTHZfEhrC5AHLBd6OrNarR6NVojRrcDjdxGbG06tmcD+/6jB/fmEVsWjTVxbW8Ov9JQqNDzvUUAfB6vbww6m1qK0y8NNvXskAAyg5XAGA9VIHM44XjrnFHQtYIEJ184pCxIBf8K08tevx5R2Gv24vVZEeQy0huHo9C5VuNGnxrP/RaNd68Sp8allyGTCbDZXdhDDHw4uzH0AdpsVvsDHTo0dX6jHWL7k254bkrqa/15R0bQnUN3XQljLsLkVkciF4Rb0NawJH6EZVOie4YNTVjmMGfA+z1eBskJ30TEr0it78zhrK8CtLbpfD71FWsmn5SQYz/a576/Ufy3PeTHrOPXIsNx/5kqtx6jAYnujotugV6vrnsPUwJhdy8+DuGv/IF44e/wru3T+TgcQ0q72zzIF89PBn9llJ6JcXTaUDb0y9nGoiYHEvAHp3HaPUa5jumMq1oEm/89gwT1r1KVsc0UlsnIcgFJEnwd4KXKQSfUyKASqdCoVag0ijxuL1ExIURHhvK62M+ZPWsjcjlMmQyOS/OfKxRmtG5pORQOW+MmUBEfDg3vjga8PXoONKbw++UNNxhWfs3w50a6UuZtjjQ1dnQ/4WIT5dL2iOYrSi2H9PE1eOFHQdwWeyYKs3ogrSERgUDEJkUzrDbB1BZVI3oEQmLDUMQBPQhOor2l9CiexPeWPwMcrkMt8PNoJv7+myfAMPGD+TqJy7FVGlBEn11PaJHQnJ5keUUInh9QgSS2Fh1LSjcgFJ9tBZGoVL4VdqcVicarcpX6C9BdFIkd398K7XlJmLTYpj3+WJytuX9w7Pw3+f2YS/y/KYNVMWKbAozocSNOV1A5gKN6CUCkY/mrWGzVM51E6Zx+ZiPeej9X3jvp98py69odKwRL05mdUE50VtruaJ7W7Ivbnd6/17+hSrX3+VUEZNdDR97ZHYSUAmskiTpwv01nUcc6c+R0S6V6tJaDCE6Bt3ch0/u/QpTtYVmnTMxRhjZMHcLHrcXrVGD0+bEEKbHXFmPSqdi56q9SF7JF5J/8Bva9W1J7yu6nuOZNUYul3PZfUNBkphw95fog3VYTTZUGiWiKCJXyXFaXag1at8qXcMfyxHtdSQaF5Qfg+SVCI8LpbqkloObc1FqFESnRPlrRI5F9IhkdUojd3sBXrcXm9nG/M+XkNQkHkEG93x0K3k7CpgxYR6mSjM9L+9CcvME6k02Lr65DwsmLiUowohMp+P5UW+hUMjpfnlnwKfWdQS33eMfd3CkEXu9E7fDhdagwWF3+lenvAkR1Frs/hWGFj2aEhRmoLKwCq1Bw65V+/jyyakERxiJTYvhno86E5t+blPyziXNElXsrOpATp2HjhGFVKxrTlllInEppaRHRLAiVU7CoBboLXaEtBKEzQlsH24EnZMN332DcaOXH7+9i8i4MDr0b0VNuYmnfngAlfrkjTj/MReuE3IiAvboPEfRkELcpncLDmw+RFrrZNoPbMOEOz/HZnHQtk8LPB5ftFv0uNEH67GaregMviivLljHnrUHkMkF7vzwFn56YyajH7v0HM/qjyRkxtJ1eEeadcli2mszUOtUOO0u5AoZSrUSp92J5AWlQoHL40VrlSMrt/jTp102V6OUpyMIcgHJK/kj3TlbD6PSKlGqlX/oZXXk5j+5RTwHN+cRFhNM+eFKFnz5O5GJEai0Su5470ZW/LSGVdM3IBgF+l3TC6fNiUqjpNPgdiydthKVRoE+RM8H4z+jttzk63NCY3t5xI5KkuSrb3R7kSQJjUGDubq+UcNme73D//8BN/SiurSO+jorTpuLwv3FfHT3l6S0TKRppwzSWiefN4uf54LEkGDYbmdPcw3GXAltfi3JX+dScWs7OmtD2OgxEa8JgnI7bpUXRaiSfYWVlHyxmutfXYTYIZl5Pz6MWqmgfVQELVI03Pr9A40cx9PGWbRFp4qYGABjw79H/t8RmC8IwugzPLYAfxOvx0vBvhLmf7aE4XdejNcjUlVSw4Z5W3yN9rQqHPVORK+EubLeJwnocBMaFYw+WMfH939Fi+5ZBIWfP00Vj2XM81fR64quaPRqHvx8PAq1AkmS0Bm1/ht5p9Xp10xX6nw3i9oGyeAjkYkTUd3Q6dZld+N2eE7olKgbGh/m7yrC4/QQHh/mi0bJoOBAMSGRwWxfupuf35kNEmiNWq575gpiU6OZZfqOQ9vyuWh0Nx7+8g7qKkwEhRtwuzz8PnklgkxAq1eT2TEVSSFD3SoBlVbJvZ+MpcOg1rjsLiTJd9GXvBJeT4Oh0KmhofhdppBRklNK/p4icncWsHPlPiISw4lOjiQhK5bdq/fR+4quZLS9cIvfWwd1I8ftoXlsJbZaPcXNRJRRCuIiazBE7yG2VkPbB9PQpShpV9sWdUI+HZsfwGNWwZ4qhAOlPHTRs3g9XtQ6DRff1PfMOSUEit+PI2CP/kO4nR72bcjhwMZDXHxLPzwuD3abkwObDqFUK1CoFdhMNhDBZrYjyMBusRObEYVKo+LzR76j6yUdzvU0/pSnpj1AbGo0MSlR3PH+TSiUclRaFS67CyRfFN7t8qCQCcjX7UHt9dmoqOQI4ASy9ByVrq+r8NWkVBXV4LK7/+CUyJVyX61HVgpFxSa8bi9Opy8tTpBB6aFyMtqk8s2zP7L8x3WIokTTLpn0uaY7nYd0YNKOd8jdWUCf0T248YWrqS01ERYXgtvpZueqvSjVvmaWkYm+2paIhDDUehXPTH8YQ6gep9WJ1yNirbMhV8kbK69JR8YoY8P8bRTnlHFoax75uwuJTAxHbVATmxbN/o2HGHnXYH9ty4VI9iUdKZdkGIqcoFVR2zkObXwYcrODMq1EXEYMIU4ZWXY9/TxGqmK81KcoqBqVQemVGVQmqXn6hZ8AMKJm4FU9z4xTwr/q/P63OWnERJKk50/0ekPH3cXAtNM9oPo66wUvH/dPiUqM4MN1r+Byuhnf7hGMYXqqS2pRKOV4XF4kSUSSJJRqBW6nB5lchlqnwlRlYbblOxZ/twKt4fwujE5tlcynW97kjRsn0LJnM/au2e/TY5cJyAQZcoUvhcoVq8PSKQbjzFzsZjuRieFUFvpydI/9P/iuo/auaWh2FCE7kXTjke7EVl8KltPmQqVVUVVUc9QQAd1GZnNgUy43vHo1VbkVLJ22hjEZd/H1wQ/ZvWY/BXuLqCmrJXd7PjK54NP3F0ClVdF+YGvWzdzEwU15eCMNVKWGYdxZxIS7v/Qroxw7Hl9IXUJxoNj/sugRqS0zUSuY/H1uastNZLQLZeuSXfS7thf7Nhxkz5oDvujTBYhD7sTsUTJcX8q2UIk9VTGkmOpIDGrD2gd3k3WrDlmwmmyhIzPLCikNT+TWmXpq9HZyIg2EmsrRRcbj9YqMf/fGMz/gC9cJ+QNn2x6Jkojd40av/GsF3AEa06JbEz7e9Dq1ZXXc0+1J9CE6DmzMQZDJcNpchEQHU1duIijCiLnKgtagxWl3YjM5+PbQBFbP2ED8SXpwnQ90G5FNtxHZ3NfzKZp2ymDfxkPEpkVTklOGQilHFCVfKq7owttgRyryq/wREYDw+FCqi/9GkbLMtwiJBNSZsdSaCY4MwlRhRqlR4m5wUJp1yyJ3+2FG3DGIRd8u58CGHB7q+xxv//4csz6aj8PqIGdLHpsWbEOulHFwUx76EB1RiRG4nW7y653URYagKqymqqgGQYB3bvm4UUNGAOlP6mW8bhFTpRlTpblBOVLEVGHBGK5n1fT1XPvk5exes4+yvEr6XXvi5rb/79RaHVjjFAgWBzKzF0W9hObSFLr0SGDXzGI61Umkqo2Y1Fq2rz1EVGUNY+7ox0dV26iNchG2X4s+2nfP9srzl5/ZwZ5HEZMTIklSDX/ey/Ufs2ftfoZc8ghPrV2E1+Nl3pLt3PjclNP9Mf/XyGQyNFo1L8x8BH2wHplCRlCEEYVKjiHYgD5IS3RyJK17N0f0iCRkxaFQynE7PQy+pR8XXdX9XE/hlBypo9i5bDc9Lu2EzWRHrVURFGZEJshQaZS06tUcl8uNTC4gkwt+RyQ40sjt74xBofLJIx9pzCi4vXACvX2/pPIxbylUMjxuDwqlHJfdhVwpp+/VPVgyeSVthnXg0y15VFXX47K76DysPbe2uJ9P7vsKp93F4LH9CI0OoVnXJqi0SiRRJDwuhA1zjjb2Mzo8BM/diSFUjyATcNpdhCWE0a5/a7RGDQlZcX/oDaBoGKegUSA3qP2rUB6nh33rcxBkApt/28Zv3y5n02/b/9B5+ELglZ9/59FPZ9EnNoc5pgS2ekNI1NaSp4aQciNS3zQcur3MX3mAS1O7E7LZSdwyD8unrOeAUYZCr+LOd2/mvVUvndEoiZ+zuEL1X+ZM2aOfDm9h+PxPmLJ8C1a3i3fXreaRxQtO98f8X6NUKYlKiuSx7+5GrpAjU8jR6tW+gmibTzGwebcsopMjsJntNO/WFK1BTWhUCMNuG0i7vq3O9RROiiiKiKKI1+Nl95oD9LmqO8UHywiNDUGt06BQKlDr1EQmhDeSSD7ilGRlpzPklv6+6IdwNDX7z1DrVI3z+itqUMqgvsaXTuV2uNEZtXQa3I4FX/5OYpN4Jj70LR6XF5fTjVKp5O6uT/D9KzOoLq2l1xVdiUmL8qlkRRh9TYPNdsoOVyKrrUdVUo1CKUepURKRGIHNYkdtUBOREEanoe1QaZVEHKeqJQgNNZtRIQhGHQqVgqgkX5TIarZRcbgShUrBwm+Wsm7OZnavPqly7P8t93R/kp8/X4hXKaO+uR5bghxTHJTvLCFJFY6hykX9+m0cOnyA62/pQ2WCBnnnZL5YvgenW06YW8ZL1w3i2SfOQqrjSWzRWY+Y/BmCIPTF14H3tNKsSxavf3IPY1bM4vsN24jY5mHU8G6n+2MuCBKbxNOsSybP/PgAkUkRTHzwG1JaJNHnmu6ERftuWusqTIQ0FM39V5g76TcWT17BuyteJCgiiN++XQr4UgFsZrvvgiiBLN9Mwu4KjPHhVBRU+fc3VVp465ZP/GF0GTIEQLspH2hQITmmpcmxksqCTEBr0KLRq6itMOHxiARFGLHU1OO0O3G7POxbspOwQ2VsrDAxaMxFVBRUMfjWftRV1LF48krW/LqJgr1FhEYFo9VqMCsUvoJ6mcCIOwbT9qLm/PD6TGz1djwuD4YQPWV5FdTXWNi6eAcARfv/mGbmaRhnfZsE0CjwLs/BG6JDDNOjLaxl3JvX02loO6ISI1D+SdOu/3dGdWuNoPayqWI/heUxBMXVYg2TIcpg15t5OLqDTVGBVKlg9Itv46wX6HLIw9jpj2CSQe/eLVGq/tEl858TcEJOyZmyRyOT2qCxaLh37TyeLliAsl7Liz0DLVP+CZkd0mndqzkPfHY7NWV1/PTmLNLbpTDstgH+61Fted1/rt7g43u/QhQlPlz7Ks9d9qa/i3lNSR3gayQpSRASGYLD5sAQoqck52iPpAMbD1GcU+qvNzlR/6pjcdqORvTVepVPal4Q8HpEBAHUBjUuhxtTtQWP04O5xoLH46VgbxE3vTSaJVNWMuqBS5j9ySLydhWwdtYmDu8sIKVlIlarHTwSxlADHpeHBz+/HafNxcpf1lGwtwhjqB6Py0NtWR2CJLBh7lYAKgoaq2EeUZGUdDokr4RUb6Mkp8z/vlwp5/kZD5PWJoWwmBBkp7sR4H+EMc9dyU+TfmNpjYikEfHoVIgykK+rYVdyPhajhoFd9xHWvIbLPpqCOwJGtcjgouZpYHXSs2/LsysGcRZtkSD9aVckEARh5wmGEwaUADdIknRCV7djx47Spk3/vIlw069eITjSTPnhUC6uTeLTp6/+x8cK8P+F1WyjtqyOhKw4Hur3HNuXnrhvhEqjxBBqoKZBx9ubFIKsyIRwXKRBkAm+C6kEYXEhfoNyIkKjgzHXWJAkX9qURq+m/YA2KJRynHYXW2oqUO+rJSjcQMnBMuRKObe9eT0/vjWLqqIadMFatHoNmR1SObQtn/7X92b6e3NR61SYqyzcN3EcsWkxSJJIaW4FH9zxGcPHD2LHit0Yw4y079+a71/+BZfD7Td4kiih0alwNBgsSe5T75KL4Iw0okyPRlp1gIQmcQiCQLu+Lbl7wq2n52T8BxEliSE/fUWFZEK02TDEmqgrDKFTVDkp6xLImZHPPb/dz7sLf0Nm13Bfqw50uOjsrNoKgrBZkqSOR55r4hKllLEPnHDb/S880GjbC4FzYY/qHHbaTnkfud6Dt1LFvS27c3+f8z+qHODsUF1aiyRJRMSFcWXcWGobVLmOJzQ6mPo6qy99FxpJ9zeiQSELEeIzYyg+WNbobSk2AhxOhFoLmR3TyN9TBF4Jl9ONPljHRaO7YzPbqCio4vDuQrR6DfZ6B1aTjeDIIC69ZzA/vzuH+hqrrwlvWjRh0SGUHa6kRfcsVv+6EavJhiRKTNz+NjazDXu9g22/72T2J4sYPLY/237fic6opVnnTH55by6iV0SulPn7cSlUikb1MwqVHNErIXpFtEYNDqsTnVGLMczA6EdHMnTcgNNxKv6TWMw2Rt3zOV6XmaoWwXjMbhR2gZjddfRNiaFg92FGvnItkzZtI0yj4/Er+pIce3b6vhxrj05mi+D026NTLf8dL8EoAdWSJP15FfG/xOxwoLHrcLntCHqJXE/9qXcKcMGgD9KhD9IB0OPSzuxYsQe1RonjuNoQl8ONucrc0KAL6vplEjR7jy8+4haR+/NkjzbBqimpw9UuFVmNBUX+0SjLEaWU2nITKq0Sr1tEJpfRrl8rnFYn9U43eQVlVN7ZmltdUcx7fRYtezVFoVCQ1TEduVyGIUSPLkhL274t2bliL8YwA4ZgHU9Nu5/3bp+ISqvCXG3hi8e/x1JTT3hsKPGZsZiqzHQf2ZkrHxnBlTG3IsgE9ME6srLT2b50F/pQvS/ntyFSJHhFxBAjjtZJ6CUR2YYcQlIj6Xt1T0Jjg2h7UUse6vscz01/+IKs5ZIJAguuvNn/fHvlAT4NfxsFAnv6eGg/PA+9opQpt95+DkfpQyCQtnUcZ90eFVaYCKpQYU3yggaqxDP2UQH+gxxbuN1hQGsWT16BSqPC5XA1cqFNVWZkCp+UvCRJR52Shus2cjno1MgdDv8Nvt8pObINgCShkMvwArk78tEF6XBaHcjkMjoN60DejnxCY0IoOVSO1qCh24hOzP98MRntU2nSMYOYlChkggxDiI6Y1GiSmseTt6MAY5iezkM7ktEujS8en4IoSWxZvJ3p782hsrCG9gNbo1AqcFqdjLxrMJkd0ri/1zMoVQoiEsMJjQ5m9+r9GEJ02K1He9cAeFy+FARjmAGH3UmTjumktkqiyyUdCQo38szI13nh10dP+7n5L2AM0rHw63v8z6ct3cr781YhU2vZW2bjYGIkz7ZN5ce+rc/hKM++LTppDE2SpPzjHgVn0ggABGk0DE5ujuFgAsGFGjKbXbjSpgFOzsi7BnP5fcNw2FyERh9NSVPrfapcHrcXSYS+o7sT+c0mlFVWpOQIvDFHt5VEkCmPhkPlxTXIqn3OsELty/eVjskNTmoaz4AbevPMzw+y7fddjH3jWl6Z/wS3PDaKNl8fIjMlhsG39sdudpDWOomH+j6P0+bivdUvEZseQ+9RXYlKimDi1rfIHtyOD+76jJDIYILDDag0ap6b8TApLRN5bPI9WOus7N+Ui73ewZxPF3HXh7cw0/QtEza8hkqtRCaT0e/anmR1SGukxJEQH4qiqAbn7mIcMWHUtEujzUXNmHDnl6g0KroNz0ajDxT0ArQIT2Ncxlg+zP6UIWl9uaLlW2TFdD7Xw/IhgSCe+HEhci7sUaukGFKaR6JxGAhDT5BOe+qdAlyQPPrN3bTt0xKEhlqQBpQaJaJXwuP0InpFOgxq439PEAQEGRCkh6Q4vG7RX/fop8H8qHVqhLJqvFUmwNc3pdvwjlxy+yBuff06yg6VcfdHt/L0Dw/Q87LOJDaJJ3tQWwbf0g9ThZn4zFheHzOBxKZxPDblXqKSI2jTqwUtujXhgzWvgCQxd9JvRHbMIn5QNiq1kltfv56WPZty3VOjsNXbObyrAEtNPUumrOSpqfcxu34y930yDo/Lg1avoU3vFiRkxvrFVwBSWycCDb1dRF+UqfPQ9rw//jPi0qPpMvT8VV472wzq1JR3bxvBLz/fzyVXdWHiK9cQGXYeqKSexBadCXt00lSuf8q/TeWyOJyYLXY0cgXhYYbTOLIA/0+sn7eF926biFKloKq4Brfbg1KtxO1wI1fI/ZK6wVHBmCpNf5ojqVDK/ZrwxyI7psPtERKbxfPa/CeJTIzg0PbD3NPlCb7Y+x6h0SHMm7SY1TM3sGPFHnQGLTHp0Uhekd5XduXqxy/z59LuXLmXlJaJCDKBTQu2sfCbZXQY2IZfP5jHgBt6E5sWg7nawtxJi0hpkYRcISM+M47sQW1o2aMZAOWFlYxJv4ukFok4LA6iEsMZ++b1vHLN+1QVVeFyeHzNNIN0RGXGkJ4VxzVPXHZBd30/3zk+lUsbmyil3nzi8PneVy68VK5/yr+1R5U2K/UuJxE6PUZVwKEPcGJ+eW8OXz89DY/Hg8fpRRBAqVXhOqYuBAGCwo1Yanwd2U+ENkiL3Ww/5efJFAIZbdP4YO3LeN1eNi3azhtjJjCj5mssNfX88MavrJu7hcJ9PuXGJtnpVBZVc/eEsXQfkQ2Ay+Eid0c+0cmRiKLEtqW7WPDDWvrf2o+J78xl3J0DqS+sRJIkfnxjJr1GdUWmkOOod3Dd06P8TYt/n7qKN8ZMILFZHB6nh6yOGVz9+KXc2+NJXA43HqcHpUaBMcSAQq1g5N2D6TY8m/iM81t17ULmWHt0MlsEp98eneVKzr+GUaPGqAkYgAAnR/SKXPvUKLqN6EhteR0f3vUFe9buB/A7JQAet4fgiCAEmYy68ro/HOdETgn46kiUGiWC4OtvAlCWW07+niIkCTLapjKj9mvUWt9v9bL7hrJ3/QE0OjUavZrDOwvQGjT88NpMVs/YwJjnr2Lx5BUs/2ktxjAD6W1S6DYim1fnPcmsjxeiD9Yx4/15qHVqYlIi2TEsCeVhFy3DIrnpxcZtGkwVZvTBelQqBR6VgrQ2KaS2SqIktwxZQ7Mr0SNicbqx1FmpnLOZR7+5+19/5wHOMoFUrnNOpE5PpO7CS3sM8PeQK+Q889ODJDdPoLbCzLMjX6emzFfjqNGrcVidCDIBm9lOcGQQokfEXP3HVPWTOSUKlQJR9CJ6JESPL7143ezNtO3Tgm7Ds/mhZBKCIBAUbmTs69ezYf5W1DoVcrmMfRtyiEqM4I0bPqTbyGwyO6Sx9bedbPl9Jx6Xh6Hj+tO6V3PenPkIH93zJYZgLe+N/QSVKJHYNI76Ohs7lu9h+J0Xc8ntAxuNy+v2ktYmGbvFQWhMCMnNE5DLBWwmOwqVL5rvdnioKatDoZKzZMpKrnhg+Gn89gOccc6iLTovHZMAAf4KXS856qCHxYTS9+oeKFQKdq7cyw3PXcXXT0319fvwiii0amor6hrtL1MIiMcVIBpC9dTXWpHJZeiCtLgcblx2F12Hd0RrUNP/+ot4cugrXPHgJYx9/Xq/U3KEJ76/D7vVwS/vzGHGB/OITo7EXu/AbnUy7Y1fqSysQSaXkdI8gXb9W/HRPV/S8/LOVBVXUZpXjtPmotcVXakoqMQw8wDjPrubVp2y/jD3rA7p/FL5ZaPX3rhpAoiQ1SmdfetyABAMGlyhehJDAzdW/0UCNSYBAvw3GHnXYP//o5Ii6TO6B1uW7KBwXzFXPDKc7577Cblcjkwu4G2Q7z0pahXB6bGY9uSjUCmISY2iaH8JCqWcS+4aQFVRNUNvG8CTQ17lhVmP0WVo+z/Yo0+3vondYue92z9j3ZzN6IK0KNVKyg9XsHv1PgyhBlwOF52HdkAUJd4Z+yk9R3WhqrQG29p9iGY7g+8dwuZF25BEkZfmPkZEfPgfhjrght4MuKF3o9duanav77tIjqSkoV5GkPkUxJp1yvwnX3GAc8jZtEUBxyTA/w2prZKpLq2lsrAaU6WJgTf0ZtF3y/1Swscr6x3vlEBDd3gBtEYN8RnRHNpegCAT2LZ0Nx+ue4XkZgl8d+gjfwj7eARBQGfQcv0zV3D9M1fg9Xi5NnU8crmc+IxYmmRnIJPJOLy7kKAwI52HtueJIa+Qu90nV5zULI76Ois5Ww8zdHA7VDI5aq0al9ONQik/qbTiNY9fyv6NORzcnOd/TVvvIKnORmrP5v/gGw1wzgk4JgEC/CdJa5NMSHQQ09+bS2xKNJntUzm4JQ9cvgi8cCqVXLUKs1tCEkAXHYxcLvPd2IsiS6eu5vuCT1Br1UzO+4iopBPbI7lcjiHEwFPT7gfAXGPhytixBEcYSW+bij5YR5eh7dm9Zj9ZHdLYs2Y/NzW5l9Jcn6TxsNsHsGXxDpx2N8PvvBibxYFcLsdhc6LRnTyr5Y73buL98RMpP1zpf02hlhMRF05am5S//D0GOE84X4rfAwT4L9GqZzNueO5KmnXJZNQDl3DZ/cNo1jmT658d5SuOlwm+C6IA6e1T/ftpDGra9msB+LrCCzKw1tlIa52CSqtk6Lj+jH/3RmLTfEIMf+aUnAi5Qs5Lsx7ns53vMP6dMcz6aCH2ege3vz2Gzb9tp22fFuiDtSg0CtLaJHPb2zfSumczxr8zBl2wjof7Ps+jA1/g8UEv8su7c0/6WUumrGLUA5cQFGZAa9RgCNFjVwgYI4K4f+Jtf/8LDXBukU7yCBAgwHnNgOt70/+63rTt05KLrurGNU9cTpPsDO744CZUbTORJUTTpk8LBBk06ZTh3y8sLpjkFgnIrDYM1TVo4sKpS4ynXb9W6EN0jH5kJHd9eLM/OvJnTsmJCAoz8taSZ3lnxQuMfnQkS6euwuP28sjXdzL7U58csMagBhlkdUhj9GOX0nV4Nnd+eDO52w7zYO9neWLoK4zJuIvNv20/6WctmbyCm1+6BqVaSXhsKCqtCq9LpMOA1n9IBQtwnnMyW3QG7NF5WfweIMDpZsfKPexZs5/M9mns25DD5Bd+4opHRvLDazNIa5VEt5GdWPXLOu7+eCymShMf3Pk5ry18mtSWSad1HLvX7Oerp74nIiGC+rp6lEYtK+ZvQ1ZnpUWPJoheCWudlcL9JT5t/EdG4HZ66DysPRFxYZirLWxcsO0PF/YHej9Dl2EdaN27OU07ZTKuzYNoQ3Wsjw1Gt2AHv9d+e1rnEeD084fi95hEKf2GExcc7n4zUPz+VwnYowDnG7/P2ULV4XI69mrO969MZ9eqvQwZ25/vnv+JbiOyiUgII2dLHmPfuJ783QVMfvVXvtn3Pir16WuO6+tWv48Jd39BREIEGW1TWPHzOooPlgLQpk8L9ME69q3Poba8jswOaVx6zxAs1fV0HNSGuPQYDmzOpaa0lu4jO/mPW1dp4vGLX6bP1T246MquRCZGMMxwHZkdUtm9aj8KtYL59qmnbR4BzgyNit9PYovg9NujQCpXgAuC1j2b07ohnanDgDZcfHNfwmND6XdND+LSo9m3PofIxAhadm8KQPeRZ0YyNijcwPZle8jsmI7WoGbtpjykFsmweg+7V+8nNjWKqmJfHYrL6cZUaWbM81chiiKCILDgq6V8/9LPf3BMht02gOzB7TCG+lTs2g9oze9TVmFYcxDB62X78t206d3ijMwpwJnjn0oxCoLwJb6+HxWSJLU8wfsXATOBI3l/0yVJeuGffVqAAAH+Dn2Htff//7Hv7vY1QIwIovvITqS3SeH3qavoNjyblt2b0rJ7U4aOO/0RBrlCTv6eIg7vKiKjfRqLv1tBZVE1MrkM0Suyc+VemmRnUFdhQqlWUl9jRRIlLr1nCF6PF7lCzsyPFnB4V0Ejx8QYamDEnRcz4IbeyBW+wveWPZr6u79LokRVSQ0RcWenUWCA08PZlKkPOCYBLkiONMZKbpYA+NLAWvVsdsY/N7FJPJ9ue4MHej2LzWJHJgENyi1IUJpbAUC/a3vy2HdHGy+9eu37JDVN4NJ7h5DSPOEPx+17Tc9Gz3et3EdIdBAdB7Xh4OZcwuMDRuA/yT8PaH8NTABOFipbKUnS8U0LAwQIcBZRKBUERwQBkN5Qe9H36h5n5bOHjhtAcGQwr133PkeSZ0Sv7w5U9IjsXXsAgAc+u41+1/Ty73db24e48cXRjHn+yj8oi8kVci6+uW+j1w5sOkRWx3Sadsqk5FAZxoAYy3+PQPF7gAD/n5TmlbNj2V60Bl8zKplcoKKwioOb85ArZIREBVNdUsvOVXt5dOALhMWGcuMLV1F4oIShtw3AEKKnff9Td4F9Y/EzKNUKlKrTF/oPcJb5F/m7kiStEAQh5XQOJ0CAAP9f7F13ELfTjSRBryu6oDVqWTV9HaYKC3KlDEOoHlOFhamvzODHN2fRrHMmVzzsk/lt3jWLsJhQYlNP3QT7m4MfYgw1IByvQBPgv8FZrm0MFL8HCHAWMVfXc3DzIWpK66irtrBu7hYK9pcA4PWIxKRHozGoueiqbhzYnMuaXzeSt7OAS+8eQma71FMc/Sg6ozbglPzHEU7yOE10FQRhuyAI8wVBCOT5BQhwgVFVVM2etQfwuDwoFArmf7YEt8MDgNctktAknuAII9lD2lNZWM3qXzdgt9i5/L5hhEQF/+XPCQozBpyS/zAns0Vn4qwGHJMAAc4isWlRPPD5eDoOaoOpwoTX48VZ7/S9Kfi0wmUyGXvX+ho1IsAXj3/P3Em/oQ8OhL8vOP5cBSVCEIRNxzzG/c0jbwGSJUlqA3wI/HraxhwgQID/BK17N+fuD28hLj2a7St2I3pFHFan/32ZCF5R4sCmQyg1SrwekXfGTmTfhoMnla4P8H/IWVTlCvyyAgQ4w1jNNqa9NgNRFHl6+GvM+nghGe3TqCmrAwkSm8aiNWoIiwkhNCYYp83FnnUHsFl8HYCH3T4Ac3U9Z0JBL8D5jSCd+AFUSZLU8ZjHpL9zXEmSzJIk1Tf8fx6gFAQh4vTPIECAAOcTJYfKmPfZYgDGZN3DtqW7SMiKo6bUV+uY1DQeXZAWlVZFcHQwtjore9bux1HvQPSK9L6iK1XFNedyCgHOAX9mi85E48WAYxIgwBnGarKxc9VePG4vnQe3Z83MjRzYmINcISO5RQKmSgvJzRMBMFVYiEwKx+sW0YfouO7pKxh4Yx9uefXaQCj8QkT8k8e/RBCEGKHhByUIQid8tqD63x85QIAA5zPVJbXsXX8QgM5D2rF02iqsFjsCAs27Z1F4oIS4zFiMYQZyd+QTkRCOx+khLDaER7+9m37X9mTUg5ec41kEOOv8mS06A2pdgeL3AAHOMFGJEbw85wkALr13CP2v78WaWZvQGjWkt0klKjmCLsM6cFubh3jg89uJz4hlz9r9NO/axH+MnpedGfniAOcx/2I1ShCEqcBF+FK+ioBnASWAJEmfAqOA8YIgeAA7MFoKhOQCBPi/51gFyjveuwmP28OS71ehUilo0b0p1z5xOeFxYTw9/DW+2P0uolckf08Rme3T/MeIiA8/V8MPcC44Q5GRPyPgmAQIcBbRGrRoDVpG3jWYkXcNbvTeA5/dTkxKFEAjpyTABcw/V+W6+hTvT8AnJxwgQIALlNDoEABGPzKS0Y+M9L/udrl54LPxKJQKUNLIKQlwgRJwTAIEuPDIvrjduR5CgPOMs7lKFSBAgAAASpWSjgPbnOthBDiPCERMAgQIECDAWV2lChAgQIAAAU5IoI9JgAABAgQ4WyooAQIECBAgwJ/xT1W5BEFIFARhqSAIewVB2C0Iwr2n+qxAxCRAgAABzkfOcrfdAAECBAgQ4A/8O1vkAR6UJGmLIAhGYLMgCL9JkrTnz3YIOCYBAgQIcB4iAMIZkGIMECBAgAAB/ir/xhZJklQK/2vvvqOjrLYGDv/O9PQeCBBCIHSkSVFAwEIVFBULCtiuvWDvhSu2q35iQ7FjwYYUAQs2EBGkSZHeAimE9J7pc74/JoQAoZNC2M9asxbzztsXkz37PefsQ0b5v4uVUhuBxoAkJkIIccqRFhMhhBC17STEIqVUM6ALsPRw60liIoQQdZSSqUWEEELUsiPEomil1IpK79/TWr+33/ZKBQPTgXu01kWH25kkJkIIURfJGBMhhBC17cixKEdr3e1QHyqlzPiTkqla6xlHOpwkJkIIUUdJBS4hhBC17XhjkVJKAR8CG7XWrx7NNlIuWAgh6ip9iJcQQghRUw4Vi44cj3oDY4DzlFKry19DD7eBtJgIIUQdJVW5hBBC1LYTqMq1CH9hr6MmiYkQQtRFMpmiEEKI2lbDsUgSEyGEqKskMRFCCFHbJDERQojTm0JaTIQQQtSumo5FkpgIIURdJfOYCCGEqG01GIskMRFCiDpKWkyEEELUNmkxEUKI052UBhZCCFHbajgWyTwmQhyHLSu31/YpiNOA8lb9EkIIAK/Hy/Y1O2v7NEQ9d6hYVB3xSBITIY5RYU4R9/R5kqyU7Go/1u4dmdza5QE+e3Yan47/Bi1jDk4rSlf9OuJ2Sn2klMpSSq07xOdKKfWGUmqbUmqtUqrryT53IUT12/j3Fh44d3yNHGvDks1c3fRWfpoyn9lvz6uRY4q64VCxqDq6eEliIsQxCokMxmBQ7FyfVu3Huv3Mh9i+ZhdfTJjOoplL8flkxr3ThsY/4LCq15FNAQYf5vMhQMvy183AOyd6ukKImhceG0ZZsZ2M5MxqP9a43k+QnZbL+w99xt9zllf78UQdcbhYVA0PSyUxEeIYlRSU8uK8J3hy+AvkZuRXyzE2bN7N5Je+I6JBGABGq4nO53bAaDRWy/FE3XS8T6i01guBvMOscjHwqfb7GwhXSsWdnLMWQtQUW7CNBz++nbvPfrzajrF49nJefWo6UR0Ty49podugLtV2PFH31GSLiQx+F+IYvf/Q52TuymbSiv8RFRdRLcfYvD2TMosJj8sDQOMWDbn9teur5ViiDqu+nnuNgdRK79PKl2VU2xGFECfd0yNeolFSQ978+/lqO8bq39cR0TCS0t3+Zx1dzu3IpfdcWG3HE3WQVOUSom764YPfiG/diKy0HOwldoryigmNDDnh/bpdbuZO/oVeI7oztsWdxDaNJi8jn67nn0Hb3m2IjA0lJz2X6MZRJ+EqxKngCJNaRSulVlR6/57W+r1j3P2BZACTEHWc1hql/F/fDx/7gmG3DODHj37D4/bgKHNiC7Se8DHyswpZ8t1ywmJD+e9lrxCXGIvL4abDmYlYbCZad29JQXYh4TFhJ3wsUffJBItC1AFaa9b/tYkOfdoy+f5PcJY56XnhmWSl5vDNS7MAxdzoXykrLqPbwM5cePMFmMzH/3WylzhYNHMp517dm+uevYqgsEDSt2SwZPYKWnVrTvvebbil84NMz/7opF2jqOO0RvkOGQ1ytNbdTmDvaUB8pfdNgN0nsD8hRDVxlDnZtSGN1t1a8MigCfQe0ZPg8EAydmTy08e/U1pQxlt3fUSzdvE06xDP4BvOO6Hj5abn8dd3y3j8y3u57pmrCA4PYuPSLaz4ZS0j7hhMaWEJz145kVd+H39yLlDUbYePRSedJCZCVCErJYfHh73AZzsmcdm9w8hOy+V/Y96geZdELrt3OPGt4+g2pAuPD3meyfdPoVFSQ9YuWM+wWwcS0TAci9V8TMcLjQzh/+b/F4BRD18CwCdPf80ZfduS/G8KL183iae+vf+Q229atpVW3VpgMBjI2JFJbEI0k+76iH9+/5eMHZkMGNuXopwSht8+iO4DOx/3fRE1rPpiwWzgTqXUV0BPoFBrLd24hKiD/l24gbfu/ohPtrzJ7a9dT8aOTCbe8i5teiQx+snLsQVZ6dy/HXf3eoLiySV0Orc9s974keufG4XBaDjmeJTUJZHn5j4GwNWPXQrApuVbadezJT999DsAT067r8ptfT4fm5dvp23PlgCkbdlNk1aNePD8/5K+LYO8jAKG3HgeZquZsy/uRpdzzzje2yJqkrSYCFG7GiTE8F3Bp/43kVCUW0xQWCCLvv0bgLCYUL5+aTYpG9NQCpp1iOevWcvYtTGVsUl38sbi52jdPQkAl9PNDW3G0SAhhie+uY+I2P2bvz+f8C29L+lBYoem7NqYRsqGNBLOa8NMVyZnexX3f3gbn0+Yxh9fL6ZbpaTCXurgjdenE+c288VzM7h03FDStu7m34UbeeTzcfi0Jn1rBmhYOG0J9mInS2av4LaJY7l03PAauY/ixBxv87lS6kugP/4uX2nA04AZQGs9GfgBGApsA8oAGcAkRB3VfXAXPtnyJgAJ7eJJ25JBSGQwi79bwZI5K4lsGIGjzEFpQRm2ICtGk4GSwlJ++WQ+7z8ylak73yEkIhiAXRvSePD88fS59Cz+8+I1BIYEVBzH4/bw3oOfMfrJkYRGhbBmwXqMJgNlJQ42L93OOZefxZD/nM+sN39g7YINtOraomLbrNQcPh3/DSaLiXkfz+fcq3rj9fqY/+UiPk9+G7fLTXZqLgA/f/YHrjIXM9/4gam73iE2ProG76Y4HtKVS4g6Yupz0zlvVB8Kc4pxOz1ExUfhKnMS1SiC9K17MFqM+Lw+ro6/FRQsnL4En9fHkxe9yGc7JjHnnZ85c2BHzDYzlkALd3R/GJ/Hy3UTRhEcHkRC+yY4Sh28eecHbFuVjMFooHnHZiRt2kVJWgH//rWH/MwCohpFojV88fyMiidY15wxjlXjWnBfaTzj3r6JTue2544ej+Byeti1wZ8woUEZFPZiZ8U1ZaUcrliTqDM0cJzN51rrUUf4XAN3HNfOhRA1zuVw8en4b7jmicvISs0htmkM2am5WAMtRDQMY9f6IlD+8YrXJNwOCv75dS2OUiePDnqWiX89y9QJ39JzWFdsQTa2b07nP/2eIsjrY+C1/WjTLYmo+CjsJQ5u7fogxfklGAwGLhjdl8yUHPIy81ny3TJWzltNvyt6seDrv2iU1JBeF3XHaXcytsWdeL1ebnv1Op785n6sAWYev/B5ImLDWTR9KR63v5ALBnCVuSquy15SVkt3VBy1E4hFx0MSEyEOIzs1l9yMPLb+s53ULel43T5CooLZtTENr+uAKU81FOeUAJCfWciwoNGYrWa2rdrBgDH9cJY5WDlvDcqoePOuDzCZTZQV2wmNCuWKB4fj83jRPs01T1zGjx/8ivrmX1pffjatB7aj26BO3NP+YXqP6M6uDakktItn3P+uJTQunJzkbBq3jKNRi4a8tfQFXr/tfeZ/9RdKQYvOzbjx+asZf+nLnDmwEz6fj+G3DayFOymOiwxHF0Lgn+E9KzWHPTuz2bR0KxuXbKGsyI410ELyupSKeOR1l891pSEnPQ80bF6xnaHWUaD8005cfv9w/lqfQtqqXURuSOWDh6diC7LgcroJiwrl8geG89vnfxIQEsDwWwYw4aqJlOSXMviG80g8oylRjSL56sWZLJ61jDPOaUtIRDC3TryWbgM68des5bTolECDhBiemf0IMybOZd6U+bgcLjr1b8fw2wbywjVvMPC6c8nfU0BsfEwt3lVx1KTFRIi64Z7JN/P+w5/x08fzadS8Abu3Z+EodeJ1ezFZjHgOTE6A0OgQinKKAXA73Sz89m/czkWEx4Yx8sGLmPbSd7g8PmLio/F6vBTlFPH9u7+QnZaHx+XhkYETUEphMhs557KevJy8hKlfbOCi2waiteaJ4S8SlxhL70t60KZHS9b9vp6gsEAApj43g8LsIq595kp+/ewPlv2wiq4DOvJ92Rc1et/EyVGTzedCiLorIDiAx6bewyODn2XTsq0kntGU9X9txuv14HV5MRgVPu8BfzA0hMWGUphVhNFkxOvxMv21OThLXbTo3Iwr+7Vj1pLNADRMjGXHmhRyd+fz13cr2LE2Ba/Hy02dHkAZFMqguGD0OdzfbzzterXiwlsGkJ2Swy2dHiA6PpJrx1+JLdhG6qZ0yor8rSBTn5mGOcDCpfdeyKIZS8lNz6Pf5b3pd3nvmr594gRJVy4h6pAOvdvwzSuzadY+nsLcEsY8NZLpE+eyJzm7yvVLC0oBMFmNWG1WIhuFk7pxN0V5xcx4dS5hMaE47U7St2SgjP6yjyX5JQSFBVCYXUzrni3J2pVFYoemPHfVaxhsRjAa+brURbMO8Yy4awgzJn7Psu9X8fa9U5i07EWSOvsnvkJrug3qTK+LunPGOW1xlDplUsZTWTXMqiuEOHW1OrM5K39eQ4NmTTuxAgAAKGFJREFUMSSvSeGxL+7huStfozivtMr1i/NK/N16lSY2IZrAkEB2rkshfXsGmbuysAVZcTld7FibUpHc7FyXSkhUEAWZRTTvkkBZQRlBYYHc2uUhjCYDy39ezfKfVjPg2n70vqQnf05fwhfPzyRlYxofrHuVsOhQAAwmI4OuP48Bo/vSfXBnVJVVysUpoQZjkcz8LsQhFOf7u2WdfVF3gkIDCW8Qisvh5LP/TiNvTwHWIMvBG5UPhAfwenyUFpaRunE3Sim0T+PDhy3YiqPEP+YjIMjGBWP7UVxQRlFuCZYgCzkp2eTvKWT1/HVExoXTsVcbmrWNJygsgLyMfNK37uHcUb0xB5pJbN+UrF05FYd/aMqd3PS/0TjtTq6Mu4mSgqqDlTgFaFC+ql9CiNPL3ng09KYLMFtNmIwG3G4Pb989BY/bi9FsPOgXncFkoEFCDBp/PMralcPOdSkYjAbcDg8WiwVlVPg8GoNBYTKbGHbrAIpziynOLcVgMlCcU8Ke5Gx2bkgjODyQTv3b07hlHLZgG6t/X4fFZuKiOwbjcjgJjw0lP7Ow4vgTF05gwOi+bFudzJjEOwiOCKrBOyZOmsPEouqIR5KYCFGFguxCRsbeSFZqDg+cN56eQ7uyeOZynGVu+lx6FkmdE2l/Vmuim0SCghfmPUFgaABjnrqc/D0FxDSJQpc3qxtMBrTWaJ9GezRZKf5E4ooHhjPw2v4s/GYx4bGhBIcH4vN4cZQ6UUrh82nKihys+WMDO9enMPrpyxn3zs206ZnE8p9Xs3jWcroOOIOE9k24/9yn8Xr2dSuzBlj5cONrJHZoWhu3T5wE/oecusqXEOL0sXr+Oq5N8g8uf2zoc1x6zzDmTfkDo9FAqzNb0Pfys2mYGEuDpjGYrWaenHYfoVHBXDbuQqwBFkIigyvGCBhMBnxeH163l7zMAuzFDgxGxeNf30eLzs1Y8NVfWAIsBIbZMBgVlgAz2mjA3TEJa0QI6//aRHZKLo99eQ/XTbiKll1bMO2V2WxfvYuR9w0nOy2XF8e+sd/5J3VO5IP1EzFbjq1ssagbDheLqiMeSVcuIaoQHhNG7xHd+fKFGaxZsL5ieZcLzqBtz5b0v7IXS79fyZZ/dhAWE8I/P6/B5/Xx+TPflj+B8j9GMJgM+Dw+lFJYgiz43F58Ph+hsWEsmLYEa4AVrTUFmfv6AHuc9orjOUodBIUF4na6+fPbpTw79xFevm4SLbu0wKAMjB1/JV6Pl/5X9MJo2r/LVlxig5q5WaL6SOuIEKe9Tv3bE5sQw4tj3iR1026+3jQLZVAM+c95NO/YjJj4aMwWEz99NN9fnGVDGsX5pUz7vzn+HZT3oDKZDHg8Pkxmoz/eeH14PR6i46N5/db3CAoLwOlw43a48bg9+Dw+0rfs8W+ckUdORg4mowGlFMu+X8mYp6/gvnOepPfFPchJz2XQdeeSkZzJ2cMOnvtV4tEprgZjkbSYCHGArJQsLg4fi6PUxZ5kfx9cAKVg1a//8vHTXxISGUJ2ai5teiQRFhXKd5N+IiDEhjXQgs+77xu8N0EJCg/EWebkjL7t8Lp95GcUkLUrhz3JmXjcXoKigitaPMzW/Z8XFEUG4dCwZcU2Lo28HovVzAMf3sYjn9/Njx/8RlBoIMNvG1RDd0fUJGkxEeL0tmLeKi6Nup7IuAh2rNlJYGgABqMB7dPMfP1Hvpv0I2abmeLcEtr3ak1wWCDfvPQdoVEhmKwmf1JS/ifD4/FhMBkw28y4nC6SujZD+yBrZzZFOcXkpOXhdrgJiQyqiF3K6B8ZYkjPRvm0/+GZy8PPUxZwZdxNXP7gRTzw0e1c8dAIFn67hLjEBvS7olet3S9RPWqyxUQSEyGAjB2ZpGxKB+COHo9SVmRn5W+rSduegaPUSVzzBswu+Zxr/3sFeekFPDH8BUoKynjhxyd4ds6jGExGEjs0pVP/9vuV1VOGvYPbS8EHASE2DCZFaLR/siu304M3LoL8MxJpdkY8LTonYO+QgKdV44rtXU0iMUQE4XF5MZqMbFy6lekT51KYU0jGjsyavVGi5ujDvIQQ9da2Vcnk7cmnrNjOo0Ofp6SglLUL11OYU0RZkZ2uF3Tkm8wPuPyB4WxdmczjFz5HTHwUr/w+nptfGoPWmnZntyKxfTxoMJQXWVEGQGvsxQ60D1p0TMBgVAQE+x++uZ3+uUaK80pp06MF8e0aQZsWEBG67+S0P465HG6sAWYWfL2Ynz9dQH5Gvr88sah/DheLqiEeSVcuIYB5U+ZTlFvCkBvPo0GzWAqyivC5NXu2ZaEMisi4cDYu3sLVj1/GBWP6sXNdCmlbdrN9zU7mTv6Z0Mhg7pr0H3b+m0pRbjFlxXZ2rU8jMDSA0oIylBG0Fzb8vRWfV5MTYMZmM2E1m7FnFmAsKGNL02jMm9MxWs3g9reeaJ8m4M/N9LuiF39MWwzKP+P7R098icGg+HD9xFq+c6L6aKnKJcRp6PNnv+XMAZ1o3LIh4TGhFGQV4Sx14Sx1YbaaUQZFTloeN/1vDMNuHciKn1YT3iCMZT+uYv5Xi+nUvz3XPDGSjB17eOe+T1BocncXYA2y4Sh2+B9J+2DBN0vw+TT2EicBoTasVguFucVon2bTsu0AqOBAKHNUnJvBYqJD37as/Gk1BqORDUu2kLwuBaVhWuaHtXTHRPWq2VgkiYkQQP8re3Ffv6eY8848TOb9x2oYTQbMVjOPDnmOJq3jGHHnUIbdMgCANQvWYwsOYOLCZ5g3ZQEFWYVENYog9ffdgH8ek8DQAMqK/ONG8nfnYw21UdizGcZfN2Gwu8Djw6id+MID8cYGExMUQP7mjP3OYdGMpaDB6/ZiL7ZjMpl48OM7iG0qk1PVZ6oGZ9sVQtQNvS7qzrsPfEpRbvFBXXujGoWze9sebj/zIRo2i+WhT+6s6Mr708fzad2jBede1YdJd39Iq25JxLdqxMalWwHweb0V85pok5GCbm2w/L0BXeLAXuSAEH/1SGUC7fHHPqtRU+Yr757cMBpfTASrf1+Hz6uxlzowGAwoBf+d9VCN3iNRs2oyFkliIgRgtlnY+7fX465U3SrIChr27Mzi4U/vAqXp0Lttxeed+renfe/WTHtlDi26NKPnkK589NgXbF6+nfT+SYQs34khfV/5RIPBgNvuInLWGrxeH8ExYRRkFYJXY16yBXuPRPaUOIgIC8Dj9uJxuvF5Nb7ykzOXP61a/ds6vn75O/qOPLtmbpCoeVpKAwtxuvF6vcQmRGMv8T/M2tu9CsBoNpKVmkvPoV0ZcddQIhqEktSlWcXng68/l4LsQuZ9vIChNw2gdbfm5KbnseFv/ySKHqeXwrIiAJTHi3nlFqwGcJkMGJSqGOeoyw/p9fgoK7QTEBKAo9SOzs6F/ELcTjcAkQ3CCWsQRvKaXSz4ejHtzmpd3bdH1IYTjEVKqY+AYUCW1rrDkdaXMSbitDb/q0WMiLiWG9vd458YsdL8T8ERQZiMBpxlTrJTc+k2uBMepxen3cnu7Xsq1nM73axesI6JN71Lxo5MbnppDM/OeZQeAYEMGtYDk8WELdhKYFgAGo3P7cPn0zRsFktC+yb7nU/AsmSsGzLwOD1ExIaiNcQ0jcIWWN4H2OVh7YINKCO06dGS/7vx7Rq5T6KWaF31SwhR77z30GdcFn0D/73sFdxODwaDqhgfEhkXjrG8yuPmZdu4+I5B5KTlYS9xkJOeW7GPotwSls9bxUvXvok10MptE6/j6ekP0aJzM3pd3A2LzUxIVDC2EBuqsBRHkQOj0UCbs1phC65ibi7AXmKnYWIDDCiatWyIwej/6Zi3p4D0LRmERAZTWlC2rwqYqH8OFYuOLh5NAQYf7aGkxUScNkqLykj+N4UOvduwZ2cWhTnFxDSJxmwzU1ZcXqK30nesJN8/OWFChybs3prJj+//RuqmdIryivn48S8ZfMN53PjiNdiCbHQf1JmxT19Bk1aNAGjeMYGkkGBadk1k4WcL8bq9NEyIZc/OLBylTsJjQshJzyU7bV9AcSc1BK0xb8/E5XCTudM/30l2au5+59WkdSNG3jeMjn3bkZeRX703TdQuyUGEqJeycospKXXSvGk0W//ZQVBYII2S/D/6C+1Oii/rTMj36zA4/M0XeRkFoCC2aRT5WYWs+u1fls9bTWlRGT+8/yujHr2Ugdf2o2mbxiR1asaDH92Byez/idfxnDY0aRVHh95t+GvmcrxeHy27NmfbqmQ8Lg9BEcEkr0uhNP8QE/JqyNjuL7Syc0NqRelYg8lAs3ZN+M//RhMYEoAt2Fbdt03UlhOIRVrrhUqpZke7viQm4rSx/q/NfPzEl7yz8iW+eek7lv7wD2VFdlwOF16LAYPDe/BGClI37SapczPW/LGeEXcNpfugzrTr1RpXmYu7z36MUY9eisftxef1MeHKV7n4jsF07NuOsOgQZr7xI90GdiQoPIgtK7bjKHUSGh1CQEggBdnFKKUwBFrxhAaiiu1Vl94rXxTdJAJHqYvwmBCmvzqXQdedS6MWDav3polaJaWBhaifflm0ie27snn89kF8+OgXpG3ZjdfrxV5iR7m8BPyTinJ49ttGKUXengKatGrEjNe/5/bXrqdxy4a0O6sVIVEhjIy9kbeWvYjb5cFe6uC+/k/xyGd3ExsfjdPuYs7kn7nojkFsX51MdloePo+PiIZhKIV/UDxgspjwuDxVnbKfz7+O1+MlNDKYmKbRfDfpJ8ZPf7A6b5eoZTUZiyQxEaeFrJRslEFx+2vX8/mEb5k3ZT4mi4myIjveYDMZd/Ug7s0VGEvc+23XsV971i5Yz5YVO0jqksgLo9/gue8fZdJdH9Lr4u48M+thohpHYrH6Z7TN3JVNw8RYAC4ZN5TdOzK5/4PbsJc48Ljc/PzJH5w17Ex+m/onc9/92V+2MdiGqVVjfAvX7deVrHL9+YBgG6//9Txmiwl7iUMSktOFJCZC1DtZKdnEFpXRpUcSHz3+Bavn/4stxEppvr/lXgGW5NyDtmt5ZnO2LN/OznWphEQGM67X47z59/O8fc/H3PzyGN5e+RIJbZtw11v/wefz0e/yXv5Z34ExT17OTx//zp1v3EhGciZo+G3qQjr1b8/ahRv55KmvMJmNWIMsaK3xuqt4UFcuunEkbyx+DqfdhTXQSkRsWLXcJ1GHHD4WRSulVlR6/57W+r3jPZQkJqLeczlcjGlxJ9FNIomNj2bD31vQXh+6/ItmLHHT8J1/MJa48YRZcTUOIXhzLj6vxlHq4OHP72TrimTOHdWHcWc/jsVqplGLhjRIiCEyLrwiKQG4YHTfin+brWZi46MxmgwVf7ivefwyAOa8PY8LRvdl7cKN7Fqfii+rfIB8+Xc/sWNTktemEBBqw2A00KJjArHx0QBEyAS6pweNzPwuRD2zfc1Obu/2MA0SogmJDGHrqh1or8bnOfQPP2VUGAyKyIbhPPjJHaSsT6N9nzZMuPxVQqNDiGvRgIjYcBo221el0WAwcPEd+7r1B4YFEt04Ctg3C/voJy+nrNjO3Hd/oeeFZ1KYV8zGxVtQRrXf8ZO6JrLtn2TCG4Tisrvpc+lZRDQIP4l3RdRpR45FOVrrbifrcDL4XdR7FpuFHkM643F5WbdoE41bxqH1/tVOglz+oOCNCsCRGI7P63+/Zfl2Pnz4C4xmI226J/Hev//Hz1MWsGTOCpp3bsalUdfz7atzcJQ5DzpuUGggN/1vNGaLeb/l9hI7axZuwF7iwBZkwWgxogyK8AbhWGxmkrokkrw2hTveuIGpye8wK/cTXv5tfPXdIFEnKTTK56vyJYQ4NbXo1IyEdo0pK3GwZcV2WnVtDoC9eN9cIcGRQf5/lOcH2qvxun38PWclX70wk0ZJDTl7WDde+uUpPnxkKlkpOWSl5nBR6Fh+/3JRxUO3ypq0jOPqxy49aHnGjj1sWbEdn9aEhPmPazQaaZgYi1LQbXBntv2TzKsL/8vUnZOZlf8Jt7w85iTfFVGXHS4WVUc8ksRE1EtOu5Mb2o4jZVM69jIHy35YTUlBCQCpm9IxHjBXidftQxsNWHcUEPn9NuLbNCYuqQEBoQEU55cw7eXZrF+8GY/bQ/q2DJ77/jFsgVbOGXk2s9/+ie2rd1bsy+1y4/UeuhncZDFx/tXnEBYdynmjzqHdWa3RPk1pQQltz25Fy67NeXbuIwy96QJCIvzN8AaDfFVPS1KVS4hTXsqmdG5odw9lxWVsX7uT5H9TcRT7H2Zt/Se5osrVXs4Sp38+rfKves9hXQmNCiG8QRjpW/fwzn1T2L1jD6VFpbicbh79fBxhMaEM+c/5vHv/JxTmFO3bl/3gh2aVRTaMYND152ELtNJtUGdadm2Ox+WhMKeIDue05cwLOjJ+xoOc0acdFqsZpdRh9yfqqROoyqWU+hJYArRWSqUppW483PrSlUvUS9YAK5c/cBHfTpzDohlL8fl8uOw+zFYzbqcbrTXK4J9MCsDt9pB/bQ9CftxAuNtL6qZ0AK58eATf/t9sohtHsmjG30x/7XtG3jucjn3b4bQ72bpyO+ddfQ6NkvaN+XhxzJvEt27Edc9cVeW5mS1mRj85suL9peMuZFzvxwmJDCa6UST3vHtLNd4Zcco4wa5cSqnBwOuAEfhAa/3iAZ/3B74DkssXzdBaP3P8RxRCVKVhsxiG3z6QCVdOZM0f6wHweDwYTQa8Hh/KoDAYDfi8/i+8u9Lg8+CIIJbO/QeAO964nkl3f0x4TBjzPp7P3Mm/cMNzo2jeMYGUTen8u3ADI+4aQlBYYMX2t3V9iOsmXHXIOa8iGoRz1cMjKt4Pu3UA17W6m64XnEHjlo0Yed/wk307xKnmBGOR1nrUsawviYmol5Z+v5K3752Co8SB2eb/bx4aFUxRbgnWQAvOMtd+6ysg9Lt/MRbY2Vsw0WQ28vMn8wmNDqUorwSPy8ttr13HP7/+S+qmNOLbNGHs01cw9/1fOWt4t4pxJLdNvI5Vv65l6Q//0HNo16M639f/eu5kXbqoR463EopSyghMAgYAacBypdRsrfWGA1b9U2s97MTOUghxODNe+57PJkzDZXejDP4Wh+gmkWQmZxMcGURJXima/R+W7bW3bL0txMqn46cREhVMaVEZtiArQ28+ny0rd9AzPZcGCdGMvH84P09ZwLBbB1R0IZ4w5xGWzFnJttXJJHVOPOK5mi1mpu585yTfAXGqq8mqXNI/RNQrLqeb5T+tonHrRlzxwHACQm24HR4MJgNRTSIBcNpd+1e/KmcqsO+32OP24ih1UZjtbxaf/c5PfPXiLFI3pXFj+/u4vdtDxCbE4HG62bxsW8V20Y0icdrdFOUUV+elitPB8Xfl6gFs01rv0Fq7gK+Ai6v1XIUQ+ynMKWL94s206dmSi+8cgsHsTzyMZiMBQf5Jcx2l+8aWHJiUVOYoduIodVKcV4LP6+PjJ75i7uRfWPDNYsYm3clDFzxD90GdSf43hZ3r0iq2a5wUR2FWIWVF9uq7UFH/ndgEi8dEEhNRr6Rt3s3EW95l6oRv+eblOXg9/rEePo+PXev9f6xj4qOwBu0/w214g6rLHWqvj5DIIFx2F5FxkVxy5xAuGN0PW5CNDn3aYAu08PyPj7Pyl9UsmrkUe4mdJXNWMOyWAQwY249dG9P4fMK31XvRop46oUDQGEit9D6tfNmBzlZKrVFK/aiUan8yzloI4bfqt3/54LGpTHn6a75/9xfw+R99ed1eUjbtBqBD37YHlYmPbBRR5cMzs8VIaHQoZUV2wqJCue/9W+nUry0hkcG06NQMs9XMJ9ve5K27PmTn+lSy03JZt2gjN75wDR37tmPlL2v46eP5NXDlon45TCySxESIw2veMQGT2civny3EUerAVbZvXhKfx99JMjslF2fJvq5cQeGBFGSWl+s1gFbgiQgAwFHmpDCnGKPZSE5aLp88/TVTn52OwaD4a9ZyXA4X374yh7IiB216JJGyMZ2PHv+iYt8el4fSwrIauHJR72jAq6t+ldeNr/S6+YCtqxqhemAE+QdI0Fp3At4EZp3sSxDidNb/yt5sXLKF9Ys2UVZkrxhDAvvi0epf1lV8M00WE2jI250PGozm/X+ilRU7KMkrQWtNQXYhz4z8P9b96d/3yl/WYLKYeP3W90ho14QGzWJY/fs6ZrzxQ8X2TrsLR4kDIY7J4WKR9+QnJjLGRNQLP3zwK2/c/j4jH7iIjB1ZAFhsJlyOw8xgW660oFLi4ANPgyDyLu9A7KSlKA1oKiab8ri9RDQIxWgykbengF8//5PWPZI4f/Q5RDeOIrpxFO+vfbVidy06NaNFp2bc2fMRxr1zMy3LS0MKcTQO06/3SHXj04D4Su+bALsrr6C1Lqr07x+UUm8rpaK11jnHe75CCHjpujdZ+O1S+lzSwx87FFisZlwOd9UbGPDHngNmXPe6/cmLUqqiBHDl5AbAaDJiCbCQmZLDb58vpP+VvTmjbzsCgmwMGNuPAWP7Vazb66Lu5Gbkc0vnB3hl/viKqo9CHImMMRHiGDXvmEBoVAh9Lz2r4lnx3qTEYDy28obmzFJi3l3uT0rKxcRHVew3P7OIZh3iCYsOIXNXNivmrSYgJIDHhj6HvWT/frxer5fpE+dy0e2DKCu2H/S5EId1/E3ny4GWSqlEpZQFuAqYXXkFpVRDVV77UynVA388OHi6aSHEMWl7VisiG4bT9/LySliafUlJVeHoCBWPKs9LYjAqYhKiKt6XFJbRpHUjAkJsrF24kdTNu8ncmcULY14/aD8lBaX8/uUiRt43nB1rd+GTOZHE0arBrlzSYiLqhZimURTmFPPJ+K8P6rDiO1RTo6JiXaPZWNEqAmBw+/Z7SpWd6v+9ZjAa0EqzJzmbqEYRLJm9gtcXPcvjFz5P6qZ0Zk+aR/L6VDYt3crFdwyiadsm/DFtMfdMvpnHL3yB658bxcCx/U/y1Yt6SQOHGQx72E219iil7gTm4S8X/JHWer1S6tbyzycDI4HblFIewA5cpauamU0IcUwat2zEnuQsVv269uAPj+IbZrKa8DgPaO0vb1Xx+TTZu/zxSBkUtmAr6VszsNos/Dn9by65eygvjH4Dn9fHDx/8xpzJ87AFWhl60wVon4/Fs5bxwMd3cPMZ9/HWshdJ7ND0xC9Y1G8nEIuOhyQm4pSXlZrD6MTb0VqTl+UfK6IB3TwOlZKF8hxissNK3zOv23tQqcaDfqMpiGveAI/Hw56dWbTpkUSHPq25p+8TaB/0GNqFaa/OoUHTaOLbNOb9R6YSFRdB45ZxvHLD2yS0jz+qco1C+J3Y0yit9Q/ADwcsm1zp328Bbx33AYQQB1n24yomXPkqKM2m5duPax8ep7+S5N5xKMC+VhVNxUO1xDOaUpBdRElBGYHBNtr3as295zyB1jDirsG8//BntOqWhNvp5q27PiQ8JoyGzWL4+IkvadOzJbHxUVUcXYgD1ezEvpKYiFOevcRB98GdWbNgA9tW7PAvVAodHIgyGeFQickBKicllSe72ksZFJk7s/CUt6xs/HsLl467kE3LtuNxe1gzfz1B4YFs/SeZqbMe4pqmt9GyW3N6Du3KWReeSVh06Mm5YHH6kAYMIU4pGk27s1uy9o+NbFq69bj3Uzn+HDS/iQZroIWd61Ir1vO6PbTq3oINf2/B6/ay4pe1OEocbF25nce/GMcjQ57j3FG9OXtYd87o25bAkIDjPjdxGpIxJkIcPaPRwOZl23CWOfcttJjwed3gcB16wwP4LCY8DfzJQ0jkwYMCtVcTGBZIUHggJrMRr8/HrEk/obXGaDRgC7ZRlFeCxWZi/IiX0Frz57S/mXjTZLJSZDyxOA411KdXCHFyWKxm1vyxYd9A9uP9lbX3a66oclyKs8xFYFgAQWGBmK0m3G4Pc96Zh8/rxWBUBIUG4nF7MZmNTL7/U9Dw/bu/8vQlL2Ewyk8/cYykXLAQRy8kKoTC8skMtUHhiQoCpcBkrFjHbDUfcT/emGAcHZsAUJhdVDFDb3ybuIpvitfjxWg0+FtNfOB2uvG6vRiMRkY9egmRcRG4XV62rNxRsd+YplFSjUscO63B6636JYSoc7TWuJxuvK5K39EqxpdbAiwHL4SKmLP/Tv0PxfZqeea+7sCOYgcBwVbcTk95VS8vPhS20EC6XtCRyLhw8rMK2bl+35RGPYZ0wRZoPfaLE6evw8WiaohHkpiIU9quDamManwzIZHBGM0GPLEhlJzfGuVwYV6TXPGgye08RJlGwGDyr2VOLyD4lw0Vy/c2naduyqh4elVaVEZRbgkGkyIoLBCD0eAv1xho5tNJ88gI9LemQPk4F6DPiJ4n+7LF6UJaTIQ4ZSz4ejGT750CgMliPOR6LnvVLfnap1FH+FW29Z/kihYUr89Hzu58DCZFWEwoWmusnVtgObMV0/5vNgWZRRhN+5/HwBvOPerrEaKCtJgIcXQS2sXz8u/juee9m7HarJj3FBH2zT9Hte3eMsI+z8FfrIAQGwaT/+vhjYukzXkd/B+UP/3yeTSlhWX4PD4atWyI2WyidHc+AU5XRVlIb9umqM7N8bjkCbc4DnsroVT1EkLUOedc1pO7376JG1+4Bout6laRI9HlMUaZ9rWeBIUF7OvOpSGxo7+SlvZq0P54VJhdhPZpOjQIwb5iMx6nB5PFX23SGmgGBdYAC0XZxSdyieJ0dLhYVA3xSBITccpb+v1Kls1dxYy8j7EFW1H4y//u/UNeuT/t3mQDDlNGGLAXOyoqouioUDasSTnkujmpORTnlRJkNnDtLedjMCpadG5GjN3O5/Me47bXrjuh6xOnMWkxEeKUYTKbmPH691isZj7f+U5FDLIF26pc/8DWjMp0pQdmpUX2/apIJh8Yjyr1ANu5Ohl3sZ2Y+GgG33g+yqCIbRpDi07N+CJlMkP/c/4xX5cQMo+JEMfghueuBuB/175J46Q4tq/eidfjrfhD7jUoYls1JntjOj6PD5PViMd56FaMAyugmNbtPOzx7SVOlFKUFdl5/6HPAWjfqzU3vzwGa4D05RUnQJIQIU4pE757BIDbuz9M844J7FizC9cBRVgSOyeQvHqXP04djSP9GdBUzHOSl1GAMiiyU3OYPeknlFJc88RI+l/R67CJkBCHJeWChTh20Y2iCI0IJig8kJQNaRRkFQHgToolNS4M28Z0AAJDAw/bnK2P0DRZeeJFFFhsFrTWuB1ujGYjL/3yJCERwZKUiBMkrSNCnKqim0TS9fxOzH13Hpk7s3F49lWNTFmXVvFvo9mA132EGdgrTQZ8SOW7sAZacdr9xwqNCua+92+jdY8kSUrECZB5TIQ4Lje+cPV+72e99QNv3zOFiMwiokwm0owGNBpnqfMQe6hC+VOovSwBZrRP+6ugACgIiQjGaXcSFBrAzS+PpWPf9id+MUJopAKXEKeoZ2Y+DMCIOwfjtDv5+MmvmP7qXCIahhEVF8G21TtRBoUlwILd7Tj8zvY+BzugNd9sM6O9voq5tQBsQVbMVhONkxoy5qnL6XnhmSf92sRppoZjkSQmot4acedQOvVrjzXQwrIfV7NzfSrnXdWHJXOWM/PNHw5+SqXglv+7lvce+HTfH//yVYIjAynJK8Pr9qJ9mu5DOhMQZGPRzGUkdWnG2cO60X9Ub4JCA2v2IkX9Ji0mQpzyrAFWbn3lWvpc0pPQqBDW/rGeTcu2ccUDFzHlqa9ZNHPpQS31FpuZMeOv4MNHplYs27tOg4QoMlNy8Xr88WjkA8PZsnw7W1ZsJ7pxJLe9ei1teraUVntx8kiLiRAnR+IZCQCMuDOuYlnDxBhmvz2P2PhoCnOKKSuyE9e8AQ0SY8CnMRgU0U2jydyZzfBbB/Lvok04yuy07tYSl8OFz+PjgtH9OG9UH0qLyiQZEdVEKnAJUZ906N0GgKZtGjPsloEADLt1AH/NXEpMfBS5ewrwur3ExEfS97Kz2LYqGYPRQEx8JDnpefS59Cy2r95JREwoTVo3Rvs0Xq+P3hf34JaXxko8EtWkZmORJCbitBPbNIaPNr7ur/vu86EMBmyBVh4a8AxRjSIYcG1/YhpH0al/ezr1b09RbjHrFm2i18XdAVg0cymLZi7lvFF9JAiI6qNB6yP0PRdCnNK6nt+R99dNpEmrOErySwkKC8Tn83Fju3t55PO7yd9TwJAbz6dJqzja9GhJ2tYMCjIL6NCnLQBfvjCTNfPX06F3G4lHonrUcCxSuhqaZ7p166ZXrFhx0vcrRHVas2A9Ce2bEB4TVtunIk5DSqmVWutue9+HmWL02aEjqlx3Xv4H+60rDk3ikTgVLZ69nG6DOmOxmmv7VMRpqHI8OlwsgpMfj6TFRIhynfrLoHVRx8gYEyFOS70u6l7bpyDEPjLGRAghTnNag0+6cgkhhKhFNRyLJDERQog6Sku5YCGEELWsJmORJCZCCFEnyQSLQgghaptMsCiEEEIj5YKFEELUrhqORYYaO5IQQohjo31Vv46CUmqwUmqzUmqbUuqRKj5XSqk3yj9fq5TqetLPXwghxKnvULHoKOLRkWLRgSQxEUKIOkjjn+m5qteRKKWMwCRgCNAOGKWUanfAakOAluWvm4F3TuoFCCGEOOUdLhYdKR4dZSzajyQmQghRF2l9Ii0mPYBtWusdWmsX8BVw8QHrXAx8qv3+BsKVUnEn9yKEEEKc0g4Xi44cj44mFu1HEhMhhKijtNdb5esoNAZSK71PK192rOsIIYQ4zR0qFh1FPDrmOFMtg99XrlyZo5TaVR37FkKIeiqh8pti8uf9qr+NPsS6NqVU5enM39Nav1fpvapimwPb3I9mnVOexCMhhDhmFfHoCLEIDh+PjjnOVEtiorWOqY79CiHE6UJrPfgENk8D4iu9bwLsPo51TnkSj4QQ4vjVQCzaj3TlEkKI+mc50FIplaiUsgBXAbMPWGc2MLa8OtdZQKHWOqOmT1QIIUS9dTSxaD8yj4kQQtQzWmuPUupOYB5gBD7SWq9XSt1a/vlk4AdgKLANKAOur63zFUIIUf8cKhYdbhulZWZhcYpQSjUD5mqtO1RaNh4oAToAVwANtNbF5Z+9DtwNxGitc8qXXQLMANpqrTdV2u9GYDNgARYCt2utfUqpn4CzgEVa62E1cJlCCCHqOIlHQlQP6col6pNtlJehU0oZgHOB9APWGQUswt+cWNl2rXVnoCP+Wtsjype/DIypntMVQghRT0k8EuI4SGIi6pMvgSvL/90f+Avw7P1QKRUM9AZu5OBAAPibHYHFQFL5+9+A4mo7YyGEEPWRxCMhjoMkJqI+2QrEKKUi8D+J+uqAz0cAP2mttwB5SqmuB+5AKRUInA/8W83nKoQQov6SeCTEcZDERJxKDjUgqvLyGfifPvUE/jxgvcrB4avy93u1UEqtxv9U63ut9Y8nfLZCCCHqK4lHQlQDqcolTiW5QMQByyKB5ErvvwL+AT4pHywIgFIqCjgP6KCU0virQ2il1EPl2+3t0yuEEEIcicQjIaqBtJiIU4bWugTIUEqdD6CUigQG4x88uHedFOBx4O0DNh8JfKq1TtBaN9Nax+MPIH1q5OSFEELUGxKPhKgekpiIU81Y4InyZu7fgf9qrbdXXkFr/e6By/A3k888YNl04OrDHUwp9ScwDThfKZWmlBp0IicvhBCi3pB4JMRJJvOYCCGEEEIIIWqdtJgIIYQQQgghap0kJkIIIYQQQohaJ4mJEEIIIYQQotZJYiKEEEIIIYSodZKYCCGEEEIIIWqdJCZCCCGEEEKIWieJiRBCCCGEEKLWSWIihBBCCCGEqHX/Dwk/1LOHvrIaAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] diff --git a/notebooks/3_dandelion_findingclones_and_analysis-10x data.ipynb b/notebooks/3_dandelion_findingclones_and_analysis-10x data.ipynb index 7fb914aac..182a197e9 100644 --- a/notebooks/3_dandelion_findingclones_and_analysis-10x data.ipynb +++ b/notebooks/3_dandelion_findingclones_and_analysis-10x data.ipynb @@ -55,16 +55,7 @@ "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/anndata/_core/anndata.py:21: FutureWarning: pandas.core.index is deprecated and will be removed in a future version. The public classes are available in the top-level namespace.\n", - " from pandas.core.index import RangeIndex\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "import pandas as pd\n", @@ -95,7 +86,7 @@ { "data": { "text/plain": [ - "AnnData object with n_obs × n_vars = 16970 × 1523 \n", + "AnnData object with n_obs × n_vars = 16552 × 1572 \n", " obs: 'batch', 'sampleid', 'scrublet_score', 'n_genes', 'percent_mito', 'n_counts', 'scrublet_score_bh_pval', 'is_doublet', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr', 'leiden'\n", " var: 'gene_ids-0', 'feature_types', 'genome', 'gene_ids-1', 'gene_ids-2', 'gene_ids-3', 'n_cells', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'mean', 'std'\n", " uns: 'has_bcr_colors', 'leiden', 'leiden_colors', 'neighbors', 'pca', 'umap'\n", @@ -122,8 +113,8 @@ { "data": { "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count'\n", + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count'\n", " metadata: 'sample_id', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", " distance: None\n", " edges: None\n", @@ -173,8 +164,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Finding clones based on heavy chains : 100%|██████████| 195/195 [00:00<00:00, 1421.15it/s]\n", - "Refining clone assignment based on light chain pairing : 100%|██████████| 850/850 [00:00<00:00, 2007.04it/s]\n" + "Finding clones based on heavy chains : 100%|██████████| 193/193 [00:00<00:00, 2428.41it/s]\n", + "Refining clone assignment based on light chain pairing : 100%|██████████| 818/818 [00:01<00:00, 748.86it/s]\n" ] }, { @@ -200,8 +191,8 @@ { "data": { "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id'\n", + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id'\n", " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", " distance: None\n", " edges: None\n", @@ -244,7 +235,9 @@ { "cell_type": "code", "execution_count": 6, - "metadata": {}, + "metadata": { + "scrolled": false + }, "outputs": [ { "name": "stdout", @@ -255,7 +248,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZwAAAERCAYAAABPbxE/AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOydd1xTV/vAvwkBBBQVAcWBOOu2zrpF7bBaR9Va96BWrNrW1i4VB862Fl99ReuqrYqKta63vlXr1lJ9rat1VH8uREUEVBysQJLfH7cJCQQIISEhnO/nwyfknnPPeZ57n5tzz3oemUaj0SAQCAQCgZWR21oAgUAgEJQMRIMjEAgEgiJBNDgCgUAgKBJEgyMQCASCIkE0OAKBQCAoEkSDIxAIBIIiQTQ4AoFAICgSRIMjEAgEgiJBYWsBrEVSUhIpKSm2FkMgyBN3d3fKlStnNE3YsKC4kJcd6+OQDU5SUhLh4eFkZmbaWhSBIE8UCgUTJ07M8bAKGxYUJ3Kz4xz5ikieIiUlJYXMzEyaNWtG6dKlbS2OQGCU58+fc+7cOVJSUnI8qMKGBcWFvOw4Ow7Z4GgpXbq0Sd08gcBeETYscCTEooESytSpU9mzZ4+txShWiGtm34j7k5NNmzaxcOFCW4uhw6F7OEXNwYMHWbp0KS4uLrpj48ePJzAw0Gp1bt++ncOHDxMfH4+HhwddunRhyJAhODk5Wa1OY1y4cIGQkBBcXV2RyWR4enry+uuv069fPwDGjBlDUlIScrkcuVxOjRo1CA4OJiAgAJCu3ZIlS3j11VeZOHGirtybN28yadIk6tatyzfffKM7/ttvv7Fz505iYmJwdXWlWrVq9O3bl9atW+cqY0ZGBmFhYVy/fp34+HhmzpxJixYtDPLs3r2bn376iZSUFJo1a8b7779fooe0hE0Xf5u2J0SDY2Fq165tYETWRqPR8MEHH1CjRg0ePXrE3LlzcXd3p3///kUmg5ayZcuyfv16AC5fvsyMGTMICAigefPmAEyZMoUWLVqgUqnYvHkzYWFhLF26VHd+pUqVOHHiBO+++y6urq6A9NBWqVLFoJ7//Oc/bNmyhffee4/mzZvj6urKxYsXOXr0aJ4PJ0D9+vXp1asXYWFhOdLOnTvH5s2bmT17Nn5+fixdupTly5fz2WefFeq6FHeETRdfm7Y3RIOTBzt27ODnn38mOTkZT09Phg8fTqdOnTh06BDbt28nISGBsmXLEhwcbNJbxdSpU3nhhRe4dOkSt2/fpk6dOnz44Yf4+Pjkes62bdu4dOkSM2bMMDh28eJFZs6cafAQ+vr60rlzZy5fvmzSw/nw4UOmTZvG9evXqV69Op988gm+vr5oNBp++OEHDh06hFKpxMvLi/Hjx9O4ceN8y9TSoEED/P39uX37tu7h1OLk5ESnTp346aef0Gg0yGQyADw9PfH39+fkyZN07tyZzMxMfvvtN3r27MmpU6cAaTI9IiKC999/nw4dOujKbNq0KU2bNs1TJmdnZ/r06QOAXJ5zNPnQoUN069aNWrVqATB8+HAmTJhAcnIyHh4eBnmfP3/O7NmzqVevHqNHj9bpYO8Imy5ZNq2PWq1m1apV3Llzh2nTpuHu7m6y7pZCNDi5cPfuXTZu3MjixYupWrUqjx494vnz55w8eZIffviBKVOmUK9ePRITE0lLS9OdFx0dzbBhw3B3d6ddu3YMHjxY92YDcODAAWbNmkW1atVYvXo1ixYtYsGCBbnK0blzZzZu3MiTJ08oW7YsAEePHs314bt06RLVq1c3ScfDhw8zY8YMKleuTFhYGBs3buSjjz7i3LlzHD9+nCVLluDl5UVcXJxJ5WnRaDRcunSJmJgYatasmSM9IyODI0eOULdu3Rw/1F27dmXfvn107tyZ06dPExAQQIUKFXTpf//9N0qlkrZt2xZIJlPI/kNSuXJlFAoFd+/e5YUXXtAdf/jwIbNmzaJTp0689dZbFpfDWgibLnk2rS/fv/71LzIyMpg5c6bBEGlRIhqcXNCOF8fExODj44OXlxdeXl589913vPnmm9SvXx/A4E2uYcOGhIeH4+vrS2xsLIsXL+aHH34gODhYlycwMFD3Bj1y5EiGDh1KYmIi3t7eRuXw9vamfv36urei27dv8+DBA9q0aZMj7+7du4mOjmbSpEkm6ditWzfdg9ypUyc2bdoESGvqlUolMTExeHp6UqlSJZPKe/LkCYMHD0Ymk1G+fHlGjx5t8Ib21Vdf4eTkRHp6Oq6urnzxxRc5ymjVqhXffvstDx8+5ODBg3Tt2tVgL8qzZ8/w9PREobC86aalpeWYr/Hw8CA1NVX3/d69e3zxxRf079+f7t27W1wGayJsuuTZNEBqaiqzZ8/G29ubyZMnF/lcmD6iwckFPz8/Jk2axM8//8ySJUto2LAhQUFBJCYm4ufnZ/QcfSOuWrUqI0aM4JtvvjF4OPUf5tKlS+Pu7s7Dhw9zfThBeqD3799Pz549OXLkCG3atDF4wwTpzW7r1q3MmzcPT09Pk3QsX7687n9XV1fdW22TJk0YMmQIGzZsIDY2lubNmxMUFGTwVmYM/fFuY3z++ee0aNECtVrN5cuXmTdvHl9++aXB26uzszMdO3Zk586dXLlyhU8//ZTjx4/r0suUKcPTp0/JzMy0+ANaqlQpkpOTDY6lpKTg5uam+3706FG8vLzo2rWrResuCoRNlzybBrh27RppaWksXbrUpo0NiGXRedKhQwcWLFjA+vXrqVSpEuHh4Xh7e3P//n2TzpfL5Wg0GoNjCQkJuv+fP39OSkpKvkbfvn17bt68SWxsLMeOHcuxQujIkSN8//33zJ49m6pVq5qmXD706NGDsLAwVq9ejUqlYt26dRYpF6Tr0qhRI/z8/Dh79myO9G7duvGf//yHNm3a5Oj6169fHxcXF06ePGkxebRUr16dW7du6b7HxsaSkZFhcE3ffvttqlSpwrx581AqlRaXwdoImy5ZNg1SYztixAhCQkIKPJRoaUSDkwt3797l/PnzKJVKFAoFpUqVQi6X89prr+neVDQaDYmJidy9exeAM2fO8OjRIwDi4uJYt25djnHZo0ePcvPmTZRKJevXr6d+/fp5vgmC5KeoVatWrFixApVKRZMmTQzKW7NmDTNnzjR5nDs/rl27xpUrV8jIyMDV1RVXV9d8JyQLyuXLl4mJiTEqc61atZgzZw5DhgzJkebu7s6wYcNYuXIlUVFRpKamolKpuHjxIuHh4fnWm5GRgVKpRKPRoFKpUCqVqNVqQBprP3DgADdu3CA1NZWNGzfStm1bgwUDTk5OTJ48GXd392LX6AibLnk2raVXr1707t2bkJAQHjx4YL6ShUQMqeVCRkYGERER3LlzB7lcTs2aNRk/fjxVq1bl+fPnLF26lMTERMqVK0dwcDBVq1blr7/+YsmSJaSmpuLp6Um7du0YOnSoQbndunVjxYoV3L59m9q1azN58mST5AkMDGTevHn06dPHoFu8YcMGkpOTmTJliu5YgwYNmDVrltm6p6Sk8N133/HgwQMUCgX169dnwoQJZpenZcGCBbqH3MvLi5EjR+ZY7aNF/wcoO71798bLy4sdO3awePFiSpUqhb+/P3379s1Xhvfee4/4+HgA5s6dC8C8efNo3LgxzZo1Y/DgwcyZM4eUlBRefPFFPvjggxxlODk58cknn7Bw4ULmzZvHtGnTbDYJWxCETZc8m85eh0ajYdq0acybN4+KFSuapKMlkWmy948dgNjYWFatWkXHjh3tyi3I1KlT6dixI6+//rqtRRHYAUlJSRw/fpyxY8dSuXJlgzR7teHsCJsW5GXH2RFDagKBQCAoEsSQmh1w6dIlQkNDjaYtW7Ysz010uZGQkJDrkMHMmTNp2LBhgcucNWsWly9fznE8MDCQ8ePHF7g8a7B8+XKOHDmS43hhh2QEBUPYtOVwJJsWQ2oCgY1whCE1gUAMqQkEAoHA7hBDagKBBTh16hTnz58nPj6eevXqMWDAAF1afHw8//nPf3jw4AHlypWjR48e1KhRw4bSCgS2waEbnOfPn9taBEEJQS6X06JFC2JiYkhLSyMpKQkAlUrFxo0badiwIX379uXmzZtERkYycuTIHHsljCFsWGDvFMRGHbLB0fopOnfunI0lEZQ04uPjSU9P17kuefr0KSkpKaSlpXHixAlAcnWyd+9e3cS5vl8tLSXVhpOSyrFixTi++OJL3bHo6AD27u3OuHErAIiP92XTpiFMmrTYaH61Ws7Ro525cqWe7lj79r/RoMFlNmwYQWqqG3K5Gg+PZPr02YWn51MWL57EoEGRVKok7cRftWosr776KwEB0Tx65MXu3W+QkiJ5Vw4MPEK9elcACA2dxeeff0mpUmncuVON//63JxqNjMqVY7l/34/u3fcSEBDN6dMtefasDF26HLb6NbQVxuw4Ow69aKBLly4GvpUKipOTE2XKlOHZs2eoVCoLSlhw4uPlDB/uxYYNj/D1zf/NWB970sNciosOBw8eJDExkbfffhuAqKgorl69SlBQkE6HiIgI1Go1HTt25PDhw3kuGiisDYN9XTthx46nw+PHj3O14+w4ZA9HS506dfK9AHmh0WjIzMykWrVqVot3olariYuLo1KlSnm62oiJgbg4qFu3Mv7+BavD2nqYqkNhsKd7kRcXL14kMzNTt6v88uXLVKpUiSZNmuh0qFq1KgkJCdSpU4fDh7PeeO/fv6/zaZaQkEBaWhp16tQx2bNxbmjrrVKlilWvXXx8PL6+vibYsZzatSuZbcfW0sNUHQqDPd0Lc8muQ1xcnIEd54XNG5zdu3dz6NAhoqOjadu2LZ9++qkuTT+EK0heaZctW2YrUUs010cNAqD2D5E2lqR44ebmlq8Hai0rV6402Lvy8ccfA9jc4WJB0LpYyY2EBCegIgkJCbi42Ocbfn46FBfsUQ+bNzheXl4MHDiQ8+fP8+zZsxzp2hCuJZ2KFeHkSelTUHzw9/dn27ZtqNVq3RvtrVu36NSpU468wcHB9O7dG5B6ONq3Rkv1cBQKhc3fqsuXh99/V9OokQ/ZohFw7RqMHi0jMRHKloW1azXo7+XUaDTs369i+nRnkpNBJoMePWDBAg3Zqxw9Wsb69TIePlRj6jamouzh2MO9MJfsOhTkhcjmDU67du0AuHnzptEGRyDh6govvWRrKQS5oVKpUKlUqNVq1Go1SqUSuVxO48aNcXFxYfv27fTu3ZsTJ05w+/Zt2rdvT0pKikEZfn5+urg0sbGxukUGhf3R0Gg0yOVy5HK51UNha+vJDTc3yC2w5XvvwdixMGoU/PQTBAXJ+OOPrHSNRoOXl5rISKhVS0ZaGrz8MkREyBg1Kivf9u2g9aUqyWNZHQqDPd0LcymMDna/8XPx4sUMGzaMqVOnGnVBUVK4fx9efFH6FNgfW7ZsYcCAAfz4449ERUUxYMAAwsPDUSgUhISEcPLkSYYMGUJkZCRffPFFifUekJsdx8fD6dMwbJj0vX9/uHMHrl83zNesGWgjPJcqJZUVHZ2V/uABzJ8PixZZTQVBIbB5DycvPv74Y13o2oMHDxIaGsrSpUvx9fXNkTf7hKt23NyUvQ65odFodG+s1uz+6n/mRno6/PmnnPR0NQVVyZJ6GJPTVB0Kgz3dC2MMGjSIQYMGGS3T39+fr7/+2mAowprXyp7JyIA//5Q+9blzB/z8QBvwUiYDf39pkUHt2sbLiouTekK7d2cde/dd+PprKFPGOvILCoddNzgNGjTQ/d+jRw+OHz/OmTNnjLpCzz7hqn34i8uEa3GZbM3retrjJKU5OIoejszTp9CrF3z2GbRsKR1bs0ZqpIph9O8Sg103ONkxFt5WS/YJ1wMHDgCFm3C1pwk+bWBJHx8fCqqSJfS4+c+nsespJltNozCTrY5OtWrSMFtmptTL0Wik3o2xpdPPnkH37tCnD/yzkA+Aw4fh2DHDHk+TJrBrlzQUJ7A9Nm9wcptsffz4MfHx8dStWxeAQ4cOce3aNSZOnGi0HGtMuNrTBJ+bG3TpAm5uBZ8EtaQeeckoJlvzpih1sFdcXSU7zr5CzdcXmjeHiAhp0cC2bVC1as7htOfP4Y03pAYnJMQwbeNGw+8yGfz1FyavUhNYH5s3OFu2bCEyMmtvR1RUFF27dqVfv36sWrWK+/fvo1AoqFatGtOnT9c1KiWNihXh0CFbSyEQFI687HjlSqmxmT8fPD3h+++l42PGQO/e0hDa0qVyTp2C5GRpNRrAW2/BtGlFIr6gkNi8wRkyZAhDhgwxmrZkyZIilsZ+SU2VhgykXo6tpRFYk/v373PhwgXc3NxQKBS5DiObivZ8a3qx0mg0OlnzqicvO65bF37/PXu5sHp1Vh1TpqgJCZGRvYNorErtugxT1TZVh8JgT/eiMOXrfyoUpjcjNm9wBKaRkAA9e8Lt28bHtW2B1vtAzbWbCpQfhMeCvNAugAkJCaF8+fImOUU0BWv77ipfvrxuaDw37t+HN95w5vr1DLPt2Jp6mKKDJbCHe1FYtDoUxNefaHAEAjsjODiYtm3bcv78eR4/fmxWOGZ9NBoNKpUKJycnqy64ePjwIRUqVMhz/kv7MqxQKCjAizFgfT1M1aEw2NO9MJfsOiQkJJh8rmhwBAI7w8/PD41Gw4kTJ8jMzLTYD5NMJrPaj5xMJtPJmlcd2iQpn/l1WUMPU3WwVF22vheWqEdbl6nYvacBgUAgEDgGoodTTPD1hf37pU+B7Rk4cKDBd6VSScuWLQnJvlb3H3r37o2rq6vujbNBgwaMHTvW6nLaG8KOSzaiwSkmlColOSoU2Ac//vij7n+VSsU777xD+/bt8zxn0aJFVKpUSbfxMzY21tpi2h3Cjks2Djekpl1SqlarDZYGmvsHFLqM/P5MkTMuTkOHDtKnLfTQktsxU3TQpzjfi+x/Z8+eJS0tjbZt2+Yru74OBVlO6ig8eAAdOkifgpKHw1m8dknp8OHDLbak1B6WMCYnQ1SUM8nJGZirkiX0MHY91Wp1gZdhmntf7OFeZGf//v20b98eJyenPPWaPn06arWaWrVqMXz4cPztZX17EZKeDlFR0qeg5OFwDY52SWlUVFShl5RqNPazhDG35aRaH1FKJVy9Co0bS99feAHGjYOPPoKzZy2nR/a38sCflrLrfTnVqhVsGaaLizOPHmmMuh1p1QoWLoTAwKxj9nQv9Hn69CmnT59m/vz5efZY5s2bR926dUlPT2fXrl3MmTPHwNksGA8xrZWrMGg09uNpW0qW/yNPweqwth7C67lpFEYHh2twrLGk1B6WMOa2nPT8eekzOlqKDaL9DnDkiLFzjdehdZpoirwF1UF/w2f283JTWSbDaJo93At9jh49ip+fH/Xq1cszX+PGjdFoJF9qw4YN48iRI/zf//2fQR4RYto+cBRv4faoh8M1OI6Ki4v05q+NZGgqmZkwfjxERSlQqWDdOsmdu7aBCg6WVg2NGAETJsD06ZKvK6VScjWycqUUFvjH/+vC2ss9Kf0iqFSSK/gK/9SxY4eMX37x5tEjGe+8k+VU8fp1qZd19+xXyNDwwYs/8Yr/6Rwy/v67JGNmpqSjhTbWFwkHDx7kZTNmwWUyWY55rZIQYhqgVSsNVarYxut5Xgiv56aRXYdiFWJaYBqVKsGpUwU/78oVqXH4978zWbNGwbRpsG+flPbkCTRsCF99JX2fPx88PLLqmTNHajyWLYMFp4ezr+/HtPtxBRkZ0hi81sySkuDnnxNRKCpRp46M0aOhShUYOhSCgqBb1c+JflqJt36ZQwOvaKqUTtTJp1TC229Ljhpffhl+/RV++CFL/hUrIDYWso0+2QU3btwgJiaGQP2xPyPExMSQkZFB9erVSU9PZ+vWrSiVSmrWrMnves7DSkKI6cqVtfZVcDmKSg/h9TxvCqODaHCKCWlp0oPaurW0tNRUateGl16Seg1t20JYWFaas3NWSF+AnTulRmjbNum7UgkBAdL/bf0u8ulvExi4BF5/Xer9aBk8WHpT9/aWwv/euiV5+z17Vpogjj4BAZ5xtPC9yukH9ahS+jfduVeuSEN52k7Cq69mhRAGqYcEpjtgLEoOHDhAy5YtjfqSGjhwIDNnzqRhw4YkJSXx7bffkpiYiIuLC7Vr1yY0NBTX7D76SwDm2rHAMbCLBmf37t0cOnSI6Oho2rZty6effqpLu337NkuXLiU6OpqKFSsyduxYmjZtakNpbUN8PHTuXHDnnfoPtZOT4XCVuzsGsXU0Gli6VPrRz86ywEVcfFiTGxmN6dED5s6FlibUoY8M01qN4hIqJjg4ONc0/X06TZo04dtvv80xFFES9+GYa8cCx8Au9uF4eXkxcOBAXs32S5eZmcmcOXNo3bo1mzdvZtCgQSxYsICkpCQbSep4XB81SDep37cv/OtfkJIipaWkwKVLUgMS86wijb1v8sknMGCA4fDe3VlTSJn6MTeDssJMlCkjBdTSxjS5/bQiZ+JfoFXFvw3qr1dPKv+f6QoOHIAbN6ymrkAgsCF20cNp164dADdv3uTZs2e64xcuXCA9PZ0BAwYgl8vp2LEjP//8M1FRUfTs2dNW4josn38uzc289FJWL+Pzz6VhuS+ixvFEWRr3F8HHR2pI0ox7cdGxcaM0JLbo7FeAhnntVlG59EODPC4usGWLtGhApZIWDeh3YO15DkcgEBQMu2hwciMmJoaAgACDia+aNWty+/ZtG0plnwQESJP3+gQGSsuktfMfjRpJq9P0818flZVfoYDZs6W/7Gx+XfrF149jcx04MuB9g3yn9Rah1a4t9Viuj/o8R3n6czLt2hku59bHnudwBAJBwbCLIbXcSE1NxcPDw+CYh4cHqampNpLIdnh7w44d0qdAUFwRdlyysesejpubG8nJyQbHkpOTcTMSYzn7Lm3teYXZbWtPu4JLlZLiukt5C1aHKXqYep3y30lumXKyY0/3wlxM1cGRQ0y7uUGfPtpzCl6H/qelMVWHwtah/2mtOkSIaTPw9/dn27ZtqNVq3bDarVu36NSpU4682XdpDxokTYQXl13a+e0KTkyU8+GH5ViyJAlvb8v/IBq7TilTPzYpn7F0Y+cWpBxbYusd2o4cYjo+HoKCnFi7VmV2iAIRYjp/RIjpPFCpVKhUKt0FUiqVyOVyGjdujIuLC9u3b6dPnz7873//4/bt20bdwGffpX3gwAGgcLu07WlXsFIJR47I8fT0zbFD+9o1GD1aRmIilC0La9dqaNjQUI/9+1VMn+5McrK0IKBHD1iwQEP0P3m012n0aBnr18t4+FBNihE59K/nzTzSjaXlVo4p2NO9MBdTd2g7cojpzEz49VcZmZkyEWLajnwCFoTsOhS7ENNbtmwhMjJrMjoqKoquXbsyadIkQkJCCA8PJzIyEl9fX6ZMmUI5Ix4frbFL2552BWuTpHyGae+9B2PHwqhR8NNPEBQk448/stI1Gg1eXmoiI6FWLRlpadJGy4gIGR306t++Pct1Tm6y5Hc9Tb3eBb0v9nQvzMVUHUSI6fzrEiGm8y7bXkNM20WDM2TIEIYMGWI0LSAggG+++aaIJSo+xMdLK8N+/VX63r8/TJwo+TGrXTsrX7NmWc45S5WS/KhFR6NrcB48kFzbHD4sucIRCAQCS2MXDY4gfxQKqF8/p0fnO3fAzy/ruEwm7eCOiTFscPSJi5N6Qrt3A+HSsXffha+/ljZsFobcPEOXdBYvXsyxY8cMJlhnzJhhQ4lsQ252LCgZiNteTKhcGS5fLnw5T59Cr17w2WeS1+jrSJ6g/ZtD166FL1+QO71792bo0KEl2rWNpexYUDyx6304giyUSskZplJpeLxaNbh/P8t/mUYj9W6M+al69gy6d5eWpX6st4jsZFxDdu2SNoNqnXU2aQKXHgZYQRNBSSY3OxaUDESDU0yIi4MWLaRPfXx9JZ9lERHS923boGrVnMNpz59LXp67d8+KV6NlUadw7tyR5nS0ngj++gsaVoi2giYll19//ZWRI0fy4Ycfsn//fluLYxNys2NByUAMqTkAK1dKK9Tmz5fCAmgdZo4ZI20W7dULli6Vc+oUJCfD9u1S+ltvwds2k7pk0atXL0aPHo2rqytXr17l66+/ZvDgwQZ5RIjpvBEhpk3DXjYwG0M0OA7ACy/AP6vADdCuNtNoYMoUNdOny3MsRdX3paZFuzk5MWeSwExq1aql24fTpEkTevbsydmzZw3yiBDT9oGtN/5aCnvUw+EaHK1bELVaXWi3IPbkhkJKkv2Tr+B16H/mlcfUsgpLQcuxp3tRmPK1n8beDEtCiGnt3I2Pjwgxbet7YS4ixLQe2rfE4cOHW8wtiD24oShbFr7/XkbZsppcA5zlR156mHqdLOVmxdxy7OFemENUVBTNmzfH1dWVv//+m//+97+88847HD16VJenJISY9vGBDRvAxyfnBub8ECGmC4atNzAbw+EaHK1bkKioqEK7BbEnNxRly8LIkebVYYoepjrgK4ijPkuWY0/3whz27t3LihUrUKvV+Pj4MHToUBo2bGjQ4JQEPDwMw5oLShYO1+BYwy2IPbihSEiQXNh8+630lmhuXbnVYap+lnSzYu55tr4X5vDll1+KENNYxo4FxReHa3AcldRUacnzokW2lcPSngS05ekHdjPGjdHSiq5a32+2aP2CosVe7FhgG8Q+HIFAIBAUCaLBEQgEAkGRIIbUiglOTpIbGycnW0sisDaOHPFTLpfsWC4XET+thYj4WQiMedldtmxZoYNSFTeqVJF8pDkq+nND+c3nODqOHPGzYkW4cUP63xrL+wuLiPhpOsU24md+9OnTh5Hmrgl2EDIy4NYtqFEDnJ1tLY3AmjhyxM/C2LGI+GkaIuKnoNDcvy+5sLl927gnaIHj4MgRP+PioF69wtmxiPiZf9ki4mch2LdvH/v27cPb25tevXrxyiuv2FokgUAgEBQQu29wevXqRVBQEB4eHly6dImvvvoKDw8P2rVrZ5Avu6fd5ORkoHAeU+3Js6u1vexae8y6IPXll2bre2EuRWFPAoE9Y/cNTq1atXT/a73sRkVF5WhwsnvaHTRImoQuLp52i9LLbsrUj3Mc05E2EBQAACAASURBVL9OxtItTV73Ja+0Bw8e5DimL6/7/MLvKDTFy25GRgaRkZFcuXKF58+f4+Xlxeuvv07r1q2N5h83bhwuLi66hqZ27dq8//77hZZVIChO2H2Dkx2ZTGZ0qV92T7sHDhwACudp1548u3p4wLJlaurW9aFMmYLVkV2Pm0by6F8nY+mWRltffrJo0earWLFijnuhX0Zh7ndBvOympaVRpUoVhg8fTsWKFfn777+ZO3cudevWpV69ekbPCQsLo1KlSmZ52XUUypeX3NoUYGFTkRF+c4j0z034oHbJXilpLey+wfntt99o3rw5pUqV4sqVK/z3v/9l7NixOfJZw9OuPXl2LVsWxo83r2xT9LDWqpzcyKu+/NLyuheW0MMUL7vu7u4M0/NC2ahRI+rXr8/Vq1dp0KBBnuUWhT3ZK2XKwLhxtpZCYCvsvsHZvXs3y5YtQ61W4+3tzbBhw+jUqZOtxSpyHj6EyZMhLAwqVLC1NILspKWlcf36dXr16pVrnpCQENRqNbVr12b06NEW87xdnBB2XLKxe4v/8ssvbS2CXZCcDOvWwezZ4kG1N9RqNYsXL6ZOnTo0a9bMaJ758+dTt25d0tLS2LVrFzNmzGD69OkGeUpCiOlnz2DdOjmzZqkLPKxWlIsuivPCEXte/GL3DY7APPR37tujh2VLe53Oq3xrei7QaDQsX76cR48eERoamusD2KhRI12kz2HDhnHkyBFu3jScwRIhpu2H4nTNc0OEmBYIHAiNRsOKFSu4desWc+bMwc3NzeRzjS1+ESGm88bqeui1/4W95rlhT/fCXESI6RKAXC6t7CniuX1BHqxcuZKrV68yd+5c3N3dc80XExNDRkYG1atXJz09na1bt6JUKqlZsya///67Ll9JCDGtUEh2rFDYb4hpsN4iGnu6F+YiQkyXAKpWhUePbC2FQEt8fDy//PILzs7OBAUF6Y4PGDCAgQMHMnDgQGbOnEnDhg1JSkri22+/JTExERcXF2rXrk1oaCiurq421MA2CDsu2YgGp5iQmQnx8eDrK70lmoM2aqa9Y+r8jrXngfLC19eX//znP7mm//jjj7r/mzRpwrfffitCTGMZO9by7+tZ91/smykeiAGaYkJsrBSioAT+RgkcCGHHJRuH6+Fog1ep1epCB6+yp2BJUpLsn3wFr8MSeeyB/OQ0lm6qbvYcuEogcAQczuK1S0uHDx9useBV9hAsSVLDmczMzAIHrjJFfksF+bI2+eliTI+C6GavgasEAkfA4RocbfCqqKioQgevsqdgSdqXYYVCUeCxbycnp3x/qIvL23Z+98KYHqbqZi+Bqxw5xLQleuqF6cUWtC5LY0/3ojDl6386VIjpgmJK8KqCbgos6mBJWvn0ZStfHhYuhEdTgshwSTVIz2/y3BTZi4tvr5tBQ/JMN6aHqbpZMnBVXjaWX+AqRw4xXbo0fPmlnNKl1RYNMW3pHrq1e/z2cC8Ki8OGmBaApyd88glcH5Vqa1EEVsaRQ0x7ecFnn4E565Xy0sPSPXRr9fjt6V6YiwgxXQJ49AhmzIBR6R6Uc022tTgCK+LIIaYXnH6HPUsGsnPJa3h5mVeXLoyAHktvSEv+TV0end+S6uzl6ec3Rl759MvXlptbuiWw5xDTYll0MeH5c1i2DFIyStlaFIHAbNJTSnE84jWeP7e1JAJbUCx6OM+fP2fZsmWcPXsWNzc33nzzTfr06WNrsQSCAvH8+XPCw8M5d+4c7u7udOvWzdYiCQRFilkNTs2aNdmxYwdNmzbNkXbx4kV69+6dwxNuYVi5ciUZGRl8//33xMfHM336dKpWrUqLFi0sVoepFJUXYktSXDwMFCXGFmZoFyRoLdfS93fVqlVkZmby/fffk5CQwLRp0/D19bVoHQKBPWPWkFp0dDTp6elG01JSUrhz506hhNInLS2NqKgohg8fjru7OwEBAbz66qvs37/fYnUUF5ydbS2BwFy0djxkyBCdHbdv356HDx/aWrQix8m5eOz5ElgekxuctLQ0Hj16pHtAnj59yqNHjwz+YmNj2blzJ5UrV7aYgPfu3UOj0VC9enXdsRo1ahATE2OxOooD/v6Sa/fKpUveD5QjoLVjf39/3bFq1aqRmlqyVh16VX7IosvD0LsMghKEyUNqX331FbNnzwak1QmvvfZarnlnzZpVaMG0pKWl5XD97uHhUeIeVLVaWjig1siQy4qHGxpBFsbs2M3Nzar7JOwRtVqGMrkUarUItVESMbnB6du3LwEBAWg0GoKCgggJCaFWrVoGeVxcXKhfvz4vvviixQQsVapUjsYlJSUlR7Cr7OF5k5OlpcP5PdB5pecXStUSPxZ5hYPVPxYTAzVqyDna30vXy7Hkj5Wj/PDldx0tlVZQmVxdXUlNTTWwp9TUVIN9EiUhxHRSnBehnZcx8Ja6wL0crR6myFEQLGEDhSnD0s+ePYeYlmnM8H2wbt06evbsibe3d0FPLTBpaWkMGTKExYsX64YjIiIiuHv3Ll988YUu36xZswzC8w4aNIiwsDCry1dU3LvnROvWFTl16gFVqthvaF6BcdLT05k8eTJTp07VDTnv2rWLEydO8OWXX1K5cuUcNvzxxx8zefJkW4lsFYQdOyarVq1i7Nix+U6nmLVKbeTIkWYJZQ6lSpWiffv2bNiwgY8++oiEhAR+/fVXPvzwQ4N82cPzHjhwAChcqFh7Cgdrz6F5rR3SFuzrXphLu3bt2LNnj86Oo6KiDLwIiBDTeSPs2DQcLsR0amoqc+bM4aeffuLu3btGV6xZ0ldQcHAw4eHhjBo1Cjc3N/r3759jSbSx8LyJiYmFqlehUFC+fHkePnxodd9K8fHxeaYnJDgBFUlISMDFpWDXtqj0yE+HwmBP98JcBgwYwObNmxk9ejSurq506NDB4GG1hg2DfV07Ycf2cy/MJbsOBbFRs4bUgoKC2LRpE4MHD6ZBgwa4uLjkyJO9B1KUJCUlsWzZMjIyMgpVzrNnzzhz5gwtWrSgTJkyFpKu6HEEPRxVB2dnZyZMmEC5cuUM8lrKhnOrtzjiCHo4qg652XF2zGpwfHx8mDlzJhMnTjRP4iIgKSmJlJSUQpVx4cIFunfvzt69e2ncuLGFJCt6HEEPR9XB3d0914fUEjacW73FEUfQw1F1yMuO9TFrSM3JyYm6deuac2qRUa5cOZMuQF7IZDJmzpxJkyZNdEMdxRFH0KMk6mAJGzanXnvFEfQo6TqY1cMJDQ3l+vXrbNiwoaCnCgQCgaCEYlYPx93dnePHj9OuXTtefvnlHG9hMpmMjz76yCICCgQCgcAxMKuHk99SO5lMZvWIdgKBQCAoXpjV4BQHLDXhKhBYk6JYNCAQWBurLhqwd5KSkggPD7f6OneBoLAoFAomTpxodFm0sGFBcSE3O86Rz5zCjx07lm+eTp06mVO0RUhJSSEzM5NmzZpRunRpm8khEOTF8+fPOXfuHCkpKTkeVGHDguJCXnacHbManMDAQGQyGfqjcdndNNjDHE7p0qUtsqxUILAVwoYFjoRZDc65c+dyHHv8+DH79u1j27ZtrFy5stCCCQQCgcCxMMuzW9OmTXP8BQYGsmDBAoYPH+7wDc6ZM2cYM2aM7vuECRM4f/68DSWyTxYvXsy6deuKrL5NmzaxcOHCIqtPkIW9PBMXLlxgxIgRRVbfgwcP6N27N0qtV1JBnlh80UC7du1K3EO/bNkym9Y/ZswY3nvvvRwOTQXWY/bs2Vy7dg2lUomXlxdvvvkmr776qq3Fshss8UyEh4dz6dIlYmNjGTduHK+//roFJCu+7N27l+3bt/P06VOcnZ1p0aIFY8eOzRHYz56xeIOzc+dOvLy8LF2sQGBXjBgxgipVquDs7ExMTAwhISEEBATYvcun4kSNGjXo2LGj8GjyDy+++CLt27enTJkypKSksHz5ctatW8d7771na9FMxqwGRxuzQx+lUsnVq1eJiYnh66+/LrRgRc22bdu4dOkSM2bMMDh28eJFJk+ezL///W/++usvfHx86Ny5s8G5pvQwDh48yJ49e2jatCl79+7F2dmZUaNGERgYCEBGRgabN2/m2LFjpKam0qxZM8aNG0fp0qU5ceIEK1eu5N///jeenp5cv36d6dOns3DhQjZv3kxCQgILFixALpfTq1cvhg8fzp9//smqVatITEykTZs2pKamEhAQwJAhQwA4e/YsERER3L9/n4oVK/Luu+/SsGFDAKZOnUr9+vW5fPky169fp06dOnz22Wds27aNgwcP4uHhwQcffGCS88GUlBTmz5/Pn3/+ia+vLx999BE1a9YEYMeOHfz8888kJyfj6enJ8OHD81zdeOHCBRYuXEjfvn3ZsWMHCoWCN99808AeMzIyCAsL49SpU3h7e/Pee+/RqFEjs/RKTk5m3bp1/PHHH7rrFxoaiqurKwEBAbo6tQtm7t+/71ANjjWfiYyMDEaMGMHs2bOpU6eO7tjIkSOZNWsWdevWpWfPngBs2bKlwLLv3r2brVu3olarefPNN+nXrx8A165dY+XKldy5cwdnZ2eaNWuWb5C7MWPG8Nprr3Hs2DESEhJo2rQp77//vsHqwSNHjhAZGYlSqeTVV19l2LBhyOVy3XPfuHFj9u3bh6urK+PHj8fJyYnVq1eTlJTEK6+8QlBQkK6sQ4cOsX37dhISEihbtizBwcG0aNEiR1wkmUymixBbXDBrDufp06c8e/bM4E8mk/Hyyy/zyy+/FMsohZ07d+b8+fM8efJEd+zo0aMEBgaycuVK1Go1a9euZerUqbrgbgXlxo0blC9fnvXr1zN27FiWL1+u29i3fv16bty4wTfffMPatWtRKBS6ubC2bdvSokULli5dSnp6OmFhYYwcOZKqVavy6aef4uPjw5QpU/jxxx8ZPnw4z549Y/78+QwcOJBNmzbRvHlz/vjjD50ct27dIiwsjDFjxrBx40aGDh3K/Pnzefr0qYHuEyZMICIiArVazaeffoq/vz8bNmygR48eJg+ZHDt2jL59+7Jp0yaaNGnCqlWrALh79y4bN25k9uzZbNmyha+++srgRzw3nj59yoMHD/juu++YNm0akZGR/Pnnn7r0U6dO0bx5czZt2kS/fv2YN28ez58/N0uvxYsXk5SUxOLFi9m4cSMjRoww8LIRFhbGgAEDmDBhAuXLl6dVq1YmXZPigjWfCWdnZ9q3b8+RI0d0x06fPk3ZsmUL3Wg/ffqUhIQE1qxZw/Tp04mIiCA2NhaQIlO2bt2azZs3s3btWpOH6Q4dOsS0adNYu3YtGRkZrF692iD9zJkzhIeHs3DhQo4fP87Bgwd1aTdu3MDHx4cNGzbQv39/lixZwsGDB/nmm2/417/+xb59+/j7778BOHnyJD/88AMTJkwgMjKSefPm4evrqyvrjz/+YNCgQQwaNIiTJ0/Sp0+fQl2rosasBufIkSMcPnzY4G/Pnj2sXr2a1157zdIyFgne3t7Ur1+f3377DYDbt2/z4MEDXnrpJaKiohg2bBju7u74+fnRo0cPs+qoUKECb7zxBk5OTrRr1w6ZTMa9e/fQaDTs3buXMWPGUK5cOVxdXRk6dChRUVG65eXvvvsud+7c4ZNPPqFatWp0794913r++OMPqlSpQufOnXFycqJz587UqFFDl753715eeeUVGjRogFwup1WrVtSoUYPTp0/r8nTt2pWqVavi6upKmzZtUCgUvPLKKzg5OdGpUydiY2NJTU3NV+eXXnqJBg0a4OTkRNeuXbl58yYgeRwHiImJIT09HS8vL10I8bzQaDSMGDECFxcXateuTdeuXQ32hdWoUYMuXbrg5OREt27d8PX1NWhsTdXr8ePH/O9//2PChAmULVsWJycnGjRogLOzs66syZMns2XLFubOnUubNm2MxoUqzlj7mQgMDOT48eM6Gz969GiOnpI5yOVyhg0bhrOzM3Xr1qVKlSrcunULkDYoxsfH8+jRI1xcXGjQoIFJZfbs2ZNKlSrh7u7O8OHDOX78OGq1Wpc+ePBg3bXo1auXgU1WqFCBHj166J7Fp0+f0qtXLzw8PKhUqRIvvPACN27cAGDPnj28+eab1K9fH5lMho+PD9WqVdOV1apVKyIjI/nuu+/o3bt3oaPBFjWFjj+amprK/fv3TfrxsXcCAwM5evQoIDWq2qGozMxMg1DA+m8cBSH7fgpXV1fS0tJ48uQJ6enpfPbZZwwePJjBgwfzwQcfIJPJSEpKAqRQ24GBgdy+fZs333wzz3oePXqEt7e3wTH97/Hx8ezevVtX1+DBg7l69SqPHj3S5SlfvryBnNm/A6SlpeWrc/bztOf4+fkxadIkfv75Z93Qyt27d/Mtz93dHQ8PD913Hx8fHj58aPBdH19fX7P0SkhIwMPDg7Jly+Ypj5OTE02aNCEhIYE9e/bkK39xw5rPRMOGDXFxceGvv/4iOTmZ06dP64aYC0Pp0qUNXgz07e6DDz4gPT2djz76iAkTJrB//36TytR/fnx8fMjMzDTo+WW/Fvo2qf/ca20st+ciMTHRJJf/Pj4+NG/evNgt0DJ70cDu3bsJDQ3l3LlzaDQaZDIZzZo1IzQ01OwegK1p3749K1euJDY2lmPHjjFx4kQ8PT1RKBS6HyCQ4s1bEk9PT1xcXFi8eDEVK1Y0mufu3bvs2rWLbt26sXr1ar7++msUCuO3z8vLK0fY18TERN2QlY+PD/369dPN59iKDh060KFDB9LT01m3bh3h4eF8+eWXeZ6TkpJCSkqKbmVOYmIiFSpU0KVnvzcJCQm0a9euwLL5+PiQnJzM06dP8fT0zDe/SqUqUGz34oI1nwmZTEanTp04cuQICQkJ1KxZ0+pv7H5+fkyePBmNRsPFixeZOXMmDRs2pHLlynmep/88JSQkoFAoKFu2rE7v7NdC3yYLgre3t8nzMsXR5szq4ezcuZM+ffrg4uLCokWL2LRpE2FhYbi6utK7d2927dplaTmLBHd3d1q1asWKFStQqVQ0adIEJycn2rZty6ZNm0hJSSEuLo5ffvnFovXK5XK6d+/Od999p3sbT0pK4uTJk0DWRHj//v15//33KVWqFBs3btSdX65cOQPDa9myJffu3dMNVxw7dkw3pADw2muv8euvv3L58mXUajXp6en89ddfBYpNXlju3r3L+fPnUSqVKBQKSpUqla8XcpB+pNavX09GRgY3btzg0KFDBgsNbt26xdGjR1GpVBw+fJi4uDhatmxZYPnKly9P69atWb58OU+fPkWlUvH333+TkZHB/fv3+d///kd6ejoqlYo//viDqKgomjZtWuB67B1rPxOBgYGcPHmS/fv35+jdZGRkoFQqUavVqFQqlEploT2YHDp0iKSkJGQyma6BMMXufvnlF+Li4khJSWHjxo106NDB4LzIyEjdtfj555/p2LGjWfK99tpr7Ny5kytXrqDRaEhMTNT1/Pfv36/7fYiLiyMiIqLY2ZxZPZzQ0FAGDx5MRESEwfEPP/yQYcOGMWvWrGI3maUlMDCQefPm0adPH908Q3BwMEuXLiUoKAgfHx+6devG3r17LVrvyJEj2bp1K1988QVPnjyhbNmydOzYkTZt2rBx40bc3Nzo168fcrmcjz76iEmTJtGiRQsaNWrEgAEDWL16NREREfTs2ZNhw4YxZcoUVq1aRXh4OG3atKF58+a6YYZatWrx4Ycf8v3333P37l0UCgV16tQp0uWVGRkZREREcOfOHeRyOTVr1mT8+PH5nufp6Ymvry9BQUE4OTkxcOBAg4eudevWnD59muXLl+Pt7c2UKVPMjh0/adIk1q5dy/vvv49SqSQgIIBZs2ah0WjYtm0bixYtQiaT4evrS3BwMK1btzarHnvHms+Ev78/fn5+3Lhxg+nTpxukzZw5k4sXLwJw+fJlVq1axYcffki3bt3M1uX8+fN8//33pKenU758ecaNG2dSr6pLly7MmzePhIQEmjRpwrvvvmuQ3rx5cyZOnIhSqeSVV17h5ZdfNku+du3a8fz5c5YuXUpiYiLlypUjODiYqlWrcu3aNSIiIkhJSaFMmTK0bNmySDe5WgKzwhO4ubmxa9cuoxvd9u3bR9++fW06pxMbG8uqVavo2LFjkfihCgoK4sMPP7Trt40PPviAN998ky5duthaFLPRLotev369rUWxCElJSRw/fpyxY8fmGNIpahu2NMXhmTAVsbE6b/Ky4+yYNaTm5eXF1atXjaZdvXq1RG38fPz4MU+ePMl17sVWnD17lmfPnpGZmcmePXuIi4ujefPmthZLUAKw12dCYHvMGlJ7++23mTp1Km5ubgwYMIBy5crx5MkTtm7dSkhISI7upqNy6dIl5s6dq1syOWvWLC5fvpwjX2BgoEnDRZbk2rVrhIWFkZGRgZ+fH1OmTMl3xZU5DBw40Ojx8ePHm7XiaPny5QZ7M7Q0aNCA/v37F7g8QdFSFM9EXjYya9asApd36dIlQkNDjabZ2m2Vo2HWkFp6ejpDhgxhx44dyGQynJ2dycjIQKPR0K9fPzZu3Khb/mcLivtwhKBk4MhDaoKSQ0GG1Mzq4bi6urJt2zYuXLjA8ePHefz4MV5eXnTo0MEkdycCgUAgKHmY3OBcu3aNQYMGMWfOHN0+m8aNGxs0MHv27GHUqFFs3bpV5y/Llui7NBEIrMmff/7J5cuXefjwIbVq1TJwmZKYmMjBgwdJTEzE09OTwMBAqlWrZpJ9ChsW2DsFsVGTG5ywsDBKly6d56bO119/na+//ppvvvmG5cuXmyyEpdHGgTcWKE4gsAaPHz+mdOnSaDQaEhISOH78OCC54rl06RLe3t40atSIpKQkdu7cScOGDXXL1LX2qk9JteGkpHKsWDGOL77I2gAcHR3A3r3dGTduBQDx8b5s2jSESZMWG81/7FhH7tzxZ+DAH3F2ziAjw5nHj8vh7f2QpKRyeHlJe1kOHHgZlcqJ117bx+LFkxg0KJJKlaT9bKtWjeXVV38lICCaNWvG0KzZWVq0OMujR16sWTOG4OCVlC37hNDQWXz++Zc4O2fw739/QN++O6hRI5qbN2uyYcMIRo78gYCA6KK7gDbEmB1nx+QG59dff2XmzJn55gsKCjJr4s5S3L9/n7///htXV1e6dOli9h4MkDaEeXh4kJycbOA3yRY8eCBj6NBybNyYRMWKBZt2syc9zKW46HDgwAESEhJ46623AGlk4Nq1a0yYMAGFQoGHhwcLFy6kRo0aNGrUiL179xr1GKE91qVLFwM3KObg5OREmTJlePbsmc1Dv8fHyxk+3IsNGx7h65vzPt6758zatc46784Af/zhwcmTZXnrrbcoU6YMZ88q2bXLnX79+hnN37s3rFzpyY8/fsw/jrwZPTqBV155QnBwDZ48UaBQaChfPpPZs+9SsWI/Vq92p2vXrtSrJ7mY2bq1HB07dqRVq+a0bPmcuXO7sHnzK8hkMH/+A7p2lfYChYbCG2+8gaenmjp1Epg//21+/x0aNkzlhRdSdWX8+KMXCQnOfPBBot3cC3PJbk+PHz/m8OHDuXo+0cfkBufevXvUqlUr33w1atTg3r17phZrcVauXEloaCghISEOtW6+VCmIi3OmenUfTPBxKbAR586dIy0tTefx+OrVq9SoUYN69erp8tSvX5+0tDRatGiR72bJOnXq5DsRmx8ajYbMzEyqVaumC6VgadRqNXFxcVSqVCnPnfsxMRAXB3XrVjZqx02agOS0vInBsXfeAY2mAZmZmfTpo6BvXxnQxGh+gJxBh6XKzpzJfrw+APfugVpdW6fDpUtyoJau/jfe0D8nQPeftOSqkS5f1j5Mt38+s8qQ8vvazb0wl+z2FBsby+HDh0061+QGp3Tp0ib5S0pMTDRwrljUBAcH07ZtW86fP8/jx49zOHMsCBqNBpVKhZOTk1WN4+HDh1SoUCFP49C+PCgUCkx4kTDA2nqYqkNhsKd7kRdyuRyZTKZ721MqlZQuXRqFQqHTQfssPX782ODc+/fv6/xoJSQk6Bw6FrZHp9FoUKvVqNVqq147/c/c8wHI/5GnYHVYWw9TdSgM9nQvzKUwOpj809WyZUu2bNmSr6fiyMhIs3xXWQo/Pz80Gg0nTpwgMzPTIjdVJpNZzThkMplOzrzq0CZJ+cyvyxp6DP37Hz9t8U+JbFTb4uXrYw/3wpRytOe7ubmRkpJiUF5KSgpubm45xry1vXMtH3/8MUCxctAYHx+fZ3pCghNQkYSEBFxc7HNIKT8digv2qIfJDc6ECRPo27cv9evXJyQkROdTSYtarWbu3Lls3bqVnTt3WlzQkk7FinDypPQpKD74+/uzbds2g7fBW7duGY1sGhwcrItempCQoBumKKwHZe0QiEKhsOpbdXx8PL6+vnn2DsuXh99/V9OokQ/Zt+pduwajR8tITISyZWHtWg3/BKHV6bF/v4rp051JTpZewnr0gAULNGSvcvRoGevXy3j4UI2p25hM1aEw2NO9MJfsOhTkhcjkBqd379589tlnhIaGsnLlSrp164a/vz8ymYyYmBgOHjxIXFwcn376Kb169TJLEUHuuLrCSy/ZWgpBbqhUKlQqlW6oQalUIpfLady4MS4uLmzfvp3evXtz4sQJbt++Tfv27XXRXrX4+fnpYqHExsZy4sQJwDRvxnmh0WiQy+W64T5roq0nN9zcoG1b42nvvQdjx8KoUfDTTxAUJEMvdh4ajQYvLzWRkVCrloy0NHj5ZYiIkDFqVFa+7dtBGwtPkseyOhQGe7oX5lIYHQo0G/Dll1/SqVMnwsLC+Omnn0hPTwek4GDt27dnzZo1JodsFRSM+/fh9ddhzx4wIT6ToIjZsmULkZGRuu9RUVF07dqVSZMmERISQnh4OJGRkfj4+PDFF19Qrly5HA1OSSA3O46Ph9On4ddfpe/9+8PEiXD9OtTWG6Vt1ixrPrNUKXjxRYiOzkp/3m11CAAAIABJREFU8ADmz4fDh2HNGqurIyggBfY00KNHD3r06IFKpdJFtatQoUKOITZT2b17N4cOHSI6Opq2bdvy6aef6tLGjBlDUlKSrpX28fEpsb6NMjLgzz+lT4H9MWTIkFwD2gUEBPDNN98YDEWUVHKz4zt3pAZIe2lkMvD3l1a11c5lWjAuTuoJ7d6ddezdd+Hrr6EQuyEEVsRsy3dycjI71LI+Xl5eDBw4kPPnz/Ps2bMc6VOmTHGo5c0CgaDwPH0KvXrBZ5+Bdo3SmjVSI9W1q21lE+SOdQYqC0C7du1o06aNSWF8BQKBY1KtmjTcpl24p9FIvRtje3WePYPu3aFPH/hnIR8gDaPt2gUBAdIfSPtfSpizBrvG7vv2ixcvRqPR4O/vz7Bhw2jQoIGtRbIJrq7QpQs5VvYIBMWJ3OzY1xeaN4eICGnRwLZtULVqzuG058+lTZjdu0NIiGGaXtR1QBqW++svTF6lJrA+dt3gfPzxxzrvBgcPHiQ0NJSlS5caHcqzxqY5e9qk5eMDBw5ozylYHUWhhxZ73GxmKvayYe7+/ftcuHABNzc33YbRwtar/2kNNBqNTta86vH1hYMHtecYpq1YAaNHS5P+np6wdq2UZ8wYyV1Nr14ali6Vc+oUJCdr2L5dOm/AAJg2zVhtsn/ksawOhcGe7kVhytf/LMicpF03OPq9mR49enD8+HHOnDljdCVccd80l98mrdRU+P13V9q1S8fNLc+sNqW4XO+8sPWGOX33TOXLlzfJKaIpWNt3V/ny5XUNam6kpsKRIzICAzU57LhWLTh2zPBYZqbUEAGoVDBlCkyZkrN8Y5dIqcw9rTA6WAJ7uBeFRatDQXz92XWDkx25XJ5ri22NTXP2tEkrJgZGjJBz65aagqpkdT0e3dT9W9hNirlhT/fCXEzdMGdJ90zaeu3FLdDjx9Cnj4zoaE2BV5IJF02mYW09sutgisszLTZvcHLbMPf48WPi4+N1ThAPHTrEtWvXmDhxotFyrLFpzp42aWmTzNnIVtR6WAN7uhfmYqoO1nDPBPbhFsieXTRZyrWRqXXZ+l5Yoh5tXaZi8wYntw1z/fr1Y9WqVdy/fx+FQkG1atWYPn26rlERCAQCQfHC5g1OXhvmlixZUsTSCAQCgcBa2LzBEZiGry/s3y99CmzPwIEDDb4rlUpatmxJSPa1uv/Qu3dvXF1ddUMcDRo0YOzYsVaX094QdlyyEQ1OMaFUKclRocA++PHHH3X/q1Qq3nnnHdq3b5/nOYsWLaJSpUq6RQOxsbHWFtPuEHZcsrG5pwGBaTx4AB06SJ8C++Ls2bOkpaXRrl07W4ti9wg7LtmIHk4xIT0doqKkT4F9cfDgQTp27IhrPm4gQkJCUKvV1K5dm9GjR5dIJ57Cjks2Jc/iBQYMungdwOqROh2Vp0+fcurUKRYsWJBnvvnz51O3bl3S0tLYtWsXM2bMYPr06QZ5RIjpvBEhpk3DXjxmGMPhGhxLugWxJzcUUlLBXHXo16H/mVeewlLSXIIcOXIEPz8/6tatm+c5DRs2RKPR4ObmxtChQzly5Ai3b982yFPcvWWACDFtT9ijHg7X4FjDLYg9uKGQy6FlSyfkclWBXHXok5celnKfYqlycsMe7oU+Bw4coEuXLgXSW6VSIZPJ8PDwMDheEkJMA7RqpaFKFR+785ghQkybRpGEmC4uWNItiD25oahaFU6dguy3rFkz6VOphKtXoXFj6fsLL8C4cfDRR3D2bP56mDufUKMGvPCNC+XrKQtUjlwu49EjjVFPvq1awcKFEBiYdcye7oWWGzducOfOHbp165an3jExMWRkZFC9enXS09PZtWsXSqWSihUrGuQrCSGmK1fW2nHB5SgqPUSI6bwpshDTxQFruAWxBzcUaWnSg9q6tbS0VMv589JndLQUblf7HeDIEW0dWXXlVodKJcMSc9gFuU55uTeRyTCaZg/3QsvBgwdp2bKlUeeFAwcOZObMmTRs2JAnT57w7bffkpiYiIuLC7Vr1yY0NBQXFxdrqGHX5GbHgpKBwzU4jkp8PHTuDLdvGw9KlRuZmTB+PERFKVCpYN06KUKitoHy61eBuJNuhI+FCRNg+nQ4dEjqMdWtCytXQvnyUjTFRYvAxUXy2rtmDbz0klTH3QOlOTPHnbSHTswdlxWn5Pp1qZcVHy8NCc6aBX375pTx998lGTMzpd6NlUflLEZwcHCuafr7dJo0acK3336bYyiiJO7DMdeOBY6B2Ifj4Fy5AiNHwpkzmUycaBg35MkT8Kyt5LUf7zJpkjSM5eEhvYGePy8Nz2kbj8mTpTgm58/D2bPQsGFWORnP5Ly88S6vbL7DwoVw7550fOhQeOstKQjW1q3wzjvSD40+SiW8/TZ88w1cvAiDB0sx77WsWAEzZljn2ggEgqJF9HAcnNq1pZ5IZia0bQthYVlpzs4Q8MYz3fedO6VGaNs26btSmRWqt1s3GD5ciiP/+utS70eLfw+pDNfyamrWhFu3pABaZ89Key4A6tSRNvwdPw7Vq2ede+UKKBRZu89ffRVq1sxKHzdO+rTi4jSBQFBE2EWDs3v3bg4dOkR0dDRt27bl008/1aXdvn2bpUuXEh0dTcWKFRk7dixNmza1obTFC/1xcicnw+Eqd3eQ6fVxNRpYulT60c/Otm1w5ow0L9SjB8ydC4MG/VOua1ZrkL0OfUyderHyXKpAILARdjGk5uXlxcCBA3k12y9dZmYmc+bMoXXr1mzevJlBgwaxYMECkpKSbCSp7fD2hh07pE9r0bcv/OtfkJIifU9JgUuXpAbkxg1p7ueTT6SQvqdOSZtGEzIyjJZVpowUo/7776Xv16/Db79Bp06G+erVk8r/ZwUwBw5IdZVkjO0lK+wfYJFy8vozRdYKFTRs3y592qMelrrexeFeWEqHYhdiWuuD6ubNmzx7ljXEc+HCBdLT0xkwYAByuZyOHTvy888/ExUVRc+ePW0lrk1wdzc+4W5JPv9ccjny0ktZvYzPP5eG5YKC4NEjafjLx0dqSD7Jp93fuFEaEgsPl8pbsybnRLGLC2zZIi0aUKmkRQP6HdgVKyA2FvT2Qzo8jhxi2sUF3nhD+t8a+8kKiwgxbToOF2I6JiaGgIAAg7XkNWvWzLFDuyQQHw8jRsD69cZduwcEQPaOX2CgNMn/zwsJjRpJq9P08w+6mJVfoYDZs6W/7GSPNQ9AEvTaZ3gvTp/O+r92banHYgyN3pxMu3aGy7n1KYlzOI4cYjo+XlrEsm5dwUMUWFsPEWLaNLLrUKxCTOdFampqjt3YHh4eRl02WMMPlUZjP36PUlJg3z45KSnW8UFlqTche/TfZCr24oPKkUNMp6fDvn3SpwgxbR/7yQpTT7ELMZ0Xbm5uJCcnGxxLTk7Gzc0tR97i7ofK1j6oLHWdrHW9P34kTSwt8nK3Svn62KMPKoHAEbDrBsff359t27ahVqt1XcNbt27RKfvMM9bxQ6XR2I/fI6XkOQYfn5w+qK5dg9GjZSQmQtmysHatxmCfjEajYf9+FdOnO5OcLL1Z9ugBCxZo4NFNIOs6jR4tY/16GQ8fqo26nTHgn3P1Kazfr/zqqlixos3vhTksWbKE48ePGwylzBAbjAQlDLtocFQqFSqVSjfcoFQqkcvlNG7cGBcXF7Zv306fPn343//+x+3bt41GVrSGHyqNxn78Hrm4QP364OIiJ3u2996DsWNh1Cj46ScICpLxxx9Z6RqNBi8vNZGRUKuWjLQ0ad9LRIQMWmbVv327VE+WPObpYU3s4V6Yg0wmo3fv3gwdOrREexpQKCQ7LoGhgATYSYOzZcsWIiMjdd+joqLo2rUrkyZNIiQkhPDwcCIjI/H19WXKlCmUy/fV2/GoXBkuX855PD5emqj/9Vfpe//+MHGitAy5tl6Im2bNsh7yUqUktzb/396ZR0V1pG38aaCBbvY9SBQVMUQWFSOfShSGuBPFBYxREsXEMSYeDZq4sAR0jBqjBgyImjmDogaXaMaJjktEHRXNyBg1YowoKktkF1G2sNX3R6evXHqhu+n1Ur9zOEDdulXve+/b/XZV163n0SMwCaesDFi3TrQ8+e9/16QnlO6MrDimdA/0IuHMmjULs2bNknqsd+/e2LRpk5Yt0j+amkRbv/j4vBiFAEBREeDq+iKZ8HiipceFheyE057SUtFI6Ngx4Lc/y+bPBzZuFD0/Q9EMp0+fxunTp+Ho6IhJkybBu/28ZzdBVhxTugd6kXAonVNaCgwZ0vVND589E21Ps3y56EFO5AL5h63xf72AkBC1mUvpwKRJkxAVFQUzMzPcvXsXGzduxNtvv61rs7SOuuKYYpjQhGPg9OwJlJSIHqIzMRE9r1JYKP3F/Pw5MH48EBYG/LmIDwBQflWAo7+IRjxi/PyAo0df6O1QuoaHhwezCMXPzw+hoaH4+eefWXWoxLR8NO0HlZhWjK74QBOOgePsLNpCZu9e0aKBw4dFYm0dp9Nqa0VPeI8f/2IHaDHDvyjDfp8Xc2k8nmiH5274VZnW4PF4zBYhYgx9aT+g++X96oAry+L10Q+acDjAjh2iZLNunWiXZvH+Ze+/D0yeLJpC+/prI1y9CtTVAUeOiI5HRAAI05XV3YtLly5h8ODBMDExwa+//orjx48jIiIC169fZ+p0B4lpecv7O0PTflCJacXo6EO3lpjmKg4OwJ49ot8deeUV4M9V4CzEq80IAVatakN8vJHE093tt7YRI/7gPTP3PlO230fGCgQlkNeeuvvSN44dO4bU1FS0trbCyckJkZGR8PPzYyWc7iAx7eQkimMnJ+WX3WvLDyoxLZ+u+MC5hCNtp11Vab8rqqbouLOrLIRCkaCZ6Bzl+2j/W14dVY+rs15X7OwKit4LVVi/fn2X9qDiChYWQGSkrq2g6ArOJRxN7LSrDzu7VlQAixYZIyWlFaru5SjPj86uk6LXUR315B3Th3vRVVTZZZcrVFSIHlROS4PKcUwxXDiXcNS5064+7eza3Ax8/z0PX33FU/opbUX86EzTQlHNC3XUk3dMH+6FqtARDtDQIFrYsmWLri2h6ALOJRxN7LSrDzu7ig+J6qnel6w+OvNPUf/VUa+zY7q+F+roR9lddikULqAXip8UCoWibjJm3kfGzPudV6RoDc6NcLiKsbHoIU9jY11bQtE06lz4AujX4hcjI1EcGxlpZvGLvPMUqaepRSMdbdGHe9GV9tv/NjiJaUrnuLmJdhCgcB8uS0y7uAD5+aK/tSUxrcz1oxLTisM5iWkASEpKwoULF1hZNDU1tcuyu4ZGczPw8CHQpw/A5+vaGoom4bLEdFfiWFU/FP0ETiWmFYOzEtNiwsLCMGfOHF2boVNKSkQPeOpq00Pxg5naeChTm33pI1yWmC4tBby8uhbHyvqhzEIWKjGtXD/KLn6hiwYoFAqFohUMYoRz6tQpnDp1itERGTNmjK5NonRzmpubsX37dty8eRPPnz+Ho6MjZsyYgaCgIKn1J0+eDDMzM+YT54ABA/DXv/5VmyZTKDpH7xPOpEmTMG/ePFhYWOD27dv44osvYGFhgREjRrDqaWJrd33aSlzT27orep06t1M97ciqow/3AhAlHDs7O6xZswYuLi64c+cO1q5dCycnJ3h5eUk9Z9OmTXjppZdU2vSQQuECep9wPDw8mL/FOiLZ2dkSCcfQt3bvbCvxpiYe1q8XoKmpAaWlnS91XPqknvl7i72w0/rtr1P7czsy69cHCrcjrz1xPXl9SWurrKxMbv/i9hTxWRaKbuse8qdiXVlZGezt7dGnTx/k5OTIlECvqqoCv5uv+LCzE21r0w139aHAABJOR6TpiACa2dpd37YSX74cAKwVa/jJi8Tg4uIi248/67Gu0xP5SUUeUq+3lPaYenL6kmaTi4uL/HshzR8F6cq27o2NjSguLkZ4eLjMvpOTk9HW1oZ+/fphzpw5MO2GGstWVsAHH+jaCoqu0PuEc+nSJfj7+8Pc3By//fYbjh8/LnXuWxNbu+vTVuJVVcCyZcDmzdIlChRpW54f6lo+qWg7itSTVkfRe9EVf5Td1r2trQ1bt26Fp6cn/P39pdq3bt069O/fH42NjTh69CgSExMRHx/PqtMdFD+rqoBPPuFh0yaidByr6oey07xU8VM+nFb8FOuItLW1wdHREZGRkRg1apSuzdI6dXXA7t3AmjXKJxyK5iCEYNu2bXjy5AlWr14t8wXo4+MDQgh4PB4iIyNx/vx5PHjAHt0Z+rQw0Pl05O+/GyMjwwWLFpWjuVk7ip/KXj99VMpUBX30Q+8TzoYNG3RtAoUiFUIItm/fjocPH+Jvf/sbBAKBwudKmxqmip/yUd4P5aZXqeKnYlDFT4re0F65Ux319JkdO3bg7t27WLt2LYRC2YsUCgsL0dzcDHd3d/zxxx84dOgQmpqa0LdvX1y+fJmp1x0UP8WHRPWUa1tVP5S9flTxUz5U8bMbYGQkWtmjodcBRUnKy8vx73//G3w+H/PmzWPKw8PDMWPGDMyYMQMJCQnw9vbG06dPkZaWhsrKSpiamqJfv35YvXo1zMzMdOiBbqBx3L2hCcdAePll4MkTXVtBEePs7Ix//etfMo8fPHiQ+dvPzw9paWkSUxGPHz/Whql6haHGcXuZg3f3d88tl9QB/ZxhILS0AI8fq77DLoWiD9A47t7QEY6B8Pgx4O6uu807dYG073nevp0vUaauTT7FD7V+27Xv6Cly6I5xTHkB5xKOOsWr9EksSXSI92c95fto/1teHUNEmu1dve/6JlxFoXABzkW8JsSr9EEsSeQGHy0tLUpPR4jtl+eHukS+dIE027vijz4KV1EoXIBzCUed4lX6JJYk/jBsYmICZT8YGxsbd+qHIX/almZ7V/zR5HJSRYSruCwxremRurzzFKmnmA/cmDXpSvvtf3driWlNiFfpg1jS0pJ8DFxmAzs7R3Ss1v67DmnfZ4i/m8j09pDZh6afCdAk0mzv7LseeSJvuhau4rLEtKUlsGGDESwt2wxWYporsyZdhZMS0xQRfEsCr7lPYW3tqGtTKBqGyxLT9vbiTWiVH0Hqi8R0V0bP+nQvVIXzEtMU4I8aI+Sm2ONJquhFS+EuXJaYfvIE+Owz0Z6AysRx++dg3smUPVKXZVvHdqQ9S9Pehz1vS46QxYiPKfo8TkfbxX3p+l6oox8qMc1RWuqNcH+/LWprdW0JhaI6tbVAaipoHHdTDGKEU1tbi9TUVPz8888QCASYOnUqwsLCdG0WhaIUtbW1SElJwfXr1yEUCvHGG2/o2iQKRasYRMLZsWMHmpubkZ6ejvLycsTHx+Pll1/GkCFDtG5LZ1/QGwJc2DizPYbiz86dO9HS0oL09HRUVFQgNjYWzs7OujaLQtEaej+l1tjYiOzsbLzzzjsQCoXo3bs3xo4dix9//FHXpmkdIxPDfTizuyOO41mzZjFxHBgYiKqqKl2bpnW6ucp2t0bvE87vv/8OQgjc3d2Zsj59+qCwsFCHVmkfC9cWRFzPp9uBGCjiOO7V7gb27NkTDQ0NOrRK+/TqJdLEoXHcPdH7KbXGxkYJrRELCwuJF6om5Hk7k1JVxxp3ReVgSRvQUs9DS0ub3K3d5bUjTxJWk+v19QVpPipa1lXq6+shFApZ8SQQCFh9dQeJ6bY20YIBS0vVJQrUITEtr0xZSWplEN8HfbgXqsJpiWlzc3OJ5FJfXy+hrqgted4t9i+Snzrb7kwO9pM/rBAw3AXXr5bBzY390Jg0m9qXiSkrK5N5rL0v0o5zAWk+SivThDRvXV0d6uvrWVNoDQ0NrOckuovEdECAC65KiWN5jN7yIibFcazoOe2vn7SyjpSXl7P6k4Wi90UV29UBlZhWATc3NwAi1UTxdMTDhw9ZUxOAZuR59UkOVrvSvMpBpXk7x9bWFjweD/X19ejTpw94PB6Ki4tZH5yoxLR8aBwrBpWY7gLm5uYIDAzEnj17EB0djYqKCpw+fRpLlixh1dOEPK8+ycHqQppXWag0r2yEQiFGjBiBzMxMLF26FJWVlcjOzmbtIkAlpuVD41g5qMS0iixYsAApKSmYO3cuBAIBpk+frtCS6MrKyi71a2JiAjs7O1RUVGh8N+XOPiWUlRkDcEFZWRlMTJTbh0lbfmhy6kef7oWqhIeHIzMzE3PnzoWZmRlef/31TvvqagwD+nXtaBzrz71QlY4+KBOjPGLIQigyePr0KVJTU9Hc3Nyldp4/f45r165hyJAhsLKyUpN13OuDCz5oow9p7fP5fHz00UewtbVl1VVXDMvqV91woQ8u+KCNPpSJ445wMuEAohdsfX19l9q4desWxo8fj5MnT8LX11dNlnGvDy74oI0+pLUvFAplvkjVEcOy+lU3XOiDCz5oow9l47g9BjGlpgq2trYKXQB58Hg8JCQkwM/Pj5lbVzfiYa+TkxN69OihkT407QcXfAA074eyPqgjhlXpVxW4EANc8AHQvzhmQSg65dq1awQAuXbtmq5NURku+EAId/zQBVy4dlzwgRD99sM4MTExUc0JkKIklpaWCA4O1ticrjbggg8Ad/zQBVy4dlzwAdBfPzj7HQ6FQqFQ9Au930uNQqFQKNyAJhwKhUKhaAXOrlLTJxQVkPvtt9+QmZmJ+/dF+i6vvPIK3n//fY2tmFEWVYTwsrKykJycjIULF2LChAlaslQ2yvjQ1NSE3bt348KFC2hqakKPHj3w+eefS2wm213gQhxzIYYBw41jmnC0gKICcnV1dRg9ejSWL18OU1NT7Nu3D2vXrsW2bdt0ZDkbZYXwnj17hu+++05i3ztdoowP27ZtQ2NjI7Zu3QobGxsUFBSA343FXLgQx1yIYcBw45hOqWkYZQTkhgwZgpEjR8LCwgJ8Ph9TpkxBcXExnj17pgPL2agihJeeno6wsDBYW1tr0VLZKONDcXExrly5gkWLFsHOzg5GRkbo06dPt004XIhjLsQwYNhxTBOOhumKgFxubi7s7Oz0ItiV9SM3NxdFRUUYO3astkzsFGV8uHfvHpydnXHgwAFERkbiww8/xOnTp7Vprl7BhTjmQgwDhh3HNOFoGEUF5DpSWlqKHTt24P3339ekeQqjjB/Nzc3Yvn07Fi5cqLFdd1VBGR8qKipQUFAAU1NTpKenIzo6Gunp6cjNzdWWuXoFF+KYCzEMGHYc69eV5CCKCsi1p6KiAvHx8Zg+fTpGjhypaRMVQhk/jhw5Ah8fH3h4eGjLPIVQxgczMzMYGRlh5syZ4PP58PT0RGBgIHJycrRlrl7BhTjmQgwDhh3HdNGAhlFUQE5MZWUl4uLiMG7cOEyZMkVrdnaGMn7cvHkTBQUFuHz5MgDRipoHDx4gLy9PQsdImyjjQ+/evbVpmt7DhTjmQgwDhh3HdISjYdoLyNXX16OgoACnT5/GmDFjJOpWVVUhNjYWwcHBCA8P14G1slHGj1WrViElJQXJyclITk5Gv379EBERgffee08Hlr9AGR98fHzw0ksv4dChQ2htbUV+fj6ys7MxdOhQHViue7gQx1yIYcCw45hubaMFamtrkZKSwqyZnzZtGrNmfsaMGUhISIC3tzcyMzORmZkJc3Nz1vmpqaksZUhdoagfHYmJicHIkSP14hkGZXwoLi5GSkoK8vPzYW9vj4iICIwePVqX5usULsQxF2IYMNw4pgmHQqFQKFqBTqlRKBQKRSvQhEOhUCgUrUATDoVCoVC0Ak04FAqFQtEKNOFQKBQKRSvQhEOhUCgUrUATDoVCoVC0Ak04FAqFQtEKNOFwlBMnTmDixIlwcnICn8+Hi4sLQkNDkZmZiba2Nl2bp3Y+/vjjTveN2rVrF3g8HiorK5U6po/07t0bixYt0rUZGDRoEObOncv8P3fuXPj4+Ch8/o0bN5CYmIj6+noNWEfRN2jC4SAxMTGYOHEizM3NkZKSgqysLKSkpMDW1haRkZFyBacohsH333+PTz75RNdmSBAfH49vv/1W4fo3btzA6tWracLpJtDdojnG8ePHsX79eiQkJCAxMZF1LCIiAkuWLJGr9tfa2oq2trZuq2xpKAwePFjXJkhFH7fzp+gPdITDMbZs2QJXV1fExcVJPR4QEMB6swoODsabb76J3bt345VXXoGZmRlu3rwJALh16xbGjRsHCwsL2NjYIDw8nKUq+OjRI/B4PHz33XesPjpOb4mnq3766SeEhIQwsrj/+Mc/JOy7cuUKQkJCmD5nzZqF8vJyVp3Hjx9j8uTJEAqFcHNzw8aNG5W+ToqwefNmDB06FDY2NnB2dsabb76JvLw8Vh3xFNKZM2fg5+cHgUCAoKAgPHr0CE+ePMGMGTNgbW0NDw8PHDhwgHWu+NpnZmbC09MTQqEQkyZNQnV1NQoKCjBu3DhYWlrC29sb58+fZ53bcUpNbMf58+cxePBgWFhYICAgANeuXWOdV1NTg8jISFhZWcHZ2RkxMTHYvHkzeDxep9fj8uXLGDJkCMzNzeHj44MTJ05I1Ok4pfb06VPMnz8fbm5uMDc3R8+ePTFz5kwAoriIiooCADg5OYHH4zFxU1JSgnnz5qFv374QCATw9PRETEwM/vjjD1Z/PB4PGzduRGJiIlxcXODo6IioqCjU1dWx6v3+++9499134eLiAoFAAC8vLyQnJ7Pq7Nq1C35+fjA3N4ebmxtiY2PR2tra6XWhKA4d4XCIlpYWZGdnIzw8HCYmit/a//3vf3j06BHWrFkDOzs79OzZE0VFRRg1ahQ8PDywd+9eNDY2IjY2FkFBQfjll19gZWWltH0zZ87EggULsGLFCuzfvx/vvfceevTogfHjxwMQJZvg4GBMnDgRBw4cQF1dHeLi4hAWFoYrV64w7YSFhaG4uBhpaWmwtbXFhg0bUFRUpLDPra2taGlpYZVJ+16ruLgYixYtgru7O549e4bt27djxIgRyMvLg729PVPOOtJQAAAKrElEQVSvtLQUy5YtQ2xsLPh8PhYvXozZs2dDKBRi1KhRmD9/Pr755htERkZi2LBhLGng69evo7KyEps2bUJNTQ0WL16M+fPno6CgAO+++y6WLVuG9evXY9q0aSgsLISlpaVMv0pLS7F48WKsXLkSNjY2WLVqFaZOnYr8/HxmxBoVFYWzZ89i48aNcHd3xzfffCORlGS1PW7cOPj6+uLgwYOorq7GwoULUVdXh0GDBsk8b+nSpThx4gQ2bNiA3r17o6SkhElUoaGhiIuLw9q1a3Hy5EnY2NjAzMwMgEhPx97eHlu2bIGdnR3y8vKQmJiIkpISpKens/pISUnByJEjsXv3buTl5eHTTz+Fi4sLNmzYAEAklzB8+HAAwOeff46+ffvi3r17yM/PZ9rYsmULli9fjujoaGzevBl37txhEo64HYoaIBTOUFpaSgCQlStXssrb2tpIc3Mz89Pa2socCwoKInw+nxQWFrLOiY6OJhYWFqSqqoopu3PnDuHxeGTr1q2EEEIePnxIAJBDhw6xzl2yZAlxd3dn/k9PTycASHx8PKveqFGjyLBhw1j/jxgxgrS1tTFlt2/fJjwejxw/fpwQQsiJEycIAJKVlcXUefr0KbGysmL1KQ2xHfJ+KioqpJ7b0tJC6uvriaWlJdmxYwdTPmfOHMLj8Uhubi5T9vXXXxMAZMWKFUxZdXU1MTY2JklJSUxZUFAQsbCwYPW5bNkyAoCkpaUxZbdu3SIAyD//+U+mzN3dnXz00Udy7Th37hwBQC5evMhcSwAkIyODqdPa2ko8PT1JZ28FK1asIFZWVuTp06dMWVZWFgFA5syZw7LD29ub+d/b25ssXbpUZrvieyLruotpbm4m+/btIyYmJqSuro4pB0ACAgJYdefMmUM8PDyY/2NiYoiZmRl5+PCh1LafPXtGLC0tyapVq1jlaWlpRCAQkMrKSrm2URSHTqlxkI7TI4cPHwafz2d+Fi9ezDru5+eHnj17ssouXryIkJAQ1id5Ly8vDBw4EJcuXVLJrqlTp7L+nz59Oq5du4bW1lbU19cjOzsbERERzAikpaUF/fv3R8+ePRlJ3P/+97+wsbFBSEgI046NjY1S+h5nzpxBTk4O6ychIUGi3k8//YQxY8bAwcEBJiYmEAqFqK2tlZhW69GjB0tDpX///gDAssnW1hbOzs4oKipinTto0CA4OjrKPVdc1vHcjnS0Y8CAAQBEIzUAzDWcPHkyU8fIyAiTJk2S2y4guu5/+ctfYGNjw5R1jA9p+Pv7Y9euXdi0aRNyc3M77UcMIQRJSUkYMGAABAIB+Hw+Zs+ejZaWFjx48IBVt6Pw2IABAxifASArKwshISEyVzFevnwZtbW1iIiIYOKupaUFo0ePRkNDg1J2U+RDEw6HcHBwgJmZGevFBgBvvPEG88bq6uoqcZ6Li4tEWXV1tdRyFxcXPHnyRCX7nJ2dJdpqbm5GZWUlqqur0draiujoaFZy5PP5KCwsZN5sS0pKpIp4SbNVFgMHDsRrr73G+un4ZlRYWIixY8eitbUVO3bsQHZ2NnJycuDs7IzGxkZWXVtbW9b/pqamMstVOVdc1vHcjshqS3xeSUkJ+Hw+K2kAkvdFGiUlJVLrdXbu119/jXfeeQebN2+Gr68vevXqhbS0tE77S0pKwrJlyxAWFoajR4/i6tWrSE1NZfkjRprf7b/rqaqqQo8ePWT2JV4K7+/vz4o7T09PAJ0neori0O9wOISJiQkCAwORlZWF1tZWGBsbAwDs7Ozw2muvAXjxJtQeaV8Y29vbS3xZDwBlZWXMJ26xomNTUxOrTnV1tVT7ysvLGT12cVt8Ph+Ojo5obGwEj8dDTEwMpkyZInGueBTg6uqKiooKqXapk5MnT6K2thZHjhxh3tBaWlpUTrb6gKurK5qbm1FTU8NKOtLus7RzpdXr7FwbGxskJSUhKSkJt27dQnJyMj788EP4+Phg5MiRMs87dOgQJk+ejPXr1zNlv/76a6d2SsPBwQGPHz+WeVw8Sjty5IjESB8A+vTpo1K/FEnoCIdjLF26FI8fP8a6deu61M7rr7+OrKwsVvK4e/cufvnlF7z++usARJ9u+Xw+7ty5w9RpamrCf/7zH6ltfv/996z/Dx8+jCFDhsDY2BgWFhYYPnw47ty5IzH6aD8CCQgIQE1NDc6ePcu0U1NTgzNnznTJ3440NDSAx+OxlocfPHhQYrGBISH+0HH06FGmrK2tDT/88EOn5wYEBODcuXOoqalhys6ePatUAvb19cVXX30FAEzMyBq9NTQ0SHw42rdvn8J9tWf06NE4e/Ysa4Vle4YPHw6hUIji4mKpsefg4KBSvxRJ6AiHY4SGhmLlypX47LPPcOPGDbz11ltwdXVFTU0NLl68iNLSUoVWmEVHRyM9PR1jx45FbGwsGhsbERcXh169ejFPlhsZGWHatGlISUlBv3794OjoiJSUFBBCpI6aMjIyIBAI4O/vj/379+PChQs4fvw4c/zLL79ESEgI3nrrLcycORN2dnYoLi7Gjz/+iKioKAQHB2P8+PHw9/fH7Nmz8cUXX8DW1hbr16+HtbW12q4hAOY7oqioKCxYsAC3b9/G5s2bJaZvDAlvb29MnToVixcvRn19Pdzd3bFz504mucrj448/RmpqKiZMmICVK1eiuroaCQkJnb4ZBwYGYurUqfDx8YGxsTEyMjJgamrKjG5effVVAEBqaiqmTJkCoVAIX19fjBkzBsnJyUhJSUH//v2xd+9e3L9/XyW/o6OjkZGRgVGjRiE+Ph59+/bFgwcPkJeXx8TQmjVrsHz5chQXFyM4OBjGxsZ48OABjh49isOHD0MoFKrUN6UDul61QNEMx44dIxMmTCAODg7ExMSEODs7kwkTJpB9+/ZJrFILDQ2V2sbNmzfJmDFjiFAoJFZWVmTatGnk0aNHrDrl5eVkypQpxNramri5uZGkpCSZq9QuX75MgoKCiLm5OenVqxfZuXOnRJ85OTlk4sSJxMbGhggEAuLp6Uk++OADUlRUxNQpKioioaGhxNzcnLi6upJ169ZJ9CkNeSuipB3LyMggffv2Jebm5mTYsGHk6tWrUleHtV+VRciL1WE5OTms8o7nSrv2smwEQL788kuZbUmzo7q6mgAg6enprLLZs2cTCwsL4uDgQJYuXUri4uKIra2txDXpyIULF8igQYOIqakpefXVV8mxY8fIwIED5a5S+/TTT4mvry+xtLQk1tbWJDAwkJw6dYrVbmJiInn55ZeJkZERcw+fP39O5s6dS+zs7IidnR2ZP38++eGHHySua8frQgghX331lcSqu8LCQjJ79mxib29PzM3NiZeXF7PaUkxmZiYZOnQoEQgExNramgwePJjEx8eT5ubmTq8NRTF4hBCiq2RH6R6IH/CrqKhgrcii6AejRo2CsbExzp07p2tTKByHTqlRKN2Iw4cPo7CwEL6+vqivr8e3336LixcvSny/RqFoAppwKJRuhKWlJfbs2YN79+6hqakJXl5e2Lt3r9SVgRSKuqFTahQKhULRCnRZNIVCoVC0Ak04FAqFQtEKNOFQKBQKRSvQhEOhUCgUrUATDoVCoVC0Ak04FAqFQtEKNOFQKBQKRSvQhEOhUCgUrUATDoVCoVC0wv8DLMGkq7yCNqIAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -267,10 +260,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", + "\n", " finished: Updated Dandelion object: \n", " 'threshold', threshold value for tuning clonal assignment\n", - " (0:00:42)\n" + " (0:00:35)\n" ] } ], @@ -286,13 +279,7 @@ { "data": { "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id'\n", - " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", - " distance: None\n", - " edges: None\n", - " layout: None\n", - " graph: None" + "0.23881746396659156" ] }, "execution_count": 7, @@ -302,7 +289,7 @@ ], "source": [ "# see the actual value in .threshold slot\n", - "vdj" + "vdj.threshold" ] }, { @@ -326,7 +313,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -338,10 +325,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", + "\n", " finished: Updated Dandelion object: \n", " 'threshold', threshold value for tuning clonal assignment\n", - " (0:00:43)\n" + " (0:00:31)\n" ] } ], @@ -392,7 +379,7 @@ " finished: Updated Dandelion object: \n", " 'data', contig-indexed clone table\n", " 'metadata', cell-indexed clone table\n", - " (0:00:05)\n" + " (0:00:07)\n" ] } ], @@ -407,12 +394,87 @@ "Note that I specified the option `key_added` and this adds the output from `tl.define_clones` into a separate column. If left as default (`None`), it will write into `clone_id` column. The same option can be specified in `tl.find_clones` earlier. If there is an existing column for `clone_id`, the group column for the new key would not be computed; If you want to extract the grouped column, simply run define clones without key_added to replace the existing `clone_id` and `clone_id_group` columns." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's see what's the overall clone assign agreement." + ] + }, { "cell_type": "code", "execution_count": 11, - "metadata": { - "scrolled": true - }, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABEgAAALOCAYAAAC6QiYpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzde5hld13n+/cn3XTSKKQJl9MnncRATJAeb83JNIMZDm1LkDhDyHMMFxER4bEYIBowh1tksInjIPiAUUFmSsBWD3MQHI3RCaCS6QQQ6fRRhkvPkEGEkA6KkASG0KRv3/NHrTKbTXVdVq19f7+eZz9da/3Wb+3vruratdZ3f3+/X6oKSZIkSZKkWXbKqAOQJEmSJEkaNRMkkiRJkiRp5pkgkSRJkiRJM88EiSRJkiRJmnkmSCRJkiRJ0swzQSJJkiRJkmbeWCZIkrw9yReTfOIk7Uny60k+neRjSR497BglSZIkSdL0GMsECbAXeNIy7ZcA5zePOeAtQ4hJkiRJkiRNqbFMkFTVzcCdyxzyFOB3a8FfAVuS/O/DiU6SJEmSJE2bsUyQrMI24PM927c3+yRJkiRJktZs43KNR7/0mRrEk2566HnPZ2FozKL5qpofxHNJkiRJkiStZNkECUfvHciTNsmQ9SREDgFn92yf1eyTJEmSJElas2UTJHXsyLDiWKvrgSuSvBN4DPCVqvrCiGOSJEmSJEkTaiQVJCtJ8v8Cu4CHJLkd+AXgfgBV9R+AG4AfAT4NfB34qZEEKkmSJEmSpsJYVpBU1Y+t0F7Ai4YUjiRJkiRJmnJjWUEiSZIkSZI0TCtUkJggkSRJkiRJ02/5CpLxnaRVkiRJkiSpMw6xkSRJkiRJM2+FBIkVJJIkSZIkafo5B4kkSZIkSZp5VpBIkiRJkqSZZ4JEkiRJkiTNvLFdxSbJk4BfAzYAb62qX+5rPwf4HWBLc8wrquqGoQcqSZIkSZIm3lhWkCTZALwZuBi4HbglyfVVdbDnsFcB76qqtyTZDtwAnDv0YCVJkiRJ0sRbIUFydEhhfIudwKer6jMASd4JPAXoTZAU8MDm69OBO4YaoSRJkiRJmhpjWUECbAM+37N9O/CYvmP2AH+W5GeAbwOeMJzQJEmSJEnStBlJBUmSOWCuZ9d8Vc2v8TQ/BuytqjckeSzwe0m+u6pOdBaoJEmSJEmaCcsmSGpACZImGbJcQuQQcHbP9lnNvl7PA57UnO/DSU4DHgJ8scNQJUmSJEnSDBjXOUhuAc5P8nAWEiPPAJ7Zd8xtwA8Be5M8CjgN+MehRilJkiRJkqbCWCZIqupYkiuA97GwhO/bq+qTSa4BDlTV9cBVwG8leQkLE7Y+p6pqJAFLkiRJkqSJtkKC5NiQwvhWVXUDC0v39u57dc/XB4GLhh2XJEmSJEmaPiOZg0SSJEmSJGmcLF9BcmR0FSSSJEmSJEnDYgWJJEmSJEmaeWM7B4kkSZIkSdKwLF9BcuT4sOKQJEmSJEkameUrSI6ZIJEkSZIkSdNvhTlITJBIkiRJkqTp5xAbSZIkSZI081ZIkJwYVhySJEmSJEkjc8pyjXWkBvJYjSRPSvKpJJ9O8oqTHPO0JAeTfDLJf2rx+iVJkiRJkpavIDmxymRG15JsAN4MXAzcDtyS5PqqOthzzPnAK4GLququJA8bSbCSJEmSJGnirTDEZlhhfIudwKer6jMASd4JPAU42HPMTwNvrqq7AKrqi0OPUpIkSZIkTYVlEyTHB5QgSTIHzPXsmq+q+Z7tbcDne7ZvBx7Td5oLmnN9CNgA7Kmq9w4gXEmSJEmSNOWWH2JzdNkpSlprkiHzKx64vI3A+cAu4Czg5iTfU1V3r/O8kiRJkiRpxixfQXI0w4qj3yHg7J7ts5p9vW4HPlJVR4G/S3IrCwmTW4YToiRJkiRJmhYrJEgGU0GyCrcA5yd5OAuJkWcAz+w75jrgx4DfTvIQFobcfGaoUUqSJEmSpKkwlgmSqjqW5ArgfSzML/L2qvpkkmuAA1V1fdP2xCQHgePAS6vqyyMJWJIkSZIkTbRUnXwp31sf9aSBrPN7wX9/78jG7kiSJEmSJPVbvoLk2MiG2EiSJEmSJA3NsgmSY8c2DCsOSZIkSZKkkVk+QXLcChJJkiRJkjT9TJBIkiRJkqSZt2yC5OgJEySSJEmSJGn6LV9BUiZIJEmSJEnS9Fu+gsQEiSRJkiRJmgHLJ0jIsOKQJEmSJEkamWVLRI4mA3msRpInJflUkk8necUyx/1okkpy4RpfuyRJkiRJEjCmFSRJNgBvBi4GbgduSXJ9VR3sO+4BwJXAR4YfpSRJkiRJmhbLJ0hWWe0xADuBT1fVZwCSvBN4CnCw77hfBF4HvHS44UmSJEmSpGkyrkNstgGf79m+vdn3T5I8Gji7qv7LWl+0JEmSJElSrxUqSAbzpEnmgLmeXfNVNb+G/qcAbwSe03FokiRJkiRpBi2bIDkyoARJkwxZLiFyCDi7Z/usZt+iBwDfDezLQkXKVuD6JJdW1YGOw5UkSZIkSVNu2QTJ8dGt8nsLcH6Sh7OQGHkG8MzFxqr6CvCQxe0k+4D/2+SIJEmSJElqYyRDbFZSVceSXAG8D9gAvL2qPpnkGuBAVV0/msgkSZIkSdI0WmGZ39GpqhuAG/r2vfokx+4aRkySJEmSJGk6jWUFibqX5BXAaaOOo0PfqKpfHnUQkiRJkqTpsEIFSQ0rDg3eaVW1Z9RBdCXJnlHHIEmSJEmaHiusYmOCRJIkSZIkTT8rSCRJkiRJ0swzQSJJkiRJkmbesgmSYyZIJEmSJEnSDLCCRJIkSZIkzbwVEiQnhhWHJEmSJEnSyJyyXONRaiCP1UjypCSfSvLpJK9Yov3nkhxM8rEk70/yHS2/B5IkSZIkacYtX0FSo6kgSbIBeDNwMXA7cEuS66vqYM9hfwNcWFVfT/IC4PXA04cfrSRJkiRJmnTjOsRmJ/DpqvoMQJJ3Ak8B/ilBUlX/tef4vwKeNdQIJ1BTifMEFn7uFwAPWOKwDc2jXwFpvj7ePE5mIwvVSSeAY8D/avZ/o/n3tObfzcCpwNeBrwJ3AX8C/EvgEcBDgU0neY4NSV61TAzVPP9STmnaqyfOE832vT2vYfHfjU37Xc2/i6/jQcD9Wfr7tVpLxdn7vV6Ml57jjrDwfV2M7ZSe13QvC9/v1cbY/1yriXGpPieL8bSm7Wjz74ambS0xrsZijKt5PYsWY0zfc29g4f/3MeBwE2cXMS7Gt5z+7+PR5gHf/H49qBiX+73pj/Fe7ns9x/piXPy/ebQ5bjHGU4DT1xnnSjEu/i6kOe7IGmK8FTiHwX4vV/v+0/u7Pe7vPyeafwf5u71UbCvFeBoLvyfFfX/bBhXj8ZPEdjJHgC+z8Pswbr/by73/nOx32/ef++Lrff9ZzbXFEeAeFq6FYPnv5Ynm3Gv9u927f7Hvat9/1nptsfi8y1apLxHjMK8t1vp9bHNt0fb9p/da4ZRVxjis95+lrmNWG+Na3n+ONn1W+t3+IvB5Fu4ZTgEezNL3DV3EuHiOap7/7mb/Wu5ttrP0vde93HetAvCFnj4P6tn/7cDXmnN+pqrmVnhNamn5VWxGVEECbGPhP/yi24HHLHP884D3DDSi6XAa8MGq2pNkz1o6jqDPB8c4trHrM8znso99prHPMJ/LPvYZ9z7DfC772Gca+wzzuezjvY26NZIKkiRzQG/Wa76q5lue61nAhcDju4hNkiRJkiTNnpHMQdIkQ5ZLiBwCzu7ZPqvZ902SPAH4eeDxVXVvf7skSZIkSdJqrDDEZrlpJgbqFuD8JA9nITHyDOCZvQck2QH8R+BJVfXF4YcoSZIkSZKmxQoVJKNJkFTVsSRXAO9jYVKgt1fVJ5NcAxyoquuBX2Fhspp3JwG4raouHUnAkiRJkiRpoo3rKjZU1Q3ADX37Xt3z9ROGHpQkSZIkSZpK4zrERpIkSZIkaWiWT5CcMEEiSZIkSZKm31jOQSJJkiRJkjRMDrGRJEmSJEkzb/kKEofYSJIkSZKkGbBCBcmxYcUhSZIkSZI0Mk7SKkmSJEmSZt6yCZLjdWJYcUiSJEmSJI2MFSSSJEmSJGnmje0krUmeBPwasAF4a1X9cl/7qcDvAv8H8GXg6VX12WHHKUmSJEmSJt9YVpAk2QC8GbgYuB24Jcn1VXWw57DnAXdV1XcmeQbwOuDpw49WkiRJkiRNurFMkAA7gU9X1WcAkrwTeArQmyB5CrCn+foPgDclSVXVMAOVJEmSJEmTb9kEyb3f+HwG8aRJ5oC5nl3zVTXfs70N+HzP9u3AY/pO80/HVNWxJF8BHgx8qfuIJUmSJEnSNFs2QTIoTTJkfsUDJUmSJEmShuCUUQdwEoeAs3u2z2r2LXlMko3A6SxM1ipJkiRJkrQm45oguQU4P8nDk2wCngFc33fM9cBPNl9fDtzo/COSJEmSJKmNkQyxWUkzp8gVwPtYWOb37VX1ySTXAAeq6nrgbcDvJfk0cCcLSRRJkiRJkqQ1G8sECUBV3QDc0Lfv1T1ffwN46rDjkiRJkiRJ02dch9hIkiRJkiQNjQkSSZIkSZI080yQSJIkSZKkmWeCRJIkSZIkzTwTJJIkSZIkaeaZIJEkSZIkSTPPBIkkSZIkSZp5JkgkSZIkSdLMM0EiSZIkSZJmngkSSZIkSZI080yQSJIkSZKkmWeCRJIkSZIkzTwTJJIkSZIkaeaZIJEkSZIkSTPPBIkkSZIkSZp5JkgkSZIkSdLMM0EiSZIkSZJmXqpq1DFIkiRJkiSN1MZRByBJkiRJktYvyQXA1cB1wO3ADwOHq+qNSX4R+BJwSlX9ak+fhwI/DpwFfLWqrulp2wL8JPC/Ae+rqpuG9mJGwATJjNi4aZulQpKkNTl8xwfYfObjRh2GJEnqcfzoHc8H5np2zVfVPEBV3ZpkL7AFeC5wEDglSYCtVfVvk/w58E8Jkqr6R+DaJK8B3tr7XFV1d5IDwM8Ahwf4ssZCqwRJkvcAmzuORQNQVbtGHYMkaTKZHJE0KiZopZNrkiHzqzh0K/AyFqpDHg38eZIXAff2H5jkVODBVXXHEs/3oSSfBJ4B7F9P7OOu7SStF3YahSRJkjThDt/xgVGHMDVMjkjtJNkKXA48Gfhj4CrgUcCngAD3B/Yu0fXpwO8vcb7vSvIK4FXA/xxM1OOj1SStSe4Bbuk+HHVtsYLEITaSJAn8ZF6SJt2xI4cy6himlXOQSNJJeBMhaRr5viZJSrIbOKfZ3F9VB3vaLgXOaDZvrKrbhh3fqLStIDkMfKT7cNQ1K0gkSZKk6eaHOrPFCpLBaTsHyYZOo5AkSZIktbL5zMc5B47UgbYJEkmSNCa8KJYkWUEirZ8JEkmSJpwXxZIk3ccPDtRW2wTJiU6jkCRJ0sgdvuMD3lhImnh+cKC22q5icxTY12EckiRJGjFvKiR1xYljRyPJBcDVwHXA7cAPA4er6o1Jns7CyjWfrap39/TZALwQeCDwt1X1zp62hzXn+2xVXTu8VzIabRMkpwC7OoxDkiQNgBeokqRR8G/P4CSZA+Z6ds1X1TxAVd2aZC+wBXgucBA4JUmAnwD+S//5qup4kn3AzwEf62v7YpJrgcsG8FLGjnOQSJI0xbxAnSwOb5EkraSq5qvqwp7H/EkO3QrsBe4FHg2cWlVvAS5e4pwfB54HPGpAYU+EthUkkiRJ6thqElpWBUmSTibJVuByYDPwx8BVwIOAdwDvTXIl8IUl+jwXOA34VF/b/Zu270ny/iaRMrVSVWvvlNwLbOo+HHWtqgKwcdO2tf+gJUnSWDE5Ikk6duRQRh3DtGpbQXIM+HCXgUiSF/6StDzfIyVJXUiym4UJWwH2V9XBnrZncl9BxPVVdeew4xuVthUkXwX+uvtw1LWq2gVWkEiSRsPEpyRJ3bKCZHCcpFWSpBGb5ok5TY5IkqRJ0TZB4vwjkjRjpvkmftRMIkiSJI1e2wTJ8U6jkCSNPW/iJal7Jp8laXy0naT1fwD7OoxD0phx3gBJkgbPv7WSND7aJkgeCOzqMA5JY8YLNk2ixU9i/f8rSZJmUZILgKuB64DbgR8GDlfVG5O8EHgwUFX17/r6vRI4DfiHqvrNvraXAdur6jlDeAkj1XaIzZmdRiFJUgc2n/k4kyOS1BGH/0jjKclckgM9j7nFtqq6FdjbbD4X+ApwLEmaxMfrgLP6z1lVrwV+FfjOJdpeD9zd/SsZP20TJPfrNAppBniRIUmSJokJZ2k8VdV8VV3Y85g/yaFbWUiW3As8OslpwGubxzdJcgawB/h3/W2zpG2CxHWXpTXyImO2mBCTJEnSsCXZClwOPBn4Y+Aq4FHAp4DfZyFZ8sQlur4X+Efg4iXO+WxgR5JLBhT22EhVrb1Tchzw6n8CVNUugI2btq39B601c2JTSZIkSYN07MghCxYGpO0krf5ApCWYHJEkSZK0WqP6gDXJTmB7s3mwqvb3tO0Gzmk291fVwWHHNyptK0hOADd3H466ZgWJJEmSJI23tSRKrCAZnLZzkEiSNNGcJ0aSJI0LK9HHQ9shNgXs6zAOSZKGygsRTbvFJKD/1yVJWp22CRKAXV0FIUmSpO44abgkSWvnEBtJE8nhEZJ0ciZHJElau/VUkEjSyCxe/PspqSRJkrQgyQXA1cB1wLnA6cDtVfW2JFcBx4AzquoX+vqdBrwNeHdVXdez/2zgWcBW4F1V9aGhvJARsYJE0kQzOSJJkrR2VuNOriRzSQ70POYW26rqVmBvs3kXcAQ4rdn+rqr6NWB7ki19p30x8J/6n6uqPl9VrwX+CDiv45cydtpWkAR4fJeBSJIkSZIGzwrcyVZV88D8Ko77HYAkP5fkEcAfJHkR8G3A8cXjknwX8CDgEhaKKK7rPU+SHcBuYE9HL2FsrWcVm5u7DESSJPCiTZKkQfPv7PRKshW4HNic5HTgTGAbcDvwSBaqSf6oqv7XYp+q+h/Ay5PsArb0ne88Fobe/C7wWGCqh9ikqtbeKTkGfLD7cNS1qtoFsHHTtrX/oCVJkiRpQPxQpJ1jRw5l1DFMKydplSQN3OI4Zy+CJEnSIq8LRifJTmB7s3mwqvb3tF0KnNFs3lhVtw07vlFpW0FyAofYTAQrSCRJkiRNEitLlmcFyeC0rSA5DuzrMA5pRb5RSpIkSdPPa36NStsKksPct1SQxlhVBaangsQkiSRJkqRZZgXJ4KxnFZubugxEWo1hJkdMxkiSJEnS7DilZb/7dRqFNIZMjkiSpK4sTlYtSRpfbStI2iZWJEmS1MOKxdngz1hSV5LMAXM9u+arar5puwC4GrgOOBc4Hbi9qt6W5InA9wEPqaqX953zecBDga9U1Vt69m9qzrelql48uFc1Hkx0SJoofgInadp44yxJWouqmq+qC3se8z1ttwJ7m827gCPcN3/o+4H7Aw9c4rR/AZzJwnQavc91pKr2dPsKxpcJEs2Uw3d8wBvsCeeNhCRJkrSyqvqdqnotcGqSR1TV8ap6DfCZJBv6jv1cVf0s8KCRBDsm2g6xcdZcTaRJu7m27FqSJEnSaiXZClwObE5yOgtVIduA25uhOVuAs6vqeE+fTcDLWage+doS57wC2JHkoqr60BBexsi0Xeb3BHBz9+Goa1W1C6ZnmV9ND5M/kiRJ0tq5zO/gtK0gkaR1MTkiSRokE/GSdHJJdgLbm82DVbW/p+1S4Ixm88aqum3Y8Y1K2wqS48Avdh+OurY4oc5qK0i8mJAkSZKk8WUFyeCsp4JkV1dBaHyYHJGk2WJiXJIkaYGr2EiSNAEGtQKXyRFJkqQFJkg0M1zeV9IkM5EhSZI0WE7SqplgCbkkSZKkaZfkAuBq4DrgXOB04PaqeluSnwQeAnxbVV3T0+dU4AXAtwHnVdVze9q+HbgSeABwoKr+YFivZRTaJkgCPL7LQDR9xikpMS5xSJIkSdJ6JJkD5np2zVfVPEBV3ZpkL7AFuAvYDJzWHPf9VfWSJK9OsqWq7m763Atc25z3z3qfq6q+BvxSkocDzxrk6xoHbRMkBdzcZSCaPiYlJI2rcUrgSpIkrUWTDJlfxXG/A5Dk55I8orfpJF3++WKipVeSc4ErgJ9fc7ATZj0JEkmSJo7JEUmSNK2SbAUuBzYnOR04E9gG3A58NMlVAIvVIz39/k+WKIJoznEd8P8APwi8Z6AvYMRStfZcR5JjwAe7D0ddq6pdABs3bVvxB+1NgyRJkiSNt2NHDmXUMUyrthUkrn4zhUyOSJIkaZT8wE4ajiQ7ge3N5sGq2t/Tths4p9ncX1UHhx3fqLStIDkK/FL34ahrVbUHVldBIkmSJE0KkymaVVaQDE7bBMlXWVjmR2OuqgImSCRJkiRpEvUnA02QDE7bITZHgZu6DERSd/xERZIkSZoOXtcPT9u5RKwekcaYb6KSJEnS2h2+4wOjDkEj1DZBsqHTKCRJWgcvZiRJUhf8oHG2uRqNvLGQNPG8mJEkSYIkFyTZm+SyJI9NclWS30iyMckvJrkyyUuW6PeyJHuX2L8pyZ4k1w7lBYyYCRJ5Y7FGJpQkSZIkjUqSuSQHeh5zi21VdSuwt/n6wyzMH/ow4ASwtap+DfiR/nNW1euBu5fYf2RxZdRZ0HaSVmfN1cwyoSRJkrQ+TigvtVdV88D8Ko/99SRfB84A/jzJi4B7BxnfJGubIJEkSZKkNTM5Ig1Okq3A5cDmJKezUD1yPvAOFgod7k9TYdLX79nAjiSXVNV7+tquaNouqqoPDfgljFSqau2dkhPAzd2Ho65V1S6AjZu2rf0HLUmSJoY3nZI0G44dOeSIjgFpW0FSwL4O45AkSdI6mByRppPJTw1Ckt3AOc3m/qo62NN2KQtDcgBurKrbhh3fqLStIDkOOFPlBLCCRJIkSZpMJke0FCtIBsdVbCRJmjGuxiVJk8HkiDRcJkgkSZoxm898nEkSSZKkPiZIJEmaQX4qqXFhsk6SNC7Ws4qN454mQFUFnINEkiRJWg3n/dC4cw6SwWm7is1xYKrXP1Z7i58E+YdFkiRJk8ZrWE2yJBcAVwPXAf8A/ABwLvAS4EdZWLnms1X17r5+LwO2V9Vz+vZvas63papePOj4R63tEJsTnUahqbL5zMf5h0WSJEnSN3FIXTeSzCU50POYW2yrqluBvc3XHwaOAg9j4R7+J4CvLXXOqno9cPcS+49U1Z7OX8SYaltBIkmSJEnqYSX18vy+dKOq5oH5VR7760m+DpwBnFpVb0kyD7x7ha4zqW2CpIB9HcYhSZKkKeD8DZpl/t/XqCXZClwObE5yOgvVI+cD7wDem+RK4AtL9Hs2sCPJJVX1nr62K5q2i6pqqqfaaDtJ673Apu7DUdecpFWSJEnStJul5KyTtA5O2wqSezBBIkmdmKU/6JIkSYPgtdTaJNnNwoStAPur6mBP26UsDMkBuLGqbht2fKPStoLky8DHuw9HXauqXWAFiSRJkqTpM4sfNFlBMjhtV7F5QKdRSJIkSZpZrm6itmYtOaLBapsg2dBpFJIkSdKUMwlwct7kShoHbRMkktSaF4iSpFlkEkCSxlvbBMmJTqOQNBMWEyNeIEqSJEkaN20TJE74KWnNTIxIkiStz+E7PmA1rk4qyQVJ9ia5rNl+dpLfXuK4JPmVJC9eou1lSfYOIdyx4xAbSZIkSRpzvZW4fug025LMJTnQ85hbbKuqW4G9zXEXA58DvrLEaV4E/Oelzl9Vrwfu7jzwCbCxZb8C9nUYhyRJE2kWlxeUJA2ff2u0qKrmgflVHPpDwN8DO5KcV1V/C5DkDOB84GHA9yR5S1XdO7CAJ8h6EiS7OoxDE8CbAEn6Vr4vSpKkcZFkK3A5sBm4pqo+l+TcxeQIQFXdCVyZ5Fzgsv7kSJJns5BUuaSq3jO86EcvVWufTiTJPcAt3YejrlXVLoCNm7Y5b4w0JUxWSpIkza5jRw5l1DFMq7YVJJKkETE5IkmSNH7G+UOsJNuBnc3mbVV1Y0/bbuCcZnN/VR0cdnzjwgqSKWcFiSRJ0uwY5xs0Sd2wgmRwXMVGmlIu/yZJ0uwxOSJJ7bWtIDkC3K/7cNS1qgpYQSJJkiRJvSa14soKksFZzxwkN3UWhSRJkqbKpN54SJodvkepX9shNlYjSNKQOFxK0iTyxkOSNGmcg0SSxpw3GdL6mGSUJE2TJHNJDvQ85nraLkiyN8llzfazk/x28/VvJXlxkh9e4pzPS/KKJC/o278pyZ4k1w76dY2DtkNsCtjXYRySJEkDYZJRk8ghSpJOpqrmgfmTtN2aZC+wJcnFwOeArzTNf8/CXKIbluj6F8BVwN195zsCmCBZQYBf6DIQDcyerk/oH2xJkqTB8lpLUgd+iIWkyI4k51XVvwVI8mbght4Dq+pzwM8meeXwwxwfbRMk9wCbugxEk8M/2JIkdc8PICRJ65VkK3A5sBm4pqo+l+TcqvrbJD8DPAi4ra/PJuDlLIwU+doS57yChSTLRVX1oYG/iBFqu8zvl4GPdx+OulZVu8BlfiVJkiTNlmlNPLvM7+C0rSB5QKdRSJKGblovGiRJksDK9+Uk2QlsbzYPVtX+nrZLgTOazRur6rb+/tOqbQXJccAp4SfArFWQeMMnSZIkaZpZQTI4LvOrqWJyRJIkSYtc5lvSWpggkSRJklrw5nv8+eGZpLVomyCxpEfSxPFCVpLUJW++JWm6WEEiaWZ4IStJktSeHzaNvyQXJNmb5LIkj01yVZLfSLIxyeVJXpbklUv0e0iS9yX5/r79D0tybZIXD+9VjE7bVWwA9nUVhCRJ0lIWL8ZNcErS6PlePB6SzAFzPbvmq2oeoKpuTbIX2FJVH07yz4GHASeA9wMXAt/oO9/9gOcD7+p/rqr6YpJrgcsG8VrGzXoSJLu6CkKSNH1cVUpd8P+QJEnfrEmGzK/y2F9P8nXgjKr6EvCKJSpIfgC4H/BDwIOBj3YZ7yRpmyCZiSVjNRjeNEmzwd9zSZKk4UqyFbgc2JzkdBaqR84H3pHkpcAGYHNvn6q6CbgpyXPoS44kuT/wXOB7kry/qj4++FcxOqlae64jyXHAAWgToKp2AWzctM2k1pQz8SRJkiRNv2NHDrloyoCsZ4iNpDFiclfq4dMAACAASURBVESDYvJNkiRpuiTZDZzTbO6vqoM9bc8ENjWb11fVncOOb1SsIJlyVpBIknQfE36SpElnBcngtE2QnAD8oUyAqgqYIBk1L8glSZIkdcEEyeCsZ5LWm7sMRJpmJkckSZIkrYYfro6Oq9hIkiRJkjRih+9YmMXC5MjonDLqACRJkiSpS4s3mtIk2Xzm40yOjNh6VrHZ11UQkiRJktSVzWc+zmEKmklJLgCuBq4DjgHfDTwCeFFVHe057seBhwJPraqL+s7xNOCFiwt+zJK2k7QeAzZ0H4665iStkiRpJd5IStLkOH70jucDcz275qtqfnEjyS5gS1Vd12z/BvCKqrqn9zxJHgn866p6Q/9zJLm2ql48iPjHWdsKkqOYIJEkSZoKJkckDYsJ2fVrkiHzKx4IJLkS+JP+5EjjucDruoxt0q1nktabugxEkqaRk21JkiTdx2uiwUqyFbgc2Jzk+4DvWtidW6rqrp7jvh3YVFV3LnGO3cCOJD9dVb81rNjHQdshNscBZz6aAIvjxhxiI0mSJGkcWEWyPseOHMqoY5hWbStI/IFI0gTzwkSSJI2K1yDDl+QcYHezeWdVXd/Tth3Y2WzeVlU3Dju+cdG2guQEcHP34ahrVpBImhUmfSRJ0iywgmRwTmnZzx+IJM2gxTlVxpHJEUmSJK1H2wSJJGkGmYSQJC1nnBPpkrQSEySSpInixbckjS8T6ZImWdtJWgH2dRWEJEmwunlEvPiWJEnSIKwnQbKrqyAkSQKTH5KktXOSbuk+SS4ArgauA44B3w08AngR8DTgocBTq+qivn6XN8dtqKrX9rU9BHgH8PKq+ujAX8QIOcRGkiRJ0sQ4fMcHvmm4pckRzZokc0kO9DzmFtuq6lZgb/P1n1bVLwP3Apuq6h3Ae4A/XOK07wfOAE7te677Ac8H3jWQFzNm1lNBIkmSpBX46bbULX+fNOuqah6YX82xSa4E/qSq7ml2PRd43RLnvAt4RZJX9jX9AHA/4IeABwNTXUFigkSSJE29USYpvJmTJA1Lkq3A5cDmJN8HfNfC7twCHGWhkuTOJfq9FNgAbO7dX1U3ATcleQ5TnhwBSFWtvVNSwE3dh6OuVdUugI2btq39B61181NDSZIkSV06duRQRh3DtFpPgkQToKoCJkgkaZqYfJUkaXZ1kSBJsh3Y2WzeVlU39rTtBs5pNvdX1cH1Pt+ksIJkyllBIkmSJE0GE+BaDStIBsdVbCRJ0kD0rjIhSVqZyRFptNpO0lrAvg7jkCRJU8YLfUmS2rGaaDTaJkgC7OowDkmSJEmaet74ajX8PzIaTtI65ZykVZIkTYPFIVveNEiadc5BMjht5yA50WkUmjiOK5ckScO0+czHmRyRpBUkuSDJ3iSXJdmZ5Lok37/EcU9Msi/JliXanpZk31ACHjNth9iAq9jMNC9QJEmSJGnBMIdOJZkD5np2zVfVPEBV3ZpkL7ClqvYnuW6pc1TVnyX5gZO0vetkbdOubYLE1W8kSZJmiPMmSNLJDfP9sUmGzA/tCWeIiQ5J0tA5TE+aPCZHJGn8JdkKXA48OcnjgScCP57kQX3HXQj8C+AFSTb0te0GdiT56SGFPTbWM0mrQ2wmQFXtAidplSRJkjQ5rFo7OSdpHZz1zEEiSZIkaQx4M6lp4//nbiU5B9jdbN5ZVdf3tG0Hdjabt1XVjcOOb1xYQTLlrCCRJEmSNM5cxnttrCAZnPVUkOzrKghJktbKT0slSZoO/j3XuFhPgmRXV0FI0qh5sz15/HlJkiSpS65iIzVcVWO2ebMtSZIkzTYTJFLDG2RNC5N9kiRJ0tqZIJEmmDfCWorJPkmSpOmVZC7JgZ7HXE/bBUn2Jrksyc4k1yX5/qbtiUlemuR1S5xzPslVSX6hb/+mJHuSXDv4VzZ6JkikCeaNsCRJ6ucHKNJ0q6r5qrqw5zHf03YrsLf5ej9wXU/X9wP3Bx64xGlPBU4HvtD3XEeqak+3r2B8mSCRJEmSpsigPkAx8SJNtqo6XlWvAT6TZMPi/iSbgb+sqlcD548swDGwnlVsHt9ZFJIkaSy5wpOkRb4XSOMvyVbgcmBzkruAJwL/LMnngKcCW4Czq+p4T7djwIVJ7k9fBUlzziuAHUkuqqoPDfxFjFCqau2dkgJu6j4cda2qdgFs3LRt2R+0F8CSJEmSNP6OHTmUUccwrdZTQaIpYnJEkiRp9PzQStIwJNkJbG82DzbzlSy2XQqc0WzeWFW3DTu+UWlbQXICuKb7cNS1xQl1VqogUXteyEiSJEkaFitIBqdtBUmAXR3GIU0skyOSJEnd8cMnSaOynjlINAGqKmAFiSRJ0sl4Qy5pklhBMjhtl/k9vvIhkiRJWiuXUh0+kyOSJGg/xMZVbCRJkjrSW8Hgzbokqa0kFwBXA9cBdzRf76mqjyb5SeAhwLdV1TV9/Z4PfDvwiap6X8/+s4FnAVuBd037Mr9tK0g2dBqFpJnnJ6aSZplJEUnSaiWZS3Kg5zG32FZVtwJ7m6/3s5AoWfT9VfWG5hxbes73AOBS4DBwove5qurzVfVa4I+A8wb0ksbGeiZplaROOPZbkiRJWp2qmgfm13OKvu0NwD1V9ZtJ5oE/721MsgPYDexZx3NOhLYVJJLUGZMjkiRJo2Ml7/RIshW4HHhykscDTwR+PMmDgI8muQqgqu5e7NN8/akkVwL/ve985wFvA+4EHjucVzE6bVexOQHc3H046lpV7QJXsZGkUVu8+DQhKEmS1sNVbAbHITZaE4dCSFI7vndKkqRxkWQnsL3ZPNjMV7LYdilwRrN5Y1XdNuz4RqVtBUkBr+k+HHWtqvaAFSSSJGl8+QGMJK2eFSSD07aCBGBXV0FIktQlb7akyeLvqyRpHDhJqyRp6nizNbucaFCSJLXVNkHicA1JkjR2TI5J0uQyya1Rs4JEmkD+8ZAkSdK0McmtUVvPHCSSRsQ/HpIkSWrDebqmW5ILgKuB64AjwA7gdODlwL8BTgOeUFX/qq/f84CHAl+pqrf07D8beBawFXhXVX1oGK9jVKwgkSRJkhqH7/iAlZqaaiZHJl+SuSQHeh5zi21VdSuwt9m8uKp+CfgE8H1N4uNgT3uvvwDOpG86jar6fFW9Fvgj4LzOX8yYaVtBEuDxXQYiScvx0w5J0jD4t0bSuKuqeWC+ZffLgJ9Z4pyfA342ySv725LsAHYDe1o+58RomyA5AZhalzQ0XrBKkiQNjx9OTaYkW4HLgc3AzUmuZmGIze8lORf4fFUd6+uziYUhOAV8ra/tPOBtwO8CjwWmeohNqta+IE2SY8AHuw9HXauqXQAbN21z5SFJkiRpDJh80HocO3Ioo45hWrWtIDkO7OswDmnm+YdSkiRpNnjNp1FLshPY3mwerKr9PW2XAmc0mzdW1W3Djm9UrCCZclaQTC8TKpIkSdLssYJkcNaTINnQfTjqWlUFTJBIkiRJOjk/fJscJkgGp+0yv0c7jUKSJLm0qCRpZEyOSO3nIDkFuKnLQCRJmnXjfHHqJ4uSJGnatU2QbMBJWiVJmhkmR7QSk2iSpEnXNkESYFeHcWgEvJCRJEld8ZpCkkYvyQXA1cB1wBFgB3A68HLgJcAJoKrq1/r6vQzYXlXP6du/qTnflqp68cBfwIi1nYNEU8ALGUnSWjhHiiRJo5dkLsmBnsfcYltV3QrsbTYvrqpfAj4BfB9wdlVdC5zbf86qej1w9xL7j1TVnu5fxXhqW0EiSZJmjIl1SZJGr6rmgfn1nKKrWKZN2wTJUZyDRNIKFj9t9qZKkiRJGrwkW4HLgc3AzUmuZmGIze8BtyV5MfDZJfo9G9iR5JKqek9f2xVN20VV9aFBv4ZRStXak0dJvg7s7z4cda2qdgFs3LTNLOESnIdFkiRJ0iQ5duRQRh3DtHKIjWbaWpMjJlQkSZIkTboku4Fzms39VXWwp+1S4Ixm88aqum3Y8Y1K2wqSe4Bbug9HXbOCZLI4JEWSJEnScqwgGZy2q9hs6DQKScBCYsTkiKadK6FIkiRpHLVNkJixUme8WZJmi0lASZIkjaO2CZJ7O41CM21Sb5ZM7EiSJEnS9GibIDm10yikCTSpiR1JkrQ6fhgiSbOl7So2rn4jSQ1XN5Kk6eR7u6RJk+QSYCfwYOAjwEOBp1bVRX3HBXg9cKiqru1rexmwvaqeM5Sgx0jbChJJUsMLaGm4/FRfkjTLkswlOdDzmOtpfhLwK8CngK8B7wH+cInTvAj4z0udv6peD9zdcdgToW0lSAH7OoxDkqSJZiXR8Ph9liTNsqqaB+ZP0vwbwAuB7wD+Dngu8LreA5KcAZwPPAz4niRvqSrnGaV9giTArg7jkCRNMJMD3rRLkqSxsDhf6BeBm4GLq+rO3gOa7SuTnAtc1p8cSfJsYEeSS6rqPYMPeXykqtbeKTnBwjdbY66qdgFs3LRt7T9onZQ3g5IkSZJG4diRQxl1DOMmyaOXa6+qv17NeZxsVWrB5IgkSaPjBxWStDZJtrMweSvAbVV1Y0/bbuCcZnN/VR0cdnwdeEPz72nAhcB/Y2Hky/cCB4DHruYkJkgkSZI0UXqTIyZLJGllTdJjycRHb7JkUlXVDwIk+UPg0VX18Wb7u4E9qz2Pq9hIkiRpYvSvYmRyRJLU45GLyRGAqvoE8KjVdm6bIHE+C0mSJA1df/WIJEk9PpbkrUl2NY/fAj622s5WkEiSJGksrDXhYfWIJKnPTwGfBK5sHgebfavSdhWb44Ap+wngKjaSJGmSOceIJH0zV7EZnLaTtPoDkSRJ0kCZHJGkb5VkDpjr2TVfVfNN25NZWLFlC/CGqvrbZv/PA/cCj6qq5/Wd75UsrP7yD1X1m0N4CZ1L8q6qelqSj7PElCBV9b2rOU/bBMkJYF/LvpIkSTNrcRiJN/4r83skSd+qSYbMn6T5MHAGCwmPL/bsPw6cDnxlifO9NskW4NUdhzpMVzb//uv1nKRtguQYsGs9TyxpfPgJnSQNj++3kqQBeiRwBXAR8HjgT5v936iqX07yqiQPrKqvLnZIcgYLyZFrhh5tR6rqC82/n1vuuCQfrqrHnqy97SStJ1r2kzQmeifC82JdkiRJmgpfAl4FXMY3r97yoCQvAR4MfK2vz3uBfwQuHkqEo3Xaco1tJ2m9B7ilbUQaHidp1XpYWSJJkiSNFydpbS/JX1fVo0/W3naIzYaW/SSNmeWSICZHJEmSpMmT5Bxgd7N5Z1Vd39O2E9jebB6sqv3Djm9cta0guRf4cPfhqGtWkEiSJEkaJKuOh8sKkvaS/E1V7ThZe9s5SO5t2U+SJEmSNCVMjmjcJPmOJE9ovt6c5AE9zT+xXN+2CZJTW/aTJEkzpndSaEnSdDE5onGS5KeBPwD+Y7PrLOC6xfaq+sRy/dsmSNrOXaIJc/iOD3hhK0laFy+eJUnSkLyIhSWOvwpQVf8TeNhqO7dNkGhGbD7zcV7YSmrNBKskSdLwJHlykn+f5DeTnNez/4lJ9iXZskSfpyXZN9RAB+feqjqyuJFkI7Dq+TjbVoIUsK9lX00gxxZKasP3DUmSpG4lmQPmenbNV9V88/Vh4AzgNOCLiwdU1Z8l+YGlzldV7zpZ2wS6KcnVwOYkFwMvBP5ktZ3XkyDZ1bKvJpA3OZLULRPPkiSpjSYZMn+S5kcCV7AwzOTxwJ8OK64x8QrgecDHgecDNwBvXW3ntkNsXDJWkjQy0zB0x+SIJEkagC8BrwIuAz62uDPJhcC/AF6QZENvhyS7gR3NBKcTrapOVNVvVdVTq+ry5utV5y+yhmPv65QcAf5yzR01dFW1C2Djpm0mtSRJkjQyVs5J3Th25FBGHcO4SnIRsAf4DhZGzASoqnrEavq7Go0kSZJ0Et7Ud8fvozQ8Sc4Bdjebd1bV9T1t24GdzeZtVXXjsOMboLcBLwH+P+D4Wju3rSD5BvBXa+6oobOCRJKk7nnTLEkaFStITi7JR6rqMW37t52DZM2ZGEmSpEm3OP+NyRFJksbSf03yK0kem+TRi4/VdnaIjSRJ6tQ0V1dM6+uSJGlKLFaPXNizr7hvuNGyTJBIkqROmUSYftOcBJMkTa6q+sH19G87xMbEiiRpJkzDksJS10yOSJLGUZLTk7wxyYHm8YYkp6+2f9tExzeAfS37aoz4CZAkLc/3SEmSNCmSXMLCCjUPBv4CeCTwkKp6ed9xc8CPVNVlS5zjZcD2qnrO4CPu3NuBTwBPa7Z/Avht4P9aTee2CZKjwK6WfTVGvPCXpLVzok5JkjQqTXJjrmfXfFXNN18/CXgl8FNAgPsDD+w/R1XNN8v9fouqen2Sa7uNemjOq6of7dl+TZKPrrZz2wSJywpJkmaWiRFNIxN/kjQZmmTI/EmafwN4IfAdwN9V1WuSvDTJhqqahdVoDyf5l1X1QYAkFwGHV9u57RwkJ1r2kyRJ0hjafObj/ik54tw7kjSxTm3+/SJwVjNc5pz+5EiSy4AdSZ7ef4Ikz27aLhl4tN17AfDmJJ9N8jngTcC/WW3nVNWanzHJV4C/WXNHDV1V7QLYuGnb2n/QkiRpKjkHmSRNrmNHDjmiYwVJHghQVV9dSz+H2EiSJM0YkyMaNJNw0nhJshNYnHPkYFXt72nbDZzTbO6vqoPDjm+9kvzcSfYDUFVvXM152iZI1pSFkSRJkqaBN/6r4/dIGi9NQmT/SdpuHHI4g/CA5t/iWws6Vj2aom2C5FtmwZWkSeXFriRptfx7IUnjp6peA5Dkd4Arq+ruZvtBwBtWe562k7Se1rKfJI3UUhMPerErSZIkTYXvXUyOAFTVXcCO1XZumyCRpIlkMkSSJGl5h+/4gKtZaVKd0lSNAJDkDNYwcqbtEJsC9rXsK0mSppxD1yRpcvn+rQn2BuDDSd7dbD8V+KXVdm67zO9R4ENr7qihm5Vlfr0QlyRJkjQLVlrmN8m/Ap4PvImF4SVfrqq39h3z+8CHgY9U1Yf72l4GbK+q53QZ97Ak2Q7sbjZvXMuqPG2H2Dg0R2PF5IgkSZKGwaEnGrUkc0kO9Dzmetp2sDBn6GeAZwP3ACeWOM3fA5tZYoWXqno9cPe39JgQVXWwqt7UPNa0ZHHbITaSJEmSZtisVvDO4mvWeKmqeWD+JM2XAF9noXLkSFW9Kclrkzy4qr7cc44rAZK8CfirQcc8KUyQSJIkSRNmHJITo35+Sd+qqv49QJJzgY8muQrYBNzVe1ySnwdOBf5b/zmSPBvYkeSSqnrPoGMeJ23nIDkGfLD7cNS1WZmDRJKkpYzDTaQkSV1aaQ4Stde2gmSpMUySpBnijacmgf9HJUmCJDuB7c3mwara39O2Gzin2dy/1nk7pknbCpIjwF92H466ZgWJJEmSpFk2bR/qWEEyOK5GI0mSJElTylV3rCbU6rUdYlPAvg7jkCRpZkzbJ1mSpPHl3xtp9dYzxOZ+3YejrlVVwCE2kiRJOjkTt9LkcIjN4LStIDmGc5BIkiaAF/2StDLfJyWpfYJEkqSJ4EW/NHomKiVpOJL8M+CHgYcDXwLuAR5VVc/rO+6VwGnAP1TVb/a1vQzYXlXPGUrQY6TtJK0O15CkKeIEbpIGyeSIJHUnyVySAz2PucW2qvok8A/AWc2u04Gv9J+jql4L/CrwnUu0vR64eyDBj7m2CRLnH5GkKeLNiyRJ0vLG5QOlqpqvqgt7HvN97e8A3gqc+P/Zu/dwOaoy/fvfOwmBQIRwEgREFAQMoqJMPCBDjIKiI0YFVFREGaLiCVERBUd0VNBB8TCis8WfOJ5REcEDgmAABQ3IKRAUXxSjQRkQEIFIgDzvH6s2qTS9k+7Vq/bu7n1/rquu3buq6+mnu6qrq1atQ0S8D7hN0ob150jaBDgO+NB45T0IPMyvmZmZmWXpl4sFM7PxMAg3lCQ9r2oisx+wjaS3A5sCd7U89WzgFmDvNjEOBnaTtG/T+fab3FFs7gQuL5+OlRYRc8Gj2NjgcXt1MzMzM7OH8ig2zcntpHXdolmYTVIuBBibPxczMzMzszIkzQFmV/8uiYhFtWXzgG2rfxdFxJLxzq9f5NYgeQBwncoB4BokZmZmZmZm46+pm6GuQdKcXob5XVgqCTMzMzPrP67paGaWz8fPwZNbQCJgbsE8zMzMzKzPzNhqTxeSmJnZpOFRbMzMzMxsTC4cMbNWHsHKhlVuAYnbPJmZ2YTzCZqZmdn4c8GpDSvXIDEzs4HlEzQzM+uWC9dt0ElaIOmy2rSgtmwXSUdK+oykzSS9RdInx4hxRpv5U6t1jpH08qbfS79xAYn1Lf94mZmZmVlpLly3QRcRIxGxe20aqS27FrgZ2AZ4AXDeWDGAG9vMf4A0IMsOwN3ls+9vLiCxvuUfLzMzMzOzsfmGorUTEV8DTgEOAfYBdpO0eRfrLwYOBR7XSIJ9LHcUmyiahZmZmZmZDQWPfDR+/DlbK0nPA54AbA+8IiL+Kmm7iLil5XnzSQUnL4uIb9Xmbwm8DlgP+O04pt4XFNF9WYeklcCF5dOx0iJiLsC06Vu7UMvMzKwLvsgzM7N+dP+KZR40pSG5NUi8QcwmKV8wmNlk4WOdmZkNC0lzgNnVv0siYlFt2Txg2+rfRRGxZLzz6xe91CD5YPl0rLSIOA5cg8RssnABlpmZmdlwcw2S5vRSQOKNMgAiQuACkrXxRaWZmZmZmQ0CF5A0p5dOWt0HiQ0NF46YmZmZNcM3osxsUHiYXzOb1Dw8npmZWbNcOGJmgyK3BomZ2VDwSVs5vkNoZmZmNrEk7Qk8A3gscB2pa4ytgHdErX8NSQcCh4+OetoSYwHw/IiYPy5J95HcGiRu82RmZqtx4YiZ2fBxTUuz/iNpgaTLatOC0WURcVFEfBS4EXhuRJwIPAA8oR4jIk4DrmwXPyJGqvUnHdcgMTMzMzOztlz4bdaMXmreVgUYI2Mtl3QQ8AfgJ5KOALYG7st6sUkmtwbJyqJZmJmZmZmZjRPXjLGJ1lThY9V05mBgc2B9YCpweUQsaXnePGA3SYe1iTG/WvayRpLsY70M8+tRbAbAaJsyD/NrZja43L+LmZmZjfIwv81xExszM7M+58IRMzOzZg37zQhJs4E51b9LI+L82rI5wOzq3yURsWi88+sXvdQg+WD5dKy0iDgOXIPEzMysbthPhM3MbHi5BklzeqlBMrdUEmZmZmbjyYUjZmbWCxe0D6fcTlrNHuROrszMzMzMbDJx4chwyi0gcZUee5APDmZmZmY2qHyzz8xGuQaJmZmZrcYXC2Y2mfhmn5mNcgGJmdla+GLRJhtfLJiZmQ0mSXtKerekUyQdJOkYSR+TpJbnHShp4RgxFkg6Y4xlR0k6tWXerpKOlvQ/kh4r6cmSPiTpE5I2aHnuPpIWSprVJvaacnqPpA9IOnyNH0CPXEBiZrYWvliceC6kMjMzM0uqAozLatOC0WURcVFEfBS4ETggIj4MXAM8sR4jIk4DrmwXPyJGqvXbLfsYcEfLvMURcQJwCfAI4BXAccAZwN4tzz0HWDhG7DXldDxwErBDu+Wl5BaQeMhYmxR8UWbWH1xIZWZmZpZExEhE7F6bRurLJR0E/IExCjlKkjSj+rs3MCsiLhxNs/DrbEIqdPlQybitXIPEbA18UWZmZq1ceG5mZv1K0oHAwcDmwJWS3gvsAlzV8rx5wG6SDmsTY3617GVtlh1cLdtX0iOAt0l6BqnwAkm7At+s/n8R8NOW9XcHnga8UdLUTnMCzgZuoaVGSmmK6L5gR1IAF5RPx0qLiLkA06Zv7Vo/ZmZmZhmW33SRb5qYWd+4f8WyvhhVVtJGwIqIWD7RuZQyLXO9YIx2Q2ZmZmZmw8SFI2bWD3qpwShpNjCn+ndpRJxfWzYHmF39uyQiFtWWzQO2rf5dFBFLRpdFxN87eN1tgXnVv7dFxJm95tSk3BokK4G+KLWyNYsIwfjUIPHdFTMzMzMzs2b1Sw2SYdRLDZIL1/osm1RcOGJmls+FzGZmZmYTy520mpkV4o4brRcuHDEzMzObWC4gMTMrxBe4Y3PhkZmZmZn1u9wCErd5MjOzjrnwaHC4MMvMzMwmq9w+SMzMbAC4XwvrlvcXMzOzwSVpR+C9wBnAFsAmwA7AkcA7gVuBKRFxUm2dmcBHgNuAX0TEubVluwIvAB4NnBgRvxuntzIhcmuQ3F80CzMza4Qvds3MzPIsv+ki16qzviRpgaTLatOC0WURcT1wavXvPcDm1eM7gS0j4lPA81tC7gxcC3wceGN9QUQsjogTgEuARxR/M30mtwaJ+y4xMzMzM7NGTWRNSN9ksH4VESPASAdP3TQijpT0GmAX4FxJbwLubXne5cAewGuBv7YGkbQ3MCsihn4k214KSBYWzMPMzMzMJgE3/bNueF8x646kLYH9gRnAUklHAdsAp5MKSdZnVQ0TACJipaR1gOnAKS3xngEcB3xb0q4Rsbjp9zCRFBHdryStBIa+9GgYRMRcgGnTt+5+Q5uZmZk1YLTZgi9+zcy6d/+KZR40pSHupNXMzMzMxtVowYhrk5iZTQxJ84Btq38XRcSS2rKDSLVJAM6MiNvGO7+J4hokQ841SMzMzJrjmhBmZjbeXIOkObmdrXqDmJmZ2aQ3Y6s9V6sNYWZmZoPLo9GYmZmZFdDPtUhceGNmZrZ2LiAxM6v4AsLMhlU/F96YmZn1CxeQmJlVfAFhNrm4UNTMzMzqckexcYefZmZmNtBcKGqWeDQhs+EhaUfgvcAZwAPA9sDLgOcARwD3Ao+LiENb1vsWcAnwq4i4pGXZUcDsiDik8TcwwVyDxMzMzMyMyVuryIUjZoNF0gJJl9WmBaPLIuJ64NTq8VnAl4GLIuJuUoHJRsDf24T9KzCDNpUhIuJjwB3F30gfyq1BArCwVBLWPN8ZMDMzM1sznyuZ2SCIiBFgpMOnvxb4UvX4nxFxgqRjJW0YEXfWYr4NQNJ/A78smvAA7LEi2QAAIABJREFU6aWAZG6pJKx5/sE3MzMzs9J8E86sv0jaEtgfmCHpCmCniPhEtXhjSW8HNgXualnvGGBd4Ko2MQ8GdpO0b0T8uNE3MMEU0X13IpIewM1zBkJECGDa9K3db4xZQT4hNDMzM7OJcP+KZZroHIZVbg2S+5jE1W7MzFw4YmZmZjacJsONMElzgNnVv0siYlFt2Txg2+rfRRGxZLzzmyi5NUjuARat9Yk24SJiLrgGiZmZmZnZRJkMF9w2flyDpDm5zWR8sW1mxuQd8cDMzMw658IRs8GQW0CyTtEszKzvLb/pIhcGtOETHjMzMzOz4eCOVs2sIzO22tOFAT1yAZOZmZmZWf/KLSD5Z9EszMwmARcwmZmZNcs3I8ysF7kFJOsWzcLMzMzMzKxHM7ba04UkNvQkLZB0WW1aUFu2o6RTJc2X9EJJR0i6RNIGkvaRtFDSrDYxD5S0cIzXO1TS0ZLe2ODb6gu5w/xOBRYWzMPMzMzMzKxnrrE5/Cb7qEARMQKMjLHsekmnArMi4ixJGwNbRcTdwDmSnjHGeqeNtQz4KfAO4I7es+9vuQUkAuYWzMPMzNZisp8MmJmZmYELwbr0WuBLvQSIiD8Cb5X0njIp9S930mpm1kY/Vs/1yYCZmZmZrYmkLYH9gRdKehSwU0RcVy3bHXga8EZJU1vWmwfsJumwlvnTJb1P0rHA8nF5ExNIEdH9StJ9wC/Kp2OlRcRcgGnTt+5+Q5uZDQDXrDEzM7PJ5P4VyzTROQyr3CY2vtg2M7O+4MKRycEFYWZmZuVImg3Mqf5dGhHn15bNAWZX/y6JiEXjnd9Eya1BsgK4uHw6VpprkJiZmTXDhTZmZjYRXIOkOe6DxMzMzCzDWIUj/diHkZmZma1dbgHJyqJZmJmZmQ0J1yoxM1udC45tUOQWkDxQNAszMzMbestvusgnyWZmk5ALjm1Q5HbSamZmZtaV1hNk9+FhZmZWlqQdgfcCZwBbAJsAOwBHAu8EbgWmRMRJtXWmAocDGwI3RMQ3a8seXsW7MSI+OV7vY6LkFpCsBBYWzMPMzIaIL3ytE95HzMzMuidpAbCgNmskIkYAIuJ6SacCs4B7gJ2q59wJbBkR75N0LvBgAUlEPCBpIakQ5er6a0XE/0n6JDC/obfTV3ILSKYAcwvmYbYaX1yZDTZ/f83MzMyaURWGjHTw1E0j4khJrwF2Ac6V9Cbg3jYxF0s6lFTL5KyiCQ+QXprY7FUsC7MWvrgyMzMzs2HiG4A2HiRtCewPzACWSjoK2AY4nVRIsj5wapt1XgesB/y2Zdn61bJdJZ0XEYubfg8TSRHR/UrSrcA15dOx0iJiLsC06Vt3v6HNzMzMFzVmZtZX7l+xTBOdw7DKrUHiDWJm1oYvpMyGj7/TZmY2bCTNA7at/l0UEUtqyw4Cplf/nhkRt413fhMltwbJLcC15dOx0lyDxMyscy7gMjMzs37nGiTNmZK53vpFszAzm2SW33TRRKdgbbhwxMzMzGzyyi0gMbNMvjA28IW4mZmZmVm/yS0gub1oFmaTiC+MzWy8uEDWzMzMrHO5BSQbFs3CzMzMinOBrE0UF86Zmdkgyh3FZl1gYcE8zMzMzGxIuHBucnEH12b9Q9KOwHuBM4AtgE2AHYAjgb2BxwBTI+L42jozgbcBDwMui4jv1JZNr+LNiogjxut9TJRehvmdWzAPM5skfBJlZmY2XPy7bja+JC0AFtRmjUTECEBEXC/pVGAWcA+wU/WcO4HzgN2Bf9bjRcRdwIclPRp4VcuyFcBxkj7ZwFvpO+6k1czG1aCeRC2/6SJXGTczMzOzCRcRIxGxe20aGeOpm0bEkcCFwC4RcXtEHA3c2/pESdsBbwb+q6m8B0FuAYnHXTazvla6MGPGVnsObOGOmZmZmU0OkrYE9gdeCGwk6SjgKcAfJb1L0tHAjJZ1NiI1yfkL8Kw2Md8M7CZpj6bzn2iKiO5Xkh4AfCt1AETEXIBp07fufkObmdlQcNM2MzOz4XH/imWusNCQ3D5IzMzMbEC4cKR7LlQyM7NhJmkesG3176KIWFJbth+pc1eA8yNi6XjnN1Fcg2TIDXMNEp+8mpmZmZnZZOMaJM3J7YNk6C62bfC4cMTMzMzMzAaFO/zvf7kFJCuLZmFmZmZmZmY24NZUCOIbvP0vt4DEwwObmZnZ0PBdPTMzK8GFIIMtt5PWABYWzMPMzMxswviE9qHc15eZmU02vRSQzC2Yh9mk5pNQMzPrN/5dMjMbPJJeCDwdmAUsA+4GDoiIPVqedyBw+OigHi3LFgDPj4j5zWfcX3oZ5nevYlmYDYFeCjl8EmpmZmZmZp2oCjAW1GaNRMRI9Xg5aYje9YBPA1sBU1tjRMRpkp7RLn5EjEiaXTbrwZBbQHI/cHHJRMwGnQs5zMxsvLkGopnZ5FMVhoyMsXgn4M3AHqRKDXsCHx2n1AaeO1s1MzMzG0AuHDEzszZuBY4F5gNXA9Mj4rbWJ0maB+wm6bA2y+ZXy17WdLL9RhHR/UrS3cCl5dOx0kbblE2bvnX3G9rMzGyc+aLfzMxsze5fsUwTncOwym1is07RLMzMzGzSc+GImZlZM6o+ReZU/y6NiPNry+YAo32OLImIReOdX7/opZNWMzMzsyJcOGJmZtaciFgCLBlj2SJg0haK1OX2QfLPolmYmZkNgOU3XTTRKQwtF46YmZnZRMutQfIAsLBgHmZmZn3PF/FmZmbWLdeSHBy5BSQbAHML5mFWnA9EZmZmZmY20XxNMjhym9hMLZqF2VrkVGv3gcjMzMzMzMw6lVuDZGXRLMzWwoUdZmZmZmZr51rUk5ukFwJPB2YBjwAuAJZFxLdbnnc4sCkQEfGhlmXvAdYDbo6Ik8cl8T6RW4PEzMwmqeU3XeTOSs3MzPqUC0eGn6QFki6rTQtqi5cDmwDrA1cCAqa3xqgKPj4KbNNm2fHAScAOTeTfz3JrkLhgxcxskvKJl5nZ4HLtArPBFxEjwMgYi3cC3gzsATwsIn4g6SRJp0XEfaNPkrQe8GHg+NYAkjYB/gP4YPHk+5wLOszMbEK4FoqZ2fhz4YjZ0LsVOBaYD2wi6RhgRb1wpPIt4F5gnzYxzgZuAfZuMtF+pIjofiXpAcBntgMgIuYCTJu+dfcb2szMrM/5briZmU02969YponOYVjlNrHxxbaZmZlNOBeOmFkvXMhqk4Wk2cCc6t+lEXF+bdkcYHb175KIWDTe+fWL3BokK4CLy6djpbkGiZmZWf/yxZmZmXXLNUia00sNkoUF8zAz60u+eDGzJvn4YmZm1j9yC0gEzC2Yh5lZX/LFi3XDBWpmZmZmg8uj2JiZmVFmVB0XjpiZmZkNrl76IFmnfDpWWkQI3AeJmZmZmZkNt8lSk9N9kDQnt4nN/biTVjMzMzMzG3KT5aJ7GEyW7SRpAbCgNmskIkaqZS8Eng7MAm4G7gI2iIgPtsRYD/gi8O2IOKM2/5HAq4AtgdMi4hdNvpd+4yY2ZmZmZlZEiaZqZv1mslx02+CIiJGI2L02jdQWLwc2AdYHZkXExwEkzWoJcwTw9Tax/xQRxwPfA7Zv5h30r9wCEjfXMDPrc75QMbPx5gtJM7MJtxPwZuBLrBpYZbXrd0k7AxsD+wL7tAaQtBswD/hqk4n2o9wCEvc/YmbW5ybqQsUFM2ZmZmYT5lbgWGA+8ElJ7wCIiDtGnxARv4mIdwPfAc6pryxpe1LTm9tITXUmlV46aXUfJAMgIuaCO2k1MzMzM+s37t/EcriT1ubkdtL6z6JZmJmZmZmZDaBeCjlcOGLjRdIcYHb175KIWFRbth+p3xKA8yNi6Xjn1y9ya5DcDnyqfDpWWkQcB65BYmZmZmZm1oTxrgnkGiTNya1Bsh6rOnwxMzPriKsSm5mZ2bDxuc3wyO2kdWrRLMzMBog7Ic3nEwgzMzMz61e5BSRmZpOWL/LNzIaHC73NzGxUbgGJ2zyZmZk1wBdrZuPLhd5mNkwk7SXpCEkLq7/vl3Rom+ftUz1nVptlB0paOC4J95ncAhLXPDEzM2uj1wIOX6yZmZnZmkhaIOmy2rRgdFlEXAB8BrgOuB1YQepDdDURcQ6wsF38iDgNuLKJ3PtdbietZmZmA2W8Ooh1AYeZmZk1KSJGgJE1PGU+cGZE/BhA0pGSHhMRvx+XBAeYa4KYmdlAcM0MMzMzs448Fzhb0oskvQd4DPDn+hMk7Q48DXijpKkty+YBu0k6bLwS7heKiO5Xku4Hfl4+HSstIuYCTJu+dfcb2szMzMzMivFw91bC/SuWuU/QhuQ2sVlZNAszMzOzIeSLITOr8/HAJoqkbYF51b+3RcSZtWWzgTnVv0sj4vzxzq9f5NYguRc4vnw6VlpEHAeuQWJmZmZmg8UFjGbtuQZJc3JrkAiYWzAPMzMzM7Oh44v8fP7czGy8uZNWMzMzsyHWawfH1htf5JuZDY5eOmmdutYn2oSLCIGb2NhwGz3590momZmZmQ07N7FpTm4TG49iY2Z9wwUjNhm52r6ZmZlZWblNbDyKjZmZ2QSasdWebjphZmZmq5G0l6QjJC2UNEfSGZKe1OZ5r5T0XkmfaLNsf0lHSXrP+GTdP3ILSNxcw8zMbALUC0Vcg8TMzGzykbRA0mW1acHosoi4APgMcF1ELALOaBcjIr4WER8BZrVZfB6wCbBuA+n3tdwCknWKZmFmZjakStfycKGImZnZ5BYRIxGxe20aaXnKfODMNcWQNEXSB0iFKa3xb4+Io4F7y2U9GDyKjdk4cnV4s8nHBRpmZmY2zp4LnC1pR2Af4JWSNm55zqeBzYC9JK02AIukd0k6GpgxLtn2kdxRbG4Bri2fjpUWEXPBo9iYmZlZPncKbGbWPzyKTXNyR7H5B7CwYB5mZmZm1qdcODL4XMhlNrlJ2haYV/17W0ScWVs2G5hT/bs0Is4f7/z6RW4NkruBS8unY6W5BomZmdng8kWtmZm1cg2S5riTVjMzM7M+NVo4svymi9yPlZmZWcPcSauZDS1fTJjZsJix1Z6uSWJmZtaw3AISV+kxs77niwkzMzMbBL6pY9YfcgtIXPPEzMzMzPqamybZoPBNHbP+kDuKjZmZmZlZ36l3bOuLTjObbCQ9GngNcBfwO2Bn4G8RcUrL814PzASuiYif1OZPB94LzIqII8Yt8T7hmiBmZmZm48S1GZrnQhEzG3aSFki6rDYtqC1+PXBb9fjVwN3Aypb1HwbsByxvXRYRKyLiuMaS73O5BSQeMtbMzMysS754t8nOhYRmvYuIkYjYvTaN1BavB5wHLAZeFBH/DTxW0qa150wF7o6Ik4EDxi/z/pfbxOYBYGHBPMzMzMysUm8mYjZMvF+bNe5U4GBgHeA4Se8ApgO3jz4hIu6Q9FtJbwOuaw0g6c3AbpL2iIhfjE/a/UER3VcGkbQCuLh8OlZaRMwFmDZ9a9f6sYHkiwQzMzMzs1XuX7HMo8o2xJ20mllfa1c44kITMzMzM7POSZoDzK7+XRIRi2rL9gM2qf49PyKWjnd+/cI1SIaca5CYmZmZmVmvfIOqf7gGSXNyC0juJ3XsYn0uIgQuIDEzs7JGO1r0ybKZmdn4cgFJc3Kb2NwH/LxkImZmZjY4WgtGfGfRzMzMBl3uML/3Fc3CrCAPH2dmNv5cOGJmZmaDLreA5N6iWZgV5JN0MzMzMzMbi2+o2lhym9isXzQLMzMzsxZutmNmZk0Y5t8WSfOBZwF/AG4AdgEeA7wpIu6rPW8f4InAZhHx7pYYC4DnR8T8cUu8T+TWIDEzMzNr1DCfwPYD30E1MxtMkhZIuqw2Lagtvhv4B7AO8KOIOIHUAmR6S5jzSBUfNmyNHxEjwI2NJN/nckex+TVwVvl0rLSIOA4m9yg2vgNpZmZmZmbDopNRbCS9BLgD2BW4LiLOGeN57wI+EREPtMz/ZEQcUSLfQZLbxGZDYG7BPMwa48KRZrjgyczMzMysv0iaCzwVeDSpmc2T0mxdGhG31563AJgFPLJN4ch8YDdJL4uIb41b8n0gtwbJ3cCl5dOx0iJiLvRPDRJfVJuZmZmZmeXrpAaJ5cmtQbJO0Sxs0nDhiJn1OxfkmpmZ2bCRtC0wr/r3tog4s7ZsDjC7+ndJRCwa7/z6RW4NkhXAxeXTsdLqNUhGO2Pzib+ZmZmZmdlgcg2S5uSOYvPA2p9i/WbGVnu6cMTMOuLRLczMzMxsssktIFlZNAszy7b8pot8MWvFuTDVzMzMzCab3D5IzKxP+ELWrDdufmhmZmZmkF+DxMzMbCi4+aGZmVl/ci1pG2+5BST3Fc3CzMxsiPiEzszMrHe+gdGepAWSLqtNC1qWv0DSmZJeKekISb9oE+NASQvXEP+MhtLva7lNbO4BFhbMw8zMbGj0ekLnoYbNzMxsLBExAoy0WyZpN2A94PcR8TVJOwFT28Q4TdIzxoovaXa7ZcMut4BkHWBuwTzMzMys4sIRMzOzwdCHNzX2JVVo2K0qLHk58NGJTWlwuA8SMzMzM7MB4SZ8Zv2lzwpHiIiPRMQngSuA3wHTI+K21udJmkcqRDmszbL51bKXNZ5wn1FEdL+SdAtwbfl0rLSImAswbfrW3W9oMzMzM+s7fXjH2szG0f0rlmmicxhWuQUkdwIPK5+OlRYRAheQmJnZQ/kiy8zMbPDkFJBUfYrMqf5dGhHn15bNAUb7HFkSEYt6z3IwuQbJkHMNErPB5gtYMzMzM6tzDZLm5PZBcm/RLMzMrC0XjpiZmZn1D/cDNNzcSavZEPEB28zMzMysOb55NdxyC0hmFs3CzIrwAdvMzMwsj280mVluAcl9RbMwK8w/cGZmZmbWDd9osmEgab6kT0k6QpJq8+dIOkPSk9qss4+khZJmjW+2fSgiPE2CCVjQ7zEHIcfJ+r6dY//GdI79GW9QYjrH/o3pHPsz3qDEdI79GW9QYjrH/oxXjwksAC6rTQtqz9kb+BDwLmBqy/qHAE8aI/ZxwKzSOQ/a5D5IJo8FAxBzEHJsIqZz7M94gxLTOfZnvEGJ6Rz7N6Zz7M94gxLTOfZnvEGJ6Rz7M96DMSNiJCJ2r00jo0+IiHMj4ljgBmCvBnIYai4gMTMzMzMzMxsCkuZKejewD3BVbf6O1bxXStq4ZZ3dgacBb5Q0dTzz7TfTJjoBMzMzMzMzM+tdRCwEFraZfz1w0BjrXAY8r9HEBoQLSCaPkbU/ZcJjDkKOTcR0jv0Zb1BiOsf+jDcoMZ1j/8Z0jv0Zb1BiOsf+jDcoMZ1jf8brKqakTYD9qn9XRMTXa8u2BeZV/94WEWeWS3GwqeqQxczMzMzMzMxs0nIfJGZmZmZmZmY26bmAxMzMzMzMzMwmPReQmJmZmZmZmdmk5wISMzMzMzMzM5v0XEBiHZE0q99jSnpC7fE6ko6VdKakj0hav+RrlSJppqQn9/JZ1N93aZK2qPJ7sqQtCsRbp828zXqN2xRJh090DsOi6km9l/Wn1R7PlLR7rzFLkrSlpM9J+qykTSUdJ2mxpNMkPSIzZvHj7hpea2bmettKWq96LEmvlfQZSW+sb7MuYxbd1pI2knSCpN9Iuk3S3yRdV80r8hn30744FkkbSnqKpI0Lxty0VKxSJG0i6T8k/Xu1Tx4j6QeS/qvke69eK+t7U9p4HitySZouSbX/nyXpHZL2nci8JkI/n/dY/5H0XEmHStquZf7rJiaj4ecCEuvUrZJ+Wn1BS/0Ql455au3xCcAOwMeBGcDncwJWJ5THS/qKpINalp2cEe/k2uNnAkuqHBdLen5OjsAVkn4n6T8lzc6M0ZrnkyT9kjSG+seq6QJJv5T05Ix4z5L0Z+Avks5pOcifk5njzpJ+LOmHkraXdKqkOyQtkvS4jHhHtkzvAD44+n9mjqX3n6LxqvVeV3u8jaTzqs/xYkk7Zsbco7oAvVbSUyWdC1wq6U+Snp4R7xDgZknXVyfTVwMfBa6S9IrMHIvuP6TjzxLgT8DPgOXA84GLyDz+0MxxdyxLMtf7EavOJU4AXgD8CvgXMoY3bGJbA6cBtwNzI2KTiNgUeFY177SMHI+tPZ4t6Xrg15JulPTUnAQl7VodX/8kaaR+IS9pUWbMr45eiEl6LnAN6bO8UtIBGfFOqMXbXdLvgV9J+qOkvTJzLP6+ga8CGwBPIX0XtyS97+Wsfp5QQu73ZkySfpyxWvFjRQPb5lJgVrX+u4APk87PjpR0fGaOt0k6RdKzpVWFL70oHVPSvpL+IOnnknaTdC3pe/NnSc8ukHKRm23jQYVvOknaQdJLlXnuK+nNtWPaDpIurM4DfiVp1x7ymiJpSvV4erVtsgrRJX0EOAbYFThP0ltqi9+cm6OtRUR48rTWCVgM/BvwNeBvwPeBlwMz+iUmcEXt8ZXAOtVjAVdnxvwu6aR/PnBm9f+61bLLM+JdXnv8M+DJ1ePHAJflvm/g8aSTjf8PuAo4Gtiuh21zJfDUNvOfBlyVEe9SYJfq8f7A74CntW63LmNeCLwQeAXwx2rfUTXvvIx4/wC+BfwH8P5qun30cZ/sP0XjtdknTwMWkC54X5zzOVZxFpF+zJ8O3Ao8s5r/ZOAXGfEWA5sBjwbuBLav5m/Rw3e79P5TP/4sbVl2ZWaOpY+RR44xvQO4LTPmktrjXwNTav/nHCua2Na/zVm2hnXq35kfAvtWj+cAF2fm+HPgeaQLyHcC19bee+4xcnHt8cVUvwnV55u1bWqPfwb8S/V4R/J/v5p431dWfwUsa7esy3hNfG+ePMb0FOAvOdum5LGiiW0DXFN7fNlobsC0Xr7bpIvEXwDLgE9RnVv08L6LxiSdTz2O9Hv4N1ad+zyO/N/tk2uPnwksrb6TfwKe38v7H+P1fpyxTrvvy62j/2fm8TNgs+rxq4HrgVOq/f8tGfGurT3+IfDi6vFcMs5VqnXnAzcDfwFeRLphcB7wZ+CFGfEWA9Oqx7NINyVOqv7POkZ6WvvkGiTWqfsi4gcR8UpgG9KP8IHAnyV9vU9ibiTpxZJeSrpovA8g0lEkMnPcPiKOjogzImI/4HLgfJWpVrxhRFxe5fh78mt0RURcExHHRMQOwGHAw4GfS7o4M+YGEfGrNi/0S9KduW5Nj4hrqxjfIf2AfFnSfPK3zcMi4qyI+AZpX/pmJGcBOdWodyFtgw2A/4qIDwC3R8QHqsc5Su8/Te6PADtGxEhErIyI7wG5zQbWiYjFEXEJcEtE/Byg2t9nZMR7ICJujYg/AHdFxA1VvJsz84Py+0/9+/u/a1jWjdLHyI+Q3tvDWqaZPeT4J0nzqsc3Ao+EnppeNLGt/yjpKNWaCSo1H3w36YKiF1tFxI+rHBeRt39D2h/Pjog7IuJE0gXa2ZKeRv4xcoqkDavHK0kXUUTEraSL0m5N06rmTzMi4tIq3vXAupk5NvW+NybtizNV1Vis9snpGfGa+N5cCpxIqkFan06kqmXRpSbO0UpvmzslPb56fCuwXvV4Gvmf490R8d8RsQepAGIZcLKk31d33vsh5sqIuK76PbynOo8iIq4j/30/rfb4P4H5EfEsYC/ggzkBtao5dev0FOBJGSE/ADyV9D0Z/b5MZdX3J8fm1fEL4K3A0yPi36vXOSwjXv04+PDqvIeIWNhDju8Hngg8A/gKcHBEPBvYo1rWdY4RcX+V1x2kmzgbSvo2eccz60BW+2CblB6sZhgRy0l3mk+TtBHpYrcfYl4A7Fc9/qWkLSLiZklbkn6Mc6wraUpErKzy/LCkZaS7zzltj3eWdDXpvW8naeOIuL2qipd7oFutCmh1kr5IqYnIv2bG/LGkH5Iu9EYvIB4JHAycnRHvPklbRsRfqxyvraqW/gDYPjPHqbXHn2hZ1vVnGRFLgQMkvQg4V9JJmXnVld5/SscD2EbSp0n70eaS1hktXAQe0mdMh+onfe9pWZazny+tqmA/DPiNpI8DpwPPId2lyVF0/wG+L2lmRNwVEfUmGDuQ7nLlKH2MvBw4IyJ+/ZAXkv49M8d/B/5X0nHA30nNN64kXeTlNE1rYlu/jFSr7oJaIclfSbWwDsyI9xhJZ5K2zzaS1o+Ie6plud8ZJG0UEX8HiIifVYX93yW/oPIDwM8kfZZ0N/zbVd7PIu84fjLwI0knkC6UP0XaNvNId8mzNPC+jwd+Uz1+HXBK1VLicaTPpFtNfG+uA14fEb9rEzOn0K6Jc7TS2+YNwNckXQX8H3CZpAtJtQ1zCzPq73spVZNgSTuTvvf9EPMOSa8HNgRul/R20vZ5DnBXZo51q91sG23akeFS0nl0u2ZFOYV2u5AK/TYAPhAR90h6TQ83nCCdS24dEctIn93d1fx7Wf03vVPfkXQqqVDpe5KOAL5HOqYtzU1y9FxX0tKI+G0174+Z2+YGSXtFxAVVnAeAQyV9CHhpbo62FtEH1Vg89f8EvHMQYjaQ48eA57SZ/zzgdxnxHtUyTa/mbwa8JDPHgxp67/uS+k44q5o+T2bVTdKJwBPbzN8IOCYz5uuBmW3m7wB8ssf3vgHwX8CFfbb/FI1Xrfualmnjav6WwEcyY+4HrN9m/vbAURnxNiQVtBxNKgh6Kalw7bPAI/pt/yk1lT5GAjtRVU9us2yLHmM/jlSd+KWku3lTMuMU39YNbJe9WqaZo58h8KbMmAfRpho/sC3whR5yfSyp/43vVcfxzwHP7SHeXFJTxCtIVb9/RGqWt06fve+prKqWPg3YvYdjRfHvDamp6U5jLJufEa+Jc7Ti26baLvsCbyM1uXgZMKuHHD/RwPsuGpN0c+l/qu/elsDbSf0B/RB4XGbMe0j9My0mNQ8e/d2eQq0pU5cxrwEeO8ayP/Xw/l9EKqDdH/h9j5/lXFJTrw8C/01qOvh+4Nzc7wBwCKkZzK3VZ7mEVGC3UWa8K6h+/4A5tflTc7YNqVZi26ZywNYl91VPqyZVH7DZwJM0ndTm9qaI+KlSJ5bPIN2pGYlVd8V6YG9FAAAgAElEQVTNOiJps1hVndMsi6TXRsSXJjqPdiQ9PCL+r3DMTSLitpIxe6XUSel8YOtq1jLg+xGRU5PCBoykj0TEeyc6D7MSJD2qZdZfImJF1eHov0bE6Rkx9yf1M/TbNsvmR8QZmekiaQPgOFLfdrk1m0djbUQqvNuRVPj5Z9Kx/DdrXHGcSPoX0uf4z5b525H6Y/tqRsyNSDfC6r9fP4nU5MYa4D5IrCNKPdb/TKlX/EdKOlfS3yVdKmm3Pon5JdIICm+T9BXgAFaNpnBKTo5tcn6m0qgm+2SuP1PSB5VG9/i7pFuUeok/pER+bV4vpzf8tcXsemSKtcTLylHSNEmvl3S2pKur6ceS3qA2wwl3EK9dT/O/VMGe5qvXOb9UrBLxJH1C0h6l8qlirqln+Mevbf028aZW2/o/W3NVbUSRAnnnNoVZm6wqxSo8dLDS8Kf1aVNSc7yNld/DftERi9byWlnHHkmfJN2xvoDaqFzAW6tmIt3Ga2JI5+LD1NeOkT8ucYysYu6sNLrHzJb5z8uM18Rn+emW6TPA4aP/58Rcw2sV+z3s5ViuBoaylnS6pFe2busecnxe7fFGkr5Y7ZNfV61/oC5jrq/Uv9C7JK0n6ZDqe/OxUnlXr5P926CWIX0lvaraFw+T8kbJiYg/tkwrJG0aqf+mrgtHqpjfaVc4Ui3LLhyp1r87It4FvKSXOFWsv0fE5yLi7RHxloj4aC+FI0rn5ftLerukt0p6nvKbKRERl7YWjlTzb8wsHDmY1MxvLrB+NT2LNHLawbl52pq5Bol1RGlIt/eT2iF+DHh7RHynunD8UETkDN1ZNKakqyPiCUqdyC0jdZ73QPUDdFVEPGEtIdrmGBFzqseHAW8iVVXeBzgrIk7oMt73q/V/Smr7vgHwTeBYUm/7Xd/h0tjD7gr4QURkXUitIeZVEbFNl/GayPEbwB3Al0l3ECB1TvcaYJOI6KqtsFK/Ca8g7Y8/AF4QEb9UGvL1axGRM7zx1a2zSHc9RtukdrVPlo5XxbyFNIrL5qSq89+IiCu6jdMS89qI2KV6/EPglIj4nqS5wIcjdX7XTbxTSCcFi0g9118QEUdWyy7P3Db/YFVHg6MnqeuTqi5HRGzYdsWx47VumwcXkTq/7boTS0lnk6phb0C6Y/Y14OukmhDPiYgXdRlvJWlb121D+v5ERDwmI8dFwKGk5jBnkZoH/Lz6zn8mY1sXPfZUMa+PiIcMWV39NlwfEY/tMl7R7VLFfHA/Vup3ZVNSof98YNOI6PpEuIFj5FtJv4HXkTptfFtEfL81/y5jNvFZ/olUAHYOq77bJ5JGYiEivtxlvCb2ydK/DT8Bzge+HKv6P9iStK2fHRFd39RR6t/qElJ/DD8FvgH8MCJWdBurilffx08h9QP0BdJF814R0XVfKZJOI/WTNoPUFOo60u/YfsCWEfHqjJilfxvq7/tYYE/SPv5vwJ8j4u0ZOZ4AnBgRt0randSnyUpSH0gHR9VfRS8kPZM0Mtc1EXFOxvr7kvotWga8hTT89rqkznlfExHn9Zpjy+uNRMSCLtc5kHRcuJpU6HAxqfLArsArI2JxRh4zgaNIzUO3AVYANwCfj4hTM+L9llTz5o6W+RsDv2r322YFNNFux9PwTax5CMvcofiKxiS1n5xO6m3+H6QTQEgH4+sK5HgpqQdtSCdzizPiXdXy/6XV3ynAbzJzfIB0YvSzNtPyHmL+HvhDbRr9f0Wf5Hh9zrI1rFMfuvNPLctyh2k9k3RSsDOpz5ntSCdzjwIeNdHxqphXVH93BN5Hat/7G1Lh5Y6ZMX9be3xpy7Kuh3Osr0OqUjtC6hxy3R6OP58mdUK8RW3eH3JiVeveTLpofFTLtB2p2V/2tqke9zx0MKnN/9nAriXec5scr2tZljOUddFjz+j+QzUkbcv8OeQdx5sY0rmJYepLHyMXs6q/le1IQ7W+rTX/PvgsHwZ8knQRulU1L7vvg4b2ydK/DUWHsq5vG1K/QK8m9TdzC6ngbp+MePXf2CtbluVu6/qQzn9l1Y3fXr43pX8b6vv45aRRAiEVZnR9/KnWbWLI7UW1x4dVx6H3k/oPOTpn21B+eONNxpg2JRU2dRvvaqr+0kh9Af6kevwE8ods/z6pX5NtSB2Vv4/UF9SXyejXjdTJ+0P6QyH14ZfV95yntU8excY69U+lZiUbAaGqPaKkvUgnD/0Q84ukC7upwDGkHvt/TxoO7ZuZOY4OFziF9MN7C6TqgpLuz4h3t6RnRrrDuh9wWxVvZW5VS8r3hg/p5O/ZkXpwLxGziRxvk3QA8N2oRnWpqkUeANyeEa94T/MRsZ+kF5Mu6E+MiDMl3RcRrXfxJyTeaNgq9vWk4QL/U6m6/ytIJ8Q7ZMQs3TP8g6PKRBruboGk/yAVumVVo46ItyoNX/gNSWeQOnyLnFiVH5AuHh8ymoekhZkxiw4dHBEfl/Qt4KTqe/d+envPrXmUGLGo9LEH0snq5yQ9jFU1KR5JGnXnkIx4TQzpvFH13Z5CyzD1knK3Uelj5JSIuKvK68aqRth3lPpDyP39Kv5ZRsQ/gCOq7/fXqlpsvTQpL75PNnAs/6Oko0g1SG6uctuCtH/nfm9GfxvuJA1X+hWlZnkHkDpR7rZWwcMlHUnaVzaUpKiu9OixyX/1PfnRaLxevjcN/DbMUGo2PgWYGhF3V69zn6Tc8+dpkkaHf11tyG1JuUNu15vdLQD2johbJJ0I/BLoqsY01fDGAJJWG95Y+U1YRmu81o83Uf3/8Ix4ApZXj+8ejRERV2vVEOnd2i5W1RT5hKRLI+I/Jb2W1AFstzXFPwxcLukcVn2XtwX2Jp2zWQNcQGKdegOpGcxK4LnAG6sLoGWkA+mEx4yIk6qTfyLiJkn/S7q4/UKkoW+BVC0tIjo9OdwI+DXpIBqSHhERf6mq0OWcEL6BNOTgY0l36g+tctqcNEpDjuMY++TiLZkxP0mqidPuYvZjGfGOo3yOLyeNznCypNtJ22Mj0t2Ul2fEew2pqdNKUhOqVwA/If0YH5aZI5GalpxDKng4lB7HrS8djzb7cURcTbqz0nrB25GIOEapX51vkEauWZf0nT4DeGVGyMskPS9qHWpGxAcl3UQaGSBLRPxa0nOAN5Oq5K/XQ6xD17DsoMywxYcOjog/k4az3o/U839W/xY171M1zG3U2qlL2p6HXvB2ovSxh0hDYD61anLwYCd3UTVFyNDEkM5NDFNf+hh5s6QnjRYCRsRdkv4N+H+kKuk5mvgsqfL7taR5wOHAz3sIVXyfhOLH8vpQ1qMXijeTP5Q1tLkxEBF/I41o9/mMeF8g1e6BdDd9M+CWah/PHSb6str+87rRmdXx5x+ZMYv+NpCGJx8dSv622nnkpkDOjTZoZsjt0jcEmxjeuHRh5Y9In9+FpE5Qv13F2oT8Qt+iN0Ij4stKw7M/l1W/XwuB93RxLWNdch8kNukos610S4z1SdUv/1AoLetBdaIxevLWtyQ9EXh6ROScXDYSb/TkskQ+g0ypQ8jdIuJHBWMeHhEnl4pXmqQZwPYRcc04vNZnIiK3MLTE628JEBF/rQqk9yQ1a1wyUTmNpxLHSEnbAPe3K1iStEdE/KJ63M1NiAkj6ZLI6D+tCaV/Gyz1MRQFLnKa+G2o4k4l1Ra7J3P9ucAbWTWay59INyG+FBmjNkq6kXSDSKRaGXvUbgj+PCKe1GW8R7LqptMHSDedDiXddHrnaO2SLmO+qcrlqjbL3hIRn8mI+XxgNqkJ/LnVvCmkZo73ZsR7AmlgiB1JTf9fV9Xs2Rx4RUR03VF0rbbQaB8nO5OaDfbVaHHDxAUk1jNlDmEp6amkNut3VifqRwNPphqDPCL+XjjV0de9IiI6HiVntCpgVfo7HXg8cGPOgWm833MP26bokMlVafybgZtITaHeS2qXeh3pffd8Mi3p0cBuwJLI6NFcLUP6SnoVVR8FpE5Gsw+WktZp/cxaX6+LWO0u9H4bEdfm5lc6x2rdOSnNuFTSbNLdmd/knmSWjlfF3JDUr9ANLfOfUNWi6SbWka2zSDVwPkJK/BMPWakHOd9tpU42vxcRuVXus/VSMC3pfyOjk9La+q8nHWtFqlFxCOnE9ZnAxyLii7mx27xW7jF3P1L7965PyLt4jZ6OkV28TsfbutonT69qNo2rbs4FSh4rWtYvetwd4zWyhxlv4rjbEv/8iJhXIlYtZk/HiypG6d+vRn63x0PrDcFBKQDNUX3PH0sqfOiL96hUG/fjpH5c3kaqbf4HUgHMURHxjYnLbni5gMR6JmlpRGybsd61wBMj4n6lofLuAb4DPLua3/NwYGO8bjcnb/OB/yGVgL+BdGF/F6m39DdGxFldvva4vucets3XSHck1ieNgjCTVH3z2aTjxmu6jPcjUkHDhqQOuhaTqlruTXrfOSMVnBFVr/eSXkSqBr0Q2INU6HJql/Ga6Gn+WaS22+uROmdbEBE3tr5eF/GKX+iVzrFa7/3AvqR96FzgqaRq/XuTLgI/PJHxqpgHkvaZ/yO1vT4kqnbcmdvmH6TquteyqmruEdVrEBFZQ/2u4fW6/m5L+jupnfUNpOZP346qGnXTOv1Mq6rEq80ijS5wPqS+GzJeezFpn5lBunu5Q3WhsjHws27vjK7ltXKPuctJ2+bHpG3zk4jI7Z9gNGbRY2QXr9tNwcMg7JNFjxXVesWPu2t4rdx9svRxvIlR2Jo4XpR+3038bk9kwWKJWtj/EREfzFy3WOGVpK8CR0QaDei5pGZg15MKSd4ZEd/OzHFnUnOYX0Wthq5amgp3GGsxaZ9+GHAVqTbTDUp9DJ2b872xDkQf9BTrqf8nUn8E7abFwL2ZMa+rPb68ZVlWj+Ydvm7HvWcDVwBbAo8G7gR2quY/ioyewpt4zw1tm6urv9NI7ZinVv9n9QzP6j3NLyv0vus9w18MPLp6vBktowVlxCvV0/ylwC7V4/2B37GqJ/eckZoWkwqtNiUV1G1Zzd+4h8+xaI61PKdWud4JbFjNn5G5/xSNN7rfAY+oHs8hdfD84h62zbak9ssfZVWv+NkjZ1TrF/1uV8ezKaQ+dr5I6vDubFL/Ow/rJdcOXruj42713fsqMBfYq/r7l+rxXr2+duuxIXNbN3HMvaL6Hh8GnEc67n4+9z23vjcKHCNLb+sB2ieLHiuq9Ur/NjSxT5Y+jjcxClsTx4smfr9K/27/nVQj9yJSHzub58TJfO2sfb4lxtLM9d5P6jD2MuB4UkHY+4ALgWNytk3t8cWkDlZ7OkYCbyUV+p0B3Ai8qL6/ZsS7svb4ppZlWec/ntY+uZNW69QWpA6CWquciXRQyXFNrernVZJ2j4jLJO0IdN1+sgtddZIUVXvr6i7M6J2OPyqvF+4m3nMT22ZK1cxmA9IP+0akjqbWZfWezruJtzGpBHympO0ijYKwKfkd09Wrv02LqvpnpDsBKzPiNdHT/PSoqtBGxHckXQecLundLfl36r5I7ZXvkXTD6L4ZEbcrf6SL0jlC6qfggVqed1bxl2dum9LxIG3jv1RxFlV3dH+g1G666/cdqdO4A6o79edKOikzr7rS3+2INJrJOcA5ktYh3Sl9BXAisHkPua5Np8fd3UnViI8B3hURV0paHhEX9PDaUWvK8IIHE5LWI2/0jCaOuRGpSvcXgC9UVfIPBE6QtE1EPDInZu1xiWNkEwZhnyx6rKiUPu42sU8WPe5GM6OwNXG8KP1708Tv9u+Bp5A6PH0Z8AFJvybVwjo90khOTekoZ0l3jrWIVNiUY3/gSaRz0b8C20Rqsn4i8CvSiC/dmCJpw2obr6TqiLk6RuZeIx8GPCVSJ9bbkUb62i4iPkWX1x+VpZKOJ50//0bSx0k1up9DKgy0BriAxDrVxBCW/w58qmrOcCtwiVIv1H+qlvVEqRf8J5JqbdQ74nt2l3GmVCdw9R7Sp5J3Yd/Ee25i25QeMvn4Kh6kz/GU6sRgNqnzrhxPrH6ABayrVT3DT6/y7lYTPc3fJ2nL2gnRtZKeTdpm22fEK32h10SOACtUjWxCOokbzXMj0knIRMcD+Iek7aPqU6Da1nNJd312yYxJRHxf0k9JIzf1Wv259Hd7tZOzaj86EzhTqZ15kz7VyZOqY+1Jkr5d/b2Z3s9VXsyqIUvr22RT4B0Z8Zo45rZum78CnwY+rTSMbo7Sx8hOdXMRMJH75Ks7fF4Tx4rSx90m9snix90oP6pbE8eL0u+7id/tiSxY7NQdwL9ENex0nfKHbC9dePUB4GeSPgv8gnSueyapSUtXTWFqSg+H/irgTaRaQ0eTCkLfQ2ouekhmjrY2TVVN8TQ5J2DjjHU2JBVkPIXUEVRWTFIb0c2qx68mtSM8hVS98S2Z7+dfgPXazN8OeFUPn1OR99zktgG2AraqHs8ildzPyY1JOiGfVj2eRrrz84iW5+xS4H3OIo0GUOpzm0rVZKLbHEkl/E9sM38j8qqDbjv6GbbM3xp4Tub7K5pjte66Y8zfDNi12/2ndLzquU8k9UXROn8d4JWl9p828b/bQMxOP8cdS8arnns66QRuZkOf1wtI/WVk59jFa10yEduleu7cJj6/MV4r6xgJzOrweZt0EbOJffKRpIL8i0j9hq1TW3ZGxvsufqxo4rjbwOdY/Ljb5nN9Q5v52ecBJY4XDfx+NfG7PWYzF2rnKw3tQx01sQE+RMs5Y23ZRzNf+1esasI6pTZ/IzKar1Tr7kBqGvs94Czgc8Bze/h8zgee1DJvGmnY+wca3C6faXK7T7bJnbRaUSrcuVg3MSVdExGPrx5fCjwvIv5W3YX6ZTTYkZGk70bESwvGm7DPcSJjNpRj0aEcG8qx9P5TfPjK0jlWMSfj/tPVKFodxpywz1HSMuASYB7wU1IV7x9GxIpS+Yzxuk1s66LbZhD2x25iSrqf1MnrN0gFfXeUzGMtr93NPnku8F1SXwWHkm5EvLA6Hyj+/au9bt8fdyfxeUDfx+xm/5G0Y0Rc38HzuhpxRpJI/exsXc1aBiyK2sWipE2i4PCyknaJDkfzkbRutBnpS9JmpBtui6v/i460I+k9EXF8h8+dkOHQm9jHJ7Pcql1mY8mpPlYq5n2SRg/qd5F6xge4l2arEwM8pnC8ifwcJzJmEzmuVzheEzmW3n9Kv2conyNMzv2nibsSE/k5/l9E7E+qVXcWqf31MklfkrRP4bzqmtjWpbfNIOyP3cS8jjSayzzgBknfl/RypSHrm9bNZ7l5RHw+Iq6MiLcAJwMXStqeZr5/owbhuDtZzwMGIWbH+08nhSOV8zqNWR2vf0dqHvr8avoA8Lv6sbxk4UjlK50+sV3hSDX/1tHCkUrH77tDB3T6xIj4c7vCkWrZL2r/ls7RCnIfJFZaEycfncZ8O6kt5ndJQ22eL+knpKHUvtRAXnWl3/dEfo4TGdM59me8QYk5CDk2YSI/x9G+Pe4kneh+peq35wBSe+lzCue22uv2uUHZHzuNeV9E/IDUQekM4IXAy4HPSvpJRBzUQG6junnf60haLyL+CRARX5X0V+AnpI7HmzII29s59m/MiS48/xSpyc+NqwWQHk0awv5xBfNa7SUGIOYg5GgFuQaJDY2IWAg8g9TZ5n3Ar4F/kvofOXECUzMzGzVsJ0V3tc6IiL9Vd/DnTURCPRi2bVPag59PRCyPiNMi4iWkWg4/mbi0HuIU4Kn1GRHxU1Kh3TUTkpHZxOim0GUa7TsWX0be6IWdmqyFV4NQY3HScg0SK21CS1kj4u+kDpbG22QtrS4ds4l+CyZjjoOwrZuIOQg5vrtwPJjAzzEi/vUhK0v/GxEHl03pIZrY1p2OatKpQdgfu4n5tXYzq9/dL5dLp61u9sm2Q2xHxBXA3sUyeqhB2N6DkOMg/MY2EXOiL3D/H3CppG+SRlaE1OHxy0kjG05mE71tOtHRSHHWGdcgsY4peaqkl1TTU6sOneq6GkK3zWsc3mZ2RzElbSnpc5I+K2lTScdJulrSaZIe0UteHej5okfSzNq/2Z+jpB0kvVTS7JZF3Q5vvK2kWdXj7STtL+nxvcQc43V2Hn0cEU/rMdYmbWZ3dNEjqaNOfHvNcQzZ+08v73kNMdt19NV1jpI2l7SbpCe07N+jetnPs48VtRjTao9nStq9zefZ6f6zoaTjJX1F0kEty04efRwRXTU5kTRF0pTq8XRJT26TY9bnWOJYIenMluks4CWj/+fktYbXyjpGSqoP0b6NpPMk3SHpYkk7ji6LiI5qF4weFzvQ9XaRtEW1jZ8saYs2T+n1u519vGiyJmaTx4oqfqd9NnQab782s3vdNpu1md3xcbffz9HaxJpZ7eerfZ9yfmNL7z9Nf5ZN7D9jvVSnT6w6IT2oWufp1STSSE0ddVCaaRAKxL5dOB50mGP93FTSOpKOrX5fP6LaUOgRcWoDOU5aHsXGOlJ10HQyqQOnZdXsbUjDYx3e7Ul/FfPI1lmksb0/AhARn+gy3tnAD0ltjA8i3e36OjCf1K7yRd3muJbX+3FE7Fsw3tKI2DZjvZ8BB0TErZJeDbwPuJBUxXgkIj6TEfNo4PWkDm5PBN5JGiP+acAXu902a3mt3Pe9B6kq9UrgdaQh5R4DTAcOjIhLuoz3APB70vCQ34iIJd3m1CbmTOAo4KWk78sK4Abg8zk/ZqXfcxWztTBEwPdJ/QsoIi7PiDkb+DSp485tgSuAhwMXAG+r7jh3E6/osaKKeQjwceBvwNuAzwJ/AHYEjoqIb3QZ77uk4+MvSdvmPuCgiLhXmb3LS5oP/A9pe7+BNGTpXcBOwBsj4qwu4zVxrLiC1OfTKaQqwyKNcvJygIi4oNuYa3it3GPFg5+/pNNIo+2cArwIeHNEdHvxVHw0F0lPAj5PGq6y/ht7B+k3Nud7WPoYeTppWOczIuIhTatylD5WVDH/warq66MXIesD9wARERt2Ge8lrbNIx4vDSQFPz8hxX9I51TLgLcBXSZ10rgu8JiK66sBxQM7RTo6Iw6vHzySdn91Q5fj6iPhRRo5N7D9FP8uG9p9ZnRx3VHjEmRyS1omI+1rmbRYRtxaIvQNpuOjr6udsnb5vSY8BjgVuAk4ATiIVDF0HvKu1P5YC+c4cPXZ2kWP99+vjwKb/f3t3HiZJVad7/Pu2IDsNtAgIKCq2y4wDsogLKgiKiBd1RBHvuOB6GQXGq7gM3kcZHUUYRXGUuagDbqCowyIqrohyEVmaZkd8QDYdEKXBpUGWfu8f5xSdFFXdlVGRFdmZ7+d58unoiMpf/TIjKjLyxDnnR5lX8SXAgjnorTmW0kASMyLpSmDP6SZvst335E31IuY7lIvriYuYf6LMko/tw/qMd3/5vskX0pIW2962QY7TfakRcLrtvnqmTHHB0RvvUNtT3d1bWczWyxtLuhzYgXJReR3wGNu3SloH+MXE7+sj3tHTbaJcDPZ1wVpjnkcp4bgupXrGS2yfXffZp2w/s894F1Hu4OwH7EupgnQi8NWmH5KSTgVOpnwhewWl8e6rlA/k39j+5z7jtfqaa8xllC/1vbPDP62uc5N5JCSdS9mvv5T0VOCttl8r6U3AHrXqST/xWj1X1JiXArsC6wEXA0+xfU29a/+Dfv9uJp9jJB1KqQKwd43XpIHkImBPYK2a4471PX0U5Yv5Dn3GG8S5Yh6lgemFlAvKxZKutd2o+saAzpG9F5iT91PfZV/rsfNeyrniBcDZlHPFqbbv7De/ibwoXxJ/MWn904D/a3ubBjHbPke2XtK57XNFjXk0sAHleLylrvu17Uc3zPEeyhwrv2P5+Wcf4BuUc+Trp3vuCmIuphw/GwCnA3vZPlfSE4Gv9Hu+WEWu0Xr/Ds8E3mF7Uf2SelK/57MaZxDHT6vv5YCOn0E00i6iNICeYPvaFuLtSpm4e01gEfDmifd0FjcNWm3kl/RTyns4H/gHSsPDScDzKT1nWp1Hq0kj/6TvNosp1wH3SBJwcZPP7Vi5zEESMzWIyZv+hnIHdx3gMNtLJb22yZedqnfI2BdXsK0f51PuREzVFW6m3ax7fRg4Erh3im1Nc7xH0ua2f0N75Y3vs32npLuBOyl32bH9Fz2ol+mM7A+8gwd+CZ+wX8McV/fymve32j675rhIzcpO2qWL/aHAofVi65XA2fVD7RkNYm7l5T1FPi7pfNsflLQ/cAWlR0A/2n7NUCYuPAg4wvZ3a+xf2961YTyAtWz/suZ2nqT/qMufXcEX4BVp+1wB5Rj/PfB7SX+2fU3N8ZaGx/gakubZXlbj/Gv9QvlTyhfURlzLBdZjcOI9vb42TPSr9XNFfb1HSfp6/fcWZndtMYhz5Bb1S7OAjSfd0Wzy+TWIai7rTG4cAahfmptWXmn7fPE72/tIWp/S++ZNwLGSTqf0umtSsajtcwW2D5K0PXCipFOAf2d2EyI+g3J3+XzbxwBI2sX2/rOIucz2lTXWUtvn1tyvbPi3vSpco/Va37VXlO1rG75mGMDxQ/vv5SCOn4mS2/sBR0iadSMtsCHluvYnKlWfTgS+Zvu3DeMdQWmkulzSPsAPJL26HutNh8Bs7OU9Tw4Cnt7byA/02wtyvZ598o+2P1bXf17S25okuJJG/ibXAvNVeiEJWGPis8u2JaWXw4CkgSRmqvXJm2zfALxc0ospJ84pJ1brw6mq3ddsv29ipUoXvKbjj6+k3NX71eQNkm6c4udXZhGle/KFU8R7Y4N4MJjyxosknUC5MPoR8AWVIUzPpXyx79f5wGW2z5m8QdIHGubYe0H13knbHtog3gM+sG2fB5wn6R3AgyainKG/SNq53rXdG7itxl6mZt/C237N2P5mPV4+qDJXwzuY/ezq10j6P8CPgb8HFkPpakuDL7kDOFcA3CDpI5QeJFepdF39L2B3SiWsfn2L5XfWgTImuF5o9j10ZUJPo0vvPBoPodn+HlgpdNs3UfbRXsAfZxFqEOfIQ3qWL6mnpLMAACAASURBVKBcpC6RtCnQZJ6UB1RzodxxPEnSfEq35ya+K+nblMb93s/Y1wBnNIzZ9vliECWdWz1X3J+ofaGk3YG3UW5yrDmLWOdLeh5wYL2D/W5mf468XdJbgPUpx+LbKcfR7kxRGWoGVoVrtCdIuoTy97OVpA1tL6mNI40+vxjM8dPqezmg42cQjbRLbL8TeKekZ1EaXxap9Kg50faxfcZ7qO3LAWx/o8b5L0mzef1tN/IvU5mHaj6wtqQdbF9Qvzc0vcHYdiP/WcCLKH8350rapN7I2RSY9TClmFqG2MSMqXT9fDGweV31G+A0tzNXwzrAB4CdPEVVhBnGOAg42XaThovpYu4DXDpxh2LStpfYPqXPeI8HbrN96xTbNnHtDtwgz/mUeVcWsvzux6m2r2oYbzXKRa8p3UB3onxY3gB82vZfVvD0qeJtBNxle2mTfKaJuTfww8kxJT0WeJntI/qM9yrbJ7SVX425DfBZ4HGUL6Svt321pI2B/WxPN/RounitvuYp4m9HuWP4t7Y3nkWcDSi9Y55EGRpyuO0/1eP0iRN3SxvGnvW5osZZH3gr5Rj/d2APSk+n64EP2W7SSNIbf2fgqZSGwSZfHJG0I+X8c9ek9VsBO9v+coOYrZ4r2lbPkX/wFOPTZ3OObJOkd3oAE5aqzEsx1Wds33Mz1HhtnyN/Opu/uWliDuRcodID0PXL6bMow+kuaPpe9sTdnDJPwQ5uOIysxtmSMtTSlPPZfpThUNcD75zoXdJnzCdRhvQN6zXaoyat+m/bd6tMTvtsN5yLg8EcPwN5L1s8fqYcGjjRSGu776pSmmLYS22Mfx6wb789XiRdALzItRdkXbcFZUjZY22v1yDHXSjzt3wT2AjYjjJ8aWfge/2elyXtRplvZhmlR9zbKXOarA+8yfapDXI8Bzhwmkb+G21v2We8NSiNX7+x/UOVSeCfQbmBe6wnze8S7UgDSYwMSXdQWpOvoXQN/PpUDRF9xmy90WVVJWmB7T90nceqrI0vzYNWe7asV+8SD61BHI+SHm77dw2fe57tp9blN1EaX06mjGX+lu3D28s0ZkvS1bYXrvwno9ekhocnUeZguWq2DQ9tkvR+ytw9qwE/oJxzf0L5ovc92//aXXYRszeIRlpJX7X9yhbj7Q7cavviSes3oMwV0+jvcNCN/LXBbont+xo+v9UboZK+Qnmda1Mm7V6X0tt1NwDbr2uSZ6yE7TzyWOmD0u35fZTJOtuK+YKe5Q0os+1fQpnZfJMG8S6idF97PqUb5K2UrsmvpXzha5LjHZTZrX9GmXF841m+5vmUsahXUYZb/IHSCnw4sEHDmDsAZ1Jmwd+SckF4O2VYy1MaxjwceFhP/GspM7pfDzxnlvt6ft0/jfd1jbMpcAzlbsICyt2tSyndlDdr6zitv+u7DZ93Xs/yGyndf99PqQj0npb29R11X2/bMMfVKBWLzqj75BLgu5SqKau3eExO5Nn3Mdn28VjjbDTF4zrKOOyNGsS7qGf5/IlzBWWY2qVtHo9Nj8l6fnw95Q7exZTz+leBXdrObxav6209+3pryhwutwO/AJ7cMOafKMN+/tTzuG9ifYN4D6l/Mx8Enjlp2/sG8J4c2/B5E/v7223s73ruOpcyTOkjlGENE5MkHtow5t/1LK9Ouc44jdJNfe2GMS+t+2jtut/Xr+vXAi4Zhv3dc9797qTz7luanHcpX5r+hdJT8Q7K9c+5wOtmcdxNXPc9tqXjePI1X1vXAZ+hxesASu+Bj1CGke03adtnGsRr/bpvrh/A/l3n0MFrfl7XOdQ8Lqn/rgbcAjyk/l9Nzmd5zOzReHxnjJ3eyZvOk/R2SY+YZcwP9yz/G3AzZRzl+ZTSlv2y7WW2v2/7DcAjKB+cL6B8oWriWkp5tw8C2wNXSDpD0msl9d09kPKhvYRygbqR7QWUrr9L6rYmPkOZDOvbwDmUigcbUMaEf6ZhzL28vIv7kZTulY+j3IH72PRPm1bvvv4YZY6H2exrgOMp86HcSPkyfielksbPKOUy+yJpu2ke2wN9V0Cqeid0ewvlA/cw6gzpDeJNta/nU/b1MQ1z/BLl9X2A8v69EDiM0s207yEcM8izyTHZ9vEIZezuhZMem1O+FFzQIN48SRvWORnkevfIZTjaVGORV2oAx+TnKaUwD6f8zZxe171P0oFNchyAA3r29SeBo+r57N00+LuujgNOAba2vZ5L1+4b6nLfFbQo56znUL7oHC2pt9zp5JKeMyJpo2keCyh/k01M7O+P0M7+3gd4JmVOprdSuvJ/kDI8bd+GOR7fs3w4pVHsY5TGjKb7+17b97kMLbrGtTecy3wxyxrEa31/s/y8exgPPO9uS7Pz7lco1yt71DhHU6qy7Srpwyt64gpMXPed2dJ13+RrvrauA66kpeuA6jjKl89vAvtJ+mYd5gClwlu/Wr/uk7SDpDMlfVnSlpJ+IOkOSedL6qsq1ww1qRT3gp7l+ZI+L+kSSSeoVIvrm6RNJR0j6dOSFkj6QI15kqS+qkrOQKO5e+prPVzSVZJuk/QHSVfWdU2KO8yT9FDKfGlrUxrcoJQEbzoBc6xM1y00eawaD2BRz/KzKF9ybqZ8IL25hZiLJ21b3CDeRSvY1vRO1KJJ/1+dMi71RErXwX7j/bLJtpm+bspF/4zek5XEvBJYrS6fO2lb33fD297XM3jdTY6f+yh3RM+c4nFnwxwvplxkLqCMf5/VvhnQvr66yba5zLPt47E+7x2UXjNP7ln36yax6nOvo3xB+XX9d7O6ft1ZHOOtHpNMuts08V5SLrSubPra23z0ngcpVR+mzb/PuNvX9/IgSs+Ka2cR65Ke5dWAYyldnteYxd/hfT3Hz8Rj4v93zzbPNvb3pL/riyZta+M8vpjae4JZ3B2l9DZauy7P61k/n0mf6R3u71bPu5Ryn73/P3/i9VOGQDXJsdXrPlaB64BpcjuU0utzQcPjZxDXfedRhpHtR2kc2qeu3w34ecOYl0zzuBT46yz39+eADwGPoszzcUrDHM8ADqTcbLmE0nC+ZV13aoN4p03z+Bbwl4Y5fq/mtWnPuk3ruu83iPd2ymfB9ZTPrx9R5ra7FHh/kxzzWPkjVWxipnpn7f8Z8LN6B+p5lDtH/c5uDfBwlXJYAtaXJNezAc1mep72DpabTw46ubLJPdQTqEpZsX5dL+ldwBdcxyHWlvTXsXy29H7dJen5lIs/q04eK+k5lIvuJj4DfEfS4cAZkj5JuSB8LnWW+D61va8nP6+Nss5tVyyCsk8upLxuS9rM9n9LWpdmZe4Gsa9vk/Ry4JuuJWpVqgq8nHKHq4m282z7eMT2xyR9jVKa9kbK8AGv5GkrirfVNJuWAS9tGLbtY/IeSY+1fY3KhLx3A9j+q4anXOA3JB1PGS5wsqR/oszl8lzKJNGNuMWqJvRU3LB9L/DmOu/Fj2le0vlaYDeXyiEPMIvzT9v7+25Ja9fP0+178ptPs54ZMJgSls+2/dcapzev1SlDbvs1iP3d9nm37YppD9DSdd9cXwc0rULSdsn2QVz3rW77uzXWR21/o+b6I0lN5ybZhNIDafLxJ0pP0NnYwfZEr8ejJDX5O4QyFOtTcH9Z3o/W9Z+S9IYG8Z4F/AMPrhwlytxFTWzVkxcALhPVflSlUmBfbB9Vr1Ww/VtJX6RUu/qsS7XFGIA0kMRMPaiKi8sERmfQvAThZyldxgC+ADwMuFWldFXfX3psNy3luyJtN7rsS2n5Pqt+QJoypvA04BWNMixzRRxBuUDdAzhA0nGUuVPe3CSg7U9JuhQ4gOUTYT2O0k39Qw1Ctrqvq7bLOn+A6S/SGg0/GMCX5gOAj9LivqbMjv5RSnnA2+u6DSh3CZtO2DbVMXk8pRLAm/oNNoDjcSLuRGnavSnzpDRp9FzZ71hK6QXQxAdo95g8hNJd/m7Kl4f9AFSqKp3eJMG22T5U0v6UXnqPpdylfzNlXzcZltYbexlliMTXgdl0Q79A0gts3//ZZ/uw+iWq6VC3T1B6m03VCNS0OtXE/v4r5W/mlTCr/d12wwOUxqr/UZdbKWE5keMU63/fMOYg9nfb590DgM9KmqiY9ga4f19/umGOD/ocneV131xfBzzounWG2i7ZPojrvkHcLDkdWNf2g/aFpJ80iLcqNIidCyy1fdbkDZKaHj+tN4jZ/m3P8u2U6pIxQKliEzOiwZTQHbsKMQN6H3eidKG9Q9JawHsppc8uBz5s+46GMa+0/cfaU+Y9s4k5KceJeE+hzCHSRo5r9eTYKOYU8d472xwHTaV85VMpw0yalpJ9KOWL8m8p82+8gDLPwOU0LCE36L/tNl73NDGfQ5lYd1grDLVROljAgvplEUlftP2aFtNsnaQv2X51yzFbfd2DeB/biCnp6ZQ5OYa56sxOwLIhz7H16j31dZtSee8JwNOBK5rGlPREyjxK59r+c8/6BzTu9BnzCTXmL9qI2Xa8DmLuOdFzo0G8LWhp30jahuU3Id5OaSB7LfUmhO3Z9viYtdrLqtdnbE80iB3R5Nwm6V/qc/88af3WlBLP+zTPuB2SNqRcj74YeHhdPdEgdrjtpj1zYw6lgSRmRIMpodt6zGE36TWfQHnNje6S9cS8HNjG9r2Sjq3xv0kZi7qN7b4nkWs75hTxllJawNvMcVYxB5Fj2/TgUrL/SLmz3riUrJaXkFuLUv1gHcqQht0onxF93xlu+2970ut+I2WCyNm+7tbfy7ZNkeOsSgdLOm2K1c+lDBXA9t6zy3j2BpHjFDFFmSSxUcy24w0w5vsZ8nK3q2iOO1F6ejTOse3XXRul/5FSKWVb4GDbp9Zti2xv1yDHAylD0q5sI2bb8VaVmHXfvLXNHFfy+/a3fVybMds2iBzH9XXHgHgIJkLJY/gfDKaEbusxh/0xoPfxyp7lyZPKNp2krNWY45rjII6fnuVWSskygBJybR/nA3rdc1qWdxhyrPvly8AulN4yu1AqSTyHhuWSB/CaF7WdY9sxB/E+Dihmq+VuB7S/xzLHtmPWeOvW5a0olbgOnji2ZpFjazFXhRxXlde9kt93Q9sxV4Uc247JAK4DVoV9k0d5ZA6SmCm7jDn+PvB9SauzfAbtfwM2HpKYw24Qr/mynlbpiyXtYPsCSQuBvodHDCjmuObYtnm1++Y8eGApWUmNSsmyvITcOiwvIXcbsysh1/ZxPqjX3XbMtrWd4/bAwZSqDIfYXizpTk8x/rpDO9B+jm3HHMT7OIiY97rMGbFU0gPK3UpqOqlq28Y1x7ZjznMddmD7Okm7UCY8fhTNJgQfRMxVIcdBxGw9R0mXTLeJMtlq5waRY9sxVSaIni7epv3GqzGHft/EyqWBJGaq7Woug4o57Abxmt8IfFLS+ygT0P1cperBjXXbMMQc1xzb1nZVHCg9PK6i3M08FPi6pGuBpwFfbRiz7eN8EK97EDHb1mqOtdHqKJVJSo+SdAtDdh0wiBzbjrkq5FgNoupM28Y1x7Zj3iJpW9cJNm3/WdKLgP8Entwwx7Zjrgo5DiLmIHIcZMWZtgwix7Zjfg34ClNXsGta6WxV2DexEpmDJGZE0kK3XCVmEDGH3SBfs6T1gUdTLqpvcp09e5hijmuOg1YbHTax3ahaiqRHwP0l5DaglJC7wQ1LyM3V3/ZsX/dcxWxbWzlK2gt4pu1/biez9g0ix7ZjDmuOktbwFBVdJD0M2Mz2pbPJsQ3jmmPbMSVtQemVcvMU255p+/81yLHVmKtCjoOIOaAcPw8cZ/vsKbadYPtV/cZs2yBybDumpAuB19q+bIptN9resuscoxtpIImIiIiIiIixoVK97nrbDyqvrjrMuoO0YgikgSQiIiJGlqQzmboL9WTH2/7ioPOJiIiI4ZUGkoiIiBhZdTLEmbjd9h0DTSYiIoaCpGfP8Eevm6qXSYyuoZqcLSIiIqJNtq/vOoeIiBg6+8/w504G0kAyRtKDJCIiIkZWrQzyXuAlwMMpw21+B5wKHG779g7Ti4iIiCEyr+sEIiIiIgboJErJxV1sb2R7AbBrXXdSp5lFREQnJD1Uknr+v6ukd0jas8u8onvpQRIREREjS9IvbT++320RETG6JF1MaThfIukQ4KXAd4DnABfafk+nCUZn0oMkIiIiRtn1kt4laZOJFZI2kfRu4MYO84qIiO48xPaSurwvsJvtDwF7Ai/sLq3oWhpIIiIiYpTtCywAzpK0RNIS4CfARsArukwsIiI680dJf1uXfw+sWZdXI9+Rx1qG2ERERERERMTYkPR3wJeAi+uqZwI/BZ4MfNz2CV3lFt1KA0lERESMNEl7UKrYbF5X/QY41fYZ3WUVERFdkvQQ4PnAQkrPkZuA76W62XhLA0lERESMLEmfoFz8fpFy8QuwBfAa4Fe2D+4qt4iIiBguaSCJiIiIkSXpatsLp1gv4Grbj+sgrYiI6JCkdYF3AS+jNJrfDVwD/Ift4ztMLTqWCWgiIiJilN0laccp1u8I3DXXyURExFD4CnAtsAdwGHA08GpgV0kf7jKx6FZ6kERERMTIkrQdcAywHsuH2GwJ3AG81faFXeUWERHdkHSx7W16/n++7R0lzQOusP2EDtOLDq3WdQIRERERg2J7EbCTpE3pmaTV9s0dphUREd36i6SdbZ8taW/gNgDby+oQzBhTaSCJiIiIkVYbR7B9oaSNgWdJusr2FR2nFhER3fhfwOckPQ64HHgDQP2M+HSXiUW3MsQmIiIiRpaktwDvAQR8FHgdcBmwM3CE7c93l11EREQMkzSQRERExMiSdCmwE7AWcD2wte2bJW0InGl7204TjIiIOSdpJ+BK23+UtBalIX074Argw7bv6DTB6Eyq2ERERMQou8f2Utt/AK6ZmHvE9hIgd4kiIsbTfwJL6/IngfmUXoZLgeO6Siq6lzlIIiIiYpRZ0uq27wH2mlgpaU1yoygiYlzNs31vXd7B9nZ1+WxJi7tKKrqXC4OIiIgYZS+l9hSxfVPP+gXAOzrJKCIiunaZpP3r8sWSdgCQtBC4p7u0omuZgyQiIiLGnqSf235613lERMTgSZpPGVrzLOD3lPlHbqyPg2xf3GF60aE0kERERMTYk3SR7ad0nUdERMwdSesDj6ZMPXGT7Vsmbd+wzlkVYyJzkERERERkwtaIiLFj+4/AinqL/IjSuyTGROYgiYiIiIiIiHgwdZ1AzK00kERERETkIjgiIh4svQvHTBpIIiIiIuDVXScQERER3UoDSURERIwsSa/vWd5C0o8k3S7pnFrOEQDbl3WTYUREDLH0LhwzaSCJiIiIUfa2nuWPA18DNgKOBI7pJKOIiOicpEdK2qAubyVpH0l/O+nHdusgtehQGkgiIiJiXCy0faztZbZPpjSURETEmJH0HuAs4FxJbwTOAPYEvibpf0/8nO3bOkoxOpIyvxERETHKtpB0NKWb9MaSVrd9T922eod5RUREd14NPAlYG7gOeIztWyWtA/yC0uMwxlAaSCIiImKUHdKzfAGwLrBE0qbAad2kFBERHbvP9p2S7gbuBP4AYPsvUqYdGWeyU7koIiIiIiIixoOk44GHAusAS4F7KcNsngusZ/sV3WUXXUoDSURERIwVSVfbXrjyn4yIiFEkaTXg5YCBbwBPBV4F3AB82vZfOkwvOpQGkoiIiBhZkv5EuQDu7TO9NuWOoW2v30liERERMXRSxSYiIiJG2XHAKcDWttezvR5wQ11O40hERDyApO92nUN0J5O0RkRExMiyfZCk7YETJZ0C/DulR0lERIwpSdtNtwnYdi5zieGSITYREREx8iTNA95GGXP+WNuP6DiliIjoiKT7gLN44PDLCU+zvdYcpxRDIg0kERERMTYkbQY8xfZ3us4lIiK6Ieky4KW2fzXFthttb9lBWjEEMgdJREREjA3b/w28sus8IiKiUx9g+u/CB85hHjFkMgdJREREjCxJp01eBewqaQMA23vPfVYREdEl299YweYN5yyRGDoZYhMREREjS9Ii4Argcywv93sitReJ7bO6yy4iIoaNpBtsP7LrPKIbaSCJiIiIkVUnZz0YeCFwiO3Fkq61/ZiOU4uIiI5IumS6TcBC22vMZT4xPNJAEhERESNP0hbAUcAtwN65OxgRMb4k3QLsASyZvAk4J5XOxlfmIImIiIiRZ/sm4OWS9gL+2HU+ERHRqdOBdW0vnrxB0k/mPp0YFulBEhERERERERFjLz1IIiIiYmRJOpMyOevKHG/7i4POJyIiIoZXepBERETEyJL0qBn+6O227xhoMhERETHU0kASEREREREREWNvXtcJRERERAyKpPmSDpd0laTbJP1B0pV13QZd5xcRERHDIw0kERERMcpOopRx3MX2RrYXALvWdSd1mllEREQMlQyxiYiIiJEl6Ze2H9/vtoiIiBg/6UESERERo+x6Se+StMnECkmbSHo3cGOHeUVERMSQSQNJREREjLJ9gQXAWZKWSFoC/ATYCHhFl4lFRETEcMkQm4iIiIiIiIgYe6t1nUBERETEIEnaA3gJsHld9RvgVNtndJdVREREDJv0IImIiIiRJekTwELgi8BNdfUWwGuAX9k+uKvcIiIiYrikgSQiIiJGlqSrbS+cYr2Aq20/roO0IiIiYghlktaIiIgYZXdJ2nGK9TsCd811MhERETG8MgdJREREjLLXAcdIWo/lQ2y2BO6o2yIiIiKADLGJiIiIMSBpU3omabV9c5f5RERExPDJEJuIiIgYabVxBNsXAjcAz5D0pG6zioiIiGGTBpKIiIgYWZLeAvwcOFfSAcDpwF7AyZLe0GlyERERMVQyxCYiIiJGlqRLgZ2AtYDrga1t3yxpQ+BM29t2mmBEREQMjUzSGhEREaPsHttLgaWSrpmYe8T2Ekm5SxQRERH3yxCbiIiIGGWWtHpd3mtipaQ1yXVQRERE9MgQm4iIiBhZkh4J/Nb2vZPWbw480fYPu8ksIiIihk0aSCIiImLsSfq57ad3nUdERER0J11LIyIiImDNrhOIiIiIbqWBJCIiIgLSpTYiImLMpYEkIiIiIiIiIsZeGkgiIiIiQF0nEBEREd1KA0lEREQEvLrrBCIiIqJbaSCJiIiIkSXp9T3LW0j6kaTbJZ0jaeHENtuXdZNhREREDIs0kERERMQoe1vP8seBrwEbAUcCx3SSUURERAylNJBERETEuFho+1jby2yfTGkoiYiIiABgta4TiIiIiBigLSQdTZmEdWNJq9u+p25bvcO8IiIiYsikgSQiIiJG2SE9yxcA6wJLJG0KnNZNShERETGMZLvrHCIiIiIiIiIiOpU5SCIiImKsSLq66xwiIiJi+KQHSURERIwsSX8CTJmDZMLawFLAttfvJLGIiIgYOulBEhEREaPsOOAUYGvb69leD7ihLqdxJCIiIu6XBpKIiIgYWbYPAj4JnCjpIEnzKD1KIiIiIh4gDSQREREx0mxfCOxe/3sWsGaH6URERMSQyhwkERERMTYkbQZcZntB17lERETEcFmt6wQiIiIiBkXSaVOsXmNive295ziliIiIGFJpIImIiIhRtgVwBfA5llez2RH4WJdJRURExPDJEJuIiIgYWXVS1oOBFwKH2F4s6Vrbj+k4tYiIiBgyaSCJiIiIkSdpC+Ao4BZgb9uP7DiliIiIGDIZYhMREREjz/ZNwMsl7QX8set8IiIiYvikB0lEREREREREjL15XScQEREREREREdG1NJBERERERERExNhLA0lEREREREREjL00kERERMSMSTpe0j5d59HUXOUvaQdJR0+z7TpJDxt0DhEREdGfVLGJiIiIaJntC4ALus4jIiIiZi49SCIiImJakl4j6RJJF0v6Ul39bEnnSLp2ojeGpHUl/UjSIkmXSnpxXb+VpCslfVbS5ZK+L2mtum3HGnuxpCMlXVbXP6T+//y6/S11vSZ+rv6OfVeS+7vrz10s6fAptu8m6aL6M/8paY26/jpJh/W8lifU9evUnzuvPu/FK/jdu0g6vS4vqK/7ckmfA9TfXoiIiIi5kAaSiIiImJKkvwHeBzzX9jbAwXXTZsDOwIuAiYaHu4CX2t4O2BX4mKSJhoDHAZ+2/TfA7cDL6vrjgLfY3ha4r+dXvwG4w/aOwI7AmyQ9Gvh7YFtgG2B34EhJm02T+57Ai4Gdau5HTNq+JnA8sK/tJ1N61R7Q8yO/r6/lGOCddd2hwI9tP7W+xiMlrTPd+9fj/cDZ9fWfDDxyBs+JiIiIOZYGkoiIiJjOc4Gv2/49gO3b6vpTbC+zfQWwSV0n4MOSLgF+CGzes+3XthfX5QuBrSRtAKxn++d1/Qk9v/f5wGskLQZ+ASygNLLsDJxo+z7btwBnURpQprI7cJztpZNyn/D4mtfV9f9fAJ7ds/2/evPtyes9Na+fAGsys8aOZwNfrnl8G1gyg+dERETEHMscJBEREdGvv/YsT/QS+Z/AxsD2tu+RdB2lAWHyz98HrLWS+AIOtP29B6wsvULmykTO97H8eknAy2z/cg7ziIiIiDmSHiQRERExnR8DL5e0AEDSRiv42fnA72rjyK7Ao1YU2PbtwJ8k7VRXvbJn8/eAAyStXn/vwjqU5WfAvnWOko0pPTPOm+ZX/ADYX9La0+T+S0pPlq3r/19N6ZGyIt8DDpwYOiTpKSv5+Qk/BV5Vn7MnsOEMnxcRERFzKD1IIiIiYkq2L5f0r8BZku4DLlrBj38F+JakSynVW66awa94A/BZScsojRN31PWfowxrWVQbI24FXkKZv+PpwMWAgXfZvnma3M+QtC1wgaS7ge8A/9yz/S5J+wNfl7QacD7wHyvJ94PAJ4BLJM0Dfk2Zh2VlDgNOlHQ5cA5wwwyeExEREXNMtrvOISIiIsaQpHVt/7kuvwfYzPbBK3laRERExECkB0lERER0ZS9J76Vcj1wPvK7bdCIiImKcpQdJRERErLIk/EQKmgAAAGxJREFUPRn40qTVf7W901Q/P4Dfvwfw0Umrf237pXPx+yMiIqI9aSCJiIiIiIiIiLGXKjYRERERERERMfbSQBIRERERERERYy8NJBEREREREREx9tJAEhERERERERFjLw0kERERERERETH2/j9KCYni+hBOngAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "cm = sns.clustermap(pd.crosstab(vdj.metadata[\"clone_id\"], vdj.metadata[\"changeo_clone_id\"], normalize=\"index\"))\n", + "hm = cm.ax_heatmap.get_position()\n", + "plt.setp(cm.ax_heatmap.yaxis.get_majorticklabels(), fontsize=6)\n", + "cm.ax_heatmap.set_position([hm.x0, hm.y0, hm.width*2, hm.height])\n", + "col = cm.ax_col_dendrogram.get_position()\n", + "cm.ax_col_dendrogram.set_position([col.x0, col.y0, col.width*2, col.height*0.5])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### *Dandelion* class\n", + "You can see that the objects returned via the functions above are `Dandelion` objects, which is a python class holding the data:" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", + " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id'\n", + " distance: None\n", + " edges: None\n", + " layout: None\n", + " graph: None" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vdj" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Essentially, the data slot holds the airr/changeo contig table while the metadata holds a collapsed version that is compatible with combining with `AnnData`'s `.obs` slot. The other slots will be gradually filled as we go through the notebook. You can retrieve these slots like a typical class object; for example, if I want the metadata:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, "outputs": [ { "data": { @@ -478,11 +540,11 @@ " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG\n", + " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG\n", " sc5p_v2_hs_PBMC_1k\n", - " 137_7_4\n", - " 137\n", - " 351\n", + " 169_7_2\n", + " 169\n", + " 376\n", " IgM\n", " IgL\n", " IGH + IGL\n", @@ -496,14 +558,14 @@ " IGLJ2,IGLJ3\n", " IGHM\n", " IGLC\n", - " 43_0\n", + " 48_0\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC\n", + " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC\n", " sc5p_v2_hs_PBMC_1k\n", - " 146_6_2\n", - " 146\n", - " 170\n", + " 55_6_1\n", + " 55\n", + " 578\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -517,14 +579,14 @@ " IGKJ3\n", " IGHM\n", " IGKC\n", - " 85_1\n", + " 80_1\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG\n", + " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG\n", " sc5p_v2_hs_PBMC_1k\n", - " 164_3_2\n", - " 164\n", - " 520\n", + " 138_3_5\n", + " 138\n", + " 669\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -538,14 +600,14 @@ " IGKJ5\n", " IGHM\n", " IGKC\n", - " 197_2\n", + " 196_2\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC\n", + " sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC\n", " sc5p_v2_hs_PBMC_1k\n", - " 116_10_4\n", - " 116\n", - " 673\n", + " 8_9_7\n", + " 8\n", + " 199\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -559,14 +621,14 @@ " IGKJ1\n", " IGHM\n", " IGKC\n", - " 296_3\n", + " 351_3\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG\n", + " sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG\n", " sc5p_v2_hs_PBMC_1k\n", - " 164_3_3\n", - " 164\n", - " 604\n", + " 138_3_1\n", + " 138\n", + " 322\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -580,10 +642,9 @@ " IGKJ2\n", " IGHM\n", " IGKC\n", - " 196_4\n", + " 195_4\n", " \n", " \n", - " ...\n", " ...\n", " ...\n", " ...\n", @@ -602,13 +663,35 @@ " ...\n", " ...\n", " ...\n", + " ...\n", + " \n", + " \n", + " vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG\n", + " vdj_nextgem_hs_pbmc3\n", + " 2_5_1\n", + " 2\n", + " 691\n", + " IgM\n", + " IgK\n", + " IGH + IGK\n", + " Multi_light_v,Multi_light_j\n", + " T\n", + " 28\n", + " 45.0\n", + " IGHV3-7\n", + " IGKV1D-39,IGKV1-39\n", + " IGHJ5\n", + " IGKJ1\n", + " IGHM\n", + " IGKC\n", + " 726_813\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG\n", + " vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG\n", " vdj_nextgem_hs_pbmc3\n", - " 30_4_1\n", - " 30\n", - " 396\n", + " 19_3_1\n", + " 19\n", + " 54\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -622,35 +705,14 @@ " IGKJ4\n", " IGHM\n", " IGKC\n", - " 48_845\n", - " \n", - " \n", - " vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG\n", - " vdj_nextgem_hs_pbmc3\n", - " 188_7_1\n", - " 188\n", - " 142\n", - " IgM\n", - " IgL\n", - " IGH + IGL\n", - " Multi_heavy_v\n", - " T\n", - " 14\n", - " 43.0\n", - " IGHV3-23,IGHV3-23D\n", - " IGLV7-43\n", - " IGHJ5\n", - " IGLJ2,IGLJ3\n", - " IGHM\n", - " IGLC\n", - " 12_846\n", + " 42_814\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG\n", + " vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG\n", " vdj_nextgem_hs_pbmc3\n", - " 195_7_2\n", - " 195\n", - " 326\n", + " 159_7_2\n", + " 159\n", + " 417\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -664,14 +726,14 @@ " IGKJ2\n", " IGHM\n", " IGKC\n", - " 51_847\n", + " 53_815\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC\n", + " vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC\n", " vdj_nextgem_hs_pbmc3\n", - " 178_11_1\n", - " 178\n", - " 526\n", + " 110_11_1\n", + " 110\n", + " 358\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -685,14 +747,14 @@ " IGKJ5\n", " IGHM\n", " IGKC\n", - " 603_848\n", + " 574_816\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA\n", + " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA\n", " vdj_nextgem_hs_pbmc3\n", - " 193_4_2\n", - " 193\n", - " 221\n", + " 184_4_1\n", + " 184\n", + " 117\n", " IgM\n", " IgL\n", " IGH + IGL\n", @@ -706,41 +768,41 @@ " IGLJ2,IGLJ3\n", " IGHM\n", " IGLC\n", - " 525_849\n", + " 501_817\n", " \n", " \n", "\n", - "

870 rows × 18 columns

\n", + "

837 rows × 18 columns

\n", "" ], "text/plain": [ " sample_id clone_id \\\n", "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG sc5p_v2_hs_PBMC_1k 137_7_4 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC sc5p_v2_hs_PBMC_1k 146_6_2 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG sc5p_v2_hs_PBMC_1k 164_3_2 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC sc5p_v2_hs_PBMC_1k 116_10_4 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG sc5p_v2_hs_PBMC_1k 164_3_3 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG sc5p_v2_hs_PBMC_1k 169_7_2 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC sc5p_v2_hs_PBMC_1k 55_6_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG sc5p_v2_hs_PBMC_1k 138_3_5 \n", + "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC sc5p_v2_hs_PBMC_1k 8_9_7 \n", + "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG sc5p_v2_hs_PBMC_1k 138_3_1 \n", "... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG vdj_nextgem_hs_pbmc3 30_4_1 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG vdj_nextgem_hs_pbmc3 188_7_1 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG vdj_nextgem_hs_pbmc3 195_7_2 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC vdj_nextgem_hs_pbmc3 178_11_1 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA vdj_nextgem_hs_pbmc3 193_4_2 \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG vdj_nextgem_hs_pbmc3 2_5_1 \n", + "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG vdj_nextgem_hs_pbmc3 19_3_1 \n", + "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG vdj_nextgem_hs_pbmc3 159_7_2 \n", + "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC vdj_nextgem_hs_pbmc3 110_11_1 \n", + "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA vdj_nextgem_hs_pbmc3 184_4_1 \n", "\n", " clone_id_group clone_id_by_size isotype \\\n", "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 137 351 IgM \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 146 170 IgM \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 164 520 IgM \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 116 673 IgM \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 164 604 IgM \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 169 376 IgM \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 55 578 IgM \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 138 669 IgM \n", + "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 8 199 IgM \n", + "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 138 322 IgM \n", "... ... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 30 396 IgM \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 188 142 IgM \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 195 326 IgM \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 178 526 IgM \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 193 221 IgM \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG 2 691 IgM \n", + "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 19 54 IgM \n", + "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 159 417 IgM \n", + "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 110 358 IgM \n", + "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 184 117 IgM \n", "\n", " lightchain status \\\n", "cell_id \n", @@ -750,8 +812,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IgK IGH + IGK \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IgK IGH + IGK \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IgK IGH + IGK \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IgK IGH + IGK \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IgL IGH + IGL \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IgK IGH + IGK \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IgK IGH + IGK \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IgL IGH + IGL \n", @@ -764,8 +826,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC Multi_heavy_v T \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG Multi_light_v,Multi_light_j T \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG Multi_light_v,Multi_light_j T \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG Single T \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG Multi_heavy_v T \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG Single T \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC Single T \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA Single T \n", @@ -778,8 +840,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 24 37.0 \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 34 53.0 \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG 28 45.0 \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 19 44.0 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 14 43.0 \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 32 40.0 \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 26 98.0 \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 51 46.0 \n", @@ -792,8 +854,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGHV3-23,IGHV3-23D \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGHV1-18 \n", "... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IGHV3-7 \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGHV4-4 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGHV3-23,IGHV3-23D \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGHV4-39 \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGHV4-59 \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGHV2-26 \n", @@ -806,8 +868,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGKV1-8 IGHJ4 \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGKV1D-39,IGKV1-39 IGHJ4 \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IGKV1D-39,IGKV1-39 IGHJ5 \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGKV3-20 IGHJ4 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGLV7-43 IGHJ5 \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGKV4-1 IGHJ4 \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGKV3-15 IGHJ4 \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGLV2-14 IGHJ4 \n", @@ -820,97 +882,27 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGKJ1 IGHM IGKC \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGKJ2 IGHM IGKC \n", "... ... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IGKJ1 IGHM IGKC \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGKJ4 IGHM IGKC \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGLJ2,IGLJ3 IGHM IGLC \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGKJ2 IGHM IGKC \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGKJ5 IGHM IGKC \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGLJ2,IGLJ3 IGHM IGLC \n", "\n", " changeo_clone_id \n", "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 43_0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 85_1 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 197_2 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 296_3 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 196_4 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 48_0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 80_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 196_2 \n", + "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 351_3 \n", + "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 195_4 \n", "... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 48_845 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 12_846 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 51_847 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 603_848 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 525_849 \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG 726_813 \n", + "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 42_814 \n", + "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 53_815 \n", + "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 574_816 \n", + "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 501_817 \n", "\n", - "[870 rows x 18 columns]" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vdj.metadata" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's see what's the overall clone assign agreement." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABGIAAALJCAYAAAD/OIWIAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy86wFpkAAAACXBIWXMAAAsTAAALEwEAmpwYAACPpUlEQVR4nOzde7xcdXno/8+TcIuKQBCNiOCVtrFeQrfxUjlEVLycY5v2R7FHT7Vq2VaOWu8KVeOl3lu1Wq3dWI1WWsFekHq8VVOQVm2MEqNslVrESBIVBQpiJLfn98daW4Zh72TPmrVmZs183q/XvPas+a71nWdmz6zLM99LZCaSJEmSJElq3pJhByBJkiRJkjQpTMRIkiRJkiQNiIkYSZIkSZKkATERI0mSJEmSNCAmYiRJkiRJkgbERIwkSZIkSdKAjHUiJiLeHxE/iohvLFAeEfHOiPhORGyJiJMGHaMkSZIkSZocY52IAdYDj9tP+eOB+5a3aeAvBxCTJEmSJEmaUGOdiMnMzwPX7meV3wQ+lIUvAUdGxF0HE50kSZIkSZo0Y52IWYS7Ad/vWL66fEySJEmSJKl2B/Wy8u4fX5lNBVLFIcfc+1kUXYrmzGTmTA9VxDyPjdRrlCRJkiRJ46OnRAz79jYURjVl0qWXxEu3q4G7dywfB2zvKyhJkiRJkqQF9JaI2bunoTCG5iLgORHxEeAhwH9n5o4hxyRJkiRJksZUT4mYbFkiJiL+DlgD3CkirgbWAQcDZOZ7gU8ATwC+A/wMePpwIpUkSZIkSZMgMhc/JMqu7311pMZPOeSEk+Yb40WSJEmSJGkkTXrXJEmSJEmSpIEZ665JkiRJkiRJo6THFjG7GwpDkiRJkiRp/Nk1SZIkSZIkaUBMxEiSJEmSJA1Ib2PE7LNrkiRJkiRJUlW2iJEkSZIkSRoQB+uVJEmSJEkaEFvESJIkSZIkDUhviZg9JmIkSZIkSZKq6m2wXrsmSZIkSZIkVWbXJEmSJEmSpAExESNJkiRJkjQgJmIkSZIkSZIGxESMJEmSJEnSgJiIkSRJkiRJGhATMZIkSZIkSQPSWyJmT7sSMRHxOODPgaXA+zLzTV3lRwAfBo6neC/+NDM/MPBAJUmSJEnSROixRczehsKoX0QsBd4NPAa4GvhyRFyUmbMdq/1fYDYznxgRxwDfjojzMnPXEEKWJEmSJEljbpy7Jq0GvpOZVwJExEeA3wQ6EzEJHB4RAdwBuBZo1YuUJEmSJEntMbYtYoC7Ad/vWL4aeEjXOn8BXARsBw4HnpSZ+wYTniRJkiRJmjStHiMmIqaB6Y6HZjJzZq54nk2ya/mxwGbgVODewL9ExKWZeUPdsUqSJEmSJPWUiMkRaxFTJl1mFii+Grh7x/JxFC1fOj0deFNmJvCdiPgu8MvAxrpjlSRJkiRJGucxYr4M3Dci7glsA34XeHLXOluBRwGXRsRdgF8CrhxolJIkSZIkaWL02DVptFrE7E9m7omI5wCfppi++v2ZeXlE/GFZ/l7gdcD6iPg6RVeml2Xmj4cWtCRJkiRJGmvjPFgvmfkJ4BNdj7234/524LRBxyVJkiRJkibT2LaIkSRJkiRJGjVj3SJGkiRJkiRplPQ2a5ItYiRJkiRJkiqzRYwkSZIkSdKAOEaMJEmSJEnSgNgiRpIkSZIkaUAcI0aSJEmSJGlAbBEjSZIkSZI0ID22iNnXVBySJEmSJEljz8F6JUmSJEmSBqS3RMy+bCgMSZIkSZKk8ddb16S9dk2SJEmSJEmqqseuSSZiJEmSJEmSqnKwXkmSJEmSpAHpMRHjGDGSJEmSJElV9dg1yUSMJEmSJElSVbaIkSRJkiRJGpCxTsRExOOAPweWAu/LzDfNs84a4B3AwcCPM/OUAYYoSZIkSZImSI+JmKbCqF9ELAXeDTwGuBr4ckRclJmzHescCbwHeFxmbo2IOw8lWEmSJEmSNBHGNhEDrAa+k5lXAkTER4DfBGY71nky8I+ZuRUgM3808CglSZIkSdLE6CkRs69diZi7Ad/vWL4aeEjXOicCB0fExcDhwJ9n5ocGE54kSZIkSZo0vbWI2RtNxVFJREwD0x0PzWTmzFzxPJt0D3JzEPBrwKOAZcAXI+JLmXlF7cFKkiRJkqSJ12OLmNFKxJRJl5kFiq8G7t6xfBywfZ51fpyZNwE3RcTngQcCJmIkSZIkSVLtekvEjFiLmAP4MnDfiLgnsA34XYoxYTp9DPiLiDgIOISi69LbBxqlJEmSJEmaGK1uEbM/mbknIp4DfJpi+ur3Z+blEfGHZfl7M/ObEfEpYAuwj2KK628ML2pJkiRJkjTOIrN72JSFfe+kRy9+5QE44aufbU9mSJIkSZIkTbxx7pokSZIkSZI0UnpMxCxpKg5JkiRJkqSx11MiZq8tYlppamrq5cBhw45DkqQuP9+0adObhh2EJEnSINkiZjIctmnTplcPOwhJkjpNTU29etgxSJIkDZpjxEiSJEmSJA1Ib12T9tkiRpIkSZIkqaoeEzG2iJEkSZIkSaqqt65JJmIkSZIkSZIqs2uSJEmSJEnSgPSWiElbxEiSJEmSJFVlixhJkiRJkqQB6S0Rgy1iJEmSJEmSquopEbPHrkmSJEmSJEmV2SJGkiRJkiRpQEzESJIkSZIkDYiJGEmSJEmSpAHpbYyYMBEjSZIkSZJUVU/zUe8dsduBRMTjIuLbEfGdiHj5ftZ7cETsjYjTF/teSJIkSZIk9aq3rkktahETEUuBdwOPAa4GvhwRF2Xm7DzrvRn49OCjlCRJkiRJk6THrklNhdGI1cB3MvNKgIj4CPCbwGzXes8F/gF48GDDkyRJkiRJk2acB+u9G/D9juWrgYd0rhARdwN+CzgVEzGSJEmSJKlhrW4RExHTwHTHQzOZOTNXPM8m2bX8DuBlmbk3WtTtSpIkSZIktVOPY8Q0FUY1ZdJlZoHiq4G7dywfB2zvWmcK+EiZhLkT8ISI2JOZF9YcqiRJkiRJUo8tYpqKohlfBu4bEfcEtgG/Czy5c4XMvOfc/YhYD3x8XJMwU1NTLwceDawEbgcsnWe1pQs83mkvsGsR63W6Efg5cBS3fOZ2AweXZTuA68rH7wUcAxwyTz1RPu/+UoLJbVs+ddcRHevNTcC1r/y7pOPvkvLxPR23w8q455txbO55D5SyPFCMnXXMrbe3jGUurrnXENzyP5n7ii4UY3ZsU9d7uLdj3X7ew87nPFB8i4lxrp65deG27+GSjnX2dZRD8Tk90Gf8QO/hYnW+lu7PUOd7vYdb/s/7+xwuJr5eYuyMb77P4dzzdMYHcIdynbntf16WHVTeOj8f15V/f15uexQL76ea+nzMfQbg1u/rXIydn+NhfIbnPgNzMXW+/3Pfxd3ljY4Y58q76x3We3gTcAO3/I8PmpqaesUCdfcaY3c8c4/NvT97gZvLxw/q+HtQGduuMr6flWX7+xwmt+wvuh+fi2Mxkzwe1BEfFMfEK4DjKf6Hcw4p41vM8XIuhs593ELmex2drwFu/f9LDvwedr6G+d7Dzv9tXfupTnPf1e7zhc7PQve+fr7vSed2dcXYfbycb1+/j+J7/CPgCA68v68jvs5jUOf+eu68C245R5z7Hy9mfz1X53zflU7zfVcO4tbnGEvL5T3l3xvKx+e+J8uAQym+vzdQfE/+GXgE+z+3rPo9OZC542HV93Du+5Yc+Nx3fzF2HocX+13eXZbtLGNcQvFZvB3zf1eG+R7O7RP39z+GW/aJVWKc7z3cRfEeLeZzeB3F+3r8fmJczPHipgXi25/O9+eG8jnuABxeln1l06ZN0wtvria1ukXM/mTmnoh4DsVsSEuB92fm5RHxh2X5e4ca4OAdBvwb8G+bNm169dTU1KurVtTv9geo498GEUPDr2Eith+FGHwNvgejEsOwtx+FGHwNA38P5j1etuw1jOX2oxCDr+FW2y/q3LLhGIay/SjEMKDt9/s/bslraLKOvq//VL+eEjG9puCGLTM/AXyi67F5EzCZ+fuDiEmSJEmSJE2usW0RI0mSJEmSNGrGeYwYSZIkSZKkkWKLGEmSJEmSpAHpLRHTVBSSJEmSJEkToMeuSVVmEZQkSZIkSRLYIkaSJEmSJGlgemsRE7aIkSRJkiRJqsoWMZIkSZIkSQPSYyLGFjGSJEmSJElVOVivJEmSJEnSgNg1SZIkSZIkaUDsmiRJkiRJkjQgJmIkSZIkSZIGxDFiJEmSJEmSBsQWMZIkSZIkSQNiIkaSJEmSJGlAekvEpIkYSZIkSZKkqpb0svJe9o3U7UAi4nER8e2I+E5EvHye8qdExJby9oWIeGAv74ckSZIkSVIvxnaw3ohYCrwbeAxwNfDliLgoM2c7VvsucEpmXhcRjwdmgIcMPlpJkiRJkjQJxnmMmNXAdzLzSoCI+Ajwm8AvEjGZ+YWO9b8EHDfQCCVJkiRJ0kTpcYyYA3cHGiF3A77fsXw1+2/t8kzgk41GJEmSJEmSJlqrW8RExDQw3fHQTGbOzBXPs8m8LyAiHkmRiHlEvRFKkiRJkiTdotUtYsqky8wCxVcDd+9YPg7Y3r1SRDwAeB/w+Mz8Se1BSpIkSZIklVrdIuYAvgzcNyLuCWwDfhd4cucKEXE88I/A72XmFYMPUZIkSZIkTZJWt4jZn8zcExHPAT4NLAXen5mXR8QfluXvBV4FHA28JyIA9mTm1LBiliRJkiRJ463HFjHtScQAZOYngE90Pfbejvt/APzBoOOSJEmSJEmTqccWMa3qmiRJkiRJkjRSekrE7GlZixhJkiRJkqRRMrZjxEiSJEmSJI2anhIx+0zESJIkSZIkVWaLGEmSJEmSpAEZ61mTJEmSJEmSRklkDzMh3e8uDxmpaZMu/+F/xLBjkCRJkiRJWiy7JkmSJEmSJA2IiRhJkiRJkqQBMREjSZIkSZI0ID0mYvY2FYcadNAhdxupsX0ktdvO7Zey7NiThx2GJEmS+rBn17b9jrkaEScC5wAXAtvL+6/OzM0RcRqwCvhJZr6va7szgLMyc025fDawDLgmM9/Vsd4dgD8CjgK+lJl/X9NLG3mtbhEzNTV18bBjkKRJM6gkjAkfSZKk5kTENDDd8dBMZs7MLWTmFRGxHjgyMzdGxIUd6z4V+BqwpLvezLwgIh7esfzGiDgSWNe13k+B10fEPYHf6/8VtUdviZh9o5WIkTp50SaNF7/PkiRJzSmTLjMHXHF+d8nMt0bEGyPi6Mz8yUIrRsRy4FXAa+cpuwfwHOCPK8bRSj0lYpKR6+Fy8bADaIlThh1A00zCSJIkSVJ9ImIFcDqwLCKuA04D7hcR3wPOi4hXUHQ5uq5ru1OBVRFxZmaeC3wK+BjwGOD8jvWOAP4JOA94JPDJ5l/VaIjMxSdXjjnil0YqE3PCfQ+/ZNgxtMHmLTvGPhHTzcSMJEmSJC3sQGPEqDl2TdLYMQkjSZIkSYMRESuB1eXi1szcsJ91TwWOLxc3ZuZs0/GNolYP1ivNxySMJEkaBf44JGkSlMmURSVU9pekmSRj3SLm2muvXb5t27b7ZGYsX758x3HHHbe1szwzueqqq+5z4403Hr1kyZK9J5xwwrcOP/zwnw4rXo0PT7wkSZLnApKk+bS9RczFCxXs27cvtm7d+tz73Oc+5y5btuyGyy+//MzDDz/88iOOOOKauXV+9KMf3fdnP/vZ3e5///u/+dprrz3uqquuetz973//9y1UZ4tN3Bgxw+aJlyS1x87tlwLuuyVJ0mD0lIjZN3qJmDULFdx44413POyww7jDHe7wQIDly5f/7MYbb3z8EUcc8YtWMTfddNOJxxxzzPURseboo49m+/bty2+++ebTDj300F0DiF2SpFrYCq8/vneSJGmQekvEtKhr0q5duw49+OCDb55bPvjgg2/+2c9+dsfOdXbv3n3ooYce+ot1DjrooJt37dp1qIkYSVKbLDv2ZJMxkiRJLdFTImZ3Ob3V1NTUTcCXG4moBz/4wQ/u+pOf/OTYueWjjz56+4oVK3bsZ5PFTL89UlN0a/i8uJHUBu6nJEmS2qGnRMyoWbFixY6FEi+HHHLIzbt37z50bnn37t2HHnzwwbdq6XLwwQfffPPNN/9inT179hx6yCGH2BpGt+LFjSRJkjRc/jg6eBFxInAOcCGwvbz/6szcHBGnAQ8E7pKZL+7a7lzgcuCbmfnprrKzgWXANZn5rq6ylwIrM/P3Ox67c/m8V2XmOzpjyswLI+JhwMOB+wDPzcw9Hdv+GfB9YFtmfrTruc4CjgYOysx1i42xLlUTMfvYz0C5o+Dwww9f8t3vfve5P/3pTzcvW7bsxmuvvfbME0444R+AXwzWe7vb3W7bNddcs/qYY465+Nprrz0OuO+hhx76meFF3RgH65UmnCcvkiSpzTyPqV9ETAPTHQ/NZObM3EJmXhER64EjM3NjRFzYse7ngIcBt5+n6h8AhwNLuwsy840RcSSwbp6yt0TEO7oe+1H52NrumMrlL0bEg4HlFHmKTj8EDgMO7XqczHxPRBwC3CbRsr8Y61I1EbOE/QyUOwqWLFnC8ccf//0rr7xyGoijjjpqxxFHHHG/HTt2HAtw17vedftd7nIXfvazn93u61//+suWLFmy9x73uMe3GfHXNSxexEnt5vdXkiRJncqky8wBV5x/273AayLiJRGxtFyeK3slQES8G/hE53YRsRx4FfDaAz1HRCzLzJ2LiOWdEbGTIhnz447H31LW8/aIOD8zd3fUfRjweuAN8zzvomOsqmoi5iBa0Mpi+fLlLF++fG7xnsA973rXu84t3zciuNe97tW5yUkDDK9VvIiTpPFn0l2SJM2JiBXA6cCyiLgOOA24X0R8D/gdilYpd+9MwpTbPZciKbKV2/oU8DHgMcD5Xds9FVgVEY8HNgNPi4h3As8A7h8Rn6Po4TIX02XAQ4HjKbomfXie+u4O7OpMwpTOp+g+dRpw7mJjrEtk9j427agM1qvF2bxlx8gnzSRJUjUm0CRJVewpJ+MZRRFxBEUC5YAtYtqoaouYvQdeRZIkSU0zCSNJk2eUkvARsRJYXS5uzcwNHWWrgZXl4mxmbuwoO5WiNQvAxsycnSvLzP+uEMfxwKnl4rWZeVG/MTalaouY7VTsS6bB27xlR2ODDEmSJI2bUbrAkaSmjHKLmHFXtUXMwTiorSS1ihcWkrQ47islSU2qmoiBFgzWK0mjYFQSIKMQgyRJkjTpllTcbletUUiqxc7tlw47BM3DBIgkSZKkOVVbxBwOXFJnIGqUrZcmhBf8kiRJWoxRabErTaKqiZiDgItrjEPNMhEjSZIk6ReWHXuyyRhpSKomYgJwJh5pAsx1d/IgLUmSNF48v9P+RMSJwDnAhRTDk6wCjgBeBrwQ2AMsz8x1XdudC1wOfDMzP91VNg08ITPXNh3/KKuaiFmCXZPapLUtYszSD5/vvyRJkjR+yqTIdMdDM5k5M7eQmVdExHrgSOAxmfmCiHgq8EDglzPzzIj4aEQcmZnXd9TzA4rhTJZ2P2dmzkTEyvpfTbv00zVJapxJAEmSNCz+ICRpnJVJl5kDrjjPpsDfR8RLKRIue7rqfSVARLwb+ES/cY6jqrMmSZKkhjkTmjRcJmEkTbKIWAGcDjwR2BwR5wD3A7ZQ5BL2Av+QmT/t2u65EbEO2DpPnWuBVRHxpIbDH2mRmT1vNDU1tRd4Xf3hqAmbt+wYifF8/FVJkiRJkkbDnl3bYtgxTKp+ButdU2McGnMmYSRJkiRp/JRjvqwuF7dm5oaOstXA3Jgws5m5cdDxjSLHetFAmISRJE06f5SQJI2jzJwFZhco2wiYfOniGDGSJEkDYBJG0qTYuf1SxzmT9qOfFjEX1xWEGtfa6as1OP5SK0mSpDp4TintXz+JmDV1BSGNmklMSkza65UkSZKkYajaNan3qZakFjEpIY0OmzZLkiRpnDhGjCRppJkYlSRpNPljiVSNiRhJKnkyIUmStHj+WDLeIuLEiFgfEWsj4gkR8ccR8ZaIiLL8eRHxjnm2Oz0iXhoRr5ynbDoiLmw++tFWdYyYfThYb5s4WG8PJnF8GBX8v0uSJEmFzLwiItYDRwKPycwXRMRTgQdGxErgs8D0PJt+DpgCfj5PnTPlthOtaiImcLBejSkvxiVJkgr+QCWNr4iY5taJlJnMnFnEpgk8ArgzsCoijsnMa35RmHkd8PKIOLvWgMdIP7MmSZIkSRpjJmE0aCb/BqdMuiyYeImIFcDpwDLg8xFxDnAE8DeZeVa5zj06kzDlYy8Blpbbdde5liJ586TMPL+u19I2kdn7BEhTU1M3A4fUH46asHnLjmGHIEmSpAnjBbU02vbs2hbDjmFSVW0Rsxe4pM5A1CjHiJEkSdJAmYSZDCbcVI75srpc3JqZGzrKVgNzY8LMZubGQcc3ivrpmnRxXUGocSZiJEmSRoQXrhonfpaVmbPA7AJlGwGTL12qJmKW4GC9kiRJGhM7t18KDOai0gtXSZpsSypuZ18ySZIkjY1lx55sgqSCuQSWJGnxqiZibq41CkmSJEmtM+rJKxNFkkZR1USMJEmqwIsCSRqcUU8USZpMVceISRyst00crFfSSJnkgSon9XVLkiSpUDURcxCwrs5AJEmTw2SE2m6Sk4mSJKk/VRMxNwO3qzMQSWoDL74kgclESdL4i4jHAQ8Bjga+DSwDjgVelJnZsd5pwAOBu2Tmi7vqOAM4KzPXDCruNuina9IldQaiRtk1SaqJF1+SpEnmDxLS+IiIaWC646GZzJzpWH48cDbwdODFmXnPiHgr8ADgax3rfQ54GHD77ufIzAsi4uG1B99yVQfrPbzWKCRJtXEwWElSU0zCSOMjM2cyc6rjNtO1yruAFwD3B9ZHxNnACcDurnr2ZuZrgCsjYulAgm+5qi1iluBgvW1ii5gRMneR7ImMmuJnS5IkSTU4lGJYku0U1/8PBjZm5mznSmXLmiOBu2fm3q6yU4FVEXFmZp47iKDbIDq6di3a1NTUXsCfXFti85YdJmIkSZLmYVcbSZNqz65tMewYJlXVFjGSJElD48Wz6uLnSJJ6ExHHA6eWi9dm5kUdZSuB1eXi1szcMOj42qBqIsbMmSRJGhovniVp8EyCCyAztwLrFyibBWbnK9Mt+mkRc3FdQahxdk1SbTwAS5IkTSbPAaV69JOIWVNXEJLawwOwNBwmQSVJksZD1emrJUnSAJmE0SSbm3FQkqRxYCJGkiSpIhMEg2EiUpI0TqomYnqf81qSJGnMmCCQJLWRPyQMV9UxYhIH620TB+vVSHCMC0mSJGn4lh17Mnt2bdvvOhHxOOAhwNHAp4BVwBHAyzIzO9Z7CnACsCIzn9dVxxnAWZm5ptYX0HL9TF+9psY4JE0AkzCSJGkx/PFGal5ETAPTHQ/NZOZMx/LjgbOBpwOvz8xVEfFU4IHA5rmVMvO8sr4PdD9HZl4QEQ9vIPxW62fWJEmSJEmqnUkYDcOkJQDLpMvMflZ5F/AC4O7dm3YuRMQSYB3wzloDHGP9tIixu4skTYBJOymRJEmTyfOd2zgUuBnYDqyLiHMouib9Tdd676TMEUTElszcO1cQEacCqyLizMw8d0Bxj7zo6Nq1aFNTU3sBR/dpic1bdpg0kyRJkkaYP3xo0Pbs2hbDjmFSVW0RswcH620TEzGSNEE8mZek9nG/rbaIiOOBU8vFazPzoo6ylcDqcnFrZm4YdHxt0M8YMWvqCkJS/7zwkjTHfYEkSWpKZm4F1i9QNgvMDjSgFlpScbultUYhqW9eeEmSmrJzuz3SJUmqSz8tYuzuIo0gW8ZIkurmcUWSpPpUbRGzu9YoJNXGk2VJk2bn9kttsSFJklqjaouYnwNvrjMQNWrdsAOQpDm22lLd/DxJkqQ2qZqIORwH65Uk9WAuAeNFsyRJkiZZ1URM1S5Nahl/uZZUF/clkiRJ7RERTwQeBhwJfBtYBpwIPCszd3es98fAzcCvZOYzu+o4AzgrM9cMKOxWMKGi/fLCqXmOayBJkiRp0CJiOiI2ddymu1b5OXBXikTM+zPzTcDPgEO61tsHHAvc1P0cmXkBsLnu2Nuun1mTJNXAZJekSWNrS0mShi8zZ4CZ/ayyEngO8D+AUyLi3sBFmdmdcInMfGFEvDEijsjM/24o5LHRTyLm4rqCUOOcalySNDLanIQxiSRJmiA/AF4N3BHYBvwKEBHx5cy8rmO920XEK4AjgBs7K4iIU4FVEXFmZp47mLBHX2RmzxtNTU3tAz5ffzhqwuYtO0zESJKksWAyTJLqsWfXthh2DJPKrkmS1CMvAiRpeNz/StJwRcTxwKnl4rWZeVFH2Upgdbm4NTM3DDq+NjARI0k98iJg8ph8kyRJKmTmVmD9AmWzwOxAA2ohZ02SJOkATMJI0nhzFktJg1S1Rcw+HKy3TRwjRpIkaUTZ6m74fP8lDVLVREwAa2qMQ5I0YbzwkKSC+0JJmix2TZIaYhNXaf+88JAkSdIkMhEjNcSLTEkaHybXJUlSXfqZNeniuoJQ4xwjRpKkPrQxuW73P0mSRlM/iZg1dQUhSZKkei079mSTMZKkyiLiicDDgCOBDwJnA6/OzM3zrPs84F6Z+fyux88CjgYOysx1DYfcGv3MmmQrC0mSpBE0l4AxCSNJWkhETAPTHQ/NZOZMx/LPgbsChwKzwIUL1PNk4LNddQGQme+JiEOAd9UU9ljoJxFzSZ2BqFEmzTQy/HVWkprnflaSdCBl0mVmP6usBJ4D/A/2f035CODOwKqIOCYzr5kriIjDgNcDb+g/4vFRdbDepbVGIWlieHEgSZIWsnP7pQ6OLY2OHwCvBtYCNwCnAU+JiKM6V8rMszLzHcBlnUmY0vnAzeW2KkVm9rzR1NTUHuBP6g9HTdi8ZYd98SRJkiSNBVtY12PPrm0x7BgmVT9dk9bUGIdaYO7XCXd6kiRJkobF65HhiojjgVPLxWsz86KOspXA6nJxa2ZuGHR8bVA1EbOn1ijUCu7wJEkaLH/1lSSNmszcCqxfoGyWYmBf7UfVMWIOqTUKNc6+tpIktY9JGEmSxk/VREzV7TQky4492cHPJEmSJEkasqpdkwAurisINe4U8Fc1SZJUH7tNSZJUTT+JmDV1BSFJw+BFhCRV5/5TkqRq7GIkaWLNddmTJEmSpEExESNpovmL7vgz2SZJktS7iDglIp4fERdHxD27yp4WER+YZ5vTyvWPHFigLWQiRpI01ky2SVI7mUiXmhUR0xGxqeM23VmemZcA7wK+mZnf7djuMcBVwH9315mZn8HxZA/IwXonwynDDkCSJEnqxaQm0ucSUJP6+jU4mTkDzBxgtbXARV2PPQr4AbAqIu6dmf/VQHhjzcF6JUmSJGlEmIBRnWqYnOKxwLM6H8jMlwNExD26kzARMQU8FHh2RLwlM/f28+TjKjKz542mpqb2ArYVbInNW3bYIkaSJElSz5xlcnzt2bUthh3DpOqnRYwkSRoCT4olSYPi8UYRsRz4jXJxV2b+bUfZ8cCp5eK1mdndjUnzMBEjSVLLjMpJsQkhSZLGX2ZeC6xfoGzrQmVaWNVETOJgvW1i1yRJUu1MwmgSmHCUJNWtaiJmCQ7WK0kaQ150Serk/kCSVLclww5AkqRRYRJGkiRJTavaImYfdneRJI2Z7iSMiRlJkiTVrZ8xYi6pMxA1yqSZJFVgEkaSBsPEt6RJ0s+sSRfXFYQaZyJGmlCe2EqS2sBjlTR6IuIUYBWwFvgHYCnwJODRmXlTx3qnAecAazPz+q46zgDOysw1g4m6HaomYgIH65WkkeeJbXuZRJMkSU2KiGlguuOhmcycmVvIzEsi4t+AX8rMd0XEUcCxnUmYcr3PRMTD53uOzLxgobJJ1k+LGEmS1BCTMJJUDxPb0vzKpMvMAVZbC1xU3n86sL7BkCZG1VmT9tYahST1Yef2S4cdgiRJGlEmYaS+PBb4VEQERcuY2e4VImIKeCjw7IhY2lV2KrAqIs4cSLQtEZnZ80ZTU1M7gTfXH46asHnLjnXDjkGSJKmTrRQkabj27NoWw45hUlXtmnQIjhEjSZKkikzC3JqJKUltERHHA6eWi9dm5kUdZSuB1eXi1szcMOj42qCfwXolSZIk1cAkjEaRCULNJzO3ssBYMWXXpdt0X9KtVR0jRtKAOP6JJEmShsEkjNQMEzG6DS/8R4sHQEmSJEkaH/1MX31xXUGocaf0srIX/pKkOtm0XZIk6Rb9JGLW1BWEJEkaXyZh2sfkmSRJzbFrkiTVwC59ksaJSRhJkppjIkaSauBFiyRpWPwxQFITIuKUiHh+RFwcEQ+JiAsj4kHzrPeUiDgnIt45T9npEfHSiHjlQIJuCRMxkiRJUovN/RhgQkZSLyJiOiI2ddymO8sz8xLgXcA3M/M/gAvnqyczz8vMNwCHz1P8OWA5sLTe6Nut6hgx+3Cw3jbpabBeSZIktc+ktM50DCOpHpk5A8wcYLW1wEX7WyEilgDrgNu0iMnM64CXR8TZFcMcS1UTMYGD9UqSJEkaMJMwmgRzLdxG4PP+WOBZEXEicBpwv4j4XplgmfNOihzBKRGxJTP3zhVExEsoWsMsG2TQoy4ys+eNpqam9gK2fWyJzVt22CJGkiRpyGzJIWmU7Nm1LYYdw6Tqp0WMJEmSRogX+qPN/42kcRARxwOnlovXZuZFHWUrgdXl4tbM3DDo+NqgaiJGksaaFzOS2sj9liSpaZm5FVi/QNksMDvQgFqoaiJmLw7W2yZ2TZJ65MXM8JgEkyRJ0jjrp0XMmrqCkFSNF6waR36mJUmSNM6WVNyu9xF+JdVi5/ZLR2kUdUmSJElSD6omYpbWGoWkRVt27MksO/bkXyRjJEmSJEntUTURI2nIbA0jSZJUv87Wx5LUhKpjxPwMB+ttEwfrlSRJkhbBH7u0P47RqDpUTcQsxcF6JUmSJGksOAbh4kzS+xMR9wSeBvwU+Cvgt4E1mfn0rvVOA1YBP8nM93WVnQGclZlrBhJ0S1TtmnRorVFIkiRJGkt282mHuXEINTkiYjoiNnXcprtWmaZIwhxC0RDjKuC/56nqqcA+5skvZOYFwOYawx4LVRMxUWsUkobGkyNJktQkL+6l0ZSZM5k51XGb6VplGfBJ4CvA2yhavayKiHt3rXeXzHwrcM+IOLr5yNvPwXqlCefJkSRJ0mD5Q5haYj3wB8ATKbokvQO4LDP/q2u98yLiFRSJm+s6CyLiVIrkzZnNh9sekZk9bzQ1NbUPeG394agJm7fsWDfsGCRJkjTeHMRUapc9u7bZ02VIqg7WCw7WK0k6AE/KJWlyuL+XJkNEHA+cWi5em5kXdZStBFaXi1szc8Og42uDfhIxkiTtlyfl0v6ZrJQktU1mbqXotjRf2SwwO9CAWsgxYiRJkobEJIwkDZ9j9mjQ+mkRc3FdQahxpww7AEmD4a/rkiRJvfHcSYPmGDGSNEY8kZAkdTNJL0mjpWrXpN6nWpIWyaaBkiRJ9TEJI0mjxTFiNHI8WZAkSePKH5wkSc6aJEmS1Ke5i2t/TNCB+BmR1BYRsRZ4JPBd4M8zM8vH/xfwq8CJwLMyc3fHNk8BTgBWZObzBh50S1RNxCQO1tsmDtYrSVLNOsfd8OJaktQ2ETENTHc8NJOZMx3LNwE/A25P0ZtmL0Bmfhz4eET8BXAI8ItETGaeV9b9gWajb7cok1o9mZqa2ovdmlpj85Ydww5BkiTAQUMlSRoVe3Zti8WsFxG/DVyfmRs6Hvsj4JuZ+ZmudZcA64ALM/OyOuMdJ1VbxOwD7ODaHraIkSSNBJMwkqRR4Y8D+xcRa4CHAPcE/rjj8RcDv1bcjS9n5nUdm70TCOCUiNiSmXsHF3F7VG0Rsxv49/rDURM2b9lhIkbSonlSIkmSNP4W2yJG9avaIsZ/mBrhBaA0fH4HJUmSNCcilgO/US7uysy/7Sg7Hji1XLw2My8adHxt1M+sSRfXFYQa15oWMV4ASpIkaRT5g6EmVWZeC6xfoGzrQmVaWD+JmHW1RSFJkiRJI8wkjEaRCcJ2qjrz0e4DryJJmlQ7tzueuyRJUtNMwrRT1RYxCVxSZyBqVGu6JkkaD54UaNL5C6UkSVpI1RYxh9YahSRNMFuPSOPHJIwkSVpIP7MmXVxjHGqWLWKkEeYFm6Rhm0sIuz+SJKl5/QzWu6auIDR6bFItSdLk8JgvSeoWEWuBRwLfBb4InA28OjM3d633x8DNwK9k5jO7ys4AzsrMNQMIuTWqdk3SmPOETJK0GHatkySpnSJiOiI2ddymu1a5CfgZcHtgE3DhAlXtA44t17+VzLwA2Fxb0GPCRIwkSarMxH27mDiTJM3JzJnMnOq4zXSV/0tmng18k/0PdxGZ+ULgpog4osmYx4WJGEmt5QWFJPXGxJkkabEiYk1EvAw4jaK1y2nAUyLiqK5VbxcRrwCOAG7squNUYFVEnDmImNsiMrPnjaampvYBr60/HDVh85Yd64YdgySNAse/kiRJKuzZtS2GHcOkcrBeSdLEMAkjSePNhLvUvIg4Hji1XLw2My/qKFsJrC4Xt2bmhkHH1wb9JGIkSZIkaWQMOwljIkiTIDO3AusXKJsFZgcaUAtVHSOm9/5MkiSpUY6bJEnDZRJG0mJUTcTYl0ySRpgX5JPJCwBJkqTRV7VrUgIX1xiHmrW/qcYkjSEvyNthLmHm/0uSJGlyOFivJElDYgJG0qA5hokkDV/VRExgKwtJkiSpNUzCSNJo6Kdr0ufrDESNMmkmSZI04eaSMCZkJC1WRPxP4FnAPwFHA8cCL8rM7FjnNOAcYG1mXt+1/RnAWZm5ZlAxt0HVRMweHCOmTUzESJIkCbBbpCaLicfqImIVcBhwJfDwzDwzIt4KPAD42tx6mfmZiHj4fHVk5gULlU0yx4iRJI0lT7wkSZLnAguLiGlguuOhmcyc6Vh+PPAzYBXw4og4GzgB2D24KMdT1emrl9YahSRJNfPES5LqNTfTm6TxkJkzmTnVcZvpKn9DZr4DuAw4GNgFbMzM2c71ImIKeCjw7IhY2lV2KrAqIs5s8rW0TXR07Vq0qampPZiMaY3NW3YMOwRJkiTVxBZ/kuqwZ9e2GHYMk6pq16TdmIiRJEkaG3OtHbzAH33+jyQNU0QcD5xaLl6bmRd1lK0EVpeLWzNzw6Dja4OqiZifA2+uMxA1at2wAxhH/holSRonHtMkSYuRmVuB9QuUzQKz85XpFlUTMYfjYL2acJ6wStL4MckuSZKaVnWw3qrbSZIkjSyTMNU4iKskSYtXNaHS+wi/kiS1kBeY0oGZwJIkafFs2SJJGhmjmPTwAlOSJEl1qjpGDMDFdQWhxp0y7AAkaTHGKenhWCOSJEmaT9VETOBgvdJI8GJPGk1+LyVJkjSfflrEqOW8gB8P/g8lSZIkNSEi/ifwLGAG+FXgROBZmbm7Y53TgFXATzLzfV3bnwUcDRyUmesGFviIc4yYCeYFvCRJWqxRHMNJklRdRExHxKaO23RX+SrgMODKzPx4Zr4J+BlwSFdVTwX2MU9+ITPfA7wZWNHIi2gpW8RImni2DpOkA3M/KUnjJTNnKFq6LOTxFImXVWVS5n8AF2XmTV3r3SUz3xoRb4yIozPzJ3MFEXEY8HrgDTWH32pVEzH7cLDeNnGwXmk/vLhQL0zcSZKkSZCZbwCIiHsAjwJ+rViML2fmdR2rnhcRrwCWAdd1VXM+cDlwGnBu40G3RGRmzxtNTU3tBWyf2hKbt+wwESNJkiSNABP6GhV7dm2LYccwqeyaJEmSJEkDYhJGTRpEoi8ijgdOLRevzcyLOspWAqvLxa2ZuaHRYFrKRIwkSRo5/mIsSVLvBnHszMytwPoFymaB2caDaLmqiZjAcUckab+8kJSq87sjSZLGVdVEzF6KkY/VDs7XLg3BsmNPNhkjSZIk6Vb66Zrkxb0kHcAkJ2FMQkmSJEm31c/01ZfUGYgaZTcySQNnEkaSJM3xBxrpFksqbre01igk6QB2br902CFIkiSpIpMw0i0crFdSK3jwliRJo8QWHhp3EXE/4LHAfYErgQSOBV6Umdmx3mnAOcDazLy+q44zgLMyc82Awm6FqomYm4G31BmIGuV4PtKI8iROkqR28vittouIaWC646GZzJyZW8jMyyPiQcDJwGGZ+fSIeCvwAOBrHet9JiIePt9zZOYFC5VNsn4G611TVxCSNKk8iZMkSRotk/JDWZl0mTnAOudFxPXADRFxNnACsHsA4Y21qmPEHFJrFJIkSZKkyhxPrz6TkIRZjIh4XES8FPgNYC+wC9iYmbNd600BDwWeHRFLu8pOBVZFxJkDCrsVoqNr16JNTU3tBfymt8TmLTscz0eSJI2lSfnlWpLqtmfXthh2DJOqatekBC6uMQ41y0SMJEkaSyZh1FYmEdVWEXE8cGq5eG1mXtRRthJYXS5uzcwNg46vDfqZNWlNjXFIkiRJ0rzGMWkxbq9HkyMztwLrFyibBWbnK9Mtqo4RI00U+9xKkiQNj0kLSeOkaiLGvmSaKB78JUmSpFv4Q6VUnS1iJEmSJA2UF/Ht5w+VUnVVx4gBB+ttEwfrlSRJathccsEL1APzPZI0yfpJxKypKwhJkiSp7UwuSOo2jgNNq3/9TF8tSZIkSZK6zCVg2pyEiYj7AY8F7gt8Ebg7cATwsszMrnWfB9wrM5/f9fgZwFmZuWYQMbeFY8RIkqSx53gUkqRBakMCJiKmI2JTx226szwzLwd+CKwAVmXm64FvAA/squfJwGfne47MvADY3ET8bdZP1yRJkqRbGdUm2KMYkyRJw5SZM8DMAdY5LyKuB/6g8+Gu1R4B3BlYFRHHZOY1tQY6hvrpmnRxjXGoWQ7WK0kaCBMekqR+jWpSf9JExOOABwD3Bj4aEedQdE36m871MvOscv17dCdhIuJUigTNmZl57mAiH33R1bVrUaampvYBn68/HDVh85YdJmIkSZIktYoJmWbt2bUthh3DpLJrkjRCPNhIkiRJBc+LR1NEHA+cWi5em5kXdZStBFaXi1szc8Og42uDqomYfdjdRaqVSRhJkiRJoy4ztwLrFyibBWYHGlAL9TNGzCV1BqJGmTRrAZMwkhbDpK0kSVK79dM16eK6glDjTMRII8ALaNXBz5AkSVK7VU3EBLCmxjgkaex5Ad0sE12SJElqgyXDDkCSJsnO7ZcOO4SxZRJGkiRJbVA1EXNzrVFI0oQwWaBJYdJRkiRpflW7JjnttSRJWlB30tGuY5IktUtEnAicA1wIHAUcDRwLvAj4U+D7wLbM/GjXducClwPfzMxPd5VNA0/IzLVNx9+UiDhpf+WZ+dUD1VE1obIUB+ttEwfrlSQNlUmY0WJiTJJ0IJl5RUSsB44EHp6ZZ0bEW4EHAD8EDgMOnWfTHwCHU+QNuuuciYiVjQU9GH9W/j0MmAK+RjGO7gOA/wAecaAKHKxXkiRpwnQmYUzKSNJkKlunTHc8NJOZMwusPhMRZwMnALsz8y1lHW+PiPMzc/fcipn5yrLs3cAnmol+eDLzkQAR8RFgOjO/Xi7/KvDixdRhFyNJY8ULCknqjftMSZpMZdJlocQLEbECOB1YBnwI2AVszMzZiHgqcHdgV2cSptzuucByYOs8da4FVkXEkzLz/Lpey5D88lwSBiAzvxERD1rMhpGZPT/b1NTUXsBR+Fpi85Yddk2SpJqZ9JMkSW22Z9e2GHYMbRYRfwfcBHwYSOD/AHfIzP99oG376Zp0ccVtNXgmYiSpZiZhJEkaf/7wcmDlmC+ry8Wtmbmho2w1MDcmzGxmbhx0fA16OvBs4I/K5c8Df7mYDau2iNlXPolawBYxkqRJ44mzJEn7Z4uY4XGMGEmSNHZMwkiLY9JSknoTERdk5hkR8XWKLkm3kpkPOFAdJmIkSZIGyAtfjRI/i5LUs7muSP+ragUmYiRJ0thoQ5Jj1OOTJEkLy8wd5d/v7W+9iPhiZj5svrKqiZh9OFhvmzhGjKRWacPFtEaTnxtJkjQiDluooJ9Zk9ZU3FaSpP3yYlqSpMnhDzAaUwvOjLRkkFFIkiRJktSp7UmYndsvHXYIahkTMZIkSZKk1hp2IqTtiaSFRMSJEbE+ItZGxNMj4sUR8bYonBYRF0fEkfNsd3pEvDQiXjlP2XREXDiI+EfAgtODm4iRVKthHwglSZI0WcY1EdK0MimyqeM23VmemVcA68vFh2fmnwJ7gQdk5mdYeNzYzwHLgaXdBZk5A1xVzysYvog4ISIeXd5fFhGHdxT/3kLbVR0jZjcO1tsmDtargVnoQGjfX0mSJGl0lEmRmUWuPhMRZwMnUOQD9lfvdcDLy/XHVkScCUxTJJ3uDRwHvBd4FEBmfmOhbfuZNWlNxW0ltVQ/yRSTMJIkSVJ7RMQK4HRgGfAhYBewMTNnI2IKeCjw7Ih4S2bu7djuJRStYZbNU+daYFVEPCkzzx/Ay2jS/wVWA/8BkJn/GRF3XsyGVRMxC47+K2l8mUyR1Ha2zpMkaXEy8wfAczoeuqSjbBPwuAW2e+t+6rwQuLCeCIfu5szcFVEMBRMRB7HIXEnVRMzBFbeTJEkammXHnmwyRpKkGkXESoqWIQBbM3NDR9lqYGW5OJuZGwcdX4MuiYhzgGUR8RjgLOCfF7NhZPbeuGVqamoX8IWeN9RQbN6ywzFiJEl9M4EhSdL42LNr24Kz+ujAImIJ8EzgNIoZkj4NvC8XkWSp2iLmxzhYb5uYiJEk9c0kjKRJYwJa0kIycx9wbnnrSdVEzKE4WK/GnAdeSZKkyea5oKSFRMSvA6+mmEnqIIpWMZmZ9zrQtlUTMYcfeBWp3TzwSpLUbv6oIklq0F8DLwC+Auw9wLq3sqTiEy6tuJ0kSZI0ECZhNC52br902CFIuq3/zsxPZuaPMvMnc7fFbFg1ESNJkiRJGoBxTiqaZFKL/WtEvDUiHhYRJ83dFrNh1a5J+3Cw3jZxsF5JkiRJI2eck0zDVEfXzIg4GXg4xfTTM8BDgfsAz83MPR3rnQasAn6Sme/rquMM4KzMXNNXMKPpIeXfqY7HEjj1QBtWTcQkDtYrtZL95SVJkqTxtpjz/YiYBqY7HprJzJm5hcy8FLg0Il4J7AB2A8spGmZ0eirwNebpcZOZF0TEw3t+AS2QmY+suq1dk6QJYxJG0rDY/FySpNGRmTOZOdVxm+leJyKeDFyZmVdm5juBz1IkYzrdJTPfCtwzIo4eQOgjISKOiIi3RcSm8vZnEXHEYrY1ESNJkgbCRLAk9cYEtoYpIn6HorXLMRHxtIh4CUU3nJu6Vj0vIl4BLAOu66rjVGBVRJw5iJgH7P3AjcAZ5e0G4AOL2TAys+dnm5qa2gV8oecNNRSbt+xwjBhJkiSpIXb9Vhvt2bUthh1Dm0XE5sx80IEem0/VMWL24GC9bWIipmYebCVJkjTH80JNkog4nlsGpL02My/qKFsJrC4Xt2bmhkHHN0A7I+IRmflvABHx68DOxWzoYL1SBR5sJUmSpMnhD7G3yMytwPoFymaB2YEGNDzPBj5YjgsTwLXA7y9mw6qJGEmSJEmSJsIgkzAmfdohMzcDD4yIO5bLNyx2WxMxkjThPNhLkiSNDs/LRltEvHCBxwHIzLcdqI6qiZh9OEZMmzhGjKQFebCXJI0yfzCQNGIOL/8mRZekTouaDalqImYJsK7itpJUO0/SJEkaTx7fJY2SzHwNQER8EPijzLy+XD4K+LPF1FE1EbMT+HLFbTV4tojR2Ft27MkmYyRJkiQNygPmkjAAmXldRKxazIZVEzHONz7hvODVKPIzKUmSJNUjIk4EzgEuBI4CjgaOBV4E/CnwfWBbZn60a7vXAT8GlmTm27vKpoEnZObapuMfgCURcVRmXgcQEctZZI5lScUnPLjidhoTXvBK6sXO7ZcOOwRJkiR1iIjpiNjUcZvuLM/MK7hlmuqHZ+afAnuBBwA/BA4DDp2n6hWZ+efAE7oLMnMGuKq+VzFUfwZ8ISJeFxGvBb4AvGUxG1ZtEZM4WG+b2DVJUqMO1ErO5K0kSdJoKZMiM4tcfSYizgZOAHZn5lsAIuLtEXF+Zu7uWPdzEfFS4OZ6Ix4tmfmhiNgEnErRa+i3M3N2Mdv20zXJwXolSYCJFkkaN3ZDlxQRK4DTgWXAh4BdwMbMnI2IpwJ3B3Z1JWGgaLiRwAfnqXMtsCoinpSZ5zcZ/yCUiZdFJV86ReaiZle6lampqe8A9+55Qw3F5i07hh2CJKnlvCiTJGm87Nm1zbFfh6SfrkmX1BmIGmXXJElSX0zCTCYTcJKkA4mIlcDqcnFrZm7oKFsNrCwXZzNz46DjG0VVEzF3A7bVGYgkqeCFj6RR4b5IknQg++ueUyZeTL50qZqIOQQH622TiW8R44Wt2sTPqiRJkjS+qiZilgJraoxDLdWWBEcbYpQkSZIkjb8lww5A7WaCQ5JGy87tlw47BEmSJO2HiRhJksaICXJJktrLH1Qmg4kYSbXzACJJkiT1zh9UJkPVMWLAwXrbZOIH69VgeQCRpPm1ZWw1SZLUnH4SMWvqCkKSJGkSmIQZHSbFJGn/IuJE4BzgQuBq4LHAzsx8W0Q8DbgTcPvMfG3XdmcAZ2XmmnnqPBtYBlyTme9q9hWMLrsmSZIkaeI0nYSxm66kURcR0xGxqeM23VmemVcA68vFZwA/LzaLAB6UmX9W1nNk13YXAJvne87MfCPwNuBeNb6U1jERI0mSxpYXwxoWW9tIGnWZOZOZUx23mf2sflfgr4CfAid1VtPLc0bEcuDVwOt6jXecmIjR0HhyLElqmhfDkiRVExErgNOBJ1J0TzoHeADwbWBzRLwIIDOv79ruVGBVRJw5T7WfAq4BHtNY4C0QmT0lsACYmppK4DX1h6MmbN6yY92wY5AkSZpkjkkjadTs2bUthh3DpHKwXkmSJKlhk5qEMQEljb+IWAmsLhe3ZuaGjrLVwMpycTYzNw46vlHUTyJGkiRJGnsmE6rzfZPGX2bOArMLlG0ETL50cYwYSZIkaT/amkxwPD5JGk0mYiRJkqQx1NYEUr92br/UJJSkkdZP16SL6wpCjTtl2AFIkiRNIrs1DZ7vt6RR52C9kiRJUkPqSAqYzJGk8WLXJEmSJKmCQXV/MQkjSePFWZMkSZJUyaS31Jjk1y5p/EXEicA5wIXAXYDlwH2AF2bmf0fE84B7Zebzu7Y7CzgaOCgz13WVnQ0sA67JzHc1/iJGlGPETAbHiJEkSbUzESHt36QnKzXaImIamO54aCYzZ+YWMvOKiFgPHAnsBO4OHAzcEBFPBj7btf3cdu+JiEOA2yRaMvONEXEksK67bJI4RowkSZKkgZmk5MSkvE61U5l0mTngioXjMvOsiHg2cD/gEcCdgVURcUxmXjO3YkQcBrweeEN3JRGxHHgV8Np+428zx4iRJEmSNDAmJ6TFGfZU7BGxAjgdeCJwcES8GjgJ+F5mnpWZ7wAu60zClM4HbgZOm6faTwHXAI9pKu42iMzseaOpqakELqk/HDVh85Yddk1S60zSr2WSJEnSoO3ZtS2GHcOkcrBeSSPJJIwkSYPljyCSqoiIlcDqcnFrZm7oKFsNrCwXZzNz46DjG0UO1jsZbBEjSZKk/Vp27Mm/6AZhQkbSYmXmLDC7QNlGwORLFwfrlSSNLX/dlaTeuM+UpOY5WK8GatgDTkmaLF5QSJIkadSYiNFALTv2ZC+MJEkTwx8fJElSNxMxGjpPUiVJ48ofHyRJUjcH650MIz1YryepkjR8jqcjSZI0GA7WK0mSTMKMAZNpkqQ6RcSJwDnAhcDVwGOBnZn5toh4CnACsCIzn9e13enAvYBDM/N1XWXPBI4BfpqZf9H8qxhNdk2SJElqoe6uvSZhJEm9iIjpiNjUcZvuLM/MK4D15eIzgJ8Xm0Vk5nmZ+Qbg8Hmq/hywHFg6T9lngWOBPXW9jjYyESNJai1nYtMkM/EiSepHZs5k5lTHbWY/q98V+Cvgp8BJEbEkIl4DvHOeeq/LzJcDN89T9r2yBc1RNb2MVuqna5IkSUO12AtRu2xIkiT1JiJWAKcDyyi6J50DHAGcR5GACeCUiNiSmXs7tnsJRWuYZV31HQK8DEiKhM7EiszseaOpqakEXlN/OGrC5i071g07BklS/0woSZKkuuzZtS2GHcOkcrBeSZJawiSMpFFgUlhSp4hYCawuF7dm5oaOstXAynJxNjM3Djq+UWTXJEmSJEmLZhJGaq8mEqmZOQvMLlC2ETD50sXBeiVJ6pEDBEuSpDYykToaTMRIktQjT2JGh0kxSZLUNv10Tbq4riDUuFOGHYAkTQrHThgs32tJktQ2DtYrqRIvNqX5+b2QJEnS/tg1SVIlXmxKkppm1zNJ0jgyESNJffAiQZKaY9JfkoYnIk6MiPURsTYinh8R6yLimWXZaRFxcUQcOc9255brP3aesumIuLD56EebiRhJQzMOSQwvEiRJktRGZVJkU8dturM8M68A1peL1wEJ3L4s+wwLjxv7A+BwYGl3QWbOAFfVEX+bOVjvZHCwXo0kkxhSdY7TJEmS+lEmRWYWue4HASLihRFxr8y8cj/rvrJc993AJ+qIddw4WK8kSS1kEkbjzESjJA1fRKwATgeWRcQRwLHA3YCrI2IKeCjw7Ih4S2bu7djuucByYOs8da4FVkXEkzLz/AG8jJEUmdnzRlNTUwlcUn84asLmLTtsESNJDfPCUZIktcmeXdti2DFMqn5axEgaEV4ASsPnd1CSJE2iiFgJrC4Xt2bmho6y1cDKcnE2MzcOOr5R5Bgxk8EWMYx3smJcX5ckSZKk0ZaZs8DsAmUbAZMvXRwjRhPDZIXG3TgnGyVJkqRx4fTVkjQmRiUJMw7TkkuSJElNMREjSarVqCSEJEn1MckuSfUxEaPGeMCWJEkaDybZJak+DtY7GYYyWK8HbEmSJEnaP8f5mzwO1itJkqRaeVEhSYvn/nLy9JOIkSRJkm5jEBcVJnskqVkRcSJwDnAh8EPg4cB9gOcCTwJOAFZk5vO6tjsLOBo4KDPXdZVNA0/IzLVNxz/KHCNGkiRpyHZuv9Sx1XpkEkaS+hMR0xGxqeM23VmemVcA68v7XwR2A8uBfZl5Xma+ATi8u97MfA/wZmDFPGUzwFV1v5a2sUWMJEnSkJlU6N9cIsv3UpIWp0yKzPSw/jsjYiewPCKuBdYB7+xeLyIOA14PvKGuWMeNg/VOhqEM1itJkjQoJmDURnax0yiLiBXA6cCyiDgCuDNF16QPUyRgAjglIrZk5t6OTc8HLgdOA87tqnMtsCoinpSZ5zf/KkZTZGbPG01NTSVwSf3hqAmbt+wwESNJkiRJJZNgsGfXthh2DJPKrknSmPMgI0mSJN2a58f1iYiVwOpycWtmbugoWw2sLBdnM3PjoOMbRSZipDHnQUaSJEnD4o+C4y8zZ4HZBco2AiZfujhrkiRJkiSpEeOehHHGO1XhYL2TwTFiJEmSJNlCpWa+l6qin0TMmrqCkCRJktROXti3i/8rafjsmiRJkiSpZ3NdMrywl6TemIiRJEmS1DMTMPPbuf1Sxw2RtF/OmiRJkiRJNek1QWXXLo2qiDgROAe4ELgLsBy4D/BCYC1wJ+D2mfnaru1OB+4FHJqZr+sqmwaekJlrGw5/pDlY72RwsN798OAnSZKkYfE8VMNSJkWmOx6aycyZuYXMvCIi1gNHAjuBuwMHAzcAD8rMF0TEqyLiyMy8vqOezwFTwM+7nzMzZyJiZd2vpW0crFcTz4OfJGnU+COBJKlpZdJl5oArFo7LzLMi4tnA/Tqrmafe64CXR8TZNYQ5lhwjRpIkacSYhKmPY3VIUjURsQI4HXgicHBEvBo4CfgesDkiXgTQ1RqGiHhJRLwcWDZPnWuBVRHxpEaDH3GReZsE1gFNTU0lcEn94agJm7fssGuSJEmSJooty6T927NrWww7hknlYL2SJEmSxs5ikzAmbKT+lGO+rC4Xt2bmho6y1cDcmDCzmblx0PGNIgfrnQy2iBkAD+KSJEnt4/mb1J/MnAVmFyjbCJh86eJgvVINTMJIkiRJkhbDwXo1kto2sJ5JGEmSJEnSYpiI0UgysTHZ2paIkyRJkqTFcoyYyeAYMWqFuS5eJuIkSZIkjSvHiJE0MppOwDiWjyRJkqRhs2uSpIlgEkaSJElavIg4MSLWR8TaiJiKiD+OiBeWZU+JiHMi4p3zbHdGRFy8QJ2HRcR5EbG22ehHm4kYSRPBJMx4cRwhSZKk/kTEdERs6rhNd5Zn5hXA+nLxGcDPi80iMvO8zHwDcHh3vZl5AbB5gad9PvC3Nb2E1jIRI/XAiz9pNJhYkyRJ6k9mzmTmVMdtZj+r3xX4K+CnwEkRsSQiXgPcpkXMQiLil4GjgMcDp/UTe9s5WO9kcLDemnjxJ6lXdouTJEltFBErgNOBZcCFwDnAEcB5FAmYAE6JiC2Zubdju1OBVRFxZmaeO/d4Zn4LeFlErAGOHMyrGE2RmT1vNDU1lcAl9YejJmzessNEjCRJkjSmTPqrij27tsWwY5hUVVvE7Ks1CkmSJA2UF27S+PC7rGGKiJXA6nJxa2Zu6ChbDawsF2czc+Og4xtF/XRNkiRJUkt54SZNFpOvakpmzgKzC5RtBEy+dHGwXkmSJEmNcsKD4TMJI42Oqi1iEgfrbRPHiJEkSdLQjFISwJYhkoataiImgDU1xqEJ5YFQkiRJg+S5p6Rhs2uShsoDoSRp5/ZL7bYgSZImhokYSZI0VMuOPdnEvCRVZCJbah8TMZKkA/IkT5Kk0WQiW02JiBMjYn1ErI2Ih0XEiyLiLyPioIh4SkQ8PyL+fZ7tzoiIixeo8+yIeG1EPLfxFzDCHKx3MjhYr0aW4wS1g/8jSZKkyZKZV0TEeuDIzPxiRDwYWA7sy8zzIuKXgKXzbHdBRDx8gTrfGBFHAusaDH3k9ZOIWVNjHNJ+ebE+vvy/SpIkSYMXEdPAdMdDM5k5s9D6mfnOiNhJkYz5MfAM4M09Pudy4FXAa3uPeHz0k4iRBqb7Yt3EjCRJkiRVVyZdFky8RMQK4HRgWUQcAdwZuA/w4Yi4A3BIZl47z3anAqsi4szMPLer+FPAx4DHAOfX80raJzJ7z6lMTU3tAf6t/nDUhM1bdtg1SZIkSdLY8IfZ/u3ZtS2GHcOkqtoixn+YNGE82EmSJGlUeF46OiJiJbC6XNyamRs6ylYDK8vF2czcOOj4RpGD9U4GW8Sobx7sJGkwTHxLktokM2eB2QXKNgImX7pUTcQswcF6JUmSamcSpj8msiRJo27JsAOQJB3Yzu2XDjsESWoFkzCSpFFnIkaSWsALi/YzmSZJkiSo3jVpH447IknSoplMk6TRZ9c2SYNQNRGzG/iTOgNRo9YNOwBJzfLEUZKk/nkslTQIVRMxS3GwXkkaGZ44SpLUHH/wkFQnx4iRJEmSpP0wCdM8x1IbPRFxYkSsj4i1EfHEiHh+RHwxIm5flj8vIt4xz3ZnRcQrI+I185RNR8SFzUc/2kzESJIkSdIImORkhMmuwSuTIps6btOd5Zl5BbC+vP/PwAeBSzPzpoh4MvDZ+erNzPcAbwZWzFM2A1xV6wtpoapdkxK4uMY41KyBDaxss01JkiSpGs+jNUhlUmSmh02eTpmYAR4B3BlYFRHHZOY1cytFxGHA64E31BTq2KmaiAkcI0bz8OAhSZIkjRZ/LFUVEbECOB1YFhGXAb+UmW8DyMyzynXu0ZmEKZ0PXA6cBpzbVedaiuTNkzLz/IZfwsiKzOx5o6mpqV3AF+oPR03YvGWHU41L6psncZIkSeNjz65tMewYJlXVFjGSdBteqI83/7eSJEnqFhErgdXl4tbM3NBRthpYWS7OZubGQcc3ikzESKqNF+qSpKaY7Jek0ZSZs8DsAmUbAZMvXRysdzLYNUmSJI2EqgkVkzCSpHHhYL2SJEkamHFLqNhSR5LUqyXDDkCC4iRGkiSpbUzCSJJ6ZSJGI8GTGEmSJLWBPyBK6peJGEmSJElaJH9AHC8m1jQMDtY7GYY2WK/9piVJkiSNKq9VFhYRJwLnABdm5oUR8TRgTWY+PSKeApwArMjM53VtF8Bbgasz8x1dZdPAEzJz7SBew6hysF41yh2bJElqI39MkjTuyqTIdMdDM5k5M7eQmVdExHrgyIh4DHAV8N9l2XllHR+Yp+r/C/w98NDugsyciYiVdb2GtqqaiJEk1cgTfkkaLe6TJY27Mukyc8AVC48CfgCsioh7A98F1gHv7FwpIpYD9wXuDNw/Iv4yM2+uL+rx4BgxkjQCPOGXRo/jBkiSJllErABOB54I/GXZzeiyzPwvigTMnYBTImLp3DaZeW1m/hHwfuCS7iRMRKylSOY8aTCvYjRFZva80dTU1C7gC/WHoyZs3rJjaGPESJKkyWaLP0kaTXt2bYthxzCpHKx3MpiIUat5Ei9J7eX+W5LGWznmy+pycWtmbugoWw3MjQkzm5kbBx3fKHKwXkkjz5N4SZKk+vgjl+qUmbPA7AJlGwGTL10cI0aSJI0Vx3aRpP0zCSMNl4kYSZK0oDYmNbzAkCRJo8xEjCRJWpBJjfHRxqSaJEnjyMF6J4OD9UqSNKHmxoIwqSZJ0mhwsF5JE8FB6SRNKvd9kiSNlqqJGElqBX8JliRJknoXEScC5wAXAnuBewNPAh4N/DqwCvhJZr6va7uzgKOBgzJzXVfZ2cAy4JrMfFfTr2FUOUaMpLFmAkaSJIHjJEndImI6IjZ13KY7yzPzCmB9ef+fgQ8Cl2bmTcBTgX3Mk1PIzPcAbwZWzFP2RuBtwL1qfjmt4hgxk6GRMWLs6iFJkqS28LxVurXMnAFmetjk6ZSJGeAumfnWiHhjRBydmT+ZWykiDgNeD7yhu4KIWA68Cnht5cDHgGPEqDIPZpIkSZI02qr+gB4RK4DTgWURcRnwS5n5trL4vIh4BUU3o+u6Nj0fuBw4DTi3q+xTwMeAx5TrTaTIzJ43mpqa2gV8of5w1ITNW3Y4a5IkwJZskiRJKuzZtS2GHcOkcrBeacJ4IT7Z/N9LkiSpThGxElhdLm7NzA0dZauBleXibGZuHHR8o8hEjDRhvBCXpNFlslyS1DaZOQvMLlC2ETD50sXBeieDXZNKc6Ple5IrSRpFHp8kSRp/DtarieIJrrQwf4mXJEmSmnebOb8lSZPJJIwkDdZcS11J0mQxESNJ0pjzYk8aTSbAJWkymYiRJGnMNX2xt3P7pSZ7JEmSFsnBeieDg/UOmWNvSBpn7t8kSZIWz8F69QsmC5rj+ypJkiSpTSLiROAc4ELgh8DDgfsAzwWeBBwD/E5m/nrXdk8CjgeuysyPdpVNA0/IzLVNxz/K7JokwCSMJEmSJE2SiJiOiE0dt+nO8sy8Alhf3v8isBtYDuzLzPOATwL/OE/Vvzf3FN0FmTkDXFXbi2gpEzECbLEhSd0c80SSJI2zzJzJzKmO28wB1n8n8FmKZAzAM4APzLPqoZn5VuDR9UY8PkzESJI0DxPUkjT6TJpLzYmIFcDpwBMj4mkR8RJgCrgpIu4AHJKZ186z6aci4mzgB/PUuRZYVXZfmliRmT1vNDU1dTPwxvrDURM2b9mxbtgxSJIkSaqPQwuoX3t2bbtN1yENhoP1SpKkVvIiRNIkc/+nURERK4HV5eLWzNzQUbYaWFkuzmbmxkHHN4qqJmIkSZKGyosQSRovJtjbKTNngdkFyjYCJl+6OEaMJLXUzu2X2jdekiSNDZMwmhS2iJGklvJkRZIkSWqfqomYXZs2bVpTZyBqzkGH3K33EZklSZIkSVLtqiZidk9NTb26zkAkSZIkSYPn2CzSYDlGjCSpVRwXR5KkepmEkQaraouYQ3D6aknSEHiyqFHmr8qSpHEREScC5wAXAj8EHg7cB3gu8BTgTsDtM/O1XdudAZyVmWvmqXMaeEJmrm0y9lFnixhJkqSamIRpN2ejkzRJImI6IjZ13KY7yzPzCmB9ef+LwG5gObAPeFBm/llZz5Fd210AbJ7vOTNzBriq1hfSQlVbxOwDLq4xDjXrlGEHIEmSNOpMpEmFuYSk34nxViZFZnpY/50RsZMiGfOLh2sPbAJUTcQswa5JkiRJkjR2TMA0rw1dWSNiBXA6sCwijgDuTNE16cPA5oh4EUBmXt+13anAqog4MzPP7SpbW5Y9KTPPb/5VjKbI7D2BNTU1dRPw5frDURM2b9lhixhJkiRJGgGjkoTZs2tbDDuGSVW1RYwkSdJYGZUTY0nSeBu3Y01ErARWl4tbM3NDR9lqYGW5OJuZGwcd3yhyjJjJYIsYSZIOYNxOjNvGMSkkqZ0ycxaYXaBsI2DypYtjxEhqHU/WJWn8uE+XJE0Kp6+W1DrLjj3ZE3aNFKe7lSRJ0mKZiJEkqU8mBiVpuEyIS2qTqokYB/mVJEmSNHQOtC2pbaomVH6Og/W2iYP1SpKkkeGFs+rkZ0lS21RNxOzGwXqlgfKkVZI0LjyeSdLoi4gTgXOAC4E9wK8CJwLPAt4EfB/Ylpkf7drudcCPgSWZ+faussOAvwY+mpkXNvwSRlbVrklRaxSSDmjZsSfb/1mSJElSLSJiOiI2ddymO8sz8wpgfXn/45n5JuBnwCHAD4HDgEPnqXpFZv458IR5yp4P/G19r6KdqraI2VdrFJLm1d0Kxl8QJUmSJNUhM2eAmcWuHxF/BFyUmTcBbykfe3tEnJ+ZuztW/VxEvBS4uWv7XwaOAh5P0Sjkwv5eQXtVTcTcrtYoJM3LxIukcWaXS0mSRldErABOB5ZFxAOBXy4eji8DTwTuDuzqSsIAZHn74K0ezPwW8LKIWAMc2WjwIy4ys+eNpqamfgz8Rf3hqAmbt+xYN+wYJEmaj8kYSZKGY8+ubQ45MiRVW8RcD3hxr1bz5F+Shs/9sCRJ7RYRK4HV5eLWzNzQUbYaWFkuzmbmxkHHN4qqJmISuKTOQNQop6+ehyf/ahuTh5IkSRo1mTkLzC5QthEw+dKl6qxJx9YahSTpgEzCSJI0GXZuv9TZMqUxVjURc3CtUUiSJC2CFyaSJsGyY0/2BxhpjPXTNeniGuNQs+yaJElqtbmueV6YSJKktquaiFkCrKkxDkmSpHk5PpIkSRonVbsmVd1OkiSpJ3NJGLslSZKkcWBCRZKkCdTGpIatYiRJGpyIODEi1kfE2ohYHREXRsSDyrLTIuJlEfEH82z37Ih4QUT8v67Hl0TE2yPiJRHx1AG9jJFkIkaSpAlkUkOSNG7a+CPDMEXEdERs6rhNd5Zn5hXA+vL+RuDCjuKnAvuYJ6eQmX9JMZ31+q6i5cDPM/OtwP+p6WW0koP1TgYH65UkSZI01g70I4Njjt1aZs4AMxU3v0tmvjUi3hgRR2fmT7rK1wLP7Xq+H0fE9yLipcCPKj7vWKiaiAEH65UkSZIktUTnmGMmZA4sIlYApwPLIuI64DTgfhHxPeC8iHgFsAy4rmu7ewDfz8w981S7r/y7vqm42yAys+eNpqamdgFfqD8cNWHzlh22iJEkSZI0Mea6KZlwWdieXdti2DFMqn5axEiSJEmSNHIWSsDYGqZ+EbESWF0ubs3MDR1lq4GV5eJsOdbMxKuaiHGQX0kTwwO2JEnSePCcrn6ZOUsxOO98ZRsBky9dHKx3Mtg1SerDsmNPNhkjSZIkqRZVEzEBrKszEEkaZSZhxouJNUmSJA1L1UTMbuDf6gxEjbJFjCR1MAkjSRokfwCQ1KnqWC+7a41CkiQBt8zyIEkaHyZhJHWq2iLmpzhGTJvYIkaSWsKTdUlSm9n6RzqwqomY2wFraoxDkiRJktRiJmGkxeln+mpbWUjShPEES5IkLcRzhPESEScC5wAXAtvL+6/OzM0RcRqwCvhJZr6va7szgLMyc025fDawDLgmM9/Vsd5S4CzgKOCKzPxI4y9qRFQdI+ZHtUYhSWoFT7DazfFnJEnSnIiYjohNHbfpzvLMvAJYX97fSJGQmfNUYB/z5BQy8wJgc8fyG4G3AffqWm8vxZAn9wRu6vsFtUjVFjEJXFJnIGqUrZckacLM13rJRJokSZqTmTPATMXN75KZb42IN0bE0Zn5k4VWjIjlwKuA184Tw9cj4pnAi4F/rhhL61RNxKwAzqszEDXKRIwkTZj9JV3sYiZJkg4kIlYApwPLIuI64DTgfhHxPeC8iHgFRZej67q2OxVYFRFnZua5wKeAjwGPAc7vqv8ZwGHAtwfwkkZGZGbPG01NTe0CvlB/OGrC5i07TMRI0oQy6SJJkuazZ9e2GHYMk6pqixhJUhcveDWK/ExKkqQmRcRKYHW5uDUzN+xn3VOB48vFjZk523R8o6hqImZvrVFI0hjwgre9TKJJkiRVUyZTFpVQ2V+SZpJUnTVpX61RSJI0RMuOPdkZhSRJkjQQVVvE7KOYZkrt4BgxknQAtoiRJDXJ1peS5lRNxCwB1tQYhyRJkqQhMEEwGL7HkuZU7ZokSZIkaQxMcoLAbqmShqFqImZ3rVFIkm7FE0NJkpo3yUkoScNjIkaSRpAnhlL7mVCVJLVZRJwYEesjYm1E/K+IeHlEvD8iDi7LnxcR75hnu7Mi4pUR8Zp5yqYj4sLmox9tVceI2Y2D9baJg/VKLWW/fam9/O5KkkZZREwD0x0PzWTmzNxCZl4REeuBIzPz48DHI+IvgEMi4neAz3ZtP7fdeyLiEOBd85TNRMTKml9K61RNxByMg/VKUuO8kJMkSf3wRx0tpEy6zBxwxVJE/BFwUWbeFBGPAO4MrIqIYzLzmo71DgNeD7yh7pjHhYP1qtVs9i1JkiQtzCSMqoqIFcDpwBMjYh3wUGBlRByVmWdl5juAyzqTMKXzgZuB0+apcy1F8uZJjQY/4iIze95oamrqBuDw+sNREzZv2THsEBphdl+SJEmSqtmza1sMO4ZJVbVr0s3AV+sMRI0ayzFiTMJIkiRJGgWT/CNxOebL6nJxa2Zu6ChbDcyNCTObmRsHHd8oqpqI2YqD9bbJWCZiJEmS2mCSL9CkSTHJ3/HMnAVmFyjbCJh86VI1EbMHB+uVJHXxYkOSbsv9oiSpU9XBeu9WaxSSpLHgxYYkSdJoc8KT4avaImYvdnfRGPLXfEmSJEnjzOud4avaIuabtUYhNaTXbK87JUmSJElSozLT25jfgOm21m/svi+jVL+xj1/svi/GPil1G7uxj1r9ba3b2I191OpvOnZvzdyqtohRu0y3uH5jH3zdTddv7MOp39gHX3fT9Rv7cOpva91N12/sw6nf2Adfd9P1G/tw6jd2DZSJGEmSJEmSpAExESNJkiRJkjQgJmImw0yL6zf2wdfddP3GPpz6jX3wdTddv7EPp/621t10/cY+nPqNffB1N12/sQ+nfmPXQEU5wI8kSZIkSZIaZosYSZIkSZKkATERI0mSJEmSNCAmYiRJkiRJkgbERIx6FhH/IyJ+qbz/iIh4cUT8z2HHVUVEvKHGuu4YEfee5/EH1PUcgxYRj6mhjt+IiMPqiEeTISLuEBGnR8QLIuK5EfG4iGjV8SoilkfEUQ0/x0k11vW2iPj1uurrqvu3ImJ5ef+YiPhQRHw9Is6PiONqeo6B7X/rPG6U9bU59oF8VyPinhHx2xHxyzXVtyIiVpT3jynrvl8ddZd1NvK+DOK7NE4i4qyG6q3187if5+n7HKysp7Hz9og4IiKeFBEvLD/vT4qII+uoe4Hnq3UfNgz9/l89rx4fDtarnkTEO4DVwEHAp4FHAZ8ETgEuy8yX9FH3MzLz/eX944APAr8GzAK/n5lX9Bn7O7sfAn4P+BBAZj6vj7rPAN4B/Ag4mCLeL5dlX83Mvi6YIuJa4B+BvwM25IC+uBGxNTOP77OOncBNFJ+TvwM+nZl764ivrP+OwDGZ+V9djz8gM7f0WfdvAJ/JzJ/3U88in+uewCpgNjO/VUN9jcXecN1nAC8BvgY8EvgCxY8G9weekplf76PupvcxxwNvodgvXk+xj7kjsAF4eWZe1Ufd3fuQAD4GPJHiWP7VqnWX9V8DfA84Bjgf+LvMvKyfOjvqns3MleX984EvAR8FHk3xP+33pLSx/W+Tx42y/rbH3tR39cLMXFve/02K9+hi4OHAGzNzfR91Pwt4OcX78Wbg94HLgV8H3pKZf1217rL+Jt+Xpr9LjZ1rlEmLtwP7gOcBrwTWAlcAT8vMb/ZZ/wu7HwLOBt4AkJlv66Puxj6PB3jeOs7B3kFz5+1PBdYBnwG2lQ8fBzwGeE1mfqh65I2ftzd6PnCA5+7r/9r0ebUGKDO9eVv0jeJkJYDbAdcBtysfPxj4Rp91f7Xj/gXAsyhOXn4L+FwNsV8NfBh4KvC08nbN3P0+694M3LW8vxr4FvDb5fJlNcT+beA5wL9THOz+HHhoTf/Tixa4/TNwUw31XwYcBZwJfA74IfBe4JQa6j4D2F6+/5cDD57v89RH/TuBHwN/AzwBWFrHe17WfWHH/d8Evgt8oPxf//6Ix95k3Vs69it3ojjBAHgA8IU+6256H/NF4Emd7wewFPhd4Et91r2P4oLuXztuO8u/G2qI/bLy730pLpAuL/dj64AT+6z72x33v9JVtrmG2Bvb/9LgcWMMYm/yu3pZx/0vAPfseJ6v9Vn31ynOYY4GfgqsKB8/qqbPY5PvS9PfpSbPNT5PkTj+3xRJ39+lOJ98Yk373xspksivKvdb6yjOU9cB60b489j0OViT5+3fBo6c5/GjgCtqiL3J8/amzwca+7/S4Hm1t8Hehh6At3bd5nbawGHlDn1ZubyU4pf8furu3Clu7iq7rIbYD6f4FeNvgbuVj11Z0/vy9a7luwJfofjVp46EQOd7czzwUuCrwJXAG/qs+zrgf1L8OtJ5WwP8sM7Yy+UV5fvyReD7fda9mWYTYE0mkS7ruF/rid0gYm+w7q9zS2vNZV3vU53J3s0L/T/6qP8/q5Qtsu7TgUuAJ3Q89t1+Y57vvel47AHAG4Hv9Fn3XwGvLf+ffwasLR9/JHBJHZ+ZruXa9r9NHjfGIfYBfVc3dpVdVmPdX6uz7gG8L01/l5o81+h8H76z0PP2Uf/xwN9TtHKaSzbUdY7X5Oex6XOwJs/brwCOmOfxI+jzmFfW0+R5e9PnA439X7u/L9R4Xu1tsLeDkHrz/yLiUood+vuACyLiSxQ7l8/3WfdxZTPEAI6JiIMzc3dZdnCfdZOZNwLPj4hfAz4cEf+P+sZJujEi7p1l95jM3BERa4ALgTr6ncfcnczcStH94S1ln9/f7bPuLwE/y8xLbvOkEd/us27oiB0gM38AvBN4Z0Sc0GfdSzNzR1nvxoh4JPDxsplp9ll3WW1eB5wLnFuOKXAG8KaIOC4z795P3R33D8rM75ZP+OOI2NdHvb+ov8nYG6z7E8CnIuIS4PEUze4px0WI/W24CI3uY4CvRMR7KJo4f7987O4Uv95d1k/Fmfn3EfEp4HUR8XTgRdTzGZ9zm/c2i659Wyia9/fjOcAfU/x6CvCCiLiJ4pfB3+uzbmhw/9vwcQPaHXuT39UHRsQNZT2HRsSKzPxBRBxCcQHZj30d3/1fjJNRjrlQx/vT5PvS9HepyXONzv9bdzehQ/qsey7e08uuQ/8SEW/vt84OTX4emz4Ha/K8/fXAVyPiM9xyzDueomvS6/qsu+l9WNPnA03+X5s8r9YAOUaMehYRD6O4EPtSFAMM/hawFfj7zKx8ARkRT+t66KLMvK68yHteZp5TPerbPFcAZwEPy8z/U0N9D6TY4f5n1+MHA2dk5nl91v+2zOzu/9wKEbEmMy9uqO4vAL+XHePDlGPG/BPwiMw8tM/6L8vMVQuUnZCZ3+uj7r0UfXwDOBQ4vuPEblNm9jVQZ8OxN1Z3WccTgJUUv1b/S/nYEuDgzLy5j3ob3ceU/7tnUnQ1uxvF//ZqiubIf91P7F3P8yCKsRZ+NTOPqanOO2TmT+uo6wDPcwRF4vEn85TdLzMvr1Bno/vfjvpqPW6UdT6Qopn6d7oeH/nYy3ob+a7u5/mOBH4lM7/YRx3HAzs6LrrmHr9bWfdn+4tyMO/L/r5LfdTZ2LlGOTbPed37mYi4D/CczHx+jc91O+A1wEMy83/UVe88z3MkfX4eB6Gp8/ay7uXAadz6mPfp8sea2jRw3j6wa466NXlercEyEaOJVB44su4DRdN1D0pEnJR9Dv45CE1fxAzjYFfXiV3DCbCBvS9lYu2+FM2RW/udqlt5Unp4Zt5QY51LADJzX5lU+lXgqsy8tq7nOMDz9z2weUddd8rMH9dRlxbH7+rCmvw8RsRZmfmeJupuu4g4us5EVVln4+d4TZ+DNVl/0/vetpyfDprHvHZq1XSgGm0RUXkmgHL734oGp2WMiOMj4iNRzA7yH8CXI+JH5WP3GNW6y/obe28i4qSu268BF0XEqqhxetwFnruvz0xmfm2eJMxJmbm7jl+SO5MN0eB0xJ11Z+b1dfy6Nl+iJCLu1G+9C9Vdl4j48FycEfFYioEG3wxsjojfaeD5NtRdZxP1z/O/ewrwJxExXSZl+q1/LbAD2BZF0/5LgT8FtkTEE/utf7FhVNoo4vER8d2I+Ldyv3U58B8RcXVEPKrmGDuft6/9V1nHMzruHxcRn4uI6yPiCxFxYp91/3JEfDIi/l9E3Dsi1pd1b4yIX6kh9sa+qxFxbUS8LyIeVcfnu6vupt+Xxj6PUUwR3Hl7EfDaueV+Y1/gOWvbR0bEYyPimd3nRZ3fgz7qflPH53EqIq4EvhQR34uIU/qsu8nzx0bPwZqsv+l97zyxn1Rj7HfqWv4/EfHOGo+pje1nhnXMU/1sEaOeRMRvL1QEvLefZvLR/LSMX6QY9Ovvs5zmLSKWAr8DPD8zHzqKdZd1NfbeRDEeyZeAzubSDy0fy8w8tXLgNP6ZaXpK3yanI26s7rL+xwPvoZj54rkUMw8cRtEN6mmZ+bl+6t/P8349M+9fx/ZRdD17cmZeVZ40fS4zH9hH3d3TmQdwIuV4CzV0B2us/uhoLRIRrwBOphjA8H8BV2fmC6rWXdZ5GcV4Fssopt19cGZ+O4r+5v+QmVP91L/IGCq1iImIzRQzsRwJfBz4n2UT/F+h6ArRzxTQje2/yvo7/68XUAx+fS5F97bnZGblk+qI+DzwVuAOwJuAl1HMKvO/KI5L/SYFmvyufht4F8X/9R4Ug7D+XWZ+qZ+Yy7qbfl8209zn8UaKMWjmZsIBeD7F+QeZ+ZqqdZf1N7kPeyPFFOFfpThGvyMz31WW9d0aruvz+K/ASzPzy1EkNP+2n31Yw+ePTZ+DNVZ/k5/1sv4mY2/6mNrYfqbp910DlCMwYrC39tyA3cB6iml2u2839ll309MyNjmjSWN1N/3e0PxsLE1+Zpqe0rfJ6Ygbq3vucwH8CvAw4CeUU5CWj/U7G8tvL3D7/4Br+qz7cuCO5f1/A5Z0lvVZ90UUCalfBk6guMD7fnn/hBre88bq59YzjnwVuH15/2C6Zt6pof5vdJX1PaPJImOo9DzcevaL73eVbe4zpsb2X/PEvrmr7LI+6+78nzYxS02T39U2z97T5OexsZmByrqa3Id9nWJMGyguID8BvL37f9JH/d/qqP9L3c/dZ91tnhGvsfqb/KwPIPbLOl8HzR5Ta93PNP2+exvczVmT1KstwJ9m5je6CyLi0X3WfXFEvJZiutSLI2JtZl4YxUw4/91n3dDgjCYN1w0NvjfZ/GwsTX5mzqBo7fHWzPxEWed3M/ORfdY7506ZeX7nA1n8GvaRiOh3RoAm6wbYl5nfBIiIn2X5S3JmfjPKsUD6cD5wHvN/Tg7rs+7XAP8aEe8G/h34aER8DDgV+FQ/FWfmb0TEbwEzFJ/JiyJid/Y5uPCA6l8WEasouhQvzcybyufcHcXAz32LiCVZDNzY2V1mKTXMaLJIuypud30UA4HeEbguIl4AXEDRYrDfAYib3H9BszN3NDpLDQ1+V6G9s/fQ4Ocxm50ZqOl92EGZuad8nuuj6PI4ExEfpZ73/d3AJyLiTRSzVr0D+EeKVqeb+6y7tTPiNVx/k/vepmNv+pja5H6m0fddg2PXJPUkIk4GvleeDHSXTWXmpj7qPphiWsa5i4DjKGaV+WeKrhq3ec4e629sRpMm6y7rb/S96XieB1HMxnK/zLxzTXU29pkp67gDxTSJx1EcpC/OzHv1U2dH3R8BrmX+k687ZeYZo1h3Wf8GioTJHSmmNf0Atxyoz8zMR/RR91coujfNd3H6/exv+mqimEXjTIom8QdRfJcuzMxP91NvR/23p/jM3Ac4KTP7HoOq6frLpvadnpzFVMdHU8xQ0VfXoYh4MMWvgD/vevweFDOQfbiPug8Bdmd5wlEmkE8CZjPzk9Wj/kX9dwdeQdFC7jUUTbafCXwPePFcQrJi3U3vv57W9VBtM3fEAGapaeq7Gi2evafJz2PX8zQ2M1BD+7CPU/xocknX438CnJOZfY9bGcXU78/mls/j9ymmgv9Ads2S1WO9g54Rr7ZzsAXqr2XGvUF91svnehD1xt70MbWx/cwg33c1y0SMRlI0MMXpuGj6vYmofzaWQWgoidTm5F1rL04HJYpZtx6Wme9tY/3lcywBDsvMnzX1HF3P9w+Z+f/1uM3XgDVlguElFFOnfgI4hWKq9rMbCFWaWFW+pwvUU9s+LCKWAWTmznnK7paZ28r7k36O1+g5WFvP8WAwsZetQA+dO6ZO+udRzTIRo55FMTvCcRSD8V3V8fgzMvP9A3j+Oqc43ZB9DoRW1rMceA7FwKjvB84GHg58k6I/+3X9Psci46g62OVA/6d1ve/z1NvaEwwVymbxl2TmtRFxDMXMPScBs8CLMvPqPus/HrihbBp/D2AK+NZ8rXsq1P2AzOwe7LIWTbcq6SGOyzJzVY/bfCMzf7W8vwk4OTN3RsRBFH3d+x0k+VbTdkbE/wFWU4xJ8b5s6EQnIl6Vma/ts47uz/ufAauo4fMeEW+jGGj53/uJseJz1/HeNHJc2s/n5RvAuXV8XkbgPKnn72nHto3tIxf5/LWd43XU+fTM/EAf2zd2jjeM72lT52Bdz1HHPmDufd8O/DVDOLfu47x6oP/XQfxPVT+nr1ZPIuINFF1k7g98LiKe21H8nEGFUWmjiC1dt68Dvz633GdMHwZuT3HC8q/AXSkG09tJMdDjoPT83jT9P23yfY+It0XEr88tZ6HRJEw0ON1xk3V3Pc+r+tz+t6K5qeZfn5nXlvf/gqJv/+OBT1J0r6osIl5OMfDflyLiDyjGsXg8cH7UM/XrZRHxnYh4XUSsrKG+Tl+mGOCSslXJ6ylmOHphFGMiDEqVi9QbIuJXy/s/5pZxhA6invOQz8zdiWL2i98DvgKcxm375tfpD2qoo/vzfhk1fd4p3oc/j2L63rdEMR7CoPT13kQxw05Tx6WFPi+PoYbPy4icJ1VKJg1gH7moMBqos6/ZpGj2HK/R72nD5777U8f+ce59/zWGd25d9fPY2P91iP9T1cwWMepJ+WVflZl7IuJIiqnevp2ZL+jnF5geY6ianb4IuAH4E4qdeACXAo8AyD4Go4uIzZn5oLJFxtWZebfusqp19xhHz+9N0//Tht/3ayi62hxDMR7K32VmHYMjz9Xf5FSejU6lfIDn3pqZx/exfZPTqX87M3+pvP+VzPy1jrK+vksRcTnFifTtgKuAe2XmNVGMh/Afc602+qj/MoqTr/9NMSPWTcDfAR/J/qcjb7RVSQ9xVNnHPAD4G4ppsaGYwvYS4AHA2zLzb/uM6Rf7qYj4KsV7c1MUY2t9NfubTn2hxG4AyzKzr0kPGv68X5aZqyLivhQD3P4uxQCSf0exr7yiz9gbe2+aPC41+XlpOvYeYqh6ntToPnKRMVSNfaEL0ABOzMxD+4ipsXO8AXxPmzwHa3r/OPRz6z4+j439X5v8n2qwbBGjXt1q1HvgicAdo75R7xuTmb8B/APFbAAPLC+Mdmfm92rYaS2JiKMoBlu9QxTNeYli0K+Rfl9o+H/a8Pt+dRYDqj0auBH4cER8KyLWRcSJfdYNxYnoForZmZ5Y3n7UcX9U6yYibljgdiNwbJ/Vd84GcJ/MfHtmXp2Z6ymSYv24OCJeG8V4AhdHxFr4RVecfmdP25vF+ATXU5y8/AQgy9kSapCZ+Y3M/OPMnBvE9M7ApRHxhT7rbrpVyWL1/OtgFt21TqI4Af0K8B7g08Cj+03ClJZFxKqI+DW6Zr8A+p394nrgvpl5x67b4cCOPuuGZj/vCZCZ/5mZr8vM+1Hsbw6jGKOnX9fT3HvT5HGpyc8LjMZ5UtVf8ZveRzbpLsBTueUY2nm7zZh6PWryHK/R72nD52DX0+z+sc3n1o39Xxv+n2qATMSoV/8VEafMLWTm3sx8JsWv+L8yoBiqTnFKZv4TRTPbNWVGua4d+RuBb1F0H3gG8L6I+BeKC+131PQci1HlvWn8f9rg+97aE5gBHEivp7kTpCYvHp9DMcDwt4HfAf6xTB6dSdHapB9fjYi/pZjS9HPAByPiKRHx1xRjcvTrVhc/mbkxi5lfjqfo296PPwTOi4gPUSTsNkXE+4F/A97QZ929eFmVjcr9yicz888z888y8/zyIrUOOyi6lPwpcG1E3BV+cbK+p8+6PwScsEBZHUmkJj/vt7kYz8wtmXl2mSjsV5PvTZPHpSY/LzAa50mVvqc0v49cjKrneB8H7jB3DO24XQVc3GdMTZ7jNf09bfIcrOn94yicW1f9PDb6f23wf6oBsmuSehINj3ofxQwgZOa+KAan/FXgqrylD31tYoHZAPqIfSnFd2pP2V3gQcC2zNzRsU5fo69HxMHZNQVjdA08WKHOgc5kUOf7PsBm3o1Nd9xU3VFMCXpRZm6cp+zNmVn1RJ0Y3HTqtc4QVn4vf4cigff3FAN0PhnYCry73199I+LJNbXwWKj+pRTjnnROFfzpOhIaEXFHimTRccAnO19HRLwnM8/qo+6vUlzY/V1m/le/sfbwvAOb/aKOuhv4vN8hu6ZOXWC9RmcFqRj7wGfYqevz0mTsUUxrvo4iefcq4LnA/0cxeOkfdZ5vVNH0PrJ8jimKFg57gP/MzG/1W2ePz39UVhjktalzvEF/T+s+913kc1auexDn1h31nJWZ7+m3nrKugf1fh/E/VT1MxKgRUW0cgbXAX1GcYPwhcA7Fxd2JwLMz85/rjnOBOGofsb/fusuWBn8DHEoxmON0+StPo/F2xdDo81T8zIzNCcywDqQ1JAeHMtV8w9/TWqZ+HUb9VeuOiH8A/pNivJ9nALuBJ2fmzf2+1xHxXYrWX2cAP6DoonR+Zm6vWmfFOEZu3z4K9Rv74OuuWn9EfAr4fxQDmD4ZOI/i+/SbFF39frP2QOePo8o09qdQzAp2PcXgq/8OHEWxr/m9zPx+3XEuEEcrPzOj+Hkchbqr1h+3HXw6KH6MeANAZjY50HtnHK1939U/uyapKVX6J68DHkgxNd3fAE/NYiq2Xy/LBqWJEfv7rfstwGMz8xiKriz/EhEP7bPOXjX9PFXGnjhgEqb0N73WvcDzfa07UVJX/U3WfQB91Z+Z/z1fEqaOug+gyc/jvRqsu+n6q9Z978x8eWZemEW3ua8CG8ruGv26LjNfnMUA0S8C7kvRBeJfI2K6hvoXaxT37aNQv7EPvu6q9d8lM9+VmW8CjszMN2fm1sx8Fwt3EWlClf3MO4DHZ+ajKcaM2p2Zv04xA9xf1xjbgbT1MzOKn8dRqLtq/a8BHgLcATi8/Lu0vH94faEdUJvfd/XJRIyaUqmpVWb+IDO/C2zNzLnZY77HYD+rTTYTq1r3IXMtCzLz74G1FH23f6uPOnvV9PM0Wf8ongSMQt1N199k3aP4PR2F+qvWfehc11CAzHw9RdL380AdyZi5ei8tuzndjWIa0ofVVfdinr6ldTddv7EPvu6q9XeeC31oP2VNqxL70sy8pry/lTJxlJn/QrE/GJS2fmZG8fM4CnVXrf9+FImX2wNvzczXUPxo8Jry/qC0+X1Xn0zEaKR0XAg8o+OxpTgI1e6ybzgAZVLmURQthe47tKjaYxRPAkah7qbr9ySgPf4ZOLXzgcz8IEULlsoDpJduM01nFgOYfiozn95n3dIk+VhE3AEgM18x92BE3Id5vmcjZlNE/HVEPJliINeLASLidtx6Jj6pcWVLstOBL1C0Mj992DFp8piIUVOqnLhPUyZc8tYDjN4deFMdQS1SvxcdTdT9coqpGX8hM68GTmFw702T78sg6td4afLzMnGtkDLzpZn52VtVFPGhMlnSV7I3M383IlZHxIPLeldGxAsj4gn91FvBKO7bR6F+Yx983ZXqz8xXdXbJjYhHlGNd3Ku8qByUKvuZZ1FMX/9w4LPAS8rHE3hsTXEtRpP734n6PI5I3X3Vn5kfoxgE/yEUA+APWpvfd/XJwXrVsxjgzEZNq3mE9IG+LxFx58z8UY311T4j0yDrP8BzfykzH3rgNUev/kmNfZgza0TEaZn5mZrqOrp7DJ266p9vH1C17iimv7zVQ8AjgQ3wi+nWq8a5jmKazYOAf6E44b0YeDTFrE+vr1p3Wf8hFONNZLn8SIoxKGYz85P91L3A89V53Ght7PPUfQeKwfWvzPqmJu+svzXH66bqj4iNmbm6vH8m8H+Bf6K4kPzncuyYxtW4D7vN/rFOEfEbmXlR12PLq/wfIuJ44IbMvD4i7gFMAd/KzG/UEGdjdXc8R2PH1KaP18M8H+hHk/uZcboWm2QmYtSTJmc2KmdfOZti/JNjyod/BHwMeFO/J3ZNjpDe9IxPEbG8+yGKX5ZWUXyPK+94m56RaQD1t/KEuum6O56jkQRYgxcajc2sUZ7MvRXYRvHdfz/F9KxXUHwuL+sz9jcBf5qZPy6f6wKKfcLBFIOPX9JH3Y3tA8r6LwMuB95H8Qt1UMzG8rsAfcb+dYopRw+lmDXpuMy8IYppfv8jMx/QZ+xfA9Zk5nUR8RLgt4BPULQY3JSZZ/dRd6Mza7Q89l9Max4Rj6DobvJfwH2AZ2XmJ/qou83H68bqj4jLMnNVef/LwBMy85qIuD3wpcy8fz+xH+C5P5mZj+9j+8b2j2X9v939EPBu4CyAzPzHPup+OUWLnpuBPwVeTHFseijw131+Hhuru6y/yWNqozNhNRx75zXHnSmOe3Vec6yluf1AY3VrwDLTm7dF3ygupFcA9wRuAH6pfPwEipPGfur+NPAyYEXHYyvKx/6lhthvBM4HXkUxtso64Lq5+6P6vpT17AO+23XbXf69ss+6vwzcr7x/OsUUtg+de101xN5Y/RQH0B8COyim7/wPil/wrwaeWEPsjdU/gNgfWdZ1DfAZ4B4dZV8d1djL79Ix5f17Av9U3n8M8Jk+695I0TLjfwPfB04vH38U8MUa3vOvd9z/V+DB5f0Ta9g/NrYPKOtfAryAosXKg8rH+q537n863/1yeXMN9X+j4/4mYFl5/yBgS591N3bcGIPYv9px/1+Bk8r796rh897m43WT50lfo7gQPbq7ru7vVsX6T1rg9mvAjj7rbmz/WNazB/g4RYL9A+XtxvLv+/us+3JgWfm+38gtx6jbd36HR63ujs9jU8fUxuoeQOxNX3M0uR9odB/mbXC3oQfgrV03bn1C/Y2usn4v7r5dpayH+o8H/p5ipo7blY81caFR6/tS1vFi4FPA/Tse+25NsX+ta/l+wLcpfpmtI/bG6m/6YNTmAynNJsCafF+2dNxfyq0v9i7vN+6O+1sXKuuj/m8BB5X3v9RV9vU+625sH9D1PMcBHwX+ovs96qPO/+jY5y7pePyImvYxXwB+tbz/KeCo8v5h3fvjCnU3dtwYg9g7v5tf6Sq7bFRjp/njdWP1A1cBV1ImYCkvIimm3t1cQ+x7KZLq/zrPbWefdTe2fyzreDDwOeDZ3NLi/7s1fWa2lH+XUrSa6NyP9fs9bazuzvo7nqPOY2pjdQ8g9qavOS5b6P9Yw36gsbq9DfZ2EFKPImJJZu6j/pmNvhcRLwU+mJk/LOu9C/D7FL9e9yUzt/L/t3fv0XJUVR7Hv7+QTCQEEwhPRQk+kFGR8BBwRDSIPAQFFMSlS1AUlVFkzUOM4ixARwUEcXAcHwgBeekQFGFUQFAQRUxCnmDQWfLMKBoNRAmCkuz545w2nfb2TXKrTnfX5fdZq1fqVnXv2qlbt6r79Dlnw5GSDiPNkH5u1ZjtCh4XIuJsSV8DzpX0IOlbwagaN/uLpG0i4qG8r7skvZr0zdJzBz1+K66ktUqeq60U76DGL5z7WiXPJS0BvpG7QVc+dwrmPlfSBaQ31IdRb2WNxyUdQGoACEmHR8TVufvzqoqxIXWD/07ugn+dpM8C3yD1uFlQJXDha0D7fpYCR0k6hNTIVod9I+KJHH912/pxwLE1xH8vcFke5vNb0jl0C/AS8lCWkSp936DZue8kaRFpCMhUSZtFGmI1hvS7HbEm369Lxo+IqV02rSZ9uVHVEtKwsv/t3JCvO1UUuz4CRMQcSa8BTgS+L+lD1HeNnCfpclIvlZuAiyVdR6o097MBjg1l76klY5eOX/QzR45X7DpT+hpmveE5YmyDKFW9WBwRj3esnwrsExGXVoi9Gak60GGkCkFBGv5wDXBm1DtvxgTgdGCviNi3hnjFjssQ+3odcAppqMk263r+esTbH1gWEQs71k8C3h/VJ9LsFn8y8L4q8fO8FrtHmqdkz8jVtvLNaGFEvLhC6kXj9yD3ucChrQaTvG47cgNYRGw6iLlLGgccD7yQ1A3/wohYpTSfyFYRcX+F2NNI37CvJg3DOQE4BvgVaY6YH480dts+ppM+XO9IGl7yIGnM+YXRMVdPhX28njQmvJZrwGiQz70DWHPcl5ImAn6kxn1sApxGTfeNtri9yL3We16OuX3Hql9HxJ8lbUFqfBvxnBwd+2nU/bqX7wfqplTCd3Grcb1j2+ERcXXF+K8iXXfbr49XAzPruj7m/TwD+CywR0Q8p4Z4Y4GjSO9LZ5HmFnsL8ADw+YhYOYixc/yS99RisXuQe9HPHIU/LzX2GmNrc0OMDRRJewKRv9l4EXAQsCQqTPrXL6q5GoCknYBnkrr5ryJ9mL5T0kERcV1d+2mSJr+h7kHuxRrYRtObAEmXRMTbCsb/akQcUyDuxsBXI+KoumObmcFfJ2HekzT8oZZKcm2xX5FjL647ttm6SPoAac6ZWnq/mI1ELV337alD0tMlfUrSJZLe0rGtUllJpRKn5wFfkPSpvLwJMEPSKVVi5/h7SPqBpEslPUvS9yQ9ImmOpF0rxj4jfwvY2s89wE8l3a807KFq7h8gfat+InAncECsKWtYqft6yd9pjjEpH5+7Jf0+P5bkdZOrxI6IOZ2NAXn9fXU0BgwVPzewVY7fJfZWNeZ+Y2cjTF6/omovp5LHve18WVL3+SLpms4HcETbciVd4r+hjvhDxP06cHBduTeZpIPalidJukDSIkmXK3U1rxK7/fq1vM7zMccveV+aJ+mjkuoYYjpU/PbjPrnm476NpC9I+rykKZJOy7H/W9K21bPvut/KJcMlTZT0MUl3SVohaZmk2yW9vYYUi5I0u235eNJcUZsCpyoNa60r9rtI7/Em1hE7x3xJ2/K4fO5fI+mTSr2qqsQeDefjnXWfj23XmMq9jrrEL3ZtBz5Oep9+q6QTlN/D16UP18fFpc9Hq58bYmxDzSSNB78KeLOkqySNz9v2rhj7SODlwL7A+4AjIuJjwIHA0RVjA/wXcBbwbdIEiV+KiMmkrolVGxwOiTXlgD8NHB0RzyPN7H5OxdiQumbuHhGHA68C/k3SSXmbKsYu+TuFVKLyYVKJ1ikRMQWYntddWSVwlw8xK/KHmGlVE1fBBjZJm3c8pgCzJW2mvy1VPJL4JRtNizWuseZ8mV73+QI8izTvyWdIf5efIVWpOId6/k63Kxi/ZOyma2+MPodUzet1pAmrv1Qxdvv1a/Oaz0coe1/aDJgM/EDSbEn/pDRkoy7tx/1s6j3uF5Hmx3iQPFEscChwK/DFKoEl7dblsTupzHpVl5Em0j2QNKTqPOBtwHRJlb446YH2uX3eDbwmIk4nDZ17a42x30P6Qqmu2JDOmZYzSGXUzyFVJKp0zjA6zseDqP98bF1jbu7BNabua/s9pPvqx4E9gCWSrpN0rKQRD91u0+vr4yHUcD5aj8UAzBjsR3MedMzKT5qr5Meksnt1zgI+f7j91hC/1ooplK8G8LOOnyeSKmx8puqxKfk7zfGKzUyPyxEPF/8q0pvRw0ljnq8CxudtVf9Wi5V9LHy+FCvRXDp+6dyb/GDtShoLOrYtqBi7l5U16r4vtR+XV5Aadh7K17J3D/hxH+64VI1drDJQjt9ZKXBO/ncMcHfV+CUfFCyPXTL2EOfMAmBcXhbVS8G3x/b5uCZWk68x8zp+Hge8HriCNKx7kHOf37Zc6/noR28frppkG2q81szUTUR8QtJS4IekxoEq/ixpQkQ8BuzeWqk0p8Xq7i9bbyUrphStBgA8JGlaRCwAiIhHJR0KXAjsXDF2yd8plJ2ZflxEfDfHPDMiZgFExE2Szq4YG2CcpLER8SSwcUTMyfF/0dZraKROBvYHPhgRiwEk3RsRO1SM2/LciHhjXr5aaXjf95Umeq1qakSc2b4i0qTAZ0o6rstr1lex8yWf4+dKujL/+xuo7z5YMn7p3BtuK0n/TPrA9XRJiojWBHhVe/6WvH5B2fvSX3tLRsStwK2STiT11Dwa+HLF+CWPe/vrvzrMtpEoWRkIYKWkfSLiR0qT6y+H9DcsqWoP1tImAXeQfqehXPFQ0kSq974tGRtgkqQjSOfH+MiT/0ZESKo6IabPx6E1+Rqz1v89ny/XANcozcFWVVOvj9ZDfhNnG+paUkm9G1srIuLi/KHgcxVj96LE6VmkRp0DgRMkXQT8H2noz4hFxOckLWbtagA7kqoB/HuV2NkxwJMd+3wSOEZS1S6OJX+nkG7GM4Bb8geYYM3M9G+qGNvliLsr2cBW8sNpyfMFKFaiuSfxS+feUOeT5rEAuBjYAlgmaRuqN4R3no+QvvG9lnrOx6HuSzPJlbwqxv6byjcRsYrUm7KOCd5LHvdvSZoYEY9GxEdbKyU9D/hFxdin0f3DyokVY0N6H3C+pB1Jc7odByBpS9I9ZWBFwfLYJWNnt5B6NADcLmnriPhNPh9/N8zr1keTz8f3Al+R9AJgMfWej02+xnSd8iAi/lQxNjT3+mg95KpJtsG0dmWjF5LGnd4dDahsJOnvgWcAP42IR9vWV648pLaqRnXHLm2Y3A9u9TipIf52pGFbtR0bSbuw5kNMqxzxseTGtYi4rVLiDFtu88LcGFaZai5JnmOeBdwQETd2rD8I+FxEPL9C7Payj1vl1a3GkjMi4uGRxh5iX66sYevUy/uSaq60JWkvYHXUXC0wx10SEX/I3/B+GNiVNLfAJyNiRQ3x746IFUqToc6oK/4Quc8AdisUu9bjMsT+ilUest5Q6gF7NPCriLhRad61fyD1ZvlyVCi9XTJ2jl+sOlDJ2L2IX1KTj7v1jhtibIMoVTY6mPSB9HvAXsDNpCEW10fFaiwl5QvXP5Lmc5kGnBQR38rb5kXEbhVjv49046w1dmm5G+n7KZR7v46NpHdExMwSsUvEzx8IWiXJG5V7nbElzY6IPfPyu0jnztWkCR2vjYgzaknURo2S9yUNXZFqP9KcDkREpaF+Q+S+J+mb/TpyvwvYJSKelPRl4DFgFqlH3y4R8YaKuReL39TYOX7nNez9wDfxNayxJF1G+hudADxC6lXa6h1LRLy9UGxFRKUe4ZJWACuBXwKXA7MiYlmVmF1iXwFcWVfsXsQvqWTuTT4u1iEGYKIaP5rzIHVr3Ih0w/gD8PS8fmMqTobWo9wn5uWpwFxSowBUn4SuWOwmH5d+Hhs6JjBrUvyncu6sPQndHGDLvLwJNUx87cfoe5S8LwHzgEtJ1epemf/9dV5+5YDnvqT9/9GxbUENuReL39TYOcb8tmVfw3r0IE90P8yjtf0DI4i9KP87ltT7c6P8cx0TAReLnePMJw19OgC4AFhGGjZ0LLDpoMbuRfzC52Njj7sfvXt4jhjbUE9GGv/5mKRfRsQfII2nlFTHhLolbRR5WExE3JeHnMyStD3VJ4orGbu00rkXiy9pUbdNwNZdtg1EfOfe1Zg89GkM6dvAZQARsVJSLUPBbNQpeV/aAziJNHTwgxGxQNKfIuKWinFbSube3rtuoaQ9ImJunruk0nCHHsRvamzwNawvor6J7ocyRtLfkRrTJpDmpVsOjGftstyDFhvSkM3VwA3ADZLGsaba5NnAlgMauxfxS2rycbcecUOMbajSlY1KKll5qGTs0krnXjL+1qQJLjvnJBFQeX6YwvGd+9BKV9aw0afYfSnKV6sqeU99F/Afkj5Kmqz0J0oTgz+Yt1VVMn5TY4OvYQND0m4RMa+GUBeQhrVvRGqUvVLSPcDewNcGODaUrQ5UuvJQ6fglNfm4W494jhjbIJLGR65s1LF+C2DbyGV4B5Gk7UjfPj40xLaXR8SPBzF2aaVzL3zcLwBmRsSPhth2eUS8ZaSxS8d37hu8zwnA1hFxb92xrdl6eV9Sqlb18oj4SE3xiucuaVPgOaQGpKWRK53VpWT8psbusj9fwwqS1DnfnIBvAa8jfd6p1CAj6RkAEfErSZNJ8zg9EBGzq8TtQewdI6JIJZ2SsXsRv6QmH3frHTfEmJmZmZlZY+WhfLcD7Q2be+d1ERH79SUxM7Mu3BBjZmZmZmaNJelI4ETgzMil3yXdW3juGDOzERvT7wTMzMzMzMxGKiJmAYcAr5F0paRnA/622cwGlnvEmJmZmZnZqCBpGnAu8OKIcAUZMxtIbogxMzMzM7NRQ5KAiRHxx37nYmY2FA9NMjMzMzOzxpJ0hKTN8/KWwEXAbZK+nqs3mpkNFDfEmJmZmZlZk30iIpbn5f8EFgAHA98FZvYrKTOzbjw0yczMzMzMGkvSzyPiBXn5jojYvW3bgoiY1rfkzMyG4B4xZmZmZmbWZDdL+pikjfPy4QCSpgMr+pqZmdkQ3CPGzMzMzMwaS9I44BTguLxqO2AlcC0wIyIe6FduZmZDcUOMmZmZmZmNCpImAWMj4vf9zsXMrBsPTTIzMzMzs1EhIla0N8JI2qmf+ZiZDcU9YszMzMzMbFSS9EBEPLvfeZiZtRvb7wTMzMzMzMxGStJ53TYBk3uYipnZenGPGDMzMzMzayxJfwT+BXhiiM3nRMQWPU7JzGxY7hFjZmZmZmZNNge4MyJu69wg6bTep2NmNjz3iDEzMzMzs8aStDnweEQ81u9czMzWh6smmZmZmZlZY0XE8vVphJF0VS/yMTNbFzfEmJmZmZnZU8Fz+p2AmRm4IcbMzMzMzJ4aPCeDmQ0EN8SYmZmZmZmZmfWIG2LMzMzMzOypQP1OwMwM3BBjZmZmZmajjKSthlj9oZ4nYmY2BJevNjMzMzOzxsrlq9daBdwB7Er6vLO891mZmXXnhhgzMzMzM2ssSauB+ztWbwcsBSIiXC3JzAaKhyaZmZmZmVmTnQz8HHh9ROwQETsAS/OyG2HMbOC4R4yZmZmZmTWapO2Ac4EHgVOBhW6EMbNB5R4xZmZmZmbWaBGxNCKOAn4AfA+Y0OeUzMy6co8YMzMzMzMbNSS9AnglMDsibuh3PmZmndwjxszMzMzMGkvS7Lbl44HzgI2AUyXN6FtiZmZduEeMmZmZmZk1lqT5EbFrXp4DvDYilknaBLg9Inbub4ZmZmsb2+8EzMzMzMzMKhgjaTNSb39FxDKAiFgp6cn+pmZm9rfcEGNmZmZmZk02CbgDEBCStomIhyRNzOvMzAaKhyaZmZmZmdmoI2kCsHVE3NvvXMzM2rkhxszMzMzMzMysR1w1yczMzMzMzMysR9wQY2ZmZmZmZmbWI26IMTMzMzMzMzPrETfEmJmZWa0kXSTpyH7nMVK9yl/SHpLO67LtPklblM7BzMzMes/lq83MzMz6ICLmAnP7nYeZmZn1lnvEmJmZWSWSjpG0SNJCSZfk1ftKuk3SPa3eJZImSrpJ0jxJiyUdltdPlbRE0vmS7pJ0g6SN87aX5tg/kfRpSXfm9Rvln+fk7e/J69V6Xt7H0evI/eT8vIWSzhhi+6slzc/PuVDS+Lz+Pkmnt/1fdsrrN8nPm5Nfd9gw+36VpP/Jy1Py/3u+pC8B2rDfgpmZmTWFG2LMzMxsxCS9CDgF2C8idgFOypu2BfYBDgVaDRyPA0dExG7AdOAcSa0Gh+cDn4+IFwGPAG/M62cC742IlwGr2nb9TmBFRLwUeClwvKQdgDcA04BdgP2BT0vatkvuBwOHA3vl3M/q2P404CLg6IjYmdST+IS2p/wu/1++APxrXncK8P2c1/S8/02GPHhrOxX4UUTsClwDPHs9XmNmZmYN5IYYMzMzq2I/YFZE/A4gIpbn9VdHxOqI+BmwdV4n4JOSFgE3As9s23ZvRCzIy3cAUyVNBjaNiNvy+svb9nsAcIykBcBPgSmkxpx9gCsiYlVE/Aa4hdRQM5T9gZkR8VhH7i0vyHn9Iv98MbBv2/ZvtOfblteMnNfNwNNYv0aVfYFLcx7fBh5ej9eYmZlZA3mOGDMzM6tCQAyx/omO5wC8FdgS2D0i/iLpPlJDRefzVwEbM/zwHAEnRsT1a62UXrv+qXfNvTPvblo5r2LNeyoBb4yIn29AHi3D5WJmZmajhHvEmJmZWRU3AW+SNAVA0ubDPHcS8NvcCDMd2H64wBHxMPBHSXvnVW9u23w9cIKkcXm/O+YhQD8Ejs5zyGxJ6mkyu8subgCOkzShS+53k3rmPC///DZSD5vhXA+c2BpyJWnXdTy/5YekhqrWkKnN1vN1ZmZm1jDuEWNmZmYjFhF3SfoEcIukVcD8YZ5+GXCtpLnAAlJDx7q8Ezhf0krSUJ8Vef1XSMOB5uVGj2Wk+V6+CbwMWEjqYXJyRDzUJffrJE0D5kr6M/Ad4CNt2x+X9A7gSkljgTnAF9eR78eBzwKLcl73kebJWZfTgSskzSM19jywHq8xMzOzBlKEe8GamZnZYJI0MSIezcszgG0j4qR1vMzMzMxsYLlHjJmZmQ2yQyR9mPSe5X7g7f1Nx8zMzKwa94gxMzOzUU3SzsAlHaufiIi9erT/A4EzO1bfGxFH9GL/ZmZmNljcEGNmZmZmZmZm1iOummRmZmZmZmZm1iNuiDEzMzMzMzMz6xE3xJiZmZmZmZmZ9YgbYszMzMzMzMzMesQNMWZmZmZmZmZmPfL/AHms5QeLSdkAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "import seaborn as sns\n", - "import matplotlib.pyplot as plt\n", - "cm = sns.clustermap(pd.crosstab(vdj.metadata[\"clone_id\"], vdj.metadata[\"changeo_clone_id\"], normalize=\"index\"))\n", - "hm = cm.ax_heatmap.get_position()\n", - "plt.setp(cm.ax_heatmap.yaxis.get_majorticklabels(), fontsize=6)\n", - "cm.ax_heatmap.set_position([hm.x0, hm.y0, hm.width*2, hm.height])\n", - "col = cm.ax_col_dendrogram.get_position()\n", - "cm.ax_col_dendrogram.set_position([col.x0, col.y0, col.width*2, col.height*0.5])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### *Dandelion* class\n", - "You can see that the objects returned via the functions above are `Dandelion` objects, which is a python class holding the data:" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", - " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id'\n", - " distance: None\n", - " edges: None\n", - " layout: None\n", - " graph: None" + "[837 rows x 18 columns]" ] }, "execution_count": 13, @@ -919,14 +911,14 @@ } ], "source": [ - "vdj" + "vdj.metadata" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Essentially, the data slot holds the airr/changeo contig table while the metadata holds a collapsed version that is compatible with combining with `AnnData`'s `.obs` slot. The other slots will be gradually filled as we go through the notebook. You can retrieve these slots like a typical class object; for example, if I want the metadata:" + "You can deep copy the `Dandelion` object to another variable which will inherit all slots:" ] }, { @@ -998,11 +990,11 @@ " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG\n", + " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG\n", " sc5p_v2_hs_PBMC_1k\n", - " 137_7_4\n", - " 137\n", - " 351\n", + " 169_7_2\n", + " 169\n", + " 376\n", " IgM\n", " IgL\n", " IGH + IGL\n", @@ -1016,14 +1008,14 @@ " IGLJ2,IGLJ3\n", " IGHM\n", " IGLC\n", - " 43_0\n", + " 48_0\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC\n", + " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC\n", " sc5p_v2_hs_PBMC_1k\n", - " 146_6_2\n", - " 146\n", - " 170\n", + " 55_6_1\n", + " 55\n", + " 578\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -1037,14 +1029,14 @@ " IGKJ3\n", " IGHM\n", " IGKC\n", - " 85_1\n", + " 80_1\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG\n", + " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG\n", " sc5p_v2_hs_PBMC_1k\n", - " 164_3_2\n", - " 164\n", - " 520\n", + " 138_3_5\n", + " 138\n", + " 669\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -1058,14 +1050,14 @@ " IGKJ5\n", " IGHM\n", " IGKC\n", - " 197_2\n", + " 196_2\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC\n", + " sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC\n", " sc5p_v2_hs_PBMC_1k\n", - " 116_10_4\n", - " 116\n", - " 673\n", + " 8_9_7\n", + " 8\n", + " 199\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -1079,14 +1071,14 @@ " IGKJ1\n", " IGHM\n", " IGKC\n", - " 296_3\n", + " 351_3\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG\n", + " sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG\n", " sc5p_v2_hs_PBMC_1k\n", - " 164_3_3\n", - " 164\n", - " 604\n", + " 138_3_1\n", + " 138\n", + " 322\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -1100,10 +1092,9 @@ " IGKJ2\n", " IGHM\n", " IGKC\n", - " 196_4\n", + " 195_4\n", " \n", " \n", - " ...\n", " ...\n", " ...\n", " ...\n", @@ -1122,13 +1113,35 @@ " ...\n", " ...\n", " ...\n", + " ...\n", + " \n", + " \n", + " vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG\n", + " vdj_nextgem_hs_pbmc3\n", + " 2_5_1\n", + " 2\n", + " 691\n", + " IgM\n", + " IgK\n", + " IGH + IGK\n", + " Multi_light_v,Multi_light_j\n", + " T\n", + " 28\n", + " 45.0\n", + " IGHV3-7\n", + " IGKV1D-39,IGKV1-39\n", + " IGHJ5\n", + " IGKJ1\n", + " IGHM\n", + " IGKC\n", + " 726_813\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG\n", + " vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG\n", " vdj_nextgem_hs_pbmc3\n", - " 30_4_1\n", - " 30\n", - " 396\n", + " 19_3_1\n", + " 19\n", + " 54\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -1142,35 +1155,14 @@ " IGKJ4\n", " IGHM\n", " IGKC\n", - " 48_845\n", - " \n", - " \n", - " vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG\n", - " vdj_nextgem_hs_pbmc3\n", - " 188_7_1\n", - " 188\n", - " 142\n", - " IgM\n", - " IgL\n", - " IGH + IGL\n", - " Multi_heavy_v\n", - " T\n", - " 14\n", - " 43.0\n", - " IGHV3-23,IGHV3-23D\n", - " IGLV7-43\n", - " IGHJ5\n", - " IGLJ2,IGLJ3\n", - " IGHM\n", - " IGLC\n", - " 12_846\n", + " 42_814\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG\n", + " vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG\n", " vdj_nextgem_hs_pbmc3\n", - " 195_7_2\n", - " 195\n", - " 326\n", + " 159_7_2\n", + " 159\n", + " 417\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -1184,14 +1176,14 @@ " IGKJ2\n", " IGHM\n", " IGKC\n", - " 51_847\n", + " 53_815\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC\n", + " vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC\n", " vdj_nextgem_hs_pbmc3\n", - " 178_11_1\n", - " 178\n", - " 526\n", + " 110_11_1\n", + " 110\n", + " 358\n", " IgM\n", " IgK\n", " IGH + IGK\n", @@ -1205,14 +1197,14 @@ " IGKJ5\n", " IGHM\n", " IGKC\n", - " 603_848\n", + " 574_816\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA\n", + " vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA\n", " vdj_nextgem_hs_pbmc3\n", - " 193_4_2\n", - " 193\n", - " 221\n", + " 184_4_1\n", + " 184\n", + " 117\n", " IgM\n", " IgL\n", " IGH + IGL\n", @@ -1226,41 +1218,41 @@ " IGLJ2,IGLJ3\n", " IGHM\n", " IGLC\n", - " 525_849\n", + " 501_817\n", " \n", " \n", "\n", - "

870 rows × 18 columns

\n", + "

837 rows × 18 columns

\n", "" ], "text/plain": [ " sample_id clone_id \\\n", "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG sc5p_v2_hs_PBMC_1k 137_7_4 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC sc5p_v2_hs_PBMC_1k 146_6_2 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG sc5p_v2_hs_PBMC_1k 164_3_2 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC sc5p_v2_hs_PBMC_1k 116_10_4 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG sc5p_v2_hs_PBMC_1k 164_3_3 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG sc5p_v2_hs_PBMC_1k 169_7_2 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC sc5p_v2_hs_PBMC_1k 55_6_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG sc5p_v2_hs_PBMC_1k 138_3_5 \n", + "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC sc5p_v2_hs_PBMC_1k 8_9_7 \n", + "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG sc5p_v2_hs_PBMC_1k 138_3_1 \n", "... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG vdj_nextgem_hs_pbmc3 30_4_1 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG vdj_nextgem_hs_pbmc3 188_7_1 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG vdj_nextgem_hs_pbmc3 195_7_2 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC vdj_nextgem_hs_pbmc3 178_11_1 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA vdj_nextgem_hs_pbmc3 193_4_2 \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG vdj_nextgem_hs_pbmc3 2_5_1 \n", + "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG vdj_nextgem_hs_pbmc3 19_3_1 \n", + "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG vdj_nextgem_hs_pbmc3 159_7_2 \n", + "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC vdj_nextgem_hs_pbmc3 110_11_1 \n", + "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA vdj_nextgem_hs_pbmc3 184_4_1 \n", "\n", " clone_id_group clone_id_by_size isotype \\\n", "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 137 351 IgM \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 146 170 IgM \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 164 520 IgM \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 116 673 IgM \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 164 604 IgM \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 169 376 IgM \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 55 578 IgM \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 138 669 IgM \n", + "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 8 199 IgM \n", + "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 138 322 IgM \n", "... ... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 30 396 IgM \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 188 142 IgM \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 195 326 IgM \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 178 526 IgM \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 193 221 IgM \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG 2 691 IgM \n", + "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 19 54 IgM \n", + "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 159 417 IgM \n", + "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 110 358 IgM \n", + "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 184 117 IgM \n", "\n", " lightchain status \\\n", "cell_id \n", @@ -1270,8 +1262,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IgK IGH + IGK \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IgK IGH + IGK \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IgK IGH + IGK \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IgK IGH + IGK \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IgL IGH + IGL \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IgK IGH + IGK \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IgK IGH + IGK \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IgL IGH + IGL \n", @@ -1284,8 +1276,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC Multi_heavy_v T \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG Multi_light_v,Multi_light_j T \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG Multi_light_v,Multi_light_j T \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG Single T \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG Multi_heavy_v T \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG Single T \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC Single T \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA Single T \n", @@ -1298,8 +1290,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 24 37.0 \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 34 53.0 \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG 28 45.0 \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 19 44.0 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 14 43.0 \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 32 40.0 \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 26 98.0 \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 51 46.0 \n", @@ -1312,8 +1304,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGHV3-23,IGHV3-23D \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGHV1-18 \n", "... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IGHV3-7 \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGHV4-4 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGHV3-23,IGHV3-23D \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGHV4-39 \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGHV4-59 \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGHV2-26 \n", @@ -1326,8 +1318,8 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGKV1-8 IGHJ4 \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGKV1D-39,IGKV1-39 IGHJ4 \n", "... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IGKV1D-39,IGKV1-39 IGHJ5 \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGKV3-20 IGHJ4 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGLV7-43 IGHJ5 \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGKV4-1 IGHJ4 \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGKV3-15 IGHJ4 \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGLV2-14 IGHJ4 \n", @@ -1340,27 +1332,27 @@ "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGKJ1 IGHM IGKC \n", "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGKJ2 IGHM IGKC \n", "... ... ... ... \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG IGKJ1 IGHM IGKC \n", "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGKJ4 IGHM IGKC \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGLJ2,IGLJ3 IGHM IGLC \n", "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGKJ2 IGHM IGKC \n", "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGKJ5 IGHM IGKC \n", "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGLJ2,IGLJ3 IGHM IGLC \n", "\n", " changeo_clone_id \n", "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 43_0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 85_1 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 197_2 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 296_3 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 196_4 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 48_0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 80_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 196_2 \n", + "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 351_3 \n", + "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 195_4 \n", "... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 48_845 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 12_846 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 51_847 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 603_848 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 525_849 \n", + "vdj_nextgem_hs_pbmc3_CAGATCAAGTCAATAG 726_813 \n", + "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 42_814 \n", + "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 53_815 \n", + "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 574_816 \n", + "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 501_817 \n", "\n", - "[870 rows x 18 columns]" + "[837 rows x 18 columns]" ] }, "execution_count": 14, @@ -1369,947 +1361,2881 @@ } ], "source": [ - "vdj.metadata" + "vdj2 = vdj.copy()\n", + "vdj2.metadata" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "You can deep copy the `Dandelion` object to another variable which will inherit all slots:" + "The `Dandelion` class also contains read/write methods via `cPickle`, and `bzip2` for compression, to facilitate the storage of the data." ] }, { "cell_type": "code", "execution_count": 15, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "vdj.write('vdj_results.pkl.pbz2')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We use `ddl.read` to read in the object." + ] + }, + { + "cell_type": "code", + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
sample_idclone_idclone_id_groupclone_id_by_sizeisotypelightchainstatusvdj_statusproductiveumi_counts_heavyumi_counts_lightv_call_heavyv_call_lightj_call_heavyj_call_lightc_call_heavyc_call_lightchangeo_clone_id
cell_id
sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGGsc5p_v2_hs_PBMC_1k137_7_4137351IgMIgLIGH + IGLSingleT1734.0IGHV3-15IGLV3-1IGHJ4IGLJ2,IGLJ3IGHMIGLC43_0
sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGACsc5p_v2_hs_PBMC_1k146_6_2146170IgMIgKIGH + IGKMulti_heavy_vT2536.0IGHV3-30-5,IGHV3-30IGKV3-20IGHJ6IGKJ3IGHMIGKC85_1
sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTGsc5p_v2_hs_PBMC_1k164_3_2164520IgMIgKIGH + IGKSingleT4141.0IGHV1-18IGKV4-1IGHJ4IGKJ5IGHMIGKC197_2
sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTCsc5p_v2_hs_PBMC_1k116_10_4116673IgMIgKIGH + IGKMulti_heavy_vT2437.0IGHV3-23,IGHV3-23DIGKV1-8IGHJ4IGKJ1IGHMIGKC296_3
sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGGsc5p_v2_hs_PBMC_1k164_3_3164604IgMIgKIGH + IGKMulti_light_v,Multi_light_jT3453.0IGHV1-18IGKV1D-39,IGKV1-39IGHJ4IGKJ2IGHMIGKC196_4
.........................................................
vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTGvdj_nextgem_hs_pbmc330_4_130396IgMIgKIGH + IGKSingleT1944.0IGHV4-4IGKV3-20IGHJ4IGKJ4IGHMIGKC48_845
vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAGvdj_nextgem_hs_pbmc3188_7_1188142IgMIgLIGH + IGLMulti_heavy_vT1443.0IGHV3-23,IGHV3-23DIGLV7-43IGHJ5IGLJ2,IGLJ3IGHMIGLC12_846
vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTGvdj_nextgem_hs_pbmc3195_7_2195326IgMIgKIGH + IGKSingleT3240.0IGHV4-39IGKV4-1IGHJ4IGKJ2IGHMIGKC51_847
vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGACvdj_nextgem_hs_pbmc3178_11_1178526IgMIgKIGH + IGKSingleT2698.0IGHV4-59IGKV3-15IGHJ4IGKJ5IGHMIGKC603_848
vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGAvdj_nextgem_hs_pbmc3193_4_2193221IgMIgLIGH + IGLSingleT5146.0IGHV2-26IGLV2-14IGHJ4IGLJ2,IGLJ3IGHMIGLC525_849
\n", - "

870 rows × 18 columns

\n", - "
" - ], "text/plain": [ - " sample_id clone_id \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG sc5p_v2_hs_PBMC_1k 137_7_4 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC sc5p_v2_hs_PBMC_1k 146_6_2 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG sc5p_v2_hs_PBMC_1k 164_3_2 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC sc5p_v2_hs_PBMC_1k 116_10_4 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG sc5p_v2_hs_PBMC_1k 164_3_3 \n", - "... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG vdj_nextgem_hs_pbmc3 30_4_1 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG vdj_nextgem_hs_pbmc3 188_7_1 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG vdj_nextgem_hs_pbmc3 195_7_2 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC vdj_nextgem_hs_pbmc3 178_11_1 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA vdj_nextgem_hs_pbmc3 193_4_2 \n", - "\n", - " clone_id_group clone_id_by_size isotype \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 137 351 IgM \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 146 170 IgM \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 164 520 IgM \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 116 673 IgM \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 164 604 IgM \n", - "... ... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 30 396 IgM \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 188 142 IgM \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 195 326 IgM \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 178 526 IgM \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 193 221 IgM \n", - "\n", - " lightchain status \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG IgL IGH + IGL \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC IgK IGH + IGK \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG IgK IGH + IGK \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IgK IGH + IGK \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IgK IGH + IGK \n", - "... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IgK IGH + IGK \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IgL IGH + IGL \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IgK IGH + IGK \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IgK IGH + IGK \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IgL IGH + IGL \n", - "\n", - " vdj_status productive \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG Single T \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC Multi_heavy_v T \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG Single T \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC Multi_heavy_v T \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG Multi_light_v,Multi_light_j T \n", - "... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG Single T \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG Multi_heavy_v T \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG Single T \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC Single T \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA Single T \n", - "\n", - " umi_counts_heavy umi_counts_light \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 17 34.0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 25 36.0 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 41 41.0 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 24 37.0 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 34 53.0 \n", - "... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 19 44.0 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 14 43.0 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 32 40.0 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 26 98.0 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 51 46.0 \n", - "\n", - " v_call_heavy \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG IGHV3-15 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC IGHV3-30-5,IGHV3-30 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG IGHV1-18 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGHV3-23,IGHV3-23D \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGHV1-18 \n", - "... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGHV4-4 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGHV3-23,IGHV3-23D \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGHV4-39 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGHV4-59 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGHV2-26 \n", - "\n", - " v_call_light j_call_heavy \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG IGLV3-1 IGHJ4 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC IGKV3-20 IGHJ6 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG IGKV4-1 IGHJ4 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGKV1-8 IGHJ4 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGKV1D-39,IGKV1-39 IGHJ4 \n", - "... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGKV3-20 IGHJ4 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGLV7-43 IGHJ5 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGKV4-1 IGHJ4 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGKV3-15 IGHJ4 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGLV2-14 IGHJ4 \n", - "\n", - " j_call_light c_call_heavy c_call_light \\\n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG IGLJ2,IGLJ3 IGHM IGLC \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC IGKJ3 IGHM IGKC \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG IGKJ5 IGHM IGKC \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC IGKJ1 IGHM IGKC \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG IGKJ2 IGHM IGKC \n", - "... ... ... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG IGKJ4 IGHM IGKC \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG IGLJ2,IGLJ3 IGHM IGLC \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG IGKJ2 IGHM IGKC \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC IGKJ5 IGHM IGKC \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA IGLJ2,IGLJ3 IGHM IGLC \n", - "\n", - " changeo_clone_id \n", - "cell_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG 43_0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC 85_1 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG 197_2 \n", - "sc5p_v2_hs_PBMC_1k_ACACCGGGTTATTCTC 296_3 \n", - "sc5p_v2_hs_PBMC_1k_ACCTTTAAGACAAAGG 196_4 \n", - "... ... \n", - "vdj_nextgem_hs_pbmc3_GCATGCGCATCGATTG 48_845 \n", - "vdj_nextgem_hs_pbmc3_TGGGCGTTCGAGGTAG 12_846 \n", - "vdj_nextgem_hs_pbmc3_AAGGTTCGTTTAGCTG 51_847 \n", - "vdj_nextgem_hs_pbmc3_GTGCGGTTCTTGAGAC 603_848 \n", - "vdj_nextgem_hs_pbmc3_TGGCGCAGTGTTGGGA 525_849 \n", - "\n", - "[870 rows x 18 columns]" + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", + " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id'\n", + " distance: None\n", + " edges: None\n", + " layout: None\n", + " graph: None" ] }, - "execution_count": 15, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "vdj2 = vdj.copy()\n", - "vdj2.metadata" + "vdj3 = ddl.read('vdj_results.pkl.pbz2')\n", + "vdj3" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `Dandelion` class also contains read/write methods via `cPickle`, and `bzip2` for compression, to facilitate the storage of the data." + "## Visualization of BCR network\n", + "*dandelion* generates a network to facilitate visualisation of results. This uses the full V(D)J contig sequences instead of just the junctional sequences to chart a tree-like network for each clone. The actual visualization will be achieved through `scanpy` later.\n", + "\n", + "### Generate network\n", + "### *tl.generate_network*\n", + "First we need to generate the network. The tool function `tl.generate_network` will take a V(D)J table that has clones defined, specifically under the `'clone_id'` column. \n", + "\n", + "Again, the default mode is the use of amino acid sequences which can be toggled to using nucleotide sequences with:\n", + "```python\n", + "distance_mode = 'nt'\n", + "```\n", + "\n", + "If you have a pre-processed table parsed from immcantation's [method](https://changeo.readthedocs.io/en/stable/examples/10x.html), or any other method as long as it's in a *changeo/airr tsv* format, the table can be used as well. The main option to consider adjusting here is the `clones_sep` option; this decides how the *'grouping'* of the clones would be performed during network construction. I'm expecting the clone to be annotated with some sort of separator, such as `_`, and the `clones_sep` option takes a tuple for the position (`int`) to return after split the clone name and the type of separator (`str`), in the following format:\n", + "```python\n", + "clones_sep = (int, str)\n", + "```\n", + "\n", + "So for example, if my clone is called `21-A`, then the tuple to provide to `clones_sep` would be:\n", + "```python\n", + "clones_sep = (0, '-')\n", + "```\n", + "\n", + "If no appropriate separators are found, it will not split the `clone_id` column and will just duplicate it in the new `clone_group` column in the metadata." ] }, { "cell_type": "code", - "execution_count": 16, - "metadata": { - "scrolled": true - }, - "outputs": [], + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating network\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Calculating distances... : 100%|██████████| 4/4 [00:04<00:00, 1.11s/it]\n", + "Generating edge list : 100%|██████████| 7/7 [00:00<00:00, 594.62it/s]\n", + "Linking edges : 100%|██████████| 820/820 [00:01<00:00, 492.39it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "generating network layout\n", + " finished: Updated Dandelion object: \n", + " 'data', contig-indexed clone table\n", + " 'metadata', cell-indexed clone table\n", + " 'distance', heavy and light chain distance matrices\n", + " 'edges', network edges\n", + " 'layout', network layout\n", + " 'graph', network (0:00:11)\n" + ] + } + ], "source": [ - "vdj.write('vdj_results.pkl.pbz2')" + "ddl.tl.generate_network(vdj)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We use `ddl.read` to read in the object." + "##### check the newly re-initialized Dandelion object" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id'\n", - " distance: None\n", - " edges: None\n", - " layout: None\n", - " graph: None" + " distance: 'heavy', 'light_0', 'light_1', 'light_2'\n", + " edges: 'index', 'source', 'target', 'weight'\n", + " layout: layout for 837 vertices, layout for 24 vertices\n", + " graph: networkx graph of 837 vertices, networkx graph of 24 vertices " ] }, - "execution_count": 17, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "vdj3 = ddl.read('vdj_results.pkl.pbz2')\n", - "vdj3" + "vdj" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Visualization of BCR network\n", - "*dandelion* generates a network to facilitate visualisation of results. This uses the full V(D)J contig sequences instead of just the junctional sequences to chart a tree-like network for each clone. The actual visualization will be achieved through `scanpy` later.\n", - "\n", - "### Generate network\n", - "### *tl.generate_network*\n", - "First we need to generate the network. The tool function `tl.generate_network` will take a V(D)J table that has clones defined, specifically under the `'clone_id'` column. \n", - "\n", - "Again, the default mode is the use of amino acid sequences which can be toggled to using nucleotide sequences with:\n", - "```python\n", - "distance_mode = 'nt'\n", - "```\n", - "\n", - "If you have a pre-processed table parsed from immcantation's [method](https://changeo.readthedocs.io/en/stable/examples/10x.html), or any other method as long as it's in a *changeo/airr tsv* format, the table can be used as well. The main option to consider adjusting here is the `clones_sep` option; this decides how the *'grouping'* of the clones would be performed during network construction. I'm expecting the clone to be annotated with some sort of separator, such as `_`, and the `clones_sep` option takes a tuple for the position (`int`) to return after split the clone name and the type of separator (`str`), in the following format:\n", - "```python\n", - "clones_sep = (int, str)\n", - "```\n", - "\n", - "So for example, if my clone is called `21-A`, then the tuple to provide to `clones_sep` would be:\n", - "```python\n", - "clones_sep = (0, '-')\n", - "```\n", - "\n", - "If no appropriate separators are found, it will not split the `clone_id` column and will just duplicate it in the new `clone_group` column in the metadata.\n", + "The graph/network can be accessed through the `.graph` slot as an `networkx` graph object if you want to extract the data for network statistics or make any changes to the network.\n", "\n", - "Below, I'm specifying `constructbygroup = True` as my dataset is quite sparse and I want to visualise clones shared by same V-J gene usage. The default is `False`." + "### *update_metadata*\n", + "Lastly, before continuing, the `.metadata` slot in Dandelion class automatically initializes whenever the `.data` slot is filled. However, it only returns a standard number of columns that are pre-specified. To retrieve other columns in the `.data` slot, we can update the metadata with `ddl.update_metadata` and specify the option `retrieve`. you can also pass `collapse = True` and `split_heavy_light = False` if the two columns can be reasonably combined for that cell/barcode." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", + " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id'\n", + " distance: 'heavy', 'light_0', 'light_1', 'light_2'\n", + " edges: 'index', 'source', 'target', 'weight'\n", + " layout: layout for 837 vertices, layout for 24 vertices\n", + " graph: networkx graph of 837 vertices, networkx graph of 24 vertices " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# for example:\n", + "ddl.update_metadata(vdj) # only updates row entries if an existing .data and .metadata slot exists. Should retain existing columns\n", + "vdj" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dandelion class object with n_obs = 837 and n_contigs = 1698\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", + " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id', 'junction_aa_heavy', 'junction_aa_light'\n", + " distance: 'heavy', 'light_0', 'light_1', 'light_2'\n", + " edges: 'index', 'source', 'target', 'weight'\n", + " layout: layout for 837 vertices, layout for 24 vertices\n", + " graph: networkx graph of 837 vertices, networkx graph of 24 vertices " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ddl.update_metadata(vdj, retrieve = 'junction_aa')\n", + "vdj" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note the additional columns in the metadata slot." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Integration with scanpy\n", + "The results can also be ported into the `AnnData` object for access to more plotting functions provided through `scanpy`." + ] + }, + { + "cell_type": "markdown", "metadata": {}, + "source": [ + "#### *tl.transfer*\n", + "\n", + "To proceed, we first need to initialise the `AnnData` object with our network. This is done by using the tool function `tl.transfer`." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "scrolled": true + }, "outputs": [ { - "name": "stdout", + "name": "stdout", + "output_type": "stream", + "text": [ + "Transferring network\n", + "converting matrices\n", + "Updating anndata slots\n", + " finished: updated `.obs` with `.metadata`\n", + "added to `.uns['neighbors']` and `.obsp`\n", + " 'distances', cluster-weighted adjacency matrix\n", + " 'connectivities', cluster-weighted adjacency matrix (0:00:20)\n" + ] + }, + { + "data": { + "text/plain": [ + "AnnData object with n_obs × n_vars = 16552 × 1572 \n", + " obs: 'batch', 'sampleid', 'scrublet_score', 'n_genes', 'percent_mito', 'n_counts', 'scrublet_score_bh_pval', 'is_doublet', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr', 'leiden', 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id', 'junction_aa_heavy', 'junction_aa_light'\n", + " var: 'gene_ids-0', 'feature_types', 'genome', 'gene_ids-1', 'gene_ids-2', 'gene_ids-3', 'n_cells', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'mean', 'std'\n", + " uns: 'has_bcr_colors', 'leiden', 'leiden_colors', 'neighbors', 'pca', 'umap', 'rna_neighbors'\n", + " obsm: 'X_pca', 'X_umap', 'X_bcr'\n", + " varm: 'PCs'\n", + " obsp: 'connectivities', 'distances', 'rna_connectivities', 'rna_distances', 'bcr_connectivities', 'bcr_distances'" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ddl.tl.transfer(adata, vdj, full_graph=True)\n", + "adata" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see that `AnnData` object now contains a couple more columns in the `.obs` slot, corresponding to the metadata that is returned after `tl.generate_network`, and newly populated `.obsm` and `.obsp` slots. The original RNA connectivities and distances are now added into the `.obsp` slot as well." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plotting in scanpy\n", + "\n", + "### *pl.clone_network*\n", + "So now, basically we can plot in `scanpy` with their plotting modules. I've included a plotting function in ***dandelion***, `pl.clone_network`, which is really just a wrapper of their `pl.embedding` module." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "... storing 'sample_id' as categorical\n", + "... storing 'clone_id' as categorical\n", + "... storing 'clone_id_group' as categorical\n", + "... storing 'isotype' as categorical\n", + "... storing 'lightchain' as categorical\n", + "... storing 'status' as categorical\n", + "... storing 'vdj_status' as categorical\n", + "... storing 'productive' as categorical\n", + "... storing 'umi_counts_light' as categorical\n", + "... storing 'v_call_heavy' as categorical\n", + "... storing 'v_call_light' as categorical\n", + "... storing 'j_call_heavy' as categorical\n", + "... storing 'j_call_light' as categorical\n", + "... storing 'c_call_heavy' as categorical\n", + "... storing 'c_call_light' as categorical\n", + "... storing 'changeo_clone_id' as categorical\n", + "... storing 'junction_aa_heavy' as categorical\n", + "... storing 'junction_aa_light' as categorical\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 539, + "width": 722 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "sc.set_figure_params(figsize = [8,8])\n", + "ddl.pl.clone_network(adata, \n", + " color = ['sample_id'], \n", + " edges_width = 1, \n", + " size = 50) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "***dandelion*** provides an edge weight extractor tool `tl.extract_edge_weights` to retrieve the edge weights that can be used to specify the widths according to weight/distance." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 539, + "width": 589 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "edgeweights = [2/(e+1) for e in ddl.tl.extract_edge_weights(vdj)] # add 1 to each edge weight (e) so that distance of 0 becomes the thickest edge\n", + "ddl.pl.clone_network(adata, \n", + " color = ['isotype'], \n", + " legend_fontoutline=3, \n", + " edges_width = edgeweights,\n", + " size = 50) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can interact with `pl.clone_network` just as how you interact with the rest of the scatterplot modules in `scanpy`." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "the obs value 'clone_id_by_size' has more than 103 categories. Uniform 'grey' color will be used for all categories.\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 417, + "width": 409 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "from scanpy.plotting.palettes import default_28, default_102\n", + "sc.set_figure_params(figsize = [6,6])\n", + "ddl.pl.clone_network(adata, color = ['clone_id_by_size'], groups = [1, 2, 3, 4, 5, 6], ncols = 2, legend_loc = 'on data', legend_fontoutline=3, edges_width = edgeweights, size = 50)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAACcUAAANNCAYAAABcfoRdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAYmwAAGJsBSXWDlAAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdd3yb5bn/8e8lWd6xHSexndjZgySEDAIZpey9oUDpAroO0A09p7SnnFI6TindLR2/00KhpVDKaKFQRlkhBELCDCEhe9pxEmd527Kk+/eH5ER2JCeWHClWPu/Xy69Iz/Xovi/LWfej67luc84JAAAAAAAAAAAAAAAAAIBM4El3AgAAAAAAAAAAAAAAAAAA9BWK4gAAAAAAAAAAAAAAAAAAGYOiOAAAAAAAAAAAAAAAAABAxqAoDgAAAAAAAAAAAAAAAACQMSiKAwAAAAAAAAAAAAAAAABkDIriAAAAAAAAAAAAAAAAAAAZg6I4AAAAAAAAAAAAAAAAAEDGoCgOAAAAAAAAAAAAAAAAAJAxKIoDAAAAAAAAAAAAAAAAAGQMiuIAAAAAAAAAAAAAAAAAABmDojgAAAAAAAAAAAAAAAAAQMagKA4AAAAAAAAAAAAAAAAAkDEoigMAAAAAAAAAAAAAAAAAZAyK4gAAAAAAAAAAAAAAAAAAGYOiOAAAAAAAAAAAAAAAAABAxqAoDgCQFDMbamZfyZR5AAAAAACHjpm5yNe83sQOF2ZWbGb/nSnzAAAAAAAAZCqK4gAACTOzL0taIenSTJgHAAAAAIB4zOxKSSslXZcJ8wAAAAAAAGQyiuIAAMn4paSiDJoHAAAAAIB4bpdUnkHzAAAAAAAAZKysdCcAAAAAAAAAAM45S3cOAAAAAAAAyAx0igMAAAAAAAAAAAAAAAAAZAyK4gAAAAAAAAAAAAAAAAAAGYOiOACAzKzCzL5jZovNrN7M/GZWa2YvmtnXzKy42/nOzFzUoZM7j5nZrTHGH2hm/2lmT5nZZjNrMbNWM6uJHPucmeXEeN1BzWNmGyLH9hzg+/xF1OtPiXPOBWb2kJltMrN2M2sws5VmdqeZndzT+AAAAADQH5nZl6PWSv95EOe/Fjm31cyKusVOMLMHzGxLZG1ZbWb3mNmkgxi3M4d5SXw7B5qjyMxuMrOXzWxXJMftZrbQzG41s4oYr9kQWZuOjBwaGZXrPTHOzzez683sH5HXNkbWl1sj6+ybur9vvZnHzOZFHS/p4Xu9Ieq8T8Y550Qz+7OZrY38PJvMbJ2Z3WdmF/XwVgIAAAAAABzWstKdAAAgvSLFYY9KKu4Wqoh8nSLpG2Z2sXNuQQLjf0TS/0na74K/pGGRr3MkfdnMznTOVfd2jr5gZj5J90m6olsoW9IASRMkfcbM7pd0jXMukOIUAQAAAOBQeUDSTxW+Vnhl5HFMZjZG0uzI08edcw1Rse9J+p9uL6mUdI2kK83s432ZdG+Z2RRJT0dyijYk8jVH0tfM7Brn3MMJznGqwu9nWYxweeTrFEk3mNnZzrmliczTF8zsF5K+EiM0OvL1MTN7QdLFzrmmlCYHAAAAAACQJIriAOAIZmZDJD2icEGcX9I9kl6T1KTwhwRXKvyhQKmkf5rZaOdcvaRLI0P8I/LrMu374GNF1PinS7pfkklql/QXSQsl7YnM+QFJH5OUJ2mipF9LuiQqxYOap4/con0Fce8qXCC3XlKBpOmSPiOpMJLvSknf7eP5AQAAACAtnHPbzezfks6TdHxk7bc+zukfiXr8l84HkW7eneu1Nkm/V3h9WSjpMklnK7zOSotId/JHFV7rhiT9TdILCq9PKyRdEMkxX9L9Zva2c25t5OXXRo7/XuHiubrIMUnaFDXHRElPScqJzPGQpBcl7VD4fZgp6SpJJZKGSvqzpBlRaR7UPH3BzD6jfQVx6xS+HrBa4evFkyX9h6TBkk6T9CtJn+7L+QEAAAAAAA41c84d+CwAQEYysxsk/Tzy9KPOuQdinHOPwnf1S9KXnHO/jop1/iPyknPulBivfUPhi/5BSac6516Occ5xChfKZUkKSBocKbyLPudA82xQeHuZeudcT1vHRN8Ff6pzbl7kuEfhDykGSloiaY5zrq3ba6dE8ixU+IOJcsc/ogAAAAAyhJl9VOGbmiTpm8652+Kct1TSFEk7JQ11znWY2VhJyxXutL1T4fXW0m6v+5LCxVWd9lvfHWjtlwwzu0T7brj6b+fcD2Occ6ukb0ee/tQ591/d4hsUXntudM6NivH6hxUuAJTir7FHKrzu7OzWPsU5t6yX88yTdHLk6UDn3J7u50TOi17zf8o5d09U7B1J0yRtkTTVObez22uHSXpd4e7uQUmDuq/VAQAAAAAADmeedCcAAEiro6IePxHnnFskVUt6WeGitYNiZqMVLoiTpAdjFcRJknPuDUnPRp5mSRp7sHP0oSEKF8RJ0nPdC+IkyTn3nqQ/SXpP0quSBqUuPQAAAAA45B6V1Bh5fGWsEyI3C02JPH3QOdcRefxlhQviJOmGWFuCOufukPRg36Xbawez/r1d4Y7hCyU1xDknJjPLl3R+5OnCWAVxkuSc26h9xYfd80qlznkXdi+IkyTn3BZJdyjcpf0ZhTvbAQAAAAAA9BtsnwoAR7YdUY+/bmbfds6Fok9wzm2SNDyBsTdIqlK4yK3mAOdGb8uTn8Bcydqj8J3vXkkfNrPfRW2Ts5dz7ospzwwAAAAAUsA512pmf1e4U/g0MzvKObey22kfjXr8l6jH50V+3a3wtqTx/FzSh5NONjHR69+vmtn1zjl/9AnOuVZJYxIZ3DnXYmajFF4DN/Z8dtrXwFL4/aiSdKaZzXTOvdn9hEg3vf066gEAAAAAAPQHdIoDgCPbQ5I6t6f5H0krzewnZnaGmeUkM7ALq3HOzY9VYGZmhWY218y+KumMqJA3mXkT4ZxrV7grghQuAFxuZo+Z2XWRjncAAAAAcCS4N+rxR2LEOzvIrXPOvSpJZjZI0rjI8TeiusfFslhSa9JZJuafkjq7gn9K0noz+42ZXWhmhX0xgXNum3Pu1Vid8sws18yONbMvqGthYMrXwBGdxYtFkhab2bNmdoOZTU5TPgAAAAAAAH2KTnEAcARzzr1rZjdJ+pEkU/iDjP+MfLWa2TxJj0l6xDm3I+5AB2BmIyVdKGmapPEK3zlfGZlzv9MTnSdJX5Q0VeH8siVdFPmSma2W9KSkh51zC9KUHwAAAAAcai8q3Om7UuECuO90BsxslsJrOUm6L+o15VGPN/U0uHMuZGbrJaW88Mo5V2dmn5L0Z0k+ScMkfT7y1WFmr0h6XOFtYauTmcvMyiRdLOlY7VsDj1DsG5TTtQb+tqQTJM1ROK8zIl8ys2qF18B/l/Sccy6YphwBAAAAAAASRqc4ADjCOed+IukkhS/+R28dkyfpXEn/T1K1md1mZr26g93M8s3sTknrJN0h6bOSTlZ4ixZTuEPAM5IWJvt9JMs5t1XSDIU/GNjQLTxe0lckvWxm75jZzBSnBwAAAACHnHMuJOn+yNNJZnZMVDje1qklUY8PpgvcgbYWPWSccw9Iminpr5JaokI+SadI+qmkjWb2BzMr6O34ZuY1s9skbZb0e0nXSzpd0iiFr8N2SJqv8Do4rZxzzZJOlHSDpGXdwlWSrpX0tKRVZnZmitMDAAAAAABIGkVxAAA55xY45y6SNETSFZL+T1L0lqc5kr4h6RcHO6aZeSQ9IekzCv9706bwBfUfSPq4pOmSipxz50h6sw++jYOR21PQOdfsnPuuc260wgVy35D0rLp+sDNN0vNmNjbWGAAAAADQz0UXvF0p7V3fdW75+bpzblXUObuiHucfxPg5yaWXHOfcUufcxyQNlnSBpF+qa1GYR+Ebuh5IYPg/KryOzJYUkDRP0k8kfVLSLEkDnHMnK7zOTIUDrYEDzrlfOuemSJqg8M1gj0tqiDptjKQnzGzuoUsTAAAAAACg71EUBwDYyznX4Jx72Dl3vXNunKSJkn4ddcr1ZlZxkMN9RNKpkceLJY1yzp3rnLvZOXe/c26Jcy4QiZfEHuKghSK/Hmhb8OKDHdA5945z7nbn3FmSBilcLNhZKFgs6cZeZwkAAAAAhznn3LuS3o08vTzy60kKbzcqdS2ak6TaqMdjDmKKysSz6zvOuVbn3L+cczdEisJGKrxdbOdWoReY2XEHO56ZfUDS1ZGn6yRNdM6d6pz7mnPuT865151z7ZF4X62BpZ7Xwb1ZA692zv0qcsPcYIU7x3fewJYt6eZeZwkAAAAAAJBGFMUBwBHKzLLM7Eoz+7aZfTXWOc65lc65L0l6JHIoS9LRBznFBVGPb3LObevh3OnRqR3k+NE6P1jIN7OePhCYEuugmU02sy+Y2R2xOsBFPix5WNIlUYenJZAnAAAAAPQHnYVvR5nZeIVvEpLC3c+6dFBzztVLei/y9Hgzi9stLjLWkD7O9aCY2UVm9k0z+36suHNuk3PuVnXtkN6bdV/0Gvi7zrm1cc/suzWwJBX1cF68NfAoM7vWzH5mZnO6x51zHc65pyWdqfCWrxJrYAAAAAAA0M9QFAcAR6hIl7ZfSrpV0i1m1tO2KjujHjdFDxP5Nda/J4PivKYLMztLXS/U+2Kl28M8krS9czjFuVBvZpMVv6DvZIU74n1R+z7siSXe+wAAAAAAmeR+7etGdpGkiyOPn3XObY9xfueNVAWSru1h3C/2TXoJuVnS/0r6ppkN6+G8ntZ9ne9JMmvgKZLOijoUaw3c0zzSvjWwJM2IM0+ZwmvdWCZJ+j+FO6B/Ml6ukhol+SOPWQMDAAAAAIB+haI4ADiyPRT5tVjSb81sv38XunUF2CVpaVS4JfLrwBhjr496fH2syc3sFO2/9U6s4rye5pHC27N2+nb37yOy5etfFP8O/H9o393vN5vZ1DjnRW8XMy/OOQAAAADQrznnaiS9GHl6g/Ztedp9/dbpNwqvFyXpf83stO4nmNnlkr7Ql3n20oOdqUi6x8xyup9gZkO0r6ivQ9Ir3U7pXJsWm1n39WX0GvjaGHFF1pqPKrwdaaee1sCx5pG6roG/YWZ53eYZoPDPakCM10rSC5J2RB5/1szOjHPeDQoXOkqsgQEAAAAAQD9jzrkDnwUAyEiRu+OXSSqJHHpf0n0KX8wvkDRV0qe07yL4Dc65X0a9foWkoyJPfyDpbUmbnHOLI1uwLIya7gWFi8/qJA2TdJ6k07V/odrVzrl7u+UZd55IfLLCxXqdxXCvSbpXUr3Cd81/WuGCusWSZkXOOdU5Ny9qjh9J+lrkaYfCHyC8Lmm3pCqFCwM7X7tJ0tTINkEAAAAAkHHM7BpJ90QdapJU7pxriXP+xxVeh5mkoMJrquckeSWdr/CaqkNSs8Jr0Jecc6d0G6PzQuV+sWSZWYHC68bRkUObJd0taY2kLIXXnJ/Vvo5vv3DO3dhtjKclnR15+gdJ/5a00zn3opmNlLRSUmex3VsKvwdbJJVJOlXShZG5ot3inPvewc4TiQ+RtE5SYeSc9yX9XtI2hbvAfUbhdXf0GvhTzrl7oub4vMLFjFK4O/vDkl5WuAvdUIXX7J3FcnskzXDObRAAAAAAAEA/QVEcABzhzOyDCt+pPqiH04KSfuCcu6Xba2+R9J1u5z7onLsyEv+mwtvT9OQNhbdx7SyE+4lz7mvRJxxonsg5n5N0h8IfuMRyl8KdAZ6JPO9eFJel8Ac+Hz9AviskXeKcW3mA8wAAAACg34p0G9smqbML2b3OuasP8JqrFF57xdoSNKhwF/EvSpqmFBfFRcafJOkpSSMPcOpdkq5zzgW7vf5qSX/qdu5i59zsqPhd2r/wLdoahbctfTzy/GHn3BXRJxxonsg5F0l6QPt+Pt09Kekbkt6NPO9SFBcZ43aFbw6L11Vdkmokfdg592oP5wAAAAAAABx22D4VAI5wzrkFCt8Rf7OkBQpvoRJQuMvaMoUL1qZ3L4iL+L6kryt8N3ybwtvl7P3wwzn3A4Xvhv+7pNrIuC0Kd6J7VNKHJc1VuFitc6udD0cK1A56nshcv1O4K9wfJW2U5Ff4A5wnJF3gnPuspFAP70PAOfcJhe+Ev0/S6kiufoU/BHhK4W10plIQBwAAACDTOecaFV63dYq3dWr0a+5VuOP4nQqvyzoU7hb+mKSTnHN3HoJUD5pz7n1JR0v6iqTnFV4z+hXugrdK4W5rJzjnPtu9IC7y+j8r3E3uXYXXiw2Kur4aic9S+L3aFBm7TVK1wmvKzyq8pnxC0nuRl51rZgN7M0/knH8q3BXuDoUL7doVXs+/IOkTzrnzJbUe4P34uqQ5CnejWx55HwKStiq8XepXJU2kIA4AAAAAAPRHdIoDAAAAAAAAkFZm5lG4m5wkveCcOz2d+QAAAAAAAKB/o1McAAAAAAAAgHQbEPW4OW1ZAAAAAAAAICNQFAcAAAAAAAAg3Y6JelydtiwAAAAAAACQEbLSnQAAAAAAAACAI4+ZZUv6uaRdkq6KCr0WiR8raUQfTLXCObeiD8YBAAAAAABAP2HOuXTnAAAAAAAAAOAIY2azJC3qdnitpGOcc61mdo+ka/pgqu84527tg3EAAAAAAADQT7B9KgAAAAAAAIB0KJe0RVJA0g5Jf5V0qnOuNa1ZAQAAAAAAoN+jUxwAAAAAAAAAAAAAAAAAIGPQKQ4AAAAAAAAAAAAAAAAAkDEoigMAAAAAAAAAAAAAAAAAZAyK4gAAAAAAAAAAAAAAAAAAGYOiOAAAAAAAAAAAAAAAAABAxqAoDgAAAAAAAAAAAAAAAACQMbLSncChYGbNknyStqc7FwAAAOAIVSapwzlXkO5EgFRjTQoAAACkHWtSAAAA4Ahnzrl059DnzMzv8Xh8Q4cOTXcqAAAAwBGptrZWoVCowzmXne5cgFRjTQoAAACkF2tSAAAAABnZKU7S9qFDh1ZWV1enOw8AAADgiFRVVaWamhq6ZOFIxZoUAAAASCPWpAAAAAA86U4AAAAAAAAAAAAAAAAAAIC+QlEcAAAAAAAAAAAAAAAAACBjUBQHAAAAAAAAAAAAAAAAAMgYFMUBAAAAAAAAAAAAAAAAADIGRXEAAAAAAAAAAAAAAAAAgIxBURwAAAAAAAAAAAAAAAAAIGNQFAcAAAAAAAAAAAAAAAAAyBgUxQEAAAAAAAAAAAAAAAAAMgZFcQAAAAAAAAAAAAAAAACAjEFRHAAAAAAAAAAAAAAAAAAgY1AUBwAAAAAAAAAAAAAAAADIGBTFAQAAAAAAAAAAAAAAAAAyBkVxAAAAAAAAAAAAAAAAAICMQVEcAAAAAAAAAAAAAAAAACBjUBQHAAAAAAAAAAAAAAAAAMgYFMUBAAAAAAAAAAAAAAAAADIGRXEAAAAAAAAAAAAAAAAAgIxBURwAAAAAAAAAAAAAAAAAIGNQFAcAAAAAAAAAAAAAAAAAyBgUxQEAAAAAAAAAAAAAAAAAMgZFcQAAAAAAAAAAAAAAAACAjEFRHAAAAAAAAAAAAAAAAAAgY1AUBwAAAAAAAAAAAAAAAADIGBTFAQAAAAAAAAAAAAAAAAAyBkVxAAAAAAAAAAAAAAAAAICMQVEcAAAAAAAAAAAAAAAAACBjUBQHAAAAAAAAAAAAAAAAAMgYFMUBAAAAAAAAAAAAAAAAADIGRXEAAAAAAAAAAAAAAAAAgIyRle4EAADorqXOac3fnereccrKl0acbhp5tsnjtT6bI9DqtGOpZB5p8FTJm913YwMAAAAA+q/AzlY1vbpF7Rsb5Mn3qeDYMuVNHSLz9N26MdQWUPvGBpnXo5zRRTIv9y4DAAAAAAD0JYriACADhUJO/1paq3+8XaP61g4dN2qgrpk7SsNK8tKd2gE1bHB68YaQ/PX7jm1/y6lmgdMJ3/PI+qAwbvUjIS2726mjOfw8u1ia/nnTyLP4EAIAAAAAkuWCTi3vbFfLkjo5f1A5Y4pVOHeYvAOy053aAfk3N6ruzqVy7cG9x9pX7Vbeil0qvfIomSW/Jm14YZMa522W84ckSZ4BPg28eJzypgxOemwAAAAAAACEURQHABnGOacbH3xHj72zZe+xNzfu1gOLN+uv/zFHk4cVHdr5Q06tOyRfvuQr7P2HBUt+17UgrlPtQqn6JafhpyX3AUT1S07v/Np1Oeavlxbf7pRf5jRkenLjB1qddq+SsnKlkgnqkw9MAAAAAKC/cEGnnX9Zrrb3d+095t/QoObXt2rIddPkG3xob9ZyQadgo1+ePK88Ob2/9Lnn8bVdCuI6tb5Tp/Zjy5U7YWBS+TW/vlUN/97Y5ViosUM771+hsi9MV3ZlYVLjh9oC6tjSJMvNUvaw5MYCAAAAAADozyiKA4AMM29lXZeCuE71rR36zuPL9Lfr5h6yudf+M6QV9zu1bJPMKw07QZrxRY/yhhxcYVhHk9PW1+PHN89zGn5acjmueigUOxCSVj0c0pDp3oTHXnF/+Pvv7EA3YLg086uepAvtAAAAAKC/aF1a16UgrlOosUP1T67X4KsnH7K5G+dXq/HlGoUa/ZLXlH/MYBVfMEbewoPrUBfY0y7/psa48ZYldUkXxTXOr44dCDk1vbpFpVdMSGhc55want2opgVb5Pzhoj5fRb4GXj5B2VUDEk0XAAAAAACg32KfOADIMI+/u39BXKdF63dpe2PbIZl3zT9Ceuvn4YI4SXJBqWa+NO/GkAKtrucXR4QCkno4NehPPs89a+PH6tclPu7ax0Ja+od9BXGS1LhZevm/Q2qqObjvHwAAAAD6u5YldXFjbSt2KuTfvwtbX2h4fpPqn1wfLoiTpKBTyzt12nHne3LBODdHdeMCPZ93oPgBxw86Bepa48Y7tjbHjR1I47xqNb6weW9BXHi8FtXd9Z6CjX2wmAYAAAAAAOhnKIoDgAzT1tHzBwxt/uQu4scSCji9/5fYhV9NNdKm5w6uKCynxFQ8Nn68/LjkO67lD4kfy+sh1hPnnFb+Lfb3GGyT1jxKURwAAACAI4Pr6GHNGZKUZGFZzGH9wbgd2Dq2Nqt12c6DGierNFfe0ty48dzxyXWJM6/JU+iLG/cWHVxHu+5cIKSmBTWxY60BNS+qTWhcAAAAAACA/oyiOADIMCeMGxw3NmpQvoaX5vX5nE3VUtv+u+PsVbfk4Mea8hlPzH+dCiul0eckXxQ3+oL4Y4zpIdaTjiapuYfPGPaspigOAAAAwJEhZ1xJ3JivslCe/PhFYYnqqG2Wa49/g1j7+vqDGsc8puKzRsaM+YYWKH9agndSRSmYVZFQrCfBBr9CzR1x4/4tiXegAwAAAAAA6K8oigOADHPpjEqNKyuMGbvxzAkyS76wrLusgp7jvgPEow2bazrxNo8GHR1+7s2RRp1jOuWXHvkKk899wmWm4aftP864S00jz0zsn8WsXCmrh1rD3NK+ec+DIaeaPa1qbIv/YQcAAAAApFPhrAp5S3L2D5hUdGbsgrNkeXK8Pcdzsw56rPzpZRr0iUnyVYbX1ZbtVcHsCg35j2NkvuQvpRadNkK5k0q7HjRpwKnDlTdpUEJjevKzJG/8dad3QN8UIgYDATXs2C5/W/wtYAEAAAAAAA4XB39FCADQo+b2gB59p0artjaqojhPlx1bqbKi+NuuHCr52Vl64No5uv2pFXr83S1q6whp8tAifem0cTr3mKGHZs4hpiHT4neEG3Fm74rCKmaZKmZ5FepwMm/4bv2+Yl7TnG+ZJnzYqXahk3mkyhNNxaMTn8PjM40407Tun7E7wo0+L/n871qwXn+Yv05bG9rk85rOnTJUt1w4WYMLY3zYBAAAAOCI09DeosfWLtL6+m2qGjBYl46bo4G5sW+YOpQ8+T4NuX6a6p9er9alO6SgU/bwARpwxgjlHVV64AES4KsokG9ogTpqY3dEy5/euw5veVMGK2/KYLlASPJan95cZlkeDb7maLVvbFDbyl0yn0d5xwyRb3DiXd09uVnKmzJYrUvqYsYLjkusA10n55wWP/qQ3nrqn2qp36MsX7aO+sBJOuWazyq3IPW/xwAAAAAAAA6GOZd5W7qZWXVlZWVldXV1ulMBcIR4v7ZBV921WDua2vcey87y6FcfmaFzpiR38TkZgWBI/mBI+dmHvga6YYPTvK+G1L676/Hxl5umfyHzG5N2NDvNvymkXcu7Hp/4cdMxn03u+//Ni2v042dW7nd8QnmhnvjSicrOyvz3F0D/U1VVpZqamhrnXFW6cwFSjTUpgFR7Z/s6Xffsb1Tvb9l7LD8rR78+/Tp9YNiktOXlgiG5oJMnu+dObn3Bv7lRdXe9J9cW6HK86IwRKjrj0HSoO5wEm/zaced76tgaVRhoUvE5ozXg5OT+Ozb/vrv1+j8f2e/40HFH6aPf+7HMw5oUwOGHNSkAAAAAOsUBQB/48l/f7lIQJ0n+QEg3/O1tvTbmdJXkZ6clryyvR1ne1FycLhplOvuPHq17wmnncqfsAaaRZ5nKZ/b9dq2HI1+B6bQ7PKpdJG1/0ykrTxp+WnId6CSp1R/U/720NmZs1bYmPfVerS6eXpnw+MGQ065mvwbkZinXd+g/qAIAAADQt4KhkG6cd2eXgjhJagm068YX79S8K29TXlZ61qTm9chStMzIHj5AFV89Vk2LtqqjpkmeQp8KjitXzqji1CSQZt7CbJV9aYZal++Uf0O9LDdL+TPKkupAJ0mtTY16++knYsZq16zU+iVvasyM4xMe3wWdQi0d8uRlybjhCwAAAAAA9CGK4gAgSW9t2q3V25tixto6Qnp8yRZdNXdUapNKk5wS06RPHBlFcLGYxzRsrjRsbt+9Byu3NaqhW6eDaK+t25VwUdydL6/TXQvWq7a+Tbk+jy6ZXqlvnj9JRbm+RNMFAAAAkGKvbnlftc27Y8bq/S16buM7unDsrBRnlR7eohwVn5n5XeHiMa8p/5jByj9mcJ+NuW3NKgX87XHj1e8vS6gozoWcGudtVtOrWxRq6pBle5U/s0zF545OSWdBAAAAAACQ+bj9DgCStKMx/sVhSao7QBzoSWFOz/XrRbmJ1bf/4rlV+v6/3ldtfZukcAHnA69v1tV3LVYolHlbqwMAAACZakdrQ1JxoCfZ+fk9xnPyeo7HU9SMWI0AACAASURBVP+vdWr490aFmjokSc4fVPPCWu388/KExgMAAAAAAOiOojgASNLkYUXy9NAYbErlkbFVCw6NcWWFOqaH30OXzOh9l7im9oD+MH9dzNg7m/foxZXbez0mAAAAgPSYPGhEj/GjB/ccB3oydPxElVQMjRkz82jiCSf3esxgo19Nr9XGjLWv2aP2DfW9HhMAAAAAAKA7iuIAIElVA/N1wdRhMWPjywp1+qTyFGfU99oDQTW2daQ7jSPWbR86RiX5+29p+uXTx2vS0KJej/du9R41+4Nx4wvX7uz1mAAAAADS46jSSp1UeXTM2LQhozSrYkKKM+p7riOkUHsg3WkckcxMZ3/uBmXn5e0XO/mqT6u4rPfXPPwbG6Rg/A7l7WspigMAAAAAAMlLbM81AOhnmtoDeuiNzXplzQ7l+ry6YOpQnTW5Qp6eWrz1wo8un6rsLI8ee6dGHZELuyeMG6SfXDFN3gTmaGjr0NLqehXkZGlaVbHM+ibP3trW0KbbnnxfTy7dKn8wpElDi/SV08fpnCmx7xLHoTGlslj/vvEk/XXRZr1bvUeDCrN1xXHDdfyo0oTGO9CWrAUHiAMAAADonfr2Zj286hW9vm2NCn25unDMLJ1UdXSfrfV+espndMsr9+nfG99W0IVkMp08fIp+8MGrEhov1NIhf02TPPk+ZVcW9kmOiQjsalP9U+vVumynFHLyVRWq+MyRyj0qsbUQElM18Whd85Pf6t3nnlbdxnUqHDhIx5x2lirGJVZwaTnepOIAAAAAAAAHw5yLf1def2Vm1ZWVlZXV1dXpTgXAYWB7Q5uu/P1rWr+jucvxc6dU6NcfOzahorV46hrbta6uSRXFuRo5qKDXr3fO6WfPrtJdC9arJdLJa/TgAt1+2VTNGp3ai/6NbR268I4F2rCzpctxM+mOj86I2x0Phz/nnE7/6Uta1+3PhBT++T7/1ZM1Zkj6PvgCkBmqqqpUU1NT45yrSncuQKqxJgUQrbpxh6566meqbd7d5fiHxs/V/55wVZ/eBLWteY82NdZpWGGpKgsH9fr1LuRU/+T68NaWgZAkKas8X6VXTFB21YA+y/NgBJv82v6rtxVs8HcNeKTB1xxNYVw/5oJOtT9crFCjf/+gxzT0G8fLW5ST+sQAZBTWpAAAAADYPhVAxvvRMyv3K4iTpKfe26rHl2zp07mGDMjR7DGDEiqIk6Q/vLxOd7ywZm9BnCSt39GsT929WNW7W3p4Zd97+M3q/QriJMk56WfPrkppLt11BEO68+V1Ovvn83Xc95/Vp+5ezJafvWBm+uFlU1WQvf/d9zeeMYGCOAAAAKAP3bb44f0K4iTp76sX6qXq9/p0rvKCEh1fMT6hgjhJanh2o5oW1OwtiJOkwLYW7fjjewo2xShgOoSaX6vdvyBOkkJS/XObUppLdwG/X4v+8aDuvvF6/e7aT+ixn3xfW1atSGtO/Yl5TQMvHy9ldSsINan4/NEUxAEAAAAAgD7B/mgAMlogGOqx8O3Rd2p0yYzKFGYUXzDkdNeC9TFjzf6g/vLaJn3j3Ikpy+eVNfGLzNbVNWvLnlYNK8lLWT7RPn/fW3p2+ba9z19cWaeXVtXpjo8eq/OnsrXrwZg1ulRP33CS/rJoo5ZvadCQATm68rjhmj0msQ/PAAAAAOyv0d+qeZuXxo0/vm6xThl+TAozis91BNW0MPb6OdQSUPMb21R0yvCU5dO2dk/cWMfmRoXag/KkYZvNUDCof9x+qza99+7eY2tef03r3npDl9z0LY2ePjPlOfVHeUeVqvwrx6r5tVp1bG+RtzhHBbMqlDOiKN2pAQAAAACADEFRHICMFgg5tUfd4d5dY1sghdn0bGdTu7Y1tMeNL69tSGE2Un6MLmKdzKQ8X+o/fJCkV9bs6FIQ1ynkpB88+b7OnVIhTx9uiZvJhpfm67/PnZTuNAAAAICM1RJoV9DFX5M2+dtSmE3PArvb5dqCceMdW5pSmI1kPa05vSbzpmfdt+b1hV0K4jqFggHN/8sfKYrrBd+QfJVcODbdaQAAAAAAgAzF9qkAMlquz6upVcVx47NHl6Ywm54V5fmU64v/13LZgNRuH3LhtGFxYx8cN1gDC7JTmM0+sQriOtXsadWyLaktHkR8bR1BvbVpt1Zta0x3KgAAAEBalOUVa2RRWdz48RXjU5hNzzwFvh6vFHoHpHYNmD9tSNxY3tGDZFnpuay59o1FcWM7Nm/Unq21KcwGPQm1B9W+qUEddS3pTgUAAAAAAKQBRXEAMt6XTxsvi3EDeWlBtq6eOyrl+cST6/Pqoh4K0T5yfOq2qZGkMyaVxSyMG1SQrVsumJzSXNJhz1qn2kVOzVtdulPpl34/f63m3Pa8PvTbV3XWz+fr3F++rLc37U53WgAAAEBKmZm+MP28mLHy/BJdNv4DKc4oPm+BT3mTBsUOmlRwfEVK88mfXqbcifvfyOYtzlbxOaNTmkuvxLoAkYBlOzZpfvV72tYSfxtZxOacU/2zG1X7g0Wq++0Sbfvpm9r267fVsbU53akBAAAAAIAUYvtUABnvjMnl+t3Hj9VP/71Kq7c3ySzc6exbF0xWRXFuutPr4ubzJ2vltiYt2bzvoreZ9F9nHaXjRqW2q52Z6ZdXTtfZR5fr0bdr1NAW0OzRpbpqzkiVFaXvfTtzcrnueXVDzFhlSZ6OHlaU1PhNW5wWfT+kXe9HDnikqhNNx3/dlJXHtqwH497XNuoHT67ocuz92gZdfddiPXPjSRpWkpemzAAAAIDUu2jsbDkn/fadf2ljY508Zjqpaoq+OesKDcwtTHd6XZRcMk6Bna3q2BrVWcukkovGyldRkNJczGsadNVktSzZrtYldQr5Q8odV6KC2RXyFqanc7kkjT1+jpa//GLM2OARo1RSnlzx4OrdW/S1+Xdrxa5qSVKWeXTB2Fn6ztyPKSfLl9TYR4rGeZvV+PymLsc6qptU94elKv/qTHkLeB8BAAAAADgSmHOZ1wHHzKorKysrq6ur050KgMPM1vo25fo8KslP3wX0AwmFnF5cuV2vrdupwhyfLpo+TKMHp/bDh8Pddfe+oWeWdd1G1esx3fHRGTrvmKEJjxsKOD19TUjNW/aPVZ0szb3Vm/DYR4pQyOmkH7+o6t2tMeOfP2WsbjpnYoqzApAOVVVVqqmpqXHOVaU7FyDVWJMCiMU5p20te5SflaOinPx0pxOXCzq1vb9T7Rsb5MnPUv70MmUNPLxuKEunUCioR/73Fm16b0mX4x5vli696VsaNX1mwmM3d7TpnEduVV1r/X6xKyacoO+d8ImExz5SuEBItbctUqg5EDNefO4oDTg5tZ34AaQHa1IAAAAAdIoDcEQ53DrDxeLxmE6fVK7TJ5UnPMbi9bv06todyvN5df7UoaoaePh+4JKI33zsWP154UY9+MZm7Wz265jKYl130hjNHhNnq5+DVLNAMQviJKn6Zam51qlgKN3ierKrxR+3IE6S3q3e/8MdAAAA4EhgZqooGJjuNA7IvKa8KYOVN2VwQq93zmnT0iWqWblMOfkFOmruiSosTW6tdjjxeLy69Bu36q0nH9Py+S+oralRwyZM0vEXX6ah445Kauwn1r0esyBOkh5ds0g3zrxYpbkDkpoj0wV2t8UtiJMkf3VTCrMBAAAAAADpRFEcAGSQto6grr33Tc1fVbf32O1Pr9DXzp6oz50yNo2Z9a0sr0ef/uBoffqDo/t03Pq1PXRPDUn166WCxBvRqa2pSW8/87jWvP6anHMaO3OWZpxzofKLihMf9DBTmJOlnCyP2gOhmPFBadzmCAAAAMCh1d7SrH/c/h3VrFi+99j8++7WqZ+8TtPPOi+NmfWtLJ9Psy6+XLMuvrxPx125qyZurCMU0Lo9W1VakXhRXLDJr6ZXtqhtxS7JY8qbPEiFJwyTJzdzLhF78n2SR1LsJak8bJ0KAAAAAMARI3OueAAA9JNnVnYpiJOkkAsXxs0YUaI5SXZSy3R5B2iEkJfE29fa1KgHbrlJu2o27z1Wt2Gd3l8wTx/97o9VUHL4d4w4GLk+ry6aNkwPvRl7u7grZrJNDQAAAJCpXvzTH7oUxElSKBjU83/8nYZNmKiyUWPSlFn/UJbf8w1TZfklCY8dbGjX9t8tUXB3+95jHTVNanm3TmXXTQ0Xk2UAb4FPuRMHqW35zpjxguMS78oPAAAAAAD6F0+6EwBwZNqzxmnncqegv4fOXIehusZ2/fiZFTr/Vy/r4t+8ov/30lo1tcffliOVAsGQ/vbG5rjxvy7elMJs+qfhp5uy8mLHSsZLA49KfOvUN5/4R5eCuE7127Zq0aMPJjzu4ejm8ydp8tCi/Y5/7pSx+uD4xLZgAgAAAPqKCzn5a5rk39woF+xfa9LGnTs079679OebvqT7v/VfeuvJx9Thbz/wC1PA39aqla/Mjx10Tu8+/0xqE+qHLh03Vz5P7HuYZ1dM0IiiIQmP3fDC5i4FcZ0C21rU+MqWhMc9HA28ZKyyhuy/uC86Z5Syq9h+FgAAAACAIwWd4gCk1Pa3nN76RUiNkdqgnBJp8tWmcZce/jW6W/a06rLfvara+ra9x5Zs3qPHl2zR366bq8Kc9P6V2tweVGNb/AK92j1tcWMIyy40zfm2RwtvDSkY9Xbll0tzvpXc79FVr70SN7b6tVd02ievS2r8w0lJfrYe++IJembZVi1cu1OFOVm6aPowHT0ssW1idzf7NX91uAPiyROGqCSfLVgBAACQmNblO7XniXUK7gr/h98zIFvF54xSwczDv3vUri01euDbN6m1oX7vsdpVK7Rq0au6/ObvKSs7vf9Pbm2oV6DDHzfetGtHCrPpn8oLSvSjkz6pr798j/zBfev7UUVluu3Ea5Iau3Vp/Pe/dekOFZ85MqnxDyfeohyVf+VYtSzdIf+GennyfMqfMUS+8oKExgs2+tW+Zo/kNeVOGJhR280CAAAAAJDJWMEDSJmGTU4LvhlSMOrG5PY90tu/cvIVhjTyzMO7MO4Xz63qUhDXadmWBt27cKM+d8rYNGS1z4DcLA0rztWWGDlK0lEV6b0bOuh3at8jZRdJWbmJd1w71IbONl3wN482Pe/UUicVj5aqTjZ5s5PLORSMX7AYDBwe3Qb7ks/r0QVTh+mCqcOSGuc3L67Rr55frfZASJKU6/PoxjMm6LqT0/vnDQAAAP2Pf3Ojdt73vhTVHS7U6Nfuh1fJk5+lvEmD0pjdgS3465+6FMR1qlmxTMteel7Tzjw3DVntUzBwkHILB6itqTFmfPDw9BZdtQc6tLOtUYNyBygn6/DdKvTc0TM1q2K8Hl/3una2NuroQcN1+sjp8nm8SY3bY1fEYCipsQ9HluVRwYwyFcwoS2qc+qfWq3FBzd6/Nyzbq+LzRqtwztC+SBMAAAAAABxCh3cFCoCMsvoR16UgLtrKBw7/LWueWro1buzJpbUpzCQ2j8f06Q+OjhnL9np09dz0fAARCjotvTOkJ64I6V9XhvTPS0N66+chBVoP3595dlG4e+HUaz0aeaYn6YI4SRo1bWbc2Ojp8WPpEAw57Wxqlz+Q3g9Gnnh3i378zMq9BXGS1NYR0m1PrdAzy+L/eQQAAABiaXy5uktB3F5OanypOvUJ9UIw0KG1by6KG1/12oIUZhNbls+n6WedFzPmy8nV1DPOSXFGYf5gh25b/LBOeOAmnfbQzTrhgZv0w8UPyx/sSEs+B2NQXpE+efTp+s/jLtE5o2cmXRAnSblHDewhVpr0+H3JBZ2CTf60b2/ctKg2/HdDVB7OH9Sex9aobe2eNGYGAAAAAAAOBp3iAKTM7pXxL2bWr5NCHU4e3+HbQay9hzun01081OkzHxytnc1+/XHB+r2FRGUDcnTbh47R+PL0dIp76+dO6/+172cfbJPW/tOpaYvTST9O/sJ+f3H8RZdp1WsL1NrY0OV4TkGBZn/oyjRl1VUo5PS7l9bqnlc3qK6xXQNys/Th44bra2cfpVxf6n9Wd7+yIW7snlc26OyjK1KXDAAAAPq9jpqmhGKHg1AopFAwGDceDBweBV5zr/iY2pqb9e5zT+/tlj1g8BCd87kbVTQ4uY5difra/Hv0zIa39j5v6mjTPcue1/aWPfrZKZ9NS07pUHTacLWt2CXX3vX3kafQp8KTKtOUVVcuGFLD85vUvKhWoeaAPPlZKpg9VEVnjJB5U39vd9MrNbEDTmp6dYtyx5akNiEAAAAAANArFMUBSJmcHq4V+gqVcEFcy3an7W85eXOkitkmX/6hKaw7ecIQPbt8W8zYKUcNOSRz9paZ6evnTNS1J47RGxt3Kz/bq9mjS5WVhovHUvhns+Gp2MWQ296Qdi53GjT58C2E7EvFZeX66Pd+rIUP/1WrFy+UnNOY42brA5d/VKXDqno9XltHUC+tqlNTW0CzRpdqeGl+0jl+94nluufVDXufN7YFdNeC9VpX16S7PzUr6fF7a11d/A8m1/YQAwAAAGLxFGZLO9vixBLfTjOws1Xt6xtkOV7lTRwoOwQ3lPiyc1Q1eYqql78XMz56+nF9PmciPB6vTv/09ZrzoStVu3qlcvLzVTVpisyTnjXp6t1buhTERXty/Zv64vQLNKbkyLjZxldeoLLPTVPD85vU+v5OmZnypgxW0RkjlFWS2+vxQv6g2lbulusIKmdsibKKc5LOcfcjq9Xy1vZ9c7QE1PjiZgV2t2nQRyYmPX5vBepaE4oBAAAAAIDDA0VxAFJm9LkebV0Uu6PaqHN6XxjlQk7v/Npp7WNOLjJsVr7TjC+ZRp3T9xfcv3L6eL2yZoda/F3vqi4bkBN329J0GViQrTMnl6c7De14b9/PJpa6JUdOUZwkDRxaqfO+9F9Jj/PvZVv19Ufe1e6WcDcIj0mXzqjSDy87Rr4ECyC3N7TpvkUbY8ZeXFmntzft1owR8bfbORSGl+Zrd0t9zNiIPigCBAAAwJGlYGa5/Bsb4sZ6ywWddv99tVre2iZF7gWyvCwN/NB45R8zOJlUYzrhw5/Qw9//HwUDgS7Hi8srNPXMc/t8vmQUlAzUuOPnpDsNvbltTY/x17etPmKK4iTJV1GgQR+flPQ4LW9v1+7H1si1Ra6PeKSC2UNVcuFYmSexNX7Hjla1vL09Zqz1nTp1nDZCvrLUrgO9pbkKximkzSrtfSEhAAAAAABIrfTcpgngiFR1smnsxftfHB10tDTl072/aLrqIac1/+hadBVokV7/sdPO5fG3ak3UlMpiPXjdXJ0xqVw+rynX59GHZlTqkc99QOVFXAyN5UBd+3wFKUokg6yra9IX7397b0GcJIWc9Mhb1frZs6sSHvf1DbvVEYz/5+bVtTsTHjtRV80ZGT82N34MAAAAiCX/uHLlT9+/y3fO+BINOGV4r8dreG6jWt7cVxAnSa41oF0PrFDHtuZkUo2patIUXXHLbRo17ViZxyNfbp6OOe0sfeTW25VXOKDP58sEBb6e1+oDfHkpyiRz+KsbteuhlfsK4iQpJDUvrFXj/OqEx21ft6fLn6WY8RQrnDMsbqxgztAUZgIAAAAAABJBpzgAKXXsDR6NOttp8zynoF+qOM40dI5k3t4Xxa3+e5yrpSFpzaOHpgPZlMpi3XnN4bEtTX9QPlPKGSi1794/5vGFCyXRO/ct2iR/MHb7vfsXbdINZ4xXTlbvt2vKz+n5NQXZfb8F1IFccdxwrdrWqLsWrFco8sfd6zFde9IYXTy9MuX5AAAAoH8zj6n0IxNVMGeoWpfukAs55U0apJzxJTLr3drEBUNqXlQbOxh0al60VSUXje2DrLuqPGqSLvvmd/t83Ex12oipKvDlqrlj/25fA7LzdMrwY9KQVf/WtLBWitMRvvnVLRpwclWv/zxJkucAa07LSf1l7MIThilQ16Lm17fuK9jzmorOGKm8iaUpzwcAAAAAAPQORXEAUq50kql0UnLFUMF2p9bYu2pIkpo2932nOPSex2c6/iaPXv12SCF/dEA69gZTTnGC26oEQ3p2+Tat39Gs4aX5Ovvo8oQKwfqjdXVNcWP1rR3a2eTXsJLedzs4YexgDS7M1o4m/34xn9d03tT03AV/8/mTdfXcUXphxXaZSadPKldlAt8fAAAA0ClnVLFyRhUnNUaoOaBQSyBuvKOuJanx0TcKfLn6/gmf0Nde+qMCUW3mfR6vvnfCJ5Tvy0loXBcIqfW9HQrsblfW4DzlTS6VeY+MDTkCPfzeDjb45fwh2QFuuoold1KpLMcr1x7cL2bZHuVNSn0RmnlMAz80XoUnVqpt1W6Z16O8yYPkLcpOeS4AAAAAAKD3KIoD0C95c0y5g6S2ODs6FgylA9nhYugc09l/9Gjt406NG53yy01jLjCVjEvsZ7R6W6M+effrqtnTuvdY2YAc/fGTx2tKZXIfbPUHw0vz48YKc7JUWpDYxfnsLI9++KGp+vx9b3XpRGcm/c/5k1U2IH1bBA8vzdc1HxiVtvkBAACA7jz5WbJcb9ctJKNklabv/8/o6tzRMzVh4DD9beXL2thQp5FFQ/SRo07SmJKKhMbzVzdqx5+WKdTYsfeYd2COBn9qinxl8ddrmcJbmittaowZ8xT6ZL7EigM9OVkaeOk47XpwZddOdB6p5OJx8uSm7zK2b0i+fEMy/2cLAAAAAECmoSgOQL819iLTsrtjd4QbezFFcX1hyeY92rSrRWOGFOjoYYkXnBVWmqZdn/zPJBRyuvbeN7sUxEnS9sZ2/cef39D8m06VL8Pvzv/Y7BG6b9EmBUP7/96/fGaVcn2Jd8w7Y3K5nvzKifrLaxu1alujKkvy9LHZIzRjxMBkUgYAAAAyjmV5VHBchZoW1Owf9EgFs9PTaTnTtG9sUHBPu3wV+fKVFyQ8ztiSofrm7A8nnY8LhLTjz8u7FMRJUnB3u3beu1zlX52Z0Nah/UnhnKFqXVK3bzvRKAWzh8o8iX//+dPLlFWWr+ZFtQrsaFXWoDwVzBmq7GGFSWQMAAAAAACOVBTFAUhKyO9X++rV8hYUKHvUqJTOPfHjpqZqaeOz+67EenzS1OtNQ6Yd3hehn1u+TQ+/Wa2dze2aVlWiaz4wqscOYKlWvbtFX7j/bS3ZvGfvsVmjS/Xrj81Ia8ewV9fu1PodzTFjtfVtemHFdp19dGJ3+8eyYmuDFqzeoVyfV+dMqdDgwsS21ulLEyuK9KPLpurmR5eqrWPf7fOnTyzTN86dmPT448oKdetFRyc9DgAAAJAKriOojm0t8uRlKWtQXkrnLj5nlAK729S2bF8Lc/N5VHLJuMO6iOf/s3efgXGU1xqA35nZ3rXqvduyZFuW5Y6NwTSDKy2UAAmhhQAJgfReyU276dwEQhKKgRA62NjggMG9N1kusnrv0vY63/0hLHmtXUlbpF3J58kvz0HffLZKNDPvnMMYg72iC7ZDHRDtHshz9FAvToVEH/3rnXPcnTb0bDgJd9vQqE75tDjE3zodvEoatX3ZT3ZDNLn81jyddjhr+qHIN0TsfD2nGTqPMkhVQMalHGS66N/rkOfoYViTj75NNYBn6H6MsjQRuhWZYa8vS9NAdn1h2OsQQgghhBBCCCGEUCiOEBKynueeQ9df/wZvTw8AQDFzJlJ+9CMoZ05MoIYXOCz4DoeizzK0H2QQ5ED6JRzkhujfJB7JD9+qwLO76wf/vL+uFy/vb8SzX1iA8uzod+RijOGefx3A6XbfcSj7anvwxecP4vUvXRKlnQEtF3SIu1Bz78j1sXJ7RTz2ylG8c7Rl8NhP3qnEt68rwt2X5EbkHOG4sTwDV85IxpYTbTA53FiUF39RjI4lhBBCCCHkfKYPG2De3gxm9wAAZNk6xN1QEFZHsWBwEh4JdxbD1WKBs6YfvEKAsiQBvDJ2b7cxxtD7yhnYDncMHnPVmWDd14rE+2dDmjIx/3YjYR4RXc9UwNvn9DnuPNOLnn+fRsLdM6O0MwzbU7D1MZ/HybD7xyJadw8dO/wnhrmPcsi9Nvrd0TVL0qCcnQD7iW4wtwhFoWHCvu8IIYQQQgghhBBCxir6d1EIIZNS7yuvoP2JXwwG4gDAUVGBhi98Ae62tgndiy6bQ+ENPPJW8TEfiDvU0OsTiDvH4vTge29WRGFHw+042zUsEHfOoYY+HG7oneAdDclPGrnbQsEo9bH604dnfQJxAODyivjxO5XYV9sT4KMmll4lxWfmZ+LeZXkUiCOEEEIIIRcd88eNML1fPxiIAwBXvQmdTx+H1+oe4SMjT5amgXZpOtTzUmI6EAcMBMvOD8SdI9o86Hu7Ogo7Gs5e2R0wXOY43Qt3h81vbSJIkkbu8C4dpT5Wx55iPoE4ABBdwIHfMPSd9TO3NAoEjQyahanQLk2nQBwhhBBCCCGEEEJiEoXiCCFBY4yh+6mn/dZEkwm9L708wTuaPC4MWp3vZKsJZzssIa/da3XB5vKM/h+O4kz7yHuoGqU+nsqz41Ca6X8UzbRkDZYVJoR9DsYYXtw7PLh4zoYRaiR2dJgcONLYh25LeJ0aXJaBTpQ9p2PjwRMhhBBCCBnoJGb+pNlvTbS4YTvQPsE7mjxsRzsD1pw1/fAGGA06Fl6rG8ztDfnjz3G3jxx680QxFKcojIMk0f+YXlmWFrJMbdjn8LoY6jYHuP4QgZp36dpkMmi19OBYZx36ndaw1vFa3XBU9cLVHL17MYQQQgghhBBCyGQV26+vEkJikrenB+6mpoB1x/FjE7ibycUxygMCuyv4BwjvHW/F77dW4XS7GRKew1XFyfjOdTOQaQztDfV0g/8b/IP1uJHr4+2pO8vxpQ2HcLB+qGPdrHQ9nvzsXHBc+J0C7W4vuiyBHwQ19kTvAQwZXa/VhW+/fhwfnGyHV2SQChzWlqbjp+tLoJKN/dcexhgqnmGoeo3B6xg4ps0C5n+DR3xJbHekJIQQQgiZ6jy9DogjdINzNfnvfE0A5hZHqQd/YLL/SwAAIABJREFUTWo91A7zR43wdNoBgYNqVgL0q/IgaGUh7VFikI9YF0apjyeO55Bw90x0bzgJ93khJVmODvGfnRGRc7j6Ac8Il53WNgrFxbIOWz++v/MFfNJ0AgwMckGKGwoX49sLboJMkI55HeZl6N9YA8u+VsAz8DmXpqoRd/M0yNIi0yWfEEIIIYQQQgiZ6igURwgJGq9Wg5PJwFz+g0NCnHGCdzR5LM5PwEv7Gv3WEjQyTE8J7q3yTcdb8dCLh8A+vSfuERneq2jD0cY+bPrKMhhUwT+EuGJGElJ0CrSZHMNqeQlqLMmPD3rNSErWKfDag0tQ0dyPmi4rsowqzAnQPS4USqmAVL0Crf3D//4AkJ9IN59j2T3P7sehhr7BP7u9DK8daoLZ4cZTd80b8zqnXmQ4tcH3YZO5AfjkmyJW/pOHMpGCcYQQQggh0cKrpAAHIEA2iFePPXhysZHnG2A/3uW3JhgVEOIUQa1n3d+G3teqhg54GWxHOuFqsiDpy2XgZULQe1TOTkTfplqf0bjnSDM0kGWE340tHBKjAsmPlMHZYIK31wFJggqy9MhdJ8oNgEwHuEz+69pMuhaJVV5RxD1b/oiqvqEpAU6vGy+d+gROrxtPLL1rzGv1b6mDZZfvtAF3qxVdz1Qg5fHygZ+DhBBCCCGEEEIIGRGNTyWEBI1XKKC79tqAdf3110/gbiaXa2emYGa6zm/tkRWFkEmC+7H8uw/ODAbiztfS78DL+/2H70YjFXg8fdc8JGp9375PNyjx1zvLI9KNLRJmpuuxtjQtooE4AOA4DndfkuO3JvAc7lrsv0aib09Nt08g7nzvV7aPeTyx6BnoEOePxwpUv0OdGQghhBBCoklQS6EoCvwylro8eQJ3M7mo5iYFHP+pvyobHD/26z0mMpi2NvitebrssB3uCGmPvFxAwp3F4FW+7/JKEpSIv60opDXHgzxLB1VpUkQDcQDASznkrfH/eeClQP7a2LgmJ8NtazzuE4g739tn96Ld6v969UKi0wvrnlb/Nasb1oM0IpoQQgghhBBCCBkL6hRHCAlJ0re+CcfJk3CeOeNz3Hj33dAsvSRKu4p9UoHHhnsW4ZdbTuHNw82wubzIT1TjwcsKcFN5RlBrdVmcqBoh5LO7uhtfXJ4f0j5nZeix/RuXY8uJNjT22JCboMHVJcmQChdHlvq+ZXlo6XPghT318IgDASidQoKfrp+JWRn6sNcXPQymekCqAtSp9EAjUo41jfyA4XhzHwqSRn9gZe8CnL2B633VFIojhBBCCIk2w/oCdHUcg6fbt8Oz7qpsyDKj20kslvEyAYn3z0b/e7WwHesCPCKkKWpoV2RCNTsxqLU83XZ4+50B686afmgWpoa0T3meHinfWgD78S54+52QJquhmGEMKrQ3mZXczcHRA9RtYcCnE29lemD+1/mIdIpjbhHuTht4lQQSQ3DdAUlgx7vqAtY8TERlTyOS1aO/2OfptoO5Ao8ydrdYQ9keIYQQQgghhBBy0aFQHCEkJJK4OOS++h+YtmyBde9eCGo1dKtXQzlrVrS3FnGMMXhEFrFAmF4lxRPXz8JP1pbA7vZCqwht5IVcwkPgOXhF/wEdtTz4MTXnU0gFrJuTHtYakxXHcfjR2hI8eFk+dld3QyEVsHxaIpQhjP65UNXrIk6+wAZDV8ZioPyrPAwFF8fDnfFkVMvDqp8j0w10YBDd/utKI32uCCGEEEKiTaKXI/nRubAd7YSzzgReJYGqLBmyVHW0txZxTGQAY+AidE0qaGUwfmY64m4sBHOL4BWh3R4cbTRqKKNTL/z4i7XrHy9wmP8NDsV3MXQdZ5CqOCTPBwRZ+Ncipm2NsHzSBNE2MJ5WnqeH4foCSBNVYa99sTMqRg7kGhVj6yooaGQjj4jWyYLcGSGEEEIIIYQQcnGiUBwhU0Sv1YV/7qzF+5UDIxSuKk7G3ZfkwqgevxtlnEwG/Zo10K9ZM27niKZuixO/ef8M3joy0NGtNNOAL68owBUzInNTXiLw0IbxUEOrkOLy6YnYetL/SJq1pWkhr00GJOsUWF8WuWBgzTsijvzJ9652TyXw8eMirv4HD2X85A1b9dvcONHajziVDDNS/Y8IHm8rZ6bgx2+fgNnpGVZL1SuwtCBhTOtIVRwyL+NQ/4H/JxC5103ezxMhhBBCyHix9vXi4MY3UXv4ADhBQOGCxShbuQYKdWRHS56PkwpQz0uBel7KuJ0jmrz9TvRvqRvs6CbL0UF3ZRYUBXERWZ8T+LCCdoJeDlmODq46k9+6sjS4znNkOHUKB3VK5K4/zB83wrS5zueYs6YfnU8fR8pXy8ErJ++t4h6HGWd6W5Cg1KHAEFqHwnCtypuH3xx8Ay7v8GvSAkMqShNzx7SOoJNBMd0Ix6me4UWORkQTQgghhBBCCCFjNXnvdBBCBnVbnLjx/3ahrts2eOxUmxlvHWnBaw8uQaJ2bN2RyBCby4Nbn9rjM570aGMf7n3uAP5y+1xcNys6N1gv9P3VxTje3I92k+/ImjWlabi6eGo+GJqsmMhw6iX/ISuXCah5m6Hk7vEJW4lehqrXGGo3Mti7AUM+MO1mHulLwz+fV2T4xaaTeGFvPRzugbk+JWk6/Obm0gkPx2nkEvz+1jn40oZDcHrEweNahQR/uq0MQhCjluY8zMFUz9B7/oRoDpj9AAfjDArFEUIIIYScz9TViZd+8HVYursGj3XW1eDM7h245ce/HNdg3FQl2tzo+NsxeHuGxsO66kzo+kcFEj4/E4ppkQnGhStufQE6nz4G0eobAlIvTIGiYPQxkWTiMI8I8yfNfmuiyQXrwXZol45Pt3iX141/VGzF61W70eMwY2ZCNu6ddTWWphdHYG0Pntj7Cl6r2g23OPB1WJqYi18u+zxy9Elhrx+MeKUOv1h6F761/Vm4xaHxp0aFBr++9O6g1oq7oQCdf6+Ap2PoXh94wLCuANIk6upHCCGEEEIIIYSMBcdYgD7skxjHcU3p6enpTU1N0d4KIRPi5xsr8fT2Wr+1e5bm4vurw7/JGGv67W4caeyDRi6gLDMOfBBhl7HYsLce332jwm8tL1GNDx+/LKLnC0eP1YWX9jVgd3U3NHIJ1s1JwzUlKRH/NyHhcfQwvHOjGLCePB+49Ffhj2f1Z/ePRTRtG/7/93O/yiF/bXgjmH61+RSe3FY97Hi8Wob/Pr4cBlVw3Sodbi8YQ1ijattNDrx6sAmNPTbkJ2pwU3kG4kLomsm8DK17gM5jDFI1kHUFB006fV8RMlYZGRlobm5uZoxlRHsvhEw0uiYlF5stf/0jKj56329tyc2fxeKbbpvgHY0/r9UNd7MFvFICWebIIxNDYdo2vKPXObJMLZIemhPxc4bKa3LBsrcVrnoTeKUEqrlJUM6Ij/a2yAXcHTa0/+/BgHXl7ATE3z4j4udljOG+D/6MHc2VPsc5cPj18ruxOm9+WOv/ePdLeOnUJ8OOp6rjsOmGH0EpCe5a0O5xgQOgCPLjztds6cYbVbvRbutDYVwari9YDK1MGfQ6zMtgP9EFV6MZvEoKVVkSJAZ68ZWQsaJrUkIIIYQQQgh1iiNkCth8oi1wraJtSoXiGGP47ftn8MyOWtjdA2/dZhlV+OWNs7E4P3I33XdUdQWs1XRa0dRrQ0ZcbLyZa1TL8NDlBXjo8oJob4WMQKIEeCkguv3X5brxCVt1VzK/gTgAqHiGIWclgyAL7dw2lwfP7673f16rC68ebMK9y/LGtNbpNjN+ufkUtp3ugMiARXlGfP2a6SjPNga9r2SdIiLfD5zAIe0SIO0SCsIRQgghhIzk7L5dAWtVe3dOqVAcExn6N9bAsrcV8Az8ni1JVML4mekRDcc5q3oD1lyNZogOD3hFbNzWE3Qy6K/KjvY2yCh4pQTgAAR4P5pXScflvDuaK4cF4gCAgeF/D7yJa3PKIfChvazV67DgtSr/P39arb3YVHMAN05bMqa1jnfW4XeH3sLultMAgEvSZ+Cx8vUojs8Mel/pmng8XLY66I+7ECdwUM1OhGo2jSImhBBCCCGEEEJCEV57GEJITPB4A3d8dHsDd6aajJ7eXoM/f3R2MBAHAA09Ntzz7H409thG+MjgyCQj/3iUS8anoxeZuiRKDunLAoersq8Zn+BV6+7APx9cJqDreOhrN/TYYHZ6AtYrmvvHtE59txWf+dtufHhqIBAHAHtqenD703txrKkv9A0SQgghhJAJ4fV6Q6pNRqYP6mHZ2TIYiAMAT6cdnc9UwGt2Rew83EjXpPxAWIaQYAha2Yhjd9XlyeNy3o8aA190tlh7cKon9K6q1X2tcHkDX5Oe6G4Y0zqne5rwuc2/x66WU2Cf/m9HcyXufO9/Ud3XGvL+CCGEEEIIIYQQEl0UiiNkCrhseuA3Ri+fnjSBOxlfXpHhmR3+x8TaXF68sMd/x6pQrJqVGrC2INeIRC2NqwiX1emBZ4qFNkcz5yEO2qzhxwtv4pAyf5weao2yLBdGvtOolmGkKb1j/T556pMa9NuHt9BzekT8+cOzoW6PEEIIIYRMkNw55YFrZfMmcCfji7m9sOxu8V9zeGA9ELiLe7CUI3SGUhTFg5PSi1rhEp0eMDHwS0RTkWFdAYS44ddpuiuzxmUMMADw3MgXpaPVR5Kg1I9YT1TqxrTO345tgc3jHHbc6nbg78c/CGlvhBBCCCGEEEIIib7YmLNACAnLg8sLsOVEO3qsvm+lG1RSPHhZfpR2FXndVifaTcNvUp5T2WqK2LmunJGMa2em4L0K34caOoUEP5hC42ij4Z2jLfjLR2dxqs0MpVTAujlp+MbKIhjVsmhvbdwpjByueopH40cMHUcAqQrIuoJDfMn4dXlIX8bh5PP+H/TI44CEktDXTtIqsKIoCVtPdgyrcRzwmXljGzOzq7o7YG3n2cCjjAkhhBBCSGxYfOOtqDt6EC673ee4Os6I8lXrorSryPP0OsEcgTvfuVutETuXak4ibEc74TzjO0aV10ihvzYnYue5GFn3t8H8SRM8nXZwcgGquUnQX5MTM+Nox5PEqEDyV8thO9wBV70JvFIC1dxkyNI143bOK7Pn4IWT2/zWsrSJKDJmhLx2jj4J85ILcKB9+MtUEo7H+oJFY1pnT+upgLXdLYFrhBBCCCGEEEIIiW1T/24PIReBrHgVXntwCf6w9Qw+qGwHA3BVcTK+fEUhchLU0d5exOgUUiilgs/o1PMl6xQROxfPc/jz7XPx5uFmvHmkGSa7G/NyjPj8khxkGlURO8/F5j8HGvH1V48N/tnu9uLl/Y043NCHtx6+BIqLoNuBIOeQs5JDzsqJOV9cIYfcVRxqN14QjOOB0gc58NLwAnk/v34W6rr34myHZWhpDvjx2hIUJo+t08BIn3elbPL9quJ1MTR+yNB5FJCqB4KPxhk03ooQQgghU1dCVg5u/cmvsefVl1Bz+AB4gUfhgkuw+KbboDUmRHt7EcOrpQO/7AboLiZoI/eiDyfwSLirGNZD7bAf6YToFqHI10OzJA2CjjqXh8q8oxn979YM/pk5vbDuboW72YLEL5aCG6kV9hTBywRoFqYCCwN3yI+kRanTsTJnLjbXHfI5LuF4fGvBTeDC6BQHAL9Ydhfu3vwHNFmGXraScDyeWHYXUjXGMa2hkAT+3lVKJ98LfKLLC9uRDrjqzZ8GH5MgSxu/4CMhhBBCCCGEEBKrJt+TZkKIX7kJavz+1rKIrOVwe/H2kRbsre2BViHBujlpKMuKi8ja4VBIBawvS8dL+xr81m+dP7auVGMl8BxuLM/AjeWhv7VMhnhFht99cMZv7XS7Ge8cbcHNY+ws5o/LI2J7VSd6bW7MzTIgLzGyN3ztnQz2bkCTDsi0k+tBSfnjHOJLgNqNDPYuwJAPTLuZR+Kc8P8eyToF3vvKMmyuaMOhhl7EqWS4viw9qPDo2tI0nAzQ6XFN6cQ8qIkURw/DtsdEmM+b5lz1GsP0WzjM/iJNrSeEEELI1JWYlYM1j307ImuJTu9AJ6uGTztZlSfHRKBDUEuhLImH/bifbsYcoJ6fEtHzcRIemgWp0CyYXL8TxyrmFmH+0P/9BFeDGY6T3VCWhB7iZG4RjjM9EB1eyHP1kBgj9+IeADRbutFjNyNXnwyNTBnRtcfbb5ffg4Wp0/B61W70OCyYmZCNL8y8EqWJuWGvnalNxMbrf4jNdYdworse8Uod1uUvRIp67PexVuXOw9PH3/dbuy53co2A9vQ60Pn0cXh7HIPHLDuaobsmG7rLs6K4M0IIIYQQQgghZOJRKI4Q4qPD5MCtT+9BTefQ2Jd/7arDA5fm4dvXzYjizgZ857oinGk342D90AgZngO+fk0R5uWM7Q1gEh21XRa09DsC1nee7Qo5FLejqguP/vsIuiwD43U5DrhuZip++5nSsLvPOXoYDvxGROteACLAy4DclRxKH+IgyCZHOI7jOOReyyH32vFZXyrwWFOahjWlaSF9/OeWZOP9yjYcbujzOZ6fqMYjKwojscUJc+QvzCcQd87pfzMkz2dILp8cXzOEEEIIIdHi6XGg86lj8PY5B49ZdrbETKDDsC4fni6776hUHjCsLYA0Zep0ap+KXC0WiDZPwLrjbF/IoTj7iS70vlY1tD4HqOYmI+6GAnBCeC/HNFu68f2dL2DXp2M8VRI5bpm+DI/PWw8JPzm6rQs8j9uKluO2ouXjsr5cIsW6goVYV7AwpI+/d9bV+LjpBM70NvscLzZm4u6SKyKxxQnT9+ZZn0DcOaYt9VBMM47rqFxCCCGEEEIIISTWUCiOEOLjx+9W+gTizvnbJzVYPi0RSwqiO/pGq5Di1S8uxidVXdhT0w2NXII1s9OQFU8jTWPdaOE0pSy0m/lt/Q7c99wBn7G6jAEbj7ciTi3Fz9bPCmldAGAiwydfF9E/NF0HoguofpvB6wLmf5MCTpGgkknw0n2L8OrBJmyuaINXZFhRlIRbFmRCp5BGe3tj5rEzNG/3P0oLAOq3UCiOEEIIIWQ0vW9U+QTizomVQIegkSHpkTI4TvXAVW8Cp5RANScJEgONNI11nHTkcBoX4gtV7g4bul88BXjPuxZggO1gOwStDPqVOSGtCwAurxt3b/4DGsydg8dsHif+eWIrRCbi2wtvDnltMkQvV+OlVV/Da2d24cPGY+AAXJE1BzcULoZKOnm+t71mFxxnegPWbQfbo/4zlBBCCCGEEEIImUgUiiOEDDI73Hj/RFvA+quHmqIeigMGul4tn5aI5dMSo70VEoSMOBXmZBpwpLHPb33N7NC6jL28v8EnEHe+Vw824Zsri6ANMVjVugc+gbjz1b/PUPIFBlUihZwiQSEVcMeibNyxKDvaWwmZ2wqI7sB1pylwYI4QQgghhABekxPOs/6vFwDAdig2Ah0cz0FZHA9lcXy0t0KCIEvTQJKohKfT7reuKg3tHoN1b6tvIO782r5W6K7MAicJrVvce7WHfAJx5/v36e340pzroJdTh8JIUEsVuKtkBe4qWRHtrYRMtLmBES47vdYRLlgJIYQQQgghhJApKLz+/YSQKcXi9MAd4EYuAPTZwr95ZnF68NaRZmzYW4/qTkvY65GJ01/DcPYNEXWbRbgtoYV7frpuJnSK4Xnsm8szQg5c+utseI7DLaKlL/DI1tH0nAr892Qi0Hcm5KXJFKQwAqrkwHVjEQUoCSGEEEJGIto8IwY6xAgEOkSbG9aD7bDsa4XHz4hBErtcTWZYdjbDdrgDosv/i1Gjibu+EJxs+O1QzdL0kAOXni7/ITtg4Gs6nK/bY111AWsOrxtneltCXptMPZJ4JXh14HfgZZnaCdwNIYQQQgghhBASfdQpjhAyKFmrQLpBieY+/zd052Qawlr/zcPN+O4bx2E97+b1ujlp+M3NpZAKF1dG12Vh4ABINZEPyTjcXuyu7obIGBbmxUMjD+9HvdfFsPdnIpq3Dx079AeG8sc4ZF8V3OdtVoYem76yDM/vrsfB+l4YVDLcODcdK2emhLy/TKMyYE0m8EjRKUJeWz7Kl7xMH/LSZArieA7Tb+Vw+A/Dn+TKdEDeGgrFEUIIIYSMRBKvBK+SDITj/JBl6cJa37KnFf0ba8Dc4sABDlDPT4FhfQE4/uL6XU20uQGBAx/m9aLftZ1eOGv6AI6DPE8PXhbaWNLz1+vecBLO88ZCcgoBxpunQ1kSXLc+eZ4eyV+eC8vuFriaLBA0UqjmJUM5I/Suf0Jc4GtOTi6AV4XWuRwAjIqRg3qj1cnFhZPw0CxNh2lL/bAar5NBPW+Et7gIIYQQQgghhJApiEJxhJBBPM/hi8vz8P23TgyrGdUy3LYgK+S1T7aa8Ph/jsIr+oZF3jrSgnSDEt9YWRTy2pNJ13GGY0+J6K4Y+HNiGTD7AR7G6ZF5APPK/kb8fNNJ9NsH3kRXywQ8euU03HdpXshrVvyd+QTiAMDrAPb/D4Mhn0GfF9zeM+JU+PZ1M0Lez4VunZ+Fpz+phcsrDqutKU2DPowHEFkrOBz7K/M7ElObCcSXhLw0maIK1vMQ3SJOvcjg/HTyl3EGUP4YD2X8xfWglRBCCCEkWJyUh2aZ/0CHoJdBNTcp5LWdtf3oe+usbyc6Blj3tUESr4B2eWbIa08mjqpe9G+pg7vJAnCAvDAOhutyIU2JzAhO845mmD6oB3MOvAzHKSTQX5sDzcLUkNfse6faJxAHAMzhRfdLJ5Hy2DxIjMG9CCVJUMKwJj/k/VxIvSBlYISqny6H6nnJ4KShvwS4Ln8RnjyyCV42/Hq3NDEH+YbQ/13J1KS9LBMQB74XmX0gYCzL1SHuhkLwfjr3E0IIIYQQQgghU9nF1ZqJEDKqOxfn4Puri5GgkQ0em5cdhxfvW4hErTzkdV/YUz8sEHfOi/sa4PYTaJpqek8zfPy1oUAcAHQeBj7+qghTfWjjSM+382wXvvn6scFAHABYXV78fNNJvHsstJEqXhdDzSb/e2MiUP12+PsOV6ZRhT/eNgfqC7oPLMmPx4/WFoe1ttzAYf63OHAX3DeW6YCF3+PBcdENOVmaGWrfE9H0MYPXGf3PBRkw7WYeq1/hceVTPK59gccVTwowFFAgjhBCCCFkLLSXZUJ3TTZ41dAv4fJ8PRLvmx1WoMOyuyXgaFbLrtaQ151MHNV96PrniYFAHAAwwHmmF51PHYOnN/xRsvaKLvS/WzMYiAMA5vCg742zcFwQahsr0e6B7UiH/6KHwbq/LaR1I0mWpkHcTdOGhd8UM4zQr8wJa+0MbTx+uPg28Bdceyap9PjF0s+FtXYkuNutsO5vg/1EN5hn6t/XmQw4joPuiiykfWcBkh4pQ8o35iPpgVJIE1XR3hohhBBCCCGEEDLh6PUwQsgw9yzNxZ2LslHdaYFGLkGmMfwbZ3Xd1oC1PpsbfTZ3WKG7yeDkBhGia/hxjx04/TLD/G+GF5r5x45asAAPeZ7ZUYvVs9OCXtPVD3gCf+pgbY2NINbKmalYWpiIzRVt6LO5MDc7DnOz4iKydtYKHvHFDHWbGeydgD4XyL6Gg0wbvZCT6GbY/yuGhv+yTx/sMUi1wPxv8EhfSuGrWMBLOcQVRnZNUz1D7UYGWweDLptD7moOqkT6fBNCCCFkauE4DrrLs6BdmgF3pw28SgqJIfxrRU934NCXt98J5hHBSab2u6Pm/zYAfl5WE20eWHa2wLA69A7jwEBnqpFqimnBX6N5TU7AE/i609MTfpgvEtTlyVDOMMJ+ohuiwwt5nh6y9MiMNv3M9KVYmDoNb1TtRpfdhJKELKzJXwiNNLgOeZEkurzoefk0HJXdg8d4jRTGW6ZDURiZa3ESHk4qROxr8BxXiwW2A+3wml2QpqihXpACQSsb/QMJIYQQQgghhJAooVAcIcQvmYTHjFRdxNbLjldj59luvzWDSgpDGCMuQ+XyiKhsNUEe4b9rIB1HRqgdDj9cdrrdHLB2pi1wbSRyAyDVAu4AH65Jj51AjkYuwU3lGeOytjqFQ8nnY+fvWvEMQ8NW368ZtxnY8xMRVz/DQ5sZO3slkVG3RcSBXzEMTU1iOP0Kw9IneCSV0eebEEIIIVMPJ+UhS4tcoEMSr4C72eK3JujlUQnEMbcIV6sFvFyANDky40sDnosxOGv7A9ad1X1hn8PdZgtY87SP8LbVCAS9HJyUB3P770ImSVCGtO544FVSqOenjMva2bokPFq+blzWDkX/uzU+gTgAEC1udD9XiZSvz4Ogm9ovPV6MLDub0fduzWDHTfvxLpi3NyPxnpmQZWqjuzlCCCGEEEIIISQACsUREsNOt5nxxuFmmB1uLMg14tqZqZBN0jfX71iYjX/vb/Q7QvX2BVmQChP799qwtx6/+6AKXRYnACA/UY2frpuJJQUJ43ZOqSpwuEwSgfv4aXolmnrtfmuphtBOwEs55K3mcPql4Z83TgLkr6UwzkTzuhhq3vUfohTdAyNt5zxEn5epxNnPcPC35wfiBngdwL5fiFj1Eg9OoM85IYQQQiKvveYsTu36BG6HA1mzSlEwbxF4QYj2tkKiWZwG+/EuvyNUNUtSJ3w/5k+aYN7WCNHmAQBIU9Qw3FAAedb4vLDFcRw4meAz2tSnLg//8yoxyOBu8/itCfrQQlK8QgLV3CRY9w4fk8pJ+XELoZHARLsH1kP+R9oytwjr/nborsia4F2R8eTpdfgE4s5hDg96/nMaKY/Ni87GCCGEEEIIIYSQUVAojpAY9YetVfjd1jODf96wtwFPJldjw30LkaCZfG/cFqfp8NubS/HdN47D6hq6Cb9uThq+etW0Cd3LO0db8N03KnyOVXda8YVn9+PdR5aiIGl83nDNXOE/XAYAWVeEH2i5fWEW9tX1+K8tCP2G9MwvcHB0AfVb2eANUKkGmPc1HrocCuJMNGcv4B6hyYKlKTZG2kbDO0db8MKeejT12pGXqMYXLsnF5UVJ0d6KvZKjAAAgAElEQVRW2Bo/YhDd/mv2zoEulMnlE7snQgghhEx92557Ggc3vjX456MfbEJKfiFu+t7PIFeNb1ez8SDP1cOwLh/9G2uHuo5xgHp+CjTLxqfjdCCWva3o31Trc8zdZkXXMxVIfnQuJHHjMxZTVZoI677h4TIAUM1JDHt99cJU9L1VHbAWKsPqPIgWN+wnzhvVqZbAeEtRREbrkuB4+pyAx3/nPgDwdAbuGDiVMcZQ+cmHOLZ1Myy93UjIzEb5qvXImlka7a2FzXakw2+gGAA8HXa4msyQZVC3OEIIIYQQQgghsYdCcYTEoAN1PT6BuHNOt5vxk3cq8cfbyqKwq/CtL0vHlcXJ2FrZDqvLg4W58ShIitw4nLH6v23+b9I73CL+sbMOT1w/a1zOW3Q7h/b9DH1nfY/HlwCFN4YfLltflo7jzf34x85asPNuVt4wNx2fX5IT8rq8hMOC73Ao/hxD5xEGiZpD6iJAoqBAXDTIDQOdBT3+mwJCnXpxfl5+veUU/vLR0Pd2c58d26u68IPVxfjC0two7ix8bv9Tvga5QpuOTAghhBASUM2h/T6BuHPaqquw/cVnceW9X4rCrsKnWZQG1exE2E/2gHlEKAoMkMRP7PhNxhjMHzf5rzm9sO5phf7a8fn9VXd1Npw1/fB0+V5MyAsMUM8Lv+OaemEqXM0W2A60+x5fnAp1eXLI63JSAfF3FsPdboWrwQxeKYGiyBiVkbcEkOhlgMABXv8pKWGCv6dixX//8VccfX/j4J9NnR2oOXwAKx98FCXLr4jizsIn2v13mByq++8QSQghhBBCCCGERBuF4giJQf854P8GOQC8V9EKs2MmtArpBO4ocjRyCdaXpUft/B6viMpWU8D6saa+cTu3TMPh8j/yqH+foWUXAzggfRmH7Ks4CLLIBJm+v7oYty/MwpYTbRBFhhVFyShOi8z4HU06B036xRm4iqTGHhtOtpqQqJWjLCsu6I8X5BxyruVw9nU/I20FIG9NZD5HXRYnXtrbgP31vdArpbihLD1mu6419doChl1/8/5p3DQvA7pJ+jMTABJmcgj0Wj7HA/HFE7sfQgghhEx9FR99ELBWuf0jrLj7gUk7RpVXScMKaIVLtHng7XEErLuaR3kjIgyCRoakh+fAeqAdjtM94CQ8lLMSoCpNBCeEHzDjeA7Gm6ZBuzQd9spugOOgLImHNEkVgd0D0mQ1pMmTr0thrHF32eFpt0IwKCBLD/5FRV4lhao0ETZ/I1QlHNTzI/P95e13wrK3Fa4mCwS1FKryZCgKDBFZO9K6Gup8AnGDGMO255/B9MXLIJHJJn5jESLP1iHgTyYJH9LXESGEEEIIIYQQMhEoFEdIDOq2OgPW3F4Gk8MzaUNx0SYReBhUUvTZ/M8ijFeP7+gViZJD/joO+evG7xz5iRp86bKC8TsBCYnN5cE3Xj2GTcdbIX6abypK0eKPt5VhWnJwY0Zm38/B1s7QsnPomKAA5j3OQZ8bfijubIcZtz61B10W1+Cxd4624LMLs/DzceqkGI6tle2D/6YXsrm82H6mC6tmj21ck1dk+KCyHZsrWuFlwIqiRKyalQZZFLtQJM7hkDAb6Do2vJZ9DQdVEoVVCSGEEBJZNlPgl4XcDjvcTifkqsgEnS42vEwAJ+WHRrheWFeP77U+r5BAuzQd2qXj97KaNEUNaQqF12KNaPeg55XTcJzqGXznRpqhQfxtRUF3TDSszYfX5ILz7NDPCk4uwHjLdEgM4Y//dTWZ0fn3CjDHUAcy2+EOaJdnjFsnxXBU7d8dsOYwm9B06gRyZo9t6gPzirBXdMFe2QNwgLI4HsqSBHBC9K77FDOMkKaq4W61DqtpFqWCV9E9SkIIIYQQQgghsYlCcYTEoFnpBmw96eeNWwBJWjmSteMb3Jrqbi7PwNPba/3X5mVM8G7IxeK7b1Tg3WOtPsdOtZlx5zN7se1rl0MpG3unDUHO4ZKfCeg7y9B5lEGqBtKXcpBqInOT/AdvnfAJxJ2zYW8DVs1KxZKChIicJ1ICBeLO8bJR/oNPub0i7n/uAD463Tl47J2jLXh2Vz1euHchNPLo/dq09Oc8Dv+ZofFDBtENSNRA3ioOs+6jQBwhhBBCIi85rxDNpyr91uJS0ykQFwZOykNZmjhsxOg50exiR6a2nn9/Gog7j7vJgq5/VCD5sXlBha54hQSJ986Cq9EMZ4MJgkoKRUk8+CCua0fS+8ZZn0DcOeaPm6CcnRhzncnYKBelTPQfgr2Q6PKi658VcNUOTTiwH+mEvMCAhM+VgJNG52UtjueQcM9M9L1dDfuJbsDLwCkl0CxOhe7K7KjsiRBCCCGEEEIIGYvotT0hZIoTRQZxtKRGALctzIQhwFuW91+aB0kExppczB69chrm5wwfW3n7wiysnp0WhR2Rqa7d5MDbR1sC1Jx455j/2mgMBRwKb+SRs5KPWCCuw+zArurugPU3jzRH5DyRtKIoCVyAv75cwmPZGEN8G/bU+wTizjnS2Ie/fHQ2nC2GTarhsOBbPNa+zmPlczzWvMqj9EEevIRCcYQQQgjxj4ls1KBGIGXXrIZU4b9z1Px1N4azLQLAcF0upGnDO6lplmdAMW34tSoh4XJ32IYF4s7xdDvgOBn4GnAkskwttJekQ1WWFLFAnLvTBvcIY4RtR/y/RBpN+eULAtbkKjUyZpSMaR3L9mafQNw5zrN9sOyK7rW4oJEh/vYZSPvuQiQ/Xo607yyE/uoccDxdkxJCCCGEEEIIiV3UKY6QCKtqN+M375/Gf092gAG4fHoSHr96Gmak6sa8RpJWgRfuWYhvvnYMJ1oGbobpFBLcf2ke7l2WN047v3io5RK8fP9ifHiqAx+f6YBcImD17FSUZdHDBzI+znZY4B3hgeSpVvME7mZkNqd3xLrFOfxt/WB9cqYTbxxuRr/djfLsONw6PxPxmtA7YOYkqHHnomw8t7t+WO2hywsQp5aNaZ03Dgd+yPD6oSZ8c2VRyHuMFKmGgzS2miIQQgghJMa4mswwfVAPx5legOegLI6H7upsSBPH3t3NkJKKG779I2x9+i/obmoAACi0Oiy6/hbMuvzq8dr6RYNXSZH0UBnsJ7rgrO4DJxegKk2Kue5XZOpwt9tGrrdZoZwZGx3BmWPka1I2yjXrqOszBsfJHtiOdoI5vZDn6aGelxzWCNDkvALMWHoZTu7YNqy25DN3QCof20hZ2+HAgT/roQ5ol2eGusWI4VVSGpdKCCGEEEIIIWTSoFAcIRFU22XFjf+3C6bzRjxsPdmOvTXdeOOhJShI0o55rZnpemz88jJUtZthcnhQnKoLarziaEQvw5l/M1S/w2DrAPQ5QOFNHHKvvTi60Ak8h6uKk3FVMY2mIeMvRT/yDfA0w9hukE+ETKMK6QYlmvvsfuuL8+LDWv+Hb1Xg2fPCax+e6sA/d9bh5fsXoSAp9IeAP15bgmnJWrywpx7NvXbkJWlw95IcrC9LH/Ma/XZ3wJrJHn4YkBBCCCFkvLlaLOh86hiY69NRfV4G+/EuOGv6kPRwGSRxY/+9M6OoBJ//7ZPobKiD2+FAUk4eJLKxvWwwpr163fjbsS147cwudNj7MMOYiXtmXoXr8uZF7ByxjBM4qGYnQjU7MdpbIRcBQT/y966gD/0lpUiTpqjBqyQQbf6vweR5+pDXZoyh95UzPuEzx6keWHa1IPGB2UH9jLzQyoe+iuS8Qhz/cAvM3V1IyMrBvNXrUbhgyZjXEEe4JhXpmpQQQgghhBBCCAkaheIIiaC/bqv2CcSdY3Z68ORH1fjfW+YEvWZh8tiDdMHY9wRD44dDnav6a4ADv2Kwd4oovit2g3FekaGqwwy5REBuwvBxM4TEovxEDRbmGrG3dvi4GoWUx/VBBLfGm8BzeGRFAb71+vFhtex4FW6YmxHy2ntqun0Cced0WZz44dsV2HDvopDX5jgOdyzKxh2LskNeY16OEXXd/jsozPMzcpkQQgghJNaYP2wYCsSdR7R6YNneDMPa/KDXTMzKicDOhnvkw6fwcVPF4J9PdDfgsY+fQY/DgjuKLxuXc0YC84pwd9jBy3hI4v2PmCUk1sizdJCmqOFusw6rcQoJlDEUzuSkPLSXZaJ/U+2wmiRZFVZHO0dlt99ubN4+J/o31iD+juKQ1+Z5AeWr1qF81bqQ15Bl6+Go9D/KVp4z9gkUhBBCCCGEEEIIGUChOEIiaHtVZ8Dax2cC1yZab5VvIO58p15kKLiBQabhJnhXo3vtYBN++/5ptPQ7AADFqTr8ZF0J5uUYJ3Qf7SYHNuxtwPGmPiRo5PjM/EzMn+A9kMnnf2+Zgzuf2YuazqGHECqZgD/eWhbW6NDxcOuCLAg8h798dBZ13TZIeA7XlKTg+6uLoZaH/qvDmyOMJ91V3Y0OkwNJuuh1zbtvWR7ePdYCh9v3QbLAc/jSZQUROUd35cDPX48DSCoDMi7lwEtj7+ctIYQQQiYnR1Vf4NqZ3gncycj2tJ72CcSd709H3sVN05ZAIYlcV7pIsexugenDBojmgW5O0kwt4tYXTPjYU0+vA9a9rXC3WiHo5VDPT4Esc3xeqCNTh/GzReh6pgLePufgMU4hIP7OGeDlkZtMEAnaSzPASXmYP24a2K+Eg2pWIvSrcsFJQn+R03Yk8L05e2UPRKc3qv8W2ssy4DjdA3gvuGcn4aC9NPQX1M7nrOmH7Xgn4GWQF8ZBWRwPTqBrUkIIIYQQQgghUxOF4giJINkIN+bkYdy0i7S2ff4DcQDgdQKdR4D0pRO4oTHYXNGKx/9z1OdYZasJd/1jH959ZCnyEifmIcTRxj7c+cxen46A/znYhEevLMSjV06bkD1Mdj0nGRq3MYhuIHkeh9RFAMdH/wYsYyI6uytgsbVAITciObEMAi+N2PrpBiXef/RSbD3ZgcqWfiTqFFg7Ow16VeTOEUk3z8vETeUZ6LQ4oZZJwgrDnWN2Bh73whhgcXqQFPZZQjc9RYvn71mIn71biaNN/QCAwiQNvnVtERbnhzc2FgCO/EVE1atDP39rNwKn8hmW/5aHXB/97wFCCCGETH6chANzBqrFzjXpjqbKgLV+pxVHO+uwMDW2rq+s+9vQ91a1zzF3oxmdfz+O5EfnQjJB4ycd1X3ofvaET0dA6/426FflQbs0djpQxzJnbT/sFV0AAxRFRsgLDeC46P8+zrwMjlPd8HQ5IIlXQDHDCE6I3PetNFGFlK/Ng/1EN9ztVggGOVSlieAjcK03HjSL06BemArR6gYnF8DLwg+riX6mOwwVGZjbC0QxFCfP0iHhcyXo31Q72NVPmqaG/ro8yDLCC74yxtD7ahVsB9sHj1n3tUGWpUXCPTNj9uuAEEIIIYQQQggJB13tEhJBq2en4c8fnfVfK02b4N0Exo/ync/H1gvCAIAnt1X7PW5zefHPnXX46fqZE7KPb71+3O+I3N9vrcJ1s1IxbZzG3U4Vh34novrtoVDQ2TcYEmYDy/6Hh0QZ/EMIt1fE1sp2NPfZUZCkwfJpiSE9zLDZO7H/6O9htbUOHpPL9Cif/QgMuryg1wtEIvBYOTMFK2emRGzN8cRxHJK0kevctjDXiI3HWv3WUvUKZMdHfyTy/Bwj3np4KVr67PCKDJlGVUTWbd3LfAJx5/RXA8efYpj39eg/hCOEEELI5KeclQjrHv+/bylnhz5yMNIk/MhBH2mMXZQyxmDe1ui/ZvfAuqcV+mtyxn8fIkPva1XDR+QyoH9TDZQz4yExRK/zcqxjIkPvK6d9uoVZdrVAMT0O8XcWhxQcZW4R9soueE1uSFPVUBQYQtqbu8OGrn9WwNs7lGoVDHIkfL4E0pTIXSdxEh6q0kQAsTMudSQcz0HQRq5rpDxXD2eAjpqSJCUETfQ7VCqmxUExLQ6eHgfAI2Lf0/ajnT6BuHNcDWaYtjbAsCpy9z4IIYQQQgghhJBYETuvCRMyBdy3LA/T/YSi8hPV+OLy/CjsyL/0ZRwQIH8h0wFJc8Nb321haN3D0H6QQfQE7ko3Vh6viGOfdm3y53DjxIwBOt1mxslWU8D6SKMhJ1pliwnffv0YPvO33XjslSM4WB/9UUmN25hPIO6crmPAiX8F/3VyvKkfy375ER7ccAg/23gSn//nflzz+0/Q1GsLeq1DFU/6BOIAwOnqx4Gjf4TX6w56PeLfDXMzkBUgZPbwigIIMdAx8Jw0gzJigTgAqHsv8Nd4w38ZvK7wf1YSQgghhOiuyIIQPzxAIU1TQ3NJ7LyodXVO4IvOVHUcShNzw1pftLlhP9UDR3UfmBj+71mizQNPtyNg3dVoDvscY+FqMMHbE2Af4kDoJVYc66zDt7c/hzs2/Rbf2/E8TnQ1RHtLsB5o8zs+03G6F+ZPmoJez1nbj9b/2Yeel06jf2MNuv5+HO1/Ogyv2RXUOkxk6H6u0icQBwDePie6nquMyNcwGaBekAJe5z/4prsia4J3MzKJURHRkKvVTyDuHH9hOUIIIYQQQgghZCqgTnGERJBeJcWrDy7Gi3sb8H5lO0TGcFVxMj67MBt6ZeyMSNSkcZjxWQ4nX7jgxioPzHmIgyAPPZhy8gURJzcweD+9T68wAmVf5pGxPPQ1JQIPnULit0MbAMSpJuZNXotz5HCUeaQxHBPonaMt+Oq/j8Dz6Y3zfbXAG4eb8ZO1JbhzcU7U9lX3nhi4tpmh9MGxr+X0ePGFZ/ej0+z70OBMuwVf2nAIbz889vm/faZamMz1fmsutwltnQeQnrJ47JsjAWnkEvz7gUX4yTuV+KCyHR6RIdOoxEOXFeDWBbH1ACLSnP0jj632OgAh+k0JCCGEEDLJCVoZkh+aA8vuVjhO9QA8B+XMeKgXpIKP4kjACxXHZ+L2ouV48dTHPselvIDvLbwFwiid5AJhjMG0pQ7mHS2AZ+D6Q9DLEHfjNCimxYW8X14mABJ+cM1hddXE3F4THd6w6hPlldM78MNdL4Jh4HfgA+1n8cbZPfjFsruwNn9h1PZlOxA4+GM92A7dirFfk4gOD7qePQF2wb+5u9mCnldOI/GeWWNey3m2D54uu9+at8cBx5leKIuMY16PBCZoZEi6fzb63q2B43QPwABJghK6K7OgKk2K9vbGlWgJfE9LtHnARAYuhl5UI4QQQgghhBBCIoFCcYREmFYhxQPL8/FADHWG82fmPTzipjPUvCvC1gbocjkU3sAhYVboN8BqN4qoeMY3+OHoAfb8VMQVKTzipoe+9o3lGfjnzjq/tZvKM0JeNxgzUnXQKiQBw28L86J/k9rh9uJ7b1YMBuLOYQz46caTuG5WKuI18ujsbYRmdS4TIHoZeGFsXyObK9qGBeLOOdbUjyONfZiTObaxNXb7yN0U7PauMa1DxiZVr8T/3VEOs8MNq9OLJK0c/EVw491YxKHziP9gnCYDkNLkZUIIIYRECK+SQndFVsx1PbrQDxbfinnJBXi1aic6bf0oMmbirpIVmJWQHfKalu3NMG/z7fjl7Xeh67lKJH+lDNLE0DoBc1IeqtkJsB3q8FtXzU0Oad1gyTK1I4bz5Ln6CdnHSPqcVjyx95XBQNw5XibiJ7tfxpVZc6CSRuea1DtSKMgcXIdw2+GOYYG4c5xVfXB32SFNUI5pLU9v4C6EAOAdpU6CI0lQIuHzJRDtHjC3F7xWBo6b+tekskwt3K1WvzVpuoYCcYQQQgghhBBCpiQan0rIRSx9KYdl/yPgmn8JWPxDPqxAHACc/o//wAfzAlWvhzfu47GrpqE0Y/gN/hvmpmNt6cSMAVLJJLh/WZ7fWlGKFteUpEzIPkay7XQn+u3+b+a7PCI2n2ib4B0NiZsW+OtLn48xB+IAoLFn5BGpo9XPp1anhlUnodEqpEjRKy6KQBwAFKznIFX7rxXdyl0UD2EIIYQQQi50Xd48/OOar+Cd63+AXy+/O6xAHBMZLDua/Rc9Iqy7W0NeGwD01+VCkjw8VKdZkjZhXbwEtRSaxf6vT2TZOsgLx/Zi0Hj6b8NROLz+r0ktbgc+bqqY4B0NkaVrAtcyAtf88QQaY/upgGNu/ZAmjhyek4xSJ6HhlRIIOvlFcy2mWZoOTur/UYD2sswJ3g0hhBBCCCGEEDIxqFMcISQimJchwARKAEB/bXihOK1CilcfXILNFW34+Ewn5BIeq2anYkl+QljrBuuRKwqhlAn4+/ZatJkckAk8rpuVgu+vLoZUiH7O2O4eeYSr3RW9cTqFN3Ko/4BBdA2vFd0W3E3ovMSRH1jkJQZIH/mh02TCaChCT9+pYTWlIgHJCXOC2hsh/qiSOVz6ax4Hfyeir2rgmDwOmHEHh9xV0fvZwbwMVW8w1L7LYO8BDPnA9Ft4pC66OB4MEUIIIWTqEO0eeE1+LjY+5W7z3yFprASNDMkPl8F2rBPO6j5wcgGqOUmQZ+vCWjdY+mtzwSslsOxqgWhxD3Sxm5ME/arcmAj32N2BPwcAYHP77/g9ETTL0mE/0Q1c0FkdHKBZHlwH+hGDatxAN7KxkucZIE1Tw90y/GtUkqyCPD/6YUcy+UmTVIj/fAn63q6Gp33gRUJBJ4PuqmyoZk3svbXzMY8I845m2A60w2t1Q5aphfbSDCgK6OueEEIIIYQQQkj4KBRHCIkITuAgjwOcAUZkKhPDP4dU4LGmNA1rJqgzXCD3LsvD3ZfkosPsgE4hhVoeOz9KF+XFQ+A5eC+8yf+piQ4Rnk+fy2HpEzwO/UGEpXHgmNwAFH+OQ9YVwYWCripORrpBieY++7DaghwjStKCGxtUNvOLOHT8SfT2nxk8plGlYu6sh8HzsfP5JZObcQaHq54SYG5g8DgAfS7AS6P74HLvEwyNHw79vOg8AnQeEVH+NQ55UQzrEUIIIYQEi5cL4OQCmNP/i0CCPvyRnZyUh7o8GeryiRmX6ncPPAfdiixol2fAa3GDV0rAy4So7edCi9KmB6zxHIeFqYHr402epUP8Z2eg791qeHsHwnm8Tgb9NTlQTg+u25+qNAmmLfUQrcO74imKjJAYFUGtF39XCbqfr4S72TJ4TJqmRvwdxTERdiRTgyLfgJSvlsPdbgXzMEhT1OCC6NofaYwxdD9fCcfpoZuJzjO9cFb1wnhbEVSzI3AzkRBCCCGEEELIRY2e9BNCIiZvNYeTz/sPY021cIXAc0jVhz7CxGNnqH6LoXEbg9cJJM/jMO0mDqrk8G5GpuqVuH1BFp7fM7xt33WzUlCcFnwXg80VbXh6ew0qW0xI0slxy/xM3LcsL6TOeMnlHFY+y6O/GvC6gLjC0EJBUoHHv+6ejwdeOIiazqG36edmGfDnz5YFvZ5cpsPi8m+h31QHi7UFCkU8jIZp9PCBjAttVmx8XXVX+gbiznf8aYbsqxgEWWzslRBCCCFkNJxkILBm2dXit65ekDLBOxpfnMBDEkbQT3R4YNnVAntFFyAyKKYboVmaDkErC2tfBYZUrM6bj3dr9g+r3Vi4BBna+KDXtB3ugHlnMzztNggGOdQLU6FZkgaOD/53VWVJPBQzjHC3WAAGSNM0IYWCeLmAhLtL0L3h5GDADgDkBQYYb54W9HoSgxzJj5TB2WCCp8sOSbxywrsQkouHNHns3fXHk/NMr08gbhAD+jfVQjkzIaTvc0IIIYQQQggh5ByOsfBGGsYijuOa0tPT05uamqK9FULGlVdkONHSDwAoSdNDiPKNIq+LYfePRbTuOu8gBxTdzmHWvVMrFBcOr5Nh22Mieip9j8sNwOV/5KHNDO/zKIoM//dxNZ7dVYcOsxNxKiluW5CFR6+cBpkkuM/DC3vq8b03K4Ydv7o4GU/dNS+sfUYCYwy7a7rR3GtHYbIWczIvrvEalmaGUy8xtB9kEORA5uUD4Uqpmm4ak9Ed/7uIUxsC/x64/Lc8kubS1xIJXUZGBpqbm5sZY8HNIyNkCqBrUnKxYF5xYOQjz0Gapo76SyWiy4vuf52As6Z/6CAH6K7Jge6yzOhtLMaIDg86/3oU7jabz3FBL0Pig3MgMYTXVc8tevHkkY14+dR29DotSFDqcHvRcjwweyUEPrhrUtO2Rpg21w07ripPDil8FmlMZHCe7YPX5II0VQ1ZuibaW5pQ7nYrzB83wVnTPzBSuCwJ2kvSwEljp3shiV29b56FdU9rwHrSI2UX3fcUiSy6JiWEEEIIIYRQpzhCJqmNx1rx842VaOl3AADS9Ap8Z9UMrJ4dvdGigozD0p8L6KpgaN/PwMuAjOUctBkUqjhf7SY2LBAHAM4+oOIZEYt/FN7NY57n8NDlBXhweT7MTg80cklIgUmH24vfvH/ab+39ynbsr+vB/JzgRsxEGsdxUR0JG039tQwffVmEe2i6Dir/xdCyk+HyP/CQKMP/vmvtt2NrZTsYgMunJyHTqAp7TRI5HWYH/r69Fh9UtgMArpyRhPuW5SFJN7ZRTaM+s6YsMyGEEEJGYD3Qhv4t9RDNLgCAYFTAsDYfyqLoXSPwMgGJ98+Go7oPzuo+8HIBylmJQY+ynOosO1uGBeIAwNvvgvm/DYi7sTCs9aW8gK/MXYuH56yG1e2ARqYAzwX/y6Vo9+D/2bvP8DjKc2/g/5ntXVr1ZlXLstx7tzEGg8Gmd0IJhJZ20svJSV7S6yGHBAihJyQQsCmmg42Nce9Flpt6bytpe9953g+yZS/albVFW6T7d13+oHkuP/Nom3Zm/nPflk+bA47ZD3ZBsywPkuz4VrzieA7y8tS4riFeXM1mGJ6rAnMLg9vMHzXCeaoPGV+ZBi7Em/ICabH0YFtLNUQ8h0sLZiBLNb5uhEt0ZkMPDrz7JhoOHwAnEmHi/EWYu/Z6KDQjrHJ4sWNSOp1ICCGEEEIIISRCFIojJAntruvFN149BOGCAj/tJie++ephpKlkWFQaejuSaEqfyiF9Kp25Cqb18+CVmdp2AIKPgQ+jfcsX8TwHnUIS9v8/1NwPo90TdHzLqStdMggAACAASURBVO64h+LGs6rn/ANx5xhrgPr3Gcpviuw19KePT+Nv2+rgO/tBw3PV+PKSYvx0bWVE8yaLPpsbf/usFu8d64DLK2DZxHR8bWUZyrM08V4agIFA3PVP7kKb0TG47dntDfigqhNvfnUxskYQjMtbyuHkvwJ/HslSgfQpUVsuIYQQQsYYx4le9G+o8dvm63Oi9+UTyHxkBqT58f3OJC9NgbyUwjPBOI4bgo7ZqwwRh+LOEfE8tLLwb6xx1RnBPELQccepvriH4sYz0wcNfoG4c9yNZtiP9kA1JyvsuRlj+PXe1/HKqW0QznY5+fWe1/HQjDX4xqy1Yc+bTHxmN8xbm+E43jvQ4rhCD+3KAojTFfFeGgDA1N2JV/7ne7CbjIPb9r29HjV7d+H2X/0JCvXF/w4oKtNg2x24UpwoTQ5JDr2/CSGEEEIIIYREhmqAkHGNMYZGgw0tfUPvkE5kz3xe5xeIO0dgA2MksQnBc2ZgAoDg5/xjSnyRtjaiOLdGSiaMMViaGWwd0WlZLngZOvcEH2/bHtl+3j3ajie21g4G4oCBz5fndzTg9f0tEc2dDEwOD25+ehee3d6ADpMTfTY3Nh5pxw1P7RpsWR1vT39W7xeIO6fN6MDfPhvZ34HUSRyKrgzwPuaAGY9w4CX0HieEEEJGGxMYPAYHvEZXvJcSEsu2IK2BfQyWHW2xXQwJGfMNc7wgJMgBKQBcpOI5F0ZF9PGKCQyebju8RmdU5hPsHrgbzUHHHdW9Ec3/2unt+NfJzwYDcQDgZQKePPI+Pmk8HNHcycBncaP7qSOw7e6AYHFDsHlgP9iF7qeOwNOTGOcwd2/4j18g7pz+jjYc+uCdEc0hn5gK+ZQAN/byHFKuKol7S25CCCGEEEIIIcmPKsWRcevj6k78/qNTqO+xAQCm5mnx06srsaAkvlXWRqKqLfiJx+HGSGLIWcihtzrwRYisOUiYIMqsCSnI1MjQbQl8ge7KqdkxXlFyavmMoepZAbb2gZ9TJwEzv85HVk2RAWy43FuE2buXdzcFHfvnnkbcMq8gsh0kuH/vbULd2b8NF7K6vHjskzN4/t55cViVv4+rO4OOfVLdiUevGVmZt7nf55A2BWh4n8HRC6SUAuW38MiclRifQ4QQQshYZj/cDdOmJvj6BkIq0gkapKwrhbQgMSrTDsfdZgk65mkLUM6YJBT5pFRYuwMHa+STEqcauKwsBZxcBOb0DR3kAEWgMA0ZwnagC+bNTfCdDd9KC7VIuaYU0jx12HMOezwKIOCdnCF45dTnw4xtw+qiWRHNn+isO9oGn68LCXYvLFtaoL91UhxW5a92/+5hx5bccueI5km7YzJse9phO9QNweqBNF8N9fJ8yApH2IKVEEIIIYQQQggZBoXiyLi0s9aAR/510O8c3fE2M+55cR82fm0pJmVH5yKE2elBbbcVaSopCtOiV/I/XS2FwRo4qJSulkZtP2Odz8VQ9y5Dy1YGnxPImsNh4k0clJmjGwYpvYZDw4dsMCR1Di8Fpnw5cQp4SkQ8frauEv/1nyN+FcMA4Pb5BZiap4vTypJHxx6GPb8Q/EJq/aeBz78v4LK/89BOCO+1xks4ZM0FuvYHHs9ZFNlruHmY6pktfUOrk401n57sDjq29XQ3vD4BYlF836tsmKtQvoteoTqP4zmUrOVQMj46EBFCCCEJw3HcgL7XTvttczdb0PNcFbL+azbE+ou3Qh8Jwe6Bx+CASCOFODU6cwKASCWFzxT4mJRXSaK2n7FOcHlh3d0x0M7UxyCflAr1kjyINKN7XK9Zlgf70R4IZrffdk4mgnbVhFHddyh4qQi6q4phfKt2yI0/6mX5EKclRhvJRGY/2o3+DWf8trmbzOc/a1JkYc0rUkkgLdDA3RI4ICuvjCxc2WoJ3uJ3uLGxwnEyeKU9x4nIqvBFC2PBq0qyECpOciIO6iV5UC/Ji8ayCCGEEEIIIYQQP4mTviAkhp76rDbgTatOj4Bnt9dHPL9PYPj1+yew4Nef4oandmHFHz/DLX/fjUbD0MpD4bh5bvAqTTfNyY/KPsY6n5vh8+8LOPokQ98JwFQPnFnPsPkhAZbm6LS4DEaq5bDyLzxK1nKQqAFeAuQsAlY+ziOtMrGqM62dnovXHlyINVOzUZimxLyiVPzp5hn4zfXT4r20pHDy30LAqm0+J1CzPrLX2bT7eYgCXNfUTABK10X2OirJCB7iLU6PXsA3UQ3XhYnjuIRo4XLp5MygY6smZ8VwJYQQQggJh3lr4Jb0zOWDdWfk7UeZV0D/27Vo/80+9Dx1FJ1/2I+e56vgDRJkC5VybvDvG6phxsh5gsuLnr8fg/mjRnharfB02GD5rBXdTxyOWovLYERaGTIfngHlnCxwMhEg5qGYmoaMh2dAkp1Y3/fV83OQfv80yCfrIUqTQ1aig/72CqRcVRzvpSUF85YgnzUOL2y72wOOjZRuTREgHnpsJMlTQzUr+PHKSBTpgv//It04+IwZ7pgzAY5HAaBk9vzgY3OCjxFCCCGEEEIIIbFEleLIuHSgsT/o2KGm4GMj9bsPT+LZ7Q1+2/Y19OHO5/Zi83dWQCEVRTT/PYsKsb+hDx99oX3e6sos3Lu4KKK5x4vGjxgMVUO3u4xA1XMCFv8isufoYhRpHOZ8l8Oc747qbqJibpEec4sSp4VOMuk9MdxYZKG41EkcLn2Cx6l/M3QdZBBJgYKVHCru5CBRR3aS/MtLirGrLvDd519eUhTR3IHYuxg6DzDwYiB3EQepNr4n+VdXZmN/kL8TqyoyIRouNRcjj1xSho+ru9DzhfbG6WopHllRGqdVEUIIIWQkmFcYtsWoqzl4a9KR6n+7FvYDXRfsFHDVGGF4rgpZ35oDThTZ9xntJQVwN5vhqjH6bVfOzoRyzjgIrESBdXcHPO1Db5zzmdwwb26G/qbyUd2/WC+H/uZy4ObR3U80yMtSIC9Lifcyko7g9MLbFbwKuKvJHNH8spIUZD40A+atLXDVm8DLRVDOzIDmkgJwksjOqdw1eSV+vOOfQceizdvrgLPOCF4ignyyHrw8vqfMFZVpsAR57hKlbfDCG29D45GDcNr8/55p0jMw56pr47QqQgghhBBCCCHEH4XiyLiUopSgyxz4DnmtIrJWL2anB//a0xxwrM3owMYjbbhtfmTtSMQiHk/fNQe76gzYdKILjAGrp2RhcWl6RPOOJ63bggeS2ncCgoeBl8Q/+EKSm1QNuINcZ5BGoUtzSimHhT+L/uv08sos/PdVFXhs0xk4PQNtT6RiHl+7pAzXzoxeSxPGGI48wVD3NsO5zisiGcO0BzlMvCF+xWxvXzABbxxqxalO/wvSWrkY37tiUpxW5S8vRYE3H1mMJ7fWDvwdAHD55Cx8/dIyFOiV8V4eIYQQQoYj4sBJRWBuX8BhXhHZqRqf2Q37ocDt4L09DjhOGKCclhHRPjgJj/T7psJ1ph+OU33gRDwU09IhK9RGNO944qgK3gLSUWUARjkUR8Y+TsKDk/BgnsCtLHll5K2OpQUapN9dGfE8X3T9xEVosRjwbNUn8AheAIBCLMW3Zl+DFQVTo7YfJjD0v1kD+8GuwSrvnFSElGtLoYpjwFe9NA+OKgO8Boffdl4tSZgWx2l5Bbj9V3/C3jdfQ/3hA+BFIkycvxgLbrgFqpTUeC+PEEIIIYQQQggBQKE4Mk7dMDsff/usLuDYjbMjC3zUdlvh8AS+uAEAx9pMuC2iPZy3uDQ9qkG4LrMTHIBMbYCejHHWZnTgeJsJ6WopZk9Ijbh94dlzqgExAYMBHUIiUbiaQ82GwAHMwtWJHbp8cHkpbp07AZ+d6QZjwPLyDOhV0qjuo/Ythto3/R8fnws48lcGbSFD1pz4PEZqmRivPbQIz+9owHvH2uHyCFheno6HlpeiKIHaxxbolfjdjdPxuxvjvRJCCCGEhILjOChnZcC2tzPguGp2ZG0HPR1WQAh+E5Cn1QpEGIoDBn4P+SQ95JOiV1Xa3sPAiwC5PvG+K3t7HfB02iDSyiAtiMIdLr7gB51smDFCRooT8VBMzxgIfAUQ6WfNaPvm7HW4c/IK7Gw/CRHHY1neFGhl0b0ByLK1xb+qJgDm9qF/wxlIspSQ5kfhvR4GkUqCjIenw7q9DY7jBjCBQV6hh2ZFPsQpiXPOTp+bjzVfT4IWCIQQQgghhBBCxi0KxZFx6esry7CnvheHm/1bvVw2ORO3R1jFLe0ioZGLjcfDrjoDfvfhKRxrNQEAZuTr8OOrJmNhSfxbMjg9Pvz4zSpsPNI2eF2nNEOFx2+bhal5urDnzZ7HwXAs8IWijBmASJZ4F2GCcXsF7KozwOH2YW6RHhkaWbyXRM6acg8HQxVD/2n/7fkrgKIrEv81plNKoloZ7otq3wp+sbb2bQFZc8JvuePsZ+g/M1CRTz8ZIQdpdQoJvnN5Ob5zOVXoIIQQQkj0aVcXwd1kgafTv32mYmYGFNMjC6zx6uGPOXlV5NWhoq1jD0PVswJM9QM/p08DZnyVh74i/t+ZBZcX/a+fgeNE72AlKUmOCvrbKyDJDD+gIyvXw9MZuD2ivDx6QcNYYB4Bzjoj4BUgLdZBlICvsfFKt6YI7hYLvN3+rzXl3CzIE6QN53DSFFpcU7pgVOZmAoN1d3uQwYEWx/qbww/FddmNONXbCr1Cg2nphSH/f5FaCt2aYujWFIe9BkIIIYQQQgghZLyjUBwZl1QyMV57cBE+PN6BLae6IeI5rJmag1UVmeD5yE66F6apML9Yj30NfUPGeA64cXZ+RPNH27FWI+59cT/c3vN3oh9tNeHuF/bhzUcWRxQ8i4afv1uNtw63+W2r67Hh7hf24bPvXwKtPLyT7aXXcGj4kMH2hfOfvASYcl/82jaG6pPqTvz3W1UwWN0AAImIw92LivA/V0+OuJoeiZxEzeHSv/Jo+Yyhc9/A6yt/BYfs+aGHtMYia1t4Y8MRfAxHn2Sof49B8AxsUxcA83/EI62SHnNCCCGEJAaRSoLMr82E/WgPnDX94CQ8lNMzIJuYEvH3RGmeGpJs1ZDA3cCOOShnJVZ1qO7DDDt/IvhV6zZUAdu+K+Cyp3loCuL7Ha5/Qw0c1b1+2zwdNhieP47s780FJwnv+FGzNBf2I90QzG6/7ZyUT5j2iCNhP9wN47t1EOxny7GLeWiW50G3uiiu6yIDRGopsr4xE/YjPXDWGcFLRVBMz4C8LCXeS4s75vZBsHqCjnt7HUHHhuP2efDo7lfxTu1eeM9+sE1MycWfVtyHSfrRu+mMEEIIIYQQQgghQ1EojoxbUjGPa2fmjUoVpD/eNB13PLsXbcbzJ9B4Dvj5tVMTqvUeADy1tc4vEHeO2yvgb9vq8OQds+OwqgH9NjfeOBQ4GdNnc+PNg624d0l4d8xKtRxWPs6j+iWGlq0MPheQNQeYfBeP9KnJEZw502XB1145BI/vfLUtj4/h+R0NyNDI8PCK0jiuLvl53C54HA4oNFpwfPhBSV7CofByDoWXR3FxY4Q6N3j4TZ0b3pzVL7AhFeisLcD2Hwi48p98QrbiSmZvHmrFK3ub0WFyojxLjfuXlmDpxOi19SaEEELGMk7CQzU3C6q5WVGfW3/bJPQ8V+Uf+OA56G8qh0iTWNXLT77sH4g7x2sHzqxnmPOd+H1/8/Y74ThuCDjmM7lgr+qBanZ4z59IK0PmwzNg3twER9XZ9ojlqdBeVghpnjqSZceMq9mMvtdPD1bQAwB4BVi2tECkk0G9ICduaxsLBLcPzO0Dr5JEFJblJCKo5mVDNS87iqtLfpxUBF4tCRqME+vDa1P6m73r8WbNbr9tNcZ23Pfx4/j4xp9DLVWENS8ZigkMtgOdsO/vgs/ihiRXDc3yPMiK4nuDLyGEEEIIIYSQxEGhOEJGQWGaCpu/swIbj7ThWJsJaSopbpydn3CBOAA40DS0ot05+wNUu4uleoMtYGDvnNNd1ojmV6RzmPs9DnO/F9E0cfPy7ia/QNyFXtzZgAeXlURc+TAZuK0MbZ8zeGxA+nQO+kmR/c5OqxXb/vU8Tu38HF63C9qMTMxddwNmXbE2Sise39xWBkcPoMwANIt7YF0fuD1Y2XWhBxG9Toa6jYHfEx4b0PABw+QvJc57orbbgg0H29Bvc2NGQQqum5ULpTR5vpo9+k41XtrVOPhzm9GBz8704LfXT8NtEbYiJ4QQQkhkJNkqZH9vLuyHu+HpsEGklUI5Jwvi1PBCHqPJcDz4WM+xwN/tYsXTbfcPfH1xvCtw+9OREuvl0N8yCbhlUkTzxIt1Z3vQx8e6o23chOJ8Ng8c1QYwtwBZaQqkOZGd+/FZ3DC9Xw97lQHwMYjT5NCsLIBqLoXaokGwe+CzuCFKkcFWxEMR6DOIA9SLQr9Ty+iy4c3a3QHHep0WbKzbizsnXxLyvKPF3W6F/XA3BIcXsmIdlNMzwq5+GQ/9G87Afqh78Gef0QXnqV7ob6uAMsJW5IQQQgghhBBCxobkufJKSJJRSEW4bf4E3BbvhVyERi4ZbL05dCy+HxHZOjk4DmBBTrLn6BLvgk4s1XRbgo51mV0wOz1IUca/CkR/DUPTJwxuE5A2BZhwOQeJMjrBpKZNAg4+xuBzntvCkL0AWPQoD7E89H0IPh82/Pp/0FVfO7jN3NONLS88DbfDgQXX3RyVdY9HXgfDkScYmjYzCG6AlzD0Z7TDl9OM1M5Z4NjAiXdeAkx7gEPW3NCfP3v3QPgtGGNduKuPvud3NOBX758Y/Hx77UALntxai1cfWIgJacr4Lm4EarutfoG4cxgDfvPBSVw7Mw8KqSj2CyOEEELIIF4uDivUEWsSFeAyBh+LJ7FONvy4Nv7HW/Hk7Q4eCvT2OMAEBi4BbtRyNZthP9wN5vJBVqyDYkYG+Ch9V7XuaYfxvXrAe/7EhWJaOvS3TgInDj1cxDw+9DxzDN6e850HvL1O9G+oAfMyqBeOj6DhaBAcXvRvrIXjbNiQiTk0sBZIeRFKhWxwGHitchIeKdeUQlqgCXkfjaYuuH3eoOOn+4KUSo8D8+YmmDc3D/5sP9AFy9YWZDw4DSLt8J99icDVbPYLxA0SANN79VBMSQcniv/nDyGEEEIIIYSQ+EqeW78IIaPiumHax14/K/qtZUORl6LAivLAd3ZKRTxunpsf4xUlllxd8JYbWrkYaln8c88n/yVg84MCajYwNG1iOPR/DJ/cJ8DaHnnFB1MDw/7fXRiIG9C5Fzj2dHjz1x7Y4xeIu9D+dzbA43IGHCMXt+cXAho+GAjEAYDg4aBrnwEVS8OqF7yY/W0Oc3/AYe16HuU3h/f1RJ4CcMNc21IkSFfPmi6LXyDunDajAz9681h8FhWiT050Bh0zO73YU98bw9UQQgghJJlNuCx4aKHw8vgGGiTZKkgnBA7GcFIeylmZMV5RYhGlBA/OiHTShAjEGT+oR89TR2Hb3QH7oW70v1GD7r8chs/sinhuV7MZxo11foE4AHBUGWD+tDnI/xqe/UiPXyDuQuYtzWBBqsWTizP8oxqOIz3A2ceQ8zJU+vIhVyiQ9s0ZSLmuFKk3lyPnJwvCbjWbodQNhusCyVKlhDVvtLmazH6BuHO8BsfAazoJOKqDH3P6zG64W4PfSEoIIYQQQgghZPygUBwh49wDy4sxpzB1yPb5RXrcv7QkDivy94cbp6Mi2/8ihFzC4/9um4mcYUJh48EdC4K3J7x1XgHEovh+xPefYTj+/NAT9vYu4NCfg7fFHan69xhYkGkaP2bwOkK/WNBSHTyQ5LLZ0N3YEPKc0WZ1edFvC1zdMVEZaxk69gQek3UWQeSTo/QaHsVreMh04V84k2o55C0L8v95oPiq+F+UA4ANh1qDVsDcVdeLNmPgi2CJJNj6z/EJdLGOEEIIISNTeQ+HlLKh27MXACVr4//9TX9bBcTp/seenFSEtDsng1dK4rSqxKAapj2qan78K5o5a42wfj60MpfX4IDx3fqI57ft6QjaPta2twMsjO/ErrogZRMBCGY3vIbIWvZGg+D0QrB74r2MkLjqjXA3mgOO5dtTIJXLoF6YC9WcLPARdE3IU6dhcW5FwDEJL8L1ZYvCnjua7Ae7go45TvYmx/N7sYPSi40TQgghhBBCCBkX4l9GiBASV0qpGK8+sBDvV7Vj04mBk2KrK7Nx1bQcSMNo9RGItY2h8WMGVz+QOgmYsIqDWDGyixuZWjk++OYybD3djaOtJqSrpVg3PRepqvHdpgYA5hbp8dO1lfjtByfhveBk+8pJGfju6klxXNmAxo+Dn4DsOgg4ehgUGeFf5LJ3Bp/f5wRcJkAcYm5SKh/+P0jl8WvZW9ttwa/fP4ltZ3ogMGBKrhbfXV2OSyuy4ramkeqtHv5kdG81Q0ppdC54zv4WB2sbg7Hm/DZOBMz6JgddcfwvqgJAX5CW1ef029zIS0ns0O+lFZn448enA46pZWIsLE2L8YoIIYQQkqykag6XPsGjeTNDx14GXswhfwWHvKWIWus7T5cN9sPdEOxeSAu1UE7PACcZ2fGuWC9H1rfnwHmyF+4OG0RaKZQzMiIKzowVigo9tJdNGKiKdsFXfsX0dGguKYjfws6yHxom+FPdC8Hpjeh59PYHryQu2L1gLh84RWjzc7Lh27pebHw0udusMH3YMBDcY4C0QAPtlUWQlyZG9bPhuJqGqRrGAHeLBWJ9dI73f7P0btz38eOoM52vri3hxfjtsruRq9ZHZR+R8tmGCb0JA61mEz30q6jQBwy9AgCvlkCaH3r7W0IIIYQQQgghYw+dwSOEQCrmcf2sfFw/K/rtSOveEXDocQacq+j1HnDiZYZLHuOhzhvZBQ6e57BqchZWTU788E+s3b+0GGun5+D9Yx1weHxYXJqGWROGVv6LB3fgm7AHMMBtBRSBu+OOiLqAQ7Db8iUqQB7GueaKpZdg38YNAcfSCwqRUVgc+qRR0Gly4ta/70HvBRXiqtvN+Mo/DuDFL88P2mY4UUi1FxuPXlhNpuNw2dM8OvYCvccZpJqBIG4kAcxom16QgvUHWwOOaWRilGSoYryi0E3O0eKmOfnYEOD3+NZlExOifTMhhBBCkodIxqH4ag7FV0d/bvNnLTB/1Dj4s21fJyxbW5DxwDSIdMHbf16IE3FQTE2HYmp69BeY5LSXFUI5JwuO4wYwL4O8PBXSPHW8lwVgIJgWfJBBcPkiCsVJ0pVwNwQ+8OU10rACbMoZmbDt7Qw4Ji3UQpwSnxu1PAYHep45BubyDW5zt1hgeOE4Mh6cDlnhRQ764oxXDv88X2w8FFmqFGy87n+wpfkYjvc2QS/XYG3JPKQrEucxkuZr4AzSfpRXS4ZtjZwoZCUpkFemwXli6O+hu6IIXJRu9CWEEEIIIYQQktzo6JCQETI5PDBYXfFeRlKxtjH/QNxZjm5g/x8ib59JBmRp5bhvaTG+trIsYQJxAJBWGXxMqgXUeZHNX7qOAx/kxuXitRxE0tBDUBkTirDg+luHbJcqFLj8wa+HPF+0vLSr0S8Qd47AgMc3n4nDikKTu5iDJMhN2lItkBvlDjIczyF3EYdpD/CYdBufUIE4ALh+Vh5ydIEvZt2zuAhKaXIEyv5w43Q8uq4S5VlqaGRizClMxVN3zsZXlsW/9TYhhBAyFgl2z/DVfcgQ7jarXyDuHK/Bgf63a2O/oDFKnCqHZlk+tCsLEiYQBwxUMgtGlCKDSBNZBXrVopygZ1bVi3LA8aEfh8hKdFAtHNp6lleKkXJtacjzRYt1e6tfIG6Qj8GypTn2CwqRclp60OqQIp0UsihXuxPzIqwumoXvzLkO905ZlVCBOABQzcsCrwp8QkWzPB+cKDkuGaTdWQHdmmKI0xXgZCJIi3VIu3cKVPOy4700QgghhBBCCCEJIjmuuhISR6c7LfjV+yewo9YAxoDKHC2+d0XsWhYebzPh33ub0dxnQ3G6Cl9aWIiK7MQ6mRZM48dDA3HnGI4NhOZGWi0unpp77fj753XYXmOAVMzjqmk5uH9pMXSKxG4lEW+FqzmcepXB0TN0rPzm8EJrF1LncVj0cx77fy/AbTq7kQMKL+Mw7f7w5156212YMHU6jm/dBJvJiOySMsxYfRW06ZkRrTcSe+oD38ENAIeajXB5fZCJ49dG52JEMg4Lfsxj16MChAuyfbwUmP9jHiJZ4n8ORJNaJsYrDyzEj944hr0NfYPb7llciO9cXh7n1Y0cz3O4d0kx7l0SnwqKhBBCyHjhbrHA+EED3A0DX3olBRroriiCvCw2LQtdzWbY9nbCZ3JBkqmEalEOJBnKmOw7UrYDgStuAYDzVB98VjdE6siCUbHg6bbDsq0VrgYTOAkP5cwMqJfkgZcm7jFAIlAtyIZ1VzuEAGFSzYr8sEJrF5LmqqG/dRL636oDc56tSscDqnnZEbWPTb2uDPLJetgPdg22/FUvyIZIG7/qXa56U1hjiYJXSpB600T0vXZm4O6yszipCPpbJ0X8Wkg2IrUUGQ9MQ/8bNXC3DLSW5RRiaJbnQbM8+l0kRgsn4qFZkQ/NiuRZMyGEEEIIIYSQ2OIYC9x6LplxHNeal5eX19oauDUZISPVZnTg6r9sh9HufwKV54CXvjwfy0e5ZeH6Ay344RvHLjxfBzHP4bFbZ+KaGbmjuu9oOPiYgPp3g3/GXPokj7TKxD7xWNttxc1P70L/F14DFdkabHhkcdgtAhljcPUDYiUglif2YxAJaxvDwccEdB8a+FmqHQjEVdzJgeOi83v73Ayd+wCPjSF9Ggd17th7PL/03F7sqDUEHJOJeZz8xZXgIzyJL/gYuvYBzn6G1HIOKWXRfxztXQz17zNY2wYqBZZczUGZNfaer1C09NnRZ3OjLFMNFbUcJWNMfn4+2tra2hhjdJWKjDt0TEqixdNtR/cTR8DcX6jQJOJi0rLQsrMNpnfr/TeKOaR9qRKKCv2o7jsawQ08MwAAIABJREFUel85CcexwN+jASDrO3MgyUzsgJ+7zTqkbSUASCdokPHA9KDVry6GCQyCzQNeLgInGbvhOk+nDf1v18LdONDmlFdLoLmkAJqlEZYuv4Dg9sF1ph+C2wdZSQrESdB6MlRdTxyGp9UacIxXSZD704UR78Pt82B76wkYXTbMzCxGacrQinmR8vY6YNvfCW//2ZDvvGyItIkfjB1NXoMDgtMLSZZyTH8WkPGJjkkJIYQQQgghdPWVkGG8tLNhSCAOGLip9K9bakY1FGdyePCzjdV+gTgA8AoMP3mrCpdNzkz4FnupkwC8G3hMJAe0E2K6nLA8tun0kEAcAJzqtODfe5rw0IrQ25fUvy/g1CsMtnaAlwD5KzjM+CoHeerYCwep8zis+F8R7D0MbjOgKUDEFeK+SCTlkLcUAMbe43fONTNyg4bi1k7PjTgQZ6hi2PMLAY7BXTBkzwcW/oyHRBW9x1WZxWHqfcn1PO1v7MNbh9tgdngwv1iPG2bnhx2GDaRAr0SBPn4XYree7sbLu5vQ1GtDcboa9ywuxLKJoxv4JoQQQsjIWT5vHRqIAwZaFm5tgezeKaO2b5/ZBdP7DUMHvAz9b9RA/qN5Cd9iT5qvCRqK45ViiPWBW9onEtOHDQHbVrqbLbAf7oZqfuhtAi0722D9vA0+kwuchIdiRgZSri4Br0jscwzhkGSrkPnwDHj7nRCcPkgyFODE0X3d8lIRFFPTozpnolHOyIApSChOOTPy44edbSfxg89fRK/TMrhtdeEs/GH5vZCLoxdaE6cpoLsyuSpdO2v7YT/SA+YRIC9NgWJmRlSrRIrTFVGbKxw1e3fh6OYPYek1IC2/ALPXXIP8yVPjuiZCCCGEEEIIIWPH2DvbRUgU7anvCzq2v7EfPoFBNEotFjad6ILDE+DiBwCL04stp7qxdnpiV4ubsIrDyZcZ7F1Dx0qv5SBRJ3Y4hjGGTScCLP6sj6s7Qw7F1b4l4PBfzicdBQ/QvJnBWMNw2TN81ANjoWKMofFDhvr3BtqeaouB8pt4ZM+PbF3KDA5KytmE7YbZefiouhNbTnX7bZ+gV+IHV06KaG63mWHHjwV4bP7bO/cBB/+XYeHPEvt9Opp+9d4JPLfj/IXg94514Nnt9fjPg4uQlxLfCwfR8PS2Ovzuw1ODP9f12LD5ZBf+37pKfJlaohJCCCEJwdUQv5aF9mMGDLlL6yzB4oarzgR5eeqoriFSqrlZsHzeCsE69EYn9dK8qIejok1weeGqMwYdd1QbQg7FmT9thnlT0+DPzCPAfqALnk4bMr86M+5tJJnAYNvbAduBLggWNyR5amiW5UNWootoXnFq4gcgE5l6YS4cJ/oG2zifI85SQrsqsjseO239+PqWp+Hwuv22f9J0GPp9ajy6+I6I5k9WjA0EkO0Hzp+XchztgWVHKzIenJ4UrZ8vZvur/8C+t9cP/tzX1oLafXtwxSP/hSkrVsVxZYQQQgghhBBCxorEPvtHyDCsbQwH/iTgvVt8+OBOH479XYDLFN12wMNVA1JKRaMWiAMAm8s77Lg9wJ3iiUYs57Dif3mkTz+/TSQHym/lMP2BxA/aMBb0GhAAwBfiy03wMpx4OfB/MjcBLVvi38760P8xHPgjQ99JwGEAuvYD238koP49Id5LG9fEIh7P3DUHj982E6srs7C8PAM/uWoy3v3GUmRpI7u40/gJGxKIO6d1G4PDEP/XZTzsruv1C8Sd09LnwKPvVMdhRdHVY3HhsU/OBBz7/UenYHIMvXBMCCGEEH+eLhv6XjuNjt/sReefDsD0SSME5/DHcaEarhoQJx/dNneBqpP5jQeqYJdgeKUEGQ9Mg7RAM7iNk4mgWTUBmpUFcVzZCLGz/4INh3pM6vLB8nngts6eViucJ4PfGBgrfa+dhnFjHTxtVvjMbjhP9qHn2WOwH+uJ99LGNU7CI+P+qUi9qRzyCj1k5alIuaYUmV+dCV4piWju9Wd2DgnEnfN27R5Y3Y6I5k9Wzupev0DcOd5uB0wfBKjimWSMXZ3Yt3HDkO2MCfjsn8/B43bFYVWEEEIIIYQQQsYaqhRHkpK5mWHrNwS4zee3nf4PQ/tOhkuf5CHVRCdwde3MXOyu7w04ds2M0a3StrAkLegYxwELSvSjuv9oUedxWPm4CNZ2BpdxoGVqoleIO4fnOayclIHNJ7sDjl9WkRnSfOYmwNUffLz7CFB0ZUhTRpWpgaH+nQBXVRhw7BmGwssZRLLkeO7GIrGIx7Uz83DtzLyozmttCT7GBMDWASjGdieggN48FPhiIQBsOdUNo92NFGXy3pn/6ckuuH2Bw65Oj4Ctp7px3azovtYIIYSQscTdZkXP34/5BcMsW1rgPNWHjIdnRK21nXJmJkwdgcMP0WhZOBxZqQ7YFGRQxEFaqB3V/UeLJEuFzK/NhKfHDsHhhSRLBV42uoHCaOHlYkiLtHA3mgOOKyaHdl7A02YdNuzoqjdCMSX4uYjR5mo0wXE0QPiNAab366GYmh73SnbjGSfmoZqbBdXcrKjO22gOXqHf6fOg3daHcun4OzaxHQp8LgoYqOSZesPEhK92OZyafbuCJnudVgtajh9Dyex5MV4VIYQQQgghhJCxJnmPnMm4Vv0i8wvEnWNpAWrfjl5Vo5vm5GNVgOBTSboK310dWcvCi5mUrcHV03MCjt0wKx+FaapR3X+0qXM5pFUmfsvUL/r25eUBKwYWp6tw16LCkOaSKIcfF8e5G2P7zuDvHY8F6Dkaw8WQmFENl+/lAWV0r3ckDeMwldJ8AoMlylVgYs0zXBlMAJ4ggTlCCCGEDDB91BCwUpqn3Rawsk+41ItzIS0e2jZSkqOCdmVkLQsvRlakg2xiSuB1LcyBSJNcNwhIMpSQTdAmTSDuHN2VRUCA4IskWwXlnNC+rHMX+d0vNj7aHNWBb0oEAJ/JDXerJYarIbFSoA5+F5ZUJEaWMvDn0FgnDFe92yuAeZP7mE3wDn9M7fMl9zE3IYQQQgghhJDEQKE4kpSGC++074heKE4s4vHM3XPx19tn4cop2Vg5KQP/b10l3vnGUmRoZFHbTzB/vmUmHl5RCp1ioBWFXiXFNy4tw+9vnDbq+yYDpuTq8MYji7FuRi50CgkyNTLcu7gI6x9eFHKVKFUOB/3k4OMTVsU3MMgucj411NY8JDkUXcFBFKQDa+4iQJmZXEHWaJlbmBp0LFcnR25KnFOsEVoxMQNckKdWzHNYXj46lWfMTQynXhVw6lUB5ib6UCGEEJKcBLcPrlpj0HHHieDBnlANtiy8uRzyyjTIK/RIub4MGY/MAK8Y/eL/aXdVQr0kdzAsxWsk0F5RBN3VJaO+bzJAVqRD5sPTIZ+SBk4uhkgnhXp5PjIenBZyRUJpnhrijODfY5UzQ6uGHnUX+3pIXx/HpJvKl0LCB/48u7p4HnSy5LopNFpkhUMD0eeIs5Tg5cndAKZ41tygY2KZDAWVo3Pu091uhXlrCyzbWuHtHZ+teQkhhBBCCCFkPEnuo2dCAoh2cEfEc1g3IxfrRrldaiBSMY8franAd1eXw+TwQKeQQCKKXZa1ttuCT092g+c4rJ6SlXTV6aJlUrYGf719VlTmmvMdHtu+KwypdDjxRg7pU+MbPspdzKH6xcBvIIkKyJge4wUlKa+TwdkHyPWAWJ74gTJZCoclv+Kx5xf+r8u0qcDc74/f7Pwtcwvw/I4GdFtcQ8YeWVkGUZK3bZqQpsSXFhTi5T1NQ8a+vKQIWdogSckwMcZw+HGGuo3nP2OqnmEouYbD7G9x4IIl9AghhBAy0LJwThZUIVYFiwZeKkLKulLo1hRDcHrBKyUxbV/pbrfCeaYfnJiHYmoaxCnR/Y6SLKT5GqTfVRmVuVJvnAjDi9VD2qhqVk2AJPMi5c1HmXyyHtYdbQHHeI0U0nxNjFeUnASXD4LNA5FGCk6S+Md0+Zo0/PmS+/Gj7f+A1eMc3L44dzJ+svCWOK4svlSLcmDb1wHBPrRimnZlQRxWFF2ZRSWoWLICp3ZuGzK24NqbIVepo7o/JjD0rz8D++HzbWlNHzVAvTwfKWuKo7ovQgghhBBCCCGJg2NjsPQPx3GteXl5ea2trfFeChklux/1oXXoORMAwJR7OVTek/gn/RIZYwz//VYVXt3XMriN44CvLC3GT66Ozon4aGjutWPzyYHWRJdNzsKEtPiewB8ph4Gh7h2GvpMMUi2Hois4ZM9PjEDI/t8LaPxo6N+FWd/kUHb96L+v3F4BNpcXOoUEfJKFjnxuhqpnGBo+YPA6AJEcKF7DYfpDHESyxP9dfC6Gtp0Mrj4gdRKH9GmJv+bRVt9jxc82VmNnnQGMAVlaGb62sgx3LyqK99KigjGGl3Y14uXdTWjus6MoXYV7FhfhroWhtYYeiYb3BRz4U+DvnHO+x6Hkavq7PRbl5+ejra2tjTGWH++1EBJrdEw69vU8VxW0WpxuXQk0S/JivKKxhfkY+l4/DcfRnvMbeUC7qhDaVaPbNjYUnm47nKf7wfGAfEo6xCmjX1E+Grz9Ttj2dMDdboVILYVqXhZkJYnRotLw8gk4v9hGlQNSb5kE1azRr2Tn9XjgcTogV2uS7sYNweWD6f162A93g3kEcHIRVPNzoLuiEFwMb7AMl83jxKfNR2F02jArswTTMorivaS4c7dbYXynDu7GgTvYRCkyaC8rhGpu7EPSo0Hw+XDgvbdw7NOPYDH0IC1/AuZcfR2mrFgV9X1ZPm+F6YOGgGP6OyugnDY61dJJfNExKSGEEEIIIYRCcSQpmRsZtnxDgMfqv12dD6x6kodUm1wnLhPNP3c34mcbqwOOPX7bTFw7M/4XeH753gm8sLNhsDIgxwH3LSnGT9cmTmgvGTFhoJJT/XsMDgOgKwYm3sQjb+novqfsbi/+8NFpvHGwFRaXF9laOb68pAgPLi9JmgsRu38uoPWzoX9Tc5cCS34ZWlsjkli6zU6YnV4UpSkhDvNikuBlMFQBgmegCp9EmRyv62jZ/IgP/acCj6VOAi57mt4jYxFdgCDjGR2Tjn3uVgt6njkG5hb8tkuyVQOtTWX0ty0S5i3NMH8ytKItAKTdOwWKCn2MV+SPCQzGt2ph2995fiMPaFZOgO7y6N9gMJ4wH4N1ZxtsB7ogWN2Q5KmhWZYPeXnqqO7XabNi+79fwokdW+F1uaDNyMK8dTdg5hVXj+p+o6nn+Sq4aoaGdZVzsqC/uTwOKyLR4jW5wNw+iNMUYVfrZF4BrgYTwABpkTbk9svJrvOP++HtdQYck5WlIOMro9OulcQXHZMSQgghhBBCqH0qSUraIg6rnuJx6hWGjr0MIimQv5xDxR0cBeKi4N97moOP7W2Oeyhuw8FWPL/D/+5OxoDndzRgco4WN82h8xzh4ngOZddzKLs+tvt94J8HsLP2fDWATrMTv/3wFPrsbvx4zeTYLiYM5iYWMBAHAO07AFM9g66EPpuSVaZWjkxt+P+/9XOGw38R4Dz7EhcrgIo7OUy+M/GrNUSLvSu8MUIIISRRSfM1yPzqTJi3tsBVZwQnFUE5PQOaFfkUiIsC296OYcfiHYqz7mr3D8QBgABYPm2GNFcNxZS0+CxsDOBEHDTL86FZHrvjekHw4Y3f/AydtWcGt5l7uvDpC3+Dy2HHgutujtlawuVqMgcMxAGA/VAXtJdNgDh1fLYfHgvEusiqUNoOdcH0fj0E20ArVk4uhm51IdSLc6OxvKTgNbmCjvmMwccIIYQQQgghhCQ3CsWRpKUp4DDvhxQyGQ3tRkfQsbb+4GOx8q89gSsGAMDLe5rGZShub30vXjvQgh6LC1NydfjSwgnIT02OdrJ76nv9AnEXenFnIx5eXopUlXTU9m9yeGB2eJCjk4ddBcxQNXzV1Z5jFIobr/rPMOz5hQDmO7/N6wCOP8cg1wsoXhNZMI4xBmPtQAW6lDJAJE3M15muCOjuDzymLY7pUgghhJCokWSrkHZ7RbyXMeYwgcFncgcdT4Twgm1P8NCedW/HuAzFOWv6YTvYBcHmgbRAA/XCHIi0ydFOtv7gfr9A3IX2b9yA2WvWQSIbvUCZYPdAcPogSpGFXQXsXHvNgBjgbjJTKG6cctYZ0b/+DHDBaQvm9ML4Th1EWikUU9Mjmp8JDJ52K8AASa4anCgxj0klmUp42m0Bx8RZyXH+jBBCCCGEEEJI6CgUR0iMOfsYLK2AMhNQZSfmiaLSTDWOtAS+w7gsUx3j1QzVOkwwr63fHsOVJIa/fFqDxzadP4G/vcaAl3c34qX75mNeUXwrKIzE7rrAgTgAcHsFHGzqx2WVWVHfb5fZiUffqcamE13wCgxZWhkeXF6K+5eGntCRqIYfl8b/bUPipOYN5heIu9CZ1xmK14Q/d9cBhkOPC7Ce7cwnSwGm3Muh9NrEq0A38WYe3YeFgGPlNybeegkhhJCxzGtywdfrhChNHnH1odHA8RzEGQp4ewIf94kz4x9e8PYHbsEHAL6+4GNjlfG9elh3tA3+7KoxwranA+n3T4M0L/EPhlqqjwUdc9lt6KqvRf7kqVHfr7fPCeM7dXCe7gMYIEqRQXNpAdTzc0Kei5MPX6GSk9Mp4PHKuqPNLxB3Icv2tohCcY5qA4zv1g+GlXmtFLori6CaHf1zOJFSL8tH/2unhw5wgGbJ+KmYRwghhBBCCCHjDZ0RISRGvA6Gg48xtGw9G5DggOx5wLwf8pDrEyscd9/SYnzz1cNBx+KtJEMFgzVwdYCSjMQ/4R5Ntd1Wv0DcOTa3Dz984xi2fPeS2C8qRErp8CfvlaPQfsrp8eH2Z/ag3nD+LuEuswu/fO8EvD4BD60oDWm+nEUcJGoGj3XomFgJ5C5JrPd4IjLVM9S8yWCqZ1CkA8VX88hZEPnjxhhDdbsZLq8PU/N0kIlj287MVB+8iqC5EWA+Ftad9KYGhh3/LUDwnN/mMgKH/o9BqhFQcGliBc1yF3GY9U0OVc8xeM9ml8VKYOp9HL0/CCGEkBgR7B70vVED54negYAEB8gr06C/cSJ4pSTey/OjXpIH49u1Qwc4JES7P0mGEp7OIBWHEiC0F0uuZrNfIO4cwe5F/9u1yPrazDisKjQS+fAV1CRyRdT3KTi86Pn7MfguaOnoM7pgfHPgdR9qME45LR3Gd+sB79AbUXi1BPKJKZEteBw4bmjCv09uQ72pA7mqNNxasQwLcyZFPK/ABFQbmuFjAqakF0LCx/aYNNhn1cXGLsbVZEbvv08BwvljXsHsRv/6MxCpJJBPSqybNFWzMuEzumDZ0gzmGXifcAoxUq4uhqyE3h+EEEIIIYQQMlZRKI6QGNn7GwHtOy7YwIDOfcD2Hwm47O88OC5xQgHXzMhFW78Df/m0Bg7PQIkjjUyMH6ypwIryjDivDrhvSRH2NfQFGYt/aC+W3jnaHnSsvseGqlYTpuXrYrii0K2dkYvff3TqwvOog7K1ciwojn7roXeOtvsF4i709LY63LO4CHLJyE9Ui+Uc5v2Qx55f+IeUODEw7wc8xIrw398+rxe1+/eg/cxJyNVqVC5bCV1mdtjzJaKO3Qy7/p//Y9e2XcDkuzhMvS/8cNfOWgN++vbxwedar5Lim5eW4d4Yfk4o0gFjgOu5ACDXI+zWMjVvML/H60Kn/sNQcGlY046qsut5FF3J0H0YAAMyZyOi9wYhhBBCQtP7r5Nw1ZvOb2CAs7oXvQ4vMh6cHr+FBaBemAOfyQXL9lbAO3CgwCnESFlXAlmhNs6rA9RLctH/Rs3QgQQJ7cWS40hP0DFPiwXeXgfEadEPlUVTxeLl2PvW6wHH9HkFyCoO7aapkbAd6PILxF3IsqUFqrnZIbVS5ZUSpN5Qhv4NZ4ALc3FiHvqby8GJwj+uYl4BjioD3K0W8GoplLMzE7LKZCTer9+PH3z+Enxs4ME72tOIDxsP4vtzb8D90y4Pe94tzUfx673r0WYdqJCfodDiW3OuxY0TF0dl3SMh0srg6w/8WhNppWHPa93eioAnchhg2daacKE4ANCuLIB6YQ5c9UZAxENeqgMXwrkfQgghhBBCCCHJh0JxhMSApZn5B+IuYKwBug4MVI1LJI9cUoo7FkzA7joDeI7DkrJ0qGSJ8ZFx5dQc/PdVFfjzpvOhPYVEhG9fPhFXTh1bYaGLsbm8w45bLzKeCPJSFPjhlRX47Yen/LZLxTx+e+M0iEK4EDBSBxoDhyoBoN/uQW23FVPzQgsT5i3lsPoFHvXvMVhbGdS5HErWctBMCH/9NmM/1v/yJ+htbR7ctnv9q1h57wOYdeW6sOdNJMzHcPDPQsCA18l/MRRezqApCP0xrO224L6X9sN1QaWEPpsbj757AlqFBDfMzo9k2SNWspZHx57AbUOLrw7/tdF/OngFOmNN+BXoRptYwSE3dtd/CCGEEHKWu8XiH4i7gKveBHeLBdICTYxXNTzdFUVQL82Dq94ITsRDPjElYcILqnnZ8BpdsGxrOR/ak4mgu6oY8rLxVXFIcPkiGk8E6ROKsOD6W4YE4yRyBS5/4Gujsk9XY+D3IzBQMc7X7ww5TKianQVpnhq2fZ3w9rsgyVBAtSAHYv3wlfCG4+13oue5Kvh6z7cFNm9qQuqNE6Gak3gtMsPh9Lrxi93/GQzEXejPB9/G2tJ5yFKG/r6u6mnEN7c8A+8F8/Y4zPjJjpeRKlPj0gmxCSOr5mfD3WQOOhYud1uAUvkjGIs3XiGGYkr4LWMJIYQQQgghhCSXxEi4EDLG9dcGDy8AgLGGIXtedMILdT1WbDjYil6rCzMKUnDdzLyww2w6hQRXTg2tZUesPLi8FLfOm4DtNQN3pS+bmAGdIrFa/sTCwpI0PL+jIeCYSipK+Cpx5zy0ohSzC1Px6t5mdJicmJStwV2LClE6Su1wNfLhXysaeXjvGU0+hxkPRy+ItPm5p/wCcQDAmIAtLz2D/MppyJhQFLV9xYuhGnAEKy7BgJbPGCrvCv0xfWFno18g7kJPb6uLWSgudwmHSbdzOP2q/9+BnEXA5C+F/1qRpQYfk+rCr0BHCCGEkLHJ3Wa5yLg1aqE4d4cN9sNdEOxeyIq0UM7ICDvMJlJJoJwW/2rlgeguL4R6cS5ctf0Az0NengI+QW4kiyVZiQ72g10Bx3i1BJIkaSe79La7UVA5Hcc/2wSbsR9ZJWWYufqqUavSzQ93zMkBXJjHpJIsFVLWRa+yXf/6M36BOACAwND/Rg1kxbqIAneJYlf7SZjc9oBjXiZgU+MRfKnykpDnfbF6s18g7kLPH/8kZqE45exMuFsssO3p8NuumJEB9ZK8sOfl1dLgFejU4+/8HCGEEEIIIYSQxDT+ztYREgfyVA5A8GDccOGGUPxjVyMefbca7OyuXj/Qiie21OKVBxaiOF0VnZ0kEJ1CgrXTx1drmi+6tCITM/J1ONo69C7zrywrgTqJLsrMK9JjXlFs2mtcPysvaJhwTmEqCtPi/36xm02oO7g38CBjqP5sEy65+4Go7rPd6EC/3Y3SDHVI7WMj4Qt8Dv38uHP48WCq24JXXjjTZYXbK0AqDr+FUCimP8ij+EqGlm0DLU+z53FInxZZaK14DYeu/YH/rhRfSYE4QgghhPgTqYdvkRetAIN5azPMHzcN/mw/0AXL1hakPzh9zLVbBM6G9mZkxnsZcaWcngHLtlZ4u4eGijSXFICL0XfuaCicPhOF02fGZF/KWZlBw4Ty8lSIVPEPFXl7HUErTEJgsB/qgvaywqju09TdBZfdBn1eAcSS2DwGTm+AsuUXcPncYc1bbWgOayzaOI5D6nVlUC/MgeO4AYwBigp9xEFo1dwsGFsCB66Vc8dGFUFCCCGEEEIIIckvedIShMRIU68N7x3rgMPtw+KyNCwujbykfsYMQJUL2NqHjolVQP6KyAMM9T1Wv0DcOR0mJ374xjG8/tCiiPdBEo+I5/DP+xfgN++fxMajbXB6BGRr5fjKsmJ8ZVlJvJeXsKbm6fCNS8vw1y21ftvTVFL85vppcVqVP4fZBCYEvqscAKz9/VHbV1OvDT9+swq76noBAFq5GPctLcZ/rZoIjhvdgFXaFECsALyOwONZYVbRTFcHv+iqlYshiXElNc0ELqyKd8EUrOTRfURA/Tv+H/oZM4DKeykURwghhCQzT7cdjioDmE+AfJIeskJtxHPKK/Tg1RII1qHhD14tgbwi8ptT3C0Wv0DcOd5eJ4xv1yL9nikR74MkHk7CI+PBaTC9Vw/7cQPgZRDp5dCsyId6QWJWnk8E8rIUqBblwLbbv3qXSCdFyjXRq/QWCV+Azwu/cUt4YbFADC1N2PTsk2g/fQIAoNBoMe/amzBv3Q1R20cw83PKIeFF8AiBW/0uyasMa940hRZNlsBl0dMUkX+uh0qSrYIkO3o3AKrmZcPVYILjiP/vKJ+UCs2y2FRmJ4QQQgghhBBCLoZCcYRc4K+f1uCxzWcGg2VPbK3FkrI0PHf3PCik4VdN4ngOC3/GY/sPBLjN57eLZMDC/+EhUUYeYHjzUNuQQNw5+xr60Nxrx4S05GhbEguMMXTsApo2CXBbgYxpHErWcZDrky9MolNI8PubpuPn106B2elBmkoGEZ98v0esfXf1JCwvz8CGA63otbkxa0IKbptXgLRhwlSxpM3MgkylgstmCzieWRSd0KPN5cUdz+5Fm/F8Ks3s9OL/NtcAAL51WXlU9hOMRMmh4g4Ox58f+gGWNRfInBnea/nmuQX49FR30LHRDvvFwpxv8yhew9Cy9XwFuuwFA39zCCGEEJKcjB/Uw/p52+DPli0tkFemIe2OiogqbnFiHml3VMDwjxNgrvPBD04mQtodk6NSzcsWpOoVADhP9cFndV+0Yt14wgQGx3ED7Ed7wNw+yEpToJ6fDV4Z/wphoRKppdDfVoEUtw/M5QOvktB30hFIvbYMiilpsB/qhuD0QVakhWpuVsK8BiQZCkDT9QKaAAAgAElEQVTMA97AN2tJctVR2Y/dbML6X/4EdpNxcJvDYsbn/3oBIpEIs6+6Nir7CSZdocWXJq/Ei9Wbh4xdUTQbFfrwAl43li/Goe66wGMTF4c1ZyLheA5pt1XAtTAHjuO9gMAgn6yHrCxlTBxvE0IIIYQQQggZGygUR8hZu2oN+N9NZ4Zs31nbiz99cho/XRvenaHn6CdxuOoVHk2fMJibAVUWULg6eiGsXtvwPQh7bS4KxV3gwB8ZGj88H8LpPshQu5Hhkj/z0BaG95xYnB68dbgNpzotyNLIcdPcfOSlKKK15IuSS0Qxa3k5VsSyZWuoJFIZZl2xFnvefG3ImFyjxdSVl0dlP28dbvMLxF3ohR0NeGh5aUSh4JGY/CUeMp2A068zWFsBqXagPeiUL4f/+Xjl1Gzcu7gIL+1q9Ns+rygV37l8dIN+saSv4KCvoAsOhBBCyFjgOG7wC8Sd4zzRC8tnLRG3KZSVpCDnh/NgO9QNb68D4jQFVLMzoxbAEWzDVJVigODwUijuLCYw9L16Co4qw+A2V40Rtt0dyHh4OsSp8rDmNbps2Fi7B/WmLuSq9bi+bBEylbpoLfuieKkIGOVjh7FGXpYKeVlqvJcREK+UQDUva0g1OwDgtVIoZ0WndXDVlk/8AnEX2v/OG5h5xVrwotF9Xf1g3g3IVqXgHye2oN3ahzS5BrdWLMMjM64Ke84byhZhf2cN3q7d47d9WV4lvjItOsfziUBWpIOsKHafM4QQQgghhBBCSCgoFEfiymNjEMkAXhz/C/qv7m8JOvb6gRb8eE0FxKLI7p6XqDiUXT86v+vMghS8ui/w76CSijAxSzMq+w3mZIcZH1Z1wO1jWFGegUWlaTHd/3A69/kH4s5x9QOH/ypgxZ9CP9l6ssOMu57fC4P1fPuQJ7bW4H9vmYlrZuRGtN5Etq+hD+sPtKDP5sb0/BTcvqAAmZrwLuCQoRbffCe8Hg+OfPw+vO6B4GvGhCJc8dVvQ6mNzknnw82BLz4AAxXj6g1WTMkd/RPcJet4lKwDfC4GXoqo3Fn+6DVTcNOcfLx7rB0uj4Dl5em4pDwTPFWtGFN8bobOfYDbxKCv5KArpueXEELIyDDGwFw+cBIRuBi3Vg/Euq8z6JhtX2fEoThgIOSiWZoX8TyBSAs0fiEvv/2qJGEHvcJVZWjC5qYjYGBYWTAdszKjU2k5GhxVhoCPlc/kgumDBqTdOTnkOY901+PBTU/A7D5/w8tTRz7A4ysfwCUF0yJabyJz1vTDfrgbgsMLaaEWqnnZEKkSo9LaWJCytgRggO1AJ+AdOI8iyVdDf8ukgRBkFHTUnA46Zu3vg6XXAF1mVlT2FQzHcbhnyircM2UVnF43ZCJJxMekHMfhd8vuwa2TluGTxsPwMR8uKZiGRTkVVEltjGEeHxyn+sCcPkiLdZD8f/buO77N8t7//+vWtizvmdhJ7Oy9QxZJIIS9aaEFympLKbSnBzo49Jye091Tvj2n3/76hbZAKZ2UsikkrBYICSF7byeOk3jvIcma9/X7w1nGkm1JtiQ7n+fj0UexLnzpQpIl3ff9vj6f3PhtkBVCCCGEEEII0TsJxYmEqHhL5+BfFR0nwGiDMas0ZnxJw5KWuJNCdW2esGMdngBuf5D0GENxg+m6WUX88p9HQlZ8umNxCQ5r/P7cv//6Pp75qOLMz79Ze5SLJ+XxmzvmYTUlftf4iffC9JkF6reDp0Vhy4rstfjQ33Z2C8QB+IOKb76wiyXjcshNkpacA+nn7xzil+8dOfPzPw/W88yGY/z5CwuZXiS7hAeCZjCw4nOfZ+ENt1BfUY7N4RiwtqmnZfdxwSjTHt9qHkbrwH4OTC/KkNfjMFa3VbHpxzreM9lOxcilsPA/DJhS5EKTEEKI8Jwbq+n4sIpgswfNaiR1XgHpl5dgsCbueEVvD1/9O9jhCzuWLFLnF9DxYSW6s2fFOMeyogFp0dofutL5j/V/5pUjH5+57cndb3NlyTz+Z8XnMRoSf1zv3tUQdqxzfxPK3xXW7K+grvP1tU93C8QBeIN+vrn2d3zwmf/GYR5+m5da/34U54bqMz97DjTj/KiKvC/NxJwnlfIHgmY0kHXDeNJXjcZf58boMGMuSB3Q+0hJSw9//wYDVvvA3l9fbKaBPQaekz82qUK5YmB17m2k+aUyVGeg6wYNUmblkf3piXH73BNCCCGEEEIIEZ4cmYm4O/KqzpZHuwJxAEEPlL+hWPsNHT0QPqw02CYVhq+kVpSZQlocQ2XRSLEYee5Li1hyTkU2h9XE/ReN41uXT4rbOlbvrukWiDvt/UMN/Or9o3FbR28C7l5eZ6rrNRmJ3ZWtHKztCDnmC+i8trM65NhQtr+6vVsg7rRWt59vv7wnASsCn1MR6Ezce8hgsjkcjJ4+c8ADcQCfmlccdmzx2Jy4tgAWIhKdjYqP/vPcQFyX6o9g5+PD871ACCHEwGh//wStrx4l2Nz1xV95gzg3VNP4+70olbjPEFNh+ODHQIdQBoPBbibv3hlYxpwNuGg2E+mXjiFtRfjvnAPthcMfdQvEnfZmxTb+fOD9uK2jN8obCD8YVCi/HtF8G2sOUe1sDjnm9Ht4t2JHRPMNBd7y1m6BuNP0Dj+tryXm3IPu9qP7ggm578FmdFiwjcsclPeiaStWhh0bN28hNodjwO9TiIHgb3DT9NeDZwNxAAo6dzbQ9k5FwtYlhBBCCCGEEOKs5E75iGFH9yv2/zH0RYbWMqj6UDFqZWIqu9y1ZAx/23oSX6DnyecvLisdEq0NRmXbefbeRVS2uGl2+RiX5yA1zmG+57acCDv2ty0neejSiXFcTWh5szWq1oV+HaaOAHuEXTkaneErOgA09TE+FL26syrs2J6qNo42OBmXF58T13XbFHuf1mk+ABigcAHMvM8gLRT7aXJhOt++cjL//ebBbrePzLDx008N3zZLYug7tlqFDTEff0cx8z6V0Aq0QgghkpPuDdLxQWXIMd+xdrxlrdgmZsV5VV3SlhbRubsR9J7HKo5lg9PydKCZC1LJv38WgaZO9M4A5gJ7RBXPBsKLhz/qdeyuaZfEcTWhWcdm4j3aFnLMPCIVgz2y9p/NntCbtPo7PhS5d4Svtuc92kqww4cxLT5VrzsPNNH+7nH81S4wgG1yDplXl2LKkQ1G/VE8ZToLb7yFTa883+32rBEjWfn5+xK0KiH65tpUC8HQ5xddm2vJuLQEzSw1CYQQQgghhBAikSQUJ+Kq7Rh4W8KP122HUeE3iPbqcF0Hf9l4nBPNbkpzHdy+aHREoZzx+Wk8ccc8/uPlPVSfaqWaYjZy77JS7llaGt2iEqQ4y05xVmJahdT30vKnriPCEmyDpOQKjbKXFK4QBdym3qmhGSILUUwbmYHJoBEIcfEKYGZxZjTLTGodnl4qG/RjfKA07FKse0RHnb47HWo3QfMBnVVPGEgtlEBMf9y3YhwrJuXx4tZKWtx+Zo/O5KY5RXEP1QoRiY7QeQYAdD+468ESvgisEEKI85TvZDvKG76Sk+dIS9ShuLryI+x5723aGxvIHTWGWZdeSUZ+Yb9/3zIqjexbJ9H696PoHV0tSDWrkfSVo0idF+HOnQRLZBiowd0edqzeHTqIFm+pCwtxbqpBb/9EW1wN0leNiXi+aTmjex/PjXzOZKf3Vm1Pge4JxCUU13mgiaY/7ofTpwN08Oxvor6yg4KvzcHoiE8wb6i78LN3Mn7BYg6sex+v20XR5GlMvnAFZos10UsTIqxAY2fYMeUJEnT5MGUOv9bVQgghhBBCCDGUyNVuEVfGPs4DmKI8T/Dqjiq+8cIugqdCSe8fauDPG4/z/26bw+XT+n8R4uJJ+az7t5VsrWjG7Qsyd0wWGSmR7dA+300ZkcahutC70KeOSA95e7yZ7RoX/cLArl8pqtYrVADSRsGUOzTGXBr5Ds6CdBs3zinihW09Exrj8x2smpI/EMtOKheUZvHXzaGrAmakmJncSzvigbT/j+cE4s7ha4eylxSzvyKhuP6aXJjOd66ZGtXvegNBVu+uYVN5M6lWEzfMGTksw6AiuThGhh8zmMGeF7+1CCGEGDo0S+9Vy6KtarbznTX883e/hlPtV4/t2MqOt9/ghm/9J2NmzO73PPYZeaRMzcFb0Q4BHUtJBgZrfCutDXWTsouodYfejTc5O35tXHtjdFjIv28mrauP4TnYBDqYC1NJXzWalGk5Ec83NrOQS0fP5t0TO3uMzcwtYdGISQOx7KRiLcnoqqwYgjHDErdgZvs/TpwNxJ1Db/fh2lRL+iW9BxbFWYXjJlA4bkJUv6v7gnTuasB7vB2D3UTq3ALMvbSkFmIgmLLDn8jWrEaMqXJOWQghhBBCCCESTUJxIq7SR2tkjofWI6HHo2md2u7x8++v7DkTiDvNF9R5+MXdrJiYhy2CCxtGg8bCsZGfhBZdvnDhWFbvqcEfon3Al5aPjXg+lzfAqzur2HWylRyHlU/NLWZ8fuxtOe15Gou/qxHoVAS9YM2MLTz1oxunYzYZeHFbJb6AjqbBheNz+dmnZ2EyJl+rBKUUzS4fdouJlD4uDIZy1YwR/Or9o5TVO3uMfWn52Ij+5mLR0POazxn1O0JX7hMDq9Hp5banNnK47uxr4XcfHePLK8bxyJWTE7gyMdyVXq1x8DmF7us5NupiDUu6hGKFEEL0ZClOw5htI9gcuoq1fVbkqWpnSzPv//6JM4G40wJeL2/9+hfc+9jTGAz9/36sGQ3YxskGg2jdM30V66r2oauexwOfn35pxPPpngDubXX4alwY0y2kzisYkMCVKSeF3DunonuDqIAec3ji0eV3Y//4r6w5thW/HsSgaVw8aiY/Wvq5mNc6GJSu0N1+DFZjVGFU+7x8OtZXhfxbTrt4dMQV4KOhewL4q3oeE5/mOdIqobg4CLR6aHhyT7fXgvPDKtIvLyH94lEJXJkY7lIXFuLcWBOy7XnqvIK4tw8XQgghhBBCCNGThOJE3M190MCHD+sE3N1vH3eDRs7UyE9avr23FrcvdPubtk4/Hxyq54rpI6JZqojCjOIMHr9tLt/9+z5qTrWhTbeZeHDVRK6fXRTRXBWNLm57auOZdrYAv1l7lO9dO427lpQMyHpNKRqmAdhAbjUZ+cmNM/jWZZMob3RRkG4dkBa2NW2dBIKKUdkD1w735e2VPPbeEcobXZiNGldMH8F3rp5CQXr/SzVaTUaevXcR3399H2/vq8UfVBSm27h3+Vi+cGH82g0bbfR4LzltIJ5X0bcfvrG/WyDutN+sPcryCbksGZ+bgFWJ84E9X2Px9wxs/rGO33X29oL5MOdfJRAnhBAiNM2gkXXjeBr/sB8CerextJWjMOdH/r370IZ16MHQx6TOpkYq9+9l9PRZUa1XRG7RiEk8uuxuHt3yEo2dXa1Us6wOvjH/BlaMmh7RXL4aF41P70F3+s/c1vHBSbI+NXHAWtoarEYYgGqAdrOVR5ffzcMLbuJERyMjUrMoTI2uFfC5Aq1dx+MD2QLQuamGjrWVXSEmkwH7rDwyriqNKBhosJrI+9IMWv9efqbanjHLStrFo3BcEJ9zQJrRAEYNQmwK7FqjBGLiofWVIyHDke1vV2CbmIWlKPaNlUKEYi5IJfuWibS8fAR1zrlp29QcMq6M37kxIYQQQgghhBDhSShOxF3ONI3LfmvgyCuK5oMKayaUXG5g5NLoLmA7vSF6J56j3dP7uBh4l00r5JIpBWw/0YIvoDN3dFZU1cgefml3t0AcdBVf+N7r+1g2IZexecl3YjMr1cK8VEvM82w73swP3jjArpOtAEwscPDIlZNZOTm2Cy/PbznJwy/tPvOzP6h4fVc1eypbWf21ZaRa+/+xkJdm5bHb5tLh8dPhCZCfZo17VbzRKzXK3wh9AWJ0FJUnRWTcvgBv7qkNO/7itsohH4pr9/j5w0cVrNlbiy8QZMXEfL64rJSRmbGnLjeVN/Hkh+XsqWoj12HllvnF3LG4BGMcqloMFyMXa1zzgoHqjxTe9q7vGNmT5PETQgjRO9uELAr+dQ7ODdX4a1wY0yykLijENjG6AJGvM8wujVO8blev42LgXTvuAq4onceO+qPoSjE3fywWY+SV2Fr+drBbIA4AHVpeLsM2IRNjunWAVjxwclLSyUlJj3keT1kLbWuO4a/pev2aixxkXFUacxXDjnWVtK0+dvaGgI57Wx3+aif5X53dFTTrJ1OmravaXmcA3RvEmG6JS4W40zSzgZRpOWHbuNpnR155UkQm2OHDczh0u2QA97a6IR+K6+xoZ/ua1ziyZSNKKcbOu4B5V11PambsoVfP4RY61lXir3VjzLCQekEhqQsK0TQ5puov++x8bJOz6dzfhPIEsZRmYBkhrXuFEEIIIYQQIllIKE4kROoIjVkPDMwJlgUl2WHHNA0u6GVcDB6jQev1uenLiSY3m481hxxTCl7aXsm3Lh+erRkP13Xwud9uptMfPOc2J/f+cRt/+eJCFkXZ3jeoK/6/f5aFHKtocvPKjio+t2hMxPOm2cyk2WJr9ROtafdo1O9UOCu7354/t6u1YqKdbHbz9PpjfHSkkRSLkWtmjuCORSVRhUSTUYcngC+ohx1vcoXoazmEdHj8fOaJjRyoaT9z29GGY/x9VzUv3b+YMTnRn+hes6eGf/nrjjOtv+s7vHzv9f1srmjmV7fPi3nt5xNTisboVYn/exdCCDG0mPPsZF0/fkDmKpo8LeyYwWhi5MQpA3I/IjJmg5ELCidG/fu+Kif+2jCBx6DCvaOBtBXFUc+fzLwn2mn8/b5uFdD8VU4an9lL/pdnYSlOi2pe5dfpeP9kyDF/jYvOvY3YZ+VHPK8hxYQhJTGnODOuLMV3vINgm7fb7bapOaTMTHworrm6im2rX6HywD6sKXamLLuImauuwGhKzDH8QNPdfgi9Tw6AoMsffnAIcLe38dx/fYuWmuoztzVVnuDQhg+59Qc/w5Ed3fkhANeWWlpeLjvz+OkdPlorj+A/6STrUxNiXfp5xWAzkTp3YKqHCiGEEEIIIYQYWPEt6SPEIJhelMGqKaFPPNwwu4iSXNmdNxQ1uby9jjcP8bBNb576sLxbIO60oK54/P0jUc97otlNVWtn2PGPy5uinjtRbNkaq35tYNb9GvnzYMQiWPBvGst+asBoSWxI5kh9B9c9tp7fb6igrN7J7so2frLmIJ97ehOeEM/vUJTnsFLUS8W0WaNiqyLRXwdq2vnpmwf5z1f3snp3DYFegnqR+NPG490Ccac1Or3833cPRz1vUFf86I39ZwJx51qzp5aNQ/BvUQghhDifjZ4+k+Kpodtyzlx1xYBU8xHxp/cRphnqYZvedKytDN0SNKDo+LCy5+395K91obvDV/P3Hm2Leu5EMWXZyP/aHNIvL8E6PhPblGyyPzuJnM9NiWvVulBqj5bxl39/kN3/eIvmqpPUHDnEe888wSuP/iBsy+ehxpSTgsEePhAZbYAzUr6THbSuLqfltSNdFcNCHOtFY+sbr3QLxJ3W3lDPpldfiHpe5ddpe/NYyECha0stvmpn1HMLIYQQQgghhBDJREJxYlh47LY53L2kBMep1o/pNhP3rRjLo5+ameCVDR1KKTYcaeSFrSfZcSJ864l4mVCQRmov1bRmFccnbJMIWypCV8jra6wvvT2e/RlPVmaHxsRbDKz4HyMX/reRkisMGMyJrxr10zcP0eLueaFs2/EWXtwW/YWkUNpPKE5+oGjcOzAn3vvLYND48oqxIccy7WZuXzh60Nfws7cPcuX/t47frD3KnzYe5yvPbuf6xz+i1R17cPbtveFbw761L/xYX/ZWtfVoDX2ud/bVRT23EEIIIRLjxof/i5mXXIHJ2tVOMyUtncWfvpWL7743wSsbOpSu8BxuwbW1Dl9V4gMZ5hGpYAx/XGEZNbRbMvbGVxE+nOat6LlppL80a+/HnNoQPSY1pppJv3gUeV+cQe5d07DPzk94IA7ggz/+Fl9nz41xx3fv4PDG9QN6X/5aF+7dDfhOdgzovH3RTAYcFxaFHDOkWUidF3nlwUi1vHqE+sd34lxXhevjGpr+uJ+GJ3aje2MPHh7ZvCHsWNmmj6Ke13usrdeAqme/bNQSQgghhBBCCDE8SPtUMSzYzEa+d900HrlyMk0uH7kOC1ZT4k6m+gI6f9hQwUvbK2lx+5gzKov7VoxlzujkrBBQVtfBfX/eRnmD68xtc0dn8ps75pGfZkvImhxWE3cuKeHXHxztMVaUmcL1s0Of9BwOMlLCtzHpbawv+ek2Fo3NZmN56GDdcH5MI6GCCr8bzHbQerkI1htvIMj7h+rDjr+1tzaqVrWf5HMqNv1Ip3bT2dvSS2Dxdw2kl8TnIswdi0vw+HV+vfbomQqOM4sz+MmNMyhIH9z3jw1HGnn8/Z7vEfuq2/nx6gP87OZZMc0f6GV3f6gqb/3V12+qPv8NIYQQQiQbS4qdS7/0VS6664t0drSTmpmV0PaEui+I86Mq3DvqUZ4gltIM0lYUYxmZnEEuX2UHTX85QLDlbMVw6/hMcm6bjMGemMfRmGYhdX4Brk09N0OY8lNImZqbgFXFhyHFjO4KHZgx2KI/lWjOt2MemYq/2hVy3D5n8ANMQ4HSFcoTQLOZog7XudvbqDq4L+x42aYNTF66ItolnhF0+mh+9iDe8rNBSnORg5zbp2DKjs/5pLSLR4Gu6FhfjfJ0vW4tJelk3TRh0N8/3HsacW2s6XG773g77e8eJ/Oa0JvI+qu3in6DWe1PySGpEEIIIYQQQohhQkJxYlixmY29tvKLB11XfOlPW/ngUMOZ297aV8s/D9bx5J3zuXhSbCd5O5sU5a8rmg8qrJkaJVdo5M+OPvziD+rc/cyWHm01t59o5avP7uD5+xbHtN5YfOuySWjAHz8+jtPbdWJzybgcfnrTTFKG6A7y/rhxThG7KkPvzL9xTnFMc//g+unc+uRGmj7RfvbWC0axdPzwvajTH3pQceDPiqOvKbwtYM2EsddqTL1Tw2CK7G9M13sPTfkGqL3nlv/uHogDaK+ADx/WufLP8Wshe+/ysdy5ZAyHa504bCZK49S2+vmtJ8OOvb67mh/eMB2bOfr3iosn5bOvOnQljItieC+fUZRBYbqN2vbQ1eIunRq6JbgQQgghkp/ZasNsTczGotNUQKfxd3vxnVPRq3NXA537msj7wnSspRkxzR9o9eDaVIu/2tlViWlBIdYx6VHPp3uDND6zr0e7Uu+RVppfOEzuXdNiWm8sMq8bh2Yy4Npci/LroIFtYhZZN02IegPNUGCfk0/7u8dDj82N7ZxG1o0TaHh6D8rTPdDjWF6MpSg5Q5vxogI67e8ex7WlFt0dwJBuwbFkJGnLiyMOx/UVmAoOUKCq6S8H8B3rfszkr3LS+MxeCh6aF5eKeZqmkb5qDI7lxQTq3RhSTJhy4nNu0L01fAVx17a6mENxpXPms/Pt1SHHxs69IOp5raXpaCkmVGfo8GvK1Jyo5xZCCCGEEEIIIZKJhOKEGGDvH6rvFog7zR9U/OiN/TGF4lrKFB9+U8d35nyj4vjbism3acy4N7puyO/ur+sRiDtt87Fm9le3M3Vk9Bc4YmEwaDx8xWS+cvF4jjY4yU61UJxlT8ha4un2RWP44HBDj9fRrOIMvrpyfExzTyxI480Hl/HsphNsO95CeoqZm+YUcckUCeFs+x9FxVtng2zeVjjwJ4WrFhb+e2Qn8lMsxl6r8q2cHHsFBGeVovrj0GOdDVC5VjHm0vhdqLOajMwoju0Ca6QaneFbpHr8Oi5vIKZQ3N1LS3hlR1WP98hUi5EHV02Iel6jQePfr57Cg8/t4JPZycumFrBk3PkdUBVCCCFEbNy7G7oF4s4I6LS9eYz8B2ZHPbe3oo3G3+1D+c4Gatxb68i4soS0FaOimtO9q75HIO40z8FmAs2euFWc+iTNaCDz2nGkXzqGQGMnhjQLpgxrQtYST45lRXjKWnq8jqxjM0hbGluFccuoNAoenIdrUw2+yg4MqWZS5xVgm5CclfXjqemvB/HsO9u2Um/30f5WBXq7j8zrxkU0lyMrm7ySsTRUlIccHztnfkxrBfBVOXsE4k4LNHTiOdRMypT4hasMFiOW4rS43R9AMMx7F4DqDKCCOpoxuvN1AAuu+xSHN36Eu6212+02RxoLb7w56nk1s5GMK0pofeVIjzH73PzzPqAqhBBCCCGEEGL4kFCcEAPsnX11YceONrg4Uu9kfH50J5e2/fzcQNxZB59VFF+kyJoQeQCmvMHZ6/jRBmfCQnGnpVpNzCzOTOga4slsNPD0XQt4d38tb+6tJaArVk7K55pZIwakLXB+mo0HV00cgJUOH84qRcXboSu7nfiHYurnFGmjI/v7+uZlk7jtt5vwBbpXhSvNTeXWC0ZHvdbTOk7Qax/O9oqY7yLpzSjOYP2RxpBjRZkpZNktMc2f67Dy0v1L+OV7ZazZU4MvoHPRpDz+ZeUEpoyI7X3xulkjyUm18OSH5eytaiPHYeGW+aO4e0lJTPMKIYQQQnj2N4Ud853oINjhw5gW+fckpRQtL5Z1C8Sd1vZWBSnTc6OqzhRoCL1Jq+tOIdDYmbBQ3GkGmynuYZtEMliM5N07g849jXTubwJNI2VqDinTcwekQp4p00rG5SWxL3QY8VU5uwXizuXcWEPaRcUY0yMLZC679S5eefT7KL37MWne6BKmLLso2qWeEah39z0ex1BcIliKHPgrQ59XMxfaYwrEAaTn5nPrD/+HjS89x5EtH6OUzrh5C1n0qc+SNSK2gKpj4QiMGVac6yrx17owpltJvaCQ1IUjYppXCCGEEEIIIYRIJhKKE2KAqd5SKqf+jWh0nFS0HAw/fuIf0YXiRmX3XnltdB/jYnAYDRpXTB/BFdPlZGQ81O9U4f80FdTviDwUN78km799aRbQR98AACAASURBVBH/770jrD/SSIrZyLWzRvCvl0wkI8Uc85rtfRT362t8OPjcojH8+ePjdHh7tny5b8VYDAPQqqcww8ZPbpzBT26cEfNcn7R0fO5537ZYCCGEEINgcA5J8Vc6CTSGCbApcO9sIP2SyDd/9BV4MyY4EHe+0owG7LPzsc+Ovcq16Jv3aGv4QV3hLW+L+LkonT2Pm7/zIza9+gKV+/dgsacy5cKLWPypWwekzbOxj6qJxszzoKri0iJc2+rhE5vhgKirZ35SZkEhVzzwIPDggMx3rpTJ2aRMzh7weYUQQgghhBBCiGQhoTghBtiqKQU8v7Uy5NjY3FTG5UVXJc7f+wZc/K6opuWK6YXkpVlp6PD2GJtVnMGsUedPhTZx/jL1cT3AGOX1gjmjs/jd3Qui++U+ZIzVyJkGTft6jplSYfTK+LVOTZSizBT+8IUL+PZLezhU1wFAus3E/ReN587FJYldnBBCCCFEgtim5NAZpuKUudiBMT26arq6p+dGhG7jITYq9Id9Tj5tb1egPD0r0FnHZ2LOjbz6nBBDjWbpvaKYZomuavyoaTMZNW1mVL/bF0tpOqZ8e8iKcQaHmZRpw38DkDnfTu7dU2l99eiZ0LAh1Uz6JaOxz5FAqRBCCCGEEEIIkWgSihNigF0ypYBlE3JZV9a9pZ/JoPHtq6agadEFVTJKwZJOyPapAHmzopoWq8nI03fN594/bqWu/WwwbkK+g8dumxvdpEPY5mPNZ9oZ5qZ1tTO8feEYjANQcUokrxGLNUwpikCIwhdGGxQtTc7nf+F3DKx7WKfj5NnbzA5Y/D0DZkdyrnmgzR2dxdsPLedgbTsub5BpI9OxmWNvMyyEEEIIMVTZZ+fh2lyD70RH9wGTRsaVpVHPaylOQzMbUP6eFZEArKUZUc1rsJnIvXMaTX/Zj+46G6wzFznI/sykqOYcyjxlLXSsqyJQ68KQYcVxQSH2+QVRn0sQQ0PKtFxaXy+HYM9Sjga7CduErASsqneappHzuSk0PrOXYMvZ80mGVDM5d05FM8XWOnSosI3PouAb8/DXuFABHctIx3nz3y6EEEIIIYQQQiQ7Tako+2YkMU3TKouKiooqK0NX6xJisHkDQX677hgvba+k1e1nzqhMvnzROBaUxNaS4NBzOruf6Pk3mz4GVj1pwGiJ/iS5P6jzj/11VLV2MqEgjeUTcs+7k+5r9tTwL3/dQVDv/hhfM3PEeRkQPN8cf0dny6MKde41PgPM/4ZG6VXJe0JbBRU1G6G1XJGSC6Mu0jClnF9/u0KI5FRcXExVVVWVUqo40WsRIt7kmFQkmu4L4vywEteOepQngLU0g7SLRmEpTotp3ra3Kuj44GSP283FDvIfmI0Ww2Yi5dfp3N9EsN2HeUQqtvHnX9Vy15ZaWl4u69HiNnVhIVk3TkjMokTcODdU0/r60e7Pv1Ej+7OTsc9I3qprKtj1txuo78SYbcM+PQdNNioJIZKAHJMKIYQQQgghJBQnEqqsruNMCKsoU1qi9EfZyzqHnlN0NoDBDEXLNGZ/RcOWLSGYWAR1xbJH36O6zRNy/Pn7FnNBaWyhxuGuw+Pn9x9VsHpPDd6AzvIJudy7fCzFWfaI56rdoqh4U+FpVmRN1Bh3g4Zj5OC/xlsOK46+puioVDhGdt1v9iT52xpMDbsVZS/pdJwAewGMv97AiMXymAsxHMgFCHE+k2PSoeNgcyUNne1MzBpJgf38C2FFSilFx9pKnB9VoXf4wWTAPiuPzKtLMdjNiV7ekKb8QWr+ezO6O3Qb2oIH52IuTI3zqoYW3e2nY30VnXubQClsk7NJW1aEMd0a8Vyd+5twb69DdwewjE4ndfEITBmRzxMp7/F2XJtqCLR4MOfbcSweKc/7IPOUteDcUE2gyYMpNwXHkhHYxidfZT4hROTkmFQIIYQQQgghoTiREJUtbh58bidbj7cAYNDgiumF/J9Pz8Jhla6+fVFBRWczmFPBbE/+8EigU1G/HZSC/NkkZVvHnSdbueHxj8KOf/HCUr5zzdQ4rmhocXkD3PLEx+yr7t7fNzvVwgtfXsy4PEe/59rzlM7BZ7t/NplS4MKfGsibmXyvHRG9Y2t0tv6P6lEJY9o9GlPvTN7qfEKI/pELEOJ8Jsekya+8rZZvrX2GfU0nADBpBq4ZdwHfX3wbVpOEu/qigoqg04chxYTBkvwVoXRPAO/RVtA0rOMyMViTb82ewy00/m5v2PH0S8eQfsnoOK5oaAm6/DT8ZheBhs5utxvTLeQ9MBtTZv8DbS2vlOHaVNvtNi3FRN4XZ2Ap6v+xrUh+HeuqaFtd3uP2zGvH4lhalIAVCSEGkhyTCiGEEEIIISR9JOIuqCvu/N1myhtcZ27TFazZU0sgqHjyzvkJXN3QoBk17HmJXkX/lL+us+sJReDU0220wbS7NCZ9NrkCL30FhPXhlx8eUH/ZdLxHIA6g2eXj5+8c5vHb+9d+tvWo6hGIAwh0wraf61zx++S7eCWiE+hU7PxVz0AcwP4/KEquVNjzJAQ5FBxvcvH0+mNsLG/CYTVxw5wiPrtgNBZTcr3PCyGEEKd5Aj4+/9YvqXW3nLktoHRePbIRg6bxkwvvTODqhgbNqMWlatZA6PiwkvZ/HEf5dAA0q5GMK0txLBqR4JV9Ql+bVofhptaB5Fxf1SMQBxBs99Hx3gmybupf+1lveVuPQByA6gzQ+toR8h+YHfNaRXIIuvy0vX0s5FjbWxXY5+RLBcwhwl/vxrmuCu/xdgx2E6lzC7DPL4ippbcQQgghhBBCiOFBQnEi7v5xoK5bIO5c7x6oo6LRRUlu5K0h6js8PLvpBNuOt5Blt3DT3CIumpQf63JFDGq3KLb9vPuJ+6AHdj+hsOfrjFqZPIGJGUUZFKRbqWv3hhxfNVVeS715e19d2LF39teilELT+j4ZefK98Bd6Oo5D6xFF5ng5qTkc1G3lTFj2k5QOVesUE26S5zpZldV1cKTeiScQ5L9e20eH52ybr+0nWnl3fx3P3L0AkzF53ueFEEKI09Yc29YtEHeu149u5qG515Nnz4h43kCrF9fGGnxVHRgdFuzzC7CNk5asieTe3UDbmu6hF+UN0vrqEUzZNmwTk6dFoqU0A81mQnlCt0+1TcmJ84qGls59TeHH9jb2OxTn3lUfdsx3ooNAswdTti3i9Ynk4znQBIHQ5yCUX6fzYDOpcwvivCrRX75qJ4Gmzq739NeOovz62bGKdjyHm8m+fUq/zkUJIYQQQgghhBi+JBQn4u5ATc9qUqcpBQdr2yMOxR2sbee2pzbR7PKdue3vu6q5a/EYvn/99KjXKmJT9pIeduzwi4pRK+O4mD6YjAa+feUUHnp+Z48N+JdOLWDJuNyI53RWK+q3K4wWGLFEw5KEbWMHSqCXUnpBXaEU9Oc8ZKDnxv6IxkXvmvYr9v9Bp24bGC1QfJHG9Hs0UhJQkU0Pc/Hh7HicFiLCavf42VPZRqrVxKziDDRNo8Xl42vP7WBdWWOvv7uurJHVe2q4fra0HBJCCJF8DjafDDvm14Mcba2JOBTnPdFO49N7Ud7gmdvcO+pJWzmKjMtKol2qiJHzo+qwYx3rq5IqFGewGMm4Ygytrx7tMWafmx9V205/gxtveRsGqxHblGwM1mF8GrCXY1IV/tREz3/X1/u/rPzBXsdF7zxHW+l47wTeY21oFiP22fmkrxqN0WGJ+1pUsI/qi32Ni0EXdPnxVzsx2M1n3gOD7V6anj2IryL8+WWAzr1NeA61kDI5Ox5LFUIIIYQQQgiRpIbx2TCRrPLTet9Rm58e+Y7b/3x1b7dA3Gl/+Pg418wayYKS6E6A6H7FyQ8UtVvAYITi5RqFi5Bdhv3Ufjy6sUS5YU4ROQ4LT35Yzp6qNnIdVm6ZX8w9S0sjmkfpiu3/V1G+RsGp8+lGm2LW/RrjrhueVZNWTspn18nWkGMXTcrH0M+WFflzNY68EvrEs9kBWROjXuJ5r3GvYu3XdXR/18+BTqh4U1G/Q7HqNwasGfF9X8ufo2EwqzPr+aQRF8j7bKIopfjfdw7zu4+O4fZ1XfQbm5vKo5+eyS//WdZnIO60NUMgFOesUpS/oXDVQtooGHu1hr1AXntCCDHc5dt7r97W13goLS+VdQvEndbx3knsM/MwF0ZeDR26AjjunQ14jrZiMBtJmZmLbULyBLmSnb/OHXYs0MtYojgWjcSYbqVjXRX+WhemDCupFxSSGmGrVxXUaX7hMJ07G87cplmMZN00Hvvs4VkF3TY5G+f6qpBjKVP6f07IOi4T947Q1eKM6RZMufao1ifAc7iFxt/vOxNgVJ4gro01eMtbyf/K7LiHNm0TskADQp2CMIBV3msTRumKtjXHcG6sgUDXiTVTgZ3sWybR8koZ/kpnv+bp3NOY9KE4f50L15Y6gu1ezAWppC4oxJge/5CoEEIIIYQQQgxXEooTEalodPHzdw/z9r5adKW4eFI+D66ayNSR6f2e45pZI/jJmgM4vT3LAE0qSGPu6MhOOlW3drKlInTrG4BXd1RFFYrzuxRrv6nTcvDsbRVvKYqWw+L/MqAZ5aJ5X+z54K4NP5aMlk3IY9mEvJjmOPS3rpDFuYIe2P4LRUapInfG8Hvt3Ll4DC/vqOR4U/cLS3aLka9f2v8k28jFkD0Zmg/2HJt8m4bROvweu3jZ9zs9ZADNXQtHX1NMvTO+j601U2PSZzQO/LnnFYgxl2mkl8hznShPfljOY+8f6XZbeaOLO5/eRKe//2U2/EHF0QYnuytbybJbWDYhD2M/A7LxcPIDxaYf66hzvo4cfl6x5IcGChckzzqFEEJ013iigg0vPEv59s2gaYybv4ilt9xO9sjifs9x/biF/HLH6/iCPY9J5xWMY2xmYURr8tW4eg1YuXc2kHFF5KG4oNNHw1N7us3t2lKLfV4BWZ+eIJu1+sGUacFfG7oEsTHTGufV9E/K1BxSpsbWKrX93ePdAnEAyhek+flDmApSsYyILqSZzNKWF+He3YDe3n3DpJZiIm3lqH7PY5+VR8e6ypB/02mXjJZzQTFoe7siZEW/QH0n7q11OJbGd0ONKdtG6qIRuD6u6THmWDwSU5K+R5wP2t893iPkGqhzU//ELuijmmM3QR1/rQtfjQtjmhnr2Ey0JDomdW2ppeXlsjPBzE4a6fiwktzPT8c6pv/n2oUQQgghhBBChDc8SxaJQVHV2smnf7OBv++qxhvQ8QcV7+yv45YnPuZQbUe/50m3mXnstjnYLcZutxem23jstjkRr8sVIlwXyXg4+/+ougXiTqv6sCscJ/o27trwJ5rG9jLWL14nbHkaXv4SvPlvUL0jtvkG0JFXw7w+VC9jEfI0K7xtyfM6zEq18MKXF3PX4jHkpFpwWE1cPWMEL92/hOlF/W89pRk1lv/MwNjrNIynikamjoS5D2lMvnV4fWQpXeFtVQR9g/886n5FfS9/IrWbE/Namv4FA/O+oZFeAhggdQTMvE9jwcPJc5L6fBMI6jy9/ljIsUgCcQBllQ2s+vlaHvrbLu5+ZgsXPvoeWyqaB2KZMfO7FFse7R6IAwh6YfN/6+j+5Hl/FUIIcVZT1Ume++6/UbZ5A8FAgKDfz+GP1/HX//wWrXVhduOEkGfP4P8svweLsfs+wdFpeTy67O6I16X6OObUozwmbXurImQwx72tjs69TVHNeb5JXRi+wlqk1dc+yedUlL2os+nHOrt+pdNWnhzfH1RQx7U5zN+DDq5NPQNA0Qi2+9DdYco+J4Ax3Ur+A7NIvaAQg92EZjNin5NP/gOzMOf1v7qbZjaQd+8M7PMKwNR1DGrKSyHrlok4enk9DUVKVwSdPlQgsu/50Qg6ffirwlf38hwOv9l1MGVeN46Ma8diyk0BDUy5KV23XTM2IesRoPuCOD8O0/o6kkAc0HK0gbpfbKflb4do/O1eav93K75eXofxFOzw0fLqkR6VCpU3SPPfDqFUcnymCCGEEEIIIcRQJ5XiRL899WE5jc6eLUqd3gD/770yHrttbr/numhSPhseWcmrO6qoafMwsSCNq2eOwGY29v3Ln1Cam0pBupW6dm/I8UVjo9thffyd8CcfKt5RlF4d1bTnldGrDLQc1jn8oup2kqfkSo3xN8QQemk5Dr+/BtpOnL1t029gxSNw8bejn3cABH2KztCdVoCuVn2xqNuq2POUTsvhrp/zZsGs+w1kTUp8iCg/zcb3r5/O96+fHtM8ZofGvIc05nxVEfB0tU0dblUwDr+oc/h5RWcDGG1dldFmfknDnDpI/50G0Iygenb06ho2D87d9sfYawyMvSZ+91e5VlH+ho67DtJLYMJNBvJmD6/XVywanT7qO0J/nkbCQoCTzu5fM2vaPHz+mS2sffhislMT2w6map0i6Ak95m2B2i0wckl81ySGFk3T7gaeOfXjPUqp3/fjdxYAtwBLgYlAOuAG6oCtwBvAS0qpnl+4z87xPeC7p368WCn1QT/utwQ4nXb9g1Lq7r5+J940TfsAWAGglOrzTVnTNCtwE3AtMAcoBqxAE1AJvAe8qJTa0sc8p7+YrVVKXdSP+/0Z8M1TP7YCK5VSybMz4zyw+ZXn8bpdPW73ODvY8vcXufTer/Z7ritK5rKgYDx/P7qZxs52puSM4rIxc3oE5frDPNKBZjOiPKG/bFnHRt6OVQV1Onc1hB13b6/DPiM34nnPN6mLRuCvcXUPiWngWDKS1DnRly9vr1Cs/YaO55y8/+EXFbPu15h4c2I38+juALo7fBAz0NgZ0/yd+5poe+dUYFMD6/hMMq8Zi7kg8dXnTJk2sm6aQNZNE2Kax+iwkH3zRLJuHI/yBTHYE3jANAiUruhYexLnR9XoTj+a1Ujq/AIyrihBi+K8XH9oRkP4VqUAxsT83WiaRtrSItLiWKXOvaMe15Zagh0+zCNScVxYhHW0VAU7LdjiCft5GgkPfmwd3f92g00eGp/ZS+G3FmCwDs5rvb/cuxogGPoPItjswVfRjrW0/5tMhRBCCCGEEEKEJqE40W9rD4c/Ib/2UPixcDLtFu5eWhrLkgAwGQ18deUE/vPVvT3Gxuamcv3s6E5s+dqjGxPdzXrAwLjrFVXrFUqHEYs0MkpjDKCs/kb3QNxpa38KEy6D4nmxzR8Do0UjJZ+wwThHUfT/7Q27Fese0bsFmxp2wQdf11n1GwNpo4ZXsMdg1rBEee2h5mPFwed0Wo+ALRtKr9KYeLOGwZT4x2jf73X2/+Hsic+gB8r/rmgrV1z8S8OgBAANRo2iC6Fybejx4uWR3Wd1ayePvX+Ed/bVEtQVKycX8C8rx1OSm/gLYb3Z85TOwWfPPvYdJ6Fqvc78b2qUXjW8KhFGKyPFjNVkwBumWoSFAL4QXx8N6OiAFZ3RxhaOBkMH0ju8AV7YepL7VowbyGVHzNdHgVtfh6Lrqp0QsdM0bSLwa2BliOGMU/+bCNwGlGua9i9KqTVxXOKQomnaHcCjQKhyPYWn/jcfeFjTtFeB+5VS/S8hFv5+/52zgbgO4HIJxMXfsV3bw4/t3BbxfDkp6dwzfVUsSwLAYDGStmIU7W9X9Bgzj0yNqhWmCuioXqq06p3RVZ8732iaRtZNE3AsHUnngWY0TcM2LQdzbkpM8275WfdAHAAKdv1aMWKhIm104r5HGOwmtBQTKsxrxBTDf3vnwWaa/rz/bLBJgbeslYYnd5P/tbmYMoZXu0nNZEAzRXec4N7dgHN9Ff5aN8ZMC6kLR+BYPDIpWje2rS7H+dHZSlzKG8T5UTWBxk5y74ltk1s4hhQT1nGZeI+0hhyPNOQbaOqk/b2TeA42ARop03JIWzk66Vuetrx6BNfGs9UaAw2ddO5tJPvWydhn5CVwZcnDkGru6m0T5iPQhx8LPU8WBdHRAC8BjhsbmBgcGfL3dacf9656HBcktvJjX5/j8jkvhBBCCCGEEANDQnGi3yy97Nq0RHmScKDcsWgMFqPGrz44yvEmNxajgSumF/Kdq6eQYolu51/OdGjcHWZsWuJPYg4ljiKNSZ8ZoMesow6O/CP8+K6/JjQUBzD+Bo09T4bY7akRU4W8A3/SQ1b6Crjh8POKed+IfG5vIMizm07w6s5qnB4/C8fmcO+ysZQmebipN8fW6Gz92dnH3+mGPU8qmvYrlv4wsTuB/S7Fob+F3gnctBfqtkDhBYNz39O/aKBht473E11pcqZ1hQb7q67dw02/2kBt+9kyWy9tr+S9g3W8/MDSpH3tOKsVB58L8difung5aqXCZBvc9/bOpq623Jb0rs+YZKyAmGIxcv3skTy/tTLk+GLzcbYFinGqsxebrAS4xHKEAmNXG5pG3U5ZMPwFnSP1iW9X0/U5HqZMhSaf82LgaJq2CngVOP3meAh4AdgMNAApdAXibgIuA8YCf9c07Q6l1F/jv+LkpXW9aT4O3H/qJh14C3gdOAq0AbnAYuB2oBS4AZimadrFSqmqGO77fuDHp350A1cppTZHO5+IntEcfseEqZexeEi/eBQGi4GOD6sItnnBZMA+K4/Mq0vRjJF/rhisJsyFdvy1PdunAlikqlBEzAWpA1bJrOOkonl/mEEFx99VTP9C4r5LaEYDjoWFdHwQ4vucofeWsn1p/+eJkF+hdFcA14ZqMq6MfOOj3+th59urOfTxOvxeL2Nmzmb+1TeSnhd9Jb9E61hXRdvq8jM/B+o7aXu9HH+1i+ybJyZwZV0tG50bQ7fQ9RxqwXuifdCqlmVcVUrDk3tQnu5hH+uETFJm9j8UF2jqpP5XO9FdZ+dxba6l82AzBV+ZjTFJw5m+ame3QNwZOrS+Xk7K1NyoPi8iEWj14K92YXCYk7Y6ndFhIWVKDp37erYJVyg+NB9ksX8iqZx9nt14ece6iyZD17HmyGAWk4PhN0kH6mOrmDkQrGPSCbtXy6hhKU6L53KEEEIIIYQQYtiSUJzotytnFHKoLvTh+lUzEru7DuAzC0Zzy/xRNDp9pFqN2C2xvbyn3G5g3R69xwlfow0m3iwXyxPG00r4fhtA5ye368ffpM9ouKqhfI06s7PVaIVZD2jkzoilUlwvY7sib8vqD+p84fdbWX+k8cxtRxtcvL6zmmfvXcSM4qHXpkH3K/Y8FfqxqF7f9TjlzUrc32/zQcK2bASo364ovGBw1pdWrLHqCQNlLynqtiqMVhh1kcbYazWM1v7f55MflncLxJ3W4vbz2HtH+N9bZg3ksgdM9XoVdqe53wn12wevXaYeUOz4peLYGnUm2Oooggv+3UDO1OT7PPmPq6fy3sH6Hi3TNRQGDT5l3csJPZNW3Uaq5qPU2IJJO/vgpmo+NBQqTKW1Udn2QV1/f+RM1cifB/UhigqNulgjrTj5nhcx9GiaNh14DbADPuAh4AmlekTc3wee0DTtEuBFIBN4StO09Uqpk/Fcc5L7HmcDcfuBO5RSocqGrdE07Ud0hdi+AUygq1LfddHcqaZptwGPnfrRA1ynlFofzVwidhMXLmX7mtdCjy26MM6r6cmxtIjUxSPRXV3tCA1RbtA6Le3i0TT/9WCP2zWbCceSxB+Dn6/6qhzvTYLK8umXjiHQ6qVz59mq/prFSNaN47GMiC4cqAI6/pPhy+16j7VFPKff5+WFH/4HNWWHztzWXHWSg+vX8pnvP0pO0aio1ppIujdA+7vHQ465t9XhuLAo6udgIHgr2sK2bATwHm0dtLCUZaSDgq/Nwbm+Cm95G5rViH12HqkLCrvaq/ZT+3snuwXiTtPbfXR8WEnmtYmtSh1O597GsGN6uw/ficFrl6n8Oi0vl+HeVX/muNhUYCf7s5MT+noMJ/OG8XjKW1Gd3b826ygCWpDnbRsoCeaTrlJo1zo5bmwgeM4xqVPr5cQLYMpKfHDSOiET86i0kO+rqfMLMKZbErAqIYQQQgghhBh+pFeY6LfPX1jK5MKeu9SKs1L46srxCVhRT5qmkZdmjTkQB1B4gcbi7xpwnLOxMHMCLP8/BtLHDN+L5d42RftxRcATecgqLrJKwd7LDuLiBfFbSxiaQWPeNwxc+ScD876useARjWteMDDuutjecs29nKc0RXEOc/Xumm6BuNM6vAF+vCZc6YPk1nwQvKG7sQBQ/XFiX9emPjoV9TUeK3uexqwvG7jst0YuedzIxJsNEVdHe+9gmN7AwD8P1sW6xEGjh6iy2G18EDuT7HlKUf666lbp0VkF6x7W8TQn33vtazuqegTiABQaG3xj0IESYwuzzTVMMDV1C8SdZsUfcm6LycDN84sHeslRWfIDAyVXahhOFRYy2mD8jRoL/m34fsaL+DlV1ewZugJxCviUUupXIQJxZyil/gl8+tSPqcB/DfpCo6RpWoWmaUrTtO/F6f5mAd859eNhYFmYQBwASimvUuqbwJ9O3XStpmlLo7jfq4E/0HXc7ANuOvU8iQRZeMPNZBb2DINlF41i3jU3JmBFPWkGDWOaJeZAHIB9Vh5Zn56I8Zx2gJbRaeTdOwNTpi3m+ZNVs6eDo601eAOhv08kWnpp79/bc6bEby3haEYDOZ+dTMHX55F543iyPzOJEf9xAfY5MVRfM2ho5vDHtJo18tf83vff7RaIO62zo531f/1DxPMlA+/RNpQv/MGH50DP6lfxpPXx3jQQ7129MWXbyLxuHAUPziX//lldLWUj7D7hORh+M2TngcRvlAxL7/3YT/USVoxVy2tHcO+o77ZRLFDnpvHpPeje5GvT6dxU0yMQB2DEwIX+ySgU5aY6dporKDfVdQvEQVcrVW+YY1LNaoztvXCAaJpG3j3TSJmVB6cqBGpWI44VxWRelxzn2YUQQgghhBBiOJBKcaLf0m1mXvjyYv608Thv760lqBQrJxdw1+Ix5DgSv8NuMBSv0ChabsBZCQYTpI6I/UL5/up2mlxepo5IT6rHzdum2P4LRdW6ruCGKRXGXasx/YsahkFu3xAR7xLhEwAAIABJREFUkwWWfg3eDXGdOG0kzL4t/msKwzFSwzFy4B670ZdolL0Y+iTpmEsiv5+39taGHdtY3kyLy0dW6hDbmdrHw6AlOAqePQVSR4KrOsSgBqOieB7jrbeOn4YkbAd62oiFYdoa01XJMX/O4NxvoLMrEBeK3wXH3lRMuT15HjdvIMhP3+pZkebMOCaq9AzGGMOnT//hnYCHnu8dRk3j8dvmMiJjkNOf/WS2ayx4WGP2A4rOZrDngSkleZ4LMeTdAMw/9c9PKKXe6M8vKaX+qWnam8CVwKc1TfuKUqpnSvX88wPObui6UynV3yvejwC30nXcezvwUX/vUNO05XS1ujUBAeCzSqk3+71iMSjsGZnc9qP/Zcdbb1C+fTOgMX7BImZffjW2VEeilzcoUucXYJ+bT6CxE81iGJAwnK+yA70zgKXIgcGe2Laz56pzt/KDj5/j/ZO70ZUiw5rKHVMu4oHZV2FI9Bf5c5jtGuNv0jj4l57f8RxFMGpl8nyfMOfbMecPTJVezaCRMjMP97bQG2HssyMPmRzZvCHs2NFtmwkG/BhNyfMa7RdDH89/X+ODzDYuE4PDjO4MERgyaqTMyIv/oiLVy0OoJfjx7Y1tUnbotsaAwW7COmZw2mUGnb6uQFwIutOPe0c9jkUjB+W+o6F7AnS8H75YskPZKNAzqQ1zTKopjSt8s7ES4r3DqJFzx5Sk+ewz2M3k3DoZ3e0n6PRjzLQOejBVCCGEEEIIIc43EooTEUmzmXngovE8cNH5s2NN0zTSBqBjx6HaDh76207213T1UrEYDdyyoJjvXjsNcwRtIgaD0hXrHtZpOXz2toALDj2nCHTC3AeT7KTi0n8FpWDDL8F9apd16XK45hdgG3otP/tr6p0a9dsVbeXdb8+fC2Ovi/w5CuhhekmeGU++ClZ9yZ4CKbnQGaYrSfGyxL6WNU1j/rcMrP+23qON6rR7hkbLxsunFfLrD46GHUtWGWM1xlymcfydnq/rybdrWNIG57F31UKgM/z4J/+eE23LsRbcvVS2AAio8J9Z1cE0GlXo0pVBpRiVnRyBuHOZHRrm4ZmjOO+VPLLaAUwD0oAOYF/FT692xunu7zv1/zpdbTwj8RRdl3tfp+t47bwOxWmaVgRcferHd5RSm/r7u0qpak3T/gz4gZciuM+5dD3+KXQ9h3copV7p/6rFYEpJS2fJzbex5Obk2Qwz2DSDNiDBJt/JDppfOEyg3t01r9lA6uKRZFxRkvAgiS/o5+63fsGxtrOBqzavi8d2riagB3lw3vUJXF1P0z+vYTBC2csKvxMwQOECmPd1A0ZL8n+nj1bGFSX4jrcTaOz+Bdc2NSeqykvBQPjvnUrXUUPwmNQ2LgPNZkJ5QlTf0iBlWk78F3XuEkwGsm6aQNNfDnRvo6pB5lWlQ6JlY8q0HFybQm/ysyX48e2NtTQD25RsPCGq2aVfOgbNPDhhqEBjZ68tc/217kG532h5ylp6XS+AmfCP1Rg9l8wwx6ToClMSHpMa7OakCeoJIYQQQgghxHAjoTgh4qDd4+f2326i0ek9c5svqPPnjScwGw1899ppUc17stnNL/5Rxtv7atGV4uLJ+Tx4yQQmFES2u7R2E90CcecqX62YeqfClp1kJ/YvfBAW3Q9NR8CWCRlFff/OEGdJ01j5uIHj7yhqNikMRiherlF8kYbBFPnzs2JSPv84EHq38IyiDPLSkqeSYX8ZjBqzvmJg0w911Ccyf2Mu18iekvjXcf5sjcueNnD0NUXrEUVKjkbp1Rp5sxK/tv744oWlrNlTw/Gm7ifOC9KtSdNKO5wFD2tkjoOjf1e46yF9DEz4tEbJ5YMXTLZlg2ZUqGDo59eeZIUYdNXXhUfFyWAGmYZOcgw9037Neu8X7PdVtTO5MD2GFQrRt5JHVk8DvgLcAZwbeXSWPLL6T8DjFT+9et9g3b+maanAxad+3KqUCl0SJIxT4SsJYJ11NZy58vlqpL+slLonkn9f07TJwFtAOl2tb7+glHou0vsVItkEO3w0PL23W1BH+XWcH1ZisBhIXzUmqnn99W7a/3miqyWkppEyNYf0VaMx5UQWOni7Yke3QNy5/rj/fb444zIcluQJMmgGjWn3aEy+TeGsAksGpOQMje/zsTCmWcj/6mxc2+rwlrWimQ2kzMwlZVpuVMHK0tnzqDoY+iN59PSZmCzJH9D6JM1sJPPqUlpeLuv6FDmHY8lIzHkDU7kvFilTcyj417m4Ntbgr3NhzLSRurAQ6+ih8T09beVoPAeaCbZ33zdgzLGRtiy5zw3lfG4KHWsrcW2pJdjuwzzSQdryIuyDWKHPmN77uR1jRpL9nfW+fxOFYnQgl3atkzZDz0Bftt7LjicF/loXpuzh24JcCCGEEEIIIUR3EooTIg5e2V7VLRB3ruc2n+ShSyeSbotsR2B1ayc3/mpDt3lX767hw8MNvPLAEsbn9z8Y17gvfAhCBaDlEIxYHNHy4sNkhYLoAoVDlcmmMe46jXHXxT7Xp+YW8ZeNxzlY29H9Pgwa37p8Uux3kCCjLtJIyTFw+AWdlrKuUFLpVRqlVyXPRSrHSI1Z9yfPeiKR47Dy8v1L+O36Y2daaV8yuYAvLR9LYUZyn1jWjBoTb9GYeEv87rPVU48rvxl7zcSe6zGQVK9LgAUl2aTZTHSEqmwBgMYxPYcKbzbLzMcYZ+pe5SBFC9GG6Rz5fVyQESJWJY+sfgj4X0I31nIA9wNfLnlk9Tcqfnr1/x2kZSyAMz2E3xmk+zifLDnnnwf18dQ0bTTwLnD6yvRXlFK/H8z7FCJeXJtrQ1euApwbqklbMQrNHNlGAX+Dm/pf70J1np3XvaMeT1kL+V+ZjSmr/98Nd9SHrkQM4A54OdxSzdyCcRGt7/9n777j26ru/4+/jrZtee94xI7tLGcPsknChrA3ZZRCCwU6oS3pt9DNr5QWKB2Ulpa9N5SwRzZJyN7LI8NJvLdsa53fH7JjO5bkaFiW4vN8PPxIfI9077Esybr3vu/nEwpaoyB+xGDPIrQ0Jh2xc7KInRN4+Gji2RewfemnNBw72mu5Tm9gzjU3Brz+wRIzPQNtopGWlUdcobN4I+YZmX5V0xso+rRoEi4Ov9fUydDFG0n73iSal1d0B3KLkzHPy0JrDrOA1wmEVkPcGbnEnZEbsm0es9RwVNdApj2h76BWEDM1PWRzORnGwgTQacDuPh0nEIx2ZlHUkckXhu0c1PZuFdAmvBdZ1saG93NEURRFURRFURRFCS4VilOUENh5pMnjWJvNQVl1KxNz3Byc8uLfy0vdBu2a2+38/Yv9/OXaySe9LkM/FwP3N65EpmiDjldum8lfP9/Pu5sraO6wMyM/ie8tLGTGiPBtOXIyUsYLUsYHv/VIxUpJ+UdOOhogcZSg6HKBOSu8Qk2hkGw2cu95o7n3vNGDPZWwUrtDUv6RpKNJkjxWoBl7iDeXvIw9X0Ne6/UYm7rbywodTL1bEJsbXs+fKIOWe84eya//t9Pr7SSCr2zDydU2oBfdJyuGa+sx2ux0uPmImZ0YxZyClKDPWVG6dAbiHjmJmwrgkbzFSxigYFzPFKznlEfgCoUQDSdxu2H+bkAIkQG4643ddTYxQwgx6cRBKeVmf7fpRtfj6QTKg7jeXoQQabgCcdk9FntKCCtKxLEd8dw92mmxY2/sQJ/iWyW25i8P9QrEHV9fi43m5YdJvOTkqwjHGz20ujs+PvjVtZTgM5nNXPubh/jqzVfYs3o59o4OcidMYtbl15JR2PeikkhiKkzEVJgY1HVKKWnbVoNlYxXONjuG4bGYZw3zKYB6qtDGGUm4cARcOMRSqf1oL2nAsqkK2eHAkBfHkbgm3njvLQw6DRfIKcQ7ut9LhV5D4tWj+q0kF2raGD1xC3No+vSA99uhYY51FIdNtThF98W+JdpKptsK3bZY1WfEYMjxrbuGoiiKoiiKoiiKEtlUKE5RQsBbZRwh8KtN5bK91R7HvtjtviWmJ7lnCLb9WyIdfcfM2ZA01tfZKZEiIdrALy8ayy8vUr/k/mz6q5P9b3cfaK3dISn7QDLvjxpSJ4RXsEkJvR1PO9n5XPfzo2K5xGaIR040Yx5m59wnjdjLNNTukBjiXO+7YdeWutPNc/LJiDfx+9e/4kiHHifuq8bY0HLIEc8IXT2tUk+tMxojdubrS/jSVoitx0mIxCgdj18/BY0fbbUU5WR0tkx92Me7PZy3eMknA9BKNanH/z1+KBNCRAH9lWY9JqU85mHsSV8n5ofvAr/yMn5759eJgvli73o8a6V092m1c4NCZNFd4c2TnVJKd+VD4oCP6Q7gOXC1bH1ECPGZlLLMxzkrStjRxHmpjKMVaKN9PzzUvqfOy1i9T+u6uGAGT2z5CHliv0lgXMpwChIyfZ6fEhliEhI569Y7OOvWOwZ7KmFNSkn963uxbOz+aGE90ETrukpSvzMeQ5aXlpHKkNDwXgktq48c/75tWw1O0YbJoMOYGsOwb5yG6agTa0UzWrOBqImpaGN861oRKnFn5qJLMlHy1kbibFFoPeyTRmMk05lIhbYOs9NEkjRjER0sNexgobUYXY99Uk2snqTrIrcrgqIoiqIoiqIoiuIfFYpTlBC4cmo2jy8tweHse4B/XlEqwxJ8uyIfXC0uPdFrfWt7E5UimPJjwYZHpKsGR9d6YuC0n2sQYoiFGPZ+AmufgNp9kDAcpt8KxZcN9qyUQVS3S/YKxHVxtMPGvzg596ngV6VTXKqa23l9/WFKqlvITozmmuk5ZPnxnjmQ6vfIXoG4LnprLMPLL+Wi++OJjY2FNMicERnvp+eNy2T/smMsPaphvT3H4+06pJaV1uHsdyQjO09UxIs2zjTso9ppps4ZRbKmlf/+9Bbio8OrAoFyyrkL34NYAriz877B1PODmLc5jQI29bOu3wC/DnRCEa7r8ezv9/tT4If93CYf99XmepZY/hVgA/4frpa7zwohFkgp3ffwUpQIETMtg9Y1R3GTOSNqXAqaaD+CERrP+53CxyB8fnw6P51+OQ99/Wav5UkmMw/Midw2mv7au3YVWz5ZQkPlMRIzs5h83oUUTJ0x2NNSBlHHvoZegbgust1Ow3slpN0xcRBmNTQ019aw7YtPaKw8SmJmFuPOOAdzYlL/dwyh9v31vQJxXWJlFAt1Exh9y3yio6MhCaKKI6MzQPTkND7/cjeFdUlMsud7vJ1R6lhgLSbfkYam8+NirWjmQ8NmhjkSiZdRVGubueKnN6MxqGM3iqIoiqIoiqIoQ40KxSlKCAxPjuHBy8fz87e2Ye8RjBuRGsMfrxjv1zrPG5fBvi/2ux07f7y7LlfejVikIaXYVfmqrQbiR0D+BeFbyWjArPknfLS4+/uGg1C+Ao5thzPvH7x5KYPq0Jduzh52aiqDxjJJfP4Qe62EwJrSWm595mtard2FgZ5YVsLfr5vMOcW+v88NlAOfen5+6Ksz0Vo0EEEdWmwOJ499to//VGTT7vR20kBS7TRT4uzdErVRRvGJ1VVsyYmGA85Efv2/Xfz2kmJiTeFZiUCJbHmLl5gBfxMTN+UtXnJv+YOLPPcV9F1Tj/+nBXG9J1oopVza342EEHmAX5XOpJS/xk0oTwhRDgwHftN5m4HU9XgmCSG03qrFBcGfpJS/FULogCuBKcA84B7gTwO4XUUZcIYsM/EXjqDx/dJewTh9ZgwJFxf4tc6occm0fnXUw5jvLdNvGXcWszJH8da+r6htb6Y4OZfLi2aRaBpaFbBWv/4SX73x0vHvm6qrOLB1E6ffcAvTL7p8EGemDCbLVs/dAqwHmrA3dqCLVxehBFvJhnW8/+iD2G3dhWbXvfsGl/z0PoaP79NBftC4C0x2SWszYyKy9sOkzUnjx+VcXD0Rg/R8+sKBkzxHGvnO3h+5k2Us51snoUGgQUOeM43G90uJv3CECsYpiqIoiqIoiqIMMSoUpyghctW0HOYVpfLWpsPUtViZmJPAeeMyfK7q1uXWufl8uP0Y+6t6n8PNSojiewuL/FpnXJ5g4p1DONjT1gCf/9b92MpHYdq3ID47tHNSwoK9w/u4oz008xhKbA4nP3xlU69AHIDV7uTu17aw5v9SMBvD42OMtbn/8ej00MwlGO59YytvbaoAvJ8syNPUUe5MdDvWs+WqEw1vb6qgqrmdF789M5hTVZQuxbgqevnDDIwF1gVvOvS8amGYpxtJKTfjpvqZECIF8Hzme+jZD0zFVTEuA6hwdyMp5Y+AH524XAjxE04u0Pa4lPJnneuyCyFuAb4G9MDvhBAfSim3+/cjKEp4iJ2TRdSYZCybqnC22zHmxWEak+xzVbcucQtzad9dh6O+94dlXUoU5nlZfq1zTHIOv0j2XKX2VNdSV8vat191O7b61RcYt/BsoswRdLWFEjTS5r1gqbQOZGZ8aLK1t/Ph3x/uFYgDsHW088Hf/sxtjz+NVhceYTNnm93LIDitDv8qgg6S2pd20b6rDkM/py72a45S5HTfXrtn61QdWlrXHcNpsZF8w9igzlVRFEVRFEVRFEUJb/6lcRRF8UtGvIk7FxRy34VjuWjiML8DcQAJ0Qbe/O5sfnzWSMZkxjEqPZY7FhTwzl1zyIg3BXHWQ0jJ52CzuB+TDtjzYWjnE8Gqt0i2Pelk+1NOGko8V9GKFOlTPJ8oNCZAQmEIJzNErNxXQ2WT+zRiS4edj7YfC/GMPEvxUvDTEA+xuaGbS6BKq1t4e7PbvAldZWUM2CjQ1pAk2nD0E5zradX+WjYdrA/CLBWlj0DTAcFOF6ynuyH9WUFe91DUM7A4UI/nZuB7PRdIKbcAD3Z+awSeE0JEztlkRfFAl2Qi7sxcEhaNIKo4xe9AHIA2zkDaXZOIXZiDLj0afUYMsWfmknbnRLQx6uXij5IN63A63Ieb7DYr5ZvWh3hGkUlKSfu+eho+LKPpswPYqjzs50cQU2GCxzFtkgldclQIZzM07F+/hg5Lq9sxS2MDZZs2hHhGnhnz4jyOaROMaOMip4qg9VAz7bvq3I7Jzn1SCx3s1lTQKqxofDi90ba9Flt15L8fKIqiKIqiKIqiKCcvPEqsKIoH9Xsle1+T1O6SGOMh71zBiAsFQjuEq5n1EB+t54dnFfHDs/yrDBcqNoeTj7Yf4/NdlWiE4Oyx6ZxTnIE2gBMwA0L2E95yqiuv++O0Sb76tZMjq7uX7XpeUniZYPIPIjeHPWwuJI2Gut19x8beJNDoQ/dcdjolz6wu54U1BzhYZ2FEagzfmpPPdadFUPLqJNS1Wr2ON1i8j4dS7pmC3S9LWo/0HRt1jUBrCLP3Oi/WlNZ5eSsUFGuPcdgZT4nD95ZoAJsPNTA51311OUUJQD/1Ggf8/r1IKWuEEGuA2cA8IUSKlLImmNsYYt4HHu78/+XAswOwjUYp3b77/b5zm8XAZOBXwH0DsH0ljHUcaKJlZQXWIy1ozQZipqcTPTUdISLn7/tA0poNxJ+bR/y5eYM9Fa/sNht7Vi+nfMtGtDodRTPmMGLyNIQmvPZR3L8VdXM6vVcLU1wVsWqf3UFHSePxZU2fHSR2YU7YP0+9iZ6USvPKCuyVfQM9cWflBhRw9ZV0SJpXHKZ13TEcjR3o06OJnZdN9OSB7Bofem3NTd7HW7yPh1LM9AyaVx3B2dR3Pzl2YU5Inx+B6iht8DgmEGzSllHgzGC007+KpNZDzehTo/2dnqIoiqIoiqIoihJhVChOCar9VS2sL68j1qTnzDFpmPQnX0HmRJXrJSv/z4nT5vq+9QjU7ZJUbpDM+o1GnYSIEG1WB998eh3ryrqv8nxrUwXzilL4zzenYdT5/xwJuhELQGsEh7vqVAJGnhPiCUWe3S/LXoG4LvvfliSPc5J7RniddDpZGq3g9D9p2PZfyYFPJHYLxA6H0dcJ8s4N7c9037vbeWntwePf761s4edvbeNQnYWfnTc6pHMZSJNyPVdCAJiU4308lHRRggWPatj4mJOjawAnmJJcgbiRV0fWcz7G6P09eZ8jBWsAHx8Tow1+31dRvNgBtOBfC9UWYGdwpwPAE7hCcVpcwarvDsA2hgQp5V4hxBfAGcCFQog5UspVIdq2tbON6mpcv8vFQoj/SSnXhmL7in+qD5RxdP8eomLjyJ88HZ3e/4pllm011L2863jtR0dtO9YDTXSUNZF01cggzVgZaB2WVl7/3X1Ulu47vmzHss8pmjGbC390LxpN+OyT5k+aihAapOwbftNodeRNnDIIs4osTZ8c6BWI69L85SFXy+BRSYMwq8AJvZbU2ybQ9FE5ls1VSJsTfWYMsWfkED0+NaRzqXt1N21bu/P+tiOt1L26B0dTB7HzT532x5lFo7yPF4TP3wFNtJ7U2ybQ8O5+OvY3gARtvJHYhTmYZ7hvLxquhMH7e/I4Rw76APZJI6mNrKIoiqIoiqIoihI4FYpTgqLD7uDu17awZOvR48vio/Q8dOUEzi3O8Gudm/7eHYjrqWIFVK6HjOn+ztZFOiU128FugeSxYIhTIbuB8OSK0l6BuC4r9tXw7Opybju9YBBm5UFMCsy7G5b+oe/Yad+BpBGhn1OEKfvAc2WDsiWS3DNCOJkg05sFU34omPw9icPqCkKFWllNKy+vO+h27D8ryvjWnHxSYyOnLYo3Balmzh+XwYdu2qSelp/EtLzwOpkVnSaY+4CWjkaJtRliMkCji7y/K2eOSSfGoKXV2rcypgbnSQbiJND3Z4816TinOD3wSQ4Qp11ydA1YqiTx+YK0yZH3+xuqyh9c1JK3eMnzwB1+3P258gcXtQR7TsBLwN3AJOB2IcQnUsq3TvK+8wdgPpFuMbAG0ADPCiFmSSmr+7uTEMIAzApkw1LKdUKIR4Gf4ArGPSeEmCylVL23woy1vY0ljz1E6cavjy+Liotn0fd/yvAJk3xen3RIGv9X0t0MuQfLhkrMMzMx5ATWfVk6JB3ljWB3Yhgeh8akDtEMhK/eeLlXIK7LvrWr2bH0c8afET4XP8WnpTP5/IvY+MG7fcZOu+QKYhJUxV1vpFPSur7S43jr18ciNhQHoI3Rk3hFEQmXFiIdTjT9hIcGgvVQc69AXE9Nnx8iZmYmGuOp8V6WWTiK3HETObh9S5+xgmkzSMnNC/2kvNCnRJF663gczVZkhwNtkimiKsR1iRqXQsP7peDoe3zJih3DSeyTSiTCzT6pJtaAqSh830el3UnbzlqczVb0WWaMefGDPSVFURRFURRFUZSId2ocpVAG3R8/3NMrEAfQ2Gbj+y9t4uMfn05+SoxP62s6IGk+4Hm8YoUkY7r/B3YqN0jW/8mJpfNYqcYARVcIxn9HqAp0QfbWxsNexiqCEoqzW62sfed1diz9DEtTA+n5hUy/5EoKp83wfWULFkNiPqz9J9Tsh8ThMO0W15fSrzYvzeHaaoO3HSnloL1WhVagixqUTbN0T5XH1pZWh5NV+2u4dLJ/LUTC0SNXTyIhegdvbaygw+5ErxWcPy6T3106brCn5pExXmCM4OPWZqOOBy4bzz2vb8Hh7H6yaTWC6TnxrDngucvk7Cw9c0ZnkZ+RxE9e34KlR7DOqNPwl2smEW0Iz4+edXskq+9z9ngPkyQUwdwHNESlqs8FEeIfuKqx+fILk8DjAzEZKaVDCHE9riBXLPC6EOL3wO+llG4u+wAhRAau9py3nzDHsCOlzAvx9r4WQvwK+B1QAGwSQtwgpVzq6T5CiIXAn4GeZZX8fTx/CVwCFAEjgYeA7/m5LmWAfPHUv3oF4gDamhp558+/49bHnsSc6FsQxnq4GYebNnTH1729JqBQXNuOWurf3X+81Z0waIidn0Pcmbl+r1Nxb+fyLzyO7VgWnFCctc3CmrdfY+fyL2hvaWbYyDHMuPRqvwKZC7/5HZKzc9j88RIaq46RkDGMKedfTPH8MwOe56lO2p3IdrvHcW+vaZ+3Ncj7pEI7OBUO2/f0veixi7Q66ChrImp05AYPT3TxPb/g86f+yZ7VK3A67Gj1esbMXcAZN9/e/50HiTbW4Pr0GaG0sQYSLhpBw7slvT+5aQW6jBiocNfdwaUlV5A8OpPohFjq39oL9u4VCIOWpGtHIbThuX/XUdpA7Yu7cbZ27yoYhseRfNNYtDGqup2iKIqiKIqiKIq/wvPMpBJR2qwOXlt/yO2Y1eHk5XUH+b8Lxvi0Ttm3QE3vcTdX65+slgrJql84e3XIdFphz8sSQ6yrHaISPA1tbs/7Aq7gZKCklLz90G85uG3z8WVH9u7i3T/9jnPv+BHjFpzl+0onXuP6GmCr9tfw8rqDVDV1MDozlptm5VGY5k/nt/CRUAj1ezyMFQT22mpqt/Hop3t5a2MFTe02JuckcNfCQs4cE76Vp4JNp/XeilMXpgd3/RVl0PKHyyew+LwxHG6wkBkfRVKMar850C6dnMXI9FieX3OAA7WtDE+O4YaZuXxdVseaA567TP72mtnH38OmDU/ktfWHKK1pJTcpmmum55AZP0hp0n44OiQrf+6ko7738oZ9sOb3ThY+Fj4t1RTPyh9ctCNv8ZJ7gEd8uNs95Q8u2jFQc5JS7hRCnAP8D0jBFay6UwjxEq6w3EHAAOQDFwLnA6Yeq/gP8JeBml+kkVL+XghhBO4DsoAvhRAbgFeAPUAVkAqMB64CJve4ey3wIymll8tuvG67TQhxK7AMV/DyTiHEO1LKz/z+gZSgamtuYveqpW7H7B0dbP/yU2Ze7uPne6f3DKX0dKXCSbAeaaH2pV29quBIq5OmTw+gidVjPi2yWt2Fu/YWzwVBO1oDLxbqsNt544H7Obqve0fo0I6tHN65nYvuXkzRabN9XueEM89jwpnnBTy3/rTtrsOy/hiOFhuG7FjMszLRJYfnZ7aToTFo0SWbsNe2ux3XZ/p2weaJHC1Wmj49gGVzNdLqwJAXT9yZOZgKw7fyVND1s08aiZXvnz8HAAAgAElEQVTJvDFGR3PB9+5hwU3fpqWultiUVKLMEZw4ixDmmcMwZMXSsuYojoZ2dGnRmGdm0rathqYK99XzEVB0w3S0ca7q+cYRcbR+XYmjvh1dahQx0zJcgcEw5LTYqHl2J7Kj9wFx64Em6t/YS8o3iwdpZoqiKIqiKIqiKJFPheKUgFU3d9DS4flK3LKaVp/XGZcH0Rlg6ds1D4DMmf4fZCt5V/YKxPW0703JqKtl2F41GImmDU/ks11VbsemDA/8wHH55g29AnE9rXzlOcbOW4hmkK6g9uYvn+3lL591t/BZV17Hq18f4t83TWP+yFS/19tosbHjaCNxJj3jskJfrmrU1YI1v+t7glBoYeSV/r+urHYn1z+5lm0VjceXbTzYwLefW89fr53MRROH+b3uSHLO2HR+894O7G5O0kYbtAE9d8JZfLSe+OjAns+NbTYeX7qf/20+gsXmYGZ+MnctLGR8dgSXdRtAY4fF8YfLx/dalp0QzZ8+3uO2teqM/KReod60OBPfO6NowOcZDIeWyj6BuC41W6GhRAYc6lVCo/zBRY/mLV4C8DDeK8ZJXIG4Rwd6TlLKNUKIcZ1zug5XOO4HnV+efAw8IKVcMdDzizRSyvuFEMuBR4FiYGrnlydNuMKFf5RSuv9AevLbXiGEeBy4C9fz62khxHgpZUMg61WCo6m6Cofd8z5pw7EjPq/TkBOLJkbfq2JLT4G0YGxZfcRtWziAluUVKhQXZMNGjaFit/sM9LCRvl3A587etat6BeK6SOlkxUvPUjh9VlhWpG/4Xwktq7pfG9byJlrXHSPlluKAWvY5Wm3YjraiNevRZwQWQvOH+fRsGt7e33dAJzDP9n+/0dnhoPrfW7FXtR1fZi1rpOapRpJvKj6lqqN5EzUumaaPy92OaWJ0GEecmvtX0XHxRMcF9rNZmhpZ+/Zr7P1qBXa7nbwJk5lx2dWk5AwP0ixPLYacWJJOqMgqjDqavjzk9m+oaUzy8UAcgC7BRPzZkfHYtm6s6hOI69K+uw57fTu6RJPbcUVRFEVRFEVRFMU775f3KcpJSI01Em3wHDoanhTt8zqFRjDhNuH2GZo6EYbN8nmVxzWWeb6iv70WOho9Dit++O78AnRurhQ2aDV8NwitU0s3rfc41lpfR2WZm4Phg6ysppXHPt/XZ3mH3cn/vbUNZz9VKdxxOiV/+GAXM/7wGd94ci0X/m0l5/1lOdsOh/YJnXOGhknfF+h7HLeMSoGZ92tIGuP/iaAl2470CsR1kRL+/MmegCp1RJL0OBM/Ost90Ojn548m1jTwLTVaKiTbn3Ky4REnZR84cXSE/2Nvsdq59t9r+NeyUo40ttNgsfHRjmNc+cRq1pd7bv+j9BYfreeJG6cSa+p9TcXIdDOPXuN7a7Bw0dpPTqK/cSW8dAbdxuNqi3pi+Z+WzuXjQxGI6yKlrJRS3oCr9eYvgM+Bo4AVsADlwKfAYmCslPI8FYjzTEr5Ka7f8TnAP4FNQCPgAOqAncDzwE1AjpTynkADcT0sxvX7AsgG/h6k9SoBik1JRaP1fM1ffHqGz+sUOg1x57o/mW4anYSpIMHndXaxHfN84Zi9pg1pD6A0utLHjMuuBjehNL3RxNQLLw14/WVe9knrj1b4FcocaNbDzb0CcV2k1UHDO/7tQ0uHk/p39nP0/62l5j/bqPzLRir/tglbpe8XSgbCPCOTuHOHI4zdx6m0CUZSbhyLPt3/kJ5lQ2WvQNxxTmj6pNzv9UYafWo05nlZfQcEJFxYgNAN/KHm/VXNPPTRbn7x9jbe3nSYDns/7SbCQHtLC6/88mds/OBdWurraG9uYveqZbx8/0+oKi8d7OlFDF2CkeTrRiP0vZ9n+iwziZcXDtKsAueoc1/dEgAJdm/jypAlhCgXQsgeX1f4cN8xJ9z3mSDO6+Ye653p4TbZQog+ZTd7/EwfBWs+nev9dY85+b5joPisx+P9xGDPRVEURVEURVWKG+J2H2vi8S9LWLW/BpNey4UTM7lzfiHx0ScfrIgyaLlqajbPftW3G5FeK7huRq5fc8tZqEFvlux52UntLjDGQ965gtHfEAFVcotKEbgKhPSlNYE+srtXhp1peUk8edM0/vDhLvZWus5Nj8mM4xcXjAlKhab+qsB5Ozk2WN7fcgRPGa6KhjY2HKxnep5vV5k/9vk+/rW894HU3ceaufGptXx293xSzEYP9wy+oss1jFgkqd0BQgfJxaAJsPrisj3VHscO1FoorWmlIHVovHivHhfP5qX72GVPQxuXxqhhCdw8O485hSkDvu2S95xsfExC53na0v/Bzuck8x/RYB4WftUvury54TC7jjb1Wd5hd/LQR3t47bsBJK2HmHlFqaz5+Zks2XaUqqZ2xmTGsXBUGpoIbpNkzg5sXAk/nS1R78pbvOReYCwQCzQDO8sfXBR4nzxASvkM8IyP9ykF/l/nl7/b/TXwax/vU473ynmDTkq5wMfbS1xBwk8D3K5Pj4uUsgVXu1sliI6V7GPdO69zeNd2DNHRjJm7kOkXX47BdPItHKPj4hk1ex67VnzZZ0xnMDJu4dl+zc18WibaGAPNyw9jO9KCJtZAzPR0YucF9sdBG2fE1ie366KJ0YUkVDKU5E+aykU/upeVrzxH/VFXECyjoIgF37yNpGGB/6HXaCJvn9SyxfP+le2YBVtlq88BssYlZbSuOdp7XRUtVP9nOxk/mYrGGLrHIW5hLubZw7AebEYYtBhyYgNu69m+10NpYcB2pBVHszVsWzMGW9N4HV+u3cZoexZZ8RlEZcdhnjMsoAqDJ+ufS0v440e7j3//4tqD/O2L/bz8nZmkx4VvJa3Nnyyh/mhFn+XWtjZWv/4il/70/kGYVWSKGpdCZkEClq3VOFttGHJiMRYmhGVFzpOlS/HymUcQ0W2tlZC6FHjzJG970gG6YBJCaHBV3n4AmIBrP11RFEVRFEVRBlT4HZlTQmbr4Qau/fcaLD3aoP1rWSlLd1fz5p2zMftwwPLnF4zhSGM7n+6sPL7MbNTx4BXjAwqqZEwXZEwPbuvL/AsE5R+5TyQNP0egNUTuQZRwtXB0GgtHp3Gw1oIQkONH9UBPimbMZuMH77odS0jPJC1vRNC2FSxtNu9XMVvctCb0pt3m4Nmvyt2ONVhsvPr1Ie5aGNorZrVGQdqU4K3P0M+JQYN26Jw43LBhAznaRqZkGLjjjutCduC3+bDsFYjrYqmE9X9ysuDR8GtT3MVTC2dwtS5ubLMRHzXwVfZOFTFGHVdPyxnsaQRN9nzB1n9J2mv7jqVOhvh89bkgUnUG4NYN9jwURfHs0I6tvPmHX+GwuVqUtjU3sebNlzmwZSNX//pBdPqT//t85i130NpQz8Ftm48vM8WYueD7PyE2yf+LB6KKk4kqTvb7/u7EnJZB+043f3iAmOmqdepAGDlzLkUz5tBQeRStTkdcSlrQ1l00YzY7ln3mdiwtv4D4tPSgbStYZD/7nE4Pbfw83r7NTuvXx9yPNVuxbKrCPNP/1qX+0Bh1mIoSg7Y+rxdnin7GTzEbN26kXFuNI8/EjFsuCdl2tx1u7BWI61Ja3cov393Ov26cFrK5+Kp0g+ePpKUbv8bpdPQbsFW6aaJ0mGecOn8voyen0fjJAWR731bwprHJ6BJCd6GrEtEWCSF0Usq+T6S+Lh/w2bj3DeCvg7RtRVEURVEUZYhSobgh7E8f73EbvtlT2cwr6w7y7XknHyYy6bU8edM0dh1t4uvyOuJMes4am+5TsC5UUsYLJtwu2Ppk73BHygSYcLt/BzGllLy07iAvrjnIkcY2ClPN3DI3nwvGnzoHaIIhNzl4Ybgu2aOLGTtvITtPqAqh0epYePNtYXml6OyCFB5fWuJ2LNqgZXKub62YKhraaLDYPI7vPNK3QlakuWB8Jq+tP+x2bEJ2fFCDluGqvKaVXUca+HzjXmKBqVOnhvT5feDjvoG4LtWbofWoJCYz/F5vAP0VhQjDtwklhLQGwbwHNaz+pZPWHsVNkoth5n1DJ3CrKIoyGJa/9MzxQFxPR/fvYfeqZYxbcNZJr8sYHc1V9/2eYyX7OLp/D1HmWAqmzUBvDL/KQVGjk4hdmEPz0kO9ipibRiUSd6Z/ldYdTicv7lrK63tXUdXWyOjELL417iwW5IwP0qwjnxCCxIzgB7NGTJ5GwbSZlKxf02u5zmBk4U3fCfr2gsFYmEDrWvchNk2MDsMw3y5utFVbkDbPbX9tR0LbQnUgRI1PoW2H+zCrsSABjQ8dFyKVrcqCpaKBiq1lgGufNJRe33DI49hnu6qob7WSGBOm1fq87JQKIRDhXdRXGWCaKB0p3yqm9sVdOJusx5cbCxNIuqJoEGemRIhqIBVIBOYDn3u7sRAiD5iM6yifk9CeI/S6LSllXojmoQwwX6uyK4qiKIqiDKTwSywpIdFuc7Byf43H8c92VfoUiusyJjOOMZlxgUwtJEZdqyF7geTQlxK7BVInuapa+Rswuf/d7byw5uDx79cfqGf9gXp+fv5obp9fEJQ529tc87VUQVwuZM0TaPRq3wLgvDt/TE7xBLYv/QxLUyPp+QVMu/Ay0keEtjrayZpTmMysEcl8Vdr3gPptp48gzuTbwfTkGAM6jcDudF8BMTU28q8onT8ylQsnZPL+1t7teGIMWn510diA1r2mtJYdR5pIjTVyzth0TPrwujq7sc3GPa9t5vPdVZ1tdwtJ1bRybXZon9/tnrsFAdDRADFhmgM+pziDLz204J1TmOzza0459SQUCs5/XkPlBrBUSeJHCJLHqr+xiqIoA6m1oZ5j+/d6HC9Zv8anUFyXjIIiMgrC/wRy/Ll5RE9Jo21bDdLuxFSUiDHf/9aDP1vxNEtK1x//fu2xvaw9tpffzr6eq0fNDcaUaba2saR0PdVtjYxOymZhznh0qrIRQqPh4rt/zrYvPmbH8i9ob2lhWNFopl14KSm5eYM9PbeixqagzzZjO9y3jW/swlyfW/hqzd6DSJpToK1o1PhUTJuqaN/Te8dIROmIv8D/ztpSSjr2NWCrtKBNMBI1JinsWig7WqzUvbKHjv0NAFzCNKp0jYwK8T5pTUuHxzGHU1JvCd9QXNH0WRzd27fKHUDBtBkITXj9zpXQMw6PI/Pe02jfW4ez2YY+y4why//uK8qQsgkYC2TjaqHqNRRHd5W4FcA01DlCRVEURVEU5RSnPvAOYYJeF6WfMHbqnwiOyRCMvi7wn3N/VUuvQFxPf/lsH9fNyA04cFG9VbLqPie25u5l0emSeQ9piMsN/u/KYrXzVUktTgmzCpLDsuJfT0KjYdzCsxm38OzBnspJEULw35un8aeP9/DGhsM0t9vJToziO/NG8M3ZeT6vLyHawDnF6Xywre+V/kJwSrQ5FELw12snM39kKm9trKChzcaU3ARumZvvd4vmmpYObn12PVsONRxflhRj4B/fmMKsguC2yArE3a+6AnE9VTtjuP2lrXx293x0IWodmzQKypa4H9OaINa/oiYhcdnkLF5ff4iNBxt6LY8xaFl83phBmpUSboRWkHEaMAQ+AymKooSD/i5IEuLUDwjoU6PRnxH4h6gt1WW9AnE9PbLhHS4pmIFRF9g+6fLD2/nRl//BYu8OpeTFpfHfc39Aljn4n52d7XY6ShtBIzCOiEdjCO/wnUarZeLZFzDx7AsGeyonRWgFqbeOp/GjMiybqpBWJ7qUKGLnZxMzPcPn9emSTBgLE46HpnrRQMyU4LWrHSxCK0i+aSyt6ytdj1mHA+OIeMxzstAl+VeR0t7QQe0z27Edsxxfpok1kHLTWAw5scGaesBqX9iFtbx3Bfo0ezyNL+7B9IMpIZvHhOwEt8c9wHWxYFZiVMjm4quJZ5/PrhVfUn2wvNdykzmWOVffODiTUsKO0AqixoTP8SglYkjgHeB7wCXA9/u5fVco7k1coThFURRFURRFOaWFd9JFGTAmvZbTR6ay1EPlnHOK00M8o8j1xe5Kj2NtNger99dw3jj/yyfZ2yWr7+8diAOwVMJXv3Zy7lPBPTnwwpoD/PHD3TR32AFXaOTuc0Zx61z/r3xW+oo26PjVRcX84oIxWGwOYo26gFph/ubicZRWt7L7WPcTRSPgvkVjGTss/Ks3ngyNRnDVtByuClLI757XtvQKxAHUtVq57bn1rLz3DOLDoP1NSXVLn0Bcl/JaC5/tqgzo/cUXuWcJdr4gaXMznYJLBPoY35+/VU3tOCVkxA9sWzOTXssL357B06vKeXdzBa0dDmYXJHP7/BEUpoXPySZFURRFGUqi4xPIHDnaY+WcwukzQzyjyPXlwa0exxo6WtlUVcLMYaP9Xn99e0ufQBxAeVMVP132NC8t+onf63anedlhmj4/gLS62nEKk46ERfl+hbUUzzRROhIvKyLh4gKkzYnGFNghwsQri6h5chv22vYeGxEkXl6ILjl8w0q+EFoN5hmZmGcEZx+s7qVdvQJxAM5mKzXP7iDz3umIMKhibj3U3CcQ18V2pJX2/Q2YChNCMperp+Xw5PJSalutfcZumZuPUef74+Vo7AAh0MYNbIU5Q1Q01/zmj2xY8g57Vq/AbrORN3Ey0y++koR09d6mKKeqvMVLzEAxEAs0AzvKH1zUt0xr4N7GFYrLEUJMlVJucHcjIUQGMAtXkO4t4A9ubnMz8HTnt7OklGtOvE3n7cqB4cDHUsrzvE1OCLEA+PKExWWdx8KflVLe7Os6AyGEGA0sBs4E0oAqXJXzHvb02PW470XAt4CZQDLQiKta34vAC1JKj/3khRDDgO8CZwEFuFreWoAK4AvgMSnl/h63zwQOAxrgUSnl3V7WfTvwROe3k4C7gO/gapGbLaU86uW+ZUAe8LyU8iYvP/5JE0J01eP4l5Tyu8FYp6IoiqIoir9UKG4I+9m5o9lQXn88/NSleFgc10yP/MpSoaLpN8gUWMWZw8skVvfHH2kqg5rtkpRxwalqs3RPFfe9s73Xslarg9+9v5OshCjOG6cO1AWbTqshLgiVvlJjjbz//bl8srOSDQfqiY/Sc+mkLHKTo4Mwy1PPwVoLy/e5DwU3d9h5e9Nhbp4z+EHQfZXNXsd3H2sOWShOFyWY/7CG9X9yUtN53lVrcgXiJnzHt/egr8vreGDJLjZ3hhLHZcXx8/PHMKcwJdjTPi7aoOOuhYXctTA82yoriqIoylA0//pbeOOB+7Fbe4etskaPZdTseYM0q8ij6a+qXgAX3wD8r3Rdn0Bcl41VJeyrP0JR4rCAttHFsqWKxg/Lei2T7Xbq39qHNtEUsvDNUCK0GkQQ9kl1CSbSfzyVtu01WA+3oInREz0lDV28MQizPPVYK1qwHnS/v+dssWHZVkPMlMG/YNV2rLXf8VC9LpNiDLz4nRnc+8ZWthxuBCDWqOOWufncuaDAp3W1762n8cMybEddP58hN5b4RSMwDh+4iwqN0THMvup6Zl91/YBtQ1GU8JC3eEkxrlDSjUDPFhcteYuXPA/8o/zBRTuCuMnlQB2QhKuFqqdg16W4AlZrpJQVgVygHcGuBf4I9ExDZwPXAVcKIW6UUr564p2EENG4gm+XnjCUCpzT+fVdIcSlUso+lxQLIa4H/gOceGVwfOfXWOA7QogrpJRLAKSUR4UQX+IK710phLhHSump+dM1nf/ulFJuEUK8iCsUpwGuAv7q7k5CiFm4AnF0/nyKoiiKoiinHBWKG8LGDovj7bvm8O/lJazcV4PJoOWiCcP49rx8og3qqXGyzhqTzgMf7MLd7kiMQcvcosBCHm3uczvd41WSYLV6++/KMo9jT60sU6G4E7RZHawprcUpJTNGDH6bWZ1WwwXjM7lgfHBCUq3HJNZGV1tMXdSpdZDkUL3F7Wu2y8G6tqBsx9EhcVjBEOvf45ce572CWuYAV1g7UWy2YOFjWloqJB0NEDcc9GbffradR5q48b9rabd1Xzi5vaKJbz39Na/ePpPJuYnBnraiKIqiKGEqa/RYvvH7P/P1e29yaNd2jFHRjJm7gCkXXIw2wHafQ8mZuRN5fMsHbseSTbFMSfMtLHKiY6313sctDUELxTWvqHA/IKFlVYUKxZ3A2dHZZlYITAXxg15ZTOg0RE9KI3pScNqlHmyqpslqoShhWMAtgMONva7d67ijn/GT5bQ6wCn9rgSo7SfU2N94sI3OiOPd781lf1ULjW02RmfEEuPjsZiO8kZqnt0Bju6DAtaDzdT8Zxtpd01CnxET7GkrijKE5C1e8mPgYdwfsDcDdwDfzVu85J7yBxc9GoxtSintQoj/Ad/EFdq638NNe7ZODaX1wGTgYuA3ncsWAUdwhflC6VGgFXgE+ARXSO1y4NuAHviXEOIzKWXtCfd7DdecJfAS8Dqu+WcAVwPX46rCt0QIMUdKebysqRBiOvAcroBaGfAYsB1oB/KBW4EFgBH4jxAiR0rZVcniJVyhuBxgBtCncp8QIh04vcftwRWUPAjk4goCug3F4QoDAlQCn3m4jaIoiqIoSkRTyachrjDNzENXThzsaUS0vJQYbpmT7zZQ9tNzRwUclIrLE7j2tTyM5wcvrLSv0nP19j39VKwaal79+iAPLNlFU7tr/9Rs1HH32SO55RRoM9t8WLLhz06qt7i+18VA0eWC4psFQnNqhOPyUmLQCHB6eGmNSA3sILilUrLlCUnFSom0Q3wBFN+sIWuub4/f5NxExmTGseto33KRsSYdiyYE5+Sjr8xZAnOWf/f91/KSXoG4LlaHk8eXlvDkTdMCnJ2iKIqiKJEkdXg+F3w/uO03h5rilFwuL5rFW/u+6rVcIPjZ9CswaAPbJy1K8PyZUyMEBfHBu3jKXmnxOGbzMjYUNa+soOnTA8gOBwAiSkfCBadGm9k9dRX8cvWLbKl2HWeJN8bw7XFn850J5w7yzIJHn+q9payun/H+2GraaPygjPbdteAEfbaZ+HPyMI307SIkY2EC2iST25CeJtZA1JikgObpr8I0c/838qD5y0O9AnFdpM1J8/LDJF09KpCpKYoyhHUG4h45iZsK4JG8xUsIVjAOeAdXKG6cEKJASlnSa4NCJOIKXkGIQ3FSyhZgsxBiUo/FO6WU5aGcRycLcLqUcmOPZR8KIaqBn+Oq2nYh8GzXoBDiRroDcde5qST3PyHEp533mQZ8H1cwssv9uAJxNcBcKeWRHmOrgBeEEC/hCqhl4GrNurJz/E3gcVyBuatwE4oDrgC6rox4CUBKKTvXuRiYKYTIlVIe7HknIYQWV6AP4DUppcPNuhVFURRFUSJe4P0RFEXh/gvH8ug1E5k6PJGMOBPzilJ4+ubpQWm/OGwWmD10s02fBvFBDMUNS/BcdWpYQmAHZE8lK/fVsPitbccDcQAtHXZ++/5OPtp+dBBnFjibRbLs7u5AHIC9FXY9L9n5rJfSahEmKyGKs8e6b0WTGK3n0sl+Jr4Aa7Pkyx86ObzUFYgDaCyB1b90cniZ74/hP74xmezE3q+/WJOOf90wddCrE/rj6zLPF4B+XR7qi0MVJThsFsmxdZKqjRKn/dR5r1QURVEixwNzbuS3s69nfMpw0qMTmJ89jqfP/QGXFM4IeN3n508lPdp9hbZzh09hmDl4oRhtgueqU6GuSBXOLNtqaHy/9HggDkC2udrMtu/zXtkv3NW2NfGtj/9yPBAH0NjRysMb3uGZHZ8P4syCS58Rg3FEvNsxbbyBqGL/uw44mqxUP7GF9p2uQByA7XALNc9s9/n5ITSC5BvGoIk19FquidGRfOMYhC7yDi13lPe96OxkxhQlnDnb7LTtrqOjtAHp6QpQZUB1tkx9uN8b9vZw5/2C4WNcgS/o2+ITXFXa9MAmKaXndjGnvr+eEIjr8u8e/x97wtgPO/99x11rVQAp5XNA1weVO7qWCyE0uNraNgDPnBCI66nneo8fmJZSNgJLOr+90sN9u1qnrjnhd/tC1zToDr/1tBDoOkCuWqcqiqIoinLKiryz6YoSpi6bnM1lk7ODvl6hFZz+Rw1f/cZJ/Z7u5RmnwYxfBPfg4zdmDGfjwQYPY7lB3VYk++/KUo+tN/+zoozzxgWnfelgOPCJ9Niyd9+bklHXSXSmU6Na3ENXTMRi3ciKfTXHl2UlRPGP66cEFDYrWyKxVLoZkLDjGSfZ831raTQi1cwX9yzg4x3H2FvZTGZ8FBdNzCTWFJntg2JNemh03woo1s+WPoOhrKaVtzdV0GCxMnV4IuePy8QQwAmhBouVF9ceZNmeagw6DeePz+DKqdkYdYPbAkvp3+6Xnex6XmLv7LpsSoLJP9CQPf/UeK9UFEVRIoMQgqtHzeXqUXODvm6TzsB/z/0Bdy/9L3vrXe1NBYKzhk/k93NvCOq2YmZk0vh+qdsx84zIr4AWLC0rvbWZPYKpyLdqYOHk9b2rqGt3X8X+v9s+5YYxC9BpTo3PyEnXjab2hV1YD3QHsXTJJpJvHBtQ2KzlqyM4W2x9B5zQ9NlBn58fhmFmMn82Hcu2auw1beiSTERNSEVjiMzfg8akxdHhvhiOxhQ5P1NjmeTg5xK7BVImCLLmgUbr/z6Io9lKy5qjdJQ0IAxaoiekEj05DRHAOpXQaPyknJYVFcjOqvzaeCOJlxdiGjU4lRyHsLtw3zLVGwHc2XnfgEgp24QQHwOX4QrFnRjQG6zWqeHmE3cLpZTlQgg7rnOmx188QogUYGrnt1/0s+6PcbU6LRBCZEspD0spncDcznV5++N+rMf/T7wS5EVcv79cIcRMKeXxanFCiMyu9dPdOrXrZ9ohhNgMTMLVQvXPJ6y3q3VqiZRybT8/m6IoiqIoSsSKnLPPyilp08F6nlhWwoYDDSRE67l8Sha3zs1XIYATxGQKznpCS/1eV9gmdjjE5Qb/oNSVU7PZXtHIM6vLey2/dnoON6hQ3HF7vbWZPRbZbWbrdnses7VC8yFILAp8O8L6M1kAACAASURBVO02B0u2HmX9gTriovRcPjmbURmxga/YB/HRep6/dQY7jjSy40gTabFG5hWlog2wRWzVJs9X5DaVQ3udxJTk2zYMOg0XTQxeq9T2OknJe5LqzRJdFOScIcg9Q4TkYPdlU7J48EP3T7TLJvlfoS+U/ruyjN8v2Xk8HPvcVwd4LHUfL317JhnxnituelLZ1M6VT6zmUF3b8WUr99fw7uYjPHfLaZj06m+irzYcqOOVdYeoau5g7LA4bpg5nKwBqHha/pGTbf/u/Zpvr4M1v3NyRoaGpFHqBJKiKEq46yhtoHl5BdbDzWjNeqKnZWCeNUyFAE5QmJDJe5fex5bqMqosjYxKzCI3LjXo2zHPHobtSAuWjVXdCwWY52QRPSkt6NuLVLZjrX6NRYJtNQc8jlW3NXKstZ7sWP+rqHWx2Dp4v/RrttWUk2SK5dLCmeTHu68mPlC0sQbS7piI9VAztspWtPFGjAUJiAD3STtK3F/sCGA90IS0O30O3Qm9hpgpwXt87I0dtH51lI7yRjRROqKnpBE1LgUhBv69N3pyGs1LD3sciwQ7nnWy85nu/ZD9b0sSCuH0P2swxvv+GNpr26h6YivOZuvxZR1762nbVk3yTcXqb6If1hzZzVv7v6K+vYXxqXlcO+p00qLdV4cMRPPKCpq/ONRrmaOxg5rnd5H+w8noU6ODvk2lr7zFS8zAjX7e/aa8xUvuLX9wkecDzifvbVyhuNlCiFQpZTWAECIGOKfzNkM9FOf+D4BLB65zpj3Pm07s8f+/CSH+dpLbyT9xW50BOYQQcUAhUAQUA9OBeT1ueuIf6SVAI67Wrie2UL2y8/YOeleb6/ICrlDc1J5tdYUQBrqDki+5uZ+iKIqiKMopQ4XilEGzbG813372a2wO10GcmpYOHvpoD6v21/DcLTMCDqacihJHChJHDuw2fn1xMTfMHM6nOytxSsnZY9MZmR5YWOlwvYWnVpazrrwWs1HHpZOyuHJqNjpt5LXZAMiMN1HR0OZ+zEsL2khg7Of4XH/jJ6OyqZ3rnlxDaXX3yZp/LSvlJ+eM5HtnBCFx56PiYfEUDwvegUmdt9yNBrSD3PWp+bBk6Q+dtPfoVHp0jeTwcsnsX2sG/GD3zbPzWLqnijWlvVulTs5N4Pb5BQO67WDYdbSpVyCuS2l1K/e9s43/fHO6z+t85JO9vQJxXdaV1fHKuoNBacU9lPzjy/386ePu0qrL9lbz/FcHePpb05meF9wr5fe85j4EKx2u6poz/k99llEURQlnlq3V1L28Gzrfzp0tNhrfL6WjtJGUm07smqQATEwd2M8lQiNIunoU5nnZtO+uQ2jAVJyCPiWwcLutpo2WVRVYDzShidYTPSWN6ElpAYePBos23oi9yuJxLJIlGmM8jumEhjhD4AGPg03V3PzRXzjS2r1P8u+tH/OLGVdzw9gFAa/fV4acWAw5wbtITHir4KYTMMjPe+vRVmqe3IrTYj++rH1XHdFT0ki8auSAB+NiF+TQvr8B2+He+RNjYQLmWcG7GG2gVG+VvQJxXRr2w5Z/SE7zYx+k8cOyXoG4Lu176rFsqQpqIHIoeHj92zy5rbsY1YqKnby4axlPn/tDxibnBG07UkrPlUPtTlq/OkrCxeF/nOUUUQyY/byvGVe7znVBmMf7QFe1s4uB/3YuvwAwATullF4uiR4STuaK9p5vpMl+bieh1wqFyAJ+hquKn7vqA05PK5JSdggh3gRuwRWCu6fHcFfr1M+llFV97uwKvD2EKzh3LfBA5/Lze8xRtU5VFEVRFOWUFpmJFOWU8MCSnccDcT2t2l/LpzuPubmHEiqFaWbuWFDAXQsLAw7E7T7WxKK/ruSpVWVsr2hiTWkdi9/axm3Pb8Dh9FxRK5x5ayX7jdMiu6Je3nmeD56mTYHotMAPTv/y3e29AnFd/vzJXjYf8nxFe6TIWej5T2vmTNDHDO4JiK3/7B2I63JkJRxeNvCvSZNey/O3zuCxayexaHwm54/L4OGrJvLKbTOJCaBtbai8vv6wx/bJX+yuoqalw+d1vr/1iMex/2096vP6hrKymlb+/MmePstbOuzc+8ZWpKdfnh+klDSVeR5vLInMv3GKoihDhXRKGj8oOx6I66l9Zy3t+yP/c2kkM2TGELcwh9j5OQEH4joONFH11020fnUU25FWOvY3UP/aXupe3RPUzwah5K2VbEyEt5m9rGiWx7EzcicSZww8FHffqhd6BeIAJJIH1r5GaUPkH4+Knui5imP0+NRBD4M2vLe/VyCui2VjFR37Bv69V2PSkXb7RBKvHEnUuGSiJqSQdN1oUr41LqC2taFS/qHn961DSyX2Nt/e16TNSdtONwcJOrVtqfZpfUPdtpoDvQJxXRo7WvnV6uDmTmSbHUeD52MQ1qORXTk0wgSabA5KMlpKWQ8s7fz20h5DA9E6NfzfMIOjZ9L8DmDySX4t77qTEGIesBP4Ad2BuErgS+Ax4Gq6K/l50lXNLVcIMaNzvVnA7BPGe5FSHqW77es1PYa6WqdukFL2PZCmKIqiKIpyChkqH1yVMHOgttVrC8pPdlSGcDbKQPr9+7tobLP1Wf7F7io+3B6ZYY/Lp2Rz8+y8PsuvnJrNTbP6Lo8k8fmCCXeI3tfDAdHpMPWewP9k1Lda+WyXu4vWXN7YcMjjWKTImgfZC/qeZDAlw6Q7B/fPrr1NcnSN5/GDX4bmpKBeq+GSSVn84/op/POGqVwxNTti2mZ7C705pes57gspJe12jxeD0mZ1+LS+oe69zUc8hhZLa1rZergxaNsSQmDy0rkrKvgd5RRFUZQgsh1p8XoiuX1nbQhnowykhvdKkG4+U7VtqQ5JAGcgxMwaRvSUvm0ezbOHRXxFp6nphdw58YI+y/Pj07lv5jVu7uGbw821rDu21+2YRPJOiZcdpggRPSUN06jEPsu1iUbizssL/YR6cDRZsZY1eRy3hCiAJfQaYqalk3zDWJK/MYboiakR0yK0vd7zfrvTBjYfc1DS4XTtzHoat3neX1X6er/Ec7GvbTUHKG/0fEzMV8KoQxg9H0vRxhuCti2lXydTfWwg79/T253/niWEiOlsk9n1h/VkQnE93xC8vTEGr8RpeKvv8f9GKeXmk/xqBBBCRONqaxqHqwXqD4AcKWWGlPIMKeWPpJSv42p/6s2XQNdVtVd1/nslrt9RO/CWl/t2JXLHCyGKhBBG4MLOZap1qqIoiqIop7zwL8miKErEarBYWVVS43F8ydajXDgh/FtTuNPVZvbjHceQUnLmmHTGZMYN9rSCYtTVGjJPk5R/JOloguQxkHuWQBcV+AHihjab1wqBdT4GisKR0Ahm3g+HT4eDn0tsFkibKBhxscCUOLgH2R1WkF6OZzvaQzeXSDUuK473triv7BZn0pGT5FvlCiEEswuSWbHP/XvlvCIvqSulj5aOviHs3uN9K1IEYsQiwc5n3b+njbhQXXuiKIqiKIPNXteOrcLzBXlt22owjewbHgp3vdrM7qoFIYgqTkafFngVtXDwgykXcdbwSbxXspZmaxvT0gu5IH8aRp0+4HXXt3vPHdS3e36+RAqh1ZB8UzGWLVW0ba1B2p2u1qCnZaCJDvwxDIS0eT/n7y7AqvSWWCQ4ttb9PkhUCph8fEvTmHTos8192sl2MRYluF2uuNdq835gpcXWFrRtCa0gZlo6LavcH6OImR7ZlUMjzA6gBf9aqLbgqiIWLO8Af8fVLvVsXIGpOKBESrnlJO7f88CJyd0NhBCxnescCnr+bqYDL3u6oRDiXFytcMuAz6SULbjCZ5mdN/melPIFD3f32ltZSukUQrwK/Bi4CPgJ3eG496WU3j7gvAk8DkR1zmcHEIOrZesr3rarKIqiKIpyKlChuCFm2+FGnlxRyuZDDSTGGLhyajbfOC0XbYhbJwxPjmFkutljtbhzioN7ZXNdq5UnV5Ty8fZjOKXkjNHp3Hb6CDLi3e7XKUFidTg9VuwBsHqpjuRNW61k35uSY+skGj3kzBcUXBKc0JYvCtPMFKYVhnSboRKXJ5jw3eA/nlkJUaSYDdS0uA+/jc86NQ62Co0gZ6EgZ+Fgz6Q3Y7wgvgAaS9yPp02JjCvjB9PV03L417JSat0EOG+ek49J73vFux+eWcTa0jqsjt7viSlmAzfPyfN3qkPSjPxknlzhvqdptEHLhOz4oG5vzPWChn2SI6t7LBQw6lpB1lz1elIURXGn40ATLSsOYz3SijbWQMy0dKKnpSNEaN839cPMaOONOBrdV4szjU0O6vYqLQ08tf0zlh7cihCCs4dP4lvjziLJNFSKbAwO2c8+Z3/jntjr22lZWUFHSQPCoCVqYirm0zIR+tCG4g2ZMRgyY0K6zVAZm5zD2GSv54f9kp+QQbTOiMXu/rVfnDw86NscDEIriJmSHnaVA7WJJrRJJhx17oNDxsJT45jAQBpxsWD/29JtRbiRVwu/Kt7Fn5NHzTPbXfGIHrTxRmJOy3R/J8Wt6RkjeWPfardjiUYzIxODe3Fw3Ll52I610lHSoyq6gLhzhmMqUK+nUCl/cFFL3uIlz+Nqr+mr58ofXBS0RLaU8ogQYh0wA7iY/8/eeYdHWaX/+z4zmUmvpEECJIHQQuhFepUi6Np2XTvq2tdd667rz/3Kuuq6xXWLurr23suKoAgICEiRXkIJhCQkkN7LZNr5/TGpZCbJtNRzXxcXmfeZ95xnZt4p55zP+Tw2URx0vHRqcxvdQQ7uswDXqlD1uLr1UspsIUQ6kAxcLYT4vZSy1SewEEKDTYw4FNtz3lA/YEizu+1ro6vmdriO1m3fxSaKGyaEmAE01Jxv0+1NSlkphPiyvo/lQMOPnY1SSvuqWoVCoVAoFIpehLKw6ENsPlHIFf/5gS8PnCW7pIYDZ8r4/ReHufvdvci2lEte4pGLRqKzM1EzY2g/LhzluZ1sJdVGLn9hG//ZdIqMomoyi2t4bdtpfvL8VnLLPLc7T9Ga6GA/RsQ6XuSZPcz52nLVeZL1d1g5/r6k/BSUHoODL0k23WfFXNvjxtV9Dr2Phl/MSrIbiwzSc9Vkzy96KFoy+iaN3eIHATE216uejpSSbw7ncec7e7j+1Z38e0M6xW2UPHWWsAA97/xiKqlxTeKqAL2WO+YM4d4FyS61OSkhgnd+MZWpiREA+GgES1Ji+ej2afQP9fdI3n2F+SOiGetA+HbLzESC/TzrjKHRCWY8qWX+cxpGXi8YfYtgyRsaxtymfmIrFAqFPWoOFVL40gFqDxdjKTFgzKqg9NN0Sj9J7/RchEYQuizR7u8iv1H98POgMCOvupSrVv2FN49sIKuykMyKAl4+9C1XffUXimsdlxFUuI9PpD/acF+HcV8XXOJM+dUU/HsfVdvOYsqrwZhdSfmqDApfO+yyyE7ReQTp/Lh25Fy7sf6B4VwyZErnJtTHEBpByIX2hYc+Uf4EjG9dFrinIa2SmgMFFL2VRuGrh6jcnIO1pm1Ha2cIiBLM+ouGkMSmYz6BkHKTYNhPXRuH+A0LJ3LFaPSD6ufwtAL/sVFE3TEGbWDXugv2NJYmTmBomH0h4W1jFqPXenhMqtcSdesYIm9NJXjeQEKWJBD70GRC5jnSMim8yPM4L/qS2By8PE1DCdVl2FzFoOOiuMPN/r5VCNFi96cQIgr4k4t5NZ+g60mq/ufq/48F/nv+c1LPU9gEcQBv17vEATQvDbHEXuNCiIewvVYN2K19LKXcAxyvv/lvbOu7ZcCa9h4A0OBQNwu4vP7vdx3cV6FQKBQKhaJXoZzi+hCPrzrSyoUG4JsjeWw9WcSsZOcFSu4wd3g0H94+jRc3nWJvdhlhATounxDHzTMSPepc98qWDDKLa1odz6+o47nvTvKny1M91peiNb9ZMpxb39rTqmTmkKhArpwY73R7h1+TGOxUGSw9DqdWSYb/rOeLeno7t89OwmS28vKWDCoMNkf+cQPD+PMVY4gItDvmV3iQATMEM57UkPaGldIToNFB3CzBmNsE+pCe/f6RUnL/Rwf4fF9u47Et6UW8vSOLD2+fRmKkZ+bbRvYPYdU9M0nPr6Ss1sTw2GBC3BRbTUmM4MPbp2EwWdAIgd5HiapcQaMRvHXLVJ5cncaXB85iMFmJDvbllpmJ3DbbviDXE/RLEfRL6dnvH4VCofA20iIpX5XRyoUGoGZPPkEX9Ec/sHNd0wLGRKEJ1FH1fQ7G3Cq0QToCJsYSNN2zLi4vHviavJrSVsfPVBbx+uENPDj5Mo/2p2hCaAShixMo+fB4q2VqXVwQAanOl6ov/zoTa03rkuzG0+XU7CtQ5ep6APdOuASAd49uanSMmxybzBMzriNA51hEqfAMgeOjEVpB5XfZmPJqwEdDwJhIQpcmotE777zdnZAWSfE7aRiOljQeq0svo2rnOaJuH4NPqGeur36jBItf01J2SmKugbChuF09wW9YOH7DwrEaLQitQGjVmNQV9Fodby65lz/t+oS1mfswWc0MCIzgF6mLuGbkHK/16zckTDnDdTGZTy87kvDw6geAvztx2gOZTy874oV0PgeeBhqUxmeAHztyopQySwixHZsL2QxgjRDi30AptvKh92Mr9XkaSHTYkH3ym/39sBDiX0C1lNKT5WO9wQvYXNamA9cAyfXPyQlgAHAj8JP6++YDjzY7dw02MaAv8JQQIhpYB9QCw4AVwOzz+murNO17wB+A8fW3P5NSdmQ38DfYBHqR2F4/A/BZB85TKBQKhUKh6PGIrnAI8zZCiJy4uLi4nJycrk6l23CyoJKFf//eYfyaqYN46rLeKQ6b/8wmMgrt1BQA+gXq2fP7Czs5o77HlvRC/rUhnR8zSwnUa7lkXBwPLBpGZJDzk4GfLbFgcTDMixgFC57v2ROofYlao4Xj+ZWE+us8JlZSOIepRqLxAa2+d4h51qXlc+tbu+3GFoyI5tUVkzs5I0VXUmu0UGEw0S9Qj49a0OkS4uPjyc3NzZVSOq+CVyh6OGpM2pq6rAoK/3PAYTx4bjyhS5xdV+sZzPzgtxQ5cIQbHBLN2iv+0MkZ9T1qjxRTsekMpjOVCD8tgRNiCLlwMBp/5/aKWo0Wzj72g0MfGN9h4UTdPNoDGSs6gyqTgYyyPCL8gogPdl4gqXAfq8GM8NEgesmmoOo9+ZR+fMJuLGB8NBFXDe/kjBRdSbXJQJXJQJR/CBrRO67xnkZXjEkTHl59H/AMdv2IG5HYBHHPutqPECITWxnMtVLKVg5kQogjwKj6m/+UUt5r5z5V2Bzb3pRSrmh2fDSwEZuA6nyswCPYBHG3n9+/EGIF8Hr9zWlSyh3NYkHAKZrEegBbpJSzO/KYXEUIsRJ4rP5mfyllnoP72X0+6mPh2Nz25rXR1RlguZTy4Hnn3oFNWOfomjADvwMewvbctOq/WVtDgeY22wullBvayKn5uc8Bd9ff/FRKeWVHznMFIUTDr+WXpJR3eKsfhUKhUCgUio6gnOL6CHYM4lpgtfY+cWQDbek+Lb1QFNodmZUcxazkKCxW6ZYLoJQSa+sN+Y1Y3ahGYTBZeHXraT7fl0tFrYnJiRHcMXsIqQ7K8HkLaZWc2wmlxyS+YTBwvsA3tHcIls7HX69l3EC1i7Ur0QX0rmvrywNnHcY2Hi+gvNZEqL8q/dJX8Ndr8e/hThOK7st5E/03SSnf6MA5k4GfYdttPwzb7u8abDvJdwNfYZuYNrbRxkqaJvPnSSk3daDfBGy7+KGNyfWuRAixCZgDIKVs98tJCOGLreTLxdh2yMdj23lfDOQA3wGfSCnbdENoNlG/WUo5twP9/hV4sP5mGTBfSrmvPrYC2zWRJaVMaK+tPkk7Y07Zi8ekVul4QN5WTOE5/FP64Z/SD2mVCHec6aVsuzBae5MvbVBlMvD64fWszviRGnMdF/Qfzq2pi0kO96xzYXtIi8RwtBjjuWq0wXoCxkY5LR7sKQTp/BgTldDVafRpNH6969qqOVDoOHaokPArhyG0vWscrnBMoM6PQJ1fV6eh6GQyn172bMLDq78F7gJuAIKahauAt4AXvOQQ15zPaRLFdbR0KgBSysNCiFHAb7A5oA3CNv7ZAfxdSvm9EOJFZxOSUlYJIRZjEw1OBrQ4KBXa3ZBSlgohFgBXANdhyz8SmwvcMeAL4HkpZbmdc18UQhzD5rJ3ARCBbS4gC/geeE5KebTZnMFyIYSflNJgp62TQohdwBTgHDbxYkf5lCZRnCqdqlAoFAqFos/Qu2YeFA5Jjg4iPtyfnNJau/H5I6LtHu8NzB8RzatbTzuM9VYsRknu95KaQghNFMROwb3Jfw/gbllcIQQxkyBvp/147BTX2jdZrNz42i52nm4qb7H64DnWpeXz5k1TmDakn0vtOouhRPL9Q1bKM5qOHXhRMuV3GgbOVZOmCkV7VNc5Vs1apU38qkRxCoWisxFCDAP+A8y3Ew6t/zcMWxmWDCHEPVLKNZ2YYo9CCHE98Gegv51wbP2/ScBvhBBfAHc6cgJwst9HaBLEVQKLGwRxio6hHxiMJlCHtdr+Thb/EZ3zm7srmBOfyucnt9uNzY3vnY7tYHNVqz1UhLXKiG5AEL5DwxCia8c17o6JNb4+6AeHYMyy7/znNyzCpXZrzUZWfPMPDhdlNR778tQu1mcd4M0l95LaScItc4mBotcOYy5qmjsqX3OaiGtH4D/ctcemUPQlZJ3FcdAskRYrQqs27igUvZ16wdvdCQ+v/i02YVowtjFEWubTy6o80Ud7G3GklI/SsoynvfsEtRErxOZc9pCD+B1AKwew+g1jb7TR7n5ggYNYQlv5uoqUciWwsgP3c/h81Mcl8En9P2dz2ARsauc+V2Er09peW1Od7b+esfX/lwKrXWyjXUTLH/xqB5BCoVAoFIouR4ni+ggajeDhpSP41fv7Wm3Qn5bUjwUjY7omsU7gttlJrD54jryKlhtrwgJ03DM/uYuyslGRLUl7U3Juh0QIiJslGHWDILC/exP1RYclP/zeSl1ZwxFJyGCY+bSGwNieLa5KuUlD4QErlvP2SflHQfLlrj22NYfOtRDENWA0W3lqzVFW3TPTpXadZfdfWwriAKxG2PmklX6jNARE9+zXrqditUjKT4JGbxOYKrovFyRF8N2xAruxpKhAooOdL9msUCgU7iCEWIhtx3hDnfDjwMfALqAQ8McmiLscWAQkAV8KIa6XUr7f+Rl3X+on1p8H7qw/ZAW+AVZhK8FTjm2n/jTgWmzlfC4FUoQQ86SUuW70fSfwZP3NGuAiKeUuV9vrqwgfDaGLEyj9LL1VzG9kBL5JnevQ3JncOXYpm84corSu5RpolH8ot6Re2EVZ2ThWksPz+1ezLfcoOo2WxQkTuHv8MmIC3HN0NqSXUvzuMaShadOCLi6IyBUpaIN7hCGIQ0IWDabotcNgaTm54hPpT+CUWJfa/OLk9haCuAZqzHX8fc8XvL6kVcUzr1Dy4fEWgjgAabRQ8u5R+j88BU2A2mDSFRgtJo6XniXAR8+QMHuacEV3wTcp1KFoVjcwGI1yslYo+hT1Ajg1blB0F66r///9thzqPUBzi8xWbncKhUKhUCgUnY0SxfUhlo8ZQKi/jhc3n2J/dhlhAXqunBjPnXOHuO3g1Z2JCfHjs7um89zGk6w9nIdFShaMiOGX84eSGBnYfgPNKD0hObtdIoABMwRhQ11/3irPSL77pRVTZdOxzG8kebskC/7jugDKXCvZ9v+sGM+bg6vIgh1/tLLg+Z49ARcxXDDvHxrS3rJybhdodRA/R5CyQuAX4dpzti4t32HsUG4558pr6R/q72rKHaKmwFY21R7SDJlfS0bd2Hvfp55AWiX5u6HslMQ/EuJnC7S+7j1np7+2cvg1iaHIdjt4MIy/R0PMRPVadEeumjSIN3/IIrestSvqvQuHdbkziUKh6FsIIUYD/wMCACNwH/CSlPJ8C5GNwEv1pVg+AcKAl4UQW6WUZzoz527OSpoEcWnA9VLKvXbut0YI8QQ2EdsDQDI2p75LXOlUCHEN8Fz9TQNwiZRyqyttKSBwSiyaIB2V3+dgOluFJlhP4ORYgmfFdXVqXmVQSBQfLH+Ilw5+w3fZB9EIwcJB47hj7FJiA8OdaqsuqwLDiVKERuCfGokuOsDlvNKKz3DdmmeoMdc1HvvoxFa2nk3jk4sfJsIv2KV2LdUmit9OQxpbGkOYcqso+fgEUTePdjnn7oDfkDCibk2l4rsz1J0sQ+g1BIyNImThYJfLjK7POuAwtuPcCapNBq+X4DPlVzsU80ijlep9BQTP6N3vVXexWK1szjlMRnkecUH9WDBoLHqte1Ovb6dt5D8H1lBisIlqR0TE89i0qxkfneSJlBUeJmjaAKp/zMNadZ4rqoCQhYO6JimFQqFQ9Hnqx7UT62/+18vdJTT72/HCi0KhUCgUCkUnoURxfYxZyVHMSo7q6jQ6nQFh/jx1WSpPXeZaaRpplfz4Z0nWt007wY+8IUlcJpj4gHBJaHH0bdlCENeAoQSOfygZf49r4o0zm2QrQVwDJWlQmi4JT+7ZwpDw4YIZT3pO3Cfbi7d3Bw9QW9R2IjWFrrddekJiqoHwZNAF9uzX3hE1hZKtD7d02tv/nGT64xqixrr2mHO3SHb/peWLUpkFWx+xsvBFjXKN64aEBuj46I5pPLk6jW+P5GO2SpKjg/j1wmSWjxnQ1ekpFIo+RL2r2evYBHESuEJK+VVb50gpNwghrgTWY3OW+z/gVm/n6gpCiExgMPCH+lI03u5vLE2lf04As6SUrW1+65FS1gEPCiGigeuBi4UQM6SU25zsdxnwJqDBJmy8XEq5wZXHoGjCf1Q//Ef13lKpjhgcEs1TM29w+XxpsVL83jEMR4obj1WsyyJoZhxhy10Tx/xr36oWgrgGzlaV8M7RTfxq/MUutVuzN7+VIK6BuvRSzCUGfCK8K/DyNr4J5nroPQAAIABJREFUoUTd3DnuhhLZ7pjVE1jKWl8LLeLlrhmKSCkx5VQhTRZ08b3XKSurooDb1j1PVkWTc3WUfygvLLyT1MjBLrX5afoPPLnzoxbHjpXk8Itv/83/fvL/iA+OdCtnhefRhuiJun0M5WtOYzhWAhJ0AwIJuXCwKkGsUCgUTiKEGAq0WdK0HYxSyjRP5dPTEEI8BcQC/YBl9Ye/llLa3Y0hhAgChrrR5UVALnBTs2N73GhPoVAoFAqFwiMoUZzCbQxVVWz/9H2ObtmIsbaGuBEpXHDFzxk4yjUBWnfk1P9aCuIaOL1aEjESkpY5L445t9PxtPa5HZLx9zjdJAA1ee3Hw7u2amy348KRMaw+eM5uLGVACAPCvOsSBxAUBxodWE3246GJzrdZnCbZ/RcrFfVVeLR+MOyngpSbXBNydmd2PtG69KyxArY9amXZhxp0Ac4/3mPv2V/Isxoh/RPJpId613PYW4gL8+eFaydSYzRTa7TQL6h3l0w1W6ysS8tnR0Yxgb4+/GRcHMNjXXN1USgUHuVSYFL93y+1J4hroF4Y9zWwFLhSCHG3l8ua9BQexyZMA7ihLUHceTwMXI1t3Hst0GFRnBBiNrZStz6AGfi5lPLrDmes6FSKait4fv9q1mTsptZiZFr/Edw17iLGRrnwI7qbUrkpp4UgroGqrbnoBwcTkOrc5jcpJVtzjjiMbz5z2GVRnKW0DXGVBHNpzxfFeZr5g8aw7exRu7GpscMI8rJLHIBPTAAIHG7W0sU470poOFlG2efpmIttlbOEn5bguQMJmTvQjUy7J/d8998WgjiAwtpy7lr/Hzb89AmXHONePrjW7vFqk4F3j27mt1OucClXhXfRRQUQeWMK1joz0izRBvbussMWs4kTO3/g7PE0/IKCGTVrHuH9laukQqHwCK8Ac9w4P4uWrmV9jUhaCtRKgF+2cf9J2JzsPcUhD7enUCgUCoVC4RJKFKdwC1OdgY8e/x2FWacbj2UfPkDO0cNc+pv/I3HcxDbO7jlkfOVYwJbxlSRpmcOwQ0Qbm6M1bmycDm5nA3KwqtbQimVj+vPezmx2ZbZcX9VrNTxy0chOycE3VJCwWNi91vQhMHixcwKs2kLJlt9YMVU3HbMYbA6FPv4w4ureI+gqPy0pOmg/ZqqCMxskSRc7/3hLjrcRO9YZXg0KdwjQ+xCg790/c8pqjFz7yk6OnG2yB31h0yl+NX8o9y8a3oWZ9UwyCqs4W2YgKSqwU8TQik5gZWgQkAIEA5XAEVaWV3VS77fX/2/FVsbTGV7GJktYhW281qdFcUKIOJp2tX8rpXRQcL41UsqzQoh3ABPwqRN9TsD2/Ptjew2vl1J+3vGsFZ1JRV0N1655poUYZXPOYbafO8bri3/NxBh3zA66D9U/Ot79VL0rz2lRnBACjUYDFvsbQXw0GrvHO4JPdBvfoxrQRarv2fO5PHk6n574gbSSllWz/X303D/p0k7JwSfMD//RkdQeKmoV04bqCRjj3DVmKqyh+M0jSFPTNSYNFiq+yUTj70PQ1P5u59xd2JN/khOluXZjhbXlbMg+wNJE5+bHKo21ZJ4nsmvOoaIsp9pTdD4aXx/o3Xu0qCot4ePHH6HkbE7jsR2ffcic625m0vLLujCznklxTjZVJSX0GziIoHDlLKhQKNxmO3A5oAd+AB6QUma0fYrbmIAqYG19fxYv96dQKBQKhULRLr17tVjhdY5u2dRCENeA1WJhy/tvekQUd7qoGquUJEUGdpm7VW3rOeEOxdoifpbg1Jf2hTVxs11/nPGzBAejJbV25k5jJkHI4N4jhvIUOq2GN2+ewstbMvhiXy7ltSYmJ0Rw59whjB0Y1ml5jLtHYKmD7A0SWb9uEDwQpj6qQR/k3Ot2apVsIYhrzomPJcN+KtH4ePZaMFusfJuWz9aTRfjrtCwf05/xg8I92oc92nNHrG4n7gjfUKgrcxxTeJaPdp/hre2ZZBXXkBQZyI3TE7h8QnxXp9WteWL10RaCuAb+9d1Jpg2JZNqQvleazhXyKwzc9+F+fjhlc9/RCFg6uj9PX5FKsF/vdnXotawMTQHuxlY2s3mplSpWhr4NPM/Kcsf2SG4ihAgE5tXf3C2lzGnr/udTL75SAqwmlgENW0a+cPZkKeVN7d+rCSHECOAbIASbX9ItUsoPnO1X0Xl8dGJrK3cmAKPFzD/3ruKtpfe51b6UEnNRLQjRpWIuS4Vj9zVXy1ouHDSONad3240tGjzepTYBAsZHU7EuC2u1uVXMf3Qk2tBerhJxAX8fPW8uvY/XDq/jq4wfqTHVccGA4dyWupjhEZ33mzj8ymSwSmrTihsd43SxgURcMwKhc04oWb39XAtBXHMqv88hcEqsx+d4pNlK7aEi6k6XI/y0BIyLRj/AnaprHeNsVdsGprlVrV0e28PPR4+/j55as/33d7hfoNNtKhwjpaR6xzmqd57DXGZEFxNA0MwBTguO+xobXn2hhSAOACnZ/ParDBo9lugE18p79zXK8vP4+rlnOHvC5hiq0WoZOXMuC35xFzq9+s5U9F2klHO7OoeejJTydeB1J+6/CdsGPYVCoVAoFIpehRLFKdwiY5/9CXSAwswMqkqKCYpwbVF+a3oRf/wqjeP5lQAkRQby8NIRLEqJdak9dwhNgsL99mNhLs7vjLxecG6npCa/5fHggbYSl66i0Qlm/1nDD49ZqcxuOh493iauchaLUXLqf5Ls7yTmGogaJxj+M0FQXO8aH/nrtfxqQTK/WtB1tWW1esGURwSjb5GUpoNvGPRLwaWFgrKTjp3M6krBUAwBMe5k25IKg4nrX9nJgZzyxmOvbj3NDdMG8/hPRnuuIzsED6LNMj+uuiMmLBEc/8B+owlLO//6L6ys44Nd2ew/U0Z4oJ4rJ8ZzQZL3RE8WoyR7gyR3qwQr9J8mGLxI4OPn+cf+p6+P8tLmpo2KB3LKuf+jA5wuquYB5Xhml1qjhVUHzjqMf7z7jBLFdQCrVXLja7s4llfZdEzC6kPnqDNbeeXGSW2creiWrAy9D3gG+xO5QcCdwB2sDH2AleXPeimLydh2YgN866U++hLTm/3t1edTCDEIWAc0rIDfLaV8w5t9Ktxnc85hh7FdeSeoNRvx99E7vE9b1KYVU77mtE0Uh628ZNjyJPySvb/x43x0MYGYztnf9aLr75o45t4Jl7Ar7wRFtS1F9qMiBnLViNkutQk2d6TIm0ZT/N4xLCWGxuN+IyIIv9z58Va1ycB7RzfzdeYejBYz0weMYEXKQgYE9S4XnWC9P7+ecAm/nnBJl+Wg8fWh3/WjMBfXYsqrRhvii35gsEttGc86Nme1FBuQdRaEn+emJS1VRgpfPoQ5v6bxWNX3uQTPG0jo4gSP9WOPxNC2B9dJ7cTtodNouThpCh+d2Go3fnnydLvHvYm5vI7qnecwna1GG6wnYHIMvoNCvNaf1WihZm8BhmMlIMA/pR8B46IRPq47WTqi7POTVO9q2lFnzKqgJKsCy0V1BM9Wm7XsUVNRzqk9uxzGD29ax/wVtzuMK2xYzCY+efJRyvObrj+rxcKRzRuQUrL07vu7MDuFQqFQKBQKhUKh6PkoUZzCLbTatut8anxcu8QO55Zz85s/YjQ37SrOKKrmznf38s4tUzt9oX/YzzQU7rezw1nAsJ+6NhnnHylY8IKG9E8lZ7dJhBbiZgqSrxDoQ9wTnYQkCBa/oaHoANQUSkITBWFDnW/TapJs+a21hSCwMltyZoNkzrMawpN7lzCuuxAQI9wWrPlFOFaJaXSgc21dwyF//eZ4C0FcA29tz2Lm0EivilmD4gT9L4Bz21vH/PrBwHmuXaejbhAUH5EUHWp5fPBiwaCFnXvtHz1XwbWv7KSkuskl4JM9Odw1dwi/WTLC4/2ZDZLvH7JS3GyN+dwOScYq23vfWefCtjhbVssrW1o7jgK8uPkU108bTHSwn8f66y1U1pmoM9t33gAoqu751Rarzkqy10nqKmwC4fhZAo3Os++9zemFLQRxzVl/NJ+TBVUMjfa+u4jCQ9gEcX/vwD0F8HdWhuIlYdywZn+f8kL7DQwVQjjwNG3BAFc7EELEAva+xBsURrFCiHHnB6WUDraTuETD82kFMj3YbguEENHYBHHNV75b21wpuh06jeMxqVZo0LroRFWXUUbxO2m2K68ec34NRW8cIfrOsejjPfyDuh2CZsdT+uHx1gENBM1w7W0+KCSKj5f/ljfSvmNLzhH0Wh+WJEzgulHzCNK59/tLHx9M7IOTqMsow1ppQjcgEF2M8+K9WrORFd/8o0WpyJNl5/gq40fevejBdsVICtfw6eePTz/3nBG1wY7FqMJXi9C1PZ/kLGVfZbQQxDVQufEMfslh+CZ5zwV+dORgJkQPYW9B66/9wcFRzIlPdandByZdyuHiLNKKW5bVvX7kPOYNdK1NV6nLqqDotcPIuqYqaNU/5hG6NIHgOQM93p/VYKbwvwcxnW0SAxuOllC9O5/Im0ej0Xvu+jHlV7cQxDWnYn0WgVNi0XhQwNlbqK2oQFodj0lryjryM7V7YyqsoWZfAbLOgm9iKH6j+iE0nh2TntixrYUgrjlHt25i5tU3EBwR6dE+FQqFQqFQKBQKhaIvoUb0CrdInjqdEzu32Y3FjxxNQIhrNQZf+j6jhSCuAYtV8uLmU50uihswTTDhPsGhVySm+rVzfQiMuV0QM8n1yRC/CEHqrYLUWz2UaDOEEESNA3ccr7M3SLsOeaZqOPiSlTl/8+wktsJzJF4kOL3avigufq5AF+C5STyLVfL5vlyH8Y/35Hjd4XHK7zTseNxKfjPzyqCBMH2lBq3etcfq4y+Y+6yGs9shb5dEo4OBcwWRqZ0vBn3k80MtBHENvLDpFEtGxzIm3rMLPCc/ky0EcQ2UnYRj70nG3Oa552Dj8QIsVvvXqski2Xy8kJ9O8vwii7tYrRKjxYqfhxfzOkpkoC8DQv04W26wGx89wHuODZ3Byc+t7HtONgoRTn4GaYMkc57R4B/puesvzU752RbxcxUeEcXlpB3mx1Wfkn/6FAEhoYyedyHjFi1D087mAoUT2EqmPuPkWc+wMvRbL5RSbW5dZKegvQ0hhD/Qnh1mnpTSUSHwl51NzAXuAB5rI357/b/z8eSXZcPzWSyltDi6kxAijiaHN0ekSSntqYZDgLU0CfAs2Eq2/l0IsV5KaV+9regWLBo8nh/OHrMbmxM/Gr3WtVLYFZtyWgjiGrFIKrfk0u9qz29MaIvA8dFYK41UbMhuFKVognSEXTLELaem/kER/G7KlfxuypWeSrURoRH4DXXPVe/j41tbCOIaKDFU8c+9X/KPeV4YTCs8QuCkGGoPFdmNBUyIRmg991VhrbM47Augene+V0VxAP+cdyu/3vhyC2HcsPA4/jXvNrQa1zZThvoG8uHy37I+az8/nD1GgM6XZYmTGBOV4KGsO07pJydaCOIaKP8mE/+USHw8XF66cuOZFoK4BoyZFVT9cJaQuZ4bI9YedVz+Vhqt1J0qwz+l+4mSpFWCxepxgWlHCY2OwS8oGEOV/U1G0YlDOjkjz1Kx8QwV32Y27jet2nYW3YBAIm9JRRvo2m8LexRkZjiMSauV4uwsj4jiMg/sZc/qLyjMziQoPILU+YsZs3CJx8tYKxQKhUKhUCgUCkV3Q4niFG4x7IKZHNm8gcwDe1sc1/v7M+f6W1xud29WqUsxbzLkEg0JiyWFB0EIiByDy2KbnkLuFsclOAv2gqlKovOgY5TCc/QbJUi9TXDoZdnCMC4sGcbd7dnXrM5soarOsZGKPTGXp9EHC2b/VUvZKUl5hsQ/0iYKdXdyT2gFcTNtLo5dRVZxNfuyHe+w/mLfWY+L4rI3OH7vZ2+QjLnNc31p2nmN2ot3NhUGE39be5zP9uZSVWdmRGwwd80byiVjXTZicgmNRvCLWUk8/lVaq1iwrw/XXjC4U/PxJOWnJfv+LVuZXVZmw55nrcx80nOLPtHBvm7FO8KJHVv56p9/aXRRqC4tYeMb/yUn7TCXPPCI2+0rGrkb54VYArir/lxP0nzlu62chgP72mnrD8BKdxPq4TQ8n+29vg8Bv27nPonYd5sb3+zvxwAT8BS2krtvCiHmSikdW6EoupTLhk7jy1O7Wjk0hfoGcv+kS11u15jtWDhtzGpbVO0tgmfHEzi1P8bMctBq8E0MQWg9X0awO/FtlmPjyfVZ+7FYrS4LjhTexW94BMFz46nclNPiuH5wCKFLEjzalzSYweJ4DGOtNnm0P3tEBYTy3rIHOVSUxenyPOKC+jExZqjb7eo0WpYmTmRp4kQPZOkaxpxKzIW19oMSavYXELLQs+OPmv2FDmO1+ws8Koprd96gm41JLVVGKtZmUbO/AGmyoosLImT+IPxTOncDsY9ez/glF7P9k/daxfxDQkmdv6hT8/EkdVkVVKzNbHXcdLaa8q8yiLiqvX0tHScovO1S4IHtxDvCoY3f8u1L/wZp+5ysLi0hP+MkeadOsPiO9n4+KxQKhUKhUCgUCkXPRoniFG6h0Wq59De/5+D6bzi6dRN1NTXEj0xh4rLLiBgQ53K74YE6csvsT7iFeXA3nrNofQWxk7us+07H6tCLA5DtxBVdzoirNcTNlGRvkJiqIWqMYMB0PLojHyBA78PQ6CBOFlTZjafGueYY6QphQwRhQ7rXhLW7VBrartxWafD8Ao+pddWhRsxtxFxhwYhodFqByc4ilt5Hw7wR0Z7t0A1MFivXv7KzRangY3mV/Or9fVTXmbl6yqBOzefmmYnUGM289H1G43UyPCaYpy5PJS7Ms04N7ZFTWsP7u7I5kV9FXJg/V08ZxPBY18rKZX7TWhDXwLkdYCiR9SWi3eei1P48/lWa3fdZUmQgUxPdW4CwWi1sevtVu2WF0nf9QPbhgwwaPcatPhTAytAg4HoXz76BlaG/ZWW5/S8x12iulvHmh9g8KeWm9u4khEgAXHI6k1KuxI4oTwiRCQwG/lB/H2/S8HxGCCG0bbnFeYC/SikfF0L4AFcCE4BZwAPAX73Yr8INfH10vLr4V3xw7HtWn96NwWxkWv8R3JiygPhg1wUCmgAdFoP9y00T0HVTKRpfLX7D3V8g7ymY2xh0WqREOvrRoOgWhC5JJGBcNDUHC5FGK75Dw/AbFu7x8oOaYD3aUD2WcvsbsnSdWO44NXIwqZE9d4OKPawOPgs7GnepTzuudB2JuYLfqAjKvzltdwwifLX4DvWuy6AzWI0WCv97CHNB08DclFtF8TtpRFw9goAx7ZnmepZpV/wci9nEvm++wmSwzeNGJw5hyZ334h/cue7lmeUFfHRiC1kVhQwMjuSq4bNcLrFd/aMjo2aoOVRI2KVD0fh6ZrPWyJlz2fr+W5hNrT+/YockEzU40a32zUYj37/7RqMgrjmHN65j3OLlxPRwVz+FQqFQKBQKhUKhaAslilO4jdZHx/glFzN+ycUea/OKCfEczm3tftMQU3QOsVMEeTvtLzJEjADfUPcnsk8XVWO2WBkSFYTGwxPjCggeKEhZ4f3n9c45Q3jg4wOtjgfotayYnuD1/rszW9ILeX1bJhmFVcSHB3DdBYNYMrp/h89PjgkiPEBHaY198dsUN0U79ogeJ2zCJDvYyjJ7sK8QP+6eN5R/rE9vFbt3YTIRgXrPdugGa4/ktRDENefZdSf46cR4fDrZreWX85O5eWYiaWcrCPT1YWT/zi+bujW9iFvf2k2tqWlx6q3tmTx9+Rh+Ntl5BweD4+pFYAVDKfh56LIP9PXh+WsmcOc7e6g2NuUfGeTLc9dMcNttsuB0BpVFjl0uTu3eoURxniEFm6OXKwQBo4BdnkuHk83+dmgjKaXcjx33MyFEJOD4wul7nAQmYnOMiwXs1myXUt4L3Hv+cSHEg3RM0PaClPI39W2ZhRA3Az8COuCPQoivpZR2iosrugP+PnpuGr2Qm0Yv9FibgROiqVifbTcWMMG1RXaF88yOT2F/of3ScjPiRuKjcV+UYCq0iUt0UQFut6VojS42kNDYQK/2ITSCoNnxlK9qfa0Ifx+CpsZ6tf/uzqk9O9n3zVeU5+cR3n8A45YsJ2l8x3d86uODEHoN0mjfNNU30fMb4XyTQjGkFTuIeVakposKIGj6AKq2nW0VC12agEbfNeVJ7VGzr6CFIK4RCRXfZuGfGtmp5TCFRsOsq29kyk9+SmH2afwCg4gc2Pmi0HVZ+7l/06uYrE2bnd49uom/zrmZJQkTnG7PWtXG5kOzxFpr9pgoLiA0jIvueZA1//5bC2FccGQUS3/5oNvt5x5Lw1Dp2OH21O4dShSnUCgUCoVCoVAoejVKFNdLqDCYWH3wHEWVdYyOD2VOclSPFhhdd8FgtqQX8d2xghbHpyRGcMccNVDvLBKXCjJWSSoyWx4XPjD6F+4JP7afKuYPq45wLK8SgEERAfxmyXCWj+ncEoSeYuOxAt7dmUVOaS1Do4NYMT2BSQl9x8HhionxVBvN/GtDOkVVtkm84THB/PHS0SREencBpDvz9vZMfv+/I423M4tr2HqyiF/NH8r9izpWbsPXR8udc4fw1JpjrWJJUYFc7IWyncOvEmRuMIGp5c8EjQ5GXuN50de9C4cxLCaYt7Znkl1cQ0JkIDdOT2BxSvdavNpyoshhrKCyjuP5laQM6DxnxAYC9D5d9nljtlh54OP9LQRxAFYJj/7vMAtGRtMvyLkSpOHJkL3efkwXCEEevuRnD4ti28Pz+XxfLrn1n+GXjBtAgN77P5OVu43HcNf+xdP2MbsBKzYR10LgSQ+339fYBVxV//dC4E0v9LEf+GXzA1LKA0KIp4HfA77AW0KIqVJK79fg66GUGqr4JnMPZYZqxkUnMW3AiK5OyS2C58RjOFWO8XRLQbzf8HCCpnV8g4PCPa4eMZvPT27nTGXL32F+Wh2/Gu/exrzaYyWUr85oLAvpE+VP6EWJ+I/s3BKEniJ95w8c/G4t1SXFRA5OZOJFPyEmyf3ynT2F4BlxSJOVqu9zsNbYhDG6uCDCLxuKNsS536O9iZ2ff8TWD95qvF2Wf47T+/cw5/pbmLT8sg61ofHzIWhGHJUbz7SK6eKC8Bvp+bFIyLyB1BwtQiNbzm0KvYbg2a5XpnBE2MVD0MUFUb0zD0tZHT4xAQTPGNDtnDnr0ksdxsxFtVhK6/CJ8OvEjGz4BgQQPyKl0/sFqDUb+X9b32ohiAMwWS08uvVtZsWNIlDn3HOiGxCI4Zj93VqaYD3aYM9u3kueOp1fDH+Vo1s2UlVaQtTgRIZPm4WP3vubBO0YyCkUCoVCoVAoFApFr0KJ4noB69Ly+fUH+6hp5nAysn8Ib948mejgzp8I8QQ6rYZXbpjExuMFrD2Sh8UKC0ZGs2hUTKe78PRlfPwFc/+h4ejb9SU4ayB6PIy8VkNkquuiy+N5lax4fRd15qZdxtklNdzz/j6CfH2YO7z7lEvsCP/akM7f151ovH0sr5I1h87xlyvHcuXEvuNseMO0BH4+eRBHz1Xgr9cyLKbzStR0RyoNJp7+urWQDeD5Taf4+ZRBDOhgicvbZg9Br9Xw0vcZnCs3oNMKFo2K5bGLR+Gn8/yudWNQMZljvyDq5DwCyxIA6JcCqb/QEDHSO4Lri1L7c1Gq9xaYd50uYdvJIvz1Wpal9mdghPNOIH66tr9/vPFadHd+OFVMfkWd3ZjRbGXNoXNcPy3BqTYTlgqOfSCps7PeM+RSgY+/56/BsAA9N81wryyNPaITkwjqF0lVsX1B5ZCJUz3eZx+lsovPb4GUskgIsQOYDswSQkRKKR2rahXt8RXwTP3fl+MdUVy5lHaXBJ+o7zMFGA88Bjzqhf57PKtO7eLRbe9QZ2nSDI6LSuKlC+8i1LdnbpAQOi1Rv0ilNq0Yw9FiEAL/lH74jYjweOlHhWPC/YJ496IH+c+BNazJ2E2dxcTMuFHcOfYiUiJdL11fl11B8VtpNiV/PebCWorfPkrU7WPwHdz57rvusOmtV9iz+ovG24XZmRz/4XuW3/tbkqdM78LMOpeQuQMJnjEAU14NwleLLrpvu/9Vl5Xyw8fv2Y1t++BtUuYuxD+oY+P2kEWDEb5aqrbm2ly0fAQBqVGEXZzklc/EIm0lX+v2Mck8hBirbeORb1IooUsT0cV453slcEIMgV5yApVSkn3oADnHjuDr78/wGbMJjoh0uh3RzphTtDNm7Y1sOnOICmOt3ViVycB32Qe5eMgUp9oMmtqfqh/OIu2UBg6eGYfQev6aDwwLZ9LFl3u83QEjRuIXFIyhyv6QZ+gkNSZVKBQKhUKhUCgUvRsliuvhFFQY+OV7e1uIiwCOnqvgoY8P8ubNzg36uxMajWDByBgWjFSlaboS31DBuF8Kxv2y/ft2lFe2ZLS6ZsG2O/GFTad6lCjubFkt/9zQuuyjVcLjq46wLLU//t2o1Ia30ftoGDvQs6VMeipb0otalGNsjsUq+fZIHiucEOGsmJHI9dMSyKswEOLnQ7CfzlOptmLdunXUBOVSteBrrrruTjRC45FyyV2BwWThtrf38P2JpkqEf/nmGA8sGs7d85xzzlg+dgBvbs+yGxvZP4QhUa5Wb+y5VBrMbcYr2onbQx8smPM3DbuetlJW//Gq9YMhPxGMvqlnXYcajZY5193Mmn/9DSlbfu8NmTSVwakerkfcdzkCVOFaCdUqIM2z6QDwIjZRnBabsOoOL/TRJ5BSnhBCfAfMB5YLIWZIKbd1Ut/G+jKqP2B7LR8WQqySUu7sjP57CpnlBfxuy5uYz/uc21+YweM7PuCZObd0UWbuI7SCgNRIAlKdFy4oPEd0QCiPTbuax6Zd7bE2KzfntBDENWKVVG46g++NXeN45ArFOdktBHENWC0Wvnv9JYZMnIpG23fGpEKnRT+wb2/QauDUnl1YLfZ/j5tNRk7v/ZFRs+cl2fAcAAAgAElEQVR3qC0hhE10OCsOS6URjb8PGl/vTCtLKVm7di152jL2DjzHTVcvQqMRaAK8Nwb2JnU1NXz+55XkHmv6ybnl/TeZe+OtjF+83Km2/FMjqdlXYDemTwzxuINZT6DSgSCuo3F7aEN9ibollZJPTmDOt5WrFb5agmbGEeQFp0JvotP7MuvqG1n38nOtYqNmz+9TjqIKhUKhUCgUCoWib6JEcT2cT/bm2BUXAXyfXkhOaQ3x4X17Z6yi+7E323G5h/3ZZR7rJz2/kvVHC9AIWJQSS6IXynjanAzt1xqoMJjZkl7Iom5WAlLROZgdXBcdjdtDqxHEddBdzlUyMjI4ccLmfLho0SL8w3r2Atrf151oIYgD2/rnX9ceZ/zAMKYP7fgi9+SECK6eMoj3d2W3OB6o1/LHn/SchVNPMmFwGFqNcPg5ONnFsq6hSYIL/6ul/LTEWA6hQ0Ef1LMEcQ2MmD6bgJAwflz1KfkZJwkICWX0vAsZv8S9km+KZqwsr2Jl6NvAnS6c/RYry6s8nRLwHnA/MA64XQjxrZTysw6eO8cL+fR0HgZ2YCtJ+6YQYpqUsrCdcxBC6IFp7nQspdwlhHgWeBCbMO4tIcR4KWWNO+32Jj5N39ZKENfAt5n7KJ1aRbhf3xOOK7o3xuwKx7EznjMQNeZWYThRivAR+KdEeqWs4fHtWx3GqkqKOXv8KPGjRnu8X0X3R1rtb9JqwGppO24PodXgE+bdqhRHjx4lO9s25lq8eDE+QT1b6LX57VdaCOKgSbQ6IHmEU6Ikv5ER+I+JpPZgSxNi4e9D2MVDPJJvT2NiTNuPe2KMa6Iv/cBgYu+biPFsFdJgQRcX6DUhqLcZs3AJQf36seerzynMyiQooh9jFixh7IVLuzo1hUKhUCgUCoVCofA6PXMkp2jkXJnBYUxKOFduUKI4RbcjPEAPVNuNhXlg56+Ukkc+P8T7u840Hnv6m2OsmJ7AYxd7VrhidCBKbYxb2o4r7GO1SjQ9vCzVzKGR6H00dq8RIWD+iO7niGi1Wlm7di0ASUlJJCcnd3FG7mGxSj788YzD+Hu7sp0SxQH86fJUZidH8smeHIqrjYwbGMaK6QkkdFB0W5ktKU6T6EMFsZNB49Ozr/P+of78bFJ8i8/bBi5IimBKomuiuAZCE3v289PAoNFjGDR6TFen0dt5HpsbmzMXjQRe8EYyUkqLEOJabEKuYOBjIcQTwBNSSpO9c4QQsdjKc95+Xo7dDillQif396MQ4jHgj8AQYJ8Q4jop5SZH5wgh5gF/AyY0b8rFFP4P+AmQDAwD/gJ40Ee5Z3O2usRhzGS1UFhbrkRxim6HJkCHtdLuxzGaAPenyqRFUvLRcWoPNOl3y9ecJnj+IEIvHOx2+81x5ATWgNls/3Eq2kZaZY8vlZw4bhJCaFo5FgNotFoSxk6wc1bXYjabWbduHQApKSkMGuR6meTugMlg4OjWzfaDUnLou7VOieKEEET8fAS1Iwup3leANJjRJ4QQNH1Ah8WKprxqjLlVaIN0+CaH9/jrfEhYf5YkTOCbzL2tYgsHjWV4hHvObvoBveM3TNL4ySSNn9zVaSgUCoVCoVAoFApFp6NEcT2c5BjHA3OdVpDQz/POWAqFu1wxMZ7dWfbd4i6fEO92++/szG4l0JASXt+WSWpcqEf6aGDO8Cj+9PUxuzG9j4bpQ1SpJWf45vA5Xth0ioM55YQH6LhiQjz3XjiMoB64GzciUM+dc4bYLa/788mDSOpGpTarz0kqcyCz+AgFBQUIIVi8eDFC9OzJ8VqThfJax4uAeeWOheVtsTS1P0tT+zt1jqVOsutPVnIa10MkfhEw5RENMRM7/3muM1tYdeAc3x3LR6vRsCQlliWjY9G6sCDyx5+MJixAz7s7sqgwmPHTabh0XByPLh/lhcwVCgesLD/CytAHgL87cdYDrCw/4q2UpJRpQohFwCogEpuw6i4hxHvYxHLZgB5IBJYDS4Hmq5mvAP/wVn49DSnlE0IIX+BRIA7YKITYA3wAHAcKgCggFfgpML7Z6cXAvVJK+zWw2++7VghxC7AZm/DyLiHEF1LK9S4/oF5EctgAh7EAH18GBPXrxGwUio4ROCGG8q9P240FTIhxu/3K73NaCOIAkFC5IRt9XBD+ozz3vkgYO4Gdn39kN+YbEEjcsJEe66svUL2vgKrNOZjyqtEE6QicHEvI/EEInaarU3OakKhoxi9Zzt6vv2wVm7jsUoIius/ns6moFkuJgQNZRygrK0Or1bJw4cKuTsttaqsqMBvrHMYri4scxhwhNIKA8dEEjHduo53VYKbk/WMYjjfNx2lDfYm4ZgS+g0OczsNdzAZJ9jpJ3m6JVi8YOFfQfxouifT+PGsF0QGhfJq+nWqTgQAfXy5LnsZDky7zQuYKhUKhUCgUCoVCoehJ9DyVgaIFl46P4x/r0ympNraKXTI2jqhgX7faN5RIcrdILHUQM1n0GseW7kxa8RneSvuOtOIzRPmHcOWwGSxNnNjVaXmUn00ayJb0QtYcymtxfOLgcO6Z71pZg+a8u8Pxeud7O7M9KoobERvCZePj+HxfbqvY7bOTiAh0v8yH0WxFCNBpO2cSvjpPcupLSUWWJCBakLRcEDbE++/9j3af4TefHGy8XVpj4pWtp9mbXcpHt0/Dp5Mevye578JhDIwI4PVtpzlVWEV8eADXTR3EjdMTujo1AIwVkh//bOXsduq9c0YxKNyPyKtOEx3d/ZzsnCVQryUuzJ/cslq78eGxwZ2Wy/4XZDNBnA1DCWx71MrStzX4R3be92ulwcR1r+zkQE5547FVB84yZ1gUL98wCb2Pc+81H62G3y4Zwa8XJFNQUUe/ID2BPVDIqugFrCx/lpWhAM/QtmOcxCaIe9bbKUkpdwghRtfndDU2cdyv6v85Yi3wpJRyi7fz62lIKX8vhPgeeBZIASbW/3NEBTZx4Z+llAVu9r1FCPECcDe26+t1IUSqlLLMnXZ7A1ckT+eVQ99SZWotNr9y2HSCdO6V2TOX1WFIK0ZaJX7Dw9FFKSd0b1OXXUHVtrOY86vRhvkROCXWoyKu7kDQjAEYTpVRd6LlZi3f5DCCZ7rnKgRQvfOc49iuPI8+n/EjR5M0YTIZe39sFbvg8qvQ+blf6tJsMqHRaNBotW631RFMhTVU78zDXFSLTz8/Aqf2Rxft/fd+5ZZcyldnNN62Vpmo3HgGY04lUbeker1/bzD3xluJiItn/9rVlOXnER7bn3FLLmbMgsVdnRoAlkojJR8dpy7d9nU6AMlCTSrG2aGEhYV1cXbuExgWjn9wCLWV9ks2Rw5K6LRcSj9LbyGIA7CU11H0xhH6/2YyGv/OG8PVlUk23WelIrPhiCR7vSR+Dlzwew1C69z42NdHxyNTf8Z9Ey+lqLacSP9Q/H16dtldhUKhUCgUCoVCoVB4BrVi2cMJ8dPx1s1TuOf9fZwuspWjFAIuGt2fJy4d7Vbbxz+ycuhliWyoxPEfycD5gimPCDROTk50JuU1Jj7bl8OpwioGhgdwxcR4IoPcEwd2FhvPHOJX372EyWoB4ERpLtvOHmV3/kl+f8FVXZyd59BqBM9fM4Hv04v45vA5jGbJ/BHRLE6J8Yjw6awDAQzgUBzjDn+9cgzJMUG8uyOb3LJahkQFcsvMJK6Z6l6Zj/1nynjm2+NsPVmERggWjozmocXDGRrtPSFP/m7JtketWBo3MtsEcpPuFyQu854ozWyx8sy3x+3G9maXsf5oPktGO+fM1V24cmI8V070nBDTk2z/g5WC8yqMBJUm4bshATz0kfPDqSI+25tLWY2JiYPDuWryQI+IRTuCEIJbZiby+FdprWJ6rYYbpiV0Sh6mKknWWvsV+ywGOL1GMuqGzvtefW7jyRaCuAY2nyjk3Z1Z3DQj0aV2/XRaBvVTQgVFF2MTxn0L3AXcADS35awC3gJe8KZD3PlIKfOB64QQ/wf8HJgPjAL6AWZsDmfpwAbgSynl0c7KrScipVwnhEgFFgKXARcASdhe63IgD9gDrAP+J6W0vwrtGg8Dy4AEIB54DrjOg+33SKICQnnpwrt56PvXOVtlK6WqFRouGTKVBydd7lbb5euyqNyYDfWV/8pXQ+DkWMIuHdqty71ZqozU7C3AXGLAJ9KfwAnRaAJ0XZ1Wh6jZX0DJh8cbiw2b8mowHCsheP5AQhcldGlunkT4aIhckYLhWAm1acUA+I/qh9+ICI9cW5Zyx85QljLX3Irb4uL7H2HXFx9xcMNaqstKiRo4mEmXXMGoWfPcavdM2iF++PhdctIOo9H6kDxlGrOuuZHQ6FgPZd6a2sNFFL9/DCxNv5+rdpwj4qrhBIyJ8lq/VqOFig3ZdmN16WUYTpbhN7TnibSEEIy98CLGXnhRV6dil6I3j2DKqWq8LRAMtkahy/acc9np/Xs4unUTxtpaBo4aTcrchfgFdo5zu9ZHx7jFy9n+yXutYjpfP8YuXNopeVgq6qg9bN+VTtaaqdmbT9AM9wXBHeXwq7KZIK6JnM2QNU2SsNi1z2F/Hz0Dg733OaFQdCeEEJlA85rsV0opP+3guSOB5pNlb0opV3gorxXA6/U3p0kpd9i5TzxQLqWsPO94JrbHtFZKucQT+dS3uxJ4rP5mfyllXht3V3gAIUTDD7mXpJR3OHHeSppeK4CvpJQXO3H+TmBKw20ppUcHje09LiGEFkiSUqafd3wlXrgGhRAJQIP99e+klE83i70B3AjUSSnd3yXT1O4K2nmPO9HWCCml/TJM3RAhRB7Q3FZ8uZRydQfPHQ80X4lx6r3RgfbvAP5Tf3O8lHK/nfsMBgqllDXnHW94XP+TUl7qwZyeBn5bfzO8YVOpEMIPaFio/aeU8l4P9rkDmAockFKOc6OdSEBIKQvbvbNz7XokP4VC4TxKFNcLGB0XyncPzGHX6RKKq42kDAhhsJtlUwv2Sg7+p/UC/pnvJCGDYNSN3XMBYm92KTe9/mOLcnn/WJ/Oi9dPZM6w7j0pYpVW/rjjg0ZBXHPePbqJK5OnM7LfQPf6sEhyt0DRQYkuCAYtFIQM6prXUgjBnGFRXnldhsUEOyzPmhzjeUGZj1bDXXOHctfcoUgpPVJy8nBuOT//73YMJtsKoEVK1h7JZ9fpEr785UwGRnheeGK1SHb9ubkgriEAe/8p6T9d4hfunevlWF4l+RWOF442nyj0mCjuTEkNz647wdeH87BYJXOGR3HfwmGMGtD55UK6ktJ02UoQ10B5uoaCfZLo8e693k98lcYrW5vKUq0/ms9r207z/q0XMDS6cxYhbp6ZSEm1kVe2ZjS+n6KDfXnqstROc4qrKaD1+6oZlWccx7zB53tbO1s28MW+XJdFcQpFt8EmeLublaG/xSY+CwYqgTRWlle1eW4HkVK+Abzh5DkZwFP1/1ztdyWw0slzMmnbOa/LkVLOdfL+EpvobZ2b/Tr1vEgpq7CVu1Wcx8SYoay/8o/sOneCMmMNYyITGBAU4VabtYeLqDxfoCJtLls+MQEEd+LivTMY0kspfjsNabQ2HqtYn0XkihR8E0K7MLP2kSYrZV+eahTENady4xkCJ8bg08/fvT7MVmoPFVGXXYE2UEfA+Gi323QVoRH4j+rnFRc8n6gAzAU19mNecDzz0emY/tNrmf7Taz02Js1JO8wnT/weq8W2U9JqMXN8+xZyjx3huqf/SWBYuNt9nI/VaKHkk/QWgjgALJLST9PxGx6Bxtc7bnXGM5VIg9lh3HCi1GOiOFNBDRXrs1oIMkMWDu4UN7zuhOFUWQtBXHNMGRUYz1ahH+DeuHHti//i8MZvG2+f2r2DvV9/yVWPPU1IVOe4o0+74ufUVVdxYN0aLGbbNRYcGcWSO+/rtBzMxYZGgbk9TEWe30DqCCklWevtbxoDyF4vSegeRoYKRU/jUqBDojjgCm8m4gghhAab8/aTwBhs43SFoi0WCiECpZTV7d2xXmw5uRNyctT/ROBl4EucnLfpawghkoEXgTPAiq7Nxi0uBTokiqOLPnehUaz5a+BxYChgf6CqAEAIcQO2ih8XAx4VxSkUiq5DieJ6CeL/s3fe8W2U9x9/fzVsS947HolD9iYhZANZQIAAYY9CgFJoWS1t6Y8CXaEtnVAKFAqlUMoIlJEQNoSQQCBk7z2dHe9ty5al5/fHSbFsS7KtYcvOvV8vvyzdc/fco9Pd6e65z/P5iDChX+g6cve957tzYt/7imE3h2xVIcPhVPxw/oZmgjiAOruDH85fz8qHZmKNCm6XV0pRWwDGKIhJCe2zxc1F+SedFbzxSf76oERx9eWKL3/mpGJf07QdrypG3iYM+U73i6X0x/fOOs2nKO7WKX3Duu5QPHwAeHLJnpMCHk/Kau38e/l+Hp4TnBOkNwrXg837wGGcdjiyTDHg8vA8U49uI64xKkTRqScqbFzxzxUUVTUplBZvL2DF3mLevnMyQ7NOHWFcxT7f53mA8r3BieLW5pc2E8S5Kaqq51fvbuX1708MuO6O8rNZg7nt7NNYm1+GNcrI+NNSOjWO15IGBrN2HHkjtpNNEKv8POxr+Ruqo9Ot0QRwq7u6GTo6pwoGMTAxe0jI6qv2Fz+58nhEiuKU3UHp6zubCeIAlM1ByfydZP18fIcj4Vqtw6lwlNcjUQaMcaF1363fX46z1sd1goK6rSXETw3cAbmxop7i57fQ6CG+qFxyiKRL+xM3KTvgeiOR+LNzKHtnT+sCIexuTKG6J13x1msnBXGeVJeVsvGzD5lyTeiNMm07S30K01S9A9v2EqxjwiMikjbuScUUmu1qL66j8J+bUHVNn7NuczH1e8vJuGs0prSuEYl2BfZj/p9v24/VBCWK279+TTNBnJvKokKW/vd55vzsFwHX3RHEYGD6Ld9nwuXXcGzPLqKtVnKHDEcMnXdPakyO1oZI+OgGMCWHzECmTZRDc0z3RUNIhrDo6JySzBYRk1LKd6dPE8HZOQfOd4Anu2jdOt2TGOAC2if4vIKuHRC4CjCiieJ0/PMx0B/4b1c3JEguERGDUsrP0IOTdNV5F+C7aCIvnTYQkXPp/vuljo6OF3qWEkYnZNQU+BZL2ErA0eBfTNEVfL232Gc0ZqWtkU+3BedIfHiZ4pObnXx0vZP3r3Sy9F4H5XtDtx0anP7vVxu8dEZ3hA1PqWaCOAAUbHleUbI98r7PYLhwZBa/nD2U2KimEeTxMSZ+f9kIpg3unFG4wfL1Xh/qNGC5n7JgsLcx3qqt8mAYmBnPoEzfnd0XjQyNaujfy/c3E8S5qWlw8OQSLw+tejBtCXstQeqsF27w7Ub27f4STlSEPjbKH0nWKM4dlsnkAWmdKogDiEoQek/zvr0NZjjtos7trzmzr29Xj3F9g3P10dHR0dHRCRWOMt82q41+yrqSuu2lPkVlzsoGbLt9D4JqDzVrCzjx1zWc+Msajj+yiqIXtmAvCt0gb9Xo/75QNbanr9835Qv2NBPEaZVC+Xv7sPtwVeuuxI7rRcK5fRBz03WnwWoi+ZrBROdF/kAcp8PB4e1bfJYf3LQhPOv1M3ijPeXBENU7HmNitM9yy8jQuNxXLT3cTBDnxlnbSOWyTraQ7mKMCf6FvW2Vt8X25Ut9lu1bt4r62s4971gTkxhw5gR6DxvZqYI4AFNSDDGDvd/rSZQB6xmd11dmMAkpfjT0aSMi2uBYRycScbvYJANT25rZFbc4Bs0/Mnw/rN7x61iglOqrlJJQRqfqdA2u71GCjId079vtjXN0i44aglhnMPi0M1ZKzfPYJp0S36uUusW1vs5Tvref7m7Y4943M4FJbc0sIoOBoYAdn0MUwkpb595ern0lZNGpbazP5nE8hCw6NUSEdd9USk10fW49OlVHp5PRRXE6Xonv7bsDwtoLjFGR10FR7EXo4klJdeDXwsdWKFb+1km1R/9k8WZY9lMnNSdCcw0zKq0vidG+Y2/PyR0ecN32asWRr3y3M//jniWKA7jt7H6sfGgmz80dy/M3ncmqh2Zy48S8rm5Wu4kx+46EiTGFJy4mbTiIn6rTTw/vcf/wpSOIMbf+WbpqbG7InDCX7fbtdvyln7KeSOZY7XzujegkyD4ruO/bnxsZQHX9qeVINuZeIWNM82kmK0z8lYHYXp37m3rP9AGYDK3XaTEb+f45/Tq1LeGivkJxcLGTg4ud1FeE9jdux/FK/vzJTn69aCsfbTlOoyM4gYCOjo6Ojnf8uSWZ0yPTScnRxj2nszrw65+aDYWUvb27SSyooH5POUXPbW5zve0lul9iMxFXS2KGBC6ed1TUY9vt3c0bBTXrCgKuO1JJODePrAfHk3rjUFJvGU7WgxOIDZPLWagREYxms89yU1RoXQrdtBUxHH1a+CKIxSAkzekPXtwc46ZkE5Xlu7+mI/g8DoB6P2U9EcuwVAyx3vczY3I00UHG1TbU+h7Zp5xO7PWdO1Crq0m+aiBRveObTROLidS5w0LuPNoWQ+cavHr5mONg4JWR1+ccCI6qBmrWF1C7qRCnFyFsMGwpPshf1rzD71f+jy8ObcbZLoManR7MBuCI63V7BA1u4dByIDJHmujoaLgd12aLiF+hioikA2e53n4e1lbp6MBKoND1uj3nXXd06hf4DbTX0dHR0QkX3V2NrRMmBl4uHFqivP48R2rnxMhc/52jI3IC7zzd/orTq37fXgV7FypOvzP4bRJjiuKe0bN5ZNWbrcqmZA9lUhBRRA3V4M843Vba80RxAPExZmYN96H6iXBmj8zilZUHvZeNCk/WoiVdOO0iYf/7rfeHjDGQNjK8x/6k/qm8f89ZvPjNATYeriA1NoqrxuYyZ3ToopTMfhzC/JX1RMQoTJpn4OsHnNSXN003x8KkeYagxc/j+ibz3qZjXssy4qPJSw3NQ6XugjlWmPo3IyXbNHfOqATIOVswWzv/N3VCv1Sev/lM/vzxTnaeqAJgTJ8kfjl7KAMz49tYOvLZ8aqT7S+rk3G1BrNi2M3C0BuCP8Yf/XQX/1i69+T7l789yIicBF793gSSrJ37IElHR0enpxM3JRvbTu/OauGOnwyUqBz/MX/mNsp9oZSiaskhr2XOajs1q06QMLNPQHV7YrCYiJ/Wm8rFre9DLCPT2vx8/nDU2P2OiXdWdZWhQ3gxWM1YRqR1dTM6jBgMDBw/mZ3ffOm1fPDks8OyXnOGFcuoNOo2t3ZHjxmeirlXeO8hLMNSybhrNNXfHMV+vAZDfBSx43phHRm679BvhHIbEa49DTEbSL1hKMUvb0PZHCenG2LNpN4wFPEykKcj5AwZzoGN67yWJWdlE5vk20G7J2KMiyLj7tHU7y+n4WgNxjgzMcNTMUSFZ+ClP7InC5N+Y2DrC06qXAOQ00+H0+/u/EFj4aDikwNULT8KDu2HT8wGEi86LSRR4b/99g3m72w6N7+6YxljM/vzr/PuIdYciWZAOp2AAt4F7gHmAD9sY363KO4d4MwwtktHJ1gWAt+jyQVxiZ9556A5ta0HDoS/aTqnOE400eZtaPve/7Uxv+d599wwtktHR0dHxwenVm+LTrtJGSqM/7lg9ujzFhMMuloiVhQ3KDOemUO8j7oe0yeJiQE6TTkaFGU7fZcXbw6doGzusOk8NvVWhqX0RhDSLQncefqFPDPzzqDqtaRBtJ++vuRBkfmdnsr8aOZA+qZaW00/PTeRWyb3Ddt6x9wrDL1RMLt0McZo6HexMOWRzvm5GJgZzx+vGMXH957Nq7dN4LIxOYiEbv+cPdK3SPIiP2U9lZTBwkXzDYy9Txh0jTDmXmH2G4aQuAJecUYufVJa78MAd03rf8qJEN2kDhcGXW2g7yxDlwji3EwfnMEnPz6Hbx6YwaqHZrLwrimMzev+0amHlym2vtAkiANw2mHrvxVHvgzu93rFvuJmgjg3W49W8oePdgRVt46Ojo5Oa2IGJpN0WX/E82G9SYif2YfYMzO7rmF+iO6bSFRf79GY0YOSicoOTFTmrLa3jh31oP5gZUD1eiNhZh+SrxyIKdMKAsbEaBLOzyPlusFB1WtKtSDRvoUXgQoGdcLH2dffTFxqazFY72EjGT7tvLCtN+WawcSdlXNyf5FoI3GTs0m9LvCBgh0hKieOlGsGk3nvGaTfOiKkgjjQBKY+y7qhgDJYovslkvXAeJLm9Cfu7BySrxhIr/vHEZUb/GCdkTNnEZfs/R5n4hXXhbSvoTsR3S+J+LNzsI7J6BJBnJvcqcIFLxu56HUDl7xjYNrfjSQP7P7fSfXq41QtO3JSEAeg7E7KF+3Dtic4N8jP8jc0E8S5WVewj6c2fBBU3TphYl5iHPMSJzAv8VzX/3Bd8Cx0/e8tImN9zSQivdCi/hSwwMc8t4iIcv1N9FNXvmueT9pqnIhMExEF/Mdj8gHX8i8FUmcwiMgQEXlJRA6LSL3r/3x/285j2UtEZIGIHHMtWygin4rITSLit7NTRLJF5LciskJECkSkQUTKRWSbiDwlIgNazJ8lIg7XNvlbG3X/wON7O11E/uV67RARvyPsRcT9Xbzc1udvLx5teTaIatYB7pFBbblxeYqOgmqXiMzzmK/NBwbu/dZj0m/cywdaZyhw7eNKRLxa44qIQURuFZHlIlIpIjUislFEfioiZhF5wLV8fhvryRGRf4jIfhGxuY6NRSIyw8u8y1zbxR3pdLPHdukb5EdGRD521VUo4jsTSUQSXG1VIvJ4gKtzn3cHiojPmC8R6QOMBRxoAmZf893hsS18RmuKyAnXPD7r8pj3Atf2/qfH5OMtj4GO1BkKRCTG47P+3cc8OSLyhIjsdZ1ri0TkXRGZ4ip3/1480Ma6LnbtF8UiUisiu0TkzyKS0WK+Ia5t9bHH5G8lxL9JIrLSVefGUNWpo6PTPnSnOB2f5J1vIOccRcEacNQrMs4QYlIiu3PiievH8IuFW/hw83EanQqDwIwhmfzlqnHJmZQAACAASURBVFEB12kwgTEGHD5SFcwhNtWZ3W8cs/uNQykVsg46g0kYdLWw5V+tBQHmODjt4sj+Xk9F0uOjWXT3Wby2+iBf7CjEaBAuHNGLa8f1wRLGTkuDURjxPWHoXIWtFKITwWTpOfvHzZP78uGWE+w43vzBYXZiDD+aObCLWtW1mCxCvzCcA2KjTbzx/Yk8/P42Pt9RiMOpyE6M4c7pA5jbjaKMezo5SZEZPxcoexf4dqDfs8BJ7tTAz59vrjnss+y9Tcf47ZwRfqOvdXR0ejZKqZeAl7q4GT2OuInZWMdkaHGDTkX0gGSMPqL2IoXUucMoW7AH2/YS7XGjQRO6JF8R+LWmRBnBIOD0LvA2xIT29yd2XC9ix/UK7T1ptJG4SVmaUKBlWZyZ2DMiU+h4KpOQnsHcPz3Bxk8/JH/zesxRUQyaeDbDp52LyU+0arCIyUDSxf1InJWHo9qOMc6M9KBrrPipudh2lLYSuprSLMRPze2iVnUthhhTSBy0WmJNSOSa3/yRpS/9i/xNG1DKSWJmLyZdeT3Dzmn1nFani+gJznCeVH/j3TEfoHrFMWIGBu5Q+M6eFT7LFu75lgfGXxVw3TohZl7icOBuYC7gKYSrZl7iK8DTzKvYFsI1fgWUAilo4iHvNplamQFYqZQ6GqrrvG7GdcCfAU+7/1zgeuAqEZmrlPpfy4VExAq8RmtxVjpwvuvvDhG5TClV6GX5G4B/Ay0tHRNdf8OA20XkSqXUhwBKqeMishSY6WrbfUopXyM+r3X9366U2iQirwG3o33fVwNPeltIRCYBfV1vX/NRd1fyLvAj/LggikgC2jYCTRTXllviKY+IRKNtq9ktik4HHgOuApa2o6qpwEOA58iwLOBS4BIR+ZlSyq+gM8S8BlyAdlxOw7e74GVAtOv1/ADXtQSoAuJd9fk6p5+MrFZKFZ2i590OISLjgE/RXCLdpKGdBy4RkZ+0rxr5J3BHi+mDgPuBG0RkmlKq9Qh4HR2dHokuitPxiylGyDkboHv8UMdFm3jiujH8YvZQDpbUkpNkITvIB/5iEPrMFA586P1+I++88GybUF8cDb5OcNhg99uKxlptWmI/OPN+A5bU7vH9nmokWs3cNW0Ad00b0PbMIcYYJcT2QOO0+Bgzb90xiVe+PcgnW49jdyhmDMnglil9SYuLbruCCKFku6L6qCI+V0gZGrnHb3aShefmnklFrZ2qejtZiRaMQUbg6Oj4o8q3bs1vWXsorvYd62azO6mub9RFcTo6OjphwBBtwjoyvaub0W6MsWbS5g6jsaIeR5kNU4oFY0JwEduGaCOW4anUbWkdKQlgHePdMT1YQn1PmnB+X5RDUbPyOMquCdnNuXGkXD0Ig0XvnopErAmJTL76O0y++judvm4xGzEl97xrK2NcFBl3nU71imPU7dAioi1DU4ibnI3BGtmiX0/q8ytwlNdjSrcGFa0cbpKzcrjiwYepq6rEbrMRn5Z+yjrE6XQO/pxd/ZW1hxJblc+yioZa7E4HZkPPO292O+Yl/gRNVOLtZBMH3AncwbzE+5hXEahDUTOUUo0i8j5wM5o441c+Zm2Xm1YYWAuMQRPKPOyaNhs4hibm60weB2qAvwGfoYnUrkCLQTQDz4nI50qpkhbLvYnWZoUmonkLrf29gGuAG9Bc+D4UkSlKqZOdSC6Bx8toArUDwBPAVsAGnIYWEToNTaTzbxHprZRqdC0+H03w1RuYAKxs+YFEJBM4x2N+0ISSh4A+aEJAr6I4NDEgQAHwuY95upKFaKK43iIyVinlTfB5MZrIcZtSalcX/M5f5Fr/Btf754BgHPI6gxdoEsR9hbZ/HAVGooncJqG5m7XFn4BG4Bk0AaMTTSB6H1qc7Z9F5COllDuL6za08+BHaOK594Ffu8p8q8rbz7tALWBFE4P6EsVd4/q/Rym1JpAVKaXqReQjNEHqZcAjPmbtqvMuwDdo596rgF+4pp0LlADeOxe6GBHJARajiYUb0M6XH6DtT5cDdwF/R9vv/DHK9ZcPPApsBLKBHwOTgRy049QdZ3sAbVtNBp52TbsJ2AKEzppfR0eny9B7HbsDdhtsWwDHNkBsOoy6FpJ7hsuO06korKonNtpIfEzoOv8y4mPIiG856CZwRt4mlGxVVB5sPj13qiaY6w6ICMO/Kwy6VlG+F8yxkNS/e7RdRyeUxEWbuHNaf+6c1r+rm9JhagsUK37jpGyXe4oieQhMnmfAmhm5x3Oi1UxiN3rAE6k0VCn2LVIcX6kQI+Scpbn89SQ3x2CJzYL6ct9lwTAyN5Gv93rvL8hJspBiDU7woKOjoxPJ1Nrr+WD/GnaVHSXDmshl/SeSGZvU1c0KCU6ng5qyMqJjY4mKCZ2DqikxGlNi6AZdJM7uR8PRahylzS3MrWdmYhmaGrL1hBMxCEmz+5Ewow/2EzUYrCbMmbFd3SwdnU7HYDWTcG4eCed2v749e1EtJa/uoLGg9uS0qNMSSL1hKMa4yL0etsQnYIn3Hm+t034c1Q1Uf3uc+j1lYDRgHZVG7Jm9ELPfxMBTClNKDI1F3sVvppTg+qqHp/Zha/FBr2WDknN0QVwkoAni2uOKJMDfmJdIqIRxaGKQm4ERItJfKbWv2QpFktGEV9DJ4gylVDWwsUUk4HalVH5ntsNFLXCOUmq9x7SPRaQIeBBNiHEx8F93oYjMpUkQd70XJ7n3RWSxa5kz0ZzKHvMo/xWaIK4YOEsp5Sn++QZ4VUTmownUegETga9d5e+gCY6i0UQ+rURxwJVoghFwieKUUspV5wPARBHpo5Q65LmQK17SLQ56Uynl8FJ3V7McTcCTim8XxK4UHaGU2g7NBhSdUEpFbDSiiExGE3ECvAHcoJRyR2+sFJG30YRyI9pRnRO4VCnlGTm5RET2oYkDTWiisYcB3K5cIuIWjZaGclsppapF5D00IegVInJ3y/1aRJKA81xvXw9yle+ifb6xIpKrlGpmi+4SrE5BO3cs9LJ8WFFKVaGdez2jsLcppU50dls6wB/RzsMOYLZSylOsu1REPkfb7u152LQBmKGUOvm0QEQWAN8C44CZIpKplCpQStWjbStPq5A9kXws6+jodAz9jjXSKcuHp8fDu3fC6n/B0kfgyTGw/uWublnQvLnmMNMeXcbEPy5hzG8Xc+er6zhWHtyIuXARnSTM/KeBM34i5JwDfc4TpjxiYOKvBelmrkdmq5A+SnRBnI5ON0Mpxde/8BTEaZTthG9+6TsyUqdnYCtVLLnTydYXFCXboHgzbHpGsezHTuy1vpITug/l+xTHvlFUHQrus/Sf4/u3bcBlwf3u3Tgxj/ho7+NJfjC1H4Zudj2go6Oj0172lh/nggW/4dcrXuO1Hct4fN0izn37V3x8wFcqU/dh/cfv8/w93+Nfd93CM9+7ng+f/Cu1FT7U1V2MKSmazB+NIemSfliGp2I9I4O0W0eQctWgrm5ahzFYTESflqgL4nR0uhnKoSj+z7ZmgjiAhgOVlM7f6WMpnZ5CY5mNwqc2ULXkEA2Hqmg4UEH5on0UvbDlpPtnd6bhSBV120toLAmubzp2ou/RWLFBxgTPHTadaKP3Z8C3jzw/qLp1QoAWmfpYm/M15zHXcqHgUzTBF7SO+ATNpc0MbFBKHQjROrsjT7YQxLn5l8frYS3K7nX9f9dbtCqAUuplmlyp7nRPFxEDWqxtOfBSC0GcJ5715njUWwF86HrrKyPZHZ26ssV3+6q7GTSJ3zyZDmS6XkdidCouQdP7rret9msRsQAXut52iSiuG3K3638FcIeHIA4ApVQZcGs763qzhSDOzX+BetfrlsdTuHG7Jaajxbu25HKa4pMDjU518xGam5mgRXu2pFlkdZDr6vG4BItui/LnWwjiAFBKvQf8p51V/sRTEOda3gG86DGps/dPHR2dLkIXxUU6i+6B8hYjwJQD3v8xlHbfe5fXVx/i/nc2c6hUu09rdCo+3nqCa//1LdX1bbmedg0mi9D/UgOTHzYy4SED2ZO7nyBOJzwopWho7P4dgDqRTdFGqNjnvax8LxRt7P7CKB3f7HhVUe3l1rlsN+xd0H2/+9pCxRc/dLD4Niff/NLJJzc7+ep+B/UVgX2mvrMMDL5OEI8rXDHA4OuFvPOCu+zNSbLw3++NZ3Bm/MlpCTEmfn7BEG6a1DeounV0dHQimfu//A+FtRXNptmdjfx8+UuU1HXfFInVi95m6UvPUV2iuYA6GhvZ+c2XvPnbh3A02ru4dd4xxJiIm5JD6txhpFwzmJhByV3dJJ0IQSmFcuj3pDrhxbajpJVbpZv6/RU0HKvu5BbpdCaVnx3EUdHQanpDfiU1ayPZcMQ/9uI6Cp7aQOE/NlLy8nZOPLqW4pe347QF1j8dNzmb2Am9mgdnGoWEWXlYhqQE1dYBSVk8e+5d9E1oik1Pjo7jlxOu5ZL+44OqWyck3I33yFR/CFoUXNAoperQhHHgXRTXpW5aEcRn3ia6XOvcB/7Jg1VE0miKkfyijbrd27+/iOS66nUqpc5SSiUDP/ezrOeJtKXdtFuw1qeF4xMikgWc5XrbTOCjlNqGFhkImnNWS9zRqfuUUqv8tK2rcTtsjRCRltEvF6BFZe5VSm3u3GZ1P1wizVmut++5RJetcEWKbmlHlb6Op3rgsOttcD9+HecTNHdB8C4GdU9br5Ta5aW83SilKmkSw+rn3eA5nybXy1f8zPdCO+qqpclxsyV7PF539v6po6PTRejxqZFMWT7kL/dephyw6XWY/lCnNikUOJyKp5bs8Vp2uLSOBeuP6A+XuyE2u4OiqnrS4qKxRJ0adv3V9Y387bPdvL3uMJW2Rob0iufOaf2ZMzqn7YV1eixVRxS73lAUrlcYo6H3dGHgVYLZGpyIti0HrcpDivTRulC3p3J4me/v//BSxdAbO7ExIUIpxfIHnFS20PgXrIFv5zmZ9nhgvyWjfmBgwGWKY98qRCBrkmDNCM2xcUafZD79yTnsOF5JbUMjw7ISQ/abV9vQyPZjlcTFmBjSS4920tHRiQy2lxxme+lhr2UNjkY+2L+Gm4fP7ORWBY+9oZ4173nvly45cojd337N0LOnd3KrdILF2eDAWW3HGB91ykT5OWvtVHx2kNr1hagGB+acOBKm98YyIq2rm6bThewuO8oLWxaztmAvceYYLuk/nhuHTiPGFFy8qd1HJKSbxqJaorLjglqHTmSinIraLUU+y2s3FxEXpAtaV6AanRS/uLW52FOBbXsJpW/tJm1ux81DRITkywcSf04utl1lYBQsQ1MxJoQmXnhS9hA+vmIeO0qPUO+wMzy1N1E+3OM6SnVDHbvKjpIYHcuAJN+OdzpemJcYB8wNcOmbmJf4c+ZVhEJZvBDNBWmyiKQrpYoARCQWTWwAujjjiJ+yerRnpp7PTU/3eP2UiDzVzvWc1nJdbkcuEUkABgADgeFoMX5ne8za8kL2QzRXr0RaR6he5ZrfQXO3OTevAqPR4h1PxuqKSBRNgp1g3bLCzWdADRCLJjzydGTURUcdIxstihbAm2OiJ2uAkW3M09bxBJ2sQ1BK2V0RsD+gRYSqiKQA7g6MUO33C9HcCqeKSJLbmczleubuVFgQonX1dEZ5vPa3f65Di+71d9N/wk8kdL3Ha10no6NziqAf7JFMte/OBq28sHPaEWIOl9ZyrML7yFKAVftLdVFcN8LucPLop7uYv/oQVbZGrFFGrjwjl4cuGtqjxXEOp+LmF1ez7mDZyWk7T1Rx7xsbqayzM1ffh09JKvYrlt7rxO7RjbXtP1os5LQnDJhiAhfmWDMF8C2M0sp1APYWVvPW2sOcqLQxuFc815zZm7S4loMsuxeOej9lrQfrh4VV+0v4x9K9rM0vIz7GxOVjcrh7xgASYgLrgC9YQytBnJuijVC2R5E8MLD92popQcel+mNoVmhFa08v3cuzX+6jyuVGMKRXPH+8YiRj+ugOQDo6Ol1LW05wxd3UKa7k0EFs1VU+yw/v2KqL4roRyu6g/KMD1K7ThGESbSR2fC8SZ/VFTD1XHKfsTor+tQX7iZqT0+xHqyl5dQcp1w7GOibDz9I6PZUNhfu59dMnqGtsuknYtXYhyw5v5cVZPyLKGHhXsCnZ/z2VMTkm4Lp7Gg3Ha6hdV4CjuoGonDhix2ZisIZGuNQlKMDhuz+is+JT8zetZ/Witzm+ZxeW+ASGT53B+Muuxhwd2L5Xt823+6HNFaVqSrUEVLcp1ULc5MCWbQsRYVhq75DV51ROnlj/Pq9sX0pto9b5MCItj0emzGVwij7wt50MBwJVBcehxbetDkE7PkBzOzOhxaW63XQuAmKA7UqpUz3v2vdNQBOeHUqpPufyT1KzCkVygPvRRF19vMzv80SqlKoXkXfQIi2vAu7zKHZHpy5RSnl7YDgf+AuaeOQ64BHX9As92hiR0alulFI2EfkEuBIPUZyImIGLXbPporj2kenxusTnXBrteQDd0eOps3gNTRTnjlB1uzxegRYj7QTeCNG6FgHPuuqdTdPxdIlr2vpTPLK6I7j3z1qllE8RgeucWEmL82wL2rNvQtfsnzo6Ol2ALoqLZNIGgtkK9lrv5Vmne58e4cRGmxAB5aMvJS5a3y27Ez9/ZzML1jdl+tU2OHhl5UEOl9Xy0ncDs+7fX1TNin0lWMxGzh2WSaIluI7D2kLFjlcVR79WKCdkTxKGzhXisgO/3lmyo6CZIM6TJ5bs4dpxfYiKkAcwNScU+Z8o6oohsR/0PV8wx4X2Wq+hWrH7TcWRZQpHA/QaJwy+TojLObWuKbc831wQ56ZsN+R/rBhweeDbo9c4iM2CmuOty2KztXIdeHPNYR5YsBmnx2/Ms8v28fL3JjC6t7/7pLY5XFrLhsPlJFvNTO6fhrETI7Qzz4SjX/kqC387lu0q5Lb/rqXRtWHr7A6e+2o/K/aV8NYdk4gxd1wEXZHv3/2wYn/gorjuxItfH+CvnzZ36995ooqbXlzNZz85h6zE8DxI0dHR0WkPg1JyMImBRuX9Gc3wVG/PcyKfKKvVf7nFf7lOZFEyfye2HaUn36t6B9XLj+KobCD1+iEB1Wk/UUN9fgWGGBMxQ1MxRAc34KuxuI7KpYex7SwBESzDU4mf0QdTYuADN2o3FTUTxHlSsfggltPTkU68XvWHvbiO2nUFOKvtmHPisI7JCHqbtsRR3UDV8qPYthajFFiGpBB3Ti6mpO49OKaj/HXNgmaCODdrC/bwSf46Lu0/IeC6LcPTMMTtx1ndOmLanBVLdB/d7RigavlRKj7af3JMW93GIqq+PEL6bSMx94oNqm57US32Y9UY4qKIPi2x045xMQrR/RKp3+c1Za1T4rx3fbucD574y8kO5aqSIlYu+B9Hdmzj6l8/gsHQ8XOKr3MoAArsBbUBi+K6E89s/IjnNn/SbNrW4oPc+ukTfHD5r0mO0R0g20F8Fy8PgFKqTESWAeeiiYfcorhwuGlFRsd3+PE8udxJc5c2f5wUwYjI2WiCRc8fygJgO7AZ+AYoBT73U998NFFcHxGZoJRa5RLaTfYob4VS6riIfIG2T1xLkyjOHZ26LtgIyU5iIZooztMFcQaaKOaQK+4zVPTkfdvTtrQnf86vgUNoAtSraRLFuaNTv1JKHfW2YEdRShWKyAq0GOPLaBLFhcvFsCd/b+79syd/Rh0dnS5CP7FEMpYkGHuL97KEHBjlLQ498kmPj2ZKf99RHnPGdD+7/VOVQyW1LNzg/dpx2a4iNh0u71B9jQ4nP/3fRmb+7Ut++e5W7ntrExP/sIQ313iPbGoPtUWKJXc72f++or4MGiog/xPFF3c7qT7mX5Dhj+V7in2WFVc3sP14ZLhmHFzs5OMbnWz/r+LAh4qNTyk+nuukfG/gn70l9hrFsnud7HhFUXUYagtg/weKz+90UnkwdOuJdBwNiuN+xnQeWR7cthCjMOX3BiwtDB8sGTDld4aIeeDVlRRW2vjFu1uaCeIAKm2N/PR/G1G+1NhtUN/o4MdvbGDqX5fyo9c3MPeF1Zz95y9YfaC07YVDxLC5BoxeBr9HJcDga8L/3f/p450nBXGebDlawXubjgVUp6WNVC9res/fpx1OxfPL93stq7I18trKQ53cIh0dHZ3mZFqTuMSHgCIvIYOZeaM7uUWhISU7l8x+A3yWDz1rWuc1RicoGo5WNxPEeVK3uQh7kY9Bhj5Qdiclr2yn4O/rKX93H6Vv7OL4H1ZRu7kNJ38/2IvrKHxmoyYKq2nEWW2nZtUJip7ZiKMycMtf217vg7QAHKU2Gkv8R112FtUrj1Pw2Fqqlh6mZs0Jyt/dS8Hf1nb4u/GHo7qBwn9uovrLIzSW2HCU2qhecYzCpzfQ6MMFqidSaqtifeE+n+WL8zcGVb+YDaTeNAxDXPOBi6Y0C6k3Dg2q7p6Cvai2mSDOjbPaTuk7ewKu11nvoPjl7RQ8to7S13dR/PwWTjy2loYj7TXBCJ6E8/LA2PoezZAQFfboVOV08tVrL3kdYX1kx1b2rV0VUL3GNoTJbZX3BOob7byyY5nXshJbFQv2fNu5Deq+BHswhvJgXuj6f66IxLpiMi9yTWuPOMPzQPPXMRMSIV83wPOCq0IptbGdfxUAImJFizVNQItA/RHQWynVSyk1Qyn1Y6XUW2jxp/5YCrg74K52/b8K7Tuy4T+e0S3SGSkiA0UkmiaHtUiPTnXzIWBHe6Z9iWva5a7/gURTnqr7tqc7XBs9swG7JHY5SnsI8Lrr7RUiYhCRNJriTEO937vPuxeISLTruJ/lmtZeUZx+7m3aP2Ncsd9ecblE9uTtoKOjEwZ0UVykc97vYMIdYPJ4Ep47Dm56D6KCG13YlTw8Zzjp8a07Fm6alMdkP4I5nchi7cFSn45/AGvyOyYYeeqLvSzYcLRZnXV2Bw8s2NxhgZ2bXW8obF70a/XlsPO1wEVK0W24wLVV3hnYShVr/6pQLW6p68th1SOhi7bY956iwoumw14FW1/snAiNiMHfLhWCTZHYT7joNQOT5hkY+X1h0jwDF71mILFfzxcPtYdFG49h9xHpsr+4hvWHAjuPPPLhDt7deKyZ2O5YhY1bX1pDUZWfXNMQkjRAmPZ3A70mAAJihJxzYPpTBmKzwvv9H6+oY+cJ3/2zX+wILM495ywh2oehQFwupI8JqNpuRUl1Pcf9RMpvOerdiUFHR0enM5k36XquHjQFs6HJ0Xt8r0H8Z9a9mANwZYkUzrv9HmLiWvejTrj8GjJP698FLdIJhIZ8P7+VChryOzZYqeKTA9Rta54kpOodlP5vV8AirqovDuGsbWw13VHRQNXyIwHVCbQZDSvmrr8nbSypo3zR3lb3SY6KBsreDlwg1JLqr4/hKGl9TeWsslP5xakzyMDZxiAgp98b1vYR3SeBrJ+PJ+X6wSRc0JfUm4aR+dOxp4SbVnuo3VDos1/AfrgKe2Fg55HyhXuwbW9+bnKU2Cj+z1acttbnl3AQ3TeR9NtHEt0/UZtgFCyj08m443SM8VH+Fw6SkiOHqCwq8Fm+f31gBkHW0emID9dKc24cUTk93yHtSHUxFfW+HfO2lZw659Ag2QZ4yY5oF9VojmGh4l20M1EMcB6am1YCsE8ptakdy3ueVLxmE4tIPM1dz3oynt+N35wOEZklIj8RkctExH0CuRjIcr2+Ryn1lFLK2wWg30xkpZQTTVwHTaIwtzjuA6WUP2HlO4B7tMTFaHGSsYQ2QjKsKKXK0YSBAJeKiKBFBEPHnLjc+7e/3O3cDjavO7EPcJ/024oi654j4JpwC98ygAloLm4moAF4O8Trcovi4tCEd+cDFmBbB5wY23PuTfVV1kPY7PHa3/45kuYunjo6OjptoudURjpGE1z4Z5j6cyjaCdY0SB/U1a0Kmv7pcXz643N4ffUh1uaXkmgxc8UZuZwzKL2rm6bTAeJj/Meaxse0/xTjdCpeW3XQe5mCV1ce5PQAog+Pr/Td6XtsReAdwhefns2/vz7gtWxARhxDs7q+X+DQEoWzdaoJAJX5ULpTkTIkeDHNsW/8bONvQDlVUC5mx8rr2HWiivT4aEbkJAZcT7gxRgmZY6FgrffyrMmhES4ZTELuVPA/YOjUpLzOv9NGRRvl3qiy2XlzrXe3yur6Rt5ce5i7p/t2mgklKYOFs/9kxOlQCJp7YGfQVkysMcB2GKOEyQ8b+OaXTho8nlfHpMHkhw1o/Vs9m/gYM1EmAw2N3lWzqXHhfbiko6Oj0x6iTWZ+N+VGfnzGpeyvKCDDmkheQkbbC0Y4mf0GcPOjT7P58084sW831oREhk87l97DRnZ103Q6gLRxz9lWuSfK7qBmrQ/RhUNRs+oESRf360jzALDt9D1YzLajFGZ3vE4A66h0an20N6pPPKakrn9eUrPet0Co4WAl9uI6zGnBi6nqtvt2cm8pJAqEw1VF7C8vICsumUHJOUHXFy7SLAmMSMtja7H3vpXpvUNzfhOzAevp3f93IBx4E8A2L/fRSeMHR1UDtZu97+POmkZqNxSG3anNjSaMG4VyOEGkE+Nb/T/3DCQ6FcAQYyL1hqGUvLYDVd80otSYEkPqdYHFb3c3kmPiMIj4FNWmxuhGLO1iXkU18xJfQYvX7CgvM68iUEFdK5RSx0RkNZoI5FI0FzFov3DIc0RpHx/zzCQww41uFymilDokInuAgcD1IvIrpVQrJamIGIB/AAPQtrn7QZfnaJsNflZ1rcdrXxewrwE/AQaJyBRgkmu6X9crpVSViLznWsfFQJ6raKlSKrD4h65hIZrY6DzgHDSx4QlgRQfqKEdzSPO6b7tc9M4JrpmRi1LKISKfobnsXSwicUqpVucfERkEnBnOpoSxbm0FSm0Wka3ACGA24B5+/YlSyrfldmDrOiAim9CEXJfSJFzriGCz5bnXm1XreYG1sNucez9Dc800okU8+zq2vxPGNnSX+iUEmgAAIABJREFUbaWjo9NBdFFcd8GaAnmTu7oVISUlNqrThATdCUeD4vBSRflesKRC3vlCTEpkCgPOGZRGSmwUpTWthSYxZgMXjMjyspR3quobKa72LVg5WBLYaFp/mgoJYuD86N5JzJ2Yxysrm3c2x5gN/HbO8MArDiH1bZhitVXeXpQ/B7QgLiHrGjSXwPc3NTl0jchJ4InrxtA/PTJH6474noHirU4cLUwKEvKg3+zIPI4jjcOltRyvsNEvPZa0uI5FlZzRx4ftGGA2SkCiyqPlddjsvnfyPQWdF1fjxtBJYjg3GfExnNEnyafT3oUjegVcd9pIYfYbBg4vVdScgPjekDtVMEadGseLJcrIJaOyeWe9d5eYa870O1BYR0dHp1NJtSSQaun6gR+hJC45hclXh7M/tXvibHBQt7EIe2EtxqRorGMyMMb6HxDVVViGp1K+yIhqaJ04ZbCasAzxfX3YEkeVvZkooiUBx5H6u6wJ4pInemASltHp1G1sHu0q0UaSLokMt0NnjX8BkLPGDiEQxfm77/R7v9oGVQ11PLD8v3xxaDPKtZIxGf14dOqt5MRFZqLUz8Zexu2Ln8bubC7OGpGWxyX9xndRq7oXjcV1OKobMKVbO3zui+oTT83K417LJMqIuVfHUz8ai+poZlvegkDd54JBjJ3rRJma05vU3D6UHPHuWjZwQuB95jGDksl6cDy1m4pwVNRj7hWLZXhqp3/GriIlJp7pvUex5JB3A7ErB/Ws5xFh5mngDjr2666AZ8LQloVoorjZaK5I0H5xxlaP17eLyKtKNeWQiEg68McA2+UZt9CdYpD+ATwB9AL+JSI3eW4TF39AE8QBvOIhNPJUNV+A5irYDBH5P7Tvyo3XEZJKqXUisgsYDDyFJkwsBz5qx2d4FU0UdzaawA+aYlW7C4vQjhcr8Jhr2kKXi1572QpMA84WkeFKqZbfxyNozmKBUA9EE/n79tNoorhk4EkR+Z4rbhQAEbEA/ya8I/Ld54Jwb6v5aMfmlUBfj2nhYCGaKO5itP0AOiaK8zz3fl9E3vLct0WkF/D7ANvWLc69LlH3QrRo6B+IyP+UUl97ziMik4EfhrEZ3WJb6ejodBxdFKfTIb7cXcQbqw9RWFXP0Kx4bpnclwEZ+oixUFF9VPHlfU5qPQZ7b31RMeEXBnKnRp5AINpk5NGrR3HHq+ubudwYDcIfrxhJoqX9nYfx0SbS4qIprvYeRZiXag2ojdlnCbv/573zMOes4Lbp7y4bwZQBqby59ggl1fWMzE3klsmnMSAjMgRbmguc988uRkgKkSY1e7JQusP7erImEvDI4YcWbmHRxuaD1bYerWTuv1fxxc+mEWMO3CG50abI/0Rx/FsFAjlThLxZwQtxUoYIM54ysONVRcE6hTEG+swQhnxHMMdG3jEcCE6nYuWBEoqq6hmenRCy34CCShs/e2sTy/dofUVmozBndA6/mzMCS1T7vuvpgzMYnp3AtmOtY7KuHdebjPiOu2VkxMdgMgiNPh5C5CSfGjFBv7x4GDf+exW1LR44nz0wjQuGBy6KAzBZhNMu6hnHRyD8cvZQdhyvZPvx5vvtj2YMYGK/yHzYqqOjo9OV7F2zkq3LPqeusoJe/Qcy5oJLSOrV/sE4Ov5pOF5D8YtbcFY1iZkqP8sn9YahxAxO6cKWeccQYyL5ygGU/m93c9GIUUi+chDSgXsGY7wZiTb6FMYFGg9pGZZGzZoT3suGpwVUJ4CIkHLNYOqGpFCzvhBnrZ3ovATiJmdHTJRlVG4cvkL5xGzAnBHYfX5LYoamUF101GuZZVjg++3PvnyRL49sbTZtQ+F+bv/sH7x/2a8wGgIXzThtjdSsKcC2uxQxGrCMTNOiHIMU4kzMHsKrF/2U5zZ9wpqCPcSbLVzcfxzfHzmLaFNkils7inIq6veV46yxE5UbjykUwko04Wvp27tpOOC6LjcZiD0zk6SL+7UZV+zGOiqdqi8O01jcWkQbNzkbQwfcK90Yk6K1x9I+dHGm5K53hewMpt/8fRb+5WEc9uZi24ETJpM3aoyPpdqHIcZE3IRT91ri15Ou40BFAfsrmn6rBOH+cVcwJKUnpwiGmHkV25iXeB/wtw4sdR/zKlqJpELAQuBPNIl7DgPtyhlWSh0UkW/RXMimAB+JyFNAGVp86E/Roj4PAKd1sF2eFrcPiMiTQI1SKpTxseHgGTRB2WQ0h6KBrm2yG8gGbgbmuOYtAH7psexHNIml/iAiGcBitDjTQcAttHYm8zcSaT7wME2uVwuUUt4fqDTnEzSBXhra92cDFrRjuZAjIu5ftINKqb7tXU4pdVxEVqLtm2NdkzsiOgJ4HU0UZwQ+E5HfAZuAHOA2YBawHwjEyrkAzeHrWhH5GE2Q+o2n4CwSUEotEZG30OJ3vwv0EZGngaPAEOD/0NzVTi4ShmYUoIk7zxeRS4AiYIs3F8YgmY8mdHTbv1YD7/maWUTuAP7pevugUupPHVjXQmAeTVHIe5VSm33P3hyl1C4R2YB2bM8A3hORZ4AKNJHzfWjuiPk0Cfzai+e59yEReRaoUkrt7GA9ncH/oR2H8cBiEXkc+NhVdiHwY5oLh0O9f3puq5+ISBVQ3874cR0dnQhGF8XptJvHPtvFU1/sPfl+3cEy3lx7hOdvOpOpERh7WlBp4+11RzhSVkv/9DiuPCOX5NjIjiFb9UhzQRyA065NTxtpCItjXEWtnap6O1mJljYj8rwxY0gmi39yDvNXHWJfUTW9U6xcP74PgzI7JpQxGIQbJ/bh75/vaV0mMHdSnpel2mbwtcLRrxQ1LQbqWtJgyI3Bb88LRmR1yBGvPXy1u4iXVuSzv6ia3GQrN07M44IAnJiyJ0NCXy0qtSV55wuWtNDsT/3nCPmfKapbJEyarDD8u4F16J+osPHeJu/u7ccqbHy4+ThXjg2sY85erVj2UyflHrvaiVWKAx8rpj5mwGQJbrskDRAmzeuZAp+tRyu4e/76Zs6NM4dk8PfrRrcZp+wPp1Nx0wur2eXhumZ3KN5ed4T6RidPXd++Dm6DQXj51vH8atFWPt1WgMOpiIs28Z0Jfbh/1uCA2pYSG8WFI7N438v+aDYK157pK0miZ3FGn2QW3T2F55fvZ01+GfExJi4bncONE/MwnSIj6MNFcmwU790zhc+2F7Byfwlx0SbmjM5hcC990IGOjo5OS5a8+CwbP/3g5Ptju3ewZelirnzwYXKGDOvClnnnWHUpC/asoKC2gkHJ2Vw2YCLxUZEhVvKGUorS+TuaCeIAVIOTkvk7yXpoPIbo0HcjldmqqW2sJzs2JaD4dOvpGZiz4qhZdZzGUhumNAuxE7I6HMspZiOxZ2ZS/Y2X+xCjEDshsIEA8TN6U7ezFGdVc2d0U2oMcWcFF3koBsE6OgPr6NBGWdZtL6H622M0ltowp1mInZyNJQBRpPX0dCqXHMJR1vpZbezELAyW0OxP8WfnUrepGEdF8/UYrCbiZwR2vb6//EQrQdzJsooTfHlkCzP6nB5Q3Y7qBoqe26w5gLmw7SyldkMhabcMb7cAyxenp5/GM+cGkuAX+dTnV1D6+q6m71rAMjKNlKs7JoJtibI7KXphK45SD9v3RudJ17fky9o3qlBMBtJvH0nZwr3YdpWC0mKc46ZkkzAzsH3RlBJD9MBk6ne3TvoSswHrGadGlG3eqNF85/ePsfaDhZzYu4uYuHiGT53JyJmzAvrt0Gki05rEu3N+waf569lQuI/E6Fgu7T+B0xIzu7pp3Y95FY8zLxE0Fyt/O6ZCE8Q9Ho5mKKV2i8h2wH2BvKCDwpzvA0vRBFTnu/7cOIEH0ARxP+hg09YAhWhivRtdf8uJ8LhKpVSjiFyMJsCajiYOfNnLrIeBi5VShR7LHhWRH6MJ66KA+11/njQCD6KJQTJoEvB4wy2K83zf3s/wP+Bu16QPlVIV7Vk2wlhIU2xsCfBlB5d/EbgEzc0rmyYBlJtv0YRNnwbQtg/RIpR7A0tc0/qjiewije+i7WtT0eKQZ7Yo/wwwo+3v7RFddpQP0Y77BJpEajOBL0K5EpfIdwWawBfgXaVUgPbfba5rs4h4Cio7KtgETZj5OZqL32yaO0g60UTJo+m4KO5boBRIAW51/S2m+bk9IlBK5YvIHOBdtP3jQdefGwea8Njtmhfq/XM3sBfN+dP9HexBEzHr6Oh0Y3RRXA/G4VTsL6omxmykd0pwo2/3FlY3E8S5aWh08ouFW/jq/6ZjCNANKhx8sbOAu15b3yzy7okle3jpu+MYmxea0e35xTWsPlBKXIyJ6YMz2u1k5IuKA4rSHd7LnHY4uFgx+NrQbeMjZbXMe287X+wswKkgJ8nCXdP7c8OEjovP8lJjefCioUG36Z7pAzhaVsfb64/gvk2PjTLy8JwRjMpNCqjOmGRhxtMGdr+pOPq1Qjk1Z7PB1wiW9MjZZ928/G0+v17UNEAwv6SWr/cWc+/MgfzkvI5dd4lROOdRA2v/6uTEakCBMRr6XiiMvit0nz0qXpjxpIGd87XoX0cD9BovDL1BSOgb2Hr2FFbh8BMPsvNEayew9rLzddVMEOemdAfsflsxbG7k7ReRQE19Ize/uJqSFnHJS3YW8sCCLTz9nTMCrvuLnYXNBHGefLj5GPfPGtzu37HUuGieuWEsJdX1FFc3kJtsITbIh7e/nzOCY+V1rDvY9BAixmzg0atPp0+ALpbdkYGZ8fzlqsAe/On4x2Q0cNHILC4aeeq6E3Q3ROQW4D+ut99VSr3UjmXGAdegdcYNQuvcqUUbhbgW+AB4RynlM09eROYBv3G9na6UWtaO9fZFG8UP8F+l1C1tLdPZiMgytM5YlFJt/hCLSDRwBVpn9hggF23kfQlwBK0j9W2llF83BI8R6l8qpaa1Y71/BX7melsOzFBKbXCV3YK2T3RotHtPRzmcNBbXIdFGTEnBOdkc37OrmSDOjd1Wx5IXnuGmv/4jqPpDzYf71/DA8v9idza5jv1z00e8OOvekLmu2AtqaDhUhcFiImZIStBCmob8ymYiHU9UvYO6zcXEjgvOIdaT/RUn+MOqt/jm6A4Uij7x6dwzZjaX9p/Q4brMGdaQRIYmXngajsoG6rY0JV1JjJGUqwZhTg/sus+UHEPGPaOp/uoIdTtLEREsw1OJOzsHY1zkDdyrXHqIyk8PnnzvKLFh21VG4sX9iD8rp0N1idlI+u2jKHtnN/X7tOeuEmUkdlIWibP6hqzNxvgoMu46ncplh6nbWgJORczQFBKm9Q7YRWx3mXfnOTe7So8GLIqrXHzQ67FWv7ecmtUniJscnFiyp+KobqD4P9uauzkqqNtcTLnFRPLlA30v3Aa1W4qaC+I8qFl7goRz+7T7eDUmRpN2y3AcVQ04a+2YUmKCEuwBpFw9iOL/bMV+rMlARaKNpFw/JCLPI+Eio28/Lrrnvq5uRo8kymjikv7juaS/HrMcNJow7jPgLuAmwDNSpBpNTPVMmBziPFlIkyiuQ+IMpdRWERmGJt6ag+Z+VQ6sBP6mlPrK5TTUIZRS1SIyC000OA7NratbnMSUUmUiMhMthvFGtPanoQkydqIJOJ72JjRTSj0rIjvRBC0T0YQptcBB4CvgH0qpHR59BheLSIxSqtUPk1Jqr4isBsYDx9HEi+3lHZpEcd0tOtXNQuAvrteLlFKN/mZuiUsceCmau9+taHGXBmAX8ApatOiZAbbtPjSB41VAKpr7WTYRKIpTStWIyAzgdrTz1DC0PpVdaNGpz9IkDAy1exto5wArmlNiFppgK1zOK6/RJIoLV3Sqm4Vo+wEEIIpTSq33OPdeitbXVQ58AzymlFohIi8FUG+5iFwA/BXNZVGI4HOvUmqpiIxAEwpfhLYdqtHOl78HKmkSxYV0/1RKOUTkQuDvwFlo20mJiKmj5xsdHZ3IQiLMuTUkiMiRnJycnCNHjnR1U7qMt9cd4fHFuzlarnWyjcpN5LdzRjC6d2DCoic+38Pjn+/2vb47JnFm38iIUqmub2TSH5ZQVd/69yk7MYblP58RkCOaG7vDyf1vb+bdjUdPCrcSYkz86cpRQT3MLlir+Or/nD7LB10tnH5XaNx4qmx2LnxiOUfKWnfC/u6yEcydGJgrW6g4WFLDin0lWKOMzBiSEZQDVXeiymZnwh+WtIonBC2S9uufTycrMbAO/dpCha0E4nI1EVuks6egivMe/8pn+S9nD+W2swNxMYcPr3O0cmR0k5AHs14KrrO6pzJ/1SEeWrjFa1mw++fji3fzxBIvSkUXz80dy6wgIzpDwbf7SthwuIxkaxQXjcgi0XpqnJt0dAIlNzeXo0ePHlVK9bjMnY6I4kRkENro4xntqHo/8EOl1Ec+6prHKS6KE5G5wJ/ROk7b4l3gTqWU19zCjojiROQhtNgNgCrgXKXUao/yW/AQxen3pFD97TEqvzh80h0rKi+B5MsHYO4VG1B9S//7POs/WuSz/JbHniE1NzIcXEvqKpn+1i9ocLS+Jx2YlMX7l/86qPqV3UHpG7uo21Zycpoh1kTKNYODijit3VxE6XzfCSoJ5+UF7HTUkpK6SuYseoTiutaDXR6deisX9xsXkvUEir2wlvoDFRhiTMQMTcEQ5CC47oKjqoHjf1oNjtZ9hWI2kPXgeAwBXgM3ltpw1tgxpVsCipDsbNYX7OM7Hz3qs/yRs+Zy5cDJAdV99DcrfMb0RuUlkHGnPhDFG1VfHqbi43zvhSYD2Q8Fvn+Wv7/Pu0uki7TbRxLTP7A+1VChlKJ+TzkNx6oxxpqxjEoLi3unjk5PosvvSeclxqGJTeLR7iG2M6+iukvaonPK43KsexwtCreXvwF5Qa5H0FytAP6plLrLyzyvAGOUUiNalulEBiKyHm0Q4kdKqdltzd9TEJFYNAHWD5VSkTXyTgcAERkPrHK9vVQp9X5XtqcjiMgqNFHzBqVU4C4TOjo6HUa/c+6BfLTlOD97q3m89eYjFcz99yo+/NHZAbna1Nm9d9a1t7wz+XjLca+CONBiF7/ZW8w5QcS9PvbZbhZuaD5iuNLWyL1vbGBgRhwDOxgb6ibhNBAjKB+bMinwAa+t0GJlvTsAPP3FXq4f17tL4/DyUmPJSw3sYVl35qvdxV4FcaA5P362rYCbJ/cNqG5rhmDtRokaAzPjGZuX3MyZy020ycDlYzrmUOBJox+DbHtYzLN7BnsLfffZOZyKA0U1AYvi0uKj/ZdHyMj3Sf1TmdQ/NWT12ewOKm12UmOjgxJr6+joRC4ici6aMMt9YbMLeAtYjTZq2ILmGncFWmxBP+A9EZmrlHq981scubg61p9GiyMBrZP9E+B9YB9QgTZSfxJwA1qcz2XAcBGZrpTyb/njf9130iSIqwUu8hTE6bSmZvUJyhftazat4WAlRc9vJvPHYzHGd/y3vbHefyqGvY3yzuSD/Wu8CuIA9pQfZ3NRPqPS+wZcf/kH+5sJ4gCcNY2UvLqDzPvOxJTk/9rKF+asWG3MuI+xk+bs0N2jvbFruVdBHMAzGz/qclGcOcOKOePUcQR2U7e9xKsgDrR4SduuMqxjAruxNKXEQEpwjpGdyRmZ/RmQlMXe8uOtyuKjLFzQN/BnGMpPH5ovsZwO2Av93LA3OmksqycqQFGcoY17TmNc1w+IEhFiBiUTMyg5ZHXa62001NVhTUhEDF3XD6ij02PRBHD6fYNOpHCj6//r4RLEufC84PNuw6qJRfPD2AYdH4jIo2h9J8t8DfAUkXSanCa9j5Lvubg/d35XNuJURERygOfR4kqfVUr5yFbTBtW66G77p/v86OvcqKOjEyb0u90eyD+8xJwCVNU38tKK/IDqPGtAms+yuGgTY/qErkMmWEpr/F/Pt1Xuj4ZGJ6+vPuS1zO5QvLbKe1l7sKQKeed5F0VYe0Hu1NAJJtbmtxYauTlRaeOwD8GcTnhpdPp2CtTKe56zpz/+fu1o8lqIeGPMBp66fgypcYE96APIGOOvTBcm+SIn2b/gra1yf1wyKguLjziZ/umxIYu9jhQqbXYeXLCZMb9dzPhHljD5T0t47st9hMO9VymF08eDzVMJe41i33tONj3rZP8HThrrgt8mjTaFOsXOyzodw2X1vwhNENeAFlMyXCn1K6XU+0qplUqppUqp55RSs4Bz0WIRjMDzItK7yxofmcyjSRC3HRinlJqtlHpWKbVYKbVaKfWRUupXwFC0OA6AgWhOfQEhIt8B3KODbWijUL8OtL5TAaUUlcsOey1z1jRSs6q1wKQ99Bk52meZNTGJ9Ly+AdUbDkpt/g1ASm3eY+Pbg9PWSO36Qq9lyu6kZo1XY8R2YU63EjPU+wAAU6Y1KBe6lqwr2OezbH/FiaC2kU4QtHFtc6pd+/x9+u1kWpu7g8WaY3hy+veJNQcu8Ivu59txLLp/YsD19nSM/gS/BjAmBD6YynpGBvgYqBTVOx5zZs8auFlbWcHH/3iMp793Pc/+YC7//tFtbPz0w7CsSzn1+yaA8voaXtm+lL+seYcFe77F1hi8HsXZ4NC3rY6OTrtw3deOdb39V5hX19fjdau8Fpf7+xnAG2Fuh4534tDiY58UEV/RLH9Ei1MFbSDiKYGIWNEGRJYA/8/eeYfHVZx9+57t0q56d5FsWbbljnsBjDHGFGM6hB4g1ZBKypvkJSEh7c2XAOlAIJgSOjj0YlNMc+9Flrss2eq9bp/vj5UsydpdaZuklea+Ll32njln5tmzZ8/ZmfnN7/lggMMZjtQC5wPfAX7mbQchRDaeVNQA+6SURf0TWugIITR40pGDl3ujQqGILMopbohhdbgoKPO+2hpgR7FvMZQ/zs5LYWFuChuP1fQo++Z5uVgGkV3/9FH+0xlMHRn8AGNti52GNofP8uPVoaUvn/V9zwDciQ8kHdnJU6bAvJ9q0BrCJ9aJ85OqRAgG1ec5nDgnLxWDVoPd1VMcJwQszY8iq7cwMDo5lg/uOY/39pVTUNZIRpyRK84aSZI5NNew/Js1lG1y4zrDTEQXA/k3KFGcL66eOZIH1h706mZ47vjUkNwdE2MN/PmGs/j28zuxOzuv/xSzgb/e6EfFGIW43ZLbn9jCjuL609sqGm38/t1CGq0OfnRRfljaaauS7P23pORjidsOqdNhyu2aYSn8rN4r+fxnbhxd9Al7H5ec+wcNyRMDPx/H33Fz8AVJUwnozTDmEsHUOwW6mOF3bhW+aXc1Ww3E4vFcukZK+Za/Y6SUHwohrsUz8GYGfgF8LdKxBoMQogjIAX4lpfxlP7Q3A7i3/eUh4FwpZa2v/aWUNuCHQoh04FZgpRDibCnlFwG2uwJ4Cs9iMjtwtZTyw2Dew3DC3ezAVet70autODix0/h5C8nIHU/FsZ4p1xdccwNa3cC7+HQwNTXHZ5lWaJiUHLzm1dVgQzp8L6ZxVoe2wCn5SxOoe/UwbfuqTyc9MuYmkPSliYgwOtvGGXwvqNBrtJi0g8MpeLhhmpgM4qh3t0CtCKtDVTSQl5jF2mvu572iHRypL2OEJYnLcuf5vX77QvzSbKqON/Rw5dPE6rCcHbwr+lDHPDeDpvUlXt0MY6akBuVC2oEuwUjSNeOpe/VwN3GoNsFA0vUTgq53MOJyOnj51/9LdXHR6W2NVZV8+MTDOOw25q68OiztOGvaaFh7ov15IjHmJRK/LAdjTnxY6o8mPjtVwHc/+hetzs6BqL/seIN/X/Qd8hKzAq6veUMpTZ+fwlVrRROrwzwvi/hl2Qid8j9QDC2EEHl4BDzBYpdSFoQrnmhDCPE7IBNIATrSX74rpdztY38LkBdCk5cCp4A7umzbfkYbJjyCq8eklP8Joa2oRgiRTKc4JliOSCmDScf8FPB1PGmdNwoh/gLsxjPmMRa4E48wCeC5QMdRgqVd7BTSKiwp5a4Qw1gBzAWulVIOWycvIcR4OjNeBINVSlkY6EFSyjYhxIt4RJu3CCHigf8AJUA8MAf4Np77mgS+FUKMfaZ9jHdGCFUsA8qBC4AOAcN237srFIpIoJQvQwyDVoPZoKXFRwrGxCDTCAgh+Pftc3hg7SFe3lZCo9VJTkosXzs3l1sW+B7wHwgWjkthZnYiO7sIDjpYPjmDvPTg+1FJZj1xRp3P9KzZyaGlV9EaBHP/RzDta5KG4xCTAvFjwj/JfuXMkbyw1bt7wzl5qaT1kspQERlSLEa+uWQcf/2w50TfTfOyGZs6tFYm9wW9VsPKGSNYOWNE2OpMGi9Y/CcNex9zU73Hsy19Fkz7uiYi37fBwoGyRupa7UzJSiAhiGdBktnAI7fM5u7ndtBk7bwHTs6K54HrQukTeLhoSiaf/fh8Xt1xkrJ6KxMy47hq5sghJ9L95HBVN0FcV574vIivLx5HQkxok/r2RslH33HT2sUopnoPfPojN+f+QUPG7KF7nZ+Jyy7ZcF93QRyAvQE23ufm0mc1CG3fz8fBF93seaRzkszRAodfkdQdkiz5swZPH1mhADxpO+e0///R3gRxHbQL494FLgGuFULcHeG0JtHC/XS6nN/mTxB3Bj8BbsTT770Z6PNgrhBiMZ5UtzrACdwgpXy3zxEPY4RRC1rhMwWjJja4Z7tGq+W6n/+Gz557ioLPPsZhbSN55GjmXXEtU867IJSQw87S0dMZn5jFYS9pFy8fN58Ms/+FXP7QxhtBJ8Dp/fzqQkxPqTHqSLlpEs4GG87KVrSJRvRp4U8jennuPN4v2uG17ILsGcTqVZ90INAlm7AsHEHzhtIeZXHnjgxJdBStGHV6rsibH946cxNIvWMKje+fwF7SBAJME5JIuGRsyN/hwYz9VDNuqxPDSAsaP4s1faFLNJFyYz61Lx1E2jvFwYbsOJKuCmUO34N5dgbGcQm0bq/E1WTHMNJCzIw0NAbvrubRyqHNG7oJ4rqy5fVXmHnRZegMoX3XXY02Kh/Zjbupc2Gx7XA9VccbSPv6dIywXhnLAAAgAElEQVTZw0cY12xv43sfP9ZNEAdQ0VrP9z9+nDev+nlA9TW8X0TTx51juu5WJ03rS3CUt5B6+5SwxKxQDCIep3uavEA5QXfXsuFGKt0FarX4F5HMAT4OY/t7z6xPSmkVQpwlpawOYzvRyOV4FlKGwvnA+kAPklJuFEL8EPgjnu/HQz52XQN8I9jgguB+PGKoUAhpYFZK+bIQ4iMpZU93mOHFM0AoHaCDQLAr/78PTAAW4vmeXO5lnzbga1LKT4JsI1CMwM4w1tcAPBnG+hQKRR8YWjPNCjQawZUzR/pM43nNrFFB1x1r0PHzyybzv5dOos3hwjyIhQpPfHkuP1mzh3UFFbgl6LWCy2eM5NdXhjY4YNRpuX7uaP79+fEeZVqN4Kb5oS7u8GBKFpgimC1wQW4Kd5w9htVfFHXbnhFv5FeXqwGUgeSeCycwOimGJzcUcbSqmdFJsdyyIIfbFg4u8Wm0kzpVcP5ftDiaJQjQm4eukKWgtJEfvrz7tIuoSa/hlvk5/PTSSWgDdPtYPCGNTT+9gHf3lVPZZGXKiAQWj08NmxAoI97EXUtCn8wYzGzy4rjaQZvDxZ6T9Zw7Pi2kNo6+KbsJ4jqQLtj3hJuM2UNrUscfpRvA5sMkt7UCyrdBVh+7+E6r5MB/vAsQqvdA+Za+16XoH/JXr7IAU/Csfm0C9hfe8XAwq2iDoWPg0I0n9UIgPIZnIO9NPP21YS2KE0KMpHNV+1op5ea+HiulLBVC/AdwAK8G0OYsPOc/Bs9neKuU8r99j3p4ozFoiZmaStvuKq/l5lkZQddtjDWz7Kt3sfTOb+CyO9CbBqd4RKvR8PhF3+Hnn/+Hz04VIJEYtXquylvAz+ZfF1LdmhgdsTPSad3uJduGVmCe6ysDTmDoEozoEiInTFuaPZ0r8xbw2pFN3baPsqTwk3nXRqxdRe8krMxFlx5D88YyXLVWdCkxWM4eEbZrS+HBlJeEKS8Jd6sDtALNIB5jCxVbcSN1rxzCWelxshQGLZZzR3qcrQLsS8ZMTSUrL5G2vdW4WhwYRsdhGhe80PhMdIkm4i8Iz9jeYOXk/r0+y6xNjVQXF5GZF5o7XtMXpd0EcadxSho/KCbtzqkh1R9NvHN8Oy0O72Yzh+tL2VV5jLPSc/tUl7vVQdNnp7yWWQtrsZ1oHJZOfAqFwicbgasBA7AB+IGU8liE23QAzcD77e31cO9QgriBR0r5oBDiQ+AuYAnQYWVeikf886SUMjJ51Qc5ShA3sEgp64QQ5wK34FnkOhOPg2ADHse4d/E4TfacpB/8tAKbgR9LKU8OdDAKxXBj6I64DGN+dNFEdhTXc+CMNKrXzBrFZdMDt2Q/E41GDGpBHHgcjR69dQ4VjVZO1beRkxxLiiU8A/o/umgip+raeG9/p+IgRq/lt1dNZVJW9Aw83LdyChdOymDNzlM0tDmYk5PEl+aOJjF2+K38HmxcN2c0180JPqWSou/oLUNXDAdQ32rn1n9vpqalU09hdbh5/PPjGHQafnxx4At2zEYd184OXmA93LEY/D8/w/F8rdjuXbgFUFsAjlaJPnZoX/sdWGt8nwsAa7Wkr4sI6w7Sw3GuKxXbJFnzh8d5Hezkr141BbgbT9rMrhbBzfmrVz0D/KPwjof3R6p9IYSZzlQT2wId6GgXXykBVicrgA4172uBHiylvKP3vToRQuQD7+FJzSCBr0gpXwi03eFO4opcHKeae6TytCwaEZb0ixqNFo1pcIu8M2IT+dfyb1HWXEtlWwM58ekkGsPj/Jx4eS6uJju2Q53Kb2HUknz9hKhxmRJC8PtzbuPSsbN569hWWh025mVO4KrxC0NOTakIDSEElgUjsCwIn1u3wjeaIDM6RAvOBhvV/96HtHXOiUu7i6YPi9EYtMSdF3jfUmPSKZFmCOhj/N9jeyvvC7bDPlYmAbYjdUgph43LdmWrd6f4zvKGPtdlK2oEp+8U6rbDdUoUpxhSSCmXDHQM0YyUcjUBuJFJKdcTotOWom9IKZ9kgJ2i2tPo9qcTnF+klLcDtw9wGApASrlggNt34Unz+9RAxtFBeypddW9UKKKcwa1sUgRFYqyB1+5exNt7yvj8cDVGvZbLpmdxdl7qQIfW72TEm8iID++kgEmv5ZFbZ1NY3simozVYTHqWT8kg3hR9A5mL8lJZNAyvC4ViuPDytpPdBHFdeWbjCb61NI/YXkRaivBy+VkjePCDQ0gvWq2clFhmjg7d5UDr53EkNKAZYA1B3WFJ4bNuKneBPhaylwkm3iAiItRLHCfwaFp8lOf1vU1tLz8ntCrL26Agf/Wq7wMP4H2wwgKsAr6Zv3rVDwrveNhXiohQmYtnJTbA2gi1MZxY1OX/ET2fQohsYB3QYdl5d/tgtSJAtPEG0r8zk7ZdVdiO1SNMOmLPSsM4JmGgQ+t3sizJZFnCawOuMepIu3Mq9pNN2E80oonVY5qcgsY4uIWCZyKEYPGoqSweNXwcgxSK4UbL5rJugriuNH1+Ess5IxFaNcfUn0w6Zwnb3/K+/iJ97DhSRoa+SFPoNL7LtJoBF8TZTjTStL4Ee3Ejmhg9sTPTiVs8EqEP/3N0UrLv8ykQTEwe2ee6hN73eQWPC6NCoVAoFAqFQqFQKLqjZsKHKEadlqtnjeLqENKl9hfWWsmJDyS2WkicAKMWCzS6wT8glp8ZT36mWn2nUCjCS0uZZN9qyanPJG4nZM2DybdrSBof+H1xf6nvFcdNNifFta3qPtbP5KSY+fFF+fzhvcJu22MNWv7v6ulhmRwYtURQvsW7ECxrEWiNA/eMrd4r+eSHbtztWk17Axx4RlK+RXL+XzRhjy3tLEFSPtQVeimbCUkT+95e0gQwj4CWUu/l2UsH/2+XoU67IO7BPuwqgAfzV68iQsK4rvmmjkag/g7yhBD+rSc8BG31I4TIBLxZsXSI/jKFEGedWSil3BVsm17oOJ9uoCiM9XZDCJGORxDXtQPljFR7wwGNQYt5XibmeYPfzcfZYKN1ZyXuVifG7DhMk1MQAaaZHwgMo+IwjIob6DAUCsUQw1HZSuMHJ2grqAUkMZNSiL8wB316bOB1lbb4LHM3OXA12dElqtUl/UnG2HHMu+Jatrz+SrftRrOZC7/2rbC0ETMtDXtxk/ey6Wlet/cX1oO1VD9dAC5Pn9nd4qRx3QmsR+pJ++q0sIs0l4yeRm5CJscaynuULcueQU58ep/rMuYmoLHocTd7SU0rIGaaWvisUCgUCoVCoVAoFGeiRHGKAaX4Izdb/0/i7tKX3z9SsvhPGsyZg38SQqFQKMJJW5Xko2+5sdZ2bivdABU73Cz9myYgVyuAtDjfkwsaASlmNfkwEKxaMo65Y5J4YWsJFY1WJmfFc8uCHEYnBz7J5I2cCwXFH0oqt3ffbkyC6V/3v7I80uz5V6cgrit1B+HEOknuZeF/9p/zWw1bfu+mYlv7BgFZC2DeTwI7F0IIZt+j4fOf9XwPE74kSMhVv1sGkvaUqQ8EeNgD+atXrY1AKtWullCVvnYSQsQAE3upq1xK2XMGzcNjgQYWBN8E7vNT/g28p9sI5xei43zWtKdQ8IoQYiSdDm++KJBSerNQjQfep1OA58KTsvVBIcQHUsrjAcasiCKaN5dR//oRj+wSaAb0mbGkfmUa2jiD32MVCoViqOGsbqPqkd24Wzt14W17q7EeqSf97rPQpwaWWlNj8WNjrRNoYtTQ9EBw7k23kzN9JvvWf0BbYwMZueOZsfwS4pLDI6oyz8+kbW9VD2GcNsFI/IU5YWkjWOrfOX5aENcV+/EG2vZXExtm0Z5Wo+Hx5d/mx5+uZlvFEQA0QnBRzix+fc4tAdUltBqSrsyj5vnCHu8h/sIcdEnRkUJdoVAoFAqFQqFQKPoTNfKgGDBaqyRbfi+RZ/gvNJ+CrX9ws+QhZfmuUCiGF4dekd0EcR24rFDwtJtF9wd2X7xuzmge//y411SdS/PT/Yrmhhouu6SpGPQWBoXoes6YZOaMCW8qtQ40OsG5v9dQ9J6k+COJ0woZswR5VwliUgfuvdsbJTX7fJeXfiHJvSz87ZqSBYv/qKWpRNJSBpaRYBkZ3HnImC248DENR9ZI6g5LTMkw9lINIxYO/DWl4G4CF2IJ4K72Y8NJV8Wlv5gmAjt7qetXwC9DDSjK6TifvX2+PwK+28s+Y/HuNjezy//vAxzA7/Ck3H1KCLFESunuPVRFtOGobKX+tSM9Mm07ylupe+0IqbdOHpjAFAqFYoBoXF/STRDXgWxz0rS+hORrJ3g5yjfmuZm0bqvwWhY7PS3q0j6HgtvuwlndhsasR5cw8H3x7KkzyJ46IyJ1awxa0r42jZYt5bTurUa6JKYJSVgWZqG1DJzg3FnThrOi1We5taAm7KI4gBGWZP5z6Q84Ul9GWUsd4xIyGRFkavWYqamk330WLRvLcFS0oE0wYp6XiWl8UpijVigUCoVCoVAoFIqhgRLFKQaME+/3FMR1ULULmk/JoCethxtWh4tjVS0kxuoZkRjYqt3BjN3ppqLRSpLZgMUY/tvVZ4ereGFrCVWNNiaPiOe2hTnkplnC3k40U9lk5fHPjvPBgQoEsHxKJl89ZywploEfwB2K+Ep5CVC2OfD6JmTEcf/lU7jvjf24u1Sdl27ht1dNCyLC6OTgC24KX5DY27PJpk6H2fdoiM8Zus8YjV6Qu1KQu3KgI+lCb6c7wh9H3GhB3OjQ64nPFsz6XmSCba2SFDwpKfnE46KbNR8m3xa4S+RwI3/1Kgtwa5CH35a/etX/FN7xcHMYQ2rs8v++50MKnPOllOt720kIMQYIyulMSvlLvIjyhBBFQA7wq/Z9IknH+UwWQmj9ucWFgT9KKe8XQuiAa4FZwLnAD4A/RrBdxQDRsq28hyCuA+uBGlzN9gGdvI8mOsQeWosebfzQ6StIpxtXox2NRY/GEH7xTltBDa3bK3C1ODBkx2FZMAJdsnL66Yqz3krzp6ewHqoDrSBmaipx54xUDmMRwnaozmeZ9aCXFVy9YMyJJ/6iMTSuLep2v9WPtJB4WW4QEUYf0i1p/LCY5i9KkVYnCDDmJZJ01fgh/X0Xei2Ws0diOXvkQIfSieilX9VbeYjkJWaRl5gVcj2GERYM14wPQ0Q9cda00fhBMW37a0BKTJNTiL8gO6j0yQqFQqFQKBQKhUIxGFAjSIOAl7aVsPqLIo5VNZOdHMttC3O4ZUEOIsId8YGmrab3cssgGjcZjEgp+cfHR3j88+PUt3py0C7MTeH3V09jTKp5gKMLHrdb8vePj/DkhiJqW+wYdBpWTh/BL1ZOJiHGT+qNAHhg7UH+9tGR06+3FNXywtZinvjyXBblhSddRLRT0Wjl6n9u4FR92+ltD68/yjt7y3h11SJSlTAOm9PFe/vKOVrZzMikGC6bPgJzCAJOjZ/LWxvkpX/rwjEsmZjOf3eeor7VwczsRC6emoleO7BpNPuLQy+72fNo99nu6j2w/vtuLlqtwZgwtJ+1gwlDnCB1uuf8e2Pk2cP7s7DWetInt3VJtnnqMyjfGlz65GHGFDyOXsFgASYDW8IXDke6/H+Er52klLvwIgcVQqQCVWGMJ9o5AszG4xiXCZzytpOU8nvA987cLoT4IX0TtP1TSvnj9rqcQog7ga2AHvi1EOJdKaUfv8voRUrJ7rXvsGvt2zRUlJM0YiSzLrmcqedfONChRRx3o7dsuh2F4G52KFFcL0i3pHHdCZo3lCJtLhBgmpBE4lXj0SVGb39Butye97WpHGl1IvQaYmelk7AiN2ziuLrXj9Cysez0a3tRIy2by0n9ylSM2fFhaSPacda0UfnwbtzNjtPbmiqKadtXTfqqGWhMalhTOly07qnGWdOGLiWG2OmpCH0I16jOdz9RBNmHjD9/NDFTU2jdVYW0OjHmJmCalILQDI/ft40fnKDpo5LODRJsh+upemwPGd+fHRHBrcI7umQT+kwzjvIWr+UxU1L6OaLBhbPWSuU/d+Nu6bzntu2uwnqojvS7ZqBPU8I4hUKhUCgUCoVCEX0MjxnxQcyDaw/y41f2cKCsEZvTzeHKZn7++n7ue2P/QIcWcRLH+S7T6CE+p/9iiVb+uf4of1p76LQgDmDjsRpufGwTTVaHnyMHN79/9wAPrjtEbYtnksrudPPqjpN8+YktSG95IAPkSGVTN0FcB1aHm5/+d2/IbdS32vl/7xWy5I8fs/D3H/I/r+yhqNr7gNtg5h8fH+kmiOvgRE0rj316bAAiGlwcrmhiyR/X890XdvHXj47wP6/uZdH/fcTWosBXz3cwarHvSYFR5wU/YTA6OZbvXDCeX6yczMoZI4aNIM7tlBx8wfv32VYHRe+Gfj8ZDrSUS5pKZFjuv9O/oUHrxQwheTJkXzg8JsV8cXiN7CaI68Blhf1PqqyNvRA3wMefyTag40NbFua6hyNdBYuROp+7gG913SCl3A38X/tLI/C0ECI8qzMGGR+tfpQPn3iYmpPFOB12qk4c5/1H/sLnLzwz0KFFHH2Wbz2tMGrRDmEHn3DR8F4RTR+XeARxABKsB+uofnwv0hm9z6+6/x6haf1Jj6sTIB1uWjaXU/NMQVjqt51o7CaI60DaXJ6UviFS3dbI/215hWUv38vSl/6X+zc+T2lz8P2UgaJx3YlugrgOnBWtNHs5f8MN+8kmyv6wlbqXD9H0UQl1Lx+i7A9bsZ8K3gA3ZqrvRYIx04NfQKhPiyXhwhwSV44jZkrqsBHEue0umr8o9VrmqrPRustLB0DRA2dNG87qnuNTwZCwYixoe15/xrxETJOHtyiu6dOT3QRxHcg2J00fl3g5QqFQKBQKhUKhUCgGP8NjVnyQUt1s45FPvAtLntl0guKa1n6OqH/JvkBg8jGelrNcKPeeXrA6XDz+mffrp6zBypodXk00IkJJbSt/fL+Q7zy/kz9/cIjyBmvQddW22Hlq4wmvZbtK6ll/KHTjlDd2+x48P1HTyu6TDUHX3Wh1cN0jG/nn+qMU1bRS1mDlxW0lXPGPLzhc0RR0vcFQuVOy5fduPvuJi4Kn3FhrAxO0vLev3HfZft9lwSClpP6IpPagxO0a/EIlKSWrnt1B2RnXekObg288sx2rI7jMbnlXCRLzem6PSYfJX1b3xEBprQCrn7m/mgOD/1obSKr3Sj74hot3bnTz3m2ev5OfhHbOUiYLLviHhuwLBTFpEJcDU+4UnPcnDVrD8L7GyzeHN33yMCPUB2xYH9BSympgU/vLc9ud3xTB81aX/18doTYapHfl72+AjtVKM4H7ItT+gFFfUc6utW97Ldv25qu01PtOozcUiJ2TgSbWu9OUeUGWcu/pBbfVSctG72IPZ3UbrXur+y0WR1Ur9e8cp+b5Qho/LsHV7McFsBecdVZat1d4LbMdrsd2otFrWSC07fbdr3WUtuCoCn48qKatkRve+n88uf9DTjbXUNpSy3OFn3L9W3/gZFMvlv1hxnqwlpoXCql+cj+N60tweRFb+KNtv+942/aH9/qSbon9VDP2U81I9+DvJ0iXpOaZgh6iQXezg5pnCoJ+D3HnjUKXFtNjuy41hrjFo4KqczjjrGztFA17wV7cv+NE0Yb1UB3lD22n/I/bKP/TNsof2k5bEGl8u2Ian0T6qhnETEtFG29AlxFLwiVjSb19yrARa/rCX4pk68Gh/ZtQoVAoFAqFQqFQDF1UnoEB5LPDVdhd3ldOSwkfFVZw+9lj+zmq/kMXIzjvjxo2/85N/WHPNqH1COJmfmd4D0L0hRM1rdS1+h5Q3llcx5cXjYl4HO/uLeO7L+zqdi0/+skxHrttDueMD3wOePfJeux+HAW2HK/l/InpQcXaQZvd6be81ea/3B/PbDzB4cqeq7Ib2hw8sPYQj9w6O+i6A2HPo+5uDlnlmyWH10jOe6DvKfj8jaG7wjhJUL5FsvNvbppPel6bUmHaVwRjLh68uu2tRXUc8fI5g0fY+e6+Mq6aGfiEgd4sWPIXDUdfl5z8VCKdkDlfMP5qgSlZ3RcDRW/BI//3cUsxxqtz6ovGIsmnP3bj6qL7bD4JG+93c+7vNWTOC/7cJeQK5v9MnfszEX5+lWvUL/be2A80E1wK1WYgPLY/3XkEWARo8QirvhmBNoYFUspDQoiPgKXAZUKIs6WUX/RT2/b2NKob8HyWPxFCvCmlHDJS1eM7t3o6n15wOZ2c2LOTyYuX9nNU/YfWrCf1zqnUvnQIZ2W7CEknsMzLImH5mAGNLRpwlLUgHb77bvbiRswzQ+u79YWWbRXUrTl0+jdf2+4qmj4pIfXO4NKQ2k80gp/ujr2oAWNOaOlN3Xb/i2ikPXiXvdX7PGK4M6lua+SR3e/wm3NuDbruQKhbc5iWLZ2LqayFtTR/UUraN6ajT+0puvKGX6fiMC6mattXTf3bx3DV2QDQJhpJWDGW2GlpYWsj3FgP1uJq8C7+dNXbsB6qIyY/OeB6tWY96atm0LyxjLYCz3UUMykZy6IRaGKHpGFqROntnGnM6pz6wl7SRPVT+7t9150VrdQ8XUDa16eHdB82jIoj5eZJ4QhzSOE3RbIXdz2FQqFQKBQKhUKhiAbUFNsAotX4F3xoh0F6u/gxggv/paX+iMRaBwm5EJMSeifb5ZY8taGI57cUU9FoJT8rnq+fm8uyyRlhiHpwkBirRwifc1gkxhoiHkOT1cEPX97dQ9zZ5nDxvRd3sfGnSwNO0xhv8n9bijeFPmC4KC+Vxz477rUszqhjxujEoOteV+DdUQDggwMVSCkRIrIDSbWF3lNG2hth+0NuLvhH3xwvluan8dK2k17LLsgPz+RW3WHJF/e6cXfRd1qrYesfJIY4yYizw3euKhutvLC1hANljWTEm7h+zmgmjwhuELWswX/ajjMd5AJBHyvIv1GQf2PQVSjaMSYIRiyEUh/SiZyL1KCuLw69LLsJ4k7jhgPPusmcp5xzws2oxYK6Qu8P9VHnqmvVH4V3PNycv3rVM8CqIA5/uvCOh4PPMeab54B7gLOAbwgh1kop1/Tx2PMiEE+08xM87nsa4CkhxEIpZa/2wUIIA7AwlIallFuEEA8BP8QjjHtaCDFTSjkkbL01Wv/3c9FL+VDAMCqOzHtmYz/ZhLvViX6EGa0l9L6UdLpp+vwUrdsqcDU7MIyyEHfeKEzjk8IQ9eDAl8teZ3nkxR6uJjt1/z3cYxGEtLqoe/EgGT+cE3D/S/TSJ+2tvC+Y8hJp3ea976ix6NFnxgZd94clu32WfVC8m98QeVGc9XBdN0FcB+4mO/VvHCXtzql9qidmYrJPtzjTpMAFX96wHWug5rkD3a4hV72N2ucL0Zr1GHODHx84E2e9lZYt5TgrW9EmmjDPy0SfHtxn7WqwhVTuD02snvgLsom/IDvoOhQedMkmDGPjsR/37jBpnhV54XC00vRJiXfxq0vS9MlJjLdN7v+ghjgxU1Jo+sT7OGCsn9TKCoVCoVAoFAqFQjGYGfqqq0HMeRPSiNF7n2TQaQTLh5CAqzcS8wSZc0VYBHEA97y0i/vfKuBwZTONVidbjtfy1ae38Z9N3tNyRiMZ8SbOyfM9IHHt7MintXh/fwUtPla4Vzfb+DSIVKezspPISfE+KKzVCC4/a0TAdZ7JkglpzB3jfTLqm0vGYTZGt164+APfK+ZrC6C5tG8r6u8+P49kc88JwbQ4I18/b1zQ8XXl0MuymyCuK4XPB++OcCY7iuu44MFPeHDdId7dV86TG4pY8bfPeHpjUVD1TcyM81ue30v5cMLhclPZZPXrABlJZn5Hg9nLbWPSrYLUqUpo5Ivq/b7vEzWR8NRSMO4KQeL4nttNKTDlDnWt9oF/4NfXxysS+GcEYkFK6QJupjM168tCiF8JIXwqRIQQmUKIh4GXz4hx0CGlHCOlFFLKX/ZTe1vpTF06DtgphFji7xghxPnARrqnXA32fP4CaPe2ZgLw/4KsZ9AxbvZ8n8I4ndHI2LP6x+V4MGAYFYdpQlJ4BHFSUvOfAzS+V4Szug1pdWI7Uk/1E/to3VUZhmgHB/oMM/pRPkw6Rf+IPVp3V/l0DHPWWD2ubwFiyktEY/Fxu9ZpiAmDMCBmair6LLPXsvgLsv279fSCP3e1/nqotO70fZ3bDtf1OY1q/IU5CGPPe5Q2yYhlUehjAwBNn5707iztxqc4JBish+uoeGA7TR+V0LavhubPT1Hx5+207PC9sM4f+gzv18/p8kz/5cMKpx2aKsAVWPrecJF09Xi08T2fLQmXju31cxzO2E74Ti0bzL1d0TuWxaPQeXHy1CYZiVsyegAiUigUCoVCoVAoFIrQUaK4ASQhRs//XDzRa9m3l44nI97Ub7G47JKTn0iOvOam9sCgnHvrM7tL6nl9V6nXsj+tPYjV4T9NSTTx2yunMTKx52DFD5dPYOrIhIi3X9/qPVVHZ3ngA45CCP503QwsZwjThIB7V0zy+n6DaWP1HfP48sKc0+2MTo7h11dO5e7z80Kqe9kk3xM/S/PTI+4SB+BoCa28g5wUM2tWLeKaWaNIiNGTGKvnS3NGs2bVorB8DgB1B33fb+oOhaUJpJT88KXdNFmdZ2yHX71ZwKl6/65v3sjPjPcpSs1Lt7Bkglrt7XS5eXDtQeb/7kPm/fZDZv9mHb95q6Df78Gx6YLl/9Yw+4eCnOWC8dcIlj2iYeqdwf0EsjpcNLQNzGRKf2Lwo+v0V6YIHn2sYMmfNUz9qkccFz8GJnxJsOxhDeYsJYrrjcI7Ht4P/CDAw37QflxEkFIWAMuBajz9rl8ApUKIvwghbhRCnC2EOF8IcacQYg1wHE+a1Y4P/HHgz5GKL9qQUv4GTypagJHAx0KIbUKIHwohVgoh5gshLhNC/FQIsQP4CJjVvn8NcKuUMqgVMlLKNuArdOpJ7hJCLAv+3QweLMkpLLjmBq9l595wGyZzMFmJg8Ntd9G6u5LmjRUq2D4AACAASURBVKXYSyNh4Nh/2A7XYy2s7VkgoeHd40h3dPe5u5J83YSeAjIBiSvHoUsJT5/BH+5e+pzuVqffcm8InYbk6yaA7ozfixpIuioPbRjSHQqdhrSvTcM8NxOh97SjS4sh6boJWBaGJvZamj3dZ9kFfsrCidvm5ze/BOmvvAv6TDPpd80gZkYawqRFY9ZjXpBF+qoZYRGwAthP+hHenArPvUi6JLUvH+qZbtgNdWuO9Hode8OYm+BTlGoYHRdyit8hgdMGa++FP+XBAxPgTxPgw/vBFfh9IRT0abFk/GA2iVeMI3ZWOpZzR5LxvVnELQ5uMat0uHBb+/c9DAT+3Eh7cypVBIfWrCf9rhnEL8tGn2VGnxlL3PmjSb/7LK/CToVCoVAoFAqFQqGIBlQPcoC5/eyxjE2z8NSGIo5VNTM6OZZbFuRw0ZTMfouhcodk06/d2Oo7tkjSZ8LC+zUYLNE3CfvhAd+rbOtbHWwrquOc8YPD8r16r6T2oMSYACPPFehMgZ3v7JRY1n5/MWt2nmJncR2JMQaunjWyXwRxADOzfaf+EQJmZgeXZmTumGTW3bOY5zYXc6CsiYx4IzfMzWbaqPC9L4tRx6+umMq9l02m1e4i3qQLi2Dt1gVjWLPzFMequivP4kw67lk+IeT6+0LaDCh6z3uZMRHic/pe15hUMw9cPyM8gfmIp6nYR1mYPu5dJfUcq/auBHS5Ja/vOsVdSwIXQ/79ppl878VdrD/Y6Yg4MzuRv904E40m+u6d4ebe1/bxwtaS06+brE4e//w4J2pbeey2Of0ai84kyF0hyF0RfB1lDW387p1C3ttXhsMlmZQVz3cvGM/FU/vved2fjFkuqNnnfcJ+zHJ1fUcKfaxg0s2CSTcPdCTRSeEdDz+Uv3oVwAN0Csu8IfEI4h6KdExSyk1CiKntMd0IpALfaf/zxfvAb6WUn0U6vmhDSvlzIcSnwEPAFGB2+58vGvGIC/8gpQzJnktK+ZkQ4p/A3Xiur9VCiGlSyvpeDh30LLzmRtKyx7Jr7ds0VJaTlDWSWRevZEw/usS1FdRQ+9IhZJdJflN+Msk35aMxRF8K17YD3tM9Arga7DhKmzGMGhwqc+vRehxlLWjjDMRMTjkt0Oor+gwzmT+YQ8v2ChylzWgsesyzM/rN/cjgT/ijERh8Odn1gmliMpnfn0XLlnIcla3oktpTXYbRfUsTqyfpmvEkXjEO6XCjiQnPEN0dU5bx3vEdlLZ0F2YmmyysmnFJWNroDePYBKw+0p5qk4xoE419rkufYSblxvxwhdYzHosed7N3UZomDAJIANvRetyNPhYVOt207q3GMj8r4HpTb5tCzfOF2I83nN5mzE0gOYLnK6pY8zUoeL3zdVstfPYANJXDlRExC/aJxqjzCF5DSOrurG6j/t3jWA/UgBv0oywkLB+DacLQScvdFfOsdBreLfJaFqvSzkYMTaye+GU5xC8LYPBQoVAoFAqFQqFQKAYxShQ3CDhvQhrnTUgbkLZt9ZIv7nXjPMMoqXInbH9AsvC+KJz47kXYFKhWpbLJyrObitlRXEdCjJ5rZo3i/PzQBl/sTZ7zXr2nc5veIlnwcw2Z8wIL0GzUceuCHG5d0P+DFbNzklg0LoUNR3sOdl86NYvctOCdJbISYvjBcu9OiuFEr9WQEBM+08yEWD2vfHMRj3xylLf3lGFzulk8IZW7luSRl94/ThujlwoKn5dexWYTbxRoDYPnez32EkH1Hh/Cm0vCE2dvrl6NbcGtsE6MNfDkHfM4WtXM0cpmRibFMGVE/whSBzsn61p5aVuJ17J1BRXsO9XQb+LdcNDQ5uD6RzdSUtv5sDxQ1siqZ7fzz5tmccm0wCewBjtjLhWUb5WcOkOSk5wPk24bHPeQ7SdqeeLzIgrLG8lMMHHD3GxWzghPGi1F9NIujFsL3AXcBnR9+DYDTwP/jKRD3JlIKSuAW4QQvwBuAJYCk4EUwAlU4knN+SHwhpTyQH/FFo1IKdcJIaYBy4CrgAVALp7PugEoB7YD64DXpZThzK/1E2AFMAYYBfwduCWM9Q8YeXMXkDd3wYC07ay1UvPcAXB2/01oLayl4a1jJF3tJbf0IKfXxTYBLsZx1tto2VSG/VQTWrOe2DmZmPKCW4DUgavJTvWT+3F0ccLSmPWk3DIJ49jAfqdpYnTEnTMypHiCxTQ+Cf0oC46TPR29zHMy0Mb3XXx1JrqUGBIuGRtKeH1C6DSIM13pQiAtNoHnL/sRj+15n3UnduGWbpaMns43pl/EqLj+WSBonpNB8+encNXbepTFL81GDKJFRLFzMml465jXMvOcjLC04e6lT+oOsk+qjTeQ/o3pOMpbcNZY0aWaVDrODir2dxfEdWXXc7D4R5Ac+e93uHA12al8dA/upk5xpeNkM9VP7iP1jqmYxg89YZzl7JFYD9djO9J9/YFxXAJx5wTnshdurEfraf6iFGdVK9okE5b5WcRMSRnosBTDBCFEEdB1QuBaKeWrfTx2ElDQZdNTUsrbwxTX7cDq9pcLpZSbvOwzCmiQUjadsb0Iz3t6X0p5cTjiaa/3l8B97S+zpJTl4apboVAoFAqFQjH4UaK4YU7Re7KHIK6DU59K2mokMSmDZ7CyL1w8JZO/fnjYa1mK2cCcMcl9rutgeRM3PraJ2pbOQae39pRxy4JsfnPltKBj3P5Ad0EcgKMZNvzCzaXPaTAlR885f/TW2fzyjQLe3F2K3eXGpNdw7exR3Lti8kCHNmAkmw387NJJ/OzSSQPSvtYgWPKQhl1/l5z8TCKdEJMO+TcI8q4aXFmzc5YLKnfAiXXdJ0HTZsKkm8PzPZg+KhGDToPd6fZaPicntMHjcWkWxoUgAB2KbDlei7+sYJuO1USVKO7lbSXdBHEdSAkPrjs0JEVxGq1g4S81lG+Bk59I3E7Img+jzhNo9AP/jHpzdynfe3EXrvYL7WhVC18cqWFncT2/WDl8nz8KD+2Ct7vzV6/6HzziszigCSgovOPhsORBk1I+CTwZ4DHHgN+1/wXb7i+BXwZ4TBH+nfMGHCnlkgD3l3hEb+tCbDeg8yKlbAaiZwY9SmjZWt5DENdB685KEi4di8YUXUMXpikpNG8o9VqmTTahz+q7aMVW3Ej1v/d1SzfZuquKuCWjSbh4TNAx1r54sJsgDsDd4qD6qQKyfjI3as650AhS75hK/etHaNtXA26JMGoxz8sM6fxEOxmxidy74Evcu+BLA9K+xqQj7RvTqX/zGNZCj6uVNtlE/NLRmOcMLqdly8IR2I41YC3ovtjPNCkZy6LwLLgwZMd7nsQ++kjGMaGlOtVnmsPqYjgkKPrcT6GEE19ElSiueWNpN0HcadzQ+EHxkBTFCZ2G1DunYi2ooa2gBiSYJqd4XE21A//TtnlzGfWvHTn9vXZWtWE7VEf8smzlsqYYKK4E+iSKA66JZCC+EEJo8Dhv/xaYjqefrlAoFAqFQqFQRJToGOVURIzmU77LpBtayiAmyha4TR4Rzw1zR3dL2weexfg/u3QShgBWYP/8tX3dBHEd/GdTMZdNH8GC3MBPTltNT+edDlw2OP6uDJsYqD+IM+l54PoZ/OKyyZQ3WhmRaCLOFJ4UI4rgMSULFvxC4GiVOFogJplBMWh4JkIjmPczwdjLJKc+7RDeCDLnEzb3gGSzgVvm5/DEF8d7lE0dGc/SEJ0fFT0xCD+KODzpi6MJb26YHRyubKay0Up6vKkfI+ofhEaQtQCyFgyue4fd6eZXb+4/LYjryhNfHOfGeaMZnzE4UtIpBpZ2AdyWgY5DoVD4x1njY5UWIB1uXI32qBFodWAal0jMtFTa9lZ3L9AIEleMDeh3bv2aI90EcR00rS8hZnoqhhGBL85wVLX2cN7pQFqdtO6qxLIgetxXtWY9KTdNwtXiwN1kR5tkQmOMvrS7Qw1dkonU2ybjtjqRNheaeEPvLooDgNAKUm+bjPVIHW3tKV9jJqdgzEsMW7y6JBOxszJo3V7Ro8yYm4BxTPQsGIoWbBjw6xNpiK6FbbajDT7L7CcakQ4XQj/07ntCI4iZmkrM1P5xuewrbpuThneOexW6Nn5UTOycTHQBpIlWKMLECiGETkrZF/vRqyMejXduAv46QG0rFAqFQqFQKIYp0TWyrAg7Fj9u80ID5ig1v/n91dOYmZ3IC1tLqGiwkp8Vz1fPGcuivL4PopQ1tLGlqNZn+eu7SoMSxbVWeASHvmgpC7jKQUFCrJ6EWCWGG2zoYwX62IGOonfSpgvSpkduguR/V0zCYtLx1IYiGtoc6LWCS6Zm8avLp6AZRKl7ogmrw8Ubu0r5qLASjQYumpLJJVMzOXywkP0fvo+Rcdi8/Mww6jRcPHVwuUP0RozB9+SCRoAxyMmHJquDpzee4N19ZThdkvMmpPGVc8YOSYFdONlWVEt1sxeXhHbe3VcecVFcWUMbr2w7SWmDlYkZFq6ePYp4JQhXKBSKoNClxPgsE3oN2nhDP0YTPpJvzKclt4yW7RW4mx0YRlqwLB6FMafvjlCO8hYc5S0+y9t2VwUlinPVWv2WO2t7pryMBrRmPVqzeh4PNjQmHUSBsNWUl4QpL3JuW0lX56Ex62jZXO4Ruuo0xJ6VRuLK3Ii1OeSxt8Du5+Hox6A1wJQrkRNXsHvvPj5ZX8IqdBjwog0xJcD45f0fbwgIg58FvjoBmuCyArhaHDRvKD3tlGialIzl7JHqXtoLtsP1XgXrALjBur8ay9mRTSveUFnOvvUf0lpfR/rYcUw6dwkGk+/fVIohTRWQBiQB5wEf+ttZCDEGmAm42//68yHtty0p5Zh+ikOhUCgUCoVCMYwY/KNSiogy5mJBwdMSZ2vPslHniaBSp9YUSKp2S/RmTx3GhP4XnAgh+NLcbL40NzvoOlp8DW6cLu/LoquemLNA6MDXmq240UFVq1Ao/KDVCO65cAJ3LRlHWYOVZLOBhBg1yBssTVYHNz++mT0nO1erv7O3nL9anJzt3I1WSJbEnuKDthxcXVZOawTcf8UUEmODn9zefqKWZzcXU1rfxvj0OG5bmBNxAdTK6SN4e493xfKSielBXUtNVgfXP7qJA2WNp7cVljfx2q5TvLpqEaOSAlezSimp3AGVOyU6E4xeKrCMGHqiT4e/3LyA0+VHeR4G3tlbxvde2IW9Szt//egIT985L6rSAisUCsVgwTw3k6bPTnpNoRo7Kz0olzjbsQZsxY1oY/XETEtFE9P/Qx9CI7AsHIFlYfCOa+5e+qS9lftClxrjN5WjPlVNqisU4UZoNSRemkv8shxcjXa0Fn3UuWAOKlpq4MlLoaqwc9v+NZTETueN1qVIoWGd4RIudbyDkF3ulRo9rPwLGIJfPVi8bw97P3qflrpa0sbkctZFK0jKjKy7ZuyMNGyHvTt8xk5NDSozgKvZTtUje3BWdzq2OspaaN1VRfqqGWjjAu+3S7fEeqgOe1EDwqQj9qz0IemYJl3++6Sylz5rqOz7eB1r//U3pLuzT7rp1ee59ue/JWWkGlgehuwEJgOj8KRQ9SuKo9Ml7jNgDmqOUKFQKBQKhUIxxFE/eKOUjw9W8ugnR9lf2kiaxcj1c0fzlXPGotcGtjLQmCA4+7caNt3vxlbXuT19Nsy+J7ABFadVsvE+N+VdklTt+rtk1ncFY1cEt2JxIBmbaiYz3kR5o/dV9AvHBZdX1pQkyD5fcGJdzwESndkjVFQoOnDZJW1VYEgAg0VdG6Fi0msZm2oe6DCinn+uP9pNENfB0WYdybp0rp+Rwj0XX0xFmyfd9NGqZkYlxXLz/OyQRENPfH6c+98qOP1607FaXtxawj9unsWFkzOCrrc3lk/O4LLpWbx1hjAu1WLk3hWTgqrz6Y0nugniOqhotPGXDw7zx+tmBFSfs03y+U/dVO3u3LbvCcnUOwWTbom+Z7A/5uQkEWfU0eRDnL4kgimR61rs3PNSd0EcQG2Lne+8sJMP7zlvUKYFUygUikjQtq+aps9O4ShvQZtoxDwvE8vCEQGlBgXQJZtIuXkStS8dQrZ13ttNk1NIWBGYg5K7zUn1U/uxF3U+Y+vfPErSdROInZ4WUF2DAcMIMyJG1+28dMWYG9zvKl1KDKaJyVgLezqja8x6Ys6KvnOliBxuuwt3ox2NEnGFBY1Bi0YJT0Pn4990F8S1k926hxlkImfczPnLf4RoOALbnoC6IkjJg7lfgfTg+nAAG15+jo2vPHf6dUnBXvZ8+B5X/fgXZE8NrA8XCLEzM2jbW431YF237dpEI/EXjw2qzqZPT3UTxHXgqrXS9MlJEi8L8Bnc6qDqiX04Tjaf3ta4tojEy8ZhWRQ9Kbn7gnFcgsehz4ugH8A0MTlibTdWV/YQxAE019Xy3j8f4ubfPhixthWDFgm8BnwLuAL4di/7d4jiXsUjilMoFAqFQqFQKIY0Q2uWdJjw8rYS7nxyK5uO1dJkdXKsuoX/e7eQu57dEVR96WcJLntRw6L7Ncz6vmDZIxrO+5MWfYACnD2Pym6COAC3A7Y9KKk/EtkVcpFAqxF854LxXstyU81ceVbwNvizvi/IWth9mykVzvmdZkCc9RSDD+mS7HvCzZvXunn3FjdvXOVm82/c2Bqi77ukGHq8tvOUz7K6hDyuu+464uLiyEuP45eXT+GZr8zn91dPC0kQV9Fo5XfvHOix3e5y89M1e3FE0B1MoxH89YaZ/P2mmSyblMGC3GS+e8F43v3uueSmBZ6yDOC9feU+y971U+aLvY/JboI4ACTs+7fHvXWgaWh1cKyqGasjOEebrpiNOr67zPvz+eIpmczKjlzaqzf3lGJ1eL/WjlW1sKO4zmuZQqFQDDWaPj9FzX8OYD/RiLS5cFa00vDmMepeORRUfTGTUhjxs3kk35RP4lV5ZHxvFqm3TUbjJ4W5N+pfP9JNEAcgHW5qXzyIs6bnxP9gR+i1xC8Z5bVMn2UmZkpq0HUnXz+hh6hOm2gk9Y4pAZ93xdBEOt3Uv32Mst9upvxP2yj9zWZqXzmEO0jXfIUirOx5yWfR8sw6rrzySmJjYyFrOqz8M9z2Gqz4U0iCuNrSk2x89fke2502G+v+9XekjFy/S2gFKbdNIen6CZjykzHmJhB/0RjSvz0zaCe2tn3Vvsv2+i7zRf0bR7sJ4gBwe8Tp9tJm7wf1I3XWZo43VGB3OUKuS2sxELfY+/M5dk4G+vTgnQh7o+DTj3sI4jooP3KImpPFEWtbMaj5b/u/o4UQs33tJITIBBbiEdKt8bHP7UII2f63wE9dRe37vNdbcEKIJUIICazusvl4+/FPBlNnKAgh8oUQTwohSoQQtvZ/n/N37rocu1IIsUYIUdp+bKUQ4n0hxG1CCL/zrUKIEUKI+4UQG4QQFUIIuxCiXgixXwjxNyFE3hn7ZwkhXO3nxK/iVQjxjS6f2wwhxL/a/+8SQmT1cmzHZ/F0b++/N4QQX+oSx+W97Pt8+36VQgi18kKhUCgUCkXEUD80ogyHy80f3juIt3GWdQUVbDpWw4LcwB3MNHrByHPBk0MlcFw2yYn3fQz+uOHYm5JZ348+sddN87PRawX/+PgIRTWtGLQaLp6ayb0rJhETwkSBLkZwzu+0NByX1B2UGBMEGfNAE0S6g1BotjlpbHOQEW9CG6CjgyKy7H5EcviVzu+UdELxh5KmEskFD2sCduBQDE92FNfxXHuq0bx0C7cuCE+q0Sar74kwu4zMJOrbe8pw+khBUt1sY8PRGs6bEDlXE41GcNn0EVw2PTwr3P2J+M50IesNt0NS5OsZDBx7W5I2Y2DuGXUtdu57Yz/v7ivD4ZLEm3R8edEYvrdsQkjPna+em0tanJHHPztOYXkjGfEmbpyXzdcXB+ZmECjVzXa/5TW9lCsUiqGLlPJJ4MkBDqNfcNtcNK474bWsdUcllnNGYhgRuGhc6LUhubm5Why0+prEd0latlaQcPGYoOsfKOLOG40waGn65CSuehvoNMTOSCNxxdig0uV1oInVk/b16dhPNeMoa0Ybb8SYl9jv/Qy31Ynb5kIbZ1B9nEFG3ZrDtO6o7NzgdNO6rQJXrZW0r08fuMAUUcWW8kO8cugLKlsbmJg8ipvyF5MTH6Kzs9sFdt8iqxgRmd/khV98itcBWaC+oozyI4fIGj8xIm2DRxhnnpWBeVaYXNL9pAD1Jbryhdvq9P0MltCytRzDFXneyyNMZWsDv974Ah+V7MEl3SQZLdw+9QK+Pu2ikFy+E5aPQZdkovmLUziq2tAlmTDPz8JydmRd8VobvafR7SxvILjcJopIkL96lQWYAsQBTcD+wjsejoRK9FOgFkjGk0J1u4/9rsRjlLFJSnlqmDrd3wD8AeiaI3oUcCNwrRDiVinli2ceJISIBZ7Fcw67kgYsb//7phDiSillpZfjbwYeB0xnFCW0/00GviaEuEZK+TaAlLJMCPExcEF7bD+QvhXYX2r/t0BKuVsI8SzwNTyf93XAX70dJIRYCIxpf/msj7oD4Q0813pce7tv+Gg3BljZ/vJlKaVadaFQKBQKhSJiKFFclLHnZD3VzTaf5R8UVAQligsVWyM4/Sy8b6kYeJeaYLluzmiunT2KmhY7sQYtsYbwfW0SxgoSxvZ/57O62cb9bxacFilkxpv42uJcvnJOcCkXBhJHi6TweUnxBxJHC6RNh/ybNaRMjt5Ova1BcvR179+ZukNQvpkeToOK6OO/O0/ywpYSKptsTMqK4yvnjGV2TvhSbDy9sYj73th/esx+w9EaXthSwt9umslFUzJDqnvumCQ+PljltWze2MikCWnrxWGsNcocK5ZMTKewvMlr2dKJgU0SOVrB2eq7vK16YJ7Bbrfktie2sPdUZ6rdRquTv310hGabk/tWTgmp/ivOGskVIbi2BsN0P26HGgFTQnBDVCgUimjBdrwBafP9XLYeqA1KFBcq7ia73wl+Z521H6MJL5aFIzDPz8Ld6kBj1CL04VuEYBhpwTCy/z8vZ72N+jePYj1QA27QJhmJO380lnl+jSwGJa4WB00fl9C2pwq3w40pL5G480cPyPcgXDjrrLTu7DGfC4DtWAO2ogaMY9TvnmjGLd2sObyRNYc3UmNtYmpqNndMWcbU1JywtfHI7nf5847OufBNZQd5sfBTHl52FwtH5AdfsUYLo+dDyWbv5TlnB1+3Hxw2/88RuzW6HElNE5No2eLdpTzQ9J/uFoffZ7CrcWAWD9ldDm5/788ca+h8n3W2Zh7a/jp2l5Nvz7wspPrNczMxzw1tfCVQMnO9u6YDaPV6UkeH7zusCJ781aumAHcDtwJdfxA0569e9Qzwj8I7Ht4frvaklE4hxJvAl/GItn7uY9euqVP7k23ATOBy4Fft21YApXjEfP3JQ0AL8CCwFo9I7Wrgq4AeeFQI8YGUsuaM417CE7MEngNexhN/JnA9cDMeF763hRBnSylP3/iEEHOBp/EI1I4DfwH2AVZgLPAVYAlgBB4XQozuIhJ7Do8objQwH9h05hsSQmQAi7vsDx6hZDGQjUcI6FUUh0cMCFABfOBjnz4jpWwTQryG59q/XAhhlFJ6m9BcAZjPiFmhUCgUCoUiIqj0qVFGb6t3Bsrty5QIhnjf5fHZ0StQAs95T7UYwyqIGyjsTjc3PbaJN3aX4mgfsCpvtPLrtwr45/ojAxxdYLjskk9+4KbwWUlrBTiaoXQDrP+em8od0SvErC30pB72RfW+wfne3G7JR4UVPPrJUd7cXYrNGXqaxKHKva/t5fsv7mbz8VqOV7fwzt5yrn/U870MB1VNNn79VkGPRex2l5ufrdmL3RlaqtG7z89D78WZJEavjZhT18JxvgXfBq2GOWMiI8aLFHeePYbM+DMXh4LZoPWZutsXhjiI8aOjS8wdmGfw+kOV3QRxXXl2czE1fkT+g5Wl+enkZ3p3W7zirJGMTIyJaPvFNa08tO4QP39tHy9vKwlLOlqFQqEImN4eKwM0yqBNNCL0vhuPZCqz/kBoBFqLIayCuIHCbXNS9a89WPd7BHEArjob9WuO0LypbGCDCxC31UnVo3to/vwUrkY7ss1J295qqh7ejb3E+wKIaMB+otEz5esD2xlpigcLbpeLw1s2sOX1Vzi8eQMuZ3QtnOlPfvzpk9z7xX/YUXmUE42VvH1sGze+/Uc+KdkXlvpPNFbylx1v9thudTn4+Rf/wS1D65Oy+MfgLUudKQHmfzO0un2QPcW3Q6LeFENW3oSItPv/2Tvv8LiK823fs1WrVbe6ZFvusuWKO7bBxoDBpvdeQjUE+BJaIOQX0iAJLUAChIQSei+mG2xjY9x7lbtkFcvqsrRqW+b7YyWr7a6kLdKuPPd16ZL2vOfMzK7OnnNm5pnnDRSRp6ajMXcc5xQmHZGz+3erLG20EU24+zFTfbLZbSyQfJuzqY0grjX/27kEizX0BPPDp88iOsm1EG/MafMwRXoYoPcD1pJaqr7LoeLz/dRuKUb6OL7UF8l8beGvgO3AQtoK4mh6vRDY3rSfP/ms6fdoIcSQ9kEhRCxO4RX0sChOSlkjpdyCU6TVzC4p5RYpZU/n/K0FTpFSPiSlXCal/EZKeQvweFM8GmijmBVCXEuLIO5KKeU1UsrPpZTrpZRfSCmvBW5o2n0ScFe7On+Hs5dUCsyUUj4rpVwipfxZSvmWlHIO0JyfOxlonbb2Y6B5AO1SN+/pYqC5k/AOQJOjXLPYbJoQYkD7g4QQWpyCPoAPpJT+GmRqdpyLwumg54rmenOAVX6qV6FQKBQKhcIlShQXYoxLj3E5id7MmT66/3iLRi8Ycr7r2RGNHgafF9qiuL7ENzuOsPeoa5f2fy8/GFIT7Ie/l1Ts6bjdYYVt/wndQRlDJ9kt9UFoOJBXXsvpzyznF69v4PFvsrnr3c3M+OsyNh+u8Gs9VruDRVsLeeCjrfzusx2sOdh+0V7ws6vwGG+t6Tje7S8kBAAAIABJREFUY3dI/vTlLo9pNbvK19uPHBe9tqfM0sjP+92kNekikzLieOX6yWSltgy2ThwYy1s3T2W4H9KzuuKkAbHMGeE6pdq10weSEGkMSL2BIjEqjI8WTufSielEGHUYdRrmZSXx4e0nMyq1e4PYQiMYfqnr+6zWCEMu6J178Poc99//RpuDbW4Ec8GMRiN446YpzBmRQPM6BYNOw5VT+vP4RWMCWvc7aw8z+8llPLtkH2+uyeX+j7ZxxjPLySv3YBOoUCgUASBscDTC5H7i25QV34OtaUETpiN8kuuUcsKg7XEnF4V7ajcVYy93LUSoXnYY6QjORUCusKwrwlbc8V4srQ6qFuf0fIP8hMbDd7wr8d6gNC+XV+65hUVPPcZP77zOoqcf45W7b6HkcI5f65FWB5aNRyn/cC+Viw7QcDg4BYKeWFe0ly8Pru+w3eqw89jaD3Cfma3rfH1wA9KNsjK/powtxYd8q2DY6XDZm5AwsmVbxiy4/kuIDYxTVsb4iaSOGOUyNvncizCYQkt8retnIuH2cZjGJyAMGoReg2lcAokLx6GP795iH6HTYJ7uOm2oMGqJmNo79+BNRw+4jdVY69lX4Z+FiT2JTq/n0kf+woDRLSJNncHISWefx+zrbg5o3dXL8zn69Eaql+VhWX2E8vf2cPS5Tb3mBBiMNAndnqbzZSQCeNrPwrjvcAq+oGOKT3C6tOmBzVJKHy/CIc1zUspNLra/3Orv9hf7e5p+f+YqtSqAlPINYEnTy4XN24UQGpxpbSuB16WU7i48rcs9nhZBSlkFfNX08hI3xzanTl3T7n/7VnMzaBGhtWYO0NyB8kfq1GZ+AJothzsI+YQQZpwiQ4D3PKSEVSgUCoVCofALwTeKpfCIViP4v3NHcde7m7G3Gyi+cEIaEwfG9lLLYNT1gvpyyPlG0rzg0xgLk+/XEJmuRHHBwtpD7h3Jq+qsZBdVM75/TA+2yHsK17jvL1VkQ325JCwu9M69uJEQkQ41+R1jQgMD5gbfe1r49kYOlljabCutaeCWNzaw8sHTCPODo0VVnZVr/ru2jfPUm2tyuWxSOn+7eGynTprBwrc7Xa9SBqfD24acCo+uaF2httGzuNXS6LtjwinDEzhleAJHj9WjEaJHRGkvXjORpxbv4f31eRyrt5EUZeSGkwdx+6mBcacLNOmx4Txx6TieuHScz2UNv0RD4zEHez+U2JvmmMOTYNJ9vXcPjjbpfYoHK4mRYbx24xQKK+s4UlXP4HgzsWZDQOvMKbXwyGfbaa8RyCuv48GPt/HOLdNcH6hQKBQBQOi1xMwfRMUn+zo4SZmnp/SqI1vMgsE46mzUbS053jZtlIHYy0egjQrstVrRdRoOuRfG26sasZXVoU8IDXFJ3W73/euG/ZVIq8Ojg2GwYhwagybS4ExL3B6dhvAxvSN+dYd0OPj8yT9zrKRtytfqshI++/ufuOm5l9FofO+T2msaKXl5exshZM2qQiJmphFzTuj0Sb7P2eI2lltdQnZ5PiP7dc8prD21Ns8imVqbH1yjR57j/KkqAJ0RzIE9L4UQXPzQo6x453/sWrEUa30dUQmJTFxwISedfW5A6w4U+oRw+l3hQyrbVkTNHYBssFOzphBszpuwLt5E7KXD0Ub1ziK2SIPne0mUMTTuNe2JTkzi0t89RlVxEZbKSuLS0gkzB3YFbWN+NVXfdNRR2YrrqPx8P/2udS0YPZFoSpn6VDcPeyrztYWL/ZFKtSlt5XfAhThFce3b0lupU4ONxa42SilzhBA2nHOmx9NRCCHigYlNL5d2UvZ3OFOdDhFCpEsp86WUDmBmU1meHgpbDxi3v2i+jfP/N0AIMU1KeTyFqhAipbl82qUhlVLuFEJsAcbjTKH6ZLtym1OnHpBSuslJ3n2klHYhxPs4HfNcpVA9B2i+AKvUqQqFQqFQKAKOEsWFIPPHpJAQaeQ/Kw6ys/AY8ZFGLp/Unysm+zZg5SsarWDSfYJR10lKt0v04YKkSU4XOUXwEGn0/LWPDAudy0JnGiiP3cxuYq2R7P1QkrdMYmuApImCzCsFkf39f34LIZjyGw0rHnRga60zEzD+l4LwxOD6Tm3Jq2RHgevV8aU1jXy7o4gLJqS5jHeHpxbvcZmK8YMN+ZwyPIFzxrpelRxs2B2eneDaC569wZOoTqcRTPFjqtEkD+6l/iZMr+W3C0bx4FmZ1DTYiArTo+mltOHByOhfaBh+maR8F+hM0C/L6SLXW5w/PpUnvtvj8pweHG9mQogIsN2RGmMiNcDpUpv5aGN+B0FcM6sOlJFXXkv/uNCc0FEoFKGJeXIy2hgjNSsLsB6tRRttxDwlGfNE105tPYXQaeh3RSa2MwbSmFeNJlyPcUgMwkXad0XvofHUJxVO179QodN1OX489Srqa3h1x/csztmMVdo5NX00N40+k/RI3xbUuEJoNcRdNpyyN3Yhra36LxqIvWgomvDgWtyQu30LlUWuU+8eKzlKzpZNDD5pss/1VH150KUzYM3KAsJGxBI2rPcWqnYHeyfZ0Wy+pjYFpqQM5z/bv3MZM+kMjEsY5HMdx4n2fbyhqxhM4Zx+00LmXH8LjfV1hJkjQmaBXqARGkHMOYOJnNOfxvxqNGE6DAMie/XzOX/oVLfn4Zj4gQyODm0X2ejEZKITe+Y9WDYedRur212G3WJFaw6ue0MvcCfdv/ML4I6mY/3BpzhFcScLIRKklCVw3JmrOY3liS6Kc7EM/TgNOOdMWz+Mtl7J+rwQ4vku1jOofV1NAjmEEFHAUGAYkAVMBma12rX9rMZXQBXO1K6XAmtaxS5p2t9OW7e5Zt7CKYqbKIQYIqU80NQGAy1CyUAI097BKYqLxnnutc6p3uxat0NKuT0AdSsUCoVCoVC0IXRGGhVtmJwRx2Q/ihr8SXiiCEonK4WTCyak8e8VB13GxqRFMyQhCHNzuiFtpqDgJ9cqgX6jwRjjn/PQVif58VcOKve3bMv5RlKwQjL7WQ0xQ/x/vvfLEpz1uoaDX0mqDkhM8YJB8wUxQ4Pvu5Vf4Tl1X2fxriCl5JNNBW7jH23MDxlR3JwRifxrmesUHlFhOiZl+D6RMr5/DHMzE1mSXdwhdvXUAST2oJAtEOi0GmLClduLKwwRguQpvd0KJynRJh49L4v/+3wHrRMhRIbpePKycT02ObIxt4IfdjsH8M8YlcRJA0JjsrI1pTWenTTKLI1KFKdQKHqcsGHBKwDR9TOh69czwmVF9wmfkIBlvWv3ZOOQGLSRofOcZ8rqR8NB1853YSPiEDr/rNSqbLBw5VdPkHOs5fn+3ewVfJeziXcX3M/AqES/1NOasGGxJN07EctaZ4pYbWwY5inJveoG6Y72DnHtqSpxL+boKo5GO7XbS93GLRuOBu01sT2npI/mnewVLmNJ4TGMjEv3uY6ZqSOZlDSUDUf3d4jdkDWXSENoX6O1Oh2miMjebkZQojXrMY0IjjHroTEp3DvxAp7a+Fmb7XFhEfx5xjU91o76A5XU76lAaAWm0fEY0kJn7LUZR43VQxAcdbYTWhSX+drCCOBaLw+/LvO1hQ9m3/hijR+a8iXQ7HZ2HvBK0/b5QBiwS0qZ7Yd6QpnqLuzTesDK29UHbVaCCiHSgAdwuvgNcLG/W0W6lLJBCPEx8AucIrh7W4WbU6cukVK6eiB6B/g7TuHcFcBfmraf3aqN/kyd2tzmNUKIA8AQnEK+LwCEEBE4z8fmtikUCoVCoVAEHCWKUyhOMEamRHH3aUN5bmnbgcmYcD2PXzTGp7JzSi18simfUksjY9OiOX98GiaD7ylK3NF/juDQ15KSrW23a8Ng3O3+s4k7+KVsI4hrxmqBHa84mPlYYN6jKV6QdX3wieDa05mQ0h9Cy0a7g5oG9yk/K2o9DM4FGZMy4piXlcR3OztOzPz6jOF+STUL8K+rT+LJ7/bw/oY8quttJEQauX76QO6YPdQv5SsUXeHaaQOZnBHL++vzOHqsnszkKK6Y0p/EyMALM+0Oyf97fwtfbC08vu3FHw9w/vhUnrlsfEi5DI5Jj+a99XkuY+EGLYMTzD3cIoVCoVAovMc4OIaIk1OpWVXYZrsmUk/MeUN8KttaXEvtpmIcdVYMA6MIH5vgN2GaK8InJ2PZXIw1v+08tgjTEjUvw2/1vLFraRtBXDPl9TX8a8tX/P2UG/1WV2t0MWFE+/F9BIrYVM9OYXGpvou8ZIMd7O5dvR0h1Cc9JT2L6SkjWH1kT5vtAsGvJ16Azg+pZoUQvHTGnTy14VM+37+WWlsDKeZYrs+ayw1Zc30uX6HoKreMnce01Ew+3bea8vpqsvoN4JLhM4gNC7wwTdoclL21m/rsllTb1cvyME9NJvbCYQGv35/o0yKocyMM1ph16GJ6J0VuEJEFeHtSRQCjgHW+NkJKWSGE+BE4Haf4qlkUF4jUqaGXH947Wt8UF9LWpc0Tx/MNCyFm4RQsRrWKHwV2AduAn4Fy4AcP5b2DUxQ3QAgxVUq5tklod3KreAeklEeEEEtxnhOX0yKKa06dulFKucfVsX7gXeARnClUDVLKRpxizTBANsUVCoVCoVAoAo4SxSmChkOlFl5ecZA1B8sw6bWcNz6V66dn+CSqknZJxV6QEmJHOFO8KuDXZ45g5rAEPtyQR7mlkTHp0Vw1xTf3qLfX5vK7z3YcT+/2DvD80v28ffNUMuIDM1mv0Qtm/U3Dvk8kh3+QWC2QME4w4gpB9CD//a8Lf3Y/8H1kLTis8oROEzwyJYppg+NYc7C8Qyw91sTpo3xPo2XUaRmZEsXuI67TtIZaGsZ/XnUS//npIO+tcwqFRqZEcespg5k/JsVvdYTptTxyzigePDuT6nob0SY92hASASn6DpnJUfz+3Kwer/fN1TltBHHNfL6lkEkDY7l2ekaPt8lbLhifxvNL9lN0rL5D7OqpA4gKO3FX5CsUCoU/qTok2fuBpGSbxBAJA88QDDlP+PSsb3XY2VGai05oyIofgEacKPOHnok5bwhhI+OaBGw2DAOjME9J9sllpnp5HlXf5Bx/bVlbRPXSPBJuGYM2OjCT9RqDloRbxlCzspDarSVIq52wYbFEzEpDn+A/R7Wlh7e5jf2Qu9Vt7ESh/6gxJGQMpiSnoyt+fP+BDBg9zsVR3UMToUcbF4a9vOPzGIChf+i4hmmEhpdOv5OXt393XCg0On4gN485k9n9fVss2ZoIfRi/n34lD025FIu1nmhjuLoGKnqFMfEDGRM/sMfrrf4xr40grhnL2iKMg6IJH+9/l89AYZ6URM1P+TgsHResRpycFlABeojg603AnzeRT3EKoE5vSptqpcWZqyuiuNYD4Z4egkPnxucbFa3+rpJSbunOwUKIcJxpTaNwpkD9HfCplDK/3X6zOylqGVAIpOJ0XluL0zVOAPXAJx6OfRvnOTFGCDEMOAyc0xQLpFvb2zhFcc0pVL/E2XaA1VLKnADWrVAoFAqFQnEcJYpTBAU7C6u44t9rqG7lBLXryDF+2HWUt26e6pVzUv5yyZYXHNQ1LaYOi4dxtwkGnH7Cd9IBmDIojimD/JPOILfM0kYQ10xBZR0PfLyND26b7pd6XKE1CjKvFGRe2fm+3iLda+LaDhOcwPzzqpO48+1NrD3UMtg3PCmCF6+ZiF7rn+/cnXOG8Mt3NnfYbjZoueHkDL/U0Uy91c4nmwr4ZscRbHbJ7BEJXOlH4Yleq+GO2UN7xLVNr9UQZw6dFFQ9Tb3VztLsYipqGzlpQCwjU6I6P0gRErhzVmuOhZIozmzU8c4tU7nvw61sOlwJQJhew9VTB/LgWZm93DqFQqHoG5Rul6x4wIG9Se9iASr2SI6slcx6XIPwYoHVJ/tW88zGzyipcy7sSI2I47dTLmPuQN8FOn0Bf6bgbSyoaSOIa8ZWWkfFZ/uJvz5wAn2NUUfU3AFEzXWVCcs/ODx2ShUAF9z/O754+jGKDuw7vi1p8FDO+/XDCOH74iAhBJGnplP5aUcbeU24johp/lvgBE3pWtcXUbfb2ccOGxmHeVIyGqN/nMWNOj13TTiHuyac0/nOPmLQ6jBoQy9dZE/haLBTn12Go96OcVB0UKYoVniHZb371M2WdUUhJYrTRhiIv2kMFR/vw1rgdEcVRi0RM1KJPK1/L7cuKOhKSs5AHt+az4B/4nTjOgOnYCoKOCCl7IqSvrXy0eUKeiFEJG1dz/oyu1r9PRkP7mZCiHk4Xf8OAT9IKWtwis+aHxJ+KaV8y83hHr9IUkqHEOJ94FfAucB9tAjMvpRSejqHPgZeAExN7dkJmHGmbH3PU72+IKXMFkJsBiYA5za5GJ7VFFapUxUKhUKhUPQYShSnCAr++k12G0FcMxtyK/hscwFXTOne4HLJVsmaPzqQjpZt9aWw9jGJMVaSNFG5JfmTjzfmdxDENbPuUDm5ZRYG9gvd1G6p0wWl21y/weTJnNAucc3ERxh5/7bp7CioYl9xNanRJqYO7ufXOs4Zm0ptg52nv9973C0pKzWKP56f5Vc3wnqrnWtfWcv6nJaFgKsPlvH++jzev206CZEnfEqIPsOy7GJ+9cEWKlulOjp9ZCLPXTmBcIN6RAp1Sqob3MaKPcSClcEJEXxyxwwOlNRQYWlkWGIk0eHKIU6hUCj8xZYXWgRxrTm6HgpWQvqp3StvWd52Hl75RptthTXl3LPsZd5ecB/jEgb50FpFe2o3uhce1GeXY69pRBsRugtF5vQfw96KApcxfzp7hTJR8Qlc/dgzHNm3h4qiQmKSkkkdPtKvdURMTQGbg2PL8nDUOPsQhgGRxFwwFG2U//qJjnobJS9vw1poOb6tYX8ltRuOknDrWDQm1VfpK9RuLaHik33O9LxNmMYlEHfpcOW81Qew1zS6j1W7jwUrhtQIku6agPWoBUedDX2KGY1RXY+a2AnU4F0K1RraCq98QkpZKIRYB0zFmaqy+Qm3q6lTK1v97W5SZi7epU8NOZW/lPKwEGIfMAy4UgjxOymlpf1+QggNTjHiUJyfeUJTaEir3Tqu9m7h8lZ/u/tivY1TFDdcCDEDaHYi8Cgwk1JWCyEWNdVxDtBsnblMStkxxYJ/eRunKG4+sASn0NIGfBDgehUKhUKhUCiOo3otQYzdIU+IVHc1DTZW7i91G/92Z1G3RXF7PmgriDuOhD3vOUia6J+VtT1BVa2VV38+xHc7i7A5JHNGJHDzrMEk+ZDq1N+UWjwP5JRZGkNaFDf4XEHOt5JjuW23a8Ng9C/UIGVrRqdFMzotOmDlXza5PxedlMa+4hrC9FoGBSA171trctsI4po5WGrhuSX7+NMFo/1ep6LnKais4/a3NtJga3uz+GF3MX/6chePXzS2l1qm8BejUqP4aZ/r54tRPegIeCxXcvALSU2BJCJdMPhcQdQA75/vhiREtAytKhQKRYBxOOxoNKHTd/KW2hJJRbb7eMFPkvRTu3ftfmX7YpfbbdLB6zuW8Mycm7tVXm9ir2mkZmXBcccq06h+RMxM8ynVqb/xJDxAgqPWFtKiuOuzTuOrg+vJrylrsz3aEM4vxy/opVYFJynDRpAybETAyo+YkYZ5agrW4lo0Ri26fia/11G9Ir+NIK4Z6xEL1SvyiZ6X4fc6FT2P9aiF8vf30H6Vad3WEqqijcTMV+LpUEefYsaaX+M6ltpz7onZ5fl8sOcnCmrKGRqTwuUjZjEgyvtOpT4pdMd4A0X2jS/WZL628E1goReHv5F944uuTxTv+RSnKG4B0PyQ1FVR3I5Wf98ihHhLSnlcuSuESAAe97JdrVcohtKJ9E/gWSAZeFkIcV3rz6SJx3AK4gDebHKJA2g9MHUWTgFlG4QQ9+P8XzXj8qFVSrlRCLEHGAE8j1OYWAl83YX38BZOUdwsnAI/cArWAs17wN+BdOA3Tdt+kFKW9EDdCoVCoVAoFIASxQUlqw6U8uwP+1iXU06YTss5Y1O4f94IEgMsgqrcL6krg+hBEJ7Yc2I8h5Qe01Pa3VmQeaByr/tYhYdYsFFVa+WSl1axr7ilX7y/uIYvth7h4ztOJi3G/4Ov3jA2LdrtciSTXsvQxNBOk6E3C2Y/q2HPu5K8HyW2ekiaKBh5tSB6cN8XrgYbOq0moCkuF211v0Dui22FShTXR3h/3eEOgrhmPtlUwEPzR/qULldKyc/7y9iYW0G0Scc541KJjwgOl8HDZbUs21OMViM4Y1RSUIms/cmtpwxm5f7SDs8YQjhjPUHeMgdr/yJpGSqV7P9MMu0RTbfFFQqFQtGTHNq8gdWfvMeRvdkYTCZGzpzDjMuvwRQZWFFxY341dosVQ0oE2qieEzB1mNJqh6OTuCt2lh32KhZs2KsbKX5xK/byFhu96qO11G4rIXHhuKARmhnSI6nb5loMrwnXoYsN7eeduLBI3l1wPy9v+47FuZuxOeyckj6aW8fOY1B0Um8374RD6DQYAihoqdvqfp64dmuJEsX1ESxrizoI4o7H1hURfeZAn9zipMPBoS0bKTqwj/CoaEbMOAVTRKTX5fmTsoI8crdtQafXM3TyNMKjY3q7SQEh8pR0yt9xobrXCCJnpvVIGz7cu5Lfr3rneBru5fk7eGv3j/zztNuYlR641OInKP8Cbge609mXONNa+ptPgb8CzTl684D1XWqQlLlCiNU4XchmAF8LIZ4HKnCmD/01zlSfh4DuqndbW/v+RgjxHGCRUvrNKS9AvIBTUHYycBUwrOkz2QukAtcD5zftexR4pNWxX+MUAxqBx4QQicD3QB0wHLgBOKVdfZ46Xe8Af8DpvgbwiZSyK+kQvsUp0IvH+f+rBz7pwnE+IaUsEEIsB+bQ0maVOlWhUCgUCkWPokRxQcbKfaXc8No6bE2DInVWOx9uzGftoXK+uGsm0Sb/r8SuzpOs/YuDij3O10ID6bMFk+4X6MICP2EbFaZn0sBYNuR2dGYCOC0z0eV2Txhjoc6N+VxYbLeLc0lVrZXnlu5j0dZCLA02pg3uxy9PG8pJA/xUAfDqz4faCOKaKTpWz/NL9vHXi4PDyej88Wk8v3Q/BZV1HWLXTBvgk7AkWDBGC8beLhh7e2+3RBFo6hrdz3rWeogpQotDZbVuYw02B0cq64lK9u7aVVVr5cbX17HpcEvGice+zuYvF47m0kn9vSrTH0gpeXTRTt5Yk3tcKPboop3cddow7jl9mOeDQ5BZwxJ48pJxPP5NNqU1zvHBhEgjD8/PZMbQ+IDXb62VbHhSdhBaSBtseMJB8hQNOpMSxikUiuBj39pVLHrmcZpvFo11dWz9/msKsndy1V+eQm/0v7iosbCG8vf3YDvadH/WCMwTk4g5f0iPpI8zJwuiBsGxQ67jqdNdb/dEv7DIDq5ex2Mm/4gS7NWNHFt6mLptpUibg7ChMUSeNgBDmv/EOtU/5rURxB2vu6ye6hX5xMzvGaF5Z5gnJVG9Iv94SsvWRMxIQ+hD3+E7ITya3067jN9Ou6y3m6IIMA6r68U7AFL1SfsM1tKOY2jNyHobDosVbbR3C6sslRV8/Nj/UZLbcmNb/tarnP3LXzN86gyvyvQHDoedxS89x87lS45vW/raS8y66kYmLjjfw5GhSfjYBBwWK8e+z8VRawNAG20g5twhGPoHXqBYVneMP65+/7ggrpkGu5WHV77B0sseQ38COAL3FNk3vrgz87WF9wJPd+Owe7NvfLGDc5ivSCn3CiF2AaOaNn0ipSdbgg7cCizDKaA6s+mnGQdOx69BwG3dbNp6oBinWO+app+f6CgKCyqklDYhxDk43fbm4BQHvuFi1zzgHCllcatjC4QQ/w+nsM4APND00xob8BBwP87PJtNDc5pFca1fd/U9vA/c2bTpKyllVVeO9QPv4PzcwCkG/LSH6lUoFAqFQqEAnPa6iiDiycV7jgviWnO4vJb31vl/Nbm9UbLi/hZBHIB0QN5Sycanuu/Q5i0PnJWJwcVkx/CkCK8EBIPOdj/JnDHf9wno2kYbl7+8mldWHqKkuoHaRjtLs4u54t9rWH3A9cSHN3y3s8ht7OvtR/xWj6+YDFreuWUqUwbFHd8WbtByy6xB/Obskb3YshOLwso63lyTy5urc8ivcC/46QoOh2T3kWPsPVrtn8aFEJ7EMjOG9OvBligCSUa/cLcxo05DcrT3E/6/X7SjjSAOoNHu4DefbGd/ce99p95ae5j/rc5t45xmc0ie+WGvx/tNKHPxxHRWP3QaH9w2nQ9um86q35zGhRPSe6Tuwp8lNjeXYqsFjqzuuecshUKh6A4r33sDV1bepXm57F75o9/rc9TbKH1lR4sgDsAhsawvovKrg36vzx1jb9UgXMwLx2U6F411l0uGuxcdXDzs5G6X1x5HrZWSl7ZiWX0Eh8WKbLBTt7OMkpe20pjvv+eNuh1uVpsBdTv81/f1FU24noRbxrQRGQijlsi5A4g8rfcWJZxo2MrqqFlVSM2aI9iPdcW0xD3SLmksrMFa4lvfNhQJG+LeNcs4tG86ap2I6Pq573OKMC0aH1JUL/73c20EcQC2xga+fu4JqsvcX9cDzfrPP24jiAOw22z8+MZ/OLxjWy+1KrBETE8l5aGpJNw6hoSF40h+cAqm0YFfpAXwbc4mrA6by1hJ3THWHNnjMqbwnuwbX3wGp5NaZx1+Cfy6af9A0Vp41NXUqQBIKXfgFNQ9CezD6XR2FPgcmCOl/Js3DWpKKToPWApUA7W4SRUabEgpK4C5wKU4P4dCnKlpq3GK/X4LjJFSdriYSSlfAk4DvgBKAHvTcTtwiuXGSimfBH5sOuQcIYTLm4SUcj+wrunlEZzixa7S+jzoidSpzXxES+rcL1qlllUoFAqFQqHoEZRTXBBxrN7KlrxKt/Hle0u47dQhfq0z/0dJ7VHXsbylkrG3SkwJgXcxmTIojvdvnca/lh1g9YFSwo06zhuXyi/nDCXC2P3TdMh5gpKt1RLnAAAgAElEQVRtzvfXmtSZMOxi39/PRxvzyS7qONHQaHfw9++y+fQO/6y6dCWQbMabtLKBZGA/Mx/cNp3cMgtllkaGJkb45BBXUyCp2Od09osfC0IoNx1PPPFdNi8tP3j8vNAs2snNswbz8PzuixK/2FrIX7/JPu78NyTBzO/PzeKU4Ql+bXOwctPMQXy2pYDK2rYuEwathrvm9j03rROVyyf35+UVB12mUL1gfJrXzqxVtVa+3u5aYGZ3SN5bl8cj54xyGQ80b67O8RDLZV5Wco+1pSfRazVtRNs9hTtBXDNWS8+0QxEYhBA3AK81vbxRSvl6F46ZDFyGMwXNcJwpUWpxTi5sAL4EPpZSNnoo41Hg900v50gpf+xCvRk4U9sA/E9KeUNnx/Q0QogfgVMBpJSdPvQJIYzARcC5OFOwpONMR1MG5OOcZPlISukxRZAQovmBermUcnYX6n0CuK/pZSVwmpRyc1PsBpznRK6UMqOzsoKVYyXFlBfmu43nbN3E2Lln+bXO2o1HcVg6unsB1G44SvQZA9GEB955OmWa4NSnNOx+20HpdjBEwMAzBZlXC7SG7vdFfjH6DDYXH2R5/o42288fMpWLhnlhPdeOmjVHsJV1dHCTVgdVi3NJ+MVon+sAkJ76nfbg6pPqk8wk3jkea0ktjjob+iQzGqP3DjjW4lqsRRa00UaMAwObOjjUkVJSuegAljVHjssAKhcJouYOIGrugG6XZ1lfRNX3uTiOOW+J+mQzMRcMwZgR7c9mBy2Rs9Op21nWwRVOGDREzVYiz75CxLQUtylUzZOTvXZKrS4r5eDmDS5jdpuNnT/+wLSLr/CqbF/Zsvgrt7Gti79iwOjgyIjhb4Reg3Fwzwtaa6wdnxPaxBvduxUqvCf7xhefyXxt4WLgDuA6oLWFbw1Oh7EXfHWI66zPIaV8hLZpPF3t49ZeWEpZgtO57H438dtxpottv/114HUP5W7BKS5zFcvw1F5vkVI+Cjzahf082i03ue191PTT3Tb8SIvozd0+l+NM09pZWVO7W38T45p+VwDuL8h+RkpZCfjfblyhUCgUCoWiiyhRXBCh12jQaoRbsZMxAGljKj0svJcOqMoBUw/pYCYMiOW/10/yS1lCK5j+e0HJhZLClRIpIXWGIHG8f4RVS7OL3cY2H66kwtJIrNn3RU5zRiSw30X6VIDTRib5XH4gGNjPzMB+Zq+Pt9VJ1v9Nkr9CHh9Mj0iHaf+nIXaYEsa54vMtBfxr2YE22xwSXl5xkGGJ3XNbXL63hLvf29zGHORAiYWb/7eBT+44mdFpfX8Son9cOB/cNp2/f5vN0uxiHNIp3L3vzBF+TY/sD2x2Bzptz5m+Fm+SHF4qsdVB4ngYcEbPpNkOBOmx4bxw9Un86v0tHKtvWTk9Z0QCvz/Pe9FaSU0DjXb36Y6OVHkelA4kh8vdq7TyfHSX3FFQRUl1A5kpkaREm3wqq68QP1bgaXF4/LjQ/O4ouo8QYjjwIs6V4e2JbvoZDlwFHBRC3CWl/LoHmxhSCCGuBf4GpLgIJzf9TAIeEEJ8BiyUUvpshymEeJgWQVw1MK9ZENeX0Oo9i890ev8bOViL3N+DpNWBraweQw+I4gASxgkSxvknjZhBq+Ol0+9g9ZFsluftQCM0nJkxgQmJ/kk3Wp9d7jbWsK8CaZcIre/3mrARcdRucL2SLiwzuJ6Nm9EnuHcE7gqOOhvl7+9p8xnrksLpd/VI9Im+ld1Xsaw9gmV1Ozd7h+TY97nok82YsrruuF27rYSKj/e12WYtslD66g4S75rg8/83FNAnmUm4dQxV3+XQsN+5eNY4NIboMzPQJ3s/3hIIHHY7Gm3PpF+UUtKwt4LabaVIu4OwYbGEj00I2fTI+iQzcZcNp+KT/W0EkKYx8UTPy/C63OqyUpeOr80cKyvxumxfsNus1JS7dxitKnGzaruLNOZVY7dYMaRFoI0MCeOpgDMpaajbmE5oOCnRv4vvFS00Cd7uzHxt4YM4HdcicfYhdmXf+KJyyVL0Ftc0/X7X02I8hUKhUCgUir6GEsUFESaDljkjEvhht2vB1YKxqf6vs5NxSVPPuLkHjISxgoSx/p901mk8l6npJN5Vbp41mEVbCznaLu1IZJiOu09zP7ARymz6hyR/edvBu5p8WHG/g/lva9CbQ19EULJVUrJFoguH/rOFz26Mb67OdR9bk9stUdxLPx5wOXbaaHfw358O8o8rJnjTxJBjeFIk/71+MvVWO3aHxOyFY2WgaLQ5+Oey/by77jAl1Q0Mjjfzi5mDuGbawIDWu/FpBwe/aDk58pbC3g8ls/+hISzO/9/LuhLJ3o8kReskGh2knSIYdpHw6zVg7sgk1j58Oj/sPkplnZUJ/WN8Fn6mxZiINOqobnCdomR4UqTL7T3B4PgIdh055jI2KN67ybUDJTXc895mdhQ4y9VqBOeNS+Xxi8YQpu+ZybFgJXqQIP1UyF/eMdZ/jiBqQOjfzxSdI4Q4HfgMaP6S7QE+xJnupAQw4RTEXQScCQwGFgkhrpVSvtvzLQ5ehNM2+F/AwqZNDuBbnCloDgBVQDwwHbgaGARcAGQJIeZIKQt8qHsh8Jeml7XAfCnlOg+HhCzmmFjSMrMoyHZtXDF82ky/16mJ8jBxLUATwhPbQghOTh3Jyandd2/uFE99TiHAT7eZqDn9qd9VhqO27bONxqwn8tS+6VhV/sGeDqJD29FaSl/ZQfL9k7x2bwoWpJQ0HKikMecYwqQjfGyCzwKSmvaCuNaxNYXdEsVVL8tzuV02OqhZVUjs+X1zLKQ9hvRIEm4ag6NJLKUxBM+ztbWhntUfvcv2Zd9TX32M+P4DmXTuRWSd6tL4xy9Ih6T8/T3UbW0RdNVtKaFmZQEJt4wJiKNofnUpr+1cwprCbMJ0BuYPmshVI2dj0vnvvhQ+PpGwkXHU7yrH0WDDOCgafZJvwsfYlFS0Oh12m+s+aXz/wI4duEOr0xOVkMQxN+K32JQ0r8ptLKih/IM9LWnYtQLzxCRizh+C6MFFhMHIxKShnJyayarC7A6xi4fPIMms0jEHmiYBXJ/sNyhCCyHEVcDEppcv92ZbFAqFQqFQKHqa4JnlVwDw0PyRbD5cSZml7UKNWcPiOX+8/0VxA88U7HhFYm/oGIsb5ZzQVXTkzKxkt+LFk4f08zrtXnuSosL45I4ZPPfDPr7ZcQS7QzInM5F75g5jWC8KKwJFfbnk8BLXq1kbqyD3e8nQC0L3nLTVS1b9zsHRVlkstv1bMu52wbBLvB+o8+j+5CHmis15FW5jntI791WCUdRz17ub+G5nyyDywVILj3y2g+LqBn59xvCA1Fm4SrYRxDVTnQdbX5RM/a1/v5eWIsnSXzqob7WIvHK/UzA751n/imNNBi3njvPf/dVk0HLl1AG8vKKjFWuEUccVU3pv8vjGGRnc/9E2l7EbTs7odnn1VjvX/HdtG/c7u0Py6eYChICnLxvvbVP7DFMe1mBKkBz6RmKzgN4MgxYIRt8UuvcyRdcRQowGPgfCgUbgV8C/pZT2drsuA/4thJiLMw1LDPAfIcRKKaVrZcCJyaO0COJ2AddKKTe52O9rIcSfcYrY7gWG4XTqO8+bSpsmD/7Z9LIeOE9KudKbskKFOdffwod/+i0NtW3zPA+bcjJDJk7xe33miUlOEYwLx3TjsFh0MUa/19kXMGXF05jjWuxuGhmH8NNCLV0/Ewl3jKd6yWHqdpWBANOofkTNHYAuru9lQbKV1rl14bNXNVC3o5Tw8Yk93Cr/4aizUfr6ThpzW86dqq8PEXvhUMyTkr0u117u3g3Z5iHWHmlzYD3iPsd8Y151t9rVFwgmMRw4RZWf/f2PHN7R0q8ozcvl2xeeob6mmokLLghIvbVbitsI4pqxHrFQ9X2u38WS+yuPcPXXT1HV0HI+7iw7zPe5W3n9rHsI86MwTmPUET7Bf9cVU2QUo045je1LF3eIhTXFeouTzj6XH9/4b8eAEIyfd063y3PUWil9dTsOSysBoF1iWVeE0GmIOU85oT1/2m08sf4TFh1YR62tgRijmSszT+HO8Qt6u2kKRacIIYbSNv1sd2mUUu7yV3tCDSHEYzid1PsBzV/6b6SUW93sHwH4ekM9LKV0b2mtUCgUCoVC0QsoUVyQMSQhgi/vnsnrP+ew6kAZJoOW88alctmk/ugDsLrNGC2Y+oiGtX92tBHGmVNg6sMn9mo6T1wwPo2PNuaz7lDb5/sIo46HzvavC0BajIm/XTKWv10y1q/lBiPV+dBhmrgVx3J6rCkBYfvLso0gDpzvd8u/JHGjJP1GeTdxNTjBTHG1C2Ur3Xd/6mc2UlBZ5zIW54eUwArf2JJX2UYQ15qXVxzgphmDiA7ACvncxe7TgeYvl0y6T6I1+k/ks/M12UYQ10zVATjwuSTzquAWFN0/bwTV9VY+3JCPrWmCPy3GxDOXjycpqvcmjy+d1J/cslr+veIAVruzXWF6DffPy2T2iO5PwnyxtdBtOthFWwr5zVmZJPbi+w0GtAbB+DsFY26RNFSAMda5TdH3aXI1ew2nIE4CF0spv/R0jJRyiRDiEuAHnM5y/wfcEui2eoMQIgcYCPxBSvloD9Q3Dnik6eVeYJangXYpZQNwnxAiEbgWOFcIMUNK+XM3610A/A/Q4BQ2XiSlXOLNewglkgYP5dq/PcumrxeRn72TMLOZkTPnMOrU0xAa//cRdXFhxF46nIqP9oK9RRinSzQRd/Ewv9fXVzBPTaZ2SzHWgrYZuDThOqJ8SLvnCn28ibjLR/i1zGDFWlzrKfs51qO+pZzvbSoXHWgjiAPALqn4eB+G/pFeO1Tp4k1uxWz6eFPXC9IKhFGLbHA9MKA190wqZYV7crdtbiOIa82aj99j7Blnozf4X8xcu8n1wtTmmL9FcU9t+LSNIK6ZLSUH+Wz/Gq7IPMWv9fmb0268HWtDA3tW/YSUzv58bEoqC+5+gDCzL/oS3zhp/vlUlRxly3dfIR3OdhlMJmZfdwtpI7o/nmrZVNxWENc6tr6IqDMHogk7sac/zPowHj35Kh6ccgkV9TXEm6IwaE/sz0QRUvwXONWH43OBDP80JSSJB25s9boc+KWH/SfhXLTnCzcCr/tYhkKhUCgUCoVfUT2gICQl2sRD8wOQXsUNaTMFC97XcPgHSV0ZxAyF9FkCjV5N2rrDoNPwxi+m8MbqHBZtLcTSYGfa4DhunjWYIQm9N7gU6oQn4kzz42YSIjypJ1vjXxxWSc537mdXDn7hvSjuhpMHseag63nhG2YM6lZZF09M57kl+1zGLpnYN9MjBZK6Rjvrc8rRaQSTMuIw+Jhq6ae9HVfGN1NvdbD2UBlnZnnv8OCORtcmJAA4rGCrB60f5z3yV7j/ruSvkGRe5b+6AoFeq+Hxi8Zyz9zhbMmrJNqkZ+qgOL+l1vaF++aN4PqTM1i5vwSNEMwekei1u2l2kXunDptDsq+45oQXxTWjNYiQvocpvOICnAPK4HSH8yiIa6ZJGPcNcDZwiRDiTillY2fHnQD8EacwDeC6bqw8/w1wJc5+79VAl0VxQohTcKa61QE24Aop5TddbnGIE52YzJwbbu2x+swTEgkbGkPtlmIcFiuG9EjCRvZDaHv/3hmsaAxaEm4dQ82qQuq2liJtDozDYoicld4nHdx6Cm0nzoSdxYMZR52N2m1u+hMSLOuPEnPOYK/KjpiRSsVHrvuRETO6nhJRCGfaw5pVhS7j4RPVA1V3aait5cje3WgNBtJGjEKj9c15LmfbZrexeksNRfv30n/UGJ/qcIWjzrXwCUA22JEO6TeHzEa7leX5O9zGF+duDnpRnM5gYMHd9zPziusozjmAKSqatBGjcK7b6D2EEJx2w21MPvdiDu/Yis5gYND4iRhM4V6V58lZUlod2ErrMKT3vUwb3mDSGTBFxPV2MxQKRc+yGrgIMACrgHullB1TWygUCoVCoVD0cZQoTgE4HeOGXawmHLpDmF7LracM4dZTlBW/vzAnC5InQ9G6jjGNATLm+fcc3VFQxYaccqJMes7MSibCGLhLYmMN2DyYCtQWe7Aj6ISzRifz4FmZ/OOHvTTYmlba6jTcNWco53UzLeQds4ew/lA5qw+2telaMCaFyycrUVx3eP3nQzz1/V6q652D9/ERBn53zijOH9/1SaH2dCaqMwYo3Wu/0YLiza7P0cj+YIjyb32eHCMd7udCgo7k6DDOiva/SNFXEiKNXDgh3edykqI8Twr3piueQgGwO3NkBJAFRALVwM6R2btrPB/lN25r+u3AmcazO/wH5zKBL3D2105oUZwQIo2WVC+LpZRru3qslLJQCPEWYAU+7kadJ+H8/E04/4fXSik/7XqrFd6gjTQQOcv3+9OJhMaoI2rOAKLmDOjtpvQZDKkRGAZE0ni4o/hfhGkJH5fg1/oK9+6m6MA+TFHRDJ08LSAOW83YaxrbuDF2iFd2Pc1pe8yTkrGV1VO9Iv94HUKvIWpeBmHDY7tVVtSZA2nIq8baLlVq+KQkTGPivW7jicjaTz9g7WcfYq13usFHxMYx9+Y7GTppqtdl6vSeF9To9IFxmDcMiOzgjNmMvn+k3wRxAHYpcUj33xWrw0OHNciITkwiOjH4xKSR/eLJOnWuz+Voozycb6KTuEKhCHqklLN7uw2hjJTyNZwO9l3d/0ecYxEKhUKhUCgUfQolilMoTnAabHaMusAIabxh0gMafnrQQdWBlm06E0x9RENYnH/6ZLWNNu58exPL9rSsko8w7uSJS8Zy9pgUv9TRHmMUhMVBvRtfk+hBvr23hbOHcMXk/qzYV4KUcMrwBK/SnYbptbx181SWZhezZPdRtBrB2aNTmDG0X6+vKC7fLTn0raSxShI3UjDobIEhKjj76V9vP8KjX+xqs620ppFfvb+F1BgTkzO8W507f0wKf/s2G4eL8fl+ZgPTB/fzqtzOGHKe4MDn0qVj3MhrhN/PjeSpULjSdSxlanD+z09ELpyQzlOLW8S4rZk0MJahiaHjnFqxT3LwS0ldsSRqoGDweYKIVHWuhSq7M0dmAXfiTJvZ+kSs2Z058k3gXyOzd+8MVP1CCDMwp+nlBillfneObxJfKQFWCwuA5ofVz7p7sJTyxs73akEIkQl8C0Th9C++SUr5XnfrVSgUXUNKCXaJ8NFR2Z/EXZFJ6Ws7sJXUHd8mwnT0u3ak39Lw1VtqWPTkX8jbtf34tjBzBAvuvp+M8RP9Ukd7tNFGj6lJdV6mTm0mel4GESenUr+vAqERhI2IQ2Pq/uelCdORePs46naWUr+3AqHXED42AeOgaJ/a5w8aDlZRu7kYR70NQ0YU5olJQZuacduSb1n53httttVUlPPF049z9WNPk5jhnSvg8GkzWfvpBy5j0YlJJA8JTNrryBlp1G4q7nj+Coia498FfCadgcnJw1hf5Nr98NT00X6tT+E95klJVC/Pcy5haEfYiDi0nSzkCiYaDh+jdv1R7NWN6FPMmKeloIsOnfYrFAqFQqFQKBQKRbASnCM3CoUioNRb7Ty3ZB/vrc+j3NLI4HgzN88azFVTe99hwNRPcMbLGorWQ+U+iTEG+s8W6CP8J07405e72wjiAGoabNz93ma+T4kiI963yQBXCK1g6EWCHf/tqGbSGGDI+b6/v1izwScXsma0GsEZo5I4Y1TwrCbe9YaDna+1fHb5yyV7P5Cc+rSGqIHBJ1x5eYVrJ3qHhFd+OuS1KK5/XDj3zB3OMz/sbbNdpxH84fwsn9OzusMUL5j9jIZNzzoo3da0LRFGXScYeKb/68y6XkPxRge2urbbTYkoV9MgIiHSyHNXTuCe9zZTb22ZhcjoF84zl4/vxZZ1jwOLHGz6hzyeuvvIGsn+zyQz/qwhaZI630KN3ZkjfwU8hevVzRHAQuD23Zkj7x2ZvfuZADVjMs70JACLA1THicTJrf4O6OcphBgAfA80W0HdKaV8PZB1KhQnKo4GO8e+z8Wy4Siy3oYuKZyo2f0Jn5DY201DFxdG0q8mUr+7HGuRBW20EdPYeDQG/y0m+/4//2ojiAOnUO7zpx/j5uf+izmme+5qXUFj0GKelkLN8o5abWHQEjHFd4djbaQB80m+9yOFVhA+NoHwsf515vOFyi8PUrOy4Pjruu2l1PxUQMKtY4MyZfGGL13ryB12G5u//YJ5t9/jVbmJGYM5af75bPr68zbbtXo9c2+6A6EJTJ9UF28i/qbRVH1xkMYmF0FtXBjRZw7ENMr/i8N+ddL53PDdP2i0t7UqHxiVyGXDZ/q9PoV36PqZiL14OBWf7GvjhKlLCif24sAINANB9fI8qr7JOf66PrucmlWFxP9iNMaBfrbmVygUCoVCoVAoFIoTDCWKUyhOQG5/ayM/thKFHSy18PCn2ymraeCuub0/aCQ0gpSpgXGEqmmw8elm14YtVrvk3fWHeejskX6vFyDzSkFDJRz4XOKwOreFxcOk+zRE9lfCC3dU7pdtBHHN1JfDxqcczHkueJwOm8kucmGp1oVYV7jn9GGM7R/NO2sPc6SqjuFJkdx48iDGpAfWOSF6sGDOs1pqSyT2OohIc05WBYKYoYI5z2vY9YaDonWg0UL6qYJR1wu/OUaGEja7g6o6K1EmPXpt8LioAMzLSmbVb+by+ZYCiqsbyEqNYl5WcsDbWVrTwJqDZRi0GmYNS8Dk5SR1fblk8/Mtgrhm7A2w/m8O5r+nQROg89wfFFXVk1dRy4C4cJWuluOCuKe7sKsAnt6dOZIACeOGt/r7gNu9fGeoEKKyC/t1L5d6K4QQyYArlUSz6C9ZCNFBBSul3OJtnS5o/jwdQI4fy22DECIRpyCudf7OEErarVCEDtIhKX11B425Lc/FtqO1lL+/B0e9jYjpXl+2/IbQCExZ/TBl+V9sY6msYN/an13GbA0N7PjxB6ZecKnf6wWIPjMDWWfDsuEozfbT2hgjcZeNQKscidxSf6CyjSCuGXtlA5WLDhB/Q1YvtMo9dpuVikL3RrUluTk+lT/n+ltIHzWaHUsXU1NRTmLGEE6afx4JAzJ8KrczjAOiSLxzPLbKeqTVgS7eFDBH+5OShvDW2ffywtavWV2YTZjOwIJBE7lj/AKijOEBqTOYsdtsNNRaCIuIQKMJrjEY88QkwobHUrulGIfFiqF/JGEj+/k1pa4r7FUNNOQcQxg0hA2L9drx1FZaR9W3OR22ywY7FR/tJfneST62NLDkV9RSVFXPwH5mEiLVfUShUCgUCoVCoVAEH0oUp1CcYKw9WNZGENeal5Yf4IYZGUSG6Xu4VT3H0WP1bRyN2pNXXhuwuoVGMP5OQeZVkrKdzrSwCeMJasFFMJDznYtcoU2UbgfLEYk5Jbg+w6SoMHLLXJ9L/hCuzBmRyJwRveOiEZ7QM591zBDByX8IrsH2nsZmd/Dskn28vfYw5ZZGYsL1XDVlAL86Y3hQiePizAZunDGox+r76zfZvLryEI1257U8KkzHH87P4sIJ6Z0c2ZG8ZRLpRvJSVwolWyApMBnMfKKytpHffLydxbuKcEinw+dZWck8dtEYok199x7uiaaUqU9187CndmeOXByAVKqt7UCL3e0khDABIzopq0hKWeQm9p/uNswLbgd+7yF+W9NPe/x5s2j+PMuklK5z/gFCiDRaHN7csUtK2ehiexTwHS0CPDvOlK1PCyF+kFIe6mabFQqFB+qzy9sI4lpz7IfDmCcnB1U6VX9zrKQY6XDfJ606eiRgdQutIPaiYUTNHUBjXjXCpMM4KDrg4pFQp3aT29s59XvKsVusaM3B8wym1ekxRUZRV+36exYR57vYc9jk6QybPN3ncrxBF9Mzi0HGJmTw0ul39EhdwYqtsZGfP3iL7Uu/o8FiITw6hvHzFjD1wsuCShynjTQQOav7/UFvkA5J5RcHsKwtOi4u1ph1xF40DFNWfLfLq91S3GGRVjO2kjoa86sxpEf60uSAUFxdzwMfbWP53hKkBL1WcO64VP58wWjCDWrKSaFQKBQKhUKhUAQPqofSQzgckuX7StiUW0G0Sc+541JPeEePDTnlvPDjAdbnlBNt0nPRhDRunz1EdZwDzMr9pW5jlkY7G3MrmN1LYpueIDkqDJNeS53V9ZxqRj//p05tT1isIK0PZ9v4YH0eb67J5XB5LYMTzNw4YxDnjfPe7cFa4zneWA3mFK+LDwhXThnAX7/JdhtTKLrCgx9v5+NNLQ4PlbVWXvjxAHkVdTx/5YRebFnv8cbqHF5a3tZ461i9jXs/2EpGPzMTBnQv1Zi1Ex10Z9ef3uK2Nzey9lD58dd2h+Sr7UeoqrPy1s1Te7FlvcqddF+IJYA7mo71J62VHJ7aNALY3ElZfwAe9bVBIU7z59nZ//d+oLNccINw7TbX+qL6e8AKPIYz5e7/hBCzpZTuFSwhgnRI6neX0Zhfg8asJ3x8AtoIQ+cH9mFWFe7mv9sXs700lzhjBBcOm84vRp+OQRs84pa+SP2+Crcxh8VKY2ENxgF9N11cdGISGq0Wh911nzQ2JS3gbdBGGzH1UWc46ZBY1h7BsrYIW1UD+uRwImel+5Ri01HvwThUOh2dCCJRHMCY085k3ecfuYyNnTuvh1ujCFW+fPbvHNiw5vjr2qpKVn3wNpaKCk6/+cQUDFYvy8Oyuq142WGxUfZONkl3T0Cf1L1xRUeD2zUfzrin608vIaXkhlfXs+tIi/DWapd8sqmAequdF64OwpVlCoVCoVAoFAqF4oSl7y69DSIqLI1c8MLP3Pjaep5fup8/f7WbGX9dynvrDvd203qNH/cUc8XLa1iaXUx1vY38ijqeW7qfa19ZR6Mt5OebOqW4up7nl+xj4VsbeXTRTnYV+pZOsTsYO1lxb9QFz0rPQGA26rh0kuvVo0adRgmWfOTPX+7igY+3sb2giqo6K5sPV3L3u5t5fsk+r8vsN3T8xh0AACAASURBVNp9zBAFUQO9Ljpg3DxzEAvGdFTqXTd9IBdMCPwklyL0ySm18ImbVM9fbC1kf3F1D7coOHh1pWuzJoeE/63K6XZ5CWPca2yE1vP1p7fYdLiijSCuNSv3l7KjoKqHW9T77M4cGQFc6+Xh1zUd709aP9gFcqXBHCml6OwHpxDMK6SUj7opM7dplz+4ifuT5s8zTggR6AfVJ6SUfwSeADY1bZsF3BvgegOO/VgDR5/dRNmbu6lelkfVlwc58td11G517SB9IvD1wQ3cvPh5VhVmU91YR251Cf/YtIiFP7yII/Q1kJ1ypKac5zZ9wd1LX+av6z7iYKU7U0r/I/Se+6R92SUOIDw6hhHTZ7mMGUwmsmaf3sMt6ltUfLKPys8PYC2yIOtsNB46Rtkbu6hZVeh1mcaB7kWa2mgj2pjgExhOv+QqMsa3E6YIwZQLLmXwSZN7p1GKkOLowf1tBHGt2bbkW6rL3S+67atIh6RmtZtriV1Ss6b7Tp/GjGi3MaHXBKVL3PK9JW0Eca35ZkcROaWWHm6RQqFQKBQKhUKhULhHWXL1AL9ftJNt+W0nKG0OycOfbuekgbEMTwq+zm2gefzrbGyOjt7wG3Mr+GbHEc4f33dFI5sPV3Ddq+uobrXS73+rc/jjeVlcOz0j4PXPH5PCU9/vRbqw5k+OCmNyRvdcdkKRh+ePpLSmga+3t0z8xIbreeqycfSPC+/FloU2eeW1vPqza8HK88v2c/W0gcSZu+9GMmCuIPsdicXFuOPwywRao+9z74dKLfxvVQ5b8yuJjzBy6cR0zsxK9ro8nVbDv64+iZsPV7A0uxitRnD26BRGJJ9413uFd6w9VObyOt3M6gNlDE08sc4nm91Bjpu0xAD7irtv65YwXpAwAUpceHUNPkdg6uf99SWvvJb9JTWkxZj8+qzXmehte0EVo9PcT6z0UbJwOnp5QwQwCljnv+awv9Xfbq1SpZRbcOF+JoSIB05cpVJH9gMTcS7oSgYKXO0kpfx/wP9rv10IcR9OkVtnvCClfKCpLJsQ4hfAekAP/EkI8Y2Ucod3b6H3Kf9oH7aj7a6hNkn5B3swDIxCF4SCjkDikA6e3PApDhc3258Ld/NT/i5O7R+Eymg/sbowmzuWvEidrSWb8Ju7lvHYzOs4f2jgHUfDxyRQs8LlVxldgglDqr+1ysHH6TffQb2lhkObNxzfZo6JZcE9DxAedcLdx/1GY2ENtRuOuoxVLc4hfFISGkP39dXmSUlUryzAcaxjBu7IOel+ST+7r6KQt3b/SHZ5PknhMVw6Yiaz0kZ5XZ7OYODih/5A/q4d5GzbjE6vZ/j0mcSl9kyKSUXoc3jnNrcx6XCQv2sHI2fO7rkGBQGOOhuOGqvbuK24EytyF4SNjEOfHoE1v2N/NmJmGpow76dvKo4UUFFUSExSil+/+576pFLCzsJjZMQHPhOHQqFQKBQKhUKhUHQFJYoLMFW1Vr7Z4XqVmEPC++vz+P/snXd4HMX9/1+fa+q9WLbk3iT33jG2AZtmDDG9OuELhBogJJAKIfALSWghgQAJBAiYXk0AY2OwKe69yL3KRdXq7cr8/tg76066O0l3J50k7+t59Ei3szszt9qd3Zl5z/vzuwsDH+TqjBwpqWZXvm+Hm6W5BSETxeWdrCbvZA19UmLISAh/uFqlFD9/d7OHIE7bDg8t2sGsnG5kJka1aR36pcVy+4wB/OPrvR7bzUbh4XlDMRm79qp8gEizkeeuGcvegkrWHyohIcrCjMFpRJq7tkteW7NsZwFetK4A1NscfLunMKB72xQpzHjKwMa/OTi2CnBARBIMvlwYfGXw1+vq/cUs+M9aj5C6S3bks2BKHx66aGhQeY/uldTqcI46OgBRzYQSPx1DjZuMBrrFR5BfXuc1PSspsOfn1EcMbHlecWiJwl6rOVAOuFgYcn1gk5vltVZ+8e5mvtyRf0rYOL5PEk9fOTokz/iUGP/ClZQAxMddgGBVh6FWmK4DHGgirrOBR0Oc/+nGGuAK599nA6+2QRmbgDvcNyilNovIY8DvgAjgNRGZqJTyPRPaQbGV1lLnK1ylXVG9Pp/4s04vt+RdJUc5VuXddRPg6yNbQiaKsxXXYC+rw5QWjTEu/G20zWHn/m9f8RDEAdiVg9//8AbTs4aSFNm2ojRLzzhiJndvEn5OzAYSLx7QpmV3FCxR0fzogYcoPHSAE/v2EBWfQN9RYzGaTr93vFBSm+v7vla1dur2lxGVndzqfA3RZtJuHkHpx3up21sKCozxFuJm9iR2kk/9e4tZfmQbdyx7AaujYazoy0MbuW3k+dw1Zm5QeWcNGUbWkK4r8tVpOyyR/sdRLVFtO37ZETFEGpFII6rWe8hTY2Lrx57FIKT9ZBiln+6neksh2BSGWDOx0zKJOzMwIVt1eRmf/+MJDm7ecGpb7xGjOe/2e4lJDH6MKiW2mT5pbPjfd3R0dHR0dHR0dHR0dFzoo21tTFFVHVa7b6uXE2W1ISmnIk9RulsRkSykjQSR0EYtstodrNxXTGWdjXG9k0iPD1xgZmhmBW0IFthSXFnHL9/bwrJdBSgFRoNw7tAM/jR/OPGR5uALCJBNR0rZX+jdQt7uUHy86Si3zWj7SYD75gxmbO8k3lxzmPzyWrIz4rlhSh+G9PAdEqSlVOQp9n2kKN2viEoR+l0opI0MdRSt0DAgPZYB6V3fhaC9CMW964vodGHqo0bqyhT15RCTAQZzaAr87UfbPARxLl754SCXjM5kZM/EkJSj07FQdk0EdfBLhbUCUoYKAy8V4rI6Rnt1VnY6sREmKutsTdKizEbOGdotDLUKP9dO7M0TS3Z7T5sUWCxlc7Qw9l5h5G2K+jKITA6ufbnnrU18tbPAY9vagye54eU1fHn39Gbfg5rjrJx0kmMslFQ1dSpJjY1gxuC2jNbZYQk2nnBI4xErpYpEZBUwBThDRFKVUqdffKnQ8SnwhPPvH9E2orgypbz6cz7iLHMoMBp4EPhtG5TfptjL68GP+6i9zLvYuLVY86uwnqjGmGDxGwosUGxWK0e2bcZaX0dWzrCg3LQMzfSXm0tvCbayOk6+u1sT0AAYheiRaSRePCAgp6pQsfL4LgqqvTu81NmtLD64gSuzp7d5PZLmDSCyfyJV6/KxV9ZjyYojdkoPzOnBO3fvOXmMN3cuZ1/pCXrEpnDF4GmMSu8XglqHnrTefUnrHXCUa53GNHfrBnFrm1OjSLtxOPaKehy1NkzJUYgx+LbC7nDw4A8LPQRxLv65+XPm9p9A34TT892/q6PsDqrW5lO9qQBVZyeiXwKx0zIxJYV/US/AwIlT+fqVF7Hbml6bkXHx9B4xJgy1Ci9iNBAzLoPK77y4nQrETAws4oAh2kzy5YNJnDcAR40NY5wlqPbl48cf5diuHR7bDm3ZyMd/fYSrH33Cx1Et54IR3Xnk0x1U1TcdS+udEs3Evq0XH+vo6Ojo6Ojo6Ojo6LQVuiiujemREEVcpKmJM5iLYEPp2WoUax5zcPRbnBMdipgeMPn3BpIGh2Zi/5tdBfzyvS0UVGiTJSaDcPXEXjw4dyjGACZ2MxOjGJ6ZwFYfVutzgghZ6OLGV9ex6Ujpqc92h+J/W49TWWfj1Z9MCDr/QCmr8W8s0Vx6KJmZnc7M7NBOnOevV3z/Gwf2U/NqisNLFcNuFHKu7foOdKc7s3K68dCiHdi92MVFmg2cOSgt6DIiEoSIEM6x7jxR7jfk4qdbjumiuC6IUopVf1TkLW+4Vkv3Kg59qZj+uIGUIeEXxsVEmHj0kmHc+85mj3vKIPDHi4eFVeAdDN/sKuC1lYc4VFxF39QYFkzpy7SBqS0+/tYZ/dlTUMknmxviKRsNwr3nDOKMgcG1MaZIwRTk/NPegsomgjj3tGU7Czh7SHCTmpFmI/+4ajQ3vbbOYxIiLsLEs1ePxmI6LZ+324FKAguhWgnsaHav1vM8mijOiCas+mkblHFaoJTaLSLLgFnAhSIyVSn1fTuVXe8Mo/oD2v/yARFZpJRa3R7lhwpTShSYBGzelXHmjODCWzlqbJS8tZPaXQ1udKb0aFKuycbcLTShs3av/p6l/36OmnKtD2k0mxlz/jzOuOqGgBaEDUrKpFdcGocrvEcqPrv3qKDqqxyKope2eYZRsyuqNxSg7IqUq7KDyj8Yyuu8L9I6lV5f0041gahhqUQNa/l7QEtYcmgT937zb6yOhmfkR3tX8dtJl3NNzoyQlqXT8YgamkL5l4e8pkmUich+wXcmjXGWkLo+bizYx4lq726eCsUXB9Zz66jzQ1aeTsdA2RVFr+6gbnfD/956vIrqjQWk3Twi6GdzKIiOT2DmgltY+tJz4LZ2wGA0MfvmOzCZO2eftGZ7EZWrT2AvrcWcHk3stMxWifkT5vTBVlRD7U43Z0qjkHhhPyJ6BbfY2BBhxBARnHD+2O6dTQRxLo7v3UVe7jaycoJzj4yPNPP0laO5Y+EG6myOU9uTos3846oxIV+sr6Ojo6Ojo6Ojo6OjEwy6KK6NibIYuWZib55fvq9JWlykiSsn9Awq/w1PKY6u8NxWdQxW/NLB+QsNmGOC64QeLKrilv+u9+jg2hyK11YeIjnGwt1nDwoo399ckMMNL6/xyBfgjIGpzA5ysnjV/mIPQZw7y3cXknu8nJzuwTuiBcKIrEQsJgP1jb63i/G9O+9KOuVQrPuruyCugW0vK3rOUsT20AdFujKZiVHcMr0fz33TtL275+xBJEZ3vPAJNV5WtXqke3GQ02kdDodixZ5C9hZU0j0hinOGdAu7aOfEKjwEcS5sNbDp7w7O+mdgg9B1Njs7jpUTaTaG5Dkzb1Qmg7rF8fqqQxwoqqJ3SgzXTOzFsMzAJvNyj5ez6UgpSdEWZmanEWFqX5eaf63Yz6Of5Z76vK+wiqW5BTw4dwg/ntoyhxST0cAzV43m1hn9WbG7kAiTgXOHde8QIdJBE9o2lx6sKA5gyoBUvr1/Fu+vz+NQSRV9UmKYPyaLpNMzdCo5O3Mrc7Nz/gvcGsDhr+XszPWtjg6chcC9wCjgFhH5Uin1QQuPPbMN6tPZeQBYhRaS9lURmayU8q5mckNELMDkYApWSq0RkaeA+9CEca+JyGilVHUzh3YYjDFmYsZ2o2r1iSZphhgz0WOCWyhT8s4uD0EcgK2gmqKXt5Pxi3FIkM/9goP7+d/f/oLD3vBeZrdaWfvxe8QmJjHm/HmtzlNEeGDCpdy17AVsyrNvdk7vUUzuHpxorTa3xFMQ50bNlkJsc/pgSg7Ps2tUej8MIji8miPCmA7qqNYS6u1Wfv/9Gx6CONCERY+teZ85fcaQGhWesQCd9sHcLYaYSd2pWnW8SVrCeX0Qc/hcGn1RY/e/OLLG3tQdWKd1KIeidmcJtqIaTCmRRGanhMTlLxhqthR6COJcOKptlH52gLSfBCZactTbsZ6owhBhDIkwfeQ559Gtb382L/2C8sITJGf2ZNTsC0jJCizsen1eBfXHKjHGWogcnIQY23dsoGzxQSq+PnLqs62ghprtxSRdOoiYsS3rp4nZQOqCodQfqaBufyliMRI1LLVDhEgHKDp80G964eGDQYviAM4Z0o1vfzmT9zbkcay0hoHpcVwyJrPTLuDT0dHR0dHR0dHR0em66KK4duC+2YOoqrPx1trDp0Kp9k6J5snLR5EeF/hAeG2J4vAy7wPZ9eVw6EvFgEuCG+R5Y/WhJsI1F6+tPMTtMwdgDmAAY1K/FD64bQovrtjPuoMniY8y86PRmVw/pTemIAdEtvlwoHNPD5coLjnGwnWTevPSdweapA3LjGdWiJ3b2pPi7VCd7yNRwZFlipxrdVFcV+eX52YzOEMT8RwpqaFfWgwLpvRhdggcINuCIT3iSYmxUOwlDCHAtAHBu9t1ZJbuyOettUcoqKglJyOeBVP7hLR9zDtZzY//s9bDjS8tLoJ/XT+OUWF04Mtb4TuGXMlOqM5XRHdrXXv1yvcHeGbZ3lMhLQemx/LIxcOY2C8lqLrmdI/n0UuGB5VHVZ2Nu97c6OFglhJj4ekrRwXtrtZSiivr+OviXV7T/vzFTn40OouE6JYPnud0jw/bs9wfGc2Elw8m/HxjkmMs3DS98woX2oBn0dzYWnPzKuC5tqiMUsouItegCbnigHdF5BHgEaWU19lvEclAC895S6M6djiUUn3auby1IvIg8EegP7BRRK5VSn3j6xgRmQk8DrjH9gr0fP4emAcMBAYBfwHuCDCvsJA4tz/K6qB6UwE4u3em9GiSrxyMITLwYYEmTilu2MvqqNlaRPTo4Po4G7/41EMQ5876zz4JSBQHMKvXCN644D5e3raUrYUHSYqM5UcDJ3PF4DOCdjipP+onKrMC6/HKsIniMmNTmNd/Eh/uXdkkbULGIMZlDAxDrULD98d2crLOu87Z6rDx5cGNXJ2j6467Oonz+mPJiqVq9QnsZXWYMmKIm5ZJ5KCkcFfNK6PT+hJtiqDa5j2U9ZQeOe1co/aleksh1evzsVdZsWTGEjs1MyRhlF1YC6spemU79uLaU9uMiRGkLhgaVje26q1FPtPq9pzEUWtr9fO5/OsjVCzPQzmjlZi7x5D0o4FYegYXpSRjwCAyBgS2KNqFo9pK8eu51O1vGLM1xFtIuTq7TUKue8NWXEPFN0eaJigo/XQ/0SNSWyWctfSMC/rctgUxSf4XXMcmBzdG4U56fCS3zRgQsvx0dHR0dHR0dHR0dHTaAl0U1w6YjAb+ePEw7jxrAFvzykiIMjO2d1LQA+2VR0H5MTEq9x4xolX4CytYUlVPcWV9wO4sQ3sk8LcrRwdaNZ+kxUUEld7W/Pr8HGIsRl5deYiyGitmo3DusO48fNFQDAGEo+0o2JqJstNceqB8u6eQt9Y4RT3d47lhSh/6pwUSPa112Ou00LDHVyvEKGRNh8zpgiHMq407AvNGZTJvVGa4q9EiIkxG7jprIA9+sr1J2qieiZwTAkenjspjn+/0cDHdklfGhxuP8tw1Y0LiZAVw+xsbmjxHCivq+L9X1/Ld/bOIDJNTQ3NmC82YNTTh/fV5PLTIMzzJnoJKfvzKWv531xn0TQ1v6JuHPtneJKRncVU9N7+2nm9+MYNuIRRq+eKr3ALq7d5F9rVWB8t25XPJ6Kw2r0dbM65PMgPTY72+P8VHmrhgePcw1Or0IGdn7vbc7JyfA0+24rCf5+zMbfoACBFKqR0iMhtYBKSiCatuE5GFaGK5w4AF6AtcCJwHuN+Q/waebqv6dTaUUo+ISATwWyAT+FpE1gNvAbuAAiANGA5cBrh3NIqBu5VSAfWQlFI1InIjsBxNeHmbiHyklFoa8BdqZ8RkIPnywcTP6YP1WCWGGHPQIb5AExv4kxpafbiltYbiPN//tvLCfKy1tZgjA3uWjUzry99m3hRo1XzSnFuMIcxuMn+YcjWJETG8s/s7qqy1WIwmLuw3nl9PuCys9QqWGqt3UZELX6KjoMvdUUzV+nwcVVYsWXHETunRLqJHR52d6g351O4pRcwGokekEpmTgnTicYVQICLEjMsgZlzHXJjVmFhLFP83fDbPbFzUJG1Kj2wmdR8chlq1Dyc/3OPhYmrNq6R6QwEpC4YS2T/4RVRKKYpf2+EhiAOwl9ZR9NoOMu4bF777xUffCAAFyscCZV9UfHeU8sUHPbZZj1dR+NI2Mu4dgzE+vGOhJe/t8RDEATjK6yl6ZQfd7x+PIartpyhqthf7fGdRNTZq95YSlRM6wVi46DtqLLEpqVQWNxVexiQl02/0+DDUSkdHR0dHR0dHR0dHJ3zoorh2JD0ukrNyQjcwGpWGNiXjo0MfHQJNQ/eEKJ9pMRYjia1wdWkv5gzNIDHaTGl1U1VDj4TIoF1xjpfVUFZjpW9qTECh54wG4d7Zg7lt5gCOldaQEhPRKnecjkryEDBGgr3We3r6mNAPND755S6eWbb31Oe1B0/y9tojvHTDeKYNTA15eS7qKxXL73VQuse1RZH3DWRMUEx9xIDB3LEmIUqq6lm2swCHUswYlBZSp6KuwA1T+hAbYeKfy/ext6CSuAgTPxqTyX1zBmPsohNKewsqvIb1rrc7+N3H25iZnR70d9+SV8rmPO/OnUWV9Xy+7XjYRFAZ4+HIMu9psZnaT2t47pu9XrdX19t59YeDPHTR0FbWMHSUVtfz8aZjXtNqrHbeWXuEO89qe0cYX4I4F1ZbhzTDCohnrxnD9S+t4UR5wwMxNsLEP68dS0yE/urdluTszH0qNzsH4An8O8YpNEHcU21dJ6XUKhEZ5qzTVWjiuLucP75YDDyqlPq2revX2VBK/U5EVgBPAUOBsc4fX5SjiQv/rJQq8LNfS8r+VkSeA25Hu77+IyLDlVKlweTb3pgSIjAlhG5i3Jjo/73SmBh8WXGp6Rzf491tNCo+AVNEeCf6vRE9Mo2yzw6grE2ff6Zu0UELEo9WFlNlraVvQgZmQ+v7pBajifsnzOeuMXM5UXWS1Kh44iy++/6dhbEZAzCJoUlIXBcT20BcVPrJPip/aHjXqj9YTtXaE6T+ZBgRvdvO1dZeWU/hC1uwFTasPqvZXEjU8FSSr8rucMI4e3k9tbtLQITIwUkYYztGmMGOwm2jzic5MpaXty3lcEUhCZZo5g+awl2j54a7am1G3aFyr2G9ldVB6cf7yLjX3+O9hWXsLfW4R9yxl9RSu6skbCKoiIFJTUKPuzBnxrbqHlEOReWKPO9ptTYqVx0nYXafQKoZEmyltdTmFntNU7U2qjcWEDulR5vXQzma6XPau0af1GA0Mu/eX/PBYw9RU1F+antkbBwX3ftrjCa9T6qjo6Ojo6Ojo6Ojc3oRXJxKnbASkyFkTPCeZrBAnznBD4JePaEXvgztfjQmK2wuP/6INBt59uoxxFg865YQZebZa8YELPTYX1jJVS+uYvKflnHu098y+U/LeMGLqKQ19eyXFtslBHEAllhh0GXez23qCEgf4zUpYPYWVHoI4lzU2Rz86sMtOJob7AqC3P8qN0FcAyfWwP5PO9Yg2vPL9zHpT19x37ub+eV7W5jy2DL+8sXOcFerwzF/bBZL7z2T3IfPZdODs/nDvGHERXaNe9Mbn2457jPteFkt6w95H5xvDUdK/NtDNpfelvScJSR604EJDLtRWuXkWl1vY19hlc/0rc2E9G5r8k7W+BWkHSj2XfdQcuagNHw9fk0GYfqgrhOqeFC3OL75xQyeuGwkPz2zP3+cN5TvH5jF1AFtJ9bWacApdBuOFha1sWVfpXP78PYQxLlQSuUrpa5FC735G+Ar4DhQD1QDB4ElwAPAEKXUubogzjdKqSVo/+PZwD+BjUAZYAdKgB3Af4HrgZ5KqZ8HK4hz4wG0/xdAFvCPEOXbabF0j8HSy3voMIk0Ej0y+PZ95Nnn+UwbcdacoB3Y2wJDtJnkK7PB5DnkYogzk3JVdsD57izJ48pP/8pZ7/6Wiz56hFnv/IaFucsDzi/KZKFvQrcuIYgD6BadyOWDz/CaNrPncIan9g5peXWHyz0EcS5UnZ3Sj7wvmggVZV8c9Cr2qdlaRPXmwjYtu7WULT7I8T+v4eR7ezj57m6OP7aGcm8hDE9zrsyezpeXPsyGa59m5dV/5Zfj5xNp6rriwZotvq9TW0E11hPB91NsJ32s2nRiL/Gf3pbEjO+GKc1L22uAhDl9WpWXo6Iee7lvO3TrUd9RQNoDW3GtX1dZW1H7jA34C6EsZgMR/donjGt7kDFgEDf942Vm33IX4+ddyjk338FNz75Mj0GBv4PodDxE5KCIKLef+a04NqfRsa+EsF4L3PKd5GOfLBFp0olw+05fhKo+znwfcqtT57CS1fGKiDzW6Np9t5XHb3Y7NqQvAiIS6Za3V9d/ETGLSJO4042+V/B2uQ35Zrvle3eo8tXxjYi85TzfrVpA2eh/pUTE2pprQUTuaXT8la2vvd/8m/1eIpLjZVubXYMissqZ76ZG2891K/PiEJbX7D3eiryanKuOjIg83ej6+m8rj9/ldmxIFxeLSKJb3o/52MciIv29bHf/XiFzkxGRUW75/rRR2kfO7U1XiAVX5t1uZQb80i8aIV9RGqr6BYO+NKiTM/6XBr59wOEh0DFFwcTfGYhMDn5yYHhWAg/PG8bDi7ZjdVsxN21AKr86v+N2pKcOSOW7+2fx/oY8jpRU0z89lotHZxIfoMilrNrKVf9aRX55Q7iVkqp6/vT5Tgwi3DS9X6iq3ioqjyryVigcVsiYKCQPDu+E0LCfGLDEOdj9nqKmAEzR0Hu2MOLm1olMWsKnW7w7H4Emttl4pJSxvX0PeAXDoSW+R/MOfakYcEnr8yysqOP55fv4YtsJbA4HMwenc9uMAfRKiQ64nkt25PPY554COJtD8dw3++iXFsulYzt/qMJQE2XpeELftqC+mVAsdTY/sblbSL80/yFDm0tvS4wW4cwnDWz/j+LQlwprFaQMgZxrDHSf3Lq2KsJkJDbCRGWdzWt6Skx4J7IyE6MwG8XjGe5O7+T2+T/0TI7mukm9eXVl0xB4C6b0CTgUe0cl0mxkvt7Ghg1nSNTbc7Nz7geGAHFABbAjZ2duSGYFlVKvAK+08pj9wP9z/gRa7kPAQ6085iD+nfPCjlJqRiv3V2hCwiVBltuq86KUqkQLd6vjRvJV2RS9vM1DoCNRJlKuzcEQGfyQQ69hIzjj6gV899ZrKEfDO0z/cZOYNP+qoPNvK6KGptD9/vFUb8jHVlqHOSOG6FHpGCICe9/Mry7lhi+epqyuQShSWFPGw6veIsJoZv6gKaGqequwFlQ7Q9IpInNSsHQPb9j43066nPToBN7I/YbCmnLiLVFcOmgqPxt9UcjLqvEjPrMer8JaUI05PfD+nC+UQ/ktu3pjATGj01udb3WBYudCxbEftPfGHlOE7GuE6LTAHyFV6/Op+LqRAM6mXAukNwAAIABJREFUKP/iIOa0KKKG6osGGhNt7njul22BasaVy5vTZmsxp/q//0xpob8/W4ohwkTaLSMoX3KI6k2FqHo7EX0TiJvVi8gBrZsLl0gTGMWn05khzM6MpuRIv5FOjCnt0xe09IglelQa1Zuatp9xM3pi6CKLll2YIyMZPmt2uKuh075cDLzfwn1bLKALJSJiQHPefhQYgdZP19EJhnNFJEIpVdfcjk4x2oh2qJOv8icBLwILAa/CDR0dN0zABcAbLdw/LO06gIgkAX8GpqGNw+r4QESigN8BdwBtZy3f9lwgIiallPdJMTdEi6AyqB3q5Kv8acALwL+AoMSMXR3n/+pFYA3Q5YTUuiiukxOZLJz9goH8tXByjyIyEbJmCOaY0M17XTepN+cOzeB/W45RWWdjUr8UxvVJDln+bUVSjIX/OyM0YrV31x/xEMS588KK/SyY2gezsX2NF7e95CD3DXVqUGn7fxRZZ8LE3xowmMI37znoMgMD5yvqK8AcTZuFEq2x+hft1NQHL+rxhdXPgmV/ab4orqxj/j9/4HBJ9altb609wuLtJ/jgtqn0TQ1sYunVHw76THvlhwO6KK6TYrM7+HJHPhsPnyQx2sLFozPJTGydu8e0gak89413p8vYCBNjegUvKM3pHs+kfsms2l/SJK1HQiSzh4R3YaYlVhh9pzD6TlBKBSzcNRqE+WMyvYq9AC4b1zOYagZNUoyFuSN68MHGo03SIkwGLh/ffu3AQxcNpW9qDK+tOsSh4mr6psZww5Q+XDcptK4tOjounAK4NeGuh45OV8eUFEm3e8ZSu6sE64kqjPERRA1PxRDCxQYT5l1KzrQZ7F71Pbb6OnoPH0XGgLCNqbUYY5yFuDND8y7w9q5vPQRx7ry45Qt+NHByu7vmnfx4L1UrGxyIy788RPTYbiTNHxi28J0GMfDTkedx0/A5lNdXE2uJCijEbEtoTrSj2qpPald+y1Y1zY5LN6G6QPHV7Q5qixq27ftYcfR7xVnPGQIWxlWu9L2YrXLlcV0U10lRNgc124qoP1qJMdZC9Oh0jPGtE15FDkikapV3B3NDrBlzCAS2Ef0SMHePwXq8adtpSo8mYmDIjFgCwhhrIemSgSRdMjCoPqkhwkj08FSvYi+AmLHdgqlm0JiSIonMTqY2t+nYgEQYAxLxBkrS5YMxd4+hcvUJ7KW1mNNjiJ2WScy48J4jHZ0Q0eIJauBHbV4b71wNPBOmsnW6JrHA2cD/WrBvuK57RCQC+B49eptO67iYFojinA6Yk9u+Oj75O3ANsCuMdegs/Ab4FdCskLeDkwSciRYNpTnC2fbGAyvo4IvFOxDfACl00fkUXRTXBRDRwqhmTGi7ezotLoIFU09fU4SNh327eRZV1nGkpJp+abHtVp9j3ytyX2+6xDJvOST0Vwy5LrztuxiEiDaOOjClfyovLN/vNS02wsSoXm03uJk6HArW+0gb0fpz//L3BzwEcS5OVlt55qs9PHXFqFbnCXCgyLdC72BR0/I6EwXltXyy+RjltTYm9Elm6oCUDhk6K9QUVNRy7b9Xszu/wejoySW7+eO8YVw9sVeL85nSP5UzBqby7Z6iJmm3zuhPTERoXg/+ftUYbn19PevcwrH2S43h+evGYjG1fgygpKqeV74/wJJcLQreOUO68eMpfUgK0o0t2GvnvjmD2XK0rMmzYsGUPpwzJPyD63+YN5TCyjqP/3d8pIm/XTma7gntFy5NRFgwte9p/T6ho6Oj01URgxCVk0JUTkqblRGXksrYC+a1Wf4dnU0FB3ymHaoopKS2gpSo9ltoXLU+30MQ56J6fT6WzFhip/Rot7p4w2gwkBTZtn30iP6JVK3xHvHCEGvGnNE2rnliNmDOisWa59381NK39Z3xnQuVhyDORW0R7HpTMfquwN6X/YVF9Bb+tTNhK62lZkuR5vDVL7FLhV70h62klsKXtmIvbog4VvblQZIvG0T0qJaLmyKHpGDpFUf94aYmQfFn90YC6C96I+WGIRT/N9cjhKg5I4aU63IC6gfWFCv2vKc4vlphMEHWdGHAJcEvTg62T5pwYT+sJ5qGnY2b1bNDXJtJlw6i+LUd1B8qP7XNEGMm5ZrsdnVoE4MQd2bPkAnWdXQ6CIVAGi2coBaRPsBowOH8ac85Qr9lKaX6tFM9dLoGrmv/YloniqsH2ttGVfAjiFNKPQA80H7V0WkrlFJXAsGGLnVd2y11QrwY7foKx7UNftp2pdRO2lmQpJT6or3LbAVdQZfj3va2RhQXjuvTgJ9rQSl1N+3siKaUCllI3zagza5PpdTThNmpryvcfDo6bU6inwEag0B8VPta7O9b5HtV+P5PFUOua8fKhInpA1OZ2DeZ1QearjS9ZXo/YkMk6vHGkGsNFG5yoBot/DdFweDLW/+utXRHgc+0JTvyW52fi94p0Rwt9T7R0Cs5fGFCguXNNYf5/cfbPMJBju2dxMsLxpPQzvdie/ObD7d5COIA7A7Fbz/ayoS+yQxIb/nE37+uH8ffvtrD22uPUFJVT/+0GG6e3o8rxrdcXNccaXERvHfrFDYfKWVPQSU9EiOZ3C8wAWOR01HxUHGDoDP3eDmLNh/jvZ9OJiU2fGGG4iLNvPfTKSzNzee7PUVEWYzMHdGD4Vnhn3wArX7/vXEiW/JK2XSklMRoC+fkdDttwgXr6Ojo6Oh0BRIjfAusLEYT0eb2DUVetdq7wxNA1ZrjYRfFtQdRw1IwZ8Z6iG1cxM/qFTJRjzfiZ/Wi+L87moQjNESbAjr3rpCp3jj6vWL0Xa3OEgBTSpTX86Olte81G0oqVuRR9sUBTUoAwGEiBiSScv2QkLpkdkRK3t3tIYgDwK4oeXc3lr4JmBJa1i8Tg5B64zDKvzxE1foCVK0Nc0YMcTOyWiWuaw5TYiTd7hxN3aFybEU1mJIjiQhAOApQna9YdoeDGjcBaekexZGvFTOfMYQ0akdrMcZaSL9zFDXbiqk7UKa5x41ObzNxbmsxxphJv3UkdYfKsR6txBBnJionpU3bSR2d04iNaOHqsmjZBLVrcvpbYBz6HKFO5+UT4EZgrogYlFI+J81EJBOYgPb2/BVwXvtUUUcnIFzXdkudEF3t+hK0kKs6Om2J6/qcB9zpb0cR6QeMBOzA18CcNq+djo4P9BdeHZ0WMH9sFm+sPuw17cxBaaS2sxij2reGiprC4EIBdhZEhJcXjOfxL3fx3vo8Kmpt9EqO5qYz+nLd5D5tWnbaKGHqowa2vuigzGlWlzocRt5qIK5XaM97MLldP7kPP+wr9pp2w5TOGa5w54lyfvPhVhyN5mzWHzrJw4t28MTlI8NTMT8UV9bx/PJ9fLb1BPV2B9MHpnHbzP70b6W7ZGFFHV/lehdJOhS8u+4Ivzo/p8X5RZqN3H9uNvefm029zRGQc1tLGdkzkZE9g3NvfP6bfR6COBcHiqp4ccX+Vn33tsBoEOYMzWDO0PCGhfXHiKxERmSFN0SQjo6Ojo6OTmBcMmASnx1Y5zVtTu8xRJnad8Gtvcz3YnVbaX071iR8iNFA2o3DKFt8kOqNBah6B6a0KOJm9GzzcIVRQ1JIvjqH8i8PnnJci+ifQOLc/pgSQzs+EczQQuzk7px8b4/XtJjJnVM4WXewjLLPmjo31u0tpXzxQRLn9g9DrfxjL6+j/Osj1O4oRimIyk4mbkZPTMmtEyZai2qoP1DmoxBF9YZ84me2fJGVIcJE4tz+JM7tj7I52lQgFdE7nojewblpbn9VeQjiXJTth70fKnKuDXPUBqOB6JFpRI9MC2s9/BGK/4OOjk4TFPARcActmKCmQTzxPpooTkens/IhmjCjG1royO/97HsJ2lTLD8Cxtq+ajk5QbAP2AgNoxglRRJKAGc6P76OL4nTaHlfb21NExiqlfMRVAxreOZYDXnpSOjrth74cS0enBYzplcRdswY02d4zOYo/Xjys3euT0Nf3QFt8n+DDLnQWYiJMPDh3KBt/dw5bH5rN8l/MaHNBnIvuE4XZLxm54B0Dc983MPMZI8k5gZ13f+EVgwm9eO6wDH5+ziDMxoZ6GQ0Scjew9uStNUeaCOJcLNpyjIpaa/tWqBnKqq1c9vxK/vXtAY6W1lBYUcf7G/K45Nnv2Z3fNEyMP4oq63x+d4D88lrfic3QloK4UPH5Nu+hqQA+2+bbqURHR0dHR0dHpytwRtZQrs2Z0WR7/4QM7p8wv93rY+rm233InNF5XalbiyHaTNIlA+nx4BR6PDSZjJ+Pa3NBnIvo4alk/HwcGQ9MoPtvJ5J204iAXaF6TPXdl+0xJfDxhZhxGcSemeU5+mgU4s/uRfTw1IDzDSdVq333S6rW5aPsvp39w4G9vJ6CZzdTtfI49rJ6HOX1VK05QcFzm7CVtK4P6Sj3L3i1N5Puj87gGJa3wneH3F+ajo7O6Utudk5sbnbOxNzsnLOdv9sqtvuHzt89RWSsr51EJANNPKSAD3zss0BElPNnkp+8Djr3+aK5yonIDBFRwH/cNh9wHv9KIHkGg4hki8grInJEROqcvxf6O3dux84VkQ9E5Jjz2AIRWSwi14uI34eZiPQQkYdF5AcRyReRehEpFZHtIvJ3ERnQaP/uImJ3npMnm8n7Frf/20gRedH5t11EujdzrOt/8Vpz3785ROQKt3pc1My+bzr3KxCRQAxcVgKuFeTNhaNzF4P6qk+kW919hngTkcfc9mt29bGInADcw/n8yXlsrds+rcozUEQkWkR+KyJbRKRKRIpF5FsRuUGamVQUkQEi8g8R2eU8tlxENonIIyLi98VeRMwi8hMR+UhEDotItfPnsIi85+1aEZGvnecjz1/dRCRFRKzOff8kIrPczuXPmqmX67yXiUhIbKxF5C1nnqVBZuVq1+c207bMBczAVsD7aqQW1svZNrrOXbMhJV3nD7jCuWmw2/FXBpJnKBCRc93K9No2iMgE5zk57myLD4vICyLSU0T6uB3v7zloEpE7RWSNiFQ42/O1IvIzETE32venznN1v3NThFsZQYdOdt7DrvxmN7Pvh273ViCdsOXASeffoWh7E93q/pif/Z5226/Z+9V5rZ902/RU43ugtXmGAmc7qJzPBm/pZhG5TURWOq+rShFZ59xmcGu3NjVTTl/R3gUOiUitiBx1trdTvOy7yXl9uizVf+Z2XkLyTBKRu93yzA5Fnq1Fd4rT0Wkh984ezNlDuvHBhqOU1VgZ2zuJS0ZnEtOGYTp9MXC+kPeNwpsh9KBLTw9BnDsmo4E4Y3gGUKPTgj/fP5nWl0VbjjVxwUqOsXDXWQODyvvOswZy5YRefJWbj10pZg5Op0diVFB5hpPjZd7DwQLU2xwUV9YTF9lxQqi+tvIg+4uqmmwvr7Xx9NLdPHdNs2Mtp+idEk1shInKOpvX9CE9uvZqa6ufySWrTZ+A0NHR0dEJL0qpV4BXwlwNnS7Obyddwfl9x7Fo/xqqrXVM6D6IC/qOI7KdXeIA4qZlUrfnZJPwna600w0xCmIMzxBbKJzhsq8Wjn3X1AUrKhWyrwquz5t4Xl9ip/SgdmcJIkJkTjLGuPa/ZkOFP5dEVWfHUWvHGNNxBF4VK/K81tlRaaXi6yMkzW/5mIMpPQqMAnbv/S9Lj7bSenQMlPeuOAAOP2k6OjqnH7nZOUOB24Hr0MLfuajMzc75L/Bszs7c7SEscgVQAiSjTVD7cm25GE2qvkopddSPzqQrcyXwZ8D9ZSQLuAq4VESuU0q93fggEYkG3qCpACANmO38+amIXKyUahLnR0SuAf4NNJ50T3D+DAFuEpH5Sqn/ASiljovI18BZzrr9XCnlaxDUJUrZoZTaLCJvADeh/b8vA57xdpCITAb6OD++4SPv1vAJUAHEOcv9xEe5UWhiHoB3lfL3lPWJA/gYuBnNJfEXPspKAaY7P36Adq5PR3oBmwD3l79oYJrz5zy0+6MJIvJT4G943jeghUUcCdwuIpcrpZZ4ObYv8AUwyEvWPZ0/80XkJaXU/7mlvYHmgJYJTMG3E+B8GrQOC4HtwFHncVc46+3tOwkN3/cDpVTgjgNtw4do13RzTojNio50PBGRm4Dn8Vy61ROtLbkSuK0F2SQB3wETG20f5/yZLyLnKKV8dx5DywfAP4EotLb3S287iUgccK7z49v+wk77wQYsAq5Heyb+zkdZ3YFJaKNGH6Ldxzp+EJFYtHM7o1HSWOfPJWhtXHNcAPwR7Xpw0QOtvbxYRH6qlPp30BXuZHScURodnU7AiKxEHrpoKE9dMYprJ/UOiyAOIGWIMOHXgiWhYZsxEob+ROh7vn5bdzaSYyy8f+sUbp7ej57JUXRPiOTqib34+Pap9EkNbKW/O2lxEVw5oRfXTOzdqQVxAIO7xflMi480kZHQLmL+FrPUR7hTgKU7CvA9jtGUaIuJayZ5d/hLjrFw2diera5fZ2Lm4HTfadm+03R0dHR0dHR0uhJjuvXnwclX8efpC5g/cEpYBHEAkYOSSLxkABLZ0CeWCCMJF/YjaljndAA7nYlOE2Y9Z2DAJUJ0N4juBgMuEc56zkBUCBaCmRIiiJ3YnZgJGZ1aEAf4deMzxlswRHWs9ce1ucU+02p2+E7zhjHW4tMJ0RhvIaoDh+0MBRmNp7zc6D7xtBSW6OjoeCE3O+ceNMeeW/EUxOH8fCuw1blfSHAKihY5P/pzbQmXeGIdMBp40G3bBc5tv2/nujwFWIHHgFnA+WhiNdDcll5wiqga8w7auVU0iOMmABcBrzu3Twb+JyIeLzsiMh54DU0QdwC4GzgbTYh0HfCNc9cI4N/i6Zq20Pm7J03FF678u9Eg+nLtvwI47Pzbq9DJyVXO3/nAUj/7tQilVA1aOF+Ai0TE1+qNCwDXS9VCH/u0BJeb1kARGepjn3mAEVivlDoYRFmBchae/7tn0K79Ce1cj3vQBHGfogkrpju3uVyTrhCRaxsfJCLXoYltLMBmNLHlJDTRxu/RBLmJwCIRGdPoWBNa6M9BQB2aQO1C5/GXAH8HXFbDN4rI2W6Hv+eWdpmf73W58/c2pdRWp8jnTee2SSLS28dxkwFXWigEoaFmFeAKj+PL7SwGTZAL4RHF/Q3tWl7s/HzQ+Xk0mhCywyEic4EX0PQx+cBdaNfCRWjXajzwcguyuh7tvv4OrR2diiaqO+pMPwNPoe67aOfF5ZhaT8O5akl5flFKVaDd2wCXiG/3zXk0iLND0fYOE5H+PvY5FbZaKRWOUE9n0PBsBHgc7XyfEYa6tJS3aBDELUa79ycDd6CF/j4b7T2yOR5Hu8afAs4B5qC1twrtefiMiLhPKF+Bdm4qnZ8X0nB9ti7kWQcm5CM1zpP4Y7SHWhJajOCVwJtKqQMtzOMctEZJKaV83Uw6Oqc1vc4ykHmGonATOKyQOhIssfogXGclNTaCX5+fw6/Pzwl3VTo0V03sxUvfHaCq3t4k7brJvYk0G8NQq8Bp7YrMX8weTJ3VwcI1h6m3aYs4sjPiePyykSTFdO7Jpea4bWZ/Fu84QWm1Z4jcpGgzt56pvyro6Ojo6DSg90l1dNqH2AndiR6VTt3+MlCKiH6JGCI61/u4TgPRacLou4TRd4W7Jh2bmMndqVxzHLy4VcdOzUQMnWhcJoCqJl7UHxRUbcg/5Rhnzool+fLBGCxd+/4feoOB/HUObJ4m/0SmwsDTMGqDjo5OU5xCN79hLp0I8GRudg45O3OfClHxHwE34JygVkrt8yhQJImGidZ2FU8opSqBTSIyym3zjjAJlKqB6UqpDW7bPheRQuBXaK5tFwKvuhKdoqAL0CaTr/LiJLdIRJY4jxkH3Ak84Zb+O7TJ6SJgmlLqmFva98DrIrIQTViRgdaP/c6Z/j7wHJpg7jI0oUxj5qNNcoNT5KCUUs48H0ATBvVSSh12P0hEjDQIit5RSjUdcA+MN9DEfvFogp1FXvZxlXsQ+CGIspYB5c6yLsa7g05YnbSUUtsbheU7rpTyG/auDXlIKfUHt8/fisg3wAa0dukaNJEnACKSDDzr/PgOcE0jV7/looXdXYV27T6Pp9jvcsA14XWzUqpxiN6PROQrGoSUF+MUZyqlSkXkM+e2+SJyT2OnRBFJp6Fdcxf4vA7c5/xOlwN/9XIuXILQE2jXUYfCeQ9/AtyCbyfE89CcoHYrpbaJyLR2ruNx4LhbOMq6MF7bzeIULD+Jdl0cBSYrpY647bJIRB4Hft7CLF8GbnJzW/vBec3uRBPBXwM8AqCUKgaKRcTlJKra4Fy9gfacSAFmAk2cG2loe3cppXy5yraEL9HCQkeh3aNPeNkn3G3v1kahP4928OvzfLR3DYAXlVK3uCWvEpH30d4NWjJGbQXOUUp967btSxHJQ3PLjUL7//wNQCm1y1kH13tAYUc+V4ESUkspEbkH2IW24mMO2sPvfDSLvp0i8ozTFrc5otEse/uEsn46Ol0No0XImCD0mCqdWhBnrVYc+J+DHa86OPqtwuEjFIeOTveEKF5eMJ5MN8c7s1G4blJv7jnbmwN3eDlniPdV9M2l+cJkNPDQRUNZ9auzeP3GiXx65zS+uHs6wzITmj+4k9M7JYYPbp3CvFE9iDIbibYYmTeqBx/cNpVeKdHhrl6Xp9Jay5JDm1h8cAPlddXNH9BFqLPZeX99Hre/sYE7Fm7gk83HsPkJ5RsuircrVv7BweIFdlb80k7eCv05qnP6ovdJdXTaF4PFSFR2MlE5KZ1aEOeosVG5+jjlSw9Rs7ME5dCfpTreMadFk3LdEIzxbouSTELs9Cxip3e80MGRQ7yZ3WhE+UnzhZgMJM0fSPcHJpB64zC63T2GbneMxpze9ftkCf2Emc8YyJwOBguYoqHPucKsvxuISum8Y3KdBUe1leqtRdRsK8JRd/rEq1VWO1VrTlD8+g6K39pJzbaiDvmMqt1XStF/d3DiyfUUvbKdml0l4a5Su+MMmeptUtgfTziPCwWL0QRf4N1V6CI0J7SNLV0o1EV5ppEgzsWLbn83Dq/5M+fvj7yFVgVwin2+cn485eIiIga0sLalwCuNBHHuuOd76oVCKVWG5l4EcKmPY12hU1c1+t+6xE0uYVBjZqKFZoTQOmUtBVzCjyYOX053K9fE/1t+QsI2i1KqHvjM+bHJde8MFehyHzvdw0vuwynQcccpfFjj/Nj42v8JWijcauAWb2FulVKHaAifOF5Exrkl9wPy0MSP//VWKaXUx2jiGnC79p24hG5ZaG5JjXEJQhUN7nAopTYD25wfr2h8kFMQ6ro23wowhGR70JwT4nzn79P92m4pc4ABzr9/3kgQ5+IBtDHF5qgA7m587SiljtLQZg/y49jWFnwOnHT+7a3tTUA7B+B2vwSCUqqaBodAb21vCnCm8+MHwZR1GnG78/dxNEdZD5RSJ2iZSxzAS40EcS7+hdZewmkYSjxkN6OIPAA86vroZRcz2j90pohc3Hilik7XZU9+BRsPl5IYbWbG4HQsJj28Z2ckf73i+CqFwQiZZwgpQ0Mz4Je/XrHyQQfWKtcWRWwWTP+LgZju+qBiuCmtrmfD4ZNEW0yM75OMsQOsep/YL4VvfzmTNQdLKK+xMqpXIulxHStsqovrJvfhw41H2VdY5bE9IcrMPecMDDjf5BgL0waefmGp+qXF8rcrR4e7Gqcdb+R+wxPrPqLaVgdAlMnCbSPP56YRc5o5sv2oqLXy+dYTFFfVMzIrgSkDgr8/qupsXPvSajYeLj217dMtx3mrfwovLxgftDNlrdXON7sKKK+1Ma53Ev3SGkdVaRmHlzpY/ScFzi54+SHIX+tg8FXCiJv1dy6d0wu9T6rji9K9ipO7FZFJQrcJYDCG/51Wp3Uoh6J290nq9pxETAaiRqRhyQzs2dmYmu3FlLy9E1XfMJ5tzogm9SfDPYVPOmHBXllP/ZEKDFEmLL3iO4QTW9TgZCLvn0DdgTJUvR1L73iMMeZwV8srcdOzqNlahL20zmO7Ic5M3IyePo5qHmOcpdOHwg2ExP7ClD90XgFwZ6X86yNULDuMsmrttEQYSTi3D7GTe4S5Zg24RHuq1oaldzwRfYJfvOiotlL44lasJxrGlGo2FRI5JIWUa3KQIN9nHPV2aneWoOodRPRLwJQc2Nha5arjlH6899QUm62gmtqdJcSf24f4INqZTsjttN6DU4DbaJgIDRilVI2ILEYLV+bNtSWsji0diC+9bVRKHRQRG9qcabJru4ikAmOdH5tzk1qMFiqzv4hkKaXynIKJac68/A3SnHD7u3HI0TfQ/n+9RGSSUuqUW5yIdHflT6NQeE6Hsk3AKLQQqo83ytfllLVPKbW6me/WYpRSdhF5G80x7yIRiVBKub+IXIi2CK1JnQPkQ7TvN9Z13huVFYEWWnN3CMrqzHzlxw1wD1ooyORG2891/t6olCrFN4vd/p6BFjIZpdQjwCMiYmhG/JiPtiCx8bW/iAYnwMtp6iroEnuu9OI8+TpamOSxIjJAKbXXLW0WbSMIDTXLgDI0B0sPJ0RnaOLznR9P93a9pZzn/F1Fg+DQA6WUzel++Ki3dDdWOkOWemOP87cB7X9X3NqKBoJSql5E3kMLcXyJiNzWSMh6MVoYZAhd23sxMEVE0pRShW5pF6E9T9c5hbM6fnC6ic50fnzPGYq8CUqpJSJyGOjVTJa+3nVOikgxkErT9r7LExJRnIhk06AwrwZ+i7ayoQQYihZH+UY0xfZQNAvJc5RSW0JRfmdi/aGTFFbUMqR7Qpd3tqmpt3P32xtZvD3/1LbUWAtPXTGKMwamBZV3VZ2NDzYeZeW+IqLMJuaO7M6Zg9JaHYpQp3kcVsUPv3dw3M2Ye9fbit5zhPH3S1Dn3Fqp+OFBBzZPvRCVebDqYQdn/VMfaAwXSin+ungXL39/gFrnoGOPhEj+NH8EZw4K7v4NBQaDMKlf61e1tzcJUWbe++kUXlixn8+2HqeftqXFAAAgAElEQVTe5uDMQWncOqM/fVJjwl29oCipqufppbv5aONRqurtTOiTzJ1nDWBK/9NPrNeVWZG3jT+u8lwEW2Or54n1H5EVl8p5fcf6OLL9WLIjn7vf2ugRVnlUz0ReXjCe5CDCCj+/fJ+HIM7FD/uKeW3lQW6eHng0xaU78vnFe5s56QwHLAIXjujB45eNIMLU8mefvV6x8R8Ngjh3dr2l6HeBIjZTfzfSOT3Q+6QtQylF/cFyHFVWzFmxmBI75sKCUGGtVKx82EH+WtcWRVQaTH7QEPQin7rqKrZ9vZSju7YTER3DkDNm0nPoiKDrrNMUR72d4le2a2FanVQszyN2Sg8tlGMQ2MvrKX5zJ9g8H6bWE9WUvLebtJ8MCyp/ncBRDkXZp/upXH38VJhOY3IkyZcPConYJFjEKEQOSGx+xzBjjLOQftsoKpYfoWZ7MSiIzEkmbkZWp38GFFSX8feNi/jswHrqbPVM7pHN7aMuYFR6v3BXTSeEVG8qoHzxQY9tqs5O6cf7MKVEETkoKTwVc6N6YwEnP9hzSrQHENEvgZQbhmCICHz6pWzJIQ9BnIvaHcVUr88nZkJGwHlXbyrg5Id7UXXOfrRA9NhuJP1oYKvEx45aG2Wf7W/wnHCjfMkhYsZ2Oy0EtLnZObFo4SID4frc7Jz7c3bmVoagKh+iieI8Jqidzlyznfuc7uKJPD9pdWhzpu437ki3v/8uIn9vYTl9G5flchQSkXg0t6KBaH3T8cAZbrs2Fs/9jwZhTOMQqpc697fj6Tbn4nU0UdxY97C6zjCCLqFkKMQRjVmIJopLoGkIVZeQaZtSamsIyvoc7X8XgRZm8lm3NF0M2kBz1z401Qy4rv+pItJSR7++jTe4XftmNPHbQLSwqqOB6YBLQW1odFytiHyIFhraI4SqiGQ4jwXv1/BC4E9o4uMr8BQ5uQShu5VS61r4vdodpZRVRP4HXI0mPnL/DmejiQUPBhkG83TCNWCzzeky6Yu1ftJctOR+ghCaU7WQhWiiuFSahlB1tb3rlFJ7Gh8YAJ8CLjH5RcBLbml629s6BqCFNAUtnLU/1tG8KC6Q9r7LE6ovfAfaw8oKzFFKuau1NwK3isi/gPfQHnhpwFciMkMp5S3Ge5dj14kK7li4gT0FWt9GBM4blsHjl40k2tI1r7uHP93hIYgDKKqs5+bX1vP1fTPISAhs8K2gvJYrXlzFgaKGQYH3N+Qxf0wWj182QhfGhZhdbysPQZyLQ4sVaSOg7/mBn+/Dy1QTQZyLkp2ao0PiAP3/GQ5e+u4Az33jaZ5yrKyWm19bx+c/OyMgR6PSvYqDixV1ZZCSA71nC+aYrv//TYqx8MB52TxwXna4qxIyquttXPniSnbnN4zXrdxfzJqDJfz7hnHMHJwextp1DpRSbDh8kqLKeob2iCcrqWMK5V/d7nsR7KvblwUliis7oMhbrrDXQ8Z4IX1069uDE2W13LFwA3WNJrI3HSnlVx9s4YXrxvk4snk+2HDUZ9qHG48FLIo7VFzFbQs3UO9WZ6Vg0eZjpMdF8LsLW+5cXbgJ6st8JCrIW6HIvqrrt7M6Ok70Pmkz1B+poOStndiKa7UNBogela5NfnZRN+91Tyg3QZxGTSF8+ysH5y80YIkNrI0sKzjB2w/9iorihoWw275ewujz5jJrwS3BVFnHC+VLD3kI4lxU/nCMiH4JRA0LfFFG1Yb8JoI4F3V7TmIrqQ3YOUcnOMqXHqLyB88IY/aSWor+s52Me8diTGhsJNE8mwsP8Mm+NVTW1zCmW3/m9ptAtLn1+XQ2jPEWEuf2J3FucCLSjkRpXRXXfPY4RyqKTm379ugOVp/YzX/m/Iyx3Qb4OVoHNOFp/cFyHDVWLD3jMMZ3zHuh4ntfkQah8vujQYnidhQfYcmhjdiVgxlZwxnTrfX3iLWgmpJ3d0OjkKZ1+8so/WQ/yZcNCrh+1RsLfKZVbSwIWBRXf6ySknd2eS6uUlC9Lh9TYgTxZ/ducV61u056OK16YFfU7CgmdmL3gOrZyRgKBGphG4sWwmpNczu2AF8T1OcDkcAOpdTOEJTTmfHl7OOOeych0FXZHsp5EckEfokmbPE2me0zfKNSqk5E3kcLZXkp8HO3ZFdoyK+UUt4ajYXAX9D6ylfSIKo5z62OIXfKUkqtEpF9QH80Id8iABGJpcHdKiRiPKVUhYgsRQvJejFOUZzTecflDKULM1p57Ys20RrIQ7bxtW9GE+n8GE2g6W1CXOHbafMNNFGcK4Sqa6zHJQi1Ae80yVCpIyKyHM257tS173RYa0tBaKj5EE0U19gJ0fUd9NCULcflDticc5vvF7AGWnI/QesdZINlBZogKgut7V0CICJJwDnOfULV9pY477Gz0Nrel5xlxbqVpbe9LaOb29/tdX2edpNGoVJjzcQZs7vR5MMplFIbRGQCmmXfKLSXySUiMrVRnPsuR029neteWk1BRYM4WCn4bOsJzEZDWEPB2ewOlubmszmvjJQYC/NGZZIWF/wgSFmNlQ82eBei1ljtvL32CD87O7DQgX/6fKeHIM7F+xvyOGdIOucOOy062u3Ggc99LwA58Jmi7/k+k5ulupmmu7oAEttoHLOmWFFTCDHdISLhtGv7/eJwKF76znuzXGdz8NrKQzx00dBW5blzoYOt/2q4lg4vgZ1vKs580kBcVsc5//Z6xcEvFEe/VThskDFB6DdXAp4w7aq8tz7PQxDnwu5QPL54ly6Ka4ZtR8u4662N7HeG1TUIXDSyB4/NHxF0SM5Qs7/shM+0fWXHA8538/MOdr/d0CbselPRbTxMfcSA0dLy++3ddUeaCOJcLNmRT355Ld3iA5vIrqi1+kwrr/Gd1hwLVx/2EMS58/baI9w3ezBRlpZdBw5fQQ9c6YFXU0enM6L3Sf1gr7JS+PI2VI1b5AQHVG8oQCxGki4On3jAbrOyZ/UPFB46QExSCjnTziQqLj7ofGsKFUdXeO/LWCu0RT4D5wf2jrfsPy94COJcbPx8EQPGTabXMN0xLpRUr8v3mVa1Lj8oUVzjkJIeKLCX1bWZKO5E1UkKq8voHZ9OfETHXCARLpTVQeVK7++aqs5O5ZoTJJzTctEGwBPrPuRfWxuiiHy8bzUvbV3Ca+fdQ0ZM+J2mXDjq7VStPUHtDm0sPDInhZjxGRgiOlY/Idy8tXOFhyDORb3dxt82LOK18+4JQ606D3UHyyh5Zzf2EpdQXogZ143Eef0RY8cSytsKqn2mWf2k+UMpxe9/WMi7u787te3FLYuZ3Xs0T864EZOh5fdb1doTTQRxLqo3F5A4tx+GyNZPwSilGlzcvKXX2nymNUfVquM+5TeVq44TN6tXi93ilI/vfgoffd8uSFyYjwdOhcX6Bs1B6NQENW3j2NKxGou2w71BuBVPlzZ/nOpfisgZaIJF905OPrAD2AJ8j+ZwvtRPfgvRRHG9RGSiUmq1U2g3xS29CUqp4yKyDO2acHfLcjllrVdK7Wrhd2otb6I5uF8kIhanM9NFaAJN5UwPFR+iieLOFJFEZ6jPOUAMsCdEjnQuTpdrX2j4rh8DD7XwuJOnMtBcERcDk9zSa9Cu/e3AarTxmS/QBJTeWIYWXjgDTeTjGu9xuV4tbRS20Z3X0URxw0RkiFJqB5pQ0mU73ZFDp7r4AqhFu2/mAc+KiBHtXgK9XW8NLuvaLvs9lVIOEXkLuA8thOqtzrDJlwBmtDfAt0JY5IdoorizRSRGKVWF1hZHAFtD5Ejnosv+32i4NqFrf8+wEipRnMva9Gt/OymlikRkJvANmu1qBrBYRKb5WMXQJfhk81EPQZw7n245zq/OywnYNS0YTpTVct1Lq0+51wH8ZfEu/nrpCOaNygwq72OlNT4nqQEOFAXmBl5ns/O/rb4n4T/YcLTTiOKOltbw9prDHC6ppl9aLFeM7xnwxH1bUlviJ+2k77SWkNDHT6JAfOvGuFtEXZli/ZMOjn0HygEGM/Q6Sxj9M8EUqQufQBO1Hi+r9Zm+80R5q/Ir3ac8BHEuagrh/7N33uFxFHcf/8x1Safei23JRe4F9wrYdGya6cW8AZLAmwYJIYQkvEAKkNBCKAkQQugd04vpNmDce++2ZFu9l2s77x97Z0nW3emqdJL28zx6TrtzOzu3ZXZn5jvf35oHFE5+KDY6952tkqW/Vqhq5xVTsV6y70PJ3Id1WNK068PD1zt8tTNhy+F6KhpsERFY9xTNZZK6fWBJh9RhkT3v9a0Orv7PSqqb2hy6FQlvrz+Mxajn3gtjaxA9z5rGkSbvlX2+NbTJsqXfyA6COA9lq2Drc5KxPwz8mJfWtvhMUyQcqQtdFDelMI3Pt3t/PZ1SGPrA6V4vwn4PjTYnFQ02BqYHNjCeORb0FnD5qLJzp2n1lka/QmuT+qF5TVlHQdxxaclnFKKL634H89qjR3jj7tupK2sTYS97+b8suPFWhkyaGlbejYfV931fNPgLJuCHloZ69q3zHZ1k69Iveo0ozlnZQtPqo7hqbRhyEkiYnI3eGlshzqRLQWn2PfDvavAX9aRrjNl+nrl6gSEjznd6iJQ313H7ty+wtGQLEolFb2ThsJn8dupFmPR9M5JAsLjqbT7rLADHEd/vU95YdXRXB0Gch4MNFfz5+1d59JQbgi5jNFBanVQ8sbHD77PtqaN5TRmZPx7XI/V0rLKs1LfJ68qjO7E5HZgNxm4sUWRxVrXgqGjBkGLGmJMQ0bxd9XYqn9nSUXClSJpWHkVYDKSc3SnqWY+iTzHjLPMuftOHGAJ48e7vOwjiPCw5sI5nt3zOdWNP97KVd/yKq50SV4M9JFGcEALToCTs+733wZkKQ59A4Kjw045udCBbnYj4wO4fy5AU0ItjYa47IMA8PC3UYvY2AnWMidb27VmMKoA61R021UGbM1cg4on2J9Nfp0JEhHy9gPadYnVSyvXBbCyEiEcNa5qEGgL1dmBxO7cnz/dO7iKrL4HDQB6qMGgFqlOWQBXM+HOLehH1mhgrhBgGHAQWuNOi6ZT1IqoozhNC9X3UsgMsl1Luj+C+3kUVexhRr/eXUEUgELhoSLv22+EW19Sjnj8R7LXv5j7aBHFPA48DG9winWO4naV8lcMlhHgVuBH1mv+lECIXmOX+ir9r+A1U50AzcCGqGO9Cd9oqKeXu4H5O9yOlbBRCfAqcQ1t44Dmo4TEPA8sDzcr92Z+v7SpUp86uZtWF6hAaK7yIKorzhFD9jLa69yspZehOB515G3gEVbR5BuqzSKt7g6e9O1xfvz57jEipDT2tpC6nZ0kp61BtE3ehXuhDgffdL4d9kh1HfQvAXIpkT0XgAjFni2TvewrrH1PY9YaCvT7QMO6dufXNjR0EcQB2p8KvX9/gd5A5EHKTLZj8zCwckBba6W61Kz7dVUAVG/QGlmw5ytz7v+IfX+zm7fWHefDTncy9/yu+3d15lmtPk+rH5T9csUj+iYL4bO9peTPAmh/5wfxvf69QurRtgExxwP6PJSvv6TczF7vEajGQaPbdYZebHNzA0IFPfNdTFetVAVIssOdd2UEQ56GxRBXqaLRh7GLmuFHfO4U4zlbJ939S+OAKhW9uU/jsxwqfXe+i4WDkzv9ba0o6COI6pK0t9ZnWU1w2/MSQ0vyx7wM/ovkPgzvWQ/yEcjbpdQwM8X0D4Cdzh3q9li1GXcihUwG/ZYoz6slIDFyMYLQKRl7p/X4rOAlSh/fOe1FDI0S0NqkfHEd9C0ikQ8FZFXj7T2lx0rj8MLXv7aFx+WGUMJxKPnzk/g6COACnzcb7D/+VlobgJmIcT0IOfrvTrCHOpbK3NCP9qO1szaFNAOtumtaVc/TBNTR8VULz+grqP97P0fvXYDsY3nGPNEKvw+BHuGbKDzVSmUr8CVnoErwP/MePz0QfxHM5EFyKwnWf/IOvSzYj3X2/rS4HL23/mj8uj6RZRu9Gl2BURRY+MKQENwHn7d2+TV2+PLSJOltwIrto0bC0xKvgz3GkiYalISp5+yhGne8+C4PQodP1zgn2SquTyue2cvT+1VT9dwtlf19L+T834KzxPXExWJpWHfXpQNa04giKvQs76m7GOt33A9tfmj+8CeLa0r4NKi9Dpu8+MmHWhxTq2UPSvIFe32WEWU/irNAntPtzQNXFGxB++gSPR59kwuqjLAlTcjBGQVweo2wBQn0JbEQVakSKt1HbOBbUNs88VEHWHinlhgC2b/9y7/ViEUIk0tH1rC/T/txM8fdFIcQZQohfCiHObyfyWQB4KqufSSkfOV4Q52aAl3XHkGoD5FX34jnuT4/I4X0ppT9h5Zuo7lye8pyE6qAWacegDrhD9a5zL57jPiZnupcjKsZzO4V5Kvdz3U5aHuFfoMKMLq99NwVBFq8347n+J7nDqXpFCJEjhLhdCHGVEGKoe50ZWOT+ygdSyh9KKdd6EcTF07XIw3O9FAghTkAVtulQr+vFvjZy9/28715cIITQ0XYN9gaXOA+e33iy233vfM96KWWgneme67s/X9sb3Z+j3GF9fTGhOwoTLdwC1m3uxXPcoVNPcS9Huu4tBVa5F88VQpgIPmy1Vveq75GeunF8F9/t1ddnTxKpHgKPZczwQL4spaxEVetXor6gTwLeEkL0ySmPeV3MWssN0CWuZpfkwysV1jwo2fWGZP1jkg8uUyhbE/xgfWltC0t3eXf6cbgkr68+FHSe7UmJN7FgvPeOCZNBx6VT/L7j+yQ53khxtu9O7ymFsT/7rMnm5ObXNnQS9zXbXdz4ynq/or+eYPil3qsJoYfiS8IbbNebBHP+piN5cMf1uTNg6m2R78AsX+9d9ARQugwaDmnCJ1AFTxdO8v1+cfnUgUHlZ+tiXK2r9O7i0Be+z/+hL7Vroz1njc3xmTZzSDop8bHlMBIoax6Q6nXQrhqu2QlLf6PgskfmGtjhJeysB7tL8RoePBBsThcvrjjAVf9ewSX/Ws5jX+6mtjl8gd05Q6Zy7ZhT0bXr9xAILh9xIpcOnx1Sni1VvtNsNaB4m2Hug4smFZDkY9b9eRPySEsI/VqcNCiVp/9nCiNz2/p5xxck8+w1UxmVF3rf7xXTBmLwEYrmwkn5xJuCex0eeZWOKbcK9Vmqg/hsGHOdYNrtvXMgUEMjDLQ2qR/0/gQkOgIesLXtr+PIX1dR+84eGr89TO07ezjy11XYDgT/QldxYB9HdnuP1OO02dj2zVdB59me+GxB3gzvaYY4GHRGaG2ZxIxMEtMzfabnDx8VUr7diavRTs2bOzuFe5OtTqpf3UHg/erdQ+LJPvoPDALrrLyw8tZZDGRcO6ajI5yAuHEZpEQhrPCXhzayq/aw17S3d39PWXNtxPfZG9FZDMSP83GfCYif7GN2nQ9q/YjeXFKhwR45wVE4tGzw7cjd7CetP3JG4Qk+0+YOHIcxiPCXsUT1y9vV0LntqmH7gXoqn9ncdZjKAHGU+RHK21z+nc/8oNhdNHxbSsWTGyl/YiMNS0vCEs57SJieS8K04/ogBFhPKiB+vO/nsT8qmut8ppX7SfNGwtQchNF72ythSg46U+jXoqU4lfSrRmLIantGmQqTyPzR2LCcTK3Tc31OHEiYmosIcqJjytlFpJw/VC2nAH26heT5g6PyHI1VRm7f1gg8H+Lmz7m3jwhSysPASvfiuQQfYq/9y4ivTuBTCG1sMbZeMgNASnkQdTIVwOVu971OuMU2jwIP0jEsaPtZlevwzaXt/vfVJvWIeIqFELMAT2vHr8jBLZh71724gDbnwC/d10s08ZT5bPefBVUA8VoU9uURDp2F6o6UDhyQUq4OZGO3WMtzL3q99oUQcbQ5lAVDr7v23XhC+ubTdt144xfAH1HrQY8zXB7geVj5u/YX0nbNe732pZQrAY+r23zanKjek1J2VX++4P6cgioozUAVn0RNEBoF3kMtsxH1+g4ldKqnbjcJIXw1pk4LrXi95vr+0P0ZT9sx9MblftLCpbuOlafunY9a7xsBG5ENt+vBU/fOR30/SAJ2Sik3B7h9M+AZyPJV9ybSMQxzoPSKa9Mddnape3GhW1zYCSHEZGBYNIsSxbx7nEiNlq1CbUpd61Z/d4mUcg+q1aen5+k04NW+OAhxwQn5WHw0jqcPTmOwH5cTD1KRLL9TwXZcBDNnCyy/U8HZEtx1Wlbfir9+7rL68DsE7zp3NLOHdnR5TDQbePTyEyhIDd2E4WfzvN/vaQkmrpoehXibEeaTLUdpsHnvFKpstLF0Z2Q6OlsdLkpqmmkJc4Zn3kzB5FsE5naR4uKzYcYdOtJHhe9AkzRQcPrTeuY9pmPGnTrOfFbH7Lv1GK2Rd7ep3ubnopdQvb1P1/dB8ZszhzNzSMcJOjoBt545gqlFwYlP0/2MCxqtkBScxi5q+Ao/CGpdq9HG/LG5nFTcufM50WLgd2eP7IEShU9LhfQpjGwug5KvIlM/5PkRwgtBSOHUWx0uFv17Jb9fvJlvdleycn81932yg3Me/SYiz/PfTLmQTy68i1unXMgtkxfywcL/444Zl+NngqBfUob43i6pEHRBdMCnJph45pqp5Ke0DQgIAWeNyeGP540JqXztObE4k49unMN3v53H97edwjs/m820weE5VA/JtPLQpRNIOG5wZN6ILH5/dmhCisIzdZz+tJ6LP9cz/xU9I6/SBXUcNTT6CFqb1A8Jk3N8ui5ZRqYH5IYlnQpVL2xDHjfALVucVL24DRmEqBmgsabaf3q1HxV1gEz+jY700R3XmZJg5p90mJNDqyd1Oj3TLrjYa5o1LZ0xcwMPudZTtGyoAKf38+WqavUZqi1YWp12ShursDnDc3RPOCGL5HMGo4tvuzX16RYyrh6NMTv8sIKmfCvZN08i84ZxpF81kpxfTyb9ipFhCRl8sbFyv880p1TYVhXeBMW+RMo5gzENPC5Cik6Qct4QTHnBOQSOz/QdDjI7PoWchJRQihhxFIfvSZIyxty7epqFQ2cyMauze3OaxcqvJp3vZYvYx1HeTOuOGq9pzvIWWrf7f24Gil8hvF6gtwYfdtYT+rfuvb3Y9tZh31dH3Yf7KH98A66m8J4BQghSLxhG9q8mkXx2EcnzB5NzyxRSzgo9zOuINN8TQf2lecOQYiH96lHo2r9LCYifmEXymYUhlrCNuNEZ5PxqMjm3TiH399PIumE8poLwokeZBiSScsHQTmK+uHEZJJ0aWieddXouOb+aTME9c8i9ZQqJc/IRPiaD9WEeI/jBRIkaTjDStB+g9riKBToQ3n4Q+0dux61jCCEygXtCLFd71W1kY0NHl0fdnznAk8cfEzd3ozqQAzzfTqjTPjTQmXhBCHEL6rny4LVxJqVcA3hmFT2COr5bS5vQwx8eYdAcVBESdI9T1iuo048LgN+6133mdnaLNG+7P5OAe93/+wsr6w3P9X+KO9TsMdxOafcBqZ226hoHbfVDb7r2n6RNrPK4EKLTQ0IIMR34pXuxjLa6ppq233yaWzh6/LYTgYfarfLXMeERf16Keh23X+ePD91lEcAD7nWfSynLAtg2JnBP6lzmXrwFKEKtW5b63Kgz7ev2/z0+0S20vTbEInrq9li/tt8GSt3/3y+E6OT8IIT4NTA5imXwHCtTlPsePffGENruz4+klNGYhed558gA/uT+P2Dxndvt0ONKeaYQorB9urvufRAIJUxAb3rveMz9mQ/89fhEt0vkE1EuQ2+5l0MiUjfcy6jK7EHAm0KIqwK5saSU3wshrkCN661DtfxcRpsNcJ8g3Wrm8Ssn8vOX1tHUrhNrWJY6KBoI5eugycecDUcjlC6TDDo98Ibm4IwEzAYdNh+uZCNywne/TrQYeeGH01h/qJa1B2pITTBy+qgcEoKwYPfGuePzcLoU/v7ZLg5Wq9GRZgxO585zR5OdFLyYwGWTHF4O9npJxhhB8uDoNthrmv13BtWE6ezjcCncv2QHL604SEOrkwSTngsnFXDbWSOJC7FTv+hsHYNOk1TvAKGDtOEEPWuwKyIhsOsKSxfNFXNKeGUo+Vqy5x2FxiOQOACGLdSRO713dgDFmwy89KPpfLenkuV7qog3GVgwLjek0MeDThNsf0nS7KWZUXyRQG+OjWOUNVFQf8B731X2pG4uTIxj0Ot46urJvLr6EO+sK6XR5mRaURrXzR7MwPTeGXmubn9bWGVv1O5VX3LC5aLJBTzyxW7srs47O6k4s4O4K1BeXnmQlfs7D5Acqm7hoU93cu+F40Iqa3sGJGZyzZhTw84HYNiFggOfSaQXffjwS4OvDyYNSmXpb+ayfE8VVU02xuYnBzThIBjyQjgv/jhnfB4nD89kyZYy6lsdTClMY0x+ckT3oaHRD9HapH4wpFlIu2Q41a/vhHZtQGO+ldQLAnPxaNlWjdLovS2j1Ntp3VFN3KjAhcPpBQMRQuczFGnmwMKA8/KFOVkw71E9lZskNTsk5jTInxX+++f409RJ8isWv05DVQUIQeH4icy75nos1uCfQYrNRev2KpRWF+bByRgzo/s+5Wr279yjdNFm7YpWp537Vy/mrV3LaXbaSDTFcUnxbG6ceC4mfWj9AYmz8rFOzcVe2oAw6DDmW0MW6HtDCIG5MPrP4jSLfyFDV+ld0bSunKYVR3DV2TDmJGCdnY9lSGwIvoJFF28k83/HY9tVi21fHbo4gxrSNoRQhBcXz+K5rV9Q2dJZ8Hnd2NMwxIirmGVICs3ryr2nDe2d5zFamA1G/nPGL3htxzd8sG81rU47M/NGcvWoueRaYz+KhDf8hTr3pAfznPVFwpQcGr8t7eCQ7iFuTAa6+OBFcY3flOIo7WzU4ixvpuHrQ6ScPdjLVsFhzIrHmBWZ5+MPRp/CF4c2oniZMX5tCO1ey7BUcn87BdvuWpQWJ6aBSX5DlIaCITWy+Vmn5hI/JoOWLVVIuwvz0JSICM37MyO3b9uybcTIm1EHbhT3/+cAACAASURBVAPl5pHbt/mIaxIWi1FFQVnu5UO0hTfzi5TygBBiOaoL2SzgQyHEI0ANqtPSr1BDfe5DFWYEQ/ve4d8KIf4BNEkpIxk+Nho8jirEmQlcAQxzH5OdqG5Y/4M62QrU3/iHdtt+iDrIbAbuFkJkAZ+ihn0sBn4AnHjc/vwNzr0E3AV4LFPfklIGYvH5MaqIJgP1/LUSvGAsaKSUpUKIr1Gd2zxl9ilkEkJYaAv1ukNKOSKIfe0XQqxz78fTmx+sK9LLqG5ERuBzIcSfUMVEBcD1qC5Ie4GgHmxSSkUIUYF6T14hhPgccEopfcfzjgGklCVCiN+i1msDgXVCiAdQxVhm1PN6E20hD2+UUra4t61z/85TgWnAx0KIfwKHUQWm84Gr3fl48Hftvwj8H+CZBV0DfBTAb7ALIV5HPX+eGRURDSEZKEKIV2hzhZwhpfw+iM0XAyfTdm2/fXwo2i54B1WAGAfc7hbYvAvoUd3nfgo0uJeDbRh76vYCIcTPgBVAiZTySJD5RBX3tXAjav9fIbBaCHEPsBpV7LoItY7vsFmEi+E5VgK4UwjxNlAlpdwXyZ1IKfe1e5YHUvemoN5TABuklAGH6JRS7hBCbANGEl7dOwG1LvlSCPFnVKHcQFQR50mEVve2CiHqUeuWq4UQywCXlPLbIMsXdaSUbwohPkWdsH2TOxT1k0A5ar13Kx1d4qLh8lMGZAPnCSHeQK0TVkspww9JFQNEShT3JvAt6kvyWcB+IcQHwHYp5Z/8bSilfEcI8T/As6iDEFPdf32KeSOyWf67U3h/wxHKG1oZnZfMvBFZ6AOcMdVa7f/a9heKzBsp8SYunlzAC98f7JSWYTWxcGJ+cBn6YcKAFCYMiGzn3cKJBZw/IZ+SmhYsJh1ZiaF1DBxeLll1r4L9WL+oJG8mTLtdh8ESHaHOCQP9H4uu0rvi1jc38tba0mPLTXYXzy0/QGlNC0//YErI+eqMgozwTXd6lPwTBesekTibO6fFZUH2xNDz3vKMwtbn2u7T5qNQtkphwk8Fwy7qvSHsZg7JYOaQjK6/6AdDnODkh3SseVChbA0gVYeOYRcKRi6KDUEcqOGAD34u29UHKjojjFzUe89htDAZdCyaPohFvcChMxDiurjMu0oPlNzkOB6+bAK/fG09re2cIEbkJPK3EMVr723wHengvQ2HIyKKiyQpQwUz79Kx9mGFFveYnzEBRi4SFJ4Z2r2m1wlmD4vQSeomEi1Gv6GqNTQ0gkZrk3ZB/PhMzENTaNlYgdLkwDQgEXNxasDCIqXRfx+IqyG4PpKkjEyGz5zD9m+/7pyWmcWw6aGF6fZGxlhBxtjIvneOP+1sxp5yBvXl5Zji44lPCk1Q1byhgpq3diFtbf3ZceMzSbu4GGGIzjuoeWAiDb4SdWAM04HmV189zReHNh5bbrC38PTmT6loqeNvJ14Tcr7CqOsW4Vo0WTB4Cg+sfhuH0lmYODQll3GZhSHnXfvuHhq/a3svdNXYaN1eTeqFw1S3yF6IEAJLcSqW4lAMOdpItVj575k3ced3L7O6TI2Alm5J5IdjT+fqUfMiUdSIkHhywTGBSnuESe87jHA/xmIwcfXoeVw9OnbOYTjok/y7tuqTgheEesOYFU/qwmJqFu+Cdi6vpgGJpJ7X2X0vEJo3+jb8adlQERFRXCSZnDOM+068hntXvkGFWyybYk7gponncuqggMcAOyD0OizDe5cgUxdvJGFK73w+xCojt297aNuIkaC6Efl7+ZSogriH/HwnZKSUO4UQWwGPHf1bbieWQPkx8CWqgOp0958HBdXxqwhVZBIMq1AHd7OAq9x/y+gsCosppJROIcQC1DbnXFRx4HNevnoIWCClLG+3bakQ4iZUYZ0J+I37rz1O4DZUB6gswJ8QzCOKa78c6G94FVX4AvCBlDK4eNGh8xLqcQNV8LbYz3fDZTFtApAjwHdBbv8vVLHW6ajiwSePS18K/A14P4SyfQBcgyrq+BJACJHfDSFsw0JK+ZA7bOwfgTTgL16+5gR+JaU8fnLhT4BvUK/r0/AentPj5HYVMEQIYZCy81Rqd722hnaimyCEGi/QVl+10A2C0CjwNvBwu+WgREdSyqNCiJ+jXtM6VPewX7b7Si3qRNPnCF4U9wFt9doj7s/fozpoxhRu4dFvUIXj+bQ5gXqoRO0bvNm9HIjoOBg+RXVfNKEeo98DT6E+dyPNS7SF2W5ADcMbLRajiuIA9rudTYPhEdS+3JNRBYv/Pi79c9RzFcrz4wPUkLjFwNcAQoh0KWVkbLgjyyWo18hk1LC3C45LfxN1MvhkIn9tgnqsxgGZqGJ6UOvctVHYV7cTEVGclFIKIS5CVWVPQFVcXob6gut3AMK9/UtCiEbUB5OVPhqzNsli5IppoVmQpwwV+DssqcOC7+C/fcEo7E6Ft9aW4lTUvIdnJ/L3yyaQaAl+VmB3o9OJsByJmo6qIWmV416bDn8HGx6TTLo5OmKdiQNTmTkkne/2dFYynjE6m6FZoQ9AHKxqZvG6Uq9pn28vZ3NpXb92ojHGC6b9TsfyP3Y878YEmP4HXcjud80Vkm0veL8/Nz0tGXSmxBSBcLC2OolOT1RCy0abhFzBiffpaamQ2BvAmk/MOMR5SMgRzH1Yx6anFA5/DyiQOQHGXBuZUMEasU1ykSB9NFR5mZ+rN6uOh5HirLG5zBiSznsbDlPZaGdcQTJzh2ehCzG0SIufMEutTgUpZUSdVCJB3kxB7jQdVVvBZVfDLBviYquMGhr+EEL8AHjGvXiNlPK/AWwzBbVxOwu1IZ4ENKPOwlqN2qnqt1NPCHEncId7ca6U8qsA9luIOosf4Fkp5Q+62qa7EUJ8hTrrDylll5WBOzzqQtRQQCegzto2o85qbAHiCaBNKoTwvMB9LaU8uT+0SfUJRqwz8kLa1pjr3z0k2HCGAKf/+OdIKdm5/JtjjnHZg4cx/xe/xmDsDW1SPSk5uSFv7yhrovrVHaB0vNxaNlRQl2IOKzScP8zFqRgLrDhKOrv6xE/MxhCCE5eHrVWHOgji2vPenlX8bMICBiZlhpx/bycjLom7Zy/itmXP4mznkphqtnJfGIJBR3lzB0HcMSTUfbiP+PFZncLkhYKr0Y4w6NBZel+U6aEpubxw9q843FhNg72FouTskJ0Lo4UxO4HM68dR98l+bLvUifrmYakknz4IY47m4NTXMRcmY8iKx1neeSansBiIGxe5SUAJk7OxDE+leUMFSosT86AkzMNSQm43Sruf0L9+2qs9yfzBUzi9cCLryvegKAonZA3BbIj9dw+N2MctjFuCKga5mo7hvhpRBQePR8khrj2LaRPFBSue2CyEGIUqcjgP1amlFvgeeFBKuVQI8a9gCySlbBRCnIEqGpyC6kjkXxEcI0gpa4QQpwAXoop3pqCKBm3AdlTBymPehGZSyn8JIbajuuxNRxUWNQMHUEVWj0opt7XrM1gghLBIKVu95LVbCLESdRLXEdziqgB5kzZRXHeETvXwBqqYwQy81y60bDRYjCreAlgcpBjU4yR1FmoYyWuAse6k7aj37j9pC90ZLD9Hdei7APUaKEfty4hpURyAlPJuIcRi1N8wD7XcBqAE9Rp8WEq52ct2u4QQJ6CKPs9CFRoqqL99HfBfVAez81HvK6v7e77EOy/SJooLxu3tW9ockN6TUvqcIxarSCkPthMF1qKKhILN42m3m+KvUYWqqaj1yIfAX937CKVsS4UQi1CdrIai1m/hh6OLElLK+4QQ36C6HM5GrcvLUK+7P9IWdhzAv5Vz8PveLYQ4z72f0aiC0miFCngV1R3QgFofdnqmRJDFwO/c/wctOpVStgghTgV+hOq+OtqdtBW1nniSjgL9YLgB9f3rPCAF9VwPQBXjxhRSylohxExUd7wrUUXyBmALaujU/9Dm/BvRa9PNnajvZleg1peVqM6efQIR5DuB/8zUwYlfoipaC1Et9QKeYS+EGIJ6cc9yr5JSyqBjGAghSvLz8/NLSkqC3TSmWfZbF0dXdF6fMhROfVIXcsdFWX0rWw/Xk241Ma6g/4Rj2PwfhW3Pe7/+9WY45w1d1MRHDa0O7nhnC+9vPILdpWA26Fg4MZ//WzA65BCnAG+uKeHm1zf4TP/D/JH8cE5szc7sCVoqJPs+ljQfhcSBUHimwJwc+rne/bbCuod916XTbhcMnBf6AETZGsnmfytUbweEGspz3PU6t1i2fyKl5KudFby34TAtdhczh2Zw4cR84k2RGdRw2SXSFfsindLaFg5WNTMoPT7i4R37I01HJF//WukQrlxvhum368ibFbvXwl8+2MpTy7w7bJ9YnMlz1/Y5syONXkJBQQGlpaWlUso+Z4kXjChOCFGM2nEaiI3JXuDnUsoPfeR1J/1cFOfuaPsrEKgSab2U8gRvCceL4tzrtDapH8r/uQH7gc7hB01FyWRdH7ozaX1lOZWHDmBNTSersP+0V2re2U3Tcu8RRYTFQN4fpkXNLc7V5KD27d20bKkEBYRJR8LkHJLPLgprn89t+YK7V77uM/3u2VezcNgMn+n9hZKGKt7a/R3lTbUUp+Vz/pDpJJlD7wuv/+Ig9UsO+EzPuHZMWG5rLduqqF9yAMeRJhBgGZ5G8vyiqIf6jWUUqfDFwY18sn8dDsXJnPzRLBg8JWKiGulQ3eKEMTZCu/rCWdWCq86GISMuYk5m/RlHWROVT2/GVd82R0KY9aQvGhXTIXSr39hJ8+oyr2lx4zJIv2Kk1zQNjWjT023SbSNGWlGFaYmoLi1bR27fFk1BkIaGT9yOdQ+hTibLieVwaO5wl0VSysk9XRaN3o8QIg/VyVEHnCuljJpjltuR8RKgRkrZyUJWCDEfdVLsWG9CQo2ex+0k91f3YlJvFFGGihDiPSBVShm50A0aEUUIsRfVrfclKeWVPV2eQBFC/BI1FDfAcCnlzu4uQ0SnRLpj198L3CuEGEaQFptSyj3AHCHEaahK/F4erDGyTP+DjtX3K5QsQ9XSA9mTYcpvQxfEAWQnWchOCi38aG+m0c/4lMsGLZVgDN7sICASLUYevHQCty8YxdH6VvJS4kiOC7/j1NrFbO2kXuAA2B3EZQpGRTJsZxfaYunyn+6Pyk2SZb9VOGYYLaFsNXy1TeHUJ3RY82NXqBMtpJT86rUNHVwRP9p8lGe+3cerP55BZmL4HfF6U2wf19pmO7e8sZHPt5WhSNAJOHVkNn+7aBwp8b1igmXEsNVJytZIhIDsKSIsV8aEXMGZz+ooXSqp3QOWdBh4Snii2e7g2tlFLF5XSuVxYe1Meh03njK0h0qloaEB4J7l9jbgsXfZAbwOrAQqgDhU17iFqDPeBgPvCiEWSSlf7v4Sxy5CbfA8hjpbDtQW0ceoMzn3AHWosztnoM6m81hspblDkni3Uz4OrU3qn/RFI6l5fSetO2vUd2ABlhFppF5UHFa+SRlZJGVkRaaQvQhnle+JurLVidLsiJrIRJ9gJP3Kkbga7bgaHBhSzRFx/7Ka/E/USOwivb9QkJjOL044p+svBkpXbVIl9AmxLTuqqXpua9s+JLRur8Ze0kD2LyZ2GfKxL+JUXNz45VN8frBtUuLH+9fywrYvefbMX4YlcPQQ62I4V72d6td3YNtVq67QQdzYTFIXDkNnju2yRxpXgx3bnlrQ67AUp4b1+43ZCeTcMoXmTRU4y5vRp5iJn5AV8+6MiScV0LK5Etl6XOhfo04L/avRr3EL4Fb2dDk0NNxc5f58OZYFcW5GAdt6uhAafYYrUAVxZagR76KJZ7DdV2N/FOBCFelpdCNCiHOAHwA7gT9LKX05bZ3k/jzQnwRxbkaiusJqdDNCiH+iuucu8RKK2vOdQtTwqQCbuqdkEaO9ECmaroU+iVqL2m2L+gMhxEDgXW8xwP1s+ylqzFyNdhitghl36mkulzQcgoQc+qUgJlJY832n6UwQF7moBD5JTTCRmhC5DuSTijNJjTdS0+zolBZn1HPGmD7jchlT5EwTIKTXgQidEXKmhH6fbn2unSCuHY4m2PmGZOKN/a8O+GjzUa9hgvdWNHHvR9t54JLxPVCq7uXHz69h5b42d19FwpKtZdS/sIZXftx/nDe2vaCw9Xl5LByy3iIZc52g+KLQ3U10BsGAeYIBgfg5xQi5yXG8dv0M/vbxDj7bVoZTkUwrSuPm04czaVCnCWkaGhrdhBBiDGoYiHjAjuqo/YSUneTyXwJPuEOxvIFq5f6UEOIbKaXWSdbGnbQJ4rYCi6SUa71870MhxJ+BvwA3o4b6WSyEmKm1ScNHbzWRcc0YnNWtOKtbMKTFYUjrfxOsIoUh3YLNR5qwGNDFR39Sk95qQm+NXJv0tEET+PP3r9Ls7PzLks0JnJg/2stWGuFiGZFG/afeneKEWY+5KKg5qx2o/+yg17au0uigcflhks8oDDnv3spbu5Z3EMR52FZdwqPr3+d30y7pgVJ1H1KRVD6zWXUO9KCooZ+lQyHj6lG+N+5j1H20j4ZvSsGl3iTCrCdlwWASpoTe/yaMOhImZkeqiN2CMTOezOvHU//Jflp3qH0V5qEpJJ9eGFJ4dQ0NDQ2NyCKEuIK2sJNP9mRZukII8SNU4dAdXX1XQ6Mr3BqFm9yLzwTTLxQihe7PTha6bkHLjcDH3kIta0SdBtRJyQC7gaeP/4I7xPdZ7sWoOQrGIkKInwNDaLtfNLqXVOBS1BDqS6SUNe0ThRA64D5Uga9EdZzsTRS6PyVqCO1uJ9rTzG5Cjbn+JXBqlPfVb4jPEsT3v0n0EadovmDHqxKls36MQaeJqIVOjSYWo577LhrPT15ai92pHFuv1wnuWTg2Im50Gp2x5gmGni/YvbjzSMGIywXmlNCvpQrf0XCpWBe58Ne9ibfW+jZ6eX/jYe69cCxGfXTCTMUCaw/WdBDEtef7vdVsOFTL+AGxG1YlUhz8XGHz0x3vAVcrbHhMYs2X5M3ofXV4OAzOtPKvRZOwOxUUKbHEuLOEhkZfx+1q9gyqIE4CF0op/TZWpZSfCyEuAj5DdZb7P+BH0S5rKAgh9qPOTLtLSnlnN+xvPPAH9+JOYI6U0vvDkGMO5r8WQmQBi4ApwHL3p0YEMKRZNDFcBLBOy6VpxVF1hsNxJEzNjlro1GiSaIrjrplXcNuyZ3HKtjapUWfgntmLIhZaUqMjpnwr8Sdk0byuc99i0qmDQnauUuwuHId8T4637e2fYznv7lnhM+2dPSv7vCjOtqumoyCuHa3bqnBUNPeL0LqN3x+m4euOYSikzUXNW7swZMZhLgxdjNobMeUmkPGD0UinAlIV92loaGiEgxBiKBCOstYupdwaqfL0NoQQdwM5QDow3736Iyml1xEHIYQVCDfkxEF/bfWuEEIkAH8CHpVSvhFmWXotQoh0IFyr1Z1SyuZIlKe34RY2XQc0owqcsoBG4BE/24wGQm2smoAzUUNlj3OvW+Ple7egCrOuD3E/vR53f2m4rhaVUko/seB88g2qGG4o8JgQYgJqBIoKIBv1HF4LCFTRzl1hljMghBCJqGK0cNgvpawNowzJqELkB7rqv+7LCCEyAT+WSgGxQ0rZEsJ2/0UVxWUBK4QQDwObUSOlDEEdI5jp/u4/uyv8shCiiCAjg7bDiirI16FGdQHYKqXsW05xbjwha96N8n40NIImIUcw404dK+9RcDS2rc+dDhN+2nvFFKeOymbJTSfy4ooD7K1oYkBaPFdMG0hxdmJPF61PM+HngqRC2POOpOkIJA6AoQsFhWeE1wloiAO7F+EmgKHv9zF7pb7FxwEBbE6FVocrJkRxDpcSlXJsKfU/8LT5cF1QojiHS2HJljJW7a8mOc7I+SfkU5SR0PWGPcyuN32LQne/pZA3o3+Kwky9cPBcQ6OPcj4w2f3/E4F2KLiFcR+hdtpdJIT4aS8Ia9Id/BG1AQ1wdRCd7L9FFcVBD1mza2j4w5iTQNolxdS8tRtpbzORjBuXQfLphT1XsDA5Z8hURqYP4NXtyzjUWElhUhaXDT+RwmRtdl80Sb24GGO+laYVR3DV2THmxGOdk0/82MyQ8xR6HRgEOL2/e4t+FibTQ53N9/higz12xh6lS1HPYYSxH270nSjBcbgpKFGcdCo0b6rEcagBXYKR+IlZGFJjX3jd+O1h7wlSTetvojgPvVHQraGhEbP8m7YwdqFwgDZnkv5IBnBNu+Vq4Gd+vj8Z1eAkHK5BHdgPCSllkxBijJSyMsxy9HYuBv4ZZh4z6L9hEB2ox7A9v5ZS+nh5A+BzVGFUpPb/uJf1twIO90TO/ooZWBdmHk8ANwS7kZTSKYS4GDWEbg5qfeitTjwAXNCN9dAswg/reznwSqgbSynrhBAjtLqXK4GHwszjBGB9sBtJKT8WQvwRuB0YBjzq46vPoUZG6S4eAs6LYH4PRzCvoIi2KM5DyDMDNDSiSd5MwYLXdRz5TmJvgPTRgpShvVcQ56EwI4Hfz+8/4SpiASEEQ84VDDk3svkOPMW7A50nrT8ypSiVlfu9P1ZG5CSSaOlZ94kXvj/A09/sY19lE5mJZq6YOpCfzRsaMYFchtXsNz2zi/T2VDTYuOrfK9hR1ub+8I8vdvH7s0fywzmDQy6jL77bU8nyPVVYjHrOGZfHwPTQlZ0NfgIK1h8MOVsNDY0+xOtzXVZgNOpMzQZgy8Vf6v2M4kYUz6xPBTWMZzA8hTor8T3U9lq/FsUJIfJpm9W+RErp257nOKSUh4UQDtTjuCwa5dPQCJf4CVlYRqbRurUaxebEXJSMMTv2Jyh0xdCUXH4/vW+7ZcUaQidInJ1P4uxwJza3y1MviB+b6dWBDiB+fOiCu97M5Jyh7Kr1PqY2MStcg5XwkFLS+E0pjd8dxlVjQ59sJmFGLoknFiB0kelD6Crksj4x8Da5s7aVyqc24axq067Xf36A1POHkTA19BCk3pBSYttVi21fHTqLgbjxmRhSAm8/H5+Xs8K3AYCzInbEkRoaGhoa/ZblqKECTcB3wM1Syr09W6Su0UQZGhFgl/tvILAHuFdK+XyU96mg9t9tBG6XUq49/gtSyu7qk9TwgZRyvRBiBPBT4BxgJGq0jnJgL/Aa8Fx/DG+r1b09j5TyDiHEB6iizzlAAWrdUgqsBv4jpfysB4sYKg5gH/APKeVTPVWIaIvivkBVD14EvBDlfWlohITBIhgwr3+Ki3obdS0OvtpRjsMlmTMsg+yk2J85HC6j/kdQvlZSf6Dj+qwTYPA54V23LXYXlY02MhPNvSrU4qLphby04iA1zZ0d435xyrAeKFEbDy7ZwT++2H1suaLBxsOf72JnWQP/vGpSRPYxb2QWGVYzlY2dJxRlJpqZOyJwB4473t3cQRAHICX8+YNtTB+czpj8yMxsb7G7+NFzq/lmd9t79f1LdnDzacX8bF5o5ywhB2p3+07T0PCFVCTV20EqkDYcdEbtHaCv8fpc12jUzo1FdAy10vj6XNfzwGMXf6nfEq39u8N9zHUvrg7W0l9KuRhYHPGC9V7mA54XlbdD2P4D1DapNmNEI2bRmQ3En6C5qPUGalobWVa6BSlhdv5I0uOSerpIUSf5zEJsB+pxVXc03LSMSg/7ulVsLpQmB/okU69yl/qfUafw7p6VNDk6HhOdENww/sweKpVK3Xt7afyuTbDnqrNR//F+nJUtpF1UHJF9xI3NoPb9vUibq1OaId2CqSjwdmTNG7s6COIAUKDm7V2YhyRjSI8Lt7hqli1OKp/ZjP1gW/u37pN9pMwfjHVW8EJSIQT6VDOuGu9GH/pe4HSn0XNIl8Re0gACTPmJCL3WJtXQ8IaU8uSeLkNvRkr5DPBMEN//CnWCnkYPI6X8F/Cvni5Hb0VKeQgI6sVXSqmNKHQD7rCJPVrPuAVvd7v/ehwp5cdodW9MIKX8O/D3Hi7DSmBlT5ahPVLK83u6DJEi2qK4n6PGij1HCPES8Gcp5dYo71NDQ6MP8vzy/dz94XZaHGqnq0EnuHZ2Eb87e2TPFizKmJMFp/xTx/6PJUdWSHR6KDhJFXLqDKG9J7U6XNzz4TbeWFNCk91FotnAZVMHcMsZI3pF6MWcZAsv/3g6d727leV7qwAYlB7Pr04r5uyxuT1WrtpmO08s9T7Z7qPNR9lYUsu4gsDDmvrCbNDz+JUTue7ZVTS0Oo+tT7QYePzKiQE70tU221mypcxn+murD0VMFHf/kh0dBHGgiu/uX7KTiQNTmTk0I+g8h5wrWPOgdxfFIedqbQgN75R+I1n/qEKz+9I3p8LY6wRF82O/7tMIjNfnun4JPID3zgQr8L/ADa/Pdd188Zf6cO3QfTEFdSY2wJIo7aM/MbPd/6EcT61NqqGhERGe3PgJj65/H7tLfQc36gzcMP5Mfjphfhdb9m70yWayf34CTauO0rq7FmHUET8+k7gxGSE7jymtTmrf30vLhgqkQ0EXbyBhei5Jpw6KmJtZNClMzuKZM27knpWvs65cbQMOSc7hl5POY3Z+z2mwnbWtNH7v3cGueU0ZSScPwJARvshMZzGQdsUIql/YhnQobesTjKRdMRIhAjuHzppWbLtrvScq0LSmLGKhpGvf39tBEOfZR+37ezENSsJUkBh0ntbpudR9tN9nmoaGN5rXlVP70T6UetUMWp9kInn+4H7rvKmhoaGhoaGhoaGhoRFtoi2KOxs1/M9twKXApUKIGmAHUAt0FTdbSikvjG4RNXqClfuqeXnlQUprWxiencjVMwYxLDv4DiiN/sG3uyu5/Z2Ohi5ORfLk0r0MSItn0fRBPVSy7sEQJxh6gWDoBZHJ72cvreOzbW1iqAabk6eW7aOiwcbfLzshMjuJMiNyknj5x9Mpb2il1a4wIC0u4I73aLFiXzU2p+IzfenOioiI4gCmFqXxzW/m8da6Eg5UNTMoPZ6FEwtIjgs8TE1NswOn4l1UBqrLXSRwSCwrPQAAIABJREFUKZLXV/uOdfryqkMhieKKFgjq9sHutyV4foYORlwmGHiKJnDS6Ez1NsnyOxVkO0MLWw2svl9iTpHkzYr9AVgN/7gFcQ8G8FUBPPj6XBdREsa1n426Jwr5exgqhPAxktyBvFB3IITIAbzNlvWI/nKEEBOOT5RSrg91n17wHE8F2B/C9v7apB5GCyHe8rG91ibto7TuqqFp1VFcDXZMeVasM/IiIhbR6Jt8sn8tD67paFbpUJw8su59BiVlsWDwlB4qWfegizOQeGIBiScWRCS/yme3YN9Xf2xZaXbS8MUhlBYnqef1bPjRQBmXWcjL82+hrLkWh8tFQWJ6TxdJFZj5apJKtd6zRqieixueRs6tU2heW46r1oYhK574EzLRmQPvalYaO7u/d0hv8J8e8H5sLpo3VHhPlNC06mhoorg5BTjKW2he026ymU6QdPogLMPTQiytRl+mdVcN1a/taOvDAFz1dqpf2Y7OasQyJDJ9RhoaGhoaGhoaGhoaGhptRFsU9y86NPMQQBowPcr71Yhhnly6h7s/3H5seeW+al5ddYjHr5zIqaOye7Bk4SGlpGw1lK+V6C0wcK4gcWD/G2CvWC/Z866kqUySNFAw9HxB6vDwjsOz3+33mfbfb/f1eVFcJNlcWtdBENeedzYc5qZTiynMSOjmUoVOVmLshCTpymXPbIhsiNrkeCPXzCoKefu8FAup8UavYWiBiLnENdmd1LdztDuesrpWn2n+EEJwwi8Ewy6UHFkuQQd5MwUJOf2v3o00LrtEb+p7x3HHa7KDIK5D2qsKebN6Txhpjc64Q6Y+EORmD7w+17UkCqFU24+Clvv6khAiDhjeRV5HpZRHfaQ9FWzBQuAG4A4/6de7/44nkpWI53hWSenrLgYhRD7gzWIjkDZpBmqIVY1+Qt0n+2n4sk20b99XT9PKo6T/YHSvHpCWiqR1ezW2/fXozHriJ2RGLPRgb6J1Zw1NK4/gqrdjzEnAOjMPY054bZwXtn3lM+35rV/2eVFcJGndU9tBENeeppVHSZo3EH2iyWt6LJIdHzt1RlchaCMdolZvNYUllDRkxiGMug5uc+0x5kemb0JpdoCfCWwut2NXsAidIO3iYhJPKqB1Rw3CIIgbnY4+yRxqUTXcSKfSq0IqB0rD0pKOb6UeJDQuK+3V7yAaGhoaGhoaGhoaGhqxSrRFceB9QCTQQRLfFjYavZLDtS389eMdndbbXQq/W7yJk4ZnBhz6L5Zwtki+uU2hYkPbuq3/lYxcJBhzbe/7PaGy83WFDY+33bbVWyUHlkim3iYYeGrox2FfZVNIaRqdWbW/2mealLByf3WvEsXFEjOHpJOWYKK6qXOHuk7AWWO9Ge30HGaDnmtmFfHgpzs7paXGG7l0yoCI7CfRbKAgNY6Smhav6SNyw3MJteYLhl3U9wRc3Y3ikux4WbL7HUlrJcRnw7CFgmEXix53YYwUtbt8v1bWdL4NNHofPyV4IZYAfuLeNpK0f+nxV6bhwLou8roLuDPcAvVyPMezq/N7C3CjjzTPtseL47x953i0Nmkfw1HW1EEQ50E6FGoX7yb75km98tmnNDuo+M9mHCWNx9bVf3aA5LOKIubu1Ruo+/QADZ8fPLZsP9hA05oy0q8cSdyo0J289tf51DhzoN53mkZn7PvqfCe6JPYD9cSNCd5JWgMsI9IQJh3S7kUAZtBhCeMeiAY6i4GEabk0flPaOS3JRPwJWRHZjz7RhC7BgNLkfbJWuKJZY1Y8xqz4sPLQUIVw9V8cpGnlUZRGB4Z0C9Y5+Vinh2x6HHM4Djf6TLOX+k7T0NDQ0NDQ0NDQ0NDQCJ1oi+JCt7DR6JN8uOkILh/h+sobbHy/t4o5w7wZPMQ2m/4tOwjiPGx7XpI5TpI9ufcNqgRLa7Vk45Odz61UYO0/JPlzJHpzaMdhUHo8u8q9dw4NStcEXMGQaPEfXjPJEr3HQovdxbsbSll3sJaUeBMXTszvU2GTzQY9d507mpteXd+pnrvp1GIKUmOvk/xnc4fS6nDx3+/202xXzXdG5CRy/8XjybBGZna7EILrZhdx13tbO6WZDDquntE/nR4Vl+TAx5IDn0kcTZAxVlB8kSAht2eeF6v/poqYPTSXwYZ/SpqOwgm/CL5MUpEcWeF2TzXDwFMEyUU9+yw0p0Jj5/E2ACw9HN2oyebkg01HqGiwMTI3kZOLs9Dp+v67Q6R4fa7LCiwKcfOrX5/ruvXiL/WRHIVqb38TmdFc78yVUn7V1ZeEEIXAvlB2IKW8Ey+iPCHEfmAQcJf7O9HEczzThBB6f25xATAHKGm3vN/9+T1wWRj5avQifIbQA5yVLThKGjEN6H3vqLXv7+0giANAQt2H+zAXJffK3xQsjsoWGr442DnBJal9ezeW4WkIfWjP14FJGVS0eBdzDUjUBFzBILpoc3aVHg6Njlbe27OCLZUHyYhL4oJhMxiUFM1HdfeisxhIWTCEmsW7Okm6U84qRJ/gvz+gJ0g+qwikpHHF0WNubsYBiaRdXBxUKFZ/CIMO64w86j/rXD8Ik56EabE1ga27kE6FplVHad5QgXQomIekkDgrD31yzzjdVb24jdZtbRM5nVWt1L69B1eDg+TTgu83kC5Jy9Yq7PvrEBYD8RMyMWb2bL+MzmryKc7UJ/bs/dna1MjO77+hpb6e7CHDGDR2Qq+cJKChoaGhoaGhoaGhoXE8URXFSSkPRDN/Dd+U1DS7hSdGZg7JQB+BgdXqJjvf7q7EoBPMKc7EGkLnlEd0EWp6LKK4JPs/8W0gsfeD2BXFOVwKr6w8yFvrSqlrcTBpYCo/OnEwxSEIlUqWSqSPCImOBji6CvJnh1bOq6YP4rNt3mffa6FTg+P00dnEv6P3eq+lxBs5eXh0BgRKapq5/KnvOVTd5hb2xNI9/O6skfzoxMFR2WdPcM74PAalx/Pf7/azs6yBvOQ4rpw+iJOKY1Psq9MJfnPmCG44eQhbD9eTHGdkZG5SxPdzzawiqpvsPLVsL63u0Di5yRbuvmAsQ7P6/gDt8UiXZPkdCoe/bVtXu0sVpZ30oI7UYd37zKg/2FEQ154970hGXC6Jywy8TI5mybLfKFS1C0i5/UXJiCsEY3/Uc+6pRWcLqjZ7/52FZwX++6RLsmuxZO97kpZKSC6C4kt0FJwY2nlbtquCn7y4loZ2YYaLs608e+1UcpP7X8i7EBkNWEPc1gqMAlZGrjjsbve/T2sLKeV6vLiTCSEyAN+qnf7HbmASqmNcDuBV3iqlvAm46fj1QohfA/e5F0vbt1HbDfTZtLZr5GksldTskJhTBZnj1TBz4eKsqKBp5Up0ZjMJs2ahiwu+nvTqoNQOpTe2SW0umjf6rjaaVh2NWVGc025n/ZIP2P7tUuytLQwYNYbJCy4gNTc/6LxaNlX49HZ01duxH6jDPDi00HSXjziJNWV7vKZdMeKkkPLsr8SPy6Tuo33g6nyy9MlmzIOTo7LfPbVHuOaThylvbhM3PrnpE+6aeQUXF4fYWRGDJEzNwZAVR+PyIzgrWzCkWUiYnhuzYRmFXpByzhAS5w3EWdaELsGIMTvykx8T5w1EaXHSuOIIONVrT59mIe2iYRhSLBHfX6wjnQqVz2zGtqftfnCUNtK8tozM68d1u3jMdrC+gyCuPY1LS0iclYcuPnDRmKvJQeW/N+E40hZdouGLgySdUUjSyZFxxQ+FhMk51H2w12daoEinQsM3pTSvOoqr0YEp34r1pALihoc222vXyu/46NEHcdhaj63LHjyMhbfdSXxSdOpkDQ0NDQ0NDQ0NDQ2N7qI7wqceQwhRANRIKZuOW68DfgF8JqXc3J1l6mvYnQq3vbWJxetK8BgV5SVbePDSCUwfHHqYhL9/tpPHv9qD3T1rM8Gk57azR3JVkIKkmUPSefBT72kmg44phT1s1RICrlZw+ong2VoVmxGXFEVyw/Nr+Hx7m9hsb0UT7208zHPXTmNqUXDnwtU5YmTHdJsk+KhmKicPz+K2s0bwwJKd2F3qNSgEXDF1INfMKgwpz/5KksXIPQvHcvNrG3C2czMz6XX87cJxWIz6qOz3d4s3dxDEgRqu9S8fbmNOcQYjciIvxOopxhWk8OAlE3q6GEGRZDGG9YwIhJtPH84PZw9m7cEa4kx6phSmRUSw3Rsp/YYOgjgPjkbY8LjCyQ9F5z70Rdlq388pqUDZWknhGYGfq01PyQ6COA/bX5JkjpfkTO2Z8154pqByI+z/uOPvzZkGIy4LvEwr/yo5+GlbHlVbYPkdChN+Lhi2MDjRX22znRueX0PTcQKMnWWN3PTKel69fkZQ+QE02520OhTSEkxBb9uLCVfpEWmlyGpAQRVxnQr8JcL59zdWApe6/z8VeDaczLQ2afRxtkpW3SspWSrdAiVJQh5Mv11H2ojQngFSSsr/dh/VL7wADgcAuqQkcv7we5LPPTeovMxDU7yG6gMQZn3Misf8obQ4jok8vOGq76Kx1kO4nA7euucODm3ddGxdzeEStn+7lEvuuIfsoiFB5del4NHhP90fCwZPYXfNYZ7atASXVPPRCx0/GH0KFwwL/nndn9EnmUg5Zwi17+zuIGIURh2pFxdHREDrjduWPddBEAegSMmd373MzLyR5FtjK7RoOJgLkzEX9i4hiz7BiD5E0WogCF2b+M5+qAGdRY9pYFLUrrdYp3ldeQdBnAel0UHdR/vJuHpUt5bHtrPGZ5p0KNj21wcVArv2vT0dBHFqRlD/8X7Mg5MxD+yZPijrzDzs++to2VLVYX3cuAwSpucGnM/xrnq2vXXY9tWRelExCZOygypTQ1UlH/zjPlzu9ysPZXt3seSJRzj/lj8ElR+AYnMinTIm3Sk1NDQ0NDQ0NDQ0NPof3SKKE0JMBu5HDVezAPjouK8MAB4EpBBiKfC/Usrt3VG2aHOouhmnIinK6J4Qj/d+tJ0315Z0WHe4rpXr/ruKL359MtlJwc9+fGNNCX//bFeHdU12F394ezOF6QnMHhZ4qJDJhWmcVJzJ1zs7z2K/ZmZhSAO4rQ4XX+0op9HmYlpRGgPSunc2oyEeEnKh6Yj39OQhsdnB9tm2sg6COA+tDoU/f7CVd38W3Ezp7IkCX9PyhQEyJ4R3HK4/aQgLJxbw2bYynC6FE4sztdCpIXLehHxG5Sbx0sqDHKpupigjgSumDYpaPXW0rpVlu3w7V7yxuoQ/LOjeDleNniE53sjcEb07PJGUknfWH+a11YeobLQxJj+Z62YXMTov8EGnkq99D1pXrAdbrcSc0n3PDn0Xj96u0tujOH27zgHs+7DnRHFCCKbcKhh8jqR0qURxQd4MQdbEwMtTs6OjIK49W/4jKTpLYogLPL+315V2EsR5WLGvmt3ljQzNCswA7VB1M3/5YJv6nFQkxdlWbjq1mLPHBj640otp6OHtOyClrBRCfA/MBOYIITKklJWR3Ec/433gAff/CwlPFPcKMIV+1iZ1VqkTEwzp3eM+ue5h2elZ13QYlt2qcNaLOkzW4J8DNc8/T/Uzz3RYp9TXc/i232EqKiJu7NiA87IUp2IalIT9QH2ntMSTC9CZghenKzYnrTtqkE4Fy5CUbg89p080obMaURodXtONubHZbtr+7dIOgjgP9pZmlr74DBf/4c9B5WcemkLDl4e8pgmTDvOg8EQQN006j8tHnMSXhzYBkpMKxpBr7X0T+2IB6/RcTAMTaVp5FFedDWN2PAlTczGkRcexa3ftETZW7vea5pIK7+xewU8mnB2VfWvEFvoEI3Ejevd9qygutnz9OVu//oKWhnryikcwaf4FpBcE7oDWvMn3q2nr9iqkQ0EYu8/lW3QxQVMYAi+L0uqkxc/va15d1mOiOKEXpC8ahW1vHS1bq0BA3Oj0oESsrbtrvLvqSaj7eD/xEzIR+sCP1+avPu0kiPOwd81KGqursKYFJkh0lDdT9+E+WndUgwRjvpWk0wb1+ntOQ0NDQ0NDQ0NDQ6N3E3VRnBDiQuCldvsaTucBCE/sPAGcCKwQQpwlpfwu2uWLFsv3VPGn97ey9Yja0T44M4HfnjmC00cHboUeLE02J6+uOug9ze7ilZWHuPHUYUHn+8y3+/ymBSOKA3hi0SQeWLKDV1cdor7VSV6yhWtmFfHDOUVBl+3DTUe47a1N1LW43QIEXDSpgLsvGIshiA6AcBBCUHyJYN3DnQfJdSYYekFsiuI+3nzUZ9rGkjpKa1vITwl84CxlqKDgZEHJV52Pw9DzBXHp4R+HzEQzl08dGHY+Hur2Sio2SkxWyJslghIy9HaGZSdyxzmju2Vf1U12pB/DxOqm7nGukC7J4eVQsV5iiIeBpwiSBvWfc64RGW57axOvrGobbN1Z1sj7G47w5NWTAg4/7HL4dxB1ee+Pjhr5swXr/iFRvOzXEA+50wO/T1yt4Gz2nd5a0/PuqemjBOmjQrv3D3/vu/yOJqjYCLnTgsivrtV/em1LQKK42mY7lz6xvEN+O8sa+cmLa3nsionMH9fnhXFbgEZCC6HaCGyNbHEA+BeqKE4P/Bm4IQr76BdIKXcKIb4A5gELhBCzpJRe/DYDYor7s1+0SVu2V1P34T6c5WrFbMyJJ3n+YCzDUqO2T1ut5MBn3utKez0c+EQy7MLg6+DqZ5/znuByUfPCC8T99a8B5yV0goxrRlP3yX6a15YjbS70aRYST8zHOt1nxGOfNK0uo/a9PUibW+SsE1in55J8zuD2IXqjitDrsM7Ko/6TzlGAhVlPwrTYfA7sXOH7Vj64eQO25ibM8YEL+ixDUjAPS8G2q7ZTWuKJBegs4XeBZSekcNmIOWHn48Fe0qC6ViUYift/9s47vq3q7v/v75Vky/Lejp3hOHuTnUAgCYGQsFcYZZQGyigthdLdH4Xnefp0s9rSUsrTUigzzEACgYSQQPYmeznLWXa8t2zp/P64UizbkmzJkmU79/16+WX7nnvPPZLuvbrn3M/5fIaltCkM6UlEZccRde3ATtlXSZ1//XtpXVWntEM5nNTuLMZ+pAItxoxtbEanCZYNegZKKRY9+wf2rf3q7LLigqPsXrWCG37+3/Qe2s5xnkY/zplOUE4VZNZDcMSMSqP8k0Ne59pqcZaAYpWdtY1e45ndOCoj754anZcYdFS0r5hZAGelHXtBVUAi8MozviexKuWksuRMu0Rxjop6il74uplAv+F4FcX/3knat0ZiHRy++08DAwMDAwMDAwMDAwN/hFUUJyJ9gJcAt1f2V8BWL6tuAK4FbgduQI8wWiAiI5RSrUczuzi7T1Zw17/WU+8xwJBfVM0Dr27mlfmTOH9gYCKy9nKyvNan2wjA/sLgTDAOFPoeHDxYFPjAodVi4hdXDOcnc4ZSXe8g3mpGCyKuYN/pSh56fUuzCEingrc2FpCVGMMPLh0ccJ3BMvBaDXulk72vKxpdCZG2LJjwqEZC3+CGkU6W1/L2xgJOVdQxJCue68bmEG8Nne285/vmtdwReLTM5F8ICX3h4IeK+lKwZcKg64VB87qW8MhRr1j7KycnmsYQMccqJv5Io/f0rtXWnkBeeiwJVjMVdY1ey8f0CV9Eiht7pWLlj5yU7m1atvsVxfC7hBHf7LzZzwbdm81HS5sJ4tzYHU4eX7iTL36Y3q6H31kThRNfeb8GJ/QHW3rnXoeik4TR9wpbn2vRJg3O+25ggmFzLMRm645A3kge1L2vsdLG5aKt8pYMTPet4dJEv362hzc2HPMpsHtm6b4eL4qbt9xUtWCm4xXggSA2f3neclM4noS/BvwAOA+4T0Q+VUq9285tp4ehPd2dnwJr0SNp/y0iU5VSvp/guRCRKHQx3dlFnCN90vrD5RS/vEvvILloOFXDmZd2knH/mLBFhFYdB+X9lg+AitaarTZx2u00HPcedwpQn+97EpcvNKuZ5GsGknRlHsruRKymoARs9UcrKH1nX/OH+E5F1eoTmJKtxF+YE3CdwRI/ow+qzkHV6hMoV0yoOS2G5BsHYU4KzrmuoPIM7x1YS3FtBcNT+3Jl3kRsltC54CmH7/ELlMLpr9wHaXcOp/yzo9RsPIWzphFTqv45BCN4DCfOukaKX93dTMCn2cyk3DLUEA6EgcHJOUSbLNT7mH0yKr1f2NvgqLRT9I/tZ4XKABXLjpJ4RR7x0zrvWmHQvTm8bXMzQZybxvp6lr/0Anf89tl21RM9OJn6/NbxqQBR/RLQojtXoGtOsZIwqy8VS1tM9taEpGsGBuQUZ0powz01O5h5NF2INu5XAo0ETsnx7TBoMptJymxfX7Jq9Unv77nSr3XGd5uBgYGBgYGBgYGBQaQIt1Pc94FY9CHi7yml/uptJaVUFbAQWCgid6BH4mQBDwL/G+Y2hpx/rMxvJohz43Aq/rbiYNhEcelxVqJMGnYfYqZAXL886Z0cw8Giah9lwUeVmk0aibbgxSj/WXvEp7DrP2uP8NDFAzvNLQ5g+B0ag25QlOwGsxVShgU+EOFm8faTPPzG1maf5bNL9/Py3ZMCiujzx8yh6Szc5l21MCA9NqhoUs0sjPiWMPwuhaMezNauKX7Y9rxqJogDaKyGtb9yctkAjfjeXbPd3RWrxcS3LujPs8v2tyrLSrBy/bjwPwDY9jfVTBDnZtdLiozzFOljjM/coG0+3u4jJxs4UlzDzhMVjMxp+xrd71LhwHuKisMtCjQYOT8yIs1BN2okDVQc+EBRfVIR30cYeF3gjmoiwpCbhc1Pt/5+NllhwLWBn2vvbznOGxuOUlhRz/DsBOZP68+4vpEZUM+ZJuz8p/d7j6gESB8TWH1XjcnmD5/upaiyvlXZZSOy2n2fteZgsc+y/YVVFFXWkx7fuVF+EeA5dDe2QA4yBXjtn3QUpZRDRG5DF3K5xVW/An6llPL6hE5EsoDHgftatLHLoZTK7eT9bRCRx4H/AQYAW0TkdqXUF762EZGZwB+BcR6Lf6mU8prH2NP6pJUrCpoJ4s7iUFSuLCD1tmFh2W9MOvpZ6OPItQWRoq5FRWFKT8NR5D0KzZIT/L2kmDQkJvjv3qrVJ3y+1qrVxztVFCciJM7tT/z03tiPV6FZzVh6xwXtVvfO/tX8ctWrOFRTn/SvWxfzrznfp39iZkja3H/sBA5t3eS1rNfAIcTEBx5vJxYTSZf3J3FuLqrBGVQcbmdQ+v6BVo52zppGil/ZRdaPJmJKCCC/3qBNkqJjuWnwNF7ZvbxVWd/4dObkjvOyVWgpff9AM0EcoMcdLsonOi+RqO4u1DHoFPat9e2wWXjoIGWnT5GU2XZKSdykLD2+uKTFxBqTkDA7/CJRbyRc0o+ovglUrTvpilWOJe78bKJyAjs3xKQRNy2Hik8Oty6zmoibHFiKi3IqajadpnrTaZxVDUT1iSfuwpyInbMxI1Op+sr7ZAFTUjSWAN+vEdNnsfbdN6ivbj32P+zCi9v9XVyf73sOif1IBarRGZC40cDAwMDAwMDAwMDAIFSEuycyG32I+ANfgriWKKVeARahD6VfG8a2hY1NR0t9lx3xXdZREm0Wn04gZk24eaLvmV/+uH2K78GQ26eELsoyUPJ9CPVAj2Msrenk/DnAYhMyxwupIyRoQVxptZ1H3tzaStxYXG3n+294M7UIjitGZXt16NIEfjxnaIfqFpEuK4hrrFUc/sT7kyvVCPkfdclnz92ehy8ZxEMXDyQ+ukmLPSk3hde+PTmkDojecNQrjn3u+3M9tNj4zHsytXYHr607ynde3cTDb2zhs12ncbbhlOmLBj8RLIBPUXpLzDHCjGc0BlwtmG2AQNoouPA3GjnTInftTD9PmPq4xiXPm5j8Cy3oiNEBV2uMuleweGir4/rAtF8HLjr+f+9v5+E3t7I2v4T8M9V89PVJ5j2/hsV+BIrhJLG/eBf2CYx5QDBFBfb6YqJMvDx/UitHuFlDM/jdjaPbXU9ctO95LiZNsFp6/sOHectNO4FHA9zsUdd2YUEptQu9P3QGvd/1S+CEiDwrIreKyAUiMlNE5ovIu8Ahmgv7XgSeCVf7uhsuMZtb0JYDLBeRjSLyQxG5SkQmi8iVIvIzEdkMfE5zQdxGX4I4YICI/NH9A4xB/zw04LseZY+E6eWFHPuRiqDKOootQ+g1xXuZFgW5c4L7bkm+5RY/ZTcHVWcoaCyq9VnmKK1H+YunCxOazYJ1UDJRfeKDFsQdrypuJYgDOFVTys++9BFlGwQjZlxCau/WYwqaycy0W+/sUN0i0mUFcY4qO7Vfexd5qgYn1RtPdXKLzg1+MukG7hoxC5u5aaLA+dlD+dec7xNlCnOftLqBut0+JjEoqNl4Oqz7N4gszvpGqlYdp/iVXZS8tZe6fcGPDTsb/Y91Otood6PZLGTcPxrbhEzEooFA9IBE0u8ehXVA+N38fWEdnEzaHcPJ/O5YUuYNDlgQ5yZ+em/iL+6DeHwPmDNtpN89ClNCYJOFSt7cS+k7+7EfrqDxTC01Wwop/OvWDn2OHSE6NxHbeemtCzRIujIv4PHomPgErv/pf5GQ7iF4F2Hw1Au5eP59vjdsgfhzFzRr+oCzgYGBgYGBgYGBgYFBBAi3U1x/1++PA9xuCXAF0Hn5lyEkKcaCr1SYpJjwDrQ9cfUICkpr2HC4qWMebdb43Q2jyfMT0eWPb07NZd/pSl5f3xQZZ9KEB2cMYM7IyMVx9Unx7Z6SYDWTZAvvex0uFm474dVpEPQo281HS0PikBNl1nj1nsn8+fP9vLf5OOW1DYzvl8yDMwdyQZjcDLsCdSXg8J4wB0DV8eDEMqXVdqwWEzFd9MFLpBERfjB7CPdNH8CBwiqSbJag3AiDoaEaHK1NmM5SV2KI4noqJdV2bnlhDftONyUjvr/1BJePyuLPt47DFOCg7PQh6by0+rDXsrS4aEYG4OQZnSiMe0QY94g+8zxYIbU37I1OSmvsJNksRJsjc00aeqvGwOsR10AdAAAgAElEQVR0h0azFZIGE/CD+R3Hy/nP2qOtljuciv/+cBezh2d2qiOsm3Hf10gd5iT/I0VNESTmweAbNTLGBvcZDuuVwLIfTGfD4VJOV9QxrFcCAzMCu2e7akw2i3wIBWcOyQi7+LirMG+56ekFMx0AT+LfMU6hC+KeDneblFJrRWSkq023AmnAQ64fXywB/lcp9WW429fdUEo9JiIrgaeBEcB4148vKoAYwAS84Ge93vgWVWZ5lG1z7bvLo9ksOGu855hqtvAOA0z4kcZXP3VSuq9pmTkGJv9CIyYtuGtl2r33Yj+YT8XixU0LLRYyHn6Y2Ck+VHidgDnFSsNx7wnMpoSobuuIsvDAulaCODdbi/LJLztFXlJgTjveiLLGcPMTv2XtO2+wZ/VK7LW19Bk+ksnX30LOkPC4GXYFHGX13p0cXTQW++mw+kApRW1lBRarFUtUj3eHDQqzZuKnk27kwfOu4FD5aVJj4smJS+2UfTurG8CPRtZRZe+Udhh0Po3l9RT9/etmjmw1mwuxTcgk5cbAh71zx05g15etHQ8BkjJ7kZLdu911mRKi9TbcODjkfVLV6MRZ04Bms0Tku1BESJydS/xFvWk4UYVYzUE5u9UdLKN2W1HrgkZF2YcHyXp0QghaGzjJNw0hKi+Rmg2ncVQ3EJUdS9yFvYnuF7jDKkD24KHc86d/cGzXDmory8nsP5CkrMDG/G1j0ls5oJ4tG50W0uPLwMDAwMDAwMDAwMAgEMItinOP8nkfJfaNu7fZLZ/gXT+uN9sKyr2WXRfmmMDEGAsL7j+ftfnFbDpSSmKMhStH9yLJFnz0hqYJv7l+NHdPy+OLvYWYNGH2iKyg41hDxW2T+/LmhqNex5JvmdQXSwAPyj/fc5p/rTpMflE1vZNjuHNqrk/XvXBTXOVHvQMUh3CwNC7azM/mDuNnc3vuA4eWWFP1h3KNPkwd4nMCG6T56OsTPLt0P/sLq7CY9HPjF5cPI7sD50fFEcWhjxV1ZyBxAPSfK0Qn9YzBo9hos1eHwnASnaRHedV6GccESB7cM95bg9b8YcneZoI4N4u3n2LW0OPcML79DwwAZgxO5/wBqaz2ElX5g0sHExXkYH+oBocbHU6eWbqf/6w7QllNA/HRZuZN6MOP5wzBaul8cZzZKgHHiXryyQ7fLimnKurYcqyMibkpwe+gA/SbrdFvdujqExEm9Q/+tVw2IpOrx2S3ikXPSrDy2JXnznc8nBXGfQp8B7gT8Hz6VQW8DPw1nA5xLVFKnQZuF5FfArcAFwPDgVSgESgE9gPLgIVKqd2d1bbuiFLqMxEZBVwCXAdMAfLQP+ty4BSwCfgM+AAoAGIJvE/arbGNzaDiM+9TtWxjQxN96QtrsjDreY3CTVCyRxGdDH1mCJbY4L/vxGIh56knSb3vPqpXrUKio4i/9FIsGUHksYaQ2Cm9qN3u3fErdkpg/cm9a75i26eLKCs8RUp2b8bOuZIB4yeHopkBc6au0m95cV0leXRcFAe6Q83Mu+5l5l33hqS+7oAp2QomAR8uxOY0a0D17Vj+Ges/WEDpyROYLBaGTJnG9DvuxpYYfL/LfqKKmk0usUVOPLHjM9C66cTDlsRHxTA6PbdT92lOtiIxZlStd7GyxYhO7bGUL8pvHVGK7g4YMzyVmOGBCTMHT76AzQM/4NSBfc0LRJh2651BO4SGqk+qGpyULzlM9YZTqHoHms1M7OReJFzSF4nAhCbNaiY6L/hrYe0O79/xoLvFNpyqxpLVORM+PRFNiJvUi7hJoRu7Fk2j78j2u5W3xDY2k9odxdTtKWm23JRiJXFObgdbZ+ANETkMeEb83KiUeqed2w4Ddnks+rdS6q4Qtesu4F+uf6cqpdZ6Wac3UK6Uqmyx/DD6a1qilJoTiva46n0CeNz1by+llGHL200Rkd8CP/FY9LZSal4A228D3Be7eqVUYDfe/uu2Au6nTs8qpR72so4F6KeUOtBiuefrSlZK+c6kDqxNQwH3GNMjSqlnPMreAG5GPxdD9sBGRO4H/ub6d6xSKqj4K9FvaoYopfaEqm3hRkTKAM9Z85copZa1c9upwGqPRV6PoQ607WGaJnkO8/a+ikgeUKCUsrdY7n5dbyqlfNv4B96mZ4Dvu/6NUUrVuZYnAW7nn98ppX4awn1uRU+HWKeUCnqGpYhkAI1KqZI2Vw6s3pC0z8DAoDXhFsUdQX/gMx54PYDtRrl+d8v8gG9M7svKfUUs21PYbLnbhaszmJKXypS80M54HZgRF7BzSTgZmZPIb68fzS8X7qCuoWnK7ZwRWTw6u/2zLV/8Mp9fLWp69ni8rJZ1h0rYe2ogP5g9JKRtbg8jc3w7DWkCw7ODm/VnoGO2CrlzhQPvtn4AoVkg76r2DwR+sPV4s0jbBodi0dcn2XasjEUPXUhiEM6Q+YucbHpKNc0iXwZ7Xldc9HuNlKGGeCsYRBOG3CRsfa71Z262wYCrI/++vru5gH+vPszh4hpyU23cOTU3YMGWQXOUUnyw9bjP8ve3Bi6KExH+eddE/vL5Ad7aeIziajsjcxK5/6I85o6KnHOqm5+9u50FmwrO/l9Z38g/Vx3iaEkNL34zMjPYO0JjGzG3De2Mqz0XEBGeufk8Lh+VxQdbT1BV38iUvFRundSXlNjgJ0Z0V1yCtwcXzHT8BL0vEg9UArvmLTeFRBillHoJeCnAbfKBX7t+gt3vE8ATAW5zGP/OeRFHKTUjwPUVuujts7bWFRGffVKllM/3RUR+BfwcOKKU6u9rva5K/EU51B0ow36o+WSt6EFJxF2QHfb9iwiZEyBzQmgPPeuQwViHdB1DeeuAJBKvzKP840PNBE62sRnEz+jT7npWvfUqa99pOjwrzxRx5OstTL99PhOuuj6kbW4PI1NbR5q6iTZZGJgU+fue7owp1oJtdDo1WwpblUmURuyE9gsOt322mKUv/vXs/46GBnZ9uZzThw5y+2+ewRwV+H1A5ZcFlC86dPb/2q1FVK44Rvq3R2HJ7HzxR09ALBpx52dTuay1C7JmMxM7MTQi02BRSlG9/hTV607iKKvHnG4jblo2tlFeIhoN2o3T7qB2p4/YXKBmS2HAojiT2cyNv/gVa999g50rllFXVUn24KFMvvYm+o+NfJ+v+I091Hm8ZmdNI5XLj+Eoryflps4fY+0wbfRJlQ9x87mImITUO4ZTu72Imq/PoBocWAclEzsxCy0m3I+gDFxcC7RLFAfcEM6G+EJENOBB4H/RhUn+Z2IYGLTNHBGJVkr5d5oARGQgTYK4TkdEpqA72L8G/DZS7egOuMR8f0cX9N0f4eZ0hGvRJ8C2h4hclwFExIyekPA4kA0YNtY+cIk15wN/QJ/0HFJRnIGBQfgId49kDXqszXwR+b1SqvWIXwtEJBm4B91l7qswty8sWEwa/7hzAsv2FPLJjlM4lWLm0AzmjswKyL3MoG1umtiH2SMyWbLzFNX1DqbkpQYkGiuvbeCPn+71WvbcFwf5xuR+ZCWGbLJIu5g1LJPBmXFe3Y2uOS8n4g59PYHR9wl1xYqCFU3LLHEw8Scace10ilNK8ezS/V7LCkprWbDxGPdcmBdQu2qLFJufVq1iVRoqYf1vnMz5txHNGiyDbtRoqHWy901FY7W+LL4fTPihhi0zsjqBPy7Zy1+WN00O21ZQzqMLtpF/poofXTY0gi3r3jQ4FDV2h8/yitqGoOq1Wkz88LIh/PCyrjWgf6ykhnc2F3gtW7r7NDuOl/sVXXdFZg5J5/kVB72WJdksIYkS70lomjBnZK+IRtt3NVwCuPWRbodBxDkn+6RiMZF+zyhqd52hblcJCMQMT8U6PNWIrwox8dNysJ2XTu3OYlSjE+ugZCwZtnZvX1lyhnXvvem1bNVbrzJy5myscZ07Oe3y/hN4busiCqpaiznmDb6AZGvXmSzXXUm6dgDOmgbq9paeXabFWki5ZQim+PYJ2ZwOB2veecNrWXHBUfasXsnIGZcE1K6GwhrKFx9qtdxZ1UDpO/vJ+M55AdVn0ETCrL7Q6KRq9QmUa2KnpVcsyfMGY4qNrAtf2cKDVK85efZ/+5EKSo5U4Li8nviLjMlawaLsDp+OkADOOu/OgW0RbbMx/fb5TL99frBNCwv2E1XNBHGe1GwpJGFWX8yp3WtM0zokhep13g2lTInRWHoZQmFPxCTYzsvAdl5knXzPYa4QEbNSqj0Xl86fdaHzDeBPEdq3Qc8kDt1FflE71o3UcY+IRAOrAOMBcftYCuTQ5HLXXbkG+F47170unA1pg/sxhJrt5QrgxUg3wsDAIHDCLYr7B/rDhETgUxGZp5TyriIBRKQ/8AaQgf4A4p9hbl/Y0DTh0uGZXDo8uGiaWruD/YWVJMVE0Te1/QPq5yJJtihunuh7Jrs/VuwrauYy54nDqfhs1ynumJrbgdYFjkkTXrl7Mj96+2u+3F+EUhBl0rh+XA5PXD2iU9vSUzFFCVOfMFFxWHFmu8ISL2RPBVN0+x8Qnq6oJ/9Mtc/ytfnFAYviji5TKB8ansqjULJbkTLMeIgZLMPv0Bh8o6J0n+4Qlzwo8u/l6Yo6n6Kfv6/I586puWQmdJ4wt+yAwmGHpIH6edKdiTJrjOmTxLZj3t3mJ0QodjNcrD9U4ncS+9r84m4nipucl8olwzJZuru1cfAPLh0ckUhYAwODbsk52ycVk2AblR6004+zvpHGolq0WAvm5M6dKNTdMMVFETc5OFHywY3rUU7vfdJGez2Htm1i2AXTO9K8gIk2W3hpzsP87KuX2XBKP12sJgvzBk/jx5MiNoG9R6FFm0n71kjsJ6qwH6vEFGvBOjQFMbf/OVnJiQKqS31PTD+2Y1vAoriaLYX6lc8L9qOVNBTVYEk3xqiCQTQhcW5/4mf0oeFkFRJjIaoLCGoaimqoXnvSa1nFZ0eInZSFZu0clyelFA0nqlEOJ1E5cRGJ2wwlprgozOkxNBbVei2P7tezkiDqW7jTNkPp5d1OFDc0hei8ROrzW7w2gYQ5ucZEA4OuQhGQDiQD02nDlUhEcoGx6NOynYT/GaEnfvellMrtpHYY9Azcx/61BCaKswOdHasg+BHEueIhQxYR2R5cMZghi8IMMd3dYtR9bPYRkfFKqU3+VhaR84A8InNsQtvX5pDF67YHV3xwV73JCuuxqZQyZqEZGISJcJ+8G0TkX8C30CNRd4rIUuBL9GjVWsAG9AWmArMBC/oQ3AKl1PJwtq8ropTiT8sO8OJX+VS6ZgxOzE3mN9eP7lLRpT0FPXnJN2245IeNzAQrL8+fREFpDacr6uifFndOxp+Fm4RcISE3uHsrq0VDBHwdQraowC+v9jYM4+srAq4S5VQcW6448pmioQrSRgkDrxNsGV31njK8mGOE9DGhqat0v+L0BoVmgd4XSVCOc1/sLfQZEdnoVHyxtzBo0W8gFG1VbHrGSeUR/f+oRBh+hzDohu79EOJ7Mwfy7Vc2tjpPE6xm7jo/NyJtChex0f6vOfGd9CAr1Pz1tnG8sPIgb2w4RmFFPcOyE7jvojwu7wJxtQYGBt0Do08aOMqpKF9ymOo1J3WXGyB6YBLJ1w/CnGKI40KNUv7jwH0J5sJN7/g0Xpn7A45WFHGmtoIBSVkkRkdewNPTiMqOIyo7uLEeS7T/89FiDVx84qzx76bsrA3c2Uo5FDVbCqnZVoiyO4kekEjc1Ox2O+L1NLQYM9F5oXmuVH+kgvr8ciRKwzYqHVNC4O9p3e4Sn0JI1eCkbn8ZtlFpHWxp29TuKaHsw4M4iusA0OItJM7OjXi0bEeJv7gvpW+2TqjQ4izEBimm7qpo0f4nLUkbfdauiGhC2rdGULH8GDUbT+OobiCqTzzxM/oQM7RnTbQz6NZsAYYDvWlfVJ9bGPQlMIHuLz4xOHdZCNwNXCUimvLTsRKRHGAS+l3PMmBu5zTR4BzlS/RozST067JfURxN1+XP0J3IDAwMDAxCTGfc8D4AZAKXu/Z3mevHG25FwcfAN8PftK7HX784yNNL9zVbtuFwKd/4x1o+e2Q6ibbIRir0NKYNTCPKrGFvbH2/rAlcPDSydu+9k230TjZmYXdFkmxRXDQonRX7iryWXz0mO+A6U4cLvkajNQskDw6sPqUU6/5XcezzpjqLdyryFylmPKWRNPDcFMZ1FGejYt2vFAUrmt7Xr59XDL9LGH5HYCIyEf+fgXTChJjKY4ovf+bEUde0zF4OW/+isMQ6yZ0TvDCu+pSiPB+sKZAytPOPt0uGZ/KXW8fx5Kd7zzo7Tuqfwi+vHE6flJ51bZ0xJJ0km4UyLw8yrRaNy0Z0z4dJUWaN7148iO9ePCjSTTEwMOjeGH3SACj/5BBVK483W1Z/oIyiF7eT9cg4xHDqDCl5YyewXDSv4jiT2UzumHERaFUTfRPS6ZsQnNugQXhJzMik16AhnNzfWnADMHRa4A6DUX0TfEYFSrQJS2Zg99DKoSh+ZRd1e5oc7exHKqjecIr0+8ZgSeterlFdBdXgoPg/u5vF75YvOkTiFf2JvyAnsMra6Ka10WUNCfbjVRS/sqtZ1KizUo/s1WwWYkakBl330YoiDpSdoFdsCsNS+4SiuQEROzYDHIqKz4/iKKkDgegBSSRdPaDHCUNjRqRR9sHBs/HAnkiMmZihyRFoVccRi4nE2bkkzs6NdFMMDHyhgPeB79K+qD63+OIddFGcgUF35T10UVwm+gS3VX7WvQ79rmc1cCL8TTM4x2kAPgJuRxfFPdbG+p7XZUMUZ2BgYBAGwm4Bo5SyK6WuRL/4b0G/8fD1sxe4Vyl1hVKqPtxt62rUNzp48ct8r2WFlfUs2HSsk1vU80mNi+Y7MwZ4Lbtzam6PE00YhJbHrxpOenx0q+XXjc1h1rDABZW9pkCi98OR/lcI1uTARqNPraWZIM5NQyVsfa7jjhMN1YqjS53kL3JSfTJCtooRYM9rzQVxAMoJO/+pOLU+sPdh5pAMLCbvn6vFJMzsBGHugfdUM0GcJ3veCO5zbaxTrP0fJ4tvc7LqF06WPeDk03scVBzp/OPkitG9WPbodL788UzW/2IWb903tdvFiLYHq8XEb68f3ep40gT+55qRJNl61gOXYLFXKerLz53rlYGBgY7RJ20/zrpGqtd4j9FzlNRRs837hBCD4EnMyGLs3Ku8lk28Zh62hJ5332IQOi6550GscfGtlp932ZX0Hjoi4Ppso9Mxp3p3oIs7PxstQKen2q+Lmgni3DgrGyhffCjg9rWqp6aB6s2nqd5wisbyc+eSXb7kSDNBHABORflH+dQfDcxiPmZ4qk9hnESZiB4U/rSkqi8LmgniPKlcEdxYaKW9lgeXPc9l7zzOd5Y9z3ULf83NH/2OgsozHWlqUMROyCTrhxPI+vFEev1iMun3jMKS0fPGG7UYM0nXDmz9tMEkpNwwyBDVuyivr6a8vjrSzTDoJBbMdMQtmOmYvGCm4xLX73BFAb3n+t1HRMb7WklEstDFQwp418c6d4mIcv1M8VPXYdc6n7TVOBGZISIK+JfH4kOu7V8Kps6OICJDReQlETkmIvWu36/5e+88tr1KRN4VkROubQtFZImI3Ckifp+3iki2iPy3iKwWkdMiYheRMhHZKSJ/FpGBLdbvJSIO13vyVBt13+fxuY0RkRdcfztExK81qYi4P4uX23r9bSEiN3u04+o21n3dtV6hiARj4LIGOO36+9o21vUUHflqj9Wj7c/4We+3Huu1eaMkIqfQHerd/Ma1bZ3HOgHVGQpE5A3X/sp8lJtE5F4RWSUilSJSLSKbReQhV9kTru33tLGfviLyN9f5Xec6d94VkYu8rLvWda3IdC3yPK47PONbRJa76ioQP24FIpIqIg2udX8T5O7c1+WRIuLjqR+IyCBgBLqQ7kM/6z3s8V4M9bNemWudN9pqoIhc63q/n/ZYXNryHAikzlAgIkker/W3PtbpKyJ/EZGDHtfid0Vksqv8lGv7h9vY17Ui8qmIFItIjYjsEZFfi0hqi/XOc71X73ks3uLax/sdfc0e+9nqqnNtqOo0MDDQ6TRrZKXUa8Br0mRTmwmkADXoNy4blVL7O6s9XZGjxTWU+omq2FZQ3omtOXd4+JLB9Eu18dKqw+QXVdM7xcYdU/px66TOn0Fq0L3IS4/j4+9fyGvrjrLuUDHx0RauHZvDZSMy23QA84aYhIv+oLH5aScnVulCK7MNBlwljPx24PUdW+5b+FG0FepKFNaU4KZ9H1rsZMufPcRUmqL/XGH8I4L4EHn1FA5+6Pt9Pfihk6xJ7R/oTY+P5nsXD+Kpz/a1KvvuzEFeRZehpmSv79dTeUQXuJmtgX2mm59SrQSZ5Qdh5Q+dzP2Phim6c48RETknRM5zRmbx8fcv4tV1RzhYVE3flBi+Makfw7MTIt20iFO6X/H1804KtwAKUobCyHs0Msf37OuVgYFBc4w+ads0nK7x6vDixn6sktgJ3dN9tCsz85vfJrV3H7YuWUR54WmSe+Uwbu5VDL/o4kg3zaCLk5Gbx51/+DPbPv2Yk/v3YI1PYMT0i8kbOzGo+sSikfbt0ZS9t5+6faWgdIenuPOzSZjVN+D6ar72LaSt21OM0+5AiwpOKFP51XHKPzkMbud/DeLOzyHxiv5B9ce7C8rhpHqjdzc/FFSvO0V03/bf/5tTY4i7IIeqr463Kku8rF/AQshgsB+vCqrMHz9e+S+WH9vebNm2osPc/emfWXTdLzFrnSvQEk3OiQjy2PGZWLLjqF53ksaSOixpMcRO6dUjRYCBsvn0QZ7c9B6bTh8EYHzmAB4dfx3jMn0+JzfoxiyY6RgBPAjcAXgK4aoWzHS8Ajw3b7lpZwh3uRIoQe/b+IvquxZdurpWKXW8J39f+uEW4HeA5+zR3sCtwI0icodS6s2WG4mIDXiV1uKrdGC26+d+EblWKVXoZfvbgBeBll8Gia6f4cC3ReQGpdQiAKXUSRFZDsxyte1RpZSvgdybXb93KaW2icirwLfRP+95wJ+8bSQiU4Fc17+v+qg7EBYClUC8a78Lfew3BnDPDFqglGoMYl9O4APgXnSXxB/52Fcq4BZgvYv+Xhv4wfX5vI9+XHsy1vVzA7CuHVVdCjwOxHos64Xu3HeNiDyklHqu4y1uN68CM4Ac4Hx8uwveQJN+4rUg9/UJuhgyBv268aSffYEe6+tVoGjQHBE5Hz3dwbPTk45+XF0tIg+2oxpNRP4JfKvF8iHAz4BviMgMpdThEDTZwMCgC9Bpojg3SqnjNFfSGrhIskWhCTh93NamxhouL+HiurG9uW5s70g345zl0JlqXllzhD2nKshKtHLrpL5MzE2JdLPaRVpcNA/NGgSEJtrPmiyc/98m6ssUdaUQmwXmmOAGKBrr/bshOYKcSF+8S7HxSaV3O9044dAiRWwWDLs9tAMq2wvKqaxvYFROIvHWyEZIOx2KOj8Ty2tO+y7zxUOzBjEwI45/rz7MkeIa+qXa+Ob5uVw+yu8kvpBh9ZNgYo4FU4BfPbVnFEe9OBTqZXD0c11AaRAeBmbE8fhVgbuC9GSqjitWPOKkwWMyfske+PKnTmY8pZE2yjgeDQzONYw+qW80m/8hAi02svdiPZnRs+YwetacSDfjnKXhdDVVa07SWFSDKdlK3OReRPVp7cDWFYlPSWPaLXeErD5zUjRp3xqJo9KOs6YBc4o1aIcnfyJbnOiCtiBEcXX7Sin/qEXSghOqvjqOOdVK3NTsgOv0hVKKhoIqnHYHUX3igxbxhQpnnQNV5/BZ7ijzYQPuh6Qr87Bkx1K97hSO0jrMGTbipuUQM7RzxmW0OAsU1XotM8UF/r2TX36qlSDOzZGKQpYf286l/c4LuF6D9hHVK5aoawe2veI5xJ6SAuYveZY6R9Nk+E2nDzJ/ybO8fsWPIhLtaxA+Fsx0PIIufvA22BAHPADcv2Cm49F5y01Pe1knYJRSjSLyIfBN/Ef1temWFSY2ogtprgb+y7XsCvQYy9aWsuHlaaAaeAr4FF2kdj1wD2AB/i4iS5VSxS22ewu9zQpdJLMAvf1ZwE3AbegufItE5AKllN29oYhMBF5GF6gdAp4FdgB1QH/0CNAZQDTwooj08RCJvYYuiusDTAZauQeJSCZNoi+3gGclcBToiy4E9CqKQxcDgj5JbKmPddqNUqrW5Zp0B7o4JdqHA/sVNAmlghUdgd6vvxcYJCIjlFLexKbXACZgk1LqcATEoLPQX6tbRPYndNfEjkf5hI9XaBLEfQ78BTgJnAf8HP148+kk6cHvATvwZ3QXNAXMBR5GPx+eEpGPlVLuG/s70N+rpUAq8Dbwv66yUNj9vg08hy6KnYdvUdxNrt87lFLebyrbQClVIyKfoh9//kRxkbouAyxHvzbfBvzQtewidGFrl4wJEJFcYAn692kd+jX9Y/Tr9w3A/cBfafv8muj6OYD+ffA1ukD6UdfyfujH/ZWu9feiv1czXeuDfm3dCxiORgYG3YBOF8UZ+CY9Pprpg9NZvtf7d82N4w3RlkHXQSkVktnXX+4v4p5/b6S+seke5d3Nx/np3KHcP/3cnS0ZnSREd9AoO3O8cHyld3FSXG+wBWnycfB95fOW8sAHiqG3hebY2HSklB+/vY2DRbqSxRZlYv4F/Xl09uCIzfzXTEJcH6jykeCSkBtcuy4f1avTRHAt6T9X48Qq7x9o7mxBtMBeU8URUL6f0VDuPSW8TTYdKeHdzceprGtkYm4y143rTVwnuBYYdH/2vaWaCeLcqEbY/R8nF/7OiPExMDAwcGNJtxHVNx770crWhQKx4zJbLzcwiBCh6pPW7jhD8et7POIby6nZdJqkawcSNzky9+hdAVN8FKb4jk3OjB6YRP0B74YHlt5xaLbghLZVa074LQuVKK5ufyml7x/AUawLzcRqIn5GHxJmRE7AosWY0eItOCu9J02Yg3Tkih2XGTVM6IsAACAASURBVLFrfOyELOyHvMe+2sYH3qb9pb6PD4B9pceDEsXVHSij9usinHYH1rwkYs5Lj7hI0qB78MLXS5oJ4tzUORr4x/ZPeWrG3RFolUE4cAni/MZcuhDgqQUzHYRKGIfu6vRNXFF9SqmDzXYokowuvIJOFl8opaqArSLiefHdFSEHnhrgIqXUZo9lH4tIEbo7UCK6COLf7kIRuYMmQdytXpzkPhSRz1zbTAC+R3MBzGPoAqAzwDSllOcX1SrgPyLyGrpALQtdbPSVq/wddIFHNLqIx1uk3g3ooi9wCcyUUspV50+BKSLSVyl11HMjETHRJP55Syl/I7oB8Sq6uCkBXVjlLRLSvd/DwOoO7OtzoMK1r2sBb6K4SIqOUErtFBFPh8CTSqmtkWhLexCRi2lyL/s38C0Ph8K1IvI2+vE5pB3VOYDLlVLLPJYtFZEj6OJQtzjtdwBu534RcYtCi0P5XimlykRkMfqxcoOIPNLSfVFEMmi6VnZEsAn6dfka4HwRSVdKNXv4LyJ90K8ZDte6nYpSqhz92jzDY/F2pVRXdqz7PbogrgG4TCm10qPscxH5Al3E7DfO2sV64FKl1NmOiIi8C2wAxgBzRSRZKVWqlKpFf69yPbbf25XPZQMDg+a056IQEkTPGL9BRP4tIrtdGdR1rlznDa7s51YZ4ucav7puFH29RLz96LIhjMxJjECLIkP5IcWmp50sf8jB2v9xUrjVv+OVQeex+Wgpd/5zPQN+vpihj33Mo29t40SZ9xm9beFwKn7y9tfNBHFufv/JHo6V1HS0uec0/S4V4r0l3AiM+JYE/QCp8rjv87HuDE2Rqh3gZHktd/1z/VlBHECN3cFflh/g7yuDVFWFiME3eH/fRINB10XOcepkeS2Lt59k1YEzOHxZjnoh+wJhkJfXlDoCRt4T+OuxpXes3Bu/XrybG/62hlfXHWXhthM89sFO5jyzkoJS4xph0Db+7iEKjW6rgcE5hdEnbR/J8wZjSmghhBFIunoA5rSYyDQqAtiPV1Hy9j4Kn99GyVt7qT/qXbBh0PkUblV88YiDt2c5ee9yBxv/6KSuJLgxA9XgpPTd/R6COHcBlH14EEeV3fuGBu0iblIWpqTo1gUaJFzaL+h6G8/4HoNoPBOCDinQUFRD8cu7zgriAFSdg4pPDlO1/mRI9hEMoglx5/sQ/ZkkpC55gVJeeIp9a7/i2K7tKGf7zU9s4zK8it+iByaRMDPw2N5Mm/8Zhlk2P3bpPih9dz9nXtxO9fpT1G4tovTd/RT+ZYtxjTBoFxtO7QuqzKB74YpM9eUE5IsnXduFgiXogi9oHfEJukubBdiilDoUon12R/7UQhDn5gWPv1vGa37f9ft9b9GqAEqpl9HjD0F3AwRARDT0WNsy4KUWgjhPPOvN8ai3HFjk+vdGH9u6o1PXtvhs/+NuBk0iNE9mAu4v4FBEp7pZCrgjZOe1LBSRWHSRIcAbfiJh28TlyLfY9W+r415E4oFLXP9GRBTXDXFHT54BHmz5+SilzqBH87aHV1oI4tz8H7oQDDo/ztYtdOuN7u7YErfIVAGvd3BfH6K/Tg39GtyS69HPz5Wu99XADy7Bovs6+FwLQRwASqkFtF/M+JCnIM61fQPwkutfDRgaXGsNDAy6Gp1isSIic4C/oVv1nl3s+p2BnvU8DnhARNYCd7acyXKukJMUw5KHL2LhtuNsPlJGks3CdeNyGJqV0PbGPYQTqxVrnnDiPDuBTnHsc8Woe4Wht3aajtPAC5uOlHLrP9Zid4nY6hqcvLO5gDUHz7Dwe9NIi/My2O2HDYdLOFHufcDaqeCjr0/ywIxz1y2uo5hjhBnPaGz/h34OOeohaRAMv1MjZ1rw4q24HKFkl/e+qjUVTFavRQHx2rqjVNY3ei37v68Occ+0/phNkbkeDLhGo/aMk71vqrPXqagEGPuQkDKs80VxjQ4nj32wg7c2FpwVw2UnWnnypvOYOiC1XXWc912Nfpcqji1XNNbrLoPZU0FMgb+e+L5C2mg483XrMi0K+s0OrM61+cW84EUIWVBayxMLd/HiNycE3EaD0KOUovKI/nd8PyLm5ugNsx+zDEtwRhoGBgbdEKNP2n4s6TYyHx1PzZZC7AVVmOKisI3PwJJ+7lw0a7YUUrJg71l3ZPvhCmq2FJ7zzmFdgVMbFF/9zHnWmbixFg4tUhR9rbjkbxqW2MDuQer2leKs8d7voFFRu7PY+Mw7gGazkH7/GCqWHKZmexE0KqL6xpNwST+sgwMXJrkxp8bQ6CNu05wagg4pULX6hM/416oVBcRNitxxET+9D86qBqrWnjwr6NTiLCRfPwhLkE5xHaHRbmfJ88+yd/WXKKW/Z0mZvbj8oR/Sa2DbJiIiQsq8wcROyqJ2+xmUw0nM0BSiBycH1a84LyOPIck57C093qosPiqGOf3HBVRf7c5iqtefarW8sbCW8sWHSLmpPUYpBuFGORWNhTVgki53z2KzWKHWhxuiJTTXLIMuwYN4j0z1hwDfoUmEEjSu2MolwHV4j+qLqFtWF+JTbwtdsZqN6M9Mz+aHi0gaMN717+dt1L0EPSpzgIj0VkoVKP2LcZqrLn+D2Z5fNC0fsryK/vn1FZEpSqmzbnEi0stdPy2EIC6Hsq3okZe3AH9sUa87OvWgUmodIUIp5RCRN9Ed87xFqF4JuC/UHXXiAj1C9RZgvPt9b7GvaPQYTEOF3AYiYqFJRPieUspL9gYopb4Ukf3AoDaq9HW+VYvISXRhWoq3dcLIhzS5C95Ea6dCt4B0TUfdLJVSxSKyEl2Aei26GNAT47ocGHNo+p59xc96/wd8o426ytCd4ryx3+Pvzj4+DQwMwkTYRXEua+F/oitq3RereuA4+syVOPSZD+7MhKnARhGZoZTaFu72dUViokzcPLEvN08MfDZkRyk/pIs8EgfoMYGdjbNRselJT0FcEzteVPS9WGHL7DoP2s81nv5s31lBnCcnyut4ec0RfnDp4IDqq7X7d+Susft4OGHQbqzJwsQfC+Mf1c9ts7Xj58/Aa4SjS5U+V6YFA64O3oHOk50nfDtxFFXWU1hZT3ZS5JxKRt6tMehGRdFWMEVBxngwRUXm2vSHT/fy+vrmea4nyuu4+98bWPbodHoltu99Sh4iJA8JzWuY9DONlT92NouZNVlh8i80opMC28e7mwt8ln2+5zRlNXaSbB2LdTLoGCfWKLb91UmV66OK6wNjHtDInto1vq/7zhJK93gX8va5uGu00cDAILwYfdLA0aLNxE3pfLchpRQNp2pAKSxZsQHHuIcCp91B6fsHzgrimhoHZR/mEzMyDVNscJGPBh1nx/81CeI8qToGhxYrBs8L7JhRDf77pKo+VClS5y7mpGhSbh5C8o2DwelELB2Pm4yb2ou6PSXey6aERqzWcMLrM0AAGovrcNY3okV3ylzjVogmJF01gPgZfag/XI4WZSJ6QBJijszEsc9f+jt7Vq1otqzs9Ene/fXjzP/TP4iJi29XPdH9EojuF5pJwU/PvId7lvyZE9VNx0mcxcqfZt5LbIAipJrNp32XfX2G5OsHRey9N9Cp2VZE+SeHcJTqmgtzpo2kqwZgHejfNbCzuCJvAn/duthnmUH3Z8FMRxx6XGQw3LlgpuMn85abqkLQlPfQRXHNovpczlyzXeuc6+IL3wONeh/RTPPnpmM8/v6ziPy5nfvp33JfLoEcIpIADEQXFI0AJgIXeqza8ktlEVCOHu3aMkL1Rtf6Dpq7zbn5D7oobrxnrK6IRNEkyAmFMK0lr6GL4hJpHaHqFh3tUEptD8G+Pkb/7KLRoyqf8ygzREeB0Q9dLAbgzVHRkw20LYpr63yDTjLvcaOUqhOR99DjpptFqIpIFuBODwjVefEeuijuEhGJdQsNRSQdXdCqXOsYtM1o1+9GwIslw1k2tKOuE35cKj1FvJHp8BkYGIScsPbYRaQv8Dy61aigf4lMBeKUUgOVUqOVUnlAPPqNkVs1nggsdN2sG3QChZsVS+5y8Ol8J0vvc7LoFieHFrc/6iBUFG2FOu/jmignHFthxKi2B3uVYvuLThbf5uDDGx2s+7WTisMde+8cTsWqg74dfFfsKwq4zrF9k4j2M3A4Na99LlfeKKm2U+XDaexcRDNJSARxAKkjhPE/kOaOcAK5c4Rht4VmH+l+XAejzBqJMZF/EBmdKPSeLvSaKhETxNU1OHht3VGvZTV2RyuxXGcRmyVc9i+NqU9oDLtdGPuQcOWbwTkUltV4UUm7cCqorDPO80hyZrti9WNNgjjQH0qvfszJmR1d4zt7wNVCxtjWyxP6w/A7DVGcgUFPx+iTdh9qdxdz+o8bKXx2M4V/2sKp32+gZlvgfYyOUrenxLcQqtFJ3a7izm1QN8VRZadsUT4nf7eek79eR8nb+2gs9h152R7sFYrSvb7LT60P/N4jKjfR78hY9IDgBRWOKjvONiaCnUuISUIiiAOwDkkh8fL+YPa4lxOIOz+bWF/RogFiivfd5xSrKWSvpSOY4qOwjUrHOiQlYqKs2qpKdq30bpxTV13FrhXeErPCT15iFp/c8F/8cfp87h89hyemfoMvbvo1U7MDT0By1vrpczY6UcZ5HlFq95ZQ8saes4I4gMbTNZx5aSf2k77FrZ3J/JGXMjott9Xy0Wm5zB95aec3yCAcjECfaBMMcYQuPvAjdLFAy6i+ywErsEsptSdE++quVLZjHc/BomAfUDS7iRSRHBF5VkSOoAvcNgFvAI+hux/5nNXscllzi7paRqi6o1OXKaUKac1rNE33ucVj+VyPNoYyOhUAl5ud23n9bISqiMShH4/utoViX5Xoka3gEaEqIlb01wmGKK69eObZt9Xx9Xa8tSTQ862zcB/zLSNU3SLTRuCtEO3rfddvK/q57uZa177W+IlVNmiO+/isUEr5vEF3XRO8R5Q10Z5jEyJzfBoYGISBcCtcH0K/mVPAA0qpF7yt5Mp9XwosFZH/Qr8R7O3a/jdhbuM5T/khxZc/c+K0Ny2rOwMb/6CwxCp6T++8a35jG19Tjo6NoZ8TNNYqvnjYSblH2NPRzxQnVilmPK2RPDi4z1MAi6Zhd3gXS0YHEWWZZIti/rT+/O2L1slUU/JSOH9gWsB1Ltt9mic/3ceukxVoAjOHZPDzK4YxID3YcQkDb+RdqdF7un5cOeohY7wQ3zt014qbJvbhzY3eBV1Xju5FbIRm5Hc1TpbX+RWF7TvV3nv70KOZhN7T6fB3yPh+yXy6y/vM/KwEa0QdA32x43g5f/n8AKsOnMEaZeKKUb343sUDSQ0wYro7sPcN724tyqGXpf2qCzwsjBIu/L3Gsc8VBSsUTgf0mizkzhHMMeG7x2msUxxcqChYrnDY9VjiQfMEW3ro9lle28DCbSc4XV7HkKx45ozMwhKhaGkDgy6M0SftBtQfraD4ld264t2Fo6yekjf2oNnMWAcFH7MYKL7iEt0YIqe2cdY0UPT81zSeaerA12w8Td2uYtIfGBN0rJ2Y0TumPrRvWhDmweakaGInZlG9rnU0onV4KlE5gfcja7YVUbHsqB7jpwkxw1NIvCIPc7IRkRdK4i/qjW1cBnW7S1BOhXVwckjfY9vELGp3eH8WGDs+MyJOll2R8lMncTT4nsh05pj3SVydQZTJzJV5EzteT78E6vPLvZaZM2LQbJGftNeS+iMVVC4/Rv2hcrRoEzFjM0iY2QfN2vPGUiq/OOb9e6HRSdWXBV0i3jbOYuWVuT9gYf46lh7RTYgv6TeGq/MmE20O3/FTZa/l1T0r+PTwFhzKyUW9R3Dn8ItJiwmNIyNATUU5e1atpKa8jMy8AQyYMBlNi/w4QARonyVm+LYHQClVKiJfoMcfekb1hcMt61wZfPA8oB+guUubPw65/xCRC9EFi54n32lgF7rb0SqghCZhlzdeA+ajR6hOVkqtE5Ec4HyP8lYopU6KyOfox8TNwP+6itzRqZuUUn6mnXSI14H/hx6hGuXqc1+NLg5SrvJQ8R5wBTBdRJKUUmXAZUAssD9EjnRuevKx79mj6smv83P0yOIsdNGmO0LV7WK41O202VGUUsdEZCMwAf267L4Oh8vFsCd/bu7jsye/RgMDgzAR7p7w5eg3Nx/5evjQEqXU4yIyA90u+EaMBxBhZ/87qpkgzpM9rzvpPb3zOrJpo0Cz4DU+FSBjnDHo2Bb5i1QzQZybxho9aubC3wX3eWqacNnILD7c5n3SwuWjsoKq98eXDSHZZuGfXx3mVEUdcdFmbhiXw4/nBD57d/neQr798sazz9KcCpbtKWRbQRmLH7qQjATjIUQoiYrXRSXhYHy/ZH48Zwh/WLIXTxPjkTkJ/PLKUE2e7P6kxUURZda8xhoD5CR3PcFYoNw0oQ//99UhCivrW5U9MGMApi72MGrrsTJueWENda4H6pX1jby0+jAr9xfx/oMXkGDteg9MOkLxbt9lJX7KOhvNLPSbLfSb3fa6ocBRr1jxqJOSXU3LyvMVR5YqZv5JC4mIeMW+Ih58dXMzV9Q+KTG8Mn8yuWmGsZWBgQdGn7QbUPXl8WaCuLMoqFxR0KmiuOi8RL/Cq64SxdaVqVx1opkgzo2zppGKpUdJvTXwvh6AxSZkTYRT672X9wlyMkbSNQMxJURTteYEzqoGxGomdlImiZfmBlxXzbZCSl73eK7oVNTuKMZeUEXmQ2O7pHimO2OKiyJ2YnBjEW0RMySF+Bm9qfyieepTVG4CCbNzw7LP7khcSioiGq5EuFYkpKV3cotCT9yUXlSvO4mzpvWEtISZfSPQIv/UHSjjzL92gEP/InPUO6haUUD9/lIyHhjTJVwOQ4n9qO/JgPZjkZso2JJos4V5g6cxb/C0Ttlfpb2W2xc/yd7S42eX7Skp4MOD63n9ih+RFdvxe6t961bx8V+eotHeNF6T2rsvN/z8v4lPDXyiczenowdbKA/W99AFUJe4XK8baHLmao/4wvMu2N/NVUiEfN2AUo+/y5VSWwPZWERs6LGmCegOcY8B7ymlClqsN6ONqpYDJ4BsdBHPOvS+qqA7Ir3rZ9tX0Y+JUSIyCDgKXOkqC0d0qud+/x9NEaof0eQat0YpdTiE+1qI7ohnQT/eX0OPEob2i46MY7+5O1xbF/LgY54ijFLKISJvAt9HP48eEZFewAWuVUJ9XryHLoq7QkTMgA242FXm79z1pM3jU0QEXQjaU3Efn/EeQttWuK67xsNgAwODZoRbTdvP9ft9v2u1xm1dOjCEbTHwQcke3xEjpfvAd6x26IlOFAbd6P1+M2sSpI3qWuKHUNHY0MDxvbs5nX+gw+/3idW+tz+1QX9QHyw/mj2EjPjWTkfj+iZxy6TgBgJFhHsvGsDqn17M5scuZfNjl/Jf14wMygnsmaX7vT5LO1Nl5+U1R4Jqn0Hk+M6MgXz+6AwevmQQd0/rzwt3jOeDB6eRZAvCAqKHEm+1cNVo7/FAJk24ZWKfTm5R6EmOjeKNe6dw/oCmfnZ6fDSPXzWcb56fG7mG+eDJT/eeFcR5kl9Uzes+om67M9F+JphHhW7yebcjf5FqJohzU18KO17seDx9eW0D3/nPplYx4cdKavne61s6XL+BQQ/D6JN2A/w9tLYXdO4DbXOyldhJ3kU2MWPSsWT2zDHmhvo6ju/ZRdGRQ22v3AZ1u30n7XQ0fnb0/ZrXe4zMCdDn4iBd0TUhYVZfev18Mr3+32SyH5tM0uV5iCWwITOlFBWfeb/fc5TVU73Ru/uxQdclcU5/Mh8ZR/zFfYiblkPat0aQft9otOieJSrqCHEpqeSNn+S1zGQ2M2LGJZ3cotBjSowm7Z5RRPVLaLYs+YZB2MZmRLBl3in/5NBZQZwnDSeqqd7SnqSz7oUW61tsfC4LkV/ZtbyZIM7NyepSntu6uMP1V5UUs/hPf2gmiAMoLjjKJ397psP1d0N2AlVBbluF7hgWKt5HF09YgUvRhRcJwEGl1LZ2bO850OBVVCAi8TR3PevJeH42fu1HReQyEXlERK51xYSCLj7r5fr7u0qpP7cUxLnwO4irdPX5m65/r3L9dgvMPnLFBfriHcA9Y+VKYDq6cMaJHuEaFlxRve5Bqqtc74k7PjKkoiOXq9dXrn+vFhETTcK/9ori2jz2XfQOsHndib2AW2g0po11zwtzW8KN+xjsLSJjgRvQNRO16CK2UOKuLxmYhi7cjEJ3ajzczjrac3xm07Nd1L52/TYBI/2s192PTQMDgzAQbqe4WvSLc2t7F/+4b+A6/tTQoE2i/Ux0j4rXRUudyahvC9Zk3cGu5jRY4iHvcmHE/J4piNvyyYeseft1aisrAEjulc2s+d+h3+iu973dN9XGR9+bxr9WH2blviKsFj0W8BuT+2Lt4ExTTRNSYoMXO9XaHWw7VuazfG1+xx6+BINSisojoBQk5Hb+udQT6J8Wy8OXDI50M7o0j189nGMlNaw/XHJ2WZRJ41fXjWRQZs+YuJaXHsdr357C6Yo6Kusa6Jca2yUjIusbHXx14IzP8mW7C7lv+oB21/fV/jP8feVBth8vJzU2ipsm9GH+tP5d6rX3u0zY/oJ3sXXuZefuNe/4St8C9ONfgXIoxBT8+7Nw2wmqfcT3bT9ezo7j5YzMSQy6fgODHobRJ+0GaHEWHGXePyJ/D7vDRdI1AzElRVO1+iTOSjtarIXYyVkkzOp6jkChYN37C9iw8G3qq6sB3eVl9n3fI3vwsAi3rDWJ/YVL/q5x4F1F4RaF2QZ9Zwn95wqauWP3HqIJprjg+6TOSrtXhzw39fnlxF/Uuc/QlFPpMa5CjxV0hhtLZiyJs433zh+z7/se75ac4XT+gbPLzFHRzH3wkR7hFAcQlR1HxgNjaCyrR9kdmNNiumSErqPKTkOBb11O3e4S4ib18lnektpdxVR+eZzG09WYEnRnxtip2V3qtceOy9QjVL1gG9/1RIudxadHfE+W+vTwZv7ngts6VP/OFctwNLZ2TwQ4un0r5YWnSMwIj5NnV2TeclPVgpmOV9DjNQPl5XnLTcEK6lqhlDohIuuByehRlXWuovYKgzwH2H3d/M4iOOFF57kvhAil1FER2Q8MAm4VkceUUtUt1xMRDfgL+qSqOsD9Beg5EOhvFuPNHn/7em77KvAIMFhELgCmupb7FZgppSpFZKFrH1fSNHFsuVLKeyxQ6HgVGIsuAlqG3jdvBN4Kw77eAy4C5gIz0Z3MjiilNrZnY5d7WBUQh49jX0RiaHITC4RucewrpepFZBn6e3iNiHxfKdWqgyMio4BR4WxKGOvWd6DUehE5gH7OXoF+zAD8f/bOOzyO6nzb95ntu+rdkizLcrfl3rCNMTZgmukQCCVAgIQQIASSQAghkAJJfpQ0PmoglAAOHQyY6gq2ce/dlmXJVrN6WW073x+zsiRrV9JWSdbc16VL2jkzZ17NTjvnPOd5P5JShu2e7N3XTiHEbmAE6n255QEZSOrUE+/Nvu4nZwUXYd84P4HFqLEK1BTQG/ysd3UEY+grx0pDQ+MEIi2KW4tqizuXwJT/LTMuwpnnXcMPg88RlK33M6B9bvQ7OYQQDL9CMOxyiasB9BZCGjiOJOsPVfH00v2sO1RJvMXApROz+dFpeViM3ROI7VyxhK9ferbdsqqjR3j/r7/n2j//jeTswAddMmcKyjf6/j4zpoLOFNqxTIszc+85I7k3iPSmkcSgE52mkbQG4TwXCkfXSDY/5aHO2y9ny4Txtypkze6d53J/wV4p2fuO5OgaiWJQUywNuUigt/Td7yXObOB/t87g2/0VrC+oIs5iYMG4ASTHdHR17Oukx5lJj0Aa5LpCSV0RxGRCXG7w54JAoAiB24/jpxJAd+EHm4q5a+Gm4+mDqxudPPrpLtYWVPLC9Z1OTI0qwy8XlG2UlK5tvzxjGgy7rO9eV6Hi8T02AID0qGLpUI5OaY290/KSGrsmitPQaEVrk/YBbJPTqfYziG+bkh7laLzOYXNziJ0zEOlwI4y6XiUAaEvZRsnuNz1U7gJTvNqGH365QDF0L96Nny1i5Rsvt1t2rKiQdx55kOv/7yniUgMXFJhHJeM80mGsUC0bHXqWHVuGYPxtve/7EAZdp6l3hTG6Exsat5ZT82kB7kr1vUGfaiHhgiGYh0cvHbFGR1zVdupXHqF5XzXCqGAZn0rMtAEBOxP2Jqxx8VzzyJMc2ryBo/v3YI2LZ8SM0zDHxHS9cR9DnxCZdrazpAFXlR19igVDqjX4irqajBnAs6x+9RGq399//LOn0UX1RwdwFNWTdOWIYCMMO7HzBtJcUIOjoLbdcsvYFGxT+o8o60RcHt+TqACcnZR1l7rKzicf1x2r6FeiOC9PAbcSWHNfAv8vArG8hyqKO59W16fuii+2tfn7FiHEa1LK4yeNECIVeDTIuNrOgulLivN/AX9HFbI8J4T4Qdtj4uURWl3GX20jqmk7e/YcVFfBdgghfon6XbXgc5aGlHJ9G2HNP1GFidVAd+wfX0MVxc1GFfhBqzt6JHkT+Cuqu9p93mVfep3dws37wJOoLoZ/9i7rbmrKFrYBpwBnCCGGSSn3thR4U1P+H6rbV6A4aRXz9PZz/ylUUVwa8AQniH29aZmfj3AMLfeKSB+r14EHUa+NEW2WRYL3UK+BC2lNPRuIKK7tvfnHQogPZZu0Y0KILODhIGM78d7s332kB5FSFgghPkYV994hhHhbSrmm7TreVNQ/jmAYffU5pqHR74m0SuTvwNnA9UKI/0gpv+lqAyHESOBm1BeEpyMcX5/naE0Tx+odDE6xBZVuEmDgGYLS9VCwuH3PbXI+jLk+sI7mZXvK+ffKg+wpqWNAgpmrp+VwxZTg0vcJITD04v6z5XvKuenltTi9KQmqG508+eUevtlXwX9vmd4tJ5/vPnjb53KX08GGTz7krB/dHnBceecLChZLava3X663TFfdnwAAIABJREFUQP5NfbeTtSv0OoXzxw7gvY0dUwMAXDTed4rJSFC5U/LNAx5kG1FEwxFY9ZCH0x5XSJvQ+wZw+gMNJZIld3hoatMVUbVLcnip5PQnlT4tjAOYOSSFmUNSejqMPkVztWTNnzyUtpkvmDoepv9WwZIc+Plg1CvMHZHGlzt9p8Y6Z0z3OoRdbg+PfrILX9q6L3eW8c2+CmYNDf273lZcw6urDrGvvJ7MBAvXTM/hlLzABqoVg2D2nxWOroEj36gBZ84SDJhOrxUPRIOMaYJj232PiKdNImQnmxEZ/l0ghei8XEOjH6K1SSNMcf0xqu0N5CVkYNEH57Jlmz6A5v3VNG1rP8BqGp5I7OzAnLWatldQ/+0RXOVN6JLMxMwYgHV8cE4xQhEIc3Qn1wRC0TLJqt97jvsZOmph63OS8s2SUx9VunSqlh4Paz/03Q/vaGpi0xefcNrVNwQcV8zMTJo2l3dwTVOseuLOPDnd9gAUix7ziCTsuyp9llsnRM+xyL6visrXd7UT6LnKm6h4eTtpPxmPMVt7V+gJnGWNlD+7GU9Da2eBo7COpm3HSL0pH6Hvu302QghyJ0wmd8Lkng6lT+GqaabyjV3tBF3mEYkkfm8EuiCcUnU2A8bcuA4CsRYs+d1rR3ocbmoWH/JZ1rixjJhZmWG5jzQX1tKw6iiuY03oky3YZgzAlBNYRkbFqCP1lnE07TiGfXclQiew5KdgGprQrzM2nJo1mn3VR32WnZY9JuT6U3Ny/Zbp9HqSsoIbD+jLXLFEt/2tue57UEUk3eWeK5boOoikwsB7qKKglpePw6iThbpESnlICLEK1YVsFvCJEOKfQBXqxKG7UVN9HgQGBxhX2w6z+4QQ/wAapJThTB8bCf4fqmhmJqoD0TDvMdmDmq7weuAi77qlwANttv0EVURhAh4RQqQBX6A6mg8HbkB1N2tLZzfC11GFLxO9n9+VUnbHFX0xqkAvBfX7sxO4YCxgpJTFQohlqJPUWmL2KzoSQphpTfW6W0rZbWcGr2Bmo3c/LS8kgYiOAN5AFcUZgK+EEH9AFSNlowptzgAOAHmBVCql9AghylGvyau9bmwuKeXKLjaNOlLKj4UQH6Gm6b1VCJELPAMcBUYD9wJtv5dIOGeVojoanieEOA/1/rNRStn5LOHA+S+qKK4lFWcV8Km/lYUQd6EKLwF+LqUMJF94iyiuxT1ym5RyTwDbb0FN5zwaVbT4rhDiOdQsBzNR782pwCFa3SC7S9t78wNCiH8DdVLK3QHWEw3uRr2f2ICvhRCPA5+jioTPB35Ge+1LuM/PtsfqHiGEE7BLKbf420BDQ6N3ENHeFinlYtRZAHrgUyHELUIIvz3KQogFwBLUm9nLUso3IhlfX6a4uonr/r2GmX/+mgX/XMm0P33Jo5/uxO0J/P4uhGDqvQpz/6Ew9BJB3gLBzD8ozP1bYCKR19cUcv2L37F8TzkltXY2Flbzy7e38OAH27reuA/yyCc7jwvi2vJdQSWfbivpcnu3y0nFYd8dTAClB/f7LesMvUVw+t8URl4jsGWCOQlyzhLMe0ohcfjJ3Rl07zkjyUnqOKP2zFHpXDQheqK43QvbC+JakB7Y/YaWgaun2P6SbCeIa6FqN+z/UHM97o98+2B7QRxA+Wb45v7gr9NfnTOCeEvHwYtx2fFcObV7g8DbjtRSUuu/jf/FDt+iu0BYtOUIFz/1DQvXHWb9oSo+2nyEq55bzfPLDwRcl1AEmTMEU36hMOUXCpkzREQEcR6PpMlPytDexpCLBDYfWYkUI+TfGPrr99ljMhiYZPFdNjqDgT6ehRoa/RWtTRo5DtaUct2nT3DGWw9w2UePMmfhfTy16WOkH8fUzhCKIPna0aTcnI9txgBs0zNIvnEMKTeOCUgkUrfsMMde3Unz/hrctQ4cBbVUvrGbms8KAo6ptyM9ks3PeHwm+C1ZQwcXV1801dVSV+HfpKEsyDapzmYg9dZxxMzOQpdgQokzYp2STtptE0JzQOoDJCzIQ4nrKA61TkzDPCopanHULS3y3f3vltSt8D2RTCPy1Hx6sJ0grgXHwRoaN5T1QEQaPYmUkmMvbe8gYLPvrqLy9Z1B15twfp5PZ0rj4HisY7sninMU1CLt/u2vm3b6Fv8GQsPaEsqf3kzjxjIchXU0biyj/OnNNKztuk/1RIROYB2bQtLlw0m8ZBjmYYkREcRJj8TTR9qkN445k1RLR/dwm8HMT8afF3L9o2afjjU+wU/ZPKxx/dO5/IoluidRB+y7eiGWwN3e9cOOV2jRVmj2rgzsJf1HtDqczQc+AlaiikGyUIUdnwcR2lqg5YF3LfAdqtimVyOldKE6Ey3xLpoKvAKsRhWWtQjiDgPzpZRlbbYtBu5C/c6NwK9QRXErgRdRBXEu4Je0HpvOhGAnCsq65Wrl/R8Wtln0sZSypjvbhoG2MTahioMiRdu6jwLfBrj9M7Se2wOB57x1/A9VELccuDPI2D72/s5DPZdWCCGiN2gVGNcAq7x/n4PqwrcGeAn1/FwEtEw47I4oM1BajlWS9+9vgUnh3on3Xrm+zaJ3pJQOf+uHyFqgbUMsIMGm9x7+Q6DlxfFiVNHtCuAvqO5zt6PelwJlRZt6b/XG+n9B1BNxvO6NlwH1gBX4LWr8y1Dvrwqq0LGFcJ+f21CFhwCXoF4Xr4V5HxoaGhEgLKI4IcTX/n6AaagWzTF41eRCiPeEEE8IIf4ohHhMCPGmEOIA8AGQDpQDx4QQfw1HfCcbzS431zy/mhV7K467yDQ43Dy77ACPfhJ8p0nKWMHEOxUm36OQdaoIKGVpk8PNo5/63vcrqw6xr6wu6Lh6I4crG9lV4v9/+rIbggWd3oDZ5t8KzxoffOeBMUYw9maF8/6r44J3dEy/XyF+8MktiAPIiDfz0R2ncv95I5k9LIX5o9P55/cn8ux1k9F3w7kvXBzr5DLsrEwjshQt99/3U7RUE8X1Nyp3Sir8JMSr2gNlm4I7J4anx/Lh7bO4ZnoOg5KtjMyI5Rfzh/P6Lad0O7V2V3oyJcTOfbvTzW/f34bLh5D+L4t3UdaJIK8naHS4+P1HO5jw+88Z9eBi5j22lDe/K+zpsDrFFC+Y+w+FwecL9DYQehhwCsz9m0LymNCfx0a9wqs/nM7YNilShVDdCB/73viQ69foGiHEDUII6f25oZvbTBVC/J8Q4lshRIUQwiGEqBZC7BZC/FcI8X0hRKc2W0KIh9rs9/Ru7je3zTb/6c420UYIsbQlxm6ub/Ier9eFEDuFEHVCCI8QolkIUSuEOCSEWNuNNmnLcTkcTJu0zfexNNRj0NeodzRxw+K/sbbkeDYZah1N/HPjIp7Z7HdidZeYhyaSeNFQEi8ZhmVEUkAD2p5GJzVf+H4+1C07jKsmEn31PUfNAWjsRDfQ4uDaGQaLBb3RfyrAUAa0dTFGEs7PY8B908i8fzpJlw9Hn+Jb0H0yoU+xkH7nROLmD8I0LAFLfjLJ144i8XvDo+pY5Djsv7+iszKNyCGdbr8uggCN23zM4NI4qWneW42zxHeq6eb9NTiO+E4r3hXGgbGk3T4R6+R0dElmDANsxJ83mNQfBuBG2MXtKtTbmcfuovrD/R1lQxKqP9qPpxNBXk/gaXRS9f4+jjy0iiMPfkvJk+tp3NS7hazptgTeOP8XXDz0FKx6E0adnrMGTeD18+5hRFJWyPUbzRYuf+CPpAxsNaMRisKo2XOZ98NIZi3r/XiFbmNR3cVOvJDrvcvHRkoQ14a24qBAxRfbUN2IHgP2oooKSlHbSnOllH8JJiBvStGzga9R3Y0a8ZMqtLchpaxCFUVdgXocjqC2MetQBSS/Acb6cguSUj4DzEMVF5YDbu9221DPh3FSyseApd5NFngd03zFsQ9VTAiq6GuJr/X80PY8iEbq1BbeplWY8lGb1LKRoO15/16AYlC8gqhzgVtQhVh1tH7Hd6B+j74f3l1zB6oTfQnquVOE6kDX65BS1qGm2v0pqsiqBvV6XY8qmrqozerBHo/OeAT4E6rQ1IF6rqdHYD/Q/lqIVOrUFlHb+20WBepiiDdV6GjU9MkHUY9NCfAWMEtKGVSmAyllBar4cQXq91mP6m7ZK5FSfkbrc/Yg6v2lAvVeM4X294Gwnp9SSifqsVqMKiRsAnSiP9sTa2j0EUQws7g7VCKEh8hYpCKl7N4IchuEEEVZWVlZRUVFkQipx3lvYxE/X7jZZ5nZoLDm12cSbw3cYj8Uluwq48b/+J+K/suzR/DTuUOjGFHnNNdIFB0YYoJ7ThVXNzHrz1/7Lb9oQiZ/v2qi3/IWlr76b9Yv8j0x5sK772fY9JlBxafRs3zxIzfVe32XxWTBua8FfFsLCY9LUrpWPe+TRgvicvrn+9nbZ7l9OvgBJAyFs56P7vei0bMc/NjDusf8v7pMuF0w7LKeSV/k9khO++sSiqubfJa/+aNTAk5z2pavdpZy08vr/JY/dMFobpgVaAaMyCCl5KrnVrPmYMcBxPvOHcmtc4b42Kp/sa24hpIaO8PTY8lJ7l3uO9nZ2RQXFxdLKXtlJ18oeIVwL3k/3iil/E8n6w5H7fic142qDwB3SCk/8VPXQ8DvvB/nSimXdiPWXNROIlCdz27oRhxRxSsqmwMgpez0RUUIcR3qLFgffow+6cz+s+2N3u96/tqkbb6PZVLK008oO6nbpK/tWMof1yz0WRZvtLLsykcxB5lKNVgaN5VR+ab/7B4JFw8h5pTeMxG/0l6HUWcgxuBzvKtLqvdJvrjF/+k95GLBpJ91/S7z2TN/Z9uSL3yWXfHbP5GTr4mt+yJH/7oWd6XviQ6G7BjSb++6vyKcONxOVhTtoNbRyOT0oeTEpUZ1/70BT7ObI7/zb1Ziyosn9UfjohiRRk9Tt7yImk8O+i1P/N5wbJMiNf7bOdLp4eija/A0+u5ESbtzIsZM/xN9u6JhYxlVC/0/s3vyfz8R6fJQ9vRmnMUdNRwJlwwlZnp3X0lPXo7u201jTQ2pgwYTl9K77u893SZ9a647BlXAEIsqrNlxxRJdJAVBGhp+aZP6sQrIiKAjVsgIId4CBkspp/R0LBq+EULsAEahOlFe1tPxRAshRDKqAOsWKeULPR2PRkeEEKehOseB6t7pu8OjFyKE2AyMA1ZJKTWBgIZGGPGbNiYI+qfKogfYVFjtt8zu9LCrpJbpIQyWB4OnC3FlOMSX4aB0nWTrCx6qdgMC0ifDuFsVEoYEdvpmJVgYkxnH9iO1Psvnj87oVj2zrriGkn17KN61vd3yCWcv0ARxfZjc+YJNe32f87nnRPdWWbZRsuaPHuzH9SSSrNkw7X4Fvbl/3bYzpsLRVX7KpvWvY6EBllRBZ3p+tbxn0CmCB84fxe1vbOyQFv28sRkhCeIAmpydp3tpcvaeNM/L9pT7FMQBPLVkH9fPyO22A9/JSn5WPPlZ/TM1TV9ACHEm6kxQm3fRbtQZnN+hzhC3AMOBS1HT0uQBHwohrtPSdrbHO+vyKeAn3kUe1JmZHwH7gc9aVj1hU4XuTeDSXgYCYEuF/0H8Gkcjh2rLGJEU3bHHLpucvaNJyleHNvP3jR+xp6oYRQhOy87n3qmXMTg+sMH/+CFgy4SGI77Ls07t3ik959qbKD90kNID+9otn37JlZogrg9jm5RG7Ze+nRNtk6MrNFlyeCv3r3iFqmZVAyAQXDhkGn+YdS1GXTi7JXs3ikmHcVAcjkO++5HMIxKjHJFGT6OL71w8rovrOYMOYVCIP3cwVe/u7fD8tE3NCEkQByC7SEEqe1GbtGlbhU9BHEDtl4XYpmQElG3lZGTA0BE9HUKvxSuA+67LFTU0osO13t9v9GZBnJfRgJZzpwcQQvwDVcj7pZTSp6OgN+3rMO9HP7lYTlpGe38X9GQQ/REhRB6qS94e4P95U6n6Yk6bv7dFPLDw0jJrsnel8tHQOAkIS++TlLJnrFT6KYm2zjtNkmOi7zh9Sl4yMSY99c2+ZxCeObrnZ/eVb5KsuM+DbOl3kVC6Dpb+3MNZzyrYBgTWgfGb80Zxw3/W4nC176iZNTSZs8d07/81mM1c+btHObhpPQWbN6AzGBg58zTS83qPq55G4Ay5WFC6UXL0hEngaZNh+Pei11Fmr5SsvN+D+4TXp+IVsOlfkim/6F+ddmOuVyjb2PF4WFJg2GX961hoqKJoa4bvtGPmZMicEf2Y2nLu2AG8GWviueUH2FZcQ3KMkSsmD+TaUwZ1vXEXTB+cjEEncLp9qwNmD0sJeR/hYuVe/2mk6uwuNh2uZsaQyEwEKKmxU1zdyMAkK2mxwbn4aPRvhBD5qGlVrKgpDX4OPCulPHEUcAnwrBDiDFSr/wTgeSHESinl4WjG3Mt5iFZB3A7gOinlhjblx9ukQggTaqqNe7yLFkkpLzyxwjbpWjs4vWl0TqLJ/2C4QJDQSXmkMA9LAJ0AX883AeaRSVGP6USWHN7K7V8/i/QqDDxSsvTwVrZVHOK9C+8n1dp9kbMQggm3KXz7uzZtXC+Zp0LapO7VY46J4eo/Ps7+dWso3L4Fo9nMqFNPJyUnt9uxaPQ+Yudk03yghuYDNe2Wm8ckY5sWPVejQ7Vl/GzJczjcrX1FEskH+9eQbInlV1P7jakEAPFnD6L839s63Kf0yeaofi8avQPL6BQU2wE8Dc4OZfoUC6YhPTvxxTY1A12CifqVxTiPNqDEm4iZmoF1auh9vOahCep0BF9NUuEt7yXY9/mfnO6pc+AsbQhZJOgPV7Udd40DfYoFnS26WWE0NDROLoQQVwOTvR+f68lYukIIcQuq8Oh3Xa2rERHigOuBi4QQn3lTax7HO2Hxr7TqCz6Kcnw9hhAiBvgDasrSZV2srhF+ylEnFJ8HxKCmOW6HVzh3h/fjOinl0eiFFxpCCD2tKZVLezIWDY2Tkf4zJfMk4rJJ2fzjq714fHQcjB+YwNC02KjHZDPpuWf+cB7+aEeHsismZzMyIy7qMZ3Ijlc7DhYAOOtgz9uSiXcEJoqZOTSFd38yk2eW7Wf9oSrizAYumZTFjbNy0eu6rxMVikLepKnkTZoa0P41ei+KXjDrjwqla6F4hURKyJwpGHAKCCV64quDn8gOArAWDn0uGfdjiTE2evE0NLt4b2MxW4tUgc/lk7PJS43egGniCMHcvylsf8VDyXeg6CF7jmDMDQJzUmjHobyumWMNzeQkWbEatUdrX0DoBDMfVlhxn4fmqtblxjiY+XsFxdDzQsmpuUlMzQ3/AH5qrInrZ+TywsqOLj/njMnoVa5jXbnARcIlrrrRwa/f3cpn20vwSNArggXjBvDHS8YSY9Kub43u4e0kfAlVECeBy6SUizrbRkr5lRDicuBLVGe5B/HRwdMbEEIUAIOAh6WUD0Vhf+OBB7wf9wCzpZS+bSQBKWUz8AshRBpwHXCBEGKWlPKbSMfaX7hk2Axe3vG1z7KZmSNJt0V/MFsXYyRu7kCf7lgxs7LQJ/a8wPlfGxcdF8S1paKpljd2L+fOiRcEVF/mLMHpf1PY8z8PlbvAFK86Uw+5WKDehrqHotMxbPpMza38JEIYdKTcPBb7zkqadh5DKAJLfgqmYQkBnRuhsnD3inaCuLa8tecb7px4QVRTLdc2N/L+/tXsqSwmzZrApcNmkh0bvUwLprwEUm8ZS+1XhTTvr0EYFKzjU4k7axCKJbT3THdtM55GF/pkC8KgzV3uCwiDQvJ1o6h4eQeyqfU6UWKNJF0zKqrXqj/MwxIxDwu/i6E+2YJ1cjqN6zqO91knp6NPtoR9n8HS1fUUievNXeeg6u092PdUqS0JncA2KZ2EC/MQhv7tlK7RvxBCDEUVPgSLQ0rZccCqnyCEeATIAJKB872LP5VSbvazfgwQqltDYWdt9a4QQthQRUf/klK+HWIsfRZvis6BIVazR0rZGMR2L6OK4hKBNUKIv6G6wblQsxvcBJzmXfdFKeX6EOPsFkKIQd6YgsUjpdwSYhiXAGOBi6WUHWc19BOEECNQM18ES5OUcnegG0kp64QQ7wBXAjcLIZKA14Ei1AnG04HbgVTU7BJ3+KsrnAghdKjnRbCcjSq0PBO1HxkgKteVhkZ/QhvZ64MMTLLy+4vyefCDbe2EcWmxJh67fFyPxXXjrMEMiLfw4sqD7C6tY0C8maun53Dt9NBdbcJB+abOyoLLpZOfFc+/ru7mFHyNPkNDs4vdpXXEWwwMCVK0JYQgY1rPpuWs850tBwCPExpLwRglDe2B8nqueWENR2taVXrPLNvPwxflc10YnK+6S+IIwal/Cl8HYlmdnd+8t42vdpbikRBr0nPtjEH8Yv4IdFEUQEaC8rpm3vyukA2FVSRajVw2OZtZQ8PnIHZ4qaTgUw/2KkgcLhh2mSB+cHSPWeJwwXmvKxQtldQVQcwAGDhPoLf07e+uO/zm/FFkxJt5ceVBjtTYSbIZuXpaDneeMazrjaPIgnGZ/PPrfT7LcpKsjM8Ov4DvllfWsbagVSnp8kje33SEWruLF2/QBOwa3eZiYIr372e7EsS14BXGfQqcC1wuhPhpH0hrEg1+T6sT3A8C6GS/D/g+arv3GkATxYWJkUnZ3DP5Yh5f/3675VkxyTw885oeigrizhyEPsVC/TdHcFY0oU8yE3PKAGxTM3osphbqnXa2H/P/gv7d0b0wMfB6U/IFKfnaAPnJhsfuwlnaiC7GELQ4RCgCy5hkLGOiJ/o6kYM1/ie41zmaqGiqi5oobeexw9z0+T+otLemQXxuy2Iemf0DLhwyPSoxAJhy40m9KZQxk/a4Ku1Uvb+P5r2qeEax6omZlUXsvIG9QlQVCq6aZhrWHMVZXI8SY8Q2NR1Tbnje/6VH0ripjMYNZXiaXBhzYomdlYU+JbpiLFNuPAPum0rT5gpcVXb0qRasY1P7hbAx8dJh6JPM1K86iqfOgRJrJGbGAGJPD1UDEF6s41JpWOXbZMSQacOQavVZFizSI6n49zacJQ2tC92ShrUlSKebpKtGhnV/Ghq9nBdonwYvUA4BueEJpU+SAtzY5nMlqmDEH1NQnexD4UbgP8FuLKVsEELkn+hO1g+5Ang6xDpmAKsD3UhKuUQI8RtUcWIe8A8/q75JlERHXv6CKoYKlmZaU1MGy2vAx6EIP08SFgLjQ9h+MzAhyG1vB4ag3q8u9f6cSANwo5Qy4PM/SGKBjWGsrxJ4NYz1aWhooIniokbdYcnuhZLS9RK9WR10H3558APv154yiBlDknl7fREVdc3kZ8Vz6aQsYs09a6V+Tn4G5+T3/ICDL/RWcNb7Kes9ExA1ehApJU9+uZcXVx48ngp4/MAE/nrZOEZkRN+BMVRsnWRfEXqwpEYvll++vaWdIA7AI+F3H2xj9tAUclNs0QsmTDjdHq55fg17y1pvLHXNLp5euh+Hy8NvF4wOqX57pWTfe5KS7ySKQXW1y1sQHcHW7pI6rn5+NccaWnUY724s5uZTB/NAiP8XwPonPRz4sFWMXL1XcugLyamPKKRPju7Ajd4syD2nbw8WBYMQgptn53HTqYNpdLixGHQovVDIOSIjlh/PyePZZQfaLTfpFf50SX7YB/rWFVS2E8S15etdZewqqe0V7rca3ePxKxfEAGNQOyfqgO33LFzk520w7PzY+9uDmsYzEJ5HTSj1EWp7rV+L4oQQWbTOav9cSrmmu9tKKY8IIV4DnMA7kYivL+EsaaBuWRHNB2tQzHqsE9OImZkZ9MD7LePO5rTsfD7Yv5rq5gbGpw7mgrxpWA2mMEceGNYJaVgnpPVoDL4wKnoMih6nx7drlq2Hj5tG70B6JDWfHqRh9VGk0wOAcXAcSZcNj7pYJxxkx/ifVGPVm0i2RK+d/avlL7UTxAG4pIffrHyNmZmjSLH0vXc8j8NN+fNbcFc1ty5rdFH7xSGQkrgzQ5uA5qpppv6b4naudrapGQh95AVbzYW1VLy4DWlvTfnQuL6UuLMGEXdGTkh1SympXLibps3lx5c5i+tp3FBGyk35mHKiey4oJj22ab2zLzWSCEUQNy+H2LkDkQ4Pwqj0SiGnaXA8tmkZNHxX0m65MOlIuChUQ6WO2HdXthfEtaFxczlxZ+f2CvdbDQ2NPsEqVMGIEfgWuEdKeaDzTXoeTRDX80gpHxFCLAZuQ3WFG4jav3UE1cHqJSnlZz0YYo8gpZSogiWNHkJKWSGEmAH8ALgKVVyXCFQDh4GPgReklId6LsqgaEZ1Y1wN/EJKqaVP1dAIM5ooLgpU75cs/ZkHZ5v27PYXJUe+lZz+pILeHFyDf0hqDPeeo80O6y458wT7P/TtCJdzRu/rdNGIPv/6eh//+Gpvu2WbD1dzzQur+eLnc0i0RS+tC8De0jo+2VqC0+3h9BGpTAkwjeLg8wS73pB4fBg5D5wjMMVH57w/WNHA+kO+RSYeCe9uKOLu+SOiEks4+Xx7aTtBXFteW32IO+YNJcEa3DnTWCr5+g4PTa199BzbLjn8tWTOE0rEhXEPvL+1nSCuhRdWHuS8cQOYlBO8U3nlTtlOENeCxwEb/u7hnJd7Z0f4yYoQAlsvTwn663NHMX1wEgvXHqasrpkxmXHcMDM3IuniNxfVdFq+pahGE8X1AR6/csEY4KeoaTPbWr7WP37lgleBp+5ZuGh7pPbvTfcx1/txnZSyKJDtpZTvAe+FPbC+y/lAiw3W+52t6Asp5Y1dr3Xy03yolooXth4X2bhppubTg9h3V5JyUz5CF5zAYURSFr9KuiycoZ60GHV65udO4OMD63yWL8jT3Eg1oObTg9SvKG63zHGwlvIXtpJ+92SUCKSO74zSg/vZt3Y1IBkyeToZQwJzFb5y5Gze2LUMl/R0KLt46HQsUUqdurW8gL3Vvp2enB4XH+3/jhvzz4xKLOGkcVNZO0FcW+pWHiHmtOygzxlneSPlz2zB09DaoeAoqKVpWwUpN+binkSaAAAgAElEQVRHXBhX9c7edoK4Fmq/OIRlbAqGtODduZr3VrcTxLUgm91Uf7if9NuDsO3UCBohBMLUux1PEy8dhmlYIo0bSvE0ODEOjCVmZmZE0rw6ijqZwyPBeaReE8Vp9BuklKf3dAx9GSnlS8BLAay/FHWCnkYPI6V8Bnimh2PYANzckzG0RUp5FaoISqOHkVIG6/IWrv27gBe9Pz2OlLIa7d6podHrOfm92HsBW59vL4hroWoXFCwOLm2nRuCMuVEQ62MyadpkyFugPa/6O80uNy9+c9BnWUW9g7fWH45qPH9YtIOznlzOk1/u4V9L9nH5M6u45ZV1OFwdBxP8YU0XzPidgv4EE7bUCTDpruid85UNvjvpj5c39k0DnA2FvoV+AM0uDzuO1AZd97aXZDtBXAuVu+DAR5F9bhRXN/l1ygJ4f2Ox37LucHip//jrD0PN/pCq1zhJmTcynWevm8J7t83ijxePjYggDiAlpvOB2a7KNXqex69c8HNgK/AT2gvi8H7+CbDVu16kmIo6Exvg8wjup78ws83f2vEMkpqPDxwXxLWl+UANTVu1ifjR4pdTLiUrpmOqyLNyJnDe4Ck+ttDoT3jsLhpW+xZuuaubadrko4EQIaSUfPbMP3jtvp+x+p03WP3Om/z3/p/zyb8eR3q63yYdmjCAR2df30H8Nic7n19OjZ6g9kSHuBOpao6WkWx4cRyq81sm7S5c5U1B113zaUE7QVwLzftraNxUFnS93cFxpB5XaaPf8lD337jF/7XkLKrHVWn3W67Rf7GOTSHl+jGk3TaBhAuGREQQB6CL6TwLjGLr2SwxGhoaGhoaGhoaGhoafY3ebQ1yEuBulpSs9V9evEIy9OLoxdOfMSUIznhaoeBTSclaiaJX0xEOnCtQ9Joorr9zuLKJqkYflmpetnThHhROPt5ylH+v7CjQ+2JHKc8s28+dZ3R/dn7mLMEFbykUr5A010DyaEHymOie78PSY7EYdDQ5O87yBhiXnRDVeMJForXzjsj4Lso7o2iZf+HY4aWS4d8Luuouqbf7TunV3fKu8OVc2BZ339RIanRC2UZJ9X6JJQkyTxXojL33mTt/dAbxFgM1TR1P1PQ4E6cNi2LeaY2A8QrdnujGqgJ44vErF3DPwkVPRiCU4W3+jqTUd6gQorob62UGuwMhRAbgK59Xi7ohQwjRYYaolHJTsPv0Qcvx9AAFYay33+Cuc+Ao9C+caNpW0SvTjZ6MZNgSeffCX/P2nm9ZdXQXFr2R8wdP4axBE9Ep2pzF/o6zrNGneLUFR3EdNp+35PCz9evP2Lakow5554olZAwZzqRzL+h2XRcMmcac7Hy+KNxEnaOJKelDyU8JLa1noIxKHoheKD4d6wDGpuRGNZ5wodg679ZVLMF1+0qnG/uuY37LG7dUYJsSuXNRNvvuOzhe7sNBLiC6mGwoA5iMqNH7kVLSvLcaZ1kj+gQT5lFJQTvkRgPLuFRqPjno83mgT7VgHKQ5l2toaGhoaGhoaGhoaASCJoqLMFKiDt90Vq4RNQxWwbDLBMO0DD99gqoGB/XNLjITLOiUyIooEq0GFKGm8/RFSowpovtvy5trC/2XfVcYkCgOQG8RDJrfcyKUOLOBa0/J4fkVHYV+2YkWLhwf9Fh9j3LRhCye+GKPz3NmZEYsYzLjg667M+FYV6KyUMlLtZESY6Ki3rfD3/S8wNL4nkj6FMG+93xfaKYESAzs9NboxdgrJSvv91C1u3WZKUEy4yGF1PG9UxhnMer45/cn8uNX17cT8saa9Pzr6knoe/HgSX/HmzL18UA3e/zKBZ9HIJVq2xulXysTIYQF6Cp/eImUssRP2fOBBhYEtwK/66T8x96fEwnnRd5yPI9JKf2OggshsoCulKs7pJT9T37dRZtTa5NGl3iTjZvGnsVNY8/q6VA0uoG73oF0etAlmBAisu8vui7cf6LpDrT1q8/8l339WUCiOIA4k5XLhs3sesUIkWaN5+Khp/D23m87lA1LGMC8geN6IKrQsU1Kp365bydv4+A49EnBpViUHjrty+xKVBYqhswYhEnnVxxnHBx8WxvANDyRRj/Oi7okM/qUyDiAaUQfV5Wdiv9sb+c8qMQZSfnBaIzZkXEfDxWdzUDi90ZQ+eYucLe+pCk2PUlXjYz4s0hDQ0NDQ0NDQ0NDQ+NkQxPFRRi9WZA2Cco2+C7PnKE1ZDWii93pZk9pHTEmPXmpJ2YVC5yqvZLCLyXOBkgdr7rvheoCdLiykYc+3M6S3WV4JGQlWLht7hCumR652eTJMSbmjUzny52lPssvn5wdsX2fSGmt/1QdJZ2URYpj9c28v+kIpbV2RqTHcv64AZgNuoDquO/cUSiK4LVVh2hwqB3bM4ck85fLxgVcV29hYJKV31+Uz28/2NZuMDnJZuTx740Pqe70KVCyxndZxrTIPjcMOoWfzh3Cwx/t6FCWl2LjwvFZIdU/4BRIGQcVWzqWjb5eoBi05+LJwnePthfEATRXwze/8XD+mwqGmN75XZ82PJXlv5rL2+uLKKxsZEiqjcsmZZNoC2/q1LoiSV0hWNMhYUjvPBZ9jJ8SuBBLALd5tw0nbdWTncU0AtjYRV0PAw+FGlAfp+V4dvX9/hL4WRfrDKYfus3p4owYsmJwFvtOD2gZFZrgXUMjUJx2O8eKCjHHxpGQHrrbVHNhLU2by5FOD6ahCVjGpCB0oT1bnWWNVH+0n+Z91SBBl2wm/sxBWCdGzlVRn2zBODgOx8HajoVCFUBFi/pK/y5h9VWVUYujBXetg8aNZbgbHBizYrDkpwTs9PTgjO9j0ht5Z8832N1OBILTssfw+1nX9FmnRkOGjbhzcqldXNBuuS7OSOKlwc82Ukw6jIPicBzycS6iisoiiWLSETs7i9ovO04YNAywYRndMQ11IFjHpVL/zZGOz0UB8fMHISI8KVMjehz7784OqXg9tQ4qXt7OgF9NQxh657VvHZuCMWcqjetLcVc3Y8iwYZ2UhmIO71COs7QB1zE7+hQLhjRrWOvW0NDQ0NDQ0NDQ0NDoLWiiuCgw9maFpXd7cJ+gZYnLhcHnax0t4aCkxk5JrZ3cZCsJ1vAOWp9MPL10P88u30+1N03o+Ox4/nTJWPKzgptlu/UFD7v+26oGOvgx7HpdMucJBXNicOd2rd3JVc+tpri66fiy4uomfvOeKjy69pTICeP+eHE+B8rrOVDR0G75feeODPoYBcPIjDj2lPoetByZEd00CV/sKOWONzZgb5O24fHPd/PazdMDElXqFMGvzx3FHfOGcaC8niSbkezE0Drc3A5VUGKIAVtGz9xLrz1lENMHJ/HW+iLKau2MyYzniinZId+HxtygUL7Jg/sEszZzCgy9NPL/642zBmPUK/y/Jfsprm7CoBPMH5PB7xaMxmIMTcQoFMHsPyts/4+kYLHEUQvxQ2Dk9wU5Z4SnQ/pwZSNNTjd5KTbN2auHqCuSlK7zXeZsgENfSoZe3HvfgVJjTfzk9CERqdtRK1nziKed8DV5DJzyWwVreu89Jr2Zx69cEANcF+TmP3j8ygX33rNwke8Hb3C0HUGOZE7KuVLKpV2tJITIBTratXYDKeVD+BDlCSEKgEHAw951IknL8UwSQug6c4vT8E/8ublUvLS9neMIgCE7But4LXVqOHBV2/HUOdGnWsI+aH2yIKXk27deZ8MnH+BoUkUKWSNHc9aP7iA5a2BQdVZ9sI+GVUePf274rgRDdgypN48N+ntw1zkof24LnvpWi2b3MTuVC3eDQkSvmaTLh1P+/Fbc1W0aAgISLhoaVfeq1EGD/YrfUnNyoxYHQOOmMirf2tPu/qVPKSTl5nz0Cd13QjPq9Pz2lCv52cQLOFRbRqo1ngxbaOIu6XTjLG9CsRrQJ0TPXb4tcacPxDw8kcb1pXganBgHxmKdnB7yfShu/iAqXtzW4bmhSzITMy3yaXzjzhyEMOmoW1GMp9YBeoF1XCrx5+eFLHoVeoXUm8dS83kBjRvKkM1uDNkxxM3NwTImNMFdC/XFEo8TYnPQRHY9hONwHc4i36/4njonTdt7d/p4fbyJuHk5EanbXeeg8o1dNB+oOb7MNCSepKtGoovV+tU1NDQ0NDQ0NDQ0NE4utJ7aKJA0SjDvnwo7X5OUrpfozTBwnmDUNQKDVesYCYXyumZ+/e4Wvt6lOoqZ9AqXTc7mwQWj+6z7VNVuycFPJfYqSdIIweDzBKaE0M+TF1ce5C+Ld7Vbtrmohmv/vYbPf34aabGBpdUo2yTbCeJaqC2AzU9Jpj8QXMxvrytqJ4hry1NL9vH9aTkRS6WaEW/m07tm8/GWo6w/VEW8xcClk7IYmhbdlAo/PHUwn2w9istHXs4fnZYXtTiqGhzc+cbGdoI4gCM1du58cyOL7pgdcJ0xJj3jshNCjm33/zzsel3i8PbfJefD5LsV4gdH/546LD2W+88bFdY6k0YKTn9SYfvLHkrWgqJXXRjzbxRYkqPzP14zfRDfn5pDWV0zNpOOWHP40jXpLYLxPxGM/wl43BIlxEGNFrYV1/DbD7axsbAagIw4M3edOYyrpkWmI1nDPw1Huig/2nn5yczqP3g6CAaPbYcV93qY/6KiDZoFxxggWPvbGGA08F34wmFfm7/95giXUm7Ch/uZECIF8J3Tq3+yD5iM6hiXAfjMEyelvAu468TlQohfAP8XyQD7AuahiaT+eBx1Sw7TfLAGxazHOjGN2NOze61LSl/BVW2n6p29xx3FhEHBNn0A8ecODlm40VM0H6pVBTZNLow5sdgmp6NYQ38XXPX2G6x+5412y4p37eDtP/yGG554GpPVFlB9Tdsr2gniWnAW1VOzuIDEi4cGFWfDmqPtBHFtqf3qcERFcfpkC+l3T6ZpczmOojoUmwHb5HT0ydFN5zj5/Es4uHmDz/zKUxZcErU4XNV2Kv+3B05oG7sqmqh6ey+pN48NuM44k5WxqbkhxSWlpO6rQupWHkHaXYAqKEm8dFjUvysAY2YMxszQMwG0xTwkgdSbxlL71SGaD9Qg9AqW8anEzx8UlvtBd4idnU3MzCw89Q6EWY9iCl8/n2LRk3jRUBIvGop0y7Ddryu2Sjb+00P1XvWzNQPG3hy+CWAa3cdV2Xmmha7KT2YqXtmB83Bdu2XN+2s49uoO0m6b0ENRaWhoaGhoaGhoaGhoRAZNFBclEoYKZjzUNzvEeysej+T6F79jx9FWM45ml4fX1xRid7h54sq+14jf/aaHLc+2dvYWL5fs/p9kzmMKCUODP3/cHslzyw/4LKtudPLGmsP87MzAUmsULO7YOd5C0XLJ5CaJ3hJ4zOsO+U/FcrTGzuHKRnJTAhssCQSTXselk7K5dFL00qWeyISBCfzj+xN56MPtlNWpDgGxZj0/O2MYF08MLXVlIHywqZgmp28zlm3FtWwrromqg14Le9/1sOXp9uffsW2w7G4PZ7+khEVE2htIGiWY/WcdUkqE6Jn/SVEEGfGBCWYD3keYBh+OVDdx9fOrqfUOSoGabvi+d7diMihcMrHnrun+SOxAVKmPn0dFbHBmMH2emgP+HfRqD6lpkwfMiG5MJwmhqtfDrX5fB3hQRVxnAn8Kc/39je+AK71/nwm83IOx9GlMOXGYrh/T02GcVEiXh4rnt+I61jqwLp0e6lcWg0eScGFkXEcjSc1nBdQtOXz8c9PWCupWFJN6y1gMqcE7PTsdzWz89EOfZfVVlWxf9hWTzr0woDob1pX6LWvcWEbChUOCEps3F/hOGQngKmvE3eBEZ4ucKEgx6rBNzcA2NfJuXP4YNG4CZ9/6M5a/9iJNderxMMfGMfuqH5A3aWrU4mhcX9ZBENdC875qXJV29EmRba/4ou6rwg6pPZv311D+3FbS756EYjo5ultNefGk5o1DemSPTdwQOoEuPrIufOESxNUWSpb/qn2mkMYSWPMnid4iyZx5cvRV9BX0qZ0LVKPpvtmbaC6o6SCIa8FRWEfzoVpMg6KbpUJDQ0NDQ0NDQ0NDQyOSnBy9NBohU18sKVomcTshY4ogeUzv76hZuqesnSCuLe9vKuaes0eQldB3OjhqCyVbnuvY2euogbV/9XDWc8HPiC2tVdPL+mNLUXXAdTZX+xfFeZzgrAd9EIc/1uR/cEEIiOknqYjOGzuAs0ans66gCqfbw5TcRKzG6P7vLYI8/+V2ILqiOOmW7H7Dz6BINRxYJBl1be+/fwVCTwni+hqvrj7UThDXlqeW7A+7KO5oTRNvfneY/eX1DEyyctXUgQxKjpxgty3rD1XxyqoCDlY0MDDJyg9OGcT0vPCk+QkXtgGCzBlw5NuOZcZ4yDmjf57XNQf9PztbygfM6J/HJkR8j+pEb/t2SCkrhBCrgZnAbCFEipSyIpz76GcsAh73/n0pmijupMVZ1kjT9grwgHlkEsas8LoeRYKmrRXtBHFtqf+uhNgzciIqngo3zYW17QRxLXhqHVS/v4/UW8YFXXd1yVHsDf4zVZfs3xtwnZ4G325uALLZjXR5EMbA29GKuZNtdKLfuCvmn34mI2fN4cjuHUiPJGvkaPTG6KbVc9d23iZ11zmiLoqTTjd1K33bIrtrmmncWEbMKX6NYvskmpNx99j7tmwniDuOhJ3/9ZA5M7wZLVyVdhrWluA61oQ+xYJtWkZAKYVDwb6/mobVR3FV2TGkWrHNGIApp3cJqYyZMRhz43D4EDrrEkxhS5Xb13AebeiyXBPFaWhoaGhoaGhoaGicTPQPdYlGp2x/ycOOV+VxN5cd/5FkzoQZDykohsh0fLncHuqbXcSZDShBdq5tPlzjt8wjYWtRTZ8SxRV+If066lTvVQfKg00NGWvWY9AJnG7fO0i0Bd6xnTRSULLGd32WNDAnBVwlABdPzGLhuo4DMQCzh6WSEhPZGcK9CYNOYcaQnuukGzXAfyeYImBERvQ7yRrLoakTWUHlzs4FJxonLxsOVfkt21dWT02Tk3hLeAalV+6t4JZX1rVzUnxhxQH+duVEzh83ICz78Mf/1h7m3ne3HM9ktaWoho+3HOWhC0Zzw6zBEd13oEy9T2HVQx7KNrQus6bDjIeVoJxETwYsKZ3Y5wGW1OjFcpKxHagnuBSq9cCO8IYDwDOoojgd8Efg1gjso18gpdwjhPgamAcsEELMklJ+09NxaYSX6o/2U/9Nq8ik9otDWCekkvi9ERETY0i3B9nsRlj0QU9CcBR1oql1eXCWNKAbkhBkhNGncWOZ37Lm/TW4a5qDdmyyxMSqs5x8pOMEsMQG3rYwDozFUej7O9CnWVGCEMQBWCem0bTtmM8yS35K0PX2RfQGAzn543ts/4bOUoLqFQxdOEFFAmd50/GUqb5wFNbBKVEMSKPXcGy7//f8yp2E1QW+aXsFx17fBW36+epXFJN87SjMI4LskOsmdSuKqfm4NRuFs6iexk1lJF4+HNvk9IjuO1CSrxnFsVd3tHtW6FMsJF83CqHrHwLnE+nqOa5L6D/9rhoaGhoaGhoaGhoa/QNNFNfPObpasuOVjp02R76FHa9K8n8Y3gEIu9PNY5/tZuG6w9TZXQyIN/PDWYO5efbggDuGkmM6F3J1Vd7bcHThUeL0P6m+S2LNBs4ek8GiLUd9ll8xOXAHpbwLBPvekzh8mPWNvEoEnX5ixpBkbpiZy3++LWi3PCPOzO8v1NI9RZNz8jPISbJSWNnYoez8cZk9Ijo1xIDQgfSd1RVjXP8U2mhAgtW/4M1sULAYwjN46XR7+Pn/NnVILex0S3759mZmD08hzhwZR5j6ZhcPf7Td51jyI5/u4sIJWSQFIXKOFMZYwZzHdVTtkVTvl1iSBemTw5eeqC+SMg5ic6CusGOZMQ6yZnfv2LjcHhauO8y7G4qpanQwOSeRm2fnMSIj3FlA+wb3LFxU//iVC14FfhLE5q/cs3BRCG9ZfnkduBuYAPxYCPG5lPLdbm47JwLx9HXuA1ajpqR9WQgxQ0pZ3tVGQggjoCUl7uU0biprJ4hrXV6OISuG2NnhdXv12F3ULC6gcUMZ0uFGl2Qm9rSsoJydlC5c4PqSSxyAp8m/0AfUYxesKC4mKZnccRMp2LzBZ/mYOWcEXufMTBrWliIdHRsHsXODz9VuHp2MdVIajRvaiwR1SWYSzutdkxBOdqwT0qj9shBPnaNDmW1KOkonbYBI0dU+eyImjd6BsRMjfWNs+FzgPc1uKv+3p50gDtT03ZX/282AX09H6CMj+HLXOahZfLBjgVQF7paxvUs4rIs1knbbBJoLa3GVNaJLMGEaktCvHfnNI5LQxRtx13S8r+riTZiHJ3arHpfTyZYvP2XnyqU4GhvJHpXP5AWXkJSZFe6QNTQ0NDQ0NDQ0NDQ0QqJ/Tonqo7jskkNfeNi90EPpeon0M8M6EA4s8nRSFn7HpR+9up4XVh6kzjur9miNnT99spM/L94VcF0XjMvE5KeTZ3CKjSmDuteI7y2kjPVfprdC/JDQ6v/dBWMYmtZxlvXtc4cGlXbPkiw47TGFxBGty4xxMO7HgqGXhHZreejCMbx+83Qun5zN/NHp3H/eSBbfNZvclOikJtRQMegUXrtpOpNyWt0tdIrgogmZ/OWyTk7YCGKMEWTO8l+ee07/7dj0h93p5osdpXywqZiSGv9plPs6l03yP2B+wbhMjGEaFFixt5xyP6mFGx1uFm8rCct+fLFkVxkNPgZ9ARwuD59vD33fUkoqtkqOrJLYK8PzHpA4XDD4XIWMacELpk8WhBDMeEjBktJ+uSEGZv5eQW/u+vh4PJLb/ruB37y3jfWHqjhQ3sBb64u46KmVrD7g29Wmn/AUndnw+UYC/y8CsSCldAPX0Jqa9S0hxMNCCL8j5UKIDCHE08BbJ8TY65BS5kophZTyoSjtby3wO+/HIcBGIcTpnW0jhJgLrEJNuXq8qogE2I/w2F00rCulbnkRzQX+nbsDoX6N74k7AA3fhfe5Kj2Sihe30bD66HEhlbvSTvX7+6n1kTa0K6yT0vz2qhiyYzBk9K32iym3E6foGAP65NAmxZx1y+3Ep3V0ETrt2h+SlpsXcH36ZAspPxzT7jgrMQYSLh6CbWJa0HEKIUi8YjjJN47BOjEN85hkEi7II/3OiUGLAjWCQzHpSL05H0Nmm2tJJ7BNyyBhQeDnTDjQJ5gwDfXvAGntZU5ZvQGPw03TtgoaN5fhru8oxDlZyJ3v/11+UCdlgdK04xiy2Xe70NPgwr6rMmz76rDv7cc6iPFakHY39t3+Hdy7i/RImg9U07TzGO5O0mQHgiknDtuUDMxDE/u1IA7USWrJ147uIOxXYgyqg143HHrdLhfv/fkhlvznOUr27aHySBFbvlrMf+//OaUH9kUqdA0NDQ0NDQ0NDQ0NjaDQnOL6CKXrJase9uA87iYmSRwOpz6qYE4KvjHf6D87Cs1V4HFJFH14OgvWFlSyfI9vQ4eXving1tOGBJTGM9Fm5PHvjefnCze1SwuaYDXw96sm9LlOjuzTBDsHSWoPdSwbdpnAYA3t/0mNNfHxnafyydajrDlQSaxZz0UTssjP6mQqaxckDhOc+YyOukKJsxHi80BnDM9xnzk0hZlDU7peUSOi5CRbefe2WewpraOkxs6w9BgGxPdsWuKJdyjUHPBQX9R++cirBanj+9Z1H2k+2XqU+9/bSnWj2pGsVwRXT8/hoQvGBJ26urcyf0wGV0/P4fU17S24RqTHct+5I8O2n5Zj6Y+aLspDwe70Y5HopdnlX+jeHY5tl6x5xEOD16xH6CHvPMGEOwVKHxezlW+S7HnHQ+1BsKZB3gLBwHk9MzckfrDg3P8qFC2T1BWqKWUHzuv+c37pnjI+31HaYbnd6eEPi3bw8Z2zwx1yn+CehYu2P37lgnuAJwLZ7J6Fi7ZHKiYp5Q4hxHzgIyAFeBC4TQjxOqrrWSFgBAYDC4BzAXObKl4A/hap+PoaUso/CiFMwANAFrBECLEeeBPYDZQBqcBY4ApgYpvNjwF3SSl9vGkDMEQI8Vg3wiiWUj4Z7P/Q12naXkHlwj3tXLmMuXGkXD8GxRJ814Ivp5LWMt9C9GCx7670m26zbtlhYmZlBuRwo08wk3jxMKre29tOcqnEGki6Ynio4UYd68Q06pYV4a7qeNxj52SH7DwUl5rG9Y89xa5vlnN07y7MsXGMnj2XlIGDgq7TlBtP+l2TcJY2IJ0eDBm2sDgkCSGwjEjCEuE0hBpdY0i3kX7nJBxH6vE0ODFk2NDF9qw7cuIlQyl/bmuHe1TcObkYB/QtMWykaVhXQvVHB1pFXDpB7KlZxJ978rkuDpovKFkLh79uLxpLHAljbghfe8rTRZuzK9fPUJBdtTlDbJPa91ZR9c5e3NXea0uvEDMzk/hzc/tcP++JrCjewWs7llBQU0p2bArXjJrDvJyeSU9tHBhLxr1TadpSgetYE/pkC5Zx3Xf527NqBYXbNndY7mhqZNlrL/K9Bx8Jd8gaGhoaGhoaGhoaGhpBo4ni+gDNNZJvf+vB1dR+edUeWPsXD7P/ErwtfXyeoHqv7xl+sQMJmyAO4Nt9/t1LHC4PawsqmT8mI6A6F4zLZMLABN5eX8TRajvDM2K5fFI28RFOVyGlZF9ZPRIYlhYTlo4ZxSCY84TChr97OPKNmh7SGA/DLxeMvCY834NJr+OSidlcMjG8KYhic3pvx9Q3+yr437rDHKt3kJ8Vz3UzBvVI2s++zvD0WIan9460fJYUwfwXFAq/lJRvBYMNBp0lSBrZe8/DnmBXSS13vrERl6f1Hu/ySF5ZdYj0ODM/nTu0B6OLDI9cMpaLxmfy4eYjNDrczBqawoJxAzCHKXUqwKScRITAZwpTgEkRdCmdNTQFnSJwezruXAiYPSx4IbG9UrL8Xg+uhtZl0gX7P5QYYmDsLX33+ipY7GHtX+VxsUJ9MZRtlFTu8TD+1p4RxumMgkFnBeL7RaMAACAASURBVHdMO3Mj3H6klsJjjeQkW4MNrU9zz8JFTz5+5QKAx4HODrBEFcRFXNwkpVwthMj3xvR9VHHcnd4ff3wG/ElKuSLS8fU1pJS/FUIsB54ExgCTvT/+qEUVF/5FStnJdCCygXu6EcJm7777Ha5qO8de39XBHcZRUEvV+/tI/n7wAnRDuhV3pW8323A7rTXv9+9uJ+1unEV1mPL8O0D5wjYtA1NePA3rS3HXOTBmxWCdmIZijmx3i/RIXGWNoAgMaeG57ysmPak/Gkf1B/ux764ECUqskdg52cSeGp50aAaTmbHz5jN23vyw1He83vTeK0Rq2lVJ44ZSPI0ujIPiiJk+AF1c70l531cwZnZ0vu8p9MkW0u+eTOPGUhyFdShWA9bJ6Zog7gSaC2qoeqe9aBi3pG5ZEbpEU1Bpq3szQhFMfwAGnys4vFTicULGdMieLVAM4WtPmQb5d/UEMHZRHgrmYQn4fZIqAtOQ4Cfeuo41ceyVHUhnG2Gdy0P98iIUq56404NPi93TvLL9ax75rtUM+lBdOd8c2cldky7k1vHn9khMilGHbUpwzpZ71nzrt+zw9i001dViiY3ceaihoaGhoaGhoaGh8f/ZO+/4tqq7/7+Ppi15z3g7Tmxn7x3IICEBEjY0bHjaQqGUpyOl9NcJTwd0UOiAUigtowXCCiMhYQcCZO/lLGfZ8Yj3tizp/P64UmzHkm0tS3Lu+/XyK9E9957z1dXR1b3nfM73o+IJqiguDDjxoewhiHNSvgWaTkui0r0bXMm/RnDyI4l0kXym4Hr/ToCb+lhtZjJ41x0z4018b+HArcL/pKiCX686QHGVohzISTTxk8tGsthDQZ8rIhIEsx7SYmmQtDeAORW/Dpydb/zh/SKe+PTo2ddfHKnivxtP8Pw3pjEp23/CldrDkgMv2qnYDloDZM0TjLxVEBGvfnaBQmsUDF0iGLok2JGELi9sONFNENeV5786zj1zhw26bHEA0/MSvbKE7i+5SWaWjkvn3V2ne5TNHp7I5ACK4tLjIrl5ejYvbOiZ6OjaSZnkJXs/UVi8WnYTxHXl6NuSkbfKfll7hhq2dsnOJ6VLw8RDr0rylkqiM8PrfVnd2BU56bD7lp0h3HEI4z4Avg3cBnT9YjQBLwBPBjJD3LlIKSuAW4QQvwBuAC4CRgGJgBUlw9lh4GPgHSnlgYGKLRyRUn4ohBgLLASuBmYAeSifdT1QDmwDPgTellI2BCvWwUTzlgq3dmmte6qwXW5BG+WdyCfqggzF6s1F9VF+EmI5EYbexdDCgyxxXdElRRK7ONerY72hZfcZ6tccO5vRTZcSSdzSYUQU+H4foouPIOmO0diaLNjbbOjijQhtcETkg4Hat47QvLHTIrj9SB3NG0+TfOc4v4o+d1YW89TutWwuO4RZH8HSvKncPf4SYo2qSCtQaIxaRdQ1I9iRhC5NX512a1ze9MXpQSeKAyXLZOoUSJ0SuGcMQ2Y0xoJ42g/1tCqNHJPoN6G0K/SpZkwTkmnZ2dMJJGpmGtoY7y2mmzaWdRfEdS378jTRczL7Ze0ZatS3N/OnbW+5LHti52quyZ9Fisl7MWEwsNt6z0Zot/We5V7FPwghjgNd0+1eJ6V8o5/HjgT2d9n0vJTyDj/FdQfwb8fLmVLKjS72yQTqpZSN52w/jvKe3pdSXuKPeBz1Pgj80vEyTUpZ3qXM+Uv1Dynl3X5scx0wFzgopfR6BZEQIh4wOMYVQh4hxCXAmi6bKlHOeb8Gq4QQf6b7IkKXfciH+DYC04FdUsoJbvYZee64zDnv62oppesLu3cxlQOpKOMXV3XZfjfwd8fLiVLKnX5qbwTgfH/fl1J67VDg6lz5ij/jU1FRUVFRcaKObIYBLe4TgoCEFh9uh+MLBDN+rsHYZexcG6Gk9c+73L/d47JxaWjdDF6kRBuZkRf6tiTbT9Zy1wvbzgriAE5Ut/Dt/25nU7H7THieYogRRGf6dyXp+cb+0w3dBHFOGtut/OTNPX5rp+ag5NP/tVO6HqzNiu3wkZXKNktj78IFFZVAcrSyyW1ZZWM7DW2Bs/kc7PzhunHcPjPnrNjboNNw3eRMnrqlt2RF/uHBy0fzk8tGnM14mRpj5P7Fhfzu2nE+1Vtf7L6so7l3u/VQpnIHXaznz0FC6frwu07PLUx2W5abaCIvSZ38Xr5i1b7lK1bdC6ShDHYudPybtnzFqnv9IYiTUj4npRSOv+f6eUyxlPK3UsqFUsp0KaVRSmmWUg6VUi6SUv6ur8FEKeWDXdpd1892j3c55o7+HDPQSCnnOWPs5/5SSvmhlPLbUspJUso4KaVOSpkopRwtpbxNSvliX4K4Luelv38uB83PB2y1rjO5AWCXvVqg9kXEsDjirytAY+pcJCWMWmKXDMU0zv01zxtM493Xp0uKRJ8ROpmo3NF2uJaal4u6WZxaK1upen4fllL393+eoo0yoE+KVAVxPtBeXNdNEOfE3myl9q0jfmtnY9lBbl3zGOtO7aHF2s6Z1nr+ve8jbl/7OC0d/rUgVlHxBOsZNyt8AWtVK9LNIi6Vvkm8eSSmKangsIsWeg3mGWkkLCsMeNvx1xcSc3EOGoeNsTbOSOySPGKX5vlUb0e5m1VagL3Rgr05PMcwPi/ZR5vNdewddhufnNw9wBH5ztCJU92WpeblY44L3GJBlV65qu9dznJtwKLoBSGERghxH4ogL3ArWgcJQogbgSJgZLBj8YEUYGZ/dhSKHdPVgQ2n1/YzhBArOU+zw3uCECJeCPE00C8hroqKioqKSrBRM8WFAdG9ZYfXQJSPTpiZcwXpszWc2QU2CySNBUOU/8VYGXGR/GhxIQ+vKeq23aDV8PA1Y9GFwWD7058Vu8y8ZLNLnvrsaECzE6l4xjsusjg5KSpvpKi8gRFDfE/lv/dZOzYXc4RNJVD8rmTETaqwMZzYW1rPluM1REfoWTQ6lZgI36yYW6uVTJymlIHvBxnxkXDMdVmcSU+UMbC3APUtHTz+8SHe2lFKY5uVqbkJ3HfRcGYN997iM1SI0Gt56Mox3H/JCMrqWkmJiSA2MrC23U40GsFdc4Zx15xhtFttGHX+sYaN7OVjETqI8MxJLmRwlQnXk/JQ5LKxaTz31XF2nKzrtl0j4IFLRvjF0n2wsHzFqiZgc7DjUFEZDOiSe8k6o9Ogi/c+MwyAeXIqpnHJtB+rR9olxqGxaIz+sz93ok81Ez0/i8ZPT3XbLvQa4q4eHhbX0MZ1p1xnXrJJmtaXkHCD91a2Kv6lZVfPTEpOLMcbsNa1o4vz7bsD8Ni2t+iw98zaU1RTwjtHN3HDiDk+t6EycGw/WcvOk3UkmA0sGp3qtauCk4pm5Z4x1TzwN/TaOCMdZa6FTto4Y8CzftkaLTR8dIKWXWeQHXaMw+KIWZDdp/1oOKAxakm4roC4pXnY6tvRxhoDbtvtRGgFMQuyiVmQjbTaETr/jOf2lmVOGLRoIsNzGsPWR3IkWxg+lI6ecxG7PnyPqpPHu23XaLVccONtwQlKBWCJEEInpew9lZ/CNQGPxjU3AX8JUtthhRDiAuClYMfhJ64CvuzHflOBYHplrwBmA+8HMYZw4a/AzcDBYAeioqKioqLSH8LzafI8I3uhYO+/JBYXeQ4yLxSYkn0fRNLoBKmBT3DDt+YOY2J2PC9vPsnpulYKh0Rz28wchqdEB75xP7DzVJ1XZSoDT3N778//ze2+DzrZrZKKre7LT2+QjLjJ52ZUBoBWi43vvLSdj4s602GZ3tbyyLXjuGK855Yu1fskO5+0U+MwIojNg7F3aUibPnATrbfMyGHljlKki0nTG6ZmB1SI3GqxccMzGzlQ1vnDtaG4ms3Ha3jmtslcNCI1YG0PJFFGHfmpwfv98pcgDmDoZYLDb0pwMV6fOUdgiBm4viul5L095by5vYS61g4m58Rz28wcMuM9twFKHq9kwHUlXgZIm+H9+6prsVBa10pGXCRxJu8sA71Br9Xw4jem87dPjpw9R5Oy4/j2vOHMKfBvRiUVFRUVJ+YpqTSuO4V0cQ9tnpSCxuS7OFzoNX6x/+yL2MW5GPNiad5Sjq2xA0O6maiZ6eiSIgPetj+wnHSXAhUsp9yXqQw89j6eOaXF92fS2rYmdp057rb801N7VFFcmNDQ1sG3XtjGhi4uBNEROh5fNoEFIz1/ftp4uojfb32T/dWKCHhMUg4/mnoN04YU+C3mvoiakUbbgRqXZeYZaQFt295q5cxTu7BWdz4ItB+q5czROpK/MRZjXnjZVbpDE6EbMDGcK/wliAMwTxtCyzbXdiimSSl+basv7HYbRV98xoEvP8PS2krWqDFMWLSEqATPF0PPSh+JXqOlw97zmq8RgjmZo72O09ZkwdZgQZcQMaD9QB8Rwdd++TAb33iFA1+sw9LaQubIMcy4ZhmZI8cMWBwqZzkDJAPxKHadH/e2sxAiF5iIMgJkZ2DnCHttS0qZO0BxdG0zVFfFDIa5W2ffvBK4vx/7O8WaFmDgBto6cXvOpZRrgQHtK1LKp4CnBrJNDwhY/5RSFjHA51pFRUVFZfAzGG6sBj16s+DC32vY8KC9m5XqkOkw5f7wuzeYNjSBaUND3yrVFfFmA+UNrmfW4wdwQlylb2bkJfLixhMuy2IidIxO98PKYAFC4FJ0BCBCP/mhioOH1xzoJogDaLHY+MGKnYxKi2F4Sv+ttBqOSz77YfcMgvXF8OVP7cx9VEPy+IG5bk/KjuehK0bz61UHsNg6lU6LRqXy/YvzA9r2yh2l3QRxTmx2ye/XHhw0orjBROxQweQfCLY/JrtlT4svhIn/O7D3Gstf28Wb20vPvt52opZXNp/kpTtnMCbDs8krfZRg1G2CPU/3vFBnLxTEDff8vTW3W/nlO/t4Z+dpLDY7Bq2GKyek8+AVozEHOAOjkyijjh9fOoIfX6pmA1JRURkYtNEGkm4fTfUrRdgbHFapAiLHJBF3uW92acEgIj+eiPzwtPbSmPXY6lxbYvpDnKjiP4x5sbTudJ0tThtjQJfouxBT00d2Q636UBo2/Pytvd0EcQCNbVa+/d/trLt/Hmmx/e8ve84c584Pn+iWQXBv1Qm++cFfefmy+xmdlO23uHsjojCBmMU5NHx4Erq4LpgmphA9x0fbiz5o3lzWTRB3Fpuk/oPjpNw9PqDtq3iOMSeG2MuGUr/2WLfFWoahscReOnTA4rDbbbz7p0c4smXD2W2nD+5nzycf8LVfPkxihmdJjFJMsdwxeiHP7OmZeOiGwjlkRXu+sMne0kHtW0do3VsNdonQazBNTiVuSR5CPzDX/cioaObffifzb79zQNpT6ZUdwCggEyUjV6+iODqFR+uBKahzhCqB4x3gG0C+EGK0lHJfH/s7rVM/BJYENDIVFRUVFRWV8wr1hjdMSCgUXPZfDZXboa1GEpcviB0afoK4cOfaSRn8erWLlH3AdVMCO6Cn4hmLR6cyOj2Gfad7fl73zBtOhN73DEsarSB9NpSud12eeaH6HQ0HWi02Xt9W4rLMape8vPkkP186qt/1HXxVusxKJW1w4D92ksf73wrMHbfNzOWysWms2VtOq8XKrGFJHouKvOGzQ5Vuy4rKGymvb2NIbETA4wh1pJQ0nKlEq9cTFR98sXjeEg1p0yWnPpFYmiBxtGDINAbUSm794TPdBHFOGtoUIdob98zyuM4RN2owJds59Lqk/hiYUiDvckHBtd69r3tf2s66g50T3Babnde2lVDdbOFfd0z1qk4VFRWVcMCYF0vaA9NoO1KLvcWKITMKfW+2qioBwTQ5lcaPT7otUwkdTBNSaFpfivVMa4+y6AXZCK3v91ixRjPThhSwufyQy/KLcyb43IZK4Kluamf17jKXZe1WO69uKeG7C/u/sOnp3e+7tNS12Kw8u/cD/jTvm17H6ikx87MxT0qldV810monojAefao54O22Hax1W2Y53oC93RYQm+5wwy7tnG6qIUJnICky+Lay0XMyiRybROvuKuztVox5cUQMH1jr38ObNnQTxDlpqa/jsxef5ZofP+hxncunXEVOTDIv7v+U4w2VZEUnceOIOdw0Yq5XMVY9vx/Lic7xTtlhp3ljGbLNqtqon59I4C3gOygZue7rY3+nKO4NFFGcikqg+AhYBkShCDbdiuKEEGOAAqAdWI0qilNRUVFRUVHxI6ooLowQGkHqFFAzxwaP22flsuFodY+MUhfmJ/GNCwZu1aJK3+i0Gv77zen8ZvUB3t19mrYOOxlxkXxrbh63zcz1WztjvqHhzC57D3vj+AIYukT9rrpCSsn6w1VsP1lLvMnA5ePTSTAHL9NiVVM7Lb1YF52obvGsvj1uUgcCVXs8qsovJEUZuXVGzoC22Zc1q84PE4DhzuFNX7H+lReoPa0IMjNGjGL+7XeRmjc8qHFFJgkKvha8z2fVLteTgaBkjDtd10p6nOdZVbIXashe6EtkCntL67sJ4rrySVEl+083MMofmUhVVFRUQhShFUQWBl/IfT4TMy8Ty7F62ovru22PHJ2IedqQIEWl4gqNQUvyXeOoW11M654qsEl0SZFEz8vCPMV/Asb7p17D7Wseo8XaPYPglNR8luSpgn1XSLukraiGjtNNaKIMmMYno4kM3hBpWX0bVrv758iTNZ49k26rPOK2bGuF+7JAoY01EjUrfYAb7eWZRihjrOc7bx/ZxN92ruJUYxUCwYy0An46YxnD4wJrbdsXuvgIoucGb+HxwQ2fuy07vnM77S3NGE2eCzuvK5jNdQWzfQkNgLajdd0EcV1p2XWGmEW56BLURYihwqPLlkYBo4FooBHYt3zFqqYANLUSRRSXJYSYLKXc5monIcQQYCaKkO5N4GEX+9wB/NvxcqaUcqObuo4DOcD7UspLegtOCDEP+PSczcccizCfl1Le4Wmd/kII4fwB/oeU8m4X5UOAHwFLHbE1AhuAP0opPxNCFAGFwENSygd7aecSFMHidMAElADvOuop67JfLnDsnMM/dZyrz6SU8zx+k93jSHO0rQEek1L+oJd9v0WnfecEKeUuD5trA9YA16OI4n7Ty75OseYHKOfYXUwbUc7hLimly9UfjnO9xvHyainlW70FKYR4BUW852Rxl34xU0q50dM6/YEQ4m7g746XE6WUO13sswilX80AYlA+25XAb4FxdH7v0qSU5ece76jDBPwA+BowDOVz2w/8E3hByk6fJCHEI8ADXQ4v7HKubpRSvuLFWz03nhHAAcfL70spH/e1ThUVFRUVFVUUp6LiAXqthn/ePoV1h87wwb4KQLJwZCrzC1PQDKIBNWmX2DtAawzv9xRnMvCH68fzq6vG0NxuJd5k8PvnFJMjWPB3DYdelVRsk2gNkDVfMPwagS7S/+fvqyNV/POLYxwsbyQ1xsgN07K5fnLmgGZy8oXaZgt3PLeFXafqzm77zXsH+P2147hqYkZQYkqONhJt1NHY3nMlPcCwZM8GO/W9OK32VjaYuHTMELeZDqblJpAUZRzgiEKL4h1beOexh7t5L5cW7ee1X/2UW3/3Z2JTzt8J7dYO9wLV/pQHmh1drl2uy2tVUZyKynmEY9LjwSCHoXKeIfRakr45lrYD1bQV1YIGIkcnYcyPC5tngv4g7RJsdoQfMnwHE220gcQbRmC/xoa02NCY9X7/nMYm5fD65T/m3/s+YnPZIcz6CJbkTeXmkXMxaP0/7PfZqb28sP8TjtVXkB6VwI0j5oSV+M7W0E7Vv/bSUd4pNKt/r5iEG0YQOSoxKDFlxkdi0Gqw2Owuy/M8fCaN1kdS0+ZacxFjOD8yfEaOSaL9sOt794gRCQNmMRmqrCrewgPrnzv7WiLZUHaQ29c8xltX/pRkU+AzzIcq1nbXFuUAUtqxWixeieL8heWkW60ISLCcalRFcSHAo8uWjgbuBW5FyZLlpOnRZUtfBJ5YvmJVX1aSnvA5UAMkoIiPXIriHGUaYKOUsnQw3TsGAiHEBBQrz6QumxNRBHJLhBAPuDywRzXiceC752zPRxEi3SSEuEhKeaDnof5HSlkmhPgUWABcJ4RY3lX0dA5Oodh+LwRxTlaiiOImCyEypZSu7Vq6ZzBU6QdCiF8BPztncx6wHLgReKgf1WQDO1H6oxMTcIHj71LgBp+DVVFRUVFRCTKqKE7FazYcreYfnx9lx8k6EswGrp2UwTcvzPOLLWUoI4RgfmEK8wtTgh2K37G2Svb+S3J8raSjCaKzoXCZYOhl4T1YGKHXBrRfRqULJn0v8IMIr28r4f7Xd53V0ZTWtbL9ZB07T9Xx26vH+lS3tVVy4kNJ3WGISIDcSwXmIf5/Tz97a283QRyAxWrnh6/tYkJWHLlJAz+wGKHXcsO0LJ5Zf+4iPDDoNNw0Pduj+nIWCmqLXI8l5Fx8fgw2XTomjfmFJXx6TkatKKOOny0dGaSoQoeNb67oJohz0t7SzPb33mH+HXcFIarQ4ILhSbyz67TLssz4SIYmBm/yASDepO+jPHhZL1VUVFTOR9oO1tD4eQmW0ma0MXrMU4YQNTvDL7aUoYzQCCJHJxE5OqnvncMMe0sH9R+coGV7JdJiQz/ETPT8LEzjk4Mdmk9oDFowBO6ZNC9uCL+afUvA6nfywv5P+O2m186+Pt1cw9aKIxTVlLB8ytU+1W1vtdK8vQJrRQvaWCOmKanoYv2/mKbmtUPdBHEA0mKn+qUi0h6YijZ64O/n4kwGrpqYzqtbe84Tmw1arp/iWdasK4ZP5687Vrksu3zYNK9iDDfMk1Np2VmJ5Vj3jFoak47YS3KDE1QI8fed77ncXt3WyCsH13PfxKUDHFHokD12Asd2utYTJWfnYo6LH+CIuqMx9T6d01e5SuB5dNnS7wOP4truJwq4B7j70WVLly9fseoxf7QppbQKId4FbkcRvv3cza7BEh5tBSYCV9Ap1FkCnEYR84UcQohU4GMUoWEH8DfgbUfxFSjZuX4PWPqoqsDxdxKlX2wD0hzHzwGGAM+gCJBAOScTUaxtn3FsuxPlHPory+BLKKK4LJSsaz2yATre/5wu+3vLapRzZECx933CRVt5wHiU8/wOA2+d+gDwCPACMBb4CkXUCnBogGPpF0KI79ApiDuKkhluH4rI7XvALOCv/ajq+45/VwHPAtXAZOCXQBywTAixSkr5H8d+fwZeQTlfi4HjgPMh4LjXb0hFRUVFRSXAhLfSRSVorN1bzi3PbmLdwTPUt3ZwrKqZP35wiG8+vxVbL5YPKqGLtEvW/9jO4dcVQRxA40nY+gfJwVddr1ZWGTjaOmz8ZvV+VzoaXtp0kgNlrq0T+kPDCcma2+xsf0xSvEqy/wXJmpvtHF/r38+9uqmd9/e5zNKN1S5ZsfWUX9vzhPsXj+CqCel0XSAZb9Lz5E2TyPFQhDPsCkGqi0QJ8QUw8pbBPUHrRKsRPH3bFH591Rgm58RTkBrFLTOyefe+CxiXGRfs8M7SXic5ttrOkbfsNJUOzG+X3Waj7FCR2/KSIn8uFA4/rpiQTmFqtMuy7y8sCHpW1oUjU4lzI4yLN+m5aMTgE8yrqKiohCrN2yqoem4f7UfrkW1WrJWt1L93jJqXBiTJgkoAkFY7Z57dS/PGMqRFyQ7bUd5MzctFNG9x/RyhMnA0Wlp5fNs7Lsue3fshpU3VXtdtKW2i/A9bqH+3mObN5TR8eILy32+hZU+V13W6wlrT5jZ7GFY7zdsq/NqeJzx4xWguHtXdVjcpysgzt08hJdqzrE9fH3Mxk1KG9dg+JTWf20dd5FOc4YLQaUj++lhil+ZhyIpGl2oianY6KfdNRJ8a3IU2XbE1tNO0qYymjWVY69oGpM3atiaO1ru/pm4PgsVuKDH2okXEpvbM3i6EhllfC7z4uC9MY5PcZjrUxhkxDgudMZfzEYcg7k+4FsR1RQB/cuzvL5x2jmOEED1+BIQQ8cA8x8sBFcVJKZsc1o8nu2zeL6XcKaU86e64IPMrFEGcHcUu8wdSys8cf8tRhHE2FLFXX+wDJkkp/yKl/FJK+TowH/jCUT5bCJEDIKW0OM5V14vxEce58tcF+g3AmRbzejf7XAs4V3R4LYqTUjbQaeF5lZvdnGLNT6WUtd625S1SyhOOc+5cNdHoON87pZSeedgPAEKIRJT+CbAbmCyl/JeUcpOU8jXgQuBV+tc3AR6UUl4upXxLSrneYVc6H8VmGeBm545SyjLHuXLeULd3OVe922uoqKioqKgEEXXpkIrHSCl5eM0Bl+K3L45U8UlRZY+BPBXvKKtv5ZXNpyiuaiYrPpIbpmaTnRgYq4vyzVC123XZgf9Ihl8pw95ONZzZeryW2pYOt+Xv7ytnZJp3ln2bH7bTds5cg7TD1j9KUiZLTMn++dwrG9ux9iKaLatr9Us73mDQaXj8hol8d2EBW47XEBOhZ15hslcZBjV6wQUPayhdD6WfS+w2SdoMQfYCgdbg+bk8Wd3Cu7tP09xuZUZeIhfmJ4WFNZZeq+GWGTncMiMn2KG45NBrdvY8o1hFAyAkeUsEk74vEAEUXmm0WgyRkVhaXff3CPN54rHrhgi9lpfvmsHv1xbx9s7TtHbYGJkWw3fmD2fJuLRgh0eEXstjyyZwz3+20dZh77JduYYM9my5KioqKqGCtNmpX3Osc5i+C637qmk/Vo9x6Plr/eZPShqreO3Ql5xqrCI3NoXr82eTFpUQkLZa91bRUeo6AUbDhycwTUod9FkAQ5kvTx+gxeraVtAuJR+f3MVtXgiupJTUvFyEvcXavcAmqX31IBHDYtH0ka23v9jq3NsiAtjqey8PJCaDjmdum8KhikZ2nqoj3mRgXmEyeq3n65kjdQaeu+R7rD2+jU9O7kYguCh7HJcMnYxe4/n96tEzTazeXYbFaueC/CRm5AXHZtZThF5D9AUZRF+QEexQXNLw0QkaPjkFznESDUTNziBuSV5AFoMKSwAAIABJREFU243QGdBrtHTYbS7Lo88Ti113GE1mlj34CF+89DwHN36BraODIcPymXndTeRNCr5VtMakJ/76AmpWHARb542QMGpJuKEwoOMZKr3jsEx91NPDHl229AM/Wam+jyLqMaGIj86N5QpAD+yQUva0y1A5ixDCjJJ1D+AFKeXqc/eRUq4VQvwD+HY/qlwupey2ekBKaRdCPEtnhrhRwAkfwu43Usp6IcRqFDHadSh2m+fitE7d6If+shIlq9hcIUScC/HUtY5/VevU/nETShY3gLuklPVdCx196y7gYqCv9KZHgV+fu1FKuVMIsRklk+Ao30NWUVFRUVEJLqooTsVjDlc2caLa/QKJj/ZXBFwUJ6Xkje2lvLb1FNXNFsZlxPL1C4YyJmPwTHx8cbiKO1/YSmtH5yDVP9cf4883TODSsf4XBlRscy9W6miEmiJIHu/3ZlX6id1Virhu5d7VW39MUnvQdZm0wYkPJCNv9s+AWlaCCZNBS4vF9cBrvpvsUAPJ0CQzQ/1g4arRCrLmQdY8387d39cd5Q/vF539fJ9cd5RpuQn863+mEmUM3E947SFJRzPE54M+avANqFZsk+x68pwvjYTiVZKoLCj8WmDf88gL5rPrQ9d2NSMvnB/QtsOBBLOBR64dx2+uHku71YbJEFq3q/MLU/j0h/N4dUsJx6ubyU00s2xqFkNiPcvgoaKioqLiPZZTjdib3C8YaT1QHXBRnLRJmreW07K9EntrB4bsGKIvzAipDES+8tGJnXx/3bN02DvFSv/a8yF/XXA3F2b4f26kzV0GL8DWYMF6pgX9kMFzfsMN2cczaV/l7rCcaMBa5XrBiOyw07L7DFEz0r2q+1x0yZGgEW4foEPh+1uQGk2BH56NDVodVwybzhXDpvtUz+/XFvHkuqNnX//t0yPMLUjmH7dODtiCECklHSVN2C02DJnRaIyDb+FJy54qGj46JzmSHZrWl6JPMWGe2jNTmb+I1Bm4OGci7x3b6rL8ivPEYrc3ohOSuPQ7y1l8z/ewWTvQG0PrWc80LhlDZjTNW8qx1bWjSzFhnpIaFPtnlW7cS98Z4s5FoIiq7u1rx76QUrYKId5HsTJ0JYoLlnVqOLKAzixbL/ay37P0LYqzAOvclB3u8v/ArDpxz39R+kS2EGKGlPKshaoQIo1OsZ4v1qlO3gb+jiLKXOJo29lWOorwyk5ntkOV3rnU8e9hKeUmVzs4hI+vo1jv9sbHUkrXkzVK/5zOwPdNFRUVFRUVv6Pap6p4TF8LzjQD0Kt++NpufvjaLjYdq+FIZRNv7ijlmie/Yt3BysA3PgBYrHa+t2JnN0EcgMVm54ev7aKxzf0EkLdo+xg30YbW+M95x9TcBGIi3AtDLh7pnRC1vY+E5O1+THodZdTxtSlZLsuiI9yXeUtHi6Riq6Rqj0Taws/WecvxGn63tqjHfM3m4zU8siYwtmDV+yXv32Hjo2/Z+ewHdt693s6eZ+xeT3CFKkffdm8NfPStwL/X2ctuISmrZwa9/OmzGDVHFcU50WpEyAninKTFRvLdhfk8tmwC312YrwriVFRUVAaavrLmBjirrrRLqv97gLqVRxRBT2UrLVsrqPzbTtqP1/ddQRjQ3NHGj9c/300QB9Bm6+CBz/+Nxeb/Z1J3dnBny3XqEFYwmZk+AqPWdcY2gWBe1liv6u1N4Nqfck/QRhswTUh2WaaJ0mOa6LrMW+ytVtoO1dJ+siEsn6k+PlDRTRDn5LNDZ/jLx4ddHOE7bUfqqPjjViqf2EnVM3so++0mGj4NVWc972necNptWVMvZf7igWnXkh3ds79fkz+TBdnqilgnGq025ARxTnQJEcQuziVhWSEx87NUQVyQeXTZ0ijgVi8Pv81xvD9Y6fh3lhDi7JfckflskeOlKorrm3Fd/r+9l/12o4jeeqNKSukuFW3X7QM9ALYacD64nGuheh3K3LENWOFrQ1LKcmCD4+W5FqpXo4hD10spB8fkXuBx9s/e+ibAln7UVdJLmbN/hubgrIqKioqKigeoP2ZBpGqP5MB/7VTtBUMU5CwSjLhRoIsM7aw8w1OiGZZs5uiZZpfli0YHbjUjKEKRN7b3vFez2Ow89O5+5hYkh4W1YG+sP3yGqibXz0rNFhtr95ZzvZ8FRFnzBUUvuR6kjcqA+AK/NqfiIZEGLT9cXMgv3u6ZTf/KCemMzfQuE0bsMNDo6bSQPIeEQq+qdctPLhtJc7uVN3eUnrVgzkqI5PFlE0iONvqtnQP/sVP0ksTqSDhgSoVJ39eQNj18rg0vb3Y/8L9yeyk/XzoKo85/K+ZbqyTrf2Sno8ul3dYGRS9JdCb8ljEwFGgqdV/WXKZkJgjk70hkdAw3/fZPHFi/juO7tqHTGyiYeSHDJk1FDISyXEVFRUVFxUHb4VoaPyvBcqoRTZQe86RUoudmhrz4yJAZjTbGgK3B9RxU5OjAWvu1HayhbX91j+2yw07du8Wk3jcxoO0PBB+d2EVTR5vLspq2Jj4v2cfCnAl+bdM0LonmjWUuy/QZUeiSIv3anopnxBnN3DP+Uh7f/k6PshtHzCEnJsWrevXpUcpUqBvNmD7TvxnF464ajrTaad1TdbZNXXIkCTeOQOOnbNxSShreP0HTl6XIDmVBjjYxgoRr8zHmxfVxdOjw8uZTbstWbDnFjy4Z4df2OqpaqX5+39lzBiDbbTS8fwJNpJ6oGf53TQgW1mrX11cAa437Mn+RaorjzSt/wttHNrKx7CBmfQRL8qYGJAuoisp5wmjAW2FbFIo94WY/xLEKsKLM+12BkskM4DIgAtgvpSzyQzuDHefqc5sLq8+zSCmtQogaoLcJscZ+tjmgA69SynYhxBvA1+lpoeq0Tv3Yj0K1lcAs4BIhhLGLUFDNYOg5zpvung+k3enPZ9ef/jl4JgVUVFRUVM5bVFFckCjbJPnyp3aciWmtzXDgRUnldsm8xzRo9KF9n/GzpaO464WtdJyTfWnhyBTmFfh3Ze25rNlT7rbsWFUz+8saGJ0e3jaqdS29r4Sub/X/qvy44YKCZYJDK7p/plqjIibyViBS39JBu9VGSozvKytbLFb+/eVx3t11mhaLjZl5idw1N49hyf5aTBfa3DYzl9SYCJ5df4wD5Q0MiYnghmnZ3DEr1+s6jbGCoZcJjr7dcwYiKgMy5/r3WmTQafjD9eP5/sUF7C6pJ96kZ2puApq+UlB6QPG7dvY+2/39tFTAVz+3s/AfGmKHhvb11Ullg7tFhIo4trHNijHKf6K44lWymyCuK4ffkBQuk2h0wTl3Fdskh9+003hCETgOu0LjU9+MzoL6YtdlURkMiLBabzAybsFixi1YHPC2BooWi5U3t5fyxeEqjHoNS8amsXBkql+/3yoqKioq/qNl9xlqXi46Kwqxtdto+PAE7cfrSfqfMYgQvn4LrSB2aV63+J2YJqZgzI4JaPute93PP3SUNmGtaUOXEJqZZfpLfbubG8Oz5S1+b9OYF4d56hCat3R/5hdGLXFXDPO6XltzB9ilX7Lo2NusNK4vpXVPFdJmJyI/nug5mWH/efeXu8dfSlZ0Ei/s/4Ti+goyohK5oXAOywov6PtgN+gSIogcn0zrzjM9yvRpZiIK4n0JuQcag5bEm0ZirWmj43QTmmgDxhz/XjMaPyuhcV13QZmtuo2q5/aR+r3JYdNfKhvdi7Oqmy1YrHYMfhRRN2843U0Q15XGz0swTx8StEWwrQeqadpQhrW6FV1iJFGz0okc4b2bmC45Elu962f+gRIAR+kjuHnkPG4eOW9A2hsI7G1WmrdW0F5cj8aoxTQhmYhC1fVNZUDwVcHtFwW4lLJWCLEOWIiSkcspiguE8Ci0V9H4hvOmUQghhAzHdK/94yUUUVy2EGK6lHKTECIDRbzmLPcXK4E/oIhAFwKrhRCJwByUJ7o3/djWoO2bQggNnfP6g/Z9qqioqKio+BtVFBck9jzdKYjrSvU+OLVOknNx6E5AAMwvTOG1u2fxzOfF7DhZS7zZwLWTMrl1Zk7AB6isdve2dwDWMLRJPJdJOfEIAe4etybl+HdQ2Mn4uzUkj5ccW22nrQbi8wXDrxXEZHv+mR6qaORXq/bzxZEqpITC1Gh+sKiAxV5mEmzrsHHLPzex/WTn4qyTNS2s3lPGK3fNYExGeAsh+8vi0UO8PofumPAdgdDCsdUSm2NMNmUSTLk/cALd9LhI0uMCM9B78FXXXxx7BxxZKZn8g9C+vjoZMSSaL45UuSwbEhNBvMm/1hh1h91fO9trobUKzIFNBOqSo+/Y2f64PDvh3VQKldvtjLhZMPab3j37D79KQ8nndpfZKIZfHR79wxuOVTXz0qYTHKtqISfRxE3Ts/0mKq5uamfZ0xs5Utl0dtvbO0+zZGwaf71xoiqMU1FRUQkxpF1S/94xl7+F7YfraDtU69Nk/0BgGpeMNtpA4/pSOkqb0ETrMU8dgnnqANyw2Hp/JpX28H8mnZiS51O5t8RdMxxjQRwt2yqxt3RgyIomalY6ukTPnx0sJY3UrT6G5ZjiDKXPiCJ2ca7XIit7u5UzT+2mo7xTMNhcXUbr7jMk3zMefbLJq3rDjSV5U1mSN9WvdSZcm0+dXkvz9gqwSRAQUZhA/LX5ARPo6hIiAiJOkzZJ05euU1NLi53mTWXEXjrU7+0GghFDotld4toSOi/Z7FdBHICltMltma2mDdlmQ0QO/FB242enqF9zvDOW6jbaD9USe+lQoudmelVn1Kx02o+4Tj4UNTPdqzrDgY6KZpo3lWOta0efHIl52hCvru+usNa1c+bp3di6ZNpr2VGJaUoqCdep9hcqAae/2cACdXxXVqKIjhY6bFM7UDLFQf9EcV1vZHv7EfZvKtfQwrkCRgMk4CYjl0OgFD4pYHvyKXAaSEexUN2EkjVOAG34UagmpTwqhNgDjAWuRLFvvRxljnqjlLIXX4/uVTn+PS/7ppTSLoSoA+KBpD52D2z6dBUVFRUVlTBCFcUFgeZy6TZDDUDZBsi52H/trd1bzn83naCsvo3CIdF8ffZQJvtBVDUhK44nbp7khwg9Y15hMi9sOOGyLCXayOh0z1f4WhokxauVTH26SMheoCHjQoKWHWFokpklY9NYtbundczs4YlMyg6MKA4gfaYgfaZv2afK6ltZ9o8N1HbJeHewopF7/rONf94+hYtGpPZytGtW7ijtJohz0tRu5Xdri3jxG9N9ivl8RqMTTLxPMPoOSeMpiEgA85DwFLBY2yRNPd2Vz1J3NHwmKG+ZkcN/Np2gzcVK+a9fkIvWz9eniAT3nkUaPRiCMJxgbZXsflq6DKvoZUneUulVX02eIJj0XcGupyQ2x3i50CiCuOHXhGff74v395Vz30s7sHSZxH9hw3EeXzaRJeN8tyH6w/sHuwninKzeU8bCUSlcPdG7ySKVTlqrJHVHwBgPCYWDs5+qqKgMHB3lzdjq3GelbTtQ7VdRXMvOSpq3lGNr7MCQbibqwkwMGb4Ls41DYzEOHfjFMRGFCbS4yGoFSoYfXaLnQpuq1gZePfgFWyuOEGswccXw6czPGutrqF4zNjmXCzJG8UXp/h5li3ImkhcXGPGhEALT2GRMY33LQN9xpoUzz+xBtneuRuwobaLquX0k3znWq37TvLGsmyDOib3FSsMHJ0i8eaRPMZ/PCL2W+GvzibkkF2t1K9oYI7o4Y7DD8gp7swV7o/vs/pay3rMwhhJ3zBrKyh2lPVwiAO660P/CWG2M+4VfwqhFGAY+IYqtyUL9B67HIOs/PI5pSipas97jeiNHJRJ7aS71H54Aq+P8agXRczMxT/Z8zCwcaN5WQe0bh8DxSNoGNH55mqRbR/olm1v96uJugjgnLVsriBydSORIVRvgK9a6NjrKW9DGGDCknx+uHR6wD2jCOwvVJqDnDZf3vAX8DcUu9WKUr1sMcFRKuasfx1u7/N/lTa0QItpR52Bld5f/jwc+cbPfCNyco3DAIbBaAXwfRaD2QxRxHMAqKaU/xZqgCDbHApcLJbPGVY7tnmQwdPbP3s77YB+E3A3MRembvTFhAGJRUVFRUVEJC1RRXBAQfYzh9FXuCb9bW8Tf1x09+/pIZRNr9pTx2LIJXDkhw38NDSDzClKYNSyRr472XKDzw0WF6LSencDmcsmn37XTWtm5rXS9ncx5ghk/D54w7o/XjyfBbOC1rSW0dtgw6DRcMT6dX14+KijxeMJzXx3vJohzYpfw54+PeCWKW7vXvW3uF0eqaGq3EmX07ZJWXt9GfWsHuUkmjDr/2VKGC4ZoQWLod69e0RpAHw0dbh7ZI8NoDDQ3ycyzt0/lgTd2U1LbCkCEXsPXZw/lzgBMQAy9TFC8yrUoLnOuQG8e+GthxVbFXtwldij9QlJwnXdxDbtSQ9YCSflGia0DUqcITMmDU2jUarFx/2u7ugniADpskgfe2M28wmTMPlw/7XbJ2ztPuy1/c3upKorzAZtFsv0xyYkP5dksw7F5MP2nGmLzBmefVVFRCTx9PuP4Mft37crDNG/qvJe3VrbQsqeKxJtHEjkqjG7OuhA5Ngn9V6fpOHXOTaeAmMW5HmdPP1pXxm1rHqO6rbO+Nce3cX3BbH41+xZ/hOwVf55/J7/Z9CqrirdgsVmJ0Oq5On8mD0y9Nmgx9Zem9aXdBHFnsUsaPj1FsheiuNZ97m1zW/dXI6X0OXP+6aYamjvaGBqbik5z/j2Tas16rwRGoYSI0CH0Grc2oL0Jv0KNUekxPHHTJH7x9j7KGxSxkdmg5dvzh3PDtGy/t2eeOoTW3a6zpZsmpSA8HO/zB21FNUr2QldYJW0HajBP8U7EFj03C9OUIbQdrAEJEQXxfrF5DkXsLR3UvXXkrCDuLFY7Na8dIu3/TfPp87W323q9RrfsqFRFcT5gt9ioff0QrXuqzi5a1GdGkXDDCPQDZPcb6ixfsarp0WVLXwTu8eLwF5avWOU+VaaHSClPCyE2A9OBK1BEcdB/4VHXVenuLvYL8M66MVxWK38EWFBsVG/EvSjupgDGMFDn6r8oorgCIcRsYKZjuz+tU52sBH4BDEGxTXWmBvFEFOfsn2lCCJ2U0upiH29TjoRL/3wPRRSXL4SYLKXcdu4OQggjEMiHtnA5VyoqKioqKoAqigsKphRBfCHUHnRdnnGhfyYgjlU189RnR3tst0t46N39XDJmSFgKfzQawb/umMoTnx7hta0lVDe3MzYjlrvnDmORF7aSu/7eXRDnpGSdpGQOZM0PzoRzhF7L/105hvsXF1JW30ZqTASxkeExOLz5WI3bsl2n6mjrsBGh96zv2d15yaLYzMpeyvviWFUzP3trD18eUQbQEswG7pqTx91zh3ldp0pwEBrB0MsEh1a47g9Dlwz8ILovzB6exOf3z2fbyVqa261MzIon1hSY60DCSMG4uwW7/9E9M1tcvmKxGwzsLuYxu+LKhtwTDFGC7IWDX1T0SVElDW2uxoiUbJsf7q/gqoneC+Wtdklrh/sPw13bKv1j5xOS42u7X9Pqi+GzH9q59EVNUASrKioq4Y8u1YQuKRJrVavL8sgx/pk4tpQ0dhPEncUmqXvnKBEjEoK2CMkXhE5D8jfG0PDJSVq2V2JvtWLIjiFmfpZX1py/3riimyDOyWuHvuSS3MnMzghOBjKzPoLfXnAbP556HRUtdaSZ44kyhMfkd/sx15aPAO3F7st6o9dHTum4h/ayOx+sKeWhDS+zvVIZw0mOjOWe8Zdy08i53lWoEjQ0Bi2R45Np2VrhsnxALJ79yKLRQ7hoRApbT9TSbrUzOSfe5wWJ7ojIjyd6fhaNn57qtt2QG0PsJbkBabMv+rTD9tEuW2vWY540ODPDdaVlT5Vboai9qYO2w3U+ZaiVFluvn4W9zcfBg/Oc2tcP9RCsdpQ0UfXsHoYsn4Lws5VyGPMEcDee3Q1I4MkAxLISRRS3BEXcBf0XHu3t8v87hRD/kbJzBE4IkQw87GVcXVNVm72sI+BIKauEEK8CtwD/I4R4RUr5cdd9hBBTgR8EMIwBOVdSym1CiINAIfBXFLFjHYrwyt9t7RRCHAdygUcBE7BDSnnMg2r2AktRLFJvAZ7rWiiEuB5Y7GWIznMesn3TwXMo4kIz8JQQYr6U8lxh7R9RbHEDRbicKxUVFRUVFUAVxQWN8fdo+PxHduyW7ttTp0D6Bf5pY+3ecreDtjXNFjYW1zC3wDdLkmARodeyfFEhyxcV+lSPtU1y+kv35Sc/lmTN96kJn4mO0BMdER5iOCe9DZBG6DXovVj9uWBECusPu14xPC03wetzVN/awY1Pbzy76hmU78cja4rQCLhrjn+FcS0WK2v3llPTbGFcZhzThvrPlkpFYfQdgrrDksrt3bePuFmQNj38Jl01GsHU3IHpJ4XLNGRcIDnxkaSjCZLHC9JngtAG57ylTgKNgR6/lU7SZoTf5xkMGtrc2zf1p7wvDDoN4zNj2VXieoJ5Wm7gLL8HO5YGyfE1rm/m2mvhxIeS4Vep3wMVFRXPEUIQuzSP6hf398iAEzkmkYjh/rl2t+51ff8OYKtrx1LSiDE7PJ2XNBE64i7LI+4y3zL4Vrc2sLHskNvyVcVbgiaKcxJjNBFjNAU1Bk8REe6fSTUR3i0OjCyM75kd0EFEofcCzzMt9dyx9nFq2zvnss601vN/G1/BoNVxXcFsr+p1h73NSuveakXMmRMdtt/BUCZuaR7WyhYsJ7v0FwGxl+RizAm/863TapiRNzBZtmIX52KakEzLrjNIix1jfhwRBfE+Z2H0loiCBEUe4ErPpQFjofqs0x9kH6I06eNCKk2UHl1yJNYzrsX+xtzw+96FCta6NiVDnAtste207q3CNCFlgKMKTZavWLXv0WVLlwN/8uSw5StW7QtAOCuBRwDnh3MK2NKfA6WUJ4QQG1Ayhs0G3hNC/BWoBZxCsCzgGDDUw7i6KsZ/LIT4C9AspfSnfay/+DGK+CoOWO2IdRXKL8IiYDnQdbWIvzNndT1X3xVCVAEWKeUOP7cDSla4h4CJjtdvSinb3e0shNiIIroESJNSurf46clKlMx0kx2vPckSB7ACeABFfPqkECIbJZNfFEpmtK8DxYA3D2nOcz5VCHGjo55DUspaL+oKGFLKSiHEL1CEhVOALUKI36HYMKehiHMvOfcwP4fhPFeZQojvAJuAEillmZ/bUVFRUVFR8QuqKC5IJI8XLHhCw8FXJVV7JIYoyLlYMOwqgcZP4gOrzfUKPCcd1t7Lzwfslt4zDVldj6Wo9MFVEzLcCtiWjktH68VkwfVTsnhlyymKyrtPQhh1Gu6/xHtx5BvbSroJ4rry9OfF3DFrKAY/rXj89GAl//vyDhq7DPZNzonn2dunEGcanBYZwUAXIZj7qJaKbZKKbRKdETLnC2KyVeFIf4jKEIy+PTTOlSFGMPIWwb5/9XxuH3qZICYnNOIEoKYYGisgqQDMoWXL0peo0h/i3PsuyufOF7f2EOPHRuq5fVauz/WHC3abjWM7t9FYXUVSVjaZI8f4VF/jKbD3olmsL/apehUVlfOcyBEJpNw9nsbPS7CcakQTpcc8ORXz9DS/tSGtfYy9u7OkO49osbYje5mjaO5w/ayi0jumCcnUuxGweTt5b56ZTsuOSqzV3T8TYdASc3GOV3UCrDi4vpsgriv/2L2Wa/Nn+U0Q1LL7DLWvH0JaOseDjPlxJN4yEk2Asn+dj2gidCTfPZ62w7W0F9ejMWoxjU9GlxgemRaDjT7VTOyi0Eg8ooszEjUrg6YvSnuURc3OQBdrDEJUrqk5XUJLQz1JWTlEmKOCHU43DL2J0gQYfBSLCiGIuSibmhU9bVk00XrM08IrQ6MvSKudtqIabE0W9OlRPgufOypaepVSdJQ1wwSfmhhULF+x6rFHly0FRazS24+3RBHEPRaIOKSUh4QQ+4FRjk1vSs9sVu4CPgWSUARgi7qU2VEEY0OBb3kY2hagEkWsd4vjbz2KlWZIIaUsFUJcDryLIoy73/HnxA78FPiN47VbEZmXHEcROY1CsQO9GEXc6H//8k5RXNfXgcIpinPikSjOkW3u/4BfoogSH6J77CUoYkZvhJarga8BRjrPwc0E9nx4hZTyT0KIocB3gBHAv8/Z5SjKd/ibjtf+7p+rgR85/v9Xx78/BX7r53ZUVFRUVFT8gjriFUTihgum/yRwE/rzClN49EPXK85NBi3T8tQMVYYYQWye+0nl5AkhJLgII66amMH7+8r5YH93u5ChSWZ+5KWAzWzUseKumTyx7gjv7DxNs8XKrGGJ3Dt/OOMy47yOdftJ9wt9qposnKxpYXiK74OJlQ1t3POfbbSdYxex7UQt/+/NPfz9lslujlTxltTJgtTJ6nc43Bl1qwZzqp1Dr0saT4IpFYZdIRh+dYh8trUn4O174fh65bXWCBNvhkseAV1oTJAMT4liybg0Vu/uuVhv0ahURgzxfdX8wlGpPHHTJP74wUGKzzQDMCMvgZ8vHUVmfOhllimrb+XlTSc5VNFEelwkN0zLoiA12qc6K4qP8Pajv6Gx6szZbUOG5XPl/T8nKt67e66IRJRhdDdD15FJXlWroqKichZDVjSJNwcuC1lEYbxLIQGAxqzDkOXbtXcwkBGVSEZUIqVN1S7Lp6cVDHBEg4Oo6Wm0Haih/Uhdt+36IWZiLsryqk6tWU/y3eNp/PQULXvOIDskEQVxxFyUjX6I9wKenWfcO0adaqyiqrWBZFOs1/U76ahqVQQj54hR2w/XUfduMQnXqX3NnwiNILIwgchCdewt3IlbmocuOZLmDaexVrehS4zAPDOdKD+KyH2huvQU7z/5OGVHFEGYzmhk/MJLmXPL/6DReJcZ098Yc2Iw5sfRfriuR5lpUiq6+Aif2zBNTEHaJQ0fn8RW0wYCjPnxxF2ehzYq9Bai1lWUs+fjtdSWnSZHSSV/AAAgAElEQVQ2dQjjFiwmPi3Dpzrbj9VT/dIB7I2dK6sMQ2NJunUkGpN3Dhva6N7PnTYm9M5tsHEI4z4Avg3chpLBykkT8ALwZIAyxHVlJZ2iOE+FR3uFEKNQRC9Xogix6oCNwJ+klJ8LIZ7yNCApZZMQYjGKaHAqoAVCthNJKb8QQoxGOQ9LgEygBfgCRQx3mk5RXLOf25ZCiCXAn4ELUQRgFiFEhJTSr6tmpJRHhBCbgWlAGYqYKlB8Sacwcr+UssjTCqSUDwohPge+C8xC+Y6dROnzv5dS1nizoERK+YIQIhHlu5sN1AMheyMnpbxPCPEeSrzTUMSbp4DXUMRpD3TZ3d/983MhxK2ONoajfC/UtKwqKioqKiGL8GyBSHgghCjJyMjIKCkpCXYoQefel7a7nAS/f3Eh984fHoSIQo/S9ZKvfmnvMeEckQSLntFgjAsR4UWYYbNLPthXzqrdZbR12LggP4nrJmeGnBXsz9/ay4sbT7gsEwI2/WQBKdG+D8498ekR/vB+zxWrAFqNYMOPLyIlxvd2VIJLe72kcgdodJA6GXSR6vVjUGO1wBPToNbFROak2+GKvwx8TG5ot9r43ZqDvLr1FE3tVswGLddNzuT/XTaSCL1/J0pK61ox6jQkRYWGKPBcNhyt5hvPb6HF0pkqViPgkWvH8bUp3k2Sd1ja+ed3vkFLfc9JnsxRY1j2y0e8jvfz+21UbO25Xejgsv9qMKWE7nUmMzOT0tLSUillZrBj8TdCiDvoXIn7P1LK5/pxzFSUVcezgQKUAcMWFNuJrShWLG9IKd2YRoMQ4kGUFdEA86WU6/rRbi6KtQ3A81LKO/o6ZqARQqwD5gJIKfvs1EIII3ANcDmKxUsmymruapSV4Z8Ar0spe7UIEkI4nwA+k1LO8yLuB1E+jx7Hq8+kClJKqv69j/ZDPReixF01jKgZ6UGIKvR48/AGfvLFCz22Z0cn8+aVPyFKrz4neIO02WndU0XrniqkXRIxIgHTxBQ0htAQiThZ/tmzrC528WMP6DU6Nt30R0x63++r6t47RtPnbq5JOg3pP5uOphfbWZXwwNZoob24HqHXEJEfh/Dzvb5KaGFpbeHf37+bptqaHmVTLr+Gubd8PQhRucZusVG/qpiWHZXIDjsiQot5ehqxi3IQWv84NIBy72Gra0cYtGjNoTUG6eTots28+9jD2Do6xWsarY4l//tDCmZc4FWd9pYOyn6/xaVVbcSoRJJuG+XiqP5R8cROl/bhQq8h7f9N81pwNxAE+5n00WVLo1CEadFAI7B/+YpVrtPDqoQdQohxwC7Hy69JKV8LZjwDiRDiXuBvQLSUUu3TIYgQ4kngHqBGShlatia9IIQYSWemv+9KKUNngF1FRUVFJWxRR7sGOX9eNoFRaTG8vPkkZfVtFKRG880LhnLt5EE3N+k1GRcKZj6oYf/zduqLQWggbRaMv9s/grhNxdU8/Xkxu0vrSTQb+NqULG6bmYPOjwM+oYhWI7h0bBqXjg2NlbPuuGZShltR3Jz8ZL8I4gBKalvcltnskpK61kEnirPa7BSVN2LUacj3MQNTOLDvOTtFL0vsDimDzgzj7xbkLR3c3/XzmgPvuBbEAex6GS76GUR5Z8/lb4w6Lb+4fBT3Ly6kqqmdpCgjkQGaEM6IC11bKJtdsvzVnd0EcQB2CT9buZcFI1JI9ELMd2jDFy4FcQAl+/dSdfI4Sdm53oTM1B9p+Ox+O41dfqo0epj6gAhpQZxKJ0KIAuDvwEUuimMdfwXATUCxEOI+KeV7AxhiWOFYjfw7wNVN5hDH3xTgR0KIt4B7pJTlAxiiSheEECTdOoqGdado2VJ+1sorem4mprHJwQ4vZLgmfyY6jYa/71rDsfoK9BotF+dM4IGp1/lFEHd813a2rlpJ1cnjmOMTGLfgEsYtvMRvlpyhitBqME1I8doudaC4avhMt6K4RbkT/CKIA7DV9pJUxGrH1mgZdKI4i62DQ7WnMemN5MUObvtEKSX17x2j6avTZ7MBakw64q4chml8aH8HVLxn/+efuhTEAez6cA0zr70BQ2RoZO7WGLTEX5NP7JI87M0daKMNCL3/x0uEEH7JPBcoOiztrH3ysW6COAC7zcr7T/2Z3AmTMUR4/kzdvKPSpSAOoO1ANda6NnRx3p2XxGWFnPnXXiUDnwOh15Bw04iQFsSFAg4B3OZgx6HiGUKIZJSMfoeBZ6SUe9zsOrfL/93tM1gZBVSrgriBRwjxTWAhcEBK+VAvuzr7Z7j1za4/Vn7NiqiioqKicv4yuEa7VHqg02q4d/5wNStcH2TOEWTO0dJeJ9Ea/Zfdac2eMr7z8g5sdmVA8kxjO/+3aj+bjlXzj1un+KUNd1hbJcfXSso2STRayJgjyF4g0OgG98SHp0zMjud/F+Tzl48Pd9ueERfJr68a47d28pLcW7DqtYLshNAYpPQXr2w+yZ8+PERlYzsAhanRPHTlaGbkhc2iJI84tsbO/ue7p5u0NsO2P0miMiQpE9Xv3aDk9A73ZTYLVOwLGVGck0iDlqwwu968vPkk//7y2P9n773D4yrO/v17znb13m3JvffewJhmjE0vAWJIgQAhCSRAcMpLyJvG+/uGdAgkhBJ6CL3bNOMCLuAqN8m2LMmyel2VrfP7YyVLsnYla4t2Jc99XbpA59mdeXx09pydmc98Hg5XNZOdYOGGecO5eclIdFr/P1dfHKmhrMH7fIrd5ebt3Se4aWFev9utr+jpytuVuooTfoviLKmCC/6lUbYJ6g5KTAkw/FyBOUndVwYDQojzgNeBjrp6B/GUstgKVOEpgTIWj+vZBcBI4E0hxGop5QsDn3HkIjzqnYfx7HQGcAPvA28Bh/GUNkkBFgA3ACOAy4BJQohzpJTea3gqQo4waMSfn0v8+bnhTiWiuWTUPFaNnEttWxMWvSloQqi9n6zjg8f+Au1VAprr6/jw8Yc5UXiQ5bffFZQ+fOFuddK8rZy2wnqEQSNqaiqWKSkIP57hQ5kl2RNZPeEcntnfvVLViPh01sy5Kmj96FN8iyyEUUMXF5kuv/7y7/yPeXT3e9S2edZqJyYP45cLrmdKal54EwsR1o1lWDd0f9S5W5zUvnQQfUoUxmzfcxKKwUvF0UKfMUdbK3UnykgfGVlzwppJh2YaPA6GUkqaN5dh/fwEztpW9MkWYhZkEb0g0y9x+dEd22mz9nRdA7C3tlK47QsmLjmn3+26anrRDUg8pX/9FMXpUyxk/GgWrXurcZQ3o4szETU9VQniFEOZemAxsBzPpqtrTn2BECILuLf91wJ/yoAOVoQQM/GUBn463LmcoTiBawGEEBullB+d+gIhxC10lk9+awBzCwZ5Xf6/IlxJKBQKhWJooURxCkUXglkq1e2W/Pqd/ScFcV35IL+CzYXVLBydErT+umJrkHx6l5vGos5jZZslxz6QLH5QQ2dUixBd+dH5YzlvQhqvfnWc+hY7s/KSuHxGNjGm4N0ir5qVw18+LqCpzdkjtmpaVsSWGfSHt3eXsebV7huQDlY08c0nt/HW9xczOm3oTcYXvOKjFLmEglfdpM0YPBO+in4Q3YfDTYQJ4gYjD609yF8/7lzoKa5t4XfvHeBQhZWHrpnW7/YaWh0BxX2RkN67K2piH/G+0HSCnLM8In7F4EEIMRl4A4gC7MAPgceklKdaOHwCPCaEOBf4L5AA/LN9crNkIHOOcB6gUxC3D1gtpfzKy+veFUL8GvgNcDcwBo9T3yUDkaRCEQhCCJItcUFrz2m3s/65J08K4rqS/+mHzFi+ivQRo4LWX1dcDTYqH9vdzVWmLb8G865kkr8+QQnjTuFn86/hohGzePvIVqyONuZmjGXlyDmY9cag9RE9LwPrxuNIh7tnbHbGoBKp9MV/Dm7kt1u7VzDbV1PCt9b+hTcv/TmZMUlhyix0WDf50H67wbq5jKSrxw5sQooBISo+wXdQCCxxwXumnKnUv3mY5s87N0E5q1qpf/MwzppWElb1/xnaZu3dVMnW7J/pki65F8GbAH1v8dNA6LWId15VDD2EEKOBQCaS7VLKfX2/rDtSSocQ4jngVuBqIcQ7eARgxXhK4c4Cvg9ktb/lewHk2C+EENMDbKJWSlkcYBu/AnYDPwmwnUGLEMIETAiwmTIpZaUf73sTqAMSgVeFEH8DPsMj5szCs+ny+vbX7sdT5jbkCCGSgWEBNHERns2OXT9P3uZ8FAqFQqHoN0oUp1CEiPyyRo7Xt/qMr91XETJR3L6nZTdBXAeVO+DIW5IxV6oFiFOZmpPA1JxeJhMDJDHayJPfmMP3X9jBiS4uRedNSOdXlwbPkc4nVYeg8TikjoO4rL5fHwB///Sw1+OtDhdPbjrKby6fEtL+w0FTL1MJTd6r8w5J2hwuHl1/mFe+KqWu2cGM4QncfvaokN3rws60r8HHvwa3FyFV1gxInxSUbr48Vsve442kxZpYNiENk37oLFj2Ro3VxmOfHfEae+WrUm47e2S/SzPPGJ6AThNeBesAs/MS+50nwNgFi/nsuSe9llDNmTjZb5c4xeCl3dXsSTyCOAlcKaV8u7f3SCk/EkJcBXyIx1nufuCWUOfqD0KIIiAX+KWU8oEB6G8a8PP2Xw8BS6SU3muFAVJKG3CPECINWA2sEkIsklJuCnWuCkUkcfzgPtqaGn3GC7d9ETJRXMP7Rd0EcR207auhZWcl0TPTQ9LvYGZm+ihmpofm7wGgTzCTvHoitf85iNva/v1VgGVqKvErRoSs3w6qiotoqa8nZXgu0Qn+fec6HaSU/HPPB15jTfZWXjj4GT+adVnI+g8HbrsLV73NZ9xZ2TKA2YQXt81J0yeltOyoxN3mxJQXR+yy4Zhyh6Y4bNLZ57HtjVeQsqfYdfjkacSlBEfEVLlT0nhUEpUmyJjv2bRzJuCsbaP5C++u4NbPy4hZkoM+oX+bXLPHTew1ntVH3BfRM9JoXHfMawlV84Rkv13iFIow8zjdS5T2l2N0d53qDz/GI3o6C1jR/nMqNuC7Usq1fvbhD72UrTgtnga+EWAbXwcapLeHz5nDCAL/W/wEeLC/b5JS1gohrgVeAeKAn7b/nMou4PL2+ZGB4Go8GxKDxatqo6hCoVAogoUSxSkUQ5Dij3y4VrXHxlw5gMkoTjI7L4kNPz6HDYXV1FrtTM2J77ego9/Ul8Brt8Kx9jVgoYPJV8KqP4Exuvf3+oHT5Sa/zPfC267SnoKRoUBUOlhLfcdCSW2zHSklyWF2G3S5Jd98chufH6k5eWxDQTWbCqt55IaZLJ8cmFNWRBKbAZc9Aq9/t7swLjYLLv9HwM3XNtv5zr+3s/1Y3cljKTFGHrlhFnNHDD13i1P5/EgNdqfv+bVPD1b1+x6aGW/hmtk5vLC155zKnLxEFo7yT8BpMJq4Ys0DvPHQb2iqrjp5PGPUGFbeeZ9fbSoGPZcBs9v//7G+BHEdtAvj3sOzQ/YqIcQdUkp7qJIcRPwvoLX//429CeJOYQ1wHZ5x7w2AEsUpzix8DwtD261L0rKnyme8ZWeVEsWFCfPYRDLXzKXtUB3uVifG3DgMvZRVDQa1ZaW897eHKD9cAICm0zPp7GUs+9bt6A3BL71XZ7NS0lTtM76nqijofYYbYdDQYgydYsdT0CWGdqzostpBCHTR4S2lKB1uqv65B0dpp9NW28E62grrSfnGJMxjQifGDBdJWdks+9ZtfPzEo92EcfHpGVzwne8H3H5rlWTjz9zUF3QckVhSYdGvNBLHDX1hXFtBne9nqRtsBXXo52T0q83knGGMnbeIQ1t6fi0dOXOO32J1LcpAyk2TqHl+P+6mznuBcUQ8SVeN8atNheJMRkrZKIQ4B4/j1vXATCAZaARKgfeBf0opfdexHqJIKev6fpUilEgp1wkhxuFxLFwOjAbMQDlwEHgeeEFK2Utt7YjECdTgqaKwJsy5KBQKhWIIoURxioiittnOU5uL+ORAJZqACyZlcOOCXGLN4Z1Y84eJWXFkxZspa/D+vfP8iaFbBHD6NqjDeeZsEI5I9DqNc8YNULkBlxOeuRxqCjqPSRfs+Q+4nXD1k0HvUq/TiDPrafRSJhYgKXrolIntyqhVgl1/9z5TOupSzevxQPnyWB2/e3f/ScHUjOEJrFk+nnkjk0PSX1+s21fRTRDXgVvC7947wIWTMvAYJw0xpl4DuQth5wtgLYeMKTDl6qCITu99eVc3QRxAtdXOt5/exsb7lhFvGXzPxv6g13r/7Oj9dCf41aWTibcYeW7LMZranBj1GpdMy+L+Vf7tyO8gfeRobv7L4xzduZ2mmhpShg0nZ8IAOIEqfFK6ZkMMMAlPeZMmID/nwSX+1SPqP7e2/9eNp4xnf/gnIIC38IzXzmhRnBAiG7i4/de1Usotp/teKWWZEOJZwIFnF7VC0SfWulq+eu9Nju3agc6gZ+z8xUw7/yIMpsHnsJI9fiLmmFjarE1e46NnzwtNx243OH0r8qStp4uNYuAQeg3LxIEZMzhsbbz8659jrekUqbldTvZ8vBahaZx/S/CrjUXrzZh0Bmwu7wKxRHOIN6aFASEE0XMzaPrYu5lG9LzQbFBqK6yj4f2ikyI044g4ElaMxDgsPOe4ZVdlN0HcSVyShveODklRHMD0C1aQN3UG+zZ8TEtjI5mjxzJuwRL0xsDLL3/+v10FcR5aq2DDT9xc/KKGzjgEx/hdEH2NOf0ck170vbuJTkxi7yfrcNja0JtMTDprGWev/rZf7XVgGhFP5n1zaTtQi8tqx5AVg2n40HRJVJwZSCmXhrl/N/Bs+09EIKUc2jfeQYKU8gCeeZtw5nAC3y5xA46U8lHg0XDnoVAoFAqFN5QoTuE3LrvkwHOSI+9K2mogYRSMu1Yw/Dz/BCCVjW1c+ehmSmo7FV27Sht4a1cZL926YNAt/us0wU8vnsAPXtjBqVXazpuQzsJRoZuETp0GFdt9xKarcdMZw8F3uwviurLvdah7ABJzg97tVbOG8cSmo15jV8/KCUofzScklTskejNkLhDoLeG9rsdcJWg4CkXvd/mwazDhBkH24uDndqC8ka8/voVWR+eC4o7ielY/sZX/3rYgpKWAffHJgUqfsWM1LRRUWhkbamfEcBGfA2ffG9QmS2pb+Pig93Pa1Obk9R3HuWlhXlD7jDSWjEkh1qSnydZTZKvTBBdO6t+O/A70Oo01F43nrvPGcKKhjeQYI3FBEt9rOh2jZoVIYKA4bUrXbJgE3IGnbGZMl5C1dM2GZ4CHcx5ckh+q/oUQ0cA57b9ul1L68BL1jpTyNeC1oCc2eLkY6Kgb/Xp/3yyl/GZw01FEEm67i6aPimn+sgJ3swNDTixxS3OwTPLP+bOhspwX7/8x1rpOM8ITBQc59PlGrr7/N4NOGKc3Glly/TdY94+/9ohNPGsZ6SNHh6RfYdBhGBaLo8S7GM80Mj4k/SoijwObPusmiOtK/qcfsuja1UTFBfd6MOkNrBgxm9cKP/cav2LMgqD046hqwV7UiDDrsYxPRBh0fb8phMSdOxxnVSute7qcb00QvzwP86jgjw9txxqpfjIfXJ1jYPvRRqr+uYe0703HkBYV9D77om2/byNZR1kzrgYbuvihuVEvISOThVffENQ26wslNXu9x2x1ULpeknv+0J5jNI9PAr3wKvQWBg3LeP8c3PVGI8u+eStLrrsJa10N0YlJGM3Bce0Ueg3LZP++BykUCoVCoVAoFArFUESJ4hR+s/l+N+VdfBrqC2HLbyRt9W7GXtV/YdzfPinsJojr4EB5E09uOspd540NJN2wsHJqFknRRv752RH2HG8gOdrE1bNzuGlhXkgdkybeqFG50408RUdgiIaxVw/tCStFF8p3+45JN1Tkh0QU96MLxrKjpI4dxd1LpV47exgrpwa2Q126JF/+UXL0Penx3gH00ZKZdwpyzw+NI9vpIDTBnPsE466VnNgi0XSQtVgQnRGaz9ujnx7uJojrwO508/dPD/P3r88KSb+90YepF1oYXOKabU4e33CUN3cdp9nmYv7IJG5bOorxGZG/U7q4tgXZS8mzoprmgUsmTESb9Pzs4gn85LU9Pc7F95eNJishsEUDs0HHiJTgl5FWhJfSNRt+CDyE9x27McDtwG2lazbcnfPgkj+GKI05QIc1x9oQ9XEmsbDL/6vzqTiJdEuqn9iLvajx5DFHSRM1z+wn8aqxRM/uvzP3ppee7SaI6+BE4UH2fPQBM1dcGlDO4WDquRcSm5TM9rdfo6q4iJikZKYsu4Dp568Iab9x5w2n5qn8HmXntBgDMQtC41qliDwqi474jLmcTmpLS4iaGHyR5I/nXMG+mmIO1h3vdvybk85jcXZg7sDS6ab25UO07q46eX1rUXoSrxyLZVJ4XLsBhE4j+YYJ2I9bsRXWIQw6LJOT0cWFRgTW9ElJN0FcB9LuoumzUpKuCsMcntbHmLOveAhotLXwxN51vFf0FXaXg4VZE7h5ygWMiI/8EtLW433EywYmj3CiizESf2EeDe/03PgZd2EeWlRgm6sMZjOJmdkBtaFQKBQKhUKhUCgUit5RorgIpa1O0nAYTAmQMDryREyVO2U3QVxX9j0tGblSojf3L+9395T7jL2z+8SgFMUBLByVwsJRA7tDL2WKYMmDGnsfd1PbbuScPgum3qoRkx1515MiRMT24aIUG5pJ2BiTnpdvXcC6fRV8VlCFSa/j4qmZzMnzbwdtV/Y/Kzn6TveJd2czbHtQEpcnSRwT3us7Lk8Qlxf6HLYc9b0D/gsvJUwHggsmZfDCVu/lesakxTA6LcZrLFS0OVzc8PgWdpZ0ijNf31nGB/kVPH/LPGYMj+zSObnJUQiBT2HcyDNEzPW1ucPJS4nm6c1FFFZayU608PV5uZwXwhLkisFLuyDuD6fxUgH8oXTNBkIkjOv6pfVwCNrvYLQQor7vl5HlbwdCiAzA2xeKDtFfhhBi+qlBKeVOf/v0Qsf5dANFQWxX0QeuRhuOihZ0cUYM6ZH33GnbX9NNENeVxrVFRM1I67vsWReklBRs2ewzfvCLTYNSFAcwYsZsRsyYPaB9WsYlkbx6Io3rjuE40QwCzOOSiF8xImQiHUXkEZPY+xgwOjE038kTzTG8vGoNHxR9xdbyQ0TpTawcOYcpqXkBt93wfhGtu6q6HXO3OKl5fj8ZP5yFPiU4bk/+YsyOwZgd+rGX7UiD79hR37FQYpmU3N0prwvG4bHoYgMvJ9ofrPZWvv7eHzjURZz5SsFm1h7bwXMr7mZsYmSLoWL6MPqPjez0g0bskhwM6dFYPy/DWdOGPtlMzMKsIVuOV6FQKBQKhUKhUCiGGkoUF2G4nZIdf5UUvSdxOzzHEkbD3J9qxI+IHDFT+Vbf9jUOK9Tke0RY/cHu7Ol6dDLmcvevMQXpswTps3TYGjyuVYaYyLl+Tge3W7LneAN2l5sp2fGYw1yKZFAy+UpYez84vDhKpU+G7NC5iel1GhdNyeSiKcFzgZAuSeEb3u890g2H35DMvmdwXef+EmPy/fiOMYfn0b50bCrnT0xn3b6KbseNOo3/WRmYG4M/vL7jeDdBXAetDhcPvneAl24NTtmkUJGTGMV5E3qeT4B4i4FLZ5whKxDA/JHJzB8ZPtcNxeCgvWTqQ/1820OlazasDUEp1a4KAJ+1pYUQFmBcH22VSyl97Rz5Z38T84PbgF/0Er+1/edUgvlA7jifNVJKnwMGIUQ2kNpHW/uklPagZTZEkQ4Xda8V0rKzCtye717GYbEkXTsu7GKPrrQdqvMZczXacZQ3908YIiUuZ8+S3SfbdDj6k54CsExMxjIxGZfVjtBraGH6nuov0i2xlzaBBGNODEIXPmfqwcrEs5ax+eXncbt6frZyJkwOqUOSUadn1ai5rBo1N2htSoeL5m0+HssuiXXrCRJWjAxaf5GMMOuQdu+PZc0Unvkby5QUTNvKsR3uLsoTBo34iwf+7/LSwQ3dBHEdNNlb+ctXb/G3c28b8Jz6Q8IoQcpUqPZShMCcAtlnnRnzLwDmsYmYxyoRnEKhUCgUCoVCoVAMRtSMXoSx6++SI292CuLAU5Z0/d1uHM291FEbYLQ+5rJ1fmy+PHtcms/Y0rF9rW8pfGGKF4NOELf+UBVLf/8plz68iasf/ZwFv/uIpzcXhTutwYclEa56AvSnLF7GZsGV/wpPTgHgaAGb77VPmkoi5x4Zai6d7tv057Lp4RFLCSH4+w0z+eUlk5iaE8+wJAurpmXxyu0LOSsM9/C1XsRkHWw5WktDS+QvbP+/q6ay4BQxWEacmSe+MYc4c2BlWhSKIcgd9F+IJYDvhiCXrmOs3nIaB+zo4yeyV0sHho7z2dff9176Pp9+u+adSdS9VkjLV5UnBXEA9pImqv61B+mMnM1KfQmU+uMSByA0jdxpM3zGR8wY+PL0QwVdjHHQCeJa91ZT/n/bqHpkF1V/38WJ322lebvv75cK78Qmp7D8jh+i03f/+8enZ7D8u3eFKSv/cTU5kDbfGzqdVa0DmE14iZrue4wXNd33/F4oETqNlG9OJn7FCAyZ0eiSzETNTCPtjumYcuMGPJ+Pir2oydr5pGQPLnfkPFN9Mf9+jaQJ3Y9FZ8KS32nojINrrlGhUCgUCoVCoVAoFGcmg2tWcohjt/YsC9iBrQ6OrZWMvjwyJhxyzhbsf8Z7rpYUSPbDFOh754zmkwOVWG3ddxAnRxu55awzY6dtpNFcLin9TOK2e5znkiaE/vo7UN7ILf/ejr3Lgltdi4NfvJlPQpSBS8Mk+Bm0jFsOP9wLu1+CxjJImwiTrwBD5Lh8nC6GKDDGg91HJZaYrMi4Pw4E3148kk8PVrH9WHeV4LSceG49e1SYsvI4BN60MI+bFuaFLYcOpK+6ox1xIl9EmRBl5IXvzGd3aT35ZY2kxphYOi4VfYS5lOwra2TdvgokkuoTgRMAACAASURBVPMmpDM5Oz7cKSnOMErXbIgBVvv59htL12y4L+fBJdYgptS1nmMoV4XPkVJ+2teLhBB5wFF/OpBSPgA84KXNIiAX+GX7a0JJx/lMEkLoenOLUwSOq9FGy07vBoeuOhute6qJmhEescOpWCanYN1c5jWmT7NgyOh/ydeFV11Paf4enI7uhoIxySlMv+Biv/JUBIajupW2/GqkW2Iel4QxawDKQh5rpOb5/Z6ize24rQ7qXjmEFmPAMr73kqCK7kxYdDbDJk5h/4ZPaK6vI33kaMbOX4ROP/g2eWgxBoRRQ9q9i5n0yYNvnO0vcecMx1ZQ7ymP3AXTyHhiFoRPgy70GrFn5RB7Vh+1PweA3sacg2E8CmBJFpz7iI7qvZLGo5KodEH6rP4Lz0ONvaSJ1gO1CE1gmZwckWXfFQqFQqFQKBQKhUIRHpQoLoKwloDL5jteXzhwufRFwijBmCsFBa90n8QRephxp+bX5Mi4jFhevm0Bf1x3iE8OViKE4MJJGfzo/LHkJEYFK/WgULlTUrNXYoyFnKUCU3xkTQYFg33PuMl/Sp5cCNj7L0nWYlhwv4ZmCN2/98mNRd0EcV15dP2RiBHFFVY28dj6I2wtqiXGpOey6dmsXpAbmWVeo1NgwR3hziJghE4w6hIfglwNRl069D6HvrAYdTx3yzze3FnG2n0VSAnnTUjjshnZkXkNhoHzJqbzycEqr7E5eYkkRPlhaRompuYkMDUnIdxp9EBKyU9e3cOL20pOHvvThwVcMTOb3181DU07cz6TirAzCfBXJREDTAS2Bi8dun5r97kqLKXciRf3MyFECuD9BnZmUgjMwuMYlwH0rEMGSCnvAnrYDgkh7gH+XygTHEo4ylu6CYFOxX7CGjGiONPIeKJmpnlc7bqi10i4xL9NApljxnHNA7/j85efp2j3DnQGA+PmL2bhNTcQnRA5ZdOklNgK6rGXNqHFGIiamjronNhOh/p3j2LdUEqHdqTxg2NEzUgj8eqxiBB+z7BuKPX+OZBg/aw0YkRx9jIr1g3HsR1rRIvSEz0zneh5GRFZ5jUmMYk5l1wZ7jQCRjPqiJqVTvPnJ7wEBdFzMwY+qTChWfSk3j6Nlh2VtB2oBeERI0VNTUXoI+8aDAfnDJvKjsojXmNn50xGpw2e85QyWZAyOfLGd9IlqX3pAK27q08ea1x3jOgFmSReOjqMmSkUCoVCoVAoFAqFIlIYerOmgxhzMp5lMR+bBc3J3o+Hi+nf00ieLDn6jpvWGkgYLRh7pSBxnP+TJBMy4/jHjbODmGVwsVslG3/ipmZv57Gdj0hm3yPIPX/wTGb1Rfk2Sf4TPS/Eso2w7xnJ5G+FbiJsb5kPGzBg/4lGXG6JLsxCi50l9Vz/zy9osXcaleSXNfLRgQqe+fY8DBG4CDFUmHijoLkMij/qvD51Jpj+fUHS+MiboA0lJr2Oq2cP4+rZw4Le9tajtTy9uYjDVVZyEqNYvSCXswdZGesrZ+bw4tYS9hzvfk8x6TXuWz4+TFmFl50l9fz1owI2FlZjMepYOTWTO88dS2qsya/2XtxW0k0Q18GrXx1n+rAEblyQF2DGCsVpExvm95/KdjxyCg04D/hNkNs/09gKXNv+/+cBT4cxlyGPLq530bguNrJE5YlXj8U0JpGWbeW4WxwYcmKJXZztl0tcB5mjx3HFT36JlBIhIu/7pavJTvVT+TiOdxpcNrx9hKRrx2OZFGGTBgHQsrsK62elPY/vqMSQFU3sktC5QNmP+zYP7S02kLQV1lP91F5wesZFrlqoL7XSVlBH8uqJIRUNnukkrBiBq8FO276ak8eEUUfiVWMwpEXWhs5Qoxl1xMzLJGZeZtDbLtq9g11r36G+opzEzCxmXLiSYZOmBr2fUHLd+LN4o/ALDjeUdzsebTBz58xLwpRVeNlWXsDfd73H9ooCYgxmVo2ax3enXUS8yb/ntnXj8W6CuA6aPz+BaXhcxAj5FQqFQqFQKBQKhUIRPpQoLoKIShOkz4aKbT1jQoO85YFNajaVSo68KWkqkURlCEatEsSPDKzNYUsFw5aeOa5EO/4iuwniANx22PZ/kqTxkthhQ2Pi+chbvu0hjrwtmfyt0PWdEuNbnJEUbQy7IA7gt+/s7yaI6+CLI7W8vbuMy2cEb4HG7ZAIHWpRox1NL5j3c8GE1ZLKryR6C2QtEhhj1fkJFi9tK2bNq3voqD56oLyJD/dX8OPl4/ju0sGz09ps0PH8LfN4bP0R3th1nBabi/kjk7l96agzsrzn9qJarn98y0knTpvTzbNfFLOpsIbX71hEvKX/5ate3FrsM/b8lmIlilMMJE1hfn83pJTVQogvgIXAEiFEipSy52qd4nR5G3io/f+vQIniQoohIxrjsFjsJV4+Fnot4MVlR0UzzVvKcda0ok+xED0/E0Oq/yISIQTRM9KIDsGidyQK4gDqXinoJogDkHY3NS/sJ/PHc9DF+Sd2jzSat3hx4joZKw+pKE4Xa8RV593GP1KEoQ1vHzkpiOtK2/5a2g7WYpkQPIGkdLpBE2pM2o4w6Ei5cSL2Miv2ow0Iix7LpGQ0k5piDRbb336N9c/86+Tv1cVFFGz9nHO/dTvTL1gRxsz6R6zRwrMr7ubxPWt57+iX2FwOFmVP4DtTlzM6IfhCwkhnw/F93L7uYZzSMyatdVl5Ov8jtpw4yAsX34tF3//7a/O2cp8x69YTShSnUCgUCoVCoVAoFAolios0Zt+r8dndbpq6GK8IHcy+RxCT5f8EZNnnks9/4cbt6DjiEcjNvleQt3xou1q53ZJWh4sooy6ghQ17k6T0U+82ftIFR9+RTL0tdJPEdqeb/LIGjHqNiZlxIV2kaan0HbPVgcsu0RlD0/+1c4ax/pD3imHX+OmI1WJ3UtFoIzXWREyAE9W1zXa2FtX6jL+/tzwooriK7ZL8p9zU5INm9AhQp9wssKSqhQiAuFxBXK46F8Gm2ebkV2/vPymI68of1x3iqpk5pMWZQ9b/l8dq2VFcT3KMkQsnZRBlDOzzGms2cM+F47jnwnFBynDw8vu1B72Wpj5a3cwLW4u57ez+l5krb2zzGavoJaboydEd29n14Xs0VleRkjOcGctXkTlGXbf9IB+w4l8JVSuwL7jpAPAoHlGcDvg1cFsI+jgjkFIeEkJ8DCwDVgohFkkpN4U7r6FM0rXjqPrXnu6iIL0g+Wvj0MX4Lwhq2VlJ7X8Ogbv9i8bBOqxfnCD5uvFYJqcEmHVk43JL2hwuogMcizjrbbQd9DEWcUqav6wg7pzhAfXRG9Lhxn7CimbUBeTGdzq46r2L0sBzHkJJ9OwM7MXe9dJRs9P9atPRImmrBUsy6C2BjWOcNa04ypt9xlv31gRFFNeaX0PjJ8U4Sq0Io0bU9DTiLsxDF93/zRRDEWNWDMYsf6u3K3zR0lDPxhe86N+l5LNnn2DC4rMxRYXu/tN2uB5HWTO6OCOWickIQ2BzponmGO6dcwX3zrkiSBkOXv64/fWTgriuHKgt5c3DW7h23JJ+t+lq8P08cDXa+93emUzr3mqat5XjarRjyIohZlGWuscpFAqFQqFQKBSKIYESxUUYUamCC57QOL5BUnsQTPGQe15gQhiXXbLt/7oK4jxIN3z5R0nWQokxbuiJS2xOF3/+sIAXthZT1+IgO8HCNxfl8e3FI/wSlLXV0uMcdqW5IoBk++D5LcX8Yd0hqq2eyZ6RKdH88tJJLBkTmnKGcXmCuoPeBYDRWYRMEAewYkomNy7I5d+fH+t2fMHIZO48d0y/2rI5XTz43gH+s62EZrsLs0Hj8hk5/M/KCX6Lbdze1EJdcPk22Tttyrd6yvR2zBW67XBsraR6j+S8x7SwuKI5XW7W7atg/4lG0uPNrJqWRZxZLYZIKfn0UBVv7SzDanOyYFQyV83KIXaQnpv1h6qw2pxeYw6X5IP8claHwP2rodXBd/69nS1HOxd5Y835/Plr01k23r+Fx2DjskvKNkpaKiE2V5A5F4RucDw72xwuvjjiW8z78YFKv0Rx4zLiqGj0LmIenxHX7/YimbpmO1uO1mDUaywclYLZEDyX3M9feYHN/3nu5O9VRUc4sPkzLrrjR0xYvDRo/Qxlch5cYi1ds+EZ4HY/3v7vnAeXhKIW3vPAj4DpwK1CiLVSyldP871nhyCfwc4a4As8JWmfFkIskFJ6vwF1QQhhBBaEOrmhhj7FQsbds2nZU42jzIouzkjUjLSABHHuNid1rxZ0CuI6cElqXykga1wiIoj31kihxe7k9x8c4uUvS2hqc5KbHMUtS0by9fm5frXnarBBL8OR3oRkgdK04ThNnxTjbvF8V9SnR5F4xRhMuaF55uvTo3HWeBfZGzJCW6IyanY6tqMNtOzovlvMPCGJ2CXZ/WrL2SrZ9Yjk2DqJywZ6C4xYIZjyHeH3uFqe+jnq8YI+4qdBy64qal88cPJ6k3Y3zVvLsR1rJO2O6WjGgf+8Sqeb1vxqHBUt6BPNWKamopmG3n2jv7ilm4+Ld/Ne0ZfYXU4WZU3gklHziDIMTtfIwu1bcDl9jEltbRzZsZ0Ji4L/VcnVZKf66XwcpZ1fC7VoPck3TMA0MiHo/fmDdLho3VvjES1lRmMakxCxrqanUtnSwL7aEp/xz0rz/RLFGTKivbvbtseGEm21kuo9nudI2gzQDMH729e/fQTrxuMnf3ecaKZlZyXJN0zAMnHolGZXKBQKhUKhUCgUZyZKFBeBaHrBsHMEw84JTnsV28De4D3mtkPpBsnIiwfHJEp/+P7zO1i7r1Opdry+lV+/s5/KJhs/XTGh3+1FpXkmHpyt3uPxeX4m2gfv7D7BT1/b0+3Ykepmvv30dt783qKQCA/GXCEo/lAie1YIZexVob9W/vfSyVwzexhv7z6B3enmrLEpnD02td+Tffe+vJs3d5Wd/L3N4eaFrcWcaGjlqW/O9Su3lBgTU3Pi2V3q/UN17oTASzPs/VenIK4rzSfg6LuScdcO7Oe1pLaFG5/YytHqTjeC3717gL9dP4Ol487cUhRSSu79727++2XpyWNr91Xw5KYiXrp1PpnxljBm5x+OPlSdNi9OY8HgZ6/t6SaIA2hqc/Ld575i/b3nkB5Cd7rTofaAZNPP3LSdTFESMwyW/E4jJjvyn59CgE4TuHwsoBr8FPfdvHgEGwqqvK673rxkhF9tRiIPrT3IPz47cvL6T4gy8MCqSVw2o3+L4t5orKrk85df6HFcut18/NQ/GDN3IXpjZJRpGwQ8jMeNrT8XtAQeCUUyUkqXEOIGPEKuWOBlIcSvgV9LKb1usxBCZAC/AG49JceIQ0qZN8D9bRNC/AL4FTAK2CGE+LqU8lNf7xFCnAP8HpjZtamQJjqEEHrNU5I0SGXHWvNrkHbv3yNkq5PWA7VETQnNhp9wIaXkW09t6yZMP1bTws9f30t9i53vLevfhh8AfbIZdAJc3i9lfVpoxGLNW8tpeOdIt2POihaqn9hL+p0z0ScF/7tazKIs2vbXeP3Uxi4O/BncG0ITJF07juj5mbTmV4PbI4gzj+q/MObzB9yUb+383dkKBa9I2upg/v/49x1Mn2JBn2LBWe19csI8PsmvdjuQUtK4tsjruXdWtNC6s4rouRkB9dFfHBXNVD+R380Vqv7do6TcOBHTiPgBzSWScLnd3PXpP1l3bOfJY+uO7eTZ/Z/yzEU/ItE8+FyeXM5edqMCLkfvcX+p/c/BboI4AHezk+qn95G5Zi6aJbxT6G2H66l9bv9JYTJ4RF8p35yELj7yBZAGrXcBq76PuC9ilmRT+/yBngEBsYtC+6wYKKRbsuvvksLXJbL9z29KhNl3a2QtCnw+wlHe3E0QdxKXpP7Nw5jHJ6ny2QqFQqFQKBQKhWJQM7TrZioAT5mOXuO+q24MWnaV1HcTxHXlqU1FJx3X+oPeIhjhQzyot+AzFiiPrj/s9bjd6eaJjUdD0mfiWMG8n2uYusz5a0aY8HXB6MsH5rYxOTueNReN5/5VE1k6Lq3fgrgjVVbe2l3mNfbpwSp2l9b7ndt9y8d7FZFMyorj8gBFEvYmSd0h3/GK7QO/lnvnizu6CeIArDaPYKmhJTQT0oOBdfsqugniOiiubeE37+wPQ0aBs3BUSq8CqVCIIKuabLy3t9xrrM3h5j/bfO8mHwhcdsnGn3YVxHmwlngWOQcDJr2Oc3r52100OdOvds8am8qDV0whIarTGTHeYuDXl03m3AmR4fAXKM9+cYy/flzYTRBa3+Lg7pd3saO4LuD2C7ZuRnpTQQNtTY0c27PTa0zRk5wHl+QDd/fzbXe3vy8kSCn3ARcA1XjGXfcDZUKIPwshrhNCLBJCnCOE+JYQ4lXgKN2FfY8DfwpVfoMNKeWv8ZSiBcgGPhFCbBdC3COEWCWEmCeEWCmE+IkQ4ivgYzoFcTXAainlMS9NA4wSQvz+NH5+GNp/5dBF2rzstukab+s9PhjZWFjt06n10fVHaPbhztsbuhgjUdO9P9O1KD3RM4P//JVS0rTe+/cxaXNh3ex9zBUo5lEJJF45BtFFiCKMGnHL83yeg2Bjyo0jYcVIElaO9EsQV3tAdhPEdaXkE0lTqX9jOyEE8RfleZ3RM+bFYZkUmKuPq87m06UPoK0g8O9A/UFKSc1z+3uUSZStTmqe2Yd0DL37x+nyxuEt3QRxHRTWn+BPX70ZhowCJ2/aTM+uHi9oOh25U6cHvU9ndSu2Au9zRNLm6uEaOdC425zU/HtfN0EceMRMtS8dDFNW/SPRHMPsdN9i8Aty/fu7Rk1NJX7lSIS5U1SnRRtIvGYcppFDQzB78EVJwX87BXEAtjr4/JduGouC4Ay627f5sqvehr24MeA+FAqFQqFQKBQKhSKcKKe4M4CUyQI0CT7W7lOnDr3dXhsLq33G7C43W4/WsmJK/0UAU78jcFihaG3n+bSkwbyfaFhSgn8epZTsLfNh8wfsOR66iYlhSwXZizQqd4DLDqlTGVRldrcfq+u1asy2ojqm5vhXAmPR6BRe/M58Hv7kMFuO1BBj1nPZ9GzuWDY64JJ6mh7P4oaPz6s2wIZBB8ob+arY++Rwi93F6zuPc9PCvIFNyk9aqiSH35DU7pMY4wV5Fwoy5/t/Tb+2w8tO2nY+yC+n1e7CEoayQoGQGmvi24tHehXjXj0rh9FpwXcaKKtv9elgBh6RYTg5vlFi87HuV18INfskyRMj/9645qJxfHmslrpThKyzchO5alaO3+1eO2c4l07PZltRLVLC3BFJQS0tGm6e2ORdfO5yS57aXMSM4YkBte+023uN9+WUoehOzoNL/li6ZgPAQ/TuGCfxCOL+GOqcpJRfCCEmt+d0HZAC/KD9xxcfAL+RUm4IdX6DDSnl/wghPgP+CEwCZrX/+KIRj7jw/6SUva1o53B6ospd7X0r+okxrxd3awHGIej01NuY1GpzsqO4nsVjUvrdbsKlo5B2F617q086eemSzSR/bXxInIxkm6tXgZT9eCgqUHuInp1B1LRU2g43gEtiGhWPZh4801jVe3oZkEqo2SuJzfHve6RlUgop35pC0/oS7Mea0KL0RM1MI3bpMIQusI1sQt97TkI/sPtr7UWNOCu9u+K5W5y07K3xOFsOAkqaqnh+/2fsqykmJSqOq8YsYkHWeL/be+vwll5iW3lgwXWDprxmB4kZWUxddiG7P3q/R2zG8pXEJvX/vtkXzjrf9zgAZ23v8VDTsrPSp7jcdqQBR2ULhhA5hQaT++ZeyTfe/xPNju7nc1HWBC7Mm+njXX0Tuzib6LkZ2IsaQYBpRPyA36dChXRLCl71/ixxO6DwdcnMuwL7jEsf7rMn405ltKxQKBQKhUKhUCgGN4NnNlHhN9GZgrwLBEXv9xzEZsyDpPGDa4LsdLD0sSDfV9wXmkEw5z7BpG9IavaDMRbSpoPws/RcXwghSIoyUtPsfdE8JSa0CinNIMjwr8po2Im3GAKK98Ws3CSe+EZgZWm8obcIMufDic3e48OWDuzn9UR975O/JxrCOzl8utQdkqy/243j5JqdpPRTyejLBTN+4N9kaVObb3cPh0vS6hh8ojiANReNJzvRwpObjnKkqpmcRAur5+dy85KRIelvWFIURp2G3Ufp1pGp4S3503yir/jgEMWNTovlze8t5olNR9lYUI3FqGPV1Cy+Pj83YBGb2aBjyZihVfIOPMK3I1W+7XQLKgIXAeRNn8XGF//tNaY3GBk2cUrAfZxptAvj1gLfBW4Eut5ErMC/gUdC6RB3KlLKCuDrQoj7ga8By4CJQDLgBCqBAuAj4E0p5eC0Gx0gpJTrhBBTgPOAy4H5wEg8f+sGoBz4ElgHvCGlVPYWEYAxKwbzxGTa9tX0iEVNS8WQMvjKzvdFn2NSo3/fQTWjjuQbJuCsacV+3IouxoBxRHzIhC/CqCGMms/yt7qYwMZVffZv0GEJsBxouDDG9h43xAT2NzOPTsA82r+NXr2hizNhzIvzCEy8YJk2sN/7TnWI6288UthWXsCt6x6mxdmZ7ztHtvPdaSv4wcxVfrXZ5PA9Hm9x2nBJN3ox+Mak5938XRKzstm59h0aKspJzMxixvJVTL9wZUj60ydbPNspfGh/9KnhfUY56/r4DNS1DQpR3JSUXF5Z9ROeyv+QbeUFxBjNrBo5j2vGLfa7fGoHmlGHeWxgG5YiEXsTtPX86nSSxmOBC9bMYxKxru9ZBQFAmHUYh/fxMFNEBEKImcD1eMZI2UAcHsfyEjybrl70Nc4UQnRcSI9JKW8bgHRPCyFEEZALfCClXB7mdBQKhUKhUCgUgxglijtDmHW3wJwEh9+SOJo85T7zlgumfCfyF/L9YcWUTH777n6cXtyHkqONLBwdWDmRqHRB1ABVhrtqdg6PrT/iPRaAu0+oaa2WlG2SuF2QOU8Qkz2w19rScakkRRup9SIojDbquHBS5Jb2m3arRu1+dw93qox5MGzZwJ7HMekxaAJ8GXmNywivYOl0+fKPXQVxnRS+Jhm2THocNfvJ7LxEnw4go9NiSIoeYFu/ILJ6fi6r5+cipQy5s0BStJFLpmd5LUUbY9Jz9ezw3ufihveyOgLE5fp/flw2SeFrkuKPJI4Wj3PruK+JgNrsjWFJUfxi1aSQtD0U0WmC9DgTFY3eF6GyEgJfHEsfMYqxC5Zw6POehmCzV12OJbYXZyWFT9oFb3eUrtlwHx7xWSzQBOzLeXBJUCyNpJRPAU/18z1HgN+2//jb7wPAA/18TxG9O+eFHSnl0n6+XuIRva0LsN+IPi9DjeTrxtPw/lGat1cgbS6EWUf03EziL8gNd2ohYeXULP70YYHXWE6ihRnDAlu81ydbPEKOECN0GlHT02je6r3cffTsyB1XOevaaDvgKWFrHp+EPtE8oP1nLxZ89WeJy4tuyZRARG9AS1g1iqp/7u5R2tgyNQXzuIEVnhgyonuPp0e+GEhKyf9serabIK6DR3a9y4qRsxmd0P9qBrPSRrG32ntl8GmpIwIWGoULoWnMXnk5s1dePiBjUn2SGfME78JtLVpP1PTwbgDqVTguQB+AsNxtc2LdWEbrnircDjfm0QnEnpUTsudLXnwaDyy8PiRtD0UM0WCIwet8FkBUWuCfDfPoBExjE7Ed6mmRH7dsONog3Ox5JiGEMAF/BW6m55gvq/1nHvAzIcTDwD1SSmVJr1AoFAqFQqE4o1CiuDMETS+Ycotg4k2eMnCmBNCZhu4aUEa8mfuWj+c373bfAKXXBL++bDIm/eAZ0N957hh2FNez9Whtt+NfmzOMS6ZlhSmr3tn3jJt9T0tk+/z5zr9JRq4SzLxLDFjpDpNex0NXT+O2Z7/E5ux0NTDoBA9eOZVYc2gdDQIhdrjg/Mc0Cl+XVO6Q6C0wfJkg90KBFiJXQl/kJEZx0eRM3tnT0y4rK97sVxli8JQSOvKWpKVKEpcrGHWpIH5EaP5t1uOSugO+4yUf+yeKu2FeLs9+UUy1tefCxveXje53e5HIQH1e//fSSTS0Oli3r+LksbRYE3+5bgYpMaYBycEXmQshOguay3rGUqZCwmj/zpHbIdlwn5uqXZ3HmsskpeslZz+kkTRh6D6jveFokTSVgCkeojMi599+w7xc/rDukPfY/OFB6WPF9+4mdVguuz58D2ttDYlZOcxacSnTzr8oKO2fybQL4LaGOw+FQuFBGDQSVo0ifvkIXM12dDHGIVPezBuj02L4/rLR/PXjwm7HTXqN31w+BU2LnOddX8RfNAJ7mRVHafdV+ZizsjGPi0wXt/p3j2LdUNq5t+HNw8QsySFhxYgBy8EQI5h9r2DrbzvHxgCaEebcp6EzRu41YMyOIf0HM7FuLsN2rBHNrCNqZjpR01IHvBynISMa0+gEbIX1PWL6VIvf12BbYT3N28pxN9kxZEYTvSArZK6V+TXFFDX6ruL9zpFt3Dnzkn63u3riMl4r/JxGe/fysgLB7dOGxnfJgbrekq4aQ83zrm7XmS7BRPINE9BM4Z0+t0xLpeGDItzWnjoW8/gkvwVsbruLqn/swdGlDHZzTTktu6tJu20qhvTeBalDDXerE2dNK1qsEX18eOchOtD0ghEXCQ697H2j3qhLgvP5SFk9kcaPiz33RKsDQ0YUMWflED0zcoXvipM8gcchDmA98DxwAGgBEoG5wK3AMOAHQBKweuDTVCgUCoVCoVAowofwbLIfWgghSrOzs7NLS71bfyvOHL44UsNzW4opq29lTFoMNy7IY2LW4HNdcbslnx6q5NODVRh1GiumZjJzeGSWBSjbLNn0M++ldaZ/XzDmioFd+CqpbeH5rcUcrWpmWJKF6+YOD3s5xsGG1ebk3pd38X5+OR2PjAmZcfz1uhmMTuv/uSz4r5udD3d/9mgGmH+/Rvbi4E941x+WrLvZ+zUJHtfMOff5d10WVlr55Vv5bCysRkrITY7ikXuy8QAAIABJREFUrvPGcPmMyHVxjGQKKprYWVJPcoyRJWNSMegiY6G8qUSy+X43jUWdx1KmwIIHNMxJ/l2zRR+42fag9+9gqdNg6Z8Gj3g7EKRLsudfksOvS5zta3lpM2DWPRoxWf7fD/Yeb+CVr0qpb3Ewc3gCV8zMIdqPxSyHy81dL+3knd2dwmCdJrjz3DH84NwxfufnC7fbhTZIHT28kZOTw/Hjx49LKdVNUTEkEUI8APwCWH+q250akyo6WH+oipe2FVPRaGNiZhw3Lczz6zt0uJEuSdv+GtoK6xFGHVHTUjFmR+a/o/nLCupe9i5qT7xm7IAv8jcVS468I2k+IYkdJhi5UhCdGbmCuEjE3eKg9qWDtB3sdDIyDosl6frxfjkANqw7RtNHxd2OCYNG8k2TQlKSdlt5Aavf+4PP+E0Tl/GTeVf71fb+mhJ+t/W/bC33XPOj4jO4c+YlXJA3w6/2znTsZVYcZc3o4oyYRicgIkTAbC+zUvvcfpw1ndaTpjEJJF83Hi3Kv02fTZuO0/CW98oU5onJpNw40a92BxvS6abh3aM0bytHOtwgwDw2kcQrx6CL818cZzvWSMvOSmSbC9PIeKKmpyL6KK3uDZdNsvkXbsq3dB4TOph2u2DMlcGfM5FuGTHXfTAYymNSIcR5dDpn/0ZK+XMfr4sF3gbOaj+0Qkr53gCkGBCqfKpCoVAoFAqFIlgoUZxCoQgqG+5zUe7DkyV2OCx/eugs9p9pFNe0cKC8kfQ4M9OG+bdQ0Foteedr7m5OCR2YEmHlSxqaIbiTb26n5O1repaj7WDOGkHehYFNJNZYbbQ6XGQnWAbcOUExcFTtlrRUSOKGCxLHBfZ33vRzF2WbfMcveV3DFD/0r6Xdj7k5+GLP76JRGXDhkxp6c//PwV8/KuChU9zdshMsvPid+QxL8q+81t7jDaw/VIVJr3HRlEyyg1A69UxgKC9AKBSgRHEKRaRS+fBO7CVNXmPG4bGkfXf6AGekCBaOqhaclS3oEs0Ys/wTZToqW6j4w5deY7okMxn3zg76mK7Z0cbZL/0Eq8NLLV3gkXNvY9nwaQH1Ud3aiN3lJCsmMt0bFYEj3RLbkQZcTXaMmdF9lhbui8rHdmM/2uA9qEH2rxYhImSjWiipe7XAa4lwfVoU6XfORPhRsaH+nSNYNxzv3l6qhdRbpqKLM/qVZ80+SeVXnmoSOUsFluShP18QDIbymFQI8TxwHVAK5Eopfe4IFkIMBw7jqRz1tpRy1cBk6T9KFKdQKBQKhUKhCBaqfKoiaEgpaa0GvQmMcWpgfqZi7Vll8yTNvcQUkc/w5CiGJ/snKOmg9FPpVRAHYKuDyh2QMTegLnqg6QUTbxTs+HNP4U3cCBh2TuD3q+QASny2VElq9kj00YL0WZ58A6WtVlK+VSJ0kDlPqHtykEidKoDgnMs+9yQMvT0LPXA0Swpf9/4PbSmHko8kIy7u3/neU9rQQxAHcLy+lZ+9vpd/f8u/G8zk7HgmZ8f79V6FQqFQDBzSLXE12tCMOr+dcxSDH2etd+FRXzFF5GNIjcKQGtiYtHV3lc+Yq7YNe0kTpuHBrTAQbTBz85QL+NNXb/aITUvNY+mwKQH3kWLxP+eS2hZ2lNSTYDGwaHQKuiC4RDnrbdgK6xF6gXl8EppZTUEHitBEcJ0MexuUSs6IMamryU7zlxVeY87KFtr212CZnNKvNtsK6noI4gCcVa3Uv32Y5Osn+JVr8kRB8kQ1t6PoRsfFdLQ3QRyAlLJYCPEZsAyYHPLMFAqFQqFQKBSKCELNSCiCQvHHbvKfklhLAAEZc2D6HRqxw9Vg/Uwjdhie68BHTDFwWG1O1u0rp77FwezcJKbkhF/Q4exjDaqjfGKwGX2Zhs7k5sDzEmspaEaPGG7abQKdMTz3KbdLsuPPkqPvSDxTVxJTIsz5sUbmfP9z2vO4m4MvSaTT87vOJJn8bcHYq4f+Du/BROY8wYnN3lcZksaDKWHoPz8bj4Grl3tC7QEYcXH/2nzlK9+OTBsKqqhsbCMtrv8lthQKhUIR+TRvK6fxkxJctW2ggXl8MgmrRvpVWlExuNGnWrA3O3zGFAOHu9VJa34N0ubENCohYGeroORk71U3gLT72MUVILdNu4hYo4Un9n7IcWsNUXoTq0bN5Z7Zl6OJ8IzVbE4Xa17Zwxs7j+NuH5pkxpv547XTmT8y2a82pZQ0vHUE6xdl0H6qhVFHwsqRRM/NCFLmimBgHp+EvajRa8w0OgGhH/pzCI4yK7h8q/9sJU39FsW1fFXpM9aaX4Pb5kQzqSWZM4XSNRtigElALNAE5Oc8uMQa5G4mCyFipZTebXI7eQB4FOi2bV0I0fEheExKeVuX408BNwHvSClXCiEWA3cBC4EkoBz4APg/KaX3WsyedkYDPwYuALKAWuBT4HdSyl1CiDbABHxTSvnU6fyDu7S9BLgNWAKkAc1APvAy8A8ppa0/7SkUCoVCoVAohiZqBKYImJJPJVt+1WUCQUL5VvikwM0Fj2uYkwJb2He7JVoQdqkqBoYxV2ic2Ox9knnMFervOFC8v7ece17ehdXmPHns7LGpPHLDTKLDOPmWNlPAv7xPOGoGSAl8g7xPRlykkbdcYm8EvYWwieE62Pe05Mhb3c+FrQ423+/mwic1YrL7n9/R99wceK57my4b7HpEEjtckjlPfQYjhdwLBEfeltQXdD+uGWDKLUN/8QHA1IdO1+SHCUJdi91nTEqob3UoUZxCoQgaUsoH8CwuKcKMdesJ6l8t7DzghrZ9NVSVWUm/a2bADkXS7UZoZ8bzeSgQszCLWh9Cj5iF2QOczZlL85cV1L9eiHR0zg9YJieT9LXxYRXbmEbFY/3M+0YKYdRhHBYbsr5vmLCU68efTb2tmWiDGaMuvNOyv31nP6/t6O5odaKhjW8/tY1P7lnq1/dm68bjWDeXdTsm7S7qXitAnx6FKTe4LnwK/4mZl0nLlxU4q7rvThQGjfgL8sKT1ACjRffuKqvrI+4Nd4t3UTYALom0uUCJ4oY8pWs2TALuAFYDXet9W0vXbHgGeDjnwSX5AXazC5gOJAIvCiFukVKW+XqxlHKDvx0JIe4G/j+g6wM8F/gOsFoIcaG39oUQ5wNvAF13JaQD1wJXCCFu8jMfHfBX4PZTQiY8ArklwB1CiJVSysJT369QKBQKhUKhOLNQs7qKgNn3tHcBlK0ODr/ln9d+Q4uDB97MZ8oDHzDyp+9y+SOb+Gi/dzt7RWSRPksw4wcCXZe5U6GH8dcLRlysbjkDQXFNCz94YUc3QRzA+kNV/OrtfWHKykPyREHGPO+xUZeKgEW0fSGEwBQfPne4DtwOyeE3vN8f3Q58xvqi8FXf7yt8rXdHBMXAojcLlv5BY9zXBJYU0EdB5kJY+ifNIx49A4jJFiT7KtohPMLB/jJjmG8lXVK0kdwAS0ArFAqFIvKQbknTx96tql31Np9l0fqiub6Otf/4K3+56Wr+cP2lvPTAGo7t2RlIqooBImpqKnEX5kFX4ZVeI+7CPKKm9M/xR+Ef9jIrda8c6iaIA2jdW0PD2qLwJNWOeWwiRh/CrNizskPu4CSEINEcE3ZBXFObg/9s9y4ObLa7eGmbjxIAfWDd5EOPIekhllOEF82iJ/XWqcQsykKLNSBMOiyTk0m9bVpIxaGRhDEnFn26jzGiThA1Pa3/bfZy7nQJJrQYY7/bVAwuStds+CGwB49gK+aUcEz78T3trwuEhznpyckKoEgI8ZYQ4jtCiJEBtt2VOcD/w+MM90NgAXAR8Hp73AI82S5UO4kQYjLwVnu8Gc9mosV4HOOexGPY8W/Anw/FX+gUxL0LXAPMBZYDjwAOYBzwoRAiyY/2FQqFQqFQKBRDCLUtSREQ9kZJY5HvePWu/gs72hwurn/8C/LLOnd27yiu5+Z/b+ev181g5dQsPzJVDCSjL9fIPV9SvlXidnmEcqEWOyk6eXFbMXaXdwHUazuO89OLJxBn7v9u12Cx8H819v5LcvRdicMK5hSPi+C4r50510hbPdi9m1cA0FjsnyiuyXflSJr8W9NQhBBDjGDqrYKpt4Y7k/Ax58ca6+9201rV5aCAGd8XxA7r/z3hylk5PPbZEU409KzLevOSEZj0Oi/vUigUCsVgxlXXhuv/Z++849uqzv//PhqWLct7J05iZ++dkB1CwkwIexVoIS1ltfCjpaWUthS6oC10fMsqo7SMMsJsCJkkITtk7+EkduIR760tnd8fshM7lmRLlmU7Pu/Xyy9b99E957Gke3XvOZ/zeap8V0ayn6iG6YG5g9nMZt5/6nEqC89dXOUf2s9Hv/8V1z32JNljJwSdryI8xM7pQ/TkdGzHKgGPEEpj7Lx7oJ5G/daic9P058e2FRN3WVanucUJIUheNILqL3Mx7yxB2l1o4w3EzOyNKcBzRXemsMqKxeG7VOyxksCr+0mn2+/52Flm8RlTdA5aUwTxVw8g/uoBnZ1Kp5F4yxDKXt+Pu2nZbY0g4YZBaGMD1+pEX5RB3eZC3PXOFrGYi/sgVDWUC5oGodvzbXiqAJ7P/9l6Mp+Z+Zdg+pJSfiOEeAyPYA1ADyxo+EEIcQr4CvgCWCqlNAfTD56ypHnAZCll0/rAy4QQHwPXAQOAKcDGJvHn8Ti3mYHZUsodTWIrhRCbgFcDTaahZOoDDQ8fk1L+8bynLBdCLAZW4nGzewr4YaD9KBQKhUKhUCguHJQorpuxv6CaL/cX4XLD3GGpTMrq3IUuWoPHBUy2vM8HQH/+Wqg2sGRvUTNBXCNSwp+XH2H+qAyEUAMIgXK6wsx735ziRGk9fRON3Dq5L9nJ0R3Wn94k6HOJep86g7wK32McNqebkhprp4ritBGCMfcLRn1f4qz3nCd62qCgIdZTwtXpY07AmBbc62HqBdUnfMcUiq5GTB/BFf/WkLdSUnnEUzK13+WC2L7BHQMxkXr+e88Unvh0HxtzygFIMOr53sz+PHDxwFCmrlAoFD2WncXHWXN6H0LAvL5jGZ2S1an5CIPWM63oY02BCKJ06oG1K5sJ4hqRbjcb3vuPEsUFiaPMQv22M7gqLOhSjERPSkeX2HFlzbXR+qBcfhTtx1nRcoFCI9LqxG1xoo3pPLckjUFHwrUDib+6P9LmQkTpetw4U2qMAb1W4HB5P3lmJkR53e4PodOgjYvAVW33Gu/I412hCJaIXibSH51I/Y5iHGfq0cZGED0hDV1S4McAgDYmgpR7RlP5SQ72PM/4tsakJ2ZOH0xTMkKZuqKL0VAy9bkAd3su/2frVwRbSlVK+WchxDHgH0DmeeG+wF0NPzVCiOeAZ6SU3k/S/vnteYK4Rv6FRxQHMJIGUZwQYhBwacP2P54niGvM/TUhxHV4XO4C4eGG3zu9COIa214jhHgT+C6wSAjxqJTSt2pboVAoFAqFQnFBo0Rx3QQpJY9/vI/3mpQveHndcS4fkcY/vjUevbZzVthqDYLMmYLTa7wPovWdG3heXx8t9RnLLTeTW27uUDHXhciaIyXc99YObM5zS7Xf2HiSv94yjvmj1YDMhUZ/P8dHlF5LelxwA3uhRqMVRHivWnPBozUI+l0uOP6pl3OnBgZcHdyEzIBrBDv/4v18POAaVb5Y4Z8z30iOfeSmJheMqdD/akG/Szv+c6OLEgxYGLpJyKzkaN753hSKqi1UWxxkJUUTqVcOcQqFQtFeXG43j657gy9zz81p/XPvcq4ZcBF/mPltNKKT7klNERgGJWA7Wuk1bhwXuCgqd89On7GSk8cx11RjjI0LuN2ejHlvKRXvH4GzApxyatcXkHTnMKKGqKpWFxq65Chsx6q8xjRGHRpj1xiOFFoNwtgz75MSoiOYPyqDT3e3LGmq1wpumdQnqHajp/SiZnmuj5gaf1L4x3KgnLrNhTjLLOgSIzFN60XUyI4ve62J0hEzI3ROkfr0aFLvH4Oz0oq0udClRCE6aexeEVYexLNUIxAEHtezB4PtVEr5mRDiCzylQ28ALgfOP+HG4nFMu04IcYmU0vuFs29W+9h+ssnfTe0Rrmzy91t+2n2dAERxQggN58R2a1p5+nI8ojgjnhKwG9raj0KhUCgUCoXiwkLdjXUTFu/IbyaIa2T5gWJeW3/Syx7hY/T9gmgv41p95wl6zwq8vYhWSmi0Fu9InFbJiSVutv3Bza6/u6k4HFyJw3Bic7p49IM9zQRxAA6X5KeL91BrdfjYs/tgd7rJrzRTZ/NhWRgCKo5ICtbLoMtahpNbJvXB4OM4uXFCJiZD15iA6OmMvleQNqn5No0eJvxIED8wOIFQ/6sFA68Xzb7dhQ5GLBL0ntGxzgcHC2vYdaoSm9N3CZ6ugNXhwuXu+sdxuDn+uZv1P3VzZiuYi6FsH2z7vWT3Cz7qXnUDMuKiGJoeqwRxCoVCESLePrSmmSCukc+Ob+WDIxu97BE+4hcOQOOlxFn01AwiB8YH3J5W78dVWQi0us67nnbbnNRtLqTi/SNULTmBvai+03JpK26rk8rFx5oI4hpwuqn84CjS2X2vNxpxOhzUlJbgsPp2SGsvtlM1WPaX4Szv+iUoTVMywIcbePRFGUoc0kV46pqRTD6vAkWUXsvzN4+lX1Jwi1FjZmdinJDWXBaiE8Rd3Z/IAYGfj9uKdEvsBXXYT9ciXV37nOKySaQPh76eTM3a05S/dRBbThWuKhu2E9WUv32ImtWnOju1oNElRKJPj1bnvB5A/s/Wm4A7g9z92w37B42U0imlXCKlvFtK2QuPa9vDwJdAU4e0scAHQXTh60BseiHa9AJ5dMPvaimlj5oWAHwTYB7ZeAR+AD8WQkhfPzT/P7MD7EehUCgUCoVCcQGhlBHdhPe9COLOxU5x/8UDwphNc4wpgkv/qSF3maR4l0QXKeg7T5AxhaDKT8wflcHiHS1L1QCM7RNP7/jOcbkyl0rWPeKmruDctpxPJENvF4z6XvsHN9wOz4CYRh9a4cq6I6WU13t3Ra+3u1h+oJgbJ5zvrt49cLslL6zJ4c1NuZTX24nQaVg4phe/XDCcuKjQlAetK5RsecpN5dFz29Inw0VPaIiI7ZrlVTITjLxy5wR+9MEeKpq891eNSueJ+cM6MTNFU3SRgll/1FJ+UFK6R6I3QuZsgSE++M+VEIJxPxQMvklyZqtEaCBjmiAqqeM+q5uOl/HLT/dzvNQzDpYYHcHDcwfxnWlZHdZnMKw9UsJfVx1j9+kqDDoN80dl8NMrhpIep0r4OC2Svf/0Pilz7CPJwGslpt5d83ynUCgUivCx+Khv4dviYxu5dejMMGbTHH1yFGkPj8e8/Qy2kzVoonQYx6cSOSghqPYGT5lBzjdbvMayxozHYOwc53JnmYXSV/c2K01Yt6GAuCuziZnd/ns66XSDIOST95b95Ui794UT7noH1iOVRI1ICmmf4cLtcrHxg7fZs3Iptvp6dAYDI2Zdwuw7vos+MjTXmY7iesrfPYyz2OzZICBqeBIJNw9BY+ia4n99WjSJtw6h8uMcpLVh8ZrwODfGzuvbuckpzhIXpeeD+6ay9UQ5O05VkmCM4KqRGcQZgx9PERpB4k2Dibk4E1tOFUKnIXJ4Etro0IzReMNyuIKqz4/jaijbq4mJIO7yLKInpnVYn8FQsF5y8C03VcdAGwl95wpG3SMwxKl7LVe9g5pVeV5jNV+dInpyeqeWXFYo2sAImjulBYIJGA5sC1UyUsoDwAHg70KIROBx4Md4JMvzhBDTpJSb2ticTUrpawVs08GkpiezxhNweStteyvJ6o9gLxg7TpWtUCgUCoVCoejyKFFcN6Gk1hZULFzoTYJBNwoG3dj+ti4eksL8URl8sa+o2XaTQceTVw9vfwdBsvv/mgviGjn8jiTjIknyqOAGsapyJPtec3OmYV1U+iQY9T1N0E5R51Nt8e8E11q8K/PMssP88+tzi83sTjeLd+STU1LHJw9MC0qU2RS3S7L+MTd152k0z2yDLb91M+uPwU1AOMyS06sltflg6uUZCNWbQjsIevGQVDY/fglrDpdSY3Ewvl88A1NjQtqHIjQkDRckDQ/t+x+dLhhwTccPrOeU1LHozW+wOs6txK+ot/Pk5weIidRx/fjgJmftdZLTX0msFRA/UNBrKght8P/PV4eL+d6/t9NoEGdzuvl4VwHf5FWw5IczQyai7a6U7ASnL5MZCQUbJENuURM1oeajHfm8vTWP/EoL/ZOjuXt6NleMTO/stBQKhcInJZYan7FSc3UYM/GONlpPzOw+xMxuf1tDps7k4Po15O5u7owXaYph9u13t7+DIKn8+FgzQVwj1V+eJHJIAvr04MR6tlM11KzIw3a8CoQgclgicZdnoU81tjdlANwW/47ebmvHOX53NKtee4F9X604+9hps7Fn5ZdUFZ/hxid+0+72pcNF6ev7cdc0ed+lp8QgHx0l6VvBLXpyW5yYd5fgrLSiTzYSNTYFTURoBXbG0SlEDk3EeqQCaXNhyI5Dl9Q5ixwV/rmofxIX9Q+tMFWfYkSfEppziD/s+bWUv3WwmROlu9ZO5eKjaIw6ooYH93+56h1Y9pbiqnNg6BuDYXBCu8aYTq12s/W353J0WeHkF5LyA5J5L2vQGnr2/Zb1cAU4fbjnuSTWQxVET1b3SqFESkn9tjPUbzuDq8aGPj2amBm9iVQlzYOlvYOuAe0vhIjCUyI1WUrpV0wnpawAfiKEqAJ+27B5LtBWUVwwNKpYQ22T2PRi5TfAx23cz8usjkKhUCgUCoWip6BEcd2E4RmxnKow+4y1l92nq9ibX0VStIG5w1I7tdSYEIK/3zaOOUNT+XhnPtUWBxP6JXD39GyykztnRb69RlLopyJQ7vLgRHE1eZI1D7txNnlrz2yFsn1u5r6oIbZf+wfFJmYlIgRIH2NLk7KCc0/obCrr7fx7U67X2O7TVaw9WsqcIant6qNoEy0EcY0UfwM1uZLYrMDeo4pDkvU/c2NvMqe47zXJjN9rghZW+sKg0yqBRQjYnlvB3vxqkkwRXDY8nagQTxZ1Z97cdLKZIK4pL687HpQormizZMtv3DjPVoWSxPaDmX/UYEwN7hh5bsVRvFVMPV1h4f1vTvH9WZ3nttoe/renkLe25JFfYWZAqom7pmUxd1jgbgi+vh/Oxrt29aFuye++OMir60+efVxaa2PryQp+ftXQbvt5VCgUFz7DEjPZUnTEa2xoYvtdygoOH6Qk7wSmxCT6j5vUqSVKNVot1/7klxxYu4pDG9dit1joM3wU469cSGxK++4xgsVZacV2wrf4sH5nMfFX9Q+4XXt+LaX/3AeNJUylxHqgHPvJalJ/OA5dQvvdzgxZfsYsBET0a/+YRmdQU1bC/rWrvMby9u6i8Ohheg0e2q4+zHtKmwvimmDZX4az2oYuzhBQm9bjVZT/5yDSds70pXpFLsl3jySid7uqt7VAE6HFOColpG32RKzHq3AU1aONjSBqeBJCp0oxNlK7vqBlaebG2Lr8oERx5j2lVHx49Ox5sRbQ9zaRfPcItKbA3cqklOx/w3uONblwapUke373E8VJKTmwbjV7Vy+jrryc5L79mDD/WvqNGhtEY633pQgtlR8dw7y9+OxjW20VtmNVxF8/ENPkjE7MrNtSG+b9nwfuAxBCJEspW3NkA/g/zoniegXYX6A05tPaSTjQk3Rlk78tUsrdAe6vUCgUCoVCoeiBKFFcN+F7M7NZeagYl5dZ/e/PCnzgu5Fqi4P7397BpuPn7psSoyP4+63jmDEoOeh224tWI7hxQmaXKetpr/MvCrDXBDc4c/hd2UwQ14jT7IlNfrz9g2LZydEsGN2L/+0pbBGbPTiF0Znd0z18T34VNqfvN2XbyYp2i+KqT/p/X6tzITar7e25XZJNv24uiANw1MGmJ90seF8T8vK5FwoWu4vPdhewr6CaZJOBG8Zn0jepY1edV5nt3POf7XyTe268JS5Kz//dNo5Zg9XEDsC+At+OMUeL67A5XRh0bRcR2qokm59y4zrPALUmD7Y94+bi5wMXJFbW2zlQ6DvP9cfKuqUI6Y/LDvPi2uNnHxdWW1l/rIxfLhjOd2dkB9RW6lhP+R6X1Xu811R1XgolpyvMvL7hpNfYX1Ye45ZJfXu8e6FCoeiaLBo5j61FR5HnzVxrhODukfOCbtdcXcWnf/oNRcfOCe6iExJZ+KPH6TU4OBesUKDV6Rg97wpGz7ui03JoitvcittafXBuazWrT50TxJ3XX92GAuKvbv91UkQfj8uS7Whli1jU6BT0yd3TPazgyCGk2/c9af6h/e0WxTnOeF8cCYAbnCXmgERx0uGi4p1DzQRxAO46B+XvHCL90YkIjbr284bNbObQ+jWUnc7FlJDE8NlziU3u2PtCV42dsn8fwFFQd3abxqQn6Y5hGLLiOrTv7kLT1+Z87H5ivnBWWKn44EgLoZ2joI7KT3JIvjPwChb1hZ4fX5zZDtnzA26201n9+kvsWbn07OPa8lJO7t7B5fc+xMg5lwbUVuTgBNAK7wJHDcq9LMTYC+uaCeKaUrMsl+hxaQi9Et8GyAGgjuBKqNYBBwPcJ6fJ35cB/23DPhbAhcdtzc9ZKSTsBW4DYoQQ/aWUJ3w8L1AV7QnACkQCk/w9UQhxETC7YZ91UsrSAPtSKBQKhUKhUFwgqLubbsLErET+dutY0mLPDXYmGPX87rqRXDYieCeon3+yr5kgDjyl777/1nZKu0BZ1q6CMQ0i/WgEE4cFN2hcvMO36Kp4e+hWQf75ptHcNS2L6AaHq0i9htsm9+WlO8aHrI9wExPpXzAQE9l+za+xFU1da/HzKd4GlhLvMVslFHakaX035mRZPXOfW8vPPt7HO1tP8bfVx5jz3Fre23aqQ/t9/ON9zQRx4BES3/vWDnV+bCA52vcq+ZhIHRHawC4z8lbIFoK4Rkp3Qe3pwM+Lep0Gf/N6wTocRUK2AAAgAElEQVSjFlZZ+MWn+5j6h9VM+8NqnvxsP2eqfajKQkx+pZmX1x33Gvvz8iMBl8XWmwQjvuP9Rcq+SgTsiHkhc7Cwhof+u4spv1/NvOfX8Y+vjmG2ByZCWHmw2KtzIYDF4WL9MTVOq1AouiazMkfy2+l3kBh5bq4vJSqWZ2fexZSMIUG3u/QfzzUTxAHUV1bwybNPY7f4EQT1MHQpUYhI39ctEX2Dq9ply6nyGbMeayliC5akO4YRPTn97CS7iNBimt6LxJsGh6yPcGMw+l+kYzC23+leG+9f8KYN0CXOsr/cp8DSVWHFdsL356EnU5p3kjf+3/dZ/cZL7Fn5JRs/eJvXH7qHw5u+7tB+K94/3EL05a5zUPbvg7ht3bfscCjRmHyPDWn9xHxRv/2MT+c566FyXLXenRv9oW3FXE4XpCFn5ZlClr/8d16579u8+oNFrH3rdcw14SlnXnYqt5kg7ixSsu6df+G0B/Y6aWMjiJnlfWG0aXpvdK2cC3sSe0tzeXjNq8x6/2cs/PS3vL5vJXZXYOcD60HfpmJusxNbbng+RxcSmc/MrAPeCnL3/zTsHwhfNPn78YZyqq0xj3PlR9cH2F+gND1B3Obned8KpFEppZ1zuV8lhPDnePcH4FngQ0ApyRUKhUKhUCh6MMoprhuxYHQvrhiRzq7TVThdkvH94gNy4Dmfklory/af8Roz210s3pHP/Rd3P/ecjkCjFQy9RbD7hZYDY4YEj2ggGLR+xnS07a9ScxaDTsuvF47gp1cM4Uy1ldTYSEyG7n34j+8bT78kI3nlLSfKNAIWjmm/C3zmbMGel2QLZzeAuP6QNDyw991S4V/QYymXQNcRnzgtktzlktLdoDNCv3mC1PHhz+8nH+6h8DyxkcsteeLT/UwfmEyfxNA7xp2ptrL8gPfzo8Xh4qOd+dw3W50fb5rYh9WHvSs9b5yQiRCBfV7MrWiBzCUQ0yegJjEZdMwZkuozzwWjAy8LUlBl4boXNlLSRBz57815rDhYzKcPTictNoQncC+sPlTiV1T19dFSrg7wHDjkVg3GNDdHF0tq8jyi3wFXCwZc03XOSZ3N9twK7nh967mSwTXw5xVHWXOklHfvuahd12QKhULRXbhh8DSuHjCZ3aUn0CAYk9ofvSb4819lUQF5e3d5jVnrajm0YR1jLr0y6PYvJDQRWkzTe1O7uuXCEG28AeO44FyyhV6DdHh3OxNBLh7whiZCS8L1g4ibn42rxo42zoAmont/d/YbNQ5jXDzm6pZCMp0+gsFTpre7D+O4VGqW53p9jyKyYtGnBnYv1Jqgx+WjVGtn4bY4qd9RjD2vBk2UDuP41E5xSPvi739q8T67XU6WvfgX+o4cgzE29Dk5SszYjnsXpkiLE/PuUkwXqRKH0RPTsOd6dwaPnpgWcHuuKj8L4NyeY0QbE1gJ1agUQdJIKN/vPd5nTuD3XBWF+fz3lz/BWneu4uKOJZ9wYsdWbvvtc0SZghNKt5Vj32z2GbPW1pB/aD9ZYwJbiBt3eRa65CjqNhXiLLOgS4rENLUX0ZOCXwx+obG+4CAPrHoRh9vj9lliruZP2z9mc9FhXpn3IFpNiPwPVLXaYHkBT0nTQA5qCbwYaEdSysNCiPeBW4BRwGdCiLuklF4d4IQQQ4BXGh7ulFKuDbTPAPPbK4TYAMwAHhNCfCalbHYWFEJcTYCiuAb+AVwKGIC3hRDzpZSW89q+D5jT8HCllDIHhUKhUCgUCkWPRTnFdTN0Wg2TshKZOiCp3ZOv+ZUWr+VYGzlVUd+u9juT4horn+8pZOXBYqwOV+s7tIFBN2oYfZ/A0KTaaPJouPh5DYa44EQDfS72vZ+/WLAYI3T0TzF1e0EcgBCCP904psX/IgT8Yv5wMhPaL5TSRQmm/UaD/ryxRGM6TP114KfP+AH+39PW4uHEUipZ8T03u/4myV8nyf1Ssu7Hbnb8xU8d4Q7gZFk92/O8O1S43JKPduZ3SL8FVWafoiPAqxizJ3LFyHS+M7Vfi+0T+iXw48sCd4yJy/IdExqIbdlVm/j5/GEkm1pOXMwblsqC0YELaF9Yk9NMENdIUbXVp4NbKHFL/yPUrcV90WeOhrkvaLluiZbL39Ay8DqNKp/VhD98eficIK4JO/Iq+d+eoja3M29Ymk/3wii9lpmDVHlmhULRtYnQ6picPpiJ6YPaJYgDqCr2vgjhXLzt59euhrPSinl3CZbDFUhXaK6hY+f1JXZeX0RUwz2QAMPAeFLuGRW0wCxqtO/vHaOfWLBoDDr0KcZuL4gDT4ndKx54BJ2++XWm0GiY+70HiIqJbX8f0XoS7xiGOO/10qVEkXhr4Nfb+gz/7nX6jGCqvnUMznILxX/dQfWSE1j2lVG/7QylL++lepn3MvQdRVHOEcrzvbuUuxwODm9c1yH9Oiv8u1C7Won3FIzj07yKgg2D4om5OMAVVYA+3fcxIvQadInBLYAa95AGvZfDq+9cQZrfAoDe2fTBO80EcY1UFhWy68v/BZFhgLRyyymDvCeNnpBG2g/H0fupaaQ9NF4J4s7j2W2LzwrimrKh4CBrT+9rczuRw5J8xjRGHYbs9n9/9UQyn5l5APhxgLv9uGG/YLgHaFxdcilwWAjxhhDiFiHEdCHENCHErUKIf+EpZ9oHqMS/c1soeQiwAzHARiHEEw05zRFC/A34mOYCwjadOKSUnwMfNDycA+wWQnxfCDFFCLGg4f99oSFuBh4OxT+jUCgUCoVCoei+dH9ljCJo+iQY0WkETh/Kj35J7S/1EW7cbsnTSw7y9pa8s/+Xp8zsKK4a1f4VtENu0TDwOkntadBHQ3R6+8QCQ24TFG2RVJ9ovj2uPwy5VQkRWmNydiIrHpnFu1tPcfhMDWmxkdwyqQ+jM+Nb37mNpIwWLHhfw+k1EnMJxGYJes8AjS7w9ydxqCBlDJTu8RaDlDFd5z3f/aKk3svawhOfS3pNlWRMCU+uZXX+y5SW13WMk0GfRP/nxwEp3e/82FE8dc1IbpiQyZK9RVgdLmYOSmHu0FQ0QYip+swV7P+XxOqlkkefOYKo5OA+dwNSTHzx0Ez+szmXzcfLiTboWDimF9eN6402iDxXHSz2GVt5sJgnrx4RVJ5t5ZKhqTy95CDe5hkMOg2zlKgq5JTX2djhQ6ALsOLAGW6c4L3cz/n0TTJy9/RsXt/QckL3/80bRFxU4GWeFAqForsSn+7/Hi0ho/3uz+FGutxUfpKDeUfx2ak9jUlP4k2DiRyS2K62hRDEzutHzOxMHKUWNNF6dAGWzzyf2Ll9sR2rxFneXGAT0SeG6KnKhao1ssdO4DvPvcjeVV9SXnCa2ORURs+7gpS+WSHrI2pIIhk/n4x5TymuGjsRvUxEDksMavGCYWA8+oxoHEUtF0EaBsUT0YpoLpxUfpqDq7rl/V7t2nwihyVh6Bce0Ya52n8ZwdbiwaJP9l8JT9dKvKcgNILEW4YQfVE6lv3lSJebqGFJGAbFB+xcDmCckEbNmtNIS8tylMYJaWiightKTxgkuPRVDTmfSMr2SyJM0O8yQZ85Iqg8j+/Y5jOWs30L024Kxnyp7fSfMJlNH77jNWYwRpM5rGPviXsieTUl5FT5Xiyw6tQe5vYb06a2InqbME5I81yrnEfs5VkhdYrtaWQ+M/Mv+T9bD/Ac/h3jJB5B3F+C7UtKWSuEmAc8D3wHj/js7oYfb+wCviOlPBpsnwHmt0sIcTuesrKxwG/Pe4oV+B3wZMNj/4PAzfkO4AZuBQZzzgWvKZXAjVLKQ4HkrVAoFAqFQqG48FCiuB5MSoyBq0Zl8PmelsqX6AgtN7Vxcrcr8crXJ3hzU26zbZVmBw/9dxfZydEMywjBSu0IQXyIqiZGmARz/k/DySWSgo2eGZPe0wXZCwR6Y9cRSHUkbpdEow3+f+0VH8Wjlwe+Qj4QdFEi6BK55zP1KQ3fPOumaAtnJ8nSJsLkx7uOcafTIinY4HtxXt7K8IniBqfGEKnXeHVnAhiV2TGlc1JjIpk/OoPPdrc8P8YYdNwwvvudHzuS0ZnxIRGj6iIFs/6kYctTbmryGjYKyJwlmPDj9n3m0mIj+cnlQ9udY1egX1I035ma1eL7DuAHcwaSEB1YOR9F+wnUB+GXC4YzND2Gt7fkkV9pYUCKiUUzsrhipBIfdBeEEHcB/2p4eLeU8s1Wnj8JuBmYjmfQPhbPqvViYDuwBPhISulT7S2E+DXnJgzmtKXkjRAiC2hUYP5bSnlXa/t0F857D6ZKKbd0YjqKIElI70X22Amc3L2jRSwqJpah02d3Qlbto2ZlHubtzSeZ3XUOyt46RPoj49EltV/IIvRaInqFxtFLGxNB6oNjqdt2BuvhCoRGEDUqmeiJaT1mUly63Aht8Pdj8WnpzLrd1/xzaNBE6kJSKlMIQfLdI6l4//C50pzC4xqUeOOgdrcfKly1dmw5LcvSNmLeWRw2UVxqVn+ERoN0e78nTesfogGi89AlRxE5JAHrkZYLMzQmPVFj1EKYphiy4kJSWlcbrSdl0Ugq3jt8TiysAePYVOIX9G9X29HpgjH3XxhjfWnZAxg+cw4H169pEZt+yx3oDcE56il805r5ngzwrjThhkFE9ImhflsRrmo7+oxoTDN7E9VOAb/irDBuBfAA8G2g6UVbHfAf4MV2OMSdRUpZAdwlhPgLcB0wD8gEUvAMVRQBO/E4q30mpWyp+O1ApJSLhRD7gJ805JYOVAOrgKcb8my8x21z2SIppRW4TQjxGvA9YBqQBriAHOAL4O9SSv+21AqFQqFQKBSKHoESxfVwfnfdSCrNdtYfKzu7LdkUwd9vG0eSqX0rzsON2y15c5P3MhpOt+StLXn8/rpRYc6qdfRGweCbBYNv7uxMwsvxz90cXSypOw2RidB/gWDYHQKN/sIYIPSFIU4w4/da6goldQUQnQExmV3rf3ZawN8Qib02uDIYwRBn1HPb5L78a2Nui1jv+CgWjuk495DfXTeKGouDNUdKz25LjTHwj2+NV6KjDiQuW3D5m1rKD0gs5RA/AEy9u9YxMm94Gu9u9V5C6dLhaWHJ4cmrhzMkPYa3NudxutLMgBQTd0/P4pqxvcPSf7jZkVfBO1tPUVhlYXBaDHdO6cegtJjWdwwRSSYDY/vEs/u098nZS4cF/r7fNLEPN00MvKSTonshhBgMvARc4iUc1/AzGPgWcEII8UMp5dIwpqhQdDpXPPgjPn/udxQcPnh2mykpmYU/epyIyO7lhCQdbuq2+Jh7c7qp33aGuCuzw5tUG9AY9cRe3IfYIEoNdleklNRtKKRucyGuCivauAiip/YiZlbmBV8+XhsbQco9o3GUmnFV2tAlRwVdErKjcFucflcduL24eHUUMUnJDJtxMQe//qpFLCmzLwMmXtRhfSfcPITytw9hP3nOjU4bbyDpjmEXRAnirkpEnxjSHp2IPbcGd70DfaYJXXzXOkYGTJjMkc3rvcYGTpwSlhyueOAR0gYMYu+qZdRVlJPctx8TFlzHoElTw9J/uLEer6L+mzO4a+zoe5kwTckIq2NjVlwq/ePSOVHt/Trjkj6jA2pPaASmKRmYpqiFWR1Bg+DtwfyfrX8MGI7Hxa0WOJj5zMy6UPcnpdwD7AF+HcS+Xi98GhZU3dXKvrn4d8RDSnkEj3CtBUKIpivdm324pZRZ/tpteM5qYHVrz1MoFAqFQqFQ9GyUKK6HExOp563vXsT+gmr25leTGB3BJUNTidB1HdeqtlJrc1Jc49tlO6c45PebiiA58Kabg/8+N8JtrYCD/5FUn5RMe7pnDOyaeglMXbQalCEBTL2hrsB7PHlkeCeJnrhqGALBu9vyzjrGTc5O5E83jiayA90rTAYd/7p7MoeKathXUE1SdASzBqegb4eLRChxuyUnyuqJ1GvITDB2djohJ2lE152MfHDOQFYdLKaktvl3TkZcJPfN7hiniPMRQnDb5L7cNrlvWPprK2eqrfx11VG+2FuEzeVm1qAU/t+8QYzsHbxrw+sbTvKbJeeEEltOVPDettO8ePt45oVJhAjw+JVDufONbdidzV1CxvSJZ+HYLnpCV3QqDaVsPgUaa9EdAT4EtgGlQBQeQdz1wGVAf+BzIcSdUsr/hj9jhaJzMMbGcetTf6Tw6GFK805iSkwke+xENNrud1/gqrUjrb7FOo4ScxizUfijeskJ6jaec4V2VdupWZaLs9RC4k2DOzGz8KFPMaJP6Zr3EbqkSDQxety1Dq/xcLnENXLpPT9Ap4/gwNercTkcIAT9Ro3l8vsfRqPpuHOVNlpP6r2jsefX4iiqRxtnwDAwvssIN51uF3k1JUTrI0mPTujsdEKKEAJDdsc404eCaTffTt6+3VjrapttT8joxbgrrw5LDkKjYfyVCxl/5cKw9NdWTteW8o9dX7Aybzdu6ebiPqP4wbgFDIwPXvxVsyqPmlXnFsbZTlRTv7WIpLtGEDmg/a75beWnk67nB6tfximb35NOyRjC3L5tK52qCC8NAjjf9Y4vUIQQo/GURj0K/E1K6X1lKTTaQruBgz6eo1AoFAqFQqFQtAslilMAMLJ3XLsmrH1hdbiwOdzEGfUhb/t8TAYd8UY9VWbvg6aZCd3LZaCrYXe6+Whnvkfo4HQxfWAyd07pF7CjoL1WcuQ970u+C9ZDxSFJ4rCuMcDbUxHC49r3zbMt3ydDgsfVL5zotBp+dfVwHp43iJySOpJNEfRLim59xxAxLCM2JKWXQ8nHO/N5bsVRCqosgEeU8/TCEYzpE77B2J5M7/goPn1wOi+vO86qg8UIIbh0eBr3zR5AWmzXchAIJ2V1Nm54adPZzyXAqkPFbMwp4/17pwRVYre4xsoflh5qsd3ucvP4J/uYPSR8QtWL+iex+L6pvLT2OFtPVmAy6Lh2bC++P3tAhwp0Fd0TIcRI4DPACNiBR4BXpJSu8566BnhFCDEXWAzEA68KITZIKU+HM2eForPpNXgovQaHvtS5w2bF5XQSGR2acqP+0Jj0CL0G6fBeZlGX0HOvE0KBw2Zl/5qVHNu2GbfLRfa4iYy59MqA31tXtY26zYVeY+adxcRcnNllxWI9BaHVEDO7D9VLTrSIaeMNGCeEb2EEgC4igku//wOm33onlUWFmBISiUsNXw4RmTFEZIbPJbktvHf4a17cs5QSs8fFbmLaQH419VYGJ1yYztVdjcRemXzrd8/xzWeLObl7BxqtjsFTpjNp4Q1EmbrWZyWcFNZVcNsXf6bMUnN227LcnWwsPMR783/CgCCEcY5SMzWrW+p5pMNN1cfHSHt0IkKEZ5zs4j6j+M+VP+LVfcvZXXKSOIORawdO4e4R89BqusYCToWigVJgQcPfbjzlU5shhBjBOQe5r6SUbS6fqlAoFAqFQqFQBIISxSk6hDPVVn6/9BDL9p/B7nIzOM3EQ3MHsWB0xzmpaDWCWyf15eV1x73Gb5/Stdx0uhN2p5u739zGxpzys9u+ya3kg29O8+H90+gd33bBYdlecPk29OPMN0oU1xbqbE4itJoOc3XMukKD2+Xm0FsSc7FnW+o4GPeQhsjEznl/4qL0TOh3Ya0+D4Yv9xXxow/2NNu253QVd7y2laUPz6RPoprACwe94qN4+pqRPH3NyM5Opcvwn025zQRxjVgcLv666hhv3DUp4Da/2FuE0+1dSF1aa2PT8XJmD04JuN1gGZ0Zz0t3TAhbf4ruifDMiv0LjyBOAjdIKZf420dKuVoIcSOwCo+z3K+Aezo6V4XiQqaq+Azr3nqdEzu34Xa5SM0ewLSbbmfAhMkd1qcmQotxfCr1W72UNtNA9OT0Duv7QsdhtfLhb56gKOfI2W0Fhw9wYO1Kbvn1s0THt/0+wZpT5Zme9YYE29FKJYprA3V2CwZdBPoOckqLmeERV9Wuy8ddawcBkYMTiL9mIJrIzhnONMbGYYztuu5h4eKjo5v49ebmprbbi3O4a9lf+fzaX5Ic1bUWlV2oJKT34rJ7H+rsNLoUb+xf2UwQ10it3cLLe5bxp9l3B9ymeXepz3LOznIrjvw6IvqET4g4Pm0AL6U9ELb+FIpgkFIWCSGWA5cDPxZC9MLjml4EJALTgQeAWM4tIlMoFAqFQqFQKDoEJYpThJw6m5Nb/rmZvPJzpWGOFtfxg3d34XJLrhnbcatGH7l0ECfL6lh+oPjsNr1W8MRVw5jQL7HD+r3Q+XDH6WaCuEYKq638efkR/nLL2Da3pWnFNFAbEWh2PYvlB87wt1XHOFhUQ4ROw4JRGfzsyqGkdoA7Vf/5GrKvkNSfAV0UnSaGUzTnH2tyvG6vtTl5c1Muv1wwPMwZKRQe1h4t9Rlbd7QUKWXAK+jNdt8l6ADMNv9xhaKTuBaY2PD3K60J4hppEMZ9CVwJ3CiEeFBKae+oJBWKCxlzTTXvP/lT6iorzm4rOXmcz/70W675yS86VBgXN78/zgortmNV5zbqNCRcOxB9evjcji80di1f0kwQ10hlUSFbPn6fuYvua3NborWFRXrltuOP/x3fxit7l5FTVUSULoIF/SfxownXkhAZejfGmBm9MU3NwFlpQxOpRWtSAwadjZSSl/d+6TVWYa3j/SPreXDs/DBnpVB4WJ9/wGfs6/z9QbUpHecbPTfHbfMfVyh6MN8FlgMjgG81/JxPFXC7lDK4A1ShUCgUCoVCoWgDShSnCDmLt59uJohryl9XHWPhmF4dZitv0Gl55c6J7C+oZmNOGcYILVeMzCAlJrASn4rmLNlT5DP2xb4inrtpDBpN297T1HFgiAdblZegBjJnK+GVL5buK+LBd3ciG1ao2p1uPt5VwM5TlSx5aCYmQ+hP6UIrMKnqJ10Gq8PFgcKWq54b2ZFX2a72K49JDr3lpngHaA3QZ45g+J0CQ7w6LhWto/PzPaDViKC++6cOSAaOeo1FaDVMylaCd4Vvln61yIRnAD4GqAUOXHXJG3Vh6Preht9u4HcB7vsqIID/4blX6xaiOCHEBOBB4GKgF2AFjgGfA3+XUlZ72ediPOVjARotH38KLAT6AhZgO/CylPKTNuaRCZzC8xq+LKW8389z78Lj6AcwUErp3W5a0S3Zs2JpM0FcI1K62bz43Q53i0v57ihseTXYc6sRkTqiRiajjW5ldZDCL0c2rfcT+zogUVzk0AREhBZp9yJk0AqihicFk2KP4MOjG/jlxnfOPrY47Xx4dCN7S3P58OrHiNCG/nMutBr0yW13p1d0LGWWGk7XlvmM7yppWfI2EGx5NdSuOY3tRDUiUotxbCqxl/TpNHdARfdC58e50l/MH4YB8dR9XeA1JgxaIvp0fHl2haI7IqUsEEKMxyOOuwkYDcQBFXju2T4DXpdS+p54UCgUCoVCoVAoQoBa/qoIOZuOt3QUa+RkWT2F1dYOz2Fk7zjunT2AO6dmKUFcCLD4WRVpd7p9lrbzhkYvGPeQQHg5+wy/UxCdocQ3vnhuxZGzgrim5JabWbz9dPgTUoSdCK2G6AjfA7nxxuAnoSoOSdb80E3BenCawVYJOR9L1jzkxl7X9mNc0XO5cmSGn1hw5eIm9Evg4iHey6N+e2o/kk3t+46vL5JUHJE4LeozfiGx9KtFI5Z+tehFPKVZtgArG34XLf1q0YtLv1o0oqP6FkJEA3MaHm6XUuYHsr+U8hMp5ZVSyhellN5XmXQhhIc/At8AdwPZgAHPZMdE4GngmBBiRitNDQf2Aj8BhgBReMrqXAZ8LIT4R1vyaXi91zU8vEEI4W/287aG31uUIO7C4/SBvT5jxSdysJk7/vAy9IslZnYfTBdlKEFcCHDYbUHFvKEx6Ihf0N8jnz2PuCuzlRuZD5xuF//Y9YXX2JHKAr48uTPMGSk6A6Pe4Ldkbpwh+NLD1pxKSv+5F+vhCqTdhbvGTt3X+ZT+cy9ubyJWheI8Lssa5zN2uZ+YPyIHJxDRz3tJ4JhZmWjauUA1r6aE/WV5WJ3dYi2MQhEQUkq7lPIlKeUlUspkKaVeSpkmpZwkpfytEsQpFAqFQqFQKMKBEsUpQo7Rj2BDCIjSB7cyT9F5zByU7DN2UXYiEa2VnzmPPnM0XPKihn6XCeIHQa/pMOMZDSPuUqckXxRVWzheWu8zvsFLeduezJYT5Tzwzg6u+OvX3PvWdjbl+F7J3p3QaATXjPNt3XfD+Myg297/hhuXl/nE2tNwcokSDCla5/YpfRmdGddie7LJwI8uHRx0uy/fMYHvzcgmtsEdIi3WwGNXDOWJ+cOCbrM2X7LmYRdLv+Vm9X1u/neTm/1vuJEBiLwVXZOlXy16BNgH3A+cb9tgati+r+F5HcEkoFFNsaKD+uhK/A6PkE0AecAPgGl4xGwvAE48LnArhBAj/bTzAZAGvAJcDswAngAalUsPCiFmtzGntxt+pwBzvT1BCJHaJPaOt+coujf6yEifMY1Wh1anHIe6G/1GjfETC1zoED05nZR7RxM1JgV9bxNRI5NIvmcUMTOUTbYvTlSfodjszfLdw6bCQ2HMpuuzvuAgD65+mWs/+x0/WvsaO4svDP11tD6SS/uN9Rm/duDUoNuuXpYLrpbX447Cesy7S4JuV9Fz+M6IuQyIa7kgq5cpkXvHXBlUm0IIkheNIHpKBqJhzFsbbyD+6v7Ezu0bdK5HKvK5ZcmzXP7Rk9z4v2eY/cHP+efe5UG3p1AoFAqFQqFQKBQK76iRYEXIWTi2F5/uLvQamzEwmcRoteo61Nidbo4W12Iy6MhKjg55+9+emsX735ympLa5YkanEfy/ecEJHRKHCCY/rlzh2kqkTosQeHWKA4jyI0btaby9JY9ffrb/7Gt1+Ewtyw8U86sFw1k0I7vD+i2ttVFlttMn0UhkB4p/f3r5EHadquJQUfMyqteP782C0b6duvzhskuKd/iOF26WDLk1qKYVPQhjhI7/3jOFt7bk8cXeIuxON7OHpLBoejbpcf5DmpwAACAASURBVL7FCa0RqdfyiwXDeezKodRZncRF6dtcstsbDrNk3SNuLE20ss56OPSW56QxcpH6buquNAjdnm/DUwXw/NKvFnHVJW/8JcRpNL0w6sjZ74FCCN/KhHP06qgEhBDDgccaHu4CLpFSNs1ppRDiM2ApHue3NwBfNSvTgFullO832bZRCLEfT1kdgDs45wLnj8XAP4BI4Ba8ixNvArR4RHsftKFNRTdjyLRZnNj5jdfYwElT0EWoe9JQIx0uHCUWNFE6dInBf+/7YuKC6zi88WusdbXNtuv0EUy5/pag2jRkxWHIainoV3gnSuf/uGkt3pN4de9yntvx6dnHhyvyWZa7k99Mv4MbBk3rsH7rKsqxmeuJT+/VoeLfn02+iYPlp8mtaS5Uu2PYxczsPTyoNl11dhz5vqvcWw9VYJoc3P2uoucQb4jm3fmP8s6hdazK241Lurm4zyi+PXwOSVHe3d7agsagI+HagcQv6I+0uxBROoQI/r6x3FLDXcv+RqXt3Ge+2lbP8zs+JUKr464RXtd1KBQKhUKhUCgUCoUiCJQoThFy5gxJ5fpxvfl4V0Gz7cmmCJ68OrjBMYVvXt9wkhfX5FBe77HZH5MZx++uG8XI3qEb3E+JMbD4vmk8u/wwKw6cweGSTMpK4JFLBzN1QFLI+lH4JiE6ghkDk1l/zLvj2cIxHTbnHRQWu4sNOWU4XG6m9k8iIUxi2GqLg999ccirePCZZYe5dlzvkAtzC6os/OKTfaw7WopbQoJRz6Lp2fzgkoHtGiT1Rbwxgk8fnMaSPUWsP1ZKpF7LgtG9mOHH0bE1hMCv6NJv8TlFuzDbnby5KZfPdxdidbiYNjCZ78/s3yEC57ZQbXGwL78aU6SOMZlxAX+Gow067ps9gPtmDwh5bnqtJiTnkrwVspkgrik5H0uGfkuii1TCuO5GQ0nU5wLc7bmlXy1acdUlbxwIYSqJTf72aWkihIjCUybUH2eklGd8xF4NNLEO4CHOOY9/+zxBHABSypVCiL/gcZObJISYJqXc5KWtjecJ4hr3/1wIUQ4kAf6c5pruUy2EWALcCFwnhLhPSuk472mNpVNXSSmV9cwFyNDpszi6ZQPHt29ttt2UlMys2+/upKwuTKSU1K45Te36AqTFCUBEViwJ1w9Cnxp8GcXziUtN59annmX9f//DiZ3bkFLSd8Ropt9yJ+kDBoWsH4Vv+sSkMCq5H/vK8rzG5/efFOaM/FNrdbAxpxyQTBuYTGxkeMoYF9dX8bedn7fY7paSZ7Yt5sqsCRj1hpD2WVFYwOrXX+TU/j0AGOPimXzNjUyYf21I+2kk1RjHJ9c8wf+Ob2PbmaOY9JEs6D+JientOBZbu+9ox6IYhX9s5np2fPEZR7dswO1ykjV2AhMXXE9sckqn5GOuqaYk9wRRphjS+g8MeP84QzQPjL2KB8ZeFfLchE6DCLBahjc+PLqxmSCuKW/sX8kdwy5G56dMsUKhUCgUCoVCoVAo2o4SxSlCjhCC524ew2Uj0vh4ZwG1VieTshO5Y0pfUmNCv2K8J/PO1jx+s+Rgs2178qu5/bWtrHhkFmmxoXu9+yYZeeFb43G43LjcskOdsELN8dI6lh84g5RwydBUhmUEvzrUG6crzBw5U0tabCSjvJQODBW/WjCcW/+55awAspEFozOYOzS1w/oNlA+2n+Y3Sw5Sa/VMihl0Gu6bPYBH2lE+sa2sOVyCxeHyGrM73aw6WMzNk/qErD+rw8Vt/9zCqQrz2W2VZgfPrTyKS8qgnRRbw6DTcsOETG6YEHy51KZo9IKMKVDoTaYAZM7s+hMQpbU2Xlt/ghUHiwGYNyyVe2b179LfO1aHi9tf28quU+d0JLnlp1iyp5AP7pvK0PTQnqv8IaXkT8uP8K+NuWePof7J0Tx742gmZSW2snf3ouKw75ij3lMyOEHNrXdHHsTjABcIAnigYd9Q0XSWzF8+Q/C4q/njKeDX7U2oA2m0sNgmpdzv53mv4hHFAcwDvH3brPazfy4eUdz55XD98TYeUVwCnnKsSxoDQoi+eEq8giqdesGi0WhZ+OOfc2TzBg5vXIfTZqXvyLGMmns5xljlDBZKatflU7OiuUjKnltD6av7SH9kPBpj6IRISZl9ufYnv8DldCDdsls5/tmL6rEeLgchiBqeFFLBIICjzIKzxIw2IZKIjI5bXPGrKbeyaMXfqbVbmm2/afAMJrVHEBVi/rXxJH9efoR6u+e61hih5UeXDuZ7M/t3eN+rTu3GKd1eY7V2CxsKDnJZVuAlf31hravjw6cfp66y4uw2c3UVa//zGkKjYfyVC0PWV1OidBHcPGQGNw+ZEZL2tNF6IrJjsZ+s8RqPGhn8IrBw4ay2UbcuH8uRCoRGEDUyGdOM3mijwyPIDAab2cx7Tz5G2ancs9sqiwo5smk9tz39J+LTw+fO53a5WPvWa+xdtQyXw7OeIblPP6544JGgxHFdGV/iYoASczVn6ivJjOn6n3mFQqFQKBQKhUKh6A4oUdwFwJEztby4NodNx8uJ0mu5ekwG984eELZVsN4QQnDFyAyuGHlhlDYoqLLwwpocVjaILS4dnsaDcwbSOz6q03JyuyUvrfVelava4uCdLXn86LLWDEgCR6/V0I30cPz68wO8uSn37OM/LT/CTRMyefaG0e0qvwdQb3Py08V7+XJ/Ee4Gh62RvWP5263jGJASyLxt2xiUFsPSh2fy1uY8tp2sICZSxzXjerNgVEa7/5dQsfVEOY99tLeZ45jN6eZvq4/ROz4qpII0b9hd3icfzubSSjxQPt9d2EwQ15TXN5zk3lkDuk1p25Hf01C6z42jeUUqEoZC1pVd4/Pli5JaK9e/uIn8ynOTc6+uP8nSfWf4+IFpIRUIh5IPd+Q3E8Q1UmN18uyXh/nX3b6qDIael9Yd58XzvlNOlNVz97++Yfkjszr1+y7UGFrRQrQWV3Q9ln61yATcGeTu31761aLHrrrkDd/1ugKj6UxuRyrW50gp17b2JCFEFnAy1J0LIfRA4+yk9xqVDUgpjzWUeo0HfNlGn/LTRH3D70DuXZcCFXic+26hiSgOuBWPYNEMfNpyV0Uw2PNrqV2Xj+1kNZpIHcZxqZhm9kbTiddBGo2WYdNnM2z67E7LIZRUFhWw9ZMPObl7OxqtlkEXTeOia28mOj6h03KSTjd16wu8xty1dup3FBMzMzSLOJqi1XVdgcn5SLek8qNjmHcUn91WsywX07RexC9sv7Ou2+yg4oOjWA+fE0RF9I0h8VtD0cWH/hp4VEoWn17zBO8eWsfu0hPEG0xcO3AKl/YbG/K+gmX1oWKe+l/zxYNmu4vffnGIzAQjV4xM79D+7S6n/7jbfzxQ9q9d2UwQ15RvPlvM2Mvmo9F2j3vS+Kv6U/rqPqS9+UI3Q/84jKO7tkDIWWGl5KXduGvPmdPWrjmNZX8ZqfePCalAOJTsXr6kmSCuEXN1FZs+fIerfvho2HLZ8P5b7Pryf822lZ3OY/Hvf8Wiv7xMVEz4Fo11NAkG3+JlndAQGxFa4bRCoVAoFAqFQqFQ9GTa7/et6FT25ldx3Ysb+Wx3IaW1Nk5VmHlhzXFueWULZntoB9p6KgVVFq59YSPvbj1Faa2N0lob7249xXUvbKSwytJ6Ax1EWb2tmQDkfHadbim06Gl8vDO/mSCukQ935POfzS23B8pjH+3li33nBHEA+wtq+Pbr27A5vbuVtZe02EgevXwIH9w3ldfvmsTCMb26jCAO4M1NuT5LcL6+IeRz8i2YMTAZrY/XQwiYPSi05T925FX6jNVanRwrqfUZ72rEZQvmvaxhwEKBqTfE9YeR3xVc/Lymy5eSfGXdCa/nw4Iqi0/xcFdgxQFfVRFh3dFSrD5cD0ON0+XmjQ25XmN1NifvbvW9ir07knWF789z6ngwpnbtz7vCKyMIzEWsKSZ8C7WCIafJ3z5rm0spd0spxfk/QOfUqQqcNpWJbUJpw29f6p16H9sBGq8s2nxwNpRL/aDh4TVCiKbKkMbSqZ9LKUMlhuzRWI9XUfLyHiz7ynDXOXCWWahZmUfZ6/uRztAuSOipVBTm8+4vHuXAulWYq6uoqyhn15f/47+/fBRzTXWn5eWssOKuP7868Tnsp7vPtXBHUb+5sJkgrpG6TYXU72p/9eby9440E8QB2E/VUvbGAaTbx41ZO+ltSuInk67nnase5YW593UpQRzAGxt933e+EY570t6+Lyv0Gh1TMkK7eLHw6CGfsbrKCqpLW37+uioRfWJI/cFYjBPT0CZFou8VTdxV2STfPRKh7dpD2DWrTzUTxDXiLLVQu7GwEzJqG8e2bQ4qFmocVit7Viz1GrPW1rB/7aqw5RIOrhs01Wdsbr+xxBqUKE6hUCgUCoVCoVAoQkXXHlFQtMoflx3BbG85aX6oqIYPvjndCRldeLy0NofSWluL7SW1Nl5eF7jYwl4jqcqR2GvbN0BtMuiI8DMomBTdfUrJdBT/3ebbdORdP7G2UFBlYem+ooBjFzo5Jb7nlnNKO37euVd8FHdO6ec1duukvvRNCu3AYnwrq73jo7rXcWjqJRj/iIYr39Zy2etaht2hQRfV9QVCy/2Iy/zFOhuXn4lKtwS3L4VpiCmts1FW1/J7rpGDhd5LGHVX4rIFo+8XLeQ1xjSY8GN1adxNienk/ZuyHWhUAc0LYbtdjUC/HBotasJzYvPwdsPvGOAqACHEUKBRvaFKp4aI6i9PgrPlW2vPq8G8t9TLHopA2bz4v1jrWgrMqkuK2fXl5wG356p3YC+qx21t30I6jVHn92yg6cIlA8NF3Tbf16L1W9t3z+g4U4/tqPdFOs4SM9Yj3t3DLnSOFfu+7wzHoqVBCb24ZsBFXmPfGX4JyVGhdbuKNPm+jBFCg8HYceV0OwJ9qpHEGweT8ZNJpD00nphZmQh9179Gtxwo9x3bXxbGTAJDun2L16U7PIu0AKpKzmC3eHfhByjNPRG2XMLBhLSBPDDmqhbbs+PSeOKimzshI4VCoVAoFAqFQqG4cFHlU7sxFruLjcd9D6ysPFTMXdOzw5jRhcmqg75Xb686WMzT14xsUztOi2TX3yWnVkvcDtDooe9cwbiHRFCiE2OEjqtGpfPpbu8rTm+YEPoyNd2Nwiqrz1iRn1hbOFZci7+F94fP9ExXhF7xURzzIYwLV/nFJ68eTt9EI//enEteuZnMhCi+MzWL784I/fnw+vGZvPK198HZif0SQi7C685U1Nt5fcMJlh8oRkrJvGFpfHdmNqkx7S/r5E875k941ub2XZLaAtAZwJgWOpHgJUNT2XTc++TJ1P5JGCPCc5kWF6XHoNNg8+HmE4r3qKsx5GYNGZMlucsl9hpIHOb5Tu4OIlCFV9r7pRuyL20pZZkQYgswDZgphEiWUnbdmdDgaarCaIu7XWPNs3AqNDbhKR2bDdwAfNzwG6AcWB7GXC5YXDV2HPm+BSjWg+VEj08LY0YXJse3b/UZy9m+lem3tK2CtNvsoPLTHCz7y8EtEXoNxglpxM/vH5ToRGuKIHJIYgunskbUew+uKt8LD/zF2oKj2J/JJjjOmIkaltSuProjvROiKPGysLExFg5+P+PbDIjP4L3DX1NYX0FWbCrfHn4J3xoW+nLOw2ddwr7V3r/SssdNwBgbF/I+uyuuGhu16ws85ywhiBqZhGl6b7ShEPD6uykNwWIn6XLjLLeiMWjRxhna3V4j/SdMoiTX+4Lf/uMnh6yf1oiOi0doND5FetEJiV63d2ceGn81l/Yby+fHt1FrNzMhbSBXZU/E0I1KhCsUCoVCoVAoFApFd0CJ4i5gRMAGDgpv+KtMKUTbX+PNT7k502Quw+2A3GUSW5Vkxh+0vnf0wy8WDOdAYU0LEdI9M7OZGeIykd2RwWkmCnyUuB2c3j5TmPQ4/yKRjNgLT0TSFm6/qC/rjnp3BLn9or5hyUEIwaIZ2SyakY3bLTu0vOyQ9Bh+esUQ/rjsSLPtKTEGnrlhVIf1290or7Nxw0ubyC0/t/L7eOkJluwt4qP7p7V6PLXGJUNTeWuL9xKfc4e1bzL25JduDrwpsTToo5NGwLiHNSQMav/n6pZJfXjvm9MtHBYNOg2PXj643e23FWOEjqvH9GLxjv/P3n2HR1WlDxz/3umZTCa9F0KH0EFARKUroqCoa3d12V3rqrvrb3svrqu76jbLqou6dte1rIoKCkgRkF4SWgghlfQyk2QmU87vjwRCyExgMjXhfJ6HR3NP5tyTZObO3HPe875lHtuvn5YdsrGEkjlXYfydwbk+NBYKij4QtFQJzDkKQ5YoxGTJz2VBlA9Y6VsJVStQENjh8AwdQXFq4PfAXQHuP+yEEHZFUQqBYcDU3r63MzvbibQ4h4M9thOEEEJRlNeAnwELFUVRA5d3Nv+ns8SqFGw+3C9Jvejl9+jLPWnti/m0l3TFAQuHm5bNlQibk4QbRvVpaHFXDaXm2VZc9d03HZkXDEKXHchEnP2TNi2a9mOes+5qU/3bQKM29x4Yo47tX1mrA+Xm6YPYWdLose2W6Z6zigeaWqXijvGXcsf4S3ELNyoleJnOskaNYeqV17L1/be7HTcnpzL3GwPuI0ifORvt1Dy9C1dT+8ljltWttO2pJfnuCX4HxhlGJ9C2y/NciMHP4FTrxnKa15aeLM+qHxJL3FXD0Kb4vwlv0sLFFKxbQ/NpZXZ1UVHMuPZGL48KPGNsHEOnTKNw6+YebYqiYuzsBSEbSyiNTsxmdGJw7rfbSy20fHUcV7MdbXo00dPT0cSfm3OVkiRJkiRJkiSd2yI//7zkVZROzcyhSV7b549OCeFoBq4Fed4DKi4Zc3bBFg2HRbeAuFNVbu5YPO+LJJOeD++/kMevm8B152XxjZm5vHfvTH52eV6f+htoll042Ov60bf8zBo2Ks3MpJw4j21RWjVXTcr0q//+6pIxadw/b3iPYNKrJ2XyrYuGhHw8wQyIO+Ge2cP48L4Luf2CXBZPyODnl4/ms+/NYliKXAQ84dn1Rd0C4k4ob2zjqbWFfvd/1+yhJJl6LgomRuu4Z/bQPvdb8rmbbY92BcQB1OXDFw+6aa32f7d/jEHLW3fOYNnMwSTH6DHpNVySl8p/7prBlEGh3Qn/i8vzmJDVPYuEosCPLxvF5Jz4kI6lvyv6yM2qO90c+V/He/+h/whWLnNTuSmUVSPPLYvmLrcCL/fx4f/ufHwgvQbs6vz/OxVFudqHxwY+hUzwfNb532mKoozp5fu+ecr/rw7ieDw5UUI1AVgMnKhnJ0unBojarEOb5T0e1TB64GV2CYdhU8/vU9upbIWN3QLiTtW6uwZnfd8yaWviDKR+dzLxVw/HOCUV04WZpNw/CfO80GyIiXSmCzM8NyhgutC/e0ZdrhlNiufMZyqjhqix3ueLBrJrp2SxbGb3uQBFga/PGMT1U0O/2SOYAXEnXHzT7dz4uz8xYcEiRs2cxdxld3Hbn/5ObIrM1niCZXVJt4C4E5y1bVg3lPvdv3leDkpUz73n6lg9MX681q2bK2n8oOhkQByAvaiJmmf34GrxP77faI7lxt8+yoQFi4gyx6KLMjJyxkXc+Ns/kTwotNVH5n/rXpKyuweuKioV8755N4lZA3OjVrBY1pdR/eQuWrYex3awAcvaMqqe2I69yHPAsCRJkiRJkiRJ0kAmM8X1cz9aOIqdz26ipd3V7fiYDDPX9XGyz+ZwUVhtxWzQytJ/wN2zh7GyoIrKpu6LBBmxBu6adXbBFnX5vS+E1xUI4ob1LXhHr1Fz9eQsrp4sy6We7qLhyfxh6TgeXrGfZpsTAJNew3fnD+eycel+9//X6ydx6/ItHDsl2MeoU/OPmyYRZzw3d+UDfH/BCK47L4tP9h3H6RbMHpnMqDTzmR/Yj43NjGVspn9laUrrW9lZ2khclJYLhiaiUQ+cuPVP9x332vbJvuNnXYbam8y4KN695wKeXFPIqoIqBB2B4d+ZM5zshL6/j+1/xfO122GBwvcE4+/wP+gyIVrHLxfn8cvF4Q1mjjVqefeemaw5WM2Wo/XE6DUsmZjBoMTosI6rv7E3CXb+VcBpVX/cDtj6JzdXvKlCpZVZk4LkSToysvnyCxbAU4EeiBDCpSjKzcBmIAb4j6Iovwd+7y07maIoacCvgDtPG18ke4qO8SrAS4qizBNCNJ36DYqizAe+2/nlLmBdKAcohDigKMp2YArwZzo2hR0DNoZyHANd3KLB1CzfB87uT1ldrhnj+L5lr3bYbNRXlBFlNmNOkpu9Zlx7I8W7d9DW3O0lRnx6JpMuW3JWfbSXes5WBoCA9jILmoS+ZZBR6dRET0sjelpanx4/kBnHJeO6vJ3mz44h7B3zNopBQ+yiXAzD/dt4oCgKiTePpnb5vm7BPopBQ+Ito1Hp+paRfiD45eI8bp0xiM8KqhAI5o9OZUhyXxLK9h8ZI0aTMWK0X300VJZTVVSIMTaO7LxxKKqBc0/alu+9mn1bfi2xl+b61b822UjKPROwrCntKM+qUogam4R5TjbqmL7NDwm3wLKm1GOb2+qgZetxzLP9DxYzJSQy/1v3MP9b9/jdlz+i4+K59ZG/UbhtM5WHD2KINjH6otnyc4CPnA02mlYc7XFctLupf/swaT84z6css5IkSZIkSZIkSf2dDIrr58ZlxfLuvTN5eu0RNhbWYtSpWTwhg29fPASjzvc/79Nrj/DPdUdobO1Yr5syKJ4/LB3HSD9LTZ4Ni83Bh3sqqW62Mzo9hnmjU1H7meXJWiFwtIB5EKh1fesrLdbAe/fO5J9fFLFqf0dgxyV5adx58RBSzrJEpv4M8UD6WDkZESw3TsvhqomZbC6qw+UWnD80EZM+MJe+nEQjn31/Fivzq9hf2UyqWc+SCZnEGv0ruxEKzTYH2481EKVVMzU3we/X2umy4o19zgwn3AJ7YSPOBhva5Cj0Qzxn5Bso2p1ufvzfPby3qxx351pymtnA49dP4IJesoH2Jy7hPa7D5Q5MzEd2gpE/XjOeP14TkO5wtAiai723nynYuT9SqRTmjU71u+TsuazsC4HbS8IGewNUbYf0s0voI/lo0dzl+StWL3sQeNyHhz24aO7y/GCMRwhRoCjKJcAHQBLwS+CeznKem4ESQAcMBq4ALgNO/WD5PPCXYIwtUIQQexVF+SPwEzqCznYpivInYAcQDVxJR6CiBrABtwrRyxtC8LzSOb4Tu1leD9M4Biz9kDhS7p6I5YtS7EebUBk0GCemYLooE0XjW0CFcLv58u3X2PnxB9hbWwDIHjOeS+64j7g0/ze1nEmjvYWPj26j3mZlXNIgLszM8zvLk6O2DdHuQptqROnjpof4tAxufuhxtv7vvxzdtQ2VWs3w6TM574qlRJnO7l5ddYZ7FJVRTg8FS8xFmURPS8V+pAlUCvohsQELWNOmRpP2g6m07a3FUd2KOl6PcUIyqgDd8waTq8VBe6kFlUGNLseMEuB70sFJ0Xz74j7ek7oEtkP1uJrb0aZFox80sDd5OWw2Pn7qcQ5/tQk63yJjU1K5/IEfkj5sZJhHFxjC1Uuju5c2H2iTjSRcF7jfl6vJjqvJ7rXdW2nm/kylVjNi+kxGTJ8Z7qH0W627a7xurXHV22gvsQz4a5okSZIkSZIkSdKpIn+WTDqjEakxPHH9RL/7eX59EY98cqDbse3HGrj5+c2s/N4sEqKDl/lq7cFqvvPaTqx258ljQ5Oj+fc3p5MZ57kcSG+ajgq2P+amrnOZU2eGkTcojLqxb4sQqWaDX5l8MmYq6MyCdg/zVTozpM/oU7fSWYrSqZkzKjg7S7VqFZePT+fy8cFfpAuUJ1Yd4tl1RbQ5OmaF02MNPLR0LHNHhT8QxlHVQt2/C3DWdWVm1KZHk3jbGDRxPctjDgR//PgA7+zsXq7leLONb720jdUPziYttm8ZOyLJ3JEpvLTpmOe2IL02/aXWd/xzeVmD0EVgdVyHy41Gpchd32HkaDlTu8C3RGaSLxbNXf7EitXLAB6j91+0oCMg7olgjkcIsVlRlLGd47mRjuC4+zv/efMp8JAQYn0wxxZAP6MjuO9BIJeOjH2nKweuFULsC+G4TvU6HVniTkSgyNKpQaDLNJF4k38ZigC+fPs1Nv/3jW7HSvP38Nbvfsrtjz2FzuD7veHZ+qR4Bz9e9yI2V1d0c15CNs9d8h0So3xfPG4vtdDwXiGO8o4KzSqTFvO8HEwzvJTTPIPYlFS/svgYxyXR9GERwtEz+kMdpx/wG1HCTaXXEJWXGJS+FY0K46TI/EztiXALmj4+inVTxckMk+oEA/HXDMcwNPzPw/YyC3Wv7MfV2HUjoMuJIfHreahNAzMj/OfLn+bwli+7HWuqruKdP/yKb/7teQym/p9lL2pUPK27ajy2GUZFZqlvlUHTkePWS9DemYKdw8HhdqFVnbtZKiOBsPUWAQpum7PXdkmSJEmSJEmSpIFm4OTBl/zidLl5dl2Rx7ZaaztvbC0J2rkbWtq559Ud3QLiAI7UtPC9N3b53J+9UfDF97sC4gDam2Hvs4JDbwdo+6eP1HqFaT9Vodaffhym/0zV5yx2gbKtuJ7bln/F6F98wtSHPuOhjwpoavWS6ibEhEtgqxc4bTKhRyC89GUxf/388MmAOIDKJht3vbKDQ1WWMI6s429d+2J+t4A4AEdlC3UvF4RpVMHVYnfyppfra2u7K6jX3lC6c9ZQkmN6BjXGG7XcO2dYGEZ0ZiqNQvYc79fm3Esj5yPUqoIqrnxyI8N/9jHjfr2Sn7+3l4aW9jM/MAJ8eaSW25Z/xcTfrmTun9fy1NpC2p3hea8OhOQJ3p8zigqSxsmAuGDrDHQbR0dpT+tpzdbO4+OCHRB3ghCiSghxCzCcjgCyz4FKoB1oBYqBVcCPgTwhxMJ+FBCH6PB/wHTgJTp+HjtQA2wCHgDGCCE2h3GMar6zWwAAIABJREFUVXSVS90TxuA86QwcNhs7P/7AY5ultob969cE7dwV1np+8MUL3QLiAArqS/n5xld87s/ZYKPmX3tPBsRBR6m7xveP0LKtyu/x9oXKqCX+ayNA3f29SNGrSbhhZMCzdPnKdriBmuf2UP6LjVQ+vIWmT4txt/e+sB8qwiVwWdo9BhRKvrOsKcW6vrxbyWVXvY26l/JxNth6eWTwudtd1L6Y3y0gDqC9xEL9GwfDNKrgam1qZP+GLzy22VqsFKz7PMQjCo6YeTkoUT33hqvMOmIuygzDiM5MFaXBMNp7MK1xcuQEw64o2sZV7z/EuJe+w7RXv8/DW/6D1RHe1/PZajtYT81ze6j47SaOP7Edy/pyRIAy2oeDfnAvgfwaFfrsCNzhJ0mSJEmSJEmSFEQyU5wEQEWjjWqL95T8u0sbg3bu93aV0+plsvur4noKqy0MSzn7G/aijwR2L8M9+KZg2FKBSh36Cf/06QoLX1ZxdIXAWg6mTBiySCEqObyLD+sP17Dsxa04XB0TPm0OF8+tP8qGwjreufsCogJU1qUvDv/XzcE3BW01oNJBzlyFCXcr6MwyqKCvnt/gOfi13enmpS+LeWjpuBCPqIvtQB2uBs/XIUe5Ffux5gFX4qGyqY2WXhb7CqtPj+fonzLionjn7gv4x+pCPi04jtstmJ+Xyn1zh5ObFB3u4Xk1/k6F+gM9y6gOXqSQeVFkXIc+2F3B/W/sPFHlCKvdySubS9hW3MB7987EoI3cXfof763k3td2nCwb3Njq4NFPDrKlqJ4Xbp+KKsyL832RmKeQOhWqtvZsy71MwZjS/36m/qizJOq9K1Yv+xGQB8QAFqBg0dzlAbmwCiFeBF704fuLgD90/uvrOX8N/NrHxxQTgvSEQoivgK98fMxazmJsQojZXo6/yFn8DRRF0dDxPICOUqpShKqvKDtZMtWTysJDTFiwKCjnfrdwEw6358wpX5Tto6qlkdTos89gZd1c6TVTi2VtKdHnhSdDs3F8MrqsGFq2HsfVaEeTYiT6vFTUMeHNftW2r5a6V/efLPfmamrHsqYUe1ETyXeM63PZWX8JIbCsLcP6ZTluiwNF15GRLXbR4H5RnjQSCZcb65cVntva3bRsqSR24eAQj6pL255a3FbPGwTthY04qlvRphhDPKrgaqyqxO3ynjmqrrw0hKMJHm2ykZR7JmBZXUrb/joUlULU2CRi5majjo3crPRxS4ZSU9mCq757gJnpwsyIyKwI8ObB9fzqy9dOft3c3sZLBavZXVPMq4seRK2KnA1lp2vZepyGdw6ffP9xtzpp+qiI9tLmgGTADQf9iHh0OTG0l/Tc+Gq6ICMiMwxKkiRJkiRJkiQFk5zFkwAwR2lQqxRcXnbCBbN0akVj2xnabT4FxdXv976bz1YLbTUQnXbW3QWUMVlhzG2RtSD+6CcHTwbEnWp/ZTPv7iznpuk5YRgV7H/Fzb5/dY3L3Q7FnwgajwjmPa0KS2Bjf9did1Ja7/31duB4eDPFOWt730XsrGsbcEFxySYDOrWKdpfnrBOZ8cErERZq2QlGHrl2PI8wPtxDOWv6OIX5z6go+VxQvQPUho7g3JTJkXH9EULw55UHTwbEnerAcQv/21XBdVOzQz+ws+B2Cx5asR9PHzu+OFTDF4dqglb2Otgu+I2KPc8Kjn0qcLZ1lEkfukQh7/bIeN6cSzoD4HwK1JIGpIV0lK51IYPiIlqUuffPeVExwfscWGmt99rmFoKqVt+C4jwtRJ/grG3D3eZE5SFjUShoEgzEXpoblnN7IkRHKU08fCZoP9ZMW34dxvHJoR8YdJT4XFd+8uuOoK3jOKpbSblzQljG1N+5LA7cLd6z0jsqz1CLPsicdb3PTzlr2wZcUFxMYjKKokIIz/ek5qT++ZncE22ykYTrR4Z7GD7RxOpJfWAyrTursR9tQmVQY5yUgj43NtxDAzrKpf5954ce23bVFLG6dA8LBk0M8ajOjnC6afqk2OP7T9ueWuwz++fGTEVRSFo2lsYPi2jbXYNwuFGZtJhmZhAzOzLnByRJkiRJkiRJkoJJBsVJAMQZdcwfncKn+Z5LuVwzOSto5x6e6j3gTaXA0BSTT/3pYxU8zmgAihq0kZuUKORqLHb2ljd5bV99oCosQXHONsHBNzz/DRsPQ8UGyJoV4kENAG6HHaNa0OryHJiRZjaEeETdaRJ7P78mceAEiJ0Qa9RyxYR03tlR3qNNo1K4YWp4glKlLmq9wuBFCoODk5jGLyX1rRyra/Xavu5wTcQGxR04bqGswfui42f7q/ptUJwmSmHyAwoT7hLYm8EQByqtDIiTpHBQFCWGrux6HwghKsM4HOkMzEkpZI8ZT2n+Ho/tY2bNC9q5h8VneG3TqTXkmH0LylJHe59qUbQqFG3kZs0JNWdtG84675tjbAfqwxIU52pxeM1o1n60GVthA4Zh8SEeVf/X6mrDpRKo3Z4/G4U7Y9cZ70mTBt49aUxiEoMnn0fR9p77CDRaHWNmzw/DqKRTqfRqTOenYzo/PdxD6eFgfRm1bc1e2zeUF0RsUFx7SXOvQbq2/XX9MigOQGXQkHDtCNxLhuJuc6I2acOWdVWSJEmSJEmSJCncZFCcdNJvlozlUJWVo7Xdd+beN3cY5+UmBO28SyZk8NjKg1Q19yybeNnYdDLjfJt0zF2ocHSF54CqjAtAFyMXpk9Qn6E03Znag6WxEBy9bBCv2S3ImiX/jp5Y7U7e3VHGztJGEow6rpmSxai0GHbt2sWqVasYrCSSj+dUiTdOC28AlmF0Iuo4Pa7GntcCbaYpaJOR9qaOIMyyLwRuB6RNUxh5o0JMVmieY79eMoayhja+OtqVocSgVfHINeMZHIDSokU1Vl7ZXMLhaguZcVHcOC2HCdmRUWZF8o9O0/uktl4TuaVTz1RBR/Hz5Vfe2MaTawpZVdAR7L8gL5V75wzz+TOFP9R6BWN4EttIUq8URUkDLx8Gzl6BEKI9EOMJNEVRRgMPA7XAHGAIHTtm/hjOcUlnZ8Ed3+E/v/0Zlrqabsdn3bKMpOxBQTvv0mHn8/Tuj2my97wJuXLo+cTpfftMZpySStu+Oo9tUROSUc7wHn4uUc70ph+me9L2kmZwes9Cby9qkkFxXrhbHbTsqMZRbkVl1hE9JRV1koFt27axevVqpiqDGYmHQFQFoqeFKa1/p6jxyTR9XOwxUEY/NDZoWeJcze1YviilLb8OBBhGJxAzOwtNXGg2rl165/2888ffUFV0+OQxXVQUi+77P0zx/s8HHqwv582D6yhuriEnJokbR13MyITgbb6VQken7n1pQX+G9rA6402nf+8/zto2mteUYjtYDyoF49gkYuZkh7RkuUqnRqWL3HkBSZIkSZIkSZKkUIjgO1Mp1NJiDXz8wEX8b1cFW4vrMUdpWTopk7GZwU3Jb9Cqefmb07n31R0crrYCHfMSC0an8si1vpfZSxqnMPoWhf2vdJ/ANmXBpPvk4sOpEqJ1TBuc0C0Y51SXjQ3PLlTNGeaZz9TeXxytbeFYXQu5idHkBiD4qbi2hRuf20xlU1emhec3HGVBspUs6wEAZsbUo9ENYndVV+CZosB3543gwuFJfo/BH4paIen2MdT+uwBXfdfPoE0zknjL6KCcs90iWHO/G0tJ17GjKwRl6wVz/67CPCj4i3Bmg5a37pzBlqI6tpc0EBelY9G4NOKM/k+Urj5QxV2v7KDd2VUK581tpfx2yRhunZHrd/9SeKXHRjE5J44dJY0e268YH3mZBE4YmRrDoESj10x3l+T1fUG0orGNpU9upNrSdZ17bUsJqwqqeO/emSENjJOkCHUX8Cs/+xgMFPs/lKBoAq487dhfhRBbwjEYyTfxaRnc/vhT7F+/hsrDh4gymxkza15QA+IAYvXRPL/gO/zfF8s5ZukIyFMpCosGn8fPp1/nc39RoxOJnpFOy6buyQm1adHEXjY4IGMeKDRJUWjTo72WzYwaG557FJW+9yAClX5gTKfVlZVgqa0hITMbc7L/WXrbK1uofX5vt6Ay67oy9iVVssW6H4D8uEqGqrLR1Li6HqiC2EVD0GV5ryQQCiqdmqTbx1D3cgGu5q7Yb212DAk3jArKOV2Wdqqf2tVtc1jL5kra8mtJuXsimoTgB8YZY+O4+Q+PU7J3N8eLDmOMjWXE9AvRG/2ffPmoaCs/Wvcizs7yrF8C/zm0kT9edBuLh07zu38pvEbEZzIsLp3CRs/JeC8bfF6IR3T2dDkxqExa3FbP2eKixiT2uW9HTSs1T+/G3eo8ecz6ZQVt++tIuXcialPoAuMkSZIkSZIkSZLOdYoQ3ne+9leKopRlZmZmlpWVhXsoko+2H2ugutnGqHSz3xmSGg4Jjq0SOKyQNB5y5iqo9TK72Ol2lzZy03ObaWl3dTt+wdBEXlo2Da2P6fVbawTHN3dcV9JnKEQl9e13/ukyF81HPbddslxF7OD++7estdr53pu7WH+49uSx2SOTefy6iSRE931i7IZnN7G5yHOA41X6fcyZPIoFCxZgNBrZUlTHhsJaDFo1V4xPZ1Bi5NQVFm6B7VADrgYbmmQj+qGxZ84g0UcFL7vJX+75fTBrlsKMX/ffQFqHy82Mh1dTa/WQeU+t8OWP55EcE97yRJL/9pQ1cvNzW7DYnd2OXzE+nb/fOClor51A+Kygirte2Y7T3f01OH90Ks99fUqfx/6L9/bx8uZjHttuOT+H3181rk/9Sr7LysqivLy8XAghU4FEEEVRfk0AguKEEMX+jybwFEVRAduB0UAl8E/gERHiG195T9o/CSHYXlVIvc1KXmIOWTF9XxAHsB9rpm13De52F4ZhcUSNTZJZ4jywHWmk9oV8OGUjB4AhL5HEW0aj+Jgtzllvw3aoAUWtYBid0KfgA+EWHH90q8cs1qgg7YdTQ5bFKxiaa2tY8fc/U34gHwBFUTFs6vlcevd3/QqEqvrrDo8Bjm7c/Ee/mVHTxjJv3jz0ej32wkbsRU2oDGqiJqSgiYucexPhcmM70ICr2Y42LRr94OBtFm38qAjr+nKPbdHT0oi/enjQzh1sLQ4bs978CVZHzxLJRo2edTf8EZO2/76OpA5fHT/EnauepM3ZPYnwdSMu5Lczbw7TqM5O685q6t862JFT+BTGSSkkXD+yz/3WvX6Att01HttiZmcTuzC3z31Lvgn3PemK1ctMwBggBrAA+YvmLrcGom9FUXKBE7PnU4EC4PvA14ChgBPYC7wAvCiEcHvoQwPcBFwFTAGS6UiTWAtsA/4NvHf6vZSiKLd39tsihDB1juUHwGVABtAMbKRjc9LaQPy8kiRJkiRJktRXMihOkiQKq608v76ILUfrMek1XDkxg1tnDPK59N7e59wcfENw4hZbUcOomxTGLvN94aeuQLDuh26cp82n592mMOb2/r2QdNWTG9lV2jOz07TcBN66a0af+ixraOXCR9Z4bb9+QiKP3Hh+n/oeyD67y0XDQc9tKi1cs7L/lplYe7Ca21/Y6rX9N0vGcNsFuT716XC5+deGo7y1tZRqi50xGWbunDWEuaNS/Rzt2Wm2OXh1cwmf7+8qiXnT9BxiDNqQnD9SldS18sKXR9l+rIHYKC1XT87kygmZqMJUbswX24818Oy6I+wubSIhWse1U7L4+oxBaHwMyD7VBQ9/TkVTz4U3gDSzgc0/ndfnviXfhHsBQpLCSd6TSpJv2itbsK4vo73EgipKg3FKCtFT01HUZ/95RghB4/tHaNlS2RXgoFaIvTSXmIt9fyuyFTZQ91IBwtF9DTn28iHEXJTpc3+RQrjdvPSD71BXVtKjbciUaSz94S/71G97hZXqv+30/g3nx5N11dg+9T2QHf/TVpx1nj+7qkxaMn7ef+/jPyrayoNfLPfa/ujFt7Nk6HSf+rQ7HTy/byXvFW6mwWZlfPJgvj3uEmZkBCeT3+lcLQ5aNld2lMRUK0SNTSJ6ato5X6KyqOk4LxesYW/tMRL0Jq4ePoOFg6eEe1hnxXakEev6chwVnSWfp6YRPTXN54DsU5X/8kvEaZuPT9CkGkn7Xv/43QwE4bonXbF62RjgXuBWwHRKkxV4GXhy0dzl+f6c47SguMXAnwFv0ZzvA9cIIU4+MRVFyQY+piNorzevCCFuPe3ct9MZFAdc0dm/2cvjfyCE+PMZziFJkiRJkiRJQTMw6j1IkuSXYSkm/niN76VqT3VspZsDr3UPshUu2P+yIDbXTfZc3wIcEvMULl2u4sj7gobDAkOcwuBFCskTgxvkYXO4aHe5MQcpyGZrcb3HgDiAr4rr2VnSwKSceJ/7bWz1XO7hBLdGlgs817TYPU/AnmA9LbPY2bj31R2sLKg6+fWWo/VsOVrPo9eM57qp2T7354uGlnau++emk2W2AbYda+CdHeW8decMYo3nbmBcTqKRXy0+0xymf2qtdtYcqAZg1shkUmICk9FhyqB4/nlrYEvq9JZhrh/ECUqSJEnSOUmXHk3CdX3PygMdpelaNp9Wws8laFpxFG1aNIYRvt1nGYbFk/rdyVg3V+I43oI6Vk/0tDT0Od7WfAPD5mzHKdxBy6BVtHObx4A4gKLtX1FfUUZChu+xA6eWCfTEpPG/FOc5p5/vY25xeMi02K3dczCgNy63m7s+e5JNlV07276s2M/mygM8PvtbLMyd3KdxnvX5m+1UP7MHV33XuNuPNtO6q4bkb487pwPjhsSm8asZNwb1HFUtjWwoL0CtUjErayzxBtOZH3QWDEPjMAyNC0hfJ/Vy3xnBydylAFmxetn3gMfw/EwwAXcDd61YvezBRXOXPxGg0z4PpAJvAq8AdcB5wC+BJOBK4BbgJTiZXfsDOgLi2oHngE+AGiANmAXcA+iBWxRFeVMI8aGH8+qA/3b+90/ACsANXA48CKiBhxVFeVcIcSRAP6skSZIkSZIk+UQGxUlSP1Ja30p9SztDU0yY9JH18i181/tsbeH7guy5vvdpTFEY9+3QzBaVN7bx8Ir9fJp/HIdLMCbDzAPzhnPJmLSAnmd/ZfMZ2i19CoobmmwixqDBYvO8EDExJ8ATfANExgUKDQc9P3czLgjxYAJsam48GpXSozTlCecP8a0c2Oaium4Bcad69NMDXDUpE10Qy4E9s+5It4C4Ew5WWXhufRH/d6l/i6iSd3/7/DD/WF1Iu6sjS4pWrXD37GF8f8GIMI/MswV5qbz4ZbHHtkBf0yVJkiTpXNNwvAJ7SwuJWdlo9ZFV9rBlU6XXNuumCp+D4gA0iVHEXT7En2GdteKmav687R3WlO7FJdxMSM7l/klLmJk5OqDnqSku6r39WHGfguK06dGgUfUog3uCLjvG5z7PBYbRiVg3eC6fGpXnXwnncJuaNhwFBeElum96mm/3cGtL93YLiDvBLQSPbXuXSwZNRKUE7560+bOSbgFxJzhKLbRsruxTRkrp7Pxp6zu8lP85zs7SFHq1lu9OXsI3xs4P88g8i8pLpHVntcc2Qz9/XUu96wyIe/wsvlUBHl+xehkBCoxLBX4khHj0lGObFEXZQEcZVBWnBMXRUS51Quf/3yeEePa0/t5XFOVTOgLlTny/p6A4LR2lYecKITaccnydoijlwF/pWIO8AXioTz+ZJEmSJEmSJPmpf9cglCKStVxwbJWb418J3K5+vq01Qhyra+GGZzdx0aNruPLJjUx/6DMe+eQALi/BLuFgreilzfP8bsRoanVw3TOb+HBPJY7O52x+RTN3vrKdT/YdD+i5UmL0vbanmntv9yZKp2bZzMEe2zLjolg6qf+W9wmmYUsVYjwkONOa6PdlelPMBm6enuOx7eIRyUwZ5Nui4IksYZ7UWtu9ZkAMlI/2eF/k/HBPLxegCGWrF7QcF0R6GfuP9lTy+KpDJwPiABwuwd8+P8z7uyLz4n737KFkxPZcpE+PNXDXrKFhGJEkSZIUao7qVlp3VmM73ICIoHum/qy2pJjXfvF/LH/gDl796ff45923sem/r0fUZxlnfZv3Ni/lKSNFdWsTt3z8GJ+V7MbVGfSxu6aYO1b9g00VBwJ6ruiEhF7bTfG9t3ujjtZimu55A4ImOYqosTIQxJOYi7NQx/WcB1CZtMTMCW427mAbHJvK4qFTPbYtGnweQ+J827Cytmyv17ZSSy2HG7zfMwZC656aPrVFKldzO87GyL42Arx1cAP/2rfqZEAcgN3l4JGt/2Vd2b4wjsw78/wcVKae2ew1SVGYZsr5uYGqs2TqYz4+7LHOx/mrlI7yqd0IIXYCuzq/PLWG+bDOx1QA//LUoRDiU+DEZF9vT9y3TguIO+ElunKeyvrpkiRJkiRJUthEVqopqV9ztQu2PiIoXSM6b3cEhiSY/jMVKUEueTmQtbY7uem5LZQ3dk3wt7S7eHptR8bxHy0cFa6hdROTDXX5XtoifLPsG1tLuv1+TxAC/vLZIRaODVxmobmjUkmO0VNj6VlGJD3WwKwRyX3u+7vzh6NSFJZvPEpTmwNFgZlDk/jD0nEYdfJy74kuRmHO31UcfF1Q+oXA7YC0aQqjblSIye7/161fLR5DoknPvzcVU2ttJ0av4ZopWX26bvRWkhJAHeQYQpvDc8aJM7VFmqYiwc5/uKnZ2fG1KQvGfEMhx8cS06HykpeMayfarpwYeRP6qWYD7907k3+uK2JVQRUCwYLRadw5awip5sjKaCNJkiQFltvupP6Ng9j21588po7Xk3jTaJmlyg9tlmb+8/uf09rUtQnC3tLCl2+9ilqjZdqV14ZxdF00iVE4azwHxmmSokI8Gt+8sn8NtW09s4q7hJsnd33EjIzA3fePPP9Cvvj3v7C3tvRoS8jMJnNUXp/7jr18CIpGhXVzJcLuAgUMIxOIv3oYSrBvGPoptVlHyj0TsKwtoy2/DoTAMDqBmNnZaOL7/2fXhy78OmnR8bx5cANN9hZidUauG3kh901a7HNfSm81KQG1KrjPMeElCyKA6Ef3pO2lFho/LKL9WMc1R5NqJPbS3IjNTPjK/rXe2wrWcnFW5MXaaBKjSLlnIpZ1ZdgO1KOoFaLGJmG6KBN1dM9gOWnAuJdei+d6pNBRpvReP8+9Rgjh7UJ0FJhMR+lWADozyj2qKIqql8cBHAfi6Cij6s3nng4KIZoURakHEk89tyRJkiRJkiSFmoySkAJm91OC0tXdd4nbamHjT90sfFlFVGL/DzAJh/d3VXgM2AL495fF3DtnWESUUh22VKEu33OWgGFLI3vye+OROq9tB45bqLXaSTL1LYPb6XQaFc/cMpllL26jqc1x8ni8UcvTt0xB48dCgaIoPDB/OHfOGkJRTQvx0VrSYyN78ScS6GMVxt+lMP6ucI8k8FQqhfvnDeee2UOpb20nNkqLXqPuU1+XjknlmS+OeGxLMxuYkBXcEr0XD0/inZ2eM5NdPCIpqOcOlNYawdrvuWk/Zb3TWgZbfidQaQRZF0fe++TRup6LpScU17WGcCS+STEb+MUVefziir4v6kqSJEn9T8M7hd0C4gBcDXZqX9hH2g+nojKE/76pP9q7emW3gLhTbfvwXaZcfiVqTfgX+U0XZND4vufPq6YL0kM8Gt9s8VAS8oRtVYU43C60qr59jj+dLsrIFd/7Mf977A84bF1zDab4BBZ/90d+9a2oFGIvG0zM3BycdW2oTTrUZp2/Qx7w1GY9cUuGErdk4GU11qrUfH/KVdw3aTGNNiux+mh06r5dixfkTuKtQ56SEcGQ2DSGxQX3dW4YFo/tQL3ntuG+l2cOB0dNKzXP7+0IWu3krGql7pUCkpaNxTAs8n6OY83es9b31hZumgQD8VcNC/cwpBBZsXqZCbi1jw//+orVy360aO5yqx9DKOml7cTETo+L74mAOEVRtMAgOjLIjQYmARd3HoPeK06d6dyJns4tSZIkSZIkSaEiP4xKAeGwCoo/8RwQ5WyDoysEebdG3mJ/IFVuEhR/6sbeDIl5CsOuVIhK9v9n3t1LScKWdheF1VYmZgc3GOVs5MxTYSlzc+DVjmxbACot5H1dIWtWZP/tjVrviwsqBfSawAb1TRmUwMYfz+X9XeWU1LWSmxTNkgkZRAcouNGgVZOXYQ5IX9LAoFGrSInxL8vApJx4rpmcxX93lHU7rlYp/OKKPL8COs/GPXOGsqqgCovd2e14jEHDnQEqiWlzuKhraScxWoehl+tCXx15T3QLiDvV/pfdZF0c+HP6KzfR6DGzJUBOgjHEo5EkSZIk71zN7bTt9Vy+zt3qpHVHNaYLMkI8qtARQtC2r47WndUIuxP94Fiip6ejjvE/IKnqyGGvbW3NTTRVV5OQEf7ssaYZGTjrbVg3VkBn2VxFqyJ2YW5EBnqcKkrjfROWXq1FfYaszb7KHT+JO558gf0b1tBcW0NiVg4jL7gIrS4wm8FUejW6DJkURuqiValJNsb61ceFGaNZkDORVSW7uh3XqjT8ZFrwM1aa5+VgP9LYIyucyqTFdGFgroHudhfuVgdqkw4lwHNRANYN5d0C4rpODJbVpRF5rcyJSeZwY4XHtmxz36stSFKAjaHv2dBMQB7wlR/n976jsauEabcPE4qiaIBlnf8mA552OLjpPSCuT+eWJEmSJEmSpFCSQXFSQLRWg8vzmjkAlt72Cw0AO/7i5sj7XUGBNTsFR/4nmPWYivjh/t3zJUT3voiReIb2UBpzm4qhiwXHvxKgQPp0BX1c5N/zLpmYwSf5xz22zR2VQowh8FkPTHoNN08fdOZvlKQI8qdrxzNtcDxvbi2l2mJnTIaZb180hPNyE4J+7mEpMbx55wweW3mQNQerURSFOSNT+L9LRzA02b8FN5vDxR8/PsDb28uw2p3EGDTcNC2HBy8ZiS6ACxG1ez0HjwM0FoKzTaCJiqxr5q0zctla3OCx7eszzq1r2Nvby3h+fREHqyykmQ3cOC2Hu2cPRStLgUlryKwBAAAgAElEQVSSJEUEZ11bx7KdF46ayM1w6i8hBA1vHaJ1Z1fGHPuRJqxbKkm+YzzaZP8C2aPM3gNZFJUKgylygp/iLh9CzIWZ2A43oKhVGEbGozKGP4vdmSwafB6bvWSLW5g7GZUS+M8bBpOJSQt9L2EpSeGiKApPzPkWbx5cz7uFm2mwWZmQnMs3xi5gXFLw70102TEkfXsczauOYS9sBJVCVF4i5ktz0cT5F1Dqtjtp+uhoR2Czw43KqCF6RgbmeTkoqsDdI9qLvezSOkNbON08eha/3vS6l7bZoR1MmFk3V2LdWI6ztg11vAHT+emYLswM6HNE6rOYMD/eJ4qimIAVwEWnHLYBBUA+HQF6q4D/0hHwJ0mSJEmSJEn9lgyKkwLCkAiKBoTTc3t0WmjHE0o1e0S3gLgTHBbY+Vc3c//hX+afa6Zk8fQXRxAeYimmD04gO8Iy9RgSFHIX9q/JmIVj0rhsbBof7+seGJcco+dnl8vSe75wOwTlGwSW0o7XfdYsBbW+fz0fws1ic/Df7WVsKqrDqNOwZEIGs0cmowQ4O0RfqFQK10/N4fqpOWE5f16GmX/dPhWny42iKKgDNPF73+s7WVVQdfJri83JP9cVUdVs4y83TArIOQC00d7bVLqO7JqRZsmEDAqrLDy19gjOzowrGpXCHRcP4erJWWEeXeg8vfYIj3xy4OTXlU02Hl91iIKKZp65dUoYRyZJkiSdoI7Td+Sg8BKDron3L2tuJLPtr+8WEHeC2+Kg6cMikr4x1q/+x8yex+5VKzy2DZk8DWMvQXPhoI7VE31e/5qEWDp8Bp8W72Bjxf5uxzNMCXxvypVhGlX/ZHc6WHlsJyWWGnLNKSwYNBGdOgI/aEcwm9XKvjUrKTtQgCHaRN7Fc8gZOyHcwwJAo1Jz8+jZYQuG0ueYSf7mOITLDYoSsGCkupcKsBc1nfza3erE8nkJ7lYH8VcGrgRnb2XEVVGRl7kc4PqRF3G0qYqX96/B3Tk5qlVpuH/SFczJHhfm0YVO0ydHsaztytzvqrfRtOIojupWEq4dEcaRSZ0sYX68rx6iKyDu38DfgZ1CiG6pJDuD5yRJkiRJkiSpX5NBcVJA6GMVsmcrlHzWcwVC0cDgReEP5giW0s+9Z/6py4eW44LotL7//EOTTfx68Rh+/UF+t8C4jFgDj1wzvs/9Sl1UKoV/3DSZj/ZW8r9d5VjtTs4fksjN0weRHBOY8jHnguZjgvU/ctPaFVvE7qcFMx9SkZg3cK8BgXS8ycb1z27iWF1XJpN3d5Zz9eRMHvvahIgIjIsEgSzVml/R1C0g7lTv767ggfkjGJzUSzSbDwYtUKjc7Pk9I3uOgkoTmX/f718ykpvPH8SaA9UIYM7IFNJiB25gweksNgf/WO25bNwn+cfZWdLApJzIKzMkSZJ0rtHEGzCMiMd2sGeGU0Wrwjg5JQyjCo3W3Z7LxgLYDjXgbnX4lS0tfdhIZl53CxvfeqXb8fj0DOYtu6vP/UpdtCo1zyy4lw+PfMUnxTuwOduZmZnHdSMvJE4fmM+i54J9tce4+7OnqGnryniVaozj2QX3MjLh3NnQ4Y+G4xW89ZufYK2vO3ks/4vPmHTZYubefmcYRxZZlADek9qONHYLiDtVy1fHMc/NCUgpbADj5BTaj3nOCGecGJnvk4qi8JPpX+O2MfNYV5aPRqViTvY4EqPM4R5ayLgs7VjWl3tsa91WRczFWWhTImvT9DkoH7DStxKqVjoytIWEoihq4BudX34mhLjNy/fpgMi8MEiSJEmSJEmSD2RQnBQwkx5QaK0W1O7pOqY2wLQfq4hOj8yF/kBwtvnXfjZuuyCXmcOSeGdHGfUt7YzLimXppEyMOvkSDhS1SmHJhAyWTMgI91D6JSEEX/6qe0AcgL0RNv7czeVvqFDrBu51IFAeWrG/W0DcCe/sKOeSvDQWju1fGS/6g61H6722CdHRHqiguKzZCtkboXR198C4mGwYf0dkvz5SzQZumBaeDIHhtq24gZZ2l9f2tQdrZFCcJElShIi/dgS1L+XjKLOePKYY1CTeOAq1KTABBZFI9PI+hQDh6KWu7Fk6/5obGDr1fArWrcbeYiVjZB6jLrgYjW7g/l5DTatSs3T4DJYOnxHuofRLTreL73z+z24BcQBVrY18Z/U/+fSa3wSlDO1As/qFf3YLiDth58cfMHzqDLLHyM2ZgdbeW9lSl6D9WDNRY5MCcq7o81Kx7a/HdqD7fbA2PRrz/OCXoPVHhimBG0ZddOZvHIDshY3g8r4p23aoQQbFhdmiucutK1Yvexm4uw8P//eiucutZ/62gEmhq1zrrl6+bwkQ1fn/chFCkiRJkiRJ6rfkh1kpYHQmhTl/VVOzR1BfINCZIetiBa0pshf6/ZU8CY6t8txmSIKYAMUQDEsx8cOFowLT2QDicgv2lXfsqB2bGRuwcoqSb2p3g+WY5zZ7A1RsEGTPlX+b3tgcLj49rYTvqd7bWS6D4oLAZOg9a0pML+VlfKWoFKb/HAbNVyhZI3DZBKlTFAZdoqCJkq+PSKU9QxYInUYurkqSJEUKdYyOlHsnYj/SiKO8BZVJS9TYJFT6yCwJFyj6IXHY9nsO9NckR6EyByZwLTknl1m3LAtIXwOJy+mk+ugRVGo1KblDUFTys0E4fFG6j+OtPTNFApRaatlYcYCLMvNCPKr+pbW5ieLdO7y2F6xfI4PigkA5w3uUYgjce5iiVpH49TxsBXW07q0Ft8AwIh7jxBQUrbx2RSx17/MFyhnapZB5ErgL8OUPIoCngjMcrxoBJx1rg/MURdEIIZynfoOiKOOAf5xySO6CkCRJkiRJkvotGRQnBVzyeIXk8ZF3M24pE+S/IKjYKBBuSJ8BY25XETvYv7HmzFM49JagubhnW96tCio5MRE0H+6p4KGP9lPZZAMgPdbATxeNZrHM9hZyrTXed6wCtFb3vW+bw8WhKgsxBm3AMnZFIpvDRbvLexaPZpsjhKM5d1wyJhXj+2paPWRYiY3SMmdUYCtFKIpC+gxInyHfG/qLaYMTSDLpqLW292hTFLhMBqtKkiRFFEVRMAyLxzAs8rJ4Oo630LzqGG0H6zvGOSaR2PmD0CRFnfnBvYiemop1UwWueluPNvP8HBRFfu4Ilr1rVrLxjZdpaewIxopNSWXO7XcydMq0MI/s3FPZ4jkg7mS71XuG6DNx2104q1tRGTVoEv17vUay9tbWjnTZXthbWkI4mnOHcUIyTR8f9ZgJTB2rQz8kLqDnU1QKUWOTApZ9Tgo+w8h4FL0aYfeQGValEDVG/i0jwaK5y/NXrF72IPC4Dw97cNHc5fnBGpMnQog2RVE+Aa4AJgErFUV5EiijI4vcIuA2urLEAZw79YolSZIkSZKkAUcGxZ2jqpttPPHZYT7aU4Hd6ebCYUncP284E7IDO9ESKVqOC9bc58be2HWsfB1Ub3cz9ykV5py+LxKodQqzHlex5xlB6VqBux1M2TD6JoXchXKXZbBsOlLH/a/vxH3KnGFlk40H3thJoknHBUPlhFAomQcpdGxu9NKe27fX2FNrC3l2XRGNrR0BYROy43h46TjyMiJvLqbaYuNwlZWUGD3DU2PO/IDTxBl1DE8xcbjac8WEqbkJ/g5R8sBs0PLw1eN48K3dOE+5oOjUKh65ZjwGbf/LLLP9WAPPrStib3kTiSYdX5uSxU3TB4U1k6bTJqgvAJUWEvP61052nUbFrxaP4btv7sLl7n6du+PiIQxJNoVpZJIkSf2bs95G8+cltO3rzFQzMh7z/EFo0wbmJghHVQvVT+8+uaAtELTtqsF+uJGU70xEE2/oc98qg4bkO8fT9FERbfl14BJoUo2Y5+VgHJ8cqB9BOk3hti2sfOZv3Y41VVfxv8f+wI2/+xNpQ4eHaWTnpmFxvW9UGBaX7nOfwi1o/uwY1o0VJ1+7ulwz8dcMR5sceaUKnU12nDWtqGP1fRqfOSWFmMRkLHU1HtuzRo/xd4iSB+oYHXGLh9L4fmG3aRVFqyL+2hEo/bAigu1II9YN5TgqW1CbdURPTcN4XmpYg7TddiftpRYUnRpddky/ChhX6TXEXj6YxncLe0y9mRcMQh2gjLCS/xbNXf7EitXLAB6j94xxgo6AuCdCMrCe7gemAOnAnM5/p1sFlALLgFxFUQxCiJ47MCRJkiRJkiQpwsmguHNQQ0s71zzzJaX1bSePfX6gmg2Ftbx+x/lMzom8HfX+Ovi66BYQd4KjBQ68Ipj2U/8mQgzxCtN+ojDlQYGzDXRm+tXkyqlsDhfVzXYSTDpM+si9RDy77ghuDzFYbgHPrSuSQXE+cLkFaw5Uc6TGSla8kQV5qT6XA4wfoZA0Hmr39GyLyYG0PiRKeH59EY9+crDbsd2ljdz8/GZWfm8WyTF63zsNApvDxS/e28e7O8tPBlVNyonjiesmkutjZrv75w3nvtd39jieZNJx8/kBqsUs9XDlxEzy0s28uqWEkvpWBidFc/P0nH4Z7LQy/zj3vLrj5HOxvLGNPWVNbCqq46mbp4RlTIfedlPwksDRGe8ZlQKTH1CRcUH/eZ9cPCGDrPgoXthYzMHjFtJiDdw4LUeWNJYkSeojV7Od6qd347Z0ZeFs21eH7XAjKXdPGJCBcc2rSz1meHG3OLCuLyduyVC/+tfE6km8aTTC4UI43KiMvZeIj2StDju1bc0kG2OJ0kTuQv/W99/2eNztcrL9o/e4/P4fhHhE/ZfL6aRo+1c0VlUSn57JkMlTUal925wyPX0koxKyOFBf1qNtQnIuk1N9f401f16CZXVpt2Ptxc3UPreX1O9PQWWIjDkTt91FwzuHadtbA53Jx/VDYom/fiSa2LO/b1ap1Exfeh2fPf9kj7aYpGTGzJ4fqCFLpzGdn44uO4aWrcdxNdrRphqJnp6OJqHvAdPh0rKjiob/HDoZvOVqtNNeYqG9xEL8NeEJFm7+vATLF2WIzgzx6gQD8VcPxzCs/2wON01LR5tkxLqpAkd1K5oEA9HnpxM1Um6gjDSdgXErgXuArwOnTi5ZgX8DT4U6Q9yphBBHFUWZBPwEuBzI7myqBnYDLwLvApfSERSnBxYD/wn5YCVJkiRJkiTJT4roJS1+f6UoSllmZmZmWVnPiTAJ/v75YR5bdchj20XDk3j5m9NDPKLgW3GTi5ZKz206M1z5fv/LBBRoDpebP688yGtbSrDYnBi0KpZOyuTnl+cRHYHBcef9/jNqrXaPbUkmPdt+Hv7JWuEWHN8C5RtOlOxVyJwZWRmSimtb+MaLWzla21UGJdWs5/mvT2VcVqxPfdkbBZt/66b6lJiu+JEw49cqotN8+5mdLjczH1lNVbPnv/GDC0Zw37y+T6baGwW2BohOB43Bv7/HD9/ezVvber7fZMVH8fmDs9BrfLu+vLeznL98dojiulYUBS4clsSvFo9hWEr/C9CSQsvtFsz685puQe+neu3b00MeMHxslZuv/tDzs6aigXlPqYgf7v/1sLDayqf5x3G5BXNHpTA207drlxQ8WVlZlJeXlwshssI9FkkKNXlP2rvGj4qwri/32BY1PonEm0aHeETBV/6bTYg2p8c2TaKBtB9MDfGIIo/d6eBP297hncObaHXaMWr0XD18Bj8472r0msgL8vvLLUtxORwe2+Izslj2xDMhHlFPwi2wFdTRtr8eFIgam4RhRHxEZZ6qKSnm3Ud+g6W2KztZbEoqS3/0axKzsnt5ZE/HWxr47prn2VVTdPLYeanDeHz2t0gx+vYZ0d3uovIPWxA2D+UKgbgrh2KakeFTn6dyWdpxtzrQJEShaP2rMlD7cgG2/LoexzWpRlIfmOzz33vP55+w+Z03sdTWoCgqBk8+j7m330lsSqpf45QGPuF0U/nwV7hbPF8bU+6bhC4ztHMb1i8raPzfkR7HFa2KlAcmo/WzhDlA4xFBxZcCRYGMmQqxgyPnGnuuC/c96YrVy0xAHhADWICCRXOXey4RIUmSJEmSJElSUERepIsUdGsPeS6DALChsBaHy41WHTllP+1NgmMrBa3VEDsYsucqPgexKL0801WRN7ceFj9/dx9vbuvaAW1zuHn9q1JK6lt59Vvnh3FkniWZdL0ExYU/m4DbKfjyl24qN3UdK/5EkDwJLnpYhVofGRNkd72yvVtAHEBVs51v/Xsr638416eMcfo4hVmPq2k6KrCUgDENEkb27ec83mzzGhAHsLusqU/92uoFO/7ipmIjCDdoo2HoVQpjv6H0KVix2mLj3Z2eF3TLGtr4aE8lV0/2bd7tqkmZXDkxg/LGNqK0ahJNkZERL9RsDhc6tQpVBC3YRbqCymavAXEAK/OrQh4Ud/BNz5svhBMO/1cw7cf+/X1/80E+L2wsPvn146sOcdXEDB67bmJYy8VKkiRJvbMdbPDedqA+hCM5O9WtTXxwZAs1bc3kJWazMHcyOrVvN5KKWjm94lmXCLr/DqcfrHuBlce6dti0Ou28sn8t1a1N/G3uHWEcmWdGc5zXMpNGc/iD9IXDRe0L+diLuu6dWrdVYRidQOIto1Ei4Hnndrt479HfdQuIg44ytO//+fd84/GnUVRnP8606HjeuOIHFNSVUmKpIdecwqiEvsVBOGvbvAbEAbSXWmBGH/pttNH4biG2Qw0gQGXUYLowk5g52X2qOOCobcNW0DMgDsBZ1YrtYD1RoxN96nP8vIWMnbMAS20tuqgoomLMPo9rIHC029FotD49B8919mPNXgPiANrya0MaFCeEwLLO8wYF4XDTsqmCuMV9z9Qq3IJtfxIUf9L1Dr/vX4KhVypMekDpt1VEpMDpDID7KtzjkCRJkiRJkqRzmQyKOwdpelkkVisKqgi6Ya/cJNj0WzcuW9exfS8ILn5U5dOuu6yLFQ686nkJImtW5Py84VLe2MbbOzxPEm0srGP7sXqmDIqsdPxfOy+b331Y4LHt2inhT0hz5H3RLSDuhJqdcPANQd5t4X/ebS2u58Bxi8e2qmY7qwqquHx8us/9xg5WiB3s39jMUVo0KuVkCcjTJUT7Hs3qdgnW/cBNU1fSgI4Syq8KXHaYeK/vf5NDx604XN4zruZXNHP1ZJ+7RVEUsuKNvj+wF/kVTfxr/VF2lTWSFK3n2vOyuHZyVsQFna3YW8k/VhdSUNmMUafmyomZ/PDSkcRHhz/YNdKdKfmvO8TZgYVb0NRzQ/5JjYX+jee9neXdAuJOHt9VwdjMWL510RC/+pckSZKCp9fNCBEWfLCiaBs/Wv8SDndXlre/7fiAFxY+QHZM8ln3EzU2iZbNntOXR40LbdB6JDrUUN4tIO5UK4/t5HBDBcPj+56VKxjGzpnPprdf99wWAWUmLV+UdQuIO8G2vx7r5kpiZmaGYVTdHd25neaaKo9tDZXlHNu3m9zxk3zuNy8xm7xE37LMnU4drQUFvEWzqvpyT9ruoubZvbjquya53K1OmlceA7fAPH+Qz306Kq1exwjgqGjxOSgOOkqpBjoznL2kGeuGchyVLahjdERPS8M4MSWg5wiE/C8+Z+v//ktdWQm6KCNjZs/jwutvRRcV2Hv0AelM95whLlgj2py4Gr1vuGyvaPHadjaOvN89IO7U4/EjYfBlkTXfIkmSJEmSJEmSdC6KrNlmKSQuG5vmte2SMakRk1ml3SrY/LvuAXEAtlrY/Du3T32NvE4hxsPcYnQGjL45Mn7ecNp+rAGXl+AjgC1HIy9bw20zBrFwTM/n8iV5qdx+QW7oB3Sa4k+9/z6LV0ZG2eqyhtZe20vP0B5MZoOWSz38fU/42nm+L3BUbKBbQNypjvxP0N7s+98lxdx7FreUmMjI8vbFoRqWPvkl7+ws5//Zu+vwts6zj+PfI7YsQ8wMiZ3YDsdhhnLKzO3KXddubbd127vtHXXwbm1H3datWxlWTCnlJk2Thjlx2JDYMbMsi5/3DwfsWDJIsiQnz+e6el3NuaOjx44l65zzO/ddWt/BhvImvv/GDh56bVuol9bDW1sq+eZLWyipbgPAYnfxyobDXPevdVgd3rs0SF2K0qJJjTF4rS8pDO64I0WlYOgjTx0x+GtzPby84bBPNUmSJCn0IsZ5D4EZJ4RPQKzW0tIrEAdQaW7kB189N6h9RS/OQj2i92dDTbKRqDnhFfYKhS21fSTpgc391ENh+iVXke0hsFU0fzFjwyAU17GlzmvN0kctmLwF4gZaH0rqGD36vFiv9cjiwX+27txe3yMQ11376qO47YM/5lFH9X3zUH/1YLHsrKf+H9vp3NGAs74TW2krTa/uo/mdg6FeWg9bP3qPj/72BI2VXccT9k4LWz98jzce/Qlutzwm7Y8+OxqV0fs9+IbC4N5wq+jVKDq117o62r/XR+n73s8jlb4XHuf+JEmSJEmSJEmSznQyFHcGumZaFpMye5/Yi4/U8d1zxoRgRZ4d+ULg9DIFrq0MGksGfnJBF62w+K8qxt6mEJsPsXlQeJPCkr+pMMTJUFy0oe+mkTER4TdjVqNW8Y+binn5zhncNieXb8zJ4eU7Z/DPm6eiCYMxMPY232rBNCqx75EVef3Uh9r/XlxEXlLvNTywJJ9pOYM/kdq42/t7htsOzQcGvUtGJ0cxOcvzhRKdWsVlU0LffUEIwc/f3Y3d1TtMvGzbUdaVeh61E2xut+DxT/d7rO2taef9HZ47q0gnqVUKPzi/AE8NXxeMTmR+fvBDBrlLvf+Ozb3Av/fq6lbvo2JrWj1fbJQkSZLCg2lOGtqU3h131DE6ohZnhWBFnr1zcH2vQNxxm2sPUdpaM+B9qaN1JN03iajFmWhTI9Gmm4g+J5ukeyaiMobf8VawmXQRfdaj+6mHgkan44of/YIrfvhzJp93EcVLL+XaX/ye8+97KCxG5vU1wtBt8V4LphFpfXd5j+unPtRGXJaPOu6Um04UiFmaizYlctD7s1V4PxkgrE6cdYO/MU2XHY0myfPrQ9GriQiDoLFwCVreLQUP97d2rK3GXu1ft65AcTocXrs/Vh/YR+nmjUFe0fCjaNVEn5PjsRYxIQF9VnBH8SpqFcZi790II6f5d+OYxfMEbQA6+6hJkiRJkiRJkiRJwSPHp56BInRqXr5zBi+uq+D9HdVYHS7m5Sdy+9xc0mLD50SztZ+chnWQzct0JoWimxSKbvJ9TaerOXkJJEXpqWvvPVJAr1FxwbjBj9AMltmjEpg9KvQneU8VX6RgqfUcwoovCvJivJiQEUtx9gg2VzT3quXEG1lUENoxJklRBj54YC4f7KhmQ1kTUQYNl03OoCjNt5Ooun4e1l/dmyeunsQNT6+nquVkQEenVvH4NRNJivLetStY9tW2U9rg/SLDR7tqmDnSz5ZdAVDW2EFls/eQ01cH6sNiNHK4u2RSOnGROp76spQdlS3Em/RcWZzBnfNGhuTibOGNCs37BDUbem7Pv1Lxe3z5mORojjR5/pkZnRzl176l00PKim0mYCwQBbQDu2sWTTIHYt+KouQAZcf+OA0oAR4CrgJGAU5gJ/AM8KwQotdlYEVRNMD1wKVAMZBI16C2BmAT8DywTIiec6gURbn12H47hBCmY2v5HnA+kAa0AWuAPwkhVgbi65WkQFMZNCTeMxHz10fp3NWAcAkiCuMwzUkPm65GAPWW3qMne9bbGBnjvbvxqdQmHTHn5BDjJTBwJlucOYEoXQTt9t6/26N0ESzKmhCCVfVPURRyJhWTM6k41EvpRZcdjW1/72M9AF2QgyneZI+fRHxG1omuXN0l5Ywio3BcCFZ1kibOQPJ3ptC5rR77kXZURg3G4mS0Sb6N0ewvAOtLQFZRFOKvL6T+3ztxt58MOypaFXHXF6Dq5ybIYLBXtOFut3utd+6sR5c6+JBhoNWVHaKz3XtwsWLnVvKmzQziioYn08xU1NE62r+q7BqVG60jcloqphB1RY05LwdHdQf28m7/tgpELc7CkDfCv33nQsMOz7XoXL92LUmSJEmSJEmSJAVI6M+MSCFh1Gm4a/4o7po/KtRL8So2XwG8dHZSIGZkUJdzWtOqVfzhqonc9cImrI6T12zVKoVHLxvPiEjfLkxZ7E6+3FdPp8PFrFHxpMaET+hyqI25RqFqtcB9yg34igoKrgt9J7vj/n7DFO59aUuPYFxBShR/v7E4LEYp6zVqLp+SweVT/A9DZZ2lsPsZQe9YQtf7yYh8377enIRIPn94AR/sqKakuo2kKD2XTUkPi0AcgNPVd1dNh4cOcv49n5tD9R0YdWoy4wZ+scig9T7SBCCin7p00rz8ROblJ4Z6GQCodQrzfqembqugZoNApYXMhQoxI/1/f7l9bi6f761FePgRv3Oe/JBwJktZsW0scB9wE9C95ag5ZcW2F4AnaxZN2h3IpwReBE5tuTz32H8XK4pyhRDixMwtRVEygQ/pCu2dKuPYf5ce26/XWzoURVkIvAN0TzckHnvspYqifE8I8YfBfkGSFAwqg4boxVlEh1FnuFMVxHv/DKpVaciLHXggTuqbUavn0Tk38fCX/8bRbUShVqXh0Tk3EaHx7ZjUbXVi3d8MLoE+LzasQpdDLWpBBraDzb27c6kVouaFvqM1dAW6Lnvkf3n3sV9TV35yRG7KqHwueuhHIVzZSSqdmsjpKURO9//1HjklCfOqSo81XU40mlO70g2QNiWSlO9No3N7PY5aC+pYPcbJSagjw6MLpXD3c8zpDuyYSeF042zoRDGo0cQO/Huq0fX9/qDR9R6BLXkWURRPRFHob74DUOk1JN49AduBFqwHm1Hp1ERMTESb6Fu4tbvRV6lo2OHh51vpqkmSJEmSJEmSJEmhpwhPVxKHOUVRKtPT09MrKz2faJKGB+ESfHybm/beNwyTsQBm/UwGJALtSJOFVzYc5kCdmYwREVw3Pcvnbjtvb63kp8t2027rGjekVincMCOLn100FlUYhK08qV4rKP/Yja0N4gq9XrIAACAASURBVAsVRl2qYEz0fa21mwTb/uqmraLrz6YMmHC3ivS54ff176hs4WCdmcw4o0+jSYeLQ++42fIn0SNvq4uG+b9XMWJ0+P27BILT5Wbu71ZQ0+Z5nOTTN0/lrCL/RoYc99L6Cv78+QFq27q6Tk7MjOXRS8cxLj1mQI+/7G9r2Hq4xWPtxdtnMDcE4z8H4kBtO80WBwWpUUQbwuPC05ni9U1H+PXyPTQfGwFm0mv4zln53CFDcWEhIyODqqqqKiFE0No8pqzY9iDwGF0d17wRwMM1iyY94evznNIprhZIBv5LV4itEZgK/BQ4/sZ1qxDiuWOPVQFbgImAHfgX8BFQT1fAbgHwTeD4ldeLhBDvd3vuW+nqFOegqwOeEfgLsJyu6MNS4GFATVfHugIhxMmkgRQU8pj09GB12jn/rZ9R3dG729ZVo+fwyzk3hmBVp7fy1jpe2/8VFW31ZEcncvXoeeTE+NbB2rzuKK3LyxD2Y4EFtULUvAxizssJ3IIDSAiBdXcjHVvrEFYnupyYro5LfgT5Onc30PphOc6Grg58mmQjsReOxJDvX3ekoVC1bw+ttdWMSE0nNf/UnPnpo23lEdo+Ku+xTRWlI/HO8T53oAt3wuHi6KMbEFbP46gT75mAPmdgx4z9af+qkvaVlSfGB+tyoxlxWf6Av7fPPHgPTUc9/+6+4ddPkDIqPyDrDLT6ijJsnRaSckaiM5w5N6SGg4Nvu9n1b4HjWIN+bRRMuFth5FIZigsHoTgmlSRJkiRJkiQpvMhQnBTWLLWC9b92n2hFr6ggY6HC1O8qaCKGd4DF5RZ8WlLL6oP16DVqlk5IZUqWfyemWw4KSj8QdNYLYnIVRl6oYEwO/vdpR2ULlz65xuPNvj84v4B7FoRfh8Itf3JzaFnPBWtNsOAx/8NS7YcFQkBUFiEZXyj11FomKP9Q0NkIsXmQe4GCPub0/nd5c3Ml331je6+OWjNHxvHyHTMDElR9c3MlD7++vdf2aIOGj74zf0DjuXdUtnDD0+tpP+ViyeVT0nnsqolh9/rZW9PG917fwc6qrtFqRp2am2fl8P1zx4Rt+Pd0ZHW4WF/WhMvtZkZuPJF62Qg5XAT7AsSxQNzjg3jIQ74G404JxQE8IoT4v1P+zmS6xqCqgM+EEGcf23458Oaxv3a3EOKfHvZ/Ll1BOYB/CyHu6Fa7la5QHHQF4xYLIVaf8vgHgD8d++OPhRCPDvJLlPwkj0lPH2WttTyy6ll2NJQDoFWpuWTUDH4661p06uEdhhcuN527GrCVtqLo1RgnJqFLN/X/wD7YDrdh2VSLy+xAlxZJ5PSuMXrBZj3YQsPTOz3WYi/PwzQ9Ncgr6psQgubX9mPZWtdju8qkJfGuCX6FpYQQOOs7QSEgnZEk/9mrzFg21+LqcKDLjCKyOBlVxOn9Gda8poqW90p7bTcUxZNwc1FAnqN9TRWtHp5DZdKS/GDxgDrnHSnZyVu//RlOm63H9snnXcTib9wdkHUGUvWBfXzy1J9pONJ1N6YuwsjUiy5j1hXXhXhlZxZnp6B+e9d568SJoNbL8wHhQobiJEmSJEmSJEmSoTgpoCx2J2arkwSTPqCBgLbDgs76rlCRP527woXZ5uSW/2zoMbIS4IYZWTx62Xif9nnoXTdb/tizA5baAPN+oyJxUnC/Zw+/tp03t3h+/aXGGPj6B4vDKtzSsFOw4gHP4zziCmHJ32RXQmn4+3xPLf/48hDbj7QSF6njqqkZ3Lcor9+xpQO1+LGVlNZ3eKzdu3AUj5xXMKD9HGmy8OzX5Ww53ExshJbLp2Rw4YTUsHrPAGix2Fny2Jc0dth71R5Yks9DZ48OwaokKbwE8wLEsZGpO+m7Q9ypBDDel1Gqp4TijgA5QvQe0K0oymZgClAjhEg9tu37wLfo6uSW1X2s6imPbQZigY+EEOd3234rJ0NxLwkherWqUhQlBmim6/vxqhBCXhkNMnlMGjr2Tgt2q5XI2BEB/fywv7mKhs428mPTSDQGpqNRKLk6HDQ8vRNHdc/Pb1ELMog5P9enfXrqgKUYNCTeMQ5dhm8dyH3V8HwJ1pJGjzVNspGUB4uDup7+dO5ppPG5Eo81/egRJN42LsgrkqTAs+yop31VJY7qDtTROiKnpRC1IANF7X9HLeESVP9uA+623sdnADHn5xC1IHNA+2o6WsnWj96jtvQgxphYxi48i/xps/xeY6C1Nzbw3Hfvw2bpfRy+8OY7KF56aQhWJUnhRYbiJEmSJEmSJEk6vW9DlIKmvt3GL98v4aNdNdhdbtJjI7h34ShunJkdkP1HZylEZwVkV2Hh8U/29wrEAby0/jBz8hK4YPzg7lrvbBBs/XPPQByAywobfuvmgpdVKEHsWlTaYPZaq2610ulwYdSFz9vP4c+9h4Ob9kBHtSAyNbwCOZI0WEsKk1lSGJgxqadqtTi8BuIAth7u/X7nTWackZ9cGJhOAdB1x/bRNQJbK8QXKcQVBua1/PqmSo+BOIBn15TxzYWjAhY4lCRpQO5jcIE4jv39bx57rD9WeArEHVNGVyjuROulYx3l/k9RFFUfjwOooSsUp+/j73zuaaMQolVRlCYgvvtzS9LprK2hjpXPPc2hzetxu1yMSE1j5uXXUjR/cUD2P3pEOqNHpAdkX+GgdXlZr0AcQPuXlejzYgc9XtNRb6Ht4/Je24XVSfMb+0n+TnBDaM56Sx+1ziCuZGAs2+u91mwHmnF1OAbU5UqSwplxQiLGCYlDsm9Xq81rIA7AVtHOQKO5cWkZLLnt3sAsDHBbnXTubsRtdaLPjUGXFpiPZts//dBjIA5g0/tvM/n8i1Cp5DGpJEmSJEmSJEmSdGYLn1SKNGxZHS6u+9c6DtadDEJVtXTy42W7sDnd3D7Xt7vMT1dCCN7YfMRr/fVNRwYdijvyhcBzjxGw1ELDzq72/cGSOcLI1sMtHmsJJj0RYRYUcVr7qYffNRNJCisGnQq9RoXN6TnbMcIY/JFZAEfXCjY86sZx4jqBIGkKzP6FCm2kf+G44yNTPWmzOjncZGF08sAuu6zcV8e/V5ext6adlGgD18/I4tppmWHXHU+SwlXKim0m4CYfH35zyoptj9QsmuQ90d+/w33Ujr8D9TruOh6IUxRFC2QDeUAhMBmYf2wbdI1f9fW54z09tySdbmyWDv77sx/SVl97Yltz9VE+fPJx3G434xaeFcLVhR/hcPUZwurYXDvoUJxla12vm7SOc9RYsFd3oEuNHNQ+/aGJM3gNv2niDEFbx0AJex8ZaQHC0VeGWpIklUHd9YnJy0tFZQzNxyHL9jqa3zzQ4zVuKIwj/voCFD/PjdWVHfRaMzc1YmlpwRQXP6B9fVqxjedLvqC8tZY0UzzXFyzgkrwZfq1PkiRJkiRJkiRJksKB//3ppTPe+zuqewTiuvv7yoPYvYQkwpWzU2CpE7idQzNa2OEStFmdXutNXjoP9blP7w2auur+XOb1QV8dAm+YkRV2QY+kSd5rhniICkzDQ0k6bek1ai6amOa1fvmU4E+psNQJ1v7M3ev9sW4LbPmT/+/vCSbvjZtUysCDgK9sOMytz2zkqwMN1Lfb2FnVyg/f2smP3t7p9xqlgTva0snvP97Lzf/ZwMOvbWdDWVOolyQNzlh874ZmAvxtT9nXJ7Hjbzg9PvwoiqJRFOUuRVHWHXv8AeBD4HG6An7ZeL2s699zS9LpaPfKz3oE4rpb99arCPfwOiY12zupNjfhGqJ1u20u6OM43d3hGPQ+hdXLXVrH653ej4GHQuRM7zea9VULFf1I7yN5NQkRqGNCc5OJJA0XKqMWQ4H3AFjk1KHpmt4XR52Fpv/u7xV6te5povXDcr/3b4zxHl5Wa7XojQMLIv9756fc/8VTbKw5QH1nG9vry3jkq2f5/ca3/F6jNHDOxk5alpdS/59dNL2xH/uR9lAvSZIkSZIkSZIk6bQgQ3GS39aXNnqtNZjtHKgbHgfx9nbBht+6eecSNx9c4+b9q93sfcWNEIENx+k0KgpSvHcPGp/h/WS4NwnjvV/rVGkhrnDQu/TL9Nw4fnZRETp1z7eYiyem8a3FecFdzABkLlaI9tLQsOgmBZVaXkuWpP788PwCRif3zqTcODOLs4uCfwGibLnA7SVjfGSFwNbq33v71dMy8JbvXVyQRGJUX9MOu1gdLn774V6PtVc2HGFvTZs/Swy4jeVN3P7sRib94hMW/n4Ff/78AFZH3xfAh4Mth5s594lVPLniEKv21/Pmlkqufmotf/rsQKiXJg3cQKdhDdXjB0VRFBPwBfAUMAPQAlZgC/ACcD9QAOwJ5rokaTg7UuI9TN5aW0Nbg/euaOGkobONh1b+m1mvfI9Fr/8PS17/MS+UrAj486iMWtQjvH9W0aUP/m1RlxPttabo1GjTg9clDiCiMJ7oc7K77lY4sRCInJ6Cabb3mzlCJXJqMmovHeyizwq/G8skKRzFXjIKdXzv11HUwkz0OYM/1+avjvXV4PZ83NmxqRa33b9jqXGLvHdBHTNzLlpD/10xW2wd/GXrex5rz+z+jCqz93O+oWA90Ez9v3dS9fO11Dy2ifYvKxGu4RV898R6oJnaP27BvKoK2/5mLJtqqfvbNtpXV4V6aZIkSZIkSZIkScOeHKUj+S1S3/ePUZReG6SV+E64Bau+76a5WzbB1gw7/ylwdMD4OwJ7AvrehaP49qvbem03aFXcOnvw42aTiiF+LDTu7l0beaGCIS74J9BvnZPLRRPT+Hh3LZ0OF/PyEwY8SjDY1DqFhY+r2P4PwZEVXUEaUyYUXq+Qc57MDkuhYXe6WX2wnnark6k5caTHRoR6SX2KN+l591tz+WBHNWsONWDUqbl4YjrTc+NCsp6Oo95rwgmd9aD347pIQUo0P1laxC8/KKF7dnpkYiS/unT8gPaxvqyJ1k7vnVg+2V1LQYr3C8zB9MXeWu56fjPOYxd1WiwOHv90P18fauDF22egUQ/f98pH3thBu61395onPtvP0gkp5CWF5+8uqQd/78AI9h0cjwLzjv3/88BfgK1CiB5XRo+F5yRJGgBdhNF7UVEGFAwINbvLwa0f/ZGDLdUnttVYmnl0/WvYXQ5uH39OwJ5LUSlEzc+g5Z1DvWsGtU+d1CLGJqBNicRR07uBpWluGqp+zhsMhejFWUROTaazpBHhEhjGxKFNCM/P1CqDhsS7J9C6vIzOXQ3gEmiSjUQvycI4ITHUy5POUDangzVHS7A47UxLySfZGBvqJfVJE6Mn+dtTsGyrw17WhipCg3FyErrM0HyedzZZvdaE3YXb7EAV5/sI1YzCccy68nrWvvFyj+2JOSNZeMudA9rHmqoSrC7Px6RuIVhxeCc3Fi30eY2BZNlWR9N/953ohezsdNL6YRm28lYSbhkb2sX5QbgFzW8c6D0mW0Dr8lIixiegien/pjtJkiRJkiRJkiTJMxmKk/x26eR0nv263GNtUmYsWfF9XKAIE9Xr6BGI6+7Am4KCawVaU+CCZZdMSqfd6uSPn+2nwdzVyigvycQvLhlLXtLgr38qisK836rY9qTg8OcCtwN00TDqEoWxt4TujvJ4k57rZ2T5/Hib08XqAw2YbU6m58aRGjN0FzD0sQrTf6BQ/JDAZQVtFMP+bvzKZgsvrK1g65EW4ow6rizO4KwQdOySBm/Fvjq+9/oOGsw2oKvBxZXFGTx62Xi0YRw+MmjVXFGcwRXFwR+XeipTpveaSgvGJP+f47a5uSwuSOKtrVW0WuxMyR7B+eNS0WkG9m8U6E6kQ+nRD/acCMR1t660iU9Lajl/fPiNIRuI3UdbOeBlBDzAsq1H+e65Y4K4IslHuwEzvo1QNQMlgV2Od4qiqIFvHPvjZ0KIW7z8PR0QgHcqSTozFM5dSMmqLzzWciZMxhgd/A5Bg7W8bHOPQFx3/9r5CTcWLkKvCdwNZ6ZZaQiHm/aVR3BbusLh2tRIYi/LQxM7+Ivviloh4Y5xtLxXeiLUpTJpMc1JJ2ph6D4bqqP1mGb63hnObXdhO9CMcAr0I2NQRw3dGFNNjJ746woQDhfC4UZlDP8bDPvTXF3Fto8/oLbsEJEj4hi/6GxyJk4J9bKkAfiobDP/u/YVWm1dQVeNouLagvn8aMZVqJTwPSZV6dSYpqfC9NAfn2j6COEqBnVA3k9mX3U9Y2bNZc/qldgsFjKLxpE3bRYqte9hu+4E4XHMKlyC1uVleFqOdU8T1oPNGPK8j5MNZ7ayVlytNs9FN3RurydqfujPsUiSJEmSJEmSJA1XMhQn+W1SZix3zR/JP1eV9tg+wqjl0cvGhWhVg1O/w/tJHpcVmvZBcnFgn/PGmdlcPTWTPdVt6LUqv7sBaU0K0x5RmHS/wN4KhviuDmjD1Se7a/jBWztp6ugKDWpUCtdNz+JnF49FrRq6r0utU1AP3XWOAVuxt443NlfS1GFnUlYsN83MJm0QncK2HWnhpqfX9+h+9NHuGm6amc0vLx0er8uBaD4gqPhEYG/r6paYfbaCJmL4/twDHG60cM8Lm7E5T94l7Bbw2qZK4k16HjmvIISrGz5yL1DY+3JXyPVU2Wcr6KID83OSkxDJQ2eP9umxM3LjiTZoaLP27lIG+DV21u0UmKtAa4KIeP++1rKGDg7V9+76ctxwDsV12PoeWWT20EFOCj81iyaZU1ZsewG414eHP1+zaJL3ZGTgJXFyXGvvtsEnXQwc/8Uvj9kkqR85E6cwfsm57Pz84x7bI0fEsejWu0O0qsHZVON9bHeLrYMDLUcZl5Ad0OeMmp+BaVYajpoOFJ0KbbJ/I07VJh3x1xXgtjpxW5yoY3QoYXxDR38sW+tofucQ4vhnNbWCaU46sRcMvrv7YChaNYo2MIEWXwkhsO5upGNrHcLqRJcTg2lm6qBCPId37eDt//s5TtvJsMf+tV8x47JrmHvtTUOx7JDYWlfK+6Ub6XBYmZaSz9LcqRg0YXBSwQ97myr57pf/wSlOHpM6hZsX96wk2RjLnRPODeHqho/IGamYvz4Krt7nHCOnp6BoA/P+GJ+Rxdxrb/bpsXPSi9Crtdg8dItTKQqLMif4vC7hdONssqIyalCb/HtNOI6acbXZvdatJU3DNhQn+jkmdfdTlyRJkiRJkiRJkvomL7BIAfGjCwpZMDrxZIgnM5YbZmSRFB3+Y2oAtP00s9MO0fAqnUbFxMzAjp/QGpV+v55wd6C2nfte3oKj24lDp1vwwroKEqP0PLAkP4SrG3o/e3d3j+6La0sbeXFdBS/dMYMJGQP7efnxsp0exwG+sK6CSyenUZzt20jLuq2CloMCQzykz1FQ60MXQCt53s3uZ07+jFR8AntfESx8QkVkyvANxr20vqJHIK5HbV0F3zkrH70mtBfJhoOIeIU5v1Kx/lE3tuaT29PmwKT7w+PnI0Kn5vvnFfDjZbt61a6emkFhqm9h6f1vuNn7suj6upWuUPfkb6uIyvDt6+4vhxzorpp1bVZW7KsDYFFBEklRQ/dZYmxaNFF6jcf3S4CZI+OH7LmlgHsSuAcYzA+kAP42NMvxqgVw0nUctkRRFI0QoscPoKIo44G/dts0vK+sS1KQnHPX/eRNm8mer1Zi6zCTXjCW8UvOHRZd4gAidX3fABPVT91XilYV8NGCKoMGlWF4n26yH2mn6bV9PbsSuQTmVZVoYnSY5qSHbG1DTQhB8+v7sWypO7HNdqiVjvXVJN41AW1S/ycchBB8+q+/9AjEHbf+7f9SOHcB8RmD7yov3ALbwRYctRbUsToiCuNRBtileSj8dsMbPLv78xN/XnZwHf/e+SnPn/8gCRH+3fgYSi/t+bJHIK67F/es5PbxZ4d1t7hwoU2IIP6GQprf2H+iIycKRExMJOacnJCu7bhYfSTfmrSUxzYv61W7uWgxGVGDPx4SQtC+4gjm1VVdX7cChjFxxF7qWydSoP9P+AE+xHe2WLHub0ZRqTAUxqGOHLrOnbqsKNAo4PR8w7Z+5PD4HCNJkiRJkiRJkhSuhvdZSimszMlLYE5eQqiX4ZOsJQq7nxUe2/BHZULcmPAIUJwpXlxX0SMQ193za8v55sJRaIZxx4G+bK5o9jiOuN3q5MfLdvHut+b2u4+yhg52VbV5rb+77eigQ3HWJsHqH7lp3ndymy5aMOvnKpImBf/10bRP9AjEHWepgS1/dDPvt8M3NHao3nvDojark/p2GxkjhnnyNUiSixUu/K+Kmg1gaxXEFSrE5IbX+/mNM7NJizXw9Fdl7KtpJyXGwHXTs7h+um+jpw+84Wb7k91eGwJqN8GXD7o55xkVOh9GgWfHRzImOYp9te0e6+eODdxY5sc+2cffVx46MapVq1a4d2Gez934+hOp13Dn/JE8/un+XrVx6dF+deuTgqtm0aTdKSu2PQw8PoiHPVyzaNLuoVqTJ0KITkVRPgIuBCYDnyiK8iRQSVcXuQuAWzjZJQ5g+F5Vl6QgGzl5GiMnTwv1Mnxy8cjpPNctXNPdhIQcsqPlROVgMq+p8nh+AKD966OndSjOur+5RyDuOLfZQct7h0i8fXy/+6g9dICWGs/jgAH2fr2KOVffOKh1OZutNDy7G2et5cQ2VZSOhJuLAh7sHIg1VXt6BOKOK22t4TcbXuexBbcHfU2BUtZa47VWa2mhw2EbsqDu6SaiKB7DD2dg3deEu9OJLjcGbR9jVUPhzgnnkhmdyAslX1DWWkuGKYFrC+Zzef4sn/bX/vlh2j47fHKDAOveJhr+tYPk70zxqROmNs2EOlaPq8XzmNGIsYG5mUkIQev7pV0d/o7/DtAoxJyTM2QjTNUmHaaZaZhXV/Wq6XJjMIwK7M3UkiRJkiRJkiRJZxoZipMkwJSuMP5OhZ3/7HnWW2OEqd8/PcNX4ayvMX0NZjstnQ4STD7eXRrm3tt+1GttR2Ur5Q0d5CT0PdbIYu973J/FPvjRCxt+0zMQB2BvgzU/drP0Vd+CNv6o+Nj7yOOajV0hPkNceIWfBiq9jzG5EVo18ZFB/tl3u0E1fN8HVVqFtDkQ8FvHA2hxQTKLC/wPX7ldgr2ven5tdDZA+YeC0Vf59n348YWF3P7sJuyunh0jFoxOZElhYIJj72yr4i9fHOyxzeES/PnzA+QnmbhoYlpAnudUDyzJJ1Kv4emvSqlutaLXqLhoYho/Xlo4pOO6pcCrWTTpiZQV2wAeo+8XvaArEPdEUBbW2wNAMZAKLDr236k+BY4AtwE5iqIYhBAeBkJLknS6GJuQxd0TzuOpHR/12B6rj+Tns68P0arOXI76Tq81V6MV4XSHtEPZUOrcVu+1ZjvYgsts73cUosPW968sh9X799ebxpf39gjEAbjb7TQ8t5vUR6YHbBTlQC07uM5r7ZPybVhm2zBqh+d5izRTHNR6rsXqIzFqgvt1CbdAGcafyxWtiohx4X0T8Xk5UzgvZ4rf+3HbXbR7CHcBOButWLY3EDl18MePikoh9sKRNL68B05pYhgxPgH9yMAExzrWVWNec8p5OaegdXkZ2mQjhjG+TV3oT8wFuagiNZjXHMVtdqDoVBgnJxFzwcgheT5JkiRJkiRJkqQziQzFSdIxBdepSJwoKFsusDYKYvMURl6kYEwavifehqu+QkFRBg3RhqEbWxBq/QXaOvqpA4xOjiIxSk99u+c7aOfmD+5krLlKULvJc83ZAYc/FeRdFtzXia21j6Ib7O1gGJpzlUPu+hnZvLj+MC5373DT5VPSidAFoQue0war/gBbngNzLSQVwez7YZK8IBvOOqrB2ui93rhbwFW+7XtefiJv3DuLp1aVsqWimZgILVcWZ3DzrJyABcc8dck87vm15UMWigO4fW4ut87OodFsI8qgDc7rTBoSx4JxnwDfBG4GTN3KZuB54G/B7hDXnRCiTFGUycAPgaVA5rFSHbAdeBZ4GziXrlCcHrgIeD3oi5UkKageLL6EuelFvHVgLU3WdiYk5nD16LkkGuXotGDTxOpxVHnu4KyK0p22gTjoCrV4JUDYPY/V7C55VD66CCP2TovHetb4SYNak72yHccRz12L3WYHll0NRE4ObjfFZpv3Dt8Ot5MOh3XYhuKuHTOfdw9t8Fi7avRc1EG4acptd9H22WEsm2twdzjRppuIWpCBcULikD+35DtnrQVh9f4eYq9o8ykUBxAxLoHEuybQvqoKR1U7KpOOyKnJRM5I9XW5vZi/9n6jqnlt9ZCF4hSVQvSiLKLmZ+LusKOK0AY96CtJkiRJkiRJknS6kqE4SeomvkghvkiG4ELt+hlZvLb5CMJDw6NrpmaiO40vQMwaFc9rmyo91hJMekYn9z8WRqtW8cCSfH6ybFevWmFqNOePG9wJww7vU28GVB8K8YVw5AvPNX0smIYuOzPkxqRE8bsrJvA/b+/E5jx5wWlefgL/s7QwOIv4741w4JOTf64rgWX3Qkc9zPl2cNYgDZrOBKjodef8iXqUf7/fJmTE8uT1/ncP8Kai0fNFU4DyPmqBolYpJEUbhvx5pKF3LPB2X8qKbY8ARUAU0A6U1Cya5P0K9iAIIcoZQAtKIcStwK0ettcC3zn2nzcfenoOIcSzdAXn+nvunP7+jiRJ4WdaSj7TUvJDvYwzXuTMVDp3e77bwDQzcAGMcGQYFYvVy9euiTegHtF/0EtniGD6JVey+tXne9XSxhSRO7F4UGtyNvXdec7VT30oTEzMZXVVicdauime+Ijgj3QNlCnJo/jRjKv4/ca3cLhPBpzOzp7E/ZOXDvnzC7eg4T+7sJe3ndjmqDLT9PJe3FYnpumn92twOFNF9H2pQTH6dylCnxODPmfoguLORu/vJc7GwXe4HCxFraCOHp5hWkmSJEmSJEmSpHAlQ3GSJIWdiZmx/PKScfzivZIeo/qWFCTx3XPHhHBlQ++C8ak89WUpe2t63wX/wJI8tOqBBQJvmpmNUavmbysPcqi+qpfRqQAAIABJREFUgwitmksmpfGD8wsGHSo0ZdB1Sd7LxNKoTM/bh1L2eQp7/yuwNvSujb5aQaUNfbjV0tbKvq9X0dneTlr+GLInTkFRBrauK4szOKswieU7a2i3OpieG8fkrBFDvOJjytf0DMR1t+oPMO0O0PU9wlcKDX2sQso0qFnvuZ59TuhfF33JiTfS1GH3WpOkwToWgPPc5kSSJEmS+mDIH0HM+Tm0flwB3To4R0xMJGphCA6AgshYnIR5TZXHcEj0WdkDPqaZcdnVGEwmNr73Fq21NegiIiiav4R5192MMshOY5rEvj8LahK9d5sfKteMmcdLe1bSYuvoVbtz/LmolNDfzOdqs2PZUY+wOtHlxmAYNfARkzcXLeaC3Kl8WrEVi8PGrLRCiuKD87Nv3dvUIxDXXdunFUQWJ6MM8NyIFFyahAh0WVHYD3vu7Bg5JbgdHQdLE2/A6WV8tiY++O8zkiRJkiRJkiRJkv8U4akV0zCnKEplenp6emWl525L0vCwq6qVF9dVUFrfQWackRtmZjElWKEQKSw0mG18uKsGi83JrFHxTMgY+Anc4aypw85vlu/h3e1HsTnd5CZEcu/CUVw91bcT0G1WBxFa9YADdZ6s+bGLo2t6b9fFwNJXVGgiBnZhxFwl2PeqoHaLQK2HrMUK+VcoA358d+1HBJsfd1O/7dhaorsCcYU3hP7k+J6vVvDxU3/G5XCc2JY8Mp/Lf/gzjNFhPv7q81/AV495r9/0NoxaPOTL2FjexIq9dWhUCueNS6UoLXrIn/N00FEtWPmgG0ttz+0F1yuMvzP0r42+vLOtim+/us1j7S/XTR7S8anS0MjIyKCqqqpKCJER6rVIUrDJY9LTw/b6Ml7Zu4rK9gZyY5K5rmBB0EIhUnhwtdno3NWIcLrR549Al3pm3BziarPRsryMzp0N4BJoko1EL87COHHwoyuFENg7LWj1BlRq30fU1z21A3tZa6/t6lg9Kd+dOuCRto7aDtq/rMRW3oZKr8Y4OQnTrDSfRhXubarkf79+me31ZQAkRERz1/hzuXns0B8v9ce8rpqW9w6B6+R5X11uDAm3FKEyhPc90s3LDtKxzntL+qT7JqHLHPpOfId3bad8x1Y0Wh1jZs0jPkO+/w+Eo7aD+qd34m539NgefV4O0WEeKjavPUrLO4c81hJuG4dhtDwvPdzIY1JJkiRJkiRJkmQoTgpL72yr4qHXtuPqdke2osCvLh3HDTOyQ7iy01OrxcFza8v5tKQrRXFWYTK3zM4m1qgL7cKGoaqWTlbtr0ejUlhSmExcpO/fQ5vTRafdRUyEdsB34w8Ve7tg7c/d1G0+uc2YDLN+riJuzMDW1loqWPFtN45TBtfFFcCCJ1RoDL59jZZagb0dorJArfP9+7S5opnVBxrQa1UsHZ9KZpxvnalaaqp55qF7cLtcvWqjZ87logd/4PMag2Llb2Hlb7zXb10OOXOG7OkdLjffenkLH+/umeq6YUYWj142fsie93TisAgqPhY07OoaqZp97vAZDf74J/v4+5eHcBy7eKdVK3xzYR4Pnj06xCuTfCEvQEhnMnlMOvy9uvcrfr72FUS3dslqRcXv5t/KhSOnhXBlp6fGzjZeKFnBqsrdqFUqzsmezHWFCzBp5WjzwWquOcrhndvR6vWMLJ6OIdLk876Ew4VwuFEZtQFcoW9c7XYaX9yDveJkBzFNQgTxNxWiTR5YWNF2uI2Gp3ci7O4e2/UjY0i4fZzP3ccq2xswO6yMjElBp/Y9cHZk9w6OlOxEZ4hgzOz5RMUn+LQfe5WZur9u9djtPXJ6CiMuD+8RzS3vHcK85qjXetK3pwxpQNVht7Hs/37J4Z09b9iZdsmVzL/+1iF73tOJ2+KgY3Mt9kozKqOGyKkp6NJ9fy8KFiEEre+XYl57FI6/TWgUYs7NIWqePKQZjuQxqSRJkiRJkiRJMhQnhR2L3cmMX39Ou9XZq6bXqFj3wyWM8CNoNNQO1ZupaOwgOz6SUYnhf8KnqcPOlf/4mtL6niM/RiZE8vo9s4g36UO0suFFCMEv3i/hua/LT0zX0WlUfO+cMdw5f2RoFxdALQcFLQcFhjiF5GJQ1AMP2nz1A5fXsY6TH1DIuyw0XaxsThf3vbSFz/bUndimUuA7Z43mgSWDv1jw1SvPsWHZ6x5rKrWau//xfHh3i6vbC3+b4bkWlQbf2Ql+XOjpz5MrDvL7j/d5rD1xzUQumyzPY57u6tqtrNxbDwosGpNEYpT8PTRcyQsQ0plMHpMOb81WMwte+yF2V+9j0ihdBKuu+S0RmvA9JnXUdOBssaFNjBgW495qOpq5/oM/cLSjqcf2grgMXjz/IUy68P8awoHb7eLTfz7JrpWfwrFzfRq9nkU338mEs84L8eoCx36kHUetBXWsHv2omEHdQFb39+09QnXdxV07BuOk0Ix2tFs7eef3v+Twrh0ntqnUahbceBtTLrhk0Pvrq9OaolWR+pOZqHS+d+0baraKNur/vt1jTZMYQcrDU4f0+Ve99Awb333TY+3S7/+UUcXTh/T5pdBzttiw7W8GtYKhIA51ZOiDwZJv5DGpJEmSJEmSJEnhPUdLOiN9ua/eYyAOwOZ08/HumiCvaGAazDZufHo9Sx77ktue3cSSx77kxqfX02C2hXppfXrqy0O9AnEApQ0dPLWqNAQrGp5eXFfBM2tOBuIA7E43jy7fw8p9dd4fOMzE5inknKciZboyqECcyy6o2ei9XrU6dAHtP39+oEcgDsAt4PFP97Nqf/2g99fe4P0xbpcLc1PjoPcZVEkFMPv+3ttVWrjg90MaiAN4deNh77UNR4b0uaXwkBRl4OppmVw9NVMG4iRJkqSQ+OzwNo+BOIB2eyerKncFeUUD42yxUff37dT+cQuNz+6m5g+baHhuN+5Oz19LuHhy2we9AnHQNZryxT0rg7+gYWrjO2+ya8UnJwJxAE6bjU+ffpKj+/eEcGWBpcuMInJqMoa82EEF4lxmu9dAHEDnroZALM8nq156tkcgDrqOHVc8/zTVBzzfMNQXV4v381DC4cZtcXithwN9djSR01J6FzQqYi8ZNaTPLYRg5xefeK33VZNOH5pYPZHTU4gsTpaBOEmSJEmSJEmSpGFOhuIkvwkh2FXVysbyJjrtvccFDpaln330Vw+VO5/fxOqDPU+irj7YwF3PbwrRigZm+S7Pdw8DfLDDe204qmjs4MfLdrL4sZVc+JeveOrLQwH5mQV4bm2F19oLfdTOGIKToyc8lfuoDSUhBK/0EbR6eb33gJY38ZneRzxr9Hpikjyc3A835/wKrnkJ8s6G5PEw8Tq44zMovHDIn7quzfsFnLr28A4ZS5IkSZIUGsLtpubgfqr2luB0+B/26HTY+6xbHOH3mUS4BQ3/2dUz9CPAuqeJplf3hm5hA/Bx+RafasORo85C0xv7qfnDJmr/upX2NVUIp/8HQ0IItn38vrci2z5Z7vdzDHv9fJtDdUzqtNsp+fJzz0Uh2PH5R4PepzbZ6LWmMmpQm8K30+VxsZfnEXfdGPT5sWhTI4mclkLy/ZMw5I0Y0ud1OZ1Yze1e6x3NYX6TmyRJkiRJkiRJkiRJPQxtuxfptLeutJEfvb3zRKexaIOGby7K454Fvt+5OXNUPCqFHh23upubn+DzvofK5oomth5u8VjbcriFzRVNFGfHBXlVA+Nweu/Q5XCF6KzwENhb08bV/1hLW7cuhLuq2vi0pJYX75iBQevf6JCKxt7d9o4r66N2plDrFZImQ91Wz/XUWQO/wz+QbE43TR3eL3pWt1kHvc/xi85m4ztvYLP0/ncfv/gc9EbvFyjCSuGFQQnB9Xra1Gi2HfH8flqYGhXk1UiSJEmSFO5Kt27ki//8g9a6WgAioqKZffWNTDrnAp/3OTNtjNeaWlExI9V7PVSs+5tx1lk81/Y146jtQJscGeRVDYzD7f1GJW8d+4Yj2+E2Gp7eibCfPM5urTRj3ddMwi1jB9WJ+1ROmw1zc+9ue8e11Bz1ed+nC3W0Dm26CUeV2WM9ojA052ysHWYcNu/Hne2Ng+9gFzkjFfPXRxGO3ud0ImeloWjC/x5pRVEwTkzCODG4I201Wi0j0jJoPup5/Hlidm5Q1yNJkiRJkiRJkiRJkn/C/yyIFLbKGzr4xjMbe4zebLM6+e2He33qrnRcemwE107P8li7aGIao5N9D0W0Wx3YnIHvNFdS7f0uUoA9/dRDacHoRK+1hWO814ab3364t0cg7rhNFc28vbXK7/1nx3u/wJTbR+1MMu4OFWoPkxCjsmHk0tCE4gxaNdnx3kNqY5JNg96nMSaWy3/4c2KST3aEU1Qqxi44iwU33ubTOgfL7jBj7qjG5QrvsTie3DV/pMftapXC7XM91/yxq6qVTeVNWB2B+d1gdbh4bdMRvvXyFh5+bTtf7K1FiNCNB5YkSZKk01ldeSnv/uHRE4E4gM72Nj7/99/Yt/Yrn/c7ekQ6F+QWe6xdNXoOaSbfwzNuqzMgncFO5aju+0YcR0343qgzN73Ia21extggrmRotb5f2iMQd5xtfzOdu/0b3anR6zGN8P5zGZuS5tf+Txcx5+WAh/ChNsOEcVJww1fHGaNjMMbEeq0n9NGJ3BtNnIH4W4pQx3TrCKdWiJyVSvQSz+fbAs1ltuOoswzJ+91Qm3rhZR63qzUaJp9/cUCfyy3c7GyoYEvtoYCFgC0OG6/u/YoHVzzN/6x+ga+Pnj7jkyVJkiRJkiRJkiRpsGSnOMlnz60tp9NLiOCfqw5x3fRMFMW3oMsvLxlHWoyB59ZWUN9uIy5Sx/XTs/j2Wfk+7e/j3TX86bMDlFS3oVOruGB8Cj+8oJDkaINP+ztVSj/76a8+GMItcFpAYwRF5X+Q6N6Fo/i4pIYWS8/wTEyElnsX5vm9/3DQaXexan+91/ryndVc5yWIOVC3zM7hJ8t2eazdPDvHr32fLuKLFBb9WcWel9zUbQa1ATIXKRTeqKCNDE0oDuD2ubn89J3dvbZrVAq3+Phvlza6gNv/+E+q9pbQaW4jeWQ+0QlDHzK12VvZve8lahu2IoQLrSaS7Iwl5OdejKIMjxz8BeNT+cUlY3nsk/20dna9LyVF6fnpRUUUZwduVM660kb+5+2dHDoW7I6J0PKtRXnc6SWUNxCtFgfX/WsdJdUnx5a9uaWSpeNT+ct1k1EF4D1bGhirw0Vrp4O4SB1a9fD42ZckSZIGb8vyd3A5PYcINr77JmNmzfN537+b/w2yohL5777VNNvMJEZEc0PhQu6acK5P+7Nsq6PtiyM46ywoWhURExOJOT8XdaTW5zV2p47uexyiOtrD3Sk+Em6BsLtQ9Gqfj/m7u2/SUtZU7cHi7DmWNjEimlvHLvF7/+HA1WbHftj7zXKduxowTvD9eEFRFCadeyGrX33eU9GvzomnE0P+CBLvmkD7iiPYylpRGTQYJycStTATRRuaz4wqtZrJ513Emv++0Kum0eqY6OO/nSFvBCmPTMdW2oqwOtFlR6OOGvqxqc4WGy3LDmLd1wQCVJFaTPPSiV6YOeTPHSgTlpyL1dzO+rdfw97Z1YEzKiGRs27/JolZOQF7nlWVu/jluv9ypL0rFBtnMPHtKRdzzRjff3fVWVq5+cPHKW+rO7HtzQNfc2X+bH419ya/1ywNnNvuQlidqCJ1fnUClSRJkiRJkiRJkvwjQ3GSz3ZXtXmtlTdaMNucRBl8O8GvVil8a3E+31yYR7vNiUmvQe1jmGD5zmrue3kLxxv12F1ulm07ytYjLbx//1yf19jdojGJpMYYqG7tPfIiNcYQkI5rwiXY85Lg4DKBrRn0I2DUxQqFNymo/Di5kpMQyRv3zOaPn+3nk5KuDgtnFyXz4Fn55CYMrsNZY4ng0DsC81FBVIbCqEsV4saE/sSPSwiv43gBXH0VB+jGGVmUN3Tw7NflJ/an06j4/rlj+uzGd6YZMVph9s/9G1UbaDfPyqGh3cY/vyrFemy8TIJJz68uHcvYtBif96uoVGQUjQvUMvvldrvYsPUx2jtOjnlxODs4WP4ubredgryrg7YWf908K4erp2aypaIZtUqhOHsEmgAGm8qOdTrtHuxu7XTw6PI9REdouGaabyHZxz/d1yMQd9wHO6tZVJDElcUZPq9ZGhiL3clvlu/lzS2VWOwu4iJ13Dwrm/sX5/v8OUKSJEkKX7Vlh3yqDYRWpeY7xZdw/+SL6HBYMekMqHy8yaBjYw3Nbx448WfhcGPZVIujsp2k+yYHJIwTMT6BlvdLEZ29Q4KaxAh0OdF+P4dwumn7/DAd66txW5yoo3VEzk4jan6GXzdsFcRl8NIFD/Pktg/4snIXGpWac7In863JS0mJHNxNEbbSFszra3C12tAmGTHNTkObEvrO3aK/Y84AHJNOu+QKWutq2LniU46fANHo9Sy65S7SRhf6vf/ThT47Gv2t4dWBcMalV2E1t7Ht4w9OBH1N8Qmce9f9jPCjy5+iUjDkee9CF2huu4v6f+3A1Xjy3Ji7w0HbR+UgBNGLgtOlLhCmX3Ilk85dSvX+fWh0OlJHj0GlCty5jD2NR7jv86dwuE++ZzdZzfzv1y8To4/kvJwpPu339xvf6hGIO+6NA1+zKHMCS7In+rxmaWDcnU5aPijFsq0enG5UUTqi5qZhmp8RkCC5JEmSJEmSJEmSNDgyFCf5LKGPO0xNeg0RWv9PFqlUCjER/oXWHvtkH54m11U0Wnh9UyW3zc31a/8AGrWKv99YzG3PbqSpw35ie1ykjn/cWByQMMfmxwVly09+IbZmKHlO0HEUpv/Iv5MqeUkm/nq9byfcjit9z83mJwQcW2LjLkH5J4Jp31fIOTe0XXpMeg3Tc+LYUN7ksb64wP8xKYqi8JMLi7h9bi6r9tejUatYUpDEiMihvxNb8t9D54zh9rkj2VDehEGrYubI+GHXXaq2YWuPQFx35ZVfMCp7KVpt6C8IDpRBq2Z2XsKQ7Pu5r713Ov3Hl6U+h+Le6mMU89tbK2UoLgjufmEzXx04OX6sqcPOHz87QFOHnV9cEryQqiRJkhQcfY0cjOyjNhhqlYpovdHnxwuXoO3TCo81R40Fy456IouTfd7/cSqdmvgbC2l8oQRhPfk5Rx2tI/6GwoBciG96dS+duxpP/NnVZqfto3LcbXZiLx7l174L4zP565J7/NpH+5eVtH5YduLP9vI2OjbXEn99ARFjh+Zz5UBpYvVoU4w4aiwe64YC30fyHqdSqTnn7geYfunVHN65DY1ez6ji6eiNw+cY4EylqFQsvPlOpl96NUf37UEXYSSjaGxAQ1jB0Lm9vkcgrjvzV1VEzU1HCcC5wmDRGSLInjBpSPb97O7PewTiuvv3zk98CsXZnA4+Kt/itf7OofUyFDfEhFtQ/59dOI6c7AzqbrfT+mE5bquLmHNzQrc4SZIkSZIkSZKkM9TwuuIvhZWrp3offXDZ5PSAdvXxVW2b9cRoPE/WHGzwWhusSZmxrH5kEf93xQTuXTiK/7tiAqsfWcTETP8vxpiPCso+8nzneMVngvbD/t9V7g97m2DbkycDcSe4YeufBc7O0K4P4HvnjUGn6f0zmZdk4pppgRvjkRYbwbXTs7iyOEMG4oaZGKOWs4uSmZefOOwCcQAtrQe91txuO63th4O4mvC2+2ir11pZQwdmm+eLE31xuQXtVu+PO3VEtRR4G8ubegTiuntlw2Hq2jxfoJMkSZKGr/GLzvZaG9dHLZicDRZcbXavddvBloA9l2FULKk/mE7sZXlELcxgxNWjSfnetIB0SrNXmXsE4rozr6vu82sMBmerjdaPy3oXXILmtw8inO7gL+oU0efngoeOetp0E8aJ/t+odVxscgoTzjqPonmLZCBumDFGx5A3bSZZ4yYMu0AcgK3c+0QJt8WJo64ziKsJbyWN3o/Pd/dR60uny+41aAfQZvccypUCx7qvqUcgrjvzmircfZwzkCRJkiRJkiRJkoaG7BQn+WzhmCTuXjCSp74s7bF9clYs3z9vTIhW1ZNBo0ZR8NgpDiBCF9iTjEadhqsDGLA6rm6rAG/n8AXUbhFEZYWuBX/VGoHL5rnmtED1WkHm4tCOCJiWE8drd8/ir18cYM3BRow6NRdNTOOBJfkBGaErSaGm1fR9wUur9b3DyekmwaT3WjPpNRg8BGj7o1YpTM6KZethzxe2p+X43/1jOGvtdPD81+V8XFKD2w1nFSZx65xc4gIYHl5f6vlCPYDDJdhU0cwF41MD9nySJElS6BXMWcCRkp3s+OyjHtuzxk1kxuXXhGhVPfXXFUnRBfZmDJVBg2lG4H/f2Q71Ed5zC2ylLRgnBS7YNVidOxq8HjO7zQ5spa0YRg9uFGugRYyJI/GOcbStOIK9vA3FoMY4OZnoxZkBGaErSaGmiuj7NHN/9TNJQkQ0B1qqPdbiDb6Nu47VRzIyJoXS1hqP9SlJ/nX0HO5cZjvmr49i3dMEKoWIsfGYZqehMgTu59JW5v0GPGF3Yz/SjiE/tL+LJEmSJEmSJEmSzjTybITklx+eX8ilk9J5b/tRLHYXc/ISWFKQhMrD3c+hEGPUMi8/kVX76z3WL56YFuQV+UZj8K8+1Fz9NN9xhklznkmZsTx9y7RQL0OShkRaykz2ly2jd8tGiIrMICYqO/iLClNXT83kw12eLxRcPsX3Tqf3L87j9uc29QpiR+k1fGNOjk/7PB20WOxc+Y+1HKwzn9hWUt3Gsm1HefPe2SRGeQ8pDoZJ3/fH2v7qkiRJ0vB09p3fYvyic9i/fg0uh4PcScVkT5wSkHGhgaCJM6DLjMLupXOMcWJikFfkm/5CW0qAbzgbLOFw9V23910PFv3IWBJHBma0rySFG+OUJMyrqzzWdDnRaOJCfPIqjFyeP5u11fs81q7In+Xzfu+deD7fW/VMr+0j9CauLZjv836HO1ebnbq/b8PVfPKOXkeVGcv2epLumRiwwKaqn2POQAbwJEmSJEmSJEmSpIGRt6JKfitMjeb75xXws4vHcnZRctgE4o776YVFxHvoRHPhhFTOKkwOwYoGL3WWgibCc01tgLS5of2eJxX38fwqSJoSXj8TUm9ut2Dlvjr+s7qMz0pqcblDP/JWGhxjRCJF+dcBPV9vWk0kE4puD82iwtSigiTumj+y1/bJWbF871zfO50uLkjmr9dNITfhZNe+KVmxvHjHDLLjgze6yu0SmKsEtlb/Xsd2s+DgMjc7/umm4hM3Lrtv+/vXV6U9AnHHHW6y8LeV3sf+DtYFE1LRqj3/vkmK0jN7VHzAnkuSJEkKLyl5o5l/wzdYdOtd5EwqDptA3HGxl4xC8XAhPHJ6CvphEpCKGJcAXn7PqoyakHe+0ef18X3UKOhyfOu8JAWPcAk6SxppX12FdV8TQh6TDju6NBPRZ/e+GUsVpWPE5fkhWFH4unDkNK4aPbfX9lmpY7hn4vk+7/eiUdP59dybSTOd7FQ+PWU0z573HZKMMT7vd7DsLicVbXW02Dr82o+rw0H76ipaPyrDsr0e4fJtFHbbF4d7BOKOc9ZaaPcS5PSFcWLiqadkTtAkRKDNMAXsuSRJkiRJkiRJkqSBUYS3uZLDmKIolenp6emVlZWhXooUJurarLy4roJ1ZU1E6TVcOjmdpeNTwy7A15fyj9xs/P0pY1QVKH5YYeTS0Odb1//azeFPe7+f5C5VmPpd39dX327jYJ2Z5Gg9IxPlyaOhUN7QwW3PbaS0/uTJysy4CJ6+eRpjUqJCuLKeWjsdfLm/HiEE8/MTGRHAsYunkzbzESqPfoXN3kq0KYuMtHnodfIioCclR9t4b8dROo91Ov1/9u4zPI7yagPwM7O9S1pp1btkyZZkW5bcO26ATTM1odcEQgIhBZJ8ISQhvZFCcOgldDCmGDAY3HAvcpdtFav3vkVbZ74fimQvW6Qt2iKf+7rygz3xu6/KrnZmnjnnokIdBEH4u8DzPBp6TBALWSRrPCSax0nVeg6nXudh7gLAAsmzgNIHWCiSfPu62g/w2PULDnbTucdkCcCiP7FQZ/q21kV/3oraLvcXQxLVEuz96XKf1vPmlT31ePT9407d+iRCFutuLsPSgvCNdLtQpaWlobm5uZnn+bRw74WQUKNjUvJ19j4zDLtbYa0fACsXQVGmg6woPtzb8olhZzP6Pqx1fpBlEHdDAeRTw9/xruvFEzCf6nF5XLkoDTGXZvu9rqPfAlvXIIQxEgi1of1sd6GwtRnR9dIJp9CKMEGG+NuKIup77jBYYanuAxgG0kmxNA7UA2ujHsZD7eCMNojTVVCUJYKVi8K9rYh0tLMOm+oOwcbZsTCtGAtSJgcl2M3xHBoGuiAXSUIahuN5Hs8c+wwvntiMHrMBAobFRRlT8fM5N/i8j8HjXeh+4zRgP3ciVKiVIv7OEp+7DrY8vgecwea2JtTJkfRQmU/reTOwtREDn9Y5PcaIBYi/vQiS7ND9LMgQOiYlhBBCCCGEUCiOkCjSc5pHzYahDkCKFAa5lzPQTomMYB/n4FH5Mo+aD3lYegGpFsi9gsHkbzJgPHQU8MZsc+DR94/jvYpm2BxD71OzsuPw1+umIS1WHuztX7B4nseqJ7bjTLtrF6e0WBm2/WhpUEJCgXp2Ry3+/NlpmG1DJ0MlQhb3L83Dd5fR3eaEDKt6h8PhJ10/18kTgZXPsRApxvZatpl4fHQdB7ubHJs6G1j1vG/j0Rb84Us09Q66rcUpxDj08xU+rTeaY039eG1fA1r6BpGvU+KmOZnIig9dpz5yDl2AIBcyOiYlE5Wlrh/GvW2w95ohSpBDMTcZ4pTIuHmJt3Ho31wP0/42cCY7BBoJlAtSoFyQ6lfIhLPY0bu+GoPHOkduTpNMikXctZMgUNENOsHCO3i0/Wk/HH2uXZxESXIkPhi8sEogBjbXY2BrI2Af+rzNiFioL86Can4P9q6IAAAgAElEQVRqmHdGSOT4V8VH+NfhjS6P52iSsOGKn0IsGFs40qG3ovUP+50CccPEWWrovj3Np301P7YbvNnutibUSpH0o5k+rTcaS/0AjPva4NBbIU5RQDE7GcJYGh8cDnRMSgghhBBCCKFbGgmJInEFDOIeDn9AyR1WwKDodgZTbuVhHwSEMoAJIEz1s/eO491DzhcR953twc3P7cNn318EkSD83fEmgr1ne9wG4gCgqXcQX57qwIop4R0zvPlkOx7fWOn0mMXO4S+fn0FmvAKXT0sJ087IWHXqLTBa7EiPk0dEyHIi4uw8Tr3u/kYHUztQ/xmPvKvG9r1v3MK7DcQBwMBZoPsk71Mge/GkBLy6t8Ftbcmk4HeVKUnT4HdpJUFflxBCCCGAJEsDSVZkdrphRCxiLsmGZlUWeKsDjEQQUMelnjdOw1zp3HnOcqYXXS8ch+67pRE3pjdamU/1uA3EAYCtzQTL2f6wd1cyHmrHwGbnz7O8jUP/h7UQxssgK4jz8C9JpDD09sBusUCTmESv3XFislnw4okv3NZq+9uwqa4Cl+XOGttaFR1uA3EAYK0bgK3DBJFu7DfMSgtiMXik00Mt+K9fSaYakkzq2E8IIYQQQgghkYBSJYSQoGJYBiIFE1Agrq3fjA2Hm93WznYZselEm99rE2cN3Sbv9R7v9VB4YddZj7Xnv/JcI+FX02nATc/uxazfbsaSP2/Fwj98idf3uQ9HkcAYWgCz67SwEV3Hxr6Wuct7fdD9tQSPvr04F3Fuxh2rpELctzTPt8UIIYQQQkbBsAxYqTCg4Iutw+QSiBuptRhhqerze23izN7jvqPwSL3bHKKdeGbY2eJXjYRfR10t3vjFw/jPt2/Bcw/cjeceuBuVX20N97YmpDO9zTDYPL9eD7RXj3ktx4B1lLr7IK0n6ovSwUhcO56zShGUi6jbIyGEEEIIIYRMZNQpjhAScSrbBuDgPI92Pt48gDVTJ1Z3sMYeE57eXoutZzogYllcXJyEuxfmINZNkCSYshO8jxTMiYCRg2c7PbSsAlDb6b7LHQkcz/Fo2w8YGnkoUhkkz4JPo5B7jFbc8PQedOrPnaxu6TfjJ+uPgWWA62dmjMe2L1hiJQAGgIe3TpEPU800uV4WYgBNjm97S4+T49175+GJzWew6UQbOB5YMTkRDyzPR54uMsatEUIIIYScz9bi/TjD2mKAdFJsiHYTGj0tzdj/wbtoOH4YQrEEBXMXomz1lZDIx96NyR/CeJn3eoL3eijYOz0H9+yd4b+RbKLiHTzMp3tg7zFDpJNDkhfj0w2YA10dePtXP4XZeO713N/eho//+WcIRCJMmj1/PLZ9wVJLvL9XqMVjfy8RJXk5F8UyEOl8O1clSlRAd+80DGyux+CpHjAMA1mRFuoVmRDG0FhTQgghhBBCCJnIKBRHIkZvFY+Gz3nYTEB8CZC+lIFAHP0jDWwmHgIRwIqi/2sJlQSlxHtd5b0ebeq6jLj6qV3oNp67E/bfW2uw6UQb1t87Hxq5aNyee2ZWHIpT1TjePOBSy4lXYPE4jDb0VVqsHC397u82To8b3ws0Fyp9I4+vfsbB0Dj8CA9FCrDgNyzUWWN7L3t9X4NTIO58/9pSjWvL0sHSKFUn7Qd5VK3noK8H5Dog53IW6UvG9j2SxjFILAPaD7ivZ64c+/c6ZS6gTMd5P3/nmird959bdrwCf7+h1Od/RwghhISSpWEAg0c6wds4SHJjICvWghFEf4N9zmIHI2QnxNcSKqzS+81JglHq0aaz/izefOwRWEznbkja/c5rqDm4Fzc89geIpOMXGpEWxEGolbrtCCdKU0bECEJBrAT2dvfhN2EcBWrGg7XFgO6XTzqN1hXqZIi/rXjM3/PDmzY6BeLOt+fdNygU58ZgZTcMu1th7x6EUCuDcm4yZJO1Y/q3OZoklMRn4lhXvdv6FXmzx7wP+bR4DHxeB0e/a8c4+fQECNS+vweLkhTQ3jTF539HCCGEEEIIISS60RlREhGOP89h8z0czrzN4+xGHvt/z+PzeziYezx3C4t0zTt4fH6PAxtWc3hvNYd9v+Uw2B29X08oFadqUJTi/sS3RMjiyunh6RJX12XEj985gvLHN2Pu777ALz88gQ594KNcnth8xikQN6ym04gXd9UFvP5o/nNzucv3O1+nxHO3zYyI0NJNczM91m6e47kWjXqNVjy7oxY/e+8Ynt5egx43vxfjjed57Pw55xKIMrYAX/2MA+8Y2/vYgTrPszwbewbR4SEwd6Gq/ZDD9h9xaN0FGJqBjgpgzy85HHuGG/MapQ+wkMW7Pl5wA4P44rG/lhkBg0V/ZKEtOv9BIHUhMOsn9NGREELIxNT7fjU6/30Ehp0tMO5rQ8/rp9Dx7yPgTLZwb81vpsMdaPvrQbT8YjdaHtuN3ner4DBG79cTSpIcDQRa98EbRiqArMTNh65Q6KgE3r0b+FMe8LcS4PNHAZPnz91j9dUbLzsF4kae7mwNjm35POD1vWFYBtrbiiDUOXeEE6UqIybAopzr+RyEYs7E6mLv0FsxsLURvRuqod/ZDG7QHvI98A4O3S85B+IAwN4xiO5XTo55neZTnv+/nfVnYTOHfzRvJNFva0T3SydhOdMLR7cZljO96H7pJPTb3Nwt5cHj829CrMS1G/j3y65AXkzymNdhRALE31kCUcp5HeFYQF6qQ+xVeWNehxBCCCGEEEIIoU5xJOw6j/KofMU1ZKGvBw7/i8ecR8MfyvFV41Yee37FjUyf42xA/ec8uk/yWP40C5E8+r6mUPv7DdNx07P70DZw7iSlWMjib9dPh3aUTnLjobbTgLVP7ULfeRfFXthZh82V7dhw3/yA9vTZyXaPtU0n2vDA8ny/1x6L1BgZNn5vIfbX9aC204D0ODnm5mjBMJHxe3r5tBScbhvAum21I2N1WQa4bV42bpg1cUZw7q3txl0vHYDecu6iw983V+GZW8oxLy90F906Dg29/7pjbAHa9gHJc0dfRyPz3OFQwDKQSwR+7vAcnucxUAfwjqGRnr6M0okk9kEeR/7Du51YeuoNHjmX8VAkjf61qdIYrHyeRd0nPLpO8BCrGGStYhBf4vv3RZHE4KJ/CdBfy8PUAagzAUVydH5/CSGEkNEMnuyGcXery+O2ZgP6N9Uh9qrx/Tw+Hoz72tC7vmrkv3kbB+P+Nlgb9dDdPx2MkILu3jAsA+03CtH1wnFwxnOfzxkRC+03CsEG4bOsz1qPAC+sBqz6c4/t/DtwZhNw5+eA1L+OanabDWcrDnqsV+/bhRmXXObX2mMlSpAj8ftlsNT0w9FrhjBBBkmWZlyf0xeK2UmwtRth3NN67jM7C6iWpEMeroDkOBg81YOeVyvB287dmDOwuQHxtxdBkhG6jn2DJ3vg6Hd/E5Wt1QhLXf+Yfj+kStdw1jChWAKBKPCu/DzHw9ZuAsMAwkR5xJxH8ZXDYEX/5+5PBPR/Xg95WeKYOmQWxKXh47W/wNtnduJ4Vz3ipEpcnT8PJQlZPu9JpJMj8XszYG02wKG3QpSkgDBmYk2OIIQQQgghhBAy/igUR8Ku7hPPXYeadvCwGXmIFNF1UunE85zbcIOhGaj7lEf+2uj6esIhT6fClh8uwQdHmlHZqkeiWoqrZ6RCpw7PaJK/f1HlFIgb1tgziBd21uGHqwr8XpvjPb8GvNWCbWZWHGZmxQW0htFix+bKdhgsdszOjkOeThWUvf1oVSFunJ2JzZXt4DgeyyYnhn10al2XEW8daERbvxkFSSpcW56OOIV/Y5Ssdg73v17hFIgDAKPVgftfr8CuRy6CVBSaC2/GVu+/c4ZWHsDo72FXzUjDhsMtbmvLJ+uglgZ2AaJ1L4/DT57raCdPBKZ+i0H60ui7wNt+ELC7NuYYwg11Hp107dj+bohVDCZdx2BSkPamyWGgyQnSYoQQQkiEMh70fJOKqaIDMZfngRFEzzEc7+AxsNl9uMHWZoTpaCcUMxJDvKvoI05TIenHM2Gq6IS9wwRBrATyGYkQKAIP0vjly8edA3HDOk8BB18E5n/Pv3V5Hry7Exgj5dAckzIMA2leTMDrcGY7Bit7wFsdkObFQKiVjf6PxrC32CvyoFqQisFTPWBYBtIpWgg14Q3o1PS1Yn3VbnQNDqBIm4Er8+ZALfHvOJmz2NHz+imnQBwA8IN29Lx2Ckk/nhmym5AcPd47uNl7zGMKxU1euBS1h/a7rRXMWwhWENgxtulYF/o/OTuyX2G8DJo1OZAVBnZeJRzMp3oBu4fXup2H+VQPFOVJY1orVqrEPVNXBW1v4lTP4UZCCCGEEEIIIWQ0FIojYWfp93Ly1Q7YDIBI4fH/EnFMnTz0XiYLdBzkkb82dPuJZjKxANfPjIxOYJu9dHP7/GR7QKG4ZZMTsfGoa2cKAFgxJXouVm082opH3j3qFOxaMzUZf7luGiTCwANdKTEy3DI3K+B1guG9iib88O2jI53rAODfW2vw8h2zMC3d9ws5W093oNPDONEeoxVfnurApSVjHzUSCFUaA7epXqf66BZPSsDNczLxyh7nC7JpsTI8elmRh381Nj2neez8Pw78eRlCUzuw53EeYhWPxPLouWgNDHW6C6ROCCGEkMBwXkaK8lYOvM0BRhA9p0/snSY4Bqwe65bqPgrFjRErEUI5JzSfw72yW4HqzZ7rpz/xOxQnFIuRWTId9Ucr3NZzy2b5tW44GPe3oe/DGvDW/wW7GEBelojYtflBCXQJtTKo5qcGvE4wvFq5FY/veWsk0Ph+zV48fWwTXlj1APJjfR/pOnisG7zF/YGHo88CS00fpPmxAe15rITx3oOMo9WHFcxdiNqD+1D51Vanx+NS07Hom7f5ubsh5po+9LxW6XTobO8aGu+a8K2pIe2sFxSc9/ArP0qdEEIIIYQQQgiJVNHXToVMOHGFnk9MyuKH/hdNBGJ4baIkkIYnrGEz8qjbxKFqPYe+GjqZ5StvIzACnY7x4LJ8qKWuF9nSYmW4bV6WT2tVtg5g+5lOdAx4v7M62Kra9XjgDddOZx8dbcVfPjsT0r2Mty6DBQ+/c8wpEAcA/YM2fP/Nw351UugyeL5oOfycoZIwnYEm131NlQEklo99rV9fWYzX7p6N68vTcWlJEn55eRE+eWAhUmMC69Zw5k3eKRA3ggNOvca5KUQ2XSkg8NJkInlOdIX8CCGEkGgjTvPc3ViYIAPr5rN6JGNE3k/1jFYfL5zJBuOBNhh2t8DWYQrLHqLWaAedAR6ULrjhFgglrh9ItWkZKFl2sU9rWZsNMJ/phWOUY5xgszQMoHd91blAHADwgOlAO/Rbvdy5GIUa9Z34zd63XDr8dQ0O4CdfvezXmpzR+8/LW3g42KST4yCIcz8lQJSuGnPgjGEYXHL/D7D2J79E0eJlmDRnAVbccz9u+t3fINcE1pVQv63J/b1kDh6G7U0BrR0OkoJYz1cJWEBaEH3d7wghhBBCCCGEEIA6xZEIkLOGQdW7PKwDrrWC65mQjanZd7YHtZ0GZMTJMTdX6zUE5Y1EwyCxDGg/4L6ecVHoww0NX3A4+Bce9sHhR3ikLgRm/x8LgZjCFmOxYkoi3qtodltbGWA3t/xEFd77znw8uaUaW093QsgyuLQkGfctyYVWObZxLDWdBnz/zcM42tQPABCyDK4sTcXjVxaHZOzmq3sbYPdw5/Dr+xrwg5WTgtItLhK8f7gFVof74FVtlxGHGnpRlunbCeOpad5Hv5Skjj4aJpjmP85i18859FWfe0ydNfS4rx0W5uXGY15ucNPNPac8Bw97TgX1qUJCrGYw+SYGx59z/bqyLmGgzqL3aUIIIWQ8Kecmw7i/zW2XJNWS9JDsged57G09jUZDF7LViShPyvd7LaFWBlGaErYmg9u6fJrO77X9Zdjbir4PawH7uc/R8lIdYq+ZFFWjacNGIALyVwJnPnVfL7g0oOWTcvPxzV//GXvfewv1xw5DKJGgcN4izLriGkjkYxvHaW0xoPet07C1/S/wKGCgmJmEmMtywAjGP4hp3NPqseG1YXcrVEvT/T7PE2k2VO8F5+FmrONd9ajua0VejG8dDkWjjKgUpYRuhCXDMoi/vQjdL5+EvXPkRBZEaUpob5rs21oMg+zpZcieXhbUPVob3IwyHq41un/vjWRCjQTK+akw7HA976Wclxr2UcGEEEIIIYQQQoi/KBRHwk4ax2DxX1gc/As3EmYQq4GCGxjkXzP+J06b+wZxz8sHcKLlXCovN0GBZ24pR06Cfyf9pn+HxZYHOVj7nR9PX8ogeW4gu/XdQB2Pfb/jXcbvNe8Ajj3NY/r9/p8U7hgwY8vpDgDA0gIddGr3d/JOBA8sy8f2M53o/trd09nxCtw+Pzvg9XMTlPjrddP9+rdmmwM3P7sXLf3nusPZOR7vHGwCywB/vGZawPsbTV230WNNb7ajx2hFsiaw7mCRos/k/Q76Xj/uoC9O1WBhfjx2VHW51GZnx6E0IzRjaoYpkhiseEaAzqM8DI08lKkMEqZHzgUksQYwup84DElgN/yHzeSbWMgTOZx5m4e+AZAnArmXMchbGznfd0IIIWSiEmpliL+jGH0bqmFrHfpcyypFUC/LgKJs/MeMnu1vx/1frENNf9vIY5Pj0vDksnuRovSvO0/sFXnofO4YeLPzgaBiVhIkOaG94cJSP4C+DdUugSVTRQcEcVJoVmT6vfZAVwfqjhwCKxAiZ8ZMyNWh/dpCatmjQP1uwPK1Ew2JxUDZrQEvn5CZjTUPPuzXv+VMNnQ9d9y5m5iDh3FPKxghi5g1OQHvbzT2rkGPNU5vBW/lwEgmxo1afRbPx98A0Gf2PZQlyY3xGKaVTtFCpBtbODJYRAlyJD5UBktNPxy9Zgh1ckgyI2ckqUApgt3srn350N+PaBSzOgfCeBmMu1tg7zZDqJVCMTcFytkRMEKaEEIIIYQQQgjxE4XiSESIyWOw7CkB9E08bEZAk42QdTD79isHnQJxAFDTacQdL+7HFz9YAoGPXZEAQJ3FYOWzLGre59F5hIdIAWSsYJC+hPG5y1Kgaj50DcQNO/sJj5K7eQgkvu/pr5+dxr+31ox0BxOyDO5bkouHVhYEst2gah8w49U99Tjc1I84uQjXlKVjQb5/Hauy4hXY8J35WLetBltOdUAoYHFJSRLuWZiDWIU4yDv3zYdHWpwCced7r6IZP1xVAJ1qfAOLWVoFgE63NZVUiFh5eL9HhmYep9/i0VnBQyAFMpYzyLuC8et3vzTDc+pKyDIoGaXrmydP3jgDP11/DJ8cb4OD48EywKqiJPx+7VS/1guGhKkMEqZGXigraxWDXg/d4rJWBbbfHqMVrf2DSIuRQyMP7cWMzBUsMleE9CkjGs/z2FndjX1nu6GUCrFmagpSAhy9SwghhHgiyVQj8YEZsHWYwFsdECUpwAjH/yYtB8fh258/iXq982fpyp4m3P/FOqy/4qd+rStOVyHxgRkw7G6BtUEPVi6CYoYOsuLgdvAdC28dvIx7W6FeluHzcTLP89j60jOo2PQReG6o+5xAJML862/GzMvWBrrloLH3mmHc0wprqxECpWgolJjlZ3AvsQi4+wtg5xNAzRZAKAWK1wJz7wcknkcAh4LxYIfH8ZrGfa1Qr8gAKxnfU5BCrcxj9y5WJQIjDs/Y4GG2diP0O5phrRsAIxNCUaqDYnaSX130pidk49XKrW5rMqEYk2JTfV6TYRjE31aE3nerYD7VM/SaZRnIpyUg5so8n9cLBoZhIM2LzLue5GU6DGyqd1tTzAisG6epvw+G3h5odElj7tQYLMrZyRSCOw/Hc9jRdBKHO2uhkSiwOrscCfIJHL4mhBBCCCGEkAmIQnEkoqjSQhu+OFDXg2PN/W5rdd0mbD3dgWWT/esMIItnUHxn+MMkxhbPYwbtJsDSN9SRyBfvH27GP76sdnrMzvH4x5fVyEtU4fJpKf5sNaiON/fjxmf3on/w3In5DYdbcM+iHPz0Ut/GbQxLj5PjN1eVBGuLQXOy1c3s4f+xOXhUtxvGPRR34+wM/HdPvdsRqjfMTA/JCFdP+mp4bH2Qg+28G977qni07OSx6E++jxBeMkmHohS1S5gWAK4pS0Oinx0T1VIR/vXNGWgfMKOxx4S0WDmSNBO3+2Igci9j0FHBo3m78+O6GUDBN/x739Wbbfj5huPYeKwVNgcPsZDF2tJU/OKyIsjEE6OjRDTRm22488UD2FfXM/LYHz49jZ9dOhl3LAi8OychhBDiSai7Ie1oPuESiBt2sqcRB9urUZboXyBFGCtFzKXj36FrNPYe9zfwAABnsIG3OcD4GJg68tnHOPTJB06POWw2bP/v84hPy0B2ablfew0mS10/up4/Ad567i4106EOqFdlQr00w79F4/OBK54M0g6Dx9bquTMZb+Vg7zJDPMp4zkAp5ibDdLjDbQBTOSclrKNTLfUD6Hr2GHjbufHBfY16mE/3QHtrkc+h0FVZpfjX4Y2oH+hwqX2jcBHUEv/exwRKMeJvLYK9zwJHnxlCrQwCVXhvcItUqoVpsJwdgOVMr9Pj0ilaKOb4d07MNNCPzc8+ier9e8BzHIQSCUqWrsTim++AQBid3eeiWa/ZgLs++ydOdDeMPPaXA+/hl/NuxNr8EI8BIYQQQgghhBDit/DeJklImNV2eR85cXaUejRQegkaihSAxI+pjC/tqvNYe9lLLZR++t4xp0DcsKe31+JIY18YdjR+RgthhWKsbX6iCn+7fjqUX7uYtbokGT9cFd7ugUfXOQfihnUdBRo+9xwa9YRlGbx8xyxcXJQ00klSLhbg9vlZ+NUVxYFuF4lqKcqz4igQ5wUjYDD3MRaL/swi93IGOWsYzP8t61fIcdi3XjmIDYdbYHMM/U5Y7Rze2N+IB9+sCObWyRj99uNKp0AcADg4Hr/eeHLCvYcTQgi5sNW5CbX4Uo8GwnjPnV5ZlRiMHzcgVGz6yGPt8GcbfV4v2HieR+87VU6BuGEDn9XD5mXUZzQSqL0EpxhAoBr/QI8kQ43Yq/LBiM471ckA8rJEqJamj/vze9P3Ua1TIG6Y+XQvBk90+7yeWCDCSxc/iMVpxWAwdPyjFElxz9RV+EHZVQHvVxgjgSRLQ4E4Lxghi/jbiqC9rQiKWUlQzE5C/J3F0N48GYzA92NSnuex/ne/QNXeXSPdL+0WCyo+/RCfPxN5QdgLwS93v+4UiAMAG+fAz3f+F7XnjTsnhBBCCCGEEBLZqFMcuaBlxnm/ezZjlHo0yL2MQc37PDg3k0xy1jB+BUjqu00ea3Xd4Q8Snu0y4miT+w6AAPD+4RZMS4/MERz+WDsjFX/97AysDteT7OWZscjTje8d+cMum5aCiwp12FzZDr3Zjjk5ccjThXeMj83Eo/2g53rTDh7Zq31fV6uUYN3NZejUW9ChNyMjTg6VlO7cDiWGYZBYBiSWBd7x4VBDL3bVuL8YtelEO6o79GH/Xb6QDFodeK+i2W2N54E39jdMqPdwQgghF7YMlfdxpumj1KOBcm4yTIfa3XfwmpfsVwevvrZWj7VeL7VQsTUZYPcUfOOBwcMdEC3PDO2mxpG8PAn67U2A6yEppAVxEKglIdmHYlYSZCXxGKzsBm/jIM2N8RrKDAVHvwW2RvdjXQFg8HgX5CW+v86TFLH4z4rvoMPUjx6zHhmqBMhFofk+kyEMy0BWGAdZYVzAa9UdOYT22mq3tZPbv8T8626CShv9fw+iRa/ZgM31h93WHDyHd8/swo9mRs6obkIIIYQQQgghnlGnOHJBm52jRWGS+6BDaowMFxXqQryj4FNlMJjzcxai879MBshY7v9416x4heea1nMtVIwWu9e6weImIRjFdCopnrhhOsRC57f0jDg5/nb99JDuRSER4orpqbhpTmZkhIg4uL34Nox3bdzgkwSVBEUpGgrERbmKBu+dx0ark+DqH7TB7KaTxrDWfs8j2AghhJBosyitGKlKrdtafkwKZiVNCvGOgk+cpkLsNZPASM7rCMcMBZhUi/3r4BWTlOyxFuulFiqcxfuBBmcO8EAkwojiZYhdmw98bQyoUCcfejyEWJkQihmJUM5ODnsgDgB4bpTu5KPVR6GTa1AYl0aBuCjXWnXKY43nOLTVVoVwN6RzsB923vMxaZup12ONEEIIIYQQQkhkoU5x5IL39M3luOOl/ajuODdfMT1OhmdvmQmhYGLkRlMXMkiaxaJ1D2Az8oifykDlZazqaG6Zm4mD9e5PAN0yL8vvdYMlP1GJOIUYPUar2/qcHPcXnaLZpSXJmJkVhw0Vzeg0WFCUosYlxckuQbkLjUjJQFsEdJ9wX0+eHXiXMRL9YuXeQ42xchobFEpapRjxSjG6DO7fwws8hNkJIYSQaCRkBVi3/D7cu/nfaDKc61ybo0nCk8u+HcadBZeiLBGy4niYT/WAtzkgyY2BMFbq93qlq9bgi+efclubvmqN3+sGizhNCUbMgre6D1VIcjUh3tH4U5QnQZIfC1NFBziTHeJ0JWRT4v0aJTmRCGOlECbKYW9333FfGoQuYyT6SZVqr3WZko6BQilVqYVcKIHJbnFbnxSbGuIdEUIIIYQQQgjxF4XiSNT5orId/95ag8ONfYiRiXB1WRq+tywfSol/v84ZWjk+e3ARdlR3obbTgPRYOZYW6iBgJ9aJW4GEQdpiAAj867pieipqOo14ams1bI6hu5pFAgb3LsnD5dNSAl4/UBKhAPctycXjGytdavk6JVZPDX/ngPGQoJLg7kU54d5GxCm5m8X2H3EuI4TVmUDWpRPrdQ4A/SYbLA4HdCr/LzJeaFYVJUElOQG9my6T8UoJFk1K8Gtdh4VH5as86j7lYekD4gqBwm+wSJ478X7vgkkkYHHr3Cz85fMzLjWZSICbZk+cUWOEEEKiU+NWHqff4NBbBUhjgexLGUy+idnvg0QAACAASURBVIFA7N/f+PzYFGy6+lfY1nQcTYYuZGuSMD+lECwzsW5wYSUCyKf597nq66atvBS9bS2o+PRD8NxQ8EwgEmHB9Tcje3pZUJ4jEKxUCOWCVOi/bHSpidJVkBZMzCCUUCOBeol/3f8mMs3FWeh+5aTLeFlRmjJor4lI4jDaAJ6HQEk3F41V4fxF2P7q83DYXCcbxCQmI7WwyK91ObMdA182wlTRDm7QDkmWBqol6ZDmxQS65QlNIZLi+oKFeOHEZpeaWizDNfnzwrArQgghhBBCCCH+YHg+sDb9kYhhmKbU1NTUpqamcG+FBNn7h5vx4JuH8fVf29KMGLz9rbkTprMbAHTqLXhtbwMONvSOhP8W+xnMGC8dejO2nuoEACwpTIi4EM4re+qxbmsNmvsGIRawuLQkCf+3ZgrilTRW5ELTfZJH5X85dFQAQhmQcRGDyTczkGgmTjjpdJsej288ia+qu8DzQGGSCj9aVYBlkxPDvbWo8PnJdnzntUOw2s9dqZKLBXjmlnLMz4v3eT2e47Hthxw6K75WYIBZjzDIXBk5f68sdgfEAhYME/jroa7LiH9vrca2M50QsiwuKU7Ct5fk+vy+y3E8fvtxJV7eUz/yM0mNkeFP10zFPD9+HiQ80tLS0Nzc3MzzfFq490JIqNEx6cRV8z6HQ0+4nkdJLAcW/jE4f08jhb3fAuOeVlibDRAoRJCXJ0KaG1lBioGuTtQdOQSBUIjs0nLI1ZHTgY3neRh2NEP/VTO4ASsYEQvZtATErM4BK6N7VC805po+6Lc2wlo3AEYqhLxUB/VF6WClE+d3wdqoR9/HtbCeHQAwFPrTXJxNAawxqtyxBZ8+9QQ4x7nxyhKFAmsf+SVSJhX6vB5v59Cx7ghsTQbnAgtob5oC2ZTImaJgt1ohEImC8jfU1m6EfksjzDV9YEQCyKcmQLU4zef3XRvnwON73sT6ql2wcUM/k0y1Dn9cdBumJWQHvE8SGnRMSgghhBBCCKFQHIkaHMdj4R+3oLlv0G39yW/OmDAdwM606/GNp/eg+2vjP2+bl4XHLvfv7tALFcfx6DJYoJQKIRdPnJPNhJyvuW8Qq/+xA30m57vKWQZ48fZZfnc6u9A09w3izf2NaOoxITtegetnpkOn9i/s27KLx86fuR+XJUsAVr/Ohn2U1MajrXhySzVOtg5AKRHiqtJU/HBVATQy7+NkPanuMOCadbtcfg+ztHK8d998xCp87xTRbbCgoqEPSqkQs7LiwE6wLq4THV2AIBcyOiadmBxWHh9dx8Ha776+6E8sEssnxt8qa6Menc8dA292OD2uuigdmpVZ4dlUlOI5HpzBBkYqACsWhHs7hIwLW4cJHf86DN7q/J4BAYOEe6ZCkul9PCgZ0tfWiuNbP4e+qxPa9EwUL13hd9jXeKgdvW+5dt8GAKFOhqSHygPZalCc2PYF9r3/DnqaGyFVKFG0ZDnmX3cTRFL/jsOtzQZ0/ueoy++hKEmBhHungZX4/h7cYerH8a56xEgUKNXlTKjw+4WAjkkJIYQQQgghlBAhUaO60+AxEAcAW093TJhQ3P9tOO4SiAOAF3fV4dKSZMzKnpijVsYDyzJ+h1pIaFnsDlS26iETCVCQpAr3dqLKC1+ddQkiAQDHA//4oopCcWOUGiPDQysmBWWt1r2ebzoY7AT6aoDY4DyVX9460Igfv3N05L8NFjte2VOPisZerL93PsRC3zvZPbH5jNvfw7puE17cVYfv+/G91SolWD6Fuh0SQgiJDL2n4TEQBwz9/Z8oobjed6tcAnEAoP+yEfKpCRAlKcKwq+jEsAwEahojGQ04qwO2NiNYqRAinTzc24kq+u1NroE4AHDw0G9phOQ2usFzLGKSkrHghluCspb5VI/Hmr1jEPbuQQi1sqA8lz8ObtyArS8/O/LfZqMBBzduQHttNa77xe/8Cp/1b6pz+3toazPCuL8NqgWpPq+pk2twUcZUn/8dIYQQQgghhJDIQKE4EjWEo3SHEflxAT8StfYPYt9ZzyeuNhxuplAcmXCe/+os/rWlGj3/C4MWJKrwm6uKUZ5Fv+tjsa/O83vGgfpe2B3chBovHQ3YUW5AZ8P4Cczu4PDXz9x3DDjePIBPjrfiium+XyzYXNnusfb5yXa/QnGEEEJIJBnt7zfrX7PViGNrM8LWZvRYNx3ugOZiGh1HJpaBLQ3Qb2sGb7YDAESpSsSuzYc4VRnmnUUH61nPiWFLrZc0MRk3zGjnAMJ4jsBmtWDPu2+4rTVVHkfd4YPILvWtkx1v42Cp6vVYN5/s9isURwghhBBCCCEkutEVchI1chKUKPTSPerS4onRJc5osXutG8ze64QES7/JhnXbanDTs3tx54v7sf5QE+wO9+MgA/HW/kb86qOTI4E4ADjdrsetz+9DQ7cp6M83ESklnq/QykQCCGjkZMilLvL8PVelA+owXkeu6TSibcDssb6jqivoz0kTZgghhEwEsQWAPMlzPX3xxPiDx1ncdHs6v+6mgxwh48FhsGLgiwZ0PnMUXS+fhOloJ3jOc0dmf+l3NGFgU/1IIA4AbM0GdD13DA69axd/4orxMpaSkdLY4HCQFWs91kTpKghjJCHcjbP2miqYjQaP9bqjFSHcDSGEEEIIIYSQiYw6xZGo8tjlRbjthX0w25yDOWumJmN+nueTPdEkS6tAolqC9gGL2/rc3InxdXrT2j+I1/Y24HhzP+KVElw/Mz1qO4btr+vBa3sb0NI3iIIkFW6Zm4k8XeSPBm3rN+Pa/+xCY8+5kcVfnOrA+4db8Oyt5RAF8Y7iddtq3D5utDrw0u46/HzNlKA910R15fRU7Krpdl8rTfFp7IjBYsf6Q0041tSPeJUE15SlITeBuiP4SjedQcYyBg1fOF+0Y0XA9PtZv0bBBItklM6qUpF/r+/lkxPx0dFWjzVCCCEk2jEsg9Lvsdj1KAf+a/cq5axhEFswMUJxomQFGKnQKSB0PkmOJsQ7Cj17jxmGva2wtxkh0EigmJUEcVrkH8e5U3/0MI5t+Qymvl7osnMwfdVliEn0ku6MEPauQXT85yi480Jp5pPdkE2NR9wNhWCCdOMP7+Ch39HstsaZ7DDua4N6WUZQnmsik5fq0N9y1n1tus6ntTiTDcZDHbC1GiHQiKEoT4IwThqMbV5QpJO1kBbGuYxRZUQsYtbkhGlXQ4Ri74E8odj3kdOMiIUkPxaWM+67xUmnTPzzqYQQQgghhBBCXFEojkSVOTlafHD/Ajy34ywON/YhRi7C1WVpuGZGWlgDBqYOHpZeQJkOiOSB7UMoYHH/Rfn4+YbjLrXseAWu9GOkXTQ51NCLW5/bB/15HfPePtiEH6yYhO8uyw/jznz3zPZa/ObjypH/3nu2B2/sb8R/birD0kLfTgqH2h83nXIKxA3bdqYT6w814fqZwbkooDfbUNvleTTTsSYaszIWa2ek4rOTbdhc2eH0eE6CAj9YWTDmdao7DLjx2T1Oodx122rwq8uLcPPcrID2eKihFy/urENVhwEpGilunJOBiwondlBq1k8Z6GYAdZ/ysPQBsYUMJl3LIDY/vBfMs+IVKE5V43jzgNv66pIUv9b9/opJ+Kq6C30mm9Pj2fEK3DYvy681CSGEkEiTMpfBsidZVL3Do7eKhzQOyL6EQcby8Dbit/eYwZlsEOrkYMWBdWVixQKoFqdhYFOdS02UrICsKD6g9SOduboX3S+dBH/ezXjG/W2IWZMD5fzoOh7f+eYr2LP+zZH/bjx5DEc3b8LaRx5D2pTiMO5sdH0ba50CccMGj3bBPLUbsuLg/B46BizgBjx3g7M26YPyPBOdck4KzJU9LqNSRSkKqJemj3kda7MBXc8fA2c8d05Iv7UJsddOgqI0sPMo5po+GHe3wN5lhlArhWJuMqR5sQGtGckYloH25skw7m+D6VAHuEE7xJlqqBamQpSoCOveEnPyEJOYjL529zdVFcxd6Ne6mlVZ6KwbAG917mgqSlZAMTPyw8CEEEIIIYQQQoKP4fngjx0IN4ZhmlJTU1ObmprCvRUywZnaeRz4M4f2gwB4QCgDci9nUHI3A0YQWOjhzf0NeHJLDRp6TBAJGKwqSsKja6ZAp57Yd8eu/Ns2nGl3P0Jh80OLkaeLjo5VLX2DWPjHLXC4Ge2SqJZg58MXQRjEbmvBxHE8Jj/6KSx296NS5+dp8epdc4LyXHYHh2m//AxGq/sRTBcXJWHdzWVBea5Q+eBIC97c34D2AQumJKtx54JsTEuPGffndXA8Pj3eho+OtsBi57AoPx7XlKd7Ha36dVf9eycqGvpcHmcZYMsPlyBT69+J8w0VzXjorcP4+svhweX5eHD5JL/WJIE5WN+LW57b6/Lau7YsDX+6dprf69Z1GbFuWw22nu6EUMDg0pJkfGtRDrTK8I3mIeGTlpaG5ubmZp7n08K9F0JCjY5JSajYOk3ofbcK1rqhsDsjFUC1IBWqZRkB3zhm2NkM/fZmOPotgJCBfGoCNKtzIFCIgrH1iMRzPNr+uB+OPjed21kg+eFZEGii43NNd1MDXvzBfW5rsSlpuONv60K8o7HjLHa0/HI34P6QFLJiLbQ3BaejOGe2o+XXewCH+/Oj8vJExF0TPccsPMfDdKgDxoPt4IxWiNNUUC5Mgzh5/ENQvIOD6WgXBo91ATwPaWEcFDN0YERjD+q2/fUA7B2uN+hBwCD5kVkQqHzvIAYAht0t6HvftUu9Zk0OVAuiK+w6UdQdrcD7f/w17DbnUGrZ6iuw5Ja7/V7X1m6EfmsTzNV9YMQs5FMToFqUBlZGvQEuRHRMSgghhBBCCKGjQUL85LDy2PoQB2PLucfsg8DpN3nwHDDtvsAuQFw/MwPXlaej02CBQiyEwodgS7Q60dLvMRAHAB8cbsZDPnS9CoTDwqP3DCCQAjF58PmC0sajrW4DcQDQPmDB3rM9mJ8XmR0W7BzvMRAHAEaL+wCbP4QCFleWpuLVvQ1u69fNjK5zVr94/zhe2l0/8t/VHQZ8fKwV//rmDFxcPL53JQtYBqunJmP11GS//n1Np8FtIA4AOB5491AzHlrh+8Ugs82Bxz484RKIA4B/fFGFa8rSkBYr93ldEpiyzFh8/MBCvLCzDhWNfYiVi3BNWRpWl/j3+zMsK16B3189NUi7JIQQQog3nNmOzmeOOXW54s0ODGxuABgm4JGPyvmpUMxNAWe0gZEIAu5AFw0sZ/vdB+IAgANMRzuhWhiaYxTO4oCt1QBGIvQr0HRq5zaPtd6WJrTXViMxJy+QLY4b3sZ5DMQBAGf1UvQRKxVCVhyPwSOdbuuK8ujqbt379hmYKs51ELd3DMJ0tBPxtxZBmj++XdEYAQtFqc7vjm6WhgH3gTgAcPAwHe6EaqHvATZu0I7+j92Pdu3/9CzkpboJHfaNVFlTS3HT7/+Oik8/QPvZGihiYlG8dCXyymcHtK4oUYG460Nz7pAQQgghhBBCSOSb+CkbQsZJ4xbeKRB3vpoPeEy+hYdYGVgwjmEY6FQTuzPc+Qxmu9f6wCj1YDnzFoeT/+Vh+9+UFFU6MOMhFrrpY/95mjx0PhtmtITma/GHWMiiPDMWB+p73dbn5WqD+nw/vrgQx5r7cfRro1LvmJ8dVeM1T7YMOAXihtk5Ho99cALLJ+sitjsgAPQaPY8MAoAeo4eLg6PY6Wac5jCOBz493oa7Fub4tTYJTKZWgccuLwr3NgghhBDiJ+PBdo9jHw07m6FalAZGFNjnT4Zl/O7MFI34UW4A4szBu0HIm4HN9dDvaB7ZjyhJjtirJ0GcrhrzGlazeZS6h/BRBBAoxRAmymFvN7mtS3OD24k75rIc2NqMLs+nXp4BSZYmqM81nsw1fU6BuBF2Hn0f1CDpB+Wh35QPOJP38ySc0f1x5WgGT/U4jUN2YudhruyGopxGa4aDNi0dy+/6Tri3QQghhBBCCCFkAqNQHCF+6jnlueawAP21QAI1y/FJUaoGSokQBg+BsTk5ceO+h7MbORx5yrmllb4R+OonHFY8zUKVPrZg3NxcLf622X1NLGRRnuXf19Jfy+P0Wzy6T/AQK4HMlQxyLmPACgMLYH7dg8sn4dYX9rl0u4tXinHrvKygPpdGJsL6e+fh85Pt+Kq6C3KxAJdNS8HUtPEfORpMnx5v9VhrGzCjorEPM/38uYfCpCQVZCIBBm3uL/RNT/evq4DN4b2Lg3WU+mj0Zhs+PtaKLoMVU1LUWJyfAJYN7ush0gyYbdh4tBXdBgumpcdgQV58wOPRCCGEEBJ9bI16jzXOZIe9exCipPEfmTiRiDNUgIDxOEpTkj3+ASn99qahbn/nsbWZ0PncMSR9v2zM41sziqfi0Mfvu61J5Aok5eT7tT9rkx76Hc2wNenBKkRQlCdBXp4IJsifwTUrMtH9aiXwtR+FIEYCxczg3jwlUIqR+N1SDB7vguVsPxipEIpSXdS9fgaPd3ms2TsHYWszRvTXJE5RAiwDt23GAZ9CoU68dMIHAN7u/vnGymww4MyerzCoH0ByfgEyiqcFtF40cBhtGDzWCW7QDkmmGpKc6Dp/QwghhBBCCCHkwkGhOEL8JBnlXLjkAjofxPM8dtd2o7bTiLRYGRb5GUpRSoS4a2E2nthc5VIrSlFj+eTx7xp26k33J0MdZqD6PR6l3xvb1zUrOw4L8+Oxo8r1pPTt87MQp/C920LnER47HubgOK9hV88pHm37eMx/nAUjCN5FiAX58Xj+tpn462encaSpHwKWwUWFOvzkkkIkqoPfvVAoYHFJSTIuCXB0oy8ae0x4YnMVPjvRBjvH46JCHR5Yno9Jif6daLd6uHA2zDbKifhwU0tFuHluJp7eXutSy4iTY42fY1lnZ2shEbIeR/IumeTfaB0A2HK6A999rcIpSFuYpMLLd8yCbhx+TyPBZyfa8OCbh526UZakavDi7TOhVY7tAikhhBBCJgbW27g/BmDlF84pH57jYanug71nEMJ4GSS5MX7dNCBQiqGckwzDTte28OJsNaR543ugzzt46Hc0u6+ZHTDsbYVmZdaY1sopnYnk/AK0Vp12qc28/GqIpL5/Xh481YPuV06eCw12m2Ft0MNc0wftNwp9Xs8bWXE8tDdOxsDmBtjajICAgaxIC82l2WDlwR91yQhZyKfrIJ/u//GJr2o6Dfj75ip8UdkOhmGwYkoiHliWj6x4P4NrHsJkw/hRjlnDTaAWQ1GWCOP+NpeaKEkO6WT/bjKT5McALNyP5GUAab7/r+vTu3fg06eegN1y7kRNcn4BrnrkMciUfob4IpyxogO971Y5hQ3FWWrE31YEVnrh/N0hhBBCCCGEEBId6EiVED9lrmRw8hXe7Um1uMmAOuPC6NrT1GvCXS8dwKm2c10KMrVyPHNLuV/hogeXT4JCLMSzX9WifcACsZDFmqnJ+PnqKeM+etI+yMPQ6LneW+XbCeSnby7HnzadxtsHG6E325GkluKOBVm4289RkYefdA7EDWvdA7TsBlIX+LWsR4snJWDxpAT0D9ogEjCQiyfOn4zW/kFc/dQudOjPfUM3HmvF9jOdWH/fPOT78bu7pCAB67bVuK1pZCLMyPSv01ooPXxxIViGwX/31MNgsYNhgPm58fjd2hJIRQK/1oxViPGtRTn4x5fVLrU1U5MxJUXt17rdBgvu++8hl852p9r0+MHbR/DKnbP9WjeStfWbcf/rFbB+LWB4rLkfD797DM/eGtnjkAghhBASXPKyRLfhLQCQ5MdCoL4wAvO2ThO6XzoJe9e5caBCnRzxt06BUCvzeT3N6hywchEMu1rAGW1gRCzkpTpoVmcHc9tuOQxWcHr3I3EBwNZiHPNaDMvi6p/+GjteewEnt2+BzWKGOiERMy9bi+mrVvu8N57n0f9hjdsueoNHOmGZnQxJTnA76cmK4yErjgdnGvo5MH4ek0Sis11GXP3ULvSZzo0Efa+iGdvOdOL978xHepzc5zWlk2Jh3OsaKAOGAmei5MjtEjcs5opcMCIWxv1tQyNPGUBaEIfYq/P97kYojJFCOScFhl2u75eKWUl+vU8AQH9HGz7+51/AOZynHbRWncbmZ/+Nyx582K91I5mtw4Tet0+7nAu11g2g74MaxF1XEJ6NEUIIIYQQQgghHkychAMhIaZMYTDjAQaH/u4cjJNqgZkPj294y189Riv+u6ceX1V3QSYaGlF5xfQUiAIIm93730NOgTgAqO824fYX9mPbj5b4FWS7e1EObp+fhU6DBWqpCApJaN6qBGJAqADsHq4zSH3MNMnEAjx62RT85NJCGC12qKUiv8c6Gtt49Lk20BvRvJ1H6oLxCWJqZMG/Cz/cntl+1ikQN0xvseMfX1bjn98o9XnNOTlaLCvU4YtTHS617y/P9ztUFkoClsEjlxTi/ovyUNdlRJxCjJQY/y4QnO+hlQVI0sjw3Fe1qOk0IlkjxY2zM/Dtxbl+r7n+ULPHUa87qrrQ0G1Chtb3C0mR7J2DjS6BuGFfnmpHW78ZSZqJ2SGPEEIIIa7EKUqoL87CwKd1To8LYiWIvTIvPJsaRYepH69VbsWB9mooRFJcnjsLl2SXgWX8OyblOR7dL56Avdvs9Li9w4Sul08i8cEZPneMY1gG6mUZUC1Jg8NgAysTghWH5rM8KxV6Hd/qtTugGxK5HMvv+g6W3nYPrGYzpAqlXx30AMDWanT5Pp9v8HhX0ENxw8ajM1y4Pbml2ikQN6zHaMW6bTX4zVUlPq8pnayFOFsN69kBl5p6VVbQR9yOB0bIIubyXKhXZsLeNQiBWhyUgK/mshwI4qQw7G6Bo9sMQZwUyjnJUC5I9XvN41s+dwnEDavetwum/j7INRNrjIRxf5v7jnsATEc7EXNZLlgZXW4ghBBCCCGEEBI56CiVkADkXs5CN51H3SYe5l4gNn+og5xIEXknGpt6Tbhu3W609J87ib3tTCc+OtqCZ24p9ysYd7C+F8ea+93WmvsG8cWpDqwqSvJrv0IBi2RN4GEcXzACBlkrGVS/5/4CRPYl/l2oEQlYxMh9H5d6Pt599mcEN0qdONt6xjW4NlJzE2obq6duKsO6bTV4c38j2gfMmJKixj2LcrBmaopf61nsDuyq6YbFxmF2dhxi/Ri76w+lRIji1OBe0Prm7Ax8c3YGOI73Oxx6vua+wVHrwQrFWewOHKrvA8sAMzJjAwoSB8Lb18zxQEv/IIXiCCGEkAuMekk6ZIVxMB7qAGeyQZyhgny6LmQhLl/U9LXi5k/+ih6zYeSxbU3Hsbn+CP6y5A6/gnHmM70eg1r2dhMstf2Q5voXSmEELISa0HbbYyUCyKcmwFTh/phEMTPRr3UFQhFkygCDZaON5hylTpxtPd3pV80bhmUQf3sx9FsaYTzQDs5ogzhdBdXiNMimaP1ak7M6YKnpAzhAkqsJ2XhMViqEOC1440cZhoFqQSpUC1LBc3xQAoIDXZ5/TpzDAUNvT9BCcTaLGa1Vp8EKhUiZVAiWDc97vKPPzfiCYXYeDoOVQnGEEEIIIYQQQiIKHaUSEiBVBoOSuyMvBPd1f/j0tFMgbtjW053YUNGMa8vTfV6zrsv76Jb67rGPdokUxXcx6D3Do/uE8+OTrmOQPDd8P2dlKgNVBqBvcF9PmRva/UQ7Eev5gptQ4P/PWSxk8b1l+fjesny/1xj20dEWPPr+CfQYh8YnSYQs7lmUgx+sjO5xJMEIxAFAnk7psSZgGeQkBGc00Bv7GvDHTadHfg7xSgn+b/VkXFnqf0cBf+XpPF8UEgtYZGkjfxwSIYQQQoJPlKRAzKXjP9ozUL/b945TIG7YJ3UHsbqhHMszp/u8pr3b+40Sjm4z4H9z4rDQrMmBrc0IW6vz8bR6RSYkWePTiW0sRClKCNRiOAbcj3eVTo4L8Y6im8jLcWcgx6SsWADNqixoVmX5vcYw4/429G08C9481A2NEbNDXRQX+37+KJIEq2NeXKrn74NQLIE6QReU5zm48X3sfvc1WIxD7wlKbTyW3f5t5M2cE5T1fSHUeb7xjJEIIAhxkJgQQgghhBBCCBlNZM54JIQEldXO4dPjrR7rHxxp8WvdrHjvAYzMKAxoiOQMlv6DxfzfsMi7ikHBNxiseIbFtHvD/3Y59R4W7ponxE0B0hZHfjAzkqwq9tzB8OLi5BDuxL2jTX144I3DI0EsALDYOfzzy2q8sqc+jDuLHFeWpkLroXPe6pJkJKoD75j25al2PLL+mNPPoctgwUNvHcbumu6A1/fVNTPSPI4zvrI0BXEh6iRICCGEEOKrfosRO5srPdY/PnvAr3WFWu/dxQXa6OuiK1CIoLu/FHE3FkIxNxmqpelIfKgM6mUZYd0XwzJQX5INuDn0lOTHQDopNvSbimLeuupf7OV4NVTM1X3oXV81EogDAN7Kof+TOpgO+99dfSIpWboCYpn7kFjRkuWQKjzfyDVWlV9txdaXnxkJxAGAobsLH/7t92ivrQ54fV8pZiWBEbs/P6aYmRSRXUoJIYQQQgghhFzYwp/yIGQ86duBrb8HXlkLvHsXUP1FuHcUFg6Oh83heZTJoNW/2ZtlmbEo8TBiMTVGhmWFwbkrNtQYlkHKPAal32Mx9R4WMXmREThLmc9g0Z9ZJJYDAikgiwcKv8lg8Z9ZsKLI2GO0uHN+NvLddBpL1kjxvWV5YdiRsxd31sHhYfzQ81+dDfFuIpNSIsRLd8xC1nkjUhkGWDklEb9bWxKU53hmu/vvNccDz+6oDcpz+EIjF+GlO2YhI875a149NRm/vLw45PshhBBCyOgGujqw4/WX8O5vH8UnT/4VTSePh3tLYWF22MDD8zGpye6++9hopJNiIfQQfBMmyiHJCV9ntUAwAgbykgTEXpEHzaosiLx0ZwolRakO2tuKIM5WgxGxEMRIoF6egfhbisAwdEzqi/uW5iI9zjXUmR2vwD0LC72rSQAAIABJREFUc8KwI2eGnc3w9JLVf9Uc2s1EKLkmBmsfeQyq+ISRxxiGxeQFS7DklruC8hwHPnzP7eOcw45DH78flOfwhVAjgfbWIgg0592QxQLyskRoLs4K+X4IIYQQQgghhJDR0PhUMnG1HQdeugwY7Dn32LG3gdn3Apf8Pnz7CgOZWIDSjBhUNPS5rc/Pi/d77XU3l+HOF/fjVJt+5LFMrRzP3FIOoYByt8GmK2WgK6U7bwOlkYvwzr3z8OLOOnx6og0cx2NpoQ53LMiCThX+bhJnOvQea2e7jLDaOYiF9PoqTtVgyw+XYO/ZHnTqLShKUSMnIfC78YedbB3wqzaepqfHYOsPl2DP2W70GK0oSdVEZVdOQggh5ELQcqYS7/72F7AOmkYeO7n9S8y95huYd+2NYdxZ6CXKY5CjSUJtf5vb+tzkAr/WZVgG2tuK0P3SSdi7zo1SFSbKEX/LFApqjQNZQRxkBTQqNVA6lRQb7puPF3bWYXNlOwBgZVESbp+XhdgI6ABtazd5rNm91C40qYVTcNc/n0XjiWMwG/RIys2HRhe8Tn8d9Z5vxuqoD88Nc9LcGCQ9PAuWmj5wg3aIM1QQxoT/PAohhBBCCCGEEOIOheLIxLXxIedA3LC9TwFFVwEZs0O/pzB6aMUk3PbCfpfuU4lqCW6em+n3uqkxMnzywELsru1GTacR6bEyLMpPAMvSxQcS2TQyER5Yno8HlueHeysuUjQyHG92H7qKV0ooEHcehmEwJ0c7LmvrVJL/Z+++A+Ooz/yPv2e2r3rvkpvk3rsNBgzE9N4TQkgjyeWSQMglJLlAOrn7JbkLqaTRS0LgEsD0YpobxkW23Jus3svuauvM7w9h2UK7srZpV/Lz+iuaJ8x8vVpJOzOfeR66+3zBazEYzxopVVVYMTnyMLMQQgghRsfLf7hvUCDuuPVPPc7U5WeSU5rYcZij7SsLLuX2N/40pGNcWVouV1WuiHi/pjw7BXcsxHOgC39HH8ZcG5bJmRKIE0kvJ9XCnWumcueayEKh8WTMtBDocAetGTIto7ya5KaqBipmz4vLvlMzs3B0Brm2CaRkJm5ksaIqWCtlZLIQQgghhBBCiOQnoTgxPnXVwrGNoevVf0/6UFxDVx9/f7+Oxu4+puSncs3CUjLtkT8tfGZlHn/91GJ++eo+ttZ2YTIofGxGId+8YBq5qdFd0FSU/oCGhDTEaKjv6uPh9UfZdqyTnBQL1ywq5ZypY3NUbygfX1bByzXNwWtLT6+bp4l0/eIyfvT87qC1GxaXjfJqhBBCCDGWtBw5RHtdbcj67nfWccYNN4/iisLnb+/DuaUZrdeHqTgF+/x8VGvkl5EumLAA4+rP89tta6npOIbZYOSCCQv4+sIrSTMPHSMZDkVVsFZlARLSEPHX2dTA9pefp+XwIVKyspm9+mOUz5qb6GXFVMrSQjyHukPUikZ5NaevWavXsOEfjwetzV69ZpRXI4QQQgghhBBCjD0SihPjk8dxinro0YTJ4IXqRr76xDa8AW1g232vH+DBTy9hXllmxPtdVZXHqqo8nB4/RoOCxShjOMXYsu1YFzf/eSO9bv/AtuerG/n0yol879IZCVxZbJ1VlcfXz6/il6/u4+TmjhfMLOTLq6ckbmGnmU+tmMDW2i6er24ctP2ahaVjNhQX0HTWH2ynx+1jQXkWhRnRdbxr6Orjz+8cZt2+VkwGlYtnF3LLigmkWU0xWrEQQggxNgXrEBdOPdGc7zfT+fQ+OHFKSs9rteR9djamwshHt59XMY/zKubh8Lkxq0bMBrksJcaW2p07eOa/vo/f4xnYtufddSy/5iZWXHtTAlcWW/a5+XjrHTjerufk5o72BfmkrihO3MJOM0uvvI7mg/s4vG3LoO3zL7yUqcvPSNCqoqMHNDwHu9E8ASwT0zGkRjcuuKu5ifefe4bandsxWSxMW3kW89ZcjMksHQ2FEEIIIYQQQoCi6/qp/19jjKIodSUlJSV1dXWJXopIlIAPfjkTHME7LXHZr2FBcj6V3+3yseynr9HnCwypVeTYefPOs2UMzDB63D7eO9AGKKyckiPBjFG0o66LRzYcpbbDxcTcVG5eVsGM4vSYHuPiX73NrobgY0X/799WRhUaTUZ1nS5eqG7C4w+wqiqPOaXj6983Vmw52smru5tRFVgzs3DMfh/eO9DG1/++ncbu/jFIRlXh2kWl/PDyWRgN4Y/kPdru5OrfrafN4Rm0fWZxOk/etpxUi9zkPt2VlpZSX19fr+t6aaLXIsRok3NS4XX38Ycv3BIy/HbZHd+mcmnkI0PjKdDtofFnmxn0dMaHTMUpFHxlQQJWNXZ0uh1sbNqHSTGwvHgadpMEM0aL50g3zo1NBLo9GAvspC4vxpRvj9n+dV3nL1/9PF3NjUOLisKtv/gd2cXj62OPv62Pvl1t6BpYp2VjLoo8FCsid2zXDg5v24LBZKJq6UryKiYmekkR6atpp/Pp/WgOX/8Gg0Lq8mIyLpqIooZ/rbO19ghP3vNNPE7noO3FU2dw7Xd/hNEcXeBOjH1yTiqEEEIIIYSQu5VifDKYYNU3YO2dQ2u5VTD7mrB36fD4eeDdwzy3oxG3L8AZlbl8/szJlOfE7gIrwHPVDUEDcQBH211sPNzBskk5MT3mePHHtw7xi1f2Dbx+KWYDd66Zyq0rx+bFwrHkiU21fPuZ6oH7ZhsOdfD394/xi+vncdnc2DxFfrDVETIQB/CvbQ3jLhRXmmXnc6smJXoZp72FFVksrIhuFJeu67Ruhd5jOvZChcLFRHTRP1INXX189qH3cXlP/H3xazqPbzpGhs3Mty6cFvY+f/7yviGBOIBdDT08uuEot501Oao1CyGEEGOZ2Wpj8aVX8e7fHhlSy584mcmLl4a9z26Pkwd3vc7LR7fi0wKcVTqTT886n8KU2I4MdW5tCRqIA/A1OPE2ODAXp8b0mOPFr7Y+y5+rX8ET6A98pJltfGvJNVxdmZwByPGk9+06up8/PPC151A3zs1N5HxiBrZp2TE5RtOBfcEDcQC6zp533xpX3eIAjLk20s4am12yx5OymXMomzknqn3omo7nQBf+9j6MuTYsUzJH9aFbX7OT9kd3Q+Ckvy8BHcc79aipJtLPDv999vajfx0SiANo2FtDzduvM+fcC6JZshBCCCGEEEKIcUBCcWL8WvI5MJjh7Z9D19H+/z39MljzEzDZwtqVy+vnpj9uYEdd98C2I+21PLu9kae+sJzKgrSYLbvD4R2+7hy+frp6cWcjP167e9A2pzfA95+toTzbzrnTCxK0suTUdUDH3QEZk8GWE91F0C6Xl3ue3TXkvplf0/nuM9WcP70Amzn6Ub193uBh0eNcXv+wdSESxdmk8+53NLoPHd+ik1IMK3+kkjFxdG5CPLaxdlAg7mSPbjzK186rxGoK7+f0pV1NIWsv7GySUJwQQojT3rKrb8Bss7H5uWdwtLdhNJmZunIVZ938GVQ1vL+7PR4XH1/7cw50nQjkPFTTwguHt/D4xd+gNC03Zuse6OATqu4cvn66emrfu/x229pB23q9fXz3nUcoT8tjcWFlglaWnKrbjtLlcTIzp4xsa3TXVPxdHrpfOBykoNP59H6s31yCYoj+c7fP446qLkSi+FpctD9Ug7+tb2CbMd9O7i0zMOaEd400Uo4NjYMDcSfX3m0gbVVpWA+O+TxujmzfGrK+f+N7EooTQgghhBBCCCGhODHOLbwF5t8MzlawpII5sjEPT24+NigQd1x3n4//fmkv939yUbQrHTBnmE5XqgKzSzJidqzx5M/vBLkA/qG/vHtYQnEf6jmis/EnGl37+79WDFBxvsKC2xUM5shuEry8qxm3Twt+PLefN/a2cNHsokiXPKCqII2cFDPtIYKhyydLB0WRnN773smBuH7OBnjnLo0LH1VRY3CD7lT2t/SGrPW6/TT3uKnIGfnfSF3XCYToIAPg14L/ThBCCCFONwsuupx5F1xCX08PZpsNk8Ua0X4e3v3GoEDcca19Pfxm21p+euYno13qAHPZMAElg4JJxicG9eCu14Nu19F5uOYNCcV9aGfbUb719oMD72eTauS6qWdw15JrMIYZFj2ub0crhPj4qfV48Rzuwjol+o6KhZMrMVlt+Nx9QevlUXbyEiIedE2n/cFd+NsHhzb9LS7aHqqh4GsLRqVjnL85+DhxAK3Xi9bnx5BiGvH+dE1D10Ofd2qB4R+sFEIIIYQQQghxelATvQAh4k5VIa0g4kAcwIs7Q3fDeW1PC75A7G7+r6rMZVZJetDaJXOKKcuO7bjWZKBpOu0OD+4QY2NH4kCLI6La6cTfp7PuGycCcQB6AI68qLP1V6HDLafiPEWHNqcnNh3czEaVL6+eErQ2vSidC2dFH7wT4fE5dQ49q7HzLxrHXtfQfJG/j8artp36oJ+5k7maoXH96KyjKCP00/8Wo0pOqiWs/SmKwtlT80LWV0+TILIQQghxnKoaSMnMijgQB/DykdDdcF45GroWCdusHIy5wT87pCwuxJBqjunxkoGu6QQcXnR/5Of2h7pDXzcYrnY66XQ7+MzL9w0KePo0P4/ufpP/2fKviPern6KruO6JzTUbs83O4kuvClornjqDCfMWxuQ4YuQ0lw/H+ga6Xz5C38429GEe3Dldufd1DgnEHedvduE5NPQh4HgwZIY+51SsBlRreKFYs81OybSZIeuTFiwOa39CCCGEEEIIIcYn6RQnxAhoeuiLapquM0w5bIqi8MCtS/jWP6p5fU8zmt4fBrpqfgn3XBb6Ys9Y9dD6I/xh3SHqu/qwmlQun1vCty+aToZ95E+HApRk2eh0BR/jU5I5OqMgkl3tazrutuC1oy/rzP6sjiUz/KeDV0wOPapJVWDZpNh1cLt15UTsZgO/e/MgR9pdWE0ql80t5q4Lp2M2Ss57NLV8oPPu9zT8zhPb7IU6q/5bJa008qfM2xweXqlpxhfQWFWZx4Tc+HQi0XUdbzcYbWCwxO+peEf98H8g+uvxfyr/pqXlPLT+yJAxxwCXzS0m1RL+R8KvnVfFewfbh4xlLc2yccvyighXKoQQQohgTnVOGkuKQSX3c7PpfGofngNdoINiUklZXEjGxRNjeqxE03Udx1v19L5bj9bjRTEbsC/MJ+OCiaiW8AIaRSlZ1Dnag9aKU7Jjsdwx7+n979HtcQatPb73Lb407yLspvAe1gCwTMmEV2uDF40K5gnBHzyMxPJrbsSSksqW55+hp7UFk9XGjFWrWXXTLaPSbUuc0FfTTsfje9BP6lxvzLOR+5nZGIcJYJ1Ks7OLN47tQEfnrNLZFKfG5+dX13Q0lw/VYkQxxe96hr89eGfD4wLtbpgct8MPSFlahOuDluC1RYUohvBfgzNu/CRP/ei7BHyDrwdml5Qx65yPRbROIYQQQgghhBDji4TihBiB1dMK2HykM2jtzMq8mIdxclMt/OmWRTR1u2nqcVORbScrZfw9jf+7Nw/ysxf3DHzt9mk8+f4xahp7eOZLKzCGcUHs40sruOvp6pA1AV0HQ9c0H/TUQl7o6b0hTS1M4+I5RTy/Y+g4p+sXl8W8u+H1i8u5blEZXS4fdosBizGyETvx0OP28fD6o7y8qwlNh/OmF3DLigoy7cnx89u6Tefwizrebp3s6QqTLlGwZod/48bn0nnvI4E4AFcTbPiBxvn3R/Y9+eNbh/jvl/bi/bD7pqLADYvL+fEVs1DV2N1gOvScxp7HdZwNoJqh7GyFuV9UIgqFnkp/QDD0jerUktG5cVZVkMa9V8/hu8/sHHh9AZZMzOZ7l86IaJ+zSjJ46gsr+PUb+3lzbytmo8pFs4v46rmVYXeeE0IIIcTwzi6bxf6uhpC1WDNmWMj7zGz8XW60Xh/GXBuqbfxdQup56Qi9b9YNfK17AzjXN+JvdpH3+fBGYd4wbRX/7/1nQtTOjGqd48WejvqQNafPzbHeNqZml4S9X8uEDCxVWXj2Db1uk7qiJKyRjCOx4MJLmb/mYtxOB2abDYMxtvuPRqfbwSO73+TNY9WoisL5FfO5adoqUs3J8bCge18nrg+a0dwBzBPS+7tPRvD9CfR6aX9sD3yku6O/tY/Ov+0N++f3uF998Cz373gR/4djOVXlSW6ZcS7fXHJ1RPsLpfedehxv1xPo9qCYVOzz88m4aCKqNfa/Z0N1/jzOkBN5F9NwWCrSybhkEt1rD3Py01rWqVlkrInsul3ptJlcf8+9bHj6SWqrt2OyWpm2chXLrroBi338TdoQQgghhBBCCBG+8XdFU4g4uGlpOX/fcoxDrYMTIDaTga+fXxW34xZmWCnMGJ2LU6Otzxvgd28eCFqrru/m1d3NXBDGOMwbFpexu7GHhzccHejcpyhw64qJXL2wNBZLHkLXdY6s1Tm0VsfdDplToOpalby5yfl0uO0UDdtOVR/OL6+bR0W2ncc21dLl8pGbaubmZRNCjjuNlqIoSRcU7XJ5ue4P69nXfGJcb3V9N89sreOpL64gN8Ehoeo/aux57MSF58YNOvuf1jnr5yqZk8N7zx57Q8cXvMEDXfuhY49O9rTw9vnWvlZ+vHb3oG26Do9vqmVyXgqfPXNSWPsLZf8/NLb9+sTroHn7OyV27tM57w8qBnNsf35zZipkVUHnvqE1eyEULY/p4YZ13aIyzp2Wz/PVjXS7fCyemB11J8cZxen89uMyJkoIIYSIt1tmnsvzh96nwdkxaHua2caX5l0ct+MaM62QOT7PSTWXj953ggcNPYe6cR/swjp55E8N3TrzPPZ3NvDPgxsHtqmKwhfmXsjq8rlRrzcYPaDj3NSIc0szmsOHuSyN1DNLsJTHrjNaLOXZQ6/LoKjk2tIi3nfOJ6bT89IRnFua0d0BDOlmUleWkLoq/JDdSCiqii0tuV7nFlc3Nz3/34M6Fla3HeW5Q5t55MI7SLckNiTU+cx+nBtPjBJ27+nA+V4DeZ+fc8rg1ke5trYMCcQd5znUja+tD1OY+3zh8BZ+u33toG2arvPXXa8yJbOIq6tWhLW/UHpePUrPSZ0NdZ+Gc1MTviYneV+YixLDB8IArJVZGHNt+NuGdowzFdrD+j0XrbQzSrDPycVV3YbuCWCZkhn176uiKVO58j++F6MVCiGEEEIIIYQYbyQUJ8QIZNhM/P225fz6jQM8t6MRtzfAmVW5/Ns5U5hZnJHo5Y1JNY3d9Lj9IevrD7aHFYpTFIUfXD6LT62YwGu7W1CU/i5d8Rq9CPD+f+kcefFEuMbVDA3rNZZ+W6H83Mi6B+qaxqGtm9m34V20QICJ8xZStfxMjKbonzyvWKOw60EdPcjLnjcvuo5VZqPKf1wwjTvOr6LX7SfdZsIQ4wu5ye6Pbx8aFIg77ki7i9++cTDiblyx0LFXHxSIO87bDVt+oXHub8Lr7NbXOoL6tLB2yUPrjw5bi0UoTvPp7H40eNe2niNQt06n4vzYv29X/EDlne9odJ/UrTG1BFb+SEU1jO7PSU6qhU8unzCqxxRCCCFE9HJt6Tx+8Tf43fa1vHx0K34twKrSWXxx7oVMzhz5eZM4wVPbGzJUA+AJMxRnUFV+tupTfGb2+bxdtwujauC8inmUpEb3EEIouq7T8dhu+nadCED1dXnoq2kn5+YZ2KZFNvJRD+j01bTh/nC/1hk52GbmosTgc+vVlSt4YNdrQUf+ri6bQ44t8nCMajaQeelkMi6aiOYOoNqMMQ8XJbvfb18bdITvvs56Hqp5nS/PvyQBq+rn3t85KBB3XKDHS+e/DpL36fA6Xga6PaeshxuKe3T3utC1PW/GJBSnefz0vh28Y6K3thf33g5s02P7O0NRFXJumUH7QzX4W08E44wFdnI+OTOmxxoJQ7qFtJXxCasKIYQQQgghhBAfJaE4IUYoJ9XC3ZfO5O5LR/+C0XhkMw3/68duiezX06S8VCblpUb034ajY+/gQNwADbb/Tqf0LB3VGN4FeC0Q4Nlf/pQDmzcMbNvz7jq2vvgs13z3x1GPfrDnKSy5S2HzvTqa78T21BJY/M3YjAA2GtSk6+A2Wl6oHnqB/7i11Y0JDcXVvhJ6fGdHDTgadFKLR/5+zZg4zEhQBdInhrlA4FiHK3StM3QtHN1HwBN8EjYALVuh4vyYHGoQe4HCx/5koGWbTm+tTkqhQsEiTrubdEIIIYSITkFKJvesuIl7VtyU6KWMC6p5+HMgxRzegyPHVWWVUJUV/8CH50DXoEDcgIBO93OHsE7NQlHC+7yp+zXaHtiF50DXwDbXtlYskzLIvXUmiimy1+S4yZlF3LP8Jr6//nEC+olAYlVWCXevuDGqfR+nGFQMKbE5vx1rXjqydZjaBwkNxbm2toSsefZ3EnD6whqjaioY5gFIVcGUF/71k7retohq4fDWOdA9gZB1z8HumIfiAEx5dgruWIjnQBf+djfGXBuWyRlh/44QQgghhBBCCCHGGgnFCXEa0gM67btB1yB7GjEfFzgSM4rTqcxPZX/L0M5aAJfNLR7lFYWn/u3QISN3O7TXQN6c8Pa5841XBgXijms6uJ8NTz/BWZ/4dLjLHKJ8tUr+PJ2jr+p4OiGrEkpWKWEH+MRQnmG6THgDoWujIdSo05HWP6p4JaQUgzPItKmi5ZBWGv77aWJuCnube4PXcmLT8dF0ivsixvAaCYQtf55C/jz5WRNCCCGE0AMa3mP9n/3MZekx6UIWLvOEDAwZluAdpxSwz80b9TWFI2gg7kP+tj78zS5MheF9ju59p35QIO44z6Fuet+uJ311edjr/Kjrpp7BqtKZPHtwE90eF3PzJ7K6bA4G9fQMssWSVwvdjd8bCF0bDdowQTB0+oNiYYTibPPy6H7lCFqvb0jNPjcPQ3r4D+tNyMinyRX8KaoJ6QVh7y8Y1TJ8sFQ5RT0aiqJgrcyCyrgdQgghhBBCCCGESDpyxUmI00zdWzrP36jxxr9rvPlVjeev1zj0XGICO/dePZvUIB3hvnT2ZKYXRT42ZVSEzsT1lyN4SXe99XrIWs0wtXBZsxWmXqcy5zaVstWqBOJi5KypoW+anV2V2BtqeXND18wZkF4R3v5Uo8Kq/1LJqjppowJFK2DJXZF9tLhlxQRCPaT+qZUTItrnR6WWKGRNDV0vP1d+FoQQQggh4s25pZnGn26i9fc7aP39Dhp/tgnXttBdpOJFURWyrq4E49DPrxkXTMSYZR31NYUlyAjSQWXtFCetQQzXzcv1Qey+R4UpWXxuzhruXHwl51fMk0BcjJxZEro7+ZmliZ16YJmYEbJmyLJgyLSEtT/VbCDvM7MxFpz05JMCtjm5ZF45JaI13jz9nNC1GaFr4TCVpGIcZqyrfV5yh3GFEEIIIYQQQoixRjrFCXEaaa/R2fB9bVBgy9MFW36uY8nUKTljdAMhCyuyefFrZ/LIhlp21neTk2rmukVlrJySO6rriETRMoU9jwW/yWDOgJwIJmV6nMG75gG4HcE7aIno9NTq1L+lo+tQvFwhc0rkPwNfWDWZF6ob6XQNflI9zWLkS+dMjnapUSlbrbDncZ3e2qG1aTcpEXWLTC1ROO8PBjr36bhaIH1CZB3ijls+OYcfXj6Ln6zdjcvb30XAqCp8asUEbl4WZmpvGAtvV1l3p4bvIz9uldco5MyQUJwQQgghRDy593XS+dS+QQ8ZaT1eOp7ci5pmxjo5c1TXY63KouBrC3Cub8DX7MKQbiZlSSGWCaEDPMnCOj0H58amoDVDpiXsLnEAWl/obmLD1UTkvI1O3DXtoIJtRs7wY0FP4QtzL2Rd3S6cPveg7dnWVG6ddV60S41KyqICHO/UE+ga2pkxfXU5ihr+uZipMIXC2xfiqe1B6/VhKkrBmB15mPXcirncuehK7tv6HJ5A/3m9STXy+TlruHTykoj3ezJFUci6qpK2B3aiewc/TZl+XnlEY1+FEEIIIYQQQggRmqKf4snSsUhRlLqSkpKSurq6RC9FiKSy/p4AdeuC13Jmwer74jemYTx67+4A9W8N3b7wDoVJl4b/pPvL999H9WsvBa2VzpjF9XffG/Y+xwq3L0Bzj5ucVEvQ7oHxsO03GvufGvw3sOJ8hcXfUiK6IA9wsNXBL1/Zx8s1zei6zrnTCrj9/CqmFqbFYslRcXfobL1Pp/4dHd0PtnyYdoPClCuTqytDj9vHG3ta8Po1zqzMozAj9h06XK06B/+p07Fbx5KpMGGNQuESCcQJEWulpaXU19fX67pemui1CDHa5JxUiOBa/1QddDwngHVaNrmfSmw3q7FE13Ta/roTz/6PvJ4KZN8wLaLxr+2P7qavui1ozTojh9xPRvD01xiheQNovV7UNDOqOf7XRnRNp/Pp/bjebx60PWV5EVmXR9bpDGBPRx2/3voc6+p2oigK51fM49/nXcqEjPxolxw1f4ebrucO4d7TDhoYsq2kry4jZVFhopc2SKfbwdv1u9B0nTNLZpBji/0kA3+HG8eGBnwNTgxpZuyLCkY9FCzE6UDOSYUQQgghhBASihPiNLL24wGcDcFrBitc9YKE4sKhBXT2P6Vz+Hmdvg7InAxTr1cpXhFZuKa97hiPfvt2fJ7BT3UrispVd93DhLkLYrHspOIPaPzy1X08vP4oPW4/FqPK5fOK+c9LZpBmNcXtuLWvamz8cfC/f3P/TaHqmuQKisWSz6njc4ItBxSDBMGEEPEjNyDE6UzOSYUIruEH69FcwTuOqelmir+9dJRXNLbpfo3et+pwbmlGc/gwl6WRdlYp1sqsiPbnPdZLy++3Q+Aj50oGhbzb5mApj304KNF0v0b3C4dxvt+M7gmgmFXsCwvIvGgiiil+10gc6xvo+ufBoLWsa6pIWVQQt2MnmtbnR/MGMKSZI34gTQghRkLOSYUQQgghhBAyPlWI04g1m5ChOGt2ePvqdfv4x5Y6Nh7uIMVi5Ip5JZxRmfxjT0/gojSoAAAgAElEQVTW6fTyf9vqaex2MyU/lcvmFmMN46K3alCYer3C1Otjs56c0jKu/s4PefPB+2k6uB+ArOJSzrzhk+MyEAdw97928ejGEzM9PX6Nv71fx5F2F3+7bXncjnvw2dCB8EPP6lRdE7dDJ5wpRcEU+UQeIYQQQgghIqammUOG4gxp5rD2pbl8ON9vxnu0B9Vuwr4gH8vE5B97erJArxfX1hYCDi/molRss3NRjCN/QEcxqqSvLid9dXlM1mMuSyP3UzPpfv4wviYnAKZCOxkXTRqXgTiAjr/vo29768DXulfDub6RQJeH3Fvi17nQubExdG1T47gOxak2I6pNLkkLIYQQQgghhBAi/uQKhBCnkUkXK7TvDB4GmnjRyJ/Obejq4/r713Oso29g21Nb6rhpaTk/uXJ21OscDev2tfLFR7bg8gYGtv2/l/by8GeWJnTUZcnU6Xz8J7+kp60FzR8go6AQRRmfT04397h5cvOxoLVNhztYf7Cd5ZNz4nLsvtbQNVdLXA4ZFU3TWbevlR113eSkmrl0TjEZ9vh10hOJ53XoeDrAlgdG2/j8HSCEEEKI00/KokK6nz8UvLZ45CEgX6uL1j9Wo/V4B7Y5NzeRelYpmRdOjHqdo8FV3UrHk3vBf+Ic3fDKUfI+Mwtjji1h67JWZmH9Whb+jv4O5sZsa8LWEm++FtegQNzJ3Ls78DY4MBenxuXY/i5vyFqg2xOXY0ZD13Tcu9vxNToxpFuwzc1Ftchl5fFMc/kIOH0YMy1x7ZoohBBCCCGEEELEk1y9ECIJdTq9/H3LMQ62OCnJsnHdojIKM6K/EF2xRqGtGg6vHRyMK1oBU68feejiR8/XDArEHffYxlrOn1HAOVPzo15rPPW6fXz50Q8GBeIAWno9fPmxD3jljrMStLIT0nOT+zWMha21nfi10B3bNh/piFsoLn0iOEM8mJ8xKS6HjFhLr5tb/rKZ3Y09A9t+/Pxufnn9PC6YVZjAlYl48Dl1tt6nc+x1Hc0HRhtMvFhhzucVVJOE44QQQggxOgK9XpzvN+Nv78OYayNlUQGG1PA6uQWTuqIYb20PfdVtg7bb5uWRsqRoxPvp+ufBQYG44xzr6rDNyMFSkdxdzQK93iGBOIBAh5uOJ/eS/6V5CVrZCeM5DHec92jP8PXD3XELxZkK7XiPBD++sSC5Wnv7O9y0/XUn/tYT14G6nj9EziemRzyqVySvgNNH1z8P0LezHTQdxWokdXkR6edXyLhbIYQQQgghhBBjjoTihEgyW4528Km/bqbXfWKkzK/fOMBvblrA+TOiG5+hKAqLvqEw6VKd+rd1tAAUL1PImzfyi1oOj5+XdzWHrD/9QX3Sh+Ke39FIryf4yJ79LQ62HO1gYUWY82RF2NKsw3c6S7fG709U1TUqjes1CJLJq7p25OOKRsM3n9oxKBAH0OcL8JUntvLWN86JSWBWJI93v6PRuv3E1/4+2P+UjrcHltwlNyCEEEIIEX/u/Z20P1yD7tUGtvW+foycT87AOiUzqn0rBoWcj0/Hc6SbvpoOFAWsM3PCGs0Z6PHiOdgVsu7a2pL0oTjX1pYhgbjjvLW9+JqdmJIsGDUeKdbhu18pcezOnXZmCe3BQnEKpJ1RErfjRqLjyb2DAnEAuidA+yO7KfrWEhmFOo7omk7bn6vxNThPbHP76X3jGLonQOZlkxO4OiGEEEIIIYQQInzJdedfiDHM36fTsVvHUR+689WpBDSdrzy+bVAgDsDr1/jaE1vpdfuiXSYA2dMUZn9OZe4X1LACcQAuj3/Y7l49fbFZYzy19A4/iqS5J/lGlYxHyyblUBQi0GU2qFwytzhux86f3x8QNZ90r8xoh7lfVCg7O3mCR/Vdfby5L/g4H69f46ktwcfPirGpdYc+KBB3sqOv6jibovv70un04g9op/4/CyGEEGJM0tx+vMd6B8ZeRkL3aXQ8vmdQIA5A9wboeGIPuj82nyUsEzLIvGgiGRdODCsQB/3/zmAPtwzU+4I/AJVMAkG63IVTF7Fhm5aNag8e6FIsBmwz4vewnG1mLpmXTkKxnAjmKVYjmVdOwVqVPN3XfE3OkB31dE8A17aWUV6RiCf3no5BgbiTOTY1EnBE/rtJD+gEnD70Ya4pCiGEEEIIIYQQsSaP8gkRJV3XqXlAZ98/dPwfXjfKmQmLvqGSXhFeuOa9g23Udw0dSwrg9AZ4obqJ6xaXRbvkqOSlWZiQY+dIuytoffGE5Ll4G8r0otA3XRRl+LqIHYOq8PNr5/LZh94fNMpWVeCHV8wkN9US1+NPvFCl/Fyd1m2gByBvHhhtyROIA2jq7kMf5npxQ3fkNzxF8mnfNdzdXWiv0UkpDO896g9o3Pf6AR7deJQ2h5csu4kbl5Rz+/lVmAzybIQQQggxHugBne4XD+Pc2DgQZrNMziDr6qqwR2D27W5HcwUPlWkOH+49Hdhm5Ua95mgYc6yoaSa03uAPZFkmJP/5nKlomC5wqiJd4kaJYjKQdU0V7Y/tHty5z6CQdXUlqiW+l01TV5ZgX1SI53A3KGCdlIFiGr573Wjzdw3/0GDgFHUxtnhrhxkp7Nfx1TswTA0vLKr7NXpeOYpzcxOay4+aaiJ1eTFp55TJOFYhhBBCCCGEEHEnoTghorT7YZ2ahwYHGdp3wbqva6x5QMWcOvILPB3O4Z+47HAl/mlxRVH4t3Om8I2ndgyp5aVZuHFJeQJWFZ7V0/KZkp/KgRbHkNp50wuYmDt+bkC0Ozw8vqmWjYc7SLMauXxeCR+bUYCiJMeFxxVTcnnljrN4fGMt+5p7Kc60ccOSMqYVjs6NLINZoXDJqBwqIhNyUjAbVLwhuntV5aeO8opEPJlP8e0M5+/Jcd9+ppq/vV838HWny8dv3zzIsc4+7rtxftj7E0IIIUTy6X7hMI536gdt8xzspvVP1RTevhDFNPIgvOYcvvN34BT10aAYVNLOKqP7uUNDaoYsC/YF+QlYVXjsc/LoeeVo0ECRfX4+hnRzAlYVH33tOof+pdNeo2NOV6j4mELR0uQ4HwWwzcih8PaFODY24W/rw5htJWVpIaY8+6gcX7UYsE2LX0e6aJny7aAQsjujsXD8XD8RnHIUrhLBqNyOx/fQt6t94GvN4ev//dfrJeuKKWHvTwghhBBCCCGECIeE4oSIQsCjs/8fwa8Mutvh6Is6ldeM/GLv7JIMFIWQnaHmlGZEssyYu3ZRGZqu86vXDlDf1YeiwBlTcrn70pnkxLm7VywYVIUHP72E25/cxqbDHUB/d7ILZxVx79WzE7y62DnS5uT6+9cPGge7trqJq+aX8PPr5kYcjPP36Rx7U8fZCGllUHqWgsEc+U2Nkkwbd66ZGvF/P57lpFq4Yn7xoFDTcVl2E1ctLE3AqpKPxx/gxZ1NHGp1Uppl4+I5RdjN8fuI4/D42dfcS5bdHNMQbelZCtt+oxMI0mzBmgv5C8PbX227i6e2DH3vADy7vYGvrJ5CZUFaBCsVQgghRLLQXD6cGxuD1gIdblw7WklZWDDi/ZlLh/9sYC5Ljs8OaWeUoCjQs64Orcfb32VrajaZl02Oe3evWFBMKrmfnU3HE3vw1X34sJaqYJ+XR9YVkxO7uBjqOqiz7g4N70DzKZ1jr+tMuVJh/lci71qsuf24trcS6PZgKkzBNjMHJYouyMYcG5kXTYz4vx/PjNlWbDNyBoWajjNkmLHPTmznyGSh+wK4drTh73BjyrVhm5UbViA5XD0eF4e6m8i1pVOaFrvvgW1uPt0vHYEgz+UZc21h/w3wNjiCvncAnJsaSTu7DGNm8l9HFEIIIYQQQggxdiX/lUIhkpijgZMu7g7VsTe8/U3KS+WCmYW8sLNpSG1+eSYrJifPxcbrF5dz7cIyjnW6SLEY4z7qMtZKMm387bblHGjppaHLzeT8VEoybYleVkx9/9ldgwJxxz29tZ6LZhdx3oyR3xw7rn2Xzjvf1ga976vv1znzZyoZk5Lnaf/x5AeXz6LPp/H8jga0DwOzE3NT+NUN80m3mhK7uCSwv7mXW/6yadAo2Z+s3c2fblnMworYjnPWNJ1fvLKPB947gsPTP1ZsYUUWP7t6DlNi0LXPnK6w6E6FTffq6CcmCmOwwtK7VFRDeD9jGw63D7xngnnvYLuE4oQQQogxztfiQvcF7yoM4K3rDS8UV5aGZUomngNdQ2qWqizMxcnTqTh1ZQkpy4oJdLlRrEYMKWPrs7Ep10bBl+fja3IS6PFiKrRjSB9b59Wn8sEvtaDXTA48o1N6tk7enPDPId37O2l/ZDe658QHZkO2lbxPz8KYO77O6ZNF1rVV6Npe3Hs6BjrGGQvs5Hx8OooxfsGvscJb10vbA7vQHCc6aaprD5N768yY/870awH+e/PTPLn3bdyB/uMtK5rKj1beTGlaTtT7N2ZayLxsCl3/PDCoO6BiNZJ1XVXYD1d6DnaHLmrgOdyNcX7yd/cUQgghhBBCCDF2SShOiChYMhh2jIQlM/x9/uK6eaRZd/J/WxvwBjQMqsL50wv46VXJ18FMVRUqcsb2qIwp+WlMyR9/oZDuPh/r9rWGrP9re0PYobiAV+fd/xx6U6OvDd67W+OCh9SkGcs6nlhNBu67cT7/sWYquxq6yUm1sKgiS15rQNd1bntky6BAHPSPCL3t4fd555ursZoMMTve/7y6j1+/cWDQti1HO7npjxt49etnxSSkWH6eSlaVzqG1Oq4mSK+AiZco2PPC/37bzcP/209VF0IIIUTyU08RBIskKJbziel0PnOAvuo20HQwKNhn55KZhGPuFIOCMWdsB6FMhSmYxuEISlezTvuu0PVjr4UfitPc/iGBOOjvitj++B4K/n1+JEsVp6BajeTeMhNfqwtfkwtDhhlLeXqil5UU9IBG20M1gwJxAFqvl/ZHdlN45yIUNXbn7vdueopHdr85aNuGxr3c+tL/8NwV38NijP6cNHVZEZYJ6Tg3N30Y2E0hZUkhhrTwxzor5uFDk+op6kIIIYQQQgghRLQkFCdEFKzZCoVLoGlj8PqENeFf+LKZDfzXNXO568Lp1Ha4KMqwkp9ujXKl4nTT5w0M2yHK+WGXq3A0vKvj6Qxec9RBywdQEOZ4RzFyZdl2yrLtiV5GUtlwqINDrc6gtTaHl1dqmrl0bnFMjtXnDfDX944ErbX0enh6Sx2fWhmbkUtp5QpzvxD9jZPV0/JJsxjpDfLzbjMZ+NjMwqiPIYQQQojEMuXZMZen4a3tHVpUwB5BBx7VaiTnxmkELvUS6PRgyLJgSA0/DCFObz7XKep94e/Ttb11SCBuYH/1Drz1DswlydPNcLwx5dkx5ck56cncuzv6RzgHEehw4znQhbUqNh3MO90O/rbvnaC1Y71tvHjkAy6fsjQmxzIVppB5afSjnG2zcul69iD4h16gUu3GmL02QgghhBBCCCFEKPI4lhBRWni7SkqQzMWc2xQyp0QeashKMTO3LFMCcSIiBekWJuWG7jawbFL4YzX6Qjee+7A+TApPiA8FNJ2nttTx8T9t4JL73uaef+2itv0Ud8xCaOwe/k5aQ1cEd9pCONzmpNcdOky6o26YsTAJYjcb+dGVszB8pDOBqsA9l80gwza2RowJIYQQIrisa6swpH8ktKZA5hVTouqiZkg1Yy5Lk0CciEhaOViHOe3Mnxv+PgPdnuHrXcPXhYD+7m6OjY203r+D5vu20rX2EP4I3zv+UXxP7u9qwBsIfU66s+1ozI4VK4YUU3+47qOXR1WFzCunoMSws7sQQgghhBBCCBGMdIoTIkr2AoU1f1Gpfb1/NIg5vb9DXHqFjDYcKUe9jrMRUkshpVBet1hQFIWvnlfJV5/YNqRWkmnjukVlYe8zfeIws4KBjEnyvQvGUa/TuVfHkqWQN5eYjk6JF82vU/+WTsOG/mvXJWcqFK/oH08VDV3X+crjW3m+unFg2876Hv6xpY5HP7eUOaXhzZyuKhh+9PHUwtiNRs5JNaMooIf4EchJ0pvFl88roTI/jYc3HOVwm4PybDufWFYR9msthBBCiORlyrNT8PVFuLa14Kt3oKaYSFlYgDF3bI8VHU2+VheBLg/GfDvGDEuilzMuqAaFGTcrfPA/Qz9Ap5VB2bnhn1sMO2ZWAVOhdDELxtfiwtfoxJBuxjIxI9HLGRHdr+Ha0Yp7XyeKQcU2Oxfr1CwUJcpz0oBO24M1ePadaIPvq3fg2tJM3ufnYCoIb5Txqf7/xhi+J3Osw5/fZluTs0ti6tIizMWpODY0Euh0Y8yzkbq8eFyOjRZCCCGEEEIIkXwkFCdEDBgsChMvVJh4YaJXMra4O3U2/0yjaRP9WSsFipfD4m+qmNOTPzgUay3bdA49q+Nq0cmYqDDlSoWMiZG/DpfPK0FRFH712n4OtDgwqgrnzyjgOxdPJ8MefoeogkWQMQm6Dw2t5c2FrKrEfM9cLTqH1+o4GiCtFCZepGDLTfz7x+/W2XyvRt1bfJgl1EkphmX/qZI9LfHrC8Xv1nn7mxptO05sO/qKTuESWPkjFdUU+drf2NsyKBB3XK/Hzw+ereGpL64Ia3+zSjJYNimbDYc6htSqClJZVZkX8Vo/qiDdyqrKPNbtG9oyUVHgmoXhB01Hy4zidH561exEL0MIIYQQcaRaDKQuLUr0MsYcf5eHjif34j38YddfFWyz88i6qhLVcvp1MHLv7cD5fjOBHi/mklRSlhdFNS5z8uUqqlFj92M6zgZQTVC6SmHulxSM1vDPK2wzczBkWwl0uIfUrNNzouqMGA1/e1//69blwVhgJ2VRQVJ0WNT6/HQ8sQf33hMBMGO+jZyPTw87/DWaNLef1j9W46t3DGxzbWnGNjuX7BunRfWgmWtH66BA3MAxnX66XzhC7qdmhrU/y+QMTEUp+BqdQ2rm8jQs5ekRr/WjJmcWMTdvAttbjwypGRSVy2I0OjUezGVpZJfF7qE1IYQQQgghhBBipBQ9VMuTMUxRlLqSkpKSurq6RC9FCDGM174UoGP30O158+HsX5xeNyD2PK5Rff/g38eqCZbfrVK8MvoAVZvDg81kIMUSXRba1aKz4Yca7TtPbCtYBEu/q2LJGP2gV+N6nffu0dC8J7YZrP3hrYKFiQ2ebbpX4+hLQ//GmtPhwkdVzKnJGYzb9aBGzQPBPxvM/ZJC1bWRT16/42/bePqD+pD1DXedS2FGeCOjO5xevvrEVt7e3zawbV5ZJr++aT6lWbHtFFHf1ceN92+gtuPEuFdFge9cNJ3PnjkppscSYjwoLS2lvr6+Xtf10kSvRYjRJuekQiQ/XdNp/p8t+Fv6htSsM3PIvXlGAlaVON0vHqb3zcG/sxSTSs4tM7FOia7LsK7reLrAaCOiMNzJfG19dDy+50RgSukPxGVfV4VqHf1nf13bW+h4ch9oJ86hFKuB3FtnYamIXSAqEm0P1eCuaR+y3ZBupvAbi1FMkZ/bxVPXswdxvNsQtJZ1TSUpiwoj3nfbg7tw7x76UBXQ/6DmPctRw7xuEuj20P7YHrxHewa2WSZlkH3jNAxpsQ1HHupu4tYX/5dmV9fANoOi8oMVH+fqqvAeMhPidCDnpEIIIYQQQgjpFCfEGBXw6nQdAJMd0ickZ7hmOK3b9aCBOIDWrdC5Vydr6tj7d0XC1ayz809DQ0iaD7b8QqNwqYpqjO61yE2NzQgge77C6vsMdB3sH3mbVg7p5Yn5PvndOht/MjgQBxBww8Yfa1zyZHRdzaLh7tSpfS14sMzbA0df1qm8Kjnf30dfDh2WP/KSTtW1ke/b49dOUQ+Evc/sFDMPf2Yp+5t7OdjqpDTLxqyS+IwEKsm08fLtq/jX9ga2Hesiy27iqgWlTM5LzjE1QgghhBDxpHkD+JqcqDZjVN3EEsW9pyNoIA7AXdOOv63vtBlB62tyDgnEAeg+ja5n9lNw56KoxlYqioI1K5oVnmDKtVHw7/Px1vUS6PZiKrAn7PsUcPro+Pv+QYE4AN0doOPJvRTeuSiqrmbR8Lf34d49NBAHEOjx4qpuJWVBwSivamScH7SErLk+aIkqFKcPd06qA4HwHx43ZFjI/+JcvA0OAh1ujLm2uI0GnZRRyNqr7ubZg5upaa8l157OlVOWUZYWuy7pQgghhBBCCCHEeCKhOCHGoL1Paux5TMf74UOoGZNh4R0qOTOSM2QTTNeB4S80dh2ILBTnqNc59oZOwAP5CxXy5yX/a3JsnY4e4rqsuwNat/V3Y0smmZMVMicndg0N7+j4HMFrnk5o3AglZ4zumo5z1IPuD13vOTp6awmXtyd0LdTrPVJnVebx/I6h41MBJuWmUJ4d+c3UyoI0KgviP47FajJw3aIyrluUvONShRBCCCHiSdd1el6txfFOPbqn/6EGU1ka2VdXxi0IEg++hmE+3OrgbXRGFLbyNTvp29mOHtCwTs1OeLewkXBtbw1Z87e78dU5MCfZ6ENzaRokuO9P345WCBGyCnS48R7pxjIpui57kfK19vWHvELwt7hCFxNI13V0d+iTaa1vmBPtEbBWZuHZ3xW0ZipNRbWbIt63uTgViuP/wFSKycoN086M+3GEEEIIIYQQQojxIDn75AshQjr4T40dv9cHBVe6D8Jb/6Hhahk745CtOcOH1U5VD2bXgxov3Kyx8886ux/RWXe7xlvfCBDwJPfrEnAPX/efon668gwT3gLwdifu+27PA4Z5C6ck5wP5AOTOCl3LmRldyPSyecVMKxx6M01R4I6PVUXVfUIIIYQQQoyO3jeP0fta7UAgDsB3rJfWP1YTcPoSuLLwqOnDjzU0nKIeTNdzh2j+5Qf0vHKU3teP0fq77bQ9XIMeGL5jcqLpvuHXp/vC7+h8OtBO8X4POKMLcEXDmDl8t3hDpnWUVhIeRVEwl4cOkpqjDJmmLCnEmBPk365CxvkVUe1bCCGEEEIIIYQQyUdCcUKMIbqms+eJ4EEfvxMO/jO5w18nK14BlhDjU2z5ULg4vP01v69T84A+5Eno5vdh51/j97p07tV59z8DPHNJgGevDrDtNxqeMMNY+QtCB4FUM+TOjnaV49OpOiNmJ7Bzor1AoWhp8Jpqhoo1sVtbQNN5Zmsdn35gMzfcv57/fXU/7Q5PxPubdpOKYhi6XTXB1BuiW7fVZOCJzy/j5mUVpFr6m9XOK8vkT59cxCVziqPatxBCCCGEiD/dr+F4pz5oTXP6cL3fNMoripx9Th6KJcgHX8CYbw+7w5trR2vQ18a9q53edUNHk8aK50g3bX/dSf3d79H40410v3gYbZhOW8FYpoTuZqZYDZhKk6tLXLIYLryFCuay+HcNC8VUmBIyQKZYDNjnxW7cZsDvo/qNl/nHT+/mbz/4Npv++RRuR+RtxtPOKQv6kJliNpC6MrrzRtVqJO+2udgXFaCY+i+Lmyemk/vpWVinZke1byGEEEIIIYQQQiQfGZ8qxBji6QbXMPcYOvfFL/zl8QdYt7eVXrefRROyqMiJbiyOwayw/B6Vd7+t4XOe2G5Oh+V3qyiG8MI3h54L/W8/vFZnzud1FDW2Ian2XTpv3qGhefu/9jth/1M6TZt1zv2NiillZMfLnaVQuBSaNg6tVV2jYMmQ7lnBZE9TyF8ILVuG1opXQMbExL5ui76h8va3NLr2n9hmtMHS76jYIuiEGExA0/nCI1t4paZ5YNuGQx08vqmWv922nPKc8MeR5s5WWPlDlR1/0AbGvGZMhnlfUsmqjH7dmXYzP7xiFj+8Yhb+gIbRIPl8IYQQQoixwt/pRhum+5W3LvIgzKlo3gDuvZ3ovgCWSZmn7IR1KqrVSPZN0+h4ZPegTmlqmpmcm6aFvT/nptAn685NTaSvLo9oncNx7+uk7cFdEOg/Hw54AvS+WYf7QBf5t80dCP2cirUqC/OEdLxHhrbjTju7DNUcPDx4urNUZmIqTcUX5H1vn5ePMcHd2LJvnErbX3bib+kb2KZYjeR8YjqqNTaXhP0+H8/ceze1O3cMbDu2awfVr73E9ffcS2p2Ttj7tE3LJvvGafS8dAR/e3/rfFNZGpmXTMKUF/457kcZ0s1kX1OFfnUl6MT8WpEQQgghhBBCCCGSh4TihBhDTPb+LlPHQ1gfFa/w1Gu7m/nGUzvocPYfWFHgynkl/OyaOZiiCLTkzVG4+AmVo6/oOBshtRTKz1Mw2cP/d/S1hQ7F+Xoh4OkPJMVS9Z+1oN+L3qP9Qbyqa0f+71jxA5Vdf9U5vLZ/NK69ACqvUai8Wi7ODmfF91W2/q/OsTd1NF9/N7OK8xXmfTnxr5s1W+G8P6g0v98fWLVmQunZyojDkiPx3I6GQYG445p63Pz0hd387hMLI9pv0XKFouUGHPU6igopRfF5PSUQB32tOkde0nE1Q/qE/i6C5tTEv3+FEEIIIYJR7ab+mQMhpm2qKaa4HNe1vYXOZw6iH++ApkLKkiIyL5scVaDFNjWbwm8twbW1hUCXB1OBHdvcvIhCYIGe0N2aAz0hTuKj1P3i4YFA3Ml8dQ5c21tIWVQ4ov0oqkLurTPpeekozi3N6J4AxhwrqatKSV1aFOtljxuKopB76yy6/u8AfbvaQAPFpGJfVEDmxZMSvTyMmVYKvrYQ994OfE1ODOkWbLNzYxpy3Pn6y4MCccd1NTfy7t8eZc0XvhLRfu1z8rDNzsXf7kYxKnEJGCqKErQj3enG3+HGuaUZzeHFVJSKfX4+aogumkIIIYQQQgghxFgjoTghxhCDRaF8tcKRF4MHwCZcGPureUfanHzx0Q/w+k/c9dB1eHprPXlpFu66aHpU+zelKky5Mvp1Z0xSaN8V/HVJKQajLbavjb9Pp3Vr6Hrjep2qa0e+P4NZYc5tCrM/q+N3g9H+4QXacWjzkQ6e2VpPr9vP4glZXLWgdGCUZrhMKQpLvq0w9990+lr7w4TmtOhft6PtTp7YfIzaDheTclO4YUk5JfwW5PAAACAASURBVJnhpyoVRaFwMRQujs/38tntDSFrr9Q04/YFsJoiv5idWjI+34PJou4tnY0/0tB8J7bVPKSz6r9UsqbKay+EEEKI5GNIMWGdloO7pj1oPWVRQcyP6W1w0PHk3sFBPA2cGxoxZJhJPye6DmyGFBNpZ5REt0j6x1We3JFrUK0ouk7rwQR6PPganCHr7t0dIw7FAagWI5mXTSbjkknovgBqhOdoY4H7QCd929vQvAGskzOxzYssCAn975+cj08n4PAS6PFizLbGpAtbe/0xql9/md72NnLLypm9eg2pWeGP91RUBdv0HGzTw+/YNhJ73nsrZG3ve29FHIqD/vNpU26Mn24Ugzi3NNP5j32Dfr/2vF5L3mdnY8qPviufEEIIIYQQQgiRaOP3CpcQ49ScLyh0HdDpOjB4+9QbFQoWxj5E8dim2kGBuI/Wbj+/KqrQTaxMubI/LHhyuOS4cDq2jZjCsB0SlAhfEsWgYIr9/ZKk8aPnavjTO4cHvn52ewP3v3WIJ29bHlHo7DhLhoIlIxYrhBd3NvKVx7fhDZz45v7x7UP84eZFnFWVF5uDxIjLGwhZ82s6Hr+WFD+fYihvr86mn2pDfmd5e2DDjzQueEgdt8FYIYQQQoxtWVdMprXVhb91cAAs/YIJmEvTYn485/rGkOddjvcaSTurLCnGH6aeUULfzraga007M/rQ3RCn+qwY4WuiqArKOA3E6bpO5z/243r/RLftvu2t9L5dR97n52BIM0e8b0OqGUNq5P/9yXate42Xfv+/6Fr/m2nfenj/2We48lt3UzptZkyOESs+jzt0zetB1zQUVTqEJyN/t4fOf+wf8jtL6/HS8be9FHx5fmIWJoQQQgghhBBCxJBclRBijLFkKJz7O5Vl31OYdJlC1fUK592vMufz8flxPtTqCFnrdftp7Q09ImY0ZUxUWPF9FdtJmSWDFWbcojDliti/NkZrfwewUErOTPxNmWSz/mD7oEDccXWdfdz9z10JWNFQDo+fO/++Y1AgDsDt07jjyW14/KFDaImwYnLop/1nl2SQYYvP+CoRvWNv6ARC3D9y1EH7ztFdjxBCCCHESBnSLRR8dQFZ11WRsrSQtLNLKbh9Aelnl8XleL5WV8ia1utF9yTHZ3RLeTrZ109DTT3xGVyxGMi4aCL2efkxP54hzYy5PHQI0TYrPp3BxjJ3TfugQNxx/tY+ul8Yeq6aCK7uLl65/76BQNxx3j4XL/7mF0O2J1r5rLmhazNnSyAuibm2toAWfOKCr86Bryl0J0ohhBBCCCGEEGKsGJ+PfgoxzqlGhbJzFMrOif+xSrNCj0uwmw3kplriv4gRKlqucPESlbZq8Hsgd2b/eNZ4mf05lfadGr6PXCfMng4T1kgo7qOe/qAuZO2NvS10ubxk2mPzZH2kXt7VhMPjD1prd3p5c28ra2aOfARRvN20tILHNtbS0D04XaUq8LXzKhO0quQS0HTW7WvhSJuLCbl2zqrKx5AEnUQ8ncPX3aeoCyGEEEIkkmJUSVlQQMqC2I9L/ShjthXvkZ6gNTXFiGJJns7I9rl52Gbl4DncA5qOuSIdNY7ry7h4Em1/qkb3DQ5KWSZnYJuVG7fjjlXOD1pC1lw72si6qhLFmNgQ15733ibgD35O2t3STN2eXZTNmD3KqwptwYWXsWvda/T1dA/arhqMLLv6xgStKrnoAQ33ng78XR5M+XYsUzKToiu45ggyauEkAYcPecxOCCGEEEIIIcRYJ6E4IcSwblpazsMbjhII8vToNQtLsZmT5wYE9I8fzZs3OsfKnKxw7u9V9j2p0/yBjtEKZasVKq9SMFgSf4Ez2XT1hb7gGtB0et3+hIfiulzDXxTuHubfkAjZKWaevG05976wh5drmvAFdGaXZPC18yo5d3r8b1AmuwMtDj774GaOtJ/oLjIhx86fblnMlPzUBK4MsqYqQPCn8lEhSzKNQgghhBAApCwr6u9oFOSjU8qSoqQYnXoyxaBinZI5KseyVKST/+V59L5Vj+dwN6rVgH1+PqnLi1EM0qHrozRX8LAZAH4N3aclPBTndvRGVR9taTm5XH/Pvbz92IMc+mATuqZRXDWdldd/IqnCe4nirXfQ/lANge4TUxaMBXZyPzUTY5Y1gSsDc+kw58QGBVNh6IdkhRBCCCGEEEKIsUJCcUKIYVUVpPHza+dy19PV9PlOjKU5Z2oed104PYErSw5ppQoLv55cN2GS1cKK/8/efcbHVZ5pA7/OmV406iNZ3Wq23DsuuIAB08GUBF4goSQsIdmETUKS3fRsdpNsdvNusm+WBBxKIEAIoYRODLiAjY0N7rZsWZJlyeptRjOjaed5PwgXWTPSNGmKrv83nfunR7dmJFvnnOvcTyb+fmjkVjUAMCVdj4IMwwR3NNKissxR6wtKRq/HQ3GWEb+9bQEGvX54/QrS9HyWGwAUReDeP+4aFogDgMZuJ+794y5s/PpqyHG8gZq/BEivAPqPj6wVr5FgmsJ/V4iIiIiAoW1JM66rQN+r9YDvbDLOMCcHlrUlcewsMWjyTMi6uTrebSQFXakFnob+gDW11QDZEP/LpIXTZgStySoVplROm8BuQpNdWIzrH/wevB43hN8PrYFhKgAQPgVdTxyEYvMMO+5rd6L7T4eR95X5cepsiGFWDtTZJ+DrHhxRMy3Oh8oc34cWiYiIiIiIiGIh/ld7iCjhXT+/EBdNt+KtA22wDXpxwdRszC5Kj3dblGQ+u6gYj77fgA67e0Tt/jUVCbGl5ZyiDKyqzsWWo50jalfNnhL36WKj0WtU0GsSa3JjPL1f14X6LkfAWn2XA+/XdWFVde4Ed3WWJEtY9R8yPvoPBW07AQhA1gAll0hY8LX4/y4QERERJRLz0gIYZufCdbALwqNAX5kBTb4p3m1RkjEtmwLHztaAE+MsFydGwLJk9lxMqZqG1mO1I2oz11wCc1Z2HLoKjUari3cLCcV1sHtEIO40b/MAPCft0BanTXBXZ0lqGTlfmI3e54/CfXwoLCppZJgW5yP9qqlx64uIiIiIiIgolhiKI6KQpBs0+Mzi4ni3QUH4XAL2k4AuAzBaEzNQk2nS4tl7l+L7Lx/AB3XdAABrmg73r6nAHcvK4tvcOR66bQF+8sohvLSnBW6fAoNGhZsWFuG7V3EyYigOnupHp92NmikW5Fnitx3MiR5nVPWJoM+SsPLnKjjbBVxdgLkI0KUn5u8vERERUbypTBqYl0yJdxsUxIDHhRO2TuQYLcgzTsz2seFSp+uQ84XZ6PvbcXgabQAAVYYOlrUlMM6zxrm7IZIk4Ybv/BjvPPoQjn74ARS/D1qDAXMuuQIX3vK5eLeXFDzNdihOHzQFprhOO/P1uMasxzMUBwDqTD1yvzgHvp5B+O0eaHINkI2cPk9ERERERESpg6E4IqIkJvwCBx4VqHtJwOcEIAHWBcCib8ow5SdeuKY814w/fWEpOmyDsA36UJZthFolx7utYUw6NX5x0xx89+oadNgGkZ9ugFnH/y7HUtdhxwN/3oMDLUM3l9SyhOvnF+Kn18+KywS78pzRJ4eMVZ9IxjwJxrx4d0FEREREFD6v4scvP/or/nL0A7h8HsiShFVFs/CT5bfBaky8CfPaAjOs982Fr98N4fFDnW2AlABTy8+lN5tx1VcfxMV33wdnXx8sObnQ6OP3wFGy8LQMoOe5WvjaP30ASiXBtCQfGVdXQFJN/HuszjGMXs8evT6R1Fl6qLP4M0ZERERERESph3f5iSaRj5t60dDpQGm2EYvKsuLdDsXA/g0Ctc+KswcE0LEb2Px1Besek6HShXfh19Yo4HUC6eWAWj9+F42tFj2slnFbPiYseg0sej4hHQqXx4/bN+xEm23wzDGfIvD87maoJAm/uGnOhPe0vCIb1XlmHG0fGFGrzjNjeUVk2w4pPoHmzQJtO4a2Oy1aLSFv8dBEByIiIiIanbuhH77eQWhyjXGfkESx8a/bn8VzR98/87EiBDad3I973voNXrruu1DJ4T0E5W1zQPH4oS0wQ1KP3wNU6vTE3+rTYE6Dwczfk1D4HV50/WH/8K1x/QKO7a2QNDIyriyf8J4MM7KhytDB3+ceUdOWWqAtiuy9FV4Fzr2dcB/vg6SRYZiTC31lYk5nJCIiIiIiIoo3huKIJoFTfS586and2Nvcf+ZYzRQLHr5jIYqzjHHsjKLhdQxNiAvE0Qo0vSsw9YrQgjo9tQK7/1NBX93QxxozMO0WCTW3JdYUt2Qm/AJtuwBXl0D6VAnZM1InRPW3vS3DAnHnevGTFjx4+TTkmCf2ppMkSdjwucW498ldONJmP3N8en4aHr5jUUQhNq9DYMuDCnoOnz3W8LpA0Wpg6ffluEwfICIiIkoG3i4Xup88dHaCEwBtSRqyb6+BypL44SQKrNPZjxfrtgesHes7hXdP7sOlpfNCWstd34/el+rg6xj6GZFNalguLoF5RWHM+p3shF/BYG0vlAEvNIVmaAvN8W4pZpy724cH4s7h+LANlrUlkCd4ArykkpFz10x0P3kYvq6zW6lqiszIvm16RGv6HV50Prxv2L+ljp1tMC7KQ+aNVXxYi4iIiIiIiOg8DMURTQL3PrnrzJaGpx1uteHuxz/C2/+0ihfNAhCKgL1paBKUuTAxXx9bI+APnEMCAPQcBqZeMfY6ri6BLd9U4D1noJZ3ADiwQUCtU1B1E4Nx0eo9JrDtBwqcbaePCGTPBJb/qwx9ZmL+fIXjcKs9aM3jV1DXMTDhoTgAKMk24s0HVuHD+m6c6HagNNuEpeWRTYgDgEN/FMMCcac1bwYalwhMvTL530siIiKiWBOKQPdjB+DrHn7y4mmyo/upw7DeH1poarLxKX409LfDoNahKC3yv2HH0+Gek/Aq/qD1fZ0NIYXivF0udD1+AMKjnDmmOHzoe6Uekl4N08K8mPQ7mbkb+9H99BEoNs+ZY7rKDGTfVgPZkPyXh72tjqA14fHD1z0IbcHEhwA1eSbkfX0h3Mf74O9zQ201Qlca+dj8/jcahgXiTnPuaodhehYMs3KiaZeIiIiIiIgo5ST/VQ8iGtXOhp4RgbjTjnUM4P26Lqysyp3grhLbib8rOPAHAWf70McZVcD8f5SRMzuxAi/a9NHruhB3z6h/RQwLxJ2r9jmByvUi6SdgCSEw2A2oDYDGNLHfi98tsPXbCty9w493HwR2/FTB6v9STWg/4yE3bfTAW55FP0GdBLa0PDuqMNxpJ94OPJkRABrfEph6ZdRfgoiIiCjlDB7pGRGIO83TZIfnpJ1bqZ7nz7Vb8ds9r6HDOTTtfW5uGX6w9FbMzCmJc2fDZepGDxll6kN7Xx3bTg0LxJ3LvvlkSoTihCKgDHgg6dSQdRN7Dqg4veh6/CDE4PAAo7uuD70vHEP2bTUT2s94kC3a4EUJUKWNUh9nkixBX5UZ9TrCr8C1tzNo3bG7naE4IiIiIiIiovNw/A9RiqvvDJJ2+lRdx+j1yebUBwI7f3Y2EAcAfceALd9SYG8KHoiJh7QiCdkzgxQloPSy0LdODcbVCQz2RNBcAml8U8Ebtyt49WYFL1+nYNsP/XB2TNx7eXKTGBGIO63jY8B2IrF+riJx08IiaFWB/6RYMjULU3NME9zR+PAEzhcP1YIPyyMiIiKa1M7dNjAQb+fIqUeT2ct1O/DDbU+fCcQBwN7ORtz91q/R5ghyYhEns3PLUJUxJWBNI6twdfnikNbxNAf/Y9rX4YLiCT6NLhkMbD+Ftv/4CK3/vhOnfrId3c8egX/AM/Ynxojjk44RgbjTXAe74Ot3T1gv48W0KA8IcglEX5Md11BcrAifAuENHB4FAMUVePtYIiIiIiIiosmMoTiiFFeUaRy1XjxGfbI5/CcFCJBR8g8CR/+aeOGlxd+SYTj/QWAJmP+PEtKKQgvFjbZ9p6wBNBO/w0jMNLym4KNfCDhODX0s/EDLFmDTAwq8jol5Pweao6uPt5Y+F9pto+zDG4I8ix6/+uxcaNXD/6woyzbiV5+ZG9XaiSRrRvBa9ozknqZIRERENF5UmaNPFVZnxneqcKL5/b43Ax7v9zjxp8ObJ7ibsf1i1V0jJsapJBn/uuJ2WI1jjDf/lGwOHliSdCpI6uS9fGnf0oy+l4/D3/dp8Mwv4NrTic5H9kP4ggecYmnUYKoC+INMcpwovt5B+O3RhQQ1uUZk3lAFyMPPyzT5RmSur4xq7UQh69RQ5wW/hqctiXxbViIiIiIiIqJUxe1TiVLcispslOeaUN/pGFErzDDgounWOHQF+D0CDa8LNG8S8LuBvMUSKq+XoM+KX7BEKAI9R4LXew4lXigurUTCuidknHhboLcW0GUCZZdLsJSE/jqWXS6h8c3A31vRGglqQ3KGfYQicOjJwN+Xo3VoK8zK9eP/vZkKoquPl021Hfj5G0dwpG1oKsO84gx8/+oaLCzNimi9q+cU4IKp2Xh5Tws67W7MKkzH5bPyoQkyQS4YxStw5Jmhfx9c3UBGBTDtsxKKL4r/jbCa22S8/y8jg7MqPVB9c3L+nhARERGNN0NNNmSLFoptZOhFnWeEbmpowalYUzx+OHa0wXWgCxAC+mlZMC+bAtmoiUs/ANDvdqC+vy1ofW9nwwR2E5oZ2cV488Yf4aW6D3GkpwV5xnTcULUcJZbckNcwLczD4KHugDXjAiskOTn/1hZeBfZNJwPWfO1OuPZ3wTh//K/JqLMMwYsSoMqKTzDVub8Ltrcb4escCu1pp1qQcXUFtIWRPZlnWpwPfXUmnHs64Hf6oCtOg35Gdtg/P4rHD/t7J+HY3Q7F4YW2KA1pq4tgmJEdUV+xZLm4GD3P1I44LunVMC8LPLWRiIiIiIiIaDJjKI4oxUmShIfvWIS7H/8ITT1nt6UpzDDgD3cugioOF5f9HoEtDyro2nf2WM8RgcY3BC76jQzTlPhc8JZkCRoz4A2yc4s2QR+61RiHAoWRyp0roeYOCYfPC5CllwPz7k/Omw/AUPDt3G1wz9exR6By/fj3UbxGwr7fC3j6R9Zy5gDpUyf+Nd7Z0IMvPLELPuXse77nZB9u37ATL39lBarz0iJaNzdNhy+sLI+qt20/UtC67ezHvbXAhz8RcPcpqFwf32DclKUSln5fwv4NZ6cPZlQB8/9RhqU0eX9XiIiIiMaTpJaR8/mZ6H7iIPznBOPUOQbk3DHKKN5xpLh96Hx4P7wtA2eOeZrscHzcDut9c+O21aJBrYVOpYHb7w1Yz9CZJrij0KTrTPj8zLURf75hZjbMywswsO3UsOOa4jSkryuLsrv48bY7oDiDb2npru+fkFCccYEVto0nINwjt1DV12RDnTH6NMfx4DrSg56nDw974MjTYEPnI/uQ99UFUEcY1FOl65C2ujjivoQi0PXYQXgazp7Ae07Y0P3kIWTeXA3TgryI144F41wrhFeB7e9N8H+67a22JA0Z11Zw6iYRERERERFRAAzFEU0ClVYz3vvmGrx7pAMNXQMoyTLhkhor1GFOcIqVhtfFsEDcaa4uYP8GgaXfj1+4pGydhGPPB54uVnpZ6oZeZt0to2i1QNNGAa8TyJ0LFK2SIKuT93tWGwFICLgdLjAUJpyQPgwSLvx3Gdt+oGDwnOEHGVXA0u/H53fwt+/VDQvEneby+vHwlnr8583x2fK0c68YFog714HHBKZeKaDSxfdnsvgiGUVrBOwnAVkNmAuS93eEiIiIaKJoC83I//ZiuA71wN87CHWuAfppWXGbADaw7dSwQNxp/u5B2N5pQub18dluUavS4Mqpi/Bi3faA9esrl05wRxMn49oKGOdb4dzXCeFVoK/MiGjKVyKRdKqo6rGiMmmQ/bkZ6Hn6MBTH2ZCettSCzBurJqSH89nfaQp4ri4G/Rj4oAUZ11RMfFMABo/0DAvEnSEA21uNMM6L/+RC06J8GBfkwdflgqSRGYYjIiIiIiIiGgVDcUSThEqWcOmMPADxfaoVAJo3Bd+GtGWrgPALSKrwLzJ22Aax5VgX1LKEi6ZZkR7BtjczPy+ha//QVqTnKr5YQumlyXsxPhQZFRIyKlLne9RnSrAuADp2B66XXDJx32v2DAlXPSujdTvg7BRIL5dgnRe/1/qjxp6IauOtbWfwfxu8dqD7IGBdMIENBSFJEiwl8e6CiIiIKLlIKhnG2TnxbgMA4NrXFby2vzPiUJyvbxDuun5IGgn6aVmQ9eFfdntw8Xoc6GrEsb7WYcdvmbYSF5fMiaivZKEtToO2OLKp1YlIk2uEpsgMb/PIACaACZkSd5q+IgNTvnMBXIe7oQx4oSk0Q1can3H4wi/gORlkRD8A9wnbBHYz3GBt8PNhf78H3lZHxNu7xpIkS9BYjfFug4iIiIiIiCjhMRRHRBMuyE4wAADFCwgxNOArHD9/4wg2bK0/M/1Kr5HxrXXTcfeFU8NaR2OWcPH/yGjeItC2E5A1Q9tfWhcOBWEoucz/qoxNDyhw9w4/Xn6NhLyFE/t+ymoJhSuB8H+6Y8+i18DpGbl1DgCkG8IPk8aKNMagBIl/tRARERFRDAifErzmDV4L+jmKQN/fjsOxsxX49NMlrQoZ15TDtDg/rLWy9Gl4/pp/xusNu/Bhay0Mai2uKl+MxfnxmehF0clcX4XODfshXMO3UU1bXTTh4SpJI8M4J3dCv2ZA8tDvhwhyThpJmDRmxpgCF8kDnEREREREREQUP7y9TEQTLm+hhJ5DgSdC5c5H2Ft2PrOzCb/bfHzYsUGvgp+8eggVVjNWV4d30VfWSChZK6FkbVifNuk5OwRqnxVo/VBAUgGFF0qY9lkJuoz4XTS2lEhY96iM+lcFug4IaEwSSi+TMOWCyX0he/2CQjy06XjA2vXzCie4m7OKVkk4/GTgfxsMOUD2zAluiIiIiIhSkr4qEwOdrqC1cA1sbYHjw+GT3YTHj94XjkGdZ4SuJLyJXDq1BuurlmF91bKwe5nMfN0u2Dc3Y/BYLyS1DMPsHKStLIJsiN/lT22hGfn/tAADO9rgOWmHyqSBcVEe9BUZcesp3iRJgnF+Lhw72gLWJ3KC3vkMs3Lg2N4asKbONUCTb5rgjoiIiIiIiIgoGgzFEdGEq1wvofFNAVfn8OOyBph5pxz2ek9saxy1Fm4oLlYGewUUL2C0pn4Ay9Em8O6XFQyes9NI7bMCLVsFLv6tDF165K+B4hVoelfg1AdDYamC5RKKL5ag0oa2pi5DQs3tqf8ehOP+NRXYVteFvc39w46vrMrB7UtL49QVkFEpoeJ6CcdfGh6Mk1TAvH+UIfOpfCIiIiKKAfPKQjj3dkBxDJ/eJWlkpK0tCXu9gW2nAhcE4Nh2KuxQXKz47R5AEVCl6+Ly9SeSt8OJjof2DpvIZn/3JAYP9SD3S3Mg6yK/BCq8fjg+6cDgkV5IKgmGmdkwzM4NeWqYyqJD+qXxO89KRJbLyuButMHX7hx23DArO66hOH1FBozzcuHcc94FK7WEjGsq4tMUEREREREREUWMoTgiClv7LoG6FxXYWwBzIVB5vYz8xaGHVfSZEi76jYwDjwo0bxJQfIB1/lAgLmd2+KGX+i5H0FrDKLXx0lcnsOe3Cjr3DH1sKQVm3SOjcGXqBnoO/VEMC8SdNtACHHteYNY9kX3vvkGBLQ8q6D5w9ljLVoH6VwVW/VKG2pC6r+lY6jrseOHjFtgGvVhUmoUrZ0+BVh1aqDRNr8Fz9y3DK3tb8d6RDsiyhMtn5mPdzDyoVeEHU2Npwddk5MxS0PCagKt7KChXfZOErJrJ+14TERER0XCuQ91w7GiFr9cNTa4B5hUF0JWHPnlLnalH7n1zYXv7BFyHugFFQF+dCculpdAWhLelpfD64e93B617uwJPpBtP7hM29L9WD0+THQCgmWJC+hVToa8OfwpesrC91Thii1IA8LY54NjRhrRVRRGtq7h86HxkH7ynzl5bcO3vgm5XO3LunAkpxHOwVOQ5NQDn3k4Itx+68nQYZuaEHhQ0aWD98jw4P+mA+/Rkvzm50E/PgjTGFqbjLfMz06CrzIRjVxsUpxfaojSYLywM+98GIiIiIiIiIoo/SYjA25QlM0mSmgsLCwubm5vj3QpRyjn2vII9vx3578bcL0mo/kz4F4OFEBAKopoAdemvNuNYx0DA2urqXDxx95KI1w6Xo03g719U4D2/HQm48N9lTFka3vdp7+5Cf2c7Mqz5MGdlx67RGHvpWj+89sA1Symw7nFVROsefkrBgT8E/n9qxp0SZn5+ct6A+N3m4/j5G0eGHavINeGZLy6F1aKPU1eJb0d9N3676Tg+PtGLdIMG6+cX4v6LKmDU8hkBovFQVFSElpaWFiFEZHehiZIYz0mJxo9t4wnYNjYNPygBmeurYFqSH/Z6Qhk634gmiHPq33dAsXkC1gxzc5F96/SI1w6Xt92Bjt/ugfAowwuyhNx7Z0NXlh7WerbODti6O5E1pRDG9MTc8lMoAi3f+wBQAp87akstsH5pbkRr971Wj4GtLQFr6VeXI+3CwojWTXb9bzbCvunksGOaAhNyvzAbslETp64S39aWQ9iw7y3s7zqBLL0ZN1Ytxz2zL4VWxdeMaDzwnJSIiIiIiHgXmIhC5rEJ7Hsk8EXm/RsESteJsLfJlCQJUmR5qTM+t6wU33/5YNDaRDr2VzEyEAcAAjj0pIIpS0P7Zl0Ddrz9u9/g+K4dEEKBJMuoumAFLrv3K9AZTbFtOhZGyVdHk70+8ffgn9y0UWDm5yNfO1ntb+4fEYgDgOOdDnz/5QP4/R2L4tBV4nvncDvufXI3/J/eKBtw+/D/3qvD9vpuPHvvUmjiPCGPiIiIiMbm6xuE7d2mkQUxFF4yzMuFrA3vBDMWU6nMy6bA9taJAIsD5qVTol4/HPYtLSMDcQCgCNjfOwndXaGF4gZ6e/DW736Nxr0fA0JAVqlRc+EarL3nPmh0y1cT2gAAIABJREFUCfggzmgnnlGclDo/6Qhe29MxKUNxg3W9IwJxAOA95UDfaw3Iurk6Dl0lvleO78S3tjwO8ekFFOeAG7/+5BXs7jiORy79CiSJ09GJiIiIiIiIYo13gIkoZKe2CyiBH36H4gVObYvP5Mnbl5bizuVlOPdehkYl4cF107C2Jm9Ce+naH/w16DkEKP7QXqOXf/lT1H20HUIM3cwQioKj27filf/785j0GWsFy4JfvC1YHvmFXe8ou9+OVktlz+0aefPhtI2HO9DrCPJLOsn97I0jZwJx59p9ohev72+NQ0dEREREFC7XwW4gQN4LAITbD/fR3olt6FNpq4thXJgHnHvqo5aRcW0FdFPDm8wWLXdjf/BaQ/DauYSi4IWf/RCNe3afCZQpfh8Obt6Itx76dUz6jCVJlqCflhW0rq+JfOq6cPuD1waD11KZY1d70JprXyeEN8gv6STmVxT8166XzgTizvV+yyG833IoDl0RERERERERpT5OiiOikAlfdPXxIkkSfnTtTNxz4VRsqu2AWiXjkpo85KbpJrwXzShD3FR6QAohitxSexgtRwJPvjux7xN0NNbDWlYeYYfjo+ZzElp3CHhsw48b84DqmyMPxeXOkXDyvcBBwtw5ES+b1Lod7qA1vyLQ5/Ii06SdwI4SX1O3E3VBtlgGgHePdOC6eZNvwgMRERFR0hnjISMRZPvM8SbJErJurkbamiK46/ogqWXoZ2RDZZr4LRFlvRrBolqSPrTLgA17d6PzREPA2tEPP0B/RxvSreFvVTueLJeVwt3QPyLEps4xwHxB5L1qyyxwH+sLWJvowGOiUAa8QWvCq0Bx+6DS8Jz0XEd6mtHmDB7afe/kPqwsmjmBHRERERERERFNDpwUR0Qhy1ssBQ91yUP1eCrOMuKOZWW4dUlJXAJxAFB6afDXoPQSKaTtMNrr66Kqx0NakYS1/yuj7HIJugxAnwVUXCfh4v+Roc+K/Odi2q0S5ADX0mUNMP3Wyflf2OzCjKC1LJMWBRkJuJVRnI31a6fiNjVERERESUE/LTN4US1BVxH8b+WJoMk1wrysAKbF+XEJxAGAcb41aM00Su1c7ceDn3MKoaC94XjYfY03bYEZ1vvnDm2ha1RDZdHCfGEhcu+bA9kY+XthuagECLDFrqRVwbxycj5Yoy00B62pMnRRvd6pSh7jnFMO5QlKIiIiIiIiIgobJ8URUciMVgmVN0g49vzIp+8rr5NgymewpPRSCae2CbRsHX7cUgrMuie018eYPvrT5mPV48VcKGHxt2P7M5BZJWHVL2Xs+52CnsOfHpsOzPkHGZnTJufP22cXF2PD1np0B9gm9Z4Lp0KnVsWhq8RWnGXEzAILDp6yBayvm5VYUy6IiIiIKDBNngnGBVY4P+4YUUtbVRS3IFoiMS+dgsEjPXDXDZ9upikyI+2i4pDWMKaPHi4cqx4vmjwTsm+ZHtM1deXpyLlzJvrfaIC31QFgaHpcxlXl0FiNMf1aycK0bAoGPmwNuLVs2uoiSAFChJPd9KwilKTlosneGbB+aen8Ce6IiIiIiIiIaHJgKI6IwjL3fgnmQqDuRYGBZsBcCFSul1BxPS96AoCkkrDsRzJObQNOvifg9wjkL5ZQeqkEtSG016hi0QXQp1kwaB8Z4DFlZqFs7sJYt53QcudIWPu/Kgz2DIUxo5k8Fy8em0D9qwIdnwio9EDJRRKKVkuQVOF/L1kmLZ76wgX49l/3YV9zPwAgTafGXRdOxf1rKmLdesr43lUzcOdjO+H2KcOOr5mWi0tq8uLUFRERERGFK/OmamjyTRjY0Qp/7yDUuUakXVgI02I+6AAAklpGzl2z4DrQBdfBLsAvoK/JgnGuFZImtGlU05avxOYn/wCve3BELXNKIQqnzYh12wlNX50JfXUm/DY3IEtQmZNva1C/3QPHjla4G22Q9SoY51uhn5Ed0jT786kz9Mi5Zxb6XqiDt20oKCgZ1LCsKYJ5WUGsW08JkiThny+4GV999/fwKsPDhFdOXYgLplTHqTMiIiIiIiKi1CYJMXLiU7KTJKm5sLCwsLm5Od6tEBFF5MS+PXj5v/4N3kHXmWNagxHrv/NDFE2fGcfOKFyONoFNDyhwtg8/XrgSWPZDOaJg3Gl1HQPod3kwPd8Ck44597EcOmXDI1vrsftEL9INGqyfX4jbl5ZCq+ZWNUTjoaioCC0tLS1CiKJ490I00XhOSkTJru6jD/Hqr38Bv9d75pghzYIb/+UnyCuvjGNnFC5vhxOdD++DMuAddty4wIrMm6sjCsadWbvNAcXth7bABEnDqeVj2dfZiMcObMSB7hPI0puxvnI5bq5eAZXMc1Ki8cBzUiIiIiIiYiiOiChBOW39OLj5HfS3tyFzSgFmrF4Lgzkt3m1NOn1OD96r7YBfAVZV5cBq0Yf1+dt/rKB5U+D/ay/4noSStbz4TUSpiTcgaDLjOSkRpYKB3h4c3LQR9u4uZBeXYMbKi6EzTs4tQ+PJ2d+Hhj27IUkSyuYthNGSHtbnd/5hP9zH+gLWsu+aCcO0rFi0SUSUcHhOSkREREREHCtDRJSgjJZ0LL7mhni3Malt2FqP/3y7FoPeoS03NSoJX1hZjm9fPj2kz/d7BFreDx4+b3pHoGRtTFqNG1ujgNcJpJcDan3ybW1LRERERESBmTOzcMH6z8S7jUlt+/PPYMeLf4bf5wMAqDQaLLvx1pDfF7/DC3dd4EAcALj2dCZ9KM7b5oDi8UNbYIbEKeBEREREREREdA6G4oiIiAJ4r7YDP33t8LBjXr/AQ5uOoyzbiM8uLhlzDcULCF/wus8VvJboemoFdv+ngr66oY81ZmDaLRJqbuNNCCIiIiIiomgd/mAztv3lT8OO+b1evP/sH5FZUIjqC1aMuYbw+IFRNglR3P5o24wbd30/el+qg6/DCQCQTWpYLi6BeUVhnDsjIiIiIiIiokTBO9dEREQBPLGtMWjtsQ+C186lMUnIqApet85Lzslqri6BLd88G4gDAO8AcGCDwLHnlfg1RkRERERElCI+efOV4LU3gtfOpcrQQZWtD1rXVYS3FWui8Ha50PXYgTOBOABQHD70vVIPx+72OHZGRERERERERImEoTgiIhqTw+3DR409ONJmi3crE6ahyxG01tgdvHa+mXfKQIDsmz4bKL82OUNx9a8IeAcC12qfExD+UUYRjKLH4UFjlwM+P4N1RERERER0luLywd3QD+85IahU19t6KnitLXjtXJIkwXJJacCaKksP08K8iHqLN8e2UxDewOeN9s0nI1+3rxd9ba0QCs9JiYiIiIiIiFIBt08looTl9Pjw9I4mvLa/FV6/glVVubhzRRmsacGfcg6Hd0Cg8W2B3lpAlwmUrZOQPjU5Q0qBtNsGoVPLyDBqI15DCIFfv3MMG7Y2YMA9tA9ozRQLfnHjbMwpyohVqwmpJMuIE92Bb7iUZBlDXqdguYQV/yrjwGMK+o8DkgxMWQ7MvU+GPjM5f956aoOH3lydwGAPYMgNfb2TPU788G8Hsam2A4oA8iw63Le6AnetmBqDbomIiIiIImP3uPDMkS3YeGIPFAisKZqF22rWIFNvjsn6focXzt3t8LY5oLJoYVyUD02OISZrx5sQAorNA0kjQzZqIl9HEeh/sxGO7WdDUJriNGTdVAVNnilW7SakjLx8tNkDP5iWbs0PeR3TfCskGbC90wRfhwtQSTDMykHGlVMh65Pz0rCn2R605utwQfH4IWtVIa/X3XIS7z76OzQd3AcIAUuuFUtvuAWzL74sFu0SERERERERUZwk55UPIkp5To8Ptz6yA3tP9p05dqDFhhc+bsHzX1qGoszQQ0mB2E4IbP6GgsHus8eOPicw78sSqm5M7iGabx1sw3+9XYuj7QOQJGBFRQ6+d3UNpudbwl7r4S31+O+Nx4YdO9xqwx1/2Im//9MqWC2xCSgmos8tK8PWY10Ba3csKwtrrYIVEgpWqODuF1BpAbUhOcNwpw2F+QIH42QNoAnjHuGA24dbHv4QLX2uM8fabW78+JVDEAK4+0IG44iIiIho4tncTtz2+n/hWN/ZiVwHuk7gb8d34umrvokcQ/jnV+fyNNvR9egBKE7fmWP2Lc3IvKEapkXJOb3rNOeeDtg2NsHX5QIkQD8tCxlXl0MdQeDP9vcTGNjSPOyY96QdnRv2I/8bi5I21BWKeZddhTfrjgaurbsqrLWMc60wzrXC7/AOBRXDCIwlItkc/OE/SaeCpA79uo6zvw/P/fif4ew/e/3J1tmBt3//G8gqFWauXhtVr0REREREREQUP8md/CCilPX0jqZhgbjT2myD+NXfA18UDseuXw4PxAEABLDntwL25si2fkwE7x3pwJee2o2j7UN7WwoBvF/XhVse/hCnzgkdhcLrV/DI1oaAtX6XF0/vbIq630R26Yw8PLhuGjSqswE2WQLuXF6G2y8oiWhNXbqU9IE4ACi7PPj3ULQmvO/xhY+bhwXizvXQ5uPwcitVIiIiIoqDxw++MywQd1qTvRO/3/tm1Ov3PFc7LBAHAFCA3hePwW/zRL1+vDj3dqDn2dqhQBwACGDwSA86Ht4Hv8Mb1lqKx4+BbYG3CVXsXjh2t0fbbkKbuXotFl93EyT57OVbWaXC0hs+i5oVqyNaU2XSJH0gDsCo274aF1ghyaGfk+7b+OawQNy5PnzhWQiRvNeIiIiIiIiIiCa71H2ckoiS2uv7W0et/eoz8yJe235SoPtgkKIATrwtMOvu5Awu/fqdY1ACXK/tc3rxxLZG/POVNSGv1W4bRNeAO2j9QEvgbVxSyZcvqsTNi4rwzuEO+BSBNdW5KA5j69RUlTtXwozPSTj0x+E/bOnlwLz7w/vd2dnQE7TWaXfjRLcTldbYbE9FRERERBSqNxs/HrX23aWfiXhtz0n70DaWgfgFnHs6kLaqKOL148m2MfDDU4rNA8fOVlguCv0BI1+XC8LtD1r3tgyE3V+yWfV/7sT8dVej/uOdACSUL1yMtKyceLcVd4aZ2TAvLxgRmtQWpyF9XVlYa7XUHgpa62trhbO/D6aMzEjaJCIiIiIiIqI4YyiOiBKSZ5TpUF6/gBACkhRZcM0zRpbL3R/RsnHn8SnYE2C63mkfjhI+CiTdoIFGJcHrD/xUdM4o25VEwu8RUGljF0Yc9PpxuNWGNL0alda0iNexpulx65LIJsOlspl3yShcJdC0UcDrBHLnAkWrJMjq8N7DdIMmaE2SAEsKb4dERERERInLq/iC1jyj1EIx1sS0ERPkkoR/wANfZ/AJ5e76fuCi0NdTmTWABCDIoK7RttCMhPApYW27ORbF7Ye33QHZoIYmN/KHq9KyczD30itj1leqyLi2Asb5Vjj3dUJ4FegrM6CfkR3WlDgA0JmCP4Qlq1TQ6HTRtkpEREREREREccI7zUSUkFZV5QadRLaqKifiQBwAWMoAtQHwBblWnx36MLWEopYlGDQquLyBn6QPN1yUptfgillT8Le9gberuXlRcdg9ns/vETj8lED9qwLuXsBcCFTfLKHiuuhuRPzvpjr8fnM9+l1DN5tmFVrws/VzMLsoPeqe6ayMCgkZFdEFGW9YUIg/7Qg8TWJFRQ6sFn1U6xMRERERReLCwhl45siWgLWVhTOiWltbaAZUEhDkASRtceQP9cSTpFEBsoSA48sByGGek6osOuirMzFY2xvgiwGmRcG30AyV4vHDtvEEnLvaoTh9UFuNSFtdNOr2nGMRioBt4wkMfHDqzKQ7bUkaMm+sgibPFHXPdJa2OC3q35cZqy5C7bbAv+uVi5ZCa+C0eCIiIiIiIqJkFbvHH4mIYujOFWXIDxCG0WtkPHBJdVRra0wSKtcHDvKYCoDii5Nz61RZlnDt3IKg9evmFYa95g+vmYHp+SMvMD+4bhoWlka/fciHP1Zw+MmhQBwADLQAH/+3wIFHg08KHMuj7zfgP96sPROIA4a2er39DzvQbhuMtmWKsYWlWfiH1eUjjudZdPjX62fFoSMiIiIiIuCeWZchUzdygpRZo8d9c6+Iam1VmjZooEuTb4K+Jiuq9eNF1qlgmBG8d+N8a9hrZqyvgjrHMPygNDQlTGONLqwkhED34wcxsKXlzHQ+X4cTvX85CvvWlojXtb/bBPu7J4dt/eppsqPzkf1QnKNPCaSJVz5/MeasvXzE8XRrHtZ8/otx6IiIiIiIiIiIYkUSIsgeBElMkqTmwsLCwubm5ni3QkRRaO514ld/P4rX97fC6xdYVZWDBy6pxtzijKjXForAwccE6l4U8DoASEDeImDRN2QY85IzFAcAnXY3Pvv77ajvcgw7ftmMPDx0+0KowtxGBAC8fgVvH2zHzoZupOk1uH5+QVTbkZ7WfUjg3S8HDr+pdMDVf5GhTQuvX78isOLn76ItSPjtq2ur8PVLowtV0vjY2dCDFz9pRp/Ti4Wlmbh5YTHSjcG3ViWixFdUVISWlpYWIURRvHshmmg8JyVKDQ397fifT17FxqY9EEJgTdFsfGX+1ZiWFf4DR+cTfgX9bzTCsbMVwqMAEqCvyUbm+kqo0mK7LehE8vUOovP3++Dvcw87blxgRebN1RFNfRc+Bc79XfA02SAbNTAtsEKdbRj7E8cwWNuDrscOBqxJBjUK/mXJ0PS7cHr1+nHq33dCuAJvgZt+dTnSLoz+54di78S+PTj8wSZ4XE4Uz5iNmavXckocUZLjOSkRERERETEUR0RJQQgR1ZapwfhcAgMtgC4dMOQmbxjuXANuH174uBlbjnZCp1HhmjlTcNmMfMgRBOLG06E/Kjj4WPD/g1b8VEbBivB6busfxNKfvRO0ftG0XDx215Kw1kx17j6BhjcE+uoAQzZQdoWE9KmJ9bNCRMmJNyBoMuM5KVHqGa9zUsXtg697EKo0bVKH4c6luHxw7GqD+3g/JJ0KxvlW6KdljsvrF42+V+sx8H7wiXC5986Brjw9rDW9bQ60//fHQeuGebnIvmV6WGumOr/NA8dHbfB2OKHO0MG4OB+a86cDEhFFgOekRERERESkjncDREShGK+L52qDhIzKyD//VJ8L/73xKN7Y3wa3X8Gqqlw8cEkVZhWGd+E8lsw6NT63rAyfW1YWtx5CIY8xBEyO4H5Qml4NrUqGxx94Al2WSRf+ogmowzaIv+09dWaq2urq3IhCjz21Alu/pcBjO3vs6F8FFnxNQsW13GGdiIiIiOi08TonlXVqaAtGbtMaKl+3C7aNTXAd7AIEoJ+eBcslJdDkmWLYZXhkgxppK4uQtjKxMwiSevRzHkkT/jmRbNIAEoAgz3+pTKkxDdvW1YEjH2yBd9CFoprZKJk9N6LfEXd9P7oePwjhObvVrH1rC7I+Uw3jvPC32yUiIiIiIiIiOhdDcUREEeoacOOmh7bhVP/ZrTo3Hm7HB3VdeO4flmF2UfyCccmgaLWE/RsEECC/pssErPPCX9OkU+PK2fl4ac+pgPXPLErsmzKheO6jk/juS/vh9Z+9yzK7MB1P3L0EWabwkoQf/Wx4IA4AoACf/FpgylIBozWxJjkQEREREdFZvt5BdDy0F8qA98wx1/4uDB7rhfX+edBYufXjaAxzcmDfdDJgTZWlh6Yo/LCiKk0L/bQsDB7pCVg3LswLe81Es/u1l7H5qT9AKKdP5v+Mwukzsf7bP4TOGPrPnFAEev5cOywQBwBQBHqePwZ9dSZkY2qECImIiIiIiIgoPjgGhogoQk9saxwWiDvN5fXjvzcejUNHycVcIGHm50aGriQVsOBrMmRNZIGs7189A9Pz00Yc/+rFlbigPDuiNRNFXccAvvPCvmGBOADY39KP7798IKy1emsFbCcC14QCNG1Mve3ViYiIiIhSiX1L87BA3Gli0A/7e4HDXnSWtsAM84WFIwtqGZnXV0Y8HTBjfSXU52//KQHpV02NaipgImitq8WmPz5yTiBuSMuRg9jy1KNhreWu74O/3x246FPg3NcVaZtERERERERERAA4KY6IKGKbajuD1452QggxblvspIoZn5eRVSNQ/6oCZweQPlVC5XoJmdWRv27ZZh1e+ccL8caBNuyo74ZZr8b18wpRM8USw87j47ldJ6EEyaq9daANPQ5PyNPi3OdPiDvPiAlyRERERESUUAZre0epBZ5URsNlXF0O3dR0OD5qg3/AMxSUW1EQ1faz6nQd8r62AM59nfA02SAbNTDOt6bE5L7977wVtHbo/few5s4vQqPVhbSW4vSNXneNDHwSEREREREREYWDoTgiogipVcGDW2pZCjsQ19rvwjM7T6Kuw44p6QbcuqQYldaRE89STf4SCflLVDFdU6OSce3cAlw7tyCm68ZbW4DJhKf5FIGuAXfIobjMakDWAEqQ+wzZMxnoJCIiIiJKZNIo56QYrRaEr9sFx0dt8HW5oMo2wLwkH+psw9ifmOQMM7NhmBnbqeKSRoZpYR5MKbBd6rnsPd1Baz63G4MDdmiyQgvFaYvTAAlAkAe/tCXJ/2AbEREREREREcUXQ3FERBG6YlY+PmnqC1i7cvaUsNbadrwLX3hiF5we/5ljj29rxC9unIObFhZF1Seljmn5acDewDWzTo2izNBvWOnSJZRfI6HuhZF3INLLgYLlkXZJREREREQTwTArJ+g2qYZZOWGt5TrUje6nDwO+s+cHA++3IPvW6WGvRakrt6QMjXt2B6wZ0zNgSs8MeS11ph7G+VY4P+4YUdOWWqCvyIi4TyIiIiIiIiIiAJDj3QARUbK67YJSzCoc+eRybpoO/3RJdcjr+BWBbzy3d1gg7vTxf3lxP3ocnqh7pdTw2cXFsOgD59lvu6AERm14Wfd590uY/n8kqD/dGUiSgcKVwKpfyqNPnSAiIiIiorhLW1kItXXkgzGqTB0sF5WEvI7w+tH7/NFhgTgAgF+g5y9HoZx3rkqT19xLr4BaF3gS3IIrroWsCm8KfOYNVTAvL4Ck/fQStUqCYV4ucj4/I9pWiYiIiIiIiIg4KY6IKFImnRrP3rsMT24/gdf3t8LjU7B6Wi7uXjEV+en6kNfZfrwbrUG2xfT4FLy27xTuWFYWo64p3vxugb7jgMYIWMrCC57lmHV44u4l+Ppze9HQ5QAAaFQSPru4GA+umxZ2L5JKwuwvSqi5Q8DRCugzAV0Gw3BERERERMlANmpgvW8uBra3wnWgCxCAviYL5hUFUJm1Ia/jOtIDxekLWBNuPwYPdcM4zxqrtinOFLcf3nYHZIMamlxjWJ+bbs3H+m/9AG/97tewdQ5NeFNpNJh/+TVYcv3NYfciqWVkXFsBy7pS+PvcUKVpIRs1Ya9DRERERERERBQIQ3FERFEw69T40poKfGlNRcRr2Aa9o9b7XaPXafx4/QpOdDth0athtYQedAzmyDMKjjwj4LUPfZxRCSz8hoys6aEH0eaXZOLdb6zGx0196HN6MLsoHda06HpT6yWkT41qCSIiIiIiigPZqIFlbQksa0OfDHc+xRU4EBdqncaP8Cnw9QxCNqrDCjoGXEsI2DY2YeD9Fgj30PQ/bXEaMm+sgibfFPI6JbPm4gu/2YCW2kPwuFyYUjUNhrSRU/TDIevUkPN4mZqIiIiIiIiIYotXG4iI4mxecQZUsgS/IgLWF5ZmTXBHBACPfdCAhzYdR4fdDUkCVlTk4CfXzUR5rjmi9epeVLD/4eHvcV8dsOVBBeselWHIDT0YJ0kSFpZmRtQHERERERHRuXSloweatGPUKfaEELBvbsbA1mYoDh8gAfppWci4vhLqjMDbl47F/u5J2N9pGnbMc9KOzg37kf/1hWFNaJNkGUU1syLqg4iIiIiIiIhoosjxboCIaLIryDDgxgWFAWtLyrKwrCJ7gjuKjggS7ksmT2xrxI9fOYQOuxsAIATwfl0Xbn3kQ/Q7w5/cJxSB2j8Hfl28A8DxvyX/a0ZERERERMlJk2eCYWbg8059TRa0BZE9GBQvqXBOan/3JGxvNg4F4gBAAINHetD5yD4Irz/s9YRXwcAHLQFryoAXjl3t0bRLRERERERERJSQOCmOiCgB/Nv62cg0avH0jibY3T5o1TKumVOAH147I2Zfw+Xx47X9rWjudaI814zLZ+ZDq45NNloIgWN/Fah7UcBxCjBNASrXS6i6SYIkhT4BLRH4/Aoe2nQ8YK3d5sZzu07ii6vKw1pzsBdwjnKPoac2+W/aEBERERFR8sq6ZTr6Xq+Hc3c7hEeBpJFhXGBF+lXhnfuMRhn0wbWvC36bG5p8E/Q12ZBUsTlfFH4B+5ZmOD5shb/fDXWuAeYVhTAvnRKT9SeS8Pph3xo4wObvHoRzTydMi/PDWtPXOwjFGXwbXE+zPaz1iIiIiIiIiIiSAUNxREQJQKOS8c9X1uCBS6rR2u9CTpoOFn3oW5eMZfeJXnzxj7vQ4/CcOVaQrscTdy9BVV5a1Ot/8huB4y+dDXY5WoG9/ysw0AIseCC5QnGn+gbRZhsMWt99ohdfDHNNjQmQNYASZMicLiO5XiMiIiIiIkotkkZG5nWVSL98Kvw2N1QWLWRd7C4bDh7rRfefDkMMnp1yps7WI+fuWVBnG6Jev+cvtXDt6Tzzsa/Thb6X6uDvdyN9XVnU608kb7sTYjB4gM19whZ2KE42qgEJQJDnsVRmbVjrERERERERERElA26fSkSUQAxaFcpzzTENxLl9fvzDk8MDcQBwqn8Q9z21G0JEN6XM0SaCbv95/BUBR9v4TUFTxmFbHLNeDXmUjFq6Ifz3Rq2XUHxR8EWnXsFQHBERERERxZ+sU0GTa4xpIE4Z9KH7qeGBOADwdQ+i59naqNf3tDqGBeLOZd/aDP+AJ2AtFhShxHxN2TD6az9WPRCVWQv99KygdePCvLDXJCIiIiIiIiJKdAzFERGluLcPtqMryE2A450O7GjoiWr99l0CCHYfQAHaP4ptcE0Igcc/aMDH4rONAAAOZUlEQVSaX76H8n95HSt+/i5+t/k4/DEKyGWZtLhomjVo/YYFhRGtO/d+CekBdh6afpsE63yG4oiIiIiIKDU593RCuP0Ba56TdnhODUS1vvtob/CiT8Bd3x/V+ufzKwo27H8bF//lu5jx+Jex7vkf4MlD70X9wNlp6mwDtGWWoHXjgsgCbJnXV0KdM3IqX/oVZdAWmiNak4iIiIiIiIgokXH7VCKiFHeqzxVVfSzyGIPTxqqH699eO4wN7zec+bilz4Wfv3EExzsG8Mub58bka/zo2pk40mZHy3mvzb2rynFBeXZEa+rSJVzyexnNWwQ69wAaI1ByiYSMSgbiiIiIiIgodfn73KPX+91AQRShLPXo51SSKrbPBP9g25/w12Pbznx8wt6Jf9vxHFoGuvGdJTfF5Gtk3lCFzkf2QbF7hx23XFYK7RRTRGuq0nXI+9oCOPd1wtNkg2xQw7ggDxqrMRYtExERERERERElHIbiiIhSXHV+2qj1aWPUx1KwTIKsFVACDKOTtUDB8tiFvtptg3h8W2PA2vMfN+O+NRWoyI3+CffiLCPefGAlXvi4BR819sBi0GD9/EIsLgu+3UwoZLWEkosllFwcdYtERERERERJQZM/SuhKQtShLMPMHPS/Vh9wgrmkV0NXlRHV+ueq72/DC8e2B6w9deg93DXrEuQZo/96GqsR+f+0EI5d7fA02yGbNDAtzIO2KLrzd0kjw7QwDyZul0pEREREREREkwBDcUREKW51VS6qrGYc6xi5Jc3S8izMLEiPan2tRcLc+yR88puRW8XM+QcJWkvsQnEf1HXBF2SbVCGALUc7YxKKA4A0vQafX16Gzy8vi8l6REREREREk5FhVg5UGY0BJ8bpa7Khzh65pWc41Bk6WNaWwvb3E8MLEpBxTTlkrSqq9c/1QcthCAQ+J/UJBdtPHcH1lUtj8rVkowZpq4pishYRERERERER0WTEUBwRUYqTZQmP3bUYX3n6E+w52Xfm+MqqHPz6lvkx+RqV62VYygTqXlIw0AKYC4HK62VY58d2a1CtevRtb8aqExERERER0cSS1DJy7pmFnqePwNvq+PQgoJ+ehazPVMfka1jWlkBTZIbjw1b4+9xQW40wLy+ArtQSk/VP06pGv5SqlXmplYiIiIiIiIgoUfBKDRHRJFCUacRLX16BAy39aO51oiLXjKq86LZdOZ91vgTr/Ng9gR/I6upcmLQqODz+ETWNSsJlM/LH9esTERERERFR+DS5RuR9bQE8J+3w97uhzjdBkxPdhLjzGaZlwTAtK6Zrnm9tyVz89MM/w6uMPCc1qnVYVTxrXL8+ERERERERERGFjiN1iIgmkVmF6bh81pSYB+ImSppeg+9dPQNSgAF037xsGnLTdBPfFBEREREREYVEW5wGw6ycmAfiJkqOwYIHFlw34rgECd9ZchPMGn0cuiIiIiIiIiIiokA4KY6IiJLKrUtKUJFrxhPbG1Hf6UBxpgF3LCvFyqrceLdGREREREREKe6e2ZdielYRnjmyGc0D3SizWHF7zRosyq+Kd2tERERERERERHQOhuKIiCjpLJmahSVTx3dbHCIiIiIiIqJAVhTWYEVhTbzbICIiIiIiIiKiUXD7VCIiIiIiIiIiIiIiIiIiIiIiIkoZDMURERERERERERERERERERERERFRymAojoiIiIiIiIiIiIiIiIiIiIiIiFIGQ3FERERERERERERERERERERERESUMhiKIyIiIiIiIiIiIiIiIiIiIiIiopTBUBwRERERERERERERERERERERERGlDIbiiIiIiIiIiIiIiIiIiIiIiIiIKGUwFEdEREREREREREREREREREREREQpg6E4IiIiIiIiIiIiIiIiIiIiIiIiShkMxREREREREREREREREREREREREVHKYCiOiIiIiIiIiIiIiIiIiIiIiIiIUgZDcURERERERERERERERERERERERJQyGIojIiIiIiIiIiIiIiIiIiIiIiKilMFQHBEREREREREREREREREREREREaUMhuKIiIiIiIiIiIiIiIiIiIiIiIgoZTAUR0RERERERERERERERERERERERCmDoTgiIiIiIiIiIiIiIiIiIiIiIiJKGQzFERERERERERERERERERERERERUcpgKI6IiIiIiIiIiIiIiIiIiIiIiIhSBkNxRERERERERERERERERERERERElDIYiiMiIiIiIiIiIiIiIiIiIiIiIqKUwVAcERERERERERERERERERERERERpQyG4oiIiIiIiIiIiOj/t3d/oZaVZRyAf+/oOEMqhKExNI1DfyCjhCCkCIUkTLMmQywoMxFChaAg6SIIi6668MqIQgmykrDIG6kbm6SxQLPBcsLsZsywwaRGp1FzZpy3i7OGtocze8+eGWdz1nkeWOzvW99a33n3uTm8rN8+GwAAAABGQygOAAAAAAAAAACA0RCKAwAAAAAAAAAAYDSE4gAAAAAAAAAAABgNoTgAAAAAAAAAAABGQygOAAAAAAAAAACA0RCKAwAAAAAAAAAAYDSquxddw0lXVQfWrVu3ftOmTYsuBQAA1qQ9e/bk8OHDB7v7jEXXAqeanhQAABZLTwoAAIw1FPdCkvVJ/rnoWgAAYI06L8nB7j5z0YXAqaYnBQCAhdOTAgDAGjfKUBwAAAAAAAAAAABr07pFFwAAAAAAAAAAAAAni1AcAAAAAAAAAAAAoyEUBwAAAAAAAAAAwGgIxQEAAAAAAAAAADAaQnEAAAAAAAAAAACMhlAcAAAAAAAAAAAAoyEUBwAAAAAAAAAAwGgIxQFwTKqqh+OBRddyIqrq3VV1qKqeW3QtAAAAHBs9KQAAAADzEIoDYM2oqjOT/CjJaYuuBQAAgLVFTwoAAABw6gjFAbAmVNXGJD9PcuGiawEAAGBt0ZMCAAAAnFpCcQCMXlVtTvLrJJctuhYAAADWFj0pAAAAwKknFAfAqFXVVUl2JnnfomsBAABgbdGTAgAAACyGUBwAo1RVb6mq7UnuTXLucPrOJE8vrioAAADWAj0pAAAAwGIJxQFwXKrq8qr6ZVX9q6perKrHq+q2qjr/GO+/qKruqKpdVfWfqtpfVY8Ne2xZ4fqtVdXDcVNVvbmq7q2qfcPxx6q6YeKWS5J8cBjvTXJdd38+yaETfvMAAAAslJ4UAAAAgGlOX3QBAKw+VfWtJF9Zdvodw3FzVd3U3Xcd5d4NSb6T5IYVlt81HDdW1fXd/bOjlHBekt8l2Txx7sIk+5ZddzDJHUm+3t3PTnlLAAAArBJ6UgAAAABmqe5edA0ArAJVdeQPxoEkZyR5JcldSbYn2ZDkqiQfHa45nORj3f2LFfa5L8mVw/T5JN9P8ockZyW5IsnHh7VDST7Q3Q8P921NsntY+2+SjUnuS/LTJOck2Zbk8u4+MFz/9iQvdPc/lv38J5Ocn+T57n793L8IAAAATjk9KQAAAADzEIoD4JhMPIBIkheSfKS7f7PsmhuTfHeYPpXkbd19cGL900l+PEx3Jbmsu/cs2+MLSW4fpju6+5Lh/Nb8/wFEktzT3Z86jvfxZDyAAAAAWFX0pAAAAADMY92iCwBgVbpl+cOHJOnu7yW5e5huydIn9V913/D6SpJrlj98GPb4dpIHh+nFVbXlKDV8c+6qAQAAGAM9KQAAAABTCcUBMK9/Z+nrZY7m9onxtiODqtqc5D3D9P7u/suUPW5N8uUsffXN3hXW93b3rmMrFwAAgBHRkwIAAAAw0+mLLgCAVefB7j4wZf2RJC8n2ZDkoonzk+Md035Ad29Psn3KJU/MKhIAAIBR0pMCAAAAMJP/FAfAvHZPW+zuQ0meHqabJpbeODH+2wnW8NwJ3g8AAMDqpCcFAAAAYCahOADm9eIc12ycOHfOxPilE6zh5RO8HwAAgNVJTwoAAADATEJxAMxr4+xLctbwOvnp+ckHF687eeUAAACwhuhJAQAAAJhJKA6AeW2etlhVG5K8aZj+fWLpmYnxlhl7nF1Vl1bV1qo67fjKBAAAYIT0pAAAAADMJBQHwLwumrF+cZL1w/ihifOPTIzfP2OPS5P8KsnuJF+cqzoAAADGTE8KAAAAwExCcQDM6/yq2jZl/ZaJ8T1HBt391yRPDNPLquqtU/a4dmJ8//wlAgAAMFJ6UgAAAABmEooD4HjcUVUXLD9ZVd9I8uFh+lB3P7DsktuG1/VJflJV56ywx2eTXD1Md3T3n05OyQAAAIyEnhQAAACAqU5fdAEArDrPJjkvycNVdWeS3yc5O8lnsvQ1NUmyL8l1K9x7Z5JPJLkiyXuTPD7s8ViSc7P08OLK4dr9SW5+jd4DAAAAq5OeFAAAAICZhOIAmNcPk7whyeeSfGmF9aeTbBu+muZVurur6uokP0hyTZYeZHx1hT2eSXJNd//5pFUNAADAGOhJAQAAAJjJ16cCMK/u7uuTXJvkt1n6BP7+JI8m+VqSC7p755SbX+ruTyb5UJK7kzyV5OVhj51Jbk3yzu7e8Vq+CQAAAFYlPSkAAAAAM1V3L7oGAAAAAAAAAAAAOCn8pzgAAAAAAAAAAABGQygOAAAAAAAAAACA0RCKAwAAAAAAAAAAYDSE4gAAAAAAAAAAABgNoTgAAAAAAAAAAABGQygOAAAAAAAAAACA0RCKAwAAAAAAAAAAYDSE4gAAAAAAAAAAABgNoTgAAAAAAAAAAABGQygOAAAAAAAAAACA0RCKAwAAAAAAAAAAYDSE4gAAAAAAAAAAABgNoTgAAAAAAAAAAABGQygOAAAAAAAAAACA0RCKAwAAAAAAAAAAYDSE4gAAAAAAAAAAABgNoTgAAAAAAAAAAABGQygOAAAAAAAAAACA0RCKAwAAAAAAAAAAYDSE4gAAAAAAAAAAABgNoTgAAAAAAAAAAABG439XovD2DF4x8wAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 422, + "width": 1250 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "ddl.pl.clone_network(adata, color = ['status', 'vdj_status'], ncols = 2, legend_fontoutline=3, edges_width = 1, size = 50)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "By specifying full_graph = False, you will transfer the graph of only expanded clones (> 1 cell in a clone)." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transferring network\n", + "converting matrices\n", + "Updating anndata slots\n", + " finished: updated `.obs` with `.metadata`\n", + "added to `.uns['neighbors']` and `.obsp`\n", + " 'distances', cluster-weighted adjacency matrix\n", + " 'connectivities', cluster-weighted adjacency matrix (0:00:19)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "... storing 'sample_id' as categorical\n", + "... storing 'clone_id' as categorical\n", + "... storing 'clone_id_group' as categorical\n", + "... storing 'isotype' as categorical\n", + "... storing 'lightchain' as categorical\n", + "... storing 'status' as categorical\n", + "... storing 'vdj_status' as categorical\n", + "... storing 'productive' as categorical\n", + "... storing 'umi_counts_light' as categorical\n", + "... storing 'v_call_heavy' as categorical\n", + "... storing 'v_call_light' as categorical\n", + "... storing 'j_call_heavy' as categorical\n", + "... storing 'j_call_light' as categorical\n", + "... storing 'c_call_heavy' as categorical\n", + "... storing 'c_call_light' as categorical\n", + "... storing 'changeo_clone_id' as categorical\n", + "... storing 'junction_aa_heavy' as categorical\n", + "... storing 'junction_aa_light' as categorical\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "name": "stderr", "output_type": "stream", "text": [ - "Generating network\n" + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Calculating distances... : 100%|██████████| 4/4 [00:05<00:00, 1.28s/it]\n", - "Generating edge list : 100%|██████████| 7/7 [00:00<00:00, 188.06it/s]\n", - "Linking edges : 100%|██████████| 854/854 [00:00<00:00, 996.06it/s] \n" + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" ] }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "generating network layout\n", - " finished: Updated Dandelion object: \n", - " 'data', contig-indexed clone table\n", - " 'metadata', cell-indexed clone table\n", - " 'distance', heavy and light chain distance matrices\n", - " 'edges', network edges\n", - " 'layout', network layout\n", - " 'graph', network (0:00:11)\n" - ] - } - ], - "source": [ - "ddl.tl.generate_network(vdj)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "##### check the newly re-initialized Dandelion object" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", - " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id'\n", - " distance: 'heavy', 'light_0', 'light_1', 'light_2'\n", - " edges: 'source', 'target', 'weight'\n", - " layout: layout for 870 vertices, layout for 23 vertices\n", - " graph: networkx graph of 870 vertices, networkx graph of 23 vertices " - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vdj" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The graph/network can be accessed through the `.graph` slot as an `networkx` graph object if you want to extract the data for network statistics or make any changes to the network.\n", - "\n", - "### *update_metadata*\n", - "Lastly, before continuing, the `.metadata` slot in Dandelion class automatically initializes whenever the `.data` slot is filled. However, it only returns a standard number of columns that are pre-specified. To retrieve other columns in the `.data` slot, we can update the metadata with `ddl.update_metadata` and specify the option `retrieve`. you can also pass `collapse = True` and `split_heavy_light = False` if the two columns can be reasonably combined for that cell/barcode." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "scrolled": true - }, - "outputs": [ { "data": { + "image/png": "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\n", "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", - " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id'\n", - " distance: 'heavy', 'light_0', 'light_1', 'light_2'\n", - " edges: 'source', 'target', 'weight'\n", - " layout: layout for 870 vertices, layout for 23 vertices\n", - " graph: networkx graph of 870 vertices, networkx graph of 23 vertices " + "
" ] }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# for example:\n", - "ddl.update_metadata(vdj) # only updates row entries if an existing .data and .metadata slot exists. Should retain existing columns\n", - "vdj" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dandelion class object with n_obs = 870 and n_contigs = 1761\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", - " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id', 'junction_aa_heavy', 'junction_aa_light'\n", - " distance: 'heavy', 'light_0', 'light_1', 'light_2'\n", - " edges: 'source', 'target', 'weight'\n", - " layout: layout for 870 vertices, layout for 23 vertices\n", - " graph: networkx graph of 870 vertices, networkx graph of 23 vertices " - ] + "metadata": { + "image/png": { + "height": 417, + "width": 409 + } }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "ddl.update_metadata(vdj, retrieve = 'junction_aa')\n", - "vdj" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note the additional columns in the metadata slot." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Integration with scanpy\n", - "The results can also be ported into the `AnnData` object for access to more plotting functions provided through `scanpy`." + "ddl.tl.transfer(adata, vdj, full_graph=False)\n", + "edgeweights = [2/(e+1) for e in ddl.tl.extract_edge_weights(vdj)] # add 1 to each edge weight (e) so that distance of 0 becomes the thickest edge\n", + "ddl.pl.clone_network(adata, color = ['clone_id_by_size'], ncols = 2, legend_loc = 'on data', legend_fontoutline=3, edges_width = edgeweights, size = 200)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "#### *tl.transfer*\n", + "### Calculating mutational load\n", + "To calculate mutational load, I've ported the functions from immcantation suite's changeo and shazam to work with the `dandelion` class object.\n", "\n", - "To proceed, we first need to initialise the `AnnData` object with our network. This is done by using the tool function `tl.transfer`." + "This can be run immediately after `pp.reassign_alleles` in notebook-1 because the required germline columns should be present in the genotyped `.tsv` file. I would reccomend to run this after TIgGER, after the v_calls were corrected." ] }, { "cell_type": "code", - "execution_count": 22, - "metadata": { - "scrolled": true - }, + "execution_count": 27, + "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Transferring network\n", - "converting matrices\n", - "Updating anndata slots\n", - " finished: updated `.obs` with `.metadata`\n", - "added to `.uns['neighbors']` and `.obsp`\n", - " 'distances', cluster-weighted adjacency matrix\n", - " 'connectivities', cluster-weighted adjacency matrix (0:00:22)\n" - ] - }, { "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sequence_idsequencerev_compproductivev_calld_callj_callsequence_alignmentgermline_alignmentjunction...c_identityc_supportc_call_10xsample_idv_call_genotypedgermline_alignment_d_maskmu_freqduplicate_countclone_idchangeo_clone_id
sequence_id
sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1CTGGGCCTCAGGAAGCAGCATCGGAGGTGCCTCAGCCATGGCATGG...FTIGLV3-1*01NaNIGLJ2*01,IGLJ3*01TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG...TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG...TGTCAGGCGTGGGACAGCAGCAATGTGGTATTC...100.01.000000e-111IGLC2sc5p_v2_hs_PBMC_1kIGLV3-1*01TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG...0.0094340169_7_248_0
sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2AGCTCTGGGAGAGGAGCCCCAGCCTTGGGATTCCCAAGTGTTTTCA...FTIGHV3-15*01IGHD4-23*01IGHJ4*02GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG...GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG...TGTACCACAGAAGCTTTAGACTACGGTGCTAACTCGCGATCCCCGA......100.07.000000e-34IGHMsc5p_v2_hs_PBMC_1kIGHV3-15*01NaN0.0000000169_7_248_0
sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCAT...FTIGKV3-20*01NaNIGKJ3*01GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG...GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG...TGTCAGCAGTATGGTAGCTCACCTCCATTCACTTTC...100.05.000000e-70IGKCsc5p_v2_hs_PBMC_1kIGKV3-20*01GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG...0.000000055_6_180_1
sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCA...FTIGHV3-30*02,IGHV3-30-5*02IGHD1-26*01IGHJ6*02CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG...CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG...TGTGCGAAAGATACTGAAGTGGGAGCGAGCCGATACTACTACTACT......100.07.000000e-34IGHMsc5p_v2_hs_PBMC_1kIGHV3-30*02,IGHV3-30-5*02NaN0.000000055_6_180_1
sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1GAGCTACAACAGGCAGGCAGGGGCAGCAAGATGGTGTTGCAGACCC...FTIGKV4-1*01NaNIGKJ5*01GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG...GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG...TGTCAGCAATATTATAGTACTCCGATCACCTTC...100.05.000000e-70IGKCsc5p_v2_hs_PBMC_1kIGKV4-1*01GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG...0.0000000138_3_5196_2
..................................................................
sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCG...FTIGKV1-8*01NaNIGKJ4*01GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG...GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG...TGTCAACAGTATTATAGTTACCCTCTCACTTTC...100.05.000000e-70IGKCsc5p_v2_hs_PBMC_10kIGKV1-8*01GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG...0.0000000132_6_1757_447
sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1ACAACCACACCCCTCCTAAGAAGAAGCCCCTAGACCACAGCTCCAC...FTIGHV7-4-1*02IGHD3-10*01IGHJ5*02CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG...CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG...TGTGCGAGAGTTTTTAGACGCTATGGTTCGGGGAGTTATTATAACC......100.07.000000e-34IGHMsc5p_v2_hs_PBMC_10kIGHV7-4-1*02NaN0.000000082_2_1432_448
sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC...FTIGKV3-11*01NaNIGKJ5*01GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...TGTCAGCAGCGTAGCAACTGGCTCACCTTC...100.05.000000e-70IGKCsc5p_v2_hs_PBMC_10kIGKV3-11*01GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...0.000000082_2_1432_448
sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1GAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTG...FTIGHV3-21*01IGHD4-17*01IGHJ2*01GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG...GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG...TGTGCGAGAGATCCCGGTGACTACGTAGAAATTGAGTGGTACTTCG......100.07.000000e-34IGHMsc5p_v2_hs_PBMC_10kIGHV3-21*01NaN0.0000000175_1_1337_449
sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC...FTIGKV3-11*01NaNIGKJ4*01GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...TGTCAGCAGCGTAGCAACTGGCCTAGGCTCACTTTC...100.05.000000e-70IGKCsc5p_v2_hs_PBMC_10kIGKV3-11*01GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...0.0000000175_1_1337_449
\n", + "

924 rows × 116 columns

\n", + "
" + ], "text/plain": [ - "AnnData object with n_obs × n_vars = 16970 × 1523 \n", - " obs: 'batch', 'sampleid', 'scrublet_score', 'n_genes', 'percent_mito', 'n_counts', 'scrublet_score_bh_pval', 'is_doublet', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr', 'leiden', 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id', 'junction_aa_heavy', 'junction_aa_light'\n", - " var: 'gene_ids-0', 'feature_types', 'genome', 'gene_ids-1', 'gene_ids-2', 'gene_ids-3', 'n_cells', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'mean', 'std'\n", - " uns: 'has_bcr_colors', 'leiden', 'leiden_colors', 'neighbors', 'pca', 'umap', 'rna_neighbors'\n", - " obsm: 'X_pca', 'X_umap', 'X_bcr'\n", - " varm: 'PCs'\n", - " obsp: 'connectivities', 'distances', 'rna_connectivities', 'rna_distances', 'bcr_connectivities', 'bcr_distances'" + " sequence_id \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 \n", + "\n", + " sequence \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 CTGGGCCTCAGGAAGCAGCATCGGAGGTGCCTCAGCCATGGCATGG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 AGCTCTGGGAGAGGAGCCCCAGCCTTGGGATTCCCAAGTGTTTTCA... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCAT... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCA... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GAGCTACAACAGGCAGGCAGGGGCAGCAAGATGGTGTTGCAGACCC... \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 ACAACCACACCCCTCCTAAGAAGAAGCCCCTAGACCACAGCTCCAC... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 GAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC... \n", + "\n", + " rev_comp productive \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 F T \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 F T \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 F T \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 F T \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 F T \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 F T \n", + "\n", + " v_call \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 IGLV3-1*01 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHV3-15*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 IGKV3-20*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHV3-30*02,IGHV3-30-5*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 IGKV4-1*01 \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 IGKV1-8*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHV7-4-1*02 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 IGKV3-11*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHV3-21*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 IGKV3-11*01 \n", + "\n", + " d_call j_call \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 NaN IGLJ2*01,IGLJ3*01 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHD4-23*01 IGHJ4*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 NaN IGKJ3*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHD1-26*01 IGHJ6*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 NaN IGKJ5*01 \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 NaN IGKJ4*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHD3-10*01 IGHJ5*02 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 NaN IGKJ5*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHD4-17*01 IGHJ2*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 NaN IGKJ4*01 \n", + "\n", + " sequence_alignment \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "\n", + " germline_alignment \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "\n", + " junction \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TGTCAGGCGTGGGACAGCAGCAATGTGGTATTC \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 TGTACCACAGAAGCTTTAGACTACGGTGCTAACTCGCGATCCCCGA... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 TGTCAGCAGTATGGTAGCTCACCTCCATTCACTTTC \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 TGTGCGAAAGATACTGAAGTGGGAGCGAGCCGATACTACTACTACT... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 TGTCAGCAATATTATAGTACTCCGATCACCTTC \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 TGTCAACAGTATTATAGTTACCCTCTCACTTTC \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 TGTGCGAGAGTTTTTAGACGCTATGGTTCGGGGAGTTATTATAACC... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 TGTCAGCAGCGTAGCAACTGGCTCACCTTC \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 TGTGCGAGAGATCCCGGTGACTACGTAGAAATTGAGTGGTACTTCG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 TGTCAGCAGCGTAGCAACTGGCCTAGGCTCACTTTC \n", + "\n", + " ... c_identity c_support \\\n", + "sequence_id ... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 ... 100.0 1.000000e-111 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 ... 100.0 5.000000e-70 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 ... 100.0 5.000000e-70 \n", + "... ... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 ... 100.0 5.000000e-70 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 ... 100.0 5.000000e-70 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 ... 100.0 5.000000e-70 \n", + "\n", + " c_call_10x sample_id \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 IGLC2 sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHM sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 IGKC sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHM sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 IGKC sc5p_v2_hs_PBMC_1k \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 IGKC sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHM sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 IGKC sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHM sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 IGKC sc5p_v2_hs_PBMC_10k \n", + "\n", + " v_call_genotyped \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 IGLV3-1*01 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHV3-15*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 IGKV3-20*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHV3-30*02,IGHV3-30-5*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 IGKV4-1*01 \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 IGKV1-8*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHV7-4-1*02 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 IGKV3-11*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHV3-21*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 IGKV3-11*01 \n", + "\n", + " germline_alignment_d_mask \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 NaN \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 NaN \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 NaN \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 NaN \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "\n", + " mu_freq duplicate_count \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 0.009434 0 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 0.000000 0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 0.000000 0 \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 0.000000 0 \n", + "\n", + " clone_id changeo_clone_id \n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 169_7_2 48_0 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 169_7_2 48_0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 55_6_1 80_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 55_6_1 80_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 138_3_5 196_2 \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 132_6_1 757_447 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 82_2_1 432_448 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 82_2_1 432_448 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 175_1_1 337_449 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 175_1_1 337_449 \n", + "\n", + "[924 rows x 116 columns]" ] }, - "execution_count": 22, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ddl.tl.transfer(adata, vdj, full_graph=True)\n", - "adata" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You can see that `AnnData` object now contains a couple more columns in the `.obs` slot, corresponding to the metadata that is returned after `tl.generate_network`, and newly populated `.obsm` and `.obsp` slots. The original RNA connectivities and distances are now added into the `.obsp` slot as well." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting in scanpy\n", - "\n", - "### *pl.clone_network*\n", - "So now, basically we can plot in `scanpy` with their plotting modules. I've included a plotting function in ***dandelion***, `pl.clone_network`, which is really just a wrapper of their `pl.embedding` module." + "# let's recreate the vdj object with only the first two samples\n", + "subset_data = vdj.data[vdj.data['sample_id'].isin(['sc5p_v2_hs_PBMC_1k', 'sc5p_v2_hs_PBMC_10k'])]\n", + "subset_data" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 28, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "... storing 'sample_id' as categorical\n", - "... storing 'clone_id' as categorical\n", - "... storing 'clone_id_group' as categorical\n", - "... storing 'isotype' as categorical\n", - "... storing 'lightchain' as categorical\n", - "... storing 'status' as categorical\n", - "... storing 'vdj_status' as categorical\n", - "... storing 'productive' as categorical\n", - "... storing 'umi_counts_light' as categorical\n", - "... storing 'v_call_heavy' as categorical\n", - "... storing 'v_call_light' as categorical\n", - "... storing 'j_call_heavy' as categorical\n", - "... storing 'j_call_light' as categorical\n", - "... storing 'c_call_heavy' as categorical\n", - "... storing 'c_call_light' as categorical\n", - "... storing 'changeo_clone_id' as categorical\n", - "... storing 'junction_aa_heavy' as categorical\n", - "... storing 'junction_aa_light' as categorical\n" - ] - }, { "data": { - "image/png": "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\n", "text/plain": [ - "
" + "Dandelion class object with n_obs = 453 and n_contigs = 924\n", + " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'cdr1_aa', 'cdr1_end', 'cdr1_start', 'cdr2_aa', 'cdr2_end', 'cdr2_start', 'cdr3_aa', 'cdr3_end', 'cdr3_start', 'd_alignment_end', 'd_alignment_start', 'd_germline_alignment', 'd_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'fwr1_aa', 'fwr1_end', 'fwr1_start', 'fwr2_aa', 'fwr2_end', 'fwr2_start', 'fwr3_aa', 'fwr3_end', 'fwr3_start', 'fwr4_aa', 'fwr4_end', 'fwr4_start', 'germline_alignment_aa', 'j_alignment_end', 'j_alignment_start', 'j_germline_alignment', 'j_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'junction_aa_length', 'np1', 'np2', 'sequence_alignment_aa', 'v_alignment_end', 'v_alignment_start', 'v_germline_alignment', 'v_germline_alignment_aa', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", + " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", + " distance: None\n", + " edges: None\n", + " layout: None\n", + " graph: None" ] }, - "metadata": { - "image/png": { - "height": 539, - "width": 722 - } - }, - "output_type": "display_data" + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "sc.set_figure_params(figsize = [8,8])\n", - "ddl.pl.clone_network(adata, \n", - " color = ['sample_id'], \n", - " edges_width = 1, \n", - " size = 50) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "***dandelion*** provides an edge weight extractor tool `tl.extract_edge_weights` to retrieve the edge weights that can be used to specify the widths according to weight/distance." + "# create a new Dandelion class with this subset\n", + "vdj2 = ddl.Dandelion(subset_data)\n", + "vdj2" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 29, "metadata": { "scrolled": true }, "outputs": [ { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABJoAAAQ3CAYAAACw6wS2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy86wFpkAAAACXBIWXMAABibAAAYmwFJdYOUAAEAAElEQVR4nOzdd3hTZRsG8PtktU3TvRejLGWDiIAgAjJEQZAhICAgIgr6uUBx4EAFJ25QBGSIomxBZYOAIrJUZM9Oupu2Sdus8/3RUlqalNHknKS9f9flZfs+7XlvdvvkHYIoiiAiIiIiIiIiIqouhdwBiIiIiIiIiIioZmCjiYiIiIiIiIiInIKNJiIiIiIiIiIicgo2moiIiIiIiIiIyCnYaCIiIiIiIiIiIqdgo4mIiIiIiIiIiJyCjSYiIiIiIiIiInIKNpqIiIiIiIiIiMgp2GgiIiIiIiIiIiKnYKOJiIiIiIiIiIicgo0mIiIiIiIiIiJyCjaaiIiIiIiIiIjIKdhoIiIiIiIiIiIip2CjiYiIiIiIiIiInIKNJiIiIiIiIiIicgo2moiIiGowQRDOC4IgCoKQK3cWewRB0AiC8LLcOYiIiIjIOdhoIiIiIlkIgnAngH8BzJA3CRERERE5CxtNREREJJfXADSWOwQREREROY9K7gBERETkOqIo1pM7AxERERHVHlzRRERERERERERETsFGExEREREREREROQUbTURERDVYVbfOCYIQKQjC64Ig7BMEQS8IgkkQhFRBELYJgjBFEISAa3h+C0EQ5giCcEwQhAJBEAyCIJwWBGGBIAi3O/icHYIgiAC6lhsTS//bIQiCWhCEjNL3DYIg+F4lQ49yn/9C6Vi9cmNPlY4NFwRhlyAI2YIgFAmCcFQQhHcFQYi42o+z9PN7C4KwrPTntEgQhBxBEA4IgjBDEITwa3kGERERUU0niKIodwYiIiJyEUEQzgOoC0AvimJgufGuANYCqKqZlA3gPlEUd9t5rgrAewD+B0Co4hlLAEwQRbGo3OfuQLkm0xV2iqJ4pyAIHwN4snRspCiK3zqaQBCEhQDGALABqCuKYpIgCPUAnCv9kKcB3AxggoNH5AC4RxTFPxw8XwdgGYB+jjIAyAcwThTFFVV8DBEREVGNx0YTERFRDWav0SQIQiiA4wBCAJgBLAbwO0qaJTEAhgG4rfQROQDqi6Kov+K58wGMK323uPQZuwFYAbQD8DAAv9L6JgB3i6JoK/3czgBCAbwJoFnpxwws/X+mKIq7BUFoA+Bg6dgvoij2dfDj8wGQVjrXFlEUe5aO18PlRtNxADcBsABYCGBn6cc/CKBz6ccYAHQQRfHIFc/XlH58h9KhcwC+AXACgC+AbqU/XyoAIoDBoiiuspeViIiIqDZgo4mIiKgGc9Bo+h+Aj0o/xO5qIUEQFgEYXfruZFEUPy9XGwzgx9J3kwD0FkXx6BWfHwtgI4CmpUNTRFF8/4qP2YHSlU2iKFZaFSUIwmEArVDSIIoRRTHdzscMR8lqIwAYLYriktLxerjcaAJKGkl9RVH8rdznCgBmAni+dGirKIp3XfH8twC8WPrudwDGiqJYfMXHtAfwC4BgAHoA8aIoZl+ZlYiIiKg24BlNREREtc9N5d5e6+BjXkFJE2kXSlYpXVm7ZNiVTSYAEEUxCSWrlC41ZaYIguB9nTkXlf5fBWCog48ZVfr/AgBVrSR6tnyTqTSjCGAagEtb5nqUrqQCAAiC4A/gidJ3j6OkkVWhyVT6nH0Appa+GwBgYhU5iIiIiGo0NpqIiIhqn8xybz8vCEKlrwdEUUwQRTFOFMU7RFGce2lcEIQ4AC1L390tiuIeR5OIongSwKUzi8IB2D0cvApLUbK1DyjZ5lZB6SHePUvfXSmKosHBc9IBLHCQUQTwabmhe8q9fTcub//7RhRFSxVZF+NyU62qs5yIiIiIajSV3AGIiIhIcj8CeAklh3i/DGCYIAhrAfwKYJe9VTvldCz39tZrmGsLLjeJbrvGzwEAiKKYIQjCLwD6A+ggCEIDURTPlPuQ4bj8tcyiSg+4bJsoiuYq6uVXOnUo93b5H2uoIAgDrhL5Ikq2Kd4iCILi0plURERERLUJG01ERES1jCiK/wiCMBXAuyhpNjUE8Gzpf4WlZyetRckqocwrPj2i3Ntnr2G68uckRTj8KMe+QUmjCQBGAJhRrnZp21wCgB1VPONkVROIopgsCIIVgPKKjHHl3n6u9L9roUbJFrqca/x4IiIiohqDW+eIiIhqodKDue8A8BMAU7mSD0q2jM0FkCQIwkxBEJTl6v7l3na0Va288h/jewNR1+PyVr+y7XOCIDQF0Lb03SVi1beb5F3DPIWl/y//4/O394HXqDqfS0REROSx2GgiIiKqpURR3C2KYn8AYQAGA/gSQPmtaV4AXsDlG+qAkkO3L7mWxpGu3NvGG8hoxuVb5ZqUO6y7/JlNi6/yGK+qiqW3z136sWSUK5XP20QUReE6/rtwlUxERERENRIbTURERLWcKIp5oiiuFEVxoiiKDVFyK90n5T5koiAIkaVvXyw33uAaHt+o3NvJNxjxm3JvDyj9/32l/99beuh4VeKuUq+Hki2EAJBSbjyt3Nvlb+ojIiIiIgfYaCIiIqpFBEFQCYLwgCAIrwqC8Iy9jxFF8YQoiv8DsLJ0SAWgWenbf5b70B7XMGX5jzl8vXlL8xwC8Hfpu/cJghBfLs/VVjMBQKer1O8o9/aOcm/vK/d236oeUPrz+r0gCF84+nklIiIiqg3YaCIiIqpFRFG0APgYwGsApguC4F3Fh5c/CLyg9PPP43LT53ZBEG539MmCIDQGMLD0XT2AXVd8iK3cxwqo2qVb5VoBmFz6djGA5Vf5PABoKQhCZwcZFeWeJ6LkEPRLNgC4dFvdKEEQ6lUxx4MAHgDwGIB7riETERERUY3ERhMREVHt82Pp/wMAfFHabKlAEIRGAIaWvpsN4N9y5Vnl3v5eEISb7Xx+DIDVADSlQ++KonjlGU3l3w+6SualuNz0eaL0/+tFUcy+yuddskgQhApb6Ep/3LMBtCsd+loUxbLtfaIopuLytj0tgLWCIERf+WBBEFqhpHl3yfvXmImIiIioxhGqvqSFiIiIPJkgCOcB1AWgF0UxsHQsGsB/AAJLP+wYgG8BnEPJodgtAIzD5QOynxJFsXwjBYIgLAYwqvTdYpSsONoNwIqSxs3DuHzz2nYAd4miaLviGXMBPFr67mqUHPpdJIriegc/lrUA+pcb6i+K4k8OPrZe6Y8HKFmpJADIRclteocBhAJ4CMCtpR+TCKD1lY0rQRD8APwFoEnpUB6ABQD2A/AG0AHAaFxuqH0jiuJYe5mIiIiIagM2moiIiGowe42m0vEuKGnuhFTx6VYAb4uiON3Oc5UoWQ00GZcP0rZnPoDJoigW2XnGnQC2XfH56aIoRjj4sQwEsKr03QwA0aVbAe19bD1cbjT9gpJteo62tP0N4J7yq5mueFY4SlaB3WGvXs7XAB5zlImIiIioNuDWOSIiolpIFMVdKFml8xJKViJlArCg5Cyl/1CyFay1vSZT6edbRVF8EkBbAF8COAnAACC/9PO/BNBOFMXx9ppMpc/YgZIznP5EyRlQBgC5giD42/t4VDyIfNl1NHRMAPoBmICS1UmG0v/+ADAJQHtHTabSnOmiKHZFyU133wO4AKAQQBGAMyg5kLyzKIqPsMlEREREtR1XNBEREZFHEARhMoBPS99tW3obnaOPrYfLK5rWiqI4wLXpiIiIiAjgiiYiIiLyHA+X/v9gVU0mIiIiIpIPG01ERETk9gRBeANA69J3P5cxChERERFVQSV3ACIiIiJ7BEE4jZKzo6IA1CkdPgFgqWyhiIiIiKhKbDQRERGRuyoEcFu5940AxoiiaJIpDxERERFdBbfOERERkbv6FSW34OUB2ASgqyiKe+WNRERERERV4a1zRERERERERETkFFzRRERERERERERETsFGExEREREREREROQUbTURERERERERE5BRsNBERERERERERkVOw0URERERERERERE6hkjuAKwiCYACgBpAudxYiIiIiIiKiWigcgFkURV+5g5C0BFEU5c7gdIIgmBQKhToqKkruKERERERERES1TmpqKmw2m1kURY3cWUhaNXJFE4D0qKiomKSkJLlzEBEREREREdU6sbGxSE5O5i6jWohnNBERERERERERkVOw0URERERERERERE7BRhMRERERERERETkFG01EREREREREROQUbDQREREREREREZFTsNFEREREREREREROwUYTERERERERERE5BRtNRERERERERETkFGw0ERERERERERGRU7DRRERERERERERETsFGExEREREREREROQUbTURERERERERE5BRsNBERERERERERkVOw0URERERERERERE7BRhMRERERERERETkFG01EREREREREROQUbDQREREREREREZFTsNFEREREREREREROwUYTERERERERERE5BRtNRERERERERETkFGw0ERERERERERGRU7DRRERERERERERETsFGExEREREREREROQUbTURERERERERE5BRsNBERERERERERkVOw0URERERERERERE7BRhMRERERERERETkFG01EREREREREROQUbDQREREREREREZFTsNFEREREREREREROwUYTERERERERERE5BRtNRERERERERETkFGw0ERERERERERGRU7DRRERERERERERETsFGExEREREREREROQUbTURERERERERE5BRsNBERERERERERkVOw0URERERERERERE6hkjsAERERSUO0WFCwezesWdnwbt4c3k0ayx2JiIiIiGoYNpqIiIhqAePBg0h++hlY0tLKxnzv6IKYDz+EUqeTLZfNZIJhzx6IhYXwadcO6vBw2bIQERERUfWx0URERFTDWXNzkfjoRNjy8yuMG37bhYuvvoaYD96XJVfe5s24OP1VWHNySgZUKgQNH46IaS9AUEi7u9+UlIzCgweg0Ong27kzFBqNpPMTERER1RRsNBEREdVw+rVrKzWZLsnbuBHhz0+VfCVR0cmTSH7mWcBsvjxosSBnyRKowsIQOuERSXKIZjNSX30N+jVrAJsNAKAMCkLUW2/Br3s3STIYDx2C8c99UGh94NenD1d1ERERkUfjYeBEREQ1XPG5c46LFgvMSUnShSmVs2xZxSZT+drSpRBLmz6ulvHpZ9CvWlXWZAIAa04Okp96Cqbz5106t62oCAkTJuDC8BHI+OgjpL09E6e790D24iUunZeIiIjIldhoIiIiquE0cXGOiwoF1NHR0oUpZTpz1mHNkp4OW16eyzPYTCbkfP+93ZpoMiFn+Q8unT9j9kcw/Lar4qDFgrSZM1F4+LBL5yYiIiJyFTaaiIiIariAAQMgaLV2a349ukMdGSlxIlTZ3FIEBEAhwQHl1qysKhtaprOOm2HVJZrNyF21ykFRdHmTi4iIiMhV2GgiIiKq4VQhIYj95BMoAgIqjPu0bYvIN96QJVPgsAcAQbBbCxoyGILK9cdIKoOCoHDQgAMAdWysy+a2FhQ4PDcLAMypqS6bm4iIiMiVeBg4ERGRRGwmE6yZmSUNDh8fSefWdb4djXZsR/7WbbBmZ8G7WTNob7lF0gzladu0QcSLLyLt3XcrnNWk694doU8+KUkGhbc3AgYORM6331YuKpUIHDrUZXMr/f2hCguDJSPDbt2rQQOXzU1ERETkSmw0ERERuZhosSDj08+Q8/33sOn1EHx8ENC/PyKen1rlihpnU/j4IODeeySb72qCR42E/919kLdxI2xGI3w7dIRPi+aSZgif8hzMSUko2LmzbEzw9kbkq6/Cu0ljl80rKJUIGjkSGbNnV66p1QgaMdxlcxMRERG5kiCKotwZnE4QhKSYmJiYJBlu0SEiIrpS6vRXkftD5TN3fDt1RJ0FC2RIRFcq/PcIjH/9BYWfDv49e0IZGOjyOUWbDWmzZiHnu+/LVnUpQ0MR9cYb8OvezbVzm83IWf4D9GvXwqrXQ9umNYLHjYN3kyYunZeIiGqP2NhYJCcnJ4ui6Lq96OSW2GgiIqJawbD3TxRs3w4oFPDr0R3adu0kmdd88SJO97gLsFrt1usu+xbatm0lyULuyZKZCeP+A1D4+sK3w20Q1GqXzifabEh67PEKq7gAQPDyQtxXX8H3tvYunZ+IiGoHNppqL26dIyKiGk00m5H09NMo2LK1bCx74UL4970b0e+9B0GpdOn8hYcOOWwyAYDxr/1sNNVyqtBQ+PfpLdl8Bdu3V2oyAYBYXIy0d2Yh3tFteERERETXgLfOERFRjZa9ZGmFJtMleT//gpzly10+v0Knq7ruV3WdyNnyN29xWCs+egwmrggnIiKiamCjiYiIarTclSsd1vQrXb9yw7dDByjDQu3WBLUa/n36uDwDUXliFSvsAFS5Ao+IiIjoathoIiKiGs2amemwZqmi5iyCWo3ot9+G4OVVsaBQIPLV6VAFB7s8A1F5uq5dHdY08fHQ1K0rYRoiIiKqaXhGExER1WjezZrC8PsfDmrNJMmg69IF8et/Qs7338N05izU0dEIHDoE3jfdJMn8ROX59+6FnKWtUXj4cMWCUonwZ5+RJRMRERHVHGw0ERFRjRY87mEY/tgLXHnLqlKJkLFjJMuhiYtDxJQpks1H5IigVqPO/K+R+dU86Netg1Wvh7Z1a4RMeAS+HTrIHY+IiIg8nCBe+YV3DSAIQlJMTExMEg+zJCIiAPp165D+3vuwZGQAAFSRkYh4fir8775b5mREtZslKwu5P65A0fHjUIWGInDwIK70IyKqIWJjY5GcnJwsimKs3FlIWmw0ERFRrSBaLCg6cgQQBHg3bw5BqZQ7ElGtVvjvESSMHw+bXn95UBAQMW0agkePki8YERE5BRtNtRcPAyciolpBUKng07o1fFq1YpOJyA2kvjitYpMJAEQRabNmwcQXC4mIiDwWG01EREREJKmio0dRfOq0/aLNhryffpI2EBERETkNDwMnIiKiG2LJyUHeT+thycqCd9Om8OvRHYKKX1rQ1Vnz8qqu66uuExERkfviV4NERER03fI2bkLK1KkQi4vLxjT166POgvlQR0W5bN7c1WuQvXAhik+dgio8HIFDhiB0wiMQNBqXzUnO533zzRC8vSEWFdmt+7RpI3EiIiIichZunSMiIqLrYk5PR8qUKRWaTABgOncOKdNedNm8mfPmIXXaNBSfPAmIIixpacj87DMkPf2My+Yk11AGBCBo+HC7Na/GjeHXo7vEiYiIiMhZ2GgiIiKi66JfsxaiyWS3Zty7F6YLF5w+p7XAgKw5c+3WCrZuhfHQIafPSa4VPuU5hD7+OBQBASUDKhX8evdGnYULuAWTiIjIg/FfcSIiIroulrS0quvp6dDUrevUOQsPHoDNaHRYN+zaBS23W3kUQaFA2JNPIOTRCTAnp0AZFAhVUJDcsYiIiKia2GgiIqIbkvfzz8j+dhnMiYnQ1K+P4FEj4XfXXXLHqnVsxcXI37IF1qwseN98M7S33uryOb0aN3ZcVKuhiY93+pxXO4PJk85oKj53DvpVq2BOS4N348YIuP9+qIKD5Y4lG4WXF7zi68sdg4iIiJyEjSYiIrpu6R99hKy5X5a9b0lPh/HPPxH+3LMIGT9exmS1i2Hvn0h++mlYc3LKxnxatULsnC9c2rgI6HcvMj/7DJaMDDu1flCFhDh9Tu0tt0AZGgprZqbdul+v3k6f0xVyV69B6ssvA1YrACAPQOa8r1Hn63nwadFC3nBERERETsAzmoiI6LqYL15E1ryv7dYyPv0M1txcaQPVUtbcXCRNmlShyQQAhX//jVQXHsgNAAqtFnUWzK+4skmphH//foic/opL5hTUakS+/BKgVFaqBT88ziNWxFgyMpA6fXpZk+kSm16PlClTIYqiTMmIiIiInIcrmoiI6LoUbN9e6RvlS8TiYhTs2o2AfvdKnKr20a9bB5vBYLdW8NtvMCUlQRMb67L5vRo1Qvy6tSj8919YMjPhfdNNUEdFuWw+APDv0wfq6GhkL1mK4hMnoIqIQODQIfDv2dOl8zqLfv0GwGy2WzOdP4+iv/+GT+vW0oYiIiIicjI2moiI6LpcddWFaJMmSC1nSkxyXBRFmJOSXdpoukTq7V4+LVsi5r13JZ3TWa622s/C1YBERERUA7DRRERE18Wva1ekKd4CbJUbSoJGA9/OnZ02V/627dCvWQNrbi58WrdG0IjhUEdGOu35nkxTr4pb3RQKaOrWkS4MXROf1q0cF9Vq+DRrJl2YWsRmMiF7wULkrl4Fa1Y2fFq2QMj48fDt1EnuaERERDUSz2giIqLroo6JQfBDD9mthTw6wWmHUKe+/jqSHn8c+Zs2wbhvH7K++gpn7xuAwv/+c8rzPV1A//5QBATYrfn16OHybWx0/XRdu8Lr5pvt1gIHDoQqLEziRDWfKIpIenwSMj76COYLCbAVFMDw+x9IGP8I8n7+We54RERENRIbTUREdN0inp+KqLfegnezZlAGBMCnVStEv/8+wiZNcsrzjX/9hdzvvq80btPrkfbGDKfM4emUfn6o89WXUF2xwsu3UydEvfWmTKmoKoJCgTpfz4Nfz55lh5ortFoEP/QQIl95WeZ0V2dOTkb+li0wHjokd5RrZti1C4bduysXbDakvf8+RDsrM4mIiKh6uHWOiIhuSOCg+xE46H6XPFu/YYPDWuHff8OUlAxNbIxL5gYAS1YWRIsF6ogIl83hDD6tWqHhls0w7NlTciD3zTfDu2lTuWNRFVQhIYj99BNYsrJgycyEOiYWSp2v3LGqZCsqQupLLyPvl1/KtsxqGjRAzPvvwdvBCi13UbBjh8OaJSUVxcePO+XPTIG5CCtO7sFvSUegFBToWbcNBjS8DRqlutrPJiIi8jRsNBERkdsRCwurrNuM9m9bq67Cf48gbdYsFB44AADwatwYYc88Db8773TJfM4gqFTQde0qdwyPZrpwAVkLFsK4dy8ErRb+fe9G8MiRUPj4uGxOVUgIVCEhLnu+M118Ywbyrmj+ms6cQcL4R9Bg40b3bpQJV1m8r6j+4v6cogKM+uVDnM5NLRvblXwUa8/sxde9noSPSlPtOYiIiDwJt84REZHb0d7WwWFNFREBr/h4p89pOn8eCWPGlDWZAKD45EkkTZoMw969Tp+P3EPRiRM4N3gIcpcvh+nCBRQfO4aMDz5EwthxsBUXyx1PdpasLOh/+sluzZqVhbyf1kmc6Pr49bzLYU1dtw68mjSp9hxfHP65QpPpkgNpZ7Ds2M5qP5+IiMjTsNFERERux/+evvBq1MhuLfTxxyGonL8gN+ubb2Az2FkpZbUic+6XTp+P3EP6+x/Alp9fabzw8GHo16yVIZF7MZ07B5jNDuvFp05JmOb6+XboAL/evSsXVCpEPP8CBEGo9hw/n9vvsLbh3F/Vfj4REZGnYaOJiMjDGQ8cQNITT+B0z144P+JB5K5aDVEU5Y5VLQovL9RZ9A0CBg6E4OUFANDExyP6nVkIemCoS+Ysv5LpSsb9jr+RJM9lMxrtHxRdKn/TJgnTuKcrD5uvVI+ouu4OYj78ABHTX4F38+ZQR0fDr3dv1Pt2Kfy6d3PK840WxyvfjGauiiMiotqHZzQREXmwvJ9/RvJzU8oO6DUnJqLw4EEUHjqEqBlvyJyuelTBwYie+TYiX38NYmEhlAEBLp1PofNzWFPqdC6dm+Qh2kSgiqasaLNKmMY9aWJj4Xv77TDs2VOpJmg0CBgwQPpQ10lQKhE8YgSCR4xwyfNvi2qCHYn/2q11jL7JJXMSERG5M65oIiLyUKLZjLSZs8qaTOXl/vgjio4elSGV8yk0Gpc3mQAgoH8/hzX/KmrXw5KTg5zvv0fW/Pko/PeIU55JN06p84W2XTuHdXc+BL68vJ9/xvlhw3Hytg44N2gwcleucurzo95+u9JWVsHbG9EfvA91RLhT5/JEj7W6Gxpl5ddu/TU+GNvM8RlRRERENRVXNBEReajCw4dhychwWM/btIlX3V+HwMGDkb9jBww7f6sw7nXTTQibNKnaz8/54QekvfkWRJOpbEx3552I+Wg2FN7e1X4+3ZiwZ55GwthxEK84+FvTsAECBg2WKdW1y5w7FxkffVz2vlWvR+pLL6H41ClEvPC8U+ZQR4Sj/prVKNi5E0X/HYUyJBgBfftCGRjolOd7ulZh9bGg15OYfXAtDqSdgQABnWNuxnPtBqKOf5jc8YiIiCQnePo5HvYIgpAUExMTk5SUJHcUIiKXMez9EwljxjishzzyCMKffUa6QDWAaLUif/MW5G/aCNFshu8ddyCgX79qN4IKj/yH80OG2N2mFfzQaERMm1at51P1FP77LzLnfgnjH39A0GoRcE9fhEycCFVQkNzRqmTJycHprndWaF6WUSjQcPMmqGNipA9WixWYCiEIAnzVbB4TEcXGxiI5OTlZFMVYubOQtLiiiYjIQ/m0aQ1lQACser3duq7bnZLmqQkEpRL+fXrDv4+dW6qqIXf5codnAeWuXIWwZ5+FQqNx6px07XxatEDc55/JHeO6GXbvsd9kAgCbDfnbdyB45IPShqrldBofuSMQERHJjmc0ERF5KIWXF8Kefspuza9nT2jbtpU2EDlkTklxWLMVFMDmoFlIVCVBqLquuEqdiIiIyAW4oomIyIMFDRsGVWgoshYsRNHx41CHhSFwyGAEV7GljqSniY+3e2sXACiDg3nWDd0QXefbIXh5VTpfCgCgVMKvWzfpQxEREVGtx0YTEZGH87vrLvjdxZuN3FnQ8GHI/f57iGazndpwCGq1DKnI0ykDAxH25BNIf+/9SrWQceOgjoqSIRURERHVdtw6R0RE5GJe8fGI+Wg2lOUPl1YqETh0KEIff0y+YDIzp6XDuH8/zKmpckfxWCEPP4zYzz6F9rbboAoPh0/btoh+7z1eBEBERESy4a1zREREErGZTDDs2QObwQhtu1ugjoyUO5IsrPn5SJ0+HfmbNgNWK6BQQNetG6LenOH2N72R89lMJujXrEH+5i0QLWboutyBwKFDoNTp5I7m1gz79iF/yxbAYoXuzq7w7dIFwtXO7SIikhBvnau92GgiIiIimFNToV+7DtacbHg3bwH/3r0guOgmvITxj8Cwe3elcZ+2bVFv2bcumZPck62oCAnjx6Nw/4EK45r69VH326VQBQfLlMx9iTYbUqY+j7z16yuM+3bqhNi5c3iDJRG5DTaaai9unSMiIqrlcleuwumevZDx0UfIXrQYKVOm4Gy//i7Z0lZ07JjdJhMAFB48COOBA3ZrVDPlLPuuUpMJAEznziHz8y9kSOT+clesqNRkAgDD778j6+uvZUhERERUERtNREREtZgpMRGp06cDFkvF8QsXkPrSy06fr+i//65SP+r0Ocl95f38s+Pahg0SJvEc+lWrb6hGREQkFTaaiIiIajH96tUl5yTZYfjjD5iTk506nzIk5Cp1bpWqTWyFhTdUq80s2dk3VCMiIpIKG01ERNVgyclB5lfzkPjoRCRPnYqC3XvkjuQyos2GwiP/ofDvvyGazXLHISexZGQ4LooiLFlZTp1P16ULVBERdmvKwED49ejh1PnIvfnedpvjWocOEibxHD7NmzmuNXNcIyIikgobTUREN6j43Dmc638fMj78EAU7dyJv3U9IHD8eF9+YIXc0p8vfsQNnevfB+cGDcf6BYTjdvQdyV66SOxY5gXfTpg5rgo8PNPXrO3U+QaVCzOzZUPj7VxhXaLWImf0hFN7eTp2P3Fvw2DFQBARUGhfUaoQ+NlGGRO4veOxYQK2uXBAEhIx/WPpAREREV2CjiYjoBqXNeNPuapCcZctg2PunDIlco/DIf0h64kmYExPLxiwZGUh96SXkb9suYzJyBv9+/aEKC7NbCxo6BEo/P6fPqW3bBg03b0LEiy8iaMRwhD//PBps3QLfjh2dPhe5N01cHOouWQzfrncAipIvS33a3YI6C+bDp3VrecO5KZ8WLRD7ycdQx8WVjakiIhA9ayZ0XbvKmIyIiKiEIIqi3BmcThCEpJiYmJikpCS5oxBRDWXJzMSpLncADv4ODRg8CNFvvilxKtdIfm6K3RuOAF5HX1MUnz6NlOdfKDuoW9BoEDh4MCKmvQDB3soJIhewFRZCtNqg1PnKHcUjiKKI4mPHIFpt8L75JggqldyRiIgqiI2NRXJycrIoirFyZyFp8V8kIqIbYDMYHDaZAMCWXyBhGtcqOnLEce0qN4iRZ/Bq2BD1V65A0cmTsGbnwKtJY6iCguSORbWMwsdH7ggeRRCEKre+EhERyYWNJiKiG6COjYUqKgqW1FS7de2tt0qcyHWUoSHA+fP2a7whrEbxbtxY7ghERERE5OF4RhMR0Q0QlEqHB9WqY2IQMOA+iRO5TuD9gxzXBt4vYRIiIs9jycqC6fx5iBaL3FFumM1ggDktDaLVKncUIiLyAFzRRER0g4KGDoWgVCJzzlyYk5IApRJ+3bshYto0KHU6ueM5TcDAATD++Sf0a9dWGPft1AkhEx5x+nz5pkKsP7sPKQXZqB8Qib71b4G3SuP0eYjkZL54EcWnz0AdFQmvBg3kjkMuYEpIwMUZb8KwezcgilCFhyNk/HgEjx4ld7RrZsnKQtrMWcjfuBGi2QxVZCRCHn4YwaNGyh2NiIjcGA8DJyKqJtFmgyU9HQpfX5fc0OUujAcPIX/TJogWC3Rdu8K38+0QBMGpc/yZehKTt81FvqmwbCxcG4B5PZ9Ak+AYp851JXNaGqy5emjq1YXCy8ulc5H7K/zvPxRs2w4IAvx63gXvJk2c8lybwYDUV6Yjb+NGoHR1iM8ttyDm3XegjnHt7/HazPDHH8heshSmc+egjolB0PBh8OvRw2XzWfPzcbZff1guXqxUi3jpJY9o1IgmE84NGoziU6cq1cKfexYh48fLkIqIPAkPA6+92GgiIvIgtuJi6FevQf7mzRCtVujuuAOBQ4fUiBVUhRYT7vzhReiLDZVq9QMi8PPAV53e2AJKVh2kvvoqjH/sBQAoAwMRPHYsQh+d4PS5yP2JVitSpk1D3rqfKowHDh2KyNdfq/bvwaT/PYX8jRsrjWvq1UP8+p94c5gL5Hy/HBdff73SBQ6hT0xG2KRJLpkze/FipL09025NFR6Ohtu2uv2vtf6nn5AyZardmjIgAA137oDC21viVETkSdhoqr14RhMRkYewFRYiYcxYXHztNRj27IFx716kv/suzg99AJacHLnjVdvG8wftNpkA4Jw+DX+lVX5VvbqsBQW48NCYsiYTAFhzc5ExezYyv5rn9PmcpSa+SOQucr5dVqnJBAC5P/wA/arV1Xq2KTER+Zs22a+dP4/8bduq9XyqzFpgQPq779q9JTTzizkw21lx5AzGg4cc1izp6SXbrd2c8a/9DmtWvR7FJ09KmIaIiDwJG01ERB4i59tvUXio8jcvprNnkTlnjgyJnCvdqK9W/Ubo1651eHNg9oIFsBUXO33OG2UtMCDtnXdxskNHHG/aDOeGPoD8rVvljlXj5P74o8Nazg/Lq/Xs4pMn7TY8yurHj1fr+VSZYc8e2IxG+0WrFflbXPNnqMpt1IIAhQdss1ZcZaXs1epERFR7sdFEROQh9D//7LCWt8FxzVM0Car6fJqr1W9E4eG/HdasubkwXbjg9DlvhGixIHH8eGQvXAhrbi4giij65x8kTZpc6ZB2qh5zerrDmiXNce1aqMLCqq6Hh1fr+VSZaDFXq36jqrp51LdzZ6hCQlwyrzMF9LvXYc27WTN4xcdLmIaIiDwJG01ERB5CNBY6rDl8xd6DdIltikaB0fZrMU3RKMh+rTqUgYGOi4IAZUCA0+e8EflbtqLw8GG7tfSPP+aV407k3aiRw5pXk8bVerZPy5bwcnCouKDVwr9v32o9nyrz7dgRglptvygI0HXt6pJ5tbfcguBx4yqNq6KiEDn9FZfM6WzeN9+MkEcfrTSuCAhA5Buvy5CIiIg8BRtNREQeQtvhNoc1344dJUziGgpBgXm9JqNdxOVv9AUI6FGnFT7o+rBL5qxy1UHHjlBHRLhk3utVsHuXw5olJRXFp09LmKZmCx431n5BEBAyZky1nx/z4QdQXfH7SvDxQcyHH0Dp71/t50vJmpuLrPnzkfj4JKQ8/zwK9uyRO1IlquBgBI+3//dH4OBB8Kpf32VzR0ydgrrfLkXg0KHw69MHES9OQ/y6tdDExblsTmcLf/op1Fm0CAEDBsC36x0IffxxxK9bB59mzeSORkREboy3zhFRjSaKIgy//47Cv/+GMjAQ/nffDVVQkNyxbogpIQHnBg+BLS+vwrig0aDu0iXwadlSpmTOdzo3Fcn5WYgPjECcX9Xbjaorc84cZHz8SYUxVXQU6i5a5DbfEKa+/jpyv/veYT3+55/hFe+6b5hrm5zvvkP6Rx/Dpi85F0wZFITwKVMQeP9ApzzfVlSEvF9+RfHJk1BHRcK/Xz+P+3vJlJCAC6NGw5KWVmE8aMRwRE6fLlMqx3JXrkT24iUwnT0LdUwMgoYPQ9CoURAUfM2ViMhVeOtc7cVGExHVWJacHCQ+OhFF//xTNiZ4eSF65tseu0Wl6MRJpH/4AQy7dgM2G7Tt2iHs6aegveUWuaN5tKKjR5G7Zg2subnwad0aAf3vg1LnK3esMoa9fyLBwWoaryZNEL92jaR55KRfvwFZ8+ej+PhxKENDEDh4MEInToTCy8up89iKimDcfwCCQoBPu3ZQaDROfb6nS5gwAYbf7K+0q7NwQY1YZUlERNXDRlPtxUYTEdVYSf97CvkbN1YuqNVo8PMGt1mtciNshYWAzQaFr/s0Q8i1kqdORd66nyqMCd7eiPvqS/i2by9TKmllL16CtLffrjTu27kz6nw9T4ZEtZMlJwenOt3u8Aa9gIEDET2z8q8TERHVLmw01V5cL0xENZIlKwv5W7bYL5rNyF25UtpATqbw8WGTqZaJnjUL0e/MgrZDB3g1aYLAIUNQf+WKWtNkshUVIePzz+3WDLt3w7B3r8SJ3JdoMqHo2DGYEhNd8nybweCwyQQAtoJ8l8xLREREnkEldwAiIlewpKcDVdzEZUlNlTANUfUJCgUC7rsPAfc5PsC8Jiv8+5+yM5PsKfhtF3w7dJAwkXvKXrwYmV9+BWtWFgDAp1UrRL7+Grxvuslpc6ijo6GOjoY5JcVuXduundPmIiIiIs/DFU1EVCOpY2Mh+Pg4rGsaNpQwDZFnE2025G3chKQn/4eEh8cj88uvYMnJkTSDoHFwRf011muDnO+/R9rbM8uaTABQ+PffSBgzFub0dKfNIygUCHlsot2aKjoKAQOdc2g6EREReSY2moioRlL6+SHQwTc7Cj8/BA4aJHEiIs8k2mxIeW4Kkv/3P+Rv2gTDnj3ImD0b5wbeD5OEZyH6tGwJVVSUw7p/nz6SZXFHos2GrK/sn1Nlzc1F7g8/OnW+oCFDEPXmDKhjYkoGFArounVD3cVLoPT3d+pcRERE5FnYaCKiGiv8hedLthmVu75aHRuLuK++hCo4WMZkRJ4jf/MW5P38c6Vxy8WLSH/nHclyCEolIl95GVBXXrkU9OCDTt0a5oksmZkOt7IBJSubnC1w8GA02LwJDbdtReM/fkfcnC+giY1x+jxERETkWXhGExHVWAqNBtHvzELYk0+g8Mh/UAYGQntrOwgK9tiJrlXehg0Oa/nbtsNmMEh2ML1f9+6o9/13yFm8BEXHjkEVFobAIYNr/WomAFDqdBDUaohms/16UKBL5hUUCqijo13ybCIiIvJMbDQRUY2njom5vL2DnMJmMkGh0cgdgyRgMxgcF61W2IqLJb0B0adZM/i8M0uy+TyFQquFX69eDhuDjrYSExERETkbX9YnIqJrItpsyJq/AKe6d8eJlq1w6s5uyPxqHsQqbvcjwJqfj6ITJ2Gt4sY0d6Zt395hzatRI25DdSMR016ApkGDSuPB48bBt2NHGRIRERFRbcQVTUREdE3S3nwTOcu+K3vfcvEiMj78EKYL5xH91lsyJnNPtqIipM2cBf2aNRCLiyGo1fC/5x5EvPwSlDqd3PGuWeDQIcj57jtYLl6sWBAEhE6aJE8osksVGor6q1Yi7+dfYNy3DwqdDgH33gOfVq3kjkZERES1iCCKotwZnE4QhKSYmJiYJAlvwyEiqsnMyck43bMXYLNVLgoCGvz6CzR160ofzI0lPfEk8jdvrjTu26kT6iyYL0OiG2dKTETaO++gYPsOwGqFV6OGCJ00Gf59essdjYiIiNxUbGwskpOTk0VRjJU7C0mLK5qIiOiqDHv32m8yAYAoomDPHgSz0VSm+MwZu00mADD8/jsK//0XPi1aSJzqxmni4hD32WewGQywFRdzuxwREREROcRGExERXZWg8aqyrvDyliiJZyg8XPVV8oWHDnlUo+kSha+vpAd/U+1kyclB7o8rYDywH0o/fwTc1x+6Ll3kjuWRLJmZENRqKAMC5I5CRES1CBtNRER0Vbo7u0LQaiEajZVqgpcXdN27yZDKfSkDq/6mThkYKE0QIg9TfO4cEkY/BEtGRtlY3vr1CBw+DFGvvipjMs+Sv307Mj76GMUnTgCCAN9OnRDxwvPwatRI7mhERFQL8NY5IiK6KqWfHyKmvQAIQsWCICB86hSogoLkCeamdF26QBkSYrem0Ong16OHxImIPEPam29VaDJdkvvd9zD88YcMiTxPwa7dSJo0uaTJBACiCMOePbgwajTMqalOn8988SLSP/oIiY9ORMrLL6Pw8GGnz0FERJ6FK5qISBL5W7Yg6+v5KDp6FMrQEAQOGoSQRx6BQqORO5rsRKsV+du2wfjnPih8fOB/7z3wbtJE7liVBA0ZAq8GDZHz7bcwXbgATZ04BI0YAW27dnJHczuCRoPod99B0uQnIBYWXh5XqxE9aya3nxHZYcnOhuH33x3W9T+th2/HjhIm8kyZX3xh90w9a24uspcuRcSUKU6by3joEBIfmQBbQUHZmH7FSoQ/9yxCxo932jzWAgOyvpyL3DVrYMvVw6dNG4Q8OgG622932hxEROQ8vHWOiFwu58cfcfGV6ZXGfbt0QdxXX0K4cpVMLWLNy0PCw+NR9O+/FcZDHhmP8GeflSkVOYv54kXkrlgJ0/nzUMfGIHDwEGhiY+SOReSWTImJONOzl8O6X8+eiP30EwkTuV7x2XMw7NkDQaOB3109oHKwEvJaiWYzjrdo6bDu3aIF6v/4Q7XmKO9M33tgOnu2csGJt5GKZjMujByFwr+vOPtOoUDMR7Ph38vx7xkikhdvnau9uKKJiFxKNJmQ8dHHdmuGXbtg/OMP+HbqJHEq95H+/geVmkwAkDXva2hv6wBdZ75a6yzG/fuRvfRbmM6dgzo2FkHDh7v851cdGYmwyZNcOgdRTaGOiYE6OhrmlBS7de2tt0qcyHVEqxWp06dDv2o1UPqib9qbbyLs2WcQMmbMjT9YpYLg41NhJWV5Cp3zVlMW/nvEfpMJAEQR+vXrETap+n//5W3cVLnJBAA2GzI++BB+PXvW6hesiIjcEc9oIiKXKjzyH6xZWQ7rBTt3SpjmxpnT0pDxyadInDwZF994A0VHj1b7maLJBP1PPzms61etrPYcVCLnxx9xYdRo5P/6K4pPnEDB1q1IHD8eWfPnyx2NPJw5JQVZCxYi44svYDx4SO44Hk1QKBDy2ES7NXVMDALuH+iSeUWbDfnbtiFl2otInjoV+g0bIJrNLpnrkuyFC6FfuaqsyQSUrNxJn/UODHv33vBzBUGA/z19HdYD7u13w8++ks1QUHU9v+r6tSr4zfHXCaYLF2A6f94p8xARkfNwRRMRuZSgUlb9ASr3/2vIePBgyRkUBkPZWM533yPipZcQPPLBG36uzWh0+KozAFiysm/42XSZtcCA9JmzKnxDd0n6Rx8joH9/qMLCZEhGni5r/nykfzgbsFoBAJmffArfO7og9tNPofDykjmdZwoaMgSCQoHMuV/CnJgIKJXw694NEdOmQanTOX0+0WxG0hNPomDHjrKxvHU/IadtW9T5eh4UWq3T5wSA7G+XOazlfLsMvh063PCzw596CoX7D1RqwOi6dUPAff1v+LlX8m7WzOFtpACgbe+cFWiCSl11XV11nYiIpMcVTUTkUt7Nm0MdHe2w7u5nK4iiiJRp0yo0mUoLSJs50+EWj2uhCAiAOtbxlnXvpk1v+Nl0mWH3LtgcfCMEsxn5W7dKG4iuypqXh+KzZyv/uXMjhn37kP7e+2VNprLx33Yh4+OadY6Q1AIHDUKDTRvRcOcONN77B2I//bTKf0eqI2f5DxWaTJcUHjyIzHnzXDKnaLHAUsXtb6bk6p0xqgoNRb0VKxDx4ovQde0Kv169EDP7Q8R+9ikEJ764o/TzQ/CoUXZr3s2aQde1q1Pm8et5l8Oad9Om0FTx7ygREcmDjSYicilBoUDESy/aXbkUMOh++LRqJUOqa1d4+DDMFxLsF61W6DdsuOFnC4KAkIfH2a0ptFoEjRh+w8+my0STqVp1ko41Px8pz7+AU7d3xtm+9+BUlztw8e23YXPDX6PcH350XFu5EuIVDSi6PoIgQB0RAaWfn0vn0a9ZU0VtrUvmFFQqqOPiHNa96tWr9hxKnS+CR49C3JdzEfvJx/C/+24IyqusML4BYU/9D2HPPgNlWCiAkhs3AwYMQJ35XzttPl3XrtDd1aPSuODtjYhpLzhlDiIici7337NCRB7Pr0cP1PtuGbK/WYSi//6DKjQUAYMGIWDAfXJHuypbfn7V9byq61cTNHw4bAYDMud9DZteDwDQNGyAqNdfh6aKb0RqCuOhQyj47TcIKhX8e/eGV8OGTp9D26FDSaPTYrFb9+3cxelz0o1JenwSjH/9Vfa+zWhEzuIlsObmIubdd2VMVpm5ihUpNr0eNqPR5U0Sqj5r6d+711urruBRo5D29tuVC4KAoAdvfEu21ARBQOgjjyBk7FhYMjKg9PeHwtd5B44DJS9YxX70EXJXrIR+7VpY9Xr4tG6N4DEPwbtxY6fORUREzsFGExFJwqdFC8R88L7cMa6bd4sWEDQah6tetO1uqfYcIePHI+jBB1F07BgUWi28b7qp2s90d6LZjORnnkX+5s1lY5mffoag0aMQ+eKLTp1LHR6O4FGjkL1wYaVawMCB8Iqv79T55FJ8+jSsefnwvqmJy86VcSXjgQMVmkzl5a3fgLAnn3SrLTJejRqi8MABuzVVVBQULjhPiJzPp03rkrOg7NC2bu2yeYNGjYQ5OankrKbSJrhCq0X4tBegvaX6/65ITVCpoI6Kcunzg4Y9gKBhD7hsDiIich42moiIqqAKCkLQ8OHIXrSoUs27ZUv4dnHOahiFjw+0bds65VmeIGv+ggpNpktyFi+BtnVr+Pd1fGvSjQifOgXqmBjkLFkC04ULUEdHI2jEcASPHevUeeRQdOwYUl96uewmRIVOh+AxYxA66XGPuvLbePCg46LNhsLDf7tVoyloxAjoV66yeztZ8OjRbvtzb8nJgXHvXkCphO72252++sTThIwbh/yNmyAWF1csKJUImTDBZfMKgoCIadMQPG4cDH/8AYWXF3y73AGlrnb/ehARUc3ARhMR0VWEPz8VCj8/5CxdCmtuLgSNBv5390HEiy9CUPCouxuR+8MPDms5P/7o9EaTIAgIHvkggkc+CNFmqzG/bpasLCSMHQdrbm7ZmK2gAJmffQaFtxdCxo+XL9x1UgYEXKXuL1GSa+PduDFiPv4Iqa++CmtGJoCS82mCR49C8JiHZE5nX8annyFr3ryyFZoKX1+ET5lSq1eJeN90E+K++gppM2ei+PhxAICmXj2ET3kOvh1uc/n86ogIBA4Y4PJ5iIiIpCSIdq579nSCICTFxMTEJCVV79YOIqLybCYTLGlpUAYFueSa7drkWIuWgJ2VIACgiY9Hg59v/JD12iRz7lxkfPSx3ZoyJASNtm+DoNFInOrGWPV6nOp6J8Sioko1VVgYGm7f5tQbs5xFNJth2LcPYmEhfG65BaqgILkj2ZW7ajVS7W1LFQTUWbgAvh06SB/KzZgSEwGrFeq6dd12RRoRkSeJjY1FcnJysiiK7rMkmSRRM17SJaJaR7RYkLdxE9JmvYPMuXNhTk52+ZwKjQaauDg2mZygqgNcvZrwcNdrVfTffw5r1qwsmNPSJExTPcqAAES9+WalGyoFrRbR777jlk0mABDUauhuvx1+d93ltk0mAMhevNh+QRSRvWSptGHclCYuDpp69dhkIiIiqib3/KqNiKgKlsxMJIwdh+JTp8rGMj75FBEvv4TgESNkTOZ+LDk5EAsLoYqKcqtvnoLHjkXKc89VLiiVCB49WvpAHkoZHOK4qFJB6e9e282uJuDee+DdrClyV6yAOSUFXvENEDhkMNSRkXJH83ims2cd186ckTAJERER1XRsNBGRx7n4+usVmkwAAJsNaTPehLZdO153DKD47FmkvfU2DL//Dogi1HXrIGzyEwjod6/c0QCUNBQsmRnI/Oxz2AoKAADK0FBEvjgN2jZtZE7nOQLvH4jc5cvt1vzuuuuq5x65I6/69RExZYrcMWocdXQ0TOfPO6wREREROQu3zhGRR7FkZyN/23b7RVGEfuUqaQO5IUtmJi6MGg3Dnj1A6Tl85gsJSJkyBfoN7nP2UciYMWj0207EzZuHOt8sRKPt25x+CHhN59OqFcKeeqrSuKZhA0S+ZOc8Hqq1Aqs48Dtw+DAJkxC5MUMmcHorkHJI7iRERB6NK5qIyKNYs7MBq9Vh3ZKRIWEa95Tz3fewZmXZrWXOmYOAe+6ROJFjCq0Wui6d5Y7h0UInPgq/u3pAv+4nWPPzoG17C/x79/KYQ8BJGsGjR8N05gxyf1xxeVCpROijE+Dfs6d8wYjcgdUCbJwGHPgGsJbcyojwpsDAuUBUK1mjERF5IjaaiMijqGNioPDzgy0/327du+nNEidyP8aDBxzWTKfPwJKT49aHFtP182rYEOHPPO3SOURRdKtzvuj6CAoFombMQPDYsSjYsROCSgW/u3pw2xwRAGx9Hdj3VcWx9KPA4gHAEwcAbbAssYiIPBUbTUTkURQ+PggaMQJZX35ZqaYMDETAoEEypHIvSp2f46JaDYWPj3RhyOMZ9v6JzC++gHH/fih8fOB/770Ie/IJqEKqOIic3JZXfDy84uPljkHkPooLgP0L7NcKs4FDS4Hbn5Q2ExGRh2OjiYg8TtiTT0AsLkbOd99BLC4GAHg1bozoWTO5UgeAf/9+yN+82X6t511QeHtLnIg8VcGu3UicOLFsu6rNYEDu8uUw/vUX6v3wA5Q6X5kTkjsRRRGG3Xtg2LMHgrcX/O++G95Nmsgdi6hqOecBU4HjetoRyaIQEdUUbDQRkccRlEpEvPA8Qic+iqJjx6AMCIB306Zyx3IbfnfdhYD77oN+7doK4+q4OIRPnSpTqpqv8J9/kLVgIYr++QfK4GAEDrofgUOHQlAq5Y52wzJmz7Z7Jprp7FnoV69G8KiRMqSq+QzmIhSYihDq4w+lwjPubbEVFiJx4mMw/vln2VjW3C8R/NBDiJj2gozJiK5CFw4ICkC02a/7RUqbh4ioBmCjiYg8ljIwEL4dO8odw+0IgoCoWTPh3/du6DdsgM1ohG/72xBw/0AodTq549VI+du3I+mJJwGLBQBgTknBxSNHYPhzH2I/mi1zuhtjyc5G0dGjDusFu35jo8nJsovyMfPPFfj1/EGYbRZEaoMwrvldGN2su9zRrirjs88qNJkuyV60CNr2t8KvRw8ZUhFdA1040LgPcOLnyjVBAbTm33NERNeLjSYiohpIEATounaFrmtXuaPUeKIoIm3mrLImU3n5v/4Kw95h8O1wmwzJqkdQqQBBAETRfp232jmVyWrBmF8/xsmc5LKxi8YcvL3vRxRZzZjQsreM6a5Ov2Klw1rujyvYaCL3du9HQPY5IOPY5TFBCdz7IRDWWLZYRESeio0mIiKiaig+cQLmhASH9fzNmz2y0aT094dvp04w7Nljt+7fu4/Eia6u+Ow5GP/6CwqdL/zuvBMKX885Q2rThUMVmkzlzf93E0Y37QZvlXs290STCVa93mHdkpkpYRqiG+AXAUzcXbKqKemvklvmWgwFAmLkTkZE5JHYaCIiIqoOm4NzPUqJtspnHHmK8Oen4sKo0bBd0UTw7dwZ/ne7T6NJNJmQMu1F5G3YUDam0OkQ9cbr8O/bV8Zk1+6vi6cc1vQmI07kJKNVWH0JE107QaOBpmEDmE6fsVv3vvlmiRMR3QClCmjav+Q/IiKqFs84YZKIiMhNeTVpAlVUlMO6X7duEqZxLu/GjRG/aiWCHxoNr5tvhk+7WxD52muIm/NFydY6N5H+8ccVmkwAYCsoQPLU51F8ynEDx53o1FXfBnm1utxCxo+3Oy5oNAjiWV4O2YqKkL9tG/J++QWWrCy54xARETmF+3yVSEQ1QuF//yFn8RIUnToJdXgEAocOgV939z/IluhGCUolwp97FinPTal0npFv587w7dJFpmTOoY6JQcS0aXLHcMhmMiH3xxX2ixYLcr5fjshXXpY21A3o16A95h/ZbLfWNDgODQIdNzPdQeCAAbDm5iJzztyyFXDquDhETp8O78bue8aNaLHI1jTVr9+AtBkzyrYdCmo1gkaPQvhzz0EQBFkyEREROQMbTUTkNHmbNyP56WfKDkUuPnoMBTt2IOSRRxD+7DMypyNynYB77oEyMBDZ8+ej8J9/oQwORuD9AxE8bhy/YXQxa04ObHl5DuumKs7Pcic3BcfisVZ3Y87fv1QY99f44PXbH5Qp1fUJGTMGQcOGofCff6Dw9oZ3ixZu+/tfv2EDsuZ9jeLjx6EICEDgwIEIe2KyZOd6Ff57BCnPPw9YL2+tFc1mZM9fAHVEJIJHj5IkR3lFJ07AnJoKr4aNoInl2URERHTjBNHBbTKeTBCEpJiYmJikpCS5oxC5DcOf+1CwbRsAQNejO3zbt3fq80WzGae794AlI6NyURAQv2EDvOLd83wRIvJcNpMJp27vDFt+vt160IMPesSKpkv2XTyJVaf+QE5RAZqF1sEDTbogQhsod6waJef75bj42muVxn3atkXdJYshKJUuz5Dy/AvQr11rt6aOjUXDLfZXt7mCKSkJKc8+h8K//y4ZEAT43XUXoma+DaVO59S5kvIzsTPpCJSCEt3qtODvbaIaLjY2FsnJycmiKMbKnYWkxRVNRDWcaLEg+Zlnkb9pU9lY9qJF8OvVCzEffuC0LQPGAwftN5kAQBSRv2kjvCZOdMpcRESXKDQaBA4ZguwFCyoXVSoEPjBU+lDV0D6yMdpHuu9WM08nmkzI+Owzu7XCgwdRsGMH/Hr0cHmO4rNnHdbMSUmwmUxQaFx/y6BosSDx4fEwXbhQblBE/ubNEEUb4hz8XF33PKKIt//8Ed8e3wFb6Yvcb+5V4PHW9+Dx1p5xYD8REV07HgZOVMPlLFtWocl0Sf6mTchZtsxp84hmU5V1W3Gx0+aqiWxFRSg6edJxs44csmRmInPOHCQ8+ihSnn8ehj/+kDsSSSzsqf/B74pb8BRaLaJnzXLr84FIekUnTsCamemwXrB7tyQ51NHRDmvKsFBJmkwAkL9tW8UmUzkFWx3XrtfyE7uw5Nj2siYTAFhEGz459BO2XDjslDmIiMh9cEUTUQ2Xu2Kl49rKVQgePdop8/i0aQOFVgub0Wi3ruvc2SnzuErx2bPIXrgQxgMHofT3R8CA+xA4eLDLD4kVbTZkfjEH2UuWlBygKwjw7dIZUa+9VuU3Iu5AtNmQv3Ej9Ot+gq2gANpb2yFo+HCowsIky1B08iQSxoyFNTu7bEy/dh2CH3oIEdNekCwHyUuh0SB29mwUT5oE419/QaHTQdetO5Q6ac7bIc8hXKWBo9B4SZIjaNgDyN+40X7tgWGSZACA4hMnHRdFEUUnT0JTt2615/n22A6HtWXHf8NddVtXew4iInIfbDQR1XBVXZfszKuUlTodQh59FBmzZ1eq6bp2hfaWW5w2l7MZDx1CwsPjIZZrkhUePoyCnb8h9vPPIChct/gz49NPkTVn7uUBUYTht124MGYs4tethcLbPa80F202pDz3HPJ+vnxwsfGvv5Cz/AfUXbIYXvHxkuS4+PobFZpMl2QvWgS/3r2hbdtGkhzkHrwaNoRXw4ZyxyA35t2kCTTx8TA52Lrmf8XKOFfx7dgR4VOeQ/rsj8ou0AAAv7v7IPTRCZJkAABVeHiVdXVEhFPmScx3vIosqYoaERF5Jm6dI6rhvJs1vaHajQh9dAKi3noTmoYNAADK0FCEPDYRMZ9+4tR5nC1t5qwKTaZLCrZvR8H27S6b12YwIGfxErs1c0JChSaOuynYvt1uPmtWFtJmzZIkgzklBYUHDjis563/SZIcVDtYsrKQ/vHHOHv//Tg3ZCgyv5oHa0GB3LHoBkROfwWCnSZ+4JAh8GndWrIcIQ8/jIZbtyLipZcQ/tyzqL9mNWJnz4agVkuWwf+evg5v2vNq0gQ+LVs6ZZ56AY4bVvX8q252ERGR5+GKJqIaLmTcwzDs3gPYbBULCgVCxj3s9PkCBw1C4KBBEK1WSW7uqS7zxYso+ucfh/W8jRtddjBs8enTsBkMDuuFhw8j8P6BLpm7uvI2bHBYM+zeA6teD2VAgEszXO2bfDYByFnMaWm4MHwEzCkpZWNF//6LvA0bUHfpEij9/GRMR9fLt0MH1F+5AtmLl6DoyBEog4MReP9A+N99t+RZ1BHhCB41UvJ5L1HqdIj5+GMkP/lkha3vqqgoxMz+0GnzjGraDS/ttv/CysimdzptHiIicg9sNBHVcL4dbkPM++8h7d33YLl4EQCgioxExNQp8L2tvcvm9YQmE1By406VrlavBmVgYNV1FzdqqsNmLKyiaIOtqMjl+b3q14cyNNThwb7aW2916fxUe2R+MadCk+mS4hMnkLN0KUIfe0yGVFQdXg0aIOr11+SO4RZ0nW9Hw+3boN+wAZbUi/Bq3Ah+vXs79UDyQY06ISEvAwuObIbZZgUAeCvVePqW+3BHbHOnzUNERO6BjSaiWsC/b1/49eqFov/+AwB4N2/uMY0gV9PExlZ5XofvHXe4bu66deHTujUKDx+2Ww8YcJ/L5q4u344dULBjh92apkEDp53rURVBrUboo48i7a23KmeoVw8B997r8gxUOzg6tBkA8n7dyEaTC4km01UP8KbqUwYEIHjECJfO8fQt92FU027Yk3wMCkHAHbHNEODl2gP783fsgH7lSlgyMuHd9GYEjRwp2RmCVxKtVhSfOgVBqYRXo0ayZCAikgrPaCKqJQSVCj6tWsGnVSs2ma4Q/uwzgJ0Dv72bNYN/374unTvqzRlQhoVWzjRlCrwaNHDp3NURcP/9UMfFVS4IAsKemCxZjuBRIxFZ/oY+tRp+d/dBnUWLoPDxkSwH1WyiyXRDNXdnTklB6ivTcbJDR5xofxuSp05F8blzcscCAOjXrcPZfv1xvGUrnLytA9Lefc/hrabkOUJ9/HFfw9vQr0F7lzeZ0t57D0kTH0P+5i0oPHwYOcu+w7mB98Pw++8undce/foNON2zJ84NGIiz/frjTN97ULB7j+Q5iIikIoiiKHcGpxMEISkmJiYmKSlJ7ihE5CEMv/+OzC+/gvHgQSj9/RHQvz9CH39MkrNXrHl50K9ejcIj/0EVHISAgQPhfdNNLp+3usxpaUh/733kb9wI0WyG1003IfTxx+Dfq5fkWUSbDZaMDCh8faHU6SSf31VEqxViUZHDw3pJGkn/e8rhqqbgh0YjYto0iRNVnzktDeeHPgBLWlqFcUVAAOp99x284uvLlAzIXrwEaW+/XWlce+utqLN4EQRBkCEVeZKiEydx7j77q4LVdeugwa+/Svb7qGDXLiROeBS44nsuQa1GveXfw7upcy9mIXInsbGxSE5OThZFMVbuLCQtNpqIiKhabCYTxOJiHojsRNa8PKTPno28tetgMxqhadAAIY+MR+CAAXJHq5WKTpzAheEjKq2oUYaEoP6KH6GOipIp2Y1LmzkL2YsW2a0F3Ncf0e+8I3GiErbiYpy+oyuser3detxXX0Lnwi3NVDOkf/QRsuZ+6bBe78cf4NOihSRZLowaDeNff9mt+ffvh5h335UkB5Ec2GiqvXhGExERVYtCowF4horTiBYLEsY9jKIjR8rGTGfOIPWFabAZDAh+8EEZ01WP8a+/oP/5Z4iFRdB2uA3+ffs69cBhV/Fu0gR1v12KjM8/R8HO3yAolfDr2RNhT0z2yCYTABTs3Omwlr/Dcc3Viv77z2GTCQAKdu9mo4muSiwsqrJuK6ziQgsnK6ziZtuivx3XiIg8GRtNREREbiR/y5YKTabyMr+Yg6AhQzzycOTUV19D7vLlZe/r16xB9oKFqLPoG6iCgmRMdm28b74ZcZ99JncM57FzLt0lQhU1VxPUVf/eVnh5SZSEPJlvp44OV+wp/P0lW80EAMqgoLJbfyvVgoMly0FEJCUeBk5ERORGDL//4bBmzcpC0YmTEqZxjvwtWyo0mS4pPnkS6R98IEMi8uvZ84ZqrubdvBnUdeo4rPvffbeEachT+XbpAp92t9ithT46QdLLIgLvH+iwFjBwgGQ5iIikxEYTEbklm2jD0axEHM1KhE20yR2HSDIKH+9q1d1R7po1Dmt56zdANJulC0MAgOAxD0FTr16lcVVEBEIfmyh9oFKCICDy1ekQ7KxcCho1igcn0zURFArU+fJLBI0eBUXp+YGaevUQ9eYMhDz8sKRZQiZMgLZ9+0rjfnf3QeCgQZJmISKSCg8DJyK3s/nCYbyzbwWSCrIAANG6YDx/6yD0rtdW5mRU29lMJghqtUtvKyr8+2+cf2CY3ZpXkyaIX7vGZXO7yvmRI1G4/4DDeuP9f9Wo2wI9hSUnB9mLFyN/82bAYoWuWzcEjxkDdUS43NFQfPo0spcsRdF//0EVGoqAQffDX8aVVuS5RJut5PZOrVa+DFYrCnbuRMH2HYBKCf/eveHboYNseYikwsPAay82mojIrRxIO43Rv8yG9YpVTEpBgYV9/of2kY1lSka1We7KVciaPx+ms2ehCAhA4KBBCHtissu2X1yc8SZyvv22wphCq0Xc1/Ogbet5Dde0995D9vwFdmuaBg3QYMN6iRMReT7RZELR8eMQvLzg3aSJ3HGIiCpho6n24mHgRORW5v+7uVKTCQCsog3z/93MRhNJLmvBQqSXu37aptcje8ECFP33H+p8s9Alq5siX3kZvp06Inf1alizc+DTojmCHnwQmirOrrkR1ry8sjOhfDt1hNLf36nPvyR4xAjk/vAjbPn5lWqhj05wyZxENVn2smXI/OxzWLOzAQCa+HhETp8O3w63yZyMiIiIjSYicjP/Zl6oonZeuiBEKLkCO3POHLs1459/wvD779DdfrtL5vbr0QN+PXq45NkAkLXwG2R88gnE0mu+BR8fhD35JELGjnH6XOqYGNRZsAAXZ8xAUelV36qICIROehwB/fs7fT5PZS0ogFhYCFVYmNxRyI3pf1qPtDdmVBgznT2LxIkTUX/VSnjFx8uUjIiIqAQbTUTkVoK9dcgo1Duo+UmcpuYw7t+PnO++hzk5GZr69RH04IPwad5M7lhur/Cff+2uwrnEsHuPyxpNrpS3eTPS33mnwphYWIj0d96BJi4Wfnfd5fQ5fVo0R/0flsOUmAibsRBeDeIhqPhlCACYEhKQNnMWCnbuBGw2aBo0QNjkSbxhzQ2JNhuM+/fDqtfDp2VLqCMiJM+QNW+e3XGxqAg5S5cicvp0iRMRERFVxK/wiNyQKIrIXbECuZcaAw0aIHj0KPj36SN3NJe7v1FHzNy3wm5tYMOOEqepGbIXL0Ha22+XvV94+DD069YhetYsBPS7V8Zk7k/hXfnmq/KEq9TdVc7iJQ5r2YuXuKTRdIkmLs5lz/ZElpwcXBg5Cpb09LIx05kzSH76GUAQasXf+57CePAQUqZOhfnSGaAqFQIHDkTk9FcgqNWSZLCZTCg+edJhvfDfI5LkICIiqopC7gBEVFnaW2/j4ivTUXT0KKx6PQoPHkTyU08j08GrmDXJgzffiR51WlUavzOuBUY36y5DIs9mycxE+nvvVS5Yrbg4YwZspdumyD7vFi2gjnV8fqWnrjgpPnvWce3MGQmTUO7y5RWaTOVlfv65xGnIEUtGBhInTLjcZAIAiwW5P/6I9A8+lCyHoFZDUcVZaqrgYMmyEBEROcJGE5GbMZ0/X+m2qUsyP/8CVr39bWU1hUqhxGfdH8WC3k/iwZvvxIibuuLrXk9gTo/HoFYo5Y7ncfK3bIFoNtut2fLyULB7t8SJPIugUCDy1ekQNJpKteCxY+Hd2DMPp1fHxNxQjZzPuO8vh7XiU6dhKT3smeSVu3IlbAUF9ms//gib0ShJDkEQEDhwgMN6wKD7JclBRERUFW6dI3Iz+Tt2AKJotyYWFcHwxx81fiuFIAjoFH0zOkXfLHcUj2crLKqyLhZVXSdA16UL6q9cgewlS1F07BhUYWEIHDwIft09d4Vd0AMPILX0UO5KtWHDJE5Tuyl8fR0XVSoovL2lC0MOFZ885bBmMxhgTk6GV6NGkmQJfeJJFP7zLwoPHaowHjh8GPx79ZIkAxERUVXYaCJyM4LiagsNnX+VOtVcvp2qONdKpYK2veuvwhatVuQsXw79ipWwZGbC++abETx2rEddw+3VqBGi3nhd7hhOEzjofhSdOI6cJUsvN7YFAUGjRiLw/oHyhnMB0WyW7Ayd6+V/773I37zZbs2vWzcotFqJE5E9qqhIx0W1GsrQUMmyKHW+qLt0CQp27IBhzx4IGi/4970bPi1bSpaBiIioKoLoYOWEJxMEISkmJiYmqfw+eiIPYUpMxJnefQCbrVJN0GrRaOcOKP14+xpdu+RnnkHez79UGg8aNQqRL73o+vmffQ55GzZUHFQoEP3uuwi49x6Xz0+OmRISkL9tGwDAr3t3aOrUkTmR89iKi5H5+RfIXbEC1uxsaOLjETx2DIKGDJE7WgWiKCJlylTkrV9fYVwVFYW6S5ZAE8utjO6g+Ow5nO3XD7BaK9X8+/ZFzIcfyJCqhjq5Cdi/AMhNAEIbArdNBOp2kjsVEd2A2NhYJCcnJ4ui6PjAS6qR2GgickNp776H7AULKo1HTHsBwQ89JFkOa4EBuT/8gILSb0R13bsjcOhQKHVVbPWo5URRhFhYCMHb+xpWp0lDNJuROWcOcpb/AGtWFlRRUQgeORLB48ZCEFy7Qs548BAujBhht6YKD0fDbVt5xT25RMKECTD8tqvSeNjTTyP00QkyJHJMFEUUbN0K/foNsBkN8G3fHoGDB0MZGCh3NCond80aXHxleoVz77xbtkSdr77kr5Wz/PY+sG3GFYMC0P8ToO1oWSIR0Y1jo6n2YqOJyE3pf/oJOd99D3NSEjQN4hE8ajT8uneTbH6rXo8Lo0ZXukbZq1Ej1F26BMqAAMmyeAJRFJG9aBFyFi+BOSUFyqAgBA4ZgtDJk6Cwc5C0HERRhGg0QtBqXd5guiT9/feR9fV8h/W6y5ZB27aNJFmo9jDs24eE0fab8gqtFg1/+40Nc7ohlqws5P38C6x6PXxat4bv7Z0k+/u0xstLAWY3B8TKq8bg5Q88exzQ8M+tzWSCNTsbyqAgKLy85I5DVCU2mmovvoxM5KYC+vVDQL9+ss2fNX9BpSYTABSfOoWs+QsQ/szTMqRyX+nvv4/s+ZdXoVlzcpD11VcoPnsGcZ99JmOyywRBgFDVwcMucPUXM2reix0kP8Pvvzus2YxGFB46BF2XzhImoppCFRKC4FEj5Y5RMx3fYL/JBADFecDprUDT/tJmuoIlJwfGvXsBQQHfzp0lbViLJhMyPvkEOT/8CFteHhQ6HQIHDULYM0+z4UREbsc99nUQkdvJ+/VXx7VfKp/3U5tZsrKQs3iJ3VrBlq0o/PeIxInch183x6vwlGGh8GnRQsI0VFsIV1lFKHi5xypDIirHUlx13WqSJocDmXPm4PSd3ZD89DNIfuopnL7jDmQvWybZ/Ckvv4ysr+fDlpcHALAVFCB70SKkPDdFsgxERNeKjSYiskssLHRYsxU5rtVGxr/2Vziz40pVra6o6bTt2sGvd+/KBUFA+LPPuu1NYOTZ/Pvc7bCmioiAtm1bCdMQ0TVpeJfjmlID1O8qXZYr6H/6CRkffwKx+HIzzGY0Iu2NGSjYvcfl85vOn0feT+vt1vI3b0bRicor0ImI5MRGExHZ5dvJ8Q0vuk63S5jE/Sl8vKtVr+liPngf4S88D69GDaEMDIRvp46ImzcPgQMGyB2Naiiv+PoIeeSRygW1GpHTX+EB9FewZGQg79eNKNi1u8qmuSuIFgsMe/cif+tWWLKzJZ2bbkzhP/8g5eWXkfDIBKS99x5MzjoTNfwmoJX9yyPQcRKgC3POPDcge9Fix7UljmvOYjxwAKhiK7rxr79cnoGI6HrwKy0isitkwiPI37oVtoKCCuMKX1+ETLDzDVwtpu3YEcqgIFhzcioXVSr7K3pqEUGlQsiYMQgZM0buKFSLhD/7DHzatkHujytgSUuDV5MmCB41Et433yx3NLch2mxImzkLOd9/D5Q2mJShoYia8UaV216dpWDXLqS+/AosaWkAAEGtRtCDDyJ86hS3ubWTKspetAhpM2eVvW/YtQs5y75D3Jwv4NuhQ/UnuO8zIKwJsH8+kJsIhDYCbpsI3Ppw9Z9dDcVnzzqsmc44rjmLwldXdZ2XGxCRm+Gtc0TkUNHx48iY/REKdpVcEa7r0gVhT/2P36jZkbdxE5KffRawWCqMh095DiEPy/sFcm1kPHgIpoQL0NSpy1vtiBzInDsXGR99XGlc0GhQf80aeMXXd9ncpvPncfa+ARW2Il0S9swzCOULGm7HnJKC0z17AdbKB3aro6PRYMvmGtsgPNuvH4pPnbZb0952G+ou+sal89sKC3Gq651l5zOVJ2i1aPTbTih1VTejiOTAW+dqL65oIiKHvG+6CXFfzoVoKjmA82oH7NZm/r17QVPnB2R/+y1Mp89AHR2FwKEPwLfDbXJHq1XMyclIeuJJFB09Wjbm3bQpYj/9BOqYGBmTEbkX0WpF9tJv7ddMJuQsW4bIl19y2fw5331nt8kEADlLliDk4XEQlEqXzU/XL++XX+w2mYCSJlThgQPQ3nqrxKmkEThsGNJmvGm3FjR8mMvnV/j4IGrGDCQ/91zZ6kMAgFKJqNdfY5OJiNwOG01EdFWe1mCyZGQgd/UamFOS4RUfj4ABA6D093f5vN4334zoN+1/IUquJ4oiEh+fhOITJyqMFx09isTHJ6H+mtUQBEGmdETuxZqbC2tmpsN68Rn7qzecpeik48OLLRkZsObmQhUS4tIMdH2sV2ylv966JwsaMQLFJ08h94cfLp+VpFAg5JFH4N+njyQZ/Hv3glfD1cj5fjlMF85DExuHwGEPwLtxY0nmJyK6Hmw0EVGNUrBzJ5L+9xTEoqKysYzPv0CdeV/Bp2VLGZNVX2ZBMQzFFsQGaaFUsGFyJeOf+yo1mS4pPnECxj/3ybbCrPjMGdgMBng1bgyFd+0+HJ7cg9LPDwqdrtI5fJeoo6JdOr86MsphTeHrC4Wfn0vnp+unbdcOWQ5qgkYDn9atpYwjKUEQEPX6awge8xAKduyEoFTCr0d3yVfKejVogMiXXpR0TiKiG8FGExHVGNYCA5Kffa5CkwkAbHo9kp9+Bg02b/LI8yPOZRowfe0R7D6dCVEEogO8Mbl7I4y4rY7c0dyK6fy5quvnzkreaCr89whSX52O4qPHAADKgACEPDIeIePHS5pDbpacHBT9+y8UOh18Wrf2yD+HNY2g0SDg/oHIWbzETlFA0ANDXTp/4NAh0K9ebbcWMGAAFB62krY28O3UCT7tbkHh/gOVakEjR0IVFCRDKml51a8Pr/quO7uMiKim4Fd6RE5iKyqCft06ZM6di7yNmyBecSg0uV7+xo0OX503JyfD+OefEieqvhyDCcO++gO7TmWWrdZP0RfhxdX/4vt9CfKGczNXe2VZ6leezWlpSHj44bImEwBY9Xqkv/+Bw7NxahrRZkPaO+/i9J3dkDjhUVwY8SDO9O5TY67itplMsGRkeOzf9+HPPAPfLl0qDqrViHjpJfi0auXSubVt2iD8heeBK85h0nbogPBnn3Hp3HRjBEFA3Ny5CBw6FIKPD4CSWwrDnn4a4VOekzkdERG5E65oInKCwsOHkfj4JFizs8vG1LGxiJv3FV/5kpAl29Gi/tJ6VnaVdXe0fH8i0vLsH5j72fbTGNouDgpuowMA+N5+O9R16sCcULkBp65TB76dO0uaJ3f5crs3BAFA1oL5CBoxvMav7Mn68ktkL1xYYcycmIjERycifv1PUEe7dnuWq9iMRqS//wH0a9bAZjRCGRqK4JEjETLhEY/6NVV4e6POvK9gPHQIxj/3QaHVwq9Pb6jDwyWZP2TMGPj36YO8n3+BzWiE723ta+xh0jWFUqdD1BuvI+LFabDq9VCFhEBQ8dsJIiKqiP8yEFWTrbgYiZMmV2gyAYA5KQnJ/3sK8evWypSs9vFp3rzKunfTphIlcZ795x03x5JyCpGaV4SYQB8JE7kvQaFA3OefIXHiYzAnJ5eNq6OjEffF55I3AAr/+ddhzZKSCktmpmTf0MtBNJuRvWSp3ZrNaETO8h8Q/vRT0oZyksRJk2D8Y2/Z+9bMTGR89BGsOTmImPaCjMlujLZNG2jbtJFlbnVkJELGjZVlbqlYbTYoPagBeS0U3t48b46IiBxio4momvI3b4E1y/5KmuKTJ2E8eBDatm0lTlU7aTt0gHeLFij6t/I3+H4974JXvOetLvP3UTusKRUCdF78a7w8r0aN0GDjryjYsQOmCwnQ1K0D3Z13yvKKuyok2GFN0Ghq/HXUloyMSg348hwd3O7ujH/9VaHJVF7OsmUIeXQCVMGOf+2p9lh96g8sOLIFp3JTEOLthyGNb8fjrftCo3T89zoREVFNULNeXiGSgTklpep6ctV1ch5BEBD35VzounUDLr16rFYj4L7+iJ41S95wN+j+NrEOa91vCkdAFY2o2kpQqeB3110IeXgc/O66S7ZtHQED73dY87+7DxRarYRppKcMDITg5eWwroqIkDCN8xj27XNYE81mFB48KGEaulYWmxUH0k5jb+oJFFlMLp9v/r+bMG33YpzKLfkaIKsoH3P/+RWTt37p8rmJiIjkxpfCiarJq2HDquuNqq7XFnmbNiFn8RIUnz8PdUw0goYPR+CAAU6fRxUcjLg5X8Ccmgpz6kVo6sRBFRrq9Hmk0rlRKEZ3rIvFf1yoMB4T6INX+3neVsDaxLfDbQiZMAFZX31VYdyrcWOEP/+8TKmko9Bq4X/PPdCvWmW3Hjh4sMSJnEPh61utOklv4/mDeOvPH5Bu1AMAAjRaTG5zL0Y17eaS+QzmIsz5+xe7td+S/8O+iyfRPrKxS+YuT7RYYPhjL6x6PXxat4YmVtoLEYiIqPZio4momnRd74Cmbl2YLlyoVNO2bw/vm26SIZV7yZo/H+nvvV/2vjUzE6l//4Pik6cQMXWKS+ZUR0VBHRXlkmdL7Y37mqNP80isOZSM/CIL2tcPxuBbYuHnzdVM7i78mafh36c39Os3wFZQAG379vDv1RNCLbm6PeKF52E6cwaFf/99eVChQMTzU+HTouoz1dyV/913I/39DwA7N82pIiKgbd9ehlTkyN8Z5/DMjvmwirayMb3JiLf+/AFhPv7oU/8Wp895OP0cCsxFDuu7ko66vNFk2LsXKVOfhyU9vWRAoUBAv3sRNWNGrfn7h4iI5MNGE1E1CUol4uZ9haSnnqpwjbm2QwfEfPiBjMncgzU3Fxmffma3lv3NNwh+cITk1857ok4NQtGpgXQrsxKyjDiSokeIrwbt6wdDEHiz3Y3ybtrUfQ6iv3gEOLYOsJqBRr2Auh1dOp3S3x91v/8Oht27YfxrPxR+OgT07evRf+bVERGImDoVaTNnAqJYNi54eSHqzTchKJUypqMrLfpvW4UmU3nzj2x2SaPJS1n1l9eaq9Sry3zxIhIfnwTRaLw8aLNBv3YdlIGBiJg2zaXzy6kmHrxOROSJ2GgicgJNnTqIX7UKhX//DXNKCjTx8fBu0kSWLOa0dJhTkqGJc48tYwV79kAscvDKrs2G/G3bETxqpLShyKFCkxXPrfgbP/+bWvY9dL0QLT4d3hYtYgPkDUfV8/MUYF+5bXy7PwRuuhcY8g3gwsOJBUGArksX6Lp0cdkcUgsePQo+rVsh54cfYElJhVfjxggaPgyaunXljkZXOJ6ddEO16mgT3gAR2kCkGXPt1u92QXOrvNwfV1RsMl1RC3vyyRq3xXNH4r+Y8/cv+DvjHHRqb/RvcBuebNsPgV4168cpBeOhQzCdvwBNnThob3Ht71UiqrnYaCJyIp9WreDTqpUsc1tzc5E6/VXkb90KWK2ASgX/Pn0Q+dprUOr4hRZdm1fWHsGGf1IrjJ3PMmL0gj+xc2o3+HO7nmf6d0XFJtMlx9cDez4C7nDNFtaazKdlS/i0bCl3DLqKMB9/nNVfdFBzTfNcqVDg1Y7D8L/t82C2WSvUHm7eEw0DXbutu/jsGYc1m9EIc1oavOLjXZpBSr+eP4int38NESWvjhSYi7Ds+E4cSDuN5fdOhbeKWwWvhTk1FUlPPImiI0fKxryaNEHsZ59CExcnYzIi8kRcW0pUQyROmoz8TZtKmkwAYLEgb/16JD/7jKy5dLffDsHb235RoSi5IY7cQmZBMdYeTrZbyzGasfqg/Rp5gAPfVFFbLFkMun6WjAykzXoHp3v1xumevZA2cxbMl87doasa3Pj2G6pVV/c6rfDDvc9jYMOOaBoch66xzfFZ90cx5VbHt1E6izo62mFN0GjcYrWzs4iiiNkH1pY1mco7kZOMDWf3y5DKMyVNmlyhyQQAxSdOIHHiYxBt9refEhE5wkYTUQ1gPHgQhQcO2K0Zdv6GohMnJE50mTIwEGGTJ9mtBT/0EG/BcSMXsgwwWyt/sX7JybR8CdOQU+XbX9FRUkt1XCNZmdPTcf6BYcj+5huYExJgTkxE9qJFOP/AMJjT0uSO5xH6NWiP4TfdUWn8zrgWGN+il0vnvjkkDjO7jMaq+17Elz0n4a66rV063yWBgwcDKvubFvz79oXS31+SHFJIKsjEhTzHjdfdyUclTOO5jPv3o+io/Z8r05kzMOz5XeJEROTpuHWOqAa48hWoyvX/ZDszCgBCxo+HOq4OcpYsQfG5c1DHxiBo2HAEDhwgWyaqLDLAB4JQ4XzjCqIDfaQNRM4T2QLIOuWg5pm3v9UG2fPnw5ySUmnckpqKrHlfI/Lll2RI5Xle7TgcQxt3xqYLh2CxWXFHbHPcGtlI7lgu41W/PqJnzkTqK69UOCNR264dIl56UcZkzqdRVL2d29UHr9cUpvPnq66fOwd06SxNGCKqEfi3L1ENoAwOuUo9SKIkjvn37gX/3q599ZiqJybQB3c2DsP2ExmVahqVAkNuiZUhFTlFh8eBo2sB0Vq51ulJ6fPQNcnfvMVxbcsWNpquw80hcbg5pPacMxPQ717ounRG3sZNsObpoW3TBtp27eSO5XQRvoFoHRaPwxln7dZdcatgTXS1m0DVsfz3n4iuD7fOEdUAfj26QxFg/1BTVVgYdJ35KhRdm3cHt0LTqIrbKrQaJT4b3gbh/g7O2iL3F3crMHg+oIu8POYdAPR5B2ju+jNj6MaIjpYXAgDPTKGrUAYGIuiBoQh95JEa2WS65KXbhkCnrvzvU+96bdE1tpkMiTyPtkMHaBwcEK+OiYGua+Xtp0REVRGq/CLGQwmCkBQTExOTlOSaa2uJ3FHBrt1IevJJiIWFZWMKnQ5xc+fU6C8wXUUURexOPoodSUegEhToWbc12tXgrRbliaKIHSczcCRJjxCdF+5pGYUAH942VyNYLUDin4DNDMS2BzRauRNV20V9ET7ddgob/7sIi01EtybhmNy9IRqE6eSOVm0X35iBnGXL7NYChz2AqNdekzYQkZtKyMvA4qPbcDD9DPw1WvRvcBvua3AblAq+pn6tis+eQ+LEiTAnJJSNqaKjEDdnLrybNJYxGXmy2NhYJCcnJ4uiyGVxtQwbTUQ1iCUzE7mrV8OcmARNvXoIGDgAqiD5t815mmKLGY9vnYM9KccqjPeLb4937ngICoFfuBK5g/T8Igz8/Hck5xZWGPf3VmHV47ejYbhnN5vMqak4P/QBWDIqbmdVhoai/vLvr7rdhYicy2YyIf+XX1CwZw8UXl7wv/tu+HbqJHcspxGtVhTs/A2m8+ehjouFX7duEBwcLE90Ldhoqr3YaCIiusLnhzfg00Pr7dbevH2kS6/EJnmcyzRg438XYbWJ6H5TOG6Oqjm3MtVkM385hi932j+bpX+raHwyvI3EiZzPnJKCzC+/Qv7WrYAowq97d4Q8+qjb3NhZdPIkcr5dhuJTp6CKCEfQ0KHw7dhR7lhETmfV63FhzFgUH6v4IlTAff0RNWsWBEGQKRmR+2KjqfZii5qI6AqrTv3hsLby1O9sNDlB8ZkzyPrqKxT8/jsUGi/4970bIQ8/DGVgoORZ3tpwFF/vPld22957G0/g/rYxeH9wKygU/MbBnW075vha863H0iRM4jrq6GhEvf4aol5/Te4oleRv347kJ/8H0Wy+PPbLrwh76imETnxUxmREzpfx8ceVmkwAoF+7Dr533IGAe+6RIRURkXvi/g8ioitkFeY5rGUX5kuYpGYqOn4c5x8YBv3adbBmZMKcnIyseV/j/MiRsBYUSJpl3d8pmLfrcpPpklUHk7FgzzlJs9D1U1bRCGST0LVEiwUXp79aocl0ScYnn8CUlCxDKiLXEEUR+rXrHNb1a9ZKmIaIyP2x0UREdIXmoXUd1pqF1pEwSc2U8dHHsNlpKJlOn0Hu8uWSZln25wXHtX0JDmuuUrBnDy6MfgjHWrTEyU63I+2dd2HNZ3PTkV7NIh3W+lRRo+oz7t9f6eyoMjYb8n/9RdpARK5kNsNmMDgsW3NzpcsCwFZYCGuB4zxERHJjo4mI6ArjW/SCgMqrIdQKJcY2u0uGRDWHaLGg4LffHNbzt26TMA2QklvksJZaRc0V8jZvRuIjE2Dctw8wm2HNzkb2woVIGDMWNpNJ0iyeYtzt9RAf5ltpPMzPC0/2qB23RMrFVlh4lbq0f36IXEnQaODdrJnDuk+b1pLkKD59GokTH8OJW9rhZLt2OD/iQRj27ZNkbiKi68FGExFKbtnIXbEC50eOxJl770XKyy+j+NQpuWORTO6Ma4GZXUYjXBtQNhbnF4pPuj+KFmH15AtWG0h8mGrjCMe3klVVc4WMD2cDNlul8aL//kP+L1wdYk+gVoOVEzthcreGaBDmi7ohWoy9vR7WTb4dccFauePVaNo2bSB4ezus+3bigeA1WeHffyPlxZeQMG4cLr71NorP2j+UvyYJeXSC3XGFry+CR41y+fzm5GRcGDkKBTt2lP1bUXjwIBIfHg/jwYMun5+I6HrwMHCq9URRRPJzzyH/l1/LxkynzyBv/QbUmfcVtLfeKmM6ksuAhh1wb/ytOJqVCKWgQNOQON4o4wSCSgVd164o2L7dbt2ve3dJ84zrXB9bj6dXOqMJAB7uEi9ZDlNiIkznHJ8JVbDzNwTcd59keTxJkK8Gz/Vugud6N5E7Sq2iDAxE8JiHkDX3y0o1386dob3lFhlSkRSyl36LtLfewqW/OA2//4Hc5csR88nH8LvzTnnDuZB/r14Q330HGR9/AnNyyRlk3i1bIvKlF6GJi3P5/FmLFtndoieazcj8Yg7qfD3P5RmIiK4VG01U6xl276nQZLpELCrCxbfeRvya1TKkInegUijR0skrmESbDQXbtiHv140QTSb43n47Avr3g8LHx6nzuLOwp56Ccf9+2K44e8irUSMEPjBU0iydGoTinftb4q2fj0FfWHKosa9GiSd7NEL/VtGS5RBUVf9zLKj5zzW5n/CnnoIqOATZixbBnJwMRUAAAgcNQtiTT8gdjVzEnJ6OtFmzcGV3XjSZkPrKK9Bt2wZBrZYpnesF9O8P/3vvhen8eQgaL2hiYySb27j3T4c1w969kuUgIroW/MqVar38TZsc1oqPH4fpwgVo6jo+HJroWolWK5Kfegr5m7eUjeVv2oScpUtRZ/EiqIKCZEwnHe8mjVFv+XJkff01DLt3Q/D2hv/ddyNk3FgoddJuVwOAobfGoX/raPx+JhNWG9AhPhh+3tJ+o6SOioJ3ixYo+vdfu3W/3r0lzXMjCg8fhmHfX1D4auHfuzdUoaFyRyIJBI8ehaBRI2EzGKHw8YagVLpsLmuBAdkL5kO/7ifYCgqgvbUdQiZMgE+LFi6bkyrK/3UjYLHYrVkzMmHY+yd0XTpLnEpagkIBr3jpVryWzevjeKtqbXqxiog8AxtNVOvZu5r5eupE10q/Zm2FJtMlxadOIfPTTxE5fboMqeThFV8f0W+/JXeMMt5qJbrfFCFrhohp05AwfjxEo7HCuK5HD+jceDuKragISf/7Hww7Lx/ynjbrHURMewHBI0bImIykIggClLrKh7I7k624GAnjxqHon3/KxvI3b0HBzt8QN28efG9r79L5qYTNWPVNZ7Yr/v4i5wno2xdFf/9jt+bft6/EaYiIqsbDwKnW093RxWFNHRsLjQtftbIZDCjYuRMFu3bBVlzssnmkYjx4CMnPPIuzA+9H4qTJKNi1W+5IbkW/bp3j2lrHNaodtG3boP6KHxE4ZAg0DRvAp21bRL7+OmI//giCwn3/uc6YPbtCkwkAYDYjbcabKPzH/jdFJB3RYkH+li3IWrAQ+du2Q7Ra5Y50Q/LWr6/QZLpENJmQ/sEHMiSqnbTtq2joqdXQtm0jXZhaJnDYMGjbtas0rqlbF2FPTJYhERGRY1zRRLWeX8+e8GnVCoV//12xIAgIf+Zpl32Dl71oETI++RQ2Q8mrg8qAAIRPnYrAQfe7ZD5Xy129BqkvvVR2E0rxsWMo2LoVYU8/jVAHN7XUNleeSVShZjBAtFpduu2E3J9XfDyiZrwhd4xrJppMyF25ykFRRM7y5fBp2VLaUFSm6MRJJD42EZaU1LIxdZ06iJs7F17x9WVMdv3yHVwgAABF//wDS2am227XtOTkQL96DYpPnoQqIgKBg+6Hpk4duWPdEG3btvDt3BmG3ZVfSAoaNgyqsDAZUtUOCi8vxC2Yj7x160rOeTSbobvjDgQOGQylv7/c8YiIKmCjiWo9Qa1G3Pz5yJzzBfRr18GamwufVq0QOuER6Lp2dcmceb9uRNrMWRXGrHo9Ul9+GeqYaPh26OCSeV3FVliItLfftns1e8annyJgwACoI8JlSOZefG65BUVHj9qvtWnjsiZT0YkTyPpqHox//QWFToeAfvci+KGHoNDy+neqHmtBAWwFBQ7r5pQUCdNIo2DnTujXroU1Lx8+bdsg6IEHoAoJkTtWJaLFgqTHHqvQZAIAc0ICkiZPRvyG9R51k+ZVs7rpj6XwyH9IfPhhWPX6srGs+fMR/fZbCOjfX8ZkNy7200+Q/uFs6Fevhq2gAMrQUASPfBAhE5z7opJx/37kfPc9TEmJ8KpXH0EPjqj1jWuFRoPAwYMROHiw3FGIiKokiPbudPZwgiAkxcTExCQlJckdhciu88OGo/DwYbs1XbduiJvzhbSBqil/yxYkTXZ8y1DEyy8jeOSDEiZyT6bERJy7f1DllU0KBeLmzoHujjucPqfx4CEkjBsHsaiowrhPmzaos+gbKDQap89JtYdoteJU1zthzcy0Ww8aORKRL78kcSrXSX39deR+932FMWVICOouXgSvBg1kSmVf/rZtSHp8ksN6nW8WetSLGrlr1iD1hWl2az5t2qDed8skTnR1oijibN97YDp3rnJRrUaj7dvcdhXWtRBNJljz86EMDHT6CyXZS79F2ptvVhxUKBD11lsIHDjAqXMRkevExsYiOTk5WRTFWLmzkLTc99AHohqs+NQpx7WTJyVM4hyiyVStem2hiYtDnYUL4dPulstj8fGI+Wi2S5pMAJD+3nuVmkwAUHjoEPJ+Wu+SOan2EJRKBD9o/8BvQa1G0IjhEidyHcPevZWaTABgzcrCxRlv2vkMeZmTkq9S96wX4wL69q3wd+clgrc3wqdMkSHR1RX9/bf9JhMAmM3Y8MIL2LRpExISEmCzsyLY3QkaDVQhIU5vMlmys5H+7ruVCzYb0t56q+zIASIicl/cOkckA1VkJExnzjiseRrtbbdBUKsd3tAnxVXHlsxM5K5cheJTp6COiio5A6NePZfPe718mjdDvaVLYcnIgGgyQR0T47K5LDk5KDx0yGE9f9s2jz0TjNxHyKOPwpKZhZzly8uuPVeGhCBqxgxZrgB3Ff1PPzmsGffuhSUjw63Op9HUr3eVumed0SRoNKjz9dfIXrwEeT+tgzW/ANpbb0XI+Ifh3aSJ3PHssuTkXLX+xx9/4I8//oBWq0Xjxo3RuHFjNGjQAJpavNo0f+tWhy9Q2QoKULBrF/z79JE4FRERXQ82mohkEDR0SKUzmsrXPI0qJATBY8Yga968SjX//v3g1aiRS+c3HjyExEcfrbAlLWvhQrc+A8MtviGtgVunSXqCQoHIV15GyIQJKDx4AAqtFr4dO0KoYd8o2wxVX9vubte6+95+OzTx8TCdPVup5t20KbS3VF4d5O4U3t4InfAIQic8IneUa+LdrBmgUpU1YK+UVe5sL6PRiMOHD+Pw4cNQqVSIj49H48aN0aRJE+h0OgAll0YYDxwAFEpo299aY7c+i4WVV+GWZ7tKnYiI5MdGE5EMgkaOROF//yFvXcVXyIMefBAB990nU6rqCX/2Gaijo5C9aDFM589DFRWFoGHDEDL+YZfOK9psSJk6tfK5RxYLUl9+Bb5dukAVFOTSDO5KFRRk/0bFUn7du0mciGoydUQ41HffLXcMl9G2vxX5v/5qt6aKjoI6Lk7iRFUTFArEfTkXSZOfQPGJE2Xj3s2bI/bTT2RMVnuow8MROHAAcn9cUamWExiI1Ohou59nsVhw8uRJnDx5EuvXr0dMTAxaJSTAb8PPEC/dVBsUhIgXnvfYrxmq4tupo+OiUgnfDrdJF4aIiG4IDwMnklHR0aPI37EDgkIJv553ud1hsjdKtNkgKKQ5As6wbx8SRj/ksB7xyssIfrD2HkRu3L8fCQ+Ph1hcXGHcu2VL1F2yGAovL5mSEXkWm8GAs/ffD/OFhEq1yBlvIGiI+65GNe7fD1NiEjT16kLbpo3ccWoV0WRC2nvvI3fFCoiFhYBCAVXHjki9rz+Opabi4sWLV31GbEICOu35vXJBoUDdRd9Ae+utLkgur+QpU5FnZ7tq0IgRiJz+igyJag9rbi4y58yFfsMG2AwG+LZvj9DHJsKndWu5o5EH4mHgtRcbTUTk0fI2bULyk/9zWA99YjLCJjm+eak2KPzvP2TN+xrGffug0OkQcO+9CB43Dkqdr9zRiDyKOS0NabNmIX/LVsBshqZuXYRMnMhbsOiqrAUFMCckQBUWVmHrtF6vx4kTJ3Dy5EmcO3fO7qHgPTZtQkhWtt3n+vW8C7Gffuqy3HIRLRZkfvklcr7/HtaMTKgiIxE88kEEjxsn2QtZtZHNYMD5YcMrXVojqNWI+/pr+N7WXqZk5KnYaKq92GgiqsGsBQXQr11bckB2ZBQCBg6AOiJC7lhOZU5Nxem7egJWq9163NdfQ9f5dolTEVFNZjMaYTMaoQwJgSAIcsehGqKoqAinT5/GyZMncerUKRSV3hh6/w8/QuXg3zh1nTpouGmjlDElJYoixKIiCN7e/LMmgeyl3yLtTfu3aPq0bo16338ncSLydGw01V48o4mohio6dgwJD4+HNfvyq6CZn3+O6A/eh3+vXjImcy51VBQC7rsP+lWrKtW8W7aE7+2dZEhFtZkpMbFk9ZivL3R33AGFVit3JHIyhVbLX1dyOm9vbzRv3hzNmzeH1WpFQkICjh8/juINP0OVl2f3c9QeeFPt9RAEAYKPj9wxao2CnTsd1goPH4Y1NxfKwEDpAhGRx2KjiagGEkURyc8+V6HJBACi2YyUqc/Dt337GvWFQtRrr0Lpp0POjysgGo2ASgX/Xj0R8corfAWUJCNaLEh9ZTr0a9aU3ein8PND1Ouvwb9vX3nDEZFHUSqVqF+/PurXr4/MlBRkvPe+3Y8LHDpU4mRUkwlKZRVFAaiqTkRUDjc5E9VAhYcO273SGgDEoiLoN2yQOJFrCRoNIqZNQ6PffkP9tWvRaNdviPnww1p72xzJI+Pzz6FfvbqsyQQAtvx8JE99HkXlbv2SiiUnB/nbt8Ow90+IDrbdEJH7CxkzBv733FNpPGj0KATcW3mc6Eb59ezpsObbsQOUfn4SpiEiT8YVTUQ1kDU7q+q6g0NFPZ1S5wtlk8ZyxyA3cDo9HztOZEClENCzWSRiAl279UK0WJD7/XL7RYsFOd99h6jXXnNphrIsooiMD2cje/HistsGVZGRiJrxBnRdukiSwZUMe/ci84s5MB44UHK4fb9+CJs8qUat0iQqT1AqEfPB+wgeOxYFO3ZAUCnh17NnjbmptjbKKszDnpRjUAgKdIlpigAv97icw7/fvdCvXg3j/v0VxhU6HcKfe06mVETkidhoIo+Wt2kTcr5dBlNiArzq1UPQyJHw695d7liy8775ZkChAOzcXgMA3s2bS5yISBo2m4gXVv2DH/ZfvgxixoZjmNStIZ7p6bompFWvhzUnx2HddOGCy+a+UvbCb5A1b16FMcvFi0ia/ATqr14Nr/j6kmVxtoKdO5H4+KSyw/9tej1yli6Fcd8+1Fv+PRQ8y4VqMJ/mzeDTvJncMaiaPj20Hl/9sxFmmwUA4K1U46lb7sOYZj1kTgYoNBrEfT0POcu+Q9769bAZjdC2b4/gsWPgVd9z/+0gIulx6xx5rIwvvkDyk/+D8c8/YUlJheH3P5D0+CRkXvENVm2kjomxu8weALwaN4buzq4SJyKSxoI95yo0mQDAahPxydZT2PTfRZfNq/T3hyIgwGFdExvnsrnLE202ZC9ebL9WXIycZcskyeEq6bM/snvDZPHJk9Cv+0n6QOTRCg8fRs533yF/yxaIZrPccagWWHv6T3x+eENZkwkAiqxmzNq3AjsS/5Ux2WUKb2+EjBuL+qtWosGvvyDqjdfZZCKi68ZGE3kkc3o6MufMtVvL/PQzWKpYWVBbRM14AwGDB0FQq0sGBAG+Xbog7ut5EBT8o08107d/JjisLa2iVl2CWo2goUPsFxUKBA0f5rK5y7Pl5cFy0XFDrfjkSUlyuII5LR3Fx487rBf89puEaehq8jZvRuJjj+P8sOFImzkTpsREuSOVseTk4PzIkTg/bDguvv4GkiY/gdPde8B48JDc0UhihYcPI2HCBBxv0RIn2t+G1NdegyUz02XzLT66zWFtydHtLpuXiEhq3DpHHqlgxw7AwauPoskEw2+/IeC++6QN5WYU3t6IfvNNhD/zDEznz0MdEQF1TIzcsagWEUURBTt3In/jJogWC3RdOsO/Tx8IGo3L5kzOKXRYS8oxumxeAAh74gmYkpKQ/8uvZWOCjw8iX3kF3k2bunTuSxS+vlDodLAVFNitqyIjJMnhCoK66i9ZyprqJLvU116rcGZZ4eHDyF2xEnFfz4O2TRsZk5VIfWEaCvcfqDBmychA4sSJaLh1Cw88riWMBw4gYew4iCYTgJKbeXO/Xw7jH3tR78cfoPT3d/qc5/Rpjmt5jmtERJ6GyxrIM9nEKsui1f7ZRLWRKjgY2rZt2WQiSYlWK5Kf/B+SJj4G/erVyPvpJ6RMfR7nHxwJq4MmiDPEhzk+ULVBmM5l8wIltx/Gzp6N+J/WIeLllxH19ttotHMHAu8f6NJ5K2RQqxEw0PF8QUMcrLryAKrgYGhvvdVh3b9PbwnTkCPGgwftHoxvMxhwccYMGRJVZEpKcrj6zZaXB/1P3IJZW2R89HFZk6k804ULyP3xR5fMGecX6rimc1yrqUSx6q/nichzsdFEHkl3RxdAqbRfVKuh69JZ2kBEVEHuqlXI37y50njRv/8i87PPXTbvuM72z5EQBGDs7fVcNm95Xo0aIXjkgwi8f6BLXhG/mvCnn4K2Y4eKgwoFwp97tspGjScIf/55KHSVG4a+d3Sp8lpud2XNzUXmvHlIeHg8kp54Enm/boTo4BIHT5H38y8Oa8VHj6H47DkJ01RmTkgAqvjm1nzBdVtsyX3YCgth/Osvh/WCHTtdMu+Imx2fkVlVrSYRRRHZixbhdK/eOH5zU5zu2QtZ33zDphNRDcOtc+SR1NHRCH7oIWQvWFCpFjJuHFRhYTKkIqJL9GvXOq6tW4eIF553ybxD28UhKacQc3eegclS8g27n5cK0/rejE4NaserxQqtFnUXLoRh3z4Y9+6FQquF/91314hVjT7Nm6H+yhXIXrQIxr/2Q+Hnh4B+9yJw8GAIjl58cFPm5GScHzUKlpTUsrH8zZvh16cPYj78wGPP0rMVOd6+CgDiVequpq5Tp6Tz7OCbWnXdOhInIlkoFCUvWNq5XABw3VbcB5p0wZncVCw9tgO20t+DKkGBCa36oHe9ti6Z092kvfkWcr79tux9c2Ii0me9A3NCAiKnT5cxGRE5k1ATu8eCICTFxMTEJCUlXf2DyaPlrliB7GXLYE5IhKZuXQSNHInAgQMkzWDJyIDxr78gePvA9/ZOUHh5STo/kTs6268fik+dtl9UKnHzf0dcOn+2wYQ9pzOhVgro0igMvl58XYXcS9L/nkL+xo12azGzP4T/3XdLnMg59Bs2IOXZ5+zWVGFhaLhtq+znaSU+OhEFOyuvWFH4+/OMJgDF584hc84cFOzYCUEQoLurB0IfexyaWM9vVpeX+PgkFGyzfzh35OuvI+iBoS6bOyk/EzsSj0CpENA9rhUifANdNpc7MScn43TPXoC9lZsKBRps2lTjfp/VdrGxsUhOTk4WRTFW7iwkLX7lTR4tcPBgBA4eLMvcoigi/Z13kf3tt2UHkysDAhD56nT49+0rSyaqWUSLBbkrVkK/di2sej182rZByJgx8GrYUO5oV+XTuo3DRpNPm9Yunz/YV4N+raJdPg/RjbAVFiJ/61aHdf36DR7baPLv1QvZTZui6OjRSrXQyZNlbzIBQNSsmUh64okKB4KrwsIQ8/HHtb7JZDp/HheGDYdVry8b069chYLffkP9H36AOipKxnTOFf7sMyg8eBDW3NwK4z5t2yJggGsvlIn1C8XIpne6dA53VPD77/abTABgs8Gwezc0wx6QNhQRuQQbTUQ3KHvhN8j+5psKY1a9HslTn4emXj3Jbpmimkm02ZD01FMo2HL5m1HT2bPI2/Az6nw9D9pbbpEx3dUFj3kI+g0bIBqvuOlNoUDoo4/KE4rITYjFxYDF4rBuMxokTONcglqNOt8sRPrs2chbuw42oxFejRoiZMIEBPTrJ3c8AIAqKAj1li5F4eHDKDp+HKqwMOjuuMMtmmByy5z7ZYUm0yXWjExkLVyIyBdflCGVa3g1aID6K1cga9EiGP/4A4K3D/zv6YugYcO4Ot1FFFe5ddaVt9ISkbS4dY7oBoiiiNM9elQ4W6O8gEH3I/qttyRORa5mtdlwIP00jOZitA6PR6CX4xvOqit/+3YkPfa43Zp38+aov8I1N+I4k/HgQaS9PRNFR0q2yWnq1kXY00/zdjAiAGfvG4DiEyfs1sL+9yRCH3tM4kTOJ1qtEIuLodBq5Y5C1+hkx06w5uTYranr1EHDTfa3exJdC2tuLk7d2Q1iUVGlmuDlhYY7tkMVFCRDMnIVbp2rvbiiiegGiIWFDptMAGA6c1bCNCSF3clH8cqepUg1lHwB7qVUY3TT7njmlvsgCILT58vfuMlhrejIEZiTk93+cGdt27aov+JHmJOTIZrNUNet65KfK5JO/o4dyFn6LUwJCdDUrYvgkQ9C17V23JTkbGFPTEbSE09WOpRaFR6OwAdqxtYRQamEwCaTZ6niUH1PPaCe3IcyMBDhU55D2ow3K9XCn/s/e/cdHlW19QH4d6ZPZjKZ9E4Sem8K0jvSBQQRadJRsKBivRbsiL2CBaWJdOm9I0gvCkiH9N6mZfq5fwQCITMJkDnnzCTrfZ77fB97kVlLIGXW2XvtGdRkIqQKoe8YhNwHRqGAOCjIbVwaRbNhqpJrhZmYtnNuSZMJACwOG37+dyt+O+t+zkplsOUcqwEA9sZcMF8gjY6GLD6emkw+LveXX5Dy1NMw/vUXbElJMO7fj+QpTyF3XtnbP0nF/Hv0QPQ3X0Net27xglgMdY/uiFu8CJJyvr8QwiX/Ht3dx3r25LESUlUFjRyJGgsWwP/hhyGvVw/+PXuixvz5CBo9SujSCCEeRDuaCLkPjEgE7bDHkDv3R5dxLQ0yLPFvTiIWnN2Jc7nJCFb6Y2id9nikVmufajos+W8vLA7XjZ2FZ3dhbKNuEDGe7durO3eCbsMGlzFZQgKkcXEezUdIeey5ucj++huXseyvv0bAo4PpSfR90PTsCU3PnrDn5YGRySFWc3ccFwBYqxX2vDyItVqIFApOcxHfFPLUUzDs3Qd7euld27K4OASNGytITdbr12E6dQpijQbqDh1ojk8VoHqoNVQPtRa6DEIIh6jRRMh9Cp06Fdar16DfdtsRJ4kEYS++CFVr+uYJALuS/sHzu3+CzekAAFwtzMDRjEs4knERH3YYLXB1d+9ifqrbWIYpH4UWEwIVao/m1PTqhbxFi2H+55/SAZEIoS9M96lGHfF9hj173O6iY61WGPbshXbwIH6LqkK43sHE2u3I/v57FCz5A47CQjB+fggY+AjCX36Z5id5mD07G8ZDh8HIZFB3aA+RitvmoadJIyIQv2wp8uYvgGH3bkAkgn+PHgga+yTvzWSn1Yr019+AbtOmkiOm4uBgRM2aBXXHDrzWQggh5N5Qo4mQ+8TIZIj55muYz52D8eBBMAol/B/uCWlYmNCleQUn68QHh5eVNJlut+rSQQyr1wHNQhMEqOzehau0bmNqqQJqmdLjORmZDDV+/RU5c35A4dp1cBYWQtmiBYKnTIa6fXuP57vJaTLBmpICSXAwJMHBnOUhvoW1l/08LsVR/lFPIqyM995HwfLlJb9mTSYU/LEUtqRk1Jj3i4CVVR0syyLr08+Qt2gRcKMpK1KrEf7669AOeVTg6u6NNCwM4a+8jPBXXha0jqxPP4Nu48ZSa47cXKQ8+yxqbdpIYwoIIcSLUaOJkEpSNGwIRcOGQpfhdc7mJCHNkOc2vu36SU4aTdbkZBSsXAVbWhrktWpBO+RRSEJDK/Waw+p2wLorR1zGBtVuA6nI/fDUyhCrVQh/+WWEv8z9D/usw4Hsr75G/h9/wGkwFM+L6doFke+8U+k/P+L71B07FA8JdrhoOEkkUHXsyH9R5K7YMjJQsGqVy5jxwAGYTp6EX4sWPFdV9eQv/h15v5aeV+Y0GJD+1luQJSTAryX9Gd8Lp9Ho9t8tazYjf8UKhD3/PM9VEUIIuVs0DJwQwglXO5luZ68gfj90mzbhSt9+yP3xR+jWr0f2V1/hSp++MB0/XqnXfTCiDmY8OBiiO46rPRRRFy8+MKhSr+0tMj/5BLk//1zcZAIAhwOGHTuRNH5ChYPJSdUnjYpC0GjXx12DxoyBNDyc54q4o9u6DUmTJ+Pqo48i7X//g/nCBaFLqpSiEydcNwhvMB09xmM1VVfeokWuA04n8n//nd9iqgBbZhZYk8lt3Hr1Go/VEEIIuVe0o4kQwonGIXEIUqiRZza4jHeKaezRfI6CAqS98b+SIws3OQ0GpL78Mmpv3w6mnGubKzKxycPoHf8Atlw/DqPNjIci66FNZL3Klu0V7Pn5KFi6zGXMcukS9Lt2QfPwwzxXRbxN+GuvQhYfj/zff4c1KQmyuDgEjhqJwGHDhC7NYzI++gj5C281DCzn/oNu3XrEfPct1J07C1jZ/ROpy58fJ/b37Hy56oh1OGBLSnIbt1y7ymM1VYMkLBSMXA7WYnEZl8XG8FxR1cM6HLBcvgJGJoU8wTdGGRBCfAftaCKEAACcZjNYq9VjrycTSzC95UCXsfZRDdAuqr7HcgGAbstWsGazy5g9LR2mI66Pvt2LGP9gTGzyMJ5v+UiVaTIBgPncuXL/7otOnuKvGOLVAoc/jprr16H+6VOouW5tlWoymc+fL9Vkuom12ZDx3vtgnU4Bqqo8Vdu2EIeEuIwxUin8e/XiuaKqhxGLIYmIcBuXRUfzWE3VIFaroRnQ33VQKoV26FB+C6piCteuxeUePXFt4EBc7dMXVwcOgukY7W4khHgONZoIqeaMh4/g+shRuNC8Bc63fAApzz0Pa2KiR157WL0O+LbbFDQLTYBUJEGkKhDTmvfDD92f9vitaY6CgkrFqzOxVlupOCFVgW7zFrcxW2oqzP/+y2M1nsNIpYj68IOyV8KLRAh/+y3Ob7yrLgKHD3cb05YTI+5FvP46VO3alVpj/PwQPfsTyOLjhSmqCtDv3Im0V1+DPT29ZM1y4QKSJk2G5coVASsjhFQldHSOEC9hz8+Hbv162LNzoGhQH/49e4KRSjnNaTp6FEkTJ946bma3Q79tG0wnTiBh1SpIwyt/g17PuOboGde80q9TEWXzcnKIRFA0acp5Db5K2agR5HXqwHLpUtmgWIwAd0+VSYmi06dRuHEj2KIi+LVuDU2vXmXf2JN7wlqtsKakQhyg4eUGxIp2dDrdHOHxBerOnVFz/TrkL10Gy9UrkEZFIXDYMCgaNBC6tCojeOIEWK9dReHadbcWpVKEPf8cpzeFVmUilQo1fp2HotOnYTpxEuKAAPg/3BPiCo6DkvLl/PSTy3W2qAh5CxYi8r13ea6IEFIVMSzLCl2DxzEMkxIdHR2dkpIidCmE3BXd9u1Ie/mVUke/pDVqoMav8yCL4W4OQeKTY2E6fNhlLHjyZIS9+AJnublwffgTKDp1qsy65pEBiJ49m/+CfEjR2bNInjCx9M4vkQgRb79V7pN6AmR+PAt5CxaUWpPXq4ca83+DJDBQoKp8W+68ecj99Tc4cnMBkQiqjh0Q+fbbkHJ4BMlw4ACSJ0x0GRMFBKDO3j0QKRSc5Sflc5rNPvHnb7l8GYa//oJILoe6e3dIwyr/wIYQT2FZFucbNgLcvP+T16+Pmmv+5LkqUpXFxMQgNTU1lWVZGqxWzdDROUIEZs/NRdqMl8vMF7IlJSHtlVc5y8s6HOXOLTIePMhZbq7E/jgXmr59AUnxZk1GqUTgyJGI/OADgSvzfspGjVBz8yaEvTwDmv79ETRuXPEMHmoylcuwf3+ZJhNQfAwha/anAlTk+3J++hlZn35W3GQCAKcTxr37kPjkWDjLuYWqslTt2kHVrq3LWOjUp32iyVHVsE4ncufNw6Wu3XCheQtc6tgJOXPmePVNmPLatRE8diwCn3iCmkzE6zAMA3FAgNs4HZUnhHgKHZ0jRGCFa9e5vVWl6MQJWK5cgbxWLc8nFonAyGRuc/vimypxQACiv/gc4fn5sGdlQRodTVvs74EkMBDBEyYIXYZPKfzT/ZNf3aZNiJj5DkRyOY8V+TanxYK8X391GbOlpKBw3XoEDn+ck9wMwyDmhx+Q88McFKxcCUdeHuR16yJ44gQEPPIIJzlJ+TI//Aj5v/9e8mt7djayv/4G1uuJiPpkloCVEeK7AgYNQt78+S5j2sGDeK2FEFJ10Y4mQgRmz8ysVPx+MQwDTZ8+buOafn05ycsHSWAgFPXqUZOJcM6el+82xlosnO7AqYqs16+XO7i/6ORJTvOLFAqEvfgC6h48gPpnz6DmurXUZBKILT0d+UuXuowVrl0Ly9WrPFdESNUQ8swzUDQrO7dS88gAaOjrHSHEQ2hHEyECk9ev7z4okUBWqzZnuUNfmA7T0aOwpaaWWvd76CEEDBnCWV5CuGI8cgS58+bBfPofiAMDETBoEILGjYWIo8HcyqZNYTp0yGVMWqMGHUO4R2J//3LjogANT5UUX1lPhGM8dBhwONzHDxyEvGZNHisi5N6wdjsM+/bBlpIKWc2aULVvd1c37louXULBylWwZWZCUa8utEOHQhIa6rG6xGoV4hcvhn7nThj27Qcjk0LTuzdUbdp4LAchhFCjiQjGev06sr/5FvodO8CyLNSdOyH02WehqFeP07xOsxmFa9fBsHs3IBLBv3t3aAb05+yNaEU0fXoj++uvYc/IKBML6NfXIze/uSMND0f8yhUoWLYchr/2QySTw79Pb2gHDqQbs4jP0e/YgZTnp5e8OXUUFCD7yy9hOnIEsT//BEbk+U28gU8MR/7SpXDqdGViwZMm3tWbCnKLNCoKfq1awXT0qMt4wCMDea6ICEWkKP/IKVNBnBAhmS9cQMrTU2FLSytZk9Wuhdi5c8u95CV/+XJkzHwXcDoBAPotW5D762+I/elH+LVo4bH6GGlxc0nTu7fHXpMQQm5Ht84RQdhSU3HtsWFw5OWVWhepVIhf+gfkdepwktdhMCDpybEwnz1bal3ZsiVqzPsFIqWSk7wVsVy9itQZM2A591/xglgMTd++iHzvXcFqIsSXsCyLK716w5aU5DIeM+cH+Hftyknuon/PIOOdd2A+dw4AIA4KQshTUxA0Zgwn+ao6y9VrSHrySdizs0uthzzzDEKfmSZQVYRvDoMRlzt3htNoLBNjZDLU3runWtzqqLcWYcv148gt0qNxSBzaRzWgBraXY202XH64F+zp6WVihrAwHB/xBJxOZ6n/ORwOSPUGdF+2DCIX782kcTVQa8sW+rsnPodunau+aEcTEUTur7+VaTIBgNNoRM7cHxH9+Wfc5P3p5zJNJqB46HbewkUImTKZk7wVkdesiZqrV8N87hzs2dmQ160LaWSkILUQ4ously+7bTIBgGHXbs4aTcomjZGwehUs167BaTJBUacO7QisBHnNBNTcsB4Fq/9E0T+nIdZqoR00CMpmzYQujfBIrFYh/H//Q/qbb5bs7rgp7OWXq0WTaVfSaczY+xtM9luXdjQMjsXPPZ9BsJK/Y6Tk3uh373bZZAIAdVYW7GfOIjc0pEys7vnzLptMAGBLTELRyVPwa+m5XU2+zmAtgtlhQwh9LhDilajRRARh+Gu/+9h+97HK0m3YUG5MqEbTTYqGDQXNT4jPqugpLw9PgeUJCZznqC7EAQEIHjdW6DKIwLSPDoa8Vk3k/f47rNcTIYuJRuATT8CvVSuhS+NclqkQL+yZB4vDVmr9XG4y/ndgMeb2mCpQZaQituTkcuNqg95lo0lms5b7cQ5dYaXqqiqSdNn4+MgK7E05AyfLorY2Es+06I/e8S2FLo0QchtqNBFBMFKp+xiHOwEcLrbg34oZOMtLCOGWrFYtyOLiYE1MdBn379Gd54oIIZ6gbNYM0dVwN9ufl/8u02S6aW/yGaQb8hCpDuK5KnI3ZPHx5cb1/q534OSElG0+3cRIpVA2blyZsqqEPLMeozZ/jizTrabb5YJ0vLD7FzBdJ6IXNZsI8RrUaCKC0PTqjZzL37uJ9eIsr6p1K+i373Ada9Was7yEEG4xDIOw115FyrPPAXZ7qZi6SxeoOnQQqDLPsVy9hsJ1a+HIL4CyWTNo+vaBSKEQuixCCAfSDWXHC9zEgkW6MZ/zRtOFvFTsSDoFJ8uia2wTNA6J4zRfVaHu3BnS2FiXO5uKYmIQ060raohEEN35PwDWa9chc3EMXPvYY5CU04iqLpad31+qyXQTCxbfn9pEjSZCvAg1mogggp4cA/327bBcvFhqXRobi5CnpnCWN3jyFBj27gNrLb09mfHzQ/DECZzlJYRwz79rV8QvXoTceb+i6J9/INZqETB4EIJGjuTkxjk+5S1ciMyPZwE35ncULFuGnDlzEDf/N0ijowWujlRXTpMJ9uxsSEJDIfLzE7qcKqWmNsJtTCoSI07juevu78SyLN79+w8svXBrlMH3pzZiQM3WmNXxSYh9/Osp1xiJBLE/zkXKtGdgvXatZF3RqBFqf/8dWka4/7u1t26NzA8+hG7bNsBmg8jfH4HDhyP0+ef4KN3rHc285DZ2MT8V+WYDAhVqHisihLhDt84RwTgMBuQv+QP6HTsAhwPqLl0QOGok5wM+jUeOIPvzL1B0+jQAwO/BBxH28gwaNEsIz1irFbasLIi1WojV9IOhO5ZLl3D1kYElTabbqTp0QI1ffhagKlKdOc1mZM2ejYI1a8GaTGD8/KAdPBhhL8/w2V12TqsV+q3bYL1+HbIasfDv1UvQ/xadxYSeq95GoaXskf/Btdvi447c3Wq5+tLfeOOvhS5jb7R+DGMadeMsd1XCsixMhw7BmpICea1a8Gt597ttHIWFsOfmQRoV6bOfU1x4dueP2J50ymVMwohwdNSXUEroMg5vQrfOVV/UaCLVlj0/HwzDQKzVCl0KIdUK63QiZ+5c5C9aDEd+PhipFP59eiPijTfo89GFzNmfIu/XX10HGQa19+yGNDyc0xpu/qxAV2sLh2VZOI1GiJRKMGKxoLUkT3sGhp07y6z7P/wwYr75WoCKKsf8339InjwF9uzskjVxSAhi58yBsolwc3H+zb6OF/fOQ7I+BwDAgMHD8S3wcYcx8JPKOcs7fMOnOJV91WWstjYSGwa/zVnu++UoLIR+926wFitU7dpCFhsrdEmEA1uun8D03a4frvSKb4mvu07iuSJSEWo0VV90dI5UW9XhamRCvFHW558jb96txglrs0G3bj2sV64ifsVynz/m5mmO3Fz3QZaFIz+fs0aTNTER2V9/A/2OHWAdDqg7dEDIs89C2bgRJ/lIWSzLIn/hQuQtWAhbWhpEAQHQDh2C0Oeeg0jOXbPBHfOFiy6bTACg37YNlsuXIa9dm+eq7h/rcCDlmWdLNZkAwJGTg5Rnn0XtHdvBSIT5cblJaDy2DnkXRzMuI8+sR8PgWMRpwjjPm2UqcBvLLCcmlPylS5E56xOwZnPxAsNAO3QoIt6dSd9PBOAwGGC9ehXioGDIYjx7tPvhuObom/AgNl07Vmo9ShWEV1o96tFchJDKoUYTIYQ3aYY8JOqyEOMfjFh/7uZLVCfWlBTkL1oM0/HjEGs0CBj4CDQDBnjtD9eOggLk/77EZcx89iwMe/bCv1tXnqvyborGjVG4dq3LmMjfH7IaNTjJa0tPx/URI0s1ugx798J45Ajif18MRcOGnOQlpWV/+RVyf/qp5NfOwkLkzfsVlkuXUOO2db6Yjh+rIH7CpxpNxgMHYEtNdRmzZ2TAsHcv/LsLd2uliBHhoci6vOasExiFNKPrYeT1Ar1rJpzp+HFkvPte6aPFLIuCFSsgrRGLkEm0w4UvrN2OrM+/QP6yZWBNJgCAX5s2iPzgfchiPLOZRcSI8FnnceiT8AA2Xj0Kk82ChyLrYmjd9giQqzySgxDiGdRoIoRwTmcx4X9/LcLO5NNwsiwYMOgQ3QAfd3wSIUrX1/z6OuOhQ9Dv2Ak4nVB3Lb71zNPHjorOnkXS2HFw6vW38h48CP3uPYj+4nOvbDYVnT1766mzC6bjx6jRdAf/RwYg8csvobjxg/vtAkeO4GwIc978+S53U7FFRciZMxcx337DSV5yiz0/H3kLFriMGffth+nESfi1bMFrTWI3V7OXxDX+PFXiGbb0jErFq6JxjbpjX8pZsCg7XqNvaBOwLFvy/SzVkIvdSf+CBYuusU0R4x/Ma635vy9xOb/uZowaTfzJ+uxz5M2fX2rNdOgQksaOQ82NGzy2A1PEiNAzrjl6xjX3yOsRQrjhfe9CCCFVzvQ9v2D7jSuSgeJraPennsPTO34QuDLPYx0OpDw/HUljxyF/8WLkL1mC5EmTkTx5SpnbDisr86OPSzWZbtJv2QLD3r0ezeUpYv/y34RWFK+OErOzsbtrF+SE3HoDx8rlCJ40CaHPcXcTkeGvA+XE/uIsry/Rbd2GpImTcHXgIKS9+irM58559PWLTpwAa7G4jRv/PujRfHfDv1tXiNwM7xdpNFB36cJvQZUkr1OnUvGqqE1UfXzUYTS0t+0Q0ciUeKvN43iseVdcuXIFOp0Onx39Ez1XvoUPDi/Dh4eX4+FVb+GTI6t4rdWalOQ2Zs/IgNPD33eJaw6dDvlLl7qM2VJSoNu0meeKCCFCox1NhBBO/ZebjINp/7mM/ZuTiMPpF3k/FsCl/GXLoN+6tcy6cf9+5P42HyFTJnskjy0zC0XHj7uN67dsgX9X79sZpGjSBLL4eFivXy8bFImg6d+f95q83enTp6HXaLCrZ0+o9XrIrVaMev11aCMjOc3LyNzf3FNerLrI/Phj5C24dTOX5cIFFG7ajJivv4J/N8/cyiVSKsuPK8qPc0GkUiHyww+ROmMGYLOVrDNSKaI++rDCmr2NX8sWUDRrCvPpf8rE5A0bQPVQawGqEt7gOm3RN+FBHMu8DCdYPBheu+Q2r9q1a2PhiW345cy2Uh/jZFn8dnYH6gZGYXCdtrzUKatRA+YzZ1zGJBERENHXKl5YLl0qd7ey+d9/gMGD+CuIECI42tFECOHUf3nl3/74X14yT5Xwo3DVavex1e5j94q1lf+U1ml2vwtCSAzDIPLjj1zuiAh/9RWPzXGoKsxmM/7771aj1uDvD23r1pw3mQBA06uX+1jv3pzn92bmCxdLNZlK2GzIeP8DsA6HR/L4tWoFcWiI66BYDE0fYf4eNL0eRq316xA0YTz8e/ZA0ITxqLlhPfx79BCknsqK/e47+LUu3VBSPvAAYufMEagi7yCXSNE+ugE6Rjcsc2X8xrRTbj/uj/P7OK7slsCRIwA3x9IDR47grY7qThwYVKk4IaTqoR1NhBBOhVYwg6miuK+x57seoFocy/dYHml0NGRxcbAmJrqMqzq091guT/Nr0QI1N25AwbLlMF+4AElYKLRDhtJNZi6cPXsWjjuaFs2aNeMld+CoUdBt2wrLudI7EqVRUQiZOpWXGryVfusWtzF7ejqKTp+GX8uWlc7DSKWIfPddpD4/Hextu4cAIHT685BGRVU6x/2Sxccj/OWXBcvvSZLQUMQtXADzxYuwXr8OWVwcFPXqCV2WV0szuL8NM8WQw1sdfg88gIh33kHmJ5+ALSoqXhSJoB06FMETJvBWR3Unr5kAZYsWKDp5smxQJELAoIH8F0UIERQ1mgghnGoX1QBRqiCXN9ho5Sp0r8HPm2a+KBs1hj4t3XXMg40UhmEQ+sJ0pL7wYplBqPI6dRAwYIDHcnFBGh6O0OeeFboMr3f69OlSv5bL5ahfvz4vucVqFeIXLUL+suXQb9sG1m6HunNnBI4cAUlQ9X46fWfTp0zcg3Nh/Lt1Q/yqlchfsgSWi5cgjYiA9vHHq+2RLi4p6taFom7VOcrNpThNOLKLdC5jCQHhvNYSOPxxaPr2gWHPHjjNZqjataPdsQKI/PBDJI0bB3tm5q1FkQgRb78NWWyscIURQgRBjSZCqgjD3r3IW7gIlqtXIY2KQuDwx72i2SAWifBV10mYvP07FFiMJetqqQJfdZ0EhaRqzU8IGj8O+t27Abu9dEAkQpCHn65qevcGI5cjZ85cmP/5ByI/P2geGYDQ55+HSKHwaC7Cv9zcXCQnlz5a2qhRI0ilUt5qEKlUCB4/DsHjx/GW0xeo2ndA7s+/uIyJNBooPbzrTFG3LiJnzvToaxJSGWMadsWxzEsuY6MbemZG2b0QazQIeOQR3vOSW+Q1E1Br00YUrt8A89mzEAcHQTt4MGRxcUKXRggRAMO6uRLUlzEMkxIdHR2dklL+bBhCqoq8RYuR+eGHZdaDxo9H+CvecbTBYDNjw5UjuFaYiRj/EDxSqzUCbrvRhmus1QrW6eSlAaPftQuZH8+C7UaTQBIZibAZLyGgXz/OcrI2GyCRlFw5TXzfrl27sH///lJr48ePR2w1fDLsMBjhNBohCQv1mn/jSZMmw3jH3w8AhL32KoLHjuW/IEJ4Nu/fbfj25AaYHcU7/ORiKaY174fJTd3PdyOEVC8xMTFITU1NZVmWthlWM9RoIsTHOQwGXO7UGU6TqWxQJEKtrVuq9ZZly7VryP7iy5JdRn6tWiH0+efg9+CDnOZlnU5Yzp8H62ShaFAfjFjMaT7iISwLOO2AmL9dQ67LYPHVV19Bp7t1NCUoKAjPPPOM1zRa+GDLyEDmx7Og37kTsNshjY1FyFNToB0yROjS4LRakTt3LgpWrIQ9Oxvy+vURPGG8V+wkJYQvBRYjDqSeAwugQ3RDaHl8gEQI8X7UaKq+6OgcIT7OePCg6yYTADid0O/cWW2frtsyMpA4ajQcubeGlpqOHkXSuPGosWC+R4b1usOIRFA0bMjZ6xMP02cCO98DzqwC7EVAbBugy6tALf6PgADAtWvXSjWZgOIh4NWpyeQ0GpE45knYkpJK1mzJyUj/35tg7Q4EPj5MwOoAkUyG0OeeQ+hzz4F1OsGI6CJfUv1o5Sr0q9lK6DIIIYR4GfqpiBBf56xgV2JF8Sosb+GiUk2mm1ibDTnf/yBARcQrmQuB33oDpxYXN5kAIPkQsHgocGk77+Xotm5D7vPT0WvjJrT96wCCs4tvcOLrtjlvUbB2bakm0+1y5swBe8dtfEKiJhMhhBBCyC20o4kIylFQgIJVq1H0zz8QB2qhffRRKJs2Fbosn6Jq2waMQgHWbC4bZBiou3bhuySvYfz7b/exQ4fAsmy12iFC3DixCMi7WnaddQC73gfq9OStlKzPPkPuL/OgvvHrAJ0O0SkpuDagPwICAnirwxuYjh51G7NnZMCalAR5QgKPFRFCCCGEkLtBjSYiGMuVK0gcOxaOG0/rAaBg6TKEPPcsQqdOFbAy3yIOCEDItKnI/vyLMjHt8Mer9Rux8gZ/M3I5NZlIsau73cfSTwPGXEAVzHkZlmvXkDvv1zLrIpZFzd174LRaIZJVrVsayyNWq8uNi1Q0C4YQQgghxBvRXm8imPS33ynVZLop55tvYT5/XoCKSrNlZCD7u++R9uqryJkzB7bMLKFLcitk0iREf/kFlM2bQ6TRQF6/PiJmzkTE228LXZqgNH36uI/1dR8j1YxY7j7GiHgbDK7fvqN4GLmrMvR6mA4f4aUOb6Hp736otl+bNpCGhfFYDSGE+CbW6YT5wkVYrlwRuhRCSDVCO5qIIKwpKSg6ftxtvHDtOijq1+exotL0e/Yg9fnpYC2WkrWcn35G7PffQdWunWB1lUfTp0+5jZXqSPv4MOi2bUXRsdL/1qQxMQh99jmBqvJutowMFK5bD0d+PpTNmsK/Rw8wkir+raLRYODCRtex2j0AhYaXMli7rVLxqkb1UGsEjhiB/CVLSq2LQ0IQ8dabAlVFCKmOzBcvIveXX2A6fAQipRKavn0RNH48xGrv3llZuHEjsj//Ara0NACArHYtRLzxhtf+LEsIqToY1s3TU1/GMExKdHR0dEpKitClEDeKzp7F9SFD3cYDHn0UUR99yGNFtziLinCpcxc477jxCQDEQUGos2c3mGp0fMXXOa1WFP65Brotm8FabVB37IjA4Y9DrNUKXZrXKVi1CunvzATs9pI1We1aqDHvV0jDq/DuEYcdWPoEcGlb6XW/YGDcZiC0Hi9lFP37L64/5vomNcbPD3X27a3wOFlVZPjrAArXroWjsAB+LVtCO2wYJEFBQpfl04w2M3Yl/YMCixEtw2qhUUgNoUsixGsV/fsvEp8cC/aOG34VjRohbvEiiJRKgSorn2HfPiRPearMTllGJkP88mWCPtDliy0zE8aDf4ORSqHu3Alif3+hS6p2YmJikJqamsqybIzQtRB+VfHH1MRbyWvXhjggAI7CQpdxvwe4u3a+Ivqdu1w2mQDAkZcHw7598O/Rg+eqyP0SyWQIfHyY4Fehezvr9etIf/sd4I6bvKyXryDjnXcQO3eOQJXxQCwBhi8BTv8B/LsCsBiAhI5A6ylAQDRvZSibNIF/797Qb9lSJhYyZUq1bDIBgLpDe6g7tBe6jCpje+IpvL5/AQy2WxdIdIxuiK+7ToaftJxjpIRUU1mff1GmyQQA5rNnUbhmDQKfeEKAqiqW+9PPLo9js1Yr8n6bj6hPZglQFX8yP5mNvEWLSh6eMUolwl952Wv/vgipaqjRRAQhkssRNG4csr/6qkxMWqMGNP368V/UDY78/PLjBQX8FEIIjwpW/1mmyXSTYd8+2DKzqvauJrEUaDmm+H8Civ7sU+Q2aICCZctgy8yEvE4dBI19EtpBgwSti1QNyfpsvLhnHmxOe6n1/ann8NHh5figw2iBKqt6HAYj9Nu2FR9DbtoEfq1acZbLmpKKgmXLYLl8GdLISGgfHwZFPX52YlZ1DoMRpkOH3Mb1O3d5beOi6J9/7itWFeQtWYK8334rtcYWFSHjvfchS6gJVZuHBKqMkOqDGk1EMCFPTQEjlSD319/gyM0FRCKou3RBxFtvlntbGNeUzZuVG1c0bcpTJYTwx55VzrB7pxOO3Jyq3WjyEoxEgpApkxEyZbLQpZAqaMXFA2WaTDetv3oUr7YeCn8ZP8eAWJaFYfee4mPNRWao2rVFwMCBEPn58ZKfS/pdu5D28itwGo0la8qWLRE75weIAwI8mst48CCSpz0DtqioZC1/6VJEvDsTgY895tFcxAUvHkEiDgyEPTPTdayKjw/IX7TYdYBlkf/779RoIoQH1GgiggqeMAFBo0fDmpoKsVYLSWCg0CVB2aQJVO3awXjwYJmYuls3KOrWrXQOZ1ERCtevh+nIUYhUKmj69YWqdetKvy4h90vRoD4K17iOifz8IK0Rx2s9hBDPS9aVven1JovDhixTAS+NJtbpRNqMGdBt2lyypt++HXmLFiNu0UJIgoM5r4ErtowMpE5/AazVWmq96MQJpL8zEzFffemxXKzdjrTX3yjVZAIAOJ3IfO99+Hfr5tN/lt5ArFbBr3VrmI64vvVT3a0rzxXdvYBBg5D744+uY48O5rkaflmvXy8ndo2/QgipxkRCF0AII5NBnpDgFU2mm6K/+QYBAwcC0uJrzRmZDAFDHkX0Z59W+rVtWVm4NvhRZLz9DnQbNqBg2TIkjXkSGe+9X+nXJuR+BQweDLGbAcvaxx/3+pt1CCEViw9wvytRIZYi3E/LSx26jZtKNZlusl69iqwvvvB4PrPdiqsFGSiwGCv+zZVUsGpVmSbTTfrt22HPcd/su1fGw4fd7lhhbTboNped90buXdhLL4JxMfBb3rABtIO9t2ET8tQUKB98oMy6f5/e0D76qAAV8UcaG1tOjC4/IIQPtKOJEBfEahWiPpmFsNdehT0jA9LISI9tM876ZLbLJy35S5ZA3aUz1J06eSQPIfdCrNGgxq/zkPbqa7BcuACguMGqHToUYS+9KHB1hHCDZVksu/AXVlz8C1mmQtQLisbYRt3RIbqh0KVxYmjd9vj1zA5YHLYyscF12kLN07G5wnXr3MZ0Gzch8r33wIjFlc7jcDrxzcn1WHJ+L/TWIkhFYvSMa4632gxHoIKb4fq21LRyCnLAlpEJSUiIR3I59Yby4wa9R/JUd8pmzRC/9A/k/vQzjIcOQeTnB02/vgieMMGrj3qKlErELVgA/a5dMOzdC0Yigebhh+HXti0YhhG6PE4FjngCWbM+cRMbwXM1hFRP1GgipBySwECP7rRymkzQb9vmNl64Zi01mohgFPXro+baNTCfOwd7fj4UDRrQNfKkSvvfgUVYfenvkl9npxbiQOp/+KD9KAyp207AyrgRrQ7Gt90m49V9C5BvudWkeDiuBV5tNYS3Opx69w0Q1mwGa7N5pNH08ZEVWPzfnpJf25wObLp2HNd1WVg54DWIGM9v7JclxLuNMTIZZDGeu8lS2aI5IJGU3Kp1J78Hyu5mIfdHUa8eoj//TOgy7hkjFkPTsyc0PXsKXQqvgsaMgfXadRQsX14yR4uRShE6fTrdYkoIT6jRRAiPnCYTWFvZJ8k3OQoLeazGO2QaC7A98RSsTjs6RDdA3UD+rpMnrikaVs3dHMRzWKcThj17YTp8GIyfEgH9+kFeu7bQZd2TszlJpZpMN7Fg8emx1ehfsxXkEqkAlXGrU0xj7Bn2EfalnkWhxYjmYTVRWxvJaw3KB1qi6NQplzFFo0YeuRAkz6zHsgt/uYydy03G3pSz6BrbpNJ57qQdMgS5P/4Ep6HsbiPNgP4eHcIsDQ+HdugQFCxdVibm99BDnN50JzTWaoXl8mUwCiXkNROELod4GUYkQuS7MxE8YTwM+/eDkUrh3707zSwjhEfUaCKER+LgYEhr1IAtKcllXNm8Ob8F3eaf7Ov4N+c6ghT+6BbblJc3WD/9sxXfnFgHO+sEAMw+CjxSqzU+7vAkxCIaIUeIN3IYDEieOKlUoyB3zlyETH0aoc89J1xh92hn8mm3sQKLESeyrqBtVH0eK+KPXCJFz7jmguUPGjkSBStXwXnnwxWGQcjTT3kkx5mcRLc37AHAicwrnDSaJEFBiJ07B6kvzSg1P8m/Z09EvPmmx/NFvPkmxFot8v9YCmdhIRiFAgEDBiDs1Vc9nstb5P3+O3LmzIXjxrwrecMGiHznHSiblX9rMKl+ZDVqIGjkSKHLIKRaokYTITxiGAYhUyYj/X9lf9gUBwZC+/gw3mvSWUx4bvdPOJR+oWRNK1fhs87jOZ1Tsj/1HL44vqbM+rorR1BLG4kpTXtzlruyrMnJyF+8GEWn/4E4MBABjw6udtvSSfWV9dlnLnej5PwwB36tW0PVpg3/RXGAhfdeW+7rpFFRiFswH5kffVxym5csPh6hzz0L/x49PJJDIyt/do5Wzt1sHb8HH0TtnTtg/PtvOPLyoGjSlLNdN4xEgrDp0xEydSrsWdmQBAV69dygyipY/Scy3/+g1Jrl3H9ImjARCWvWePRoIrlHLAtU8dlPhJC7R1sGCOGZdsgQRMx8B5Lw8JI15YMPoMb83yANc38jEFdm/r2kVJMJKH6a/+yuH5FTpOMs79Lz++4rJjTTyZO4Nmgw8hYsRNGpUzDs3o3UZ59D+syZQpdGCOdYqxWF69a7jResWMljNZXTLbap21iAXIUHwnzrKKCvUdSvj7iFC1Dnr/2otWMHam7eBE3fvh57/WahCYjXuP6eKmFE6F+ztcdyucJIJFB37IiAgQN5OdolujH/qSo3mQAg9+efXa47DQbkL1nCczUEDhuwdzbweQPgXS3w/UPAiYVCV0UI8QLUaCJEAIHDh6P2zh2ouXEDau/ehfjFi6GoV4/3OnKKdNh6/aTLWJHd6nJ+iaekGXLdxtKN+XDeOE7nbTLefx9OY9krsguWLoPphOs/S0KqCofRCNZkchv35NXtXGscEoeBtR5yGXvxgYG8HB9mrVboNm9Gzk8/Q7d9O1g3Q52rMklICGQx0R6/BYthGHzSaSw0d9ykJ2IYvNlmOMJVWo/mI9xz6PWwXrvmNl70j/vjsN7ObLfC5nQIXca9Wzke2P0hoL9x22L2eWDds8DeT4WtixAiODo6R+6Jw8niyLU8GCx2tKyhRbBaLnRJPouRSCCvVUvQGlINuXCU09BJ1mdzljshIAL/5aW4jMVpwji5DaiyLFevwXLuP7dx3aZN8GvZgtMaWLsdjoICiDQaiGQyTnN5GsuyMP39N6xJSZDFxcGvTZsqf8VyVSPWaiGNjoYtNdVlXNGgAc8VVc7HHcegaWg8Vlw8gExjAeoFRWNcox7oHNuY89zm//5D8lNPl5rjI42JQeyPcwX/3lBVNAtNwKZHZ2LlxQO4kJeKML8ADKnbji6d8FEihQKMUgm2qMhlXBLoe7ekHkj9D9+e3IBT2VchFUnQM645XnpwEKLVPjC0OuU48N8617G/vgAemgwoAvitiRDiNajRRO7agcs5eGXlP0gtKP4GLxOLMLptHP7XtwFEInqz6Iti1MGQMKKSYdx3inNz7MATRjXogi3Xj8PJlp2D8mTDbpzlrQzWYi437jS7/uHXI7mdTuT+9BPyFv8OR04ORCoVAgYPRthLL0KkVFb8AgKzXr+O5KnTYL16tWRNVrsWYn/4AbIaNQSsjNwLhmEQNH5cmRkpAMD4+SFw5AgBqrp/IkaEkQ26YGSDLrzmZW02JE+dVqrJBAC2lBSkPPMsam7aSE1YDwlRavBUsz5Cl0E8gJFKEdC/n9sjugGDB/NcUeUcSP0Pk7d/V/LAz+a0Y9O1YziReQV/DnwDgQq1wBVW4PIO9zGbCUg8CNSjzz1Cqivv2zJAvFJSrgkTFxwraTIBgNXhxLy/ruGHPZcFqcmen4/sb77B1UcfxbWhjyFn7o9w6PWC1OKrgpUa9E54wGXMTyLH4NrcDfVtGV4LH7QfDf/bjjVIRRJMavIwRjTozFneypDXrg1JaKjbuLpdO85yZ86aheyvvi65ZcdpNCJ/8WKkPPMsZzk9hXU6kfz01FJNJgCwXr6C5KlTwbpoNlaGo7AQ2d9/j6uDH8XVgYOQ9dVXsOfleTRHdRY0ciRCp0+HSH3rTZAsPh6xc+dAFhsrYGW+w7B3L+zp6S5j1mvXYDp0iOeKCPENYS+9BLmLnZOBI0bAv1tXASq6f9+cXO9yV3mGKd+rZ1WWkFSwq1rsW7uuCSGeRTuayF35/XAiimyuz47PP3gdT3WuBYmYv76lPTsb158YAVvKraNX5jNnoNu4EXG/L4ZYo+GtFl83s+0TKLAY8VfquZK1YIU/Pu8yAcFKbv8cH63TFr3jW+JA2n+wOmxoE1mP85yVwUilCJk2DRkuBn8rGjaEP0c3z9mzs5H/x1KXMeOBAzCdOAG/li05ye0JxoN/u52rYb18BaZDh6Bq29Yjuez5+UgcOapUU8ty4QJ0GzYi/o8l5TYKyd0LeWoKgkaPQtGZsxD5+UHRuBHtwLkHtrS0SsUJqa7EWi0Sli2Fbtt2GA/9DZHSD5q+feDXgttj655msllwOtv9vKkDaf/h6eaeG47PiQaPADveBVzd0OkXAsR35L0kQoj3oEYTuSvnM9zvFMoxWJFjsCIiQMFbPTlz5pZqMt1kuXQJefMXIPQ579/l4S3UMiV+efhZnMtNxpmcRAQp1OgU0xgyMT9fHvykcvSMa85LLk8IHP44RCo/5P70EyyXLkPk5wfNwEcQ9sILYKTcDA82nTgJ2Gzu44cPe3WjyZp4vYJ4kscaTXm/zS+zcwooPpKU8+NPiHjzfx7Jczvdtm3IW7gQ1itXIY2MhHb449A+9liVb7yIVCqoHuL25q6qSpZQs1JxQqozRiZDQP9+COjfT+hS7ptEJIJUJHY7AFxR0W4hbxBcC+j4IrD/89LrjBjo80nFO54IIVUaNZrIXYksp4mklIqh9eP+dp7b6bZuLTdGjaZ71zA4Fg2D6djL3QgYMAABAwbAaTKBkcvBiMWc5hOpVJWKC01WI678eJznZjTpt21zH9u61eONptxff0PW7Nklv3bk5yPj7XdgOX8BEW+/5dFcd0NvtuGnfVex9lQaTFYH2tYKxtQutdAg0nt3ClZHqvbtIKtdC9bLV8rEFE2acH6pACFEWDKxFN1rNMOW6ydcxvsmPMhzRfep+9tA9IPA8d8AXRoQ1gB46CkgxkfqJ4RwhmY0kbvyROsacPdwfnDLaCik3L7RvhNbzu6O8mKEeJLIz4/zJhMAqB5qDXFoiOugRAL/3r05r6EyVO3bQRYf7zImq1ULfm08NwusvOvhPX11vEOvR/a337qM5f/xByzlXMPNhSKrAyN+Poxvd11GUp4JOQYL1p9Ow6M/HMTJpHxeayHlY0QixM6dC3nD0rNmlM2aIeY71/+mCCFVy0sPDkKYX9lb2TpEN8SAWj60W7R+X2DkCuDpA8CQX6jJRAgBQI0mcpeaxWrxdv+GEN9xu1zrhCC80Zf/66zVHd2f+y4vRogvYqRSRH3wARjZHdvQGQbhr7wCaRh3twN6AiMSIWbOD5AlJJRal9WsidgfvvfoETN1p3K+NnTq5LE8AGD8+2+312yDZWHYvcej+Sqy8kQK/k0tLLNeZHNg9pYLvNZCKiaLiUHN1asRv/QPRH06G/ErViB+2VJIw8OFLo0QwoNY/1D8+cgbmNa8H1qG1UK7qAb4sMNozOkxFVIRvw9wCSHE0+joHLlr49onoHfjCGw4nQ69xY42NYPQrpabXRYcC3n6KRj27oXTYCi1Lg4KQvD4cYLURAiX1J07I2HNGuQv/QPWy5chiYhE4LDHoGzeXOjS7oo8IQE1N24oHgyelAhZXBxU7dp5fI5R0PgJ0G3ZCscdt8yJNBoET5ni0VwV4nlG045zmW5jf1/Nhd5sg7+C32POpGLK5s195vOYEOJZwUoNnm3RH8+26C90KYQQ4lHUaCL3JDJAiUmdhB9SKq9dG3G//46c776DYc8eQCSCf8+eCH32GUijo4UujxBOyGsmIOKNN4Qu474xIhHUHdoDaM9ZDllMNOL/WILs77+HfsdOwOmEf7euCJk2DfKaCRW/wD1QtWsHxs8PrMlUNsgwPnfVNiGE8MGenw+RUgmRgr9LZAghhPCLGk3EZynq1UXMt98IXQYhxMvI4uIQfduAbq6I1WqETX8emR99XCYWOHoUZHHlD0H3tJ4Nw7H3YrbLWLtawT61m0m3ZQsKVq6CPScHigYNEPTkGCjq1xe6LEKqPKfRCGtKKiQhwZAEB3v0tQvXrUPOnLmwXrsGRiqFf+/eCH/lZUhCQz2ah1RN9vx8mM+dg1irhbJRI6HLIYRUgGFZVugaPI5hmJTo6OjolJQUoUshhAjEaTKBkUjKzjUixMP0u3Yjb+FCWK9cgTQqCtrhw6EdPIj3Osw2B4b9+Df+SSk9p8lPJsaSSW3QPFbLe033I+O995G/ZEmpNUYqRcx330LdubNAVRFStbE2G7K++BIFy5bBaTIBYjH8u3dHxMx3IAkKqvTrF6xcifQ3y97EKUtIQMKqlRD5+VU6B6maWIcDmZ98goKly8BarQAAed26iJr1MRQNGwpcHalITEwMUlNTU1mWjRG6FsIvajQRQqoUw4EDyPnmWxSdPg1IpfDv0R1hL82ALIaOVJKqz2Cx4+d9V7H+dBqMVjva1gzG011qo16Ev9Cl3ZWis2dxfchQlzFpTAxqbdsKRkT3mBDiaenvzETBsmVl1hUNGyJ+5YpKfd6xDgcu9+gJe3q6y3jEu+8i8PFh9/36nuTQ6ZC3YCH027aCtdmh6tQRwePHQxoRIXRp1VbW558j9+dfyqyLtVrU3LwJksBAAaoid4saTdUXHZ0jhFQZhgMHkDx5CuBwFC/YbNBv3oKiEyeR8OdqjzyVJcSbqeUSvNCzLl7oWVfoUu6LfstWtzFbSgrMZ85A2bQpjxURUvXZs7NRsHq1y5j53DkY9u2Df5cu9/361qQkt00mADAdPuwVjSaHXo/EkaNguXSpZM16/Tp0mzcj/o8/IIuh98l8c5pMyP9jqcuYo6AAhatXI3jCBJ6rIoTcDXosSAipMnK++fZWk+k29sxM5P/xhwAVEULuxc1jEfcbJ8VMJ08i9ZVXcH34E0h79TUU/fOP0CURL1Z05gxgs7mPnzpVqdev6FicSOUdx+byFy8u1WS6yZGdg5xvvxOgImJNTilzw/TtzP+d57EaQsi9oEYTIaRKcJpMxcfl3DD+/TeP1RBC7oeqY0e3MbFWC0WTJjxW45vyly1H4oiR0K1bj6JTp1C4di2uD38CBatc71ghRKzVlh8PKD9eEWl4OJQPPuA2runXr1Kv7yn67TvcxnTbt/NYCblJEhIMiMXu42FhPFZDCLkX1GgihFQJjEQCSN3fqiVSKHmsxrdZk5NhS0sTugxSDanat4OqXVuXsZBnnoFILue5ohtHN5YtR/pbbyPry69guXaN9xrulqOwEJkffwzcOX/T6UTmhx/CYTB6LJdu+3ZcHzUKFx9qg6uDH0X+0qWoinM/eZV2Ctg4A1g+Btj/OWBwfYukpymbN4csPt51UCpFQP/KN4Ii3nrbZUNL+9hjULVpU+nX9wTW6XQfdLFbmnBPEhwMddcuroMiEbRDHuUkL2u1wqHTcfLahFQXNKOJEA9gnU4Y9u6FYfceQMTAv3sPqDq0B8MwQpdWbTAyGfx7dId+8xaXcU3fvjxX5Hv0u3Yh6/MvYL1yBQCgaNwY4a+9Cr8HHxS4MlJdMAyDmB9+QM6cuShYuRKO3FzIGzRA8MQJCBBg14M1MRGJ48bBnnZrvkzuTz8h/K03ETRiBO/1VES/cxdYs9llzGkywbBnj0eaBnkLFyLzo49Lfu0oLETGzHdhPvcfIt97t9KvXy0d/BbY9uatX59bW7w2eg0Q1ZzT1AzDIGr2J0iaNBnOwtturRSLEfnuu5CEhlY6h6JeXSSsXYuCZUthOnkSYk0AAgYOhH+3rpV+bU9Rd+4My3nXR7HUlZhRRSon8p13kJSYVPpYo1iMiLfegrxWLY/msufnI+vTz6DbtAms2QxZzZoImTIZAQMHejQPIdUB3TpHSCU5rVakPD0VxgMHSq2ru3dHzNdfFe+0IbywpqQiceRI2DMzS62rOnZE7A/fgylnx1N1Zzx0GEkTJpR5assoFIhfvgyKur45XJr4NtbpFPSWucRRo2E6dqxsgGFQa/Mm97tABJL/xx/IePc9t/HID96HdqjrW/3ulsNgxOXOneE0ut4dVXPDeshr165UjvLzG1B0/DgYmQx+Dz7I29d11mqFfs8e2HNyoGjQAH4tWnjuxXOvAN8+AMDFz+ThTYCn//JcrnLY8/JQuHo1zBcuQhoRjoBHH4U8IYGX3N7AnpuLa489VqqxDAAitRpxS3736e+DTqsV+q3bYLlyGdLIKGj69YVYrRa6rLvG2u3Q79yFotOnIQ4IQMCA/pBGRXk0h9NqxfWhj8Fy8WKZWMTMmQgc/rhH81UXdOtc9UXvgAmppLxffyvTZAIAw86dyP9jKYJGj+I0/+ZrxzH/7E5cLkhHlCoQj9frhBENOkHE8PPmzJ6fD+NfxT8Eqzp0EPSaWVlMNBL+XI38P/6A8e+/IVIooenbFwED+lOTqQK5P/3k8mgAazYj77f5iPr4IwGqItWdkE0ma3Ky6yYTALAsCtasQdj06bzWVBG/Nm0Ahil7dA4ARCL4tXF9LPFemI4ccdtkAgD9rt2cNZpy5s5Fzk8/gzWZAADikBBEvPUWNL0e5iTfTabjx5EyfToc2Tkla8oHHkDMd9965nveP8vgsskEAJn/AplngfBGlc9TAUlQEIInTuQ8j7eSBAcj/o8/kDNnDvRbt4G126Hu2BEhTz8FeZ06Qpd33yyXLyNp4iTYMzJK1rI++wwx334LVZuHBKzs7jESCTS9Hub0c123aZPLJhMA5PzwA7RDh9DDY0LuAX22EFJJhX/+WW6My0bTvH+349Njtwa8XipIxweHl+G/vGR82GE0Z3lvyvnxJ+R8/33JTVCMTIaQqVMR8tQUznO7IwkKQui0aQidNk2wGnyR6eRJt7GiEyd4rIQQ7+DIy6sgns9TJXdPnpCAgIEDUbhmTZmYduhQyGKiK5+kohPhHJ0YL1i5EtlffV1qzZGTg9SXXoI0eimUjblpxDh0OiQ/9TScen2p9aLjx5H+xv8QO+eHyicxF5YfLyqofA5yV6Th4YicORORM2cKXYrHpL7wQqkmEwA49XqkPP886uzeVeGtgNWF6dBhtzF7VhYsV65CUc93d7URwjcaBk5IJdnz3b/ZKC9WWXprEb4/tdFlbNWlg7iYn8pZbgDQbdmK7C+/LHXdOGu1Ivurr6Db4npOEvFeYn9/tzFRQACPlRDiHWS1aoEp5w2YgqPGRmVFfvA+Qp57FuLQEADFtzKFvvACIma+45HXVz30EETujtwwxTMKuZA7f77rgN2O/EULOckJAIXr1pdpMt1k2LMH1hQPfK+NLWdXiVQFRDSufA5SLZlOnIDl0mWXMWdhIXRbt/FckfcS+ZV/aUxFcUJIadRoIlVa8Q08s3CxfQecb9YcSRMmuj8KcZ+UTZveV6yyjqRfhMlucRvfk3yGs9wAkLd4kfvYosWc5iaeV96gy4CBj/BYCSHeQaxWI/CJ4S5jkqhIBPTvz3NFd4eRSBA6dSrq7NuHesePofbePQiZMtljxxBFfn4Ie+lFl7HAkSMhr+n5mT6swwHr5Stu4+aLl9zGKsualOg+yLKwpSRXPkmDAUBoA9exh6YACmr2k/tz58zKsvGMcuPVSXmXxiiaNoUsNpbHagjxfdRoIlWWs6gIiU+ORd6CBXDk5oK1WGA8cACJY8fB8FfZmUr3K3jiRMDVD/BSKYLHj/NYnjtVdKOdmOMb76zXrruPXXcfq07MFy4i68uvkPnxx9Dv3l3+1ckCC54yBYpmZRuj6s6dEThsmAAVESK8sBdfRNCE8aWOlvi1aoW4337z+uMmDMNApFJxcvtp4BNPIPanH6Fq1w6SsDAomzVD5EcfIeLN/3k8FwAwYnHJDi1XpOHhnOQFAFlcnPsgw0Aa44E3n2Ip8OQ6oMEjgOjGVAtlENDlDaDbW5V/fVJtySsYYF5RvDrxe/BBaF0M/BZpNIh4iz4PCblXdOscqbLyly5Dhpsz9oqGDZGwepXHcum2bkPWp5/CduPfnCwuDmGvvwZ/Dq/DNdks6Lz8deitRWViDBhsfnQm4gPCOMt//fHhKDp92mVM0awpEpYt4yy3L8j67DPk/jKv1JqyRQvE/vwzxGqVQFWVj7Vaodu6FYbdewCJGJqHH4a6a1cwYrHQpVVbDp0Oui1b4MjLg6JRY6g6tOekcUDK5zAYYL16FeLAQHqqLZDsb75Fzg+u5yHF/PAD/Lt15SSvQ6/H5e494NTpysTU3boh9ofvPZvQlFf8P20sIJF79rVJtZQ0eTKM+/aXWZclJKDmhvX0Pf4O+l27UPjnGjgKCqBs1hSBI0Z4/Ia76oRunau+qNFEqqzkqdNg2LXLbbzO/n2QhIZ6LB/rdMJy6RLAMJDXqcPLm8FlF/Zj5sE/wN5xW83YRt3xWuvKXWFdkcL165H28isuY1GfzCr3KFZVZ9i3D8mTXQ9EDxw1irOn/qRq0e/cidSXXym5YQsobpLH/vwTJMHBAlZGCP9YqxUp018o/X2dYRA8eTLCXpjOaW7TiRNIfX467NnZJWt+rVoh5ttvINZqOc1NSGU5dDqkvfoaDHv2lNxIqWzeHNGffwZptAcuCCCkHNRoqr6o0USqrJRnn4N++3a38Tp/H/TMtcQCO5D6Hxae24VLBWmIUgXj8XodMKBWa15yZ33+BXJ//RVwOIoXxGIEjx+HsJde4iW/t0p57nnot7kesClSq1H38CF6gkjKZcvMwpWePUsN279J3bWrZ266IsQHmU6ehHH/X2BkMmh694IsPp6XvKzNBsP+/bBnZUPRsAGnMxhJ9eHQ62FLToYkLAySEPfHQz3BmpgIy5WrkEZFQlG/Pic5WJaFYc8e6DZvBmu2QNWuHQIeGeD1R40Jd6jRVH1Ro4nwwnDgAHTr1sGh08PvwQegHTKE86eAhes3IO3ll13G/Fq1QhyHt9RUJ7b0dBj27AHLsvDv0oW2FwO4PmIkik6ccBuve+yY1x6fI94hZ+6PyP7qK9dBkQi1d+6ANDKS15puZ754Efb0dMhq1YYshp6IE0LIvXBarcia9QkKVq8GazYDYjH8u3dHxLszffYhKOt0Im3GDOg2bS61LqtVC3ELF9BO3GqKGk3Vl0ToAkjVl/7uuyj4Y2nJrw27dyNv4SLELVoIWY0anOXV9O6Fwj9Xw3jw71LrIpUKYa+4bkCReyeNjETgE08IXYZXUTRs6LbRJIuLoyaTAJxmM/J/XwLdpk1wFhVB1aYNgsaPgyzGO3/usaWnuw86nbBlZAjSaLKlpiJ1xssoOnmyeIFh4N+jByI//ghid1feE0IIKSXjrbdRuHbtrQWHA/pt22BLS0P8iuU+OYtPt3FTmSYTAFivXEHWl18i6oMPBKiKECIUunWOlHDodLDn5Xn0NY0HD5ZqMt1kz8xEBsffcBipFDFz5yL8jTeKryVNSIB22DDEr1gBZZMmnOYm1VvgyBFgFAqXsaAJ43muhjgtFiSNn4CsTz+F+exZWK9eRf6SJbg2ZCjMFy8KXZ5L8lq13MYYqbT8m7A4wjocSJo46VaTCQBYFvrt25H2yqu810MIIb7IlpaGwvXrXcbMZ87AeOAgzxV5RuG6dW5juo2bwN4cs0AIqRao0URgvnABSePH4+JDbXCpXXtcGzIUhv1/eeS1C9e5/kYKAMb9f8Gen++RPO6IZDIEjRmNhOXLUGvzJkS+9y7kNRM4zUmIPCEBsXPnlmoGiDQahM14CYHDhglYWfVUuGatyx1mzsJCZH/+hQAVVSxg0ECIAwJcxjQDBkASFMRzRYBhzx5Yr11zHdu9GxY3MUIIIbcUnTkDOJ3u46dP8VeMB7m6mfEmtqgIrM3GYzWEEKFRo6mas6akIHH0mOLjZTfmdZnPnkXy00/DePhIpV/faTS4D7IsnEZjpXMQ4o1UbR5CzS2bEb9iBeIWLUSdvXsQPHGi0GV5LUdBAaxJSZz8IOpuMDsAGPbvh9Ns9njOyhJrNIj95WdIY2NvLTIM/Pv0RsRbbwpSk/n8efdBloXl4iX+iiGEVDus0wnz+fMwX7wIX54xW9EMJrGPzmhSPviA25iiUSOI3Oz0JoRUTTSjqZrLm7/A9RMIux05c+ZA9VDlbi9TPvAA9Nt3uIxJo6JocDSp0hiGgbJJY6HL8Gq2zExkvP8+DLv3AA4HxKEhCB43HsHjx3ksR7nb9Z3OW7cmehllkyaotXULTEePwZGfB0XDhpzOtauINDy83LgkLJSnSggh1Y1u0yZkffY5bGlpAABZQgLC33gd6o4dBa7s3ikfeADS2FjYkpPLxBi5HJo+fQSoqvKCRo5EwcpVcBYWlg4wDEKmPi1MUYQQwdCOpmrOdPSo+9iRyu9o0j76KCRRrgfWBj/9FBgR/RMkpLpyms1IGvMkDDt2ljR7HNk5yJo9Gzk//eyxPOpOndzG/B58ECKV9w5nZ0QiqB5qDU3v3oI2mQDAv3cfiNwM/JbXqQO/Fi14rogQUh0Y/jqA1JdmlDSZAMB67RpSpk5D0ZmzAlZ2fxiRCNGffQqRRlM6IJUi8qMPffbWOWlUFOIWzIdf61sPqWXx8Yj+4nP4d+8uYGWEECHQu/xqrrw3WJ548yXWaBC3cBHU3boBYjEAQBoTg8gPP0DgY49V+vUJIb5Lt3ETrImJLmN58+bBabF4JI/2saGQJZSdzcbIZAh9YbpHclQHYrUK0V9/VeZ7gyQiAtFfeuesK1/BsiyKTp+GYe9e2HNyhC6HEK+S+8svJeMdbsfabMj79VcBKqo8ZbNmqLV1C8JenoGAgQMR/PRTqLV5EwL69RO6tEpR1K+PuIULUOev/ai1Ywdqbt7kszu0CCGVQ0fnqjlN/35ur2EPGNDfIzlkMdGI/eF7OHQ6OA0GSCIiaCcTIffJnp8P1mwu/jzyweuPb2c6ftxtzFFYCMvly1A2alTpPGJ/f8T9vhg53/8A3aZNcBYVQdWmDUKefgrKZs0q/frVibp9e9TevQuF69fDnpEBee3a8O/dGyK5XOjSfFbRv/8i7ZVXSwatM1IptI8NRfgbb4CR0I9phBT984/72L//8liJZ0kCAxE8YYLQZXBCEhIidAmEEIHRTzDVXODQoTDs2g3jX6VvmZPVqoWQZ5/1aC6xRgPxnduECSF3xXLlCjI/+hjGgwcBloUsPh6hzz0LTd++Qpd238T+/uXHPfj1QhIUhIi33hRskHZVItZoEDRypNBlVAn2vDwkTZxUaqYJa7Mhf8kfEPn5IWzGDAGrI8Q7SAIDYTOZXMbEQb55zIwQQqo62lZSzTEyGWLnzkHUp59C3aM7VJ06IvzNN5GwfJnPnhEn5G45TSbYs7PBlnPNsDewZ2cjccyTMB44UHJ8wHr9OlJffAm6LVsFru7+BQx8xG1M2bw5ZLffuEZIFVSwysXg3Bvyly6D082ba0Kqk4DBg93GtOXECCGECId2NBEwEgkCBvT32FE5QrydPTcXmbM+gX7LFrA2G6TR0QieNBGBw4cLXZpL+X/8AUdurstYzpw50PTuxXNFnqFo2BAhU6ci54cfSq2Lg4MR8d67AlVFCH8s5y+4jTkNBthSUyGvU4fHiqoep9GIvIULUbhhI5xFJqhaP4TgSRMhr1VL6NLIXQqeNBGm48dg+vtQqXX/Xr2gpXmfhBDilajRRAipVpwWCxKffBLWy1dK1mypqciY+S5YiwVBTz4pYHWumY65n2VkuXABDp3OZ4+lhj73LFQdO6DwzzVw5OdB0bQptEOH0o5KAqB4SLbx4EGYDh2GyE8JTZ8+kMXHC12Wx0jCw8sJSiCmOSeV4jSbkThuPMy3zfgpXLMG+u3bUWPBAigbV34GHOGeSC5HjXnzYNi7F4bde8BIxPDv2ROqtm2FLo0IjLXZwEilQpdBCHGBGk2EEK9iOnkSBatWwZ6dDUXDhgh8/HFIIyI89vq6zZtLNZlul/PjTwh84gkwMpnH8nmCuyvlgeLBwYyPD2L2a9ECfi1aCF0G8TJOkwnJTz0N05EjJWvZ33yLkGefQejUqQJW5jnaoUOQN38+4OL4rn/37tRwraTCNWtLNZluchqNyP7ic9Tw0RvLqiNGJIJ/167w79pV6FKIwFinE3m//Ya833+HPS0dkqhIBI0ciaBx4+iyIUK8CH02EkK8Rs7cH5H4xAgUrlwF4959yJ0zF1f7D0DRqVMey2E6ctRtzJGXB8sV100oIQU8MsBtzL9XL7rxywuYTpxA6kszcO2xYUh9aQZMbm7zJHcv68uvSjWZAAAsi5xvvoXx0CHXH+Rj5DVrIuLdmcAdt8vJGzRAxDtvezSXLTMT+p07YTp+HKyLq+KrIv3OnW5jxr8PwWEw8lgNIcQTMt57D1mffgZ7WjoAwJ6WjqxPP0PGu+9xmtdZVITc3+bj+uPDcfXRR5H1+eewZWVxmpMQX0Y7mgghXsFy9Rqyv/66zLrTYEDam2+i1oYNHskjUqkqFReCf69e0PTvD90dfwbSGjUQ9vLLAlVFbspfugwZ775bMqjd/O+/0G3ahIh33kHg8McFrs43sXY7Cv/80228YPkKqNq08XjeorNnYfr7bzAKJfwf7glpWJjHc9wp8LHHoO7UGboNG+AoLISyeXOou3T22JN51mpF+rvvonDtOsBuBwBI42ogevZsKJs180gOr1XeRQ8sC6B6NNzI3WNtNtgysyDWaiFWe9/PA9WdNSUFBctXuIwVrFiB4EkTIYuJ8XheZ1ERksaOQ9Hp0yVrlnP/oXDNWsT9sYSTnIT4Omo0EeJjLJcuIXfBAhSdOgWxVgvtoEEIGDwYjFgsdGmVotuwoeSN+p2sl6/AfO4cFA0bVjpPQP9+yF+0yGVM0bQpZDVqVDqHpzEMg6hPZ0PTry90GzfBaTJB1bYtAgYPgricY3X3y5aZBcuF8xAHBdMMkwo4dDpkzppV9t8uyyJz1ixo+vbx2flZQnKaTHAaDG7jdg8/RWatVqS+NAP67dtL1jJnzULYjJcQPHasR3O5Ig0PQ/CE8Zy8duann6Fw1epSa7bEJCRNmoxaW7dU6eN56q5di2/rdMGvdWtOvn4S38SyLHJ//BF5CxfBkZcHRiaDpk9vhL/+OsRardDlkRuMBw+6byA7nTAeOAjZ48M8nrdgxYpSTaab7NnZyP76G0R/OtvjOQnxddRoIsSHGI8cQfLkKWDN5pK1omPHYfjrAKK//AIMwwhYXeU4je7fVAKAQ19+/G4pmzVD0LhxyPvtt1Lr4oAARM58xyM5uMAwDOfzKZxWKzLu2Pkgr1cPUbNnQ1GvLmd5fZlh9+5Sn4+3Y81mGHbvRsDAgTxX5ftE/v6QRkXBlpbmMi6vV8+j+bK//6FUkwkAYLcja9YnUDZuDL8HH/RoPr44DAYUrFzpMubU6VC4ahWCJ07kJDfrdMJ48G9YE69DFhcPVbu2vM9P0T46GAUrV8Jy/nypdUahQOgL03mthXi37C++QO7Pv5T8mrVaUbh2HSxXriJ++TKa/eMlKpqhyci5mbGp27LVbUy/dSvY2Z/49M/ghHCBvmoS4kMyP/rY5Zta/ZYtMP7l+qmtr1CW80ZO5OcHRSPP7awJf/UVxM77BZoBA6Bq3x4hU59Gwrp1Htkx5csyP/qoeOfDjSYTUHyrXdLECTTLxA2n2VKpOHGNYRgEudlJxMjlCBw50mO5WKcTBcuXu43n/7HUY7n4ZktOBltU5DZuuXSJk7zW69dxtf8AJE+ciMz3P0DyxIm42q8/rNevc5LPHZGfH+IWLkDwpEmQRkVBrNXCv3dvxC/5nS4gICUcBQXIW7TYZcx85gwMe/byXJF3cFqtsGVmgbXZhC6lhH/XrmAUCpcxRqHg7GEca7W6j9ntbnfkE1Kd0Y4mUm3od+1CwcpVsOfmQNGwIYJGj4a8Zk2hy7pr1sTEMk9lb6ffthXqjh14rMiz/Lt1g6JhQ5jPnSsTCxr7pMdnJajbt4e6fXuPvqYvs+fno3C165k4juwc6NavQ+ATT/BclfdTtWsLMIzrHzIZpjjupWxpabBcuQJJeDgUdb1vx1rQmNFIvXAB7Nq1kN5ofhpVfkiYPRvymgkey8MWFcGRn+827m5XlS+QhIYCYjHgcLiOh3vuRs+bWJZF8tRpsF69Wmrdeu0akqdOQ82NG3h98i/WaBD20osIe+lF3nIS31J09qzbnakAYDp+DP7dqs9td06zGVlffIHCVavhNBoh1moROOIJhEydCkYi7FtHcUAAwl55GZnvf1D6+y7DIOyVlyEOCOAkr6pjB5jPnHEda9+edrwR4gI1mki1kPnxLOQtWFDya/Ppf1C4+k/Ezp0DVVvvfSN4O/a2XSYu47by496OEYsRO+8XZM36BLrNm8FarZCEhiJo7JMIGs/N7BJyi/Xa9XKf2JkvXOCxGt8hi42FduhQFKwoO5xUO3QIZLGxAlRVPofBiPQ334R+27aSWRfK5s0R9dmnXjfQ1DnsMWxggOCcHNglEuSGhOBlD3/NZvz8IImMhD093WVcVst3HkjcSRISAv9u3coeCwQAiQTaoUM8ntN48GCZJtNN1qtXYTx4kJr8xKuI/f0rFa9qUp+fDsPeW7u4HAUFyPlhDuzZOYh8n9ub3e5G0IgRUNSpg7wlS2BLTII0rgaCRoyAX6tW3OUcNQqFa9aW+T7ByOUIfWYaZ3kJ8WXUfiVVnvm//0o1mW5iLRZkzHzXZ655liUkQFrOm0B1p46c5XaaTLDn5HD+ZyUJDETUJ7NQ9++DqL1nN2rv3oXgCRPo3DsPJBXcrlVRvDqLmPkOQl98EZLwcACAJDwcoS++iIiZM4UtzI3011+HfsuWUgNVi06dQvKEiRU2tIVgl0qRGRmJ3NDQ4t1jHsYwDIJGj3YdlEgQ5MFjekKIeHdmmWPBjEyGqI8+5OTyA1tSUqXihPBN0aQJZPHxroMiETT9+/Naj5CK/v23VJPpdgWrV8PmpiHPN79WrRDz5ZdIWL0KMV9+yWmTCQAkwcGI/30xAgYNAqNUAmIxVJ06Im7hgqp/eych94l2NJEqT7dps9uYNTER5rPnfOJmLUYkQugL05E24+Uyx3SUzZrBv2dPj+e0Z2cj85PZxYMObTZIY2MRMmUytEOHejzX7UQqFUQqulaYT7KYaKjatSu+0eVOUim0gwfzX5SPYMRihEyehJDJk+C0WCCSy4UuyS1rcjL0O3a4jiUmQr9zFzS9Hua5qnvDRcM7aNxY2LOykPf778CNeSRirRYRM9+BokEDj+fjkyQoCPGrVsK4fz+KTp2GODAQmn59IQkK4iSfLC6u3LjUC2/2JNUbwzCI/PgjJE+aXOa2y7BXXva6nZ5cMh056j7ocMB07DgCBlSfxtvtpFFRiJr1MaJmfQyWZekhKCEVoEYTqfKcFvfn7gGArSDuTQL69YNYrUbOTz+j6PRpiLVaBAx8BCFPTwUjlXo0l9NsRuKTY0sdgbAlJyP9zbfgtFoRNGKER/MR4UV+9CGSJkyE9cqVkjVGJkPkxx9BGhkpYGW+w5ubTABguXix3KGllgvnAS9vNHGBYRiEv/YqgidOgOnIETAKJVTt23n93+fdYhgG6k6doO7UifNcfm3bQlarVqmvIzfJataEql07zmsg5F75tWiBmhs3oGDZcpjPn4ckLBTaIUOhbNJY6NJ4VdFDPpGH52X6KmoyEVIxajSRKk/Vrh3yFy5yGRMHBHj0NjM+qDt3hrpzZ87z6DZscDtnI3fOXAQOGyb4UEjiWdKICNRcuwb6HTthPnsW4uAgBAwYAElwsNClEQ/xtSOSfP8wLwkJgaZvX15zVjUMwyB2zg9InjoV1su3mk2yWrUQ+8P39AaNeC1peDhCn3tW6DIE5d/rYWR+9JHLmY3ioCCoaL4aIeQu0btEUuWpO3WC8sEHUHTseJlYyNSnIXJzTWp1ZzxyxG3Mnp0Ny9WrXnlTFakcRiKBpncvaHr3EroUwgFlkyaQ16/v8gZLkUoFTb9+AlR1b3xlrl51JqtRAzXXr4fp0CFYExMhi4uDX5s21GQi5AbTyZPIX7QIlkuXIImMRODjj8O/e3ehy4IkMBARb7+F9LffKTXHj5FKEfnB+xDJZAJWRwjxJdRoIoJzsk6cyroGo82MJqHx0Mo9uy2XEYlQ48cfkf3Ntyj48084dTrIatVC8MSJ0A4e5NFct2MdDuQtWoSC5Stgz8yEvF49BI0bCw0Hs5S4UNH2aTHNUCLEJ0V/8TmSJkwsdXsO4+eH6K++9LrblZjLl9Fh7z6EZ2TAIRYjuUYsHNnZgFotdGmkAgzDQNW2rc/c7EoIXwrXb0Daq6+WNHIsly7DuG8/gqdMQdgL04UtDoB26FAoGjZE/rLlsKWmQlYzAYHDn4C8ZoLQpRFCfAhTFZ8MMgyTEh0dHZ2SkiJ0KaQCh9Mv4s0Di5CszwEAyMVSjG7QFS89OIiTJ58sy4K1WHjZxZT60gzoNm4ssx7+1ps+cYuR6cQJJI5wXaeyZUvEL/md54oIIZ7itFig37oVlosXIQmPQMCA/hBrtUKXVUrRqVO4NnoMmBvDuW8SR0eh5sqVkAQGClQZIYTcH6fFgsudu8BRUFA2yDCotW0rZLGxvNdFCFdiYmKQmpqayrJs9ZmqTwAAIqELIPxg7XYUrl+P5KenImn8eOT+8gschYWC1pSiz8XTO34oaTIBgMVhwy9ntuGnf7dykpNhGF6aTEX//OOyyQQA2V9/A2dREec1VJZfy5YIHFP2ym+xVouId94WoCJC7o3d4YTN4az4N1ZDIrkcAY88grAZMxA0epTXNZkAIPubb8o0mQDAkZqGgmXLBKiIEEIqx3T4sOsmEwCwLPTbtvFaDyGEcIWOzlUDrN2OlGnPwLB3b8ma8eDfyF+6DHGLF0EaESFIXcsu7IPJbnEZW3RuNyY07gmJSMxzVZ5h2LPXbcyp08F0/ATUHbx/oGLEG29A3bETCtesgaOgAMpmzaAd/jikXjYwmJDbXc7SY/aWC9h5PgtOlkWH2iGY8XA9NIvVCl0auUuszQbj34fcxg179yHkqad4rIgQQiqPddE8LxV3MYSbEEJ8ETWaqoHCtetKNZlusqWkIPvLLxH1yScCVAVcyEt1G8sp0iG3SI9wlZa/gjxJVP5mQUbsO5sJ1R07QN2xg9BlEHJXkvNMGDr3bxSYbv0wv/9SDo5dz8eKp9qicXSAgNXdO3tuLhiZzOtmJ3GOYQCxGLDbXYfpxktCiA/ya9UKjFIJ1s3OdlWnTjxXRAgh3PCdd7vkvrk7wgUAus1bwLr5QZ5rYX7u3/ApxFJo5H48VuNZ/j17uI2Jg4KgfOABHqshpPr4ad/VUk2mm4psDny367IAFd0f/e7duDpoMC6174CLrR9C0qTJsFz2nfori5FIyr2Byb8X3YpIyP2yXLoE/c6d1eprircQazQImTzJZcy/T28oGzXiuSJCCOEGNZqqgfLmAbFWK1iHg8dqbhla1/3Rsf41W0Ep8d0rVBX16kE7/PGyAZEI4a++QtfDEsKRvy7n3FfMmxj270fKtGdgOX++eIFlYdy/H4mjx8CWkSFscTwKe2E6xMHBZdaVzZpBO3SIABUR4ttsWVlIHD0GVwc8gpRpz+Bq/wFIfHIs7Dm+8bWxqgh5+mlEfvgh5HXqAAwDSVQkQqdPR/SnnwpdGiGEeAztPa8G/Fq3RtHJky5jyubNIZLLea6oWPOwmnil1RB8dmw1nLfdftg8tCZebT1UkJo8KeKdd6Bs1hwFK1bAnpkJeb16CHrySageai10acSLWJOTkTN3Lgy7dgMMA//u3RHy9FOQRkUJXZpPkkvcPz9RSH3j2UrOd9+XXHt9O0d+PvIXL0bYjBkCVMU/WXw8ElauQN78BTAePAhGoYCmd28EPjGcl0sdCKlqUqZOg/nMmVJrpsOHkTxtGhJowD6vtEMehXbIo0KX4TVYloX1yhVAJIK8Zk2hyyGEeAA1mqqBwJEjULBqFRx3PrESixHyzDPCFHXD+MY98HBcC2y8dhQGqxmtI+qgQ3RDMAwjaF2ewDAMtIMHQTt4kNClkLvE2mxwGo0QaTRgKpiz5QnWlBRcf3w4HHl5JWsFK1bAsGcP4pcvgzQykvMaqpr+TSNxPkPvMtaviff/ebJWK4pOn3YbNx45ymM1wpNGRiL89deELoMQn2c6erRMk+km8+l/YDxxAqqWLXmuihBAv3MnMmfPhi0xCQAgq1kT4a++AnXnzgJXRgipDN94vEsqRRoWhrhFC6Hu3r14uCoARePGiJ3zg1fcfBbjH4wpTXvjpQcHoWNMoyrRZCK+xWkyIeOjj3CxbTtcbNMWl7v3QO78+WBv22nHhdwffyzVZLrJnp2N3Hm/cpq7qhrbPgFNXAz8jg/2wzPd6ghQ0T2SSMCUs1tHrFbxWAwhxJewdjsK161D8tNTkTRhInLn/QqHTgcAMF+6VO7H7vhlHi5evMj59z1Cbmc6dgwpzz1f0mQCAOvVq0h+5tlyH7oQQrwf7WiqJuQJCYj9/js4TSawNhvEAb518xIhXEqeNg2m265St6enI2vWJ3DkFyDshemc5dXv2eM2Zti1C3jzf5zl5ps1MRHm/85DEhoCZcuWnDWU1XIJlk1pg6VHkrHlbAacThZd64dh1ENxCPCTcpLTkxiRCJo+fVD4558u45p+/XmuiBDiC1ibDcnTpsG4b3/JmvHAAeQvW4aQH+fiv8xMBJXz8Zl2O0798QfiIiLQwWiC5MgRsFYrVO3bI3D0KEjDwrj/jyDVTs7PPwOuZsXabMid9ytivvma/6I8pGDNGuQvWgzr9euQ1qiBoJEjoB3q+6NBCLlb1GiqZkR+vnuTGyFcMB46XKrJdLu8BQsQPG4sxFotJ7kZppxNpTd2H/o6p9GItNdeh37HDuDGk3JZQgKiv/wCivr1OcnpJ5NgfIcEjO+QwMnrcy3sxRdQdOIErImJpdbVXbsiYOAjAlVFSNVSdPYsdOs3wGk0wq91K2h69QLjwxd1FKxZU6rJdJMtKQkHp07Dsdat0E+phJ+LC2KMfn7IiIyA2G5HrYWLYMvNxc27O83nzqFw7VrELfkdspgYjv8rSHVjPuV+15Iv72jK+vpr5M6ZW/Jry3//If3Nt2C5chXhr74iYGWE8IeOzhFCBGe5fBnpb72FqwMeQeLoMShYtRqsi2HIXDAdOew2xprNMJ06xVlu/x497ivmS9LfmQn99u0lTSYAsF67hqSJk+A0GgWszHtJQkMRv2olwt94HapOHeHfsyeiv/wCMd99C0ZCz4cIqayszz/H9SFDkTd/PgpWrEDay6/g2pChsLs4yuwrdBs3uo3FJiWBZRgc6NgB5jsugDHL5TjYsQNYkQg1r1xBSG5umY+3Z2Uh++tvPF4z8SxbWhoyP56FqwMH4frwJ5C3cBGcFovQZZWrvAd5XD3k45o9Oxu5v8xzGctbuBC2tDSeKyJEGPQTKyFEUMYjR5A8eQpYs7lkzXT0KIwHDyL68884z88oleXGRUrudgEGT5kM/e7dsKenl1qXxsQgeMJ4zvLyxZaZBd3mzS5jjpwcFG7ciMBhw3iuyjeI1WoEjRmDoDFjhC6FVMCem4ui0/9AHKCBskULXi4SqOosly/DeOAAGJkM/j16QBIa6rHXNh46hNyffymb89IlZM6ahejZsz2Wiy9OpxN5aWlwN91N4nCAYVnkBwdj4yMDEJuUBLXBAL3aHyk1YuG40cCOSUp2m0O/dSvY2Z/49BxNe14ezGfOQBwQAEXTpj7933Iny5UrSBw1Go78/JK1olOnoN++HbHzfoHIS3frBQwejOyvvnITG8RrLZ5i+OsAYLO5DjocMOzbh8Dhw/ktihABUKOJECKozA8/KtVkukm3cSO0Q4dA1bYtp/k1ffog+8uvXF4nL4mIgN+DD3CWWxoejvhlS5H323zod+0Ew4jg36M7gsaNgyQ4mLO8fLFeu+Z69sINlkuXeayGEM9iHQ5kfjwLBcuWgb3xpkIaG4uoWR/D7wHuvm7wgbXZAIbhfQcd63Ag/Y03ULh2XclaxkcfI2z68wieMMEjOQpWr3Yb02/ZCufMmT41ZsBms2H16tWQqVRwdxg5OzQE7I0GqEMiwXU318eLy9lJzNrtxTtTfbA54+pzVZaQgKhPZkHZtKnA1XlG1mefl2oy3WQ6ehS6deu8djZQ0PhxMB05DOPBv0utqzp3QtDIkQJVVTmMqILPEXoYQaoJajQRQgRjuXYNlgsX3MZ1W7Zy3miSxcQgdPp0ZH/xRal1Ri5H5PvvgeF4VpI0LAzhr75SJc/sSyMjyo9HRfFUCSGel/3dd8hfvLjUmi05GcmTp6Dmpo2Qhod7JI89Lw8FK1ai6ORJiAMCEDBoIGdfF4vOnEX2N1/D+NcBgGGg7twZodOfh6JuXU7y3Sn3l3mlmkwAAJsNWZ9+BkWDBlC1a1fpHI68sm/Gb2KtVjiNRq9vNFkuX0bhuvWwFuTjuKkIF/2UkNeti/ir16C446iUk2FwtnHju3rdjMgIBLk5Pqhq185nd+tlf/1Nmc/Vm0e4a23aCElIiECVeYbTbIZh7163cd2WrV7baBLJZIj9+WcY9u6FftcuMAwDdffuUHfq5LP/3lSdOoGRy8G6OrYolULdpQvvNREiBGo0EUIEw7rbWnyXcU8JmTwJfi2aI3/FCtjTMyCvVw+BI0ZAXtM3h0l7C1lcHPzatnE5bJ1RKGiwtQ9inU7Abvfpocme4LRYkL/kD9cxoxEFy5Yj9LlnK53HcuUKEp8cC0dOTsla4dq1CBo7FuGvvVrp17+d+cJFJI4ZA9ZkKlkz7NoF07FjSFi+DLL4eI/mcyX/D9d/psWxpR5pNCmaNIbxr79cxqRRURB7+W7SnLlzkf3VrZu46gIIDwjAnq5dsbt7NzQ7dRoR6ekQsSzyggJxpklTZEUUN/0D8gugLchHkVKJrPDwMruTLtWti7hr16G67d8AANjFYkhGjeL8v40LzqIit/+unDodClauQshTU3iuysMcDpe7sm9irVYei7l3jFgM/27d4N+tm9CleIQkMBChzz6DrM8+LxMLeWoK3eBIqg1qNBFCBCOvXRvSqCi3gxHVnTryVotfq1bwa9WKt3zVRdSsWUieOAmWS5dK1kR+foj64nNIgsq7bJt4E1tmFrK//BK6zZvBWixQtmiBkGnToO7QXujSBGHPzISzsNBt3HLpokfyZLz7Xqkm00158+fDv2cPjx7Ry/1xbqkm001OnQ65835F5PvveSyXK6zDAXtGhtu4NTXFI3kChw9H/pI/XP79BU0Y79W7KIpOnSrVZLopoLAQLU4cx6H27fFX506Q2GwQOZ2w3hj8LbVa0fbAAURkZJZ8jEGtwsH2HVAQFFiyZlEosLtHdzT691/EJiVD5HQiMyICZxs3RguJGL64B9WWlganXu82brnofle1rxCpVFC2bImiEydcxtWdO/FcEQmeOBGymjWRv3gxrNcTIY2NReCIEdD0eljo0gjhDTWaCLmNNSUVRSdPQKRWQ92+fbV/as81RiRC6AvTkfbKq6VuJQMAZbNmVebmNW/COp1gzWbejoZIw8ORsHYNDPv2wXzuHCQhIdD07QuxWs1Lfk9zFBYi58efoNu4EU6TCX6tWyPkqSlQNmkidGmcceh0SBw1CrbkW4OCi06eRPKUKYj94XuoO3cWsDphiAMDwUilbnddSsLLPzZ6N2yZmTAdOeI2Xrh+vUcbTcYDB93HDrqPeQojFkNaowZsSUku4/J4z+wwlYaHo8a8ech45x2Yz54FUHy7VfCkSV4/E6Zg9Z9uY9EpqZBarbDJZLBLpaVirQ8dLtVkAgC1wYhOe/Zg4yMDSoaBA4BJpcLRNm1wtE0bgGUhtvtBbgjH5cPZ6NDBs/89fBAHBQESCWC3u4xLwjxzxFVoodOfR9KEiWWGUEvjakD72GMCVVW9VaVdWoTcD2o0EY9wms1g7XafffPI2mxInzkThX+uKdl+LA4ORtRHH1bLN1F8ChgwACKVGrk//YSif/6BWKtFwKBBCJk6la5y9yCnyYTsr79BwZ9/wqnTQRpXA8HjxiNw+OOc52ZEIvh36QJ/H59L4DSZkDjmyVJzxQw7d8K4fz9qzPulyu6IK1ixslSTqYTDgexvvq2WXyPF/v7Q9O1Tdp4QADAMtEOHVDqH02AoP64vP36vGIUCcLNLi1G4u8/Ms4JGjULmRx+VDYhECPTg0S1l40ZIWLUSlqvX4DQaIK9bF6Ibu3+8mT03121M7HSWNJpupzIYEJWa6vJjFBYLaiQm4VotF8PBnQzCrzyMwLSWELES4DSw9T8b2vxPgoAE3xkILgkMhH/PHtBv3lI2KBJBO+RR/ovigKp1a8QtmI+c73+A8dAhiJRKaPr2Reizz0Cs0QhdHiGkGqJ3caRSrElJyPr0M+h37wbsdiiaNkXoc8/53HGK7G++ReGq0jfROHJzkfLc86i5fh1kNWoIVJln2dLSSgZGqjt39pphzP7dusK/W1ehy6iyWJZF8tNTYTp8uGTNlpiEjJkz4Sgo8P35FDwpWP2ny+H1rNWKrC+/QvyS3wWoinvl7WYxnz0LR0EBxFotfwV5ifA33oDl+nWYT/9za1EiQcT/3oCivrv7v+6erEYNSEJDYc/Odhn3a/VgpXPcTtO7N/IWLHAb40Pg6FGwpacjb/Hikp0ZIrUa4a+/Dr+WLTyez9fm8CkbN4Jh506XsSKFAkUudqqq9XqU1xby1+lcrodf7Ybg1Nal1nRXRNj7khO9F4ogU/tOsyni7bdhTUyE5dx/txYlEkS89RbkdeoIV5iH+bVsiRrzfhG6DK/mMBjgNBggCQvz6mOyhFQF1Ggi982enY3EkaNK/RBs/uef4uMUP/0IdXvfaDY5rVbkL1vmMsZaLMhfugzhr7zMc1Wel/X5F8j99ddb182LxQgeNxZhM2YIWxjhnPHgwVJNptvl/vwzgkaPgkil4rkq31PerT5FJ07AodNVySfHTHk7PUQiMHcc06kuxAEBiF+6FMa/DsB04jjE/hpo+vX12G1zjFSK4ClTkPnBB2Vi0ho1EDBggEfy3BT81BQY9u+H9erVUuvyBg0QNG6sR3O5wzAMwl99BUHjxsJ0+DAYmRzqDu3p69MN2sceQ978BXC42Hl2sV49sC7eOJsq+LMzqsvGRXYZAtNcH8u05AOJW1nUGeI7jSZJYCASVq6EYc/e4tsbtQHQ9OsHaUTlj7gS32DLzELmxx9Dv2MHYLdDEhWJkEmTEPjEE0KXRkiVRY0mct/ylixx/aTV4UDOd9/7TKPJkZ0Np5snegDK/NDtiwrXr0fuzz+XXnQ4kPvLPMjr1EHAwIHCFEZ4Yfr7b7cxp9GIotOnPXKbU5UnKueNFcMAVfTpqKZPbxh27XIZU3fqVK2bAAzDQN2xA9QduRleEzRqJBiJGDk//QR7Wjpw43am8P+94fE/d0lgIOKXLUXBsmXQ79oNiBhoevaEduhQ3v+OpWFhHm+kVQWSkBDU+O1XpL35ZsnuHKtUiov16uFCg/qQWSwQ2+0ouu3vS6/RIDMsDOFZWWVezyqVIikursy6rCgIIqf7GZUFlz3wH8MzRiSi3dPVlLOoCEljxsCamFiyZk9LR8a774G12RA0ZoyA1RFSdVGjidw30yHXOySA4kGxTovFJ2YeiIOCwPj5ubxtBwCk0dE8V+R5+YvdH+nJX/IHNZqqOEahrFScFPPv0QPGvftcxvzaPOSzM+oqounTB4UbNpT5bxcHBSGsCuz29HaBw4dD+9hjsGdlQaRWQ+zvz1kusb8/gidORPDEiZzlIJWjaNgQNVevhvniRWxZvRpnjEaoDQZ03r0b4ZnFzSSdRoMzTZogpUYsAOBw27bouHcvAgsKSl7HIpPhYMcOZWY6AYBdZgQLFoybQ3cKujCU+JDCDRtKNZlul/PTzwh84olquzOXEC5VzcevhBcipfvhoIxUCkYs5rGa+ydSKqEd5KbRIhZDO2wYvwVxwJri/lro8mKkatD0cT9fRRodDWXzZjxW47sCHnkEyhZl58SIVCqEvVR1j6AyEgliv/sOkR9+AL+2baBo1hTBkyYh4c/VkNd0MUSYeBwjFkMaGclpk4n4FkXduug2dSrUALrs3FXSZAIAjU6HtgcOICqleAi42U+J7b17YW+XLjjdvDkOtW2DDQMfQXZYmMvXtsv1MAZdcZ1YBMT39p1jc4QUHTvmNubIyYHl6jUeqyGk+qAdTeS+afr2hfGg6yM5/r16+dSNYWEzZsCanALj/v0la4xcjoiZM6GoV1fAyjxDFh+PIje31cji4/kthvBOXqsWgqdMQe6PP5ZaZ2QyRMx8hwZi3iWRXI4av85D3uLF0G3YCKfJBL+HWiN4/Pgq33BhpFJohwyBdkjlb1MjhHiGRqNBtyIzpFZrmRgDoOHZs0iLubErm2GQGRmBzMi7m0uUVncj4k6PhLwo5NZrili0fEEE/1hqNJXHlpaG/CVLYDp5qvgm3YGPwL9nTzAM/bkJQaQqf7ex2MWcMkJI5TEsywpdg8cxDJMSHR0dnUI7NTjF2mxInjYNxn37S61LoiIRv3ix19xodi+K/vkHpqPHIPJXQ/Pww1XmJiXdlq1InT7dZSz6qy95u1GICMuwfz8KVqyEPSsL8vr1EDRqFOS1awtdFiGEkPt0ffgTKDp1ym18+8M9kR8cfH8v7hRBk10fSn0UNOEKDHq5JfzCqVlSnqIzZ5E0fnyZ2Z8BQ4cgysVg/6rEnp0Ny9VrkIaHedVDTNPJk0h8YoTLmPKBBxD/+2KeK6peYmJikJqamsqybIzQtRB+UaOJVAprs6Fw40boNm8GW2SGql07aB8fBklgoNClkTvkzP0ROT/8APbGk09GJkPI1KcR8tRTAldGCCGEkPuRNGlyqd3Yd7KLxdjXtQtyQkMrlWfgwIFo3rx5pV6jOrj++HAUnT7tMlZjwQKoHmrNc0XccxYVIWPmuyjcuBGw2wEAfq1bI2rWx17z0Dnzk9nI++23UmvioCDUmP8bFHV9/+SCN6NGU/VFjaYqgLXbod+5C8aDB8HIZdD07gO/lmXniBDvZ8vMgi0tFbLYWEhCQir+gHtkz8+H8a+/AJaFqmNHaggS4mNYhwP6Xbtg2LMHjEgM/4d7QtWhQ5U4ksE6nTAdOwanTgdF06aQupkfQwi5pXD9eqS9/Eq5v6dAo8G2fn3vO4dYLMaMGTOgULifzUkAW2oqLnfv4TauHTYMke+9y2NF/Eh9aQZ0GzeWWZclJKDm+nVeM0rDeOgQCv9cA0dBAZTNm0E7bBgk97vbj9w1ajRVX97xmU/um8NgQPKEiaWenuQvXFRlv5lVVY6CAqS//Q70O3YATicgkUDTtw8i33nHo9dKSwID6cpoQnyU02xG8uQpMB05UrJWsGIF1D26I+arr7zmh/n7YTp2DGmvvgZbavHwYkgk0A4dgog33/Tp/y5CuKbp2xf6HTuh37rV7e/R6nTosXUr/urYCWa/u7hllGWB25rXderUoSbTXXCazeXHi4p4qoQ/ttRU6DZvdhmzXrsG/a5d0Dz8MM9VuaZq0waqNm2ELoOQaoMmwPq47G++cblFt2D5cui2uP+hg3iX5KnToN+2rbjJBAB2O3Tr1iO1Ct9kRcjdsqWmIu2113Gh5QM437QZUp59FuYLF4Qui3e5v8wr1WS6ybBjJ/KXLROgIs+wZWYiefKUW00mALDbUbB0GbK//ka4wgjxAYxYjOgvv4CyZctyf19QXj7al3PEDgDC09PRdccOPLZ0GQatXIWWR49BZrGgcePGniy5ypLFx0MSGek2rmrblsdq+GG+cPHWz66u4ufO8VgNIcSbUKPJh7Esi8I/17iNF/y5mr9iyH0zHTuGohMnXMYMe/bAfPEizxUR4j1smVm4/sQIFK5ZA6fJBNZqhX77DiQ+MaLaNZsKV7v/ml64Zi2PlXhWwfIVcJpMLmP5S5dWuEugsliHg/MchHCJEYkQ+PiwCn9fcF4egrNzAAAihwNhGRkIy8iAyOFAVEoqOu7dh9DsHDAAZDYbal++jG47d6F2DJ14uRuMWIzQZ6a5jMnr1IGmEscXvZUktPwxD5KQys0GI4T4LtqP7stsNjj1erdhR14+j8WQ+1V05ky5cfPZczSo8B7lr1iB/CV/wJaUBFl8PAJHjYJ28CChyyL3IW/BAtizssqsO00m5Hz/A2K++VqAqoThKCi4r5i3s5TTTHfq9bBnZHByg5GjoABZX34F3fr1cJpMkNevj5CnptAtnMQnafr0Qd6SJTCf/qf836crREBhAZqc/gfyG5eDmOVyOEUiiFzMbdUUFsK0eTPkw4dzUndVox0yBIxcgdwf58Jy6TIYhQKa/v0Q9tJLEMnlQpfnccomTSCvW9fl13FGoUBA/34CVEUI8Qa0o8mHMTIZ5PXquY0rm9BWZ19Q0SBCSRAN7L4XmZ/MRsZbb8Py339wGo0wnz2L9NdfR9ZXX3Ga156Tg/SZM3Gh9UP4r0lTJE2aDNPJk5zmrA6M+/e5jRn2uY9VRcrmzdzHmjblsRLPkkRGuI0xUinEHAxrdVqtSBw7DgXLlpXsprKcP4/U6S+gYPWfHs9HCNcYmQw15v0K/549y/19iiIzHjx6rKTJBAAKiwV+5cwPMuz/y2N1VgcB/fuh5vr1qHvsGOodPYKoDz6o0pevRH/xOSR3XN7AyOWI/uxTiLVaYYoihAiOGk0+LnjyJJfrjFKJwFGjea6G3A//7t0h0mhcxiTh4VC1b89zRfePdTiQ8/PPuNy9B/5r2AhXBwxA/ooVvOW3paYib8ECl7Hceb/Cnp3NSV6HTofEkaNQsHQZnDodYLPBuH8/ksY8CdOxd+bQtgABAABJREFUY5zkrDakUrchppxYVRQ8aRIgKvttm5FKETR+nAAVeYZ26FCX/10AoOnbB2J/f4/n1G/eDMv58y5j2d9+C9bh8HhOQrgmVqsQ/eUXbucE6f39EZaRcc+vy8iq19daTxGrVdXi+5S8dm3U2roFEe+/h8DRoxH28gzU3rkD/j3c38BXldjz8uAo54QJIdUVNZp8XEC/foiYORPi285Iy+vURuyPcyGvmSBgZeRuifz8EP35Z2DuuNFFpFYj+ovPferGpbTXX0f2518UD/V1OmG5dBkZb72N7G++5SW/Yf9+90MpbTYY/jrASd6C5cthTUwss87abMj+qvoc7eJCebfV+Pfyjpts+KJq2xbRX34JaY0aJWuy2rUQM2cOlI0aCVhZ5Sjq1i2+JfWON2TK5s0R/sYbnOQ0HjzoNmZPT4f16lVO8hLCNUYiQez335XZYWL298eBjh2gLSy859fU9O7jqfJIFSVSKhH42GOI+N8bCJ4wAZKQ8mc3VQX63btxddBgXGrXHhdbP4SkSZNhuXJF6LII8Rq+8w6WuBU4/HFohzwK84WLEMllkNepI3RJvLJcuoS8JUtgvXwFksgIBA4fDr8Kbl/xNuqOHVF7+zYU/LkGtpQUyBISEDBooE9ttTZfuADduvUuY7nz5iFozGjut1Az5ffOGTE3vfXyjhWYjh2D02iESKXiJHdVFzhqFHRbtpbZfSKJiEDoNNdDV6syTa+H4f9wT1gvXwbEkirzQEE7dCjUnTtDt2kTHDo9lC1bQNWuHZjbrlj3JEZe/lXtjPIuroAnxEspGjZE7R3bod+xA9bkFMji4uDfvRsicnKQfuw44GLuHQA4GabMnCZ1167w79Gdj7IJB8w2BzafSceVLCOiA5UY0CwKajm9/assw/79SJn2zK2HmywL4/79SDxzBglr/oQ0PFzYAgnxAvSVpopgpFIoG/vuE+37pd+xAykvvAjYbCVrunXrEf76awh68kkBK7t3ktBQhLg5CukLjOVcm8xaLDAePgINxztQ1F27AB9IS/17uImRy6Hq2JGTvOXuOhOJALGYk7zVgVitRtziRcj/fQn027aBtduh7tQJQWNGQxJaPW+zYRimSj5QkISG8vZ1W9O3DwqWL3cZUzRpAhndsuVR1qQkOPLzIatVG2I1P013lmWx/1IODl3NhUouwSPNohAb5MdLbm/AyGTQ9C19y1lkZCTkkyYh88MPXX5M2PTn4cjNhenoMYjVamgeGQDt4MFg6HuYT7qYqceYeUeQobt1q+bHm/7DT2MeRJuanp99V53kfPe9yx30jvx85C/+HWEvvShAVYR4F2o0EZ/FWq1If2emy6ZC5qefwb9PH0jv2DpOOFTBET8+5hRIw8IQ8vRTyHFxVC/0uWc52yHm//DDMB5wfSxP3aULRIryd0+Q8onVaoRMmYyQKZOFLoVUEao2bRDw6KMoXL261LpIrUbEW28KVFXVY71+HWlvvomiY8cBFB8VDxw5AqHTp3PavNCbbRg//yiOXr91++7n2y7g1d71MaVzLc7y+oLAkSNQ9O8/ZXYgBwwdgpDJkznbRUj4xbIsnl58vFSTCQB0ZjueWnwcf7/WHUoZNRDvh9NqRdHp027jxiOHeayGEO9FjSbis4yHDsGRm+s6aLdDv2UrgsbQQHS+aHr2RNbsT10+4RFpNFC1a8tLHaFTp0Jepw7yf18CW1ISZPHxCBw1Cv7dunKWM2DwIBSuX1fyZuomsVZbZZ5qsXY79Dt3wbBrFwBA3a0b/Ht0pyfdxGdFfvgB1J06ovDPNXAUFEDZvBkCR4+m3Uwe4jQakTh2HOy3DZ92mkzI/fkXAAynXxs/2nS+VJMJAJws8PHm83gwPhAPxAVxltvbMSIRomfPRtCYJ2HYtRNgRPDv0R2KBg2ELo140JFrebiSbXQZKzDZsOVsOga3oK9194ORSMDI5WAtFpdxsUrNc0VEKAzDjAXw241fjmNZdj7H+d4BMPPGL8+yLOvVV8xTo4n4LKfJ/VW8xXETT5UQAJBGRyPk6aeR8/33pQMiEcJfe43XXT2anj2hqeCKZ08SyWSo8csvKFi2DIWbNoE1meDXti2Cn3wS0uhoj+Zi7XYYDx2GU6+DslkzSKOiPPr6rjgtFiRPeQqmQ4dK1grXroVf2zaInTsXIrmc8xoI8TSGYaDp3Rua3r2FLqVKKly/oVST6Xb5S5YgeMoUTo7RmW0OrDmZ6ja+9EhytW403aRs3KhajlyoLu7cyXSn9MLy48Q9RiSCpm9fFP75p8u4pn9/nisi1QHDMCIAt18x3IhhmC4sy+4RqKQKUaOJ+Cy/Bx8ovqXIxdE5ALztoCG3hD77DBSNGiF/2VLY09Igq1kLQWNGw++BB4QujXMihQJBTz7J6YwZ46FDSHv1NdgzM28kFSFg4EBEvvcup0cT8+YvKNVkusn09yHkLVyIkEm+O1vsTo7CQuh37wZrtULVrj1kMZ5tFBIihKJ//0X+4t9huXIF0uhoBA5/HKq23H6PLDrzr9uY02iE9do1KJt4/mGszmxDkc3hNl7RG3BStTgKClCwciWMR49CrFJB038A1F27VPkjgvUjNBXE/XmqpGoKfWE6TCeOw5aYVGpd3bUrAh4ZIFBVpIp7GEAcADOA/wC0ADANwB4BayoXNZqIz5KEhCBoxAjkLVhQJqbu0gXKpk0FqIr4d+vK6TG16sqWno7kp6eCLbptJ5/TicI//4RYq0X4q69wlrtw7dpyY1Wl0ZS/dCkyZ30C1nzjjahIBO2wxxDx9ttgRNzcWEgI1wrXb0Daa68BjuLmi/nMGei3bkXYjJcQPHEiZ3klgeXvGhJzNDMvWCVHmL8cWXrXx1oaRJb/BpxUHdbkZCSOHlNqZ51u02YEDBqEyI8/qtLNpnoR/uhYJwT7L+WUidUJU6NLXd+cYcqyLIrsViglMkH//qRhYUhYuRIFq1bBePAgRHIFNH16w79XLxopQLhy84ftIwDWobjRNIhhmGiWZd1v4xUQ/eRMBME6nXAUFoK12yv1OmGvvYqwl2dAcuMaUVFAAIImjEf01195oErXnFYrCteuRdrrbyDjvfdhOnGCs1yE3FSwYkXpJtPtseXL4XQT8wRHYeF9xXyJ6ehRZLz73q0mEwA4nShYugx5v/3m/gMJuQfOoiKYjh1D0ZmzYO+4Rp6TfGYzMj74oKTJdLusr76GLdP1NfeeEDB4MODmjaDfQw9xtltQLGIwrn2Cy5hSKsaoh+I4yUu8T+asT1we3yxcswaG3Xv4L4hn3z3REt3rh5X6NHwwLhDzx7eGSORbTTYn68TP/2xF1+X/Q8vF09Fp2Wv4/tRG2J3udy9yTezvj+CxY1Hjp58Q8+030PTtS00mwgmGYcIB3NwqtxnAMgBOFG8a8tqbcmhHE+EV63Qi9+dfkL94MezZ2RAHBED72FCEPPccRDLZPb8ewzAInjABQePGwanXQ6RSlX/VfCXZ8/OR9ORYWC5eLFnLX7IEgSNGIOLttzjLS4jlylW3MafRCFtGBuQJrt9cVZayRXMYdux0GfNr3pyTnHzLW7IEcPPGP+/33xE8YQLPFZGqJnfer8j58Uc4dToAgCwuDhHvvgtVm4c4y2k8eBBOd81gux36bdsQNHoUJ7nlNRMQ/r//IfPDD0t9bkmjohD5wfuc5Lzpqc41UVhkw/yD12C2FV9QERukxCePNkWNYD9OcxPv4DAYYNizx21ct2F9ld99HeAnxbyxrXAtx4grWQZEByp9dkffB4eWYcn5fSW/zi7S4duTG5Coy8LsTuPK+UhS3cW/tlENoBEAfwB6AGevz+pn4CP3jblKjwB4+kYNwQCSAfwJYBaAXgD+AACWZcvr/o4FcHNGxkqWZVMYhtkDoBuAyQzDfMCyrOtZMgKiRhPhVeaHHyH/999Lfu0oLETuL/NguX4dsd99d9+vy4hEEAcEeKLEcmV9+lmpJtNN+UuWQNWxA/y7Vu0fWohwpJGRbmOMTAZJSAhnuUMmToRh776y89CkUk6P3vDpzjkLt7OnpYO12Tidg0WqtvwVK5D16ael1qyJiUh+6ikk/Lmasyaxu1uRSuLW8uOVFTRqJFTt26FwzVo48vKgaNoEAf37Q6RUcpqXYRi81qc+nu5cCyeT86GWS9CyRqDP7eIg989pMrncyXeTw8DL+0yvkBCiQkKI5wfv8yXNkIdlF/5yGVt35QieatoHNbURPFdFvF38axsboXiG0WgAt18FaIh/beMiAN9fn9XvLFf5GYaRA1gC4NE7QnUAvAJgFICf7/Llbj7tPMyy7OUb//98FDeaIgAMAbC0MvVygY7OEd7YMjORv2yZy5hhx06Yz53juaJ747Raodu0yW288M81/BVDqh3tY0MBN1uyNf36QezP3WBPZfPmiP3he8jr1C5Zk9epg9gffoCyWTPO8vJJGlfDbUwSFUlNJlIpeb/Mc7nOms3I/30JZ3n9WrUq99+uqn17znLfJE9IQNgL0xH5/nsIfOwxzptMtwvwk6JLvTA8GB9ETaZqRhIaCll8vNu4X6tW/BVDKuVw+gU4WKfb+IG0/3ishviC+Nc2vgDgXxTvJFLfEVbfWP/3xu/jylzcajItB9AaQMiN/7scQBSAtyt6EYZhuqC4OQUAv94WWgng5pblaZWulgPUaCK8MR09BpQzk8n4d9lbrbwJW1RUen7LHRwFBfwVQ6odea1aiProQzByeal1v1atEP6/NzjPr+7YETXXr0etrVtQa9tW1Fy/DuqOHTjPy5egESPczpMJGjmS52pIVeIwGGFNTHQbN5/l7IFq8aUZT45xGfPv0xuK+vU5y02IkBiGQcg01++9JBERCHzsMZ4rIvdLISl/tIaygjipXm40j74AUNHTBQbAF1w0mxiGaQPg5jXU37Ms+zjLskdZls298X8fB/DtXdQI3BoCbsJtu5ZYli3CjWN3ADowDON1t2BRo4nwRuRX/lPMiuJCEwcEQFbO8QZlM6/7/CZVTMDAgai9ZzciZr6D0BdeQNyihYhbtBBi9Z0Pa7gji4uDrIb73T++yq9VK4S/9SYYheLWokgE7bBhCBpH8x/csWVkoOjM2Wp1DOVeiZQKiMr5HOXy2CsAhL70EsL/9z9IY2OL84WGIuTZZxA9ezaneQkRWsCA/oj69NNbP7uJxVB37178fVOrFbQ2cvc6xTSCSqpwGZOLpeheo2rsrCaVd+O43Of3+GGf3/g4TxqP4iZSAYCX3fyelwGUeyMHwzBBuLUrahXLsro7fsvtO5y8blcTzWgivFG1bw+xVuty5w8jlcL/4Yf5L+oeBU+ejPTXXy+zLtJoEPjEEwJURKobSWAgAocPF7qMKiloxAgE9OsH/e7dYC1WqNq3gywmRuiyvJItIwPpb70N419/ASwLxs8PgcOGIWzGS5xeyOCLGLEYAYMGIX/xYpdx7dAh3OZnGASNHoWg0aPgtFrv6+INQnxVwID+CBjQH7asLIj8/Hh9MEM8QyVV4M2HhuF/BxbBedvFAgwYvNLqUQQq6O+UlJiGu9sldDsGwFR4tlHT98b/3Xpj51EZLMtaGIZZi1s7llwZDeBml/XXO4Msyx5lGOYfAE0BjGQY5lWWZQvuv2zPop8GCW9Ecjki3n0XqTNmlB4qzDAIe+1VSIKDhSvuLmkHDwJrLkLOD3Ngz84GACiaNEHE229DGhUlcHX3xp6fD1tiIiQREZBG0BBFQoDinYvaQYOELqPSWIcDhj17YP7vPCQhIdD06+uxOV6szYakceNhvXbt1prJhLz588HabIh4602P5KlKQqdPh/nsWRSdPFlqPWjCeKg7d+atDmoykepKGhYmdAmkEgbXaYta2kj8/t8eXNdlIcY/GCPqd8YD4bUr/mBSLdy4XW70fX74mPjXNr7qidvoGIaRAYi+8csLFfz2igYU37xxJwdAIcMwzV38nj0objSpUHw73Vd3USYvqNFESjGfP4/8pUthS0qGLD4egU8Mh7xOnYo/8C5pej0MWcJK5C9ZAuuVq5BGRyNw+ONQ+tAV6YFPPAHt0KGwXL0KkVLpc8eInBYLMj/4EIVr14K1WgGGgbpTJ0R+8D4koaFCl0cIqSRbejqSJk6C9cqVkrWs2bMR9cXn8O/SpdKvr9++vVST6XYFK1Yg5JlpkAQGVjpPVSJWqxD3+2IY9u6F8e+/IVIooenXF4p69YQujRBCfELT0Hg0DR0rdBnEezVC2cHfd0sNoCGAIx6o4/bz8KYKfq/bxtaNOU+Nb3vNE3eReyrDMF+z7G1b/wREjSZSomDNGqT/782S62CNBw8if/lyRH86G5o+fTyWR1G3LiJnzvTY6wmBkUp99g1C+ptvQbd+/a0FloVh714kTZ6ChFUrwYhodBshvizt1ddKNZmA4qu+U194EbV37ax0E6jo9D9uY6zVCsv585C0bVupHFURIxLBv2tX+HftKnQphBBCvIjxyBEULF0GW2oqZAkJCBw5EsomjSv+QHK7ym7b9tT1zbc3lypqfKnKiZV3pM6dOgB6Ath2Hx/rcfSOkgD4P3v3HR5VtTVw+LenpfeEkELovSkq8KkUQZSiIqBgQSmCir0BdrFde2+gNOmCUlREERBEpIioSEdaSID0Xicz+/tjQiBkJiHkTEmy3+fhwZw1M3txLyQz6+y9Flhycjj14ktlRaYyJSWcfGEK1gK7x0uVWsacmEj2ypV2Y0V795K3caOLM1IURUtFh4+Qv83+DTlZUEDWihU1XkMfGlqjuKIoSl1hTk4m+YMPOHbnKBIefJCcNWvwkM0ESi2R/uWXxN85iuwffqDgn3/IWr6co7fcQtbZN4WV85Hj5ucDUNojKaX0y1ZVPNxuXAgRAIwo/XKLlFJU9gu49qyne0xTcFVoUgDIWbMW6aCYZM3OJnfDBhdnpDhDwe7dYLU6jv+7y4XZKIqitZJTJyuPnzxV4zWCbrgeHDT89mrXttbu9lQURamOwgMHODL4RtI+m0r+tm3k/LyGhAcetJ0OUJTzUJKaStLbdoakWSycevkVdaO/enZTyVG0KuRSdb+k6lhX+ns/IYSXvQcIIXTAdQ6efxtndjvNPo/1fgZO9zS4TgjR5PzSdC5VaKpFpMWCNS/PKa9d1es6a13FtapquG4IUzsRFMWZio8fJ+mNNzk2egyJT0wkb8sWTV/f1Lw56PUO414ta9441RgVRdSUFyqsow8PJ/q112v8+oqiKLVB0suvYMnIqHA9a+lScn/b5IaMlNomZ82a8gOSzmLNzib3t99cnFHtVdrIe+4FPn2OFo3AzzK19PcQ4GUHj3kScNTo93QT8ELgq6oWK+3JNKP0Sx1w7/ml6VyqR1MtYM3LI/mDD8hathxrTg7GxnGEjb2LkBHDNVvDt+tljoNC4HtZJXGl1vDp0gVTkyYUHz1aISa8vTXtxaUoNZFTaGb53yc4mppHkzBfBl8cQ6C30d1p1Uj+H38Qf8+9yPwzx/ezv/+e8PsmEPHQQ5qsYYyMJLB/f7tHZA0REQQOGqTJOsE33YTvZZeRuXQZJSkpeLdpQ9CQGzWbbKcoiuLJzMnJ5P/xh8N49sqV+F95hQszUmoja0FhpXFZWHlcqeATbEUWUY3nSOBTLZOQUq4XQnyF7fjbRCFEQ+ADbLuOGgETgHvsPbd0stylpV8uLz2Kdz5mAlOw1XfuEkK8IKUsutA/gxZUocnDSSk5fs+95G/fXnbNfCyeUy+8gCUri/C7L6RPWEXerVoR0L8/OT/+WCEWNHhwrZusptgnhCD67bc5Pm4clszMM9eNRqJffx19cLDbcvM0eeZCdiQdwqDTc0lkC0x69e3SVf48lsHY2X+QVXDmLt9bP+1n5ujLuLRJ7dx1J6Xk5HPPlysynZb66WcEDhqEV/PmmqwV9dKLyJISclavhtJeIaYWzYl59110Pj6arAFgatyYBo8+otnrKYqi1BZVFQC0PPJkLSgg/48/kFYrfl27ovP11ey1tWTNz6dg578ILxM+nTur4TLnwe/ySgZnGAz4du3mumTqgKOvD9rd5MmVjwPvVuNpjx99fdBuJ6QzFogA+gB3lP4622FgHzAQKDnr+tkf7mef72JSypNCiJXAYGxT6kYAc6qdtYbUJycPl/fbb+WKTGdL+/xzQkfertkPnOg33yAlJprMJV9jzc5GHxxM8C0jiHjgAU1eX/EMPh3a03z1T2QtX0HRwYMYohoSPHQoxoYN3Z1aGWm1krdpE4V79mIIDyfg2mvR+1c2mEFbs3ev5eO/vifXbHsjGeYdwFPdbua6Zmpnn7OZLVbum/9nuSITQHZhCRPm72DT5D6YDLXvzWvhrt12dxKelr1ypWa7mnR+fsR+8D7F8fEU7tuHISIC34sv1uS13UlarRTu3o0sLsa7Qwd0XnbbHiiKojidMTYWY0wM5sREu3G/7toUCDIWLyb57XewZmcDoPP3J+KRRwgdebsmr6+VtBkzSJ06DWuOrZ+yMTqahlNewL9nTzdn5tm8W7cmcOAAsn9YVSEWcuutGCMbuCGr2u3o64Pea/LkSoB3qHxnk8RWZHrPGXlIKfOFEP2A0cCdQCdsfZeOAkuAN0tzBCgAEEL4AKf/cZ/A1nupOr7AVmgCeAA3F5pEXZyMIIRIiImJiUlISHB3KjWW9MabpM+a5TAeN3u2Zj/MTpPFxViystAHByOMtfuoilL7mJOTOX73PRTt21d2TefvT8x77+Hf40qnr7/y8B88vmFmhet6oWPugMfoEqnNrhPFvjV7khg3x35xHWDqyC707xDlwoy0kbdtG/F3jnIYDx01isinnnRhRrVL7saNnHrpZczHjwOgDwoi/P77Cb3z3BuEiqIorpG5bDknn3qqwnVTkyY0XfpNjW8E5/62iePjxtmNxX7yMQF9+9bo9bWS+c1STj7zTIXrwmSiyZIleLeuavBW/SbNZlI/m0rG4sVYUlMxREcROvIOQseMRojqnADzTLGxsSQmJiZKKWNduW6TJ1e2B+7DVuTxPyuUi60A86mTdjKdNyHEYuBm4JCUsuZNND2M2tHk4XQ+3jWKXwhhMmGIiND8dRXlfJx88slyRSYAa24uCQ8/TIu1azCEhDh1/Vm719q9bpFW5uxZpwpNTpaUU/lxhOQctx43v2A+7duj8/NzOFjBt5vaHu9I4f4DJNx3P/KshqmWrCyS/vc/9CHBBF1/vRuzUxSlvgoeciPCaCR16mcU/3cIYTIRcO21NJj4hCanDdK//NJxbNZsjyk0pc2seHMObDeuM+bNJeplR72QXceSk0P+9u0Ikwm/yy5DmEzuTqmMMBqJeOhBwh98AFlYqOkR9/qstIh0f5MnV04G2gEBQA6wR+PG3xUIIR4FWgPbpZTTHTxGcKYX015n5uMuqtDk4QIHDCD108/sxoyNGuHdqZOLM1IU5ymOjyfv9812YzI/n6wVKwgbPdqpOexPt78NHmB/huOYoo320UFVxANdlIm2dH5+hI27i5QPPqwQ8+7cCf/evdyQVe2QPndOuSLT2dKmz1CFJkVR3CboukEEXTcIS1YWwttb0yO9RQcOOIwVHjyo2To1IYuLKT50yGG8cO8+hzFXSZ06jdTPPy/rkagPDaXhs88QOHCgmzMrTwiBUEUmzZUWlba5eNkAbM2+xwkh1kgpj9p5zBigael/V2ySXAfUvkYX9YxXy5aEja/Y8Ft4edFwygt1YkulopxmPnGyivgJp+cQ6eu40BHpG+z09eu7ixoF07Wp/YbflzQO4ZLGtbMZOED4hAlEPvMMhmjb0T/h60vw8OHETZ+umqZWonDPHoexov37kRaLC7NRPEFCTiqHs07h6vYP0mzGfOKEw52JSv2lDwrSvG9cZb0zPaWvpjCZKh0k4+4TEpnfLCXl/ffLDeKwpKeTOHESBTt3ujEzpY5bCBQDemCNEOJ2IURTIUS4EOJiIcQbwLTSx+4E7O56qu3UjqZaoMHjj+F72aVkfv2NbYx027aEjLwdr2bN3J2acoGsRUWYjx9HHxKCISzM3el4DFPTJqDXg4MPjl7NnX98eXjrHrz753L7sVbO7xGlwLSRl/DEkn9Ytz8ZKUEI6N0qgrdv7uzu1Gos9I6RhNx+G5asLHR+fug8aPu+pzKEhePowKQ+JASh17s0H8V9diQd4tWti9mdFg9AXEAEj14ymAFNL3HqutJqJXXqVDLmzceSno7w8iJw4EAin3oSfWDt3GWpeL7g4cMp+Ocf+7ERw12cjWNBw4aSPsP+8bngm29ycTblpc+ebT9gsZA+Zy4xb7/l0nyU+kFKeVAIMQ5bAak5MM/BQ7cDN0spa2dfiCqoQlMt4d+zp5rcUAdIKUn97DMyvpyDJSsLdDr8e/Wi4ZQXMEZGujs9tzNGRhJ47TV2p2/ow8IIum6Q03MY2+FqdqfF89PRHeWu39nuKgY2u9TBs+ouaTa7fChAiJ+JGaMv43h6PsfS8okL9SUuzDPHOV8IodM5vddYXRI8bBh5Gzc6iA3VfL2c4gK2nTyAXqeje1RrvA2qGHg+CnbvpujAQYyRDfDt3l3zXXqHM08xbvVH5JeceT8en5PCY+tn4GvwolejDpqud7bkt94uN5hFFhWRtWwZxYcP03jRQrW7XHGKoKFDKNy9i4wFC8+5PpSQW25xU1YVRTzwAIV79pC/eUu566FjxxLQp4+bsrK95y6q5IhhZUcTFaWmpJRzhRCbsU1/uxpogq32cgpbT6b5wGIpZbHbknQyNXVOUVwo+YMPSPtsaoXrpiZNaLpiuRrXDVhy8zgxaRK569aVXTM2jiP2/ffxbtvWZXn8k3KEDQm7MAo91zS5mObBtW/S2YWSZjOpU6eRsfgrLCmpGBvHETpqFKG33ebu1JR6KDc3l3W33kbLcz4w+HbtSqNpUzVtnDr939V8+vcPZcWMIJMvk7oOY1jLyzVbo64pycgg8eFHyN92pgWGMS6O2A8/wLtNG83WeeH3BXy1337BsUuD5iwY9IRma52tJCOD/3r1Rhbb/yzQ6IvP8e/RwylrKwpA0X//kbNmLUgr/n364N26tbtTqkBKSf7mzeRu2oTOy4vAAQPwatnS3WlxsPdVlJw6ZTfm17MHcZ9/7uKM6h93TZ1T3E/taFIUF7Hk5pExZ67dWPHRo2SvWkXwjTe6NikPpPf3o9Gnn1B0+DCFe/diCI/At+tlLr9j3DmiKZ0jmlb9wDoo8fEnyFm9uuxr87F4kl56mZLkZBo88oj7ElPqpQMHDvDXpZdwpFlTGsUfR2+10H7kSOJuuknT7wvfH/6Dt7cvK3ctqzifZ3+bR4x/GN2jPO/DnSc4MWlyuSITgDk+nvjx42nx88/ovLWZjvtX8mGHsb9THMdqqvDffx0WmQDy/9iuCk2KU3m1aIFXC8+efC6EwO/yy/G73LOK8sHDbyb1w4/sxkJGjHBxNopSv6juo4riIkUHD1TaQLTg779dl0wt4NWsGUGDBuHXras6luBA8fHjpM2YSeq0zyncq81k1IJ/d5UrMp0tfdZsSjIyNFlHUc7X/v37AcgMDeXfizqz7/LLaTp0qObfF2bvXmv3ukQyd88vmq5VVxQdOeLwWKMlJZXsH7UbpBPk5fj4bKDJeUdrdf7+lccDKo8r1WctLFQN1xVNhI8fT0C/fuUvCkHY3XcT0Leve5JSlHpC7WhSFBfRBwXXKK4oZ0t+9z3SvvgCSo8/p7z3HoHXXUf0668hDBf+rT1v0yaHMVlURP727QSe+6ZNUZzEbDZz+HD53SotW7ZE74QG4AczHE+1/K+SWH1WfORojeLVcWPz7vxxyn6/lRtbdNdsnXP5XHQRxkaNMB8/XjGo0xHkYSPSa7PCAwdIeeddcjduBKsV30svJeLRR/C9xLnN3pW6SxiNxH70IQU7d5L760aEyUTgtddgatzY3akpSp2ndjQp9Za0WsnbsoXsVasoTkh0+npezZri3amTw3jQ4BucnoNSN2SvXk3a55+XFZnKrn//veMJK+dJVDEFTfURU1zp8OHDlJSUlLvWqlUrp6wV5ee4QXvDSmKepODfXZx49lmO3TmKk8+/QOG+fU5dzxgbU6N4ddzYojvXNulS4XqH8MY8cJHzBkUInY7o/72KzrfirqnIyZMwxmj3Z6zPihMSOHbHneRu2ABWKwD527cTP2asw8lrinK+fDp1IuKB+wm/e7wqMimKi6gdTYrLFPy7i9RPPyVv0ybbHYUB/Ql/4AG3TFvL3/EXJyZOxJxYWmDS6QgcNIioV1526gfp6Fdf4djoMVjS0spdbzBxIl7NmjltXaVuyfxqscNYxleLCRs37oJfO/Daa0h+++2yN/pn04eE4NvdeTsH3GXPiWwKSyy0jw7Ey6D9Thnlwp0+NneaTqejhZN6ldzSpievb/vabmxEa8/vwZP5zTecfO75Mx/St20j85tviH7jDadN7PRu1QqfSy+hYPufFWK6oCBNd/vodTre7z2O3xL38OPRHRRbSugZ255rm3TBpHfu21nfyy6j2fffkfHVYor278cQGUnwTTfh09F5k+7qm/SZs7BmZVW4LouLSf1sKo2mfuaGrBRFUZQLpabOKS5RsHMnx+4chSwsLHfdGB1Nk2++dumo75L0dA5d2x9rTk6FWPCttxD1wgtOXd+SmUnm0mUU7tqFPiyM4KFDXDpNTan9Dg26juJDh+wHDQba7vq3Rq+f+tlnpHzwYfmLej0xb71JYB06JrL5UBrPLv+XQym2XiChfiYe6tOC0VfUzybwnkZKybRnn6U4J4es4GCsej3NmjXjjjvucMp6FquVp3+bw4pDW8uuCQRjOvRl0mXDnLKmVixZWRzs1bvCz1gAXUAALTest7sjRwvmpCSO33MvRWftntKHhRH70Yf4dqm4A0lR7Dk0cBDFh+03dRdeXrT552/XJqQoiibU1Ln6S+1oUlwi5aOP7b4BNp84Qcb8BUQ8cL/LcslautRukQkga9lyGjz6KPrAQKetrw8OJmzsGKe8dnFCIlnLllGSnIxXm9YEDR6MvopGpkrt49W8ucNCkxaTacInTMC7Q0cyF3+F+cRJvFq0IGTkyDp19/5wSi5jZ/9BgdlSdi09r5gp3+0hwNvIsEvU+yF3yt++nePPPkevo0cBKPTyYk+HDrTo399pa+p1Ot7oOZqxHa7ml+P/YtDp6df4IhoHNnDamlrJWbPW7s9YAGtODrm//kqgk/63M0ZG0nTZUvI3b6Zw/wGMDSPx79sXXRXHcBXlbDofH8cxJxVJFUVRFOdRhSbF6aTFUmmD4dxff3Vpoano4H8OY7KwEHNCAvp27VyWj1ayvv2WE08/A2f1M0n99DPiZs7Eu7Vzepoo7hF65x3krFlj93hb6KhRmqzh3+NK/HtcqclreaLZvx8tV2Q629QNh1ShyY2Kjx0j/u57kPn5Zde8i4ro8uefBB0+DN26OXX91qGxtA6tXf//WwsKKo/n5VcarylPHW2u1B6BAwdSuHu3w5iiPUtuHnkbf0UWF+PbvbtbWlnUZnlbtpC9ciXWvHx8u3cj6PrrKy2YKkp9owpNivPpdAi9HmnnQzFQowlZF8IYE+04qNdjqIU/aM3JyZx45tlyRSYAS1oaJyZNotmK5S7Jw5KVRebXX5P3+2aEtzeBAwYQOKA/wgkTouoz30svJerVV0l6/fWynhbCx4fwu8cTPORG9yZXS+xMqNgL5LSDybkUmi14G9XfW3dInze/XJHpbIULFsCtt7o4I8/n162r46BOh29lcUXxACG330bO2rUU7NhR7rqpaVPC779P8/WshYUUHTyIzt8fr6b177h05tJlJL36KtY829FxDAZCbruVyKeeQgjh3uRqgZPPPU/mkiVlX2f/8APps7+k8ZwvMYSHuzEzRfEcqtCkOJ0QgoB+V5P9wyq78cD+17o0n6Chw0j9YjqYzRViAf36YQgLc2k+Wsj+7nu7fx6Aov37Kdi9G5/27Z2agzkpiWO3j8R8Vm+03LVryf7hB2I//MDlBcW6LnjIjQQO6E/eli1QUoJv165OPfJZ14T7O276H+BtwKSvPUNZZXEx2T/+SM66XxA6gX+fvgReew3CaHR3ahekcOdOh7Gig/9hLSiodXeNzSdOkLFwEYX79mGIiCD4ppvw7XKxZq/v1bIlgQMHkv3DDxViQUNuxBRbu3ZoKfWPztubuFkzyVqxgpyfViNLSvDv1Yvgm29CHxCg6Vqp0z4nbebMshs13h07EvXyS3i3aaPpOp6q4O+/Ofnss+V3RZeUkDFnLsboaMJGj3ZbbrVBzrp15YpMpxUfPkzyW28R/cYbbshKUTyP+uSnuETEww+Tt+0PLKmp5a57d+pE8M03uzQXU2wMMW+9yYknnyrX08K7cycavvC8S3PRiiUjvfJ4eobTc0h+551yRabTctetI+v77wm+8Uan51Df6Ly9Cejd291p1Eo3XxrLmr1JdmPDusSi09WOO7rW/Hzi7xpHwV9/lV3L/mEVmYu70uiLz506RdNZ9JUU+3X+/oha9mfK37GD4+PGYz1rl1bW0qVEPPYY4XeP12yd6NdfwxgbS+bixVgyM9GHhRFyyy2E3zdBszUUxZl0Xl6EDB9OyPDhTlsjbfZsUt57r9y1wn//JX70GJp9/1292I2SPn+B3aP3ABlz56lCUxWylq9wGMte9SMNX3qpVv7sVRStqUKT4hKmxo1p+vUS0r+cQ95vvyG8vAgc0J+QW291y53pwP798fu//yN71Y9YMjPx6dwJv//7P5fnoRXvDh0dB41GvNu0dur6sqSEnB9/chjP/n6lKjQpHuXa9g0ZfXkTZv9+tNz1i+OCeeJa5/570VLazFnlikyn5W/bRvqcOYSP166Q4SrBQ4eQu26d3VjQ4MEIXS3abSYlJ59+plyR6bSU994j8NprMDVurMlawmSiwWOPEvHQg1hyctAHBqpjy4pyFllSQvqMmXZjlsxMMr/+mvB773VxVq5XfOSIw5g5MRFrcbFq5l8JS5bjo/eyuBhZUACq0KQoqtCkuI6xYUMiJ0+CyZPcnQoA+qAgQm4Z4e40NBFwdV9MzZrZHQ0cfOONGCIinLq+LClBFhc7jJf1AFAUDzLlhvYM7RLD9ztPUlBsoUfLcPq2jURfS3YzgW0IgCPZ335XKwtNAVdfTchtt5GxYEG5696dOhHx6CPuSeoCFe7aRXHp5LwKpCTr+++JuF/bYRjCYMAQEqLpayruJS0W8v/8E1lQgM9FF6EPCnJ3SrWS+VQSJSkpDuMFO/91YTbuY2wUS+GuXXZjhshIVWSqgk+Xi8nfutVuzNSsGfrgYNcmpCgeShWaFKUOEAYDcbNmcvKZZ20T/qREeHsTPGyYrbjnZDpvb7w7d6LwH/u9VXy7O3dKlKeTFguFe/aA1Yp3+/aqX5UH6RQbTKfYYHenccGs2dkOY5ZKYp6u4fPPETT4BrJ/WIW1sBC/yy8noG+fWvdvx5qbW0VcFeGVyuX+tomTzz1HycmTAAhvb0LvvJOIRx9RTZurSR8UCAZDhcEpZfHQ+lGgDbnlVnJW/Wg/dustLs6m9gm55VYyFy7CkplZIRY+oe7viFPOEEKMBmaVfjlGSjlbw9c+Cjja8iyBIiAdOAisAhZIKY9rtb4Watc7NkVRHDJGRhI3/QvMJ05QkpKCqUkTl971jHjgAY7fc2+Fc//68HBC6vGUqOyfVpP0+utlHxIMDRrQYOITBF1/vZsz8xzWoiLVz+AC+Vx6Cblr1tqN+V5yiYuz0ZZP5874dO7s7jRqxLtDB4Svr8Mper6XXebijJTapOjIERLuvx9ZVFR2TRYWkvb55+hDQggbM9p9ydVC+oAAAvpd7bDIEjx0qIszcg+/bl2JfOpJkt9+B3nWIJmgwTcQVgt3wbqaMbIBcV/OJunlV8jfvh0AQ1QUEQ/cr97bKa4iAG8guvRXL+AFIcTTUsr33ZnY2VShSVHqGGN0NMboaJev69+jB7GffkLKhx9StGcv6HT49+pFg0kTMTZo4PJ8PEH+n3+S+NhjYLGUXStJTubEpMnoQ0Pxv+IKN2bnXtJiIW36DDIWLKAkKQlDVBSht99G6NixtaoHj7uFjx9P3oZfy31YABBeXoSNu8tNWSmn6QMCCB11J2mfTa0Q8+7YEf/evdyQlVJbZCxYWK7IdLb0L78kdNSd6vtlNTV85hmKDhyk+NChctfD778f3y5d3JSVrZ9bycmTCG9vDKGhTl8vdNQoAq+7jpw1a5FFRfhdcTlezZs7fd26wrt1axrPm4v51Cms+QWYGsepnniKs8QD544O1wG+QCy2ItNj2ApO7wkhgqSUL7o2RftUoUlBSqm2XyuaCOjdm4DevSnJyEBnMqHz83N3Sm6VNnNWuSJTGSlJnzGzXheaTr7wAllff1P2dcnJkyS//Q7FCQlETZnivsRqGZ/OnWk0bSpJb79tK/Bi20XTYNJEvNu1c3N2CkDEQw+h9/cnffaXlKSkILy9CRw0kMjJk1WRQKlU0YEDDmMlp05hycpS/biqyRAeTtNlS8n58Ufy/9iOLiCAoME34N3afUMgsn/4gZQPPyrr5+bbvTsNn3kar5YtnbquISyMkBHOm/B3PoqPHSN79WpkcTH+PXrg06mTW/OpLmPDhu5OQan7pJTS3jn8bOAUsF0IMQv4EbgMmCKE2CmlXObKJO0RUkp356A5IURCTExMTIKdUevKGdmrVpH2xXQK9+5FHxpK8NChhN83wS1T4BSlLjrY+ypKTp2yG9MHBdFq6xYXZ+QZio8e5dCAgWDv549OR/PVqzHFxrg+sVrOfOoUCIExMtLdqSh2yJISStLS0QcGqJ+zynlJnDSJ7G+/sxvT+fnRastmhNHo4qxsLNnZZC1fQdHhQxhjYlwyeKQuyl69msSHH6nw81AfEkLT5cvq9Pfz5PfeJ+3zz8v92QOuuYaYd952299rRXuxsbEkJiYmSilj3Z2L1lzUo+mYlLLJeTw+CtgFhAL7gfZSSjt3u11H7WiqpzIWLeLUlDO76ixpaaR98QUFO3cSN3uW2uGk1FvFx46R9d33WHNy8L3sUvyvuuqCt0MbwsIcF5rCwmqSZq2Wt2WL/SITgNVK/pbNmG66ybVJ1QGuvLNanJBAxtx55P/9F/qgIIIGDyZw4ED1s6MSwmDAGFk/jxE7i7RYyN/+J9a8PHwuvqjO7e4Juflmh4WmoCFD3PZhvGDnTo6Pv7vcmPfUTz4l5v33COjd2y051Vapn35m9+ehJSODjPkLaPDYo27Iyvly1q4lbdq0itdXryb1iy+IuO8+N2Sl1ElTgvyxHT0LAHKA3UzJqnxSh0aEEDrgBmBCaQ5hwHFgGfA6cC2wEEBKWaM3UFLKk0KI94CXgdZAf2BlTV6zplShyQMV7t1L+py5FB04gCEykuDhN2v6g1sWF5Py4Ud2Y/lbt5K3cSP+PXtqtp6i1BZp06eT/M67ZW/60r/8Eu927Wg0Y/oFfYAJGjaUwt277caCh9WPpqP2CFPljb+Fl7eLMlEuRMG//xI/Zmy5iWp5v24k79eNRL/xuhszU+qT3E2bOPnsWdPYTCZCRo6kwcQn6kzB0/eyy4h47DFS3n+/3KAN327d3FaAkFYriY8+Vq7IBLYm5SeemEiL9evR+9fvY/Pny5qXR9G+fQ7j+X/+6cJsXCtj8WKHscyvFqtCk1JzU4LaA/cDdwD+Z0VymRI0F/iEKVn236RrQAjhBSwAzn3D3xKYBIwEvtB42UXYCk0A1+DmQpNqDuBhctas4cjwEWQtW0bh7t3krltHwr0TSH7/fc3WKNi9G0t6usN47q8bNVtLUWqLgn/+IfntdyrcWSzcs4ek1167oNcMGTGCwIEDKlz3v+oqQu+884Jesy4I6HMVwtt+MUn4+qoGyR7u1MuvlCsynZa1YgV5mze7ISOlvik+doyE+x8oKzKB7SZa+syZpH0x3Y2ZaS/87vE0X72aiMcfI2zCvcTNnk3jL2ej8/V1Sz75W7diTky0G7Pm5pLz008uzqj2EiYTopKJq3p/f4ex2q7kpP3d3gAlSUnUxdYuF6LwwAGyf/yRgn/+cXcqtcuUoEeBf7HtJDr3H5J/6fV/Sx/nLFM5U2RaDHQFwkt/X4yteffzWi4opfwPyCz90u2NYFWhyYNIs5lTL74E50wPAkib9nlZk8CaEiZTjeKKUhdlntWY+lw5q37EkptX7dcUej0x775L47lzCB01ipA77yBu9iwaffZpve4/oA8OJvLJyXDurgMhiHxyMvqAAPckplSpOCGRwp07Hcazf1jlwmwUV7Pm51OckIC1sNCteWQsXIR0kEP63DlIe0MYajFTbAzh48fT4OGH8eveza25lKSmVR5PrzyunCGMRgL793cYD7zhehdm41qVNTr3atmizuxKvFAlGRnEjx3LkRsGk/jIoxwdcQuHhwyl+Ngxd6fm+WzFo3eBqv4SCeBdZxSbhBDdgVGlX34ipRwhpfxDSplW+vsI4KPzyPFCnP5L4vYGb6rQ5EHy//yTkpQU+0Epyf5Rm7tE3u3aYYyLcxgPHOD4h56nsOTmXdAHf0VxpCQ11WFMms1YszIv+LV9L7uMyKeepOHTT+PXvfsFv05dEnLLLTSeN5fAQYPw7tiRwOuvp/H8+YQMd+8EHKVysqjyAoO7CxCKc1jz8zn5whQOXHElh67ux8Ere5D05lvI4mK35FPZNDZLSmqlu7aVmvFuf+6U7fJ8OnRwUSZ1Q8Tjj2Fq3LjC9cCBAwkcUHFHdF0Reucd4KD/ZejoMS7OxvOcePxx8n4vv0O4aO9e4sffjSwpcVNWtYDtuNw71XzWO6XP09JYbEWkTGCig8dMBJI1Xhfg9JbzcCe8drWoHk0epKo3bLK4SJN1hBA0fO5ZEu5/oMKawSNG4NOxoybrOEPB33+T/O575G/bBkLg270bDR57HJ+O6o1NXWfJzCR93nxy1q0Fq8T/qt6E3nmnZs1fvdu2IfeXX+zG9GFhGBqoJr5a873kEnwvucTdaWjmxyN/Mm/veo5lJxMXGMHItlcxoGnd+fMBmJo2xRgdjfnECbtxvysud3FGiiskPPwIeRvPHKu35uaSPnMmlrQ0t/TlMlTS+F7n64suKMjpORQdOkT+jh3oA4Pw790LXSVHoOoSr2ZNCeh3NTk/r6kQ8+7YEV91M6VajA0a0OSbb8hasZy8zZvRefsQOHAg/lf1rtO7enw6dyb6zTdIevV/ZYVh4eND+N3j63UPS7Adlzu3yHSaOT6enF9+IbBfPxdnVWvcT/V3CQngvtLnamVg6e8/SSkL7D1ASlkkhFgBjNdwXYDTP4yslT7KBVShyYP4XHwxwtcXmZ9vN+53hXZHLf179KDJksWkz5lD4e49GEJDCRo2lKBBgzRbQ2uFe/dybPSYM9vlpSR/8xbiR42iyVeLKt2Gq9RuJRkZHLvtdoqPHCm7VrRvH9nfr6TJgvmajFQOHjGC9LnzsObkVIiFjhpVr4+6KVX79O8f+PCvM9OhUgqy+TPpEIcyT/LAxde5MTNtCZ2OiIcf4sTkJyvEvNq0IXDgQDvPUmqzgp07yxWZzpb13XeEP/gApljXTq0OGX4zWUuX2o0F3TgYnRNbAFiLijgxaXK5XkT6oCCiXn+NgKuuctq6niT6jTc45fsSWT/8YGv3oNPh36sXUa+8XKeLI86i9/cj9PbbCb39dnen4lJBgwYR2K8fedv+QBYX43vZperoPFB86FDl8f/+A1Voqsg2Xe6OC3z2nUwJmqzFNDohhAmIKf1yfxUP31PT9ew4facl0wmvXS3q6JwH0QcEED5+nN2YX6+emt/5927dmuhXX6XZ8mXEzZzh0UUmgNTPP7fbk8Gan0/a9BluyEhxlfSZM8sVmU4zHz9O6hfaDGwwRkYS98XnmJo3L7smfH0Ju+cewhz8u1QUgNSCbD775we7sWk7fyQlP8turLYKGjyYmPffx6ttW8C2gyR4xAgaz57l1A/4invkb69k8pXVSsGOHa5LppTPRRfR4MnJFY7e+HbtSoPHH3fq2slvvlWh4bUlK4vEhx+hOCHBqWt7Cp2vL9FvvE7LX9bReMF8WqxdQ6PPPsUQFubu1JRaRphM+F95BQF9rnJqkcmSk0P6nLmcmPwkSW++RdHBg05bq6aMUVGVx6OjXZRJrdOeio2/z5c/0E6jPM4+smZ/98gZNS5snU0IYQQalX55WMvXvhBqR5OHCZ8wAX1YGOmzv6T48GH0YWEE33wT4WrMJ/lbtzmM5W3d6sJMFFfLXr3aYSznp9U0fPppTdbxuegimq/8noLdu7Hm5OLdoX2dnvqiaGNDwi7MVvvNh81WCxsSdnFTK7cP/9BUYP9rCex/LdaiIoTRiNCp+1Z1lT6w8g9/OjftQAgbPZrAa68l+4dVWPPy8O3WDb9uXZ26pjUvj8xly+zGZHExmYuX0OAxZw4x8iyG8HAM4W5vA6IolSo6dIj40WPK9cFNnzWLyKeesvWK8jA+F12EV5s2FO3bVyGmDw4m4Npr3ZBVrVDTH0Za/TA7u7hU1YcIP43WPK0zcHqs8xaNX7vaVKHJA4UMH07I8OFIs1kd1zmLzscHR3Nk3DXm90IUHjhAxrz5FO7fhyEigpCbb8a/lxrnXimz48aHzmiK6FNFs1NFKaeKKcyyqgfUYvWlL019FnDNNZx65VW7O4r1YWH4a3isv7qMUVGE3TXWZeuZk5MdtjcANJsOrCiKdk4+/UzFYUtSkvTaa/j37IGpSRO35FWZ2PffI3783ZiPHy+7pg8OJvbTT9B5e1fyzHqtYu8L1z4fACllphAiBYgAWlXx8Kri1XX2+dsVGr92talbkB5MFZnKC6zkaF/goNrRFyR3wwaODruJzMWLKfxnJ7lr1nL8nntJfu99l+YhzWbSZs/m8OAbOdizF8cfeID8HX+5NIfq8OvRw2HMv5KYorhCj9j2GHX2p+cYhI6esWpYgVJ76QMDiXr5JTCUvzcpvLyIfu1/iHp0XNIQ0QBRyYc8U1wjhzFFUVyv6MgRCv75x35QSjJXuP2zuF2mJk1ovuoHYj78gIiHHyLq9ddo8cs6fLt0cXdqnmw3F34ULRdt+yWtK/29nxDC7h05IYQO0KyJpxCiEbZpdwC7pZS/afXaF0oVmpRaI2z8uLKeIGfz7tiR0FGjXZ9QNUmLhZNTXkSazRViadOmUXTYNUdppZQkPPwIya+/QdH+/ZQkJ5O7Zi3H7ryTnHXrqn4BNwgbPw69nelyuqAgwu652w0Z1V1SSvI2byZ9/nxy1q9HWhztI1ROa+AbxPiO9reyj+t4DZG+wa5NSFE0FnT99TRbsZzQUXfi37cvYePH0ez77/Dv2dPdqbmU3t+PoMGD7caE0UjwzTe7OCNFUSpjycisPJ5ZedydhMFA4DXXED5hAsE33ojOx8fdKXk2WyPvuRf47DlaNAI/y9TS30OAlx085kkgTovFhBBhwNdAYOmlR7R43ZpSR+eUWkMfEECT+fPIXLaM3HW/gBAEXN2XoBtvrBXbSAv+/puSkycdxrNXrSLifi0na9qX99smcu0VlEpKSHrjDfyvusrjpsaYYmNpsnABKZ98Ss6aNSAlAX2uIvz++/Fq2tTd6dUZ5sREjk+4j6IDB8quGWNjif3kE7xba727V1tSSqy5ueh8fBAG1/9oe6jL9TQNimTe3vUcy06mcWAEI9texfXNndszRlFcxat5cyKfesrdabhd5ORJlJw6Re6GDWXXdH5+RP3vf5gaN3ZjZnWftbAQa0EBBjs3nhTFHq9WLSud6O3TqbOLM1Kc7BPgXqA6H2Qk8KmWSUgp1wshvgJGABOFEA2BD4Aj2Jp1TwDuOc+XE0KIc3s96bH1lGoCXAXcD0SWxqZIKdfU7E+gDVVoUmoVna9vrR0Ba7XT3+JssrDIJXnkrFvrMGY+Fk/RgYMeWVQwNWlCzFtvujuNOi3hoYfLFZkAzAkJHL/3Xlqs/sljj/NmLFpE2sxZmOPj0fn7EzR4MBGPPoreX+sei5W7vnlXVVhSlDpO5+tLo2lTKdyzh/wdf6EPCiSgTx90fq79flOfmJOTy6b9SbMZU/PmhN97L0HXa3bq5LwVHjhA+oyZ5O/YgS7An6DrbyDk9tvUxE0Ppff3J/T220j7YnqFmDEujsCBA9yQleI0U7J2MyXoceDdajzrcaZk7XZCNmOx9WnqA9xR+utsh4F9wECgsoazcZxf/6hc4Ckp5cfVT9U5VKFJUVzEp/NF6Pz8sObl2Y37XXG5axKRVTUmrruNixXHCv7+m8Ld9n/Olpw8Sc66Xwi89hoXZ1W11Gmfk/Lee2VfW3NzyZg/n8K9e2k8b66ahlYPFB44QPqcORTu3oMhLIzgYUMJHKA+PCjO5d2uHd7ttJqGrS1LVhZZy5dTuG8/hogIgocO8ciGx+fDmpdH/J2jyjVaLz50iBMTJyLNZoKHDnFZLvk7dhB/1zhkQUHZteQ9e8nb+CuNPv/cLbtptSJLSshYsJDMpUspSUvFp30Hwu4ai+9ll7k7tRqLePRR0OvJmDcfa24uCIHfFVcQ9eIUNdCiLpqS9R5TggDeofKdTRJbkem9Sh5zwaSU+UKIfsBo4E6gE7Ypc0eBJcCbpTkCFNh5iUpfHtt0uxRgL7AamC+lTKn0WS4mZJUfOmsfIURCTExMTEJCgrtTqfPy//qL9JkzKdj5L/qQEIKH3EjIbbd57M4Hd0udOo2U99+vcN3v8v8jbuZMl+SQu2EDx++5127M2KgRzX/6UX04r4eyvv2WE5MmO4w3eOJxwsaNc2FGVbPm5XGwV2/bG0c7Gk2bqiY61nG5v20i4b77kMXF5a4H33oLUS+84KasFMV9CvftI37MWCwZGWcu6vVEvfyyS4syWslYuJBTL75kN2aMiaH5z6td9p7lyIgRFP6z024s5r13a3WBO+Ghh8lZvbr8Rb2emHfeIbC//R6EtY01P5/i+Hj0ISEYIyOrfoKiidjYWBITExOllLEuXXhKUHvgPmxFnrOPnuUCc4BPnbST6bwJIRYDNwOHpJQt3JmLM6hPk8oFy1n3C8fuuJOcn9dQkpRE0b59JL32OgkPP0JdLGBqIfzee2j40otlfRz0QUGEjh1L7KeaHg2ulF+PHvj1tDOpTa+nwRNPqCKThyk6fISCnTuxFlT3Zkf1VNVbxBinSb9CTRXs2u2wyASQt3mLC7NRXE1KyamXX6pQZALIXLiIgn//dUNWrlFUYmH5X4n874e9fPHrYVJzXXP0WvF8JyZOKl9kArBYOPn885iTkt2TVA3kbd3mMGZOTCw3/t2ZzEnJDotMADk//+ySPJwhb8vWikUmAIuFpDffQFqtrk/KCXS+vni3aaOKTPXFlKzdTMm6H4gCugFXl/4exZSs+51ZZBJCPCqEmCqEcHiHVtga4l5a+uVeZ+XiTrV3j6fiVlJKkt54HUoqHinNXbeOvE2/43/lFW7IrOZK0tPJWbMGWVSM3+X/h1fz5pq+fsjw4YQMH461sBDh5eXyxttCp6PRxx+T9uWXZC1bjiU9He9OHQm7axx+3VR/GU9RuG8fJ597nsLSD8u6wEDCxo4l/N7z7R1YPT6dO+PdsWPZemczRkcT0KePU9atCZ1P5UMAdL51a0JLrrmQpQd+Z2Pibkx6I9c2uZgBTS/FqNO7OzW3KNyzB/OxeIfx7FU/4tOxowszspFSUvD331gyMvFu3x5jZANNX/9YWh4jZ2zlePqZ4vPbq/fz/oiLGNAxStO1lNqlYNduig4etB8sKSH7++8Iu+su1yZVQ1VN2tL5+romEVl5sUVaam8xprLenSUnTlK4ew8+HTu4MCNF0ZBtmpzjirVzBGBr9j1OCLFGSnnUzmPGAKcnGv3oqsRcSRWalAtSdOBgpW/wc9auqZWFpvS580h+802k2Vx2LWjwYKJefUXzs/funJQnTCbCx48nfPx4t+WgOFaSlkb86DHlxu5as7NJef99hMlE2NgxTlk39sMPOH7//RTtOXNjxdg4jkYff+yRvSe8O3bEGBeHOd7+96LAgQNdnJHzpBVkM3LVuxzJSiq7tjb+H5b/t5WpV9+HSe95//84m72dTNWJO0PBrt2cmDSJ4sOHbRcMBoJuHEzU888jNGoW/OhXf5crMgEUlVh5+Ku/ubRJKBEBqudIfVVhJ9M5StLTXZSJdgKvG0TWsmV2Y77dumGIiHBJHsaGDfFq04aiffvsxv1793ZJHk5R5SEEdUpBUappIfAMYALWCCFeAH7H1tS7EXAL8FjpY3cCFbvV1wHqjIxygar4oWOtfT+U8rZtI+nVV8sVmQCyVqwgbXqd/PeveKjMJUvKFZnOljZrZoW/o1oxRkXRbOlSGs+dQ8MpU2g0fTrNV63Cq2VLp6xXU0IIol56EWGnaBt2zz14tag7x90//Ov7ckWm034/sZevD2xyQ0bu592+PfrQUIdx/x5XujAbsGRmcvyuu84UmQBKSsj6+huS3nxLkzUOJuWwIz7Tbqy4xMqyv1RvyvrMu13bSntk1sZR7v5XXEHQsKEVrutDQoh85mmX5tLgiSfAzv++3p06ETio9t7YCOhzlcOYISrKY5veK4qnklIeBMYBxUBzYB62KXMpwA5gErYNP9uBwVLKOnn+XRWalAvi1bIlxljHPd0q+6HlqTIXLXIYy1iw0IWZKPVdwb+7HMYsKalO77Phe9llhNwyAv8rr/D4nl1+3bvTbPkyQu64A59LLyFgQH8aTZ9Og0cfcXdqmlp5+A/HsSOOY3WZzmQi/IH77cZ8L7sMvx52etE5Ueay5ViysuzHvvkGS875TCeuXHJO5e9Fk7Lr5HtV5TwZwsLsFmUATC2aE9DX845An4+oV14h9pOPCejXD9/u3Qm/bwJNVyzHu1Url+bhf+UVNP5yNn69eqLz88MQFUXYPfcQN3MmOo12LLqD3//9H/59+1YM6HRETnwCoa+fx7MVpSaklHOB9sAHwG4gDygCjmE7KncHcIWDY3V1Qv3ba69oQuh0NJg4kcRHH4VzmgT6XXmly9/ga6H4uOM7wSXJyViLitQYVMUlDKEhlQQN6AMDXJdMLWBq0oSGLr6z7Wr5JY4LCHnm+ltcCL3tNvRBQaTNmEHRnr226afDhhJ+//0uL5IWHTjgMCYLCiiOj8enffsardGygT8GnaDEwa7hdlGBNXp9pfZr+Mwz6Ly8yFjyNTI/H3Q6/Hv2pOFLL3rkEejzIYQgoG9fAuwVQ1zMt0sX4qZNc3camot9/z3S580na+k3lKSl492hPWFj78Kvezd3p6YotZaU8j/gEXfn4S618yeO4hECr70G/axZpE2fTuHOnehDQwkaMoTQ0aM8fheEPaamTew2QgYwREepIpPiMkFDhpK55Gu7sYC+fdEHqg+T9c1lkS3Zesp+IaNrQ+2ONhYfPUrGkiWYjydgatqU4JtvxhQbo9nrO0PQoEEEDRqEtFrd+rPHUFnTb51Ok14yDQK9GXxRDN/sqHhjJCbYh0GdVDPw+k4YjUQ+9RThDz5I8bFjGMIjNG9Ir9Q9wmgkbMxowsaMdncqiqLUEZoXmoQQjYHRQHcgGEjF1vxqkZTyyHm+Rj9gGiCllNqO/FI05deta52ZVBZ6221kf7+ywg4tgNCRd7ghI6W+8u1yMeEPPEDqxx+Xu25q3pyGzz7jpqwUd7rvokH8+dN/lJwz+SjI5Mud7bS5y5+9ahWJkybDWT3A0mfPJvajD/Hv2VOTNZzJ3Tc4gocNI236DLvTWP1798bYQJsP+68OsU1/WvF3YtnOps6Ngnl/xEV4G9URF8VG7+9f4x10iqJUT+7GjaTP/pKi//7DGBVF8IgRBA+50d1pKYpbCCm1a9oshHgCeBlbh/VzlQCfA5OllPlVvM5gYBm2QlO13zUJIRJiYmJiEhJUU0ylejKXLiPp1Vex5uXZLuj1hNx6K5HPPI0Qwr3JKfVO4f4DZH27Amt2Dr6XXUpA//61ug+EUjO/Je7h/R3fsiv1GALBFTFtmXjpUFqH1nzHkSU3l/969sKaX/HHsz40lJbrf9FsalpdlvXtt5x85tlyDfu92rQhbvoXGMLDNV0rKbuQ/adyaBDoRZuGapejoiiKO2Us+opTU6ZUuB4ycmS9vkkYGxtLYmJiopTScXNfpU7SrNAkhHgGeOn0lw4eJoF9wI2l3dgdvZYqNCluY83LI3fjRqyFhfh1746xYUN3p6QoilImozAXg05PgMlHs9fMXLqMk0877nMV++knBPSpnY2EXa0kNZXslSspyczEp2Mn/Hv3cvtuq/pmf3oiM3f9zJ9J/xHo5cvg5t24tU0vTHrVMUILltxc0qZOJWvFt1iys/G9pAthd9+j+vko9ZY1P5+DvXpjdTD0odkPK/Fq1szFWXkGVWiqvzT5iSuEaAu8WPplPvAM8BWQAXQAxgN3AXqgLbBJCHG1lHKnFusripZ0fn4E9u/v7jQURVHsCvH21/w1rTnZlcYtWZXHlTMM4eGEjhrl7jTqrT+T/uOunz6k0FK6qyw3jT1px/k1YTfT+t2PQaeOF9aEtbiY+DFjy/W0zPt9M3lbtxH78UcEXFX7pg4r7ietVgr37AVLCd7t2iGMRnenVC1527Y5LDIB5KxZi9fd9bPQpNRfWt3aeQDQAWbgWinl72fFdgAThBBfAF8DTYBwYJ0QopeUcrdGOSiKoiiKcgF8unRxHBQC34svclkuSt0iLRZyN/xK4b69GCIiCBwwAL2/9sXS017f9vWZItNZNp3Yy9r4f7i2SSV/15UqZf/wg/3BKRYLKe++qwpNGpFS8tt/qWzYn4LRoGNQxyg6xAS5Oy2nyFm/nqRXXsVcehJFHxFOg0ceJXjYUDdnVg0OJoGeiVfs/6oodZ1Whabe2I7FLTynyFRGSrlDCNEN+Am4CAgFfhZCXHG+TcLrq7zffyd79Wqk2Yx/j54EXN231o6oVeqP4qNHyd2wAfQGAvr2wRilpiEpiqfy6dgRvx49yNu4sUIscMAATE2auD4ppdYznzxJ/PjxFP93qOxa8utvEPP+e/j36KH5eqfyMvg39ZjD+M/H/laFphrK+/VXh7Gig/9RnJDo8ZMqPV2h2cL4OdvZeDC17Npn6w8xsnscr9zY0Y2Zaa9g124SHnyo3BAKS0oqJ595Bn1IcK05su3btSs6P78zPV7PEdC3dvw5FEVLWjUNaFT6+y+VPUhKmQJcBfxTeqkhsFoIoeau2iGtVhIff4L4sXeRuegrsr5ZSuIjj3DsjjsdfiNTFHeTUnJyyhQODRhI0muvk/TKK/x3dT9SPvq46icriuI2sR+8T/DNNyO8vADQ+foScscdRL3+mpszU2qrE5Mmlysyga0PYsLDj2DJzNR8PYusfNeARe0qqLkq+lwJgzqaWFOf/PJfuSLTafO2xPPtPyfckJHzpM+eXa7IdLa06TNcm0wN6P39iHjoQbuxoJuG4dWypYszUhT306rQdPogbaXT5ACklFnANcB/2HZBNQe+F0L4apRLnZG1bDnZK1dWuF7w11+kfvaZGzJSlKplzF9A5qKv4OxBAxYLqZ98QvbPPzt1bWmxUJKRUW7ik9PWKikh8+uvOTZ6DEduupmkN9/CfPKk09dV3Mual0fGokWcfO55kj/4gOJjjndP1DY6X1+iXn6Jlpt+o9mqH2j520YaPvO0mnSoXJCiw0fI/+MPuzGZn0/Wt99pvmaMfxitQhzvprkqrm7tBnGHgH5XO4x5d+qkBqho4Ks/jjuMLa4kVhsV7trlOLa7dnVXCR01ipgPP8DnkkvQBQXh1bo1kc8/R9TLL7s7NUVxC63OX6UAMUDr83mwlDJFCDEA+B1bv6ZLgG+EENdLKUs0yqnWy1q+3GEsc9lyGjzxhOuSUZTzlLFwocNY5sJFBPbrp/ma0mol7fMvSJ8/D0tKKrrAQIKHDiXikYfReXtrv57FQsIDD5K7fn3ZtcJdu8haupTGc+eoO1d1VNHhI8SPGUNJUlLZtbRpn9NwyguEDB/uxsy0pff3d2oPHU9jycwkb8sWEDr8rrgCvb+fu1OqE8wnK995YT7hnJ0ZT1x6I/et+YySc3Y3dY5oQv8mlzhlzfokoG9f/Hv1sh2NP4vw8SHyySfdlFXdkpJb5DiW4zhWG+nDw+DoUfuxsFDXJqOBwGuuIfCaa9ydhqJ4BK12NP0BCGCsEMLrfJ4gpTwEDAZOf8e8BlgghFB7bktZMjMqiWW6LhFFqQZzYqLDWHFiglPWTPrfa6S8/z6WFNtWc2t2NumzZ5P48CNOWS/np5/KFZlOs2RmkvTGm05ZU3G/k089Va7IBIDVyqkXX6I4wfHfe8VzpU6dxsHeV5H4yKMkPvww//XsSfqCBe5Oq07watYMdI7fZjqrIN8ztgOz+z9Cz5j2+Bm9ifIL4Z5O/Zl57cOYqjj25W5SSrJXrybhwQc5NnoMKR99TElqxSNU7iT0emI//ojI557Fu1MnTE2aEDRsKE2XLMa3y8XuTq9OaB8deEGx2ih46DDHsSG1qBm4oigVaPUTdxEwBGiMbWfSSCllZlVPklJuEULcDizGVvQaBvxa+nW9592pE0UH/7Mb8+nUycXZKLWNtaCA7FU/Uhx/DFNcYwIH9Efn4+P0dU1Nm1K0d6/dmFdT7Ue7mpOTyVi0yG4sd8MGCnbu1PzfS/aqVQ5jeZs2YcnORh9Yt94Mno/cDRvI+n4l1rw8fC+7jOBhQ+vM/w5Fhw9T8M8/9oMWC1krlhNx//2uTUqpkazvV5Ly/vvlrlnz80l66WVMjeLw73GlexKrI4xRUQRcew05q36sEDNERBA4cIDT1r60YUsubVi7dpZKKTkxeTLZZx0pzN+yhYxFi2w7ZZt5zmh0YTQSevvthN5+u7tTqZPu6dmcBxf+VeG6US8Ye2VTN2TkPEFDbiR/61ayVqwod93v8ssJu3u8m7JSFEULWhWavsF2DO5yYABwVAixEtgnpaz0YKqUcpkQYjQwG1uxqXvpr3ovdNQosr9fiSw6Z5usEITdc7d7knIxc1ISGQsXUvDPP+iDgwkeMgT/nj3dnZbHK/h3F8fvvRdLWlrZteR33qHR1Kn4dOzg1LVD77iDk08/bTcWcsdIzdcr2LEDShyfuM3bslXzQpO1uNhxUEqX9IjyJFJKTj7zLFlLl5Zdy123joy5c2k8by7G6Gg3ZqcNS3p6FXHHO1AVz5T+5ZeOY3PnqEKTBqJefgVpNpO7dl1Z3z5T8+bEvPuuS2581Ca569eXKzKdZklLI+l/rxE3/Qs3ZKW4w/Wdo8nIL+a9nw+QkW97PxET7MOLN7SnQ0yQm7PTlhCC6DdeJ3jECHJWr0aWlODfqxd+V16BEMLd6SmKUgOaFJqklFYhxE3AT0BHIBC4BUgGquyAJqWcL4TIBeYC/tiahNd73q1a0ejzz0l65RWKDh4EwBgdTcSjjxLQu7d7k3OBwj17ODZmLNasrLJrOat+JGTkSBo++4wbM/NssqSEhIceKldkAtub1YQHH6TFmp8RBucdHwgeOgRzQgJp06cjSwsyOl9fIh5/DP8rrtB8vao+rOh8tZ8z4H/FFeRtsD/i2attWwxhYZqv6cly168vV2Q6zXziBEmvv0Hshx+4ISttebVsifD2RhYW2o17d3BuAVfRXvHhw45jhxzH6pTsE/D3fMiMh7CWcNHt4Kfd9y+9vx+NPv6Y4qNHKdy3H0ODCHy7dNHs9euS7JU/OIzlbdpESUYGhpAQF2ZU/+Rt2UrW99+d2ZU7eDA6P/f0bLvz/5ow/NJG7EzIwqgXdI4NRqeru4UX3y4Xq6OXilLHaPZpU0p5SgjRDXgcGA/EAec9GkFKuUIIcTG2nU3afxqtpfy6daXZd99SdPgw0lyCV8sWiEp6HtQlJ6e8WK7IdFrGvHkEDhyofiA5kPvrRkocTD8rOXWK3F83EtDnKqfmEPHQg4TcMZK8Tb8jDHr8rrzSac2F/f7v/9CHhtrfcWI0Enit9k0Zg4YOJWPBQorPbWCp0xHx8EOar+fpsr9zPD0qZ906LLl5tb7Bsj4oiODhN5MxZ26FmDE21qnHgBTnMEZHl93EsRer8/b/CEtGQclZxdNf34bbF0OcthvLTU2aYGrSRNPXrGusBQWOg1I6LHIr2jj54otkLjxzDD9n1Y+kz/6SxnPnYIyMdEtO3kY9XZu6viG2OTmZzMVLKNy3F0N4OME33YxPh/Yuz0NRPF3pqaxZpV+OkVLOduJaXthaFQ0CLgYaAb5AFpAEbAK+B76X8pxpGG6iacVCSlkopXxVStkEaANUq2GFlPKQlLIHcC3wFbBHy/xqM69mzfBu3cqtRSZLbi7J777Hwav6sP/Syzh+7wTy/6p4hlwLxfHxFO7c6TCevXKlU9atC0qSkyqPJ51ySR6GkBCCrhtEYP/+Tp1gJUwmol56EYzGcwKCyEmTMEREaL6m3t+fxnPnEHTTMETpjiqfLl1o9PnnHrfbsHD/AdIXLCDru++w5OY5ZQ1LTq7jYEkJsiDfKeu6WuSkSYSOHl32/zmAb7duxM2ehc7rvOZg1HuypITsVatIfOxxEh59lKxvvy3b+ehqwbfe4jAWUkmsTijKgaXjyxeZAIqy4Ou7wGpxT171mF+3rg5jpsaNMTRs6MJs6pfcjRvLFZlOM8fHk/Ta627IyH0Kdu7k8HXXk/rxx+SuWUvmoq84etNNpM2e7e7UFKXeEkLcBcQDC4GRQHtsJ8gMQBjQDttGnxXAv0IIjzj777TzM1LKA0KI0UKIRsC3UkrHTVQqPvdn4Gdn5aZUn7WoiPgxYyn899+ya7nr15O7aRNx06bid/nl2q5X2Z09bA1bFfuqmuTj1aqVizJxnYCrr6bZsqVkLFhA0aHDGKOjCR5+M74XO2/XmyEiguhXXiHq5ZehpARxbqHLzaxFRZx44glyfl5Tdk3n50fUKy8TOEDb3Te+l1xC3saNdmOmpk3Rh4drup49JVYLG47v4mh2MnGBEVzVqCMGnbZDTIXBQOSTkwm//z6KjxxBHxqGKTZG0zXqMmtREcfvvZf8zVvKruWs+pGMhYuImzHdKcdcKxNy660UHThA5leLy/oHodMRdtdYAgcOdGkuLrfnWyjKth/LToDD66FFX5emVBtk5BWz4u9EknOKaBsVyLXtG2IyaHMDMGjIENLnzsN8vOJhgPAHH1T9apwoa/kKh7GcNWvqxK7c83XiqaexZlf83pD8xpsE9OmDKS7ODVlpw1pcTNY335C1ciWyoBC//+tOyB13uG3HmqJURQihA2YAo0sv5WM7/bUS2A+kA8FAB2AEcCu2otMaIcQQKaXj6UUu4Ow5r49g69n0C3C1k9dSnCj7++/LFZnKmM0kv/0OTZdqW2jyatYMfUR42bj6c/lWcuevvvO95BK8O3ei8J+KO8K8O3XC95JL3JCV83m1aEHD5593+bpCiIq7qTxA8tvvlCsyAVjz8kicNBmv1q01nWAUPGI4GfPnU5KSUiEWft8Ep39AOpR5knt+/oSE3DN9yaL9Q5l29f20DNH+CJQ+IEBN/rwAGfPmlysynVbw11+kzZhJxIMPuDQfIQRRU6YQeucocjdsQOh1+PfpWz+Kh/n2f7aeiadVHq+H1u5N4oEFf1FgPrPbKy7Ul3l3dSMurOZFUn1AAI3nziH5zbfI/vlnMJvxatmS8PsmaH5zQCnPYqewUqakBGt+/Sg0FezaTfGhQ/aDUpL1/fdE3Hefa5PSiCwu5vjd95C/5czPoMLdu8lctpzG8+bi1bRuTfNT6oz/cabItBEYIaU8tz9KBnAE+E4I8TG2IlQoMEsI0VZK6bZpNc4+h3X6X+23Tl5HcbLc9esdxgr37MGcnKzpesJoJHzCBLsxr5Ytau2brrzNm4kfN54D/3c5h6+/nrTZs5GVTEy7UI0+/hjf7uV7bPh2706jTz7WfC3F81gLCsj65hv7QbPZtoNDQ4aQEBrPnYNfr55QerzX2DiO6DffIOj66zVd61xWaeW+tVPLFZkATuSmc9/az7BYPeKYugJkfev4rcC5o61dyatZU8LGjCb0zjvrR5EJIKaKGw7Rqgfi2dLziisUmQDi0/N5+CvtWggYGzYk5t13aP3HNlpt2Uyz776tte93apPKen4a4+KccgTfE1lzcyqPZ1ce92RZ335brsh0miUtjZR333VDRtVTdPgwJyZP5sDlV3Cw91UkvfYaJWnqhsD5aDNrgn+bWRO6tZk14erS353Xz0NDQohLgImlX+4ArrFTZCpHSrkFuKv0y0hsx+ncxtk7mk6rfC604vlE5TVJodf2iApA6G23ofPyIvXzzzEfi0eYTAQOGECDyZNqZT+UrO++58SkSWVHNCwZGSS//gYFf/5J7EcfabqWISKCxrNnUXToEMXHjmGKi8OrRQtN11A8V0laWqXHS4vj4zVf09SkCXHTpmHJzMSan48hKsolRz1+P7GPY9n2C93Hc1LZdGIPPWPVRDhPUNmuAUtO7f0AUys1uRIadYPjWyvG2l4P4ZUfwa5vlv+VWKHIdNpf8ZnsP5VD64YBmq2n8/YGb2/NXq+2ytuyhcylS7GkpePdoQMht96C0Qm9qoKHDyd93vwK03oBwu+5p94cW/Ru1w7h44N00L7C55LaOzEye9WPDmM5637BWlTksZ8tCg8c4NjtI7Ge9XMy/cs55K7fQJOvFqEPDnZfch6szawJ7bH1i74D21T703LbzJowF/hk35jPdjszh9KjbzcAE7D1VQrDNixtGfA6tr7UCwGklOd+o3kW26YgKzBWSnleEyGklMuFEH8DFwFuPQLk7B1N6wAB3OTkdRQnC+jXz2HM5+KLnTbOPXjYMJr/+CMtN/9Oq21biX7jdQyhrp/AUVOypITkt9460wfkLDk/ryFv6zanrOvVvDkBffqoIlM9YwgPr3QkszOnP+mDgzFGR7vsjXlCTuV39I7nVHFESHGZyo7tqpH3bnDrImh7A4jSG0V6E1w0EoZMc29eHigpu/L396eqiCvVl/zue8SPHkP2t9+Rt2kTadOmcfj6Gyiw18ahhgxhYTSe8yW+3bqduRYVRcMXXyR42FDN1/NU+sBAQkfebjfm1bYtAX36uDgj7VQ6dMJiASecLtBK6kcflSsynVZ87BjpCxa4ISPP12bWhEeBf7EVeM7dweRfev3f0sc5RemUuCXYikrXADGAN9ASmATswjY8zd5zQ4HTRwI2Sin/qebyo4DGUkq31mCcXWh6EEgArhdCzBdCtHXyeoqTBPa/tsJRLADh40ODSRPtPEM7QggMISG2O3y1VOHu3ZRUcrwwd906F2aj1HU6b2+Cb7L/s0UYjQQPv9nFGTlPs+DKm3g2C1KTmjxF2F1jEfbuGBuNhN3t1t3d9ZNvKIyYC4/tgXHr4LF9cOMnYKr7vWiqq02U491Kep2gVWStOIlRaxTu2UPa559XuG7NyeHkCy84ZU2v5s1p/OVsWvy6gWarfqDFmp8JGTHcKWt5sohHHyXi4YfQh4QAtvcMgdddR9zMGU45veAqflc6HsLl06VLpTfn3C1n/QaHsdx1v7gwk9qhtHj0LrbNLpURwLtOLDZNBU5Xqhdj210UXvr7YiAacNRcti9w+h9ctVsQSSl3Sim1P75QTc4+OjcQ+AJ4CrgFuEUIkQ4cwNa4qqqZxlJKOcy5KSrnQxiNNJo2lYz5tjHp1pwcfC+9lLC7xlY55aw22XYknZ92n8JilfRp04AeLcNdszOjnmzLVlwn4vHHMCcnkXPWdnFdYCBRr7xcp5pedm3YirahsexNT6gQaxUSQ/eo1m7ISrHHu21bGn3xOclvvkXhrl0AeLVpQ4MnnnDqhEilCgENbb8UhwZ2jOLtnw6QmFnxSNGgjlFEBfm4Iau6K+v7lQ5jRXv2UnToEF7NmztlbWODBk553dpC6HSET5hA2F13YU5KQh8cjD5Au2Oh7hIyYjiZS5ZgTjjnvYLRSMRDD7knqfMkgIrnIU4H1eeHs5Uel3unmk97p82sCau1PEYnhOiObVcRwCdSyrOnnaQBI4QQSdg25djT8az/rjjdqZZwdqFpKuX/bQhsZxMrbo1RPJ7Oy4uwsWMIGzvG3alozmqVPLb4b5b/faLs2uzfj9KrVQSf33kJXoaa3cXx7tABQ2QkJUlJduMBfWvvdmTFM+lMJmLfe4+iBx8kf/t29AEB+Pfujc6n7n0g+qTvBB5cN43daWdu3rQLbcSHfepPb43awq9rV5p+vQTzqVNgtWKM1n4qoCfK/mk1GQsWUBwfj6lxY0JH3k7A1WoYb23hZdAz966uPLzob/5NzAJAJ2wFqNeHdazi2Up1WfPyahRXak6YTJgaNXJ3GprRBwfTeP48Uj74kOxVq5CFhfh27Ur4/ffh19WzJ1n79+1Lzo/2e0ypnyMV3E/VO5nOJYD7Sp+rlbGlr5vJmYbe55oIjADsVbfPvnbK0SJCCAO243iVyZdSumUyjpB2esZo9uJC1PQPJaWU1f6EL4RIiImJiUk4t2qtKA4s2hbPk0vtn/t/vF8rHuxb811b2T/8QOITE+GcKVgB/fsT+/57NX59RanvdiQdIj4nhbiACLpEOudut6JUV8qnn5L6YcWBDxGPPkr4PXe7ISOlJnYlZpGcU0iryABiQ3zdnU6dlLVyJScef8JuTB8URItfN3hs42aldpBWK0Ln7A4y2ig6fJhjt96GJSur3HVTi+Y0WbjQ43ecxcbGkpiYmCiljHXmOqXT5E5SsSfT+cgFovaN+Sy3Ok8SQowGZpV+OUZKObv0egK2nkxfSSlvqeT5n1M6Ge7sZuBnXwc6SCnt7rYSQozDdnqsMpdJKbdX+YdxAmfvaKo75zOUOm3x9uMOY0v+TNCk0BQ4cCD68HDSZ86icPdu9OHhBA8dSshtt9b4tRVFgS6RzWtlgclaWEjx4cPog4IwxsS4Ox1FQ+bkZFI/m2o3lvrJJwTffFOtHHBRn3WICQKC3J1GnRZ4zTWktW5N0f79FWJh48epIpNSY7WlyATg1awZTZYsJm3GTHI3/orOaCKgf3/Cxoz2+CKTi7XnwopMlD6vHVDj6UxCCBO2IhNAxW9i5e1xcP3sSTdRgFOn4zmLUwtNUspjznx9RdFKaq7jdmFpuUWarePXtavHb9FVFMU1pJSkfvYZ6V/OwVp6p9K3a1cavjilTvXRqs9yN2wAs9luTBYXk7vhV4KH3OjapBTFwwmjkbjZs0h+/Q3bMafiYozR0YTeNZbQ2+1PRVOUuswUF0fUi1PcnYanq2nVTauqXfhZ/51fxWMd7aA6uwDVHFhj70FSyunA9HOvn7PTym1cWs4VQsQIISq09RdC6IQQD6qpdIq7dIx1fHfSdvdSURRFW2nTppH64UdlRSaA/G3biB89BktutXZvV6o4IZHM5cvJ/vlnrIVqDLtLWatoT2B1S9sERfF4hpAQot94nVZbt9Dyt400X/OzKjIpilKZHDc//7Szi0tV7bByNO5wLWf6XNsfI10LuKTQJIS4RAjxCxAP9LTzkFjgA2CXEGKNEEKNCVJcanyPZhh0FXvHCQH39qp9R3EURfFs1qIi0mfNthsrSUoia9nyGq8hS0o4+dxzHLrmGk4++RSJDz7EwV69yf7xpxq/tnJ+/Hv2AEcjwY1G/Ho4Hrmt2OSsWUP83XdzePCNJE6cRMG/9vspKq5RnJBA0eEjOLPH69l0Pj4YwsNr1VEnRVHcYjeOdwhVJRfHx9iqRUqZCaSUftmqiofbjUspTwCrS7+8SgjRRovcXM3p37WFEDcCv3OmwGSviNTs9MOBq4BtQojLnZ2bopx2UaNgPht5CbEhZyZyNQjw4u2bOnNVm/o96lZRFO0VHz1WobHn2Qp21nyabeqnn5G55Otyu2asWVkkTpxI0cGDNX59pWrGqChCR4+yGwsbO7bej1KvSvLbb5PwwIPk/bqRov37yf7uO47eepsqlrpB/p9/cmToMA5d3Y/DAwdy6Nr+ZDuYhKUoiuJqpY28517g0+dUtxF4FdaV/t5PCGG3qZwQQgdcV8lrvABYAT2wWAhRnbHRxmo81mmc2qNJCBELzOHMH/Z34G87D90BDAVuL/09AFgihGhfWhVUFKfr1y6Svm0asPtENhYp6RAdiEGv7qApiqI9fXCwbcukg10B+pDgGr2+LCkhY+FC+0GzmYyFi2j4/HM1WsNTlGRkUHz0KMaGDTFGRbk7nQoiJ07Eq1kzMuYvoPj4cUyNGxNy++2qN1MVig4fIW3GzIqBkhJOvfoKAX37IIwe8V66zis6dIj4ceORBQVl18zx8SQ++hg6Pz/8e/RwY3aKoihlPgHuxbZ55XxJ4FON85gKjABCgJeBSXYe8yQQ5zApKbcKIV4DngE6Ar8KIe6QUu5z9JzSRuR3AW/UIHfNOHvq3EPYziZK4BEpZcX5voCUMhtYDiwXQtwBfAk0BO4HXnVyjnVe/l9/kbV0KSWpaXi3a0fw8OEYI9VdVHt0OlFpvyalvKLDhylJSsLUrLn6O6Uo1WCMbIDf5ZeTt2mT3XjwjTfW6PUtmZlYMjIcxouPHqnR63sCa0EBp155hexvv0OazSAE/r16EfXKyxjCw6t+ARcKHjaM4GHD3J1GrZKz+ieHhVhLSir5f/6JX/fuLs6qfkqf/WW5IlMZKUmdNk0VmhRF8Qj7xny2u82sCY8D71bjaY/vG/OZplPdpJTrhRBfYSs2TRRCNMTWJugI0AiYANxzHi/1HOANPA5cCvwthPgWWILtqN9JIBBbw/D+wK2cmXgHtg0/VU2+cxpnb9foj63I9K2jItO5pJRzgZXYKpE3Oi+1+iF16jSO3XobmUu+JveXX0j95BMOX3+96nGg1Ig5MZGjI0dyeOAg4seM5b++fTkxeTJWe29EFUWxq+GLL2KMialwPeKxx/Bu165Gr60PDEQXGOgwboyJrdHre4KTzzxD1jdLbUUmACnJXb+e+Lvvdln/GMV5ZLH9aX1n4o6nxSraKvj7L8exv/52XSK1iJSSjK8Wc2ToMA5cfgXHRo0m55dfNF3DWlhI/p9/UrhHk9YyilIn7Bvz2XvAY5xppu2IBB4rfbwzjOXMEbo7gO1AGrbTXfcAh4EfSuMldhO0eQLbEbt9gBdwM7AY2FX6ekewTaV7AluRSQI/AldKKUdJKbVqcl5tzi40nZ7P/EOlj6ro9KHvqhpoKZUoOnyYlPffr3Ddmp3NyWeedX1CSp0gzWbix95FwfY/z1wsKSFrxbecfP4FzdcrTkggbdZs0qZPV31llDrFFBtDs+++peGLLxI0ZAiho0fTdMVywu8eX+PXFiYTwTc5GFSi0xF8y4gar+FOxcePk73Kfn+Yoj17yfvN/k4xpfaorFG6ztcXny6XuDCb+k0X5Hint76SWH126vkXOPXCCxTu2YMlPZ38rVtJmHAf6QsWaPL6aTNmcrBXb47dPtLWO2vgIPK2bdPktT2NtFrJ3bCBtNmzyVm7Flli9zO5opQpLR51xHYk7tzeS7ml1zs6sciElDIf6IftKNsGIAMoBg5gO7F1MXCi9OGV3qmXUq4E2pW+3sfYilYZ2ApU2cAh4DtsxaaWUsoBUkq3vxFy9tG506rbXCu19Hd1+L4Gsr77zmGs6MABCvfvx7u1GvCnVE/O2rUUHztmN5b9ww80eOxRzfqkJL/7HmnTp5c1M05++x2Chg0l6uWXa/0EGmm1krt+A4V79mAIDyNw4ED0lexAUeomna8vISOGEzJiuOavHfHIw5iPHyfn55/Lrglvbxo++ww+7dtrvp4rFe7e7fBYFUDhrn/xVxPdajXfiy/Gv29fcteurRALu/de9P6OpkIrWgsaPLj8zaWzYzU85lsXFR44QOaSJXZjKe+9T/CQIeh8qtPXt7yMrxaT/NZb5a4VHz7M8Xsn0GzZUkyNG1/wa3ua4mPHOH7PvRQfPVp2zRAdRaPPPlOfYZRKlR6Hu7/NrAmTsRVpAoAcYI9Wjb+llLOB2ZXErcDM0l8VCCFOV+qTz2MtiW3n0prq5ukuzi40HQPaAl0AB11J7epQ+nuS5hnVI9acyv8NWXPctpNOqcUK9+x1HLRYKNy/X5NCU/aPP5L2+ecVrmd9sxTv1q0JvfPOGq9hjzUvj6yVKzHHx2Ns3JiggQPR+Wn7gcaclMTxcePL7dBKevMtYt5+m4A+V2m6llJ/6UwmYj/6kMJ9+8jfuhWdnx8BV19ta0Rey+lDQ6uIh7koE8WZYt97l9TPvyBzyRJKkpPxatGC0LFjVSN1FwseOpS8jb+Rs3p1uevenToRft99bsrKc+Wuc3xEzpqTQ/62bfj36nVBry2lJG3GDPux/HwyFiwg8qmnLui1PY2UkoQHHihXZAIoOXGS4xMm0GL1aoTBVXsmqi9vyxbS583DfOwYxrjGhN5+G36Xq6HqrlZaVHLpdj8hxKNAa2C7lHK6g8cIbH2XACr5cFV7Oftf52ZsFcS7hBBvSSmrrNYJIYKBcdjOF/7m3PTqNt9LLyFj3jy7MZ2fH95t27o4I6UuMERE1Ch+vjIWfVVpzBmFpoJ//uH4Pfdiycwsu5byzrs0mjYVn86dNVvn5FNPVTgGKPPzSXz0UVqsXeNxjYyV2s27TRu827Rxdxqa8r3sMoyN4zAfi68QE76+BA7o74asFK0Jk4mIB+4n4oH7kVJie19eeyXmprHy8HZyzQVc1rAVV0a3rRV/JqHXE/PB++T99hvZP/6INJvx79mLwGv6IUwmd6dXr1hzczHHV/y+d1rh7rrTryn/jz8oOvif3VjJiZPkrl9PwNVXuzir85M+bz5Jr7xS9nXRwf/IXbuWyKeeJHTUKDdmprhIALY+TOOEEGuklEftPGYMZ9oM2e8FUMs5++zJF6W/BwGrhRAtK3uwEKIxsAqILL1kd5uZcn4Crr4aLwfbSkNHj9Z8l4ZSPwReNwjh7W035tW2rWZHcswnTziOnXAcu1DSbCbhoYfLFZnANr0r4aGHNesJUBwfT97vm+3nUFRE1ooVmqzj6UpSU0n+4AOODB/B0ZEjSZ87D2thobvTUmoJIQQxb79TYXeWMJmIefMNdQy1DqoNBZnKfLl7Lf2+fo53/1zO5zt/Yvzqj7jth7fJKa4dQzSEEPj36EH0q68S8+abBF03SBWZHPCvZGeyLiAA365dL/i1dd7e6Hx9Hcb1YXVnN6f5eEKl8eKEyuPuYsnMJPntt+3Gkt95l5JKJsIqdcZCbP2Y9MAaIcTtQoimQohwIcTFQog3gGmlj90J2N31VNs5dUeTlHKbEGIWtopdR2C3EGINsBHbsboCwAfbmL/LgWux9WWSwBIppbbjGTxU7sbfyFq+HEtmJj6dOxN8ywiMDWo+Kl4YDMTNmknS/14j56efkGYz+ohwwkaNIvSuuzTIXKmPDCEhxLz9FomPP4EsKjpzvWFDYt5+q5JnVo9Xs+Z2dyvYYs00W+e03F9/pSTJ/mndkqQkcn/dqMmxNvPJUzWK1wXmxESO3j6SklNn/qwF2/8ke9Uq4mbOQOegkOkK+Tv+InvlSqx5efh27UrgoIHovLzclo/imE/HDjRf/RNZy1dQ9N9/GKOjCRoyBGNkzX9+1iV527aR9c03lKSm4d2+PSG33qJZHz3l/OxMOcpr276ucP2v5MO8se1rXrnyDjdkpTiLd6tWBI8YQeZXFXdmN3js0Rr1ZxJGI4GDbyBz4SK78eCbhl3wa3saU9OmlcebNHFNItWUu2ED0sGNM1lcTO66XwgeNtTFWSmuJKU8KIQYh62A1Bywf8TI1tT7ZillkYN4reaKg60TsO1QGli63rWlv+w5fbtqFVAv9hWeevV/ZMydW/Z13qZNZCxYQNzsWZocdTCEhhLz9ltYpryANTsbQ0QEwqh6rNcFhQcOUHz0KKbGjV3eEDHg6qtpsW4tWSu+pSQpCa/WrQkcOEDTAkHonXeQu3693Ya/oaO1//ZQklz5yd6SZG1axpmaNgGDARzskPJq0UKTdSooyoF/v4aMoxDeEtoPBZPju6LOlPzBB+WKTKcV7NhB5tffEDrydjdkVfH7cdby5aTNnEHjL7/EUIfuEtcl+sBAQu9UH9IdSfnoY1I/+aTs67L3GNO/wOeii9yXWD2z5IDjThDfH/6DZ7qPwMeg7e4gWVJCSXo6+sBAtxbv66uGU17Au307Mr9ajDkpCa+WLQgdNYqA3r1r/NoNHn+coj17Kfjnn3LXw8bdhX+PHjV+/fOVu2EDaTNm2oaaREQQfNMwQkeN0qxvkm+Xi/Fu3942/OEcpsaN8e/ZU5N1tCbN5irixS7KRHEnKeVcIcRm4AHgaqAJtlrIKWw9meYDi6WUdfYvhJCVTG3RdCEhbgMexzbKz5H9wDuOmmZVY62EmJiYmAQP3VJ5Wv6OHRy7zf4HKp+LL6bJQm1GoCp1S0lKComPP0H+WWNsfS65hJh338EYGVnJM2ufjMWLSX7r7bLG9cLbm/B77yH83ns1X6uyf48AjRcswLdLZd++zl/ipElkf1txKqQ+LIwWq3/S/lhr/BZYMAIKM89c82sAI7+GKO16T50PKSX7L7q43G64s/lceglNHPSWc6bcjRs5Pv5uu7HAG64n5s03XZyRotRM4YEDHLlhsN2YV8uWNPvuWxdnVH/d8/MnbEjY5TC+fvj/aOgXoslaUkrSvphO+tw5WFJSET4+BN1wAw0mTlST+uoQabGQu2EDeb9vRufrS+CggS696Zj5zVJOPvNMhesB/a4m9qOPNFvHfPIkCQ88WK7YZGrRnEYff+yxO5rMJ07wX79rwGKpGNTpaL76J0yxsa5PzE1iY2NJTExMlFLWnz+0ArhmRxMAUsoFwAIhRDTQDdsup1AgH9t0ue1SyoOVvESdk/399w5jBX/9hTkxEWNMjAszUmqDhAcerHAXq+DPPzk+YQLNli51U1bOETJ8OEHXXUfe5s3IEgt+3buhDwqq+okXwLdLF3wuuoiCv/+uEPO56CLNikwAUVOmIIvN5Pz0U9mOLVOzZsS8+472RaaSIvhqZPkiE0BeMiy+Ex78C3TObtd3FqsVWez45o0sdM/u4axlyxzGcn78CetLL6ldAUqtkv39SoexooMHKdy/X40Hd5FWITEOC01h3gGE+WjXUyzlnXdIm35mKpksKCDzq68oOvQfjefOrfW9rhQbodcT0KcPAX36uHxtWVxM8rvv2o3l/LyG/O3b8b30Urvx6jJGRdH0m6/J37GD4iNHMcbG4tv1Mo/+e2yMjibkttvK7ZA+LeSWEfWqyKTUby6fCSmlPAE4fkdfj1jz8iqNW/LyqO2H3KxWyY74DHIKS+jcKJhQP9U4sibyd/xVoch0WtGeveRt3YZftwtvMumJdL6+BPTt65K1Yj/5mBOTJpO3aVPZNb8rriD6zTc0XUfn60vs++9RfPw4hXv3YgiP0LSQVc6+7yEvxX4s4ygcWQ/NXfdGVej1+P1fd4cN0f2uvMJluZzt3CbwZ5PFxVjz81Wh6SxZ331P+uzZFB08iCGqISHDRxA6ehRCr3d3akqpqt5jWHNzNV9TWixkLFhI5tdfU5KSgnebNoSOGYN/jys1X6s2uaVND+bvXU9+ScVC+h3trsKo0+bfTUlGBulz7e8ILdj+J/mbN6vx6kqNFfz7L5a0NIfxnHW/aFZoOs23Sxd8u3TR9DWdKfLppzDFxZExfz7Fx45hjGtE6G23EeKEicmK4qlcXmhSzvDt2pWsFfa3rusjwvGqogmep9t2JJ0nlvxDfHo+ACaDjju6N+aZgW3R6bS/E/Fb4h6+P/wHeeZCujZsxZAW3fE3XXjDRU9UdLDyTX9FBw/WuUKTKxnCwoibMZ2iI0cwHz+OsVEjp/47NDVqhKlRI6e9PgA5VTQXzz7p3PXtCH/gQfK3/1lhZ5OhQQNCb3dPfybvzp0dFr+McXHoQ7Q51lIXpE2fTvLb75R9bT4WT/Jbb1G4bx8xb6kjhp7C97LLyJg/325MFxCAd9u2mq95YtJkslee2UmV9/vv5G3eTNSrrxI8dIjm69UWMf5hTO13H09vnENCru0DupfeyO1te3F3J0dtS6uv4J9/HB5LBltjeFVogpL0dNJnf0nOurUABFx1FaGjR6tefOdLVL4LWuhduEvaQwkhCL1jJKF3jHR3KoriNi4rNAkh9MDg0l9dgSjAG8gEEoAt2CbNbXBVTu4WOGgQaTNmUnz4cIVY+D331uqm3ScyCxgzaxt5xWfOJxeXWJnx2xECvA08cnUrTdd7btM8lhw4swvl52N/M2fPOuYOeEyzvgeewBjVsEZx5fx4NW1a6wu9ZSLb1yzuBL5dLiZu9mxSP/6IvM1bEAYDAddeS8Qjj2CIiHB5PgAht9xCxoKFWLOyKsTC7x7v0dv0XcmSm0vKp5/ZjWV/9x1hY8c4pYChVF/A1X3xbteOwj17KsTC7hpb6Yj0C1Hw99/likxlpCT5nXcIum4QwuT+Xc1JeZmsOLSV9MIcOoY3pl/jizHpnf92uGvDVqy+6SX+Tj5CrrmAThFNCfbS9qi03t+/RvH6oCQtjaO33Ir5+PGya2n/HSL7h1U0WbTQbT+DahOfTh0xREY6nNQbcPXVLs5IURRP5JKSsxDiGuAgsAQYCbQCAgET0ABbg/AJwDohxO9CiOauyMvddN7eNP5yNoGDBpUVlYyNGtHw5ZfcNnVJKwu3xZcrMp3ty9+PUlxi1WytX47/W67IdNrxnFRetzNOuDbzu+IKjA7OdhsiIz12AofiRk17QcNO9mNNekD0RS5N5zTfLhcTN3MmbXb9S+ud/xDz9luYYt3Xk84YGUnjWTPx6XymObo+IpzI554l+Kab3JaXp8nf9gcyP99hPHdDvblX5PGEwUDczBkEDRmC8PICwBAVReTTTztloELO2nUOY5a0NIfHvl1p6cHN9F3yDO/+uZzZu9fy+IaZXL/8ZU7mprtkfZ3Q0SWyOT1jO2heZALw6dIFY3S0g8V1BA4cqPmatU3a9BnlikynmRMTSZteo1lE9YYwGIh8cjLYOSodNHhwuZ+jiqLUX06/hSOEuAOYia2odfqWcBGQiK0RuD8QA2XtiLoD24UQvaWU7n9X4mSGiAhi3nkba34+1vx89GFhdeLO+d6TOQ5jGflmkrILaRSqzd3Ub//b6jC25tjf5JkL8TPWjd4qQq8n9uOPOD7+bkpSzvTd0YeFEfvxx7V6F5ziJELAbYth6Xg4uvHM9ZbXwJBp7surlCf19PFu144mXy2iOCEBa14eXs2aqX9T5xCGKv7/8qD/PxXQBwcT/dr/aPj8c1hzc23vMZzV/N/D37scz0nhuU3zsMjyN7qOZSfzzKZ5zLz2ITdlph2h0xH1v1c5PuE+ZEFBuViDiRMdF6HqkZzVqx3Gslf/TORTT7kwm9orcMAADA0akDZrFoV79mAIjyD4pmHqxoyiKGWcWmgSQjQGpgKn33kuAD7CNmHOctbjjMCVwESgPxAEfCeEaCulrLybZR2h8/XVfBu7OzUM8nIYMxl0hGjYFDy72PHd9RJppaCkuM4UmgC827Sh+ZqfyVm9muKjxzDFNSLg2mtVo2LFscAoGP09pOyHjGMQ1tz2S7FLTYRxzLdrV/RBQVjsHDFECAL79XN9UnWEtFiwZGSgCwhA5+X4Z+iF0Pn4oPNxbs/CgL59SPv8c7sxfXg4Phdd5NT1q7Lsvy0VikynbT6xj8TcNGL8a3+PHr/u3Wn27QoyFi2iaP8BDJENCLn5Zrf/7+8ppLWSHfUlJa5LpA7wveQSfC+5xN1paMZ84gSZS5dhPnECr+bNCBoyBENoqLvTUpRay9k7mh4CfAAJ3Cul/MLeg6SUZuAX4BchxHPAi9h2OT0M/M/JOSpOcMtlcczfGn96cns513eKxt9Lu796l0a2YNOJvXZjTQIbEOYdoNlankLn5UXQ9de7Ow2ltolobfulKBdI5+1Ngyef5OTTT3PuN/jQMWMwNWninsQ0IC0WCv7+G2k243PRRS4r3kspSZ85i/Qvv6QkORnh60vQDdfT4ImJ6P21P17lLD6dOxN4w/Vkf/td+YAQRE58wu27A1Pysx3GJJLUguw6UWgC26CJyIkT3Z2GR/Lv1ZPMRV/Zj/Xu7dpkFI+R/fPPnHjscaTZXHYtdeo0Gk2b5rypwIpSxzm7R9NAbEWm7xwVmc4lpXwZWI/tmN3NzktNcaYOMUFMub49+nOmy13UKJjnr2+n6VrDW19JuE+g3dh9Fw2sE0cRFUVRPEXwkBuJ+3I2Af2uxtS4Mb7duxPz3rtETqq9H2yzf/6Z//r05djtI4kfPYaDvXqTPmeOS9ZOef8Dkt96i5LkZABkfj6Zi77i+D33IO3drfFg0a+/TsMXnse7XTv0EeH49exh6xM1eLC7U6NtqOOdit56I00DI12YjeIuYePGo7czXU4fEkLY3ePdkJHibpacHE5MfrJckQnAmpND4hOPIy32e84qilI54cw3MUKIPGyT5e6SUs6uxvPGA9OAXCml/QpC5c9PiImJiUlISKjuUxWNncgs4Nt/TpBTaOayJqH0ahXhlMLP4axTvLplMb+f2IdEEusfxv0XDWJIy//TfC1FURSl7ij4dxdHb73V7rGZ6LffJui6QU5b25KdzcGevZCFhXbjjaZPx//KK5y2fn2SW1zAgKVTSCmouLNpZNvePNt9hBuyUtyhOD6e1E8/I2fdOpCSgD5XEX7ffZgaN3Z3aoobZCxZwqnnnncYj5s5A7/LL3dhRnVLbGwsiYmJiVJK1ZegnnH20bl8bIUmc1UPPMfpvkzqsHQtFx3sw729nN8LpllQQ2Zc+xBpBdkUlBQT7R+KTrhkqKKiKIpSi6V/+aXD3izpM2c6tdBU8M9Oh0UmgPytW1WhSSP+Jh9mXvswk3+dzZ5029Qxo87ATa0uZ3JX1cDYU2QU5iKRhDqx7YEpLo7o119z2usrtYslI7PSeEl6hmsSUZQ6xtmFpq3AAKAfML8az+tW+vvfWiek1G1hDo7QOYO0WMhYuIjMb76hJCUF7zZtCB0zGv8r1IcCRVGU2qJo/z6HscJ9jmNa0PlV3oOpqrhSPS1Dolk6+Gn2pyeQXphL69AYpxY0lPO3M+Uob/6xlO1JBwHoFN6Exy8dQreoVm7OTKnrfDp1dBwUAp+OHVyXjKLUIc7e8vFO6e+3CyGuOZ8nCCE6Andh6+30sbMSU5SaOjFpMkmvvELR3r1YUlPJ++03jo8bT9aKFe5OTVEURTlPhogIx7EGDZy6ts9FnTE6mnKo0xE4aKBT16+vWofG8n/RbVSRyUP8l3mS0T++X1ZkAtiZepRxqz9iZ8pR9yWm1At+3bvj3bmT3VhA/2vVkUpFuUBOLTRJKX8BngP0wHIhxEQhhMPbc0KIEdimz/kAH0kplzozP0W5UPl//UX2ypUVA1KS9NbbFRoKKoqiKJ4p+CbHx6Yqi2lB6HREvfIKwsenQizi0UcwNWrk1PUVxRPM+Pdn8kuKKlw3W0uYtvNHN2Sk1DeNpk4l4JprQK8HQJhMBN98M9GvqSOWimNCiNFCCFn6a7TGry3P+dWt6meVPfeGc547RcvczpcmR+eEEDuqeEgxtl5NrwMvCCH+AI5wpodTDHAJEIZt2lwy4CuEmCalvEeLHBVFS7nrfnEYs6SmUvD33/hedpkLM1IURYFii5nUghxCvf3xNpjcnU6tEDhwIPk7/iJj3rxy1/179XLJFCq/7t1o9u0KMhYspGj/fgwNGhA8/GZ8u3Rx+tqK4gn+OHXAYWzryf0uzESprwwhIcR++AElKSmYk5IxxcagDw52d1qKcrZbsLUlOh+3OTOR86VVj6aLsB11q8zpuC/Qs/SXo8dFYDs+B6AKTYqiKMp5KUlJASo/DuVKBX//Tda332LJysbnki4E3TAYvb/2fXfMVgsf7viOr/b/SnZxAb4GL4a0/D+euHQIPqrgVKWGzz5D8M03k/PTj0izGf+ePV16s8DUqBGRkye5bD1F8SR+Rm+HMX9jxd1+iuIshogIj3n/oCjnGC6EeFxKaa3sQUIIf+B6F+VUKS2bgVdnZr328+0VxYX8+1xF2hdf2I3pw8Px6dzZxRlpr/jYMdKmTydv0+8Ik4mAAf0JGzMGfaDrGq6fL2m1InRqymB9lrdtG8lvv0Phzp0AeHfqROTEJ9y6szD5nXfLfZ/IXrmS9OkziJszB1NsjKZrPb9pPsv+21z2dX5JEfP3richJ5Vp/e7XdC1nyNuyhbQZMyncvRtDWBhBw4YSOnIkwuDsmSVneLduhXdr1XhYUezJNRey+uhfpBVk0z48jv+LaoMQ2rydv755V/ZvX+YgpnaHK/VH3pYtpH85h6LDhzBGRRNyywgC+/d3d1qKe+0EOgHRQA9gQxWPvxHbxp5TQEOnZlYFTd7BSSnVJ7xaSkrJ8ZxUvPRGIv2C3Z1OreF78cUEDhpUsU+TEDR44nGEqXbvICg6eJCjI+/AmpVVdi3ts6nkrl1H4wXz0fv7uzG7M/L/+IOUjz8hf9s2hJcXgf37E/HoIxgjI92dWp1mPnWKvC1b0Hl749+jh9snYxXs2s3xceORxcVl1wp37iR+3HgaL5iPT/v2Ls8pf8cOu8Vo84kTJL38Mo2mTdVsrYScVFYc2mI3tiFhF/+mHqNjuOc2M81auZITEyeB1XaTzpKeTvLrb5C/fTuNPlYzQRTF3TYc38XjG2aQay4su9YxvDFTr75Pk2m/I9v2Zv3xXeWagQO0C2vE3Z3Uh2ylfshYvJhTL0wBaTsEZD4WT/6WLRSO30ODxx9zb3KKO/0GhACNgBFUXWg6fWxuIfCoE/OqkutuFSoeZ+XhP/hgx3fE59iOmnRp0Jynu91MBw/+QOJJot98A5+LLybz668pSUnBu00bQseOwf+KK9ydWo2lfPhhuSLTaUUHDpD51WLC7hrrhqzKy9uylfjx46G08bosLCRr+XLy//iDJl8vwRAS4uYM6x5ptZL06v/IWLQILBYAdP7+RD7zDMFDbnRbXmlffFGuyHSaLCoibfp0Yt97z+U5ZS1b7jCWu3EjJenpGEJDNVnrz6RDWKXj0+vbTx302EKTtFhIfuvtsiLT2XLXrCVv6zb8unV1Q2aKogCkFmTz8C+fU2gpP+Tk39RjPLNpHlOvvq/Ga3gbTMy89iF+OLKdn4/9jUVauapRRwY376Z6zSn1gjU/3/az0M7P8rQZMwgeMRyTowmlSqX2tmnrD7QHAoAcYHfbfXtzXbG2EEIH3ABMKM0hDDgOLMPWu/pabAUhpJSOtohKYBEwEbhJCPGglNLiYL1woF/pcxbg5kKT2olUT6099g9PbJhVVmQC2JF8iDE/fUBCTpobM6s9hF5P6MjbabZ8Ga02/UbcjOl1osgkrVZyflnvMJ6zZo3rkqlEyocflhWZzmZOTCTzq8VuyKjuS581i4z588uKTADW3FxOPvMMBaVH1twh/88/Hce2b3dhJmdY7BRqy1itWHNyNFvLv5L+JgABJs/tcVK4Zw8lp045jOeuW+vCbBRFOdfy/7ZUKDKdtuH4Lk7kpmuyjklv4MYW3fmk771Mvfo+RrTuoYpM1ZRTXMDBjBPkFBe4OxWlmvI2b3b8vsBqJednz3jvXZvsbdO2/d42bT8FTgJbgJ9Lfz+5t03bT/e2aevU7e5CCC9gCbai0jXYhp95Ay2BScAuoM15vtzC0t8jgL6VPG4Eto1EvwNHq520xlShqZ76bOcqpJ3+7TnFBczd63iimlIPSGn3jkoZOzsPXM1aUEDBDsfDLvN++82F2dQf6fPm2w9YrWTMX+DaZM6ir+Tont4/wIWZnOFz8cUOY4aICIwx2vVo6hHbjhAv+8dZvfVG+jW+SLO1FEWpXxJzHd98lEhO5WW4MBvFnoKSYp7fNJ8rF03m+uUvc+WiyTz721zyzUXuTk05T7LE7gaVMywlrkmkjtjbpu2jwL/YdhKd+wbJv/T6v6WPc5apwNDS/14MdAXCS39fjK3n0vPn80JSyr+AfaVf3lLJQ08fm3Pwht21VKGpHiq2lLAr9ZjD+F9Jh1yYjeJphF6Pf48eDuP+ffq4MBsH9HqopEmw8PJyYTI2Ww6ncdsXW2j+9A90nPITzy3fRXpexeNctZW1oICSkycdxouOHnFhNuUF3uB4uEbg9de5MJMzgocNxeCgV1jY+HGaNrk26Y38r8edmPTlX1MvdEy5/DaCvNzbQ6sy3u3aYYiKchj371vZjTtFUZytWZDjXrIGoSMuUE3ocrcnNsxk8YHfKCrdeVZkMfP1wd95dP10N2emnC+/7t0Q3pVMX+zd23XJ1HKlxaN3qXr4mADedUaxSQjRHRhV+uUnUsoRUso/pJRppb+PAD46jxzPdnpX0xAhRIXtnkKIxsD/AWZshSy3U4Wmesio0+NrcPxBPNDL14XZKOerOD6eUy+9zOHrb+DorbeRPn++3b40Woh45GG7DZ5NTZsScmtlhXTX0JlMBFzV22E8oP+1LssFYMOBFEZO38rvh9KwWCU5hSXM3XKM4dM2k1tUN+5CCW9v9BHhDuOmGPf1DggbMwafiy6qcN3n4osJGzPG9QkB+sBAGn85G9//6w6lk5n04eE0eHIyoXfeqfl6VzXqyHc3PseY9lfTK7YDI9v2Ztngp7mxRXfN19KS0OuJnDQR7EyNDLjmGvy6qv5MSt1WdPgIp/73P+LvGsfJ556j4N9d7k6pnMHNuzksVg9sdinhGjQDr4vMJ0+S8tHHJD4xkZQPP8J84oRT1tmfnsja+H/sxjYk7GJP2nGnrHu2pLxMFuzdwJw96ziWnez09eoifVAQ4ffeazcWNHQoXi1auDij2qn0ONw71XzaO044RjcWWxEpE1tvJXsmAtX5B3O60BSMrbfTuW4rXfNHKaVH9MFRzcDrISEE1zfvylf7N9qND27ezcUZKVUp3LOHY6NGlzu/XfDXX+Su+4VG06ZqPgLcu00bmny1iNRpn5P322+2iW4DBhB293j0gZ7xprLB44+Tv+MvLGnlv5f6dutG0ODBLs3lrZ/2UWKteNzwv+Rcvt5+nNFXNHV6DlJKzUZN2yOEIOSWW0j9yP4UsJDbbnXa2lXR+foSN+dLsn/4gdy16wDw79uHoIED3ToB0tSkCY1nzcKclIw1JxtT48YIo9Fp6zUObMDkrsOc9vrOEjhgAPqwMNJnzqJw9270YWEEDx3q1r9TiuIKOet+IfHhh5Fn9RvM/PobGr7wPCG3uP+mDthuPn7R7wEeXT+93DG6q+M688L/qX+j9uRu3EjCgw8hC89M6UubMYOYD94nQOOdKX+nHK48nnyYdmGNNF3zbB//9T1T/1lFibS1VXht69fc0qYHz3e/xanvSeqi8HvvwRgdRfqXcyg6dAhjVBQht4wg5I473J1abXI/1dslROnj7yt9rlYGlv7+k5TSbtM0KWWREGIFMP58XlBKeVAI8SdwCbbjc9+d8xCPOjYHqtBUbz3S5QZ2JB3iYGb5OywDm17KoGaXuikrxZGkN9+y2yQwb9Mmsn/8iaDrBmm+pleLFsS89abmr6sVU5MmNF36DRnz5pH3+2aEjzeBAwcSfNNN6FxYXEjLLWJXYrbD+IYDKU4rNEkpmbd3PfP2rudYdjKNAsK5tU0vRrfvg05ov2E1/J57KD52jOxvz/xsEyYTDSZOxPdS937f0JlMBN94I8E33ujWPOwxRjaAyAbuTsOj+XXtqnYvKZUyJyWR/f1KLJmZ+Fx8Mf69eyHs7ISrLWRxMSefe65ckckWkCS9+j8C+vXDEBbmnuTO0SmiCT/f9BJbTx4grTCHdmGNKj1SV59Zi4o4MXFSuSIT2Kagnpg0mZYb1qPz0W5AQ1VHo4OceEphzbG/+fjvleWuSSQL9/1Ki+Aobm/b22lr11VBN9xA0A03uDuNWql0utyFVuXu3Num7WQtptGVHms73YhzfxUP31PNl1+IrdB0gxDC53QRSwjRCeiAbaret9V8TadRhaZ6KsTbnyXXT2bl4e1sOrEHL72JAU270COmvboD4WEsmZnkb9niMJ7zk3MKTbWBMTKSBo8/Do+7LweDXocQjvunG/XO+yD0+h/f8OXuM1O5juek8uYf33A0K4mXrrhd8/WEwUDMm28Sfs895G36HeHtRcDVV2MIDdV8LUVRlNMyFi/m1EsvQ8mZo8hebdsSN2N6rf3+k7d5c4UduadJs5nsn34i9Lbb7MbdQSd0/F/0+Q5Iqr9y12/AkplpN2bNzib3l18IHDjQbvxC9I7tQJCXH1lFeRVigSYf+sR11mytcy3Y96vj2N4NqtCkuFp7Kjb+Pl/+QDtgmwZ5nN1nIr+Kx1a3sLUIeBNbvtdhm2oHZ3YzLXW0g8odVKGpHvM2mBjW6nKGtbrc3aloJm/LFjK/WYolLRXvdu0IufVWTac7uYO0VD6JosLdUMWlgnyMXNE8nN/+S7UbH9jRcaPjmkjKy2TeHvsTIpcc2MS4jtc4rUmrV/PmeDVv7pTXVhRFOVvRoUOcmvJihYmnRXv3curFl4j94H3N1yxJSSFjyRKK9u7FEBFB0LBh+LTXtoWHNa9iYaA6ccUzOSoynVZSRby6vA0m3uwxmod++bysGTiASW/g9R6j8TE4b4d3Yo799z0ACZVMK7wQ1sJC0mbMIGvpMtuuxs6dCbt7PH7dPbsPoeJSNR0zrNWY4rOLS1UVvqo1rUVKmSiE2Aj0AkYAS4Rth8jps9Yec2wOVKFJqUOSP/iAtM+mln2d9/tmMhZ9RaMvPse3klHjns4QFoZ3u3YU7rG/u9Kvp+MJcYprPD2wLbd8vpnswvKNv3u0DGdQJ+cUmjad2ItFWu3GJJKNibu5PbC3U9ZWFKX+yv/rLwr++Qd9cDCB/frZHRyhpcyvv6lQZDotZ+1aSjIyMISEaLZewc6dxI8bjzX7zJHojAULiXzqSUJHjarkmdXjc8kltumpJfYHRqijpNqRUmKOj0eYTBgrmXKpBXuDKcrFO2u/w6hXow6sGjqFrw9u4mhWMo0DI7ip1RXE+Dv36GWToEiO5aTYjTUNsj919UJIi4Xj99xL/tatZdfyfv+dvC1biHn/PQKvuUaztZRarWKPEdc+HwApZaYQIgWIAFpV8fCq4vYsxFZoGiSE8Ac6AY2Bk8C6C3g9p6m9h9vrkR+P7mDUqvfou+RZxq3+iF8TPGsiiSco3H+gXJHpNGtuLqeef8ENGWkr4tFHQK+vcN2rZQuCXdz4WqmoXXQgKx/qwejLm9CmYQCXNg7h5cHtmTHqMqcdnTt3lH1144qi1C0ZS5Zw+Prr2duuPf/1vZrUL76ockdsdVhycjg2ajTHbr2N5Nff4OSTT3GwV29y1tnfWamVkuRKhvKUlGBJdbyr4kKcePrpckWm05Jef4Pi49pN8DJGRhIy/Ga7Mb9ePZ1SkKiPslet4lD//hy6tj//XdWHIyNGUPCP/SltWvBu3Qr/q66yG/Pr0UPznXGnRfuH8tDF1/Nu77t4uMsNTi8yAdzRzv6fs6pYdeWsW1euyFTGaiX57XeQjnoXKPXNbqp/FO20XKrfL6kypws+/YQQdke9CyF02I6/VdfXgBnwBm7gzG6mRVJK7X7oa0AVmjzchzu+45FfvmDrqQMk5qbxW+Ie7v75E+bs9qiCpdtlr1zpMFZ08CCF+6vqxebZ/Hv0IG7mTNuodIMBXVAQIbffTtycOU6/m6ycn0ahvky5oT0/PtKTrydczh3/1wSTwXnfYnvFdnC4Jd6oM9DXiX0ZFEXxLCkffsip556n6OB/YLViTkwk5Z13OfHUU5qtceqllyt82LPm5pL4yCOYT57UbJ1zebVu7TCm8/fX9Hh8we7dFP93yH5QSrK+O3fIT81EPvMM4Q8+gL60z5TO35+QO+8g9oMPNF2nvspZv57Exx7HfCy+7FrhPzuJH3sXxceOOW3dmHfeJuimYWVTT4XJRNCQIcS+/57T1nSHK2Pa8Wy3EfgaznyONuoMTOg8gGEttWvLkbt+vcOYOT6e4kMO/s0q9UppI++5F/j0OVo0Aj/L6d0PIcDLDh7zJBBX3ReWUqYBq0u/HAHcVPrfHnVsDtTROY92MjedaTt/tBt7b8cKbmzRnUAnTpOoTepDrwO/bl3x66a20is2ASYfJl02lJc2f4Wk/N28Ry8ZTKi3VkfNFUWpipSS7O++I3PZMiwZmfh07EjoqDvxatHC6WuXZGSQNn2G3Vj2t98RNm4c3q0uZHd++TWyf7T/fkQWF5P59TdEPPhAjdZwJHjYUNKmT7e7yyjklhHofLV7H2RvjfJxTU5WlBF6PRH330/4PfdgychAFxTk0qmpdV3aZ1PtTuqw5uWR/uUcGj7/nFPW1fn6Ev3KK0ROmoT55CmMDSPRBwU5ZS13G9muN4NbdGNjwm4s0srl0W0I8wnUdI0qp0vqKu74V+qtT4B7gepMtpLAp1omIaVcL4T4ClshaKIQoiHwAXAEaARMAO6pwRILgUHA9dj+rPuklH/WLGvtqUKTB1t3fKfDHiwFJcX8lriHgc3cO1Lcnrzff7c15M5Ix7tDR0JuvcXpZ+J9u3YlY779Qq4uMBDvtm2dur5SOWm1Ys0vQOfnq6YaaujWNr1oHhzFvD3rOZqdTFxAOLe26cUVMervu+Ichfv2kfb5F+Rt24bOz5egQYMIHXsXev/6vbPy5JNPkbViRdnXRfv2kfXddzSaNs3pNwjyt25DFhc7jOdt3FjzQtOpU1DJ4AlzgnZHys5lCAsjbsZ0TkyaTPGRIwAIo5Hgm28m4pFHNF3Lu317hI8PssD+0B6fS7pout5pwmDAEOGc4Q31lbRaKz0il//XX07PQR8YiD5Q26KLJwow+Tj180hAv35kLvnabszUojlezZpqtpaUEktaGjo/P3Q+Ppq9ruIabfft3b23TdvHgXer8bTH2+7bu9sJ6YzF1qepD3BH6a+zHQb2AQMB+836HFuBren46TstHrebCVShyaNZqzhz7KgI5U7Jb79d7s5q3u+byVi4kLiZM/Dp2NFp6wb07YN3+/YU7q74fSJs3Dj1w8JNZHExKZ99RuZXi7Gkp2OIjCRk5O2E3XVX1XeolPPStWErujas2YdIRTkf+X/9RfyYscjCQgAsqZD66Wfk/rqRxvPmovP2dnOG7pG3dVu5ItNpsrCQpFdeodl33zp1fWGs/K2cMBprvIYxOhrh5YUsKrIbNzVtVuM1KuPTsSPNV/1AwT//YMnKwrt9ewxh2veg0QcGEnr7bXZ3iHm1bUtAnz6ar6k4h9Dp0AUEYM2xvwutru4wqov8evTAv29fcteuLXddGI1EPqnd8eCMrxaT9sUXmBMSEEYjAf37E/nkZKd8r1Gcp+2+ve/tbdMW4B0q39kksRWZnHKmVUqZL4ToB4wG7sTWtNsPOAosAd4szRHA/t0Nx6+dK4T4HhheemmBBilrTn3S82C9YjsgHPz7MOkNHrdroWDXbrtvzqw5OZx8wbkNuYXBQNzMGQQNG4oo/bBjjI4m8tlnCb97vFPXVhxLnDyZtM+mYklPB6AkKYmUd94l6dX/uTkzRVGqK+Wdd8uKTGcr3LWLrBXOLaZ4spyffnIYKzp4kCIn9w/xu/xydAEOjsrq9QRcfXWN19AHBRF0w/V2Y8LXl+BhQ2u8xvnw6dwZ/549nfrBL+Kxxwh/6EH0wcG2C0YjgQMHEjdzBsLOUA7FcwVVMiylspjiWYQQxH7wPpHPPot3hw4YY2MJHDiQxgsX4n/lFZqskT53HqdeeAFzQgIA0mwm+7vvODZqFFYHBXbFc5UWjzpiOxJ3bu+l3NLrHWtaZJJSzpZSitJfs+3ErVLKmVLK3lLKUCmll5SytZTyWSllNnC64l1h6sVZr2v3XLqUcsRZjzlsJ556VnxKTf6cF0rtaPJgcYER3Na2F/P3rq8Qu7vjtR7Xg6XShtx79lJ06BBezZs7bX19UBDRr75Kw+efx5qXhz44WO2acaPC/fvJWWW/p0fGV18Rdvd4jJHajb9VFMV5LNnZ5G/f7jCes3YNISOGO4zXZdLs+NgaUOmxNi3ofHyIfPJJTj77bIV+NOH33osxOlqTdSKffhpLZhY5P/9cdk0fEU7MW2/VqWNfQqcj4r77CBs3jpKTJ9GHhNSL4091UcRDD5K/40+K9uwtdz2gf3+CBt/gpqyUCyEMBkJH3k7oyNs1f21ZXEzq1IqTqwGK/ztE9qpVBN94o+brKs5Vehzu/r1t2k4G2gEBQA6wR+PG3xUIIR4FWgPbpZTTHTxGAKfPnO6195jaThWaPNyz3YbTMjiKhft+5XhOKs2CG3JH26sY3KKbu1OroMqG3Pn5LslD5+WFzsvuJEnFhfI2b3YcLCkhf+tWgm5Qb/QUpVaoqrdaPe695nfFlQ77hxgiI/GqYX+k8xE8bCimxnGkz51H8eFDGKKjCRlxCwF9tBsxrvPxIfajDyk6dIiCnf+iDw7C/8orNTma54l0JhOmxo3dnYZSA/rAQJosWkT2Dz+Q9+tGhMlE4ID++PXsqfpFKmWKDh3Ckpb2/+zddZxUZRcH8N+d2p3ZmO0ulu6UEqQRCelQUEClVWww8MXCQgEVkw5JCelcursbtjsndifv+8fCwrgzs7A7c+/E+X4+ft6X58A8R4TdmXOf5xyLcfWJk1RocmL3i0onON7WB6XNvl9jGGY3y7L3zPyc0QAeNBgz/2TeyVGhycExDINhdZ7BsDrP8J1KhWQtW6Jg9WqzMaGfHydvtonjEHha74vFUN8st8PqdFAePAh9bi6kDRpQk34nIvTxgaxFC4unmnw6d+E4I8tYlkXB6jUoWL0ausxMeNSsgcBRo+DdoYNd9vPp2gXSJk1QfO5cuVjw5MmcXbeStWgBWQv7DwjxqF7drqeTCbElgUQCv379qFBALBJ4WR9mUVGcEDNWAPgYgATAboZh/gfgCEpPVEUDGAbgnfs/9wIAs6eenB3dKyI24/tsd3jUrm02Fjh2LJ0ycjM+3bpafNIt8PWFd/v2HGdE+KQ+dQq3OndBysRJyJj2Ke72H4Ck18bAoLTr6WViQyHvvWu2QOzZsKFDXUPJ+PRTZPzvfyi5fBmGnByojx5D8rjxyF+50i77MSIRoufNQ8Do0aV9fRgGng0bIvKnOfAb0N8uexJCCLENSUwMPBs1shiX9+rJYTbEFbAsexPAawC0AKoDWIbSKXPZAM4A+AClB35OAejLsqxLNgJj2AommzkjhmFSIiMjI1PuN3Qj3NHn5yPru+9RtHUrWI0G4qgoBL72KvyHDeM7NcKDvGXLkfnVV6Z9Q4RCRHz3LeS9evGXmBW6tDQU7dwJtqQEXm3bQmrlzQd5PPr8fNzu1h1GM0Ul357PIfLHJ5lCW3klN26gaMtWGFUqyFq1hE/nztTc9wmVXL+O3L/mQX38OAQyGXx79y4tsHg7xhPfkuvXcbdvP7Mxga8vau7fZ/cppKzRSP0BCSHEiZRcuYLE0a/AWFhosh4w8mWEfmi7yXbuKCoqCqmpqaksy0bxnQvXGIapAeB1AF0BxKG0uJSB0p5MywGsZlnWvo0ceUSFJmIXxpKS0obc/v70htvNqc+cQf7KldClpEISXw0BL74Iz3r1+E7LrJw//0L2nDmAwVC25t2lCyJn/QiBRMJjZs4td+EiZH37rfmgUIgaCXshDgmxaw5Zc+Yg9zfTZp+eDRogZv48GnPtQnJ++w3Zc36yGI/+8w94P+P4V9EJqQzNzZvIX7ECmrt3IYmKgt/QYZA2qM93WoQ4BV1mFgpWrUTx+QsQ+vlB3r+/zabauTN3LjS5O+rRROxC4OkJgacn32kQByBr1gyyZs34TqNCqqNHkW3mZI1yzx7k/PorQt56i/ukXIT23j3LQYMBupRUuxaaVMeOlSsyAUDJpUvImjkT4V98Ybe9CSGEC0XbdyD1vfcAvR4AoAZQ8M86hH/+GfwGDeI3OUKcgDg0BMFvvsl3GoS4DDpqQgghAPJXmW9kDwAFq1bDFU9/ckUSE205KBBAHBlp1/0L/llnMVa4aTOMGpe8Gu+WvDt3thgT+PpC9tRTHGZDCDeMJSVI/9//yopMDwNGZHz5FQwFBbzkRQghxH1RoYkQQgDo09Mtxgz5+WBLSjjMxrXI+/cHI5OZjfl06QJxqH2vzelzsi3G2PvXfIlr8KxdG36DzZ/eCHnnbbv3ZyKED8qDB8v1lnmALSmBYvdujjMihDwppUaPI7dzcCGlgB5uEpdAV+cIIQSApEZ1FJ8/bzYmjoqiD6hVIAoIQPTcX5D69jsmT9ZlLVog/IvP7b6/tH59qI8eMxsTR0SUTgojLiPs88/hWb8BClavhi4zEx61aiJg5Ej4dOzId2qE2EVFxXIuiunG4mIU/rsJygMHwIhE8OneDb7PPgtGRB81CKnInN038dfBO1BqSk8lVgvywjcDGqJVfCDPmRFSedQMnBBCAJRcvYq7g4eUv3oAIPTjjxHw0ggesnItRo0Gyr17oc/Ng2f9epA1bcrJvrrUVNx5vq/ZD1uh0z5BwPDhtt8zLQ2q4ycgkErh/Ux7CCyc6KoK1ZEjyF2wECXXr0EUHAz/wYPhN3QoDWAgxM1oU1Jxu3t3wGg0G6+2cQM8a9e22/6GwkIkjhwFzbVrJute7doh+te5YGiYRqXRFEvXt+DQXXy++Uq5dZlEiB1vPYPoANu/f+ASNQN3X/SVi5D7jCoVSq5fhz7b8jUbWzAUFCDnz7+QOHo0kidMROGmTWDNFDcItzzr1kXkDz9AGBBQtsZIJAgcO5aKTDYi8PCA73PPIWDEcM6KTAAgjoxE9F9/QVKj+sNcfHwQ/PbbNi8ysUYj0j/7DLe6dUf6hx8i9a23cLNDRxRu2mTTfQrWb0DSq69BdegQDNk50Fy5iozPPkc6jWEmxO1IoiLhN3CA2ZhPt252LTIBQM6vv5YrMgGA6tAh5K9eY9e9XVXRrl24O3gIrtWrjxutWiPzm29hUHJzzZvVaqHYswcF//wDza1bnOzproxGFvMO3jEbU2sNWHoskeOMCLEdOtFE3B6r1yN79mzkr1hZeuJBIIB3p04In/4/iIKDbbqXLj0dicNHQJeWZrLu3bEjon75mY6YOwBWq4Xq+HEYi4she+opiPz9+U6J2FDJ1aswqtXwrFfPLtchc/74E9mzZpUPCIWIW70K0vpVHzXOarW42bETDHl5ZuNxa1ZD2rBhlfchhDgPVq9Hzm+/I3/FChjy8iCQy+E3aCCCJ0+GwM4nim60aQtDfr7ZmLRxY8StWmnX/V1NwfoNZh8aSBs3RuzyZXZ9r6g6cgSp738AQ25u2Zp3ly6I/P47u5zMdXe5Sg2af2m5h9rTNQKx/LXWHGZke3SiyX3RiSbi9jK/+w658+Y/vFZjNEK5Zw+SXnnF5ieNsn74sVyRCQCU+/ahcPNmm+5liT4/n7OnYs6IkUjg3b49fLt3pyKTC/KsWxey5s3tUmRiWRb5y5ebDxoMyP/7b5vsoz57zmKRCQAUe/bYZB9CiPNgRCIEv/E6ah7Yj5qHD6HWoYMIff99uxeZAMCoVFqMGazESHkPHn6aU3z+PBS77ff1XZeZheRJr5sUmQBAuWcPMr/+2m77ujMvDxGkYqHFeIiPJ4fZEGJbVGgibk2fn4+ClavMxjQ3b9n0Gzqr00GxY4fFeNHmLTbbyxzFvn24M2AAbrZpixstWyJ53Hho7pg/rkvcgy4zE8XnzkH/nzeVpHKMKhX0WVkW49q797hJxPUOKhM3oEtPR8n1G2C1Wr5TcWqMSARRYCAYsZizPWVPtbAca2E5RsrT3LoFfWamxbjy0EG77V3wz1qwxcVmY4Ub/4XBwmRDUnmeYiH6NY20GB/SIprDbAixLSo0EbemuXrV6ptaS1PIKoPV68HqdBbjRrXaZnv9l/LgQaRMnATNlav3NzNCuX8/Eke8BJ2VNzTENenz85Hyxhu41akz7g17ATc7dkLalKmcTCZyZQKZzKTH139Jom1zalzatAmEVk7b+XTpbJN9COGC5vZtJL70Mm516oy7ffviZqfOyF2wkO+0yBMIHD8eMHOdS+DlhYBRI3nIyHlV1DjdnifUtPfuWYyxWi106el229udfdizDprG+JVbf7trLbSpTlPniPOiQhNxaxWNNbfl2HOBVArPRo0sxr1a2+8Ods4vc81OozHk5SF/mYWrPsRlpUyYCMWu3Q//TOh0KNy4EakfTOE3MSfHCATwHzbUQpCB37BhNtlHIJEg5L13AYYpF/Pt3RtSK19nCHEk+vx8JI4aBfXJk2VrhtxcZH33HfKWLOExM/IkvFq2RPRvv8Kjbt2yNVmLFohZtAge1arZfD+WZaE8dBh5S5dBkZAA1mCw+R588YiPh0fNmhbjPs/2sNvekijLp2cYsRii0FC77e3OfD3F+Gd8WywY1QKvtauGyV1qYs+7HTC5q+U/B4Q4A+o8TNyaZ7168KhVC5obN8oHhULI+/S26X7Bb7yO5HHjyxV9hMFB8H/BNh9C/8uo1Vo9maU+ccIu+xLrtPfuIee336Hctw8QCODTtQuCxo+HONLyEWpbUJ04geJz58zGlHv2QHP7NjyqVzcbJxULmjAB2sQkFG15eBWW8fBA6NQpNp205zdwIEQhochbuAAl165DFBICv0GD7PZ1hBB7KFy3DobsHLOx3Hnz4f/iizQkw0l4t28P7/btocvKKr2+Z+V0Z1VoU1KQPH48tLdul62Jo6IQ9etceNaqZZc9uRY67RMkjx0HtqTEZF3e93l4tWppt339Bg1E7rx5Zk/6+/Z8jvpW2pFAwKBznVB0rkPFPOI6aOocsUibkgJ9VjYk1eJc+ptLydWrSHrlVdOJKQIBwv73P/gPHWLz/ZT79yP7p59RcvkyIBTCu1NHhL7/PiSxsTbfCygdt369aTOwGo3ZuFfbNohZsMAuexPztImJuDd0GAwFBSbrouBgxK1ZDXFYmN32zp2/AFnff28xHvHtN5D37Wu3/d2F5tYtqI4cBSP1hE/Xri79NdQmtCrg5Hzg8nrAoAXiOwJtJgG+EXxnRuwo5Y03Sk9XWlB9105Ioh2rR0nJ9evIX7YMJddvQBwaAr/Bg+H9zDN8p+U27vTrD821a+XWxRERqL5zh8sUJjW3byNv8RIUX7gAUYA/5P36wbdPHzBmTrLakmJvAtKmTIFRoShbk7Vpjaiff4bQ29uuexPXRFPn3JdrfDUmNqVLT0f6xx9DdeQogNL74vL+/RH68UecTC/hmmfduqi+bSsK1q1HybWrEAUHw2/gQHjEx9tlP+8OHeDdoQMMhYVgJBK7TL96FCMQwLdHDxRu3Gg27tvLtqe2SMVyfvu9XJEJAPTZ2chdsABhH31kt72FgdafMgsDqB+ALXjUqAGPGjX4TsM5aNXA4j5A6umHa5mXgAurgVe2A4F0ws5VWb2eLhRC4GAfbBV7E5A6eXJZv8USAIpduxE0cQKC33yT3+TcgPr0abNFJgDQpaVBuW8ffLp25Tgr+/CoXh3hn3/G+b4+nTuh5v59UOzZA0N+AaRNGtN1bEJIpVChiZhgdTokvfIqtHfvPlzTalGwahVYgx4RX37JTSJGAyCwPO7T1oR+fgh8ZTRn+wGAUC7nbK/gd96B+uxZ6JKSTNa9O3aEvO/znOVhK0aNBrl/zUPhunXQ5+VB2qABAseOcZqnysr9+y3H9u0H7Fho8u3WDZlfzTB5WvmAKDwcXm3b2G1vQsw6s9i0yPSAKgtI+AoY5DwnLnWZmVDs2QPo9fB+5hlI4uL4Tsmhyfv1Q8GatWZj3h06ONRJQFavR8b06WaHeuT89jvkzz9P/73tTJuUXKW4LRhVKhRu3QrtvXuQRMfAt3dvCL297L4vlwQyGeR9+vCdBiHEyVGhyUlkqwtxOO0qBAyD9pH14e9pn6d8ij17TIpMjyrcsBHBb74JcUiIXfYGANzaDez/Hkg+Bki8gYaDgc6fAF5B9tvTDYhDQ1Dtn7UoWPsPVIcPg/H0gO9zz8G3Rw8wQu4KerbAGo1ImTARqiNHytbUp05Bffp06bWv552gcCawPIeBsRKzydZeXoic+T1SJr9l0v9B4OODyB9+cLo/D8QFXDF/2hIAcHVTaU87O/+9sIXsX39Fzq+/AXo9ACDz62/gN3gwwqb/z+5/r4HSArxyzx7oc3Lh2aA+ZM2a2X3PqpI1b47AMWOQ+9dfJuvi6GiEffIxT1mZpz59BvqsLPNBlkXR9h0IGj+O26TcjCTOeouBiuJVVXzxEpLHjYMhL69sLWvWLET/9htkzWzXg48QQlwBFZqcwE9nNuGvizugM5ZO1fAQijG52fN4pYHtjweXXLpkOajXQ3P9uv0KTde3AStfBNj7jbK1SuD0QiDxCDBmL+DhWEfonY3QxweBo0chcPQovlOpEtXBgyZFpjIsi6wfZ8G3Vy+HL5b4dO2KglWrzMe62f/Yv3eHDqixaycK1m+ALiUFkvhq8OvXz6ZTFgl5bIbyJ0RMY47fS1Kxdy9yfvrZdJFlUbB6NTxq1EDAyy/ZdX/VsWNIffsdk16D0mbNEDX3F4c6FWROyLvvwKdrFxT+uwkGRRFkzZpD/nwfCGQyvlMzwWpKrMaNFcRJ1cmaNoVn/fqlPS7/QxwTA+8OHey2N2swIGXymyZFJgAwFhYiZfKbqLlnDxgXbC9BCCGV5fiPCN3c+ptH8ev5rWVFJgDQGHT47uQ/SEi+aPP9hIHWTw4J7TRFBACw5/OHRaZH5VwHzq+w377EqVi7dqbPyEDJlascZlM5QePHmR0TLI6JQcBobq5wioKDETR2DMI//wyBo0ZRkYnwp4aV4mr1zpxeo66s/L8tf4/KX2Hf71/6/HykTJxkOtACQPGZM0j/ZJpd97YVaePGCJv2CSK/+w7+w4Y6XJEJAKRNm4Kxkpd327YcZuO+on7+CR716pqsSapVQ/Tvv9v1IZPq0CHo09LNxgzZOVAk7LPb3sQxsEYj1CdPQrE3Afoc89MyCSEP0YkmB7fs6j6LsaVXEtApuqFN95P36Y3sH38024PAo04dSOvXt+l+ZYrSgawrluO39wItx9hnb+JchNa/bDEix/9QKg4PR9zq1chbuBDKhARAIIBP164IGD3KbiOhCXFYLccA5/4GCk17yEHkCXSyX78yW9KlplqO2XkCbuHGjTCq1WZjyoQE6NLSII6g6X1VJfTxQeBrr5Y/uQbAq107yJ56ioes3I84IgLx69ZBfeoUNHfuQBIdDVnr1nafxqazdG3yPovXKonNGZRK5C1YgKItW2EsLoasdSsEvvYaPGvVstue6pMnkTb1w4df68Vi+A8ZgtCPPnT4U/Tubk0ngzeA+gB8ACgAXB6cIFTa4rUZhokD8KDnzFMAbgF4H0A/AHEA9ACuAFgG4E+WZct9wGYYRgpgJICeAJoCCATAAMgFcBrASgCrWNb0NAbDMKMALASgYlnWm2GYOgDeA9AVQNj9f9fjAH5jWXaLLf59nxQVmhzcvSLL37juFWXafD9RUBDCv/4aaR9+CDxSbBIGByHiu29tvt/DDSo4bizysN/exKn4dOuK/KVLzcbEsTHwqFOH44wqRxwagtCpUxA6dQrfqRDCL6+g0uly+74GLm8A9CWlJ5k6TgEim/Od3WORxMVZ7G8oqVbNrnvrrDVANhqhS02lQpONBE+cCFFAIPIWLoQ2MRFCPz/4DR6EoNdf5zs1tyNr0QKyFi0428+zdm2rcY/a9itykIeMxcVIenkkSq48fDhd9O8mKHbvQezixZA2bGDzPXXp6UgeN960oK/TIX/5cgh8fRAyebLN9yRVt6aToT6ASQBeAvBo/xXlmk6GpQDmDk4Qlr+HW3m1AGwAEPmf9db3/xnCMEx3lmU1DwIMwzQGsBlAlJnXi7z/z/MARjAM0+e/xaZHXmcgSotZno8sewDoBaAXwzDfsSzL+QcOujrn4GJ8LF9li/a2T4Nsee9eqLFzB4LefAN+w4Yi7H+fovq27XZ9UgCvQKCalYlh9frZb2/iVLxatoRvr17lA2Ixwj76yO5PNQlxdYaiIuSvWIGsWbNRuHkLWK3W/pvKI4G+vwAfpQCf5gDDVztNkQkAAl4aYTlm5/5MViedCYUQx8TYdX934z9sKKrv2I7a58+h5tEjCHn3XQg86GGYq5M2agRpC/NfkzwbNoRXy5YcZ+SeCtatMykyPcCq1cie9aNd9sxfvdriqdGCv1fAyMX3SPJE1nQyvA3gIoAJMC0y4f6PJwC4eP/n2cqfAAIAfAKgNoBgAN0BXLgff+b+vgAAhmG8AGxCaZEpF8DrAOoACAJQD8BrABLv//SeAIZb2NcTwHIAWQBG3X+9iPv//8Gd+vcZhuF8QgidaHJwL9TpgE+PLDcbe7Gu/ZoeisPDETxxot1e36xnZwCLegMlBabrtZ4D6tKYVUemz85Gwbr10CYlQhIbB78B/SEKst+kwIjvv4OsdSsUrlsPfV4upA0aImD0aEgb2OlqJ+Fd8cVLD68Zduta4dNlUjnKw4eR+uZkGFWqsrXsyEhEz/sLHnY+mePMvNq2Rein05A18wew9z+QMGIxAl59BX6DBtl1b3nf55H9yy8wFhWVi/l06waxmX5wpOqouOR+on7+GWlTpkB18BDAlg4p8Grb1r4n/okJ5Z69FmOqo8dgVKtt3uNNc/OmxZihsBD6zExIoqNtuiepvPvFo8epOjIAflzTyYDBCcJZNtjaC0BXlmX3PLK2i2GY7ii9XicFMATA7PuxEQAe/MEZzLJswiO/LhfAVYZhDqP06h0D4DkA5q50CAHkAWjNsuyjjeQWMwyTD2Dj/V8/CMCZyv/rPTmGZR1/msuTYhgmJTIyMjLFzn0RuPL1ibVYemUvjPf/W4kYAcY3fg6vN+3Nc2Z2kJ8IHP8DSDwEePgCjYYAjV+ssC8P4Y/qyBEkv/5G2YcrAGBkMkTP/QVebdrwmBlxBazBgLQpU1G0ebPJut+QIQj7bDqdYLMhg0KBW506w6gs37rAo15dxK9bx0NWzsWgVEJ18CBYvR5ebdtCFBjIyb7qM2eR+tZbJn1ivJ5+GpGzZ0Ho48NJDoS4C21iIrSJiRBHR1MB3gp9Tg7yFi0qa5Tu07lzlXtRJr3yqvnJwwDAMKh96iQEXl6Vfn1zMj7/Avl//21+S4kENY8chtCbJmNbEhUVhdTU1FSWZc1dD7Op+9flLqK0sPK4WAANK3ON7j89mo6yLGt2KgTDMAkAOgLIZFk27P5abwA9AEhYlh1rZY9klJ5S2s2ybLdH1kehtEcTAHzNsmy5ppYMw0hQ2qtJgtI+T8Oe5N+vqujTuxP4sOUgvFyvEw6kXIKAEaBjdEOEyvz4Tss+/GOBHjP4zoI8JqNGg9R33jUpMgGlR5hT330PNfYlQEDjfkkV5C9fXq7IBAAFq1dD2rgx/AYO4CEr11S0ZavZIhMAaK5cRfGly3RqsAJCb2/4Pvcc5/vKmjVFjb17oDx4EIbcXHjWrw/PunUr/oVPwFBUBNWhQ2CNLLyebguRv79NX59wi9XrUbR9B4q2bwOr0cKrTRv4DR5EhcnHIImNhSQ2lu80HJouKwuJL7xoMigh9/ZtFG3fjrgVf1f61Lt3584WC02y1q1sXmQCAL/Bg0qnh5o5nOHbsycVmRzLJDxZkQn3f/7E+7+2Ko5ZiWXc/9+y43Ysy25GaX8m80mVXq1rjdITS4D1uo3ZvVmW1TIMk4fS5uCcj3OlQpOTiPQOxAt17HdVjpDKUCbsg6GgwGzMkJcHZcI++D7bndukiEvJX73aYqxgzRoqNNmQPsv6gAl9ZgZAhSaHxYhE8OnUyS6vnbtoEbJnzwFbUlK6l0SCoAnjETRhQgW/kjgiVq9HyutvQLlvX9ma6uBB5K9cidilSyEODeEvOeIScv+aZ3Yapy45GbnzFyB0ygeVel2/Af1RsO4faK5cNVlnZDKEvG3LdjsPedati7BPpyHjqxmAXl+2Lm3SBKEffWiXPcmTuz9drrJNEV9e08kwpYrT6LKtxB40ADfbH5thmDYAWgKoCaD6/f+t9p+fb62AVum97YkKTYSQSjPk51UQz7caJ6Qi+kzLkzd1FRRGyJPxsDbwgWHgUbMmd8kQh6HYm4Csb0x70LBaLbLn/ARxdAzkvc0MZyCVok1JhWL3LsBggPczz9jt71zhxo0mRaYHdElJyJ41CxHffG2XfYn7UOzaZTVW2UKTQCZD7OLFyF2wAEWbt8BYXAyv1q0ROGYMPO04+c//hRfg3bkLirZuhVFRBGnz5vBq25au7zuW+ijf+PtxeaO0AfeJKuyvq/inmGIYpieAGQAamwmnAdgLoCtKTyTZdG8uUKGJEFJpng0aWo/bYcwslzR37qJg7Vro0tPgEV8dfoMHQRxW0dd6YksetWuh+NRpszHPWtQQ3JZ8unSBOCYGuqSkcjHvLp0hoellbil/mbneo6Xyli5xyEKTLj0d+rw8eMTF2eUqjT1kzZ6N3D//Aoyl06uzvp8Jef/+CP/qSzAC2z6ILtqyxXJs2zaEz/jK5nsSN2MwWAyxVmKPQ+jjg5DJkxEyeXKVXudJiUNDEDh6FKd7kidS1Xu/nN4bZhimD4ANKD1plHf//58BcBXA1QeNvRmGuYaKC00Oib6LEEIqTdqwAbzamm/47dWuHaT1nfeaTeG//+JOnz7IW7AAim3bkTN3Lm737AXV8ao87CBPKnD0aPMBhkHAqJHcJuPiGLEYMfPnwbPhIwVkhoFPt26I+OYb/hIjvNLcvWcxprUS44MuNRVJr7yKW5274N7AQbj5TAdk/fBDlT/Y2lvRzp3I/f2PsiLTA4Xr1yNvyRKb72d4ZKrkf7EaDdhHrgcRUhneHS23+7AWI6QKFDz/+ic1E6W1mEQAdVmWfZVl2bksy+79z/S4YI7zshkqNBFCqiRyzhz49u4NiO4fkBSL4du7NyJn22JSKD/0+flIn/ZpuSdyrFqNtA8+oDfhHPLp0gWhn06DwNe3bE3o74/wGTPg1bo1j5m5Jkl0NKqtWY1q69ch6tdfUX3XTkT9/JNLNzvVZWZCffIkdGlpfKfikMSREZZjUZEcZmKdUaNB4uhXShsF32/aa1SpkPvXPGT9+DiTrvlTsHJVpWKV5dWypcWYtEkTGuJBqixw7FgIzQwMEAYGIui113jIiLiBywAq22NJCeCKDXOximGYQAAP7nquZVnWbJ8IhmGaA3gwptHp6jZ0dY4QUiVCHx9EzvweoR9OhS4tDeKICM5GetuLYscOsBqN2Zg+MxOq48fh/fTTHGfluHRGA67lpUAiEKF2gO0/eAa8+CL8+veH+vQZMAIG0hYt7PZBSJGQgPylS6G5ew+SqCj4D38Rvj162GUvR+ZZt67Np5Y5GoNCgfRPP4ViZ2lPHDAMvDt2RPiMr2ii2iP8X3jB4vVV/2GcTkq2qmjrNrPXPgEgf8VKBI0f77AT1awVOc01VK4q/xEjUPDPOhjy/tNnUSBA0KSJNt+PuB9JdDTiVq5Azq+/QZGQUHo6tnNnBE2cAHGk4xSoiesYnCBUrulkWAqgMlMqllSxEfiTevRJttnrHwzD+AP485Elp3sCQIUmQohNiAIDnb7A9IChsMhq3FhkPe5OVl0/iJ/PbkZOcenvSXV5GKa1GYbW4bbtnySQSuHdzr7FvdyFi5D17cOmx/r0dKhPnoRm4g0Ev/mmXfZkjUbkLVmCghUroUtLg6R6dQSMHAm//v3ssh95KPXtd6A6dOjhAstCmZCAlAkTEbdyBX+JORh5r17QXL+B3PnzH57yFAjgP3w4/IcM4Te5RxRfOG8xxqrV0Ny8CVmzZhxm9PgkNapDe++ehVgNm+8nDg1F7NIlyPzuO6gOHgKMRnjUq4vgN96Ad/v2Nt+PuCdJbCwivqVr14RTcwGMh/UJbf/FAvjVPulY2JBlCxiGOQqgDYAeDMP8jtLc01B6Va47gPcARD/yy5zuaDkVmghxEUaVCsojRwCDAbJWreiJfBVImzaxHBQIIG3UiLNcHNnWO6fwvyN/m6zdLszA+F1z8c/zH6K6XzhPmT05Q0EBsufMMRvL+eNP+A0dCnFoqM33Tf9kGgrXrSv7sebaNaR/+CF0aakInjTJ5vuRUiXXrpkWmR5RfO4c1KdOQdaiBcdZOa6Qd96G/7ChUOxNAIxGeHfqCEl0dIW/jksVfc8zd43HUQSMeAnKPXvLrvyZxF5+2S57elSvjpg//oBBqQSr09F7Bp6xBgOKz50Dq9FA2rix0zSxJ8SRDE4QXl7TyfAugCe5L/3u4AThZXvlZMUEAPsA+AEYd/+f/zoFIAnAAABxDMOIWZZ1yAlz5jjdXT9C7E2XkYGc339H+mefIX/lKhitNM10FPmrVuPmMx2Q+sabSH3rbdzq2AnZc+fynZbT8mrZEtLmzc3G5H370rHv+/66uMPseolBhyVXEjjOpmqUBw+BLSkxHzQYoNy71+Z7am7eNCkyPSr3r3kwFBTYfE9SquSy9VYMJVc4a9XgNMQREQgYMRwBL7/kcEUmoPRrMyxMSpM2bgyPatU4zujxebVuhbDPP4Pgkat9jIcHgt58w+6nG4Xe3pwVmfQ5OVCfPQtdltl2JG5LsW8fbnXthsThI5D0yqu42aEjcufN4zstQpzS4AThLADvoPSkkjUsgHfu/3zOsSx7HkBjAL8DuANAe/+fVADbALyM0hNPC+//Ei8AvbnPtPLoRBMhjyjauhWpU6YCuofF4uy5vyBm/nx41qpl5VfyR3XsGDKmTzd5EspqNMj5+ReIIyPh168fb7k5s+jff0Pml1+iaOs2sDodBDIZ/AYPRsi77/CdmkPQGw24mpdiMX4pJ5HDbGyANVYQth6vDOWBA5b3KymB6thx+PZ41ub7EkAUZP2arzDANa4BuxNJbCxCP/kYmV98afL9UBQSgvCvZ/CY2ePxHzwY8l69oDp6FKxOD6/WrSD08+M7LZswKJXI+N90FO3YAej1gFAIny5dEP7F5xDK5Xynx6uS69eR+sabYB9532lUKpE18wcI/QPgN3AAj9kRezMUFaFwwwaUXL4CYVAg/Pr3h4cdrsu6m8EJwllrOhl2ApiI0oLNo9fOlACWAPi1qieZWJa9h8e4psey7CgAo8ysJ6HinlKbze3BsuwiAIseY++4in6OvVChiZD79Lm5SJv6oUmRCQAM2TlIe/8DxG/cwE9iFchbstTscfvS2BIqNFWS0McHEd9+i9CPP4Y+JwfisDAIZDK+06oQq9fDoFBA6OsLRii02z4igRByiQyFWrXZeICnc10l93r6aTBiscmb/TICAbw7dLT5nozI+rdgRkzfou3F6+mnIQoNhT4zs1xMKJfDp2sXHrIiVRXw4ovwat0GhevXQZ+bB8/69SDv2w9Cb+e4hiSQyeDTxfX+7KW+/Q5UBw8+XDAYoNi5E4a8PMQuW8pfYg4gb+lS8993AOQuWGCzQpOiRIflx5Ow+0rp17yu9UIxvFUMfDzFNnl98uQ0N28icfQrMOTklK3lLViI0E8+RsDw4Txm5hruF5EmrelkmAKgHgAfAAoAVzhu/O226F0sIfcVbd4MVqs1G9Ncv47iS5chbWB2MACvtLdvW47dshwjj0fo6wuhry/faVSI1WqR/fPPKFi9BobCQggDA+H/wgsImjDebgWnfjXbYPHlPWZjA2q2tcue9iIKDETguHHI+eWXcrGAl0ZAYocx7t5duiLz2+8AM6elBD4+8GrTxuZ7klKMSITIWbOQPH68SXN/RiZD5KwfIfD05DE7UhUe8dUQ8u67fKdB7iu5ds20yPQI9alTUJ89C1nTphxn5Tg0V69ZjGlv3war04ERV60YVKDWYsgfR3Ej8+Fn61OJ+Vh3JgWrx7WBn8zphlm5hLSPPjYpMgEAWBaZX82Ad/v2kMTE8JOYi7lfVDrBdx7uiHo0EXKfPifXatyQZz3OF3FkhJUY9RJyF6nvf1Da16ewEABgyM1Fzi+/IGP6Z3bb842mvdE0JL7c+uBa7fBcNfM9rhxZ8OuTEPHdt/Bs2BACHx941K2LsC8+R+iHH9plP0lUJALHjS0fYBiEfPC+U5ygc2ayZk1RY9dOhH70EfxffBEhH3yAGnt2w6utcxVJCXFkJZcuVRDnowev4xCFhFiMCf39q1xkAoA/DtwxKTI9cCNTiT8P3Kny65Mnp7l9GyUXL5oPGo0o3PgvtwkRYgd0oomQ+zzrWzmtJBLBo7Ztx7Xbit+wYVAdOWo25v/CMI6zIXwouX4Dih3mG3MX/PMPgsaPs0vR0VvsiWXPvYuE5As4lHoFHkIxelRrbrb45Czkzz8P+fPPc7ZfyOTJ8KxXDwUrV0GXlgZJ9XgEvPQyvFq15CwHdyaUyxHw8kt8p0GIy6qo35kwwL2n3fkNHgxlgvnhGX6DBtlkj80X0qzE0vFBjzo22Yc8PkN+vvU4DQMhLoAKTS6E1euhPnkSRrUa0mbNaFTtE/Lp2gWSatWgvXu3XEzep49dRpvbgm/37iiZMB65f/xpcgVHPmgg/EeM4DEzwhX18eOWg0YjVCdOwq+/fU63CQUCdI1tgq6xTezy+u7At1s3+HbrxncahEfa5GQUrFoFzb17kERGwm/IEHhUr853WoRUmXf7dhAGB8GQnVMuJpTLXbIn1ZPw6dwJga+9itx5803WvZ5+GkGvT7LJHhqd5WEWGr3BJnuQJ+NRqxYYqRRscbHZuLRxI44zIsT2qNDkIpQHDiD9k2nQ3x8Zy0gk8B8xAiHvvweGqbAZPkFpz46YBfOR9tFHUB89VromkUDerx9CP/mY5+ysC5k8Gf6DBkGxezdYvQHeHTvQhxQ3IpBJK4jTFSxCHJVy/36kvPGmSY/AvOV/I+LrryHv41STjAkphxGLEfXjj0gePwFGlerhulSKiB9+sEs/NNZohPLAAWhu3oQ4LBw+3btB4OFh831sJeS99yDv1w9F27aD1Wrg9XQ7eLVuZbPXb1czCOvOpJqNta8ZbLN9yOMT+vrC/4UXkLdgQbmYODYGPj168JAVIbbFsBamVTkzhmFSIiMjI1NSLI/ediWaO3dxt18/s42sQ957F4GvvcZDVs5Nm5ICfVYWJNWq2fRkmObOHWjv3oU4KgqeDnoVjzgfQ0EBbnboCFajKRcT+Pqi5v59EEitF6MIIdwzarW41bETDHl55WKMVIqa+/c5xTACQiqiz89H4br10CYmQhwdBb/+/SEKCrL5PtqUVCSPG2cyKEUYEICoX36BrJl7Nh2/laVE/7mHodDoTdZ9PERYP+lp1AhxrimxVWFQqsAIBQ7xnog1GJA95yfk//03jEolwDDwatcO4Z9/BnF4ON/p2UxUVBRSU1NTWZaN4jsXwi0qNLmAjC+/Qv6yZWZjopAQ1EjYa5epU5pbt5Dz+x9QHTwIRiKBz7PPImjcWIiCbf90JKkoGyuvH8DN/DSEeQVgSO12aBgUa/N97EWfn4+0996H6vDhsjVps2aI/GGmS30zsSXNnTsoPnsWQrkcXs88A4GEpqJYk796NTL+Nx149Gu6SITI776Fb8+evOVFiK2xLAvVwYNQnzgBRiqFvFcvSOLi+E6rUhR79iBl0usW4+FffWWz8eakatRnziJ3/vzS70t+fpD37YuAUSMd+qSMO7o7ZChKLlwoty7080ONhL0OUWDgw9X0Ivyw8zr2Xiu9+dC5Tgje7V4bdcPdo5CtOn4C2bNno/jsWUAggPczzyDk/fcc4vS/Ua2GNikJQv8AiEMtN4d3VlRocl9UaHIBiSNHWe3RUvPoEZv3ayq5fgOJw4eXVuAfIY6ORtzqVTbd71DqFby+53eUGHRlawwYfNJ6CIbX7Wizfewp8eWRUJ8oP1nTo1YtVNu4ga43PsKo0SDtgykmza2F/v6I+O5beLdvz2Nmjq/44iXkr1wBXUoqJHFx8H/xBTo5R1yKQalC8rhxKD59+uEiwyD4zTcQNGECf4lVUsGGDUifanmqYcjUKQgcNYq7hIhZyv37kTzpdUBveiJE1ro1YubPs8vDPPLkii9fxr2Blhtoh8+YAb8B/TnMyPHoDaX9mkRC9xk8rj59GomjRgM6ncm60M8P1db9A3GE5enNpOqo0OS+3OerjAsTh4VZjAm8vSH08rL5njm//FyuyAQAuuRk5C9bbrN9DEYjPjm0zKTIBAAsWHx9fA0y1QU228teii9fNltkAgDNjRtQHT7CcUaOLevbb8tNUDPk5yPljTehS7M8OYUA0oYNEPHVV4hdvAjhn02nIhOxG9ZohOrECSj27IE+p3yTX3vJ+mGmaZEJAFgW2XN+gsrC11lHJmvWDLDyoEHWvAWH2RBLMr/7vlyRCQDUx45BsXcvDxkRcyp6j6BLNd+nyJ2IhAK3KjIBQM7cueWKTEBp24G8JUt5yIgQ9+BeX2lclN/QIRZj8v79wdjhypFy337LMQtjWivjZMYNZKjNjwDVs0Zsu3vabMyRaG7etB6/cYOjTByfQalCwfoNZmNsSQny16zhNiFCSDmqEydwu1t3JL08EimTXsfNTp2R8fkXYA32nV5k1GpRuPFfi/GCtWvtur89SGJiIH++j9mY1zPtIW3YgOOMuFNy/TqKtm1D8fnzfKdilfbePZN+P/+l3EOFJkfhER9vPV7depy4JtVxyw8hVEePcpgJIe6Fps65AFmzZgiZMgVZM2cCj7zR92rbBiHvvG2fTa1d9RLYrn6p1JVYj2vNjwV1JOLQUOvxMOtxd6LPzLA46hUofcPv7M5l3cHWu6dQrNehTXhtdItrCrGArl0Q56DLyEDK+AkwqtWPLOqQ//ffEPj6IOStt+y2t1GlAvvovv+hz8q22972FP7FFxAGBKJgzRoYlcrSvlP9+iL0/ff5Ts0u9Lm5SH37HZOTvp716iFyzmxIoqN5zKyS6Oq7w/CoXh1eTz9t0g/zAVFEOHy6duUhK8I3gaenycRDkxhN5SXEbqjQ5CICR4+C73M9ULRtO4wqFbxat4Kshf2O3Pt07YKirdssxGz3jbxJSDzEAiF0RvNPyluG17LZXvYia9UKkthYaBMTy8WEgYHwpjc+ZUQhIWA8PMxOTwMASZQTfgh5xJfHVmHZ1X1lP15z4xDqXYrGwmcnQ+5h+yuuhNhawerVpkWmR+SvWImgCRPs1hxZKJdDFB4OfXq62bizXhVlJBKETvkAwZPfhD47G6KAAAjscOXdUaROfgvqU6dM1kquXEHy2HGI37zJ4fodSeLiIKlRHdpb5k81+XTpzHFGxJqImd+XFjKPHStbk9Sojqg5c+xywp84Pt9evVCwerXFGCHEPujqnAsRh4UhcPQoBL8+ya5FJgAIeuMNCM00/PaoWQP+w1+03T5SXwyr/YzZWKuwWmgZ5viFJkYgQORPP0EUYjpJQujnh6iff6Zpao8Q+vjAt09vszFGLIbfkMEcZ2Q7e5MumBSZHriSm4wfTm3gPB9CKsPaVWBjYSH0mZl225sRCBA4aqT5mFRq0+89fBB4ekISHe3SRabiy5fLFZke0N69C+WBAxxn9HhCp0wBxOJy615PPw3vTp14yIhYIvL3R+yihai2YT0ivv8OscuWovrmzQ4xXYzwI/jNNyCJLT+pWtaqlVO/ryTE0dGJJlIpHtWqIW7NGuQtmA/lgYNgJBL49ngWASNHQujjY9O9Pmw1CP6e3lh2NQF5JUrIRB7oW6MV3mvhPJNDPGvXQvVdO6HYuROaO3cgiYqG73M96MiuGWEffgh9RiZUhw6VrQm8vBD+9QznvFZx3/pblvsAbL5zEtPaDKMrdMThiUItD59gJBIIAwLsun/AyJEwFCmQu3Bh2TU6cXQ0wr/4HJKYGLvu7WoU+/Yhb9FiaG7ehDg8HH5Dh8Bv0CC7TkHV3rljPX77NuCAhRvv9u0Rt2wpcufNR/G5cxD6ySHv1w/+L73kcCew/kt96hRKrlyFKDgI3p072+3EoaPxrFMHnnXq8J0GcQCioCDErVmNgjVroTx4EIxYDN8ez0Lepw+dciPEjhiWZfnOweYYhkmJjIyMTElJ4TsVYkM6owF5xQrIPWTwFNE3BldXfPESis+ehVDuC5+uXZ3+Kf/wrTNxOtNyQ9lTw3+Et0TKYUbEVRkKC5G3eAkUu3aBNRjg/cwzCBg9GuLQkIp/cQVKrl/H3f4DAKOxXEzerx8ivvm6yns8DoNSiZILFyCQyeDZuLFdiyOuKO/vv5H5+Rfl1v1eGIbw//3PbvuqT51C4oiXLMYjfpgJOV1lsQl9Xh5SJk5C8blzZWtCf39Ezp4Nr1Yt+UvMxWju3EHhpk0wKlWQtWgBny6dwYjoOT4hD0RFRSE1NTWVZdkovnMh3KJCEyGEcOCbE2ux6PIes7Fq8lBsGzCd03yIazIUFuLei8PLTckShYQgbsXfEEdGVnmP/FWrkfHllybjoqVNmyL6j98h9PWt8usT+zKq1bj5TAcYlUqz8fitWyqc3lUVd/r0gebmrXLrwqAg1Ni7h66T20jyuPFQ7i8/IVjg7Y0ae3ZDKJfzkJVryfn9d2TPnmOy5lGvLmLmz4fITHsJQtwRFZrcF/VoIoRUSrHWAI3evuPMXcmIuh3hJfY0Gxvb8FmOsyGuKm/JUrOj2PVZWcj+7Teb7OE/dAhq7NmNkKlTEDRxImIWzEfs38upyOQkVMePWywyAYBit/mCuK1EzvmpXMFTGBiI6Lm/UJHJRrQpqRb7XRmVShRu/JfjjFyP+szZckUmANBcuYqsb77hISPHZigoQMaMGbjRpi2uNWqMpFdfs9ivjRDiGuhsJyHkiZy4m4eZO6/jxN08CAUMOtUOwdTnaqNGiG17c9kDazRCeeAANNeuQxQaCt9nu3PWJyvKJwjzur+Bz46uwLW80tOWgZ4+mNC4J/rXbMNJDq4oT6WFp1gAmYSbb2fae/egz8mBpHp1h3xirdi1y3Js5y7gyy9tso84JASBo0bZ5LWIe/GIr4bq27dBsTcB2rt3II6MhE/37m7TO4gLupQUwMqNBW1yMofZuKaCf9ZajBVt246wTz91+iv/tmJUq5H48khobtwoW1MdPgzV8eOI/uN3eD/9NI/ZEULshQpNhJDHdiYpHyPmH4dWX9qfxWBksftqJk4n5mHTG+0Q5e+4zc116elIGjPGZER15jffIGrObHi1bs1JDk1D4rGh78e4U5ABtV6DWv6RkAjpy3BlbLuYjtm7b+J6pgIiAYMudUPwSa96iA6wz59BbUoK0qZORfGp0wBKG1/LB/RH2EcfOVQzUdZg5ZShXs9dIsRhebVsCYG3t8VTTT5dOts9B0Yshu+z3e2+j7uSxMYAAoHZXmoAIIkrP4GLPBl9To7FGKvVwlBURIWm+wo2bDApMpXR65E9azYVmghxUXR1jhDy2H7ac7OsyPSofLUO8w/d5SGjx5f63vsmRSagdBx7yutvwKBQcJpLvF8YGgTFumyRKbOoBLezlTAY7dMDcPuldEz8+wyuZ5b+d9MbWey4nIkhfxxFvkpr8/2MWi2SRo0uKzIBpR8kClauQsZXM2y+X1V4d+hgOdaxI3eJEIcl8PJC8FtvmY35DRtKY+BdgDg83GLBUCCXQ/788xxn5Hqk9etbjImCgyEKDuYwG8emOnDQYqzk0iXoc3M5zIYQwhUqNBFCHtuRW5bfDBy+ZfnpHt80N2+i+PRpszGjUomizZs5zsg13cxUYNifR9Fqxh50+WE/2n27F8uPJ9p8n1m7bpq9FZJeWIIVJ5Nsvp9i27bSqyhmFK5b51BvkgNGjYQoNLTcusDHB0ETJ/CQEXFEASOGI+rXXyFr1QrCgAB41q+PsM8/Q5gdJ84RboV/+SW82ppeyxaFhSHmj98h9HH8q+6Ozm/oUAgs/D4GjBpFk+cewYit/14wQiFHmRBCuERfBQkhj81TLIDWYP4ovlTsuG8UdOnp1uNpaRxl4rpylBq88Ncx5CgfnihKLyzBx+svQSRgMPSpGJvsk6fSlp1kMufo7VxM7FjDJns9UHLlisUYq9NBc/MWRIGBNt2zssQhIYhbuQI5v/6Gop07Ab0e3h07ImjiBDqpQkz4dO4En86d+E6D2IlQLkfMggUovnwZmqtXIQwKgne7dnYtgKhPnoRiz14AgHenTvBq1dJue/FNHBqKmHl/If2TT8qmKAq8vBAwahQCX32F5+wci0+3blDs2m02JmvdGkI/P24TIoRwggpNhJDH1rtxBP4+bv7ESJ/GERxn8/gk1aoBDGOxOaoknj6AV9WK40kmRaZHzU24jcHNoyEQMFXex0MkgFDAWLyW52WHpuDCwCCrcVFggM33rApxeDjCv/gc4V98zncqhHBOZzRgb9J5pKvyUV0ehqcj60LAuO8Bfmn9+lavedkCazAg9d33oNi+vWwtb9Ei+HTrhshZP7rs6R5p48aI37QJJdeuwahQwLNePYfoy5RfosT+lEvQGw14OqIuwr35/R7l+9xzKNywAaojR03WBd7eCP3gfZ6yIoTYm2t+5SfExbEGA5QHDkCXmgZJtTh4tW0Lhqn6h/iKvN21Fo7cysG9XLXJ+lNx/hjR2nGbi0qio+HduTOUe8qP7RaFhMD3uR48ZOVaTiXmW4wl5amRo9QgxNezyvt4eYjQpU4Idl7JNBvv28T2BU953+eR/fPPgE5XLubZuBE8ata0+Z6EkCd3KScRk/b8jkx1QdladXkY/ug2CVE+1gvGpPLyV6w0KTI9oNi1C3nLlrn8hErPOnX4TqHMkst78cPpDdAYSr9fCRkBRtTrhKlPDeTkfaI5jFiMqN9/R8HKVSjcvBlGpRKyVi0ROGoUJLGO+96xMlTHjqFw/QYYCgogbdoEfoMHO8yJZ0K4xrBWxp86K4ZhUiIjIyNTLPTUIMSZlVy/jpSJk6BLTS1b86hZA1G//Q5JVKTd9y9U67DiZBISrmVBLBTguYZhGNgsCp4OfHUOAAwKBVLfew+q/QfK1iTx8YicPQuetWrxmJlrmLzyLDaeM38FUSxkcPbT7vD2sM2zjeQ8NQb/fhQZRSUm670ahePnYU1tcnLqvwo3bULaRx+bFJtE4eGIWTAfHtWq2Xw/4vz0eXnQ3rsHUUgoJ1+b3Z3WoEOXNdOQXVxYLlYvMBrrnv+Ih6zcw53+A6C5etVszKNmTcRv+pfjjNzT4dSreHXnT2Zjn7YehhfrWh4WQaou87vvkbdggcmaMDAQsYsWuvUDqaioKKSmpqayLBvFdy6EW1RoIsSJsDodbnV/FnozPYc86tVF/Lp1PGTlXDS3b0Nz/TpEISGQNm/O2xM+V7P/RjZGLjhhNtarYTjmDm9m0/3yVFqsOJGEY3dyIZMI0bdJJHrUD7NLkekBXUYGCjdsgD4rG5716sK3Vy8IpFK77Ueck1GjQcYXX6Bo479g7xcmvdq2RfjXX0McGsJzdq5ry52TeHf/AovxVb0/QONgxygKq0+fRsE/66DPzYFnvXrwHzYMYjNN/J3FzfbPQJ+dbTYm9PdHraNHOM7IPU3Y/SsSki+ajcXLw7B1ADX7t5fic+dwb9gLZmPSFs0Rt2wZxxk5Dio0uS+6OkeIE1HsTTBbZAIAzZWrUJ89C1nTphxn5Vw8qld3m6bIBqUSBatWQ5FQ2pzVp0tX+A8ZbJceEh1qBWNkm1gsPmo6ZS4uUIZpvevZfL8ALwkmdaqBSZ1s2/jbGnFYGILGj+dsP+Kc0qdNQ9G/m0zWVEeOIPm1V1FtwwaasGQnyQrrk0+TFTkOUWjKnjsXOT//UvZj1f4DyF+2HDHz50HaqBGPmVWeZ716UO7fbz5m5/5Q5KHEIvPFvtJYFoeZuJ/C/3zNf1TxqdPQpaVBHOG4vUwJsQcqNLkpVq+HYudOFO3aBRhZeHfoAN/evSCQSPhOjVihS7Y+ul2XnAxQoYkAMBQUIPGll8qm4QClb3YKN25E7NIldhlv/VnfBujZMBwbzqVBqdGjdXwA+jeNhMwODboJcUS6tDQUbd5iNqa5eQvKffvg06ULx1m5h2py6yeC4uVhHGVimebWLZMi0wNGhQLp0z5F/MYN3CdlAwGvvALlwYOA8T9TaRkGga+M5icpNxTjG4w7hRkWY8R+jCql1bhBqYSYo1wIcRT07t8NGbVapIwfbzL9QbFjB/JXrEDMwoUQevM/MYOYJ4mLsx53saaKpPJy580zKTI9oLl2DXkLFyL4zTftsm+r+EC0iqfGl8SxKfYmoGDdPzDk5JZeXRoxAh7xVT/tUnLtWvkP24/GL1+mQpOddI5pjEjvQKQqc8vFmodWR73AaB6yMlW4abPFmOb6dZRcvwHP2s7XM9CrVUtEzvwemd9+B31m6aAGUUgIQt5/D15t2/KcnfsYXrcj9lm4Oje8Tkduk3Ez0hYtULjRfC8yYXAQ9XIkbsl95726sfzlf5cbMQoAJRcvIvfPP3nIiDwu744dIY4031TWs2FDSBs35jgj4qiKtm6zHNuylcNMCHEsmd98i5SJE6HcvQfF584h/++/cXfAAKiOHa/ya4sCrI8RFwZQEdZexAIh/ur2ermTS02C4zGr4xiesjJlVFo/9VDRqQhH5tuzJ2rs2Y24VSsRt3IFauzdA3mfPnyn5VbaR9bDlKcGQiJ8eI5AwDAYUbcjhrtBI3DF7t1Ifv113BsxApnff28yNMfe5L17W3zYGzRmLBgxnWci7oeagbuhOwMGQHPF/HQQUXg4at7v5+LKjFotijZvgfL+v6t35y7w7dXTKa4Oam7dQsqk16FNfNgLx6NeXUTPnQtxeDiPmRFHcuPpdjDkln+yDwCi0FDU3L+P24QIcQAlV67g7oCBZmOSuDjEb9ta5QEBt3v3hvbW7XLrjIcHauxLgMjfv0qvT6xjWRbHM24gTZmHGn7haBQcx3dKZYq2b0fqW2+bjQl8fFBz/z4IZDKOsyKuJr9Eib3JF6A3GtAush4ivV2/wJ3+v+koWLXKZE3g44OYBQsgbdiAkxx0mVnInDEDij17AL0eoohwBI0ZA/8XzDcJdxfUDNx90dU5N2RUWH5iZiwq4jATfhhVKiS98iqKz58vW1Ps2o2C1asRM3+ew7/J86hRA/HbtkJ19Ch0qanwiI+HrEULvtMiDsarbVsUbTLfnNLr6ac5zoaQ+3JvA+f+BlTZQEQToOEQwMObs+2Ltlk+6ae9dw+aq1fhWa9qzesjZ85E0quvmRR6GbEYEd99R0UmDjAMg9bhtflOwyyfrl3hUacONNeulYsFjB7l8O8/iHPw9/TGwJruc2VRffJkuSITUNr7LOOLL1BtdfmYPYhDQxA1ZzYMSiWMSiVEwcE0/IG4NSo0uSFZs2YoTE42G5O2aM5xNtzLXbjIpMj0QPHZs8hbvBhBEybwkNWTYQQCeFOxgFgRNHYMlHv2wKhWm6wLfHwQ+NprPGVFrFGfPYvcP/+C+swZCH19Ie/bF4GvvgKBVMp3arZxagGw5V2Avd/D6Mxi4MBMYOQmIJCbSZDG4hLr8RLr8cfhWacOqu/YgaJN/6Lkxg2IQ8Mg79/PqcfXE9tgRCLELFyAzK+/hmL7DrBaLUQhIQgYPRqBo0fxnR4hTqlwi/kBDABQcuECtMnJkERz16NN6O0NoTd3D1AIcVR0dc4Nldy4gXtDh4EtLjYNiESIXbwIsubcF5u0iYko+GcddBnp8KhZE34DB1bY66Kybj37LHSJ5qe3SeLjUX2r5W9YhDiTkitXkDVnDlQHDwEAvDt0QPBbk+FZ2zGf9rsz5cFDSJ44EdDpTNalzZsjdtFC5+/vkHcX+LnZwyLTo2LaAK9s5yQNxd4EpEycaDYmlMtR48B+CDw8OMnFVbFGI/TZORB4edFwESuMKhUMSiVEgYFgRPTcl5DKSpsyFYUbN1qMV9u40Smb7LsKujrnvug7mxvyrFULMfPnIfPbb1Fy/gIAwKNOHYS8+y4vRabCf/9F2kcfA3p92VruX/MQ89efdmlubVSqLMcUCpvvRwhfPOvVQ8wff4DVagGGcf5ihQvL+v77ckUmACg+fRpFO3ZC3rsXD1nZ0PkV5otMAJB0tPRKHQenmrw7doC0WTMUnzlTLhY4YTwVmaoof80a5P7xJ3QpKYBYDJ+uXRA69UOIQ0P4Ts3hCLy8IPCiQhwhVSVr09pioUkUGgqP6vEcZ0QIAWjqnNuSNWuGaqtWocaB/aixLwHxG9bDu307zvPQ5+Yi/ZNpJkUmoLRXVOoHH8AeJ+6s9TOSPfWUzfcjhG+MREJFJgemTUmF5sYNi3HlXhcY0KDKriCew0kajECA6D//hP/LL0Fw/2qDJD4e4TNmIHDUKE5ycFX5K1YgY9qnpUUmANDpoNi2HUkvvwzjf09QE+JgWKMR6jNnoTp6FEaV5QeSxPH49uwJDwsntYMmTaQTg4TwhP7muTlxCL9PGYu2bC09bWGGLjEJxWfO2PyUVeCYMVAmJJTbl/HwQOBrr9p0L0IIqQgjqGDKmcAFnglFNi/t0WSOWAaE1OEsFaG3F8I++gihU6eC1WhcpwcWj1i9Hjm//W42pk1MROGmTfAfMoTjrAh5PMqDh5AxfTp0qakASk+bBY4Zg6Dx43jOzHFdzL6HhZf34FJOIgKlPhhYsy0G1GwDAcP99yuBRIKYRQuR9cMPKNq8BWxJCSQ1qiNo3DjI+/ThPB9CSCkXePdKnJmhoKBK8cqQNqiP6Hl/wbNxo4drjRsjZv68Kk8bIoSQJyWOiIBHvboW4z5du3KYjZ00GAj4xZiPtXgF8JRzmw9KTzdRkck2tPfuQZ+VZTGuPnGSw2yIqym5cgUpb7+NG+3a4/azPZD98y82O3WkuX0bKa+/XlZkAkr7Z2XPno38VattsoerSUi+iBe3zsTWu6eQpMjG2aw7+OTwMkw5sJi3nET+/oj48kvUPnkCtU6dRPXNm6nIRAjP6EQT4ZW0iZUeTCIRPBs0sMu+Xi1botqqVdDn5AAMA1FgoF32Ia6D1etRtHUrirZtB6vRwKttG/gNHgyhnPsPyMT1hH4wBcljx5Y7aSlr0xo+XbvwlJUNiaWl0+U2vg7cO3h/zQt46hWg62f85kaqrKJeQwJqCk4qSX36NJJeeRWsRgMAMOTkIGfuXCgPHUTskiVV7quWt3Rp2Wv/V+6C+fAfSifxHsWyLGYcXw2d0VAutunOCQyr0x7NQ2vwkFkpRiyGkFoFEOIQqNBEeOXVrh0869dHyeXL5WLyfn3tPg5aFBRk19cnFVPsTUDugvnQXLkKYVAQ/AYOROArox2qpxCr0yF50iSoDhwsW1MdOYL8lasQu3wZjS0nVebVuhViV/yNvPkLoD57FkIfH8j7Pg//l15ynf4S/nHAqM1A/j1AlQsE1eDlJJMrKrl+HfkrVkCbmAhJTCz8XxgGzzrcXUcUh4dD1qIF1KdOmY3TyQJ+GYxGJCRfwJ6kC2DBonN0I3SJaQyhE1zLzfp+ptlCUMn5CyjavBl+AwdW6fU1165bjOkSk2BUqyGQyaq0hyu5kpuMZIXlnno7753ltdBECHEcLvLulTgrRiBA9Ly/kDH9Myh27wYMBjAyGfwGDUToe+/xnR6xs4K1a0ubwd9nTEpC9qxZKD53DtG//cpjZqYKN240KTI9oEtJQfaPsxDx7Tc8ZEVcjbR+fUT++APfadiff1zpP8QmCjdtRtrUqYCh9ISB+ugxFKxdi4ivZ0D+/POc5RH2v0+ROHIUDHl5Juv+L73Ey0RbUkpr0GHint9xKPVK2dqGW8fQOrw2/ug6CR4ix3mo81/6/HwUnztnMa7Ys7fKhSZRcLDFmMDXF4ynZ5Ve39UYLU0PvU9fQZwQ4j6o0ER4J/L3R9Sc2dDn5kKfnQ1xVDSEdMyeV/rcXCj27gX0eni1awdJdLTN92C1WmTNmm02pkxIgOr4CXi1amnzfSujcMsWi7Gi7dsRPuMrMEJhlfZQnzmLvIULUXL1KkRBQfAbNBDygQPBMBU0iiaVYjCy+PtEEtacSkaOQoP6kXKMfSYeT8UF8J0aIY/NoFQhY/r0siLTw4ABGdM/g3fnLpx9P/WoWRPx/25E/urVKD53DkK5H+R9+8K73dOc7E/MW3pln0mR6YFj6dex6MoejGvUg4esbMQG3x/9hgyGYtcu87EBA8DY+dRX0Y6dyFu6BNq79yCOioT/Cy/Ar18/u+5ZFXUDoxEikyNLXWg23jG6IccZEUIcFRWaiMMQBQZSryQHkDt/PrJnzwGr05UuMAz8hg1F2Kef2rToUXzpEgy5uRbjyn37HKbQxKotj+ZmNZrSD3lVKDQV7diJ1HfeKfuwqEtJQfG5c1CfPoOIr2dU+nWJZW+tOodN59PKfpxWWIK917LwywtN8VzDcB4z45YuLQ2au3chDo+AR3w1vtMhT0iZkGCxKbJRrYYyYS+n19ZEQUEInjiRs/1IxTbcOmY15siFJpG/P6RNmlg81eTTuVOV9/Bu3x6B48ch9/c/TNZlrVohePKbVX59a3L+/AvZP/5Y9mNDbi7Sz1+A5uZNhL7/vl33riyRQIh3mvfDhweXgAVrEns6oi7aRVgebEEIcS9UaCLEBgxKFYq2bYUuLQ0e8fHwefZZCCQSvtN6YsqDB5H1/UzTRZZFwYqV8KhWDQEvv2y7zSooWjFCx+kdIWvZEsXnz5uNSZs2BVOF/9asXo/MGTPKn0gAULh+PfxfGAZpo0ZmfiWprBN380yKTA8YjCy+3HIV3euHQShw7ZNkBqUS6R9/Uvok31h61UHWsiUivvsW4rAwnrMjj6uiyVu2msxFnFeBxvKfgYISx//zEfLB+6XNwEtKTNaljRvDt3dv2+zx1luQP/88irZuA1tSDK+2bSFr08auJ4r1+fnImTvXbCxv4SIEvPgixJGRdtu/KvrVaA1/D2/8dXEnLucmIsDTBwNrtsVrDbvRKWxCSBkqNBFSRerTp5E8cRKMhQ+PEYtm/oCYeX/Bo2ZNHjN7cvl/r7AcW/63TQtN0kaNIAoLgz4jw2zcp1s3m+1VVf4jRqBg3bryJ7CEQgRNmlSl1y6+cBH6zEyLccWuXVRosrGdl83/mQOA1IJiXEwtRJNoP+4S4kHa+x9AmZBgsqY+cQLJY8ai2sYNdr8uQmxD1rJladGeZS3EW3GcEXE0TUKqYVfiObOxpiHx3CZTCbJmzRC34m/k/jUPqpMnIPTyhm+f3ggcNarKE+ce5REfj+DXq/b9/EmoDh+xOO0ORiMUCfsQMGI4Z/k8qQ7RDdAh2j6ToQkhroHeSRJSBcaSEqS8/oZJkQkA9JmZSJn8FlgLb/4dlTY5yUos2aZ7MUIhQj/80OyVM3m/fpA2bmzT/apCHBqC2KVL4d25M3D/A7hngwaI/v23qvcfqaBxJmugxpq2Zqzgr6XRyf7ePinNnTvlikxlsZs3oTpYvvE9cUwe8dUsnurw7d2brkMSjGn4LMSC8t9nRYwArzXszkNGT86zbl1E/vgDah08iOrbtyF40iQIvKiXJyGEODIqNBFSBYpdu2DIzzcb0965A/XJkxxnVDWSuLhKxSrL99nuiF22FD7du0McFQVpkyYI/+pLhDtgXyKP+GqI/nUuap86iVrHj6Ha2jXwbt++yq8rbdgQQiu9ybw7dqjyHsRU17ohFmOhvh5oFCnnMBvuaa5dsxovuWo9ThxLxIyvEDhuHITy0j+3QrkcgWPHUn83GzAWF4M1Onexv1FwHH7tOhE1/R72nqsuD8MvXcajWWh1HjNzb15PtwVj6USWQACfTh25TIcQQmyOrs4RUgXWrjw9TvxxGZQqFG3dYtoDyoZHxh8IGD4cyt17zMb87XSEW9a0KWRNm9rlte1BIJPZ9PUYiQQhb7+F9E+mlYt5d+4Mr5aO0RD9vwxKJdQnT4IRiSFr1dKpepK1rRGErnVDsPtqlsk6wwBTn6sDkQP1B7MHa+O8HydOHAsjFiPk7bcQ/PokGIqKIPT1BSN23JH1zqBg/QbkzpsH7e3bEPj4QN6vH4InT3baibjtI+uhff9Pca8wCyxYVJOH8p2S2xP5+yNo0iSTZuAPBIwe5bD9mQgh5HExzna153EwDJMSGRkZmZKSwncqxMUp9+9H8rjxFuPVNm6AZ+3aVdpDffIkkie9DmNRUdmaKCQE0fP+gmetWlV6bXPyli1H1syZDxtvikQIGDECoVOn2Hwv8pAiIQF58xeg5MoVCIOD4DdwEAJHj3LID4w5f/2FnN9+B6tWAwCEfn4I/ehDyJ9/nufMHp/OYMT8Q3ex+lQycpVaNIj0xdhnqqNDLdcvsrAsizs9e0F79265mMDHBzX3JdC1FOK28pYsLR3Q8B/SJk0Qu3wZmCpMGCXkv4p27ET+0qXQ3L0LSVQU/F98AfK+fflOixCbiYqKQmpqairLslF850K4RYUmN2RQKqFLTYMoJBgif3++03FqrNGIO88/D+2t2+ViXm3bIGbBgiq9vrGkBLc6doKhoKBcTFKtGuK3brHLhA9DYSGUBw6A1enh9XRbiEPp6ScpVfjvv0j7wEzRUSBA7NIlkDVvzn1S5ImVXL+OpNdegyE7p2xNIJMh8qefqt53jBAnZdRocKtDR7PfcwEg6te58OncmdukCCHEiVGhyX3R1Tk3YtRqkfXNtyhYvx5scTEgFsO3e3eEfTqtrLcDeTKMQICYP/9E6jvvovjcubJ1r2faI+Lbb6v8+opduyy+4dXevQv1yZN2uVollMsh79PH5q9LnF/uwkXmA0Yj8pYspUKTk/CsXRs1du5E0ZYt0Ny+A3F4OOTP94HQz4/v1AjhTcmVKxa/5wKA6tBhKjQR4uZYoxGqo0ehS06GJC4Oslat7PLQlxBnR4UmN5L+8Sco2rTp4YJOh6ItW6DLyEDc8mX8JebkxBERiFu5AiXXrkGXlgZJXDWbTfrhqgcUIY9Lc/NmpWKVoTx0GEVbtsBYXAxZy6fg17cvXemyIYFUCr9Bg/hOw2EYS0pQtG07NNeuQRQSAnnf5yEKCuI7LfIIg1IJxa7dMBYVQtq0KaSNGtn09QWenlbjjNR6vCqKz52DPjcXnnXqUH8eQhyU5u5dpEycZHL13KNmDUT99hskUXRgh5BHUaHJTWhTUlC0ZYvZWPHp01AdPwGvVo7ZdNhZeNapA886dWz6mh4V9GCqKE6IrYnDwqCzcC1ZHGabK5YsyyJ92jQUrv2nbE2xfTvyFi9G7JKlEIdanhpHSGVo7txF0quvQp+eXraWPWcOImZ+D9/uzjEC3tUVbd+O9I8+hvF+bzgA8Hr6aUT9NMdmBWjPunUhiY+H9s4ds3Hfnj1tss+jSq5fR+q77z68gi8QwPe55xD+1ZcVFr4IIdxhjUakTJgI7b17Juuam7eQMnES4v/dyE9ihDgo1x6tQ8oUnz8PWBnRW3z+PIfZkMfl1a4dPGrWMB9r26bKjcYJeVJ+Q4ZYiQ21yR7KvXtNikwP6BKTkPXddzbZg/CHZVkoDx1G1pw5yF2wEDoHOJmZ9sEHJkUmAGC1WqS9/wH0eXk8ZUUe0CYmIvX9D0yKTACgOnwYGV9/bdO9wv73PzBSabl1/5degrR+fZvuZVCqkPTqa6Z9Ho1GFG3ZgozPv7DpXoSwej1Krl2D5k75QRCkYqpDh8oVmR7Q3LgB1fET3CZEiIOjQpObqKjvhtCPejQ5IkYgQPQff0DarJnJuleHZxBpZiQuIfYW+Mpo+PZ8znSRYRDwyivw7fGsTfYo3PivxZhi504YH0xEJE7HUFSExBdeRPJrryH3t9+R9d13uNWlK/JXrOAtp5Jr11By6ZLZGKvRmF45tyNjSQmMWi0nezmbgrVrAZ3ObKxo02YYFAqb7eXVqiWqrfsH/i++CGnjxvDu3BlRc39B2Mcf2WyPB4o2b4IhJ8dsrHDTJuhzc22+J3FP+WvW4FbnLrjbrz/u9OyJO/36Q33mDN9pVRrLsriam4wL2fegMxo42VN7L9F6PPEeJ3kQ4izo6pyb8GrdGqLw8HJPbAGAkUrh26NHlfdgDQaojhyBPisbnnXrwLNevSq/JrnfA+rv5Si5fgO61FRIqsXBo5ptekAR8qQYkQiRP/6IgFdehfLAfjAiMXy7d4MkLs5mexiKiizGWJ0OxuJiulLipDK/mmEyOAEAoNcj4/MvIG3a1ObXjx+HPju7SvGqKj53Dlmz50B97BggEMC7QweEvPM2PGrWtOu+zkSbbHmKMKvRQJ+dDaGPj83286hWDWGfTrPZ61miuWGlr51OB+3duxAFBto9D1vKUpTgcloRAmQSNI724zsdAqBo61ZkTPvUZE1z7RqSXxuDauvXQRIby1NmlXMo9Qq+OLYKiUVZAIBgqS/ebNYHg2u1s+u+ktgY6/EY5/p9JMTeqNDkJhihEJHffYvk8RNgVKkeBsRiRMz4CkJf3yq9fvHFi0iZPBn6tIeFLFnr1oiaPYumGNmIZ+1a8KxNPZmIY5A2qA9pA9teI3lA1qxZ6YduMyTx8RD5+9tlX2JfBqUSRdu2mQ+yLArWrEXYtE+4TQr3e92JRIBebz5et67d9i6+dBmJI0eB1WhKF4xGKBMSoD5zBtXWroEkOtpuezsTSbU4izFGJoM41Db94bgmCguzHneify+dwYhPN17G2tPJ0BlYAECtUG/8OKQJGkTSqXk+5fzxp9l1o1qNvKXLEPbJxxxnVHnX81Iwcc9v0Boefr3OLi7CtMPLIZd4oXtcU7vt7dW+PcSxMdAlJpWLedSsARn1uiXEBF2dcyOyp55C9e3bEPzWZPj26YPAceNQfesW+D73XMW/2AqDUoXkseNMikwAoD52DGkfOc83L+JajBoN8pYswb2hw3Dn+b7ImDED2pRUvtMij8Fv2FAIAwLMxoImjOc4G2Irhvx8sFauhukyMzjM5iFxaCjkvXqZj0VHw7dbN7vtnfPbbw+LTI8wFhYib+Eiu+3rbPwHDwZj4RSjX//+TjuNUt6vLxiJxGzMq20bpyo0zth6FStOJJUVmQDgRqYSLy84gUK1+WuPxP6MGg00169bjBdfuMBhNlW36PJekyLTo+Zd3GnXvRmBANG//VbuBJikenVEzZ0LhmHsuj8hzoZONLkZUXAwgsbb9oNa0ZYtMOTnm40pExKgTUmhkZ+EU0atFsmvjYH65MmyNc2NGyja+C9ily2lKykOThwSgtjFi5Dx5VdQHz9euhYZiaBJkyDv04fn7Oyr+OJFFK7fAENBPjwbNYJf//4Qyl3jNIAoNBQCuRzGwkKzcU8ep2iGfTYdEAhQuGlT2ckmabNmiPjuW4uFAFtQHT1qOXbkiN32dTbiiAhE/fwz0qZMgeFBc3aGge9zPRDywfv8JlcF4pAQRPwwE2nvfwD2kd5zHjVrINzGTc7tqahEh5Unks3G8lRarDmdjNfax3OcFQEARiyGwMvL9DbDI5zthPClHMt9ki7lWu+hZAse8fGI37YVqsOHoU1OhiQ2Fl5t21KRiRAzqNBEqkx718r0CpaFNjGRCk2EU0X//mtSZHrAUFiIrB9+RPTvv/GQFXkSHjVrInbxIuizs2EsLoY4KgqMwLUP4eb89huy5/xU9uOirduQN38BYhYvhke88/dlE0gk8H/xBeT+9nv5mExmdaKhvQk8PRHx9QwEv/0WtLdvQxQSAo/q1TnZ1/CfSWoPmJt8Zm+FxTrsvZaJYq0RT9cIRGyg45wU8m7fDjX3JUB56BAMhUWQNmnsEv0Kfbt1g9e+BBRu2QJDbh4869eDd8eOYIRCvlN7bEm5ahTrLDdkvpZhu2bt5MkwAgHkffsi/++/zcbl/ftxm1AVBUp9cLPAQszTdn3arGEEAni3b8/JXoQ4Myo0kSoTR1svIlGRiXCtaIfl49PKAwdKm0nz8CGOPDlRcDDfKXCi5OpVkyLTA/rsbGR8+ilily3lISvbC379dRgVShSsWgX2/hQxcVQUIr6eAXEF/Wq4IA4JgTgkhLP9fHv2RP6yZRZiVbvW/qRWnEjC55uulBUMGAYY0jwaMwY0hFDgGE/rGYkEPp07852GzQn9/BAwfDjfaVRasI8HBAxgZM3Hw3xpeAOfgt9+C8UXLpSbrikfNBA+z9pmWixXBtRsg2Pp5q8C9q/ZhuNsCCHWUKGJVJm8Tx9kz54Do5nxwl5PP+0U0yyMJSUoPnMGYBhImzeHwI5XJYj9sXor/SCMRrAGbkbhEvK4Cjf+azGmPnUKutRUiCMjOczIPhihEGGffIygCeNRfP4ChHJfSJs2dfnTapYETZxQegXjPyeDPRs34rTwcDoxHx+tvwj2kUIBywKrTiUjJlCGSZ1qcJYLcT6hvp7oVDsEe65llYsJBQwGt6AHjnwS+vggbsXfUOzaBeWRIxB4eML3uR6QtWjBd2pPrE98SxxLv451N02vHT8VVhMTGvfkKStCiDlUaCJVJvT1RdTcX5A6+S2TXk2eDRog4ttveMzs8eSvXIXsWbNguN83ROjvj5D334ffgP48Z0Yqy7tde6iPmp9aJm3WDEJvb44zIsQ6g4W+RY/GXaHQ9IAoMBA+nTvxnQbvRAEBiFu9CgWrV0OZsA8QieDTvRv8BgyAwELza3tYevSeSZHpUUuO3sPEjtWpBwmx6uuBDfHSvBO4nvnwoaNYyODrAY0c6grmk7qam4xivRb1AqPhKXLeh5CMWAzfnj3h29O5izEMw2BGu5cxqObT2JF4FjqDDu2jGqBDVH0IGPd8YEGIo2JYS+8snBjDMCmRkZGRKSkpfKfiVowaDZR79kCfnQ2POnXh5QRjPhUJCUiZMLF8gGEQs2A+vNrQMVxnZFAocG/QYGgT/9MYUixGzLx5TvFnsyp0mZnQp6dDHBvrdI0+3VX+6tXI+PR/ZmNCuRw19u/jtPBA3Eu/uYdxLrnAYvzq5z0glThPzyDCD4ORxa4rmTifUoAAmQR9m0QgxEmvzZ3KuIlPj/yNO4Wl0zB9JVKMbdQDrzXsznNmhDiXqKgopKamprIsS0cb3QydaCI2I/DwcLonJRbHR7MschcupEKTkxL6+CB2+TJk//ILirZshbG4GF6tWyNo4gTImjXjOz270eflIf2TaVDu2wcYjaVPMPv0Qdi0T6gnlY3klyixO+kcinVatImog5r+ETZ5XXnv3sj98y/ozDwgCRg9mopMxK7iAmUWC02hvh7wFNNJAVIxoYBBjwZh6NGA/35rVZFUlI2xu+ZCrdeUrRVpizHz1Hp4i6UYVocaQRNCSEWo0ETcmua6+YaCpbEbHGbiPLSJidDn5sKjRg0IfX35TsciUVAQwqdPR/j06XynwgmWZZE8ZixKLl9+uKbToXDdOhjVakTNnsVjdq5h5bUD+PrEWmgMD3uA9azWAt8+MwpiQdVOewhkMsQuXoT0zz+H6uAhwGiEMCAAAaNGIXDMa1VNnRCrXmoTh43n08xen3u5TRxdmyNuZfm1/SZFpkfNv7QTQ2u3o78ThBBSASo0EbcmCgmx2BtFFBrKcTaOTZuYiLSPPkbx6dMAAMbTE8jyW/0AAMXtSURBVP5DhyDk/ffBiOhLCd9Uh4+YFJkepdixA9rERKdozO+ozmXdwWdHV4KF6SfxrXdPIdY3GJObPV/lPcSRkYj54w/oc3JgKCqCOCqKBhMQTjSP9cdX/Rrii83lp86N71Cd5+wI4daV3CSLsWRFDhTaYvh6yDjMyDlkFpVg1clk3MlWIjpAhiEtohEdQL9PhLgr+nRI3Jrf4MHInDHDfGzQQI6zcVzG4mIkjh4NfVp62RpbUoK8xUsARoDQqVN4zM4xGIqKoNi5E4bCIsiaN4O0SRNO9//v2GITLIuSK1eo0FQFK64dKFdkemDltYN4vUlvCG00OU0UFARRUJBNXouQx/Viqxj0ahSOPVczUawzoF2NIKdu4kxcU0ZhCdafTUWOUoNGUXI81yAcEpFtr3YGeVo+rS0TeUAq9rDpfq7g8K0cjFlyCmrtw6m+f+y/g59eaOr0VykJIZVDhSbi1vyHv4jiixdRtGmTybp80ED4DR7MU1aOp3DzZpMi06PyV61C0MQJDn2Nzt4KN29B+rRpYIuLy9a8nn4aUT/NgcCLmw9qwgDrTb+F/gGc5OGqUpQ5FmP5GiXUeg18JNQHizg3uVSMAc2oXytxTOvOpGDKPxegMzws+s8KvIHlY1oj0s92X38H1GqLbfdOm431qd6yylelzTGq1chduBBF/26CQamErEULBI4dA2n9+jbfy9Z0BiPeWnXOpMgEAFqDEe+tOY92NYPg7UEfOQlxN9TdkTgFzZ07yPz6GyRPeh1ZM2dCm5xsk9dlhEJEfv8d4tasQdDECQiaNAnV1q9DxJdf0v37R1i6kgUAbHExNLdvc5iNY9HcuYu0qVNNikwAoDp8GJnffMtZHr7PPQdGZv6IujgqCrKWT3GWiyuq5mv5Km2wVA4vesJNSIVYloU2MRG61FS+UyFOJjlPjQ/WmhaZAOBerhofrD1v073aR9bDGDPT5RoFxeG9Fv1tuhcAGLVaJL3yKnJ+/gXaxEQYcnOh2LEDiS8Oh/rkSZvvZ2sHbmQjW2G+p5VSo8eOSxkcZ0QIcQRUXiYOr3DzFqRNnQro9QAAJYC8pcsQ9dMceHfoYJM9pA0bQNqwgU1eyxWJAgIriLvvaZmCNWvK/mz+V+G//yJkygcQenvbPQ+hjw8iv/8OqW+/A1arLVsXyOWI/PEHMDa61uWuXqjTAetvHYOBNZaLDa/bAQLGNX9/jVotFNu3o/jCRQj9/SDv2w+SqEi+0yqHNRoBvR4M9bRyWEU7diL7xx+hTUwEAHg2aIDQjz6CrFlTnjNzD6zRCOW+fSjavh2sTgfvdu3h27sXBB7OUSRfezoFeqP568uHb+UiOU9t035A77boj97xT2HznVMo1mvQJrwOOkY3tNkV6UcVbdmK4nPnyq2zGg0yZ85EtVWrbL6nLeWrdRXEtVbjhBDXRIUm4tAMCgXSP/203Ad5VqNB2tQPUWP/PmqWywF5/37I+f13wFj+Q7asRQu37v1j7ck8q9HAkJPDSaEJAHy6dEH1XbtQuH4ddKlp8KhZA/K+fSGUyznZ35XVD4rBN+1H4vNjK6HQlp5eEzICDK71NMY2epbn7OxDl5aGxNGjoUt82Bg359ffEPbpp/AfOoTHzB7SZWYi+8cfUbR9B1iNBtJmzRD8+iR4tW3Ld2rkEcqDB5H61lt4dKxdyaVLSHrtNVRbuwYe8fH8JecGWL0eqW+/DcWu3WVrim3bkbdsGWIXL3KKq+/ZSvMnZh7IUmhs3ni6dkAUagfY/yqpcu9ei7GS8xegz86GKDjY7nlUVtMYvwri1q/2E0JcExWaiENT7NwFVq02GzPk50N18CB8unThOCv3I4mORtj0/yHjs88Bw8M7+OKICITP+IrHzPgnqVbNYkzg5QVRSAiH2QDi0BAEjR/P6Z7uok/1luga2wQHUi5BrdOgVXhtRHi77mm+9GmfmhSZAAAGAzI++wxerVpCEhfHS15lqRQWInH4COhSUsrWis+cQdKYsYj+/Xd4t2/HY3bkUTl//GFSZHqAVauRt2gxwj//jIes3EfB+vUmRaYHNFevIvvnXxD28Uc8ZPVk6oVbLoZ5iASoEczNAx1eOHgrh+rB3ujZMAxbL5a/ItcmPhDNY6nQRIg7cs2z/sRlGJUKq3FDkfW4q2ENBij27kXWj7OQu2AhdFlZnO3tP2QIqm/fhqBJk+D3wjCEf/kF4rdugSQmhrMcHJH/kMFgPD3NxvwGDYLAQt8k4pykIgmejWuG/jXbuHSRSZeeDtWRI+aDRiMK1m/gNB9z8levNikylTEYkP3zz9wnRCwqPnvOSuwsd4m4qaKN/1qMFf5rOeZI+jeNRKiv+Wt+w56Khlwm5jgj2/Hu0tlizLNxI6eYQvrjkCZ4sVUMPMWlHy0lQgEGNI3EHy835zkzQghf6EQTcWjSZla+QTGMW/V20OfkIOnV16C5fr1sLWvWLIR/9hn8Bti+OaU5kuhoBL/xOid7OQtxZCSifv4ZaVOnwpCbW7rIMPDt0xsh777Db3KEVJI+J9fsCZSH8WwOszHPYiEMQMmFCzAoFBD6+HCYEbFE6OsLQ36+2ZhA7vjXtirLoFDAkJsLUXg4r72QDEVFFmNGhXM8sPPyEGH5a63w9qrzuJhaCKC0mDG4RRQ+7lWP5+yqRt6zJwpWr0HxmTMm64yHB0Lff5+nrJ6Mp1iIGf0bYupzdZCaX4xwuSf8ZM7d2sKoUkF18iQYgQCyli0hsPBQkRBiHhWaiEOTNmwAr2faQ3XgYLmYb+/ebtUbKH36dJMiEwBAp0P6tGmQNWvK+zUWWzMolShctx6q48chkErh27MnvDt1dMhpgN7t26Fmwl4oDx+GsagI0qZN3f6kV1UpDxxA3qLF0Ny6BXF4OPyGDuWsoEpKr4QKZDIYLVxd9qzH/wc7gcTKB3ehEIyI3uI4CnnfvshbtMhizNUYCguR8dVXUGwrbbwt8PWF/wsvIPjNN8AIhZznI23eDJobN8zHmjrPA7saIT7Y9EY7XMsoQq5Si9phPgjydo5m5tYwEgli5s9D3qJFKNy0GUaFArKnWiDwtdcc4mvtk/D1FMM33HlPlz2Qt3gxsn/6GUaVCkDpYJWQ996F/+DBPGdGiPNgWCtPLJ0VwzApkZGRkSnmjtQTp2NUq5H53Xco3Pgv2OJiCLy94TdoEELeedttJgzpc3Jw85kOZptxA0DgmDEudXpGl5mJxJdehi7JtD+Mb+/eiPj+O4csNhHbyV+5EhnTy/ds8R8+HGHTPuEhI/eU+d33yFuwoNy6KDgY8du2ctbk3pLCjRuRNmWq2Zh3ly6InvsLxxkRSwwKBZJGjUbJ5csm6z7duiJy9mxeii/2wrIs7g0bhpLzF8rF+Poapr13D3cHDir70FxGIED0H39QPzNCHlG0YydSJ08uH2AYxMyfR8MmnlBUVBRSU1NTWZa1f2d94lCoRxNxeAKZDOHTp6PW4UOovmsnah46iNCpU9ymyASUFposFZkAQJ+VyWE29pc184dyRSYAKNq8GYodO3nIiHDFqFYj64cfzcbyly+H5s4djjNyXyHvvI2AkS+b9CDzbNgQMQsX8F5kAgDfXr3g1b59uXVhYCBC3nuXh4yIJUIfH8Su+BsR330L3969Ie/fH1G//4bIOXM4KzJp9UZsvpCGObtvYt2ZFJToDBX/okpQHTpstsgElPYV0+fk2GVfayRxcYhZuADSJk0ersXHI3LObCoyEfIflk5fgmWRu3gxp7kQ4szoXDlxGgKZDBI3bawsjooGI5NZnMDnUas2xxnZj1GrhWL7dovxwn//hW8P1xwnTwDV8eNWe4Yodu+Bx1gahc4FRiRC6IcfImjCBJTcuAFRQAA8atTgO60yjEiE6F/nomDDBhRt2QpjsRperVrDf/hwiEO5mfaoTUqC6vBhMBIJvDt3hsifpitZIpBIIH/+eciff57zvW9mKjBywQmkFZaUrX215Srmj3oKTaL9bLqX+sxpy0GdDsUXLsKncyeb7vk4pI0aIW7lCugyM8HqdJBE0eECQszR3LxZqRghxBQVmghxAkJvL/gPHoS8xUvKx+RyyF2odw2r0YDV6SzGnaVxqatgWRaK7dtRsH49DPkFkDZqhICXRtivJ1hFt7ld8Lr3kyi+dBlGpRKeDepzdqpI6OcHr5YtOdnrSTFiMfwHD+a8bwZrNCLjf9NRsHZt2Z9JRiJByHvvIeDllzjNhVjHsizGLTttUmQCgFyVFmOWnMKhKZ3gIbLdqSqhr7yCOL8N6sWhobzuT4ijE4eHQXPzlvlYaBjH2RDivOjqHCFOIuS99+A3dCggfthkURIfj+j5813qKbrQxwcetS2f0JI91YLDbEj6tGlIffsdqA4cRMnFi8hfvhx3BgyE+rSVp/ZVIGvZEgIvL4txPk4COAL12bO43bMX7g0ahKRRo3DzmQ7ImjMHrthn0RnkLVyEgjVrTAqfrFaLzBkzoDp2nMfMyH8dvZOLO9kqs7FshQa7rtj26rlvz56AhUb04uhoSJs1s+l+hBDb8hsy1HJs6BAOMyHEuVGhiVTIqNGgYP0GpE2ZgvTp06E+eZLvlNwSIxYj/LPpqLl3D6L/+B1xq1ai+tYtkDaoz3dqNhc0caLZdWFgIPyGDeM4G/elPnUKhWv/KbfOqtXI+OJLu+wp9PZC8OQ3zcb8Bg+CR82adtnXkekyMpA8Ziy0j/SnYtVq5P72u9lm3cT+8pcvtxz7+28OMyEVSSsosRpPryD+pMShIQibNg0QmL7FFnh5IeKbr8EI6K03IY7Mf/iLkPcvf1PAf8QI+PXrx31ChDgpujpHrNLn5SFp5CiTO8kFK1fBb9hQhE+fzl9iDiZFkYNDqVcgForQOboR/D3td6VFFBwM7w4d7Pb6jsD32e5gf5iJnJ9/gfbePYBh4NW2LUI/+hDiEG56rxCgaOs2izHNtWvQ3LkLj/hqNt834OWXIQoPR97ixdDevAVReDj8hw5x2yJj/sqVMCqVZmO5ixYhYORIMBZOUBDbYw0G6NLSLMa1ycl229uoUkFz6xaEfn6QxMbabR9XUivU+vfjmhXEK8N/6BBImzRBwT9roU/PgEft2vAbPJiz3mGEkMpjBAJEfD0DASNfhjIhARAI4dOtKzziqT8kIU+C3pkSq7Jm/mC28V3BylXwfuYZ+HTuzENWjsPIGvHFsVVYdf0gjPevUHgIxXi3eT+8XN+9f2+qSt6rF3x79oQ+IwOMp6dLXQ90Fkatxmqc1dj2JMCjfLt1g2+3bnZ7fWdScvWqxZghOwf6nByIw6hvBFcYoRDi6GjoLBSU7FEAYo1GZP/8M/KXLC0bUS9t0gThX30Jj+rVbb6fK2kU5YeWcQE4cS+vXKxmiDeeqRlsl309a9dC2Ecf2eW1CSH251mnDjzr1OE7DUKcFp3fJRaxWi2Ktm61GC9cv4G7ZBzU4st7seLagbIiEwBoDDrMOLEGR9Ou8ZiZa2AYBuLwcCoy8cS7bVuLMVFIiFteY+ODKCjIYoyRSCD09eUwGwIAASOGmw8wjOVYFeT8+htyf/u9rMgEAMXnziFx1CgYiopsvp+r+XVEM7StHmiy1jjaDwtHPwWBgOEpKzdkNPKdAXFy+pwcZP8yF0mvvIKUNydDsWcP9SokxEHRiSZikbGkBGyJ5RMLhoIC7pJxUH9f2285dnU/2kTQkxDivHy6dYNnw4YouXixXCz4zTec+rpWybVrKD5/AUJ/P3h37AiBRMJ3Shb5DRqEwn/WmY359uwJgUzGcUbE/+WXoU1OQf6KFYDBAABgZDKEfvABZC1sO7DAWFKCvKVLzcYM2TkoXL8eASNH2nRPVxPk7YG/x7TG9QwFbmcrERMgQ4NI69PhiI0YDcDhOcCpBUBhMhBQHWg9AWg5hu/M3IKxuBiF/26C8uABMGIxfLt3h0/37mCEtpu0yBXNnTtIfOllGHJzy9YUO3dC3r8/wmd8BYahojEhjsR5PyUQuxP6+kISH2/SgPZR0iaNOc7IsbAsi2RFjsV4kiKbw2wIsT1GLEbMgvnInvMTCjdsgFGphEedOggaNxa+zz3Hd3qVYlCqkPrO21AdOFi2JgwIQOTM7+Fl5QQXn2RNmyL43XeQ/eMskylnnvXrI3TqFB4zc18MwyDsk48R+OorUB05CkYigXfHDhD62H50vTYpCcbCQovx4kuXbb6nq6od5oPaYbb/b0Ss2DgJOL/i4Y/zbgNb3ystOnX7nL+83IChoACJI0dBc/162Zpi23Z4dXgG0b/8AuaRKcbOIPPLL02KTA8Url8P35494d2+HQ9ZEUIsoUITsSpo3FikTZlabl3g6wv/F1/kISPHwTAMYnyCLRaUYn2p6SdxfkIfH4R98jFCP/4IrE7n0Cd/HkfmF1+YFJkAwJCXh+TX30CNHdshCrZPv5aqChozBr7du6Nw02YYlUrIWj4F7w4dnPKptCsRh4fDb+AAu+4h8vcHGMakyGgSD6CrxcRBZV01LTI96thvQJvXAW96r2Qv2XN/NSkyPaDafwAF//wDfycasKHPzYXq6DGL8aLNm6nQRIiDoR5NxCp5374I+/wziEJDy9Y8GzdCzIIFEIeH85iZYxhRt6PF2It1XXsyHHEvDMM4fZFJn5+PQgt951i1GgUWrqc5CklsLIJfn4TQqVPg07kzFZnchCg4GF7PtLcYNzeGmxCHcGuP5ZhBC9w9wF0ubqjo338txgo3Wo45ImNxicViOwAY1WoOsyGEPA460UQq5D9kCPwGDIDmzh0IZDJIoqL4TslhvFSvE5IU2Vhx7QAMbGmTS0+hGO8/NQCtw2vznB0h5FG61DRAp7MY1yYmcpgNIY8vfPp0JI4cBV1S0sNFhkHI++/bbSpS8cWL0OfmwrNePYhD6NQJqQSRh/W40LkfXjg6wyPDA/7LqFRwmEnViSPCrU77lLVqxXFGhJCKUKGJPBZGJIJnrVp8p+FwGIbBJ62H4tUG3XA47SokQhE6RDWA3MOL79SIk1EePITCjRthKCiAtEkT+A8d4rDXuJyVOCIcEIstFpskMdEcZ0TI4xGHhyN+078o2roNxWfPQujnB3m/vvCIj7f5XiXXriHt/fehuXmrdEEkgrxfX4R/+ikYJz/VSDhWpzewfSpg1JePeciBGl24z8mNyJo3h/r4cfOxp57iOJuqYQQCBL8+yWw7D3FMDOT9+nGfFCHEKsYVR0IyDJMSGRkZmZKSwncqhBAXYCgqAlgWQrl9phRlfDUD+f+ZKiUMCEDMooVU4LWx1Pc/QNGmTeXWGU9PVN+xA+JQOrlB3JdBocDtZ3vAkJdXLub/4osI+3QaD1kRp3ZoFrB7uukaIwCe/xloOoKXlCpLfeYscubOherYMQg8PODbqyeC3njDYU/8qY4dQ9Krr5VNxnxA4O2Nav+shSQ2lqfMKq9w8xbk/Ppr6aAisRi+3boiZMoUiB9p8UEcS1RUFFJTU1NZlqUrMW6GCk2EEGJB8cVLyJo5s+yJoLRZM4S8+w5kzZvbbA/1qVNIHPGS2Zi0RXPELVtms70IYFAqkfrmZKiOHClbE8rliJg5kxqJ2lCBRoW/LuzAtrunUazXok1EHYxr1AO1AyL5To1Ykbd0GTK/+spsjPH0RM39++xWcCcu7NYe4OR8oCAJCKoJtBoPxDjXVSf1yZNIeuVVsP85ESuOiUG1Nasd9u+FYt8+ZM+aXdYUXNaiBUKmToW0QX2eM6safX4+BJ6eEEilfKdCKkCFJvdFhSZCSKUUX7iA3IULUXLpMkQBAZAPGAC/wYPACFxjxoDm9m3cGzykXINJxsMDscuX2+xNWvr06ShYucpivEbCXmq8bwfFFy+h+MJ5iAIC4N2pEwSennyn5DKU2mIM2/I9bhWkm6zLRB5Y8tzbaBDkfE/R3UX6tGkoWLPWYjxu9SpIGzXiMCNCHMO9ESNQfOq02VjwO+8gaOwYjjN6MrrMTDBiMUQBAXbbw6jVQrFrF3QpqZDEV4NPp05gRNSlxd1Rocl90d9+QsgTU+xNQMqbbwL60r4LuuRkFJ8/D/Xx44j88Qees7ON3HnzzU4xYTUa5P75J6J+mmOTfYwq65NSjFaaeZLKkzZsAGnDBnyn4ZJWXT9UrsgEAGq9BrPP/It53d/gISvyOETBVq4AMQz1jXMArE6Hwi1boNi5C6xeB+927SEfMABCb+oNaS/G4mKLRSYAUB044PCFJntfLSu+eAnJEyfAkJ3zcM+oKET/+Sc84qvZdW9CiGNyjaMHhBDOsEYjMr/+uqzI9KiirVuhPnmSh6xsz1IDTQBQWYk9KdlTLSzGRCEhkMTF2WwvQriQkHzRYuxw6lVoDZYn/xF+yQcMACycQPBq345OV/LMqNUiaexYpE/9EMq9e6E6cBCZM2bg3tCh0Ofn852e6xIKS/+xwN2b5LNaLVImTjQpMgGALiUFKW++AVe8PUMIqRgVmggvWJ0OBWvXIumVV3DvhReR/dNP0OfkVPwLbcRQVISS69fpjVklaK5dszheFgCKdu3iMBv7EXhZfjos8JLZbB95nz4Wi0mB48fRsXPidAQMYzFWGrIctwXNzZtI/+wz3BsxAqnvvgfV8RN23c+VSKIiEfH112DEYpN1j5o1EP7Fl5zkUHz+PPKWLEXhps1mT5W6s4JVq6E+eqzcuvb2beT8/AsPGbkHgUQC744dLcZ9nn2Wu2QckGJvAvTZ2WZj2lu3XeYBJCHkydAnGMI5VqdD8vgJUB0+XLZWfPYsCtb+g9jlyyCJtt+IcWNJCTK//gaFGzaA1WhKJ1Y8+yzCPp0Goa+v3fblgrGkBIX//gtlwj5AIIBP587w7dMbAhs/aWMNRus/oaK4k/Dt1QvZs2ebjcl79bbZPgKpFDFLFiPrm29Li3Q6HcTR0QgcOwb+gwfbbB9CuNIlphFOZNwwG2sfWR8Sof3eeigSEpD65uSyhr3FAIq2bEHw228jaNxYu+3rSuR9esOrTWsUbt4MQ14+pI0awrtTJzBWTnTYgkGhQMqbb5oUUgQ+Poj47lv4dOpk172dRdGWLRZjhVu20FRAOwp5910UnzkDw38eUMpatIC8fz9+knIQurS0KsUJIa6JmoETzhX8sw7pH39sNubToweiZs+y294pb78Nxbbt5dZlLVogdtlSM7/CORiUSiSNGo2SS5dM1qVNmyJm/jwIZLY7gcPq9bjVuQv0WVlm49F//eUS07uMajWSXnkVxefOmax71K2L2CWLIfTxsf2eKhWMajWEgYEu01SduB+VrgQjtv6Aq3mm34O9xZ5Y1vNd1AmwTz9QVq/HrU6dzT9ZFwhQY9dOiCNp6p2jSn3/AxRt2lRunfHwQPUd2yEOC+Mhq/JYloVixw4UbtgIQ2EhpM2aImD4cIgjIuy+950+z0Nz86b5oEiEupcsX1slVadLT0fekqVQHT0KgacnfHv2hN/QIRB4ePCdGq+U+/cjedx4i/G4NashbdiQw4yII6Fm4O6LTjQRzhVt22YxptizB6xWa5f77tp796DYvsNsTH3qFNSnT9t0bD2XcufNK1dkAkpPiuUtWYqg8eNsthcjEiHkvXeRNmUq8J9CtVe7dvBq97TN9uKTQCZDzOJFKNq0CYpdu8GyRvh06gR5v352G6cr8PKyemWvKgwFBVCfOweBpxSyFs3pSp6d6dLTUbD2H2jv3YM4Jhr+gwa5TZHDS+yJJc+9g0WX92Dr3VMo0WvRNqIuXm3YDfFy+xUL1CdPWry+AaMRRdu3I/DVV+22P6k8fX4+iraXfwgElA5gKFj7D4Jfn8RxVualT/0QhRs3lv24+OxZFKxZi5iFCyCtb9+R8bKWLS0WmrxatrTr3s5CdewYCjdtglGpKjttJPT2tslri8PDETrlA5u8livxat8ekmrVoL17t1xM2rQpFZkIcVP0SYNwzlhSbDmo04HV6+1SaCq+cKFcYcQkfu680xaaijZbOU6/eZNNC00AIH/+eQj9/ZH7V2mBSxgYCL8B/RHw6qtgrPRncTYCDw/4DRoEv0GD+E6lSrJmzUbe4sVgS0oAAKLQUIR//hm8O3TgOTPXpDx4EClvvFn2+w0AefMXIHL2bPh05v4KkPbePaiOn4BAJoV3p042+9BljY9Eijea9sYbTW13zbQixuIS63G1le89hFf69HRAZ7lJvLW+gFxSHj5sUmR6wFhUhMyvZiDu7+V23T9g1MjSIkpRkWlAJELQBMsnStxF+vTpKFi5quzHih07kLd4MWKXLqFG9nbECASI/vMPpEyeDM2Vq2Xr0hbNETXLfrcUCCGOjQpNhHNebdtaHBMrbdrUpte8HiX086tS3JEZlUorMZVd9vRu3x7e7dvb5bWJ7eQtXozcP/4wWdNnZiLljTdRbf06eFSvzlNmrsmo0SDt/Q9MikxA6VSetClTUPPAfrudiPsvVq9H+sefoPDff8uK7IxMhrBp0+Dngj1FpE2bgPHwKO2/Z4ZXm9YcZ0QelzgiAoxYXNZb678kcbEcZ2Re0datFmPFZ85Al5Fh1yt+kuhoxC5ZjKzvvofq6FGAZeHZsCGC35oM2VNP2XQvbUoKcv/4A4qEfWAYBt5duyBo3DiHucL4X8qDB02KTA/oUlKQOeNrRP38Ew9ZuQ9JdDTi161D8fnz0CanwCO+Gjzr1eM7LUIIj6gJCOGc/wsvQGTuyZJIhOA3Xrfbvl5t20IUEmI2JpDJ4PNsd7vtbW/W3mDKWtr2zacjMRQUIG/ZcmTNmo2ibdssfkhxVyzLIm/xEvMxrRb5y//mOKNH9mdZ5K9ciTt9++H6Uy1xd+hQFFppdOsslPv3w1BQYDZmVCig2LOXs1xyfv219PTFIyc5WbUa6R9/jOJLlznLgysif38EjBxpNubVrh1kLVpwnBF5XEI/P/j26WM2xshkkA8cyHFG5rEVnZortv+pOc86dRCzYD5qnTiOmkePoNqa1fB+2rZX1rXJybg3dBgK1qyFIScH+uxsFKxYiXvDXoAuM9Ome9lK4cZ/LcYUCQkwWHkg52hUx44jZfJbuNN/AFLeetupprZJGzeGvHcvKjIRQqjQRLgn8vdH3PJl8O3du2yEsrR5c8T89Se82ra1276MSISI778vd2KKEYsR/u03nFwnsZfAsWPNXjdkpFIEvvoaDxnZn2JvAm526ozML79E7h9/IPXtd3C7V29oaQhAGaNCYXXaS8mN6xxmYyrziy+QMf0zaK5fh1GhQMn5C0h79z3k/PEnbznZgqUiU1m80HrcVliDAflmnu4DAIxG5K9cwUkeXAt++y2EfjgVoojShxkCX18EjB6NqF9+5jkzUpGwTz6Gd+fOJmvCwEBE//IzxBYeEnHNq20bizFxVBQksdydvBL6+EDk72+X1875/XcYcnPLreszMpC3YIFd9qwqQ1Gh5aBeD6NKzV0yVZC3dBmSRo2CYscOaK5ehWL7diS+PBL5K1fynRohhDwRmjpHeMXq9WANBk4nduiyslC4bh00d+5AHBkJv4GDIIly/ia96pMnkTXzBxSfPw+gtHgX8t67kDVtynNmtqfPy8Otzl3KXU8CSq9fxq3g76SOI2H1etxo0xZGhcJs3Ld3b0TO/J7jrADN3bu407OX2Z5pjKcnau7fB6FcznletlBy4wbuPt/XYjzun7V2bxgMlBa8brS2/KFY9tRTiF1q/rSbK2BZFkalEgKZDIxQyHc65AmU3LiBkosXIfTzg3f79nbp2VhZxpIS3Bs8xGxD7ohvv4G8r+W/+87kRtunYcjLMxsTx8Sgxk7zg1X4lPP7H8iePdtsTBwdjeo7dzh8D0l9fj5udegIVqstF2Ok0tLvjb6+PGRGSOXR1Dn3RT2aCK8YkYjz6VfikBAEjXe9ppmyp55C3KqV0OflAQxjtyedjqBo0yazRSagdAKQ5uZNeNSsyXFWjocRieA3YADyFi82G/cbPJjjjEop9+232JifLSmB6uhR+PbowXFWtuFZqxa8u3SBcs+ecjGv9u05KTIBgMDHB8KAAMsfFmNjOMmDLwzDQOjjw3capBI8a9WCZ61afKdhlsDTEzFLFiP7xx9RuHkL2OJieNSpg6Dx4+Hb41m+07MdgZULDw5aq/EbMhh5y5fBkJ1TLhY0frzDF5kAQLk3wWyRCQDY4mIo9++H3MIVU0IIcTR0dY4QFyMKCHDpIhMA6DKzqhR3J8FvTS5/3UMgQPDbb8OrFT/jsBlBBW/4Gef+1hQ583v4DRkC5v5JTUYigXzgAETN5m76DiMUwn/YUPNBgQD+w17gLBdCXInI3x/hX3yB2idPoPaZ04jfsN61ikwAfP5zhdEk1qUrh5k8PlFAAGIXLyltwXC/qCSKCEfYF5/Db+AAnrN7PKzOfJGpLG5h0AEhhDgiujpHCHE6BRs2IH3qh+aDQiFq7NntsJNx+KI6cQLqY8fASKXwfe45SKL4O8GsTUnB7e7PAkZjuZhAJkONA/udumfaAwaFArr0dIjDwni57mBu6pxAJkOoi06dcySsXg9FQgK0d+9BHBkBn27dIHCgK2CEWKNLS8O9ocOgz842WRdHRiJu1UqIgoJ4yuzx6HNyYFSpII6Kcqqrs9qkJNx+tof5E78CAWrs3gVxRAT3iTmh4kuXodi1CzDo4d2xIw2D4BFdnXNfVGgihDgdo0aD2z2egz49vVyMr75D5MlkzZyJ3Hnzy62HfvwxAl4awUNGrkt77x5Ux45DIJPCu3NnlyjiOTLN3btIHjsOuuTksjVhcBCif/0N0oYNeMyMkMeny8hA7vwFUO7dCwgE8OnaFYGvjIYoOJjv1Fxa+rRPUbBmTbl1/xdfRNin03jIyLmwLIuMTz9FwZq1JuveXbsgatassiFEhDtUaHJfVGgihDglzZ27SH3vXWiuXC1dEAjg2+NZhH/5ZbnJgsQxFW7egvyVK6BLS4NHtXgEjHwZ3s88w3dahFQay7K4+/zz0Ny8VS4mCg5GjT27Haq5NSHEsbBGI/IWLkT+8r+hS0uDOCoK/sOHI2DUSKfoM8W3gnXrkf7RR2Zjwe++g6AxYzjOiFChyX1RoYkQ4tSKL1+GPisLnrVqQRzp/NMDCSHOS33yJBJfetliPHL2LKdtdE8I4RZrMDjV1T9HcG/4CBSfPm02Jo6NQY0djjcx0dVRocl90dQ5QjigOnYcecuWQnv3HiRRUfAf/iKd3LARaf36AEeTvAghxBpdWpr1eKr1OCGEPEBFpienz7I8DEZvZiIhIcR+qNBEiJ3lr1yJjM8+L2vuqL19G8r9++kILyGEuBhJfHXr8erxHGVCCCHux7NuXZP+eCaxOnU4zoYQ9+bcM6QJcXAGhQKZ331vdoJI9k8/l5voQgixD9ZggGLPHqRPm4b0T/8H5cGDcMWr44Rf0oYNIG3WzGxMUq0anWQlhBA7Chg1CrBwEizw1Ve4TYYQN0cnmgixI9XBg2DVavNBnQ6KPXvhP2wot0kR4maMGg2Sx4+H+uixsrWC1avh3aULoubMBiOib4XEdqJ+moOUt95C8amHfUI86tVF1Jw5YAS2f753KuMmFlzajSu5yQiU+mBQrbYYUqs9hHbYixBCHJmsWVNE/jATmTO+LrtGJ/T3R/Bbb8GnSxeesyPEvdC7a0LsiNXpqhQnhFRd7vz5JkWmB5R79iB/5SoEjBjOQ1bEVYmCghC3bBlKrlyB5s5dSKIiIW3SxC57bb97Gu/snw/j/dN5Gep8XD6ahFOZt/BDh1ftsichhDgy3x494NO1K4rPnwdrMEDapAkENO2TEM5RoYkQO5K1aQOIxYC5ghLDwPuZ9twnZUcsy+LonVwk56lRLcgbLasF8J0SISjcsNFybP16KjQRu/CsVw+e9erZ7fUNRiO+OfFPWZHpUVvunMLwOh3RLNR6z6jK0GVmIX/ZUqgOHwHj6Qnf556D35DBEHh42HwvQgipDEYkgqx5c77TIMStUaGJEDsSh4QgcOTLyJ03v1zMb/BgSGJjecjKPu7mqDB2ySnczFKWrdWP8MWfL7dApJ+Ux8yIuzPk51cqRogju5SbiAy15T+/uxLP2bzQpE1MxL3hI2DIeTi9qfjMGRTt2I6Y+fOp2EQIIYQQANQMnBC7C3nvPYRN/x8k1asDQiHEsTEI/XAqwqb/j+/UbMZoZPHqopMmRSYAuJxWhLFLTvGUFbeMWi30eXlgjUa+UyH/IW3UyHKsSWMOMyHEdsydZDKJw/bN7rNmzTYpMj1QfOo0CtdvsPl+hBBCCHFOdKKJEA74DxsG/2HD+E7DbvbfyMadHJXZ2OW0Ipy8l4en4lzzGp1BqUTW9zNRuGkTWLUaorAwBIwaicBRo/hOzW4MShV0yUkQBQVBFBzMdzoVChzzGlRHjwL/KQIyYjECRtMUmidi0AOppwHWCEQ2B0TU94IvDYJiESyVI7u40Gy8S4zlAmtlsHo9FHv2WIwXbdvG2XAL1mCAct8+KA8dgkAigc+zPSBr1pSTvQlxZ6zRCPXJUzAqiuDZsBHEoSF8p0QIcVBUaCKEVJmlItMDd7NVLlloYo1GJI8Zi+KzZ8vW9BkZyPrmWxiLFAh+8w0es7M9Vq9H1swfULB6NYxqNSAQwLtjR4R/Nt2hC05erVsjctYsZM2cCV1yMgBAEh+P0A+nQtqwAc/ZOZHLG4DtHwKKtNIfewUDXacDTUfwmZXbEguEeK9Ff0w9uBjsf04vdY1pjJZhtWy6H2s0mu83+CCu1dp0P0uMajWSxoxF8emHU/3yFi+BfNBAhH/xBRiG4SQPezAoFChcvx7qk6cg8PaG/Pk+8GrThu+0bMqgVCH3j99RuPFfGIqKIGvWDIHjxsGrVUu+UyMVUJ86hbQpU6FLTS1dEIngN3AgwqZ9QtNbCSHl0FcFwhljcTGU+/bBoFBA1rw5PKrbvkkp4UdMgMxqPLqCuLNSHTxoUmR6VN6iRQh4ZTSE3t4cZ2U/GV99hYIVKx8uGI1Q7t2LpORkVNuwHoxQyF9yFfB9tjt8uneD5uZNMEIhff15UolHgbWvAKzh4ZoqG9g4qbTgVOtZ/nKrBJZlUXz6NPS5efCsXw+SqCi+U6qUvjVaIVDqgwWXduFyThKCpL4YWOtpvFyvk833EkgkkLVsCfWJE2bjXu3b2XxPc7LnzjUpMj1QuPYfeLVuA3nvXpzkYWu61FQkvvQydGlpZWuF69fD74VhCP+fa1y1N2q1SHrlFZRcuFC2pjpyBKrjxxH1y8/w6WT7P7dcYPV6qI4eg6EgH9KGDSGJi+M7JZvTZWYhedx4GFWPPFjU61GwahWEvj4Iefdd/pIjhDgkKjQRTih270baRx/DWFRUtubzXA9EfPut3UaO6tLTkf3TzyjasQOsVguvtm0Q/PrrVvu1uBJdVhZy5v6Kom3bwJaUwKttWwRNmghpw4Y236tT7WBE+UuRkl9cLlYzxBut413vNBMAqI6b/8AFlD51L7l40WWeRutzc1G49h+zMc3Nm1Ds3Qvfbt04zurJMAwDz1q2PeVRVSzLwqhSQyCTghE4cNvEo7+YFpkedfgnpyo0FV++jLR334P23r3Shf+zd9dhUtVrHMC/Z7q3u1gaFJBUQKQRMAgBUbqkDFRs7FZMUFBCkC6lQboEVEAE6dzumt6pc//gsrLuzCDsmXNmZt/P89w/OO+9836vyDLzzi9EIuh69kTcB+9DpFAImu123JvQGPcm+O52uxtFPf0U0keNBvuvlU3S+HiEPfYYLxnKfvrZS+2ngB005X74YaUh03Wly5ZD26UrNDwN8nzJsGVLpSFTBacTBZ9/HpCDJvMffyBr6gtw5OVde8Aw0N5/P+I/+jAgf554UrpqVeUh0w1Klq9A5KRJECnp4hdCyD/8+F0tCRa2q1eR9exzlYZMAGDYshUFn33mk56O4mJcHTIEZT//DNZsBhwOmPbtR9qw4bAcP+6Tnv7EWVqKtKHDULpiBVx6PVibDcY9e5A2dBjMHlbgVIdELMK8Ea2RGFb5TUbtSDW+H94qoLcyeCNSe1+pJVJxt5LLsGs3Mp96CleHDEXehx/B9v8tYHyxnj5d5cNlpbq7Dw/EI5ZlUTRvHi527oLzrVrhQvt7kf/5F3DxtP3oluV4+f3N5e733paZidz3P8Dlfv2RNnQYSlauBOtwcPb6ToMBGWPH/TNkAgCXC/rNm5H77ruc9QlWqlatkLxwAdTt2gEiERiFAiH9+iFl6RJIwsJ83p91ubzeFOng8BZJp9GI/C++xMWu3XD+nrbIfOppWP4+xdnrV+plMMC4e4/HetmG9T7pyzfj3r0ea+UXLsKWmcVjmupzFBYiY8LEf4ZMAMCyMGzdirwPPhQumA+UX7jgseYyGGDPyeUxDSEkENCKJuJzJStWevyAWrp6DaKmTOH8W5CSxUvgyM6p8pwtL0fBzG+QPHcOp/38TcnyFbCnp1d5zpaXo3DGDCTPn895zwaxWuyZ2gl7zhUgvdiM1Cg1OtaLgkgUnEMmAND17o3Cmd8Abm5/kqYkQ8HR6rnc9z9AyaJFFb+2HD2K0lWrkDR3DlQtWnDS42bEoaHVqpPK8j/6CMULf6z4tbOkBEXffw/blctInDFDwGQeaGOAsqo/UwAAGm4Og7WeOYO0ESMrfSlhPnIExl27kfjNTE62ZpatW+9xUKFfvwHRzz8PSXhwrsDkiqpFCyTPnwfW5eJ9FR4jEkHRuDGsp0+7rSvvvIOTPi6rFekjRsJ66p/BkmH7dhj37kXyvLlQtW7NSZ+KfiYT4PSwYhCAq0zvsRZQRN7/DDMS/91+7U7pTz97XOVTtm4dop9/DuKQEN7y5JvLsO3qn7A6bWgb1xB3RCZz9trS2FiPNUYqhSQygrNehJDgQCuaiM/Z0tI81lwmExxFRZz3NO7f77FmOngQrJc3dMHAuG+fx5rp0GGfrZqQiEXo1jgGo+9NRecG0UE9ZAIAeWqq2wO/GaUSce9wcyit5cSJSkOm61xmM3Lffqfar/9fKZs0gbxeXfdFiQS6Bx/iLUugs+fno3jpMrc1w/YdsJzyzaqJamk+7PZqtyDvo4+rrHwFAOOePTBs385Jj/KLnr+VZ+32yiudiFdCbfWMeGKc2+eMXI7w4cM56VG2bn2lIdN1rM2G/M8+56THjSQxMZAmJXmsK1u15LynELQ9PG+vVjRt6nWY4Y9sly55rLHl5f8cms2DH0/tQtdVr+G931Zg+pGf8ciGD/HkztmwOT2vRL4VoQMHAB7+zGt79YRYp+OkDyEkeNCgificzMubJ5FKBUkE99+CMF7OfWIkEo9/WQYLr7d/iMVBu5VNCJETJyL5x4XQPfwQVG3vQfioUai9fh1nN+joN232WCs/dw7lFy9y0ue/iP/446orl8RixL39Fl1xfAssR454vb3LfOgQj2n+o+bDgGZuzuBp8ADQdnK1X95RUgLzb795rOu3bK12DwCQxsV7LjJMwH3QrYl0PXsi9t13II6KrHgmq10bSbNnQV6vHic9jLt3e6xZjh/ndIsecO38uMgJ493WJFFRCB0wgNN+7rhMJq/bo7mg7doV6vs6VHnOKJWIefkln/b2BWlCgueiRAJJTAwvOY7mXcQHv6+C3VX5S9Qd6X9h5vFNnPSQ162LuHffASOVVnquvOsuxL72Gic9CCHBhbbOEZ8LffRRFC9d6vaDVUi/fj45PFB3fw+3t9IAgLZHj6AftGh79PB4M5C2c+cqbxRI9ajbtIG6jW+uZnZZrd7rlqoHsPuKonFj1Nm6BaU/r0X52bOQREcj9JH+QXnDji8xCu8/825WF4RIBPSbDbQeC5zZcO1g8Pq9gFrtOXn5m33AZTlahRnSty8Kv/nG7eupO9wLabyXQRTxG2EDByK0b19Yz54FI5NB0aABtw1u8mWUL95DhD7yCFiXC0WzZl87FJxhoG7fHrHTXvPp+Vf6bdtQOGs2ys+cASOXQ9ezJ6Kefw7SaO6/PGDEYiR98w1Klq9A2fr1cOn1ULZogYjRozgbEvIpdMAjKJozx+3PL12P7j75ItWd5Wc9r+Jfee4Anmn+MMQcfMEa+sgj0HTsCP3mLXDq9VC1aA5V27ZB/56aEHJ7GNbN2SKBjmGYzISEhITMzEyho5D/02/9BTmvvVZpL7umW1ckTJ/uk1s5XBYL0keOguWvvyo9F0dFotbSpV5XWQWD6+dLVPn/HxaGlCVLIK+dKlAy3zpZcBWHcs5BIZHi/lotEKMKFTpStem3bkXWlGfd1sTh4ai3Z7fXFXzE/7jKy3GxYyc4S0urFqVS1Nu1E5KoKN5zCe1yn74oP3fObS32zTc4u9XMsGMHsl54EewNQ1p5w4ZInvN9jfznTqoqXbMGOa9Nc1tTtmqJWosX+6w363LBnpUFkVrt8/PC9Js3I+v5qVXOGZSlpKDWmjUQa9Q+7R8M9Nu3I+ell+EymyueKVu2RNK33/B2PtOQzdNxNM/zNr4jQz6HRuaHX2DchMPpws6z+biQZ0BCmBK97oyDQhpY53gRIDExEVlZWVksyyYKnYXwiwZNhDcukwmGXbvhNOihatkKiga+vWbcZbGgZMUKGLZshctmg+be9ggbOqzGbPFxWSwoWboM+i1b4LJaoGnfHuEjRgTlN/Y2px1Tds/Frox/br+SMCI836ofRt3ZTcBk1cc6HLg6+DFY//67Si3mtdcQPmyoAKlIdem3bkXW1BeAf92oFvPKywgfMUKgVMIy7N6NzMlPAi5XpeeyunWQunIlp7c4OsvKoN+yFY7iIijvuAPqDh0EO3OI+B+XzXbty5p/3dLKKJVI+WE+lHfdJUwwDrEsi8u9ens8lyzm9WkIHzKE31AcK79wAcU/LoLl1N+QhEcg9JH+0PXqxXkfp9EIwy+/wFlaCmXTppwfFn8zr/+6BKvOH3Bbi1WFYfeg9wNu1dHVQhNG/PA70or+GeCFq2WYM7wlWqbQhQ2BhAZNNRcNmgghAe+zIz9jzsltbmuLez2HVrGBtyT/Rk69Hvmffw79+g1wmc2QpaYiYtw4hPbvJ3Q0Ug3Ws2dRsmQJyi9dhjQ+HmGDH4WqVSuhYwnK+OuvKJo1G+ajRyFSq6F76EFEPf20T7cOEeKOy2xG8Y8/omzjRriMJqjatEbEmLE+/5KML/bsbFzs0tVjXdOtK5JmzuQxEbdMhw4hY8JEsOXllZ6HPvoo4t5+S5hQPnK2OBMD1n8IB+uqUnuhVT+MadJDgFTV0+ur/TiTU/VyiHC1DAdf7kIrmwIIDZpqLho0EUICmtPlQrvlL6Ks3P0Vww/VboNPO47iOZVvsA4HXNZy2s5Agh7LsgH3DTwhgcRRXIwL7TyfsaZ78EEkTP+Ux0TcudlqrVorlkPZrBm/oXxs69VjeOvgUpT+/72QVCTG4w074uU2AwLuZ+mx9BL0//agx/rng5qhfwuaWQQKGjTVXHQYOCEkoFkc5R6HTACQbSriMY1vMRIJxBr6sU2CX6B9MCIk0EjCw6G65x6YDx92W9f17s1zIu6UnzvnccgEXLvFMtgGTT1rtUDnxCY4mHMWFns5WsfWQ5SKnzOiuJZd6v2Sk5vVCSH+gQ4kIIQENLVUgViV5201dULieExDCCGEBIaYV1+BODS0ynNd797QdO7EdxzO3OyWStZW7rUeqOQSKTonNUHv2q0CdsgEAHWjNTepa3lKQgipDvpqnBAS0BiGwbDGnfHpkZ+q1KQiMYY06ihAKkIIqcx65gxKV62Go6AA8oYNEDpwoE+ukCfkv1LUr4/UdWtRsmQpzEePQqzRQPfwQ9D16hXQqwoVDRtCHBEBZ5H7Fc3qezvwnIjcioaxOrSvG4FfL1b9/UuJUKFbI/q5SUggoDOaCCEBj2VZfPzHGiw5sxd217VbvMIVGrzV9nH0qNVc4HSECMd29SocxcWQ16nD21XbpKriRYuR98EHla6RF2m1SJ7zfVDcYEaIvylZvhy5b71d5bmyZUukLPqRbpn0c8UmG55adqzSsKlRnA7fDmmB1Eg6pzKQ0BlNNRcNmgghQaPQoseR3AtQSuRoG98AMrFU6EikGkwHD6Js3Xo49XqoWrVE6COPuN3mQaqyXb2K7Fdfg+XYMQAAo1AgdNBAxLz4IhgJLWbmkz0rCxd73A84nVVqstRU1NmyWYBUhAQ//ebNKJwzF+VnzkAcGoqQ/v0R9eRkiFQqoaOR/+hcrgHn8wxICFOiRTLdPhqIaNBUc9GgiZD/yGU2AwC9QSGEB7nvvIuSpUsrPZPExCDlx4WQpaQIlCowuCwWXOr9ABw5OVVq4SOGI+aVVwRIVXMVfj8HBZ9/7rFea+UKKJs25TERITUL63SCEYuFjkFIjUSDppqL1o0SchOWU6eQPnoMzrVshXMtWiJt5ChYTpwQOhYhQct0+HCVIRMAOPLykPve+7xksJ4+jaznp+JCp864/HAfFM2bB1d5YBwgW7Zxo9shEwCUrFgJp17Pc6KazaUv81p3ltHvByG+REMmQgjhHw2aCPGi/OJFpA8bDtPBgxVna5gPH0baiJGwnj0rcDpCglPZ+g0ea6YDB+AoLvZpf9Nvv+Pq4Meg37QJjtxclJ8/j/xPpyNj/ASwDodPe3PBeuqUxxprtaL80iUe0xBly5Yea4xcDmWTO3lMQwghhBDiezRoIsSLojlzK7bM3Yi1WFD0/RwBEhES/FwGg+ciy8JlMvm0f/7HH7u9Htt8+DAM27f7tDcXJOER3usR3uuEW5qOHaG44w63tbDHH+f93DHLqVMomjsXxYuXwJ6fz0tPlmVh2LkTWc89h/Tx41E0bx6cZd5XehFCCCEkcNGgiRAvTL/95rl2+DCPSQipOVStPK8AkcbHQ5qQ4LPe9pwcWE+f9lg3bN/hs95cCenXF/Bwo5KyVUvIkpP5DVTDMSIRkubOge7BBwHptQsKxCEhiJw8GdEvTOUtB2uzIfOpp3H1kQHIn/4Z8t57Dxe7dEXRDwt825dlkf3SS8ic/CT0m7fAtHcf8j+djsv9+sGWmeXT3oQQQggRBg2aCPFCpFTeVq06DLt34+rgx3CmUWOcv6ct8j78CE6j0Se9CPFHIf37QxIf57YWMWG8b6+lvskFGSzr8l1vjsiSkhD71pvAv84lkcbHI/6DDwRKVbNJwsKQMP1T1P/1AOr8shV19+9D1FNP8nrFesE331ZdkedwIP/jj2H+4w+f9TXu3Am9m+2wjuwc5H/8sc/6EkIIIUQ4NGgixAtd796eaw88wHm/so2bkDlpMizHjwMsC2dpKYoXLkT66DFg7XbO+xHij8RaLVJ+XARN584VK3OkCQmIffcdhA0a5NPe0vh4yBs29FjXdunq0/5cCRs0CHV+2YrIJ59E2OOPIe7991B78yZazSQwsU4HWUoKRDIZr31ZlwulK1d6rJcsX+Gz3mUbNnqsGXbv9vlWWEIIIYTwTyJ0AEL8WfioUTDu2VPlcF15gwaIGDuG016sy4WCL790u6LCeuIE9Nu2IcQHwy1fsp49C/2WrWBtNmg63AtV27ZgGEboWOQ2OYqKAPBzxo8sMQFJs76Fs6wMLpMJkthY3lZ/RE+dioyJE4F/DXeVLVpA1/N+XjJwQZaYiKgnJwsdg/gB1mKBs6TEY92ene2z3i5vK3IdDrisVojUap/1J4Tww2k0Qb9pE+yZGZDVSoWudy+frf4nhPg/GjQR4oVYo0bK4kUo/flnGHfsBMBC07kLQvv34/yNse3KFdgzMz3WTfv2BdSgKff9D1CyaFHFr4t/+AHqdm2R+O23ECkUAiYjt8r8xx/Imz4d1r9OAACUzZoh+oWpULVq5fPe4pAQiENCfN7nRpp726PWoh9R+P0cWI4ehUinQ0ifPogYMxrM/8/YISSQMCoVJHFxcOTkuK3L6tT2WW9V61Yw/fqrh751avTh9OYjR1C65ic4igqhvPNOhD76KKQxMULHIuSWmY8eRcakyXDdcMh//uefI+n776D0cBkCISS4MexNzqMIRAzDZCYkJCRkevnQToi/sWVk4FL3Hh7roQMHIO7dd3lMdPv0v2xD1jPPuK1FPPEEop97ludEt+5ccRYWn9mNM8WZiFLqMLB+e3RJbiZ0LN5ZTp1C2uNDwJaXV3rOyOWotWwpFI0bC5SMEG6YDh1C6eo1cBQUQNG4McIefywotxgWzf8B+Z98UrUgkSB11UooGjXySV9HSQmu9OkLh5sb7hI+/8zrFvVgVjBjJgq/+abSM5FOh+R586BscqdAqQi5dS6bDRc7d4Hz/6uebyRNSECd7dt4PY+O+JfExERkZWVlsSybKHQWwi/6U0+In5AlJUHe2PMbfe39PXlMUz2lq1d7rq1Zw2OS27M3428M2PARVp3/FX8XpmF3xklM2jkbn/zh/9m5VjRnbpUhEwCw5eUomjtXgEQkGFnPn4d+2zZYz57ltW/+V18hfdRo6Ddtgvn331G8YAEu9+0H0++/85qDD+GjRiJ85MiKm+8AQBwaioRPP/HZkAm4dhB6yqIfoenUqeLMNVlqKuI/m15jh0zW8+erDJkAwKXXI+f11wVIRMjtM+7c6XbIBAD2rCyYDh7iOREhxB/Q1jlC/Ejsa68hfew4sBZLpee63r2hbt9OoFS3zlFY6LHmLCoC63L57bdbLtaFtw8tg93lqFKb//cO9KvbFvXC4gVIJgzzkSMeayYf3lRFagZHYSGynnse5hsGO8oWLZDwxec+30JUfvEiimbNrvKcNZuR+8abqL1lc1CdKccwDGJefgkRY8fA/PvvYBRKqNu3g0gu93lvWUoKkmbPgtNggMtigTQ62uc9b8S6XLD8+SdcRiMUTZtCEhbGa/9/03s5IL387FmUX7gAeb16PCYi5Pa5W61YqZ6Xx1MSQog/oUETIX5E1bIlUtesRvHCH2E5fhzikBCE9O2LkL59fPaBx1FQAEgknL7xVjRsiPIzZ9zW5A0a+O2QCQCO519BtqnYY33LlaN+NWiyZ2fDZTJBVquWT84PEqvVcHoYHIo1Ws77kZol88mnrt2yeQPLsWPImDARtX/+yae9yzZt8lizXb0K66nTUN4ZfGeLSCIjBVtJJNZqIdby+3PD9NvvyHnttYozEBm5HGFDhyB66lTBBokuk5cD0gE4Dd7rwYh1uWA5fhwug8EvhoFCs+fmonDWbBi2bwfrdELT8T5ETpgIee1UoaNVIW/QoFp1QkhwokETCWj2vHzot2yGy2SCqnVrqNu0ETpStclr10bc22/5vI/xwK8o+PxzWE+fBgAoW7VEzEsvQdmkSbVfO3zEcOg3bgT7r1u7AHB+Wx/XbM6qmW9UfpM6X6znzyP3nXdgOXIUACCOikTk+AkIHzqE0z66hx5C4cyZHmoPctqL1CzmP/+sMmS6rvzMGZgO/wb1PXf7rD9rtnitu8wmn/Um/LBlZiJjwoRKq4TZ8nIUz5sPsS4EkeOfECSXqlUrlCxd5rYm0umgaNSQ50TeWWxO/H61GAyANqnhUEjFnL6++Y8/kP3qa7BnZAD4/zDw8ccR/cJUv/5iCgD0mzejeOlS2DMyIatVC+HDhkLbrVu1XtOen4+rgx+DIzf3nz7rN8C4dx9qLVvmd8Mm1d13Q9G4ccX7yUq1Nm2CcmBPCLk5//7pTYgXxYuX4GLXrsj/6GMUzpiJ9OEjkDZiJFwm+nBwM+YjR5AxYUKlNwWWI0eRPmIkyi9fqfbrKxo2RMKMryFNSKh4JgoJQcyrryDkoYeq/fq+1DQqFVqZ5+t4700Q/vBrR1ER0keOqhgyAYCzoBB5772HkhUrOe0VMWoklM2qHoKuvOsuRIwcyWkvUrOUX7jgvX7+vE/7q+72PMQSaTRQ3kkHMge60uXLq2xFv6540SKwjqpbpPmg7d7d4yqPiNGj/epK+MWH03D3BzswYv7vGD7/d9zz4U6s+COds9e35+QgY/yEiiET8P9h4A8/oOi77zjr4wv5X32FrOeeh+XIUTjy8mD+7TdkPvlUtc8vLF6wsNKQ6TpXWRkKZ82q1mv7AsMwSJw9q/LPVIaBuuN9SPjqS8FyEUKERYMmEpAsJ08i7/33gX+9STT/9hvypk8XKFXgKJz9XZV/dgDgMptR/MMPnPTQduqEOtu3odbyZUj+cSHq7d2D8OHDOXltX1JJ5ZjQ1P3B623jGqBtvPDfNJeuXAlnsfvtfUXffQfW5eKsl0itRvKiHxH3wQfQdOsKTbeuiPvgAyT/uBAilYqzPqTmkcbFea/He69Xl6ZTR7dDVACIGDuW/v0OAtZznoeVzsJCODwcYOxrjFSK5AU/QPfwQ2BkMgCAJCYGMa++gsgJ4wXJ5M7OM3mYtvZv6K3/vF8oNdvx8k8nse98ASc9SlasgMtsdlsrXrTY7cpof2DPy0PR93Pc1gpmzISztPS2X9u4d6/n2u7dt/26viSNjkbKwgWovWkjkr6bjTpbNiP5u+9q/BZIQmoy2jpHAlLpypUAy7qtla1bj5iXXoJIoeA5VeDwdsCzmcMDnhmRCMq77uLs9fgypkkPhCo0mH9yOy6V5SJUrsaAeu3xZPMHhI4GADB72G4EXDuzyVFQwOlByiKZDKH9+yG0fz/OXpMQdfv2kCYlVVrJcJ0kJgaajh192p8RiZA0by7yp09H2foNYM1mSBMSED56FMKHcLsFlQhDEuP50HFGoYBYp+MxTWWSsDAkfPIJXG++CafRCElkJBgxt1vSqmvO/stun7MsMPfAFdxXP6raPcrPnvNYcxYXX/v7LN5/zkW8zrh7N+B0uq2x5eUw7t9/2yu4GZGXs8P87N+Rf5PXqQN5nTpCxyCE+AEaNJGAZM+puqT4OtZshrNMT4MmL0QaDZxWq/sazwe1+qtH6rXDI/XaweZ0QCb2rx+V4pAQz0WpFCK1mr8whNwmRiRC4oyvkfHE+Eq3FokjIpA4c4ZPDrf/N7FGg7i33kLsq6/CaTJBHBLi92fCkP8ubOBAlK1e47YW8tBDfrFFTaRW++3P7HO5Bi81PSc9JF6+FGHkcu9/3wnopiuHq7GyWNOtG8ovXHRb03av3vlPhBDCF3o3RQKSt2t/xRERkITTUl1vvH3L5u9nKPHN34ZMABDat6/HmrZbV4g1Gv7CEFINioYNUWf7NsR/+gkiJ09G3Ecfou7OHZxcSnArGJkMkrAwGjIFGWWzZoh+6SXgX7+vyhYtEP3SiwKlChwxOs9f2MWGcDOkCx04EPBw+5/ugQf8dgin7dixyr9X1zFSKdQdOtz2a4cPHw5ZatUDvyVRUYiaOPG2X5cQQvjkf5+gCPkPwh4bjJJly8C6WZUTNuRxXr4JD2SREyfAdPgwys+cqfRc3a4tQgc/KlAq8l+p27VD+IgRKF64sNJzWa1aiHn5FYFSkVvB2mzQ//ILTAcPQaRUQNerF1StWwsdSxAiuZwG3MRnIkaNhK5Hd5Rt3gyX0QRVm9ZQt2sHxsNwg/zj8buT8ca6U25rj7VO4qSH8s47EPPKK8j7+ONKW9GUzZoh5uWXOOnhC9KEBISPHIni+fOr1CLGj4ckPPy2X1sSFoaUpUtQvHAhDNu2g3U6oO3UCeGjRkEaG1ud2IQQwhuG9XDOTSBjGCYzISEhITMzU+goxIeMB35FzmuvwZGXB+DaN0ihjw1GzMsv07fS/4HLakXZ+vUw7tkLRiKBtkcP6HreD0ZC8+dAYT72J/QbN8BpNELVujVCHnzQL7aCEO+cpaVIGzW6yqA3dNAgxL3zNuf9XBYLyjZuhOX4cYhDQxHat6/XVaGEEAIALheLF9ecwOqjld9PP9YmCR/0a8LpsM6enQ395s1wGoxQtWoF9b3tA2IYWLrmJ5QsXQpbZiZktVIQPnQYQh56UOhYhPiNxMREZGVlZbEsmyh0FsIvGjSRgMY6nTD/8QdcRiOUzZtDEhEhdCTCM5Zl4Sorg0itppVsJCDkvPHmtQsN3Ej4+ivoevTgrJctMwvpI0bAnpVV6Xn0C1MRMWYMZ30Id6znzsPy5zGIQ0Kg6dyZzhskgjuVXYbtp/MgYhj0uCMGDWOFO0SdEBJYaNBUc9HSBRLQGLEY6nvuEToGEUjx4iUo/uEH2LOyIFKpENK3D6Keex5ijX+e6UB8z1laCkah8NsP56zDgbKNGz3Wy9au43TQlPvmm1WGTACQ/+l0qO+9F4oGDTjrRarHZbEg6/mpMO7aVfFMFBKC+I8+hLZzZwGTkZrujvgQ3BHvn4dyE0II8U+0v4gQEpAKvv0Wee+9V/Eh2mU2o2TpMmQ88QSCcaUm8U7/yzZcfrgPzt/TFudat0Hms8/CnpMjdKwq2PJysGazx7qztJSzXva8PJgOHvRYL/vpZ856kerL+/CjSkMmAHCVlSHrmSluh4WEEEIIIf6KBk2EkIDjNJpQPHee25rl2DGY9u/nOdHNmf/4AxkTJuJ8hw643KcvihcuBOtwCB0rKOi3bkXWlCkoP3/+2gO7HYYtW5E2dBicem6u4OaKSK2GvF5dj3Vl06ac9XKWlgJehq6OkmLOepHqcRqNKFu/3m2NtdlQsmoVz4kICR6sw4HSn9cifdwTSBs6DAXffANHMf38I4QQX6JBEyEk4Fj/PgmXl1UhpsO/8Zjm5vS/bEPayFEw7tkDZ0Ehys+dQ96HHyFzyhShowWFghkz3Q5U7FlZKF3zkwCJvIt4Yrzb5yKNBmFDh3DWR5aSAlGI5+0uyibcDbVI9Thyc93eonqdPT2dxzSEBA/W4UDG5MnIeeUVmPbvh/nIERTOmIkr/frDRme5EkKIz9CgiRAScG52s5o/3bzGulzI/9e1zdcZd+yE6fBhAVIFD3t+PmyXLnmsmw4f4jHNfxPy0IOIfedtSKKjK54p7rgDyfPmQpbI3VmZIoUC4cOGua1JYmIQ0q8vZ71I9UhiYsDI5R7r0uRkHtMQEjzKNm6Eae++Ks8deXnI/+wzARIJi3W5ULxwIS716o2zdzXHlUcGoGyD53MDCSHkdtFh4ISQgKNo2hTSpCTYMzLc1nUPPMBzIs+sZ87Anp3tsW7YsZMOtK8GkUIBiESAy+W+rlLxnOi/CRs0CKH9+6P80iWIFArIUlJ80idy8iTA5ULxokVwGQwAAGWrloh7912INRqf9CS3TqzVIuThh1HqZoscI5MhdMBAAVKR/8p29SpKlq+A7coVSBMSEProo1A0qC90LAJAv2mzx5phx064bDaIZDIeEwkr57VpKPv5n/P5rKdOIfuFF2DPzUHkuHECJiOEBBsaNBFCAg7DMIh79x1kTJwE1mKpVIucPBny2qkCJbsNdHB5tYh1Omg6dIBx71639ZAHH+Q50X/HSCQ+v/WNYRhEPf0UIsaOQfmlyxCHhXK6aopwJ+aVl+EoLIRx9+6KZyKdDvEffQRZYoKAyYg3ht27kfXMFLA2W8WzkhUrEPf+ewjt21e4YAQAqrxHqMRuv/afGjJosp47X2nIdKPCWbMRNngwxFotz6kIIcGKBk2EkICkvuce1F77M0qWLoX1zFlIoqIQOnCA360OUjRqBEl8HBzZ7m9A03btwnOi4BPzysuwnD4FZ0Fhpee6Bx6Apgv98wWurexSNrlT6BjEC5FKhaRZ38J69iwsf/4JcUgINJ07+9VWYFKZy2ZDzquvVRoyAQCcTuS+9Ta0nTtD7OWcNOJ7qrb3wHzkiNuaollTiNRqnhMJx9MXMgDAms0wHT4MXffuPCYihAQzGjQR4kMuiwVlGzfCcuQoRBoNQh5+CMpmzYSOFTRkKSmIeeUVoWN4xYhEiHnxRWQ993yV7V2aLl2gattWoGS+5dTrYT5yFIxMBnWb1mB8+I2xrFYt1F67FiXLl8P8xxGINGqEPPgQtD26g2EYn/UlxBcUDRtC0bCh0DHIf2Davx/OkhK3NdZqhWH7doQOGMBzKjdZHA4Ydu2CcfceQMRA27UbNJ06ghEF/1GtYY89htJVq+HIza1cEIsR9eSTwoQSCCMW36ROHwsJIdyhnyiE+Ig9Lw/pw0fAlpZW8axkyRJEjB2D6KlTBUxG+Kbr2RPisHAUzZ8H69+nIAkPQ0i//ggfNjQoByEF33yDornzKrYsiMPDEfv6NOh69fJZT0lEBKImT/bZ65Oaw1FcDP3GjXDk50PeqBF03bv7dFAaaMovX0HJ8mWwXb4CaXw8Qh8dBOUddwgdSxAuo9Fr3WnwXueDy2pFxhPjYf7994pnZWt+gqZjRyTOnAFGKhUwne9JwsORsngR8j/7DIYdOwG7HYpmTRH15JPQdOggdDxeabt3Q/706W637It0Oqjb+teKcEJIYKNBEyE+kvf+B5WGTNcVzZ0H9X33Qd2mjQCpiFDUd7eB+u7g/z0vWbkShTNmVnrmLC5G1tQXIE1MhLJJE4GSEV85V5yFFef2I8tYhNSQGDzaoANSQ2KEjnVb9Nu3I3vqC2DLyyueFSQlIXn+PMiSkgRM5h8Mu3Yj65lnwNrtFc9KV69G7JtvIuzRQQImE4ayZUuvlxGoWrfmOVFVRfPnVxoyXWfcuxclS5cifMQIAVLxS5aYiMQvvoDLZgPs9hq1Xe5GsuRkRIwZjaK58yoXGAYxL75A23QJIZwK/jWzhAjAqdfDsHOnx3rZz2v5C0MIj4oXLHRfcDpRvGgRv2GIz/184RD6r/8AS8/uxd7Mv7Hg1E48vPY97Er/S+hot8xRWFhlyAQA9owMZL/4kkCp/IfLZkPOtGmVhkzXCi7kvf8+HMXFnPYz7NyJ9DFjcfH++5ExfgKMB37l9PW5IEtMREifPm5rmo4dobxT+JVeZWvXeayVrvNcC0YimazGDpmui546FQlffA7VPfdAmpIMTZcuSP7hB7/Y4kkICS60ookQH3AZDIDT6bHuLC3lLwwhPGGdTtguX/ZYL79wkcc0xNdKy014+9AyONnKqznsLgdeO7AYex9tDJk4cLbllK3fUGXIdJ3lzz9RfvEi5HXr8pzKf5h+/RVOD8Mk1maDYds2hA0ezEmvgm++qbQy0p6WDuPevYh57TWEDxvKSQ+uxL3zNiSRkShZsQIuvR4ilQoh/foheurzQkcD4P39Br0XqZl0vXr5ZCs7y7IwHzoE85GjEOm00PXuDWl0NOd9CCGBgQZNpEZzWa3Qb9oM66m/IQ6PQEjfvpxcIy2JjYUkNrbq4ZP/RweCk2DEiMWQREXBUVDgti6NCcztVMS97Wl/wuq0u62VlBtxIOs0uiQHzs86R37+Tes1edDkMpm9129yXtF/Zc/LQ+Gs2W5r+Z9/jpC+ffzqCnZGKkX0888h8qkn4SwqgjgsDCKFQuhYFZR3NYNp3373NXovQjji1OuRMX4CLH/+WfEs/7PPETttWo3cVksIoa1zpAazZWTg8gMPIue111CydBkKZ87EpfvvR8mqVdV+bUYsRsS4sW5r4ogIhA4aWO0ehPij0EGe31CG0pvNoGK0Wb3WDTep+xt5gwaeixIJZHVq7pAJAFQtWwBebq1ScXTuoHHXLsDhcFtjLRYY9+3jpA/XRDIZpHFxfjVkAoCIsWPd/r4xUikiRo8RIBEJRnkffFhpyAQAsNuR+/bbsJ47J0woQoigaNBEaqycV1+DPSur8kOnE7lvvgVbRka1Xz98yBDEvPIyxBERFc+UrVoiZcEPkISHV/v1/YHTYEDx4iXIffc9FC1YAIeHa55JzRE5/glounWt/JBhEDFxArSdOwsTygdsmZkwHT4Me06O0FEE0zq2nseaiGHQMiawBjO63r0giYtzWwt54AFIY2r2FhBpXJzHc1zUHe+DsmlTTvqwDs/bzgF43ZZOqlK3aYPEr7+CrFatimfyenWROGsWlE3uFC4YCRpOoxH6zZvdF10ulK6s/he4hJDAQ1vnSI1kS0+H+Y8/3BddLpT9vBZRTz9V7T7hI0Yg7LHHUH7lCsQaDaQJ1d+W5y8sf/2F9CfGw1VWVvGs8OsZSPxmJtRt2wqYjAiJkcmQNHMmLCdOwLh/PxiZDLr774csOVnoaJxwFBUh+5VXYNp/4NoV0SIRtF27Iu799yDW6YSOx6s7I1PQKakJ9mScrFLrU+ceJGoj3Pyv/JdILkfy/HnIfuFFWP/++9pDsRi6B3oj9u23BM12O1xmMyx//QVGJoPyrrvAeFmN9F/FvvE6JBERKFm2DM6SEojUaoT074/o55/jIPE1mvs6IO8Dxu0V7IxUCnW7dpz1qim0XbtC06ULbFeuAAwDeWqq0JFIEHEWF4O12TzW7Xnuj5EghAQ3GjSRGslRVOS9Xuy9fisYmQwKb1syAhDrdCJzyrOVhkzAtQ82WVOeRd29e/xu+wDhl7JpU85WOPiTjImTYD1x4p8HLhcM27fDZTIhef48z//DIPVlp7GYfuRn/HThEMyOcoTIVHi0YQc81fwhoaPdFnlqKlJXr4L17Fk4Cgogr18/IM8WK5o3H4WzZlWcmySJjUXsG69D26VLtV6XEYsR9fRTiJw4AY6SEohDQyGSybiIXEGWkoLQwY+idNnyKrXw0aMhiYzktF9NwTAM5LVrCx2DBCFJTAxEISFV3hNeJ6/nefUrISR40aCJ1EjyOnXAKJVgLRa3dcUdwl9JfCv0W39B8Y8/wnb5MqTx8Qgd/ChCBw4EwzA+6Wf69Vc4PGwZcpaVwbBjJ0IefMAnvQkRiun33ysPmW6sHTwI65kzUDRqxHMqYSkkMky751FMbdUPJVYjIpTagLppzhNFw4ZAw4ZCx7gtpWvXIv/TTys9c+TmIvOZKUhdsRyKxo2r3YORSn16m1TsG29AXqcuSpYtgz0zE7LUVIQPG4rQRx7xWU9CBHX1AHBsEWDIAeKaAq3GAOGBsfJMJJcj7LHBKJr9XdWaSoWwRx8VIBUhRGg0aCI1klinQ9iggShe+GOVmiQuDiEPBM6QpGjePOR/Or3i187SUuS+8SbKz19A7LTXfNLTUXiTFWGF7m8dIySQlZ8547VuPV3zBk3XKSQyxGmC4+y5QFc8b777gt2O4h8XIf6jD/kNdBsYhkH40CEIHzpE6CiE+N7eT4Dd7//z6yt7gT/mA0NWArXuFS7XLYh66im49IZrF+rYr91GKk1IQPxHH0IaGytwOkKIEGjQRGqs6BdeAMuyKF25Cqz12u1IyhYtEP/B+xCpVAKn+2+cej0KZn7jtlayZAnChw2FLCWF876Kxt4/THPxjTnhln77dhTNmQvr339DHBaG0P79ETlpIkRKpdDRAob4Jlt2JFG0pYcIi3U6UX7hgsc63f5EiJ8pvADs/qDqc7sJWP808NRRwEer07nEiMWIfeN1RE6cAMuJExDrdFC2bAlGRPdOEVJT0aCJ1FiMRILYV19F1OTJKL90CeKwsIA7INN08JDH7X9gWRh27UbEqJGc91U0bAj1vffCdOBA1VqzplBzdM21UFwmE0rXrYPp4EGIZHLoeveCpkuXgH3DVLpmDXJem1bxa2dREYrmzIHlzz+R/OPCgP3/xTdt164Qh4bCWVpapSaJi4O6fXv+QxFyA0YshjgiAk4P5xBKoqN4TkTIrXOVl0O/ZQtsly5BEhuLkIceCt7LFv5eA6DqwfcAgOJLQNYxILElr5GqQxIVBW3Xrjf/LxJCgh4NmkiNJw4JgapFC6Fj3J6bfMvFiHz3LVjCF58jZ9rrMGzfDrhcAMNAc999iPvQzTdzAcRRVIS0YcNhu3y54pl+82Zoe/RAwhefc3JzE59Yux0FX37ltmY+cgTGPXuh7dKZ51SBSaRQIOHLL5E5eTJcJlPFc3FICBK//CLg/t0IVCcyS/Hzn1kwWh1onRqOh5vFQyGlf/bXhQ4YgKLvqp6Vcr1GiD8rv3AB6WPHwZGXV/Gs4PMvkDjj6+C8cbDc4L1uM/KTgxBCOEaDJkICmLp9OzAqFVizuWqRYaCp5g1D3oi1WiR+9SXsubmwpaVDmpAAWWKCz/rxJf+LLyoNma4zbNsG/caNCOnTR4BUt8969hwcBZ7PzDLuo0HTrVDfczfq7tyBsvXrYcvMhKxWLYQ8/DDEGo3Q0WqEj7acxey9lyp+vepoJmbvvYTl4+5BtI5uugSAyEkTYT11qsqK0/CRI6Hr3l2gVP7BZTKhbMMGmA7/BpFKBd0DvaGhlYh+JfPZZysNmYBrv2+Zz0xBvT27IVKrBUrmI6n3AYdmuq/JNEB8c37zEEIIR2jQREgAE2s0iJ7yDPI+qHq4a/iIEZAlJfk8gzQ2NmgOemRdLug3bfZYL1u/IeAGTYzM+w1gDMdXk9cE4tBQhA8fLnSMSvRbf0HpqlVw5OdB3qAhwocPg7JpU6Fjcerw5aJKQ6brLheY8PaG0/hmSICuTOWYSC5H8tw5MP32O0wH9oORyqDr1bPGXzFuz89H+rDhsKWlVTwr++knhAx4BPHvvSdgMvfKL15E8cIfYTn1NyThEQjt3w/aXr18dpusPzAfOwbbxap/xgHAZTBAv3Vr8N08WLc7kNgayPyjaq3tk4AiSLcMEkKCHg2aCAlw4cOHQ5qYhOJFP8J26TKk8fEIe2xwwA1E/AHrcHg+8wqA03iTJe5+SF6/PmSpqbBdueK2ruvZk+dEhGt5H32M4gULKn5dfuEi9Fu3ImH6dOh63i9cMI6tPprpsbbtdC4MVju0Cu+D1ZpEfXcbqO8O7PPyuJT/yaeVhkzXla1eA23nzn51rozp8GFkjJ8AtrwcAFAOwHTgAEIPHUbcu+8IG86HHPn51apXh/XcObiMRigaNuR31ZRIBAxdA2x/AzixErCbAV0i0HYy0HYSfzkIIYRjNGgiJAhou3QOmu1PLqsVxYsWQb9+A5wmI1QtWyFi7BgoGjTweW+RTAZFkyawnjzptq5q1crnGbjGMAxipr2GzImTwNpslWoh/fsH7vlkBMD/Vz3cMGSq4HAg7/33oe3aBYw0OIYvJSabx5rdycJgddCgibjlslph+OUXj/Wytev8atCU+/Y7FUOmG5WuWoWQ/v2gah6c26nk9b3/PS/3wfsAy8mTyHltGsrPnwcAiNRqhI8ahcjJk/hbPaYIAR76Cuj58bUzm1QR1wZQhBASwOinGCHEb7A2GzLGPYGCzz5H+YULcGTnQL9hA64OfgzmY8d4yRA5aaLbQ9bFISEIHzKElwxc07Rvj1qrViGkf3/I69eH6p57EP/Jx4h73/+2i5Bbo/fy4dlRUADzsT95TONbdyWFeqzFhSgQQ2c0EQ9cFgtYu91j3Wnwn9Wq1nPnPK5ABQDDVs9/5gOdvHYqNJ3df2kmq10bmo4dOe1nz8tH+pixFUMm4Np5UIUzZ6J4/g+c9vpPpApAE0VDJkJIUKCfZIQQv6HfuhXmP6qeU8BaLMj/5FNeMmg7d0bCV19CVqdOxTNV23uQ/ONCSOPjecngC4oG9RH/wfuovX4dUhb8gJCHHw7qsz5qCm8fnv9LPZAMbpOMcLX7M8XG31cbYh/esvlfFVn0OJJ7ARkGzwfwE/5JwsIq/Uz/N1UL/1kh9O+Vp//mslVd6cQHp8GA4kWLkf3Sy8j7+BNYbxjOcCn+k4+h7d6t0hc+yhYtkDx3Duc3e5auWAGXXu+2VrTgB7AOB6f9CCGkJqGtc4QQv2HYsdNjzXL8OByFhZBERvo8h65HD+h69IA9NxeMXA5JWJjPexLfchoMsGfnQBoTDXFoqNBxOKPp0AFFs91fZS/SaKBqfhe/gXwoSivHkrF349WfT+LP9FIAQLhahokd62Bk+1RBs1kdNrxzeDk2XPoddpcTANAuviE+uHc4YtX088MfRE6YgOwXXqjyXBwWhtDBgwVI5J6iQQOIIyPhLCx0W9fcey/PiYDyy1eQPnJkpTOSihcsQMwrL3N+MYJYq0XijBmwZWbCdvkypHFxPjvI3nr6tMeas6AQjoICSOPifNKbEEKCHQ2aCCH+g3XdpOy9zrVguU2vJnNZrcj78COUrV0LtrwcjFQKXe/eiHl9GsQajdDxqk3VsiU0XbrAuGtXlVrkpElBdxV4ozgdfp7UHulFZuitdtSL0UAu4XaVw+2Y9utibLxceTXmweyzGLttBtb1mQYxbYURXMhDD4K121H4zTewZ2UBAFR3342Y116FNDpa4HT/YGQyRD31FHLffLNKTdmiBTSdOvGeKWfatKoHcbMs8j78COp7O0Bem/tBrywxEbLERM5f90biyAiPNUYqhUhLN74RQsjtonc+hBC/oenk+UBzxZ13+tWHAa5Zz5xB1vNTcaFzF1x+6GEUzZ0Ll5vDYIMFa7fDcuoUyi+5v8qaK9kvvIjSFSsqDtZl7XaUrVuHrKef9mlfPiV++QUin34Kkrg4QCSCvFEjxH/6CSJGjxI6ms8kR6hwZ0KIXwyZso3F2HzliNvaxdIc7Mlwf7kA4V9o/36os30b6vyyFXX37UXKwgVQ1K8vdKwqwh4dhIQvPoe8cSMA/z8jcNQoJM/5nvPtYzdjS0uDxdMZiSyLsnXreM3DpdD+j3isae+/H2JNcA3qCSGET7SiiRDiN3QPPoCSFStgPXGi0nNGKkX01OcFSuV75j/+QPrYcRXDEAeA/OmfwXjg12vnUkiC60d1yYqVKJg5A86Ca1tD5PXrI/bNN6Bq2ZLTPuWXLsGwfbvbmungIVhOnICyaVNOewqBkckQNWkSoibRVdhCOFOUARfLeqyfKkpH15RmPCYi3jAiEWQpKULHuCldr17Q9eoF1unkfbh0I2dpqfd6SQk/QXxA1aI5op55GgVffV3pubxBA8S89qpAqQghJDgE16cXQvyEy2xG2YaNsJz4C5KwMIT06eOzMwaCiUguR/L8+SiaOwf6DRvhNBqhatUKkU+Mg7JZ8H5Qy/v4E7dXWZsPH4Zh2zboevcWIJVvlG3cVGVLSPn580gf9wRq//wTpx8ALcf/ukn9eFAMmoiwIlXet9dEKLU8JSHBSMghEwDI69aFSK2Gy2RyWw/0v5sjJ06EtkcPlG3YAJfBCFXrVtB26xZ0X/AQQgjf6KcoIRyzZWQgfcRI2LOzK54VzZ2H6BdfDOqtLFwRa9SInjIF0VOmCB2FF/a8PFj//ttj3bBjR1ANmoq+/97tc9ZsRvGixYid9hpnvcRhod7rISGc9SI1V7OoVNQLjcOF0pwqNYVYigdqtxYgFSHcEKnVCBs6FEXfVb10QJqYCN0Dgf/3k7xOnRrznoMQQvhCZzQRwrGcN96oNGS6Lv+TT2A955vrgEkAu8kB56zL85acQOOyWlHu5Upsy7+2TFaX5t57IY5wf9irSK2Gtls3TvuRmmt6xzGIVFZe2SQTS/Bpx9EIldM5LySwRT3zNCImToBI+//VeQwDdfv2SFm4ACKFQthwhBBC/BKtaCKEQ/acHJgPHfZYL1u7FoqXXuQxEfF30rg4yBs1QvmZM27r2i6eD0gPNIxMBpFGA5fR6LYuCeP2GnhGJkPCp58gY/KTYC2Wf55LpYj/+KOgu5GNCKdBeAJ+eeRtbLj0B86XZCFWHYa+de9BtIpWzZHAx4hEiH7mGUSOGwdbejrEYWGQxsQIHYv8B6zNBkdJKcRhoRDJZELHIYTUIDRoIoRDNz00s7iYnyAkoERPfR4ZEyYCdnul58rmzaHr2VOgVNxjRCKE9OmDkiVL3NZD+vfnvKe6XTvU2bIZpavXwHb1KqSJCQgdMBCyxATOe5HKWJZF2U8/o3T1ajgKC6Fo2BDho0ZC1aKF0NF8Qi1VYHDDDkLHIMRnRCoVFA0bCh2D/Aes3Y6CGTNRsmIFXGVlEGm1CB04EFFTnqGBEyGEFzRoIoRDslq1INJq4TIY3NYVTZvwnIgEAk379kj5cSGK5syF+ehRiHU6hDz0ECLGjgETZG8Io6Y8A8uJE7CerHzle+ijj0J3fw+f9JTGxiLqyck+eW3iWc60aShb81PFr+0ZGTDs2oWEz6YH1QCVEEL8Tc60aShbt77i1y6DAcXz58OenY3EL78QMBkhpKZgWC9X8gYqhmEyExISEjIzM4WOQmqggq9noPDbb6s8l8TGovbGjRBraLsOqdlYhwOGHTtg+vUgGIUCul69oGrRXOhYhEOWkydxdeAgtzVJTAzq7txBtzpVg+XUKRTN/g6mQ4cgUiqh690bERPGc779lBASeGxXr+JSr96Ah894tTesp5uQCW8SExORlZWVxbJsotBZCL/oXR4hHIt86kkALIp/XFRxFo2qVSvEvfcuDZkIAcBIJND17FkjV7UUm2yYu/8ytp/Og4tl0a1RDMZ2qI0orVzoaJwybN/hsebIy4PlxImg3ULna5bjx5E2chRYqxUA4DIaUbxwIYwHDqDWiuUQazQCJ6y5WLsdhh07YD13DpLoaIQ88ADdblnD5ZvLsD/rFMSMCB0T70SYwvd/Ps1HjngcMgGA6fffadBECPE5GjQRwjGGYRD19NOIGDsW5ZevQBwa6rfnwTiKiqD/5Re4jCaoWrWiVSWE+FCRsRyPzDqIq0XmimeXCi5j44kc/DSpHWJ0QXR7k8vpve68SZ14lP/lVxVDphvZLl1C6arViBg1kv9QBLaMDKSPGQt7enrFs/zpnyHh88+g7dRJuGBEMF8cXYd5J7fBwV67XVYmluDp5g9hbBPfbBO/7mYXXdAwmhDCB5HQAQgJViKVCso77/DbIVPJypW42Kkz8t55FwWff460xx9H+ugxcJnNN/8fE0Ju2ff7LlcaMl2XVWrBt7svCpDIdzQdO3qsicPDoWjWjMc0wcNlscB82PPNpsbdu33S1/LXXyheuBBl69bBZTL5pIf17FkY9+2DPTfXJ6/va9lTX6g0ZAIA1mxG1rPP3fSiEBJ8frpwCN+d2FoxZAIAm9OB6Ud+xq70v3zaW9OxI0Rardsao1JB07WrT/sTQghAgyZCaiTr6dPIfettsP+65cx08CDyp08XKBUhwW3rKc8foL3VApGqdWtourn/MEO3HlWDSHTtP56IuX1b5zQakTZqFK4+Ohh5H36E7JdexoWOnWDYtYuzHuVXruDKgIG40rcfMp4Yj4tduyHrxRfhslg46+Fr1nPnYfnL/fCAtVhQtmEjz4mI0Baf8Tz0XXxmr097i1QqxL3zNvDvc/DEYsS99SataCKE8IK2zhFSA5WsXAm4XG5rpWvXIfrFFyFSBNE2HnLL7NnZ0G/9BWy5Feq2baG86y6hIwU8p8vzmRneaoEq8YsvULRgAUpXr4ajoBCKRo0QMWY0tF26CB0tYInkcqg73AvT3n1u69ru3Tntl/vOOzAfqryCymU0ImvKs6izZTOkCdVbsesqL0f6mDFwZOf889DphH79BjCMCPEff1St1+eLIz/Pez0vuAbJ5ObS9AUea1f13v994YKuVy/I69ZFyfIVsKWlQZqUiLDBg6Fo0MDnvQkhBKBBEyE1kj0nx2ONNZvhLC2FKDaWx0TV5ywrQ+G3s1C2YQNcRiNUrVohcuIEqFq3FjpawCn87nsUfP11xTk6BV99DU3nzkj46ktaiVINXRpG48dDaR5rwYaRShE5bhwix40TOkpQiX7ueaT9eRwuvb7Sc0XTpgjt35+zPo6SEui3bHVbY202lK5Zg6inn65WD/2WLZWHTDco27QJUc89B2mM///ZkNepc22lmYcvcOT16/OciAgtWRuJM8Xub79O0UbxkkFerx5iX5/GSy9CCPk32jpHSA0kr13HY00cGgpJeDiPaarPZbEgbcRIFC9cCGdxMVibDaaDB5E2ajSM+w8IHS+gmA4dQsEXX1Q5rNm4ezcKZ34jUKrgML5jHURqqt4uF6aSYlKnugIkIoFI0aA+UletROijj0KanAx5/fqIevZZpPwwn9OVqI68POBf26tvZMt0/yH6VpSfPeclgAO2S4Fxdpk0Ph66nve7rUni46CtgTds1nRDGnW6rRohhAQLWtFESA0UNvhRlCxdCra8vEot9LHBYAJs1UrZuvUoP3u2asHhQP4Xn0PT4V7+QwWokpUrPdZKV65E1JRnwHg7I4Z4lBCqxM+T2uHrnRew7XQeXCyL7o1i8FTXeqgV6f2WIK6xTicMO3fC/NvvEKmU0D3wABQNG/Kagdw+WUoK4t5+y6c9pPHxYORyt39PAICsVq1q95DExHivR/v/aqbr4t59F6yLhWHbtoqVTfLGjZAw/TNaCVoDDajfHpfLcrHw1C44/38guFQkxqRmvdEt5S5hwxFCCA8Ylg2+cyEYhslMSEhIyOTg2zZCgpVx3z5kv/oanIWF1x6IxQgdMACxb7wORiwWNtwtypg0GUYvh9PW278Pkih+lqoHuquPDvZ4qC0ANDh2FCKVisdEhGtOvR7pY8bCevJkpecR48Yh+vnnBEpF/FHO62+gdNWqKs8ZlQp1tmyp9rY2R1ERLnbp6naYpWzeHLWWLa3W6wvBlpmF8vPnIYmOhvLOO4SOQwSWYyzG3sxTEIsYdE5qikilTuhIhPAqMTERWVlZWSzLJgqdhfCLVjQRUkNp7rsP9XbvgunQIbiMRihbtIA0wM5luo75980q/3azOqkgq1fX46BJmpBAQ6YgkD/9sypDJgAomjMHqnvuhqZ9ewFSEX8U8+orcJaWwLB9R8UzcWQkEj75mJOzkyQREUj4bDqypr4A1mqteC5NSkL8Jx9X+/WFIEtMgCyxeoek3wpHURFKf/oJtitXIUtKREj//pDeZKUY4U+cJhyDG3YQOgYhhPCOPn0RUoMxUik0990ndIxq0/bocW27ghuq1q0hCQvjOVHgCh86FGXr1rs9myV85Ej+AxFOuWw2lG3Y4LFetuanoBg02bOyUPj9HBj37AFEImi7dkXEuHEBcbC0PxEplUicMQPlly7B8tcJiENDobm3Pafbq7XduqHu7l3Qb9gAR0EB5A0bQte9e8Bt4RaC6fffkTlxElwmU8WzwtnfIeGrL6Ht1Em4YIQQQmo82jpHCAl4rMOBjCfGw3TwYKXnIrUayQsWQNnkToGSBSb99u3IfettOIuKAACMXI7wESMQ/dyzAicj1eUoKcGFtu081lV3342UhQv4C+QDtswsXB08+J9twf8niY9DreXLIQ2gc38I8YS123GxS1c4Cgqq1ERaLert3RPwK1ANVjvW/pmFC/lGJIQq8UjLRLcXKhBC/Bdtnau5aEUTIX6KtdsBlqVvdf8DRiJB0uxZKFmxEmUbN8BlMELVujXCR46APDVV6HgBR9e9O7QdO8L0+x9grRYoW7akVWFBQhwaCmlSEuwZGW7riiA4U6bou9lVhkwA4MjOQfEPCxDz0osCpCJCc5WXQ79hA4x79wJiCbTdukHX8/6bb732U8YDB9wOmQDAZTDAsGMHQh5+mOdU3DmZWYYRP/yOYpOt4tkXO87j2yEt0KUhbQ0khBB/F5h/uxISxMovX0HBF1/AsGsX4HJB3fYeRD3zDJTNmgkdza8xMhnChw1F+LChPu/lMptRunYtTAd+BSOTQdezJ7TduwXcIereMDIZNPcG/hYqUhnDMIgYMxq5b71dpSZSqRD22OMCpOKWYdduz7WdO2nQVAM5DQakjxgJ6+nTFc8MW7ei7Kc1SJw9OyBvhXOWlHqtO4qL+QniAy4XiyeXHas0ZAIAq92Fp5cdx6FXukCrkAqUjhBCyH9BgyZC/Ig9KwtpQ4bAWVJS8cx08BDMx/5EyuLFdIONH3AUFyNt+HDYLl6qeGbYuhWazp2ROOPrgP12PBDZnA6UWI0IkaugkATeB0WhhA0eDJfRiMI5c+EqKwMAyOvVRezbb/N6iLEgGKEDECEUffddpSHTdaaDh1C6fDnChw8XIFX1KJs2uUm9KU9JuPfblWKkFZnd1ozlDmw+mYNHWyfznIoQQsitEAkdgBDyj6IFCysNma5jrVYUzpolQCLybwVff11pyHSdcfdulP78swCJah6Hy4mvj23AfSteRseVr6DdshfxzqHlMNurXpFO3IsYOxb19u5BytKlSF23FrU3bICqRQuhY3FC26Wzl1pXHpMQf1G23ssB+OvW85iEO/K6daHp0sVtTdWqVUD/eS40ev9ZXmi0ea0TQggRHg2aCPEjpl9/va0a4Y9+w8bbqhHuvHt4Bb79azNKy6/dtGR2lGPp2b14atd3AicLLCKFAqoWzaFo0EDoKJyKGD8B4qjIKs+l8fGIGD1KgEREaE6j0UvNwGMSbiVM/xQh/fqBkf5/G5lEAm2vnkj8ZqZP+rFOJ0rXrEHa8BG43L8/ct97H7b0dM773BGvA+Nl9eGdCSGc9ySEEMIt2uNBiB9hFJ5vUxEpFDwmqZ4cYzF+OLUDv2adgUwswf21WmBo487QSAPn/4M7rMsFl9n9cn6Anw8sToMBhm3b4CzTQ9n8LqiaN/d5T3+SayrB6vPuh66/Zp/Bn/mX0Ty6Ns+piD+RJSYgdcUKFM2de+28JhEDXffuCB8zBpKoKKHjEQGoWraEaf9+97VWrXhOwx2RSoX4Dz9A9IsvwJ6ZBWlcLCSRVYesXGBdLmQ+8wyMO3ZWPCs/fQZla9deu92Vw639taM06NE4Br+cyqtSaxynw331uPv/yLIszL/9BltaOmQpyVDdfTcYb1MuQggh/wkNmgjxI7pevVBw+oz7Wu9ePKe5PWn6fDy+aTqKrP8MXc4UZ2Jb2p9Y1Os5qAN42MSIRFC2aAHL0aNu6+rWrX3aX79lC7Jfmwb2hmGXqu09SJwxE2KN2qe9/cWxvEtwsi6P9T9yL/hk0MS6XDD88gv0mzfDZbFCfc/dCB04EOIQ+mbdH0nj4xH7xhuIfeMNn7y+U6+HYdcusNZyqNu1hSyZzovxZ5ETxsN06BDgcFR6zqhUiBg9WqBU3JGEhfn8ZlDjrl2VhkzXuYxG5H30IWotXsxpv88H3YVpa//Ghr+y4XCxYBjgvnpR+HRgU84GQbb0dGROnozyCxcrnsnr1UXiN9/Qn2lCCKkm2jpHiB8JHzIECjcHeEqTkxE5caIAiW7dV8fWVxoyXXe6KAMrzx0QIBG3IidOBERVf3SKdDqEDRvms762q1eR9cKLlYZMAGA+dBh5H3zgs77+RiPzPqj0xao51ulE1jNTkPXsczBs3wHTgQPIn/4ZrvTrD3t2Nuf9iH8rWbESFzp2Qs7LryD3rbdw6f6eyHn9dbBOp9DRiAeqli2RNGsW5I0aVTxTtmiBlPnzIK9TR8BkgUO/9RePNcuRo3AUFHDaTy2X4ItH78LBV7pgxRP3YN8LnbFwdBtEa7n5Gc+yLDImTao0ZAKA8gsXkTFxEliW5aQPIYTUVDRoIsSPiFQqpCxcgJhp06Bq0wbKFi0Q9eyzSF21MiC2fLAsi+1pf3msb0v7k8c0vqG5tz0SZ86EvH79imeqe+5BysIFkCUm+qxv6erVVb6Nv06/cSOchsA9Z+RW3BPXEJFKnduaVCRBz1TuD8DVb94Cw/btVZ7bs7ORP/0zzvsR/2U+9idy33oLrMXyz0OWRemq1SiaO0+4YOSmNB3uRe2ff0LdvXtR78B+1Fq6BMq77hI6VsBgbd4P4L5Z/XZFaxW4u3YEksJVnL6u+fBhtxd7AIDt0iWYDx3itB8hhNQ0tHWOED8jUioRPnQIwocOETrKLWPBwsl6/lbf4QqOb/y1XTpD26Uz7Hn5YGRSn29ZAABbVpbHGmuzwVFQALFW6/McQpOJJXi//TA8tfs72Jz/DN5EDIPX73kU4Qru/xnoN23yWDNs3w6XzQaRTMZ532Bmz8tH0Zw5MOzYAbhc0HTujMgnxkGakCB0NK9Kli4FPKx0KFm6FJHjn+A5EblV0phooSMEJPW97WHYts1tTVanjt//2f0329Wr3utpaVC3a8dPGEIICUI0aCKEcEbEiNAh4Q7szfzbbb1j4p08J/ItPj+wyFNT4WnNEqNSQRoTw1sWoXVMuhPr+7yO5ef24XJpLuI14RjUoAMaRyT5pJ/LZPJYY+32a9/k06DpP3MUFODqY4PhyM6peFa6YgUMO3ei1vJlPl0ZWF3ebthy5OXBZbUG1MUNhPxXIQ89hJLFS1B+/nzlgkiEqGeeFiZUNUiTvJ/BdLM6IYQQ72jrHCGEU081fxBKSdUP3QmaCAxp1In/QEEidOBAMEql+9ojj0CkrhmHgV9XKyQaL7cZgO97PIm32j3usyETAKjatPFYU9xxB8Qajc96B6Oi+T9UGjJd5ywsRNF33wmQ6L/zdkCwJCaGhkwkaImUSiQvXICwxx+DSKMBGAbK5s2RNHsWdD16CB3vlqnbtYUsNdVtTVarFtTt2vKciBBCggsNmgghnLozMgVLek9F9+S7oJTIECJX49EGHbD0gakIU9AH8tsljYtD4swZEN94dTXDQPfgg4h+YapwwWqAsMcGQxzl5jpthkHk5En8Bwpwxl27PNYMOz3X/EHY448DHm68Cnv8cZ7TEMIvSVgYYt94Aw2O/IGGp/5GrWVLobnvPqFj3RZGJLp2u1xKSqXnspQUJH77LRg3l374ivnoUeRPn478zz6D5fhx3voSQogvMcF4qwLDMJkJCQkJmZmZQkchhBBOsXY7jL/+CpdeD2WzZlXeJBPfsF29iryPP4Fx717A5YK8QQNEPfUktN26CR0t4Fy6vydsaWlua+LwcNQ/+CvPiW5NyYqVyPvoo38OBBeJEPpIf8S+9RYYsVjYcISQW8K6XDD9+itsaemQpSRD3b49b0Mm1uFA1vNTYfil8o1+IX0eRtyHH/I67CLEVxITE5GVlZXFsqz/7osnPkFnNBFCSABhpFJoO3USOkaNI6tVC0mzvoXTaAJrK4ckPFzoSJWUX7wI0++/Q6RUQdu1C8Q69zfz+QNN164onj/fbU3btSvPaW5d2KODoOvVE8Y9e+CyWK9twUnifuum6fBvKNuwHi6DEaqWLRDSv3+NOPCfED4xIhE0HToAHfjvXbx4cZUhEwCUrVsPZfMWCBv8KP+hCCGEI7SiiRBCCAlQrN2O7JdfqXQzHqNUIvb11xHav5+AyTxzFBbi6qBHYc/OrvRcHBWJWsuWQ5YYWLdX+ULue++jZPHiSs8k8XFI+XER/fMhJEhcevBB2C5ecltTNGmC1FUreU5ECPdoRVPNRWsyCSEBx+Z0YNPlP/DZkbX48fQulFiNQkciRBAFM7+pNGQCANZiQc60abCcOiVQKu8kkZGotWI5wkeMgDQ+HpK4OIQ9/hhSV6ygIQoA0+HDVYZMAODIzkHe++8LkIgQ4guOgkIvtQIekxBCCPdo6xwhQe7w5SJs/TsXTheLLg2j0bF+FEQi94fZBoIMQwFG//I1Mgz/vEH7/MhafN5pDLokNxMwGSH8Yh0OlK5Y4b7ocqF0+XIo332X31D/kSQqCjGvvIyYV14WOorfKVu33mPNuHcvnKWlEIeG8heIEOITikaNYD582GONEEICGa1oIiRIuVwsnl72JwZ/fxgLDl7FosNpGLXgDwyf/zusdqfQ8W7b1L0/VBoyAYDVacdze+bRyiZSozgNBjhLSz3WbekZ/IUhnHHq9Z6LLhecRhN/YQghPhMxZrT7WyxFIoSPGsl7HkII4RINmggJUiuPZGD9X9lVnh+4WIjZe92fCeDvzpdk4a+CK25rVqcd6y/9xnOimsty/DjKNmyA5eRJoaPUWGKtFmIvh5LTjYSBSdWihceaJD4O0rhYHtMQQnxF06ED4t5/H+KIiIpnkqgoxH/yCdRt2giYjBBCqo+2zhESpFYe8byaYdWRTEzpVp/HNNzIN5d5reeZS/kJUoPZs7KQ+fQzsN5w/o+iWVMkfvUVpLH0AZhPjESCsMGPovDbWVWLYjHCHn+M/1Ck2kIf6Y/iH3+EIy+vSi1y/AQwYnG1e7AOB4rmzUfpypWw5+VBXq8eIkaOQEifPtV+7RvZc3NhOngIjEwGTcf7asyteazNBgBgZDKBkxB/F9q/H0IefACWEycAkQjKpk3BSOjjGSEk8NFPMkKCVLHJdls1f1Y3NA5iRgQn63JbbxBGF1r4EsuyyJgwEeUXLlR6bv3rBDInTUbqT2sESlZzRU6aBHtOLsrWrgX+f4usSKNB7JtvQtGwobDhyG0Rh4Yi5ceFyH3vfZgOHABYFpK4OESOfwJhjw7ipEfW1Bdg2Lq14tflZ84g+6WXYc/PR+S4cdV+fZZlkffhhyhZshRwXtuqzahUiHnxxaC+st1y6hQKvvzq2u8bw0DToQOinp1CfxaJV4xMBlWrVkLHIIQQTtGgiZAg1SQxFFeLzB5qITyn4UasOgy9Ulti4+U/qtTi1eHoWcvzlhNSfeZDh6oMma6znj4N85Ej9GaZZ4xEgvgPP0DkxAkw//47RCoVNB07QqRWCx2NVIMsJQXJc76Ho7gYLqMR0oQETlYyAYDl5MlKQ6YbFc2ajbDHHodYU71/f0oWLULJj4sqPWPNZuS+/TbkdWpD1bp1tV7fH1nPn0f6sOFwmf//9y7Lwrh3L8xHj6LWypWQ104VNiAhhBDCIzqjiZAgNa5DKqTiqodMMgwwsWMdARJx4512Q/BA7VYQ3XCA5h0RyZh3/9OQS6QCJgt+5Zfdn4/1T/0yT0nIv8mSkxE6YAB0vXvTkCmISMLDIUtO5mzIBADGffs81lxmM8xHqg7yb1XxosXuCyyL4iVLq/36/qjo+zn/DJlu4DIaUTR3rgCJCCGEEOHQiiZCglTTxFB8P6wV3tl4GlcKr91SFBeiwIs9G6Bzw2iB090+lVSOzzqOwfMt++FCSTaiVSFoFJEkdKwaQRoff5N6Ak9JCCG3i7nJQP5m9ZthnU7YMzyfEWi7erVar++vTIcOea4dPMhjEsCWkQGX2Qx57dpgpPQFDCGEEP7RoImQINa5YTQ6NYjCmRwDnC4WjeN1EIvcXKUbgOI14YjXeL5xi3BPc18HSOPjYc+uepuhLCUF6nZtOenjKCyEYfduwMVe6xkXx8nrCsWenQ3D9u1w2WzQ3HsvFI0aCR2J1GDaHt1R8OWXFWd63UgcHg5Vm+pta2PEYo8/JwBAlsTPFwOWk3+jdNUq2HNyIK9XD2GDH4UsOdln/URyOZyeagqFz/reyHLqFHLffgfWEycAAOKoSEROnIjwxx/npT8hhBByHQ2aCAlyDMOgcbxO6BgkCDASCRJnfYuM8RPgyM2teC5NSEDiNzPBiKq/G7tw9mwUfPMtYLdfeyAWI3z4cMS89GK1X1sIhbNno2DGzIoDkQs++xzaXj2R8MkntNKACEKemorwUaNQPH9+5YJIhJhXXoGIg5vSwoY8jvxPp7uv8XAbYvGSJch77/2KYZpp/36ULF2KxJkzobm3vU966nr3QtHceR5rvmbPzUX6qNFw6fUVz5wFhch7512I5AqEPtLf5xm45DQaUbZ2HSzHj0McGoqQPn2gbHKn0LEIIYT8Rwzr5hutQMcwTGZCQkJCZmam0FEIISTosHY7DDt3wZaRDlmtWtB27szJdcyGHTuQ+eRTbmux776DsIEDq92DT8b9B5Dh4QavyKefQtSkSTwnqhnMf/yB8qtXIUtKguruu8EwwbGKk2v6rb+gdOVK2PPyIK9fD+HDhkPVojknr826XMh9802Url5TMexhZDJEPfcsIkaO5KSHJ/a8fFzs2hVwOKrUJDExqLtzh0+uj3eWliJt2DCUX7hY6bm8YUOkLPoRYq2W8543yv/iSxR9953bmiwlBbW3bgmYPwu29HSkjRgJR05OpeeRTz6JqCcnC5SKEHI7EhMTkZWVlcWyLF0NXcPQoIkQQohfSB89GqaD7s85kTdsiNprf+Y5UfVkPPkkjDt2uq1JoqNRb99enhMFN3tWFjKefArlZ85UPJPVrYOkmTMhq1VLuGA1mC0tDcYDB8DIZNB27QpJuO+3OxcvXIi8Dz/yWE/+YT7UbbnZ5vtvTqMRpStXwbhrF8Aw0HTtgrCBA3k5oD9t5CiYDx/2WK936CAkYWE+z8GF9NFjPJ5rVWvVKlrZREgAoUFTzUVb5wghhPgFW1q6x5o93XPNX3k6owYAHPn5YB0On6ysEJL19GmU/rwWzuJiKJrcidB+/SAOCeGl97+HTABgu3gJGRMmovbmTZxs7SS3RpaSgvCUFF57Oo3GatWrQ6zRIGL0KESMHuWzHh57h4Z6rDFyOUQqFX9hqsGel+/1YPWydeto0EQIIQGA3nURQkiQsmVkoODrr5Hz+hsoWbYMTqNJ6Eheybx8IJXW4vfDKhfkdep6rMlSUoJuyFQ4Zw6u9H8EJYsWQb9pE/I/+hiXHnwQ5Zcu+by3+ciRKkOm62xXr8J04IDPMxD/oGrl5TBzqRSq5txsD/Q3of36eqzpevaESC7nL0w1uPRlbg+qv85ZWspfGEIIIbeNBk2EEPJ/9qwsFM6ahdz3P0DZhg1w2WxCR7ptpWt+wqWevVD47SyUrlqF3LffweVevXj50H+7woYO9VgLHzqMxyTcCB86BPCwiiZ85Aie0/hW+YULKPjs8yrPnQWFyHn9DZ/3t129Wq06CR7qu9tAdffdbmthgwdDEhnJcyJ+aDp2RNiQIVWey+vVRXQAXaYgTUmB2MsWP2Xzu/gLQwgh5LbRoIkQQgCUrFqFiz3uR8FXX6Nk0SJkv/AiLj/0kNftT9XhKi+HfutWFC9ZAsvx45y+tj0nBzlvvllx09l1joICZL/0Mqe9uKTt0hnRL0wFc+OtV1IpIp54AqH9+wkX7DYpmzVD/McfVdo6xshkiBg/HmGP+f7mLT6VrVvnsWY5dgw2H299lCZ5v7Zempjk0/7EvyR9+w1CBz8K5v/bxcTh4Yh8+inEvOK/P/+4EPv6NKQsXYqwIUMQ0rcv4j76ELVWr+blbCyuiGQyhHvYeiiJi0NInz685mHtdtgyMuC84TY/QgghN0eHgRNCajzb1au41PsBwOWqUlO3a4fk+e6vrL5dpsOHkfXsc3CWlFQ8U7VujcSZMzg5z6Zw9nco+PJLj/XU9eugqF+/2n18xVFSAuPevYDTBXWHeyGNjhY6UrW4rFaYDh0CW26D6u42AXMg763Ief11lK5a7bFea9VKKJs08Vl/lmVx5eGHq9z4BQDSxETU+WUrGLHYZ/2Jf3JZrXCWlUESHg5GKhU6TlBxmUwo/elnGPftAyMWQ9u9O0IeerDyFwXVUDR3Lormzb/29yTDQN22LWLfehOyZO9DZa6wLIuiuXNRvGAhnEVFgEQCbbduiJ32WtCuiiPEF+gw8JoruA6IIISQ21D681q3QyYAMB06BHt2NqTx8Zz0chQXI3PSZLjM5krPzX/8gZxpryNxxtcc9CjyWncWl3itC00SFobQvn2FjsEZkUIBbefOQsfwKeVdzT0OmkRaLeR1PZ9XxQWGYZA4cyYyJkyE7cqViufSxEQkzZ5FQ6YaSqRQQKRQCB0j6DhKSpA+fATKL1yoeGbcswdlP/+MpLlzOPlnHjF2LMKGD4c9LQ0iXQikMfx+4VD47bconDHznwcOBwxbt6L84gXU/uknzgZqhBASrGjrHCGkxnMUFXousiwcRd4HN7eibO26KkOm6ww7d8Kel1ftHsomTT3WGJkM8gb+u5qJBCbdA70h9bDSIHz4cIiUSp9nkKWkoPamjUia8z1iXn0VibO+RZ1ftvp8yEVITVM4a1alIdN15iNHULJsOWd9RDIZ5PXq8T5kcpnNKP5hgdua7eIl6H/ZxmseQggJRDRoIoTUeIpGjTzWGJUKstRUznrZ0tM8F10u2LOyqt1Dd38PSFPcf+gPHTAgKLduEWGJFAqkLPgB6o73VRyALg4JQdQzTyPyycm85WBEImg6dED48GHQdu5MK5kI8QH9ps2eaxs38pjEN6znzsFlNHqsm48d5TENIYQEJto6Rwjxyp6bi/JLlyCNjYW8Th2h4/hESJ8+KJr9HRwFBVVqYYMGQazRcNZLllLLc1EshjSh+lvYGZkMKT/8gJxp02A6eOjaM4UCoYMGIuaFF6r9+sGEZVnYrlwFIxHzdvZHsJLGxyP5u2t/jpxlZZAmJQXMleqEkP/OZTJ5rnlYsRtIxFrtTeo6npIQQkjgokETIcQtl9mMnGmvQ//LLxW3lylbtkTCJx9DmpAgcDpuiTUaJC/4AdkvvQzr338DABi5HKGDBiF66vOc9grp2weFM2e6faOu7d6dsy0C0vh4JM+fD1tmFpxFhZClpkKsozfHN9Jv24b8zz6DPe3ajWjyhg0R8+orULdpI3CywCaJioIkKkroGIQQH1G1aQ3Tvv0eaoH/81Nety4UjRvDevq023rIww/xnIgQQgIP3TpHCHEr85kpMPzyS5Xnslq1UHvjBjCS4JxTl1+4AEdJCRT160McGuqTHqbff0fWc8/DWfjP2VDqdm2R8OWXNAziifHXX5Ex7okqh8AzCgVqrVgBBZ1jRQghbpmP/Yn0ESPA2u2Vnos0GqSuXgVZrVrCBOOQ9cwZpI8aDWdpaaXnUVOeQeSECcKEIiQA0a1zNRcNmgghVdgyM3Gpew/Aw8+HhK+/gq5HD55TBRfWZoNx/344ioqguOMOKO+4Q+hINUraiJEw//ab21pIv36I//ADnhMRQkjgMB3+DQVffAHLX38BDAN127aInvo8FI0bCx2NM47CQpSuXg3rqVMQh0cgtH8/KJs1EzoWIQGFBk01V3AuSSCEVEv5uXMeh0wAUH72LOCDQZM9Px+szQ5ZYnBtzXOHkcmg7dpV6Bg1luXPPz3Xjh/nL4gATmWX4ZvdF/HrxSIopWI8fFc8JnWqg1AVXdf9X7ksFhQvWgz9xo1wmUxQ3X03IsaM5vYcO1MhcGIlYMgGou8A7ugHSKt/bTwhXFDfczfUK5ZfW/EjFt/0XKNAJImMpNVLhBBym2jQRAip4mbnq3B9/orl71PI++ADWI4dAwDIUlMRNWUKdPfTqiniG+LQUDjy893XQkJ4TsOfY+kleHzOYVjt17YMllns+H7fZew9V4A1k9pBI6e3BTfjstmQPmZsxc8rACj76ScYtm5F8sIFUDZpUv0mZzcDq0cDDss/z3a9BwxfB0TWrf7r+yHrufMoXbEctqtXIU1KRtjgR73eCEr8g6+2mBNCCAlsIqEDEEL8j7JpU8jruz+jhlGpoHvgAc562TIykD5qVKUPbbYrV5A1ZQqMe/dy1oeQG4X06eO51tdzLdB9uvVcxZDpRufyDFjxR4YAiQKPfsOGSj+vrnOZzcif/ln1G5iLgTVjKg+ZAECfCawZXf3X90P6zZtx5ZFHULJ0GUwHD6F0xQpceWQASn9eK3Q0QgghhNwGGjQRQtxK+PwzSGJiKj1jlEokfP4ZpwdWF/+4CC6DoWqBZVE4azZnfQi5UeSE8VDedVeV55puXRE6YAD/gXhgtjlw6HKRx/rOM3k8pglchu07PNbMv/0Gp15fvQYnVwF2D1fE5/x17T9BxGU2I+eNNwGH418FF3LfeQdOd38/EEIIIcSv0Rp5Qohb8rp1UeeXrdBv2Yry8+chjY2B7uGHIQkL47SP+egRjzXL8eNgnU4wYjGnPQkRqdVIWfQjDNu3X1s5J5FA16MH1B06gBEF53cwDBgwjOfj10QMw2+gAMWyVVeEVeK6Sf1mDLk3r8cFz4HExr174TIa3dZYiwWGnTsR2rcvv6EIIYQQUi00aCKEeCRSKBDar69Pe4h1ns/DEanVNGQiPsNIpdD17g1d795CR+GFUiZGh3pR2He+wG39/jti3D4nlWk7dYJp7z63NWXz5tU/syb2Ts81RgREB8+tXgDgMpmqVSeEEEKI/wnOr20JIQEj5OGHPdZ0Dz/EYxJCgt9LPRtA6+bA72aJIRjQMkmARIEnpG9fyN0cUs3IZIh+7tnqN2j0MBBWy33tjn5AaHD9Pqlatwa8rKZTt2nDYxr/wTqdYL3c/koIIYT4Mxo0EUIEFdLnYWi7d6/yXF6/PqKeflqARMQXnEYjTIcPw3Lyb/rwJKA74kOw9sn2eLRVEhJClagfo8Hz3etj6bh7oJTR6sH/QqRUImXhAkSMHQNJXBxEOh003boiZcnia0OT6hJLgWFrgcQbBiyMGGgyEHh4RvVf38/IUlI8fuGg7dkT8nr1eE4kLPORI0gbOQpn72yCc3c1R/ZLL8GekyN0LEIIIeSWMMH4hp9hmMyEhISEzMxMoaMQQv4D1uWCcc8e6LduBVtug/re9gh56CGIFAqho5FqYlkWhTNmoGjBQrDmawccy1JTEff+e1C1aCFwOkL8XP4ZQJ8NRDUEQhJ82splNsOwcyecpWVQ3nUXlE28bOHjGGu3o2DmNyhdsQLO0lKIdDqEDhyAqGeegUgm4y3HzTgKCmDctx8AoOl4HySRkZy+vvmPP5A2egxgt1d6LomPQ+qaNZyfkRjoHAUFYBQKiLVaoaMQQjxITExEVlZWFsuyiUJnIfyiQRMhhBCfKZo3H/mfflrluUitRu0N6yGNjxcglf9hXS7Y09PBKFWQxkQLHYfUMIadO5H98iuVbgBVt2+PxK+/gkit5i0Ha7fDWVYGsU4Hxo8GTABQ8PUMFM6Z888QSCpF5PjxiHpyMmc90oYNh/mPP9zWIp96ElGTuesVyPTbtqFwxgyUX7gIiERQd7gXMS+/DHlqqtDRCCH/QoOmmou2zhFCCPEJ1uFA8YIFbmsukwkly1fwG8hPla1bh0s97selnr1wsWNHXB06FNazZ4WORWoIW2YWsp59rtKQCQBMv/6K3Pfe5zULI5VCEhnpd0Omso2bUPjtt5VXGtntKJw5E/otWzjp4bLZPA6ZAMB04FdO+gQ6w86dyHpmyrUhEwC4XDDt3Ye0YcPhKCwUNhwhhJAKNGgihBDiE46iYjgK3N9wBgDWM2d4TOOf9Fu2IPull2G/YQWu5chRpI8YCXvuTa65J4QDpWtWg7XZ3Nb0mzbBWVbGcyL/U7Jkicda8WLPtVvBiESAVOq5Lpdz0ifQFXzzDeBmN4azsBAly5YLkIgQQog7NGgihBDiE2Kd1uuHI0lUFI9p/FPhrNlunzvLylCyZCnPaUhNZE/P8FhjbTbY8/J4TOOfbGlpt1W7FYxEAm23rh7rup49OekTyJxGI8pPe/6CwvzbbzymIYQQ4k3VO44JIYQENHt+PvQbNsBRVAxlkzuh7dYNjJdvyn1FpFRC98ADKPvpJ7f10AGP8JzIvziNJpSfP++xbv7zGI9p+GHLyEDpqtWwZ2VBVqc2Qh8ZQGdSCUxWq5bHGiOXQxoXx18YPyVLToaluNhjjSvRzz0Hy5GjVVaCqtq0QUj/fpz1CVSMTAZGKgX7r8PSrxNpNDwnIoQQ4gkNmggh5CbKLHZsPJGNQoMNdybo0LlBNEQiRuhYbpWtX4/s16ZVOktElpqK5PnzBPnAGPPSiyi/cAHWkyf/ecgwiJoypcbfOieSy8DI5WDLy93WxboQnhP5ln7LFmS9+FKlfzeL5s5D0rffQn3P3QImq9lCBzyConnzwFqtVWohffrQjV4AwoYMgeX4cbe18KFDOOsjS0pCrTWrUbJkKUwHD0Ikl0PbuxdCBwzg/PY91umEcfdumI8chUirQciDD0KWksJpD66JZDJoe/SAftMmt3XdQw/ynIgQQogndOscIYR4sf10Hp5Z/ifMNmfFs4axWiwc3QYxOoWAyaqyZ2Xh4v09AYejSk3drh2S588TINW1G9WMe/bC/PvvEGk0CHnwAa+rKGqS7FdeRdnPP7utJXz1FXT39+A5kW849Xpc6NgJrMVSpSaJjkbdXTvBSHz33ZfLZkP5mTNgFEooGtT3WZ9AZdx/ANkvvQTnDat2tN27If6TTyBSKgVM5j8Kvv4ahd/P+efnq1SKyHHjEPX0U8IGuw2OkhJkjBkL6+nT/zxkGERPfR4RY8YIF+w/sOfmIm3osErn2gGAtmdPJHz+2bWzrgghfoNunau5aNBECCEe5Bus6PDxbpQ7XFVqHepFYtEY/1qFUTBjJgq/+cZ9kWFQd8d2SBMS+A1FvHIUFSFt+AjYLl2q9DykXz/EffA+GMY/V87dqtLVq5Ez7XWP9aQ530PToYNPehcvXoLCb7+tGKLI6tZB3JtvQtW6tU/6BSqXzQbTvn1wlpZCedddkNetK3Qkv2PPz4dp3z4AgKZjx4A9Zy7rxRehX7/Bba3WyhVQNm3Kc6Jb49TrUbrmJ5gOHYRIpYaud69rW8RpyESI36FBU81FW+cIIcSDn45luR0yAcCBi4VILzIjOULFcyrPvN3wBpaFo6CABk1+RhIRgdTVq1C2cSPMhw6BUSihe6A3NO3bCx2NU87S0pvUfXOzWenatch7771Kz2wXLyF9/ATU/mkNray7gUgmg7ZbN6Fj+DVpdDRCBwwQOka1OI0mGLZs9VgvXb3G7wdNYp0OEaNGImLUSKGjEEII8YAGTYQQ4kF2adVtPtexLJBTZvGrQZO8YQOPNUYuhyw1lcc05L8SKZUIGzgQYQMHCh3FZ5R33eW5yDBQNvPNB9uiOXPdPmfNZhQvXoLYaa/5pC8h/spVVurxMG3gJl9YEEIIIf8RrTElhBAP6sV4PgRXKmaQGqXmMc3NhTzcB+KoSLe10EcegTgkuA6XJoFD1aoVVK1aua3pevfm9Oau61wWS5UtiTey/v035z0J8XeS6GiIIyI81hWNGvGYhhBCSLCiQRMhhHjQr3kCIjXub/p5uFkCorX+dRi4WKNGyvz5kN/4QUEqReigQYh5+SXhghECIHHWt9A9/BAYqRQAwCiVCBsyBHEfvO+Tfoxc7vW6c28ftgkJVoxUivDhw93WRFotQh8dxHMiQgghwYgOAyeEBAyWZWH58084S8ugbHInLwexns7W48llx3C5wAQAEDFA7yZx+HRAMyhlYp/3v13WM2fgKCqGomEDSCLdr3IiRAjO0lLY8/MhjU+AWOPbVYG5776HkiVL3NYSv5kJbdeuPu1PiD9iWRYFX3yJ4kWLKm6ClNWpg/j33/O+zZUQQm4RHQZec9GgiRASEMx//onsl16GPT392gOpFKEDHkHsa6/59Fp04Nqb8qNpJSg0lqNxXIhfnctECPHMaTQifcwYWP86Uel52NChdD4TqfGcBgOsp05BpNFCeecdQschhAQhGjTVXDRoIoT4PUdBAS71fgAug6FKLWLcWEQ//7wAqYjQnEYTytatheXP4xCHhCCkbx8omzTxaU+WZXEw+yyOF1xGqFyN3qmtEKbwvD2LCI91OmHYtQumgwchUiih693L5/+eEOGwLheMe/bCdPjQtd/vB3pD0cDzRQmEEEJ8hwZNNRcNmgghfq9w9mwUfPmV25pIo0G9/fsgUip5TkWEZMvIQNqIEXBk51R6HjlpEqKefsonPUvLTRi/fSb+Krha8UwmluC99kPxcJ27fdKTEPLfOY0mZIwbB8uff1Z6Hj5mNGJeeEGgVIQQUnPRoKnmosPACSF+z3runMeay2iEPTubxzTEH+S+/U6VIRMAFH77LSwnTrj5X1TfO4eWVxoyAYDN6cCr+3/E1bJ8n/QkBADKL19B7nvv4+qQoch89lkYf/1V6Eh+qeCLL6oMmQCgeN58GPfuFSARIYQQUjPRoIkQ4vekMbFeilJI6PaoGsVRUACTlw/aZWvXcd6zxGrEtqvH3OdhXVhzgT74E98wHTyIK/37o2TxYliOHoVhy1ZkjBmL/K/cr/KsqViHA2Vr13qsl675ib8wBADgKClBwcxvcGXgIFwd/BiK5s2Hy2QSOhYhhBAe0KCJEOL3Qgc8Aojc/7jSde8OcWgov4GIoJx6PeBl27eztJTzngWWMjhYl8d6tqmY856EsC4Xct54E6zVWqVWNGs2yi9fFiCVf3JZy70OMRyFhTymIfb8fFwdOAiFM2fCevIkLMePI//TT3F12DA4jUah4xFCCPExGjQRQvyevG5dxL3zNiCVVnquuPNOxLw+TaBURCiypCSIvaxiUzZvznnPBE0EVBK5x3q90HjOe/LBcvIkMp99Fhe7dsOVAQNRvGQJWIdD6Fjk/yx//QW7l/Mm9Zs285jm1rhYF37NOoOV5w7gSO4Fn/cTa9SQpaR4rCvuoFvV+FT47bdu/90tP30GJYsXC5CIEEIIn3x7JzghhHAkdMAAqO+7D/pNm+HUl0HVvDnUHTqAYRiho9UILMui/MwZsA4HFI0agfnX0I9PjEyGiNGjkf/pp1VqkthYhPTtw3lPtVSBgfXbY+HpXVVqGqkCA+q357ynrxn37kXGk08BdjsAwJ6VBevff8N8+DckfP0V/dnyA+5WMt3IZbHwlOTWXCrNweSds3FV/8/ZZY0jkvBNlwmI04T7rG/42DHIff2NKs8ZpRLhQx73WV9SlWHrLx5r+q2/IHLCBB7TEEII4RsNmgghAUMaHY2IUSOFjlHjGPftQ+7778Oelg4AEEdGInrKMwgdMECwTBFjRgMAiubNg7O4GGAYqNu2Reybb0Cs1fqk5/Ot+sFot2LtxcNw/n8bXYImAp/eNwqRSp1PevoKy7LI++DDiiHTjQzbt8N86BDU7doJkIzcSNGkKURqtcctYeq2bXlOdHMOlxPjt3+DTGNRpeenizLw9O7vseqhl33WO2zgQLj0BhR+/z1cZWUAAFlqKmLffBOyWrV81pdUxdpsnmvl5TwmIYQQIgQaNBFCiJ9gWRbm336DPSsLstRUqFq0EDoSrKdPI3Pyk2BvGEg4CwuRM+11iEJCoOveXbBsEWNGI3zYUNjS0iDShUAaE+3TfjKxBO/fOwxP3vUAThamIUSuRuvYuhAxgbcLvfz8BdjS0jzWDTt20KDJD4g1akSMG4uCL6se/K1q1Qrqe/1vJd3ejL+rDJmuO1mYhr8KrqBZVKrP+keMGY2wIY/DeuoUGIUCSj/YMle2fj2KfliA8nPnIImNQdigQYgYM0bQlaG+pm7fHobt293X7r2X5zSEEEL4RoMmQgjxA+WXLyPzyadgu+FwX8WddyJx5gxIY73cuudjxQsXVhoy3aho7lxBB03AtW108nr1eO0Zpwn36fYfXng52BwAWKf3OuFP5IQJEIeEoGj+D7BnZECk0SCkXz9ET3nGL7c3XtXnea+X5ft00AQAIoUCqpYtfdrjvyqaOxf50z+r+LUjOwcFX34F66nTSJzxtYDJfCty8iQYf/0VrNlc6bk4PJxWJhNCSA0QeF/DEkJIkGGdTmSMn1BpyAQA1r//RuYzzwiU6hrLqVMea9ZTp3lMQrgkr18f0njPB5hrOnXkMQ25mbDHHkOdbb+g/pE/UP/wIcS+9ipEarXQsdxK0kZ5rSfrvNeDidNoQuG3s9zWDNu3w/LXXzwn4o+iYUOkLPoRmk6dALEYjFQKXe9eqLV0idefPYQQQoIDrWgihBCBGffsgT0jw23N+tcJWE6cgLJpU55TXSMJj4ANlzzUAnxVTw3GiESInvo8sqa+ALgqr15St2sLTUcaNPkbhmEg1miEjnFTnZObIl4djmxTcZVa4/AkNI+uLUAqYViOHYXrXyt6bmTctx/KZs14TMQv5R13IGn2LLAuF8AwfrkCjxBCiG/QiiZCCBGY7epV7/UrV/gJ4kZI/363VSP+T9e7N5LmfA9V23sgUqshTUpC5NNPIXHWLDAientAbo9UJMasbpOQoImo9LxeaBy+7jJeoFTCYCTev89lpDXj+15GJKIhEyGE1DA14284QgjxY9LEJO/1pGSeklQV0qcPzL/9jrKff670XHXPPXQ9dRDQtG8PTXv/O1A6kJVfugTjnj0AI4K2axfIUlKEjsS7BuEJ2PbIO9iXdQpZhiLUDo1B27iGNW7YoGrVCuLw8Gs3Y7qh7XE/z4kIIYQQfjAsywqdgXMMw2QmJCQkZGZmCh2FEEJuirXbcbF7Dzhyc6vU5I0aofbPPwmQqjLzsT9h+OUXsA4HNPd1gLpDB1r1QsgNWJZF7ptvoXTlyn8eMgzCR4xAzMsvCReMCEq/eTOyXngRcDorPQ8fPRoxL74gUCpCCOFHYmIisrKysliWTRQ6C+EXrWgihBCBMVIpkmbPQsakSXBk51Q8l9Wpg8Svq15rLgRVi+ZQtWgudAxC/FbJsmWVh0wAwLIoXrAAijsaI+Shh4QJRgSl690b0vh4FP/4I6znz0MaE4vQQYOgu7+H0NEIIYQQn6FBEyGE+AFFw4aou20bjHv3wp6VBVlqbajbt6NVQzWYPScHhbO/g2HHDsDlgqZzZ0ROnABZkvetlqSq8gsXYD17FpLISKjuvtsnf65Kl6/wWCtZsYIGTTWY8q67kHDXXULHgMtigaOgAJLISIhUKqHjEEIICWI0aCKEkJu4vsXY1+eLMBIJtF27+rQHCQz2vDxcHfwYHHl5Fc/KfvoJxt27UWvlioAdNrE2Gyx/nwIjEUNx550+H6Q6jUZkPz8Vxr17K55Jk5OR8MXnUN5xB6e97Dk5nmvZ2Zz2IuRWuGw2FHz2GUpXr4HLZAKjVCKkbx/EvPgiREql0PEIIYQEIfqqnBBCPLCeO4+MyU/ibJOmONukKTKfegrlFy4IHYvUAEXz5lUaMl3nLClB4ezZAiSqvtI1a3ChS1ekPf44rg56FBe7dbu2WsuHcqa9XmnIBAD29HRkjHsCLpOJ017y2rW91Opw2osr9uxsFM7+DnkffoSyTZvA2u1CRyI+kPPyKyhe+GPFv/OsxYLSZcuR9exzAicjhBASrGjQRAghbpRfvoy0oUNh3LkTcDgAhwOG7TtwdchQ2K5eFToeCXLGPXs913bt5jEJNwy7diPntWlwFhZWPHNk5yBzyrOw/PWXT3rac3Jg2LbNbc1ZXIyyjZs47Rc+Yvht1YRSumYNLnbvgYIvv0TxwoXIfn4qLj/cB3Y3A04SuMqvXIF+yxa3NeOePbCePs1zIkIIITUBDZoIIcSNou++g8tgqPLcpdejcO5cARKRmsTrNs0APLeraN489wWHA0ULFvikp+3qVcDl8ly/fJnTfrrevRE99XkwN2xFEqnViHnjdWg6dOC0V3XZrl5FzhtvVrkJzXblCnJef12gVMQXLMf+BLzcMG0+cpTHNIQQQmoKOqOJEELcMP560GPNdOBXHpOQmkjTrSuK5813W9N278ZzmurztmrCVysqpPHx3usJ3uu3I2LsWIQOGgTT4cNgRCKo27aFSK3mvE91lf70c5Uh03Wm/Qdgz82FNDaW51TEF0Rajfe6TstTEkIIITVJ4H0tSgghPGBkUs81uYzHJKQmihg9GlI3B35LYmIQOX68AImqRxIR4aUW6ZOespQUqNu1c1sTqVQIefhhn/QV63TQ9egBbbdufjlkAgDHDVsYq2BZOAqL+AtDfErTsSPEISFuayKVCtpugTe4JoQQ4v9o0EQIIW7o7u95WzVCuCCJiECt5csQMXYMZCkpkCYnI3zEcNRauQLSuDih492y0AGPeK490t9nfeM++hDyxo0qPRPpdEicOQPi0FCf9fV3ioYNPdYYlQqyWik8pvENl8kE02+/w3LyZMXNoTWRSC5H3IcfgpH96wsSqRRx778Hscb7iidCCCHkdjDB+JcvwzCZCQkJCZmZmUJHIYQEKEdJCdKGDK1yjousbh3UWry4Rn9I5ZKzrAz2nBxIY2Ppn2kQY202ZDz1FEx791V6HtKnD+I++tD7mVTV7c2yMB08iPIzZyCJioK2e3eIVCqf9QsEToMBl3r1rnQ4+3XhI0ci5uWXBEjFncLvvkfRnDlwGY0AAGlKMuLefgfqe+4WOJlwbBkZKF2xAuVXr0KWmITQQYMgr50qdCxCSJBLTExEVlZWFsuyiUJnIfyiQRMhhHjgLCtDybLlMOzeBQYMNF27IuyxwRBr6UyL6nKZTMh9/wPoN24Ea7OBkUqhe/BBxLz2GsQa/9xuRKrPdOjQtRv1xGJou3eDqnlzoSPVWNbz55H98ssoP30GAMDIZAgdOBAxr7wMRhK4R3iWLFuG3LffqfKcUSpR++efIKtVi/9QhBBSQ9GgqeaiQRMhhBDeZYyfAOPevVWeqzt0QPKc7wVIREjNZD13Ds7iYsgbNoQkLEzoONXCsiwude8Bu4f3f2HDhyH21Vd5TkUIITUXDZpqrsD9yooQQkhAsp4963bIBACm/fthPX0aisaNeU5FSM2kaNBA6AiccRkMHodMACpWbxFCCCHEt+gwcEIIIbyyHP/Le/0v73VCCHFHpFR6velPEh3FYxpCCCGk5qJBEyGEEF7d7NBvrg8FZ+122LOz4TSaOH1dQoh/YaRShPTp47Ee8ojn2w8JIYQQwh3aOkcIIYRXms6dIA4NhbO0tEpNFBICTefOnPRhWRbF8+ahaMFCOAsLwUil0PbsiZhXX6nWWTQumw0li5egbP16uAwGKFu2QMSYMUG1BYmQQBX13HOwnj0Ly7FjlZ5HTBgPTfv2AqUihBBCahY6DJwQQkgF1m4Ha7f7/Pp34/4DyHzqKbBWa8UzRqFA4tdfQXPffZz0KPh6Bgq//bbKc3mjRkhdtfK2btZiHQ6kjxsH86HDlZ4zCgWS586BqlWr285LCOEG63LBtH8/TIcOQ6RSQte7N+R16wodixBCahw6DLzmokETIYQQ2PPykD/9Mxh++QWszQbFnXcicvIkaDlaXeSpZ+mq1bClp0GWnILQAY9AGhvLyWs7jSZcvO8+uMxmt/WEr7+CrkePW35d/ebNyHruebc1RdOmSF254pZfk2+GXbtQPP8HWM+dgyQmGmGDBiFsyBAwYrHQ0Qgh/8fabDDs2QNHQQEUjRpB1aKF0JEIIeSW0aCp5qKtc4QQUsM59XqkDRla6bYm699/I3PSZCTOnAFt164+6SuNiUHUk5N98trW06c8DpkAwPzHkdsaNBl27PDc88QJ2PPyIY2JvuXX5UvJsmXIffudil/bDAbkffAhLCf/RsKnnwiYjAQr/dZfULJiORw5uZDVrYPwYcOhvruN0LH8mvnYMWQ+/QychYUVz5R33YXEb7+BJDxcwGSEEELIf0OHgRNCiJ+z5+WhaN485H/2OQy7doN1uTh9/dLVa9xfCc6yKPh6Bqe9+CLWam9S19zW67Kum6wCdjlv63X54LJYkP/Fl25r+g0bYDn5N7+BSNDL/+xzZE2ZAvOhw7BdvQrjjp1IHzkSpWvWCB3NbzkNBmRMmFhpyAQAluPHkf3yywKlIoQQQm4NDZoIIcSPlaxYiYtduyH/0+komjMHmZMm4cqAAXAUF3PWw3TokMda+blzcBQVcdaLL4pGjSCv5+FMFoaB7sGHbut1NZ06eqzJGzWCNC7utl6XD+Zjx+DS6z3Wjbt385iGBDtbRgaK5s6tWmBZ5H38CVwWC/+hAkDZhg0e/5ya9h+ALSOD50SEEELIraNBEyGE+KnyixeR+/bbgMNR+fnpM8h9513O+ogUCi9FERi5nLNefIp77z2I3KxsipoyBfLaqbf1mrrevaFo1rRqQSpF9HPP3dZr8oVhGO//BRG9JSDcMWzfAXg4B9Sl18N0+LDbWk1nT0v3XGRZ2NK91AkhhBA/QWc0EUKInypdvQbwsE3OsGMHHCUlkISFVbuPrncvGLZvd1vTdOgAseb2tpkJTdmsGWpv3IDSFSthPX0akqhIhPTvD1Xz5rf9miKZDMnz5qNo7hzo12+A02CAqkULRIx/wu8P61W2agVxWBicJSVu69ru3XhORIIZ63R4rzu81/2Rq7wc+o0bYdyzBxCJoe3WDbqe94ORSjnrIauV4rnIMJCleKkTQgghfoJunSOEED+V9dzz0G/e7LFee+MGTq7sZp1OZE2Zcm0Fwg3EERFIWbTotlf/EP9TunYtcl55tcpKk9BBgxD3ztsCpSI3clmtKFmyBGWbNsFlMkHdpg3CR4+GPDWw/hxaz53HlT593NYYpRL19u6BWKfjOdXtcxqNSB81GtaTJys9V91zD5K+mw0RRys/nUYjLnXtBmdZWZWaplMnJM2exUkfQgjhA906V3PRiiZCCPFT8gYNAA+DJpFGA2lCAid9GLEYCV9+Cf2mTSjbuBEukxmqNq0R9thjkEb77w1q5NaF9u0LaWwcihcsgPX8OUijYxA6cCBC+vcTOhoB4LLZkD52LCxHjlY8K01Lh37LViQvXADlHXcImO7WKBrUR0ifPihbt65KLXL8EwE1ZAKAou/nVBkyAYD58GGULFmKiNGjOOkj1miQ9N1sZD4zBY68vIrnqlatEPfhB5z0IIQQQnyNVjQRQoifchQV4VKv3m4Pho0YNxbRzz8vQCpCiK+UrlmDnNemua2p27VF8vz5PCeqHtbpRPGPi1C6fDnsOTmQ1a2DiBEjEOJhpZM/u9C5Cxw5OW5r8kaNUPvnnzjtxzocMO7bD0dBARSNGkLZ1M3ZcIQQ4udoRVPNRSuaCCHET0kiIpA8dw6yX3wJtqtXAQCMVIrQgQMR9cwzwoYjxA9YTp6EfvMWsOVWqNu1g6ZzZzBisU96OY1G6DdthiMvD/L69aDt2pXTs3kAVNm+eiPTocNwGgwQuzng3l8xYjEiRo1ExKiRQkepNpfBcFu128VIJNB26cz56xJCCCF8oEETIYT4MWXTpqi9ZTOsJ07AWVYGxR13QBIRIXQsQgSX+977KFm8uOLXJUuXQdmsGZLmzeX8AHvTwYPIfPoZuIzGimfS5GQkz50DWXIyZ31Yp9NLkQW81YlPqVq1unYIuIcaIYQQQv5BdxkTQoifYxgGymbNoLnvPhoyEYJrty7eOGS6zvLXXyj46mtOezkNhipDJgCwp6cj6/mpnPbSdOzosaZs3hzi0FBO+5H/LmL8E4CbFWyMUomIMaMFSEQIIYT4Lxo0EUIIISSglK7xfB5O2dq1YF0uznrpN22qMmS6znryJKynT3PWK7R/P8jr16/ynJHJEP3cs5z1IbdO1bw5kr+bDUXjxhXPlM2bI3n+PMjr1RMwGSGEEOJ/aOscIYQQQgKKo7jIY81lMIC128FwdN28PSfXez03t9LwoTpEKhVSFv2IwtnfQb9xI1wmE1R3343ICeOhbNaMkx7k9qnbtUPqT+1gz8sHIxZBEhkpdCRCCCHEL9GgiRBCCCEBRXnHnbD+dcJtTVa3DkQcDZkAQF7fy2oVhoG8bl3OegGAOCQEMS+9iJiXXuT0dQl3pDHRQkcghBBC/BptnSOEEEL8gOn331H43fcoWb4CzrIyoePcNpZlkW+wwlju8FmPsGFDwSiVbmuR48Zx2kvXvTukCQlua5quXTg9DJxvrMN3v0eEEEIIqbkYlmWFzsA5hmEyExISEjIzM4WOQgghhHjl1OuRMWkSLEeOVjxjFArEvf8eQh54QMBkt27d8Sx8teMCLheaIBYx6NYoGtMeaIykcBXnvUy//47ct9+B7dIlAIA4LAyRkycjfOgQznuVX7mCrOefR/npM9ceMAw0Xbog/qMPIdZqOe/nSy6bDYXffovSVavhLCqCrE4dRIwaidABA4SORgghJMgkJiYiKysri2XZRKGzEH7RoIkQQggRUNaLL0K/fkPVgkSCOps2QpaSwn+o27D2zyxMWXG8yvP4EAW2PHMfQlRVb+zigvXcObBWK+SNGkEkk/mkx3WWk3/DkZcLeb16AfP78m/p48fDtHdfledRzz6LyPFPCJCIEEJIsKJBU81FW+cIIYQQgThLS2HYstV90eFA6erV/Aa6TSzL4ssd593WssusWHkkw2e9FQ0aQNmsmc+HTACgbHIntN26BeyQyfzHH26HTABQ9P33cBpNPCeqPkdJCYz7D8Bywv2ZXYQQQgjhHx0GTgghxCdYhwPGfftgS0+HrFYtaDp0ACMWCx3LrzgKC8Ha7R7r9qxsHtPcvly9FVeLzB7rhy8XYdx9tXlMRNwx/vqrx5rLZILlz2PQdOjAY6LbxzqdyPv4Y5QuXwHWZgMAyGrXRvxHH0LZtKnA6QghhJCajQZNhBBCOFd+4QIyJkyEPSur4pk0JRlJs2dDnpoqYDL/IomNA6NSgTW7H9LI6gTGcEYllUDEAC4Pu/E1Cnq74Q+Ym6z6YmTc3dbnawUzZqDkx0WVntkuX0b62HGos3kTJJGRAiUjhBBCCG2dI4QQwinW6UTGpMmVhkwAYE9LR+bkJxGMZwPeLrFGjdBHHnFbE6lUCB0wkOdEtydEJUWnBp6vfO9zVzyPaYgnup69PNYk0dFQtWzBY5rb57JaUbJkqfuaXo/S1Wt4TkQIIYSQG9GgiRBCCKeM+/bBnuH+TB7b5cswHz7McyL/Fv3CVIT0eRgQ/fNXsiQ2FomzZ0Ea43l442/efKgxYnRVV8QMaJmIzl6GUIQ/8tqpiBg3rmpBKkXsG6+DkQTGyjN7djZcBoPHuvXcWR7TEEIIIeTfAuMdBSGEkIBhz/B+46ctIwPqtm15SuP/RDIZ4j/+GJFPPQ3LX8chDgmFuu09AXeeVUqEGlufuQ/L/kjHb5eLoVVI0PeuBHRtFA2GYYSOR/4v+vnnoGzeHKWrVsGRlwd5gwYIHzYUisaNhY72n4nDwgCJBHA43Nal0TTYJIQQQoREgyZCCCGckt3kDCa+zmiyZ2WhZNkyWE6chDg8HKH9+kLTsSMvvW+HLDEBssQEoWNUS5hahkmd6mJSJ6GTEG+0XTpD26Wz0DFumyQsDNru3dzf2MgwCPGwHZUQQggh/KBBEyGEEE6p27eDrE4d2C5dqlKTN2oEVevWPs9gOXEC6aPHwGU0VjwzbN2K8BHDEfPKKz7vTwjxrdg33oAtLQ3lp8/881AsRuzr06CoX1+4YIQQQggBE4yHsjIMk5mQkJCQmel9+wYhhBDfsKWnI/PJp1B+/nzFM3njRkiaORPSeN8fDH25f//KH0BvUGvlCrr+nJAgwDqdMO7dC8uxYxCFhCDkwQchjYsTOhYhhJD/S0xMRFZWVhbLsolCZyH8ohVNhBBCOCdLTkbt9etg+v132DMyIauVAlXLlrz0Lr98xeOQCQD0mzbRoImQIMCIxdB26QJtly5CRyGEEELIDWjQRAghxGfUbdoAbdrw2tNlNlerTgghhBBCCLl9opv/VwghhJDAoahfD+LwcI911T338JiGkODmslhQfukSHCUlQkchhBBCiJ+gQRMhhJCgwshkiJw40W1N3qgRdD168JyIkODDOhzI/+wzXOhwHy4/8CAudLgPmc8+SwMnQgghhNDWOUIIIcEnfNhQiFRKFH0/B7a0NDAKBXQPPoCYqVPBSKVCxyMk4OV98L/27j1Ir7K+A/j3yV4ScmFDiIQFJMGIouNIWxSKiArpRe4QtIoWOqJtmdG2YwV1VNQRizhqx46VsR2xXpkiVGkBQcULBVpbUbwAFdQmodwJ5H5hs+zTP/ICm7i7ZLPn3TdZPp+Zd95znt9zzvN7k3/e+e455/1IVl166VMDg4NZd+112bLi7iy64vKUaf6WCQDPVIImAKakuaefnr6lSzO0Zk3KzJmZ1tvb6ZZgShh85JGsvvzyEWub77gj62+4IXOOOWaSuwIAdhX+3ATAlFVKSdfcuZMWMg3cc2/WXX99Nt5666SsB52w+bbbUrdsGbW+6dafTF4zAMAuxxVNADBBQ5s35/73vi9rr702GRpKkvQuXpz9P/6xzHjBCya1l8FHH83qyy7Lxlt+lGlz5qTv5JMz+5hXpZQyqX0wdXX19U2oDgBMbYImAJigBz50QdZec802YwO//nXufsufZvE3v5mu2bMmpY/Hli3LirPOyuMPr3xybN1116Vv6dLsd+HfTEoPTNzj69dnw403pg4MZObvHpmeBft0uqVtzDj00PQuWpSB5ct/s9jdnT1PPGHSewIAdh1unQOACRh85JGsueqqEWuPP/JI1l71b5PWy4MXfmSbkOkJa772tay/8cZJ64Odt+qrX82vXvHK3Pv2v85973p3frVkSR686KOptXa6tSeVUrLfRy/KtD333LYwbVr2ff/56VmwoDONAQC7BFc0AcAEDCxblozxvJrHfvnLSeljcNWqbLjpplHra666KrOPPnpSemmnwYcfzuorr8zggw9l+vMOTt+JJ2bazJmdbqsRG2+5JQ984IPJ8FBpcDCPfv7z6TnggMz74zd2rLft7XHooVn8jWuy+op/yWN33ZnufRZk7mtOz/TnPrfTrQEAHSZoAoAJ6N5337HrC8auN6Vu2rRtQLGdoQ0bJ6WPdlr77W/nvnecmzow8OTYyk/9fQ783CWZfvDBbVnzf9c8kMt+cWOWr30oC/d8Vl73/KOzeG5/W9Z69MtfGfX/cNWXvrRLBU1J0j1/fuaf8+edbgMA2MW4dQ4AJqD3gAMy66ijRqyV3t70nXrqpPTR3d+fngMPHLU+6/CXTkof7TK4alXuO++d24RMydYrnO4997y2rPmt5bfmlCs/nC/c8d3ccM9t+eId38spV3441y77UVvWG1i2bPTaihWprQfNAwDsygRNADBB/Rde+BtX1JQZM7LfJz4+aQ9yLqXkWW9764i1nv33T9/SpZPSR7usvfqa1M2bR6w9dued2fTz2xpdb+OWx/Lem7+ULUOPbzM+WIfyvpu/nPVbRu5lInqefcDotf32S5nmaxsAsOtz6xwATFDPgn1y0JVfz/obbsjm2+9I197z0nf88emaO3dS++g7+eSkTMvKiy/eenVMd3fmLFmSBe9+V7rmzGnLmnVwMKW7/V8nBlf+5kPOt60/3Oh63/+/n2fdwKYRaxu2bM737v5ZTlp8eKNr7nXGGVl//XdGrr3hjEbXAgBoF0ETADSgdHVlzrHHZs6xx3a0j76TTkzfSSdmcOXKTNtjj0ybNavxNYY2b87KT1+c1VdckcdXrUrvcxdn77PfnLlLT2t8rSfMeOELRy92dWXGIYc0ut7TXbE0Wgg1EbOPOir7nHdeHvrkJ596wHwp6Vt6Wua96U2NrwcA0A6CJgCYgrrnz2/bue9569uy4eabn9wf+NWvc/973pPHV63K3m8+uy1rzllybHoPOmjE5xjtefzx6elv9gHdL1kw9q+nvWTf9vy62t5vPjt9p5ycddd/J3VgILOOfnmmH3RQW9YCAGgHN/sDADtsww9+sE3INNzKz3wmQxvb8+t2pbs7B37uksw84oinBnt60nfaaem/4EONr/ecufvm+IMOG7H2+wt/K8/ba//G13xC9/z52ev1r8u8s84UMgEAux1XNAEAO2zDTTeNWhtaty6bfvrTzDryyLas3dPfn4Vf+HwGVqzIlgcezPTFz2nrlVsXHf0n2Wfm3Fxx181Zv2VzZvXMyOkHH5l3HNa+WwQBAHZ3giYAYIeV3ulj16ePXW9C78KF6V24sP3rdPXk3Ye/Jm//nVPyyOZ1mTdjdmZ097Z9XQCA3Zlb5wCAHbbnca8etda9X3/2OPTQSexmckzv7sl+s+cJmQAAdoCgCQDYYdMPPnjEX0ArPT3Z9/zzU7q6OtAVAAC7CrfOAQDjsuBd78zMlxyW1ZdfkcGHHsr0FxySeWeemRmHHNLp1gAA6DBBEwAwbnOWLMmcJUs63QYAALsYt84BAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNEDQBAAAA0AhBEwAAAACNKLXWTvfQuFLKwLRp03r6+/s73QoAAAA849x///0ZGhraUmvt7XQvTK6pGjRtSNKT5KFO9wIAAADPQPsk2VJrndXpRphcUzJoAgAAAGDyeUYTAAAAAI0QNAEAAADQCEETAAAAAI0QNAEAAADQCEETAAAAAI0QNAEAAADQCEETAAAAAI0QNAEAO6SUUluvn3S6l4kopby0lDJYSlnd6V4AAKYaQRMA8IxRSpmd5HNJujrdCwDAVCRoAgCeEUopM5JcleRFne4FAGCqEjQBAFNeKaU/yfVJXtXhVgAApjRBEwAwpZVSjkvyoyRHdboXAICpTtAEAExJpZT9SynfSPKNJP2t4UuS3Nu5rgAApjZBEwCwU0opx5RSri6lrCylbCyl/KKU8rellEU7ePwRpZTPllJuL6Wsb71+Xkr5WCnl2SPMXzTsl+/OKaU8u5Ty9VLK2tbrp6WUs4cd8tIkx7W21yR5U631LUkGJ/rZAQAYWXenGwAAdj+llPcmuSBJGTb8/NbrnFLKObXWL45y7PQkFyc5e4Tyi1qvc0opZ9Vavz5KC/sk+Y8kBwwbe3GStdvNG0zyT0nOr7U+OPanAgBgokqttdM9AAC7gVLKE18aBpL0JhlKcmmSbyXpSXJqkpNac4aSnFBrvW6E81yd5ITW7ppsvZ3tx0lmJzk+ycmt2mCSl9Vaf9g6blGSZa3a5iQzklyd5PIk81rHvbrWOjBsfq21rthu/eVJFiZZU2udO85/BgAAxiBoAgB2yLCgKUkeS3JarfXa7eb8WZJ/aO2uSHJwrXXLsPobknyltXtbkj+otd6/3Tn+KsknW7v/Xmt9ZWt8UZ4KmpLkslrr63ficyyPoAkAoC08owkA2Bkf3D5kSpJa6z9m61VOydYw55Ttppzben88yWu3D5la5/i7bL0tLkleMdLzmlouGHfXAAC0laAJABivTUk+PUb9U8O2nwyaSin7J/nt1u71tdZfjHGO85O8I8mJSVaPUH+01nr7DnULAMCk8TBwAGC8flhrXTdG/ZZsvbVuepLDh40fMWz7xrEWqLV+N8l3x5hy19M1CQDA5HNFEwAwXsvGKtZaB5Pc29rtH1ZaMGx7mwd074RVEzweAIA2EDQBAOO1cRxzZgwbmzdse9MEexiY4PEAALSBoAkAGK8ZTz8ls1vvq4eNDQ+o9misGwAAdhmCJgBgvPYfq1hK6R02555hpQeHbY/2S3JPnKOvlHJMKWVhKaVr59oEAGCyCZoAgPE6rJQy1neIlyfpaW3/YNj4LcO2X/Y0axybrQ8DX57kbeNtEACAzhA0AQDjtXeS141RP3fY9uVPbNRa70pyZ2v3D0spB41xjjcO275+3B0CANARgiYAYGd8upTy4u0HSynnJzmutfvftdbvbTflE633niT/XErZa4RznJlkaWv3+7XW2xvqGQCANuvudAMAwG7n4STPSvKfpZRLkvxXkllJzkjyqtactUnOHOHYzyY5LVvDqMOT/E8p5bNJbksyP8mrk5zQmrs+yVvb8xEAAGiHUmvtdA8AwG6glPLEl4ZLsvUX5P5ilKn3JTmp1vrjUc6zR5IvJHntGMs9mOS1tdYbhx23KMmy1u6/1lpP3eHmt11/eZKFSdbUWufuzDkAABiZW+cAgHGrtf5ltgZFNyRZk2RDkp8leX+SQ0YLmVrHbqq1/lGS30tyaZK7kzyWrVcw/TjJB5K8cHjIBADA7sEVTQAAAAA0whVNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADRC0AQAAABAIwRNAAAAADTi/wEmNxpmrElVKwAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 539, - "width": 589 - } - }, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "Updating germline reference\n", + " finished: Updated Dandelion object: \n", + " 'germline', updated germline reference\n", + " (0:00:00)\n" + ] } ], "source": [ - "edgeweights = [2/(e+1) for e in ddl.tl.extract_edge_weights(vdj)] # add 1 to each edge weight (e) so that distance of 0 becomes the thickest edge\n", - "ddl.pl.clone_network(adata, \n", - " color = ['isotype'], \n", - " legend_fontoutline=3, \n", - " edges_width = edgeweights,\n", - " size = 50) " + "# update the germline using the corrected files after tigger\n", + "vdj2.update_germline(corrected = 'tutorial_scgp1/tutorial_scgp1_heavy_igblast_db-pass_genotype.fasta', germline = None, org = 'human')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "You can interact with `pl.clone_network` just as how you interact with the rest of the scatterplot modules in `scanpy`." + "### *pp.create_germlines*" ] }, { - "cell_type": "code", - "execution_count": 25, + "cell_type": "markdown", "metadata": {}, + "source": [ + "Then we run `pp.create_germline` to create the `germline_alignment_d_mask` column in the data. If `update_germline` was run like above, there's no need to specify the `germline` option as the function will simply retrieve it from the `Dandelion` object.\n", + "\n", + "*Note: the ability to run the original CreateGermlines.py with --cloned option is not currently possible through Dandelion and I would reccomend for you to run that separately if you intend to.*" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "WARNING: Length of palette colors is smaller than the number of categories (palette length: 130, categories length: 854. Some categories will have the same color.\n", - "WARNING: Length of palette colors is smaller than the number of categories (palette length: 130, categories length: 196. Some categories will have the same color.\n" + "Reconstructing germline sequences\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "posx and posy should be finite values\n", - "posx and posy should be finite values\n" + " Building dmask germline sequences: 924it [00:01, 576.25it/s]\n" ] }, { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 840, - "width": 917 - }, - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "from scanpy.plotting.palettes import default_28, default_102\n", - "sc.set_figure_params(figsize = [6,6])\n", - "ddl.pl.clone_network(adata, color = ['clone_id_by_size', 'clone_id_group', 'IGHM', 'PRDM1'], ncols = 2, legend_loc = 'on data', legend_fontoutline=3, edges_width = edgeweights, palette = default_28 + default_102, color_map = 'viridis', size = 50)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 422, - "width": 1248 - } - }, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + " finished: Updated Dandelion object: \n", + " 'data', updated germline alignment in contig-indexed clone table\n", + " 'germline', updated germline reference\n", + " (0:00:02)\n" + ] } ], "source": [ - "ddl.pl.clone_network(adata, color = ['status', 'vdj_status'], ncols = 2, legend_fontoutline=3, edges_width = 1, size = 50)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Calculating mutational load\n", - "To calculate mutational load, I've ported the functions from immcantation suite's changeo and shazam to work with the `dandelion` class object.\n", - "\n", - "This can be run immediately after `pp.reassign_alleles` in notebook-1 because the required germline columns should be present in the genotyped `.tsv` file. I would reccomend to run this after TIgGER, after the v_calls were corrected." + "ddl.pp.create_germlines(vdj2, v_field = 'v_call_genotyped', germ_types='dmask')" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -2344,9 +4270,9 @@ " germline_alignment\n", " junction\n", " ...\n", - " c_score\n", " c_identity\n", " c_support\n", + " c_call_10x\n", " sample_id\n", " v_call_genotyped\n", " germline_alignment_d_mask\n", @@ -2382,8 +4308,8 @@ " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1\n", - " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1\n", + " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1\n", + " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1\n", " CTGGGCCTCAGGAAGCAGCATCGGAGGTGCCTCAGCCATGGCATGG...\n", " F\n", " T\n", @@ -2394,20 +4320,20 @@ " TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG...\n", " TGTCAGGCGTGGGACAGCAGCAATGTGGTATTC\n", " ...\n", - " 392.610\n", " 100.0\n", " 1.000000e-111\n", + " IGLC2\n", " sc5p_v2_hs_PBMC_1k\n", " IGLV3-1*01\n", " TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG...\n", " 0.009434\n", " 0\n", - " 137_7_4\n", - " 43_0\n", + " 169_7_2\n", + " 48_0\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2\n", - " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2\n", + " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2\n", + " sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2\n", " AGCTCTGGGAGAGGAGCCCCAGCCTTGGGATTCCCAAGTGTTTTCA...\n", " F\n", " T\n", @@ -2418,20 +4344,20 @@ " GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG...\n", " TGTACCACAGAAGCTTTAGACTACGGTGCTAACTCGCGATCCCCGA...\n", " ...\n", - " 134.079\n", " 100.0\n", " 7.000000e-34\n", + " IGHM\n", " sc5p_v2_hs_PBMC_1k\n", " IGHV3-15*01\n", " GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG...\n", - " 0.008671\n", + " 0.000000\n", " 0\n", - " 137_7_4\n", - " 43_0\n", + " 169_7_2\n", + " 48_0\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1\n", - " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1\n", + " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1\n", + " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1\n", " AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCAT...\n", " F\n", " T\n", @@ -2442,20 +4368,20 @@ " GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG...\n", " TGTCAGCAGTATGGTAGCTCACCTCCATTCACTTTC\n", " ...\n", - " 254.111\n", " 100.0\n", " 5.000000e-70\n", + " IGKC\n", " sc5p_v2_hs_PBMC_1k\n", " IGKV3-20*01\n", " GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG...\n", " 0.000000\n", " 0\n", - " 146_6_2\n", - " 85_1\n", + " 55_6_1\n", + " 80_1\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2\n", - " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2\n", + " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2\n", + " sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2\n", " GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCA...\n", " F\n", " T\n", @@ -2466,20 +4392,20 @@ " CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG...\n", " TGTGCGAAAGATACTGAAGTGGGAGCGAGCCGATACTACTACTACT...\n", " ...\n", - " 134.079\n", " 100.0\n", " 7.000000e-34\n", + " IGHM\n", " sc5p_v2_hs_PBMC_1k\n", " IGHV3-30*02,IGHV3-30-5*02\n", " CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG...\n", " 0.000000\n", " 0\n", - " 146_6_2\n", - " 85_1\n", + " 55_6_1\n", + " 80_1\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1\n", - " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1\n", + " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1\n", + " sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1\n", " GAGCTACAACAGGCAGGCAGGGGCAGCAAGATGGTGTTGCAGACCC...\n", " F\n", " T\n", @@ -2490,19 +4416,19 @@ " GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG...\n", " TGTCAGCAATATTATAGTACTCCGATCACCTTC\n", " ...\n", - " 254.111\n", " 100.0\n", " 5.000000e-70\n", + " IGKC\n", " sc5p_v2_hs_PBMC_1k\n", " IGKV4-1*01\n", " GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG...\n", " 0.000000\n", " 0\n", - " 164_3_2\n", - " 197_2\n", + " 138_3_5\n", + " 196_2\n", " \n", " \n", - " ...\n", + " ...\n", " ...\n", " ...\n", " ...\n", @@ -2526,8 +4452,8 @@ " ...\n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2\n", - " sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2\n", + " sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2\n", + " sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2\n", " AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCG...\n", " F\n", " T\n", @@ -2538,20 +4464,20 @@ " GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG...\n", " TGTCAACAGTATTATAGTTACCCTCTCACTTTC\n", " ...\n", - " 254.111\n", " 100.0\n", " 5.000000e-70\n", + " IGKC\n", " sc5p_v2_hs_PBMC_10k\n", " IGKV1-8*01\n", " GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG...\n", " 0.000000\n", " 0\n", - " 9_6_1\n", - " 794_460\n", + " 132_6_1\n", + " 757_447\n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1\n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1\n", " ACAACCACACCCCTCCTAAGAAGAAGCCCCTAGACCACAGCTCCAC...\n", " F\n", " T\n", @@ -2562,20 +4488,20 @@ " CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG...\n", " TGTGCGAGAGTTTTTAGACGCTATGGTTCGGGGAGTTATTATAACC...\n", " ...\n", - " 134.079\n", " 100.0\n", " 7.000000e-34\n", + " IGHM\n", " sc5p_v2_hs_PBMC_10k\n", " IGHV7-4-1*02\n", " CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG...\n", - " 0.003003\n", + " 0.000000\n", " 0\n", - " 159_2_1\n", - " 451_461\n", + " 82_2_1\n", + " 432_448\n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2\n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2\n", " GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC...\n", " F\n", " T\n", @@ -2586,20 +4512,20 @@ " GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...\n", " TGTCAGCAGCGTAGCAACTGGCTCACCTTC\n", " ...\n", - " 254.111\n", " 100.0\n", " 5.000000e-70\n", + " IGKC\n", " sc5p_v2_hs_PBMC_10k\n", " IGKV3-11*01\n", " GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...\n", " 0.000000\n", " 0\n", - " 159_2_1\n", - " 451_461\n", + " 82_2_1\n", + " 432_448\n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1\n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1\n", " GAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTG...\n", " F\n", " T\n", @@ -2610,20 +4536,20 @@ " GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG...\n", " TGTGCGAGAGATCCCGGTGACTACGTAGAAATTGAGTGGTACTTCG...\n", " ...\n", - " 134.079\n", " 100.0\n", " 7.000000e-34\n", + " IGHM\n", " sc5p_v2_hs_PBMC_10k\n", " IGHV3-21*01\n", " GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG...\n", " 0.000000\n", " 0\n", - " 156_1_1\n", - " 359_462\n", + " 175_1_1\n", + " 337_449\n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2\n", - " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2\n", + " sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2\n", " GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC...\n", " F\n", " T\n", @@ -2634,405 +4560,236 @@ " GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...\n", " TGTCAGCAGCGTAGCAACTGGCCTAGGCTCACTTTC\n", " ...\n", - " 254.111\n", " 100.0\n", " 5.000000e-70\n", + " IGKC\n", " sc5p_v2_hs_PBMC_10k\n", " IGKV3-11*01\n", " GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG...\n", " 0.000000\n", " 0\n", - " 156_1_1\n", - " 359_462\n", + " 175_1_1\n", + " 337_449\n", " \n", " \n", "\n", - "

949 rows × 110 columns

\n", + "

924 rows × 116 columns

\n", "" ], "text/plain": [ - " sequence_id \\\n", + " sequence_id \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 \n", + "\n", + " sequence \\\n", "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 CTGGGCCTCAGGAAGCAGCATCGGAGGTGCCTCAGCCATGGCATGG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 AGCTCTGGGAGAGGAGCCCCAGCCTTGGGATTCCCAAGTGTTTTCA... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCAT... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCA... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GAGCTACAACAGGCAGGCAGGGGCAGCAAGATGGTGTTGCAGACCC... \n", "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 \n", - "\n", - " sequence \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 CTGGGCCTCAGGAAGCAGCATCGGAGGTGCCTCAGCCATGGCATGG... \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 AGCTCTGGGAGAGGAGCCCCAGCCTTGGGATTCCCAAGTGTTTTCA... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCAT... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCA... \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 GAGCTACAACAGGCAGGCAGGGGCAGCAAGATGGTGTTGCAGACCC... \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 ACAACCACACCCCTCCTAAGAAGAAGCCCCTAGACCACAGCTCCAC... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 GAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC... \n", - "\n", - " rev_comp productive \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 F T \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 F T \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 F T \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 F T \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 F T \n", - "... ... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 F T \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 F T \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 F T \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 F T \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 F T \n", - "\n", - " v_call \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 IGLV3-1*01 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 IGHV3-15*01 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 IGKV3-20*01 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 IGHV3-30*02,IGHV3-30-5*02 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 IGKV4-1*01 \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 IGKV1-8*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 IGHV7-4-1*02 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 IGKV3-11*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 IGHV3-21*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 IGKV3-11*01 \n", - "\n", - " d_call \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 NaN \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 IGHD4-23*01 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 NaN \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 IGHD1-26*01 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 NaN \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 NaN \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 IGHD3-10*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 NaN \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 IGHD4-17*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 NaN \n", - "\n", - " j_call \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 IGLJ2*01,IGLJ3*01 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 IGHJ4*02 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 IGKJ3*01 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 IGHJ6*02 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 IGKJ5*01 \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 IGKJ4*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 IGHJ5*02 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 IGKJ5*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 IGHJ2*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 IGKJ4*01 \n", - "\n", - " sequence_alignment \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", - "\n", - " germline_alignment \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", - "\n", - " junction \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 TGTCAGGCGTGGGACAGCAGCAATGTGGTATTC \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 TGTACCACAGAAGCTTTAGACTACGGTGCTAACTCGCGATCCCCGA... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 TGTCAGCAGTATGGTAGCTCACCTCCATTCACTTTC \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 TGTGCGAAAGATACTGAAGTGGGAGCGAGCCGATACTACTACTACT... \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 TGTCAGCAATATTATAGTACTCCGATCACCTTC \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 TGTCAACAGTATTATAGTTACCCTCTCACTTTC \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 TGTGCGAGAGTTTTTAGACGCTATGGTTCGGGGAGTTATTATAACC... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 TGTCAGCAGCGTAGCAACTGGCTCACCTTC \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 TGTGCGAGAGATCCCGGTGACTACGTAGAAATTGAGTGGTACTTCG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 TGTCAGCAGCGTAGCAACTGGCCTAGGCTCACTTTC \n", - "\n", - " ... c_score c_identity \\\n", - "sequence_id ... \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 ... 392.610 100.0 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 ... 134.079 100.0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 ... 254.111 100.0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 ... 134.079 100.0 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 ... 254.111 100.0 \n", - "... ... ... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 ... 254.111 100.0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 ... 134.079 100.0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 ... 254.111 100.0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 ... 134.079 100.0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 ... 254.111 100.0 \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 ACAACCACACCCCTCCTAAGAAGAAGCCCCTAGACCACAGCTCCAC... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 GAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GGGAGAGCCCTGGGGAGGAACTGCTCAGTTAGGACCCAGAGGGAAC... \n", "\n", - " c_support \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 1.000000e-111 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 7.000000e-34 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 5.000000e-70 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 7.000000e-34 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 5.000000e-70 \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 5.000000e-70 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 7.000000e-34 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 5.000000e-70 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 7.000000e-34 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 5.000000e-70 \n", + " rev_comp productive \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 F T \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 F T \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 F T \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 F T \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 F T \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 F T \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 F T \n", "\n", - " sample_id \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 sc5p_v2_hs_PBMC_1k \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 sc5p_v2_hs_PBMC_1k \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 sc5p_v2_hs_PBMC_1k \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 sc5p_v2_hs_PBMC_1k \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 sc5p_v2_hs_PBMC_1k \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 sc5p_v2_hs_PBMC_10k \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 sc5p_v2_hs_PBMC_10k \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 sc5p_v2_hs_PBMC_10k \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 sc5p_v2_hs_PBMC_10k \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 sc5p_v2_hs_PBMC_10k \n", + " v_call \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 IGLV3-1*01 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHV3-15*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 IGKV3-20*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHV3-30*02,IGHV3-30-5*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 IGKV4-1*01 \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 IGKV1-8*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHV7-4-1*02 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 IGKV3-11*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHV3-21*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 IGKV3-11*01 \n", "\n", - " v_call_genotyped \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 IGLV3-1*01 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 IGHV3-15*01 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 IGKV3-20*01 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 IGHV3-30*02,IGHV3-30-5*02 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 IGKV4-1*01 \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 IGKV1-8*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 IGHV7-4-1*02 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 IGKV3-11*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 IGHV3-21*01 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 IGKV3-11*01 \n", + " d_call j_call \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 NaN IGLJ2*01,IGLJ3*01 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHD4-23*01 IGHJ4*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 NaN IGKJ3*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHD1-26*01 IGHJ6*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 NaN IGKJ5*01 \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 NaN IGKJ4*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHD3-10*01 IGHJ5*02 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 NaN IGKJ5*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHD4-17*01 IGHJ2*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 NaN IGKJ4*01 \n", "\n", - " germline_alignment_d_mask \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", - "... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", - "\n", - " mu_freq duplicate_count \\\n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 0.009434 0 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 0.008671 0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 0.000000 0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 0.000000 0 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 0.000000 0 \n", - "... ... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 0.000000 0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 0.003003 0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 0.000000 0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 0.000000 0 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 0.000000 0 \n", + " sequence_alignment \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", "\n", - " clone_id changeo_clone_id \n", - "sequence_id \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_1 137_7_4 43_0 \n", - "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG-1_contig_2 137_7_4 43_0 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_1 146_6_2 85_1 \n", - "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC-1_contig_2 146_6_2 85_1 \n", - "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG-1_contig_1 164_3_2 197_2 \n", - "... ... ... \n", - "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT-1_contig_2 9_6_1 794_460 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_1 159_2_1 451_461 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT-1_contig_2 159_2_1 451_461 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_1 156_1_1 359_462 \n", - "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG-1_contig_2 156_1_1 359_462 \n", + " germline_alignment \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", "\n", - "[949 rows x 110 columns]" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# let's recreate the vdj object with only the first two samples\n", - "subset_data = vdj.data[vdj.data['sample_id'].isin(['sc5p_v2_hs_PBMC_1k', 'sc5p_v2_hs_PBMC_10k'])]\n", - "subset_data" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dandelion class object with n_obs = 466 and n_contigs = 949\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n", - " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", - " distance: None\n", - " edges: None\n", - " layout: None\n", - " graph: None" + " junction \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TGTCAGGCGTGGGACAGCAGCAATGTGGTATTC \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 TGTACCACAGAAGCTTTAGACTACGGTGCTAACTCGCGATCCCCGA... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 TGTCAGCAGTATGGTAGCTCACCTCCATTCACTTTC \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 TGTGCGAAAGATACTGAAGTGGGAGCGAGCCGATACTACTACTACT... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 TGTCAGCAATATTATAGTACTCCGATCACCTTC \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 TGTCAACAGTATTATAGTTACCCTCTCACTTTC \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 TGTGCGAGAGTTTTTAGACGCTATGGTTCGGGGAGTTATTATAACC... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 TGTCAGCAGCGTAGCAACTGGCTCACCTTC \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 TGTGCGAGAGATCCCGGTGACTACGTAGAAATTGAGTGGTACTTCG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 TGTCAGCAGCGTAGCAACTGGCCTAGGCTCACTTTC \n", + "\n", + " ... c_identity c_support \\\n", + "sequence_id ... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 ... 100.0 1.000000e-111 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 ... 100.0 5.000000e-70 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 ... 100.0 5.000000e-70 \n", + "... ... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 ... 100.0 5.000000e-70 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 ... 100.0 5.000000e-70 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 ... 100.0 7.000000e-34 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 ... 100.0 5.000000e-70 \n", + "\n", + " c_call_10x sample_id \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 IGLC2 sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHM sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 IGKC sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHM sc5p_v2_hs_PBMC_1k \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 IGKC sc5p_v2_hs_PBMC_1k \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 IGKC sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHM sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 IGKC sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHM sc5p_v2_hs_PBMC_10k \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 IGKC sc5p_v2_hs_PBMC_10k \n", + "\n", + " v_call_genotyped \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 IGLV3-1*01 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 IGHV3-15*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 IGKV3-20*01 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 IGHV3-30*02,IGHV3-30-5*02 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 IGKV4-1*01 \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 IGKV1-8*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 IGHV7-4-1*02 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 IGKV3-11*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 IGHV3-21*01 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 IGKV3-11*01 \n", + "\n", + " germline_alignment_d_mask \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 TCCTATGAGCTGACTCAGCCACCCTCA...GTGTCCGTGTCCCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTG... \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGG... \n", + "... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 CAGGTGCAGCTGGTGCAATCTGGGTCT...GAGTTGAAGAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTG... \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 GAAATTGTGTTGACACAGTCTCCAGCCACCCTGTCTTTGTCTCCAG... \n", + "\n", + " mu_freq duplicate_count \\\n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 0.009434 0 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 0.000000 0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 0.000000 0 \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 0.000000 0 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 0.000000 0 \n", + "\n", + " clone_id changeo_clone_id \n", + "sequence_id \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_1 169_7_2 48_0 \n", + "sc5p_v2_hs_PBMC_1k_AACTGGTTCTCTAAGG_contig_2 169_7_2 48_0 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_1 55_6_1 80_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCCAGTCAGTTGAC_contig_2 55_6_1 80_1 \n", + "sc5p_v2_hs_PBMC_1k_AATCGGTGTTAGGGTG_contig_1 138_3_5 196_2 \n", + "... ... ... \n", + "sc5p_v2_hs_PBMC_10k_TTTCCTCTCTTCAACT_contig_2 132_6_1 757_447 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_1 82_2_1 432_448 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCAGAGCTT_contig_2 82_2_1 432_448 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_1 175_1_1 337_449 \n", + "sc5p_v2_hs_PBMC_10k_TTTGGTTTCGGTGTCG_contig_2 175_1_1 337_449 \n", + "\n", + "[924 rows x 116 columns]" ] }, - "execution_count": 28, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# create a new Dandelion class with this subset\n", - "vdj2 = ddl.Dandelion(subset_data)\n", - "vdj2" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Updating germline reference\n", - " finished: Updated Dandelion object: \n", - " 'germline', updated germline reference\n", - " (0:00:00)\n" - ] - } - ], - "source": [ - "# update the germline using the corrected files after tigger\n", - "vdj2.update_germline(corrected = 'tutorial_scgp/tutorial_scgp_heavy_igblast_gap_genotype.fasta', germline = None, org = 'human')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### *pp.create_germlines*" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Then we run `pp.create_germline` to create the `germline_alignment_d_mask` column in the data. If `update_germline` was run like above, there's no need to specify the `germline` option as the function will simply retrieve it from the `Dandelion` object. As mentioned, **this has been taken care of if you've already run `pp.reassign_alleles`** and there's no need to run it.\n", - "\n", - "*Note: the ability to run the original CreateGermlines.py with --cloned option is not currently possible through Dandelion and I would reccomend for you to run that separately if you intend to.*" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reconstructing germline sequences\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " Building dmask germline sequences: 949it [00:01, 720.94it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " finished: Updated Dandelion object: \n", - " 'data', updated germline alignment in contig-indexed clone table\n", - " 'germline', updated germline reference\n", - " (0:00:01)\n" - ] - } - ], - "source": [ - "ddl.pp.create_germlines(vdj2)" + "vdj2.data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The default behaviour is to mask the D with Ns `germ_types = 'dmask'`. See [here](https://changeo.readthedocs.io/en/stable/methods/germlines.html) for more info. Here, I'm updating the original germline_alignment column with the corrected alignment:" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reconstructing germline sequences\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " Building full germline sequences: 949it [00:01, 751.24it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " finished: Updated Dandelion object: \n", - " 'data', updated germline alignment in contig-indexed clone table\n", - " 'germline', updated germline reference\n", - " (0:00:01)\n" - ] - } - ], - "source": [ - "ddl.pp.create_germlines(vdj2, germ_types = 'full')" + "The default behaviour is to mask the D with Ns `germ_types = 'dmask'`. See [here](https://changeo.readthedocs.io/en/stable/methods/germlines.html) for more info." ] }, { @@ -3080,7 +4837,7 @@ " finished: Updated Dandelion object: \n", " 'data', contig-indexed clone table\n", " 'metadata', cell-indexed clone table\n", - " (0:00:05)\n" + " (0:00:04)\n" ] } ], @@ -3138,7 +4895,7 @@ " finished: updated `.obs` with `.metadata`\n", "added to `.uns['neighbors']` and `.obsp`\n", " 'distances', cluster-weighted adjacency matrix\n", - " 'connectivities', cluster-weighted adjacency matrix (0:00:19)\n" + " 'connectivities', cluster-weighted adjacency matrix (0:00:20)\n" ] } ], @@ -3179,12 +4936,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "WARNING: Length of palette colors is smaller than the number of categories (palette length: 130, categories length: 855. Some categories will have the same color.\n" + "WARNING: Length of palette colors is smaller than the number of categories (palette length: 130, categories length: 821. Some categories will have the same color.\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3233,7 +4990,7 @@ " finished: updated `.obs` with `.metadata`\n", "added to `.uns['neighbors']` and `.obsp`\n", " 'distances', cluster-weighted adjacency matrix\n", - " 'connectivities', cluster-weighted adjacency matrix (0:00:20)\n" + " 'connectivities', cluster-weighted adjacency matrix (0:00:22)\n" ] } ], @@ -3273,7 +5030,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3289,7 +5046,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAByMAAANNCAYAAAA09NJtAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAYmwAAGJsBSXWDlAAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdd3gV1dbH8e86aYRA6DWAAkoRUSyoiAjYFRU7KlfFhq+9Xbvei7137BUbFrwiioqC0gREmvTeQwgtJKSQut8/ZpIcQsoJJITA7/M882TOzJ49a86cA1lZM3vMOYeIiIiIiIiIiIiIiIiISEULVHUAIiIiIiIiIiIiIiIiIrJvUjFSRERERERERERERERERCqFipEiIiIiIiIiIiIiIiIiUilUjBQRERERERERERERERGRSqFipIiIiIiIiIiIiIiIiIhUChUjRURERERERERERERERKRSqBgpIiIiIiIiIiIiIiIiIpVCxUgRERERERERERERERERqRQqRoqIiIiIiIiIiIiIiIhIpVAxUkREREREREREREREREQqhYqRIiIiIiIiIiIiIiIiIlIpVIwUERERERERERERERERkUqhYqSIiIiIiIiIiIiIiIiIVAoVI0VERERERERERERERESkUqgYKSIiIiIiIiIiIiIiIiKVQsVIEZE9wMwGmJnzpzuqOp69nZn1Cnq/XtmNfvL7GFuB4VUIMzswKL7hVR2PiIiIiIgUT/lc+ewP+ZxUvYr6nImIyJ6hYqSIiIiIiIiIiIiIiIiIVAoVI0VERERERERERERERESkUoRXdQAiIiJFOefGAlbVcVQm59xK9vFjFBERERGR/c/+kM9J1dPnTESketGdkSIiIiIiIiIiIiIiIiJSKVSMFBEREREREREREREREZFKoWKkiMguMLNwMzvPzIab2VIz225mSWb2p5ndbWYxu9hvazN73sxmmVmymWWY2SozG2pmfUrZ7kAzc/70f/6yU83sWzNba2aZZrbOzIaZ2SkhxnKmmX1hZiuDjm+6mT1uZo135fhCZWa9go7nlVLadTezL/1jy/KP9WMz61iZ8RWJIcrMbjSz0Wa20cyyzWyzmc0ws+fMrG0J2wWfs+FF1rldmHqVsJ/jzewD/3OaZmYpZjbXzF4ys9aV8JaIiIiIiOzVlM8pnysSR6SZ3WJmE/3ztt3MFpvZi2bW1G+z3T+eQUW2HRB0rB3M7EQzm+yf+81mNsHMji2yTQ0zu8HMRplZon/sG8xsvJn928xqlRLr2KD91S2l3R1B7QaUEnMXP6d9wMzm+DnjNjObYma3mVnUrryn5WFmsWZ2r/9ebQl6Pyab2aD8c1DMdsV+zop8n8ozHVjCfqrsuyQisi/RMyNFRMrJzOKA/wHHFFkVBRzvT7eY2VnOuQXl6Pc+4HEgosiqVv50qZmNAi5zziWV0ddrwK1FFjcDLgQuNLOXnXN3lbBtLPAFUDRZjgKO9Kfbzewa59ywso+scpjZ48DDRRbHAVcB/cys/x6IIQ4YBXQqsqq+Px0B3Glm/3bOvVrJ4bgisUUAbwPXFNO2kz/dbGb3OOdeq+TYRERERET2CsrnlM8ViaMxXk7Xpciqg4G7gAFmdl6I3Z0IDKbwM1AD6AasCtpfV+BLoE2RbRv5Uw/gHjPr5z8TsbLFAhOArkWWH+tPV5vZGc65xMrYuZkdCvyCd+6D5b8fx+G9H1ftgc9r0Zy6WnyXRESqCxUjRUTKwb/y8C8Kf1FeCgzxfzbFS5y6AAcCo8zsMOfc1hD6HQT813+ZB3wN/AZkAJ3xCkpNgNOBsWbWzTmXXkJ3twMdgGTgA2AaEANc5G8PXoFstHPupyJxRPr7zU/MlwCf+D9rAb2BS4HawNdmdrFz7tuyjq+i+e9XfuK6HXgXmOLHeCHecX6+B0L5ksJC5Eh/2gg0xHuvLsL7v/YVM5vpnBsfYr/nh9BmIHCmPz8BmFRk/ddAftK8DvgImAdE4iXEVwLRwKtmFuaceznE2EREREREqiXlc8rnisRRExiH934DLMZ7z1cBrYHrgLZ4eV7RInNxXgUMryA5GWgPxDnn1vv7OwwYjVcABPgH7zhX4X3+LgG6A42BX83sdOfcH7t3lGV6B+/4NwNvAXPxPv834L0HXYBxZtbFObe9Infs33U5HO/7mAd8BfwObMV7P87G+yzUBL7wc+plIXS9gdBy6oeBo/z5L51zwUXjavFdEhGpVpxzmjRp0qQpxAkvSXL+NBSILLI+gPcLdH6bx/zlA4KW3VFkm65B67YCPYrZb128JCm/3RtF1h8YtM4BC/GSnqL9vBbU5rti1j8dtP59IKKYNsfgJSr58davhPe5V1AcrxRZ1xbI9NdtAjoXs/2tRd6PsZUQY5eg/t8uoU3weR9WyjkbXs59nwnk+tuuARoXWX9DUN8jgVrF9HEwsMJvkwV0qIrvlCZNmjRp0qRJkyZNe2pSPqd8rsh+BgXt41sgqsj6GnjFsuBYBhVpM6DI+htL2JcBc4LaPQ8Eiml3V1Cb9UVzOWBs0Pq6pRzbHUHtBpQR80KgeZE2MXiFwfw2D1fC+39eUP/3h3COXgj1cxbCvoNz5plAzb3xu6RJkyZN+9KkZ0aKiITIzOpTOOTlcuBq51xWcBvnXB5wPZB/lWsoQ8s8EjR/k3NuQtEGzrsa90K8u+4ArjWzZqX0eaNzLr6Y5YMoHHqk6HMr6gC3+C9nAAOdc9nFxDIVuN9/WQe4sZQ4KsNteHf3gfeHgDlFGzjnXse7GrkytQ+a/7G4Bs65j4HpwN9AhQxrY97zU77E+0PJduB859yGoPVhFJ6fdcDFzrnUYmJbgnd3JXhX+d5dEfGJiIiIiOyNlM8VxKJ8DjCzaODf/svVwJXOucwicWzH+wysIjSJwHslrDsfONSf/805d4//eduBc+4lvFFtwLubdmDRNhUsB7jIObeuSBxpwGVAir/oLj/XrEhl5tTAs3gX0U4OimW3mFlP4HX/5Sa8nDo9aH11+S6JiFQrKkaKiITuTCD/l+/3XAlDlDjnUvASrJuA68zMSurQH5bkVP/larwiU7Gcc5vwruQF7xkFZ5XQdLMrYSgX59wWID+pbVBk9Zl4w40AfFhcYhRkCN7ddADnlNKuMuQfdxLeVcslqexhRzcFzd9iZrWKa+ScO9o5d4xz7ubd3aH/B5QRFA7rc4NzblqRZl3xrqwG+MKVPPwTzrnfKEysz97d+ERERERE9mLK5wopn4OT8e7+A3jXL77txF/+Roh9TnbO5ZSwLjjferaMfp4Omg9luNHd8YNzbm5xK5z3nMj8z3Q9vMd9VKTgnPouf2jUojFkOOfaOOeOd849trs7NLPWwDC8C3JzgH7OuZVFmlWX75KISLWiZ0aKiIQu+MrTna52Deac+yD4dSn56+F4Q78A/FHGL7ngPV/ioaB4PiimzYIy+kgGWrDzMy+CE4umZnYepVsPtAKONLNACLHvNjNrABzkv5xW3NWJQabiPaMlupLCmQAkAM3wnmOxysy+B34BRvt/KKgwZhYOfEPh8b/qnPukmKbB5zE2hPO4ETgA75y3cM6t3f1oRURERET2OsrndrS/53O9gubHltF2TIh9Lixl3XH+zyzK/vwtMbNVeHlaVzMz55wrbZvdMKqM9eMpvDvzOGBiBe57BN5oPzWAq4HTzWw4Xk79R3Ej/OwOM6vt77Ohv+ge59zvxTTd679LIiLVkYqRIiKhaxI0H+owLeXpc3kI7YPbNCmhTXIZfeRfqVk0o24RNP9wCLHki8B7BkqFFt9KEHzMq0tr6JzLM7MVwCGVEYhzLsvMLsMbTqYWUB8vgboayDOzv/11XzvnFlfALl8BTvLnf6dwSKGigs/jQMo3rE9jQMVIEREREdkXKZ8r3n6ZzwHNg+bL+jwsC7HPraWsyz/2+KLDA5dgOV4xMgrv/CSFGEN5lZWrBp+nkj6zu8Q5t9HMrgY+wfscNse7I/kmINvM/gR+wMupdytPNbMA8DmFQ+V+6px7pYTm1eG7JCJS7WiYVhGR0NUPms+ooD5jg+aLHRamiOAhN2NKaFPSsDDliaW8au/GtuVRN2g+lHOwrbICAXDOjcNLZt5jx8QzgHel8+PAIjP71swa7+p+zOwGIH+Y11V4Q8mUdJ6rw3kUEREREdnTlM+VbH/M5xoGzZcVSyjnFiCzlHX55yfUvkL5rFSEsp7DGBzH7nzGiuWc+xI4ChhaZF8ReHevvog3CtF7ZrY778OTFA6jOo3SL9qtDt8lEZFqR8VIEZHQBf9iXLOC+gwediSUX6yDn0tY4rMAd1Fwfx2dc1aOqaKuLC5L8BWGoZyDqMoKJJ9zbpVzbiDeXYUn4z3/YxoQPDTLBcAof6jVcjGzXsDr/st04Dz/eTMlCT6PZ5bzPI4rb3wiIiIiItWE8jnlc8HKU+yriM9L/mcl1ILa7n5WapTdJKR2wXGUlofuMufcHOfc5XgF4rOBV4F5QU0CwHWU8kzW0phZf+B+/2UicH5Jz4z1VYfvkohItaNipIhI6BKD5luV1tDMWptZNzMraxiT9UHzbUOI4eCg+fgQ2pdH8PE1L7FV1UoImm8TQvu4ygqkKOdctnPud+fc/c65rkBT4A4KE5kuQFnPmtiBmbUGhlH4PJhrnHOzytisOpxHEREREZE9Tflc1dub8rngYT8PLKNtWetDkf9ZiTOzyBDa539WMpxzwUXc4IteS7vYtU6IcbUsY33weVoXYp+7xDmX4Zwb6Zy7wzl3KN4wtY8CuX6Ts83s6PL0aWbHAO/7L7OBi0IY8rU6fJdERKodFSNFREI3LWi+W4mtPLcBk4D1ZnZkKe1mUTiUSy//OQalObnIthXpr6D53qU1NLMoM/vGzN4ws7sqOI4SOeeSgbn+y65mVuIVqmZ2MNCosmIxs5PM7B4zG2xmRZ/XgnNuo3PuVeC+oMWHl6P/2sAIoIG/6Dnn3FchbBryefT386GZvWNmD5T2foqIiIiIVHPK53zK5wCYHDTfo4y2J1bA/vLPT2RZ/ZlZBwqLYP8UWR08FGxpw4keWsq6YN3LWB8c6x8h9hkSMzvXzB40syeKW++cW+2cGwQEP9uxPDl1c2A4hXd/3u6cmxjCpnv9d0lEpDpSMVJEJHQ/U3hF3nVmFlFcIzOLAi7yX25k5+ShgHMuE/jFf9kKuLSktmbWELjWf5nnx1ORfgKy/PnrzaxeKW2vxTvGm4A+FRxHWb71f8ZQ+nMebqnkOG4AnsN7luOxpbTbHDSfWmKrIP4fMT6nMIEcBTwQYlx/4n3uAC4ysxKvODazs4Cr8d7H65xzFT1UlIiIiIjI3kL5XCHlc/ADhaPYXGtmxQ5X6n9ObqyA/Q0Pmr+3jLbBF7T+WGTdhqD5I4rb2MwaAz1DjOtyM6tf3Aozi6Pwu7DYOTc/xD5D9RDesxwf9AuHJdmVnDoa+B5o5i963zn3VohxVZfvkohItaJipIhIiJxza4D8O9PaA2+aWVhwG/+ZgK8ALfxFbzvncinds4Dz5980sxOKNjCzOnhJW0N/0QfOudXlP4qSOecSgI/8l02A78ysbjGxHA88H7TohYqMIwRvUPiskSfN7KSiDczsIrwiYWX6Omj+Xf8cFY0jGrgzaNHYEPt+CjjHn18A9HPO5ZXSvoD/7IuX/Jc1gBFm1qJoOzNrR+H5hj1/HkVERERE9hjlcwWxKJ8DnHMpwNv+y9bA+0UL1P7n4R3gkArY5Qggv5h3qpk9V9ydtGZ2BzDAf7k+KMZ8U4Pm7/dzzuDtawOfAbVDjKs+8FnRYqyZxeJ9X/KfGfloiP2VR35ObcDH/oUAOzCzRhQWrbPxLr4NxQdA/pCu4/CKhSGpRt8lEZFqpbSxxUVEZGe34w1T0gLvAerHmtknwBq850j0Bzr7becDz5TVoXNusj8sySN4z3UYZ2ZfAb8BGXh3x12H90sweMWpO4vrqwL8G+/4OuJdSbnYzD7Euxq4FnAC3jHmJ+0fO+cq+oreUjnnNprZbcCnQE3gVzP7DBjtx9UHuBgvUdkG7JQ0VJDvgCnAcXjnfJmZfQAsBHLwnhlzLYV/yBjunPuruI6CmdmlFF4JmwX8FzjMzGKAKLxErTirnXMz/PnngdOBXkAnYIGZfYSXuIYDXYFrKByuZgxeki0iIiIisi9TPqd8Ltgg4FzgILz35Ug/b1qF9yzFAXjnL5fC9yxnV3bknMszs8vwhv+NAe4BTjOzT4HVeJ+PfnjnCH+fVzrnNhfp6mu8z2UtvGLbdDN7F+85hx3xctDmeLnfMaGEBpwJzPH7WYX3vMr/ozCXHemc+6LcB122t/GKzq2BU4El/vu/FC9vbY/33cl/dMkbITzvETO7D7jMf5kEPA0c7w8LHEnJOfVC59xCf36v/y6JiFQ3KkaKiJSDc26TmfXAG9LlULxE9flimk4D+oY67KVz7j9mloF3tWEE3i/OlxXT9Ee8hCRtV+IPIY5UM+uJl+D0wntGx30lNH+PclxdWJGcc5/7V5F+gPd+XeVP+XL92G6hkpJXP5k8H29YpsPxEqSShtv5ES9RCcUZQfOR7HgHZmmG4F9B65zLNbM+wMd4iXwt4NYStvsBuDzUOy9FRERERKor5XM72K/zOT+ObWZ2Cl5O1wGv8PRckWaJeEOJvua/zmQXOedm++fnf3jD+h5O8c9ATAAudc6NL6aPjWbWH/gSiPZjfrlIs5+A+4HZIYT1CtAXryBb9NgBvsB7tEeFc86l+Xnrz8ABeAXg/5TQ/AO8AmEozgyar0fhUMpleRSvQF1tvksiItWJhmkVESkn59xKvGczXIP3LL9EvKs2twC/4125d7xzbl05+30aL5F4CZgDpOBdSbsIb5iV3s65c5xzSRVzJCXGsdE51xvvCtEv8a6MzAC2A8uAT4ATnHMDnXO7dFVoBcX5KXAY8L4fYzbeM12+B050zr2/B2JYT+FdhiOBeLzkNANYgXfezvLP2x59HqNzLt05dwne1Zz5V5em4d1tuQb4BujjnDvXORfSczdERERERKo75XPK54rEsQrogne36mS8z0EmsBivOHcI3ug3+Xbr/DnnpuPd8XcL3t2gG/BytLXAH8ANQPviCpFBfYzA+6y9jpfnZQKb8D6//3LO9cE756FYjXf8TwJL/Fg24xXOz3HO9XfOZZWy/W5xzi3AG83ndrwRexL9GFLxzsG7QHfn3HUhDJlc0bFVi++SiEh1Yc65sluJiIiIiIiIiIiI7GfM7HLgc//lGc65UVUZz+4yswEUPhPxTufcK1UYjoiI7Cd0Z6SIiIiIiIiIiIjsN8yso5n9YWYfmtnpZTTv6/90wIxKDk1ERGSfpGKkiIiIiIjIbjCzm8zMmdnwENufamZfmNlyM0v3p6Vm9pGZHVvZ8YqIiAgJwAl4z0N81czqFNfIzK4ALvJf/uac27iH4hMREdmnhFd1ACIiUv2ZWU3gtIroyzkX0h9yd4WZdQA6VEBXq51zuiJWREQws47AsyG2rYX3fKHzi1nd1p8GmNlgvGHT9PwhERGpdPtrPmdmQ4Er8J7huMDMPsV7PmQGEAecDfTyt0kFbqyAfVdrZnYk0KoCulronFtYdjMREdlXqBgpIiIVoTHwXQX1ZRXUT3EuBf5bAf0MAQZUQD8iIlKNmVlr4GegVghtDfgaONNftBH4AJiNl5d1A64CagK3+G1ureCQRUREirO/5nO3AE2BU4FmwL0ltF8OXOKcW14B+67ubsP7fWV3PQoMqoB+RESkmlAxUkREREREpJzMrAdecbFpiJv0o7AQOQM4zTm3OWj9p2b2GjAWaALcYmZfOOcmV1DIIiIiEsQ5lwKcZmbnAP2BrkBzf3UCsBj4EvjGOZdWNVGKiIjsG8w5V9UxiIiIiIiIVAtmFgncDTzGzhd3fu+cO6+E7cYCPYE84BDn3KIS2p1H4d0pQ5xzAyogbBEREREREZEqE6jqAERERERERKoDMzsFmA88hVeIzAGeDGG7aKCH/3JqSYVI349Auj9/3K5HKyIiIiIiIrJ3UDFSREREREQkNP8C2vrz84HuwPshbNcImAas87crkXMuB0jxX9bbtTBFRERERERE9h56ZqSIiIiIiEjoNuPdDfmGcy7LzA4sawPn3Grg2FA6N7OGQGP/5aZdjFFERERERERkr6FipIiIiIiISGgGAzc559LLbLnrrqVwBJvJlbgfERERERERkT1CxUgREREREZEQOOemVWb/ZtYSeDBo0SeVuT8RERERERGRPWGfLEaaWRoQAWyo6lhERERERPZTjYFs51xMcSvNbBrQdA/FUWJe4JxrsQdiKJOZRQPDgFh/0U/OufFVGJLsBuWkIiIiIiJVbm/JSdc7547eA/vZq+2TxUggIhAIRDRr1iyuqgMREREREdkfJSQkkJeXV1qTpoEAcc2aVF5KkpCYQ14euZW2gwpiZlHA/4Bj/EUb8IZrlepLOamIiIiISBXai3JSYd8tRm5o1qxZ3Nq1a6s6DhERERGR/VKLFi2Ij48v9a6wZk3CWT2jdaXF0OrIFcQn5KzfW+5+LI6Z1QSGA6f6izKAC5xz66suKqkAyklFRERERKrQXpSTVlr/1cm+WowUERERERHZq5lZI2AEcJy/aDtwnnPuz6qLSkRERERERKRiqRgpIiIiIiJVxJFHZY5Z4yqx791jZu2An4C2/qI0oK9zbkzVRSUiIiIiIrI/2X9z0j1NxUgREREREZE9yMy6AT8ADfxFm4A+zrmpVReViIiIiIiISOVQMVJERERERGQPMbPeeIXIGH/RSuAM59yiKgtKREREREREpBKpGCkiIiIiIlUm11XmkDh7FzPryo6FyH/wCpHrqy4qERERERGR/df+lJNWpUBVByAiIiIiIrKvM7P6wHcUFiKnAD1ViBQREREREZHdYWYRZjbdzJyZzQqh/RFmNsTMVppZppltNLOJZnajmUVWRoy6M1JERERERKTyvQbE+fMrgTOdc8lVF46IiIiIiIjsIx4CjgyloZndBTwHhAUtbuhP3YFrzayvcy6+IgNUMVJERERERKqEA/Jwldr/3sDMOgCXBS36EuhlZmVu65wbXllxiYiIiIiI7M/2hZzUzI7EK0aG0rY/8KL/Mg14C5gONAauAQ4HjgKGm9kJzrnMiopTxUgREREREZHKdRU7PiLj/nJsW3bFUkRERERERPY7/pCqQwih1mdmdfFG7AHYCvRwzs0NWv+W39dlwNHALRQWLnebnhkpIiIiIiJSuTpXdQAiIiIiIiKyz3kUOBSvuFiW64D6+dsFFyIBnHPZwNVA/vCs95lZhd3QqDsjRURERESkyuSRV9Uh7Bbn3ErKuHvROXf2nolGREREREREyqO65qRmdixwj//yDuDjMja51P+ZBbxXXAPnXKaZvYtX5GwEnAT8utvBojsjRURERERERERERERERKoFM6uBN6RqGPCTc25IGe3rAEf4L6c459JKaT4maP7M3Qo0iIqRIiIiIiIiIiIiIiIiItXDU0B7vOFZB4bQvhOF9cA5ZbSdFzR/ePlDK56GaRURERERkarhINe5Su1fREREREREpFjVMCc1sx7A7f7LO51z8aW19x0YNL+ytIbOua1mlgrUAg7YlRiLozsjRURERERERERERERERPZiZhYDfIRX2/vJOfdxiJs2CprfFEL7Lf7PBqFHVzrdGSkiIiIiIiIiIiIiIiJS8Zqa2dqSVjrnWpSjr+eAtoQ+PGu+mkHz20Non9+mZqmtykHFSBERERERqTJ5GktVREREREREqkh1yUnN7GTgRv9lqMOz5osIms8MoX1+mwqrIaoYKSIiIiIiIiIiIiIiIlLx1pfz7sedmFks8CFglG941nwZQfORIbSP8n9mlXM/JdIzI0VERERERERERERERET2Ti8BrYBkyjc8a77UoPkaIbTPb5NRaqty0J2RIiIiIiJSJRyO3EocEsdVk+F2REREREREZM+rDjmpmZ0JXOu/LO/wrPmSguYbhNC+vv9zwy7sq1i6M1JERERERERERERERERk79MvaP5DM3PFTUFtDg9aPtZftihofavSdmZm9YBa/suVuxt8PhUjRURERERERERERERERPZNC4E8f75TGW2D18+pqAA0TKuIiIiIiFSZPA2lKiIiIiIiIlWkGuSkrwHDQ2j3nf9zJXCnP78JwDmXYWZ/Ad2A482shnNuewn9nBw0/0f5wy2eipEiIiIiIiIiIiIiIiIiexnn3AxgRlntzCx/Ntk5V1zx8hu8YmRNvGdQvlFMHzWAgf7LzcDoXQi5WCpGioiIiIhIlcl1e/1VqCIiIiIiIrKP2o9y0o+BB4GGwDNmNtU593f+SjOLAD4CmvuLXnfOZVbUzlWMFBEREREREREREREREdlHOeeSzOwevIJjLWCCmb0LTAHq490t2cVvPhd4riL3r2KkiIiIiIiIiIiIiIiIyD7MOfexmTUBngSigFv9Kdhc4AznXEZF7lvFSBERERERqRIOyKvk/kVERERERESKsz/mpM65Z83sV+A2oDfQFMgC5gFfAW9V5PCs+VSMFBEREREREREREREREammnHNWjrYzgasrMZydBPbkzkRERERERERERERERERk/6FipMheKCM1g7kTF5C1PQsA5xzPXT2YfnED+f2LCVUcnYiIiEjFycVV2iQiIrsmbVsGc6etICc7F4DcnFyeuOFD/tX1P0z5bW4VRyciIiJScZST7hkqRorshe7uPYg7T/wPj/R9FoANqzfx25BxbElIYtjLP4bcT8qWbXzx1P+Y/ts/lRWqiIiIiIiI7ENyc/O446LB3HPZWzx391AAVi5K4M+f/mHz+mRGfDQu5L42pqTyzm9/MX352soKV0RERESqARUjRfYyzjlWzl0DwIrZqwBoGFefLr07YWac0v/EUrefO3EB44dNxjnHaze9x0cPD+XBs54icdXGSo9dREREREREqres7dmsW7kJgBWLEgBo2bYJ7bscQCAsQM9zjyp1+1lj5zPpx+kAPDR0FIN/mcTAd/7H1rSMyg1cRERERPZa4VUdgIjsyMy4/9NbGfP5BM6+4VRWzF1N3cZ1eH7MIHKyczAdlBQAACAASURBVAiP2Plr65xj+exVpGxJ5b5THsM5x3XP/IvwSK9tWFiAQJiuPRAREZG9T65GrhER2atEx0Rxx9MXM/m3eZx/dQ+WLk2kUeNYXvnhLnKycwmPCNtpm9y8PJat2cTmBesYdOFLANz++tVEhHltwwIBzGyPHoeIiIhIKJST7hkqRorsAasXxvP6ze8R2zCWvjefwWEnHlJq+6NPP5wJ307hq+e+55+x86hVN4Z3/nmBjWs28+K1b9KifXMe/vJOEpYnMuzFH9iwZjMzRs8mqmYUznn/es6ZMJ+5ExfS5vADuOX1a2nUosEO+5j8wzTCI8PpenqXSjtuERERERERqXrzEzbw1M9jaR5bm3917cJhBzQrtf0xvTsyecoyPvp0IrMWrqNevRg+fP86lk5fzhv3DqXdEQdyz5tXs3zpBkZ8PZUlpDNjeQK1CRAWEY5l5zB10lLiFydyTLc47r75LOrUrFHQv3OOX+MXUScymuMaH1DZhy8iIiIiVUzFSJE94KvnhjPrj3kAjP9mMgMev5RGLRow+tNxbFy7mcN6duL2t64nEPDuXnzk3GeZPW5+wfapW9N4ot/LbE7YwoZVm1izaB1z/1zEJ4O+Yt6fiwraZaZnAnDKv05kzaJ40pLTWf7PKlbMWc0h3doR5l+V+tsn43huwGAAHv3uXo7v23WPvA8iIiIiIiKy5705dgrTVsUDMPKvhTzSpyc1529k7NeTSFqfxDFnHcmNLw0oaH//bZ+zdMVGMmuHkdkkgozsTP577dtsXJjA5oStrFuxgQtvOpXnnx7JyuUbSW4XAxEBtrlc6jdryJmndmT2iq1siTYSl28kce1W2jdtSFi4l5N+vORvnpj5GwBf9P4Xx6ogKSIiIrJPUzFSpBJtT8/kP32fZcn05WCAf8v3p49+TV5uHv5NjKxdnEDvS7vTvmtbompGkbJ52059LZiyGAALWEEhM794WVRMnZpkbNte8PqLJ77l3X9/QqOWDXhl4hOkbk0rWBc8LyIiIrKn5VV1ACIi+7DU1O088NA3LMhJgoZAHlgevPnC90T9shDyvH+F1y4eyalX9KT5wc2IjIog1b/QNScmgAs3csONOX+uJCIpAzOjWetGjPjgD6IiAuTUiiAizZETnUeNxAxcVg61G9dmVZNsNmx3RG+CwV+N56VrPqZV28Y8P/RGtmUV5qsp2duLC11ERERkj1BOumeoGClSiRZMWczMMXMAOKbPEWyOT2LZrJXk5uRRp1FtkjcWFh1n/j6He05+lNgGtUnZvA0zOKzXocz/cyG16sWQvGkbgTCjVt0Ytm5I5rdPxmEBK2gPUK9ZXaJrRtGldye+f+OXgr4ja0SQmZHF2sUJLJiyhHNuPI3M9EzCI8M55YoT9+ybEiRl8zZq1YspsagqIiIiIiIiu27GzJXMm+/dEdmvdUcWJ64kOS2BrLnbqN0wlm0btgLeRa9jf5nLN5e9Q0zbhqQkZxIw47h2LZi8PpEGNWuQnZpFVEwNIuLqsSoij7XDphAZFqBGp5bkZjvCsh1N0rKpXTeKuJPas3bUaAgY2bUcYZuyyMnOZfnCBJYvTGBgl26YGfUiozk1rn2VvT8pyenUjo3W8yxFREREKpmKkSKVqN1RbTigUwvWLIxn/qTFpCYV3oVYp3Es/R++iFm/z6XXpd357tWRAAWFReeg/0MXcEi3dqxdnMBbd37Eor+Xs3VDSkEfterGcPrVvfnx7VFkpGbich0fL36d3Jxcjj6jC9NGzQIHGWnbqde0Lq06xHF4r0MIjwjn0vvP37NvRhFv3/Ux374ykiNP6cwzox5R8iciIiIiIlLBOh/akmZN65CdmcidfZ+hVq0tBMzxac9OTH/ncE6891xmT1jAWdeexAev/0FmqzpsJw+rGUZEei43XtWbp1o3ZMnqTbzeuC6LFyaQXBdcmBHZJIoWGzPpftvx/PLKBEhMo3bdGN7/6zEysrI5av58Zq6Ip87iDCKyHHXrx3Bw55a069ySyPBwbu3Uo0rfmxee+oFRP82mR68O/OeJC6s0FhEREZF9nYqRIpUookYkDZvXZ9W8tTsUIgFWz4vnuLOP4vxbzwJg25ZtLJiyBIComCiuf+ZfHHFSZwCG/Pcr/hk7f4ft6zSKJTc7l29eGEF4pPdVNjPMjPCIcJ4a+SD9ml9PUmJyQQHzhuev5JFzn2FT/BYO79WJ/3tpANExNUo9hiUzlvPLh7/T48Lj6NL70N1/U3x/Dp8KwIzRc9ietp3oWtEV1reIiIhUDw7IpfIuSHKV1rOISPUQXSOCxtuzqVdrAbG1NxcsP67jOr74uzZPDb+Hi+46B4AlSzex+Nd/AKhdN5qbb+vJwe2bATD4m/HMWp6AiwTnD2zTsG0jVnTOYv7UGdRqH0mD1ckQ5q2MjozgoysupN/pL5CelsOmrCTCt6ZyysPncP9FL5MUFsHRvToy8OZTiIgIK/UY5k1fybgfZ3FS3yPp0KVVhb03f473HoUyacJinHO6QFZERGQ/pJx0z9HYiNXEjNGzefKyl/nrpxlltk1LTuPGo+7l3NgrmPrzzD0QnQTLyc7hzTs+YkD723jknKeZ/tvsHdaHRYRhAaN52yY0jKtfsDwrI7tgvvMJHTntqp4FrzscczAAUdGR1Kofw1GnHc7TvzxEwE/0wsK9n7ENahVsY2Y8P+a/HHXq4QXLfnxnFP+MnU/8kvX89N4YRn34xw6x/fDWKJ4bMJj4pQkFyx6/5CVGvDmKR859htzc3F1+X4q6clA/WrRrRv+HLlQhUkRERERkL/fH7GXc99FI/l6ypsy2SVtSuab/25x/xovM+Wf1HohOgmVl5vDSEyO4+uLBPHL3UOavTGLmsrbMndOAbWkRrN1SnzdHH0u9m7oTHVuYi+WlpBIxdzVs2Uqnro3pfUbhxaid2nhFyZqRETTOiqRXh9a8dPP5WMD7410gpgbZrRoQ3blFwTaRUeE8/85VdO7YFNuaSl6e48uh45i2NZm1m9IYPmwaY8fseNHtt0Mm8tJ//sfG9VsLlj36fx/zw2eTePzmIRX6Pg24victWtbn6oG9VIgUERERqWS6M7KaeLr/q2zdmMJfI2cwIuXTUtsu+GspS2euAGDM5+M55swj9kSI+5XJP0yjTsPaHNJt52dbDH36O7577ScA4pcUFvXCwgPk5uSBA5fnWLcskUV/L+PQ7h0A6Hbu0Qwf/DOb1m5m2qhZDLrgeZ799T8AXP7gBXQ792gaNK9HbP3aBX2+8Mcg/v55Jl8/P4LM9CzWr9jAtqRUxn8zmZYdmtPu6IN4dPg9fP3cCHLzcvnq2e8LtrWA0eqQwkRx9cJ4Xrv5fcAbKvaJHx4AoF6TOiQsT6R2/Vq8fecQWh92AGddd/Juv4enXtmTU6/sWXZDERERERGpUrl5edz30UiycnKZtXwdox6/vtT2/8xczZpV3l14f4yeT+fDK+5uNoG8PMcf85bRtG5tOrVsstP6j9/6jW1JPxARHcvM2fUIAOkZUVwz7AIy6ocTGQiQl5KHkc6KxC0c1KwhAD3OP4afP5/A7DPqMYwEUkf+zOC+3l2Tt/U7kTO6daR5w1hq1Ywq2NcnV1/MX8vXMPT5seQBCYnJbN20jUm/zCauaxwdDmrBo29cxbC3xpBbP5JXls0j94AGxC7Pos76PFq2KrxAd8E/a3jvxV8AyM7O5b6nLwagboNabNuaTkxsTQY/+QOdurSid5/Ci253Vd8Lj6bvhUfvdj8iIiIiUjYVI6uJFu2bs3VjCi3aNy+zbafj29Gpe3vil6zn9KtP2gPR7V8+fPgLhj71HWbGKxMf5+Cj2vDz+79Tr2ldelxwLHMnLtih/aX3n0/H4w7mq+e+Z/6kRTiXhwWMlu2b0+awAwraxR3UjI8Xvca5sVeSm5PHmoXrePicp+l0fAcuvOtsmrZuvNOQqq0PbUXrQ1vRtsuBjHxvNKf0P5FnrniNqT95d8TG1KnJ2zOe44r/XszCqUv4/PFvATj69MP5v5cGcEDHwmLk5nVbsIDh8hz1mtQpWP74D/cz/dfZjPtmEsMH/wxAu6PbcFCX1gVtEldtpHb9WtSsXTV3OH7/xi9sXLOJyx44n5g6MVUSg4iIiOyaPI1bI7LXCwsEaNmoLssSNnNg43pltj/y6AM5uF1TtmxJ5dQzOu+BCPcvT/wymq8mzSYyM5yv7+pPq7q1GfnuaOIObsaxZx3J0Yf9SJdLx5GVHeCaRy6gT88z6NAxjkcnT2TZhi3kAQZ0atmElg3rFvTbpnMr3p71DMe+8TY4x+KNm7jxve84ocOBXHRcZ1o2rUt0ZMQOsRzavAmHNm9Ce4tl9Jh5nN2nC49f/wF/1ljPxojaNPqnJiP7DOSqe/vw5+JV5C6bC0C30zty92knENeisBi5ce0mDIfDaNCwcNSfZz+7gX+mLGPUiJn8+NVfjPx6Kh0Pb0nToG0T1m+lbt2aRNeIrJw3vRTOOT5Y9Bcp2du5sWN3osMjyt5IRERE9hrKSfcMFSOriad+epAFU5bQ/piDymwbXSuaVyY8sdPy3JxctqdnEhNbM6R9ZmdlExG5b/8SvXz2Sp66/FXiDm7G8ed2xTnH6Vf3Ji05nY1rN/HFU99Rr3EdbnjhSsLCw5g/eRFDn/oO8BKO+09/gvCIMLb5z4N84fdBtDqkBTNGzynYx2E9D6Hr6V1o1bEF3w/+maTEZMZ9PYn0lAyuOvgWWnc+gMdH3EdUdBThEeH8d9jdjP92CivnruGvkTP4a+QMhr00gu1pmTw+4n6OPOWwnY7jqFMPLxiO9dtXfixYnpaczss3vMPd799IZkYWJ/fvweJpy7j0gQt2KEQC/PTeaJz/L++y2asKlsfWr03vS7uzZPoywBsqtna9wsTwh7dG8drN71O/WT3envk89RrXIRRpKelM/N9fdDyuHa06xIW0TXFmjJnD4Fs/AGDSiGlccEcffv98Aif378FJl5+gIWBFRERERCrAR3dcwvzViRzepuwLZGPr1OTND6/daXlOdg5Z27NDvogxOyuHiMh9+88Wczas4qlp39I+No4OtTsSHRFB30M6kpyawYbEFIZ+NJG4FvW55gZvKNFx65YxJGUqHApuURRXPjmEiLAAYUOmE7EtizenPcthXWpBFkRG5FErJpsjjz+Yju2b8cKBdRg2dQ4pC7YwbfxC2JDEpZe+QadOcQz6z/mEh4dRNzqal8/pw/jlK5i7IIGJ8SuZsHglL0+YRJ5zfHjlhXRp2Wyn4ziheztO6N4OgI/Ss0jr4t09udGl89r7v3DtFSdTIyqc3ke2ZXlSEteeeSxxzerv0MfPH47FJW6GsDCW/j4L7j4TgHoNa9Pr7C7MmuaNABUdE0l0TOHdmZ99PYX3hoynWZM6fDB4ADFBd26WJmXzNiaPnMlhPTrQrHXj8p883y9rF/L0P2MAGJewjAEb2zNuzHz6XHosPU7oSI2ae75AKiIiIrK32bd/q9+HRNeKLrYIFaptSanccuwDrF+eyL8/vLnM4TFfu/l9fnhrFKcN6MU9H968y/vd26Qlp/HTe2Noc/gBHHxkG+4//QmSEpNZNX8tk77/G4B5kxYxfthkMlK3FxTnWrZvzjk3ns6kEdN26C8jdfuOOzAY8Gg/MtOzWDR1KcecdSRHneqdtxYHN+PmV6/hzhMfAWBT/BYAZo6Zw+Wt/o+YOjE8/sP9HNvnKA7t0ZFbjvWGSa1ZJ5qUzakATP15Zpmfg/uG3MK7933GuK8mAZCbk8f1h91NekpGQZtP/vsVL/7x6A7bHXnKYYz1t6lZqwZrlySwYvYqjjvnKNYuWkfLjnE8OPQO2hx2AE0OaFSw3ayx8wDYkpDEmoXxIRcjn73ydSaPmEatujF8vuqtXb6rcsn05QXzaxbG89pN7+HyHHMmLOCV/3uXi+8+h4HPX7lLfYuIiIiIiCe2Zg2O63BA2Q1LsDkhiVuOfYCtiVt56Ms7OeH8Y0tt/+ytnzB2+HTOu7YnNwy6YJf3u7dxeVsgfRhEHsGW1I78+5dPSWmaysr0DXw5ayU5GRHMn72Kn35fTFZWDuEpOTB/GW06NqV3z478umChd1sjQG4mqVHexca1OjYiYmo8AGF172NLfCRjJ+dwQo9z6NjeKx62a9qQB8/tzfXD3sUcJGxMgTBj4l9L6fN/b1K3QS1e/vcFnNW+Hd3iWtJv+ucAxNauwZZML/edtGxVscXIYA++PYBan//CiMTVRGwxslw25775KRk52eT6A9kMnjKFt87vu8N2XXq0Z+bY+bisbKKjI1ixciNr127h+G4HE8ibzy3/zqNrj4tofXBL6tQrHBFn5mzvuaQJicmsT0ymbYiFxccuf405ExdRr3EdPl/yCmHhYSFtV9TSP5aAX/+cm7Sep8esJqtmHcZ+P4b6j33HdVf25PKBvXepbxEREZF9hYqR+6jcnFw+e3wY29MyueCOPtzd678kLE8EYNKIv8ssRo75fDwAv38+odoXI3NzcguSijfu+IjfhowjEBagYVx9khKTd2o/988FOxTuAP78fiqB8DCSNyQTCAuQl5tHjZgotqdlEggLcOLFx3HiRd047MRDSFy1kT+/m0rq1jT+9chFuDxHwqpEmhzQiEAgwDVPXs4HD35O/ab1mPrTDLIys0nZnErK5lR+fPtXbn71Gv4Y+idrF60D4LSrejF73Hy2p26nz8BTyjzexq0a8dAXdzB77DySEpNJ3pRScDzhkeHkZOXQ5MBGO2135rUn07BFAxZNXUqPC47l5qPvI31bBiddfgJ/Dp9KZnoWvS/rTu9+3XfYrv9DF5KUuJUDD2nJoSd0CO2kAKlbvbtJt6dtJycrJ+TtivrxnV8L5i1gRERGkLU9q2DZ2K8nqRgpIiKyF8st+Ku6iOxLMrNzeHPMFMzgku6duXjCxyQ+2pymL2znrx+nl1qMzM3NY9z3MwAY8920al+MDM5JXfJDkDkGRwT3PtyftBa50BRcupGb5bWZMXM5mX6OlB3r/dlm9OylbE1JIy/dqBEfjstxNBqfRNIhETSqn8fA69rQ+j9X0rbLgSxfu5mBgxqTlZXDi/c2x7ksyE3EwlsCMPCmk/lsyEQaNInlz7+WkhGeS1JONkmJSYycMI/rLzie/02dS0LSNgAuOfpQflu2HIejb5dDyjzeuNaNeey+y5n0wDtsy8xiRZtctm/NAYPwQICcvDzi6ux8EWu/O86iRetGrJq3hmMvOo4bbx5CVlYOV1/RhstPe5QA2XTrejmB2EE7bHfNv04gMyuHQ9o1C7kQCZC6NR2A9NQMcnPzdrkYOfbBn6l/fBRbLmhIZFg4uQ1rk5ttBHIgJyaM8aPmqhgpIiKyF1NOumeoGFkNbYrfzJIZK7AAbEtK45T+J2K24xfm9y8m8tnjwwBv6JH8QiRAw+Y7DoVSnMvuP5+hz3xHekoG95/xBE+OfICwsMJfzLO2ZzHp+7856IjWtGhX9jA9VeXF697ilw9/57xbzuTm164hYAEAXJ5jw+pNAATCjBteuJJhL/5I6tY0bn7lan58dzTJG1NYPH0ZWRnZJCUm88oN7wAQERXOY9/fS8dj27Fy/hqeu3IwY7+cxLKZK3nikpfo1rcrKZu9pO2dez5hxFu/MOv3eZx0+Qn8+8Ob6NyjY8Ewus45/tXmJjas8mJZMmM5j138Ao1aNqRGzSiys3IIDw9j+T/esKmrF8SzbUsqnz3xLceccQTn3Xpmscedl5dHxjbvytWs7dkMfP5Kls9eSZ+Bp5K2NY2jTju82O26nt6Frqd3IWFFYsFdnzNGzyEz3SvupW5NY9w3k1n091ISlidy3q1nMmP0HNKTMzjx4m4EAoFi+123bD3LZ6/imLOOZN6fC4lfksDqBfE0a9uEC+88m1r1dn7O4+Lpyxj96XhOvLgbh3Yvuch59GmH8+M7v9Hu6Dacd9tZPHfl4IJ1gfAAZ99wWonbioiIiIhI+cVvTWHJhk2c0GIFAcskEH3WTm2+mTqH98d5o88khqWw3qVDzTDSz2lDo7jSHz8SFhbgkptO5vtv/iY5EMbj933NI89eskOb9Mwsxs1fwWEHNCWufmijs1SFx/u/zsThf3P5/X256pELyb+tMScrl02J2whLqEfUqhrcfmFP3vxjBLlpWTzw5HV8OmUB6RlZzF2WQHZuHmsWJPLDkoVk1QunZkQM713clzYDYtm8biWtm9+I5W1iwqjJnBUbwdG3nEZ6hpfDvfH2r3z46K9Yzmxc9OVY7EN0Pa4tXY9rC3i548U9n2RtbDjgmDdhNjfbJlrUiiUiLIyAQTq5LNvkjewTvzWF+DVJfPnTdHofezDn9Cr+maBZOblk5HgFVcuG2086njVJyVzc9VBSMjM54cDi77Lt3rcr3ft2ZenSRLL8guz0v+Zz2SnZWABcbgo/zlnIklnxJCWkcun5xzDq70WkROXRq3fJeePqJetZt2IjR/U+hJmL17J0w2YW9IyjUbc4ru92RLHDAc/7ezkTRs7ilAu7clDnliX2ffTJnUkdNoXjo+PoduupPDnlDwhAIDuXGnkR9Lm09LuARURERPYH5ty+93ROM1sbFxcXt3bt2qoOpUKlJafx/v2fM/qzCWxPKxwe9NQre3Lvx7fs0PafsfO45+RHcc5x57s3MPTp71i/YgMAZvDtpo+YO3Eh25JS6dWvO5FROz8bckCH24hfnADApfefR9L6ZK56rB9h4QEev+Ql5k5cSM3YaD5d/gYxsTXZlpRK3UYVkwRuWreF+MUJdD6xY4kFrlCcEXkpuTm51IyN5vutn5C+LYNfPvydSd9P5Z+x8wmEBXj4q7vocUHxycGG1RtJXLWJoU//j79/mQVAZFQEQ+PfIbZ+bTas2UT/A27cYZu6jeuQvi2drIxswHu/nfMKY4Zx75BbOOmyEwraz/pjLvecvOOQqQAvjn2UuIObMf6bybx5x0cA3PvxLQwf/DOLp3nPb/wy/l0aNKtXbOwzxsxh4rdTOOPak2h3VNtyvnPw+9CJzJ+0iJ/eH0N2ZjbhEWFccm9fvnjyfwVtImtEFtyFmP8eF5W8KYWrDr6VtOR0DjqiNUtnriAQMPKCngzc6pAWvDLhMVYvXEeHYw5izcJ13N79YdJT0qkRE8V3SUMIL+Uq1Q2rN9KgeX2SN6VwdfvbSd9WeGfrFf+5mCsHXVLitiIiIlI5WrRoQXx8fLxzrkVx681sbeOmgbjRU0sf7m93nHJMAhvW55UYg0hl2Vdz0q1Jabzz1miGZq+iT7s5PN57nLei5tUEYh/Yoe3v85dx66cjAHjm8tN59p9f2ZiRStMRucRsNL4f/yBTfvmHnFzHieccUexdaX0HvsjyNunELHb063cSW7ZncOcp3cnKyuW2j75nQfxG6teKZtTD1xFuRnpaJrF1albIsW5I2EpifBKdj269y31sT8ukb+PrAWjSqiGfLHgJl7cVMr7jzXtn8d2nW7ADGvPckJs54sg2xfYRv2Erm5PT+eCpnxhbO4nMeuHUiopk0r03EBkejstehNt8DgB/TWvEoH5tadaxOcvbNybbOepv38YPb37h9xYOBLC6r2M1Cu/UmzhiOo9e8ToWCGfdFQeyvaX3Ho7o358mtWvz5fTZvP7HZADevPxc3np7LGsTtxIwY8yHt1KjmL8nAIyfu5yJ81fSr8fhtG3WoNzv308//8OSJYn88PXfnNhtJZ07pbL+gCt4dewicI66S/OoF1WDzc7LSRvWjOanN2/cqZ8N8VsY2OspMrdn0/yCw5iTnExurQC55uWkDack0alNEx59awAJazbR4bBWLJm5gn9fPJi06P9n77zDoyq3t31Pn0x6bySkFwgdQgsQQpPeBQFFQESaFcSCiigHFSsoYKNjoUjvvYcWWkhIIYWE9N6n7u+PCQMR8GD56fnO2fd1eV2Zvd937TbqrP2861lSbPwd2br9jfsWgd/BZDJRdLsEZy8ncsoqGLZwNXVGI3a3DKgqTEyb2oMRw9r97usXERERERER+XOIOel/FmJl5D9IcW4pV45ep23vFtg52z5wTGVZDWs/2kF+ym2srBQc2ZsA1nZQpwejEYAzOy5QV6NFfU+T9hbRTWndsxkXD1zl54+2ETWsA9u+3INeq8fJw5GfPtjKhkXbAPhyxvc888E4Bk3rY5lvNBrR1+ktn3/6YCsApQXlZCfnkJOaB0BNRS37Vx/l8A8nSbmYxtPzRzN27vA/dV8qSip5ruUsyosqGfp8P6Z9PuEPxxo9Zwhbv9xDSJsAMq5nUV5UwdDn+9F7fDT7Vh4htF0gEVHhD53v5uta/8+zrF+wGX2dnkHTH8POyfy83HxcUKjk6LXmFZtSmRTPQHcSzyQDIJNLmfD+GPatPExWve3qsQ2nG4iRgiDg4u1k6SEJYG2vwTfcmxObYtn82Q5a9WhGx4Ft6TGuC9dPJ5F84SZege7YPqCi8A6tezSjdY8Hr1J9FGKeiCLmiSg8A9zZ9c0B+k3uSW56foMxVjZqixh5r7h4LwmxyVSXm+1vSvPLLGMlEgl3FkPcSshmuOskBJNAk44hlOSWUlNhnlNXreXrV1Yz/YuJDeJmJd3mly92E9DMlz4TY5DJZTh5OPLhgbd4o++/qCqrRq6UE9Lu4UJsZmI2zp6O2Dg8/D6KiIiIiIiIiIiI/LeSU1ZBXFYO0cH+2KhVDxxTVFXN12v2U3f+FgoHF45evEldd1uauBbdjZN2FI+mryJX3BUUY5oE0q1AyY24THbEbmVCvxZs3hyH0QjujRxY+so69my5iGBnw5LP9zNtTn969rvr4GLQG8jtDjVSKTV+sPzMOSSChNo6PXE3simsMLd9KK2s5cj+eDb9eJZbGUVMf7E3Q0b8OeGnKL+C54YtoaZay9jnuvPktB5/KI7aWsWQqb3Zcygen5gI0jMLqarW0qzJrEih/QAAIABJREFUBMbOK8ct4DjNu4YT+hAhEsDbzQFvNwdmvTME7w2nqfZSMLpHG5Ry8+scQRbCsmORNPXK58ur7cmbZEPjRt7oL5sXI9eo7TGqX0Cm3wpGs+OOoN3XQIyUq5W4+HtRmleGslhLnY8GVysNjV0c2fXlAc6sOETPca2I6tGCmNBAjvgnkp1fhn8jZ5SKh79W6hoRQNeIh1/bv6Nf3xbQF5xsrThywJkO3dtQqzP3h0QiQZCCjVJBoV6LzkGCQWt8YJwrJ5LQ1r/fKKwy55mC3oTRHlT5emRaE4mJOQwfuRgB6BjiQdLOc1RrVOQMboQgl7DkyBmej+nUIO7Na1nsXnOMgOgQej/WBplMio+zA8tG9ePNdzegNclQq+SEBns89BozbuTg5u2Exlb9h++TiIiIiIiIiMj/D4iVkf8g40NmkpOaR0jbQL4698EDx8wevZT4c2kIRiMqYx06pVk0cdBIqczMQVutBeClb56j0+C2lOaXo1DKKS+uZFb0Oxj0d3+Mf3LsXeJOpBDS2o/NH2zm6vFEyz6NrRXbyu9WtT3f6U0SY82CmquPCyW5pRgNRiRSCUq1Em2N1jLWJ9ybrMTbAHgHe/LS11NoEd30D9+X7JRcJoQ+D0Cb3i34YO/cR5pnNBpZ9uIqctPzmf7FRLwCPUg8m8LzHd8A7vZLHPvmcJ5+b/QfPr97ObbhNO+P/qxBfIB+z/Tk7O6LjJozhKEz+6HT6nnv8U9Iv3qLl7+b2kAknNnxDW6cTbF8jogK482fXsLFy4lRXpMpyTMLeHu0PyJXyDGZTKTEpdMo2ANr+/8bEe3K0euc33cZn1Aveo7riiAIzOzwBqmX0lGqFejqE7kViZ/x7ohPybyeBcATrw9j4oInGsR6ofObJNSLs/O3zeH01nNcP51kEWcBZAoZxvrvqkKlwCvQncyEu//+RvZrRVlBBSW5pbyzeRZhkcEN4gJ0GtKOdzbNYtGErzi49rjZ/UgAN18XBk7tQ/v+rfGP8LWM/+mDLXz/xg84eTry7dVPHrogQEREREREROSPIa5CFflf5v+HnFRvNBLz2fcUVlbTKdCXFU89eFHpoCWrSS4qQV5SS8jRcqrVGmQhBjrH1DGj+2G01XreerML42ZMpUm3xlQaajGVySgvrOCNgZ83iPX5nlnsS06jbdPGrJqymnStFCQSJHojbu52rNv5EmDusTh5xEec6aBD5y/Hz9qJnPN1CIBNuQSTUoLeaEKqM+GQVEeEhyvJaYUIgHekFy/N7ENL/z/eTiTpWjYvjF0OQLfHmvH6R6MeaZ5Oq+erl9dQXlTJjM+ewsXLibMX0nj1HXMLlTsOMdMmRTNqWOQfPr972b7nMu9tOITeRorgKEUrMQEwrlE45y5n8tyoKPp1bYpgqkYomw7GbCT2nyBR3hV+n+m2gLSKMmTVRmRlVYSPacXcBeNxttYw0HkSujo9amsV2wq+BcBgNJGcUYCftxMatfIvuY5fc+FUClcupOMf6kH3Ps1AqEUoHgrGdL7eHMHazaFoCg1sPDmPIWvWc7uuClmtiYU+7Rk2oUuDWM+0nkNWRjFSuZz397zKzrhkjuqzyaquQFliwHd7GVKNnDoHc0Wonc6A5nYhORIdeWNCAOgXGkTNsovUVmt5d/0M/MK9mdzxbS4GyKgJskNdYmSscxCz5w3hlc+3cuJyGhIBrNNr8Q10ofuIVnRvE4yvx11no+/f3czGJfvw9HNh2bF3UFs/eEGAiIiIiIiIyB9DzEn/sxArI/8hBEGgvLACgLKC8oeOuyNEIZHgF+JBWnY1er2R4vQ8hFqzIKhQyrFzsWVC+ItUlVRZRBgAlUaFtkaLlY2ai6fT2PDdCeAEUV38gbtiZIeBbSx/67R6ixAJsPjMAr6c+T2ntpxDMAmMn/c438xZazlGn/HdKc4p4fimM9xOyWVWzDyemvc4g6c/9rsFnsSzKcSfvMGkhWO4djwRvU7Pxk92MPKVgfeNra2uo7ayFqf6H/NxB6+x7au9ADi6/cKsFdNQa5SWhO+OUJiVfFcEu346ia1f7qHLsPZ0HdERgLoaLZs+2YG9qx0Dn/vtfoMS6V2bljvxg1r5M33JRF76Zopln1Kl4L1trz0whpWN2hLr85Pv06SDOdmpqaylcRMfSvLK6Dw0Enn9ilOpVEpo299vu/qoJF+8yayYeZbP2Uk5XDp8jdRL6QA4eTjgFexJl2Ed8Alt1MDid9tXezDo9Ix+bShLZnyHQq3AM9CDhDPJOHs5kZ9ZSPcnorheLyJKZVKefGckxTkl7Fx+AIBhL/Zn0LQ+xO64SE1lDXnphfhH+PDl8ysA2LJ4N6+vewGnX9nTnt56nluJ2VSVmVdI3/l+FmYX8/3r69n86Q425H1nsda5fjoJgJLcUvIyCkQxUkRERERE5B9Bgkl4sO3dXxVfRETkwRiMJipqze0/SqprHzhGEATKZRVIFEZMajkhvvY0Cj3Pc7OuI5GYW1IcPRBEXp4bEg8pj59cRI1RhynWFuGmGjsbOTYGCdo6PbYOGn5JT2X1lctIr1xiUNdQ0g+b208gldChS4jluBUl1Zzzk2KqtUWZYmLrqxOZnbydc0lZyHXw7LAOfL3+GNa5OhQ1Jh57thUBqfkczsgkTlLGk0t/4sVhXXm8dTNsVb9P4LlwM5uEkgLGzuzBjbhMKspr2LXxHP1H3i8e1tRo0WoNONY71pzefpG9q8zWtZ5+rkz5cCxWVnfFujtuMrey77riXDqVwr6N54gZ0prIaLNrT3W1lg0bz+Ll5Uif3r/tdiOVSrAqMKIuMlKbW422qQNtfL14Y0IfpPfkqxKpNRKnVQ+MoeviTo5Mg8IgsH3qOPwbuQFQUVFLQPfmJB66Std7xFO5TEqTwIdX+/1ZLp+9yZvT1kB9H8fcW8Xc3LeBuV+Zc9LHYwxkbNfQa043HO2tkcvMrV1MMvgk9RI5R+Q80aQJy+Zvw97JGu8gT7KScnFr5EhWdilDOzRlz/EMACROSp59uQ/JF1M5cPEWyKQ8NTmaDt3CuHjwGrf9rCjQaQnOM/FNUQl1Xhp2bD7NzLkjcXK3p66+lWSdg5R9e6/y5JRoauv7dQoISIAkYzUJG0+y/Xg8mz+86/iTcN78/c/NKKKkoBwvf7f/s3sqIiIiIiIi8jDEnPTvQhQj/yEkEgnv73iNYxvO0POpbg8cs2HRNm6duYbSyZFhU3swdtYAPn5mGcc2xlosWlvGRNB+RBQLZ23EqLYFSbW5QWE9XYa157GJMbj7ufLjlwct21MuZ6KyUmI0GHlq3uOMfm2oZZ9SpUClUaKtMf+AVqgUvPT1FHxCvPCL8KXH2C64+jhz9VgCg2c8hou3E9b21ji42bNy7o8ArJm3geMbz/DttU8f+Z5UlFQyO2Ye2lodkf1aYdAbuHQonkuH4uk4sA2NQu6ubC3JK2Va2zmU5JYxe+V0ej3VDd8wb2wcrKkqq6ZJR3Mi69+sMZ8cfZfctAJK8krJuJ7F+Hfvrmr9eOJXZCfncmJTLO37t0ZlpeKnD7aw/v3NALg2cqbDgDY8jA4D29KkY4ilQi+0XSBfnFrwwH4nD8PNxwUAwSRQV3234nTRhK+4dPgaGjsrZn0/7ZHj/VnuPPc7ZF7PIqk+SQKwdrDmw31vWT6/u/VV5g37iJS4dGoqatn4yQ60tTqO/nwagJlfPsNjE7pzYlMsXz2/AolEwpw1M7h0KJ7OQyPpOLAtep2e0LZBeAd70qxLOLdTc3H0cKBVTARbluwx27nWi+xHfjrFiJcHMmfNTLKTc8iIz7Kcy/R2r6Gr0yOVSTEZTfg386W2qpa89ELzm5J76Du5JxnXs2jWJfwP9dQUERERERERERER+f8ZK6WCpWMGcyQpjVFtHyx4LU/dhy7oNm4mBeOru/LkgmhMpVOR3mOw1LVvCJV1kcybvZSaV2zMG50MkCZBZ6egV/cWdBrQmkaB7szfexQAEwI52UUoFDIkwJTnezLo8faWmI5udkjtVEgQkOhlaOQK3pvQlx/3x9Es0JPubYPxFlSk3Mhl2Jj22NtpGDiiHZIdx1l59CJ1TrDw5HEOpN/kpzGPVtUIkFdayeSvN2MwmujXKoya0hpSEnK4HJtGp5gmODrbWMbm5pQxY/IKqqrqePu94XTuGop/hA9qaxXaGh1hkUEANG/aiE8XjKKktIrbuWXkFVQwcdzdth0fvfIjZcVVnDuayC+X3wdgxarjbNl6EQBvL0ciIh6+kD6mWzgbjlwmNf4Wjoez6C6144N3RjYQIv8ddk3d4EYlermE6nse7ntzN5OQV4Vdx6Y8v2Tib0T4a6mt0TV4b5d8KYPT24rZ2tmXJi3LuXCuTYOc9PsnhvPdhm8YH7WFnGprXtpXh+5MHqf2xwMwa9Eohk7rzZ7YVBZ/eQCZTMrbCwdyPO8Wg5qE06mxL3VPdKDFpnMERDQitLU/mQlZOLvbE9HIk10rj6Fo4knecD8EmYRvtLcZUFDC22umkvraKlKUNVgVmTDZKpk4dhmGWj0amQ5pYRXhbUJItZdQUnm/4N9vXGeKsoqJ7N1MFCJFRERERERE/usRxch/kIio8N/sV5h2NRP0BnT5hbTqHMzaeRtQqRRY26qoLqshoEVjEk4nkZhUjEmhRKJUEt61KY6OVsTuuIjJaMLVx8Vimdp9QAv2rDqGRCHndm45csHEuoylOHs63Xds/2a+3DibilwhQyIBO2c7Ji0cC5ibs984l0r+rUK+e309sTsu0n1MFD3GdGH0a0PZvnQvNRW15GcWsmP5fkLaBJAYm4LKWoVBq6fX+OgG/S3v5Y5tsGASCGjuR9zBazh5OODgZt9gXPq1WxTnlAJw8cAVej3VDffGrqxKXkxlSVUD4fK37nOjUC+yk3Nx93NFUV/hd2//QGt7zUOfD0DsjgsWIdInzJtZK6Yjk8uoKKnk44lLMRqMzFoxHcf6838xai4Jscm079eatze9QtaNHMa8OYy6mjq8Aj1oFRNhiV1ZUgWArlaHvr7q8u+gWZdw5qyZyamt5/CL8KHnk924eTWTglvmnjCqXz27soJygloFkHwhDQB7VztaRDdl5/L9yOQyglr706RDCKe3nQfMz/jguhO8teFlSnJLGeU1GUEQCI0MIiwyGN9wb6a1nUNNRS32rnaWCmKZXIbRYEQwCVw9lkBw6wCWxC7kx3/9wg//+gXAYh9rMpqtiW6n5IJEQtNOoUxfPMFSFQmw8o0fyEsvoLKkCqPRiEz26AKyiIiIiIiIiIiIyH8DnQMb0zmw8UP3p1bmAqCT6mkXHcanu0/h5xhFB48UcsqkVAmtmLffg9qKRByTTCj31hExOBy5zImzZFEX5oZTpwBaRYUCMDwwlNi0eGStakiTGnHcWcLPNxejsbW679g+Dg6kFZeilssxmgRcHW14flRXAAwmI1eDMin0Kefzf/3ItR0pjJzanqkzvVHJm/NVQjw6k5FbZWVs232JcH93Es+lIWulxOAk0M+rDUrp/a9DBASLw4ogCPiHepCSkIObpz3WNg3zoOQbuVSUmwWmuAvpdO4aSuNwb1ZeXURdjRavAHfL2DYtH36Pvf1dKCuuwtvP1bLNpt6uUyqVYKX5bRvU/WeTuJFXDC7WeA9tzUtvjkQmlVJQVcVre/ejlsv5sG8fbFUqjEYTM4YvITOtkOi+zXn+vaFk55XxUs/OSKUSmni4EeF197wrK8yVs1qtHqPRhELx9+RMHbuH8+Jbgzl/JpXgpt507hRIwvYzfPupB0gkRPZoWJVZUVnHa0NL0JhKCHQuYUSzMppLG3NQEotSLSeoqTeNgz3Yd86csxqNJs5vTmD+W4PJTMzm8WFvolDICWnpT51RwMHZhuntXkNbq8O+iT/ltjaYzqQi6WmPIAgYTAKXM3IZGtmUNR9NZPXKE2y6bhaPtQYTcoOAqqAGobSSxOoKJAYFkU0bMWtyzwbn/d3sNRTdLuFkSRnTF437W+6tiIiIiIiIiMg/hShG/oexY9k+UuLSGffWcMbPH4VeZ8An1IvM69ls+Hh7g7H56YXo6vRIikuxbuxFSAtf3l8zhaTzqZzeahZ+ki6k8s2ra5DJZTh7O6Ows8GEBIlSiaQg/6EVfG+sf5HV8zaQdeM2O5cfYMwbwyz7rp1IZPNnO4G7NqVHfzrFkR9OEtTKnwU7X2ffqqNcO5HI4mnfolDJ0Wvvimk3L2fw4tdT+DV2TrZ8dPAddn17kFYxEfQc15UuIzrgFejeQCAEaBHdlF5PdeN2Si6Pzx5s2W7vYoe9i90j3++3fn6ZaycSCW4TgFRqtnYZ/tIAXH1csHexpVmXh4vFAAHNG6OxtaK2qo4n3x6JX1OzR8vBtcc5s/0CAHu/P8zwl/ozK2YeibHm3pCxOy/y+mPvc+VoAu36tuJfu95oELcgq4iM+FtIJBIef3WwRcz8u+g5ris9x3W1fF6XvpTLR+K5cuQ6j02KsWzft+oIH09cilQmRaaQIZVKGTClF52HRLIyaTFypRw3HxeunUjk+ukk3P1cyc8o5MK+y+xffZQL+65YrIhjd1wkdsdFGoV4UVO/alRXe7dK097NDoPWgG+YNzFjzT1A1BoVE95/AisbNUkXUpHJZNRU1tKsSzh7Vhwm92Y+YLZkPbj2OAlnUghuE0CTDiEo6+2SlGpFA5FSRERERERE5O/FKNrWiIj8RyFUf49guIXEZiYzQvqhlMppYu/DyYu3WXfiUv2oIQDY26kpq6tDUIC2mzddtK4s6PIMp+0zOHM2CyRwKT2Pss/2odEosfWyQ960DmxMGDtKkGxWIK232Pw1X4wdyPKDseTkl7Pp5FXGRLey7DtVdINfsmMBUNoZ0AA9Yj5DVV3O1PYdaBH+HrtuJBG/4yaf7jqASiJBqC6kyl0KeXC7poTpIX3vO6anox1fTxnGlrjrRDcNoOeYIB4b2hafANcG7SkAOnQOomv3cEpLqhh6j4Wrk4fD77rf7303icRLmYS28LFse+rJKHx9XXB3tyMw4Lcr5sIau6FSyDAYTUx+vp9FBP3pyjWOp2cA0LlxY4YGh/Ly41+RkVUCEgmH9l0lUa7lRnoBvTuFsXhGw9YoWcm55B29gkytZvzs/qjVil8f+v+UvsPb0nd4W8vnDdlfc/5IAjfiMhnwZGfL9jUn4/hw1zF6BOn5pK+cKoMN4RExxAS2IqyZD1YaJc7u9lw4kkj28SQ87DUUFFRy8ugNjncJYffKY5RLlWCE4mNJxB5KwMlRg06tQarWoFWpQCbDqJHiW2dFhcZEEy9XejYzV75a26iZOqMnVrYqMjKKkNUZMGiNhDayY0NCKpkaEwgCly9ncvhAPE4VNUREhRHUyv9uTmr1f9N3U0REREREROTREHPSvwdRjPyH0dZqUVmZVz3evJLB4unfAVBVXs3bG17hrZ9fJunCTRLOJFnmRPZtxY1zqXQb1YmTm2Opq9FSlZTGjZxc9NqJNOkYwpAZfTm/7zJxB64Sd+CqZa7cyxOUSmRSWLh/Lg6uDxa5rO01XD58jeKcUpIv3CQiKpTmXc0Vlt7Bntg4WlNVWo2VjRprew1VpdXUVtWRnZxjqUScGP4CcLdK7Q46nR5BEMi4noVngHuDKsmS3FIOrD7KgdVHkUql9BjbsPG85ToUcl5dNYNvZq/h3eGLePKdxxuIZ4+KUq2kTa8WDbZJJBK6jez4SPMbhXixOnUJtZV1eN6z8tXVx9lSaRkRFcaeFYctQuSdY1w5lgBAwukkfk3KxTTKiyoBKMt/eE/RP4sgCA8V4q4eT+D4xjP0fjqakDaBtIppRqsYs31TTWUth9Yd5/qpG0D9MzaCESPr39+MWqNqYP37zatrSb5gtnqVyqRIpRK8gjwILa3i7K6LlnFKtYLK0irLamQHN3sMegMGnZGS+krY93e+hrV9Q3E6ZmwXNn++i4riSt5Y/wLdHu9EZWk1G+8R8I/8dIrS/HIUKgVrbn7J/G1zOLXlHK17NbcI0SIiIiIiIiIiIiL/a9ybkwq6cwiVH5r/xoC//QIWtnyShLMpnNMWAmb3zA4hvty4XUi/QH/2Xkui0lpCkZ+GoxoTJgE6RDRmUNcILt7I4uilmxzXmVAX6REUMoQuKiROBhTFKj5eN/uhrjlOEgVx59IpNum5lpVPu9BGBHuaqwcDrN2xkiqpNemQubrjEliLl0+NeaIhjSi/xkT5NWbo2q8AMAkCEhlQ/7NfZzJgNJrIulmAV2MXlKq7r0Yyy8vYcj2RLdcTWT52MNEtAx54fiqVgrnzhyJUzAPdKIS6OUjUPR849rewslbROiqkwTaZTEqPmCaPND/Mz50tiyahN5jwvGdhrq/CBrlEilIuo6WXJ78sPUBmSj4oZNR5qCltaUduVSEaKVxLybkvbkJsCrWF5UA55en5v/u6/gouHE/i3NFE+j/RkcbB7kTGNCUyxvxeoqKylgMnbxBXkA3AoVQfun7yBMWRYOQstTgxJqi1Jdayj3aQkVeKrNaI1NUehVKGp4cdQc19uX6zuH6UgJW1itLyWmROjgC4utiTY9RT6aGiJq8aqUTCN3OHN+zHKZHQq0soL328m7oaHfNWTKZNdDipq/eReSEBJBIEiYTd3xyi/EwiVjZqfsxazkcH3iZ258XfbA0jIiIiIiIiIvLfgihG/oOsnb+RNfM20KZ3C/61+w1zhZZUgmASOLXlHIPsxjFw2mNs+GgbAJH9WvHk2yMJiwwGYGbHNyjNL7e0wjNbWJqQSqVMXzyR+SM/NttU3ktxEZMXT6broNa4uN8vRJ7bc4lPJy9DIpFYbFAB5g39mFUpi7FzssXFy4mRswax8s0fqamoxc3XlReWTubg+hP0vEc8nLflVQ6vP0F4xxBSLqahUCvIvJ5F+35t+HzK1+z+7hB+ET4sj1tkqdCsLq+xzK8qq25wbtkpuTh7OWJlrebK0eukXEpj4yc7AFj//qY/JEb+FTi42jcQdW+n5vLhk0vQa/WMnTuCZl3C2fjpXVEspG2gRZhz83Wh3WMt0ev0yOQyTv5yFvfGrrTt04Iuw9tTmFXMwKm9qSytwtbR5r5j/1GMRiNvD/6QuANXmfrZBAZN6wPA3hWHKc4tJaJLGLO6zwMBTm8/zw+ZyxvM/2LqNxz+4SQKlbxBz8w73NO2lJrKWrPlMGBlo6bryI7sW3mEN/v/i0+OzuetjY349JnlVJfXoNPqOfLjScvc3DRz0iuRSiwCZeHtkvvEyNS4dMoKzKLtxQNXiezfmty0fJw9HSnONX+PbRytKc0vx2Q0YTKacPNxsVy3iIiIiIiIiIiIyP8iy19exebPd9FlRAfe3vAKleVWKLVSlCoTq9elsWXvJwxsH8CmT3YhtVIzbGJHnpjaizBvc7XehLDnUSTnop/SEtw0GEwmBAQUchlzJ/Zm6ocbyCwvRyaRYpJJkAA2562Z0qE/PQeE4Wh7f1uM/ZeS+XDjEdRlesqrq9F5KxEUMGn9FvY9PwErpQIfaxcG6WNYeeI8ZchxGx2MxPEL0O1CYnW3R+RH80dw/HQyzYI9Sb2QAY5ybuZn0fF2Iz5c+gMn9lwlrKUvn22cYZlTWae7529tg3PLSs7FzccZlZWSC2dSqalIJarFjwAI1cv/kBj5V+Di0DBXvJmUx7cvbMVbJvDci71p6u7Gij0XMNXUIlEqaNQ1lOLKUpBLcPO0JbpJEEajCcFk4tTOS/gEexA1uC0nt52nuryGXk92obqyDmtb9V92zjqdgddnrCXp+m1eenMQPfo1RxAEdq05SW2NjkZBbsyfthaAa2fTWLbr5Qbz31u8mzNx6Sit5bRo6sLNS7cx2ssw1ieOAneT0pLyapKd5RgcXXCuM9He05WTx1OZNWY5y3+ZSVhrfxZN/R6TVk+1rzMnLqQjYBbe4x2qKWlri7JSwPqWBGlZHWVFlTi5NXRkSozLpKretvfyqWRCWvuhv1CAb5mE0tRcVPm12FjJKMf87sZkEnBv7Mrg6Y/9ZfdUREREREREROQ/GVGM/Ac58tMpAC7uv8L5vZdZ9tIqBJP5B7PJaKK2SsuOZfss48/tvsT0xRNZMuN79nx/ELW1ORGQK+V4BXow8V9jGog0ib8SiACeensE2xb9wrZFvyCVSqkqreLdbXMIbRdI3IGrbPx4WwMR8g6VpVWsm7+JaZ9PAKDzkEjWv7cJXZ2ejPhb1FTW8eYPLzaY4xvmzdPvjQagfb/WHP7xJN/NWceBNcdw9XEGICM+i+ryGuycbQHoNb4b1eU1mIwmBkzpZYm1Zt4G1s7fiGeAO7NWTGN2j3kIgrkCsTCrmC7DO/zOu28m/mQiC574HHc/VxbsegNru9/uEfkoFGYVo623Fy2+bV5h2evJaC7uu0LjJo2Yvngii57+EqlMxq3EbHZ9cxBbRxsUKgVr529EKpOyPO4j3t44i6KcEmZEvkZpfjlv/vgiXUc8WsXmo5zjud1mi6W9Kw8zaFofzu+7zCfPLAPMz+5O7nZv1aDJZGLDR9tIOm8WU40GE5M/HMfsnvMx6Az4R/jSf0ov+j97NwnX1ekw6o2A2db2wt7L5h0CfP3KKmRyGRo7K7MQLcDVYwn4N/NFY2vF9fqq0Tv/Xrj7ueLu63Lf9bTt04Lo0Z0puFXE8JcHcGrLOU7+crZ+X0ta92xOzBOd2bvyCOHtg3HzuT+GiIiIiIiIyD+DEdGhQETkn+Jw/ULAE5tiOX/sBvO3H0Zu6EVAZQWXssIBPXv2xSPRWIFUyvk153l+ej/mL9nCllu3sO/kjSw1D6dbepwDnJk9NBpFfS92QRC4WpZLjYcEWZUJxyvVmAQDi76OooXfy1BnhalWC+iROH6HQRJEbMotVh26QHFlDcjA5CC3VDMWVFSzfv9Fnhlgzv16NQ1j5ckrCHITl3PzOHO7I12CP2twfcGB7gQHmh3XBvpcAAAgAElEQVRsIjsEsX3pPo7P2M5xtuPUxlxhl3w1C4PeiLy+H+K49i0xmkyoFHL6R4RZYi2bvY6tS/fj16QRkz4dz1sv/4RcbiRshT8ujulI1H9MVLpwMplP3voF/xB35i0ed58d7B8hL6cUg8GE3ACl2RUA9B4fTcKUrwnvEMLYsT14c4O5n2RmRiHrDl/AxUZDxeUMtn59CIVKzrdn5vPe5lfIuVXMi+O+prZayzuLx9G2c/CfPj+ArPQi4i/dAmD/zsv06Nec4zsu8dXcTQB4+jqZV7lKJA2M0wwmI6vTj3DT8xaCTACdwJwenXl9/ffo1XLCAxrRb0RbRga0tMyprdNjrF8xG9YhiMs/XUQiAUEm47PF28luboepvy+G44UIthribuTgPyAcpVxKuroAAJ2tBLfkYoI1Ntg63P/eoHPf5pzZe5WqiloGPBXFkV1XuHDMnM/26BRKy+aN6DSwNQdWH6NFdJO/dLGxiIiIiIiIyJ9DzEn/HkQx8h9k9JwhrHr7JzoPjuTzKV9TdLsEALW1Cl2tDpNJILh1AJWl1aRfzSS8QzAfjFtCYqxZZNRrq+g+OoojP50kMyGbS4euYe9iR1lBOX7NfCn6lagokUg4t+cSOWkFSO1sEbRahNo6jvxwksPrT7Dtq72oNSpkcilKtZLaqroG8/euOMy4t0YQu/MiNZW1ln6RGjsrAlr4sn3pPiQS6D+l1wNtL6tK71Y6dhnekZuX0+k0qJ1FiASQyWQMf2nAfXOvHjdbmuam5bPuvU2Wyrvm3Zoy88tJf1hE3LPiMEW3Syi6XcK144kPtEcpzi2lOKeEkDaBjxSzZfcInn5vNDk38xhfL8Z2GdaeqOr1FkvUlTcW83rfBdxKNFvK5GcWYutkTkZMRhNVZeYK0dS4dIs4fH7PJRo3acSWL3bTpk9Lugxr/4euGcDJ04HoUZ24uP+KZSWmlc3dVa6SeyxnBs+820vl1JZzfP/GDwD4NmmET6gX5/ZcwqAz9wT1CHBrsLKzOLeUw+uP4xPqhbu/K1M/fZr9q4/yw4JfLMe5Y1/btFOoRXxMv2ZOSn/db/SL0wuwsrG673qUaqVFDDeZTEilEqztNdRVaxk8/THLcx375vA/dL9ERERERERERERE/hsZ8+ZwNizaRs9xXZn76SZuRmkAfwqTa1CZBNAbaR7hQ5bRSE5WKa26hvJqz3eJa+OKwVVDsaOSwe8OZ3/KbWquF3E1KBurchN1tTqsNTKKFUZAglEjQSKTo3eSgXofmBraggp1e3l7Rwg7L97AWqVEKgWbGtCW1mLyt8YkFVBWwdbDVxnaoSlxsTfJQ4e6BrS24GitJsTNHqF6FUhskGhGPPB673Xf6TWwGSnJhUQPbGURIgGUchmTu7S7b+61k+YWFRkJ2az/wrxo2GCQsWXPCzz7Ylck0j8mLu3aeJ7S4ipKz1SRfP02Ea397huTW15JeW0dYR6ujxSzY7cwnpjYhdLiKkY/HQVAn6e703t8tCUn3fvmJEZ99QO1bjJqXQXyqirRF1cBoNcaLO8DEq7coqI+P407k4qtmy3b91ymS6cQOrR9sIXto+Dt60hkVDBJ8bcZMMLcG9LK5q5lr1QQEOq0IIHh4ztZtu/OieO7mwehEQQN8CMgy50Lx5MRSquQA83yghkVeLe/aFFBBbsuJOIZ5kKQkyOvjO7Oj4U17N51DfQGbgeoic/JB2cJUZ39SEstxWAlIb7UnIdLAhVgMiHVgcakYsmOV1Ao73+VprFR8/b3zyDUv6wIb+GLSq3AZBIY9kx3mrf1B2DsXDEnFREREREREfnfRBQj/0F6j4+m9/hoANKuZVrEyNGvDSVmTBT7Vx3lsYndcW/sRlFOCY5u9owPntkgRnjHEE5vO4e2Vodao+LFqLnmGK8P5dcIgkD8yRvIPdxBrQYENLUVNI9uwpczvwegrkbLosPvcO14IkorJV2Hd+Dnj7ax+9uD9B4fzVuDPyThdBJyhQxDfbWbh78b8SdusGSGud+lQqXgsYkx9x2//7M9qa2qQyqTMuzFfshksvvG3Eva1UyWvbyKwBZ+THh/NN+/8QMRncPuWndKJIx4ecCfqmaMHtWZ4xvP4N7YlSadQu7bX5BVxLPNX6G6vIbJH47j8dmDHynug0SvX/dmDGjmy4V9l5HJZYyZOxwXLyc0tla4+bpw/XQSOTfz6D66M12Gtycvo5ChL/Tn40nLuHE2hT0rDrMx77sGQu6j8svnu1j+ympaRDdhY/73FovciM5hfHTwbUrzy82VoqM+w9nLkT5PRwOwfek+jm04bYlzKyGbWwnZnALa9W1FbWUt494aQV2NFrVGxdndcbwz5COMBvP3pKayhsTYFJRqJa6NnPFr5kuHgW1IOncTe1c75qydybr5m6gqryZ2+wVMJgE3X9cGVsMmQ8P+o9+9to4rxxJ4ZuFYvII8eLnrW1SUVLFg5+usS1+KXqvH0d3hd98jERERERERERERkf8Fhszoy5AZ5sWHp55cTJpBjyCXMHXaQLrYunNs+yUGPNkZBxdbivPKcXSzY4TrRKyzbalwsEJdaqBdzxAOp+ViNJkw1OiY8M1PSIwwM7ojd3qKyKtN1DnLKGplzYeH61g+RE11rRwECe7OVuRWd+BEYhwAtTo9aycN5tLWOGwjnYka1JovNp/k4Pkk+sc05bVpa7mVXkhNmB2CTMCmAjpq9bjJNiFULjJfmNQWifr+lgwjXh6AIAhY22kYPOOx+3K0X5MYl8GqD3bQNDKQZxaMZt3CrUT2bkH8lWwkZVVIFTIGP97hDwuRAD0GtOTCqRT8gtwIDPO8b39aUQnDl6+nVm/gvUE9Gdmm2b+NKZVKeHrq/Tn5r683xMeVKwX5qGRynhgaidWASJw97GkU5EHs0SRupRfRsXs4kV1DqSirof/IdsxZsIWs26XsP3yd3RtfRKH47bz+Qaz71xbWLthCxwGt2XBgtmV7ZExT5q+ZQl2NDhuNgo8mLadRiCed+5vFxZVHLnA8PxGczOOTU0tIyqjGLrWaDn2aoSuv5fFpPamr06NWKzi6P55/zd9CQSvz85FIJVw5n4F9oCfOvnmEh3vi3S6Ea4dO4Glrw/vTR7Lyo93UqCTsu23OQ3v71hLtd4oTV31J0LpgvCcnFQSBd+P2E1+ay1uteuFSrWbWlFUY9EY++Oop1h2YjdEo4ODUsM2IiIiIiIiIiMj/IqIY+R/Cgl1vcHzTGeydbWnfvw1zBy7k7K44Dq47zqrkxbh4mX9tv7XhZb59bR1XjlzHxsGaDgNa03lIO6rLqtl+j6Xrjdhk5qyZyYlfYvEO8uT83ktkXM8CAST13ROUKgXfxn7CN6+soiS3DIDHZ5t7QSacScbaXsPQmX15cfmzzPxqEoJJYELYC+YD3JPD1FbVoVQrLZ+VVnf/vheZXMaoVx9NzAP47vX1XD4cz+XD8XR7vBOfHp0PQFlhOd7BnoS0CSSopf8jx3sQ7fq0ZHvF2ocmofkZhZY+ljevZPypY/2aiQvH0LRzGF5BHvg18QFg0sKxrHr7J9a/vxkAJ09H3t44yzLHtZETN86CvYvtffdZW6vl3O5LBLcJwMPP7aHHPbj+OIIgcPnIdQqzi/HwcyM/s5BLh67RfkAbwtqr+OK5b/Dwd6M0v5wPxi1m6ucTLGKzX1MfMhOzLdapAH2ejubYhtMseOJzclLz6DqyI14B7hYhEqCmso4Pn1pitsMRoDC7mIz4TGQKGRVFlaRfvcXsldMBSL54k7KCCta/v6mBGFmSV4prI7PF7+3UXH6u76e69KWVjHh5IHkZhQCc2HyWiKjw3/lERERERERERP5uBMAk/LYY8Gfji4iIPBqLlz7L0dgEnPyd6Bjkx8v9PyTh7E1ObzvPsmNv4+JpXuT37tZXWfn5PhLOVODgZE3XyGDatg1Apzfw5cGTVASZ85TrlSXM6xfD6ZQMgms1nK9Oo4garuW70/PjCUirBKytlOz4dDIL1++hvMZciTezbyc+H72YrBu3cXS3Z9jk7iyY1p/5pr4YDCYOfXcGAdBUGtHaSVDlVaEzyEFyzyJEyYN7GyrVyt/llvLd/C0kXMzg6plUvj36Bp8eMC/+LcotY9faU0REBuDRyOkP3O27RPVqSueeTR6ak2YUl1KrN7vFJOYV/qlj/Zq3+sXQJciPEHcXPB3MPRCfmTeCZfO3sX2tua3MZxtnMP/LJy1zXF1sybpdipOjNTJZQ0ekKq2Ok6kZtPLxwt3u4QLtwR/Nsc/sjKO6vAZrew3ZWSXEX80iqmsogsnE4rmb8RwXQUbPCualbOAp1158uvMEAM3CQ8g8eRMjapCCIJMw4Omu7NpxmbmvbyIvs5h+Q1ojlUlAZ0JWY8SokVGeXsZHe7aDICDVGTl5MgWvnFI8q3VIDSXk9izn9Y/HADAyNYc6rZ42blORGFPpH5jCyJ9HUF11t3fmtZJc1qZeAGBh3GGeKAmhpMhcXXrmeBLjJnf7089IRERERERE5P8WMSf9+xDFyP8Q1BoVvZ+KtnzOuWmu/ivKLkavNSDTmFcbhrYL4tWV01k9bwPNosLx9Df3v8DHhc5D2rNz+QEABk7tQ9cRHek5risAz370JHGHrvHusEXU5Bcisbbmw2PzcHKzw79ZY+AEGjsrBs/oS3y9/cy9yGQyZvd5l7z0ArwCPZi1Yho6rZ5TW87Rd1IMwa0DUKoVSKSSv6Sv4ZVj17m4/wpgFt686vt8ADi42vP0/NF/+hh3+K3VsBFRYYydO5xbN24/9JiVpVWseOMHbJ1sGD9/VIOKz9rqOm4l3iaopZ+lAvEOMpmMToPvt/9Ra+5a06h+JTjOWTOTmDFdCGkb2GAcwKIJX3FswxnsnG1Zm/YVGtv77UwBRrw8kG9mr6F1r+a4N3ZFEASe7/QGJbll+IZ7M3LWYA6tP2EZn52cQ8+Labg2cqYwu5jQyGCKsoupKq/B2cuR/s/2YvvSvVw9lmiZc3zjGXzDvYmICrN8n3S1esB8v+9Y15TklGE0mleWnt52HjdfF4Ja+VsscY/+fIqE+t6ncpUcF29nyzFcvJ2wcdBQVVZDRnwW/hE+hEUGUV5USa/x3chOyeXIjyfpOLAtQa3+nGgtIiIiIiIiIiIi8t+Ota2a/r1aWz7nppuFrzsL/u7QvGsTZvm5s/7740R2DsbR2QbH+n0x7cLYtvMmEmBon9Z0CmjM6PYtzDsnw/Eb6cz6fCuSChNKlYxv3xiFjZWKEE8XTiSm42htxfD2zTjN/UiQMH3uj+RpILBdI96c0ZfSrCLOH4pn4KRo0HggkdqDxBaJ6s+LQLF7LpFwOglUKlw8HXD2uCt2ung6MP7V/n/6GHf4rZy0W7A/Ezq1Ib+iiildIh84pqiymiW7T+PlZMezPSMbxKuurCXnZgGBzX3ua6eilMvo3eT+HpAqK3PfSqlUglLV8LXRgrlDuXApk6bhXkilDc/7hZ93cupmJu52Nhx6cRJy2YP7L418sR/rFmwhamg7rO01aLV6pk9dSbleT9Pdl+nRxp+Te69RPUmCvk5Cdl0xfV3b4GhtRWl1Lc3tG1Nx8BzljU14ebkSM7s7y06fJ+tcBjK9uQJy26FLNA53JaSJF8lXsjHKQWFlhR7zQmmTzogEKCiqRCI1vyg8fjAeR7UCvzAvmgd5AWAqbQzGVIqKNcgUGqzvybP9bJ3QoKQGHdeSCnhvQB8Cgt3R641E944gPa2Ak8eS6BodRmP/R7PYFRERERERERH5b0UUI/9DeXXVdD6b8jUaWyvKCsobVLp9Me1bzu2+xIHVx2gZE2HZ17Z3C7658jEmk0BgC7/7Yrbu0Yz+z/Zk4yc7sLOS8lbf9xg4tTd5GQXMXjmN1j2bg0TCs4ueJP5kEm16NbdUPAqCQPwJs9hUVVZNsy7mqrM2PZtb4nd7vNN9x/yjxJ+4galepBo5azD2LnZ/Wezfg0Qi+bfC54ZF29n5tVkEDmzhZ7kPgiDwYtRc0q5k0u3xjsz96eVHOubI2YNw9nbC0d2B5l2bNNinslIRNfTBvSLv9JasKqtGW6t7qBgZ80QUMU9EWT6bTCbKCioAyLpxG59QT9QaFbo6HRKpBCdPR1pEN2VZ3EdkJeXQpGMIo14dRPzJG4R3DGVys5csSzwkUomlYvJW4m28Aj0IaRtI8oWb9BzXBSsbNZH9WqOr03P4xxN0GtSOy4fjSbuWyb5VRziw5iifHJtPROcwAJ5d9CQdBrahKKuEFt2b4uzpaDlvlZWK1r1acHzjGQSTgNJKxZLYhZb9z0S8RGZCNlu+2MWmwhUP7GMqIiIiIiIiIiIiIvJg5nzzDIt+PIxdYycKy6twtb9b6fbxu9tIuJrFsf3xtI4MwM7B3Dqjf3gojZ0cUMnkBLs43xeza5g/Q9s0ZeuxawhBaib8vIWnvUMwXspn0ZBetG3pj4NVGQt3TeToxnQ6DLgrjtZp9STVt+yokwiENPGCJl6073M3J8Xq0Z14/h1Xj9/AVF0DtXWMeW8oVtaqfz/p/wCZVMqcPl1/c8zy/bH8ci4egGa+HnQKbQyATqtnZswCctIL6PtUF1749MnfCmPhqRf70MjfFQ8fJwLCvRrs02hUdO18f4sTgIJKc1VgaU0teqPxoWJk/0kx9J9010bWaDRRKjdhUsm5ll/ElGZdUCjlqOJNGFtL8NY408rNj19mNSa7pJwWjT0ZFR5Cclw6jToHMnz1BpCAVZgS9wQDNdYmcmI0ZElqiZS64VfuzK2bBQwc3hxUCqK6hVJaWMnpo0l06dmEk+dvkpWSx54lBzi49BCLd83Cv/66K+ULkXOeG7eVfL6iCdb39LW0U6pppwvgVEYGEpMcOycNy354zrJ/9JAvKC6qYu/Oy6zf3LDljoiIiIiIiIjI/xqiGPkPkJ9ZyNtDPgRg/tY5uDd2xWg0cvVYAgHNG2PvYofRYCLtSiYAXzz3DQv3zrXMd3CzB0BtrUL9q4TIXOX4cJ5d9BSte7fg9T7vA7Bu/iYEQeDG2VQCmvvxQuc30esMhLYLxNpeY6ko27BoO0gkOLrbM/WzCX/NjfgN+k3uwfXTN5Ar5UT2a8Vbgz7AzsWWF5ZObmAJ+5+Ad7C5r4dMLmXV2z+zbele3tk0C7W1ioxrtwBIvpD2yPFkMhm9njSv5D2+6QwyuYzOQx68AvZeXvluKr98votWPZvjWP8deRSkUilBrf1JPn8TtbWagBZ+rEn7Cr1Wj52zLQql3FLVeUcU9gn1xifUm5S4NIsQaWWrpsfYLuxdcRiDzmzPWlpQxvcJn1FWUN6gqhGgw4A2gLlv5+p3fiYxNgWTSSAvvYBfvtjF5cPxVJVV4+HnxpfnFmLndH9/zJlfTsI7yIPg1gEcWH2UQ+tP4BPmjdFgtFRcypXyf9sLRkREREREROSfw4j4/2kRkb+btPwSXlq9A2uVksUTB+Fia41ep+fSuRTCW/hha6uhwkHJdakWsnL59OejLHx2gGX+nR54GmvVfZVzEe7u/BavT+5Ny45+vLRxF+hg+a5TuJwtJzu9kD7raxEKn8ZFbaKmuA8pcY40rm9psWHZYTQFNVj7O/P8hO5/8R25n8FTe3Hzaia2TjYEdW/C9KVb8HK2Y86I7g8V2f4pfFzMVZsKqZRlk79jp4Mtc9fPpK5GR056AQAplzMfOZ5cIaP3iHaYTCaObLmAjYOGdt2b/Nt5Hw/vy4/nrxITFoCVUvHIx9NoVDRq5MSt3FJsrVVEtPFn1ZHXEAQBjbMVSpkcmUQKCnCxM3/3/CN88I/w4cy5ZCRGAUEuwVGuoF9Hb35OS4f6qs0cbRUHNkyjoqwWZ9eGOWXXnk0B6BwdxvJ3NnPTJGAwGcnLKmHF10e5lJNPgUYgwNuZlW+PwUp1/zUtHNyHdWcv06axFxuXHOHssRt4+7mAIFjyUIVCfPUmIiIiIiLyn4yYk/49iL+I/gGO/nzaIjQe/fk0o14dzCvR73D9VBIyuYx16V9h53L3R3LKpfQG819Y9izt+rQkoIUftk42rJ2/keryGsa/+zhWNuZqOEEQWDLjey4fvsYzH46j0yCzHWhFSSVyuYzgNgHcSshGY2dFaX45Hv5uHN1wGl2d2UrzxtlUbpxNpdPgtjh5OLLtqz0YdAZK88vpOKjt777m66eTSDqfSp+no7G2//fN2x3dHfjX7jcBWP7yKmJ3XgSgTa8WDar6/hN4bEJ3fMO82LvyCHu+O0R2cg6ntpyj3+SevPTNcxzfdIbhLw146HxdnY4vZ66gqryamUsm4ehuTiT3rTrCxxOXAuZeof/O/rZRiBfPL538yOddWVrFyjd/xN7VjgU7X+fEplgiuoRjZa3GylpNdnIOJzbF0nlo5EOrLANb+tFhYFviTyZi42Bttgm+57/d/af0Rq64a69amF3MO0M+xKA38u6WV/EMML+oGDlrEDUVtdg4WOPi7cSJTbGWGLlp+exbeYSRrwy67/j/j737jo+qShs4/puaKem9EkICIaEECC303nsXBAEbIIiKYl27glgoSlFBOigdQWrovfcQICSU9N4zmXbfP4YdyCag7qu7rJ7vX8Mt5565N/qZc59znsfVy4WxnwzHZDTx4eAv7dcAqNcmkr4TutG4a5QIRgqCIAiCIAjCA7aciSMxIxeA/VcSGdS8HmPGzuSCtxLtaiuxX0zERamyBXkUMm4eSYTn7p//+of9OXbwGrXrBKJQKZi37jCSJPFM3xgc1LbXDBaLlZlvruX6xbtMeK8fDWLCAMgpKsXVwYEwL3fSC4rxzSvDDPgGunMz9SA1NCZkMjAWn+PzMWm0GtAMjc6Bn5cdQV5Sjim7jJaNQ3/3dz6/P47b8Sl0HdWmUsmLqvhU8+SzX94A4L2Vuzhy9RYAbevWoFWdx6sMxFNto6kT6MP2OTs5fOYMmcDp3ZdoM6Ap46cN4/Seywx7ucdDzy8pMzJj+R4sViuvj+yIk95WE3HzDwf57oONAHy6agINW4c/sh/hvl6837vjb+53bnYxSxfsxT/QnTkfDeXgiRs0rh+MXC7D3duZhNRsjp9LpWNUTRTqqgPATRqG0n2FK1fTs/C4lUeK1xECUz0o8gjC7KpmbLuGqFRKeyAy+UYaHwz8HLVGzQebpuLpb6v5OfylblgtEp7+rljkMk4euUFRsBZQkpiSw769V+jRvUGl6/s4OzKlcyvyc4qZ/tMPAGSlF9j61jacoSNiaN6ycipcQRAEQRCEvxsRjPwvaNq9AWs+32z/DJB0bwWdxWzh6vEbtOjXBK8gT7LuZlO7aViF89UOKtoNbQnA3tWHWfb+GgD0zjpGvjcYgPSkTLbM3wnA6mkbadGnCWXFZYxr8BpZyTn0m9Sdeac+Iy+zgGsnE2jQoS5vdPmownXcfFxwdLUFDnuP68ryD9fSblgLNDoHEi/e5ptJi6gWEcikuU9XqJP4r7KSc3itw/uYjGaunrjB26te+l33K7JFOBvnbMNB50Bo1KNXfv63RMaEY7VY2bfqMBq9A/Xb2WZYdhvbgW5jO1Q4NvNuNlePXadJ94bonLQcWHuM7Yv2ABAQ5sfTnw4HwFBSbj/nwc9/lB+nb2LLgl0A5GcVMHne/bcLZcVlvBjzFkV5JcRsaMyHm16vcO5PMzZzetd5Rr47mI822/aNCB5v3+8b4k16UibrvvyZBu0iObHtHKe2n8PDz40bZ23B9b2rDjPinYEA6Jy0jJ85GoCvJy60tyNXyLFarCx6cyWNOtcntH71Kr+LSq2i9cBmHFp/Ap2zltLCMqI71affpO7/v5skCIIgCIIgCH9B7eqE8uORC2jVKprVtK08vGkqA5kzZRoFiRm51K7mQ2hcKXlFZTRpX6/C+RqtmvZdbdvW7b3Akq0nAfBw0TOsiy21auLVVPZstE0qXff9fhrEhJFbXMqAL5aRW1zG+C7NmdA1huz0AhKvptKgRU1GLV3ME7VrIpNJbN3hiWdtb9Qa22q0nsNj2Lz0MD2G2cpWxB2/zrevLiOiaRjPf/nUIycg3rmWypu9P8NqlbgTn8KkWaN/1/1qWMOfzcev4KxzoIZf5fSzj4PGoYFIPRpzYvlRXDwciWxue4/Q99kO9H224pg0JTOfq7cyadUgBI1axdbDl9l+1FaWpVY1b0b1sE1mNpQa7ec8+PmPsvy7fezYfA6A0pJyxrxwP5CZW1TKyC9/pMxo4ljT23w8sluFc5d9sY34s0mMfr03X80ZC8DJ9d1o3DKR7Awt4xeFc90IX+48Sj0/H/atPs65G1l4OCi4dfkuAIc3nKDfRNuY0dlNz4SPBwEwfdIyMJnRZJVTrpIjzzew4NU1NIoMxDfYs8rv4uymo1GLMM4eTUCjVWMoM9KkRU36DGryx940QRAEQRCE/1EiGPlfEFIvmDXp3wPYg3jPzRjJd1OXE1jLj+a9o1EoFMw7PZ3rpxOJavfwdCjeQR7IZDIkScKr2v0fxZ6B7tRuGkb8yQR7is+C7CL7qrGb528B4ObtQvNe0SScS8Iz0Dao8gryIDsll7yMArYv2kvfF7rxxJv96fl8J1JupGO1Wln16XouHbrKpUNXaf9ES6La1nloHyVJwnqvjqDVYmXZ+2vY9M12lGolzbo35OXvxz2ynl+bQTHUSgjFQefwu9KP/qfVbRXBuqxFyBVyVA9JSWM2mXkx5i1yUvNo3DWKadvfIaReNdQaFUaDiU1fb6Mwp4iXv32eXs93xmKyoFAp6DTy0TVCjv58ij0rD9HjmY5Ed44iLSmDL8bOw9nDialLJ6K9N7P1Qf6h99MnbV2wm9YDmtvqhgImo5mSwjIAUm6k2fteWlSGsczIwjdWAFBaWMbck9MB8A31IfNuNki2oDoAEnw0dCbl94Kp6UmZOLnpkSRo1vN+/Zfi/BK2frub0AbV8br3dyhXyImMqcnlw9ewmK2MbzSVeVDAbI0AACAASURBVKemE9awRpX34N21r2I0GDGbLOSm5RFYy7/K4wRBEARBeLxYpMcr3aEg/B1EBftx6MPxyGUy5PfSWU7o1YoFx85RO9CbetV8UcjlfLfmRRLj0+yrGqvi80A5BR+P+58DQ7wIrunDnYRMYu6lw8wsKCa32DbOuJpsSx/q6euCp68LV0/cwMvswut7OlHN0Rk8ksmWYP/Oy3ToXp+np/ag3wvtSCm01btf9v4a4o5eI+7oNTo/1Y7QqOoP7aNklbg3JMVqkZix+QCbT11BI1fSpX5NXh/06LSv/WLqEh0WiJPOAVd91VljHgdNukaxLnlehVIb/6q4rJynPlhFYYmBzk3D+WRCT2pV80apkFPiamX28YPkZmbw0uheDHy+Ayq1AkcXHTFd61XZ3j9tP3eN2Es3eLJ1QxqGBHD7agqzJv6ATzVPXlnwDOoqUpz6BbrbP/+45DCtOkRQ816tRoPJjMFoy9x0N8W2itdoNGMsN5OTmsfq2TvvnbmFT1e9AEDDlrZxr4e3AbnWBGYVViTee3EZZUVm0DqQDujcnVAr5UR3vl9vNK+wlM0HL1M/zA9vf1fkOYXoi5XUcXMmISETo8XCmHqvsvjS5/gGe1X6LnK5nE8XjMZYbsJktFCQX4J/0OMZuBYEQRAEoSIxJv3PEMHI/5J/XUnY87nO9HyuMwnnk1j2/lraDo4hrGEITbs3rPL87Yv2cPPCbe7GJxNYy48BL/ek2wN1M1RqFbOPfkJpYRl6Fx0AvtW9GfPRMK6evMGo94bYj7115S4Tm72JxWyh34vdqdMinE+GzQJg97IDrPhoHb3Hd+HH6RsxlZtp1b8pjTpHcWDNMdz93KgWEVhlH7OSc9jxw17Ubs6oawSjd3TgmRkjGVtrEmaTLVi1Y/E+ek/oSq3oR6fZ8a3u/St39PHgoH10uh+zyUJhTjEAuWn5AIQ1CGHxtTmMCB6PoaScbd/HUis6lNXTNtCsZyMmffNMhTZKCkowmyz2+o2SJPHpE7MoLzNy6WAca9IWsvmbHVw8EAdAy35N6fRk5WBmz+c6s+6rrSRfTwVsAcF/cnJztH/OTs1j8zfbWfHxOgqyinhhzhgCa/mRfD2NyJha9uNenPsMqz5ZT50WtclOzWX1pxts/btXuxFAJpfRZUwHnv1sRIX/BuZO/oHY5QeRy2UsjJtFcJ0gFCoFlw/Fk3jxDqWFZUhWiaM/n35oMBJArVGj1vDQtLKCIAiCIAiCINj8a93DkSM7MnJkRyTjBaSSmUjavrh7h+Hu7Vzl+VLJckpLUvl5ix819Y48NSiG9tH301Fq9Q7M3fIyhtJydI62IFHtAG+ebd+Em1m5TO7R0n5s3PHrvNTyHSRJYsoXw/EPDWaOlAzAxvm7WTB2Dj3f68+0ohuYsTK0bl0atK/LmV0X8A3xxjek6vFi6s109qw4hNzLFUXdMNxdtQx5sy9dvlwKQKFUzuoD5xnetiFBXq6PvF+/tv9x8WspaMuNZkrKbJNFcwpsY8CG4YEs/3gkXVcsBWR8G3+R0CXOrFuwl/b9ohk0rmLq1cLCMmQyGU5OtudaWm7izVXbsVglrqdms+WN0ayfs5244zeIO36DdkOa07yKdxtDRrVk4/LDpGFBUWqukBHITaPBMamMMg8lZZlZrJmzgzUbz1NSZuSlN3rh5e9KVmo+EdH3U+YqPT5BKlmI3KE1LVwVJJ+6gqrYjAnIjdQilytxSzQydMZoho1uVWFS9Mc/7OLQ+URUSgWbZowlvEEwao2ai6cSuX0hkfKcAiSLldO7L9LrmYenolU7qFA7qNA7VZ4QLAiCIAiC8HcmgpF/kj0rD7FgylKiO9dn6tKJj1z596B3ek0jJzWPXUv381PKd1UeE3fsGl89u6DCtm+nLKPzyLYVgmHJ11P5eNhMki7eIaxhdRp0qMe6L7dQt1VtajyQ7rQot9i+ks1cbqbt4BZk3MomLyOP9TN/AWD9rF8wlZsBuHwknvfWv0azHg1xdHN8aODns1Ffc2H/FZR+PuCgIT+3lNQ7uXR6sg07Fu8DICjc/2+1gk2jc+D9Da9xfMtpeo/vYt/uHeSJm48reRn5aBw1bJzzCxm3s/h53k5GvDMQd183AJIu3+Gllu9gKjfx8S9v0ahjPWQyGdUiArhxNongSFtguGHHemz6ejs6Jw21mz28PoVkvR8ozE3PJ/HibWrUD0Ymk+GgVVNWbKC8xMA3L/5gP+70zgvMO/0Z6beyqF4nyL49OCKQN1dMtv+7Wu0A5r20mKLc4geuJ7F1/k7GfTHKvm338gMUZBfd+5cMpVKBo6ue6aO+JvN2FkqVEo3eAa2TtsqgKtgCsgfWHEXvqqdJ18p1PARBEARBEATh72bD3eMsTNhNO5+6TI3s/5vOkSQLUt4YkIqRDLHIvLZXfVz5fqSij9AC9YOjOHa+GXPf+pHOR+tWSJealJDBR59sJjktn7rejvi3r8WmvZeIiQqhhs/9VWMFWYVIkm3pojy7jG4vNiA/q4iCvBI2vrEEJImVu09gbm4LCB69dYdPXn+GdkNb4Ort8tAA3IeDv+Tm+VsoatdA0uvIyimhIK+MTvXCiL2UgMwKtQO98XF1rPL8vyIPFz2fTujFqbg7PNH1fraaGr7uuBdYyXWR45Vn5ae5seSkF/DT3FiGv9wdtYPt9dGVuBRenboamUzGlzOeICLCHweVgkB3F25n5xPqa3uujTrUZfeKQ7h4OhNa/+HlVkr8HSiVWcFsJfVOJi7OGqrV8sNBo8IQqqNcKXHLLLHo440QbHt3cOHsbebvfoPs9AKCa/na25Kp6iBznQnAy29CzTW+LFh+mExfK0YvW//LsoxsXXea4WNtY0ur1cqO3ZcofSAQqlQq0Dpp+eK1n8jLLkKt16MuLsXFXU/MAxl+HmSxWNkXewVPLycaNKr+ex+LIAiCIAjCX54IRv5JNsz+hfzMAvasPMRTHw7FL8Snwn6r1VplgFLnpCWHPLSOD59Fp3fVo1Aq7qfCxJZW02w0k59ZyNcTF+Li6czhDScoLbKlwEk4d4u8e0XULx+O58bZRL4YMw+ZXMbHW97kxXnPknYznWFv9kcmkzF0al8AzsZeIunSHVr1a8LJbecozC1m+Fu2On/e1SqnJvmn62dukpdRgEyjAQfbdwkI8aROdHWiW09g8oLnKCkoReesfWhK07+qpt0bVlrx+v3U5eRl5FOvdTg9n+/KzXO3uB2XTIMOdXHxcmbDrF/YsXgvoQ2q25/phX2XadTRlirni30fcP30TWo3q0lBdiHGMiPfX/4SDz/3R64SDKkfTEpCOshg7os/IJfL+HL/B9RtFYF3NU9uxyVz750AAEq1kn6TuqN11BJSt9ojv2enJ9tUqv8I0OPZTpiMJorzS3kyZALGsvu1R6xWK2diL/DtK8swlNoGg5JkxVBiRuOoQfuQ77L5mx3MnWwLmE7f+Q7RnaMe2TdBEARBEB4PEjKs/HkpcSQeXkNOEP7qVt8+RJ6phI3JJxhfsxtOqoq/pa1WyZ6i9T4ZyHQgFYNc9/DGZW62Y5HIL9KA2YI5vQCrxUpqch7zv9yBl48zsTsvUaaxZUS5fDOLeI1tcHHsQhI3Ltzi48FfonfR8cnWNxn/1WjyMgsY/lZ/FEo5I55pi9ls5sT320lNSKdHrTBWWIsosZp4qUUM8OgMOlcu3KVE5YDMQY1UVAoODoTW8iW0li8z6/TGZLFQVFqOs05TaZXoX137xjVp37jipNU5/1iP5/os2nWuSbfBXbjsdZXtSw8T06UeagclUvFcJMMO8tM7Un5vovLFy3eJiPBHIZezcvITXEvNokF1P3LS8lDIYeH5z/DwdUOjf/hqzcDa/qRfS0aulPPlpCWorTBn91vUqBuEs7uOsuJiSrzA1NkLz7PFaBx19B7cGL2zFr3zozPidO7biK+XHERVIlHmCQoFqCzQfWAjTEYzuen5DHzte4q8NVhVElZfUBdYOHYukfnjV9ozOlnMVoxKBZKLDs1D3tWsXn6EpQsPIpPB19+NITzi7zPpWhAEQRD+l4kx6X+OCEb+STqPbEvC2UQadKiLd1DFAuerp21kyT9WE9OnMcPeHMDNc0l0GN4KraOWz3a/y8ltZ2nykPSsYFuBNufYJ6QnZeLm60rs8oO07NcUvYueH95ezYlfzgL3gz8ASpWC/i/2YOfS/cT0bsy52MvcjrOlvdm+aA/hTcLoNrZ9hcBg3PHrJF26A4DRYGLemRl8PnYuFw/G0XVM+4cGuQqyC5nS9j0MpeX4RgaTXWrb3mVwU/uMVaVKaU8zKmBfKXrp0DUuHbqGq7cLazMW4urlgiRJfDd1ORazhbvxKUR3ro/VKtFr3P2VlTonLQ3a1wXgxZi3SLp0h5qNQph3egZpSRnonXU4P1C/JS+zgKmdPsRYVk6fCV0pyitm3+ojWK0SaUmZ1G0VwXvrX2X2hO+5sO+K/Tyz0Uz8yQR7sO/aqQQ+HTEbraOGqHZ1GDC5Jz736meUFpXRoH1d0hIzqNu6Nlvm7cJBq8ZQWk4PzXBqN61ZIRD5T3Nf/AGNTgOl5SCzDfwA8jMKiF1+gMFT+lQ6p6zYUOVnQRAEQRAEQfi76ukfzXcJu2njHVkpELno61jWLj9Cpx5RdJ7cgNslWXT1a4CDQgXuq8B4DBwenopSpo4C99VgzaFFwyAsCSdpP6UPCqWClQsPcub4zXsHgkwOkkKGJr+IoV278MuJa3RrFcn+lYdITUgHYOeqI4Q0qUnfmDAUD4xjz8Vesh9DnoH1Lw/nw9W7OX7+Dt0iw3FQVf1KIz01n6njlmC2qvBrXZ+Mszfhbjo9J3dEpbIFR1UKBe5Ojwi4/s3sXn8aq1ni/IUMTl/dio+PM+vipqN30iJZS5CKZwMQXj2b+o1fRCNT0LXz/TqSLjoNTcOCsFqtTG7xNhm3s2jQoS6fx75Hcloezk5anB8I5KXnFDLps/XI5DCkUwMKzt3luPwGpY5KMpNzqVE3iHnP9ue9nXs4nZ1KeQN3yn3KQaEgLiOdiHq2LD3nD8Qxc8IinP09iepYjwFPt8Xdyzb2LS8x0NBdQ65Vhl/zmvx0JY7Ctq4kJ9yht/8EIpvUoCRYDTKwOtheFJp1ErNm70SvVWMyl4FSTqncRPbgMNJlMg6cvkaP9pWz8ZSV2upbShIYykx/zkMSBEEQBEH4HyaCkX+SfpO60+eFrlWufty1dB9Wq8SRTac4uf0cpnIzl4/E8/rSSXgFetDzuc6/2n6t6FB7ncV6rSLs2yNjwtkyfxdaJw3jvhpNcnwKMX0b4x/qi7uvG0Nf7wdA0qXbbJi1FWSw6ZvtlOSX0nlUW6YumWhvyyvQA52zltLCMoIjg9gyfyfnYi8BttV93Z/uSF5mAbPHfYtKo+blb59H56TFarFiNtlmSlar7s6wJ9pRWlxO39Gt//0b+hc36JXerPhoLUaDbdBSkF1oX5Eok8mIbFGLSwevYjZZ0DlreXftqw9tKys5B4CUhAz2rDzE9JFzkCvkKNVK6rWqzd1rqbj7uXHrsi3QbCo38cy0Jzn282kMJeXcunIXABdPZ/pN7M6Vw/FYrRLWe7UfLx6MY8TbttWxW+bvsr8cuHn+FokXbvH5nvcB+HnuDo5uPgVgD4SWlxk5sukkAPEnb6DWqjCVm3Fy01NSUIbFbMFstBDRsSantp+HB1Zlwv06m/9q4Cu9kCvkOLrqaNW/2W+76YIgCIIgCILwFza6RgdGhbRDLqs8Jt255RySBDtPnmPT6ZNYJCsJxWm8UrsPMmU1UD46CwqATG1LVxndAqJb1LZvrxMVxL6dl3Bx1fH0xE4k38mhRctQ/II8cPVyZtQQW63IOD93fvk+Fo2rntUbL2BYdZp+w5oxfko3e1t+NXxw0KopLzNSvU4QK/ef40xCCgAdo8Lo1KAmWSm5fP3qSlw8nZj0xQjUDiosFitWq20wEdE0jP6DGiNZJbqNFGPShxkwtg0b15ykRGELyuXkFKNU33tlJNNRZInCSXGBnfF+uDb05P0hVb+3sJgt5BYWYBzsyi1LPht2nOOzn3ajLpfjmmbGa1QNbhoL8ctWcTszD4C2DULpP7kbP+vzKJdJXNIbaQ74aHU80bAeZ2PTkEtgcXFAZpVxODeTgfeu9/OC3aTfzSWjXE7CooOk383lnbm2siBrZmzmzKqDAJQ3dgGguNzI/gOXkVz0XMo34a6yUuClwtVJT77ViEOmGWumkTota3Lq4DVQKSn3c0K6F8ROtpRTlSfHtEKnV+Pt7UxUo4enpRUEQRAEQfi7EsHIP9HD6kQOeKkXS9/9kUad6nNg7TEAykur/kH7e9y6cpcfP9tI7aZhvL58EgFhflUeZ7FYyE7JZfaxT1CplYwIngBA5p1sslNy+OLp+WgdNbz6wwQWXp5JelIGRbklFOYWoVQpUDmo7HUIty7YxZFNtoBT/InrjP/6WdJTC3lt+WRS4pPp+Vwne71D4eGeeLM/qTfT2fHDXgBGfzQMN28X+/43VrzI0xEvYygx4FfDl+L8EnTOWixmS6U0t427RLH/p6OUFpay9sufAbBarBjLjJzZfRGA4vwS+/EBNf0oyi/BcK9GxrVTCSScS+Ll1v/AYrYwdelEwhuH8sXT87lxJpEez3Syn9t6UHNiVx60pQyWbCmE7e3eqwUql8voPb4rbj4uePi74xvizXevLsNkNGMsMzH/zAzCGoaQfivz3jWttBvS0haMfEBETC3UGhUfDvmSUe8NqVCvUu2gsqcWFgRBEAThf4tFpK0RhD9NVYFIgEFPtmDd8qM06h3KZsk2WdBgqZy15Pe6diaRzdPWUc/fg9cXPouXr2uVxxnNFrJdVcxLnIMpz8hzQ+cBkJVewJ3sfN5fsxtPZz0fDe3CwiszyUrPI8NJQY28YuQyGY5aNbUDbRlZNsyP5eTuS6DXER+fwdi3+5Caks+U9/qSmVZAr0FNcHZ5dDpPAca+1oPkrGIOH4zH6qBg0qQuODjYxpoymYx81XyGLviOlAItk3u4UFxkQKtTY7VK9tWmACq1itqr2nJMlkgKsCzlBNndTMjKQdogcTXblqGpTKEGiy1xWXUPV7LLDZTLbAHkS8lpXDp7mzcnLUcuk7Fw5mCq1fBkyrrt3MrJp3/DSPv12gxoxqGjVyiNVqNNMFdI3RoYHgCAQqng6cZRuKTdJsTDHT+3Apb+eAqzQo48V2LLgmfx83clMSGTN15ehdLbgRYtwjgYl4TBxwF1vgVNjpF6TWvwRINjWPNXI3N8xRa4v0erVTPiqVZ/1uMRBEEQBOFPJMak/xkiGPlf0HtcF3rfS7HZaWRb4k/coM8LXQFIvp7Km90/QS6XMW3HO/iH+j6qqQpWfbqBW5dtq9quHr/x0GDkt1OWsXHONnTOWpZcm8Mbyydxft8VBr/amy3zd3Fm1wUAmnRrSI9nOrL60w1sWbALB50aJ3cngusE4h9qq4FZu1lN5Ao5VouV9KQsPnt5NUaTlWo1ffh252v/9j36T5AkidKiMvTOj0dqnmdnPImrlzPVIgPpPLJthX3egZ58d/EL0m5msPXbXfR3H43WUYPZZOH9Da9VqEHpV8P2bGQyGW4+9wOaSrWCwFr+3Lp8l57PdqYwtwh3X1cGv9qHPSsO2Y+rFh7A0vd+stdsTL6WRvthrfjqwIeV+tysRyMimtXk8uF4dM5a6reJZPuiPXQb24HWA5ox99R0VGolIfWC8QxwxyvQHe9qXji5OfLlM/MJbxKKXCnHarWycfY2slNyATgTexGZQoZksQ1G9S46hk7ty/v9PwegtLCM6Tve+SNuuyAIgiAIgiD87QwZ1ZIho2wrFJtn1CKxOIPB1VoAcO12JlNmbUKvdeCb1wbi5eb4m9tdMWMLyZll3L2TQOL5W3h1q5zOEuD9jbFsPhuHu17L9lfHMPmtXty4msqwMa1ZePAsp27aAlad6oXRJaoWXx4/zbYL19Bp1WgDNUQG+OLjZsu+Etk0lE0/HAC1mru3cvjkzXWYzFYi6wcxc9HY/89t+tNZrVYMpUZ0D6lD+J82cWoP/IPcCI8MoHXHyAr7gr09WTB+PBn5RWyYd5i+H+xGHqAHuYwv3hlIVESg/Vi/at5wNxG5TI5TkAZyQHIAjVZBmN6VhJJ8nmzWkFJzDkFB7vTsXJ9N83bhfCwdk5eGuu6wbPsOTEZbzcachFzaNKnF+udHVOpzu8HNmeF4kfTCLDzRUk1VnV27L9Olc126jWlPtYgAHF31BIX7o09yJ8jDFe9OjuiDfZg3exf1o6tjkGzX2bDyGE7KO4RUz+daWjD5UY5IgMFLSWCBkmk9PNGb3wYzSEjIXGf/eQ9DEARBEAThL0YEI//LmnZvWCGQdGj9CdKTMgE4sukUg6f0Bmwr2WaN+xaAlxY8j6OrHqPByNwXf6CksJQX5jxN4sVb9nb8w3yxmC2c33eZ+JMJeAa403V0ewDSb9naLy0sozC3mA7DW9NhuC1dTb02kSg/34zKQUVEszAAku6l7SwvNVJeaiQvI5+rx2/QoH1dmnRtwDcnp/NOz0/JyyhAoVaCyWhP6fm4slgsvNbhAy4dusroD4cx4p2Bv37Sb7Tt+1jmv7KE6C5RvLt2ykNXyP4rZ3cnnp5WeXD1T34hPvhW9+bN7p8A92sjbvp6G4061UN5r17KyPcG41vdG+9gL6rV9mfeS4tx9Xal1cBm1G1ZG5kMHLQOFduu4Y1cLsNqlfAO9mTLgl0AuHg60eO5TtyJTyHjdhaNu0Qhk1WcKVJaWAbY6orOf3kJYKtX2nV0e3sq4dXTNvLD26vQOmr4/tJXdBzRmo4jWvNii7d4PupVOo9qi4e/u73NvSsPoVQrMFtsg8KSglJmPf8trt4u5GcWVFgVKQiCIAjC/zaL9Nt+KwmC8Odo51OXdj517f/edSKezLxiyCvm6MUk+ra11QXMyy7i63c3oNM7MPGDAWh0akqLypj7yjIkq8QLX43idmoRMq0GmdaBoPAAjAYj5/dfIeFyCv41vGk3oCkAKXkFtjZLyygpN9GjfzT0jwagSWgga45exFGjJiLQG4DEVFspimKTEckC+68ncSMzh0g/b1r3ieZzX1c+fGE5xUUGZAo5mK1YrY/3mNRoMDFlwCxuXk7h+Q8G0HdMmz+s7bVfbmHZez/RelDzCqVYfo27pyPPTHp42ZjqXm546XS8cyoJq0ZOudFWnmX91rPUCw9ALreNFSfV6kmooy/V9d64qVyYdn4PQWpneo0Lpk7zMKxy0KhU0P5+2341vHE7koZMJsO1STMu7jgHXm54+LrSqWcU1zKyyS0pJaZG5RTCRWbbRNpSzMydvwcAvV5Nyxa1iGxeC4Cvthxk8f4zuOg0/Pz6U/TuH0233g146v2VDH17KUM7N8TDw8isL3eg15nZuT8NZXJXTEhIMhnpKiNfvHGAz2Y7gVSETFnrN99XQRAEQRAeb2JM+p8hgpGPmRb9mrBl/k5kchkxfRrbt29ftJcDa2wpXcOb1GTwlN7s/+ko2xbafmj7h/pSJyac21eS8fB3I6RuEF88PY/Y5QftbTi66mnZrynjZ47GxdOZ2k3DCH5g9iLYUnyuurMApVqJ070ZsJl3su375Qo5rt7OnIm9yNXjNxjyWh9qNgzhtSUTcXTToXF25HhsHK171P/T7tEfIS+jgEuHrgJwcN2xPzQYufXbXRhKyjmy8SRZd3PwCfb6w9qWyWQ89cFQti/ag1whJz0pk1M7zjPz+W957YcXAFtanOunbzJ7/PfE9ImmdtOabFu4h1++202DDnX5PPa9Su0W55cyZdEE/EJ9cHTVs3H2NnLT8+n5XGfKS8sZ3+g1jAYTo94bQqPO9Tm0/jidR7UlNKo6ry5+ga0LduHs4cSP0zcCtr+TB92+agtolxUbyEq23ROjwUj8iQQALh6I45uT01jz+WZ7IDuieS3KigwknEsCQKNzYM6xT0lJSKdOi/A/7J4KgiAIgiAIgnBfp6bh/HI4Dr1WTfN61e3btyw/yrHdVwCo17QGXQc3Zeeyg8SuOgJASN0gajesTtb2i/hV88QnyJ33B37OidgryLW21Jlu3i5EtQrn3X4dWXzwDM1Cg/BxqbjysktULRqG+KNRqXC6N4my/FQuWr0FSSZR5q8iUK3l2OozxLvq6T+mNZGNQ5jycX88A9yxyBWcOXGTjt0f7zFp2p0cEi7ZVoAe/uX8HxqM3DJ/J4bScnYvO8ALs8egd9H/+km/kV7vwLAnW7BvbxxGNxXpWYUcio1jgZOeCeM6AqBRqLg69Rjfrj1O+xFtaN8ojK0/7ONISi4tezXkH0vGV2jTapUod9Yx5cfJhAQ64u4rY803Goozchgwvj0ppcUM+nYVZquVt7q1pZ7BgZM7L9BjbHuCavkxO7ofm5Iu4ZamZgungcplc25m2LLwFJQayC0uxd1RR0GxgYRk2/uOs/HJLHm7LbI824RYVycDXbS+xGsNJKXnoU0po1ThiszzF7CkI1NXvepXEARBEARBqJoIRj5mgiMCWXVnQaXt4U1CUd6rwxDexLbarEb9YFQOKsxGMzWjQ2nRtzEdRrQmODIQraOWu/EpFdpQ3av34Bfiw5SFFX/8P8jNp2JdD7Xmfk1Cq8VKblo+P06zBZ2c3B0pyCpkybs/otao8A/zpc2gGAJC/rgA3J/B09+dfhO7c3L7WYa/NeAPbbvX812Y//ISorvUxyvI4w9tG2D4WwO4fiaBIxtP2bfdvXr/WUuSxLaFsUiSbXXtP2t6Atw8d4uSwlI+HPQFeRkFjHxvMCe3nbPXqvQL9SbtZib9J/egYft6rJu5hStHr2E0mAC4FXeXdTO3UFpYxtHNp5h/dgbv959B5p1stE4a1Bo1RoOR4vwSMu9m4x3kCcDYj58ACYJqB1C3ZW0A1Bo1pzgVQwAAIABJREFUE2aNYd9PRxjyah9cvVyI7lyfUztstSIdXfV8tf9Dbl9N5sK+KzTp3gAnd0f7+YIgCIIgCIIg/PEiqvuwY864StvDo4KQK+QolXJCI2314UPrB6NQKpAkidCoYPq90JVeI2IICfdDoVRwNz4VpPttqNS2VxCh3h58PKjLQ/vg5VwxQKk3yXC+bQarhNuhTOTFBtZpbwLg6etC/KE41s/ZjqmZD/on6zGgfl28fV2qavqxERTmTechzYg7lcjgCR3/0LZ7j+vC0nsrI//IQOQ/jXmuHXEJqZxMSEFukpBZ4c7t+5OYSwpK2P/TUQD2bbuIfO91rI4arIHeXL+eQU5RKa8s3UKZyczEJg2JPXqV9bJr6GVmDjQ6iIPsDkuPTOJkQnu+u3qZLdv3Y7630vVaciZrx63FaDBx6XA8H//8Op+N+Yn83BL0GiXqjCzMhaUU3Uglu4Y3nt7OALzWty16BzX1gn0J87WNUz1d9UwY1IojFxJ5pm8MKk011m3sj6S8zI97IokOtbDp7dEk3Egn/mQizTvWwYwjKvVvL6cjCIIgCIIg2MgkSfr1o/7HyGSy5ICAgIDk5OT/dlf+bcs/WMvJHecY9f4QmnS1zbjLSralpvEKvB/gyrybjbHMSGAtf/u2ksJSPhj4BelJmfiFeuMV6ElATT8cXfV0GtkGrd5Wj6KkoIQvnp5PeZmRKQvH4+HnVmVfbl64xfhGU6nqbyUw3B+do4brZxIrbF+bsRBXr98/+LNarfw8bydWs5W+E7uhUCp+dxt/Fef3XeZs7EV6PNsJ3+re9u1Gg5GeuorpXOu3ieDL/fdrOr7e5UPOxl6q1KaTm55Jc5/l0+GzANtKy6qeq0bvgHc1T+5cTam0T61RYTSYqNU4lCkLx/N8g1crHaNz1lJaWMboj4Yx4u37q06tVivrv9qKoaScoa/3Ra1RVzhvWOBz5KTm2foml7EiaZ49oLl57g7mTf6ByBbhzIh9F5VahSAIgiAIj6/AwEBSUlJSJEkKrGq/TCZL9vRVBqw4WvNP68OTLW6QnW5+aB8E4c/yVxiTfrHtIOdup/JK99ZEVw8AICM5F5Vaifu9AA9A+q0sJEnCL+T+mCWvsJSpX/9MXm4RoXcLCQxwxatpDTR+HvRoGYn6XomJ/KxCvhq/ELlCzivzn8HZver6lBdOJTFlyiqwgsxsRnEnC5leB0C1AGdkxnKSLtzm1iuRWJzVyIC4VyajUvz+8aTZamHtnaOo5UoGBDWvVKbi7+TksQSuXEqmz4BoPDyd7Ntzc4rp+cICLBo5WCUcE0toG+nPe989Yz9mYrM3uHbqJnJ3N2Q6HZYgT5DJ8PFxpveUNny83jYh1vlqPmW15BTEKKmpy2Nbk58BSLgeyNRdQ4hX2MqC6C5kIvNyR5chocsuhgu3aNShLk+8P4TXxi21XdRiRUrNRMrJQ9+sLmXlFl54rTt9hjS198tstrBy0ynkchlP9G2C8l+y+vTuNINsDxkWrQKVQs6OOeNwuvcO5fvYk8zZfoSWtasz7+l+9rS0giAIgiA8nsSY9PEiVkY+hnLS8lj2wRoAFr250h6MfDAI+U//DNQ86NT2c5zbYwtEhTcJ5fCG45QU2H7Ax644QHpiBs16RhPWqAaHN5wA4JdvdzPq/SFV9ic0qjqtBjbj0Lrj1G4aSq2WdckrMHB5+ymSr6UCoFQrkQEmo5lajUPtKV7/1YlfzuDi5UztppX/AzcZTbzW4QOuHL1mb7PPhK4PvU9/ZSUFJbzd81OMBhMXD8Yx69DH9n1qjRrfEG97bVGAgtxitn63m11L9tG0eyM+3fY2P362ifLScly8nNn2/R7uXE2mbusI6rQMx93PjcLsQswmWwoaZCCXyQgMD+DO1WQMJeXcuZqCXC5HrpDdPw4wm8y8tvgFmvZoiKuXCz2f68zuZfuRKxVEd6pPflYBV47YnuGZ3RcqBCP3rT7Cd1OX276HVk3NRiGYTRaadm/I8a1n8KvhYw9Gqh1U9pnTAHtXHcJqlbh8OJ6MW1kVAvCCIAiCIAiCIPxxbmbmsPjQGQC+2X2Mxc8OAsAn0L3Ssb7VK2fF2XcmgQs3bGPF4c940qfeTPKLJZ5f0JeN1+pwzZxHn4gIQs8WcmK7LTNKbOvDDJjYrcr+RDUJIbpRCGdPJ1G/fhDBrULJzy/j3L44bl++g1whRyYDl+QyciPVNKsWVGUg0ipZOZx1FR+NK+HOAZX2l5UZeWHJQq6G3gHAUaWlq9/fMx1ndlYh776xFovFSmJCBh/NGGrf5+aux91VR5bBgEwCOQrySkxs+n4Pe37YQ/uhLfnqwIesnrYRZDIc/T3ZvDuOtLQC6jeqTpPQIFx1GsrKTTikliE3SRQ2c+VWqTvHrsXgobrGzKMRpMUnI6vjgdok4XKhEGvkvQnU3i68+t1zxPRsiNZJS/tu9TgcewUHByV124VTkFfC1VxbPcszJxIrBCM377rA96sPA+DsqMHXbEHloKJRx3oc3nKG4ABXckptNU3VamWFdK9bz9pKvRyJv0VeSRkeTro/9RkIgiAIgiD8lYhg5GPI2cORGvWDSbx4m4Yd6v3q8ZIksWHWL+Rl5DP87YHUaVkbzwB38jMLuHL0mj0QCXD1+A0kq8T2RXv5uH8zNHoHzEYzETG1MJSWM/+lxZiMZibMGoOj6/10Lu/8+DLZKbkkXrrLh5NWIkng6u0Fabm4+7mSm5YPwNPTRjDw5Z5VrmjcOGcb815ajFwuY9aRT4hoVjEgeWrHeXsgEmyr8/4sV45eY9kHa2jcOYrBr/b5067z75IrFfdSnprQOWkr7CvILkSSJGRykMnkSJLE3fgUZo/7DrA94x7PdqwQBKzfJpK9qw7R54VuxJ+4wetLJxLZIpxt38WSfiuTns92Qu+qY+0XW7hz9f7s7Qbt69ByQDM2zNxKSkI6YAtOd3mqnf2YlxY8x0sLnqvQxwWvLOHykXie+uD+gNVqtbJn5f0aplkpOSx8YwUAI94ZyMqP1wPQe3xXQuoGEd40rELK4IEv9yLzzhKi2tXBP0ykxREEQRAEQRCEP4uvixPVPFy5k5NPs9CgXz3eYrXyXfwxDBYzEyJbEh0RhKuTltIyI+ryg8hlpbg7QXRYKovzXZHk8MOZM6xo2gWVgwq5XEZ4k1CK80tYMHUlCpWC8TOerDAm/PTLYeRkF3N+93m+esk2jnDzdqYMcPPQk5mVg/PSON5YOYE+g9tW2c/FiXtZeDMWhUzO8pjJhDj6VNh/eH88iXEZYKuMglbx52VjObP7Ams+30yrAc3pPe7hKWv/W5RKBSqVAovFikZbMaNNdmoezsdvU6ZXIXPQIVfIOFtSwLm1x1BfyyD+lSX0fL5ThfFgeKMQju29Qt9RrTiflM7sEb2ICPFhS/ABCnJL6NipBc5OOpZ8tofFTpcwhMiQ+0oMOuVEi5ia/BhQSJrBglUlp16EH51HtLK3/cZHA+Cj++VXrFaJr6dvJfFGBsPHtrZvN5ssHNh8zv7v22eT+OatlQCM/OgJVs3cgQSMntoL9+hqNAwPRP/Adx/drjHfbD9C2zo1RCBSEARBEAThdxLByMeQSq3i6xPTyEnJxa+Gz68ef3zrGRZMsaUlkcnlPP3pcJYnzaO3fgRZd3NQKBX4VPeier1qHN14ErAF+hp3iWLh5a94u9c03u0znU4j27Djh30A+NXwoe2QFpyNvUibQc1x93XDO8iTya3ewYoWmUJBWINgZvw4nrJiAx8N+Qqds5bOo9o+NH1mbrotYGm1SuRnFlTaHxpVHWcPJ4ryiuk3sXuFgNcfbcErS4g/mcDZ3RdpN6xllatOAdbP3MrtuGRGvT8Yz4Bfr/+4YdYvnNp5jhHvDPp/1TbU6jXMOvIxVw7H03pQ8wr7rp++ScatLABa9G+MXC7n0Prj9v01ooJx9nBCkiQ2ztlGYW4RW+btpDCnmANrj5F115bu94U5YxnwUs8KbT/14VD2rzliDy6f3XOJG2cTmbbzH7zU8m3MJguDX+37q/0f99XoSttuXb5rrwdZI6o6YVHV7fuK80rsn53dHek9vvKK2DaDYmgzKOZXry0IgiAIwv8OCbAg/9Xj/j/tC4Lw++kd1Gx48UlyS0oJcPv18hubb1/mi0v7AdAp1TwfEcO6aaPpOWYeK37xp041L1xdPTBLbcCcDWpwVWlo1qYO35ydxoSVW3lqw3b6OnpzaOVhrI4OhNSrRkSvBpxLTKFbdDiuei3ePs7Mn7oSSS5HZrXSsE0ET0zpSUFmPp8+MQsPfzc6d2uCUl71/1dyyosAsEhWCkyllfbXivDHeaaeYpOcEcNb0ca7zr9/E3/FN5MWkXw9jXN7LtNxROtKk1DBNvH4p1nbyUrJY9SbfXDxcKqipYpWfbePq+fvMmpiJ2pG/vvZZFzd9MycP4rr8Wm071jxPlw5kUBech5qoOOIltz203I4JQVwwDXDlahIPxy0DlgsVtbP3o6hrJxNK45TVlxO7KWbJCksyICPhrVnyAudK7T9zOROrPn5JgbKAImzv1wi/Xwqr84ZzRuvrAKThSEDm/IocrmMyW/1rrQ97uwtbuy9htZRTd3G1fFX359E/c8xqQzw0GsY2LHyitj+TevQv+mf9zchCIIgCMJ/nhiT/ueIYORjSu2g+k2BSABXbxd77T83HxckSeJc7EWCwv1JunwXhUqBT7AXKtX9H9pjPxmOQqkgKzmX21dsK+GSr6fZ24ldcZBNX2+jMKeYvasOMefop1w5eo3suzmgVKLzdGHqzOE4uepJOJfE3FPTcXZ/9MDoiTf7I1mtuPm40rxXdKX9MrmMrw58iN5F+5sCf/8qOyWHuZNtKztjejem25j2D605GRQeQPzJBDQ6B5Tqqo+JO37dHuQ1GU28vnTSI6+fk5bH/FeWAFCQXcS8U5/97u/woOCIQIIjKqeSdvNxITSqOoaycoZO7cfFA3H2YOQzn42g/6QeKFVKDm04wfyXbf1Ra2wBYrPRbG9nwStLaTWgGc4eTpQVleHi6czuZQfsgUjPQA+yk3PwDPQgvHEoi+JmYSgpp0b9YMBWrzQ/s4Ba0aG/6fuUlRhw9XImP6uQrqPb0fmpttyKu0t+RgHPfj6S+m0jiV1xkLVf/kxaUgZvrpj8b987QRAEQRAEQRD+f7RqFQHqXw9EAnhq9BU+WyxWrhyMJ8DTmeRMiXFv9aF5gDfm0hK8M3Mp89Pw6dhOyGQybpcWczfXNlk1RSdhaBKMyd+VDQnJ3Jx9nRKDkUOXk5g7oT8n917BoNAgV4BeDZNnjkTloKIU+O7qbBx/JbvO8zW7olGoCdR50MAtpNJ+B6x8PXckjm6OFWok/lZ3s/OZ8fMBVPkGunn50vnJNg+tORkYHkDy9TR0zlpkD6k9eHrPZZZ8sgkAhUrBhGnDHn39pCyWfbMHAJPJzPTvx/7u7/CgsJq+hNWsnJXG08eZajV9kcllDHq+I1tu3LoXjISXpg+j571AXuyKQyz6x08AqH1sJWaMVgkUthdzMycvpuXJcBQ6FWVmM25aLWtPXMZwQcLBW0XoeRNmC3j6utIwujoLlz+P1SoRXN3W1t3ifIpN5US4/bZ3JyaLhN7bmdKcYnp0a0DbXlGkZhZhlCSe+2Qo4U1rsm/zWZbN3El6agEvfDL4/3X/BEEQBEEQhPtEMPJ/XGFOEdVq+zP76CcUZhfSrGc0qz7dwOJ3VqNUK6nbqjaXD8dzbs8l2g6OQalS4B3sRccRtlQlWxfsAkDj6MDIdwfz1bMLyLidRWpCuj2AlZOWx7Etp+31ITGb6f5Ec5xc9Sx6axU/Tt+Ih78bCy/PrJDa9V/pnLQ8M/3JKvddOHCFN7p8BMD0Xf/4t4KRP3222V4D88TWMxRkFTL8rQFVHuviZRtYGkrLOb3jAp1HVUzjY7VacdCq0egcMJSW4xfy64MbJzc9ATX9SLmRRu0mYb+7/79FcX4JU9q/T2lhGT7BXgTW8qNW4xo4uupwdNXjGejBax0/IKJ5LWJ6N7afV7dVbUoKy3huxpPMmbCQ23HJgERJfgmvtHmX9KRMJs9/lqK8Yvs5Yz4citZZR1TbSAD8Q+8PQlMS0hjX8DUMJeVMmDWG/i/2eGS/JUni3T6fUZhThH+oD/t+PMLif/yI0WDEarbiFejB09NGsOitVRgNJvauOszEr59+aO1RQRAEQRAEQRAeD/k5xTR2CuDHDiMxWMy09q3B92+tZt3s7aidNDTo1ACd4hQtY3ZhVfbi/DvFROFE68bhAGzceQG5ScLRUcO4gW2ZejUHU2k5NzPzMbrbZqln5hdzaMMJ7iRl2687YFJ3HLRqvpq7i83bzhPg58rieWNxUD/8NYeLSseL4T2r3Hd86xne6/cZSrWSWYc//reCkfN3HWf/lUQATs/ehaHIQJ8JlbO+APZVjiUFpZzbc4kWfZpU2G+xWNG5O6JUKTCbLPgFe/7q9d09nfD0cSY7o5DwupUntv4RslNymNrrI4pGOlOtdgC+tbwZX8sPbzdHfN2cUKuVjJ6/jpjwYBp53B/PvTcHHF3K0Af1ZsrUDaTfzEBeaiS7tJThq9aTXVLKV716UFhiQG6Uo06WM/mlPmhHldOgZS0Agqrdf09wNS+DAbGLMVotfN60NwNC6j+y3waDiQ/fWIPBaCGscQiLz1ziHyePorxlQJ1rJWDdaZ4Y1pzvPvkZY7mZX5YfYfxHAyvUjBQEQRAEQRD+fSIY+T/s/L7LvNX9E1QOKmYd/oiInrbVhpl3bAM0s9FM0x6NuHw4HoCjP59iffYPaPQa5HI5RXnF7F1lK9yuUCpo1Kk+E79+mu+nLkfnrCX1ZgZGg4ns5Fze7Wtb5Tf41T44uzvSf7It+HT9zE0AclLzyEnNfWQw8lGun07EbLLYP0e1/f2pT2o1qbhCz2gwUpRXzPqvthJUO8AegAVo1DmKzd/sQKN3IKJ5xdqVZpOZV9q+y9XjNxgwuSfNejaiYcdfr92p1qiZe2o6aTczCG1Q/Xf3/7cwlZswlJQDkHE7i42ztzHq/SH0fM6W2ub1Lh8Sd+w6cceu03V0O97fOJXTO8/bg84b52zHQWebLSxJ/8fefYdHUbV9HP9OdtMraRDSKKH33gVBFJBuQ0VEFFREbDz6Wh57xQpWQBGxA4KIgkrvvfdeEkJJJT3Z7M77x8YlEZCghMjD73NduTI7c+bMPbPq5ck95z6wZckOjh04AcDq2Rtcsx4NwyA0JhRPLw/8g89MCB47cNIVx5IfVlGjaVXqt6/zl7Fbi/4o4LCb7Fq9t8Sx5MRUAHrffx2Tnv2O9v1bKREpIiJyhbCb+kOvyOVq1fztvDziS3z8vBjzw4NEFCWLTiY4l4YoyMyjfZsadLvmIwICCzD5mqtvXIGHlzuGYZAQn8KKzQfxBELdPWhcpTL/GXINn323jHC7wYa8bBwOk2MHknnxmZ8wDIMBL9xKUHgQve+6CoDdRWvbHz2WTmZmLp6lKGV6NrtW78XhMCnIs7Fv40FqNK12wX3Ui67IrPU7MfIKsabnUZBXQFpqFtOnrqVmrQg6dDq9lEeL7k2Y++VigsICzrhWXr6Ne//va/YfSebO126hZVwEjdrXOu/1ff29+PiHB0k6lk61WhEXHH9p5OcWkNPZm8KegRwgi5lH1zAgtj0DrnLOhhzw3jdsjz/BliPHmfvMPTz+/Ujc3FbTtOkYALJsofhaK5JXvzJ2qxvLDidwIstZInXxgYOEZVix5jiw4kaErzduhhXfgDNL2B7ITKHA4fwbwq/rt1EvJ4Ra9SLPGbebYWC1WgAbOYWFbLBmg7uBJdZKxdQCklOcJXx73dmBaZ8s4NpbWikRKSIicoXQmPTSUDLyMrZp4TZsBYXYCgrZvmIPVRs4E0mDX7oFi9WNytUrccMjPdm0YCsb5m0lLDoUbz9vV5mYWR//jmk6qxY37lQfgEad6pK4/ziFNjve/l6A843NtKI1HuOaVKXzracXih/6xkAmeXxH3Ta1iK0b/bfvpfvdndmzbp9r++/oekdHajavzsb5W7HlF9Lngev4cOREZn/qLFMTVasytZo7E5YtrmvMd4njcfew4u1XcmCTejydnaucybKtS3dw/7uD//K69kI7P7z7M6YJNz7ak7gmZ5b72b/5EHO/WET7/q3Om7T7KxUqBnHPGwOZ8J8vMU0Tb39vbo2+F7vdQU5GjisZ7OHlTk5mHmOHTyD1WBpuFjccdgfxuxM5vD0eAIfdgb3QQdc7O3Jg82EGPNGXhd8tB5wzGV+66W2y0rLp/9D1ZzyDZl0bcuuT/Vg2YzXblu7ksaufZ9ymt6hSz/nPQOL+4/w8fh4b5m6mSecG3PvWIN5e+Dxrf91E3ba1eLj9MxQWFBIWHULb3i247WnnDNYbHunJDY/0/NvPR0RERERELp0Ny/diL3SQmZ7Dnq3xrmTksNduw7+CH9UbxnD93Z2xJ9UE+zYMazSe3h6u83/7ZhVeR7PJD/WidYyzEkvTahG8N3Mbpxwmnp1iKbBABXcreTjHKQ2aV6FFtyauPh4c1oXJ362kZdMqhP7NRCRAnxHdOLwzAW8/L64uNua9ELd3aELLuGg2/rQO95fq0Xv4dbz6wkyWLNyJYcDEr+8jqugZdbypDY2vroenjydePiXLyyYcS2d/0UvG2w6dZOjgTn953YJ8Gz98+DtePp70GdYZ/7MkInet3c/iaavoPKAtNc4yZi2tyLgIBg7qzURzhfNvC1lWOj81DnfTwLoyCaN+BfAEP7tB2rFUXpuzmnD/RNo3tmBxs7N0YQq7cv3BwxOb3UGA3UqPWjWJP3WKu5o3Y+oP63DPBXDwZP+3yT+azh3P9Gfgk31LxHFdVG3urtmKZet2s/+rvTxmO8DE6Q8SXslZWvjIvhPM/mEdW7Yk0KZjLe4Y1om3x9/F5vUHqVEvktsmTSHPF6oGBNK9fyx33N4OgIGPdmfgo93/9vMRERERkbNTMvIydv2wrmxfvgsvXy863dLWtT8oLJAHP7jH9fn5GY+zZdF2areqUWK9irgmVXFzM3CzuHHTqN4AuHu6U6FiEEkJKTRoX4ebRvUmtm4kv4yfj7dfyesAxDWuysuznjwjNtM0eXnAu6z+eT33vD6Qvg/+9f/M+wX58vS3j5z3nu2F9jPWgTRNk4Q9iYTHhBJbJ4rwmFBOHErC3dPdlZyzWC14+3mVOM/L14vda/ZRrVEsSfEpbJi7hatubkN4dCh9H+zOut82cdvTN5w3pl8nLmDCE18B4OPvRa/7T5fhOZWcwaLvV/D96B9Jik9hzsQFzEid9I/esLzp0V606dmM/NwCVsxcS/LRVNex/JwCAArybIy5fzypx9IAiKwRQY2mVVkze6Orbes+zbnurqvpO+L0dxNbNwoff288fTz5/JlvATi0/YjruL3Qzob5W6lSL5ohr9zGySPJxO9KxGF38NaQj3jy65FUjA3joXbPkF6UwN6/6RA9hnYhulYkUTUrAzD1+AQObD5M3ba1sLrrP0MiIiIiIpejvne258DORIJC/GnVua5rf1hkMCPHDHZ9dgv5AgrWgUezEufH1Y/E77MlVDiWy4DnnMe8fD3xC/IhIzWbayqE0vX+TlQLD+KniDCCK1UokYgEqF8nktEv3HhGbDa7neHf/MS6wwk817MLfRvXPaNNcRUqBvHctFHnvedCuwOrpeR4zuFwkLDnGJWqhlMjIpTKA68mOTkTi9WCn58z0ejubsWzaCmUP3hW8GJXxlFqeUSSsDWRbSt20/mWtlSLCeX6zvXZtjuRgf1anjemmePm88WrM533ER5Ap/6nzzl5KosFm/fx7b2fk3ckjSXT1/D13jHn7fOv3NOnN52zWgHww287Sc3MAcDf24DDGXiGeVDoMBn76nQyrCYZ2SG8On0Y7aI8GL3Qhj3QAQ6THq1r061VHXpZ67v6Hnl7R0KDfPGxm3w7czMAh4peqAUoKChk84bDxNWsyFNNruGZr5NZ4XaKPMPO64Pe58mJ9+MT6MujN39IJgZY3Ni/5zi9bmxBlbhwqsSFA7Dg2Xs5eDKVxtUisWgGpIiIiEiZUxbgMhYWFcKb858/bztvXy9aXd/sjP0tuzfhs51jsLpbqFTF+T/kVncr769+jd1r9tG0a0PXG5oD/3vm4O6vpJ1IZ8nUlQD8Mn7ueZORpbF4ygpev2MsMXWieHfpS/j4O2c0fvTQ5/z4wRyq1I9mzIpXGNHi/4jfnUjfB7tz71uDqNaoCpXjKhFTu2TJlpdufptVs9YTVasyKYlp5GbmsmjKcsaueJUHxgwpdVx+xcqJ/rmk6csD3mXTgm24FQ1W/Sv4nTURmZeTz6pZ66jVIg53L3dW/rSO5tc2IqLa2deqjKpZuWjW5zx8Arzx8fcmPekUhQV2V5uKMaH0uu9aNi7YytpfNxG/6yiczkWzdvZGZrw32zUrEcA30Jdm1zYiKy2b+98dzLblu7jj2Ztcx8cOn8DsT52J6Vuf6sfq2Rtcx3av3ceU0TN5YOwQ8rLyXPtj6kQSFl1yfRO/ID8a/o1SvCIiIvK/xsBBWf4R2Dh/ExH52yrHhvLWt8PP285w8wevq8/Y3/H6xlSrXRkvHw/CIoIAZ6nR92eP4sCORJp1rI170XIPg18ccEGxxaeeYum+QwBMXb/1vMnI0pi+YiuvfD+fejGVmDDyRjyLXqx8864PmfflEuq0rsFrc5/j7mGfcfJkBoMGtuOBh6+jfsNoqlYPJyw8oER/j6yfyKb0Q9TyjCC53xZs+TbWzd3KKz+O4skHupU6ruLLpfx56ZSHxs1kZ/xJrB2iCf467azLcABkZ+Swdt426rWKw264sW7lPlq1r0lYxYCztq/mV5HRL//EvJW78Kvlg7+3J/b8XHI9DNwcgGkSWymE9l3qsWVvIiunbWV5zim0AjukAAAgAElEQVQK7jBxC7NTsNWPnw/so/bqbQxo18jVb1CAD/f3twCFeB67kQNbjzD4udNj0jde+oklC3fi5+PBjXc2Z1F+ErZID7xS7GxZsJEf35/DzU/0Iz/PBhYLWNyoWacy/n8q9Roc4EtwwN9bZkZERET+l2hMeqkoGXkF++qlaexYuRvD4sax/ScY8f7dNO3SgJCICrTt0+If9V2hYhCdBrRj9c/r6X5PF1657T2S4pN5dML9ZyQFS2vh98sptNk5sOUw+zcdokEHZ7nTLUt2AHBoWzyJ+08QvzsRgO0rdmN1t9Ll9g4U5BXw0cOfU5BnY+jogfgG+HBom/PtyoSi9oBr3coL0fGmNnj7PYVpmrTq0bTEsYI8GwDuHlbue3fwGcf/MHrwByydtgr/YD/CokI4sOUwoZHBfBs/7qztTdPkp49+xeEwsXq48238OIY2eNT1xuiNj/Xintdux2K10GlAWwbXHOlc49E83YfdZmfKWzNLJCM3L97OqKufB+CBsUN4dspjJa6bWLS+ZG5WHhOf+vaMuBpcVRcPLw9e/uVJ1vyygZY9mlCnTS08PN3PaCsiIiIiIlcu0zSZ+NQ37N96GDMmkpSUbB55pjd1GkQRHhlMeGTwP+o/JjiITjWrsvbwUfrWr8OL93xKdkYuj75zOxWj/l7fs9ftwu4w2XLoGEeS0qlR2fnS5ZbFzjHprtX7SDyaii3/ONVjctm2PQEPTytduzckJ7eAdz78HYvFjfvu6oinpzv7s5zjqz3pifjnO8eOhbbCC46r+6AOBIX64+nrQdOOJZOu+UX9eQV689i4obTs2vCsfbx81zg2Lt5JSKUgLNUqc+LYKWZWXcOEKWdPNmdn5zP3160AxB42+fqHodzabyxJSZlY7DCoX1MG39UFNzc3ujY+xbAftpMZaUKtfAzAUieHvI2eTJy7pkQy0sybj5l+PwADRryJ4T2ixHWPHXVW/8nKzue96UuwVQ6AChY80my4GQb129cmMNiX58cNZtPK/bS+tj4160VisWr2o4iIiEh5UjLyCnV4RzxfPPd9iX1T35pJ0y4NLkr/hmHw9DcPA7D8xzV8/MgkAKa/+zMPj7v3b/XZ5farWP/7ZkIjg6nZorpr/7A37+Crl6bRqkdTwqNC8PLzIi8rj9i6Ua42875cwoyxswGoGBvGrU/249EJ9zFj7GzW/LIBu92BXwVfnp16Ovm2d8MBfvrwV9r0bnHe5GzL7k04uO0IQ+o+jH+wHy/NfIKAEH+e/uYhfp24kKbXNPjLtSLTTzhLmuZk5JKb7ZxVmJ+Tj2maJUrr/iEpIQWHw5lZDAp3rovy4If3MOXNmbTp1Zzrh3UFYN3vm3m2zxt4+Xpy+zM38PvkxSQVrT0C0K5vyZI/R3YedW2nHE1l+phfqNm8OvXb1XZe44N7eGXAuxzYctjVzj/Yj6e+eZiY2pUJjwkDoFHHejTSzEcRERERETmHHSv38N0bP4K/L241nYm4Gd+uok6DC6vKcy5Wixuf3O5cZ3DulNWs/M2ZOPt58jLufqr33+qzR8vabEw6TmxwEFUrnk5oDn/vLqa+/ROdbmlHXHX46t2f8HTP4WTu6THpzNkbmTl7EwCx0SH0vb4Jzza4mRkHV7H5NWdVoeCIIB7/9D7XOeuS4pl2cDM9Y+rSvlK1v4ytTY/GbN93jBsf+YyI0ABef7QPvt4evDu0N7+s3UnHBtWoV7Qu59mkJWUAkJmejVeu8/vIzys4Z/vkhFSMrFxMHy8Crc4x6yOP92Dm9HV07lqfLtc6S68u/WUTb4z4Av+wAPr16chUVpBCFsZBCzhMutevUaLflNQEgovyhrnZJ/ll9hoaNYihZk1n7I/+3/W8+p9viF+xE/dCP2yVAwj18+HtV/sRGTqM0EjnmpzNOtSiWYdaf/nMREREROTSUTLyChVSOZjQyGCSj6YSGBpARkombfucfy2Kv6NG06oEhQWQkZpF03O8hflnaSfSea7faLJP5WAvtGMvdCYL87LzSdhzjC2LtrvWCmnWtRGNOtXjgxGfcW/jUa4SoRkpma7+KlULxzDANCG6tnPdwkPb4jl24ASRNSMw3NwY+dE9BEdUYPGUFVRrFMvowR9waFs8v01aRKvrm/LI+HsJrlThnDH/9vlCZylUYPUvG+g6qCPhMWEMev7m897vY5/dz4wxs2l6TUMia0aw4OultO3bskQi0lZgw93DOcPQw8sdTx8P8nMK8C8qE9vwqro0vKrkW7BrZm/Alm/Dlm+jcrWKZKVmAWCxuuGwm9RvX7tE+7mTFzmPu1s4suso373xI+4eViYf+JDQysHE1I7k/dWv8fPHvxNUMZB6bWsREOKHt1/JkjciIiIipWGaYDfLrmyNaZ6/jYiUj4hq4QSE+JORnoO/rwfZeTZaX1U2yaPaTavgG+BNfm4BjdvWOP8JwNH0DB78bhYFlkKyKmVhNdzw2+1BtlshO9KT2ZZ4gsbREYDzJc+2fRpgT3uOw1vfJ6aScw3F8Aqn1zqMqBiEYThf3I0umvXZznsRLaN/4du2lViVG8OjH9+Db4A3i6atonbz6jy0ZQbHczOZcWAr/VPr8+SdXQnw9TpnzDPmb+boiXSOnkhnw44jdGgWR2x4BYZf3/a89/vEJ3cz+4sltO7WiMDKwSxbsJNOXU+v5WiaJoU2u6tsrpePBx75BeR5uOEX5ANAyzZxtGwTV6Lf1fO2YS90kH4sndjgQIz/ZOPjC2ktA3CzGtSrUblE+xHv2GhXqxV+3m7s3u7NmnUL8PJyZ8p3D+Dn60VczUp8+M1wfv74dyKqV6Rqh9oEB/jg7aFqPCIiInLhNCa9dJSMvEL5BfkyfsvbnDySTJX60eRl5eEbWDbrJYTHhDF5/wfk5RRQITzwnO1ys/NY9sNqajavxpbFO9i5am/JBgedvyxWN0KjQkocWjFzLb9MmOf6HBYdwtA37gDgwJbDvHTTO3h4exAYGsDOlXto17cl40ZNxl54uixrZkoWY++fwG+TFuLj703tVnEc2haPaZqs+nk9M8bOoc+Ibkx4/EvCokIY8uptJdZ/bNe3JbMnzMM30IdGnUq3HklWejYfPfw5Vncrw8fc5Vqj866Xb3W1yc/N55GrnmX/xoM8Mv4+ug3pTFBYIHVa12TTgm3sXruf379YxLV3djqj/573Xcu2ZTsJDAugXvvarrUr7YUOANbP3Uz3u7sAznUr/yjz6unlgeHm/I+ww+HAdJz+r6aHpzv9H76+VPcnIiIiIiJyNsGVKjBx53ukHk8npnYU+fk2fHw9y+Ra0XEV+WLV8xTaCgk8x5qJABm5eSzYup+m1SKZs2MPO46dxB5qw5Fjw8Ow82qTlfh723l9xdWE+vmUPDn3J9wKfiSmEmzdHY6vf2WqNxwJwPbN8bz39HT83SAoP5ddv26kacMQzKx3sRpwTe9DfPNeU3Kz8njj7k9YMWs9gaH+VJrQnOO5mZjZJvPX7KVOlUp0rRPDZ09+TWydaO4otpYiQOeWNZm7YjdhwX7U/1OS71zSkzL45OkpBAT7Muylm13JxrhaEa42WadyeLTfexw7lMzj7w+iw/WNqRgdQlTH2uzZf5K1R06yeM1eOrY8M9Hbd0hHDmw/SqXoEGIaR2MP8sDucGCzAKbJqr1HuLZRTed10rM5cSCZbxIbE+TrRd2gYuPXYn/I8/b14qZRf292q4iIiIiUDxXNv4L5V/CjeqMqWCyWC0pEJu4/zrhRk1n768ZSn+Pt5+1KRCYlpLBh3hbs9pLrM75990eMHvwBI9s8Tc3m1QkKD8TL15PAsABXEg0gonpFRt/5Act/XOPaV6V+DO7F1iWs2aw6VepFA7D6l/VkpWeTn1PAySPJTHnrJ04eSab5dafXpfjjvtJOpgOQl53H/e/dxf3vDMbDyx03N4M6rWrw7avTWfDNMr4fPZO1c0ref4MOdZiROomvD3/sKlfqcDh46ZZ36B96F3MnLz7jucz6+HfmTl7MnM/mM/eLRWfEk5GSSfyuRPauP4DDYbLw++Wu43GNq7q237zrwxJld/9IssbUjuSjdaN55rtHGHX182SfyqF64yp0uqUttVvVYMAT/Vzn/PzJ7+RmOmeVhkQGc/szN2B1t2AvdDDn0/lnxC4iIiIiIvJPBIYGULV+DBar2wUlIg/viOeTx75g8+LtpT7H19/LlYg8fjiJTYt3YP7pVfVRk3/hv9//zsCx39G6ajQBXp4EFHgT6O5F76Aj9Km7n85VD/FMxyM8NOVnVuw/vXwF7nWwO9yxOwwmLW/C92sGY1hjAFi2dCfHIwxSK5icPJzC5Jemk5NhgHszACJiC3j2k10kJSSTdtK5hEdWeg5jG/XiiaqdCVnng8XiRt2qFZn03+9YPGUlk1+Ywrblu0rE37ZJNeZ/NoKp7wyhQoAzWWqzFfLf4ZO5peOrLJ+/44zn8sNHc1k0fQ0/fbqQZbM2lDiWsPcYmWnZ7NuWQPzeExTa7Cz9+fQ4uHqNSjgskBPuwX8+msU3v613HftjTBrXIJqPfn+C+8fcyi0/TWNPz0Bir4mlS91qNKlSmTuuauo657s3f8LckYj7oSSqx6czqH8LrAlJODbs4/dJi87/JYuIiIjIv5ZmRsp5FeQVUGiz4+PvLMU5evAHbF++m5kfzOG7xPEEBPuXuq+M1EzubTyKzNQs+jzQjRHv3+06lpmWDUB+bgGhUSF8lzAO0zSxulvZvW4fj171LAV5NhJ2HwPg40cm4VfBl0Yd6xFTO5LWPZux9IdVACyfuYaTR5IIjwkj+1ROiRgiqlVk+Yw1PPP9I9wZ9yCpx50JyMi4SnS8qQ1T355FTJ0o4ncl0n1oFzre0paCvAIiqlZk9ezTg7N9mw9zaHsCX704lY43t2XUxOFYrJYS1zpxKIklU53rf8z8cA5dB3UscTwwzB/DADeLhSr1Y1z7f5u0kLeGfIRfkC8frHmNDje2ZveaffR/6PSMxKGjB1KpahgfPDgRgMM7EwB4vv9olv+4ljuevYlrB3fClm/D4TBJPpoKwP5Nh2jUsR5Pf/tIiVhOJZ8ua5uRnIEtz0ahzTmA3Ln6T7NURURERC4Su96PFJHzyM+zYTpMvHw8AHj5lnc5tD2eX8bNZXrq567lLEoj6Wgq97V8mtysPG77vz7c+d8bXMcycvMByMkvoEZ4CMsfvxcDA4ubQfrJjRTaVmGxFDJtm5XtiSd5dc4iXu7VlcaxlTHcG/LWJ/eyPD+ZhJwKuB3bzYM5nQnw8eJ4GGRWdSZbLXvcqBVbhUWzt3DdjZPIPdIBX7902nRNJyE1jFHjhjLzk7nEtI9jZ2o6g5u2oE9cfUzTpFJIAL8UrecIcHhHAgtOpfDV0g3c0LoBT/TphPVPY9JDe0+ydtkeAH6ZuoZ2XUpW8fGuF0xBmBXfDIgtNhty+ge/Mu6Jb6gQHsiYxc/RonNdjuw9Ts9BHVxtHnnoOipWDeaDn1Y4r5WYit3u4Ok+b7Jp0Q6GvXYrrXs0BuC4l4PUghywwqZ9BxhFIHc8d0uJWE56W+g6MofBVy9j1/baFGTkYBxPxwj0Y9fWeERERETKgsakl4aSkXJWp5IzOHE4Cf9gP0a2eZrs9GxemPkELa5rjH/R26Revp4lZiOapokt34aHlwcF+TaWTF1JpaphuHu4E9ekKharhYyULDKL1i08uu9YiWve+cItVAgPpGWPJjzX9w3STpzi2amPUZBnI7JGJb458gkZKZm8edeH7Fy1lxOHkxh19fPc/swNDH5xAHvW73f15Rfki2+g803QyBqnB1Q3PtaLaW/P4uNHJ5EUn8y9bw3ig5ETCYsMISUxjda9mjPszTsYVH0EyUdTad2zGS/99H+u8+u3r83sonKwvgHeTHt7Fnk5+fw2aSHHD59k2Og7qNmsuqt9eEwoLbo1ZuP8rVx3V+cS97tt2U7GDv8UDIORH91Dgw51KMgr4NvXZrDut02As0xNwu5Enp3y2BnfkZubG30e6E5uVj77Nh7g7ldvJzsjh+U/rgVg9qfz+O71GRTa7Iz86B6sHlYKCwoB+GX8XLYt38Vrc54mIMSZTP5jJqnz+88kPCaUsOgQkuJT2LpkB/m5+Xh6l03ZJBERERERkeLSUrNIScnCHRg14GNstkJe+Xwo9ZpVcY1JfQJ9SlTRcTgcFNoceHhayS20MSd+J9U9g/FOM4irE4Gbmxupx9PJzXJWhEncd6LENUd1bsuP67fTrnEcd77zPXm2Qt65pyensnOpHlEHd+9FFNiyOJy9BEhh/7FUbv/ke57q0Jbbe7RifrKFFEcQuENIgC9e7s4/ucRWDoFNYFjghqeuZ/r4Fbwx4VdOpWUzYPAjFKS8x/bkJhwyCrmhbgSDXrmFa96byKlNefRuWJvRN3R3xdiwY12WzVgNgKe3B98u30RuQSHfLNlI5tSdDHuuHzE1Krnax1YPo37TWPZsP0rX3k1K3O/CxL0851iJ8XwU79fvTbV60ZiOLMzscfhYdjq/h5OnSD6ayotf3HvGd2S1WrijXyvyDAdHTqYztG8bUhJT2bjQOWN11vh5jHv0cwDunzUSS+UC7IaJx+Icpk3ZwJZdybz46RC8i2bFVm8VR/uo14mokEVE+3UQXoOAxjXIyMpnw75UTNPEMMpuTScRERERKTtKRsoZMtOyGNbwMVKPp9OmV3PSi8rErJ2zkRbXNebJrx5i+Yw11GlTE29fLwBys3J5uP1/ObQ9nohqFUk9luYc4BmACVff2o6nvn6YqBoRjPxoKDtW7ua2p/qz6PvlpJ44helwMOm/35GXnY/pMNm91plYfPX2MSTuO47hZvDJ+tFUa1SFdxa/yI/vz2HcqMkAfP3yD0TVrEz99rU5cSiJSlXDeWvh867Ss93v7oJfBV8+eHAi096e5brP3ev3c+/bd1KQZ+Ptez5m7AOfYnG30umWtq57TkpIKfFsutzegbTj6STuO06X2zuQl5XH5BemYMsvZPPC7Ux8+lte//UZV3uL1cKrs58+63M+uC3eVbrmVJJzVuL0937hq5emARAeG4rdZicjJeuc31VBXgFLf1jF3vUHqN+uDn0f7E6fB7qxZNpKmnRuwLyvlgDw8aNfuBKRvoE+ZJ/KYc+6/ayfu4WrB7QDnN/RnM/ms3nRduq3r02FSkGERYeSFJ9Cfm4BC75ZTve7O58zFhERERERkYshOSmDYYMmkJmZR7vW1cnKyAVg4/I91GtWhedn/IdVs9bTsGNdLBbnTMCMtGweuekDThxNI8TDwa7rPUhu5I3FBrHv59KnV0tGPNObWs2qMey1Wzm4LZ6BT/Vl/uwtZGbkYMvK58t3f8NWUIj1gUL2JiYDMPLTGRzJzcYzy8Yvj99NRHQVfrg3mvGL1vDxfGdlno/fm0Oclz8Na0SydPMBqoRX4JNRN+FRlIy8s31TggK9eGXf74y1rce9ux/uJ93ZfCqV23xv5dvNNXnjtyXA7/h5etA4KoLMPOcszeMZJceDvYdfR/apHNJOpNO+fytuWejG5MXr8dyZzvpNh/j6nV958uPBrvYenu68NWnoWZ/zrvSTOIpK1SZ7Oq9nZn8M2RO4th9sSuvG/JyaJAYa1DvHd5WdV8CvO/Zy6EQarfZUoWfLOnS9vT3r522lZpMqJGw/DG5ujH13KvYhzuVMfOqEUrA9g23rDrJjwyGadagFwA1XN2LP9hZEsBDToxMWNx+CwgLIyEoiMyOPlYt307ZT7dL+YyQiIiIi/yJKRsoZUhLTXKVL83LyaNGtMelJGfS871oAfPy9zyg3emh7Age2ONfLOLq32IzHoiU49qw74NrV675r6XXftfw8bi5j7h9/xvULCwupHFeJ9JOnSIp3JgNNh8nqOZuo1qgKVncr/Ub2YOvSnayY6ZwFePJIMv/5/AFufKQXkTUjXEnSP0TViCD1WFqJfc26OteMtHqc/tfA3dOKj783z04bxeqf19P7gW4lznFzc2PBt8vYv+kQB7fHM2bZy/S6/1qGNniMpIQU6rWp9RdPtqSugzqyf9MhbAU2eg93PtvAsADX8YzkLPKy8xhz//gznvcfEg+cYM86Z+J2ybSV9H2wOyPev5sR799NQV4B8bsT2b12HwW5BQC07dOCdv1aMea+cQSGBdCo0+kSPfk5+RwpKvUaUb0iFouFgc/cwFM9XgVg2YxVSkaKiIjIRecwVRJHREo6nniKzKL17E2rhUatq5OfZ6PrDS0ACAj259o7O5U4Z++2BBIPp+DwcifRy5tsL+eLn3aLiWmFPTuOutreMNI50/D7L5bx/rTF5FewEHAwH3e7AwPwSS+kUgV/cswCDoelUWiamPHubF6zm4jotnhYLQzt2IIdGw+xcdle/A7lkHQsndEP9mL/0RSqRATjWWycaRgGkRH+pO50LiHiCHDASWhyVU0A3C2nS6t6WCxUDPDjrRu7s/pgPIPbNCtxn4abwdzJi0jcf4ITh5N4edaTDGrRkPu7vk4GUKd5lVI/54FxzTiYmYqHxUL/Kg2L+g/GBEzc2BjkS3y+jRdnL6Rr3Rpn7WNvYjIHjjuXBJm3aS+9WtVl1PhhAGRn5HBg0wEO70vCujKV4OoetB7Ymq7+UYz/9WcqVgygVqPTy5VY3E5Ru9J6MMGwxgIwYHB7Rj83A4Al83YoGSkiIiIXncakl4aSkXKGKvWiGfLKbexYtZshL99K1Qax52ybn5vP4ikria0bRYcbWrFy1nrXDLzAsABadGtMSmIq7fq1cpVU2b5iNy/e+NaZnRnQumcz7n1zELlZebwz9BN2rHSubeEb6MP1w7q4mlqsFp6d+hhfvTSNvOx8+j3UA4vFQlyTqmeNs2qDWG56rBc7Vu2hSZeGBIb60/PergBcM/AqrO4WTBPXLME2vZrTplfzs/aVuO94id++gb5M2Po2SQmpJUqdno+XjycPfzKsxL7ud3chpHIwXr6efPfGj6yds5E6bWqe9fx9mw7yf9e+hKePBwEh/tw0qneJ4x5eHtz54i081eMVMJ3lav/z+QO8NnAsBXk20o6nY8svdLXPycwj/WQGAMf2O8sVNenSgPb9W7F3/QH6jbweERERERGRslavYRS3DWrH4YNJ3DO8C1HRwedsm2XL59f4XdSpFU7zjrVYu8s5TgtbbsWaVUj7ug3IrZNG5+vqu85Zv/YAr70wE9PbILmJNxgGNj8LlVbm0aZbQ4aOuJbrc3P476pfOepwvtQadcSk43VNXX14ult5b+SNfG3Mw+hocO2NLbFaLdSKDT9rnM1Co7m9elP2ZCTRvnJ1Kjb254ZWDQC4rUUj/L088PHw4Opa1QDoUb8WPeqf+bJrYUEhJ484Z23+MSYNDg/g00VPk56SRXRcxVI/Z38PL0a36lVyp88QDEsVDLdQcN8JHKNxVMRZz9++eh8v3fY+Qa0i8I0LZeDVTUsc9w3wYeAzN/LKnR9h2A3abPPmhcbdefaFaRRYLSRlF+BwmKdPcKSC6RyTYj8CQPvOdVjw61aOxqfQ66azj9FFRERE5N/PME3z/K0uM4ZhJERGRkYmJCSUdyj/09bM2ciExydzaHsCHl7ufLH3fRZ+u5zxj3/panPHczcx8/05ZKRm4RPgzbNTH+PlAe+SlZZdoi+L1Q0vXy9yMnJ5dMJ9zPzwV/ZtPOg6HlM3ks+2vXfJ7u2vrP11I/O/Xsp1d11Nk84Nyuw6hbZCjuw8SnTtyrh7uJ9x/MsXpjL5hSkAPDB2CH1HdD+jDcCRXQkc2ZVI46vrMaLlk66Zq25uBhN3jSEy7vTAcu7kxWxcsJWb/9PnghKrIiIiIn8WFRXF0aNHj5qmGXW244ZhJARXdI/8aFmjMothePvNpJ6wnTMGkbKiMemlsXj5bl6JX8B+IxU/d0+W9hzBD5NW8c3k5ZCWATsPcM8bA5k8cR4J7StSwcub0QP78MpT08nJt2G3wrG2XpjubgSk28hvC7lGIWPa9GPM5BUcNlMpiCvAKDS5dqkPH417tLxvGYCl01ezfMZqej/Qjbqtz/7y6sWQbyvkUEoa1cNCsFrOnDHwydPf8+O4+QD856MhdLm59Vn7ObDlMCfik6nToRZ9J3zL8Yws/A4XUGmPjS9nPUyFED9XWzPnW0zbZgzf4RjWmLP2JyIiIlIaGpP+u2hmpFwQu92BvdDO8YMnefp6Z/lOw9+PQg8PEg8nc9Oo3lRpEM1/e72OaToTahmpzjUucjJyGTP8U1ci0tvPk9ws57oUg56/mc+f+Q6A9fO2UKFioPOCRWtORtesfGlv9C+06NaEFt2alPl1rO5WqjU896zUTgPaMv+bpXh4udO2T4tztoupHUVM7SiyT2VzbL/zzdmg8ABGTXygRCISnKVjz1USVkRERORiMwE7ZVcS53/vtUsRKbQ7cJgOdu88xr0LZ2KrZgML5NgKOH4qk7uGdSIm3IcX35yBW5sa5BaanKwVSH5lX44Db0/6jaz8fHIrulPB5kbEtEMUhnpyx2u9eP34MjBhxYlDhPj5cPRIBh6rHIT+fIjq3VuV9627dOjfig79yz4eT3crtSqFnfP4Nbe0YcXsTQQG+9G8y7lWlYRqDWOp1jCWxPQM1xqYQTUq8PIDXUskIgEMn1sxuPXi3ICIiIjIeWhMeukoGSmllnoyg0f6jyUtOYu7R13n3OnujiUkBIDvP1nE0u+Wk5maib3QAcC3r84o0Ufb3s2Z/t4vmKZJXrZzHUOLxY3ud3chcd8J4vckMuCJvlSqGs6a2RsJiw4h5WgqLa8vWe5FILpWJJN2jy11e99AXx4Zfx8rZ63jpsd6Ub99nTKMTkRERERE5OKKT0nnjve/Jye/gBHtW1EYaYei5RYtB6x8lLOS8CA/0pOyKYgNBeDLmevxsdrJtJu4Fdjp3LgeEwo2kx9kJbvQQej8VAKOuTGgRUu2bU7lZG4WQ4LBlIkAACAASURBVGq1pEIdH1bsPkyU1Yv0q5Np3a3s3pi/XMU1jGHyxtdK3b5yUABPd+/E6oPx3N+xFfUql76krIiIiIg4GYYRCNwH9AXqAF5AIrASmGSa5tzznJ8KVCjl5dqYprnqH4TromSklNqSnzZwMjEdgHnT1tLsukasn7cN0+HAcHNj/Zz1rElxrqfxx4zGP/S6ryvdh15DjSbVSNx/nJU/rXO18fb3xtPHk1ETh5e43h/rN8rF021IZ7oN6VzeYYiIiIi42E2jvEMQkcvEz/M3kpKZA8DKdTtpUSOSNcRj5Bi4ZViZn7IfR9EKF77uYMk3ccuz45OWx0N+1bjuhlZUqxHBSls66w8exTAMsNvxDfTBx8ODMW36lbhej6a1nRsNq1zCu/zfdkfrJtzRuuwrDYmIiIiU1uU0JjUMoyUwHYj806GqRT+3GYYxHRhsmmbmWc6PofSJyItKyUgptfhN+3Hk5mJYLOxatJlv9o1l4/ytvDl0HIbVipmX52r76Pj7WPrDKhL3HadKgxgGv3wrAcH+AIz6bDizP51PtYaxpJ88RZ3WNfDx9y6v2xIREREREZHLQPJv23HPOoXpaWX3Fxv5+eA4fti+k9dmLsLAANME5xbPDLmG5V+vI7mCjRrtajL4we54+3oC8OagHsxcu4N64SFkNG5Cw451sVgt5XpvIiIiIiJ/xTCM6sBcIKBo10rgB+A4EAcMAyoD/QEvwzB6mqb550qxxct9vAhsPM9ld//TuP+gZKSUWrt+Lfl53O/Y7Q4qxoYRGOpP2z4tqPfpPJKPplKvXQsSdh+l/8M96XJbB7rf3eWs/QSE+DPgib6XOHoRERERERG5nHXu1ZKlN7yFaZrE1o3Cy9eT7vVqMWvdTjLzCmgcGEZ8egZ3d2/F1fWr07vj2UurhgX4cU+Xls4PDapfwjsQEREREfnbxnA6Efka8HTxZKNhGG8Ds4EOQA+gJzDrT30U/x/kSaZpHiy7cEtSMlJKrWmXBvyY/gVHdiYQXSsSDy8PPLw8eG/py+UdmoiIiIhclgwcuJVp/yLyv6Nd35ZMT5vE0d2JxNSNws3NjVB/X6aMuL28QxMRERGRy9LlMSYtKq/ao+jjZuCZP896NE0zyzCMh4H1Rbtu5dzJyAzg0EUJrpSUjJQL4u3rRa3mceUdhoiIiIiIiFyB/AJ8qNVCY1IRERERuaKEA/OBusA00zQd52i3rdh2lbMc/yMZue0sJVzLlJKRIiIiIiIiIiIiIiIiIv9CpmmuA7qWomnVYtvHih8wDMMX+GONgi0XKbRSUzJSRERERETKjd0sy5I4IiIiIiIiIuf2vzImNQzDCrxSbNf3f2rSAFw1abcWnROAc7akH3AC2GKaZmFZxKdkpIiIiIiIiIiIiIiIiMhlxDAMDyAS6Ag8zOkyrDOAaX9q3qjYtpthGDOB6wFLsf3phmGMB14xTTPjYsaqZKSIiIiIiIiIiIiIiIjIZaKo7GrWn3YXAG8AL59lXcmGxbbfP0e3QcDjQC/DMLqZpnnkogTL6SmZIiIiIiIil5QJODDK7Mcs7xsUERERERGRf61LNCatZBhGwrl+/kH40WfZ5wFci3Om5J8VnxmZD7wG1AG8gErAHcD+ouN1gFmGYXj/g/hKUDJSRERERERERERERERE5PJhB/4D3AIMB34r2t8K+M0wjKF/ah9V9DsbuMo0zadM09xlmma+aZonTNP8CmgBbClq1xAYcbGCVZlWERERERERERERERERkYvvuGmaUedvdmFM09wLvFVs18eGYdwFfAYYwPuGYcw3TfNAUfsqhmEEAv6maZ51RqZpmmmGYQwB1hXtug9482LEq2SkiIiIiIiUG7upYi0iIiIiIiJSPv6XxqSmaX5uGEZLnElET+Be4Ilix08Bp87Tx3rDMHYAdYFqhmFEmqZ59J/G9r/zlEVERERERERERERERESuXJ8U2273N/vYWWy78j+IxUXJSBEREREREREREREREZHL365i2+F/sw/bxQikOJVpFRERERGRcmPX+5EiIiIiIiJSTi6HMalhGLcBfYDqwM1/rAN5Dl7FtjOLzm8AdMWZnPzdNM0F57lk8TUuEy884jMpGSkiIiIiIiIiIiIiIiLy71QbuLlouwfwwV+0bV1s+49yq/WBt4u2I4FzJiMNwwgCmhd9jL8Y60WCyrSKiIiIiIiIiIiIiIiI/FvNLrY93DAMy9kaGYZhAE8U2zWj6PdCwF603c8wjEp/ca3HOT278ou/EetZKRkpIiIiIiLlxMBhlt0PGOV9gyIiIiIiIvKvdXmMSU3TXAUsK/pYB3i3KPF4+k4Mww14D7i6aNdGYHrR+ceB74v2+wLfGIbhd8bTMIy7OJ3MPFnU30WhMq0iIiIiIiIiIiIiIiIi/15DgRVABeBBoJVhGF8Bx4EqwCCc5VgBUnGuLWkWO/8xoAMQjTNhud0wjPHAHiAU6A9cU9S2ABhommbKxQpeyUgRERERERERERERERGRfynTNHcZhnENztmOsUDLop8/2wn0M01z35/OP24YRhfgB6ABEAO8fJbzTwKDTdOcezHjVzJSRERERETKhQnYy3DlCPP8TUREREREROQKdbmNSU3T3GAYRj2csyT740wq+uKcCbkRmAJ8aZpm4TnO32sYRnPgduAWoAnOmZangP3Aj8A40zTTLnLoSkaKiIiIiIj8E4ZhDAc+BGaaptm3FO3jgEeBrjhL5OTgHPhNAT4xTTOzDMMVERERERGRy5Rpmtk413L8W+s5mqZZAHxe9HPJKBkpIiIiIiLyNxmGUQd44wLaDwAmAt7FdnsCzYt+7jUMo49pmtsvaqAiIiIiIiIi5UTJSBERERERKTcOs+xK4pQ1wzCqAnMAv1K2vwr4CrAANuAzYBngD9wKXAVUB342DKO5aZopZRG3iIiIiIiIOF3OY9LLiZ6yiIiIiIjIBTIMowOwAogtZXsrMAFnIrIA6Gaa5v2maX5tmuYnQCfgzaLmVYDnL3LIIiIiIiIiIuVCyUgRERERESk3dowy+ykLhmF4GIbxJLAAqHQBp/YFahZtf2ya5oLiB03TNIEngHVFu4YZhhH2T+MVERERERGRc7vcxqSXKyUjRURERERESsEwjGuAHcCrOJe8KAReKeXpA4ptf3i2BkUJyfeLPnoA/f5epCIiIiIiIiL/HkpGioiIiIiIlM5AnGs6gjMp2Q74tJTndir6fcQ0zb1/0W5+se3uFxSdiIiIiIiIyL+QtbwDEBERERGRK5MJOMyyez/SLJtuU3DOhvzQNM0CwzCqnO8EwzAqAyFFH7f+VVvTNI8ahnEKCAQa/bNQRURERERE5Fwu0zHpZUnJSBERERERkdL5ABhummbOBZ5Xpdj2oVK0j8eZjIw2DMMoKt8qIiIiIiIicllSmVYREREREZFSME1z3d9IRAKEFdtOLkX71KLfVpxJSREREREREZHLlmZGioiIiIhIubFjlPUlKhmGkXCug6ZpRpV1AIBPse28UrQv3sYHSL+44YiIiIiIiAhckjGpoJmRIiIiIiIiZc292HZ+KdoXb6MXSEVEREREROSypoGtiIiIiIj8Lzt+iWY//pXcYtsepWjvWWy74CLHIiIiIiIiInJJKRkpIiIiIiLlxMBhlmWxln9NuZ2sYttepWhfvE3uOVuJiIiIiIjIP3DFjEnLncq0ioiIiIiIlK20YtshpWgfXPQ73zTNU2UQj4iIiIiIiMglo2SkiIiIiIhI2dpdbDumFO3/aHO4DGIRERERERERuaRUplVERERERMqHCfayLIljll3XF8I0zTTDMI4BEUC9v2prGEYUEFD0cWtZxyYiIiIiInLFukLGpP8GmhkpIiIiIiJS9hYV/Y4zDCP6L9p1Kba9sOzCEREREREREbk0lIwUEREREREpe1OLbY88WwPDMAzgwaKPhcAPZR2UiIiIiIiISFlTmVYRERERESkXJuDAKNP+/0V+xrl2ZC3gYcMwlpimOeuPg0WJyNFAs6JdX5mmefzShykiIiIiInJluMLGpOVKyUgREREREZEyZpqmzTCMB4DfcY7DfjQM40tgHuAD3A5cVdT8GPBEuQQqIiIiIiIicpEpGSkiIiIiInIJmKY53zCMO4EJgBdwZ9FPcfFAD9M0T17q+ERERERERETKgpKRIiIiIiJSbuzmlbWMvWmaXxmGsQp4GLgOiMRZvWcPMAMYY5rmqXIMUURERERE5IpxpY1Jy4uSkSIiIiIiIn+TaZqH4MIWGTFNcx8wokwCEhEREREREfmXUcpXRERERERERERERERERMqEZkaKiIiIiEi5cZgXNKlQRERERERE5KLRmPTS0MxIERERERERERERERERESkTSkaKiIiIiIiIiIiIiIiISJlQmVYRERERESkXJgb2Mnw/0kTldkREREREROTsNCa9dDQzUkRERERERERERERERETKhGZGioiIiIhIuXGYelNUREREREREyofGpJeGZkaKiIiIiIiIiIiIiIiISJlQMlJEREREREREREREREREyoTKtIqIiIiISLlx6P1IERERERERKScak14aesoiIiIiIiIiIiIiIiIiUiaUjBQRERERERERERERERGRMqEyrSIiIiIiUm7splHeIYiIiIiIiMgVSmPSS0MzI0VERERERERERERERESkTCgZKSIiIiIiIiIiIiIiIiJlQmVaRURERESkXJiAowxL4phl1rOIiIiIiIhc7jQmvXQ0M1JEREREREREREREREREyoSSkSIiIiIiIiIiIiIiIiJSJlSmVUREREREyo3D1PuRIiIiIiIiUj40Jr009JRFREREREREREREREREpEwoGSkiIiIiIiIiIiIiIiIiZUJlWkVEREREpNzYMco7BBEREREREblCaUx6aWhmpIiIiIiIiIiIiIiIiIiUCSUjRURERERERERERERERKRMqEyriIiIiIiUEwOHWZYlcVRuR0RERERERM5FY9JLRTMjRURERERERERERERERKRMKBkpIiIiIiIiIiIiIiIiImVCZVpFRERERKTcOEy9HykiIiIiIiLlQ2PSS0NPWURERERERERERERERETKhJKRIiIiIiIiIiIiIiIiIlImVKZVRERERETKhQk4MMq0fxEREREREZGz0Zj00tHMSBEREREREREREREREREpE5oZKSIiIiIi5cZult1bqCIiIiIiIiJ/RWPSS0MzI0VERERERERERERERESkTCgZKSIiIiIiIiIiIiIiIiJlQmVaRURERESkfJjgMMvw/cj/Z+++oy+7q7rxv/ckmYQUwqRAICEk4EML9QEhooB0sFFEivggTRAEBZRqA4RHinRpQYUAKr0IP6QHBIHQpSOEEhIIEJIQ0svs3x/3jnMzz5TvzJx7z7e8XmuddT/n3M/5nD2ZWVlrr30/+/T8lgYAAGCFk5MujJ2RAAAAAAAAwFwoRgIAAAAAAABzoU0rAAAwmo1dY4cAAADAGiUnXQw7IwEAAAAAAIC5UIwEAAAAAAAA5kKbVgAAYBSdZGPm1xKn57YyAAAAK52cdHHsjAQAAAAAAADmQjESAAAAAAAAmAttWgEAgJFUNvb8WuJkju12AAAAWOnkpItiZyQAAAAAAAAsc1V1YFU9oao+UVVnVdUFVfXtqvrnqrrDEte4cVUdX1XfraoLq+onVfWxqnp4Va2fR9x2RgIAAAAAAMAyVlU3S/LWJIdv8dXR0+N3q+qtSR7Q3T/fxhqPTfLsJHvMXD5kevxykgdX1V27+9QhY1eMBAAARrOxNWsBAABgHCslJ62qayR5f5LLTy99IslbkpyW5BeSPDTJVZLcI8k+VfUb3d1brHG/JM+dnp6b5GVJPpvkikkelOSGSW6S5O1V9SvdfeFQ8StGAgAAAAAAwPL1wmwuRP5tkj+fLTZW1XOTvDvJLZP8WpLfSPLOme+vkORF09Ozktyyu7888/3Lkhyf5L5JbprkkdlcuNxtK6PkCwAAAAAAAGtMVR2ZSYExSf4ryV9sueuxu89J8uiZS/fdYpmHJDloOn7qbCFyev/FSR6YZFN71idU1WAbGhUjAQCA0WzsmtsBAAAA27NCctIrJvlgkh8keXN3b9zGvNkC41FbfHef6edFSV65tZunbVmPm54emuS2uxLs1ihGAgAAAAAAwDLU3Z/p7jt09+Hd/fTtTD16ZvzDTYOqOjDJjaenn+zuc7ezxgdnxnfZ+Wi3TjESAAAAAAAAVqhpS9VnzFx6w8z4mGyuB35pB0t9ZWZ8wwFCS5IM1u8VAABgZ3SSjZlfO9Xe8RQAAADWqJWek1bV+iSHJ7l1Ju+L3FQ8fFuSN89MPWpm/N3trdndZ1XVOUn2T3K1oWJVjAQAAAAAAIAVoqr2S3LOFpcvSvKsJE/f4r2Sh86MT1/C8mdkUow8eLeCnKEYCQAAAAAAAMM7rKpO2daX3X3ELq571a1cW5/kjkk+muT9M9f3nRlfsIS1N83Zd7uzdoJiJAAAMJqNPb+WOAAAALA9KzgnvTTJ45KcnMkOxrsmuVOSmyd5b1U9rLtfOZ2718x9Fy5h7U1zBqshKkYCAAAAAADA8E7bjd2P29Td30zydzOXXlZVD0zyj0kqyYur6oPd/e0k58/MW7+E5feefl40SLBJ1g21EAAAwM7a2DW3AwAAALZnNeWk3f2qJK+Ynu6d5GHT8ey7JfdZwlKb5py/3Vk7QTESAAAAAAAAVr6Xz4x/efp55sy1g5ewxkHTzx8PElEUIwEAAAAAAGA1+PrM+IrTz2/MXDtyezdX1YYk+09PvztUUN4ZCQAAjEY7VQAAAMayEnLSqvrdJHdNco0k95q+B3JbZtuw/nz6+fUkGzPZoHjMDh43+/2XdjLUbbIzEgAAAAAAAJanaye5V5KbJPm1Hcw9dmb8tSTp7vOTnDi9douq2t57I283Mz5hJ+PcJsVIAAAAAAAAWJ7ePTN+RFXtsbVJVVVJnjBz6W0z4zdNP/dN8uBt3L9PkodOT3+a5AO7FO1WKEYCAACj2dg1twMAAAC2ZyXkpN39ySQfm55eJ8nzp4XH/1FV65K8IMltppc+n+StM1NeneT06fiZVfWLW9y/V5JXJbnK9NKLu/vCof4M3hkJAAAAAAAAy9cfJPl4kg1JHpXk5lX1uiSnJTkqyf2TXG8694xM3i3Zm27u7jOr6nGZFBz3T/LRqjouySeTHJTJbskbTad/OcmzhwxeMRIAAAAAAACWqe7+elXdPpPdjldLcrPpsaWvJbl7d39rK2u8uqqulOQZSfbOpKj5qC2mfTnJnafvmRyMYiQAADCKTrIx82un2jueAgAAwBq10nLS7v5cVR2TyS7JeyS5fpL9MtkJ+fkkb0zy2u6+ZDtrPKuq3pfkjzNp6XpYkouSfCXJG5K8bMj2rJsoRgIAAAAAAMAy193nZvJuyBfsxhqfT/LAwYJagnWLfBgAAAAAAACwdtgZCQAAjKMrG3t+LXEyz7UBAABY2eSkC2NnJAAAAAAAADAXipEAAAAAAADAXGjTCgAAjGauLXEAAABgO+Ski2FnJAAAAAAAADAXipEAAAAAAADAXGjTCgAAjEZLHAAAAMYiJ10MOyMBAAAAAACAuVCMBAAAAAAAAOZCm1YAAGAUnfm2xOm5rQwAAMBKJyddHDsjAQAAAAAAgLlQjAQAAAAAAADmQptWAABgND3HljgAAACwPXLSxbAzEgAAAAAAAJgLOyMBAIDRbIxfoQIAADAOOeli2BkJAAAAAAAAzIViJAAAAAAAADAX2rQCAACj2dha4gAAADAOOeli2BkJAAAAAAAAzIViJAAAAAAAADAX2rQCAACjaS1xAAAAGImcdDHsjAQAAAAAAADmQjESAAAAAAAAmAttWgEAgNFs1BIHAACAkchJF8POSAAAAAAAAGAuFCMBAAAAAACAudCmFQAAGEWn0nNsidPRbgcAAICtk5Mujp2RAAAAAAAAwFwoRgIAAAAAAABzoU0rAAAwjk42zrElTnp+SwMAALDCyUkXxs5IAAAAAAAAYC4UIwEAAAAAAIC50KYVAAAYTWtbAwAAwEjkpIthZyQAAAAAAAAwF4qRAAAAAAAAwFxo0woAAIxmY2rsEAAAAFij5KSLYWckAAAAAAAAMBeKkQAAAAAAAMBcaNMKAACMpltLHAAAAMYhJ10MOyMBAAAAAACAubAzEgAAGM1Gv0IFAABgJHLSxbAzEgAAYImqas+qekBVva+qflJVF1XV6VV1QlU9oqr2GTtGAAAAWE7sjAQAAFiCqrpiknckOXaLrw5O8qvT4xFVddfuPmmx0QEAAMDypBgJAACMpnvsCJamqvZI8m9Jbj699IMkxyX5VpIjkzwoyS8kOSbJ+6rqxt199hixAgAAsDQrJSdd6RQjAQAAduz+2VyI/EiS35otNlbV85P8a5K7Jbl6kscn+YtFBwkAAADLjXdGAgAA7NjvzIwftuWux+6+IMlDk1w8vXTPRQUGAAAAy5mdkQAAwCg6SXfNdf0BHT39PK+7v7HV53X/pKpOSnLtJEcN+3gAAACGtMJy0hXNzkgAAIAd27QT8nJVddDWJlTVuiSHTk9/vJCoAAAAYJlTjAQAANixE6efleTPtjHnQUkOno7fM/eIAAAAYAXQphUAABjNPFviDOx5SX4/yeWTPLGqrpTkBUlOSnJEJoXIP53O/X6Sp40RJAAAAEu3gnLSFc3OSAAAgB3o7u8muWOS72WyO/JBSb6Y5Nwk30jyhCR7JHlbklt29ynjRAoAAADLi52RAADAanZYVW2zMNjdRyx1oe4+sarumeQdSa6ylSkXJPl6knN2OkoAAABYpRQjAQCA0WxcIS1xqmrPJP+QSavWJPl0ktcnOSXJlZL8dpJbJ3lSkvtX1a9297fGiBUAAIClWSk56UqnGAkAAKxmp+3M7sfteG2S+0zHT+/uv9zi+xdX1cOSvCzJ4Uk+VFXHdPfPB3g2AAAArFjeGQkAALAdVXWrbC5EvnsrhcgkSXe/IsmLp6dXTfKIBYQHAAAAy5piJAAAMJru+R0DusfM+IU7mPvcmfFvDhoFAAAAg1ohOemKpxgJAACwfdecGX9xexO7++Qkp09PrzG3iAAAAGCFUIwEAABYun2WMGfTb2AvnWcgAAAAsBLsOXYAAADAGtVJd811/YGcMjO+aZLvbmtiVR2W5JDp6TbnAQAAMLKVk5OueHZGAgAAbN/7Z8aPqqrtZat/nGTT9++ZX0gAAACwMihGAgAAbN/bk3xrOr5VkudV1R5bTqqqeyd5/PT0Z0letpjwAAAAYPnSphUAABhJzbclToZZu7svrqrfS/LhTN4Z+egkd6qq1yU5KcmGJL+V5C6bbknygO7+6SABAAAAMAcrIyddDRQjAQAAdqC7T6yqOyR5Y5IrJ7lOkmdsZerZmRQi377I+AAAAGC5UowEAABG02MHsBO6+2NV9b+SPCTJXZNcL5NdkT9P8t9J3p3kJXZEAgAArAwrKSddyRQjAQAAlqi7z03ywukBAAAA7MC6sQMAAAAAAAAAVic7IwEAgNF019ghAAAAsEbJSRfDzkgAAAAAAABgLhQjAQAAAAAAYAWoqv2r6tFV9cGq+nFVXVRVZ1TViVX111V18A7uP6OqeonHsUPErE0rAAAwnh47AAAAANasFZaTTouDb0pyxBZfbUhys+nx6Kq6b3e/Zyv3Hzmdu1CKkQAAAAAAALCMVdW1krwnyYHTS59I8sYkpya5YpJ7JLltkiskeUdV3aa7P77FMjecGT8tyed38Nhv7G7ciWIkAAAAAAAALHcvzOZC5FO7+ylbfP+SqnpMkuclWZ/klVV1g+6+dGbObDHy1d39nblFO0MxEgAAGEUn6a65rg8AAABbs5Jy0qo6Ksmdpqf/uZVC5OSZ3c+vqlsnuWuS6ya5ZZIPz0zZVIw8O8l3Bwxxu9Yt6kEAAAAAAADATrvjzPi1O5j7hpnxsVt8t6kY+eXuXthveBUjAQAAAAAAYHn7cpKfZcfvcTxjZrxh06Cq9ktyjenpF4cNbfu0aQUAAEazuN9hAgAAwGWtlJy0u49LctwSpx8zMz59Znz9bN6k+KUkqarLZ7Jbcv8kP0ryxe6+ZPei/X8pRgIAAAAAAMAKV1Xrkjx45tInZsY3nBmvq6p3JPn1JHvMXD+rqo5L8ozuPnuouLRpBQAAAAAAgJXvkUmuOx1/K5ctRt5gZvziJL+VyxYik+QKSR6f5JNVdeRQQdkZCQAAjKa7xg4BAACANWoBOelhVXXKtp/fRwz1oKq6RZLnzFx6cndfOnM+uzPywiTPS/KaJN/JpAh5hyRPyeS9ktdJ8s6qOra7z9/d2OyMBAAAAAAAgBWqqm6Y5F1J1k8vvaa737TFtE2Fz3OT3Kq7n9zdX+/uC7v7R939uiS/mOSL03k3yGSn5W6zMxIAAAAAAACGd9qQux+3pqpuluQ9STZML52Y5OFbzuvuo6rqwCQHdPdWd2t295lV9aAkn5le+sNcdrflLlGMBAAAxqNNKwAAAGNZ4TlpVd0lyRuT7D+99Lkkd+nu87Y2v7t/luRn21uzuz9bVV/N5N2TV6+qw7v71N2JU5tWAAAAAAAAWEGq6qFJ3pnNhchPJrldd585wPJfmxlfZXcXU4wEAAAAAACAFaKqnpHkFUn2mF56T5Lbd/dZAz3i4oHWSaJNKwAAMKLusSMAAABgrVqJOWlVvSTJI2YuHZ/kId19yXbuuX6SOyS5YpL3dfeHdvCY2fdc/mBXY91EMRIAAAAAAACWuap6di5biHxmdz9pCbdeL8lzp+PDk2yzGFlVV0hy0+np93f3fZGJNq0AAAAAAACwrFXVvZI8bubSE5dYiEySE5JcOh3fvaoO287cxyfZZzo+fuei3DrFSAAAYBy9gAMAAAC2ZgXlpFV1aJKXz1x6YXc/a6n3z6WzpwAAIABJREFUd/dpSd4wPd0vyb9U1f5bec4DkzxhevrjJC/YtYgvS5tWAAAAAAAAWL4ek2TDdHxmko9X1d2WcN/J3f256fhPk9wyyVWT3CbJV6rquCT/neSQJPdIcvvp3IuS/F53/3SI4BUjAQCA0XTX2CEAAACwRq2gnPQBM+MN2bzLcUeO33Rvd59WVbdL8pYk109yZJKnb+WeHyd5QHe/f1eD3ZJiJAAAAAAAACxDVXVIkisPsVZ3f7OqbprkfknuneTGmRQ3f5bkpCRvT/KK7j5ziOdtohgJAAAAAAAAy1B3n55ksC2c3X1RkldNj4VQjAQAAMbTYwcAAADAmiUnXYh1YwcAAAAAAAAArE6KkQAAAAAAAMBcaNMKAACMpnuw114AAADATpGTLoadkQAAAAAAAMBcKEYCAAAAAAAAc6FNKwAAMJ4eOwAAAADWLDnpQtgZCQAAAAAAAMyFYiQAAAAAAAAwF9q0AgAAI6qxAwAAAGDNkpMugp2RAAAAAAAAwFwoRgIAAAAAAABzMbc2rVV1ZJJjk2xIcnqST3T3D3bi/msluXeSdPfT5hIkAAAwrh47AFYj+SgAALAkctKFGLwYWVXXSPLiJHfayncfSvLk7v70Epa6dpKnZPJPQfIHAADAdslHAQAAlp9B27RW1U2SnJhJ4ldbOW6b5ONV9VdV5a2gAAAADEI+CgAAsDwNtjOyqvZN8rYkB00vfSHJG5OckeSYJPdNckiSPZL8dZIbVNV9u/vioWIAAABWGC1xGIB8FAAA2CVy0oUYcmfkw5Ickclf3fO7+3939zO7+7ju/pMkRyV5QTb/1d49yduqaq8BYwAAAGDtkY8CAAAsU0MWI+86/fxMd//pll9293nd/dgk905y0fTyXZK8XoscAAAAdoN8FAAAYJkashh5TCa/Mv3X7U3q7jcn+a0kF04v3S3JcQPGAQAArBRd8ztYS+SjAADAzpOTLsSQxcgDp5/f39HE7n5/knsluXR66UFV9bQBYwEAAGDtkI8CAAAsU0MWI8+efh66lMnd/a5M3utR0+PPq+oPB4wHAACAtUE+CgAAsEwNWYz8+vTzN5d6Q3e/KsnTp6eV5MVVde8BYwIAAJax7vkdrCnyUQAAYKfJSRdjyGLkv2eSwN25qu6/1Ju6+6+SvHZ6ukeS11bVowaMCwAAgNVNPgoAALBMDVmMfHmSM6fjV1XVa6rqDlV15BLufVCSf5uO90zygiTPHTA2AABgOeo5Hqwl8lEAAGDnyUkXYrBiZHf/NMnvJ7k4k1+k3i/Je5J8cQn3XprknkneOHP56KFiAwAAYPWSjwIAACxfQ+6MTHe/K8kdknwtkwSwkpy6xHsv6e77JHliNieQAAAAsEPyUQAAgOVpz6EX7O6PVtX1ktwqyR2TXLiT9z+7qt6Z5C+T/PY8YgQAAJaBrskxz/VZU+SjAADAkslJF2YuiVV3d5KPTI9duf9rSX63qvZLcu0hYwMAAGD1ko8CAAAsL8v6V57dfW6Sz44dBwAAAGuLfBQAAGAYcytGVtX1k/xikkOT/CzJZ7v70/N6HgAAsPJUjx0Bq5F8FAAAWAo56WIMXoysqmOT/H2SG2/lu28meVx3v3Po5wIAALC2yUcBAACWn3VDLlZVd03yH5kkfrWV45pJ3l5VjxvyuQAAAKxt8lEAAIDlabCdkVW1IcmrZ9Y8I8m7k5yS5ApJbptJ8ldJ/raqPtbdnxjq+QAAwAqkJQ4DkI8CAAC7RE66EEO2aX1wkgMz+as7Pskfdff5sxOq6tFJnpdJAvjoJJI/AAAAdpd8FAAAYJkask3r7aaf/9XdD9oy8UuS7n5BktdlkvzdacBnAwAAsHbJRwEAAJapIYuR183kV6iv3cG8V00/D6iq/zXg8wEAgJWma34Ha4l8FAAA2Hly0oUYshh58PTzBzuY98WZ8ZUGfD4AAABrk3wUAABgmRqyGLnP9POCHcw7c2Z8wIDPBwAAYG2SjwIAACxTew641rpM2uL09iZ198aq/9meuteAzwcAAFaa7WYPsGTyUQAAYOfJSRdiyJ2RAAAAAAAAAP9DMRIAAAAAAACYiyHbtAIAAOwcLXEAAAAYi5x0IeyMBAAAAAAAAOZiHjsj71NVNxpybnc/bTdjAgAAYPWTjwIAACwz8yhG3nsJczZtfF3K3CSR/AEAwGqkJQ7Dko8CAABLJyddiKGLkTXweol/CgAAAOyYfBQAAGAZGrIY+dQB1wIAAIClko8CAAAsU4MVI7tb8gcAAOycnsdmNtYa+SgAALBL5KQLsW7sAHakqi43dgwAAKwdfdF/ZePPn5O++BtjhwKMTD4KAMCife6Mk/KS//73fP/c08cOBQYz9DsjB1NVN0zy0CT3TXLQyOEAALAGdHf6zAcnfXb6gvemDv3A2CGteuWNfCxD8lEAAMZw/iUX5bGfe3Uu3HhxPnvGSfmnYx85dkirnpx0MZZVMbKq9ssk2XtokpuMHA4AAGtMVaVr/6TPTuqAscMBFkg+CgDA2PZYty6X22N9Ltx4cfbdc++xw4HBLItiZFXdNMkfJLlPkv1nv0qiLg0AwMLUwf+cXPjxZO/bjB0KsADyUQAAlov16/bMcTd7eL5w1ndyqyseM3Y4MJjRipFVdUCS+2WS9N1o0+WZKRuTfDDJ8QsODQCANaz2ODzZ93fGDmNt6My31KOMxDbIRwEAWK6uut8huep+h4wdxtogJ12YhRcjq+rYTBK+eyXZN5dN+JLkvzNJ+F7b3acsODwAAABWKfkoAADA4i2kGFlVBya5fyZJ36a9xbNJXyc5Lsnx3f3JRcQEAADA6icfBQAAGNdci5FV9SuZJHz3TLLPpsvTz0uS/DDJVZOkux8+z1gAAABYO+SjAAAAy8O6oResqoOq6jFV9ZUkH0nye0kul0nSV0k+m+TRSa6S5KVDPx8AAIC1ST4KAACw/Ay2M7KqfjXJQ5PcPcn6TZenn6ck+eckr+nur83cM9TjAQAAWKPkowAAAMvXkG1aP5TJuzY2ZXRnJnlbJknfh7u7B3wWAACwCpQsgWHIRwEAgJ0mJ12Mebwz8rQkT09yXHdfMof1AQAAYGvkowAAAMvM4O+MTHKlJC9O8v2qekVV3aWq9pjDcwAAAGCWfBQAAGCZGbIY+ZtJ3pLkokxa41wpyUOSvCvJD6vqRVV18wGfBwAArHRd8ztYS+SjAADAzpOTLsRgxcju/v+6+15JrpzkkUk+lUkSWEkOSfJHST5eVd+oqr+oqqOHejYAAABrl3wUAABg+Rq8TWt3n9XdL+3uY5NcJ8mzk5yazYngLyR5apJvJfmzoZ8PAADA2iQfBQAAWH7m8c7I/9Hd3+juJyY5MsmdkvxrkguyORE8KEknSVW9t6p+v6oOmGdMAADAMtJzPFjT5KMAAMAOyUkXYq7FyE164v3dfb8khyV5aJKPZXMSmCS3T/JPSX5UVW+pqntW1d6LiA8AAIDVST4KAAAwroUUI2d198+7+x+6+1aZtMh5epLvZXMiuE+SuyV5Q5IfV9Xxi44RAACA1Uc+CgAAsHgLL0bO6u5vd/dfdffVk9w2yfFJzsnmRPCAJL83YogAAMA8aYnDSOSjAACAnHQxRi1GzuruD3f3AzNpm/PAJCfEXxcAMLK+4IRsPP3XsvHsvxk7FADmRD4KACxX7/vhF3Kf/3xuXv7N944dCrBMVNX+VfXoqvpgVf24qi6qqjOq6sSq+uuqOngJa9y4qo6vqu9W1YVV9ZOq+lhVPbyq1g8d87IpRm7S3ed19/HdfbskV0/yV2PHBACsXX3u3yeXfCs577XpS74/djgAzJF8FABYbv7hpA/ke+f+JMd/54ScffF5Y4cDjKyqjk3ytSTPz6TDy6FJ9kqyIcnNkjwlybeq6s7bWeOxST6d5P5JrpZkfZJDkvxykpcm+XhVHT5k3MuuGDmru7/X3c8YOw4AYO2qvW8/Gex5vWSPK40bDKxC1fM7YHfIRwGA5eCWh143SXLjDUdn/z33GTkaWH1WUk5aVddK8p4kR0wvfSLJY5LcK8kjk3xoev0KSd5RVbfYyhr3S/LcJHskOTfJ3yW5b5I/SfJf02k3SfL2qtp7qNj3HGohAIDVqPZ/eLLvfZK6fKr2GDscAAAA1pBHXevX8n+OvnUuv9flsq6W9d4iYP5emOTA6fip3f2ULb5/SVU9JsnzMtnt+MqqukF3X5okVXWFJC+azj0ryS27+8ubbq6qlyU5PpPi5E0zKXA+d4jAB/u/V1VdOqfjkqFiBADYFbVug0IkwDImHwUAVrMrrN9PIRLWuKo6Ksmdpqf/uZVCZJKku5+f5B3T0+smueXM1w9JctB0/NTZQuT03ouTPDDJqdNLT6iqQTY1Dvl/sJrjAQAArEY9x4O1RD4KAADsvJWTk95xZvzaHcx9w8z42JnxfaafFyV55dZu7O4Lkxw3PT00k/dS7rah27Ru+s+7MclXp58AAAAwb/JRAABgNftykqsm+cYO5p0xM96QJFV1YJIbT699srvP3c79H0zy1On4Lknet/OhXtbQxchNvxpdl+RKSd6a5I1JPtLdfpsMAABcliyB4chHAQCAnbNCMoXuPi6bdyzuyDEz49Nnrm3qlvqlHdz/lZnxDZf4zO0ask3rVZM8Nsknp+dXTPKwTCqop1TVi6rqlwd8HgAAACTyUQAAgFTVuiQPnrn0iennUTPXvru9Nbr7rCTnTE+vNkRcgxUju/vU7n5Bd98ik+D+LMmnMvl16pWT/FGS/6iq71fV86vql4Z6NgAAAGuXfBQAACBJ8sgk152Ov5XNxchDZ+acnh3b1Or14CGCGnJn5P/o7lO6+3nd/UvZnAh+OpNE8PAkf5zkY1X1vap6TlXdbB5xAAAAy1v1/A7WJvkoAACwVAvISQ+rqlO2dQz6Z6m6RZLnzFx6cndfOh3vO3P9giUst2nOvtudtURzKUbO6u7vTxPBYzPZBvr4JJ/JJBHc1ErnE1X17ap6ZlX973nHBAAAwOonHwUAANaCqrphknclWT+99JruftPMlL1mxhcuYclNc/YcILz5FyNndffJ3f133X3zJEcneUKSz2WSCB6V5HFJPl1V36yqZ0z/4wEAAMBukY8CAAAjOK27j9jWMcQDpt1eTkiyYXrpxCQP32La+TPj9dmxvaefF+1edBMLLUbO6u7vdfdzuvsXk1w9yROTfDaTRPAa0/PPVdXXxooRAACYo07SNcdj7D8gy5V8FAAAWA05aVXdJckHs7kQ+bkkd+nu87aYes7MeJ8lLL1pzvnbnbVEoxUjZ3X3d7v72d19syR3zOSlmjU9rjlqcAAAAKxa8lEAAGAlqqqHJnlnkv2nlz6Z5HbdfeZWps9eO3gJyx80/fzxrke42SC9XndXVd0oyW8nuUeSa08vdybJHwAAwLJRVUdk0vLm15NcLcnlkvwgyYeTvKi7vzBedOws+SgAALDSVNUzkjx55tJ7ktyzu8/dxi3fmBkfuYO1N2RzgfO7uxrjrNGKkVV182xO+I7edHlmymeTvGl6AAAAq9EKa6VaVfdP8pJsTsw2OXp63L+qntzdz154cCyZfBQAAEiy4nLSJKmqlyR5xMyl45M8pLsv2c5tX0+yMZOOqcfs4BGz339pl4LcwsKKkVVVSW6ZScJ39ySHb/pqZtqnkrw5yZu7+7uLig0AAGBHqur/JHl1JjnMJUn+JclHklyc5PZJ7pdkjyTPqqofdvdrRwqVLchHAQCA1aCqnp3LFiKf2d1P2tF93X1+VZ2Y5JeS3KKq9unuC7Yx/XYz4xN2PdrN5lqMrKo9ktw2k4TvbkkO3fTV9LMz6WG7KeE7eZ7xAAAA7IqqunKSv88klzknyW9294dnpry2qt6U5N+mc55TVa/v7osXHixJ5KMAAMDqUlX3SvK4mUtP7O5n7cQSb8qkGLlvkgdn0vVny2fsk+Sh09OfJvnArkV7WYMXI6tqfZI7ZpLw/VaSK2z6avrZST6eyR/6Ld19ytAxAAAAK0OtnJY4f5Xk8tPxH2xRiEySdPe7qur1Se6b5EpJbp2BEjeWRj4KAADsjJWSk1bVoUlePnPphTtZiEwmnX6enOSQJM+sqk9196dnnrFXklclucr00ou7+8Jdj3qzwYqRVfXbmSR8v57N70/ZlPBtTPKf2Zzw/WCo5wIAAMzTNCG71/T0E939+u1M//skZ2XyC9Kfzjs2JuSjAADAKveYJBum4zOTfLyq7raE+07u7s8lSXefWVWPy6TguH+Sj1bVcZl0jDkok92SN5re9+Ukzx4q+CF3Rr4pk1+ZziZ8/zG9/tbuPm3AZwEAACzKr2aSmCWTpG2buvvjmey8Y7HkowAAwGr2gJnxhiRvWOJ9x8/e292vrqorJXlGkr2TPGp6zPpykjt39/m7GuyW5vHOyE7y8yTvTnJakl9I8viq2u5N212w+7HDhAYAACwrK6Mlzo1nxp/YNKiqA5JcN5NE8NQkX+7ulfEnWr3kowAAwNKtgAyuqg5JcuWh1uvuZ1XV+5L8cZLbJDksyUVJvpJJkfNlQ7Vn3WQexcgkOSDJvQdcT/IHAACM5Xoz429X1WGZtKu5Z5LLzXx3alU9LckrFSVHJR8FAABWje4+PZu7wAy15ueTPHDINbdn6GLkoP8xpiTxAADAmI6cfl6Q5JpJPpDk4K3MOzzJK5Lcoqoe1N0bFxQfE/JRAACAZWjIYuRtBlwLAABY5SpJzbHUM61MHVZVp2xrTncfsYSlDphZ8l2ZFCLfkck7Nr6U5MAk95ieb0jy+0lOSvI3uxY5u0A+CgAA7JQF5aRkwGJkd39kqLUAgOWh+6Lk4q8le10rVfuMHQ7AWPaffu6dye7Hl3b3H818f0GSl1XVx5J8Msm+Sf6iqv6xu3+w2FDXJvkoAKxOF1x6UU4650e55gFXzl7r5vXGMQDmbd3YAQAAy1ef+YfpM34nfcYDxg4FYFed1t1HbOtY4hqzP2g9Ocmjtzapu7+U5FnT0/VJHrDLUQMAkD/69CvzkBNfkid+4XVjhwLAblCMBAC27eIvTz+/Mm4cwOrVczyGc87M+I3dffF25v7rzPiWg0YBALCGbOyN+ebPJ00mvn72NrvuA+yelZGTrniD7W2vqkt34bZLk5yf5CdJvp3kU0ne2t2fGyouAGDX1YH/N33e61OXu/vYoQCM6eyZ8de2N7G7v1lVl2SSay115yW7ST4KAKvPulqXP7/e7+S9P/x87nHVY8cOB4DdMGSj7cqk1rsz7+TcM8kBmbyD5egkt0vypKr69yQP7u4fDRgfALCTap/bp/a5/dhhAIzt20luPR0vJd+5KJNcRyeaxZGPAsAqdKcr3yh3uvKNxg4DgN00dHK8M4nflvfNHndJ8tGquuJQgQEAAMvQymiJ86WZ8VHbm1hV+yfZd3p66qBRsCPyUQAAYOesjJx0xRusGNnd63b2SLJHkstnktDfOcmzk5yWSQJ4jSSvGio+AACAXXTCzPjXdzD3l2fG/zWHWNgK+SgAAMDyNWrboJ44p7tP7u73dfcTk1w7yQcySQDvXFW/MmaMAADA/FTP7xhKd38hyVenpzeuql/bzvQ/mRm/frgoGJp8FAAAWAk56Wqw7N5h0t1nJ7lPknOml+47YjgAAABJ8pSZ8T9V1Q22nFBVT8ikxWeSfLi7P7uIwBiOfBQAAGB4y64YmSTdfUaSt2bya9RjRw4HAABY47r7TUleMz29UpJPVdVxVXX/qnpIVb0vyTOn35+T5CFjxMnuk48CAAAMa1kWI6c+Nf08aswgAAAAph6Y5EVJOsneSf4gyfFJXpnkDtM5pyS5ZXefNEqEDEU+CgAAMJDlXIw8ffp5wKhRAAAAJOnujd39J0lulkkB8qQk5yf5aSbFq8cmOWb6jklWNvkoAADAQPYcO4Dt2Gf6efGoUQAAAMzo7s8k+czYcTBX8lEAAICBLOdi5NWmnz8ZNQoAAGB+euwAYKvkowAAsBbISRdiObdpvWcm/wy+OnYgAAAArCnyUQAAgIEsy2JkVT0wyfWnpx8YMxYAYLPj//oNefwdnpZvfOaksUMBgLmQjwLA8tTdedkrPpTHP/EN+e73Tt/xDQAsG8uqGFlVe1XV45O8dHrp/CTHjxgSADD1va9+P6/7mzfn8x/8Uv7xSf88djjAatBJzfHQboedIR8FgOXtK189NW9686fymc9+J68+/qNjhwOsBnLShRnsnZFV9Ve7cluS9UkOSnJ0kpsnufz0eif5i+7+6VAxAgC77pAjDs4VjzwkPz759Fz3l645djij6b4wfdZjk0tPTR34t6m9rjN2SABrnnwUAFa/q1xlQzZcYd+cedZ5OeaYw8cOZzTnXnJB/vKL/5qzLjo3T7n+vXPkfoeOHRLADg1WjEzylOx+nbdmxs/u7hfs5noAwED2u/y+Oe6Lz83pp/w0V7vuVccOZzwXfjy58P1Jkj7v+NSBzxw5IAAiHwWAVe+gDfvl1f/00Jx51rk58qoHjx3OaD7646/lE6d/I0nytlNOzJ9c6zdGjghgx4YsRiaXTd52xSVJTkjyzO4+YYB4AIAB7Xf5fbPfdfcdO4xx7XW9ZN1hycbTU3vfZuxoYOXTtobhyEcBYJU74IB9csAB+4wdxqiuf4Ujs2Gv/XLupRfm2IPXbtciGIycdCGGLEY+dRfuuSTJBUl+kuQ7ST7f3ecMGBMAwKBqj0OTQz+Q9AWpdZcfOxwAJuSjAMCacPi+B+dtt3piLulLs9+ea7swC6wcgxUju3tXkj8AgBWnan1S68cOA4Ap+SgAsJbsvcde2Tt7jR0GwJIN3aYVAABg6bTEAQAAYCxy0oVYN3YAAAAAAAAAwOqkGAkAAAAAAADMhTatAADAaEpLHAAAAEYiJ10MOyMBAAAAAACAuVCMBAAAAAAAAOZCMRKAFaMvOTkbf/q72Xjmw9Mbzx07HACG0HM8AAAG9J1zfpQ/OPGl+csv/ksu2njJ2OEAMAQ56UIoRgKwYvR5/5Jc/Jnkwg8mF75/7HAAAABYQ/7lex/Nl392cj5w2hdz4un/PXY4ALBiKEYCsGLU3r+UZK+kDkz2uuHY4QAAALCG3Pzga2ZdKget3z/XuvzhY4cDACvGnmMHAABLVXvfOrnix5LslVq3/9jhADCA0roGAFghbn/YDXKTg66efdatz+X2XD92OAAMQE66GIqRAKwotW7D2CEAAACwRm1Y74exALCzFCMBAIDx+BUqAAAAY5GTLoR3RgIAAAAAAABzoRgJAAAAAAAAzIU2rQAAwHi0xAEAAGAsctKFsDMSAAAAAAAAmAvFSAAAAAAAAGAutGkFAABGU1riAAAAMBI56WLYGQkAAAAAAADMhWIkAAAAAAAAMBfatAIAAOPo6THP9QEAAGBr5KQLY2ckAAAAAAAAMBeKkQAAAAAAAMBcaNMKAACMR9saAAAAxiInXQg7IwEAAAAAAIC5UIwEAAAAAAAA5kKbVgAAYDSlJQ4AAAAjkZMuhp2RAAAAAAAAwFwoRgIAAAAAAABzoU0rAAAwHi1xAAAAGIucdCHsjAQAAAAAAADmQjESAAAAAAAAmAttWgEAgNGUljgAAACMRE66GHZGAgAAAAAAAHOhGAkAAAAAAADMhTatAADAeLTEAQAAYCxy0oWwMxIAAAAAAACYCzsjAQCA8fgVKgAAAGORky6EnZEAAAAAAADAXChGAgAAAAAAAHOhTSsAADCaGjsAAAAA1iw56WLYGQkAAAAAAADMhWIkAAAAAAAAMBfatAIAAOPpsQMAAABgzZKTLoSdkQAAAAAAALACVdUjqqqr6u1LmPv56dylHPcZKkbFSAAAAAAAAFhhquo6SZ61xLl7JbnufCPaOm1aAQCAUVSSmmNLnJrf0gAAAKxwKz0nraqjk/x7kv2XeMu1k6yfjl+e5L07mP/pXQzt/6EYCQAAAAAAACtEVd0yyRuTHLYTt91wZvzG7j5h2Ki2TZtWAAAAAAAAWOaqan1VPSnJh7JzhcjkssXILw4X1Y4pRgIAwCrS570lG39yp/Q5fz92KDvWCzgAAABYmDd+7z9z7489N6//3sfGDmXHVlhOWlW3T/LVJP83k86nlyR5xk4ssakY+YPu/umw0W2fYiQAAKwifc4Lk0u/kz7nRem+cOxwAAAAWENe8a335uTzfpKXffM9/397dx5t2V3VCfy7K6lKZSATEEMSIAhCBCFMCagEEZVBGpswiQoSRRFBFGizaHHZQLcD4mqBFhBFkQjaJgGBBhEHBhWDKIOKRjGIgSQQEhIIZKqk8nb/8W6ZS6Ve1buVe+55w+ez1ln3d+77nXN2/ZG1stc+e9+xQ9mInprkrpP1+Um+NclvzXD9rmLkQrsiE8VIAADYWLZ/x/LnttNSddC4sQAAALCpnHbMPZMk33bMvUaOZMO6IskLktyvu/92tRdV1bFJjpmcfmLy3SFV9c1V9d1VdWpVbZ9/uMsOHOrGAADA4m05/MXpw34yqSPHDmV1jFIFAADYMF5y76fk+fd4bA7fesjYoazO+spJX53k2d197X5cO/17kVdX1ZuSPCnJ9FvM11bV7yX5ue7+wq2I8xYUIwEAYIOpLUeNHQIAAACb1BHbDh07hA2puz9yKy6/z9T6pSvsOSTJjyZ5TFV9d3f/w6143tcwphUAAAAAAADm79iqunilY4FxTHdGLiX59ST3y3IB8rZJTk/y8cnfj0vyR1V1TOZEMRIAABhN9XAHAAAA7M0myklPmHzelOT07n52d/99d1/X3Vd299uTfHOSP5vsOz7Ji+f1cGNaAQAAAAAAYP4u7e4T9r1tWN39sKo6LMntuvvCFfbsqKozknw6y78leUZVvaC7d9za5+uMBAAAAAAAgA2su69eqRA5tedzSd47OT0kyQPn8WzFSAAAYDw94AEAAAB7Iyfdk3+ZWh83jxsqRgIAAAB71lW2AAAgAElEQVQAAABJcuO8b+g3IwEAAAAAAGADqqq7JPmeJMck+fvuPncfl0z/xuXn5hGDYiQAADCaWt+jawAAAFjHNklOemySV07WH0yyYjGyqg5I8u2T0x1JPjaPAIxpBQAAAAAAgI3po0m+NFl/a1XdZy97n5Hk+Mn63O6+bh4BKEYCAADj6QEPAAAA2JtNkJN29w1Jfn1yWkl+v6q+bvd9VfWoJK+YnF6X5H/OKwZjWgEAAAAAAGDj+sUkj0lycpJ7JfmnqvrNJP+Q5DZJHp3k8VkuVnaSZ3f3BfN6uGIkAAAAAAAAbFDdfU1VPSLJOUm+LcntkrxoD1u/muS53X3WPJ+vGAkMppeuSbKU2nKbsUMBANaoWkOjawDYWK7ZeX2SyqEHHjR2KADAGrWZctLuvqyqHp7k9CRPTXJqlouS1ya5MMm7kryuuy+Z97MVI4FB9I3/mr7y+5PemRz9htS2B44dEgAAAJvEJ778mTz3I7+VA2pLfv2UH8vdDz9u7JAAAOauuy/M8mjV1e5fSvLWybEwWxb5MGATueEjSV+d5Prkhg+NHQ0AAACbyEev/PfsWLox1960Ix//0qfHDgcAYFPTGQkM4+DHJDvel/SO5OAnjh0NALBWbaKROAAszncf94D87RUX5MA6II+4w33HDgcAWKvkpAuhGAkMorYclTr6DWOHAQAAwCZ0zPYj8tpTfmzsMAAAiDGtAAAAAAAAwEB0RgIAAOMxEgcAAICxyEkXQmckAAAAAAAAMAjFSAAAAAAAAGAQxrQCAACjKSNxAAAAGImcdDF0RgIAAAAAAACDUIwEAAAAAAAABmFMKwAAMI6eHEPeHwAAAPZETrowOiMBAAAAAACAQShGAgAAAAAAAIMwphUAABhNtbk1AAAAjENOuhg6IwEAAAAAAIBBKEYCAAAAAAAAgzCmFQAAGI+JOAAAAIxFTroQOiMBAAAAAACAQeiMBAAARlPeQgUAAGAkctLF0BkJAAAAAAAADEIxEgAAAAAAABiEMa0AAMB4jMQBAABgLHLShdAZCQAAAAAAAAxCMRIAAAAAAAAYhDGtAADAaMpIHAAAAEYiJ10MnZEAAAAAAADAIBQjAQAAAAAAgEEY0woAAIzHSBwAAADGIiddCJ2RAAAAAAAAwCAUIwEAAAAAAIBBGNMKAACMpozEAQAAYCRy0sXQGQkAAAAAAAAMQjESAAAAAAAAGIRiJAAAMJ4e8FiQqtpaVR+tqq6qv1/ckwEAALhVNkBOuh4oRgIAANw6P5vk/mMHAQAAAGuRYiQAAMB+qqr7Z7kYCQAAAOzBgWMHAAAAbFKd1JCjawYei1NV25KcFXkVAADA+rPOc9L1RGckAADA/nlpkm9K8uWxAwEAAIC1SjESAABgRlX1oCRnTk6fN2YsAAAAsJYpRgIAAOPpHu4YSFVtz/J41gOSvLu7zxrsYQAAAAxnHeak65FiJAAAwGx+Mck9sjye9ZkjxwIAAABrmmIkAADAKlXVaUl+anL6/O6+ZMx4AAAAYK07cOwAAACAzamS1ICTa2re96s6NMnvZPmlznd39xvn/AgAAAAWZL3lpOuZzkgAAIDVeXmSu8Z4VgAAAFg1nZEAAMB4BnwLdeLYqrp4xcd3n7Cam1TVdyT58cmp8awAAAAbwfA5KdEZCQAAsFdVdXiSN2R5yo7xrAAAADADnZEAAMBGdulqux/34leT3CnJVTGeFQAAAGaiGAkAAIymlsaOYO+q6tFJnjE5NZ4VAABgA1nrOelGYUwrAADAyr53av2Gquo9HVN7Tp76/gMLjhUAAADWHMVIAAAAAAAAYBDGtAIAAOPpfW8Z2f9J8vZV7Hvb5PPCJM+frL84REAAAADMydrPSTcExUgAAIAVdPfHknxsX/uqatfyqu5eTfESAAAANgVjWgGAheilr6T7hrHDAAAAYBO66sZrs3PpprHDANiUFCMBgMH1de9KX3Zq+vJHpG+6YuxwgDWkergDAACS5G0XfTiPfv//yg+c94pcs/P6scMB1hA56WIoRgIAg+sdH0iylCx9Ltn5L2OHAwAAwCbywcvPT6fz2Wu/mAuvuXzscAA2Hb8ZCQAMrg79ofTOC5IDT0y2nTp2OAAAAGwiT7vLw/KF66/KPQ4/LicdfvzY4QBsOoqRAMDgauu9Urd7x9hhAGtRb4zZNd1dY8cAAMCe3feou+TN3/K8scMA1qINkpOudca0AgAAAAAAAINQjAQAAAAAAAAGYUwrAAAwjk5qyIk4pu0AAACwEjnpwuiMBAAAAAAAAAahGAkAAAAAAAAMwphWAABgPMbWAAAAMBY56ULojAQAAAAAAAAGoRgJAAAAAAAADMKYVgAAYDRlJA4AAAAjkZMuhs5IAAAAAAAAYBCKkQAAAAAAAMAgjGkFAADG02biAAAAMBI56ULojASAEfWOD6Wvfn166aqxQwEAAGCT+dDln8zvX/iXuXbnjrFDAWA/VdWzq6qr6u2r3H+3qnptVV1QVddX1ZVV9XdVdWZV3WaIGHVGAsBI+qbPpb/0jCQ7k53/nDrylWOHBLBw5SVUAIBRfPrqL+S/ffyN6XQuuvaKvPCep48dEsDCrfectKq+Mckvz7D/KUnekOTgqa8PSvLAyfFjVfVfu/uf5xmnzkgAGM2WJDW1BgAAgMXYkro5I63a614A1p6qukuSP05y2Cr3PzTJm7NciLwxyeuSPDXJjyf5y8m2uyZ5V1Xddp6x6owEgJHUAccmR78xufGfk4OfMHY4AAAAbCInHnZMXvGAH85nrrksjz3+lLHDAWAGVXVaknOSHLvK/QcmeX2SA5LckOTR3f2+qb//RpY7LM9McmKSlyR57rzi1YYBACOqbaekDj0jtWWQcewAa18PeAAAsFen3vYb8qQ7fWu2H7Bt7FAAxrHOctKq2lZVP5PkfVllIXLicUnuPln/+nQhMkm6u5O8MMlHJl89s6puf2vj3UUxEgAAAAAAANawqvrOJOcn+cUsTz7dmeQXVnn5U6bWr9nThklB8tcmp9uSzO3HhBUjAQAAAAAAYG17apZ/0zFZLkp+a5LfWuW1D5t8fra7L9jLvvdOrR89U3R74TcjAQCA0ZRxqgAAAIxkHeakV2S5G/I13X1DVZ24rwuq6rgkt52cfmJve7v7kqq6KskRSU6+daHeTDESAAAAAAAA1rZXJ3l2d18743UnTq0vXMX+i7JcjLxjVdVkfOutYkwrAAAAAAAArGHd/ZH9KEQmye2n1l9cxf4rJ58HZrkoeavpjAQAAEbSydKQM3HW37wdAAAAFmUhOemxVXXxiju6TxgwgF0OmVpfv4r903sOSfLlWxuAzkgAAAAAAADYmLZOrXesYv/0nrk0NeqMBAAAAAAAgPm7dEHdj3tz3dR62yr2HzS1vmEeAShGAgAA4+gMO0nVlFYAAABWsnly0qun1ttXsX96z3Ur7pqBMa0AAAAAAACwMX1pan3bVew/evK5o7uvmkcAipEAAAAAAACwMX1yan2nVezftecz8wrAmFYAAGA0tXbG1gAAALDJbIactLu/VFWfT3KHJPfa296qOiHJ4ZPTT8wrBp2RAAAAAAAAsHF9YPJ5t6q64172fcfU+v3zerhiJAAAAAAAAGxc506tf3JPG6qqkjx3crozyVvn9XDFSAAAYDzdwx0AAACwN5snJ31Xbv7tyOdV1WOn/zgpRL48yQMmX725uy+d18P9ZiQAAAAAAABsUN19Y1U9J8mfZrk2+PaqelOSP09ySJIfSPLQyfbPJ3nhPJ+vGAkAAAAAAAAbWHe/t6qenuT1SbYnefrkmHZRku/u7svm+WzFSAAAYDS15ibXAAAAsFlstpy0u99cVX+T5HlJHpnk+CSd5N+SvC3Jq7r7qnk/VzESAAAAAAAA1pnuvjBJzXjNp5L8xCABrWDLIh8GAAAAAAAAbB46IwEAgPFsspE4AAAArCFy0oXQGQkAAAAAAAAMQmckAAAwikpSPdxrqDP9aAYAAACbipx0cXRGAgAAAAAAAINQjAQAAAAAAAAGYUwrAAAwnqWxAwAAAGDTkpMuhM5IAAAAAAAAYBCKkQAAAAAAAMAgjGkFAABGU91jhwAAAMAmJSddDJ2RAAAAAAAAwCAUIwEAAAAAAIBBGNMKAACMoyfHkPcHAACAPZGTLozOSAAAAAAAAGAQipEAAAAAAADAIIxpBQAAxtPm1gAAADASOelC6IwEAAAAAAAABqEYCQAAAAAAAAzCmFYAAGA0ZSIOAAAAI5GTLobOSAAAAAAAAGAQipEAAAAAAADAIIxpBQAAxtNm4gAAADASOelC6IwEAAAAAAAABqEYCQAAAAAAAAzCmFYAAGA0tTR2BAAAAGxWctLF0BkJAAAAAAAADEIxEgAAAAAAABiEMa0AAMB4useOAAAAgM1KTroQOiMBAAAAAACAQeiMBAAAxuMlVAAAAMYiJ10InZEAAAAAAADAIBQjAQAAAAAAgEEY0woAAIym2kwcAAAAxiEnXQydkQAAAAAAAMAgFCMBAAAAAACAQRjTCgAAjKOTDDkSx7QdAAAAViInXRidkQAAAAAAAMAgFCMBAAAAAACAQRjTCgAAjGdp7AAAAADYtOSkC6EzEgAAAAAAABiEYiQAAAAAAAAwCGNaAQCAkXSqe9D7AwAAwJ7JSRdFZyQAAAAAAAAwCMVIAAAAAAAAYBDGtAIAAOMZdCQOAAAA7IWcdCF0RgIAAAAAAACDUIwEAAAAAAAABmFMKwAAMB4jcQAAABiLnHQhdEYCAAAAAAAAg1CMBAAAAAAAAAZhTCsAADCepbEDAAAAYNOSky6EzkgAAAAAAABgEIqRAAAAAAAAwCCMaQUAAEZT3WOHAAAAwCYlJ10MnZEAAAAAAADAIHRGAgAA4/EWKgAAAGORky6EzkgAAAAAAABgEIqRAAAAAAAAwCCMaQUAAMbRGXYkjmk7AAAArEROujA6IwEAAAAAAIBBKEYCAAAAAAAAgzCmFQAAGM+QI3EAAABgb+SkC6EzEgAAAAAAABiEYiQAAAAAAAAwCGNaAQCA8SyNHQAAAACblpx0IXRGAgAAAAAAAINQjAQAAAAAAAAGYUwrAAAwmuoeOwQAAAA2KTnpYuiMBAAAAAAAgDWsqk6uql7lcf3Y8U5TjAQAAAAAAIC17eSxA9hfxrQCAADjMRIHAACAsayvnHS6GPm9SW7Yy96bBo5lJoqRAAAAAAAAsLbtKkZ+trvPGTWSGRnTCgAAAAAAAGvbrmLkP44axX7QGQkAAIykk6UhR+Ksq3E7AAAALNT6yUmr6rgkt5ucrrtipM5IAAAAAAAAWLumfy9y3RUjdUYCAADMoKoOS/IjSR6b5N5JjkxydZILkrw7yau7+4rxIgQAAGCDmS5GfiJJqur4JCdlufHws939yTECWw3FSAAAYDy9vkapVtWDk5yb5ITd/nRUklMnx/Oq6vu6+z2Ljg8AAIAZrJ+cdFcxckeSe1XVWUkeOL2hqi5M8ktJXt+9tv5hipEAAACrUFX3SPKeJEdMvvpQknOSXJLkmCSPT/LwLHdKvqOqvr27zxsjVgAAADaU+0w+D8pyHronJyb5jSSPmrwgu2MRga2G34wEAABYnVfl5kLkS7v7W7r7ld19bne/pru/I8kLJn/fluT1VXXAKJECAACwFhxbVRevdKzmBlW1Pck9pr76XJLnJLljlouTd0vyM0m+Ovn76UlePb9/wq2nGAkAAIyjszwSZ7BjfqFW1YlJHjk5/evufske/0ndr0jyjsnpPZOcNr8oAAAAmJv1k5N+fZbHsybJ+Unu292v7e6Lu/uG7v737n5ZlvPPqyf7fqSqTplbBLeSYiQAAMC+PWJq/aZ97D17av3gAWIBAABgfbi0u09Y6VjNDbr7/O4+NMlxSU7r7stX2PcPSV489dWzbn3486EYCQAAjGfIt1Dn75+SXJXkk/vYd+XU+qghAgEAAGAO1lFO2t2f7+4r97HtzVPrh849iP2kGAkAsEb0tWdn6au/kl66auxQgN1092929727+8ju/sA+tt9rav3FAcMCAIC5Oeczf53f+NSf5tqdO/a9GViTuvuyJFdMTo8bM5ZpB44dAAAASd/wkfRXfm553dekDn/JuAEB+6WqtiR5xtRXHxorFgAAWK2/uuz8vOKT70ySdHee9Q2P3McVwBp249gB7E4xEgBgLagjsvy/ZjuTOnrsaGBxlgYZpzqmn0hyz8n6U1GMBABgHThi26GpVDqdI7cdOnY4sDjrICetqkclOTnJMUle2d0X7WXv9iS3nZx+bgHhrYpiJADAGlBbvyG57dnJTZ9LDvquscOBjeTYqrp4pT929wnzelBVfUuSX5n66kXdfdO87g8AAEO5z5F3zutOfVa+fMPVOe3299z3BcAinZ7kmZP1+Ul+ey97H5Zk62R93oAxzcRvRgIArBG19d6p7Y/M8pRHYD2pqpOTvCvJtslXv9vd544YEgAAzOQ+R945Dz3mXqmqsUMBvtafTa2fVSv8Rzr52ZCfnfrqdweNagY6IwEAgPH00tBPuHSe3Y97UlWnJnlPkqMmX304yY8P+UwAAADmYPicdB7emeQ/ktwlyQOT/HJVvbC7/3PGbFUdmOQ1SR4y+eq93f3ehUe6AsVIAACA/VRVj05yTpLDJl99LMmju/va8aICAABgo+juHVX1jCy/BLstyZlJTquq30vyhSRfn+TpSb5xcslnk/zQGLGuRDESAABgP1TVM5O8NskBk6/+JsuFyC+PFxUAAAAbTXe/v6pOT/KmJEcnefDk2N3Hkzypuy9aZHz7ohgJAACM5+apMutKVf1CkhdNffWeJE/s7mtGCgkAAIBZraOctLvfXVV3z/LPgjwmyUlJDk1yeZJ/THJ2kjd1903jRblnipEAAAAzqKrXJHn21FdnJfmR7t45UkgAAABsAt19RZKfnxzrxpaxAwAAAFgvqurl+dpC5Mu6+wyFSAAAANgznZEAAMB4ltbPSJyqenKSM6e++u/d/ctjxQMAAMCttI5y0vVMZyQAAMA+VNXtk7xu6qtXKUQCAADAvumMBAAA2LfnJzlqsv5SkvOq6nGruO6z3f2x4cICAACAtU0xEgAAGEknPeRInLne+4yp9VFJzl7ldWftdi0AAABrwrrKSdc1Y1oBAAD2oqpul+QOY8cBAAAA65HOSAAAgL3o7i8mqbHjAAAAgPVIMRIAABhHZ9iROCbiAAAAsBI56cIY0woAAAAAAAAMQjESAAAAAAAAGIQxrQAAwHiGHIkDAAAAeyMnXQidkQAAAAAAAMAgFCMBAAAAAACAQRjTCgAAjGdpaewIAAAA2KzkpAuhMxIAAAAAAAAYhM5IAABgPN1jRwAAAMBmJSddCJ2RAAAAAAAAwCAUIwEAAAAAAIBBGNMKAACMx0gcAAAAxiInXQidkQAAAAAAAMAgFCMBAAAAAACAQRjTCgAAjGfJSBwAAABGIiddCJ2RAAAAAAAAwCAUIwEAAAAAAIBBGNMKAACMpntp7BAAAADYpOSki6EzEjaobrOu56mvPTtLVz4jveO8sUMBAABY0+Sj8/cHn/lgXvCx38k/ffmzY4cCADAznZGwwfTOf09f+YNJlpKjzkptvfvYIa17vXR1+iv/I0mnb7o4dfs/GTskAACANemTX7kkP/XR385BW7bmtac8M8cfctuxQ1r3Lrv+qrzqk+9KknzlxmvzWw96zsgRAQDMRmckbDQ7/iJZujxZuiLZ8b6xo9kY6uDkwLstr7d+07ixAMBG0p0sDXjozAFYuA9c9s+56sZrc9mOq/LhKy4YO5wN4fCth+T4g49Okpx0+AkjRwMAG4icdGF0RsJGc9AjkuvemvRNyfZHjx3NhlB1QHL0OclNn04OvOfY4QAAAKxZjzz2vnnvpf+Y7QdszUNu/41jh7MhbD9ga9744J/Mxdd9Mfe4zfFjhwMAMDPFSNhg6sATUrf7o7HD2HBqy6HJlnuPHQYAAMCaduJhx+Sch/z02GFsOIdt3Z6TtuqKBADWJ8VIAABgPMbWAAAAMBY56UL4zUgAAAAAAABgEIqRAAAAAAAAwCCMaQUAAMaztDR2BAAAAGxWctKF0BkJAAAAAAAADEIxEgAAAAAAABiEMa0AAMB4useOAAAAgM1KTroQOiMBAAAAAACAQShGAgAAAAAAAIMwphUAABhNLy2NHQIAAACblJx0MXRGAgAAAAAAAIPQGQkAAIyne+wIAAAA2KzkpAuhMxIAAAAAAAAYhGIkAAAAAAAAMAhjWgEAgHF0kqUBR+KYtgMAAMBK5KQLozMSAAAAAAAAGIRiJAAAAAAAADAIY1oBAICRdNJLw94fAAAA9khOuig6IwEAAAAAAIBBKEYCAAAAAAAAgzCmFQAAGE0vGVsDAADAOOSki6EzEgAAAAAAABiEYiQAAAAAAAAwCGNaAQCA8fTS2BEAAACwWclJF0JnJAAAAAAAADAIxUgAAAAAAABgEMa0AgAAo+mlHjsEAAAANik56WLojAQAAAAAAAAGoRgJAAAAAAAADMKYVgAAYDy9NHYEAAAAbFZy0oWo7o03D7eqbtiyZcvWO9zhDmOHAgAAm9LnP//5LC0t3djd2/b096q6OMnxB+XgwWLYkeuS5JLuPmGwh8AeyEkBAGBcctK1ZaN2Rt64tLSUSy655LKxAwEAgE3qmCQ37uXvlyb/mZwN6dKhHwB7ICcFAIBxyUnXkA3ZGQkAAAAAAACMb8vYAQAAAAAAAAAbk2IkAAAAAAAAMAjFSAAAAAAAAGAQipEAAAAAAADAIBQjAQAAAAAAgEEoRgIAAAAAAACDUIwEAAAAAAAABqEYCbCBVNVLqqonx0tmvHbXdb3b9w+b/tvkeNKM9z6hqpZWesY+rv0vuz374TNc+5I9xL77cVNVXVNVn62q91TVmVV19Cz/vqnnvXxyz1fuz/UAAADrmZz0FtfKSQEgipEA7J8nzLj/SUlqP5/19N3On7mf91nJliSHJLljkkcmeXmST1fV42a5SVU9LMkL5hwbAAAAtyQn3Y2cFIC17MCxAwBgXXpMVW3v7utXuf/J+/OQqjoqyWMnp19I8nVJTq+q23X3F2e83dlJ/mBPj0myPclxSZ6W5OQkRyR5S1U9tLvPW0Wc90/yh0kOmDEmAAAAZicn/do45aQArGmKkQDM4qtJbpPksCSPSPL/9nVBVd0xyYMmp0uZrSv/+5IcNFn/fJJfS7Ity2+m/u8Z7pMk/9rdb9/bhqr61SRvSHJGlpO4Vye5/z6uOT3JG5McPmM8AAAAzEZOestr5KQArHnGtAIwi3dnOXlLVj8WZ9c4nMuTnD/j83aNw7ksyW8m+dLk/EdmvM+qdHcneU6SKydf3a+qTt7T3qo6rKpekeW3TyV9AAAAw5OTTshJAVhPFCMBmMWlSf5qsv6eqtq6imt2jcP5wyQ3rfZBVXVSklMnp+/s7huSvG1yflJVPXS195pFd1+b5QR3l1P2ENtTklyQ5HmTr67O7G/FAgAAMBs5aeSkAKw/ipEAzOotk88jkzx8bxur6k65eRzOOTM+54yp9a6E7/emvvvRGe83i4un1rffw9+fleTYyfq8JA9I8q4B4wEAAGCZnFROCsA6oxgJwKzemtWPxXnS5PMLSf5itQ+oqi1Jnjo5vSLJn07WH8jNSdkTq+qo1d5zRkdOra9aYc9FWU5OT+vufxsoDgAAAL6WnHSZnBSAdUMxEoCZdPfns/zmZZI8rqoO2Mv2XeNw3trdqx6Hk+Q7kxw/WZ/d3TdOnr2Um99E3Z7kB2e456pUVeVr36796B62vSjJXbv7rElMAAAALICcNImcFIB1RjESgP1x7uTz9klO29OGqrpzbv59jbNnvP8ZU+s37/a3351aDzEW56eS3H2y/lSSv9t9Q3eftysZBQAAYOHkpHJSANYRxUgA9sdbk/RkvdJYnF1voH4uyQdXe+OqOjzJ4yann+ruD03/vbvPz81vht6rqr5ltfde4XkHVNXtqurhVfW7SV4x9eczvWUKAACw5shJAWAdUYwEYGbdfUmSXQnZ6ZMxMrvb9dscb5kxeXpykoMn693fQN3lTVPr1b6J+uKq6t2PJDuTXJ7kvUmeNtnbSX6mu98+Q9wAAAAsgJwUANYXxUgA9teusTjHJ3nw9B+q6sQkp0xOz5nxvk+fWq+U+P1+lhO2JHlyVR0x4zNW8tUsv2F7Wne/bE73BAAAYP7kpACwThw4dgAAzNXOqfWe3gzdo6qafjnlplVe9tYkvzp5zhNy81upyc3jcC5Oct4Mcdw1yUMmp1cmedKeX3BNknw+yR2THJLkB5K8dh+3PzvJH+zh+xuznPB9IckFRuAAAADsNznpyuSkAGxaipEAG8v1U+ttM1x36NT6utVc0N0XVdWHs/wG6uOT/PTUn3clfud2d9/i4pVNv4F6dJJfWuV1P5p9J37/asQNAADAoOSkK5OTArBpGdMKsLFcPrU+eobrpvdevuKuW3rL5PMuVXX/JKmquyR5wOT7VY/DmfzGx9P2uXHP7ltVp+7ntQAAAMyHnBQAuAXFSICN5T+m1neZ4bqTptafnuG6t0ytnzD5fNLk8zPd/Tcz3OthSU6crP+8u2tfR5LfmLr+R2d4FgAAAPMnJwUAbkExEmBj+Xhu/o2OB1XVQau87uFT679d7cO6+zNT+x8/+Xzi5PPc1d5nYnoczu+v8pqzptZPqarbzPhMAAAA5kdOCgDcgmIkwAbS3V9N8v7J6eFJnr+va6rqiCQ/OPXVH8742F1vop5UVd+V5JTJ+dmrvUFVHZqb32LdsdoYuvtDSf5tcnpYku9b7TMBAACYLzmpnBQA9kQxEmDjednU+qVV9cMrbayqo7P8tuixk6/e090fmfF502NxXjv5/PSM93lilhO3JPnj7r5qhmun30R95gzXAQAAMH9yUgDgayhGAqRtyh8AAAHjSURBVGww3f2+JC+fnG5L8ttV9Y9V9T+q6ulV9b1V9ZyqOivJZ5J812Tvp5OsmCTu5Xn/keSjk9O7TT7PmfE20+Nw/u+M174pydJk/YCqut+M1wMAADAnclI5KQDs7sCxAwBg/rr7hVX1hSQ/n+TgJPeeHCv5kyRndPel+/nIc5M8YOp81YlfVd05ycMmp1cneecsD+7ui6rqfUm+c/LVM5P8+Cz3AAAAYH7kpHJSAJimMxJgg+ruX01y5yRnZjmxuyjJ9UluSvLlJH+f5HVJvq27H3Urkr5kOfHb5YLu/vgM1z4tSU3W7+ju6/bj+dNjcb5/8nsfAAAAjEROCgDsUt09dgwAAAAAAADABqQzEgAAAAAAABiEYiQAAAAAAAAwCMVIAAAAAAAAYBCKkQAAAAAAAMAgFCMBAAAAAACAQShGAgAAAAAAAINQjAQAAAAAAAAGoRgJAAAAAAAADEIxEgAAAAAAABiEYiQAAAAAAAAwCMVIAAAAAAAAYBCKkQAAAAAAAMAgFCMBAAAAAACAQShGAgAAAAAAAINQjAQAAAAAAAAGoRgJAAAAAAAADEIxEgAAAAAAABiEYiQAAAAAAAAwCMVIAAAAAAAAYBCKkQAAAAAAAMAgFCMBAAAAAACAQfx/U5j3jBz30+EAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -3334,7 +5091,7 @@ " finished: updated `.obs` with `.metadata`\n", "added to `.uns['neighbors']` and `.obsp`\n", " 'distances', cluster-weighted adjacency matrix\n", - " 'connectivities', cluster-weighted adjacency matrix (0:00:18)\n" + " 'connectivities', cluster-weighted adjacency matrix (0:00:21)\n" ] } ], @@ -3376,7 +5133,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3398,7 +5155,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3413,7 +5170,7 @@ } ], "source": [ - "ddl.pl.clone_network(adata, color = ['clone_id_size', 'clone_id_group_size'], ncols = 2, legend_fontoutline=3, edges_width = 1, palette = ['grey', 'red', 'blue', 'green', 'orange', 'white'])\n", + "ddl.pl.clone_network(adata, color = ['clone_id_size', 'clone_id_group_size'], ncols = 2, legend_fontoutline=3, edges_width = 1, palette = ['grey', 'red', 'blue', 'green', 'orange', 'white'], size = 50)\n", "sc.pl.umap(adata[adata.obs['has_bcr'] == 'True'], color = ['clone_id_size', 'clone_id_group_size'], palette = ['grey', 'red', 'blue', 'green', 'orange', 'white'])" ] }, @@ -3442,14 +5199,14 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { - "height": 393, + "height": 394, "width": 753 } }, @@ -3458,7 +5215,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 41, @@ -3497,7 +5254,7 @@ " finished: updated `.obs` with `.metadata`\n", "added to `.uns['neighbors']` and `.obsp`\n", " 'distances', cluster-weighted adjacency matrix\n", - " 'connectivities', cluster-weighted adjacency matrix (0:00:19)\n" + " 'connectivities', cluster-weighted adjacency matrix (0:00:18)\n" ] } ], @@ -3524,6 +5281,9 @@ "name": "stdout", "output_type": "stream", "text": [ + "Calculating clone closeness centrality\n", + " finished: Updated Dandelion metadata\n", + " (0:00:00)\n", "Calculating Gini indices\n", " finished (0:00:00)\n" ] @@ -3550,40 +5310,40 @@ " \n", " \n", " clone_size_gini\n", - " clone_degree_gini\n", + " clone_centrality_gini\n", " \n", " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k\n", + " sc5p_v2_hs_PBMC_10k\n", " 0.0\n", - " 0.145969\n", + " -1.000000\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k\n", + " vdj_nextgem_hs_pbmc3\n", " 0.0\n", - " 0.225064\n", + " 0.232323\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3\n", + " vdj_v1_hs_pbmc3\n", " 0.0\n", - " 0.119748\n", + " -1.000000\n", " \n", " \n", - " vdj_v1_hs_pbmc3\n", + " sc5p_v2_hs_PBMC_1k\n", " 0.0\n", - " 0.119748\n", + " -1.000000\n", " \n", " \n", "\n", "" ], "text/plain": [ - " clone_size_gini clone_degree_gini\n", - "sc5p_v2_hs_PBMC_10k 0.0 0.145969\n", - "sc5p_v2_hs_PBMC_1k 0.0 0.225064\n", - "vdj_nextgem_hs_pbmc3 0.0 0.119748\n", - "vdj_v1_hs_pbmc3 0.0 0.119748" + " clone_size_gini clone_centrality_gini\n", + "sc5p_v2_hs_PBMC_10k 0.0 -1.000000\n", + "vdj_nextgem_hs_pbmc3 0.0 0.232323\n", + "vdj_v1_hs_pbmc3 0.0 -1.000000\n", + "sc5p_v2_hs_PBMC_1k 0.0 -1.000000" ] }, "execution_count": 43, @@ -3592,6 +5352,7 @@ } ], "source": [ + "ddl.tl.clone_centrality(vdj)\n", "ddl.tl.clone_diversity(vdj, groupby = 'sample_id', method = 'gini', update_obs_meta = False)" ] }, @@ -3604,6 +5365,13 @@ "name": "stdout", "output_type": "stream", "text": [ + "Transferring network\n", + "converting matrices\n", + "Updating anndata slots\n", + " finished: updated `.obs` with `.metadata`\n", + "added to `.uns['neighbors']` and `.obsp`\n", + " 'distances', cluster-weighted adjacency matrix\n", + " 'connectivities', cluster-weighted adjacency matrix (0:00:18)\n", "Calculating Gini indices\n", " finished: updated `.uns` with Gini indices.\n", " (0:00:00)\n" @@ -3631,40 +5399,40 @@ " \n", " \n", " clone_size_gini\n", - " clone_degree_gini\n", + " clone_centrality_gini\n", " \n", " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k\n", + " sc5p_v2_hs_PBMC_10k\n", " 0.0\n", - " 0.155593\n", + " -1.000000\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k\n", + " vdj_nextgem_hs_pbmc3\n", " 0.0\n", - " 0.225064\n", + " -0.058824\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3\n", + " vdj_v1_hs_pbmc3\n", " 0.0\n", - " 0.103896\n", + " -1.000000\n", " \n", " \n", - " vdj_v1_hs_pbmc3\n", + " sc5p_v2_hs_PBMC_1k\n", " 0.0\n", - " -0.047619\n", + " -1.000000\n", " \n", " \n", "\n", "" ], "text/plain": [ - " clone_size_gini clone_degree_gini\n", - "sc5p_v2_hs_PBMC_10k 0.0 0.155593\n", - "sc5p_v2_hs_PBMC_1k 0.0 0.225064\n", - "vdj_nextgem_hs_pbmc3 0.0 0.103896\n", - "vdj_v1_hs_pbmc3 0.0 -0.047619" + " clone_size_gini clone_centrality_gini\n", + "sc5p_v2_hs_PBMC_10k 0.0 -1.000000\n", + "vdj_nextgem_hs_pbmc3 0.0 -0.058824\n", + "vdj_v1_hs_pbmc3 0.0 -1.000000\n", + "sc5p_v2_hs_PBMC_1k 0.0 -1.000000" ] }, "execution_count": 44, @@ -3673,6 +5441,7 @@ } ], "source": [ + "ddl.tl.transfer(adata, vdj)\n", "ddl.tl.clone_diversity(adata, groupby = 'sampleid', method = 'gini', update_obs_meta = False)" ] }, @@ -3717,20 +5486,20 @@ " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k\n", - " 595.0\n", + " sc5p_v2_hs_PBMC_10k\n", + " 561.0\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k\n", - " 595.0\n", + " vdj_nextgem_hs_pbmc3\n", + " 264.5\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3\n", - " 595.0\n", + " vdj_v1_hs_pbmc3\n", + " 561.0\n", " \n", " \n", - " vdj_v1_hs_pbmc3\n", - " 595.0\n", + " sc5p_v2_hs_PBMC_1k\n", + " 561.0\n", " \n", " \n", "\n", @@ -3738,10 +5507,10 @@ ], "text/plain": [ " clone_size_chao1\n", - "sc5p_v2_hs_PBMC_10k 595.0\n", - "sc5p_v2_hs_PBMC_1k 595.0\n", - "vdj_nextgem_hs_pbmc3 595.0\n", - "vdj_v1_hs_pbmc3 595.0" + "sc5p_v2_hs_PBMC_10k 561.0\n", + "vdj_nextgem_hs_pbmc3 264.5\n", + "vdj_v1_hs_pbmc3 561.0\n", + "sc5p_v2_hs_PBMC_1k 561.0" ] }, "execution_count": 45, @@ -3799,19 +5568,19 @@ " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k\n", + " sc5p_v2_hs_PBMC_10k\n", " 1.0\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k\n", + " vdj_nextgem_hs_pbmc3\n", " 1.0\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3\n", + " vdj_v1_hs_pbmc3\n", " 1.0\n", " \n", " \n", - " vdj_v1_hs_pbmc3\n", + " sc5p_v2_hs_PBMC_1k\n", " 1.0\n", " \n", " \n", @@ -3821,9 +5590,9 @@ "text/plain": [ " clone_size_normalized_shannon\n", "sc5p_v2_hs_PBMC_10k 1.0\n", - "sc5p_v2_hs_PBMC_1k 1.0\n", "vdj_nextgem_hs_pbmc3 1.0\n", - "vdj_v1_hs_pbmc3 1.0" + "vdj_v1_hs_pbmc3 1.0\n", + "sc5p_v2_hs_PBMC_1k 1.0" ] }, "execution_count": 46, @@ -3876,20 +5645,20 @@ " \n", " \n", " \n", - " sc5p_v2_hs_PBMC_10k\n", - " 5.087463\n", + " sc5p_v2_hs_PBMC_10k\n", + " 5.044394\n", " \n", " \n", - " sc5p_v2_hs_PBMC_1k\n", - " 5.087463\n", + " vdj_nextgem_hs_pbmc3\n", + " 5.044394\n", " \n", " \n", - " vdj_nextgem_hs_pbmc3\n", - " 5.087463\n", + " vdj_v1_hs_pbmc3\n", + " 5.044394\n", " \n", " \n", - " vdj_v1_hs_pbmc3\n", - " 5.087463\n", + " sc5p_v2_hs_PBMC_1k\n", + " 5.044394\n", " \n", " \n", "\n", @@ -3897,10 +5666,10 @@ ], "text/plain": [ " clone_size_shannon\n", - "sc5p_v2_hs_PBMC_10k 5.087463\n", - "sc5p_v2_hs_PBMC_1k 5.087463\n", - "vdj_nextgem_hs_pbmc3 5.087463\n", - "vdj_v1_hs_pbmc3 5.087463" + "sc5p_v2_hs_PBMC_10k 5.044394\n", + "vdj_nextgem_hs_pbmc3 5.044394\n", + "vdj_v1_hs_pbmc3 5.044394\n", + "sc5p_v2_hs_PBMC_1k 5.044394" ] }, "execution_count": 47, @@ -3912,6 +5681,32 @@ "ddl.tl.clone_diversity(vdj, groupby = 'sample_id', method = 'shannon', update_obs_meta = False, normalize = False)" ] }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "AnnData object with n_obs × n_vars = 16552 × 1572 \n", + " obs: 'batch', 'sampleid', 'scrublet_score', 'n_genes', 'percent_mito', 'n_counts', 'scrublet_score_bh_pval', 'is_doublet', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr', 'leiden', 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'changeo_clone_id', 'junction_aa_heavy', 'junction_aa_light', 'mu_freq', 'mu_freq_seq_r', 'mu_freq_seq_s', 'mu_freq_seq_r_IGK', 'mu_freq_seq_s_IGK', 'mu_freq_IGK', 'mu_freq_seq_r_IGH', 'mu_freq_seq_s_IGH', 'mu_freq_IGH', 'mu_freq_seq_r_IGL', 'mu_freq_seq_s_IGL', 'mu_freq_IGL', 'clone_id_size', 'clone_id_group_size', 'clone_degree', 'clone_centrality'\n", + " var: 'gene_ids-0', 'feature_types', 'genome', 'gene_ids-1', 'gene_ids-2', 'gene_ids-3', 'n_cells', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'mean', 'std'\n", + " uns: 'has_bcr_colors', 'leiden', 'leiden_colors', 'neighbors', 'pca', 'umap', 'rna_neighbors', 'sample_id_colors', 'isotype_colors', 'clone_id_by_size_colors', 'status_colors', 'vdj_status_colors', 'clone_id_colors', 'clone_id_size_colors', 'clone_id_group_size_colors', 'diversity'\n", + " obsm: 'X_pca', 'X_umap', 'X_bcr'\n", + " varm: 'PCs'\n", + " obsp: 'connectivities', 'distances', 'rna_connectivities', 'rna_distances', 'bcr_connectivities', 'bcr_distances'" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "adata" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -3924,23 +5719,23 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 48, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3969,23 +5764,23 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 49, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAB9oAAAPkCAYAAADmvjUYAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy86wFpkAAAACXBIWXMAAB7CAAAewgFu0HU+AAEAAElEQVR4nOzdd5RV5bk/8O8ZYIBhQMGCPdjAhj3YosSOFRsW0GuM+ZkYY4lJFBOTG+810cRYYiwxaqIhmthRI4qiWFAEW1CJikG8NkCQ5gAyA3N+f7A4V0KZOQoHvXw+a7HWnr3f/bzPOXNwLfye992FYrFYDAAAAAAAAADQLFUrugEAAAAAAAAA+DIRtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAALGMnnHBCunXrlm7duuW9995b6Nrdd99duva73/3uM9Xv379/qcaIESOWRcsAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQhpYrugEAAAD+b7rtttvys5/9LEmyzz775Oqrr17q+MbGxuyxxx6ZNGlSqqqq8vjjj6dz586fae6RI0fmnnvuyQsvvJAJEyYkSdZcc81st912OeaYY7Ljjjsu9f4JEybknnvuyciRIzNu3LhMmzYt8+bNyyqrrJKvfOUr2WWXXXLcccdltdVW+0z9LWvFYjH3339/7rvvvrz22muZMWNGVl999WyxxRbp06dPvv71rzerztNPP537778/zz//fCZPnpxCoZA111wzO+20U4466qhsvfXWzarzyiuvZNCgQXn++eczfvz4TJs2La1atcoqq6ySzTbbLHvuuWcOP/zwVFdXL3TfZZddluuuuy5JcuKJJ+bHP/7xUueZMWNGdtttt9TX16d9+/Z5+umnc/zxx+fll19Oklx00UU54ogjllrjueeey/HHH58k2XvvvXPNNdc06zUmye9+97tcddVVzZrr7rvvznnnnZck+d73vpfTTz99kTH19fW57777MmTIkLz66quZNm1aWrdundVXXz3bb7999ttvv+y5555N9rUsP7/Dhw/PbbfdlpdeeikfffRR2rdvn8022yxHHnlkDj744PzjH//IMcccs9TXtcCoUaNy9913Z8SIEfnwww8zb968rL766tlhhx3Su3fv7Lbbbk32AwAA8EUhaAcAAGC5OOCAA/KLX/wic+bMyZNPPpmPP/447du3X+L4ESNGZNKkSUmSnXfe+TOF7FOnTs15552XoUOHLnLt3Xffzbvvvpv77rsvRx11VC644IK0bLnoP4t/+9vf5vrrr09DQ8Mi1yZNmpRJkybl+eefz4033phLLrkk++yzT9l9LktTp05N37598+KLLy50/oMPPsgHH3yQIUOG5JBDDsnFF1+82NebJNOmTcsPfvCDDBs2bJFrb7/9dt5+++3cdtttOeKII3LBBRcsEpAvUFdXl3PPPTdDhgxZ5FpDQ0NmzZqV8ePHZ+jQobn++utz/fXXZ8MNNyyN6d27dylof/DBB9O/f/9UVS15M77Bgwenvr4+SdKrV6+0bt06hx12WClof+CBB5oM2u+///6F5l9R3n333XzrW9/K22+/vdD5hoaG1NXV5e23387dd9+d7bffPtdcc006duy42DrL6vM7b968/OxnP8udd9650PkpU6bkmWeeyTPPPJOBAwfm5JNPbvK1zZkzJz/96U9z7733LnLtvffey3vvvZd77703PXv2zG9+85t06NChyZoAAAArmqAdAACA5aJDhw7Zc88989BDD6W+vj6PPPLIUkPPv//976XjzxJ4zpw5M//xH/+RMWPGJEkKhUJ22WWXbLPNNikWixk1alSGDx+eJLnzzjtTKBRy4YUXLlTj0ksvzR/+8IfS/TvvvHO6d++e9u3bZ+bMmfnnP/+Zp59+OvPmzcusWbPywx/+MIMGDco666xTdr/Lyo9//OPMnDkzLVu2TM+ePbP55ptn7ty5eeaZZ0qB8/33358NN9wwp5122iL3T58+Pccee2zGjRuXJGnbtm322muvbLzxxpk3b15ee+21PPXUU2loaMjdd9+dCRMm5IYbbkiLFi0WqtPY2Jhvfetbeemll0p1evbsmY033jht2rTJ1KlTM3LkyLz66qtJ5gfLZ555ZgYOHFgK0zfeeON07949r7zySj788MM899xz2WmnnZb42h944IHS8YLPzIEHHpiLLrooDQ0NGT58eD766KMlrtxuaGjI4MGDk/zv53VFqK+vz3e+851SyL722mvn61//etZee+3MmjUrY8aMyeOPP57Gxsa8+OKLOeOMMzJgwIBF6izLz+8555yz0N/JnXfeOTvuuGPmzp2bESNG5KWXXspTTz2Vt956q8nXdtJJJ+WFF15IkrRq1Sq77757tthiixQKhYwdOzaPP/54Zs2alSeeeCL9+vXL3/72t7Rr1+6zvp0AAAAVIWgHAABguendu3ceeuihJEtfXVxfX5+HH344yfyAdt999y17rksvvbQUsq+xxhr53e9+l+22226hMUOGDMmZZ56ZuXPn5o477sjhhx+eHXbYIUkybty4/PGPf0wyPwy8/vrrs8suuywyzxtvvJFvfvObmTx5cmbPnp177703p556atn9LiszZ87MpptumquuuipdunQpnf/+97+fq666Kr/73e+SJH/605/y//7f/1tkNfpPfvKTUsi+22675ZJLLlkkmB43bly+973v5V//+leeeeaZXHvttfne97630Jh77rmnFLKvt956+ctf/pK11157kX4feOCB/PCHP0xjY2PeeOONvPTSS6XfQTL/M/PKK6+Uxi4paJ80aVJGjhyZJFl33XVLjwPo2LFjevbsmSFDhmTevHl56KGH0q9fv8XWePLJJzNt2rQk83dgWNJK/eVt8ODB+de//pUk6dGjR2644Ya0bt16oTEvv/xyTjzxxMyaNSsjR47Miy++mO233750fVl+fh999NFSyN62bdv89re/Tc+ePRca8/e//z39+/fP+++/v9TXdumll5ZC9i222CJXXnll1l9//YXGTJw4MWeffXaef/75jBkzJhdeeGEuuuiipdYFAABY0Za8/xoAAAB8TnvssUc6deqUJHn22WczZcqUxY578sknM2PGjCTzn+de7mrW6dOn5/bbb0+StGjRIldfffUiIfuC2t/+9rdLP992222l4/vvvz9z585Nkhx//PGLDSmTpFu3bjnppJNKPy9Yob2i1NTU5Prrr18oZF/gtNNOK4WaH3/8cd58882Frr/88st55JFHkiRdu3bNtddeu9jV3xtuuGF+//vfl8LfP/7xj/n4448XGnPPPfeUjn/yk58sNmRPkoMOOii777576ed/f/8OOuigtGrVKsn8AHrB7+TfDRo0KPPmzUuSHHLIISkUCqVrhx12WOn401vD/7tPXzv00EOXOG55GzVqVOn4xBNPXCRkT5Ktt9463/jGN5LM/4wv2K1ggWX5+b3kkktKxxdeeOEiIXuSHHzwwfnpT3+6lFc1P0C/5ZZbkiSrr756/vjHPy4SsidJ586d8/vf/7702Rs4cGD+53/+Z6m1AQAAVjRBOwAAAMtNy5Ytc9BBByVJ5s6dW1rd/u8+77bxTzzxROmZ1HvssUe22WabJY495phjsvHGG2fPPffMJptsUjq/884754c//GGOPfbYHH300Uudr1u3bqXjfw+cK+2AAw5YYqhdKBQWWhE+fvz4ha7fcccdpeOTTz55sQHvAuuvv34pjJ45c2YeffTRha4fe+yxOf3003PMMccsNpj9tKW9f506dcrXvva1JPOfHf/0008vtsbSPjM9e/bMqquumiT5xz/+sdhV13V1dRk6dGiS+SvwP72qvtI+vQ3/gl0BFufEE0/M4MGDM2rUqFLovsCy+vy+8cYbpR0ONt100xx88MFLrHP00UfnK1/5yhKv33PPPaW/l8cdd9wSnyufJO3bt88JJ5yQZP5jCJb2BQkAAIAvAlvHAwAAsFz17t279DzpQYMGpW/fvgtdnzlzZh5//PEk87d833XXXcue49NhbFPP2e7cuXMGDRq0yPkePXqkR48eTc5VX1+/0GrbJa24rpRPbx++OKuvvnrpuK6ubqFrC7ZeT5Itt9yyWXMtCOdfeOGFhVaOLy2Q/bTp06dn4sSJpZ8X9/4ddthhpRB80KBBiwT377zzTmlFd/fu3bPRRhstdL26ujoHHXRQbrnllhSLxTzwwAM55ZRTFhrzyCOP5JNPPkkyfzX7p1fEV9pXv/rV3HTTTUmSG264Ie+//3569+6dnXbaKTU1NaVxq666aukLBP9uWX1+n3jiidLx3nvvvdRahUIh++23X66//vrFXn/uuedKx1tttVWTvX36s/ziiy82OR4AAGBFErQDAACwXHXv3j0bb7xxxo4dm+effz4TJ05M586dS9eHDBmS2bNnJ5kf1n56dW9zTZgwoXT86VXqn8ecOXMybty4vPPOO3nnnXfy9ttvZ8yYMXnttddSX19fGlcsFpfJfJ/Vgq35l6Rly//9p39jY2PpeO7cuQsFrs0Nyhf44IMPlnp9+vTpC71/48aNy+uvv56xY8cu9J4t7v3ba6+90qFDh8yYMSNDhgzJnDlzFlpt35wdEA477LDStuWLC9q/KNvGJ/Nfb48ePUpffHjwwQfz4IMPplWrVtl+++2z++67p2fPnunatWuza37Wz+8777xTOt50002bnOfTq+P/3YLnzidZ6JENzdHUs98BAABWNEE7AAAAy13v3r1z2WWXpVgsZtCgQQs9I/rzbhufJB999FHpeJVVVvnsjSZ59NFH8+c//znPP//8Elert2jRovR88BWt3OfZLzBjxozP9SWB6dOnL3Kuvr4+f/vb33LHHXdkzJgxS7y3qfevuro6BxxwQG677bbU1dXliSeeyH777Ve6/sADDyRZ+NEE/27rrbfORhttlLfeeqsU8G+88cZJkkmTJuXZZ59NkmyzzTbZcMMNm37By1FVVVWuueaaXHjhhbn33ntLv5eGhoaMGDEiI0aMyG9+85t06dIlRx55ZE444YS0bdt2sbU+7+d38uTJpeP27ds32fuSVtgni/+MNNeMGTM+870AAACVIGgHAABguTv00ENz+eWXl7bxXhC0T506Nc8880ySpGvXrtl8880/U/1lsX373Llz079//8U+G3qNNdbIxhtvnC233DJf/epXU1VVtcgK6S+bT79nbdq0yRlnnFHW/autttpCP0+aNCnf+ta38vrrry90vqqqKuuuu2423XTTdO/ePTvttFOGDRuWa665Zqn1Dz300Nx2221J5gfrC4L2119/vbRSevfdd1/qiv7evXvn8ssvTzJ/BftZZ51VqrcgaP6sX+4oV1Nfamjfvn1+9atf5bTTTssDDzyQxx57LK+++upCuxC8/fbbufTSS3PbbbdlwIABWWeddUrXltXnd8Ez1ZvTc1NjPv0ZO/PMMxfalaAp5YwFAABYEQTtAAAALHdrr712evTokREjRuSVV17JO++8kw022CAPPfRQKYz7PIFnhw4dSsefdSXsddddVwopq6urc9xxx2WvvfbKFltssVD9ZOHnWH9ZfXrl/5w5c3LCCSekurr6M9f74Q9/WArZV1999Zx00knZeeeds+mmmy4Smj766KNN1ttxxx2z/vrr5913383jjz+emTNnpl27dmXtgNC7d+9cccUVKRaLefDBB0tB+6BBg5IkrVq1ygEHHFDOy1yipkLpOXPmNKvOBhtskFNPPTWnnnpqpk+fnueeey5PP/10HnvssdIjEt57772cd955ufnmm0v3LavP76c/F81Zkf7xxx8vtdaCFfIHHHDACt85AAAAYFmqWtENAAAAsHI47LDDSsdDhgxJ8r9bgFdVVeWQQw75zLXXX3/90vFbb73V5PhLLrkkF154YW6++ebU1dWlvr4+N910U+n6r3/96/z4xz/OzjvvvEhImSRTpkwpHa/oZ7R/Vq1bt84aa6yRZP5rePnll5u8Z/bs2Zk9e/Yi50eNGlXair2mpia33XZbvvWtb2WrrbZa7MrkqVOnNqvHBUH6J598kmHDhiX535C8ffv22WuvvZZ6/4IveCTzV4O/9dZbmTx5cum1NrUivimFQqF0/Onnni/OpEmTyq6/yiqrZJ999sl//ud/5vHHH8+Pf/zj0rVnn302EydOLM29rD6/C7bXTxZ+xvqSvPnmm0u89um/l835fNXX16eurq7JcQAAAF8EgnYAAAAqYr/99is9V3ro0KH58MMP88ILLyRJdt5553Tu3Pkz195+++1Lx0899dRSx86ZMye33nprBgwYkMsuuyzV1dV56623SivhV1lllSZXOY8YMaJ0/GUN2pPkq1/9aun40yvFl+Syyy7Ltttum9122y1XX3116fw//vGP0vFuu+2W9dZbb4k1isViRo4cWfr501uj/7tPr1gfOnRoXn755bz//vtJkl69ejVre/FPf8Hjsccey+OPP176nX3ebeM//Zz0T4fXi/PKK68s9vy8efNy7rnn5ogjjshuu+22xMC+UCjkxBNPTJcuXUrnFgTty/Lzu9NOO5WOH3/88aXWSeb/XpZkxx13LB035/N16623ZocddshOO+2Un/3sZ02OBwAAWJEE7QAAAFREbW1t9t577yTJiy++mIEDB5ZC1s8beO6///6lbc8fffTRpa6yHThwYGbNmpUk6dmzZ6qrqxcKN2fNmrXUbb5fffXVhULDTz/T+svm0yH0XXfdtcjz1T/t3Xffze23354kmTx5crbaaqvStU+/f02tVh8wYEDee++90s+ffo73v9tggw2y3XbbJZkf+g4ePLh0rbmfmf333z81NTVJ5gftC7ZN79ChQ5Mr4puy5pprlo6feeaZJY4bPXr0Eq+3aNEir7/+ekaPHp3JkycvdVv9xsbGTJs2rfTzgi+nLMvP7w477JCvfOUrSZIxY8bkkUceWWKtIUOGLPUzc9hhh5VW/T/55JNL3bJ++vTpueGGG5Ik06ZNS7du3ZY4FgAA4ItA0A4AAEDFLAhH586dm2uvvTbJ/FXB++677+equ/rqq+eYY45JMj84PPXUUxe77fXIkSNz8cUXJ5m/Qvjkk09Okmy00UZp1apV6f7LL798sSvVhwwZkpNPPnmhcPKTTz75XL2vSD179iwF2fX19fnWt76VF198cZFxb7/9dr7zne+UXuvWW2+dnj17lq5vttlmpeMXXnhhseFsfX19fv/735fe/wUWtxX9py34zEydOjW33nprkmTdddddaLX00rRr1y777LNPkvkr7xdsQd+rV6/P9Uz6ZP5ODAuC5Oeffz633XbbImNeeeWVnHbaaZk3b94S6xx55JGl45///OeLXf1eLBZz8cUXl4L2bbbZphS0L8vPb6FQyOmnn176uX///hk+fPgitZ5++umce+65S3xNSbLJJpvkoIMOKv38/e9/f7FfJJg0aVJOO+200vb666yzTo466qil1gYAAFjRWq7oBgAAAFh57LbbblljjTUyadKk0qryffbZJ+3atfvctX/0ox/lxRdfzOjRo/Puu+/msMMOS8+ePbP55psnSV566aU8/fTTpQDylFNOyTbbbJNk/mr7I444ohSU/ulPf8rTTz+dXXbZJR07dsyHH36Y4cOHZ9y4cUmSli1bZt68eSkWiwutMP4yuvzyy9OnT59MmjQpkyZNSt++fbPzzjtn2223TaFQyL/+9a889thjpZXnq6yySi655JKFauy6667ZdNNN8+abb6ZYLOZ73/tevva1r2WLLbZI69at8/7772fo0KGl1e6tWrUqhb1NvX8HHnhgfvnLX6a+vr70mTnkkEMWej56Uw477LDcd999mTdvXqnG591FIUnWWGONHHzwwbn//vuTJD/72c9y//33Z4cddkgy/7nkw4cPT7FYzAEHHJAHH3xwsXWOPfbY3HnnnXnjjTcybdq09OnTJ7vuumu6du2aTp065aOPPsqwYcNKXx6prq5O//79S/cv68/vIYcckkceeSSDBw9OXV1dvvGNb2TXXXctPaLhxRdfLK3Qb9u2benLEov7nVxwwQV5/fXX869//SszZ87Md7/73WyzzTbZaaed0rp164wbNy5DhgwpBf6tW7fOb37zm2Y9FgAAAGBFErQDAABQMS1atMjBBx+cP/3pT6VzyyLwTOYHdH/+85/zwx/+MEOHDk1DQ0OGDBmSIUOGLDSuqqoq3/nOd3LmmWcudP68887L//zP/+TZZ59NMn/b7DFjxiwyzzrrrJNf/epX+fGPf5x33303H330USZMmJC11lprmbyOSlt77bVz55135qyzzspLL72UYrGY4cOHL3YV88Ybb5wrrrhioeeEJ/N/r7/73e/yzW9+Mx988EGSZNiwYaXV45+244475vvf/3769euXZP626kuzyiqr5Otf/3oefvjh0rlyPzO77LJLOnfuXHqm+XrrrVcKwz+vn//855k4cWLpufPPPfdcnnvuuYXGHH300TnzzDOXGLRXV1fnhhtuyKmnnppXX301xWIxTz/9dJ5++ulFxq6xxhr5xS9+UQq9F1jWn9/f/OY3qaqqKvX8zDPPLLL9/QEHHJD11lsv119/fel1/Lva2tr89a9/zTnnnFN6nvuoUaMyatSoRcautdZaueSSS5bZ7wYAAGB5ErQDAABQUYcddlgpaF9jjTWy6667LrPatbW1+f3vf5/hw4dn4MCBeeGFFzJ58uQUi8WstdZa2XnnndOvX7907dp1kXvbtm2bP/3pTxk4cGDuv//+vPbaa5kxY0Zat26dTp06pWvXrunZs2cOO+ywtGnTJrvttlv+9re/JUnuu+++nHLKKcvsdVTaWmutlb/97W8ZOnRoHnzwwbz00kuZPHlyGhoa0rFjx2yxxRbZf//9c/DBBy9xu/UNN9ww9957b/7yl7/ksccey7hx4zJ79uy0bds2a6+9djbffPMceOCB+frXv55CoZCNNtoob731Vt55552MGjWqtLvA4vTu3bsUtHfv3j0bbbRRWa+vqqoqBx98cG688cYkyaGHHlrWivilqa2tzZ///OcMGjQo9957b1599dXMmDEjq6++erbddtscc8wx2WWXXTJlypSl1llzzTVz++2356GHHsrgwYMzevTofPTRR5k7d246deqUjTfeOHvuuWeOOOKI1NbWLnL/sv78VldX54orrsgRRxyRu+66K6NGjcpHH32UmpqabLXVVjn22GOz77775je/+U3pnpqamsW+tg4dOuT3v/99nn/++dx333157rnn8uGHH2bOnDnp0KFDunXrlr333juHH374MtndAgAAoBIKxcU9tAsAAADg/5D+/fvnnnvuSZIMHjx4kVX5fDb/+Z//WQrsf/vb36ZXr14ruCMAAIDKsKIdAAAA+D9t9uzZpRXx22+/vZB9KT788MPcc8896dKlS7bYYousv/76Sx3/5ptvlo433HDD5d0eAADAF4agHQAAAPg/beDAgZk5c2aSpE+fPiu4my++yy67LEnSpUuXDB48eInjXnvttbzwwgtJko4dO2aTTTapSH8AAABfBFUrugEAAACAZamurq50/MQTT5SeI96pU6ccdNBBK6qtL4U111wzG220UZLk7bffznXXXZfGxsZFxo0dOzannXZa6ed+/fqlRYsWFesTAABgRfOMdgAAAOD/lNNPPz0jR45MQ0NDaSV7Mv954n379l2BnX05PPTQQznzzDNLP3fp0iW77LJLOnfunBkzZuTNN9/M008/XQrgt9xyy9x2221p1arVimoZAACg4mwdDwAAAPyf0rlz50ybNm2hc/vuu2+OO+64FdPQl0yvXr3y85//PBdffHE++eSTvP3223n77bcXO3b//ffPL3/5SyE7AACw0rGiHQAAAPg/5aGHHsqvfvWrTJ48Oeuss06OOOKInHzyyWnZ0nqDckyYMCF33HFHnn766YwbNy51dXVp3759OnfunG222SZHHHFEtt122xXdJgAAwAohaAcAAAAAAACAMlSt6AYAAAAAAAAA4MtE0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGVqu6AZY8RobGzN79uwkScuWLVMoFFZwRwAAAAAAAADLRrFYzNy5c5Mkbdu2TVXV51+PLmgns2fPzuuvv76i2wAAAAAAAABYrjbbbLO0a9fuc9exdTwAAAAAAAAAlMGKdtKy5f9+DDbbbLO0atVqBXYDAAAAAAAAsOw0NDSUdvj+dDb6eQjaWeiZ7K1atUp1dfUK7AYAAAAAAABg+fh0Nvp52DoeAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMLVd0AwAAAJU0r1jM5NlzKjrn6m1bp0WhUNE5AQAAAFh+BO0AAMBKZfLsOdlv0BMVnfPhA3umc02bis4JAAAAwPJj63gAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDC1XdAMrwhtvvJEbbrghI0aMyJQpU7Lqqqtmq622St++fbPHHnt85rrvvfderr/++gwbNiwTJ05MbW1tunXrlj59+uTggw9e6r2ffPJJbr311jz00EMZO3Zs5syZkzXXXDM9evTIiSeemM033/wz9wUAAAAAAADAslMoFovFFd1EJQ0ZMiRnnXVWGhoaFnv9hBNOyPnnn1923VGjRuWkk07KzJkzF3t9v/32y+WXX56WLRf9bsPkyZNz0kknZcyYMYu9t2XLlvnxj3+cfv36ld1Xc9TX1+eVV15JknTv3j3V1dXLZR4AAPgimDjrk+w36ImKzvnwgT3TuaZNRecEAAAAYL7lkYeuVFvHjx49OmeffXYaGhrSvXv3DBgwIM8++2zuvPPO7L333kmSAQMG5JZbbimr7vjx43PKKadk5syZ6dKlS6677roMHz48999/f/r06ZMkefjhh3PppZcu9v4zzzwzY8aMSYsWLfLNb34z999/f5566qlcffXV6dKlS+bOnZv//u//zvDhwz/fGwAAAAAAAADA57ZSBe1XXHFF5syZkw022CA333xzevTokY4dO6Z79+65+uqrs++++yZJrrzyytTV1TW77nXXXZdp06alQ4cOGTBgQL7+9a+nU6dO6dq1ay688MKceOKJSeaH+O++++5C9z7//PN5/vnnkyTf/e53c+6556Zr165Zc801s88++2TAgAHp2LFjisVirr322mX0TgAAAAAAAADwWa00QfvYsWPz5JNPJklOOeWUtGvXbqHrhUIh/fv3T6FQyLRp0zJ48OBm1Z0+fXruuuuuJEm/fv2y5pprLjLmjDPOSG1tbRoaGnLPPfcsdG3BFgVJSqvfP23NNdfMXnvtlSR5+eWXm9UTAAAAAAAAAMvPShO0LwjZC4VCKbj+d+utt166deuWJHn00UebVXfEiBGpr69PkiXWra2tzU477bTYuoVCoXQ8d+7cxd7fqlWrJElV1Urz6wIAAAAAAAD4wlppktvXXnstSbLWWmtltdVWW+K4LbbYIsn857mXU7eqqiqbb755k3XffPPNUjCfJFtvvXXp+N9XuyfzV8wPHTo0SbL99ts3qycAAAAAAAAAlp+VJmj/4IMPkiTrrrvuUsets846SZKJEyemoaGh2XU7d+5cWnm+tLrz5s3LhAkTSue333777LPPPkmSa665JpdccknefPPNTJ48OU8++WROPPHETJw4Me3bt88Pf/jDJvsBAAAAAAAAYPlquaIbqJSpU6cmSTp06LDUce3bt0+SFIvFfPzxx+nUqdMyrZvMX6X+aZdffnkuv/zy3Hrrrbnhhhtyww03LHR9jz32yLnnnptNNtlkqXMAAAAAAAAAsPytNCva58yZkyRp06bNUse1bt16kXuWd92ZM2emqqpqiTXGjh2bF198scleAAAAAAAAAFj+VpoV7S1atEiSFAqFpY4rFoul46qqpr+H8FnqfnrsxIkT841vfCNvvfVWOnXqlF/84hfZa6+9Ultbm7Fjx+aPf/xj7rvvvvz0pz/N2LFjc9555zXZEwAAAAAAAADLz0qzor2mpiZJ8sknnyx1XH19fem4urp6udT99Or2Sy65JG+99VZqa2tz66235qijjkqnTp1SXV2dzTffPJdcckm+/e1vJ0luuummPP/88032BAAAAAAAAMDys9IE7bW1tUmSjz/+eKnjZsyYkWT+avZVVlmlyboLnr3e3LpJ0rFjxyTzt4wfNGhQkuS4447LhhtuuNh7v/e972W11VZLkvz1r39tsicAAAAAAAAAlp+VJmhfEGKPHz9+qeMWXF977bWbtXV8ly5dkiQffvhhGhsbm6zbsmXLrLnmmkmSd999N/PmzUuSbLfddku8t7q6Ottss02SZNy4cU32BAAAAAAAAMDys9IE7d26dUuSvP/++wutLv93o0ePTpJsttlmZdVtaGjImDFjmqy7ySabpFWrVkkW3k6+oaFhqfMsCP2bGgcAAAAAAADA8rXSBO177LFHkqSxsTGPP/74Yse8++67pbB89913b1bdHj16pG3btkmSoUOHLnZMXV1dRowYsUjdr3zlK2nRokWS5Nlnn13iHA0NDRk1alSSLHF7eQAAAAAAAAAqY6UJ2tdff/3ssMMOSZKrr756kWeqF4vFXHzxxSkWi+nYsWN69+7drLo1NTXZd999kyQ33XRTPvjgg0XGXHHFFZk5c2ZatWqV448/vnR+lVVWKQXvd911V1599dXFznHttddm0qRJSZJDDjmkWX0BAAAAAAAAsHysNEF7kpx33nmpqqrK22+/nb59+2bYsGGZMmVKRo8endNOOy1DhgxJkpx++umpqalZ6N5evXqlV69eOeeccxape/bZZ6empibTpk1Lv379Mnjw4EyZMiVjx47N+eefnwEDBiRJTjjhhKy11loL3XvOOeekXbt2qa+vzwknnJDrrrsub731VqZNm5aXX34555xzTq6++uok81flLwj1AQAAAAAAAFgxCsVisbiim6iku+++Oz/96U8zd+7cxV4/6aST0r9//0XOL3gWe48ePUrB+ac99dRTOf300zN79uzF1u3Vq1cuv/zy0rPWP+3555/PGWeckY8++miJfffs2TOXXXZZamtrlzjms6qvr88rr7ySJOnevXuqq6uX+RwAAPBFMXHWJ9lv0BMVnfPhA3umc02bis4JAAAAwHzLIw9t+bkrfMkcccQR2XLLLXPjjTdmxIgR+eijj1JTU5Otttoqffv2zT777POZ6u6+++554IEH8oc//CHDhg3LxIkTU11dnc022yxHHnlkjjjiiBQKhcXeu+OOO2bQoEG55ZZbMnTo0IwbNy5z5szJqquumu7du+fwww/Pvvvuu8T7AQAAAAAAAKiclW5FO4uyoh0AgJWJFe0AAAAAK5flkYeuVM9oBwAAAAAAAIDPS9AOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBlarugGVoQ33ngjN9xwQ0aMGJEpU6Zk1VVXzVZbbZW+fftmjz32+Mx133vvvVx//fUZNmxYJk6cmNra2nTr1i19+vTJwQcf3OT9o0ePzl/+8peMGDEikyZNSnV1dbp27ZrDDz88Rx11VKqqfC8CAAAAAAAAYEUrFIvF4opuopKGDBmSs846Kw0NDYu9fsIJJ+T8888vu+6oUaNy0kknZebMmYu9vt9+++Xyyy9Py5aL/27DtddemyuvvDKNjY2Lvb7bbrvl2muvTevWrcvurSn19fV55ZVXkiTdu3dPdXX1Mp8DAAC+KCbO+iT7DXqionM+fGDPdK5pU9E5AQAAAJhveeShK9US6dGjR+fss89OQ0NDunfvngEDBuTZZ5/NnXfemb333jtJMmDAgNxyyy1l1R0/fnxOOeWUzJw5M126dMl1112X4cOH5/7770+fPn2SJA8//HAuvfTSxd7/t7/9LVdccUUaGxuz3Xbb5aabbsrw4cNz33335dBDD02SPP3007nkkks+x6sHAAAAAAAAYFlYqYL2K664InPmzMkGG2yQm2++OT169EjHjh3TvXv3XH311dl3332TJFdeeWXq6uqaXfe6667LtGnT0qFDhwwYMCBf//rX06lTp3Tt2jUXXnhhTjzxxCTzQ/x33313oXs/+uij/OY3v0mS7Lzzzrn55puzyy67pFOnTunWrVsuueSS7L///kmS2267LdOmTVsG7wQAAAAAAAAAn9VKE7SPHTs2Tz75ZJLklFNOSbt27Ra6XigU0r9//xQKhUybNi2DBw9uVt3p06fnrrvuSpL069cva6655iJjzjjjjNTW1qahoSH33HPPQtcGDhyYjz/+ONXV1bnwwgsXuzX8SSedlCSpqqrK6NGjm9UXAAAAAAAAAMvHShO0LwjZC4VC9tprr8WOWW+99dKtW7ckyaOPPtqsuiNGjEh9fX2SLLFubW1tdtppp8XWHTRoUJL5z3Bff/31F3v/dtttl1GjRmXUqFHZbbfdmtUXAAAAAAAAAMvHShO0v/baa0mStdZaK6utttoSx22xxRZJ0uyV4wvqVlVVZfPNN2+y7ptvvlkK5uvr6/PGG28kmb9t/KfNmzcvjY2NpZ/btGnTrH4AAAAAAAAAWL5WmqD9gw8+SJKsu+66Sx23zjrrJEkmTpyYhoaGZtft3LlzWrVq1WTdefPmZcKECUmScePGlebo0qVLZs+enWuuuSYHHHBAtt5663Tv3j2HH354br311sybN6/JXgAAAAAAAABY/lqu6AYqZerUqUmSDh06LHVc+/btkyTFYjEff/xxOnXqtEzrJvOf654kkyZNKp375JNPcthhh+Xtt99e6L5//vOfueCCCzJkyJBcddVVqampWeo8AAAAAAAAACxfK82K9jlz5iRpegv21q1bL3LP8qo7c+bM0rnzzjsv77zzTk455ZQMGTIkr7zySh544IEccsghSZKnn346P/3pT5vsBwAAAAAAAIDla6UJ2lu0aJEkKRQKSx1XLBZLx1VVTb89n6XugrGzZ88unZs0aVL+67/+Kz/4wQ+y/vrrp7q6Optsskl+85vf5KijjkqS/P3vf88rr7zSZE8AAAAAAAAALD8rTdC+YMv1Tz75ZKnj6uvrS8fV1dXLpe6C1e1t27YtnevatWv69Omz2HvPPvvsUqA/ePDgJnsCAAAAAAAAYPlZaYL22traJMnHH3+81HEzZsxIMn81+yqrrNJk3QXPXm9u3STp2LFjkqRdu3alczvttNMS711ttdWy0UYbJUn+9a9/NdkTAAAAAAAAAMtPyxXdQKVsuOGGGTlyZMaPH7/UcQuur7322s3aOr5Lly5Jkg8//DCNjY1LvGdB3ZYtW2bNNddMkqy33nql6009433BFwWa89x4AAAAVrxi47zMq5tc0Tlb1K6eQlWLis4JAAAAK6OVJmjv1q1bkuT999/PjBkz0qFDh8WOGz16dJJks802K6tuQ0NDxowZs8T7FtTdZJNN0qpVqyTJV77yldTU1GTWrFl55513ljrPRx99lCTp3Llzs/oCAABgxZpXNzkfXLFPRedc56whadnBvxsBAABgeVtpto7fY489kiSNjY15/PHHFzvm3XffzZgxY5Iku+++e7Pq9ujRo/Ss9aFDhy52TF1dXUaMGLFI3UKhUOrrqaeeSl1d3WLvf+edd0pB/LbbbtusvgAAAAAAAABYPlaaoH399dfPDjvskCS5+uqrF3mmerFYzMUXX5xisZiOHTumd+/ezapbU1OTfffdN0ly00035YMPPlhkzBVXXJGZM2emVatWOf744xe6dswxxyRJZs2alV/+8pcpFosLXW9sbMxFF12UJGnbtm0OOOCAZvUFAAAAAAAAwPKxwoL2adOmZcKECfnggw+a/LOsnHfeeamqqsrbb7+dvn37ZtiwYZkyZUpGjx6d0047LUOGDEmSnH766ampqVno3l69eqVXr14555xzFql79tlnp6amJtOmTUu/fv0yePDgTJkyJWPHjs3555+fAQMGJElOOOGErLXWWgvdu+uuu+bQQw9Nktx111059dRT88ILL2Tq1Kl5+eWX8+1vfzuPPfZYkuQHP/hBVllllWX2fgAAAAAAAABQvoo+o33ixIm54oorMmTIkCVuk/7vCoVC/vnPfy6T+bt3755f/OIX+elPf5oxY8bk5JNPXmTMSSedlH79+i1yfty4cUmSNdZYY5Fra6+9dq688sqcfvrp+eCDD3LGGWcsMqZXr1750Y9+tNi+fvGLX2TevHl54IEHMnTo0MVuQf/Nb35zkdXwAAAAAAAAAFRexYL2GTNm5Ljjjsv48eMX2R69ko444ohsueWWufHGGzNixIh89NFHqampyVZbbZW+fftmn332+Ux1d9999zzwwAP5wx/+kGHDhmXixImprq7OZpttliOPPDJHHHFECoXCYu+trq7OZZddlt69e+f222/PqFGjMm3atKy++urZeuut07dv3+y8886f52UDAAAAAAAAsIxULGi/8cYbS9vAb7XVVunZs2c6deqU6urqSrVQ0q1bt/z6178u65433nijyTHrrrtuLrjggs/aVnr27JmePXt+5vsBAAAAYGVUbGzMnNmzKjpn67Y1KVStsCdzAgCwglUsaH/kkUdSKBRy4IEH5tJLL63UtAAAAADA/3FzZs/K8Dv/WtE5dznquLRpV1vROQEA+OKo2Fcu33///STJt7/97UpNCQAAAAAAAADLXMWC9jZt2iRJOnfuXKkpAQAAAAAAAGCZq1jQ3q1btyTJuHHjKjUlAAAAAAAAACxzFQvajz322BSLxVx33XWVmhIAAAAAAAAAlrmKBe0HHnhgDj/88Dz++OM566yzMnr06BSLxUpNDwAAAAAAAADLRMtKTXTOOeekWCymTZs2GTx4cAYPHpxWrVqlQ4cOadlyyW0UCoUMHTq0Um0CAAAAAAAAwFJVLGi/7777UigUFlrFXl9fn8mTJy/1vkKhsLxbAwAAAAAAAIBmq1jQfthhhwnNAQAAAAAAAPjSq1jQfvHFF1dqKgAAAAAAAABYbqpWdAMAAAAAAAAA8GVSsRXt/27KlCl58cUX88EHH2TWrFlp27Zt1l133Wy77bZZffXVV1RbAAAAAAAAALBUFQ/aJ06cmIsvvjgPP/xwGhsbF7leKBTSs2fP/PznP0/nzp0r3R4AAAAAAAAALFVFt45//fXXc/jhh+ehhx7KvHnzUiwWF/nT2NiYxx9/PL17987rr79eyfYAAAAAAAAAoEkVW9E+e/bsfPe7382UKVPSsmXLHHfccenVq1c23njj1NTUpK6uLmPHjs1DDz2U22+/PdOmTcuZZ56ZgQMHpm3btpVqEwAAAAAAAACWqmJB+y233JIPPvggNTU1+eMf/5htt912oeudOnVKp06d8tWvfjW9e/fOSSedlHfeeSf33ntvjj322Eq1CQAAAAAAAABLVbGt44cMGZJCoZDTTjttkZD932299db57ne/m2KxmL///e+VaRAAAAAAAAAAmqFiQfu4ceOSJPvtt1+zxu+///5Jkrfffnt5tQQAAAAAAAAAZatY0D5r1qwkSfv27Zs1vra2NkkyY8aM5dYTAAAAAAAAAJSrYkH7GmuskSR58803mzV+zJgxSZLVV199ufUEAAAAAAAAAOWqWNC+/fbbp1gs5tprr21y7IJxhUIh22+/fQW6AwAAAAAAAIDmqVjQftxxxyVJhg8fnrPOOitTpkxZ7LgpU6bkrLPOyvDhw5Mkxx57bKVaBAAAAAAAAIAmtazURDvssEOOPvro3H777Rk8eHAee+yx7Ljjjtloo43Srl27zJw5M2+99Vaef/75NDQ0JEmOPvro7LjjjpVqEQAAAAAAAACaVLGgPUkuuOCCVFdX55Zbbkl9fX2GDx9eWrm+QLFYTJIcf/zxOe+88yrZHgAAAAAAAAA0qaJBe6FQyPnnn5+jjz46d9xxR5577rmMHz8+M2fOTE1NTdZZZ53suOOO6dOnT7p161bJ1gAAAAAAAACgWSoatC/QtWvX/OQnP1kRUwMAAAAAAADA51K1ohsAAAAAAAAAgC+T5bKifcFz19u2bZttt912oXOfxS677LIs2gIAAAAAAACAz225BO0nnXRSCoVCNthggwwePHihc+UqFAr55z//uaxbBAAAAAAAAIDPZLk9o71YLDbrHAAAAAAAAAB8mSyXoP3Pf/5zkqRNmzaLnAMAAAAAAACAL7PlErT36NGjWecAAAAAAAAA4MumqlITDRw4MAMHDkxjY2Ozxs+aNStXXXVVfvnLXy7nzgAAAAAAAACg+SoWtPfv3z8//vGPM2fOnGaNb2hoyFVXXZV77rlnOXcGAAAAAAAAAM1XsaA9SYrFYgqFQpPj5s6dm8GDB5eOAQAAAAAAAOCLYpk/o72xsTFHH310Ro8evdD5BQH7dttt1+xahUIh3bp1W6b9AQAAAAAAAMDnscxXtFdVVeW//uu/UigUUiwWP9eftm3b5gc/+MGybhEAAAAAAAAAPrNlvqI9SbbYYov84Q9/yKRJk0rnzjvvvBQKhfz85z9PdXX1Eu8tFApp0aJFVl111Wy11Vbp2LHj8mgRAAAAAAAAAD6T5RK0J8nXvva1hX4+77zzkiSHHnpo2rZtu7ymBQAAAAAAAIDlarkF7f/ukksuyfjx49OmTZtKTQkAAAAAAAAAy1zFgvarrroq77zzTlZZZZUcc8wxlZoWAAAAAAAAAJapqkpNNGHChCTJHnvsUakpAQAAAAAAAGCZq1jQ3r59+yRJfX19paYEAAAAAAAAgGWuYkH7Mccck2KxmMsuuyyNjY2VmhYAAAAAAAAAlqmKPaP9O9/5TqZOnZpbb701+++/f/bee+9sttlm6dixY6qrq5d67y677FKhLgEAAAAAAABg6SoWtG+99dZJkkKhkPfeey8333xzs+4rFAr55z//uTxbAwAAAAAAAIBmq1jQXiwWKzUVAAAAAAAAACw3FQva//znP1dqKgAAAAAAAABYbioWtPfo0aNSUwEAAAAAAADAclOxoB0AAAAAAICmNRaL+WTuvIrO2aZli1QVChWdE+DLbIUE7WPHjs1f//rXPPfccxk/fnxmzZqVtm3bZp111sl2222Xo446KltttdWKaA0AAAAAAGCF+mTuvNw35n8qOuehXb+SmlbWZwI0V8X/i3nZZZflhhtuSLFYTLFYLJ3/+OOP88Ybb2TMmDG5/fbb881vfjNnn312qqqqKt0iAAAAAAAAACxRRYP2iy66KH/+859TLBbTqlWr7Ljjjtl4443Ttm3b1NXVZezYsXnxxRczd+7c3HjjjSkWi/nRj35UyRYBAAAAAAAAYKkqFrSPGjUqN998cwqFQvbZZ59ccMEFWW211RYZN3ny5FxwwQV55JFH8sc//jEHHHCAbeQBAAAAAAAA+MKo2L7st9xyS5KkR48e+d3vfrfYkD1JVl999Vx55ZXZeeedkyS33357pVoEAAAAAAAAgCZVLGh//vnnUygU8t3vfjeFQmGpYwuFQk499dQUi8WMHDmyQh0CAAAAAAAAQNMqtnX85MmTkyTdunVr1vgF4yZOnLjcegIAAAAAAIDlqdg4L/PqJld0zha1q6dQ1aKic8LKpmJBe+vWrdPQ0JCPP/44q666apPj6+rqkiStWrVazp0BAAAAAADA8jGvbnI+uGKfis65zllD0rJD54rOCSubim0dv9FGGyVJhgwZ0qzxDz/8cJJkww03XG49AQAAAAAAAEC5Kha077333ikWi7n66qvz6quvLnXsK6+8kquvvjqFQiF77713hToEAAAAAAAAgKZVLGjv27dvOnfunJkzZ6Zv37751a9+lRdffDHTp09PQ0NDpk+fnhdffDEXXXRR+vXrl5kzZ2b11VdPv379KtUiAAAAAAAAADSpYs9or62tzZVXXplTTjkl06dPz0033ZSbbrppsWOLxWI6dOiQa665Ju3atatUiwAAAAAAAADQpIqtaE+SbbbZJnfccUf222+/JPMD9X//UygUst9+++Xuu+9O9+7dK9keAAAAAAAAADSpYivaF9hggw1y5ZVXZtq0aXn++eczYcKE1NXVpaamJuuss0623377dOrUqdJtAQAAAAAAAECzVDxoX2DVVVfNPvvss6KmBwAAAAAAAIDPZIUF7TNmzMjIkSMzYcKEfPzxx+nYsWPWXXfd7LTTTqmurl5RbQEAAAAAAADAUlU8aH/rrbfy61//OsOGDcu8efMWud6mTZscdNBBOfvss20hDwAAAAAAAMAXTlUlJ3v88cfTu3fvPPHEE5k7d26KxeIif2bPnp277rorBx10UN54441KtgcAAAAAAAAATarYivZ33303Z511VhoaGlJbW5tvfOMb2XPPPfOVr3wlbdu2zaxZszJu3LgMGTIkAwYMyNSpU/Od73wn9913X9q3b1+pNgEAAAAAAABgqSoWtN9www355JNP0rlz5/zlL3/J+uuvv9D19u3bZ+utt87WW2+d3r175z/+4z8yYcKE3Hrrrfn2t79dqTYBAAAAAAAAYKkqtnX8s88+m0KhkHPPPXeRkP3fbbzxxvnBD36QYrGYBx98sEIdAgAAAAAAAEDTKha0T5gwIUmy8847N2t8z549kyT/8z//s9x6AgAAAAAAAIByVSxo79ixY5Jk+vTpzRpfX1+fJGnXrt1y6wkAAAAAAAAAylWxoH3PPfdMsVjMLbfc0qzxf//735Mku++++/JsCwAAAAAAAADKUrGg/fTTT89aa62VW265Jddee22KxeISxz722GP53e9+l1VWWSVnnHFGpVoEAAAAAAAAgCa1rNRE//znP/Pd7343F110Ua688soMHDgwvXr1SteuXVNbW5v6+vq88847efLJJzNy5Mgkya677prbb799iTXPPPPMSrUPAAAAAAAAAEkqGLR/61vfSqFQKP38zjvv5A9/+MNS73niiSfyxBNPLPG6oB0AAAAAAACASqtY0J5kqdvFAwAAAAAA8MU2r7Exk2fMruicq3domxZVFXsaMkCzVCxof/311ys1FQAAAAAAAMvB5Bmzc+Av7qronIN+cmQ6r9quonMCNMXXfwAAAAAAAACgDBXdOn5x6urqMnPmzNTU1KR9+/Yruh0AAAAAAAAAWKoVErQ/+eST+etf/5rnn38+dXV1pfPt2rXLdtttl6OPPjr77rvvimgNAAAAAAAAAJaqokF7fX19zjvvvAwaNChJUiwWF7peV1eXYcOGZdiwYenVq1cuuuiitGnTppItAgAAAAAAAMBSVTRo79+/fx588MEUi8V06tQpe+21VzbeeOO0bds2dXV1GTt2bB5//PFMnTo1Dz30UFq3bp2LL764ki0CAAAAAAAAwFJVLGh/8sknM2jQoBQKhRx//PE555xzUl1dvci4+vr6XHLJJRkwYEDuvffeHHbYYdl5550r1SYAAAAAAAAALFVVpSa68847kyT77bdfzj///MWG7ElSXV2dn/zkJ+nVq1eKxWLuuOOOSrUIAAAAAAAAAE2qWND+j3/8I4VCId/85jebNX7BuFdeeWV5tgUAAAAAAAAAZalY0D516tQkyYYbbtis8V26dEmSTJw4cXm1BAAAAAAAAABlq1jQXlNTkySZPHlys8YvGNe2bdvl1hMAAAAAAAAAlKtiQXvXrl2TJPfff3+zxt93331Jkk033XS59QQAAAAAAAAA5apY0H7AAQekWCzmhhtuyGOPPbbUsY8++mhuuOGGFAqF9OrVq0IdAgAAAAAAAEDTWlZqoqOOOiq33HJLxo4dm9NOOy377rtv9t1332y88capqanJrFmzMnbs2AwePDiPPvpoisViNtpooxx99NGVahEAAAAAAAAAmlSxoL26ujpXX311Tj755Lz//vt55JFH8sgjjyx2bLFYzDrrrJPf//73adWqVaVaBACAL53G4rx8MntyReds03b1VBVaVHROAAAAAPgiqVjQniRdunTJXXfdleuuuy533313pk+fvsiYDh065Mgjj8ypp56aDh06VLI9AAD40vlk9uT8/YFDKjrnwQfdn5qazhWdEwAAAAC+SCoWtDc0NKRVq1ZZddVVc+655+acc87JG2+8kfHjx6euri41NTVZd91107Vr11RVVezR8QAAAAAAAABQlooF7d/5zndSKBRy2mmnZbvttkuhUMhmm22WzTbbrFItAAAAAAAAAMDnVrGl46NHj87TTz+d+vr6Sk0JAAAAAAAAAMtcxYL22bNnJ0k23XTTSk0JAAAAAAAAAMtcxYL2LbfcMkny3HPPVWpKAAAAAAAAAFjmKha0/+d//mc6dOiQ888/P3fffXfq6uoqNTUAAAAAAAAALDMtKzXRQw89lK997Wt54IEH8pOf/CTnn39+1llnnay66qpp3br1Eu8rFAr5y1/+Uqk2AQAAAAAAAGCpKha0X3vttSkUCkmSYrGYYrGY9957L++9995S71twDwAAAAAAAAB8EVQsaP/qV79aqakAAAAAAAAAYLmpWNA+YMCASk0FAAAAAAAAAMtNxYL2xXnttdcyYcKEfPzxx+nYsWPWXXfdbLTRRst93jfeeCM33HBDRowYkSlTpmTVVVfNVlttlb59+2aPPfb4zHXfe++9XH/99Rk2bFgmTpyY2tradOvWLX369MnBBx9cdr1hw4blW9/6VorFYh599NGst956n7k3AAAAAAAAAJaNigft06ZNy1VXXZVBgwZl6tSpi1xfb731csQRR+Tkk09OdXX1Mp9/yJAhOeuss9LQ0FA6N2nSpAwdOjRDhw7NCSeckPPPP7/suqNGjcpJJ52UmTNnls5NnTo1zz77bJ599tkMHjw4l19+eVq2bN5bPm3atJx33nkpFotl9wIAAAAAAADA8lNVyclefvnl7L///rnlllsyZcqUFIvFRf68++67ufLKK3PooYdm/Pjxy3T+0aNH5+yzz05DQ0O6d++eAQMG5Nlnn82dd96ZvffeO8n8Le5vueWWsuqOHz8+p5xySmbOnJkuXbrkuuuuy/Dhw3P//fenT58+SZKHH344l156abNr/uxnP8uHH35YVh8AAAAAAAAALH8VW9E+efLknHLKKZk+fXpatmyZQw45JHvuuWe+8pWvpG3btpk1a1beeuutPProo3nwwQfz9ttv59vf/nbuuOOOtG7depn0cMUVV2TOnDnZYIMNcvPNN6ddu3ZJko4dO+bqq6/O6aefnkceeSRXXnllevfundra2mbVve666zJt2rR06NAhAwYMyJprrpkk6dSpUy688MLU1NTk5ptvzoABA9K3b9+sv/76S603cODADB48+PO9WAAAAAAAAACWi4qtaP/jH/9YCqP/8pe/5KKLLsp+++2Xbt26ZYMNNshmm22WAw88MJdeemluuumm1NTU5M0338ydd965TOYfO3ZsnnzyySTJKaecUgrZFygUCunfv38KhUKmTZvW7KB7+vTpueuuu5Ik/fr1K4Xsn3bGGWektrY2DQ0Nueeee5Za7/33389///d/p6qqKr17925WDwAAAAAAAABUTsWC9ieffDKFQiE/+MEPsu222y51bI8ePXLmmWemWCxm4MCBy2z+ZH6gvtdeey12zHrrrZdu3bolSR599NFm1R0xYkTq6+uTZIl1a2trs9NOOzVZt7GxMf37909dXV2+8Y1v5Ktf/WqzegAAAAAAAACgcioWtL///vtJUnoWelN69eqVJBk3btwymf+1115Lkqy11lpZbbXVljhuiy22SDL/ee7l1K2qqsrmm2/eZN0333yzFMz/uxtvvDEjR47Mpptumu9///vNmh8AAAAAAACAyqpY0L5gq/Y5c+Y0a3xV1fzWWrZcNo+R/+CDD5Ik66677lLHrbPOOkmSiRMnpqGhodl1O3funFatWjVZd968eZkwYcIi119//fX89re/TatWrfKrX/0q1dXVTc4NAAAAAAAAQOVVLGjfddddk6TJZ5Qv8NhjjyWZv438sjB16tQkSYcOHZY6rn379kmSYrGYjz/+eJnXTeY/1/3T6uvr86Mf/SgNDQ059dRTs+WWWzY5LwAAAAAAAAArxrJZLt4Mp59+eoYOHZrf//732WCDDXLooYcucezo0aNz6aWXpnXr1jn99NOXyfwLVtK3adNmqeNat269yD3Lu+6ll16aMWPGpHv37vn2t7/d5JwAAACVNq+xMZNnzK7onKt3aJsWVRX7fjgAAABAs1UsaJ87d25+/vOf5/zzz8+5556bu+66KwcddFC6du2a9u3bZ86cOXnnnXfy5JNP5v7778/cuXOz//77Z9SoURk1atRiax511FHNnr9FixZJkkKhsNRxxWKxdFzVjP+h81nqfnrs8OHDc/PNN6dNmzb59a9/vcy2ygcAAFiWJs+YnQN/cVdF5xz0kyPTedV2FZ0TAAAAoDkqluoeeOCBC/08cuTIjBw5crFji8ViCoVCBg8enMGDBy92TKFQKCtor6mpSZJ88sknSx1XX19fOm7Oc9I/S90Fq9tnzJiR/v37p1gs5uyzz85GG23U5HwAAAAAAAAArFgVC9o/vaJ7eYxvSm1tbZI0+dz1GTNmJJm/mn2VVVZpsu6CZ683t26SdOzYMUny85//PBMmTMhOO+2U//iP/2hyLgAAAAAAAABWvIoF7Y8++milplqsDTfcMCNHjsz48eOXOm7B9bXXXrtZW8d36dIlSfLhhx+msbFxifcsqNuyZcusueaaSZIHHnggSTJixIhsttlmS51n7733TpL06NEjAwYMaLIvAAAAAAAAAJaPigXt6667bqWmWqxu3bolSd5///3MmDEjHTp0WOy40aNHJ0mTwfe/121oaMiYMWOWeN+CuptssklatWpVVu8AAAAAAAAAfHFULGhf0fbYY48kSWNjYx5//PEceuihi4x59913M2bMmCTJ7rvv3qy6PXr0SNu2bTN79uwMHTp0sUF7XV1dRowYsUjdF198cam1Bw4cmP/6r/9KMn/1+9prr50WLVo0qy8AAAAAAAAAlo+VJmhff/31s8MOO+SFF17I1VdfnT333LP0fPVk/jPhL7744hSLxXTs2DG9e/duVt2amprsu+++ue+++3LTTTeld+/eWWeddRYac8UVV2TmzJlp1apVjj/++NL5du3aLbV2dXV16bhNmzZNjgcA+DJrbGxMXV1dReesra1t1uOCAAAAAAA+baUJ2pPkvPPOy9FHH5233347ffv2zbnnnpstttgi48ePz9VXX116jvzpp5+empqahe7t1atXkmTrrbfOr3/964WunX322RkyZEimTZuWfv36pX///vnqV7+aqVOn5k9/+lPuuOOOJMkJJ5yQtdZaqwKvFADgy6euri6XXXZZRec8++yzl/hIIQAAAACAJVmpgvbu3bvnF7/4RX76059mzJgxOfnkkxcZc9JJJ6Vfv36LnB83blySZI011ljk2tprr50rr7wyp59+ej744IOcccYZi4zp1atXfvSjHy2DVwEAAAAAAADAirRSBe1JcsQRR2TLLbfMjTfemBEjRuSjjz5KTU1Nttpqq/Tt2zf77LPPZ6q7++6754EHHsgf/vCHDBs2LBMnTkx1dXU222yzHHnkkTniiCNSKBSW8asBAAAAAAAAoNJWuqA9Sbp167bI9u9NeeONN5ocs+666+aCCy74rG0tok+fPunTp88yqwcAAAAAAADA51e1ohsAAAAAAAAAgC8TQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUoeWKbgAAAAAAAADgy6Cx2JjZc2dVdM62LWtSVbB++otG0A4AAAAAAADQDLPnzsodY/5c0Tn7dP2PtGtVW9E5aZqvPgAAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBlarugG+GKb19iYyTNmV3TO1Tu0TYsq3wEBAADgi6Ox2JjZc2dVdM62LWtSVfDvYwAAgC8iQTtLNXnG7Bz4i7sqOuegnxyZzqu2q+icAAAAsDSz587KHWP+XNE5+3T9j7RrVVvROQEAAGgeX4sGAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAytFzRDQAAX2yNjfNSN21aReesXXXVVFW1qOicAAAAAADQXIJ2AGCp6qZNy+/O+HZF5zz9yuvSodNqFZ0TAAAAAACay9bxAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQhpYrugH4LIrFYj5pmFfROdu0apFCoVDROQEAAAAAAIAvHkE7X0qfNMzL0Jc+qOice263TtpW+ysDAAAAAAAAKztbxwMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBkE7QAAAAAAAABQBkE7AAAAAAAAAJRB0A4AAAAAAAAAZRC0AwAAAAAAAEAZBO0AAAAAAAAAUAZBOwAAAAAAAACUQdAOAAAAAAAAAGUQtAMAAAAAAABAGQTtAAAAAAAAAFAGQTsAAAAAAAAAlEHQDgAAAAAAAABlELQDAAAAAAAAQBlarugGAAAAAABggcbGxtTV1VV0ztra2lRVNb0urVgspr6+vgId/a/q6uoUCoWKzgkANE3QDgAAAADAF0ZdXV0uu+yyis559tlnp0OHDk2Oq6+vz0svvVSBjv7Xdtttl9atW1d0TgCgabaOBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAog6AdAAAAAAAAAMogaAcAAAAAAACAMgjaAQAAAAAAAKAMgnYAAAAAAAAAKIOgHQAAAAAAAADKIGgHAAAAAAAAgDII2gEAAAAAAACgDIJ2AAAAAAAAACiDoB0AAAAAAAAAyiBoBwAAAAAAAIAyCNoBAAAAAAAAoAyCdgAAAAAAAAAoQ8sV3cCK8MYbb+SGG27IiBEjMmXKlKy66qrZaqut0rdv3+yxxx6fue57772X66+/PsOGDcvEiRNTW1ubbt26pU+fPjn44IOXem9dXV1uu+22PPLIIxk7dmxmz56dDh06ZIsttshhhx2WAw88MFVVvhcB8Hk1NhYza8YnFZ2zpkObVFUVKjonK16xsZi5dXMqOmfL2tYp+KwBAAAAACx3K13QPmTIkJx11llpaGgonZs0aVKGDh2aoUOH5oQTTsj5559fdt1Ro0blpJNOysyZM0vnpk6dmmeffTbPPvtsBg8enMsvvzwtWy76lo8dOzannHJK3nvvvYXOf/TRR3nqqafy1FNP5Z577slVV12Vtm3blt0bAP9r1oxPctN/D6nonN/46T6pXdV/v1c2c+vm5F+/e6aic25y+q5p1aFNRecEAAAAAFgZrVRLpEePHp2zzz47DQ0N6d69ewYMGJBnn302d955Z/bee+8kyYABA3LLLbeUVXf8+PE55ZRTMnPmzHTp0iXXXXddhg8fnvvvvz99+vRJkjz88MO59NJLF7l31qxZ+X//7//lvffeS5s2bfKDH/wggwcPzjPPPJNbbrkle+21V5Jk2LBh+fGPf/w53wEAAAAAAAAAPq+VKmi/4oorMmfOnGywwQa5+eab06NHj3Ts2DHdu3fP1VdfnX333TdJcuWVV6aurq7Zda+77rpMmzYtHTp0yIABA/L1r389nTp1SteuXXPhhRfmxBNPTDI/xH/33XcXuveWW27J+++/nyS55pprcsopp6RLly5ZbbXVsuOOO+baa6/NCSeckCQZNGhQXnnllWXxVgAAAAAAAADwGa00QfvYsWPz5JNPJklOOeWUtGvXbqHrhUIh/fv3T6FQyLRp0zJ48OBm1Z0+fXruuuuuJEm/fv2y5pprLjLmjDPOSG1tbRoaGnLPPfcsdG3BPD169Mhuu+222DlOP/30tGjRIknyxBNPNKsvAAAAAAAAAJaPlSZoXxCyFwqF0nbs/2699dZLt27dkiSPPvpos+qOGDEi9fX1SbLEurW1tdlpp50WW3fatGmpqqrKNttss8Q5VllllayyyipJkg8//LBZfQEAAPx/9u47LIqrUQP4O0tHQMUKdmNirzExamxojLEr0c8Wxd6NvcQSURNFY0uMRI2oYC9BVGwxYu8FC4qKvYKCgIrALjv3D+5uQOqS2eUA7+95vufmMjszr2fn7MyZM3MOEREREREREREZh3l2BzCVmzdvAgCKFy+OQoUKpfm5KlWqIDg4GEFBQQZtV6VSoXLlyulu959//sGdO3cQHx8PS0tLAMChQ4eg0WigVqvTXDcqKgqRkZEAAAcHh0zlIiIiIiIiIiIiIiIiIiIi48gzb7Q/e/YMAFCiRIl0P+fs7AwACA0NTbfz+8PtFitWDBYWFhluNyEhAS9evEi2zNzcHDY2Nmmuu2XLFmi1WgBAnTp1MsxERERERERERERERERERETGk2c62l+/fg0g4zfC7e3tAQCyLOPNmzeKbxdIfEM9s+7fvw9PT08AQKlSpdCoUaNMr0tERERERERERERERERERMrLMx3tcXFxAABra+t0P2dlZZVinezYLgC8fPkSQ4YMQUxMDCRJwvTp09N9a56IiIiIiIiIiIiIiIiIiIwvz3S0m5mZAQAkSUr3c7Is6/9bpcq4eLKy3Yw+CwAvXrxAnz598ODBAwDAiBEj0KRJkwzXIyIiIiIiIiIiIiIiIiIi48ozHe22trYAgNjY2HQ/Fx8fr/9vS0tLo2w36dvtqblz5w66d++Ou3fvAgDc3NwwYsSIDLMQEREREREREREREREREZHx5ZmOdjs7OwDIcN716OhoAIlvs+fPnz/D7ermXs/sdgGgYMGCaX7u+PHj6NatG549ewYAGDZsGKZMmZJhDiIiIiIiIiIiIiIiIiIiMo0809Ferlw5AMDz58/T/ZxuuZOTU6aGji9btiwAICwsDFqtNsPtmpubo2jRoql+ZuvWrRgyZAjevn0LMzMzuLu74/vvv88wAxERERERERERERERERERmY55dgcwlYoVKwIAnj59iujoaDg4OKT6uaCgIABApUqVDNquWq3G7du301xPt90KFSrAwsIixfI//vgDixcvBpA4HP3ixYvRtGnTTGUgIiIiIiIiIiIiIiLKy2RZRqw6waT7tLYwgyRJJt0nEYkjz3S0N27cGACg1Wpx5MgRtG/fPsVnHj9+jNu3bwMAGjVqlKntfv7557CxscH79+8REBCQakf727dvcfbs2TS36+3tre9kL1SoEFauXIlq1apl7h9GRERERERERERERESUx8WqExBw+ZlJ99mstjNsLPNMVxsRfSDPDB1fqlQpfPrppwCA33//PcWc6rIsY968eZBlGQULFkSHDh0ytV1bW1t89dVXAIC1a9fq51ZPasmSJXj37h0sLCzQq1evZMuuXLkCDw8PAICjoyM2bNjATnYiIiIiIiIiIiIiIiIiIoHlmY52AJgyZQpUKhUePHiAHj164MSJE4iIiEBQUBCGDx+OQ4cOAQBGjhwJW1vbZOu2atUKrVq1wsSJE1Nsd+zYsbC1tUVkZCR69uyJAwcOICIiAnfv3sW0adPg4+MDAPjuu+9QvHjxZOvOmjULGo0GkiRh9uzZKFq0KN69e5fm/+Lj441UOkRERERERERERERERERElBl5ajyL6tWr46effsL06dNx+/Zt9O/fP8Vn+vbti549e6b4+/379wEARYoUSbHMyckJv/76K0aOHIlnz55h1KhRKT7TqlUrTJgwIdnfLl68iOvXrwNIfKN++PDhGf4bOnXqhHnz5mX4OSIiIiIiIiIiIiIiIiIiMo481dEOAJ07d0bVqlWxevVqnD17FuHh4bC1tUW1atXQo0cPtGjRIkvbbdSoEfz9/bFy5UqcOHECoaGhsLS0RKVKleDq6orOnTtDkqRk61y5ckWJfxIREREREREREREREREREZlQnutoB4CKFSti/vz5Bq1z69atDD9TokQJuLu7Z3qb/fr1Q79+/QzKQURERERERERERERERERE2StPzdFORERERERERERERERERET0X7GjnYiIiIiIiIiIiIiIiIiIyADsaCciIiIiIiIiIiIiIiIiIjIAO9qJiIiIiIiIiIiIiIiIiIgMwI52IiIiIiIiIiIiIiIiIiIiA7CjnYiIiIiIiIiIiIiIiIiIyADsaCciIiIiIiIiIiIiIiIiIjKAeXYHICKi3EfWaiHHvjfpPiVrG0gqPj9GRERERERERERElFmyrIUc986k+5Ss8kGSeC+Xcj52tBMRkeLk2Pd4t9PXpPvM17ETJNt8Jt0nERERERERERERUU4mx71D1AlPk+4z/5dDIVnbm3SfRMbAx0WIiIiIiIiIiIiIiIiIiIgMwI52IiIiIiIiIiIiIiIiIiIiA7CjnYiIiIiIiIiIiIiIiIiIyADsaCciIiIiIiIiIiIiIiIiIjIAO9qJiIiIiIiIiIiIiIiIiIgMYJ7dAYiIACBBm4DwmHCT7rOQbSGYqcxMuk8iIiIiIhHIshZy3DuT7lOyygdJ4vP+RERERERElDuwo52IhBAeE45OazqZdJ++fX1R1K6oSfdJRERERCQCOe4dok54mnSf+b8cCsna3qT7JCIiIiIiIjIWPkpORERERERERERERERERERkAHa0ExERERERERERERERERERGYAd7URERERERERERERERERERAZgRzsREREREREREREREREREZEB2NFORERERERERERERERERERkAHa0ExERERERERERERERERERGcA8uwMQEREREREREREREREREVHuJWu1kGPfm3SfkrUNJJXx3jtnRzsRERERERERERERERERERmNHPse73b6mnSf+Tp2gmSbz2jb59DxREREREREREREREREREREBmBHOxERERERERERERERERERkQHY0U5ERERERERERERERERERGQAdrQTEREREREREREREREREREZgB3tREREREREREREREREREREBmBHOxERERERERERERERERERkQHY0U5ERERERERERERERERERGQAdrQTEREREREREREREREREREZgB3tREREREREREREREREREREBmBHOxERERERERERERERERERkQHY0U5ERERERERERERERERERGQAdrQTEREREREREREREREREREZwDy7AxARERERERERUe4ka7WQY9+bdJ+StQ0kFd8tISIiIiIi42JHOxERERERERERGYUc+x7vdvqadJ/5OnaCZJvPpPskIiIiIqK8h4/3EhERERERERERERERERERGYAd7URERERERERERERERERERAZgRzsREREREREREREREREREZEB2NFORERERERERERERERERERkAHa0ExERERERERERERERERERGcA8uwMQkenIshZy3DuT7lOyygdJ4jM9RBmRZRnxsWqT7tPS2gKSJJl0n0REREREREREREREuQE72onyEDnuHaJOeJp0n/m/HArJ2t6k+yTKieJj1bgQcNOk+6zbrDKsbCxNuk8iIiIiIiIiIiIiotyAr5kSEREREREREREREREREREZgB3tREREREREREREREREREREBmBHOxERERERERERERERERERkQHY0U5ERERERERERERERERERGQAdrQTEREREREREREREREREREZwDy7AxARERERERERUdbJCQmIDw836T4tCxWCZGZm0n0SEREpLUGW8ep9nEn3WdjGCmaSZNJ9ElHewbaBabGjnYiIiIiIiIgoB4sPD8eZb7uYdJ9fbN8Gq6JFTbpPIiIipb16H4eWe4+adJ8HWzdBMVtrk+6TiPIOtg1Mi0PHExERERERERERERERERERGYAd7URERERERERERERERERERAZgRzsREREREREREREREREREZEB2NFORERERERERERERERERERkAHa0ExERERERERERERERERERGcA8uwMQEVHWyAkJiA8PN+k+LQsVgmRmZtJ9EhEREREREeVkslaG5m2cSfdpbmcFSSWZdJ9EREREeQ072omIcqj48HCc+baLSff5xfZtsCpa1KT7JCIiIiIiIsrJNG/jEPLbKZPus8LIBrBwsDbpPomIiIjyGg4dT0REREREREREREREREREZAB2tBMRERERERERERERERERERmAHe1EREREREREREREREREREQGYEc7ERERERERERERERERERGRAdjRTkREREREREREREREREREZADz7A5AlNvI2gQkvH1l0n2a2RWGpDIz6T6JiIiIiIiIiIhIHFo5AbHvTXtf0tqmMFQS70sSEVHexI52IoUlvH2FZ0tamHSfzqMPwdyhmEn3SUREREREREREROKIff8Ke/zbmXSfbdvshq0t70sSEVHexKHjiYiIiIiIiIiIiIiIiIiIDMCOdiIiIiIiIiIiIiIiIiIiIgOwo52IiIiIiIiIiIiIiIiIiMgA7GgnIiIiIiIiIiIiIiIiIiIyADvaiYiIiIiIiIiIiIiIiIiIDMCOdiIiIiIiIiIiIiIiIiIiIgOYZ3cAIiIiIiIiIiIiIiLKnWRZC7U6xqT7tLCwhSTxPUMiIjIudrQTEREREREREREREZFRqNUxCA5eb9J9VqrUC5aWdibdJxER5T18pIuIiIiIiIiIiIiIiIiIiMgA7GgnIiIiIiIiIiIiIiIiIiIyADvaiYiIiIiIiIiIiIiIiIiIDMCOdiIiIiIiIiIiIiIiIiIiIgOwo52IiIiIiIiIiIiIiIiIiMgA5tkdgIiIiIiIiIiIiIhMS5ZlyHEak+5TsjKHJEkm3ScREeVcCdoEhMeEm3SfhWwLwUxlZtJ9Us7FjnYiIiIiIiIiIiKiPEaO0yD69C2T7tOhfkVI1hYm3ScREeVc4THh6LSmk0n36dvXF0Xtipp0n5Rzceh4IiIiIiIiIiIiIiIiIiIiA7CjnYiIiIiIiIiIiIiIiIiIyADsaCciIiIiIiIiIiIiIiIiIjIAO9qJiIiIiIiIiIiIiIiIiIgMwI52IiIiIiIiIiIiIiIiIiIiA5hndwAiIiIiIiIiIiJT02plxETHmnSftg7WUKkkk+6TiIiIiIiMgx3tRERERERERESU58REx2Lt7EMm3afb9BawK2Bj0n0SEREREZFxcOh4IiIiIiIiIiIiIiIiIiIiA7CjnYiIiIiIiIiIiIiIiIiIyADsaCciIiIiIiIiIiIiIiIiIjIAO9qJiIiIiIiIiIiIiIiIiIgMwI52IiIiIiIiIiIiIiIiIiIiA5hndwAiIiIiMh1ZliHHaUy6T8nKHJIkmXSfSpNlGfHx8Sbdp6WlZY4vNyJTkGUZseoEk+7T2sKM9ZOIiIiIiIgoj2NHOxEREVEeIsdpEH36lkn36VC/IiRrC5PuU2nx8fG4fPmySfdZu3ZtWFlZmXSfRDlRrDoBAZefmXSfzWo7w8aSzWkiIiIiIiKivIxDxxMRERERERERERERERERERmAHe1EREREREREREREREREREQGYEc7ERERERERERERERERERGRAdjRTkREREREREREREREREREZAB2tBMRERERERERERERERERERnAPLsDEBGJTCtr8V4TY9J92pjbQiXxOSiizJC1WsS9N20dtbKxhaRiHSUiIiIiIiIiIiLKy9jRTkSUjveaGGy77W3SfXb5pDfyWdiZdJ9EOVXc+xic3r7JpPus/213WOdjHSUiIiIiIiIiIiLKy/g6FhERERERERERERERERERkQHY0U5ERERERERERERERERERGSAPDl0/K1bt/Dnn3/i7NmziIiIQIECBVCtWjX06NEDjRs3zvJ2nzx5glWrVuHEiRMIDQ2FnZ0dKlasiC5duqBt27bprivLMvz8/LB9+3bcvHkTarUaxYsXR5MmTdCvXz84OTllORcRERERERERERERERERESknz3W0Hzp0CKNHj4Zardb/7eXLlwgICEBAQAC+++47TJs2zeDtXrlyBX379sW7d+/0f3v9+jXOnDmDM2fO4MCBA1i8eDHMzVMWuVarxfjx4+Hv75/s7w8fPoS3tzd8fX2xbNkyfPHFFwbnIiIiIiIiIiIiIiIiIiIiZeWpoeODgoIwduxYqNVqVK9eHT4+Pjhz5gy2b9+O5s2bAwB8fHywYcMGg7b7/PlzDBo0CO/evUPZsmWxYsUKnD59Grt370aXLl0AAAcPHsTChQtTXX/hwoX6Tva+ffti//79OHXqFJYsWYLixYvjzZs3GDlyJF68ePEf/vVERERERERERERERERERKSEPPVG+5IlSxAXF4fSpUtj3bp1yJcvHwCgYMGC+P333zFy5Ej8/fff+PXXX9GhQwfY2dllarsrVqxAZGQkHBwc4OPjg6JFiwIAHB0dMWfOHNja2mLdunXw8fFBjx49UKpUKf26L168wLp16wAAAwcOxPjx4/XLvvnmG1SvXh2dO3dGVFQUli1bhjlz5ihVHERERERERiPLWqjVMSbdp4WFLSQpZz9LrJVlxGoSTLpPa3MzqCTJpPskSk+CNgHhMeEm3Wch20IwU5mZdJ9EaZFlGfGx6ow/qCBLawtImTgXaLUJeBsZafxASdgVKAAV6ycRERERCSjPdLTfvXsXx44dAwAMGjRI38muI0kSJk+ejEOHDiEyMhIHDhyAq6trhtuNiorCjh07AAA9e/bUd7InNWrUKOzYsQNv376Fr68vRo0apV/m4+MDtVoNW1tbDBkyJMW6JUuWRO/evfHbb79hz549+OGHH2Bra2vQv52IiIiIyNTU6hgEB6836T4rVeoFS8vMPSwrqlhNAnbdfmjSfbb/pAxsLfJM05BygPCYcHRa08mk+/Tt64uidinb80TZIT5WjQsBN026z7rNKsPKxjLDz72NjMRvowabING/Rv66Ag6OhUy6TyIiIiKizMjZr3sYQNfJLkkSXFxcUv1MyZIlUbFiRQDAP//8k6ntnj17FvHx8QCQ5nbt7OxQr169VLery/XZZ5+l+Qa9blj79+/f49SpU5nKRURERERERERERERERERExpFnOtpv3kx8Erh48eIoVCjtp2CrVKkCIHE+d0O2q1KpULly5Qy3e+fOHX3HfHx8PO7duwcAqFq1aprrfvLJJzA3T3zD5Pr165nKRURERERERERERERERERExpFnOtqfPXsGAChRokS6n3N2dgYAhIaGQq3OeD4s3XaLFSsGCwuLDLebkJCAFy9e6Peh0WgyzGVmZoZixYoBAJ4+fZphJiIiIiIiIiIiIiIiIiIiMp48MxHf69evAQAODg7pfs7e3h4AIMsy3rx5A0dHR0W3CyTO6550XQDInz9/uuvrhpWPjo5O93NZIcuy/r8/fLhAo1GjgI1pDxONRq1/6z8tarUGKiSYKJFun/EwgzbDz2nUGiRYFzRBon/FqzXQZlBmAKBVq6GRrEyQ6F/xajVUqoyzadQaFLAsYPxAH+wz42NNDXM543nqlKSOVyNezrjM1BoNpAx+O5Sm1mggZfJYU5ub9rcjXq2GKhPZ1Bo1LG1M+5yZWqNGfLxZ+p9RqwGVnO5nlKZWqyGlHyvxcxoNrOzsM/6ggtSajOsn8P//BvO0H3QzBnVmjzW1GloryQSJ/hWvVkOOT//4TjwXmPZYi1fHQ5WJ41utVsPa2toEiZLvM7PHmqmp1WpIUsbHkFqtgZlZAeMH+mCfmTmHyrLp6yeQmesONQqamfZcoFGrEZ9B/QQSy9ZczviaU0nq+HjEZ2KfbBsk3SfbBlnBtoHh2DbIGrYNDMe2QdawbWA4tg2yhm0Dw7FtkDVsGxiObYOsYdvAcGwbZE3StkHSc3jSvtH/QpKV2pLgWrRogcePH6N169ZYvHhxmp/btGkTZs6cCQA4cuQInJyc0t1unz59cObMGdSsWRNbt25N83PHjh3DwIEDAQAbNmxA3bp1ceHCBfTs2RMAsGrVKjRu3DjN9bt27YorV67giy++wLp169LNZKh3794hODhY0W0SEREREREREREREREREYmmUqVKyJcv33/eTp4ZOt7MLPGx3Iye/Ev63IFKlXHxZGW7us8m3X5m189MJiIiIiIiIiIiIiIiIiIiMp48M3S8ra0tACA2NjbdzyUdDsLSMuNhH7KyXSsrq2TrAkBcXFy66+uW69ZVko2NDSpVqgQAMDc3z9QwREREREREREREREREREREOYEsy9BoNAAS+0aVkGc62nVznL958ybdz+nmQFepVBnOmw78O/d6ZrcLAAULFky2bmbW1y3XrasklUqlyPAIREREREREREREREREREQiUvqF5jwzDnm5cuUAAM+fP0/3c7rlTk5OmRqmvWzZsgCAsLAwaLXaDLdrbm6OokWL6vdhbW0NAHj27Fma6yYkJCA0NBQA4OzsnGEmIiIiIiIiIiIiIiIiIiIynjzT0V6xYkUAwNOnT5O9Xf6hoKAgANAPpZ7Z7arVaty+fTvD7VaoUAEWFhYAEt8kr1ChAgDg5s2baa5769YtJCQkAAAqV66cqVxERERERERERERERERERGQceaajvXHjxgAArVaLI0eOpPqZx48f6zvLGzVqlKntfv755/px/AMCAlL9zNu3b3H27NlUt9ukSRMAwNmzZxETE5Pq+v/88w+AxDnjP//880zlIiIiIiIiIiIiIiIiIiIi48gzHe2lSpXCp59+CgD4/fffU8yJLssy5s2bB1mWUbBgQXTo0CFT27W1tcVXX30FAFi7dm2qQ8AvWbIE7969g4WFBXr16pVsWbt27WBmZobo6GgsW7YsxbqPHz+Gt7c3AMDV1RUODg6ZykVERERERERERERERERERMaRZzraAWDKlClQqVR48OABevTogRMnTiAiIgJBQUEYPnw4Dh06BAAYOXIkbG1tk63bqlUrtGrVChMnTkyx3bFjx8LW1haRkZHo2bMnDhw4gIiICNy9exfTpk2Dj48PAOC7775D8eLFk61brlw59OjRAwCwevVqzJgxA3fv3kVERAT279+PXr16ITo6GgUKFMCgQYOMUSxERERERERERERERERERGQASZZlObtDmNJff/2F6dOnQ6PRpLq8b9++mDx5coq/6+Zi//zzz/Ud50kdP34cI0eOxPv371PdbqtWrbB48WKoVCmfbYiLi8OoUaPSHNLe1tYWXl5eqF27dlr/LCIiIiIiIiIiIiIiIiIiMpE819EOALdu3cLq1atx9uxZhIeHw9bWFtWqVUOPHj3QokWLVNfJqKMdAJ4+fYqVK1fixIkTCA0NhaWlJSpVqgRXV1d07twZkiSlmUmWZfj5+WHHjh0IDg7G+/fvUbRoUXz55ZcYOHAgSpUq9d//4URERERERERERERERERE9J/lyY52IiIiIiIiIiIiIiIiIiKirMpTc7QTERERERERERERERERERH9V+xoJyIiIiIiIiIiIiIiIiIiMgA72omIiIiIiIiIiIiIiIiIiAzAjnYiIiIiIiIiIiIiIiIiIiIDsKOdiIiIiIiIiIiIiIiIiIjIAOxoJyIiIiIiIiIiIiIiIiIiMgA72omIiIiIiIiIiIiIiIiIiAzAjnYiIiIiIiIiIiIiIiIiIiIDsKOdiIiIiIiIiIiIiIiIiIjIAOxoJyIiIiIiIiIiIiIiIiIiMgA72omIiIiIiIiIiIiIiIiIiAzAjnYiIiIiIiIiIiIiIiIiIiIDsKOdiIiIjEKtVuPly5d4+/ZtdkchIiIiIiIiIiIiIlKUeXYHoNxJlmWcOXMG9+7dg1qtRrly5VC/fn1YWloafd8HDx7EkSNHEBYWhvz586NOnTpo27Yt8ufPn+56cXFxGDhwICRJwrp164yeMy07d+4EALRv3x4qVfY/C/PmzRt4eXnh0KFDePLkCaytrVG1alV069YNLVq0yO54uH//Pu7evYvY2FgUK1YMlStXhp2dXXbHApC99QAAnj9/juDgYISGhuLt27dQq9WwsLCAra0tihYtinLlyqF8+fKQJMkkeZK6desWTp8+jUuXLiE8PByRkZGQJAn29vYoWbIkatSogWbNmqFkyZImzfX69WuYmZnBwcEh2d9lWcbu3buxefNm/fdZvnx5tGvXDt27d4eFhYVJc37IlPUgJCQEAFChQoVUl2s0GmzZsgU7duxAcHAwZFkGABQqVAiNGzdGnz59ULFiRaNkS8vjx4/x9OlTREdHIzY2FiqVClZWVihYsCCcnZ3h7Oxs0jw5WXR0NM6cOYMnT57AysoK1apVQ82aNbMtj1qtxokTJ3DlyhVERETA1tYWZcuWxZdffmny3w+Ax5qSsvtYE/U8pZMTj7XIyEj9tWTZsmVhbm7apmhwcDCCgoJSlJulpSUKFiyIEiVKoFKlSqhUqRJzZSC762d6RM7GtoHhRP4+dbK7/S7LMkJCQvDq1Sv9ucrBwQElS5ZE6dKlTZ4nPaZuu1eqVAl2dnZYuHAhmjRpYrT9KOH58+cICwuDg4MDypUrl6l1tFotLl68CAD47LPPjBkvTaLX0eyonxqNBocOHcKxY8cQHByMsLCwFL+5RYoUQbly5VCrVi00b94cpUqVMkm23ODZs2cAIOS1rqiy8zyVE689dFxcXKBSqeDv7w8rKyuT7TcnlxlRXibJujvgRJmkVquxd+9eXL16FSqVCnXq1ME333yjX3758mX88MMPePDgQbL1ChUqhKlTpyb7rJIiIiIwfPhwBAYGplhmb2+PCRMmoEuXLmmuHxMTgzp16kCSJNy8edMoGTOjUqVKUKlUuHjxImxsbIy+vwsXLsDT0xNXrlyBmZkZGjVqhLFjx8LZ2RmvXr1Cz5498ejRIwDQd5jpTuYtW7bEggULjHZz6Pr161i9ejVu3LiBAwcOJFt28uRJeHh44M6dO8n+bmlpia+++goTJkxAsWLFjJILELceAICfnx9WrVqFu3fvZvhZBwcHuLi4oE+fPia5gXvp0iUsXrwYFy5cyPCzkiShfv36mDBhgtGz+fr6wtPTE48fPwYAfPTRR5g6dSrq168PrVaLcePGYf/+/QD+rQe6jJUrV8bKlStRuHBho2QTrR6k9xsVHh6OoUOH4tq1awCSlxWQWF5mZmYYMmQIRowYoWiuD126dAnbtm3D4cOHER0dne5nHRwc8OWXX8LNzQ3Vq1c3ai7RBQYGIjAwEGZmZmjYsCHKly+vX7Z+/XosXbo0xQgFlSpVwuzZs1GtWjVFs3z//feQJAnz589P9Txz6NAhzJkzB6GhoSmWSZKEr7/+Gj/88AOKFCmiaK4P8VjLGpGOtaREPU/psol6rMXFxeHevXtQqVSoUKECzMzM9MuuXr0KDw8PXLp0Sf+3fPnyoVOnThg5cmSKh9uUFBsbi3Xr1mHr1q36G7MZKVKkCNzc3NCtWzfY2trmqVw6otZPkbOxbZA1on6fhjB1+13n7NmzWL9+Pc6dO5fmOUH3fXbt2hW1a9c2ah7R2iwA9MewSqVC//798f3335v8Ia+MHDt2DAsWLNA/zAwAjo6O6NatG/r375/u773uHpZKpcKNGzeMki+n11FT189z585h5syZuH//PoCU7eGkdPfVJElCixYt8MMPP6B48eJGyxYWFoaVK1fqX0xycHBAnTp10LNnT9SrVy/ddU1xrGVWdv3m5mTZUWYiX3tkVqVKlSBJEi5dumSScssNZUaUl7GjnQzy8OFDDB48GA8fPkz29/r16+OPP/7AvXv30LNnT8TExKR6QSlJEmbOnIn//e9/iuZSq9Xo3r07goKCIMsyHB0dUaJECTx+/BiRkZH6fbu6umLWrFmpPsEnUke7JEm4fPkyrK2tjbqvHTt24Mcff0RCQkKyTvRixYphy5YtcHd3x+HDhwEAZcqUQdWqVREbG4uLFy8iKioKkiShbdu2WLBggeLZtmzZglmzZkGr1UKSJAQFBekbIhs3bsScOXMgy3Kax5m9vT2WL1+OunXrKp5N1HoQGxuLYcOG4fTp02nuV6VSQavVpugs1t18GDt2rKKZklq/fj1+/vnnFN+bvb09bG1tER8fjzdv3kCj0STLZmZmhilTpqBnz55GybV48WKsXLkSQPKGsKWlJby9vXHu3DksWrQIAFC5cmXUrVsXKpUKFy5c0B+XNWvWxIYNG5J1LChBxHqQVmNDo9GgW7duyX6HGzZsCGdnZ8THx+Pu3bs4c+YM4uPjIUkSBgwYgHHjximWSycmJgY//PCD/gZfZi9zdOXaqlUreHh4mOztMlFER0djzJgxOHXqlP5vKpUKgwcPxqhRo7B9+3ZMmzYtzfWtra2xYsWKDG/SGCK9hu2WLVswc+ZMAGl/x5IkoUiRIli7dm2ym4JK4bGWNSIeazqinqdEP9ZWrFiB1atX482bNwAAJycnuLu7o1GjRggMDETfvn0RGxub6sNXZcqUgZeXl1HeSgoJCcGQIUPw9OnTZPs2MzODjY0NrK2tIcsy4uLi8P79eyQkJCTLVqpUKaxevVrxt8xEzQWIXT9Fzsa2geFE/j4NZcr2O5A4Osi4ceP0ZZfROSHpQ/KzZ882ysNNIrZZgH+/G1mWIUkSPv74Y8yePVuYN643b96MWbNmpVo2kiShbNmy+O2339IcScyY97BySx01Zf08fvw4hg4dqr9OLFOmDBwdHREdHY379+9Dq9WiePHi6Ny5M16/fo3g4GBcu3YNGo0GkiTB0dERq1evNkqnWWBgIIYMGYKoqKgUv/cA0KZNG8yePTvNzkRR7pcCpu/8zA1MWQ9EvfY4f/68wet89913kCQJq1atSvFGu5KjiIhaZkRkGHa0U6a9ffsWHTp0wLNnzyDLMiwtLWFmZob3799DkiQMGzYM169fx9GjR1G+fHmMGzcOn332GVQqFc6fP49Fixbhzp07sLCwwJ49e1CmTBnFsm3evBkzZ86EJEmYNGkSevfuDZVKBVmWsW/fPnh4eCA0NBSSJOGbb77BwoULUwyxYowLx969exu8zrlz5yBJEj799NNkDwQoPaT9gwcP0KFDB8TFxcHJyQnNmjUDAOzbtw+RkZGoV68ezp07B5VKBXd3d7i6uurXjY2Nxdy5c7FlyxZIkgQvLy/Ur19fsWzXr1/H//73PyQkJMDOzg6tW7fGjBkzYG5ujmvXruF///sftFotihQpgv79+6Nu3bqwt7fHq1evcOLECaxfvx5v3rxBwYIF4efnh6JFiyqWTeR6MHToUAQEBMDc3Bxt27bFl19+CUdHR0RFReHcuXPw9fWFnZ0dPD09UaJECQQHB+PEiRPYs2cPwsLCIEkSevXqhalTpyqWSWfLli348ccfASR2YHfs2BGtW7dGtWrVUgwXGBoaisDAQPj7++Pw4cP6hufPP/+MTp06KZrrwoUL6NWrFwCgbNmyaN++PSwsLLB3717cvHkTtWvXxqNHj/D69Wu4u7unGBVjx44dmD59OmRZxty5c9GxY0fFsolaD9Jq2G7YsAGzZ8/WH0cTJkxI0anz6tUrTJ06FUePHoVKpcKmTZsUvdGl1WrRs2dPBAYGQpZllC5dGk2bNkWVKlXg7OwMe3t7WFlZQZZlxMfHIzo6Gs+fP0dQUBCOHDmCx48fQ5Ik1K1bF2vXrlX8wQlRybKMbt264erVq6ne5Pv555+xdOlSvHjxAuXLl8fQoUNRtWpVxMXF4dixY1i9ejWio6Ph6OiI/fv3K3YDN61jLSQkBB07doRGo0H+/PkxZMgQNG/eHE5OTlCr1QgJCcGuXbuwefNmaDQalC5dGrt371Z0uDcea1kj6rEGiHueEv1Y+/HHH7F169YU36elpSV8fHzg7u6OGzduwMrKCu3bt9c/tHn8+HGcPHlSPzLMtm3bFM0WFRWFdu3aISwsDObm5mjXrh2aN2+OKlWqoFixYin2lZCQgNDQUNy4cQP//PMPdu/eDY1GgyJFisDPzw+Ojo65Ohcgdv0UORvbBoYT+fsUuf0OJJ5/+vbti/v370OWZZibm6NWrVqoWrUqnJ2d9Q+FvX37Fo8fP8aVK1f0b5HrHm7auHGjor8dorZZgH+vJQcPHow///wTCQkJkCQJ7dq1w+jRo+Hk5KTYvgyV9HrW2dkZffv2RenSpfHw4UNs27ZN/73Z29tj5cqVqY5IYKzOT1HrqMj1MzQ0FN988w1iYmLQtGlTTJ06NdkDca9evcKCBQvg5+eH7t27668537x5A19fX/z++++IioqCs7Mz9uzZo+jINREREWjXrh3Cw8Nhbm6OZs2a6Y+1o0ePQq1WQ5IkVKxYEatXr0ahQoVSbMNYx9qyZcuytI4kSRg0aFCKKfyMPWqeCESuB4C41x6684ESJElSdGQHUcuMchfdCK5K4ZQnKbGjnTLN09MTS5cuhZWVFaZNm4ZOnTrBzMwM+/btw7Rp0yDLMmJjY1GuXDls3bo1xU3Jd+/eoWvXrvon+tN7+tVQvXv3xvnz5+Hq6oo5c+akWB4REYFhw4YhMDBQ/2b7h58zxoXjhyfyrFS3pE9gK3lB+9NPP8HHxwdVqlSBt7e3/vsKDQ2Fq6srwsPDAQCDBw/G6NGjU92G7mKgVatWWLJkiWLZxo0bB39/f5QrVw5r165NNozciBEjcOjQIZQtWzbNmwSPHj1Cr1698PLlSwwaNAhjxoxRLJuo9WDfvn0YM2YM8uXLh1WrVqFOnTopPnP79m307t0b1tbW2LVrl77BGx8fj/nz52P9+vWQJAnr16/Hp59+qkguIHGIslatWiEmJgblypXDsmXL8NFHH2Vq3Vu3bmHs2LG4e/cu7O3tcejQIeTPn1+xbN9//z0OHDiA6tWrw9vbW9+Zp1ar0a9fP5w/fx6SJKF3796YMmVKqtv4+eef4e3tjYYNG2L16tWKZRO1HqTV+dmtWzdcuXIFLVu2xNKlS9NcPyEhAX369MHFixfRoUMHzJs3T5FcALBp0ya4u7vDzMwMkydPRq9evTLdmNJqtfD29sb8+fMhyzKmTJmSpUZsWiZOnKjYtiRJgoeHh2Lb8/X1xZQpU2BhYYFx48ahffv2AIB169ZhxYoVsLKyQlxcHCpVqoSNGzemuPFz7949dO/eHdHR0Rg5ciSGDRumSK60jrUpU6bA19cXhQoVwubNm9O8wL9w4QIGDhyI2NhYTJgwAf369VMkF8BjLatEPdZEPk+JfKydOXMGbm5ukCQJzZo103+fGzZswPnz5+Hs7Ixnz56hQIEC8PHxwccff5xsfX9/f0ycOBFarRZz5sxJ9lDnf7VkyRL88ccfyJ8/P1avXm3w8LVXr17FwIEDER0djb59+ypWr0TNBYhbP0XPxraB4UT+PkVuvwNAnz59cPbsWQBAx44dMXr06AyHmr59+zY8PT2xb98+SJKEBg0a5Ik2C5D8WvLmzZsYN24cnj9/rh+Npl27dhgwYECmz/lKmjFjBrZu3QpnZ2f4+vomu3bQarVYtWoVli5dCq1WCzs7O6xduzbFOcNYnZ+i1lGR6+e8efOwdu1aNGzYEH/++Wea12rDhw/H4cOH8eeff6Jhw4b6vz98+BDdunVDZGQkxowZg0GDBimWbenSpfD09ISNjQ3WrVuHGjVq6Jc9f/4c06dPx4kTJyBJEipUqABvb28ULFgw2TaMdaxlpfPzwyktk1Iqm8jtKZHrgcjXHtWrV4darVZkW0qWm8hlJnI92L59u2LbAoBvv/1WsW2JWm4iP2zStGlTxbYlSRICAgIU254hxJqciIT2999/658GTvpWZ+vWrREaGgoPDw9IkoSxY8emuIEAJM7FOHLkSIwePRqnT59WNNutW7cAAF27dk11uaOjI7y8vDBw4EBcvHgRO3bsQNGiRTFq1ChFc3yoTZs28Pf31/+QVatWLcNhOy9duqQfijq1Ie6Vcvz48VS/r2LFiqFXr15YsmQJJElK92QzcOBABAQEIDAwUNFsus7NSZMmpZir7fTp05AkCZMnT07zSfzSpUtjwoQJmDBhAg4fPqxoY13UerB9+3ZIkoTRo0enemEGAJ988glGjx6NmTNnYu3atfrj39LSEtOmTUNYWBgOHjyIjRs3KnpxtmvXLsTExKBQoULw8fExaC7zihUrwsvLCx06dEBUVBT8/PwU7SS4fPmy/vtK2pFnYWGB77//Xv+2e/fu3dPcxrfffgtvb2/Fb6SJXA9So3vrws3NLd3PmZmZYcSIEXBzc8O5c+cUzeDn5wdJktC/f3989913Bq2rUqng5uaG8PBwrFq1Crt371b0WNu1a5ciF7W6BrGSjRRdtoEDByb7/saMGYNbt27hyJEjkCQJ48aNS/XtivLly2PUqFGYPXs2Dh8+rOgN79Tojv+RI0em+xRt3bp1MXToUCxatAgHDhxQtKOdx1rWiHqsiXyeEvlY27p1K4DEoekXL16s/3uLFi3g6uqKW7duQZIkTJgwIUUnO5B4nRwUFAQvLy/4+/sr2tF+6NAhSJKE8ePHZ2mO2Bo1amD8+PGYPn06Dh8+rNgNE1FzAeLWT9GzsW1gOJG/T9Hb72fPntW3Afr06ZOp9T755BMsXrwYNWvWxLx583Dq1CmcO3cOn3/+uSK5ckqbpU6dOvD394enpyfWrVuH+Ph47Ny5E35+fnBxcUHHjh3RpEmTFG/IGovuuxw7dmyKB/R0Q7SXKVMG48ePx9u3bzFw4EBs2bIFpUuXNno2UeuoyPVTVyYjR45M9zp80KBB+Oeff7B+/fpkHe1lypTB6NGj8eOPP+LgwYOKdrQfPXpUP8JK0k52IHG6n1WrVuGnn37C+vXrERISgkGDBiV7CcGYypQpg4cPH+o7fg1hzPcGRW5PiVwPRL722LFjB8aPH4/bt29DkiR06tQJ7dq1S/PzsiyjX79+kCQJnp6eio6Ol5TIZSZyPZg2bZqincZKdrSLWm5VqlRRtHNcSdHR0YiJiVFkW0odF1nBjnbKNN2cc998802KZS1atNBX/C+++CLNbejmMHn27Jmi2d69ewcA6TY6bG1tsWLFCvTo0UP/VHfJkiXRuXNnRbMktXDhQri4uGDWrFmIiopCXFwc5syZk+6cS7pla9asMeqF7YsXLwAkzjn9IRcXF/0b6ukNp6ab81b39rtSIiIiAAC1atVK9neNRoN3795BkqR0jzMA+kbL06dPFc0maj24fv06gMS599LTrFkzzJw5EwcOHEjxoEn//v1x8OBBXLhwQbFcwL+Nzr59+xrUeaFTrFgxdO/eHZ6enjh58qSinQS6Y61ixYopliWd07lkyZLp5gMSLwyUJHI9SI1uLrrMzIWtK+9Xr14pmuH+/fsAkGKIf0N07doVq1atQkhIiFKxACQOcTdz5ky8evUKkpQ4F2VqN9yzw+3btwEkNto/1L17dxw5cgQA0p0308XFBbNnz04xP60x6I6bxo0bZ/jZ1q1bY9GiRXjw4IGiGXisZY2ox5rI5ymRjzXdw2ofPsRibm4ONzc3/UgwLi4uaW6jc+fO8PLyUvxhNd15Tzc1Ulbo1lXyek3UXIC49VP0bGwbGE7k71Pk9vvevXsBJH5nme1kT8rNzQ3Hjh3D6dOnsXfvXsU62nNSm8XW1hbjxo1D165d8csvv+Dvv/+GVqvFP//8g3/++Qd2dnZo0aIFmjdvjjp16ig6xP6HQkNDAaQst6RatWoFrVaL8ePHIzIyEgMHDsSmTZuMmgsQt46KXD91v98ZtYXLlSsHIHGEmg/p2jZ3795VNJvuO0jrjUFJkvSdVj4+Prh+/TpGjx4NT09Po3bKAokPlP7888/YunWrvvNzypQpaQ6dL8syqlWrBkmScP78eaN9pyK3p0SuByJfe3zyySfYsWMHFi1ahHXr1sHX1xcxMTGYOXMmChQokO669erVM1q5iVxmIteDXr16YePGjZBl2agP3WSFqOW2fft2LFiwAGvWrIEkSahSpYr+5bLs5u/vj/Hjx+PixYuQJAnly5dP8WBYTsCOdso03RArqV3wJH16Lr0n6bRabbL/qxQ7OztERUUhPDw83ROknZ0dVq5cia5duyIsLAwzZsxA8eLF0aBBA0XzJNWmTRt8+umnmDx5Ms6cOYMuXbpgxIgRGDRoULY+ZaObAzIyMjLFHExJh597+fJlmsPRhYWFAQCsra0Vzebg4IDXr18jIiIi2fdpbm6OggULIjIyUt+pl5a3b98CgOJzkYpaD3RPfpmbp/+zrsuV2k0M3YMqSj84oWvYZXSDJT0NGzaEp6en4p0Etra2ePPmDcLCwlLcsNDd/ACA169fo0iRIqluQ/fQSr58+RTNJnI9SE3p0qUREhKCqKioDIdN1pWt0r8d79+/B/DfvgtdA0rpi/UWLVrgk08+QZ8+ffDixQsUKFAA27ZtU3SI6ayKiooCgFTPn0kfQknvnKX77YmLi1M2XCry58+PiIiITB0/ureSdMeGUnisZY2ox5rI5ymRjzXdQy8lSpRIsSzpGxnp3VjQXYO+efNG0Ww68fHxWV5XV/YZvSWUFSLmErV+ip6NbQPDifx9AuK2369cufKf37rq3LkzTp06hWvXrimWK6e1WYDEeUWXLl2Kx48fY+3atfjrr7/w/v17vHnzBjt37sTOnTsBJJ7fPv74Yzg5OaF48eKKvmWsk9Fc3K1bt8bLly8xd+5cPHr0CMOGDYO3t7dRzk06ItdRUeunpaUl1Go1nj17lu6c9LrfU90xn5Tu+E9ISFA0m+6ao2jRoul+burUqYiIiIC/vz+OHTsGd3d3uLu7K5rlQ9bW1pg1axZcXFwwbdo0+Pr64vz585g3b16Gb+aamZkZ7TdD5PYUIG49EPnaA0i8NzBp0iQ0bdoUkydPxv79+3Hx4kXMmTMHTZo0UXx/mSFymYlcD6ZNm4b69etjzJgxUKvVqFq1KhYvXmz0h4MyQ9RyU6lUmDRpEiwtLbFixQrcuHED9vb2aNGiRbbmAhJf8vTy8sKwYcNw8uRJPH/+HEuWLEl1VDyRZf/RRzmG7q3N1J6QSvq3oKCgNLehG2I8ows8Q+mezvPz88vws8WLF8fy5cthY2MDjUaDESNG4MqVK4rmSW2fa9euxeTJk6FSqbBkyRJ0797dJG/+pUU3D5nuyfikHBwccO3aNRw8eDDdE4GuAar0D5+u8fbXX3+lWNaoUSMAwMmTJ9Pdxr59+wD8+8SwUkStB7o38E6dOpXu53RPTqfWQaXr/FS6w1j3pnd6oyNkRDc8tO6NCaXojjVvb+8Uy9avX6//b93xlJrdu3cDSHxC1hjZRKwHwL8PGOh89dVXAIDDhw9nuO62bdsAQPH5EHWdPWfOnMnyNo4ePQoAcHZ2ViRTUqVLl8batWthZ2eHx48fG/3GRWbpfj9Se6PU0dERgwcPRvv27dMdgUD325LWAylKql27NoB/pytIj+78rnQuHmtZI+qxJvJ5SuRjTXe98OTJkxTLihYtilq1aqF48eLpvqGoe2Nf6RsPFSpUAADs2bMny9vQzf2n5LlK1FyAuPVT9GxsG2Q9m4jfp46I7feXL18C+G9t7ypVqgBQ9s1x0dss6SlVqhSmT5+OY8eOYd68eXBxcYGVlZX+DbknT57gyJEj2LRpk37EP6XoXmbIzDR8ffr0Qffu3SHLMq5cuYIxY8Yo/vJKUqLXURHrp+78ntp9haR09w5SuyY7f/48gP92PZoa3QsFumuu9MydOxe1a9eGLMvYunUrVqxYoWiWtDRt2hS7du1Cs2bN8PjxY/Tu3Rvz58//Tw8m/leitqd0RKwHIl97JFWvXj3s3r0b7dq1w8uXLzFkyBBMnz5dP1quKYleZiLXg+bNm2Pp0qWQJAlBQUHYvXs3SpQokaX/KU3kchszZgxcXFwgyzJmzpxptAfeDWVlZYVly5ahfPnyeP/+PSZPnmzUax1jYEc7ZVr9+vUhyzJ++eWXZCfu+/fv45dfftH//7/99luq68fHx2P58uWQJEk/PJ5SvvnmG8iyDC8vL+zYsSPDz1erVg2LFi2CmZkZYmJi4ObmBl9fX0UzpcbNzQ3bt29HxYoVERgYiI4dO2LDhg1G329qWrVqBVmWsWrVKn2nV1IWFhYoVapUmsPj/PXXX/D29oYkSakOKfZftG3bVv996m4m6gwYMADm5uaYP3++/mbDh86dO6c/1jIafsdQotaDzz77DLIsY+HChfqRBlLb96+//gpJklIdgmXdunUAUp9O4L/QNY7+y9vLugtGpZ+Ib9++PWRZhq+vL6ZNm4bAwEBcuHABP/zwA/766y/kz58fRYoUwZIlS3D58uUU6x85cgRr1641yrEmcj0AEt+uaNiwIYYMGYJly5ahTJkyMDc3x++//55mI16WZaxcuRIbN26EJElo1aqVopmaNm0KWZYxd+7cLL1VGhwcjPnz50OSpHSHOv4vypQpg7lz50KWZezbty/DBpUp1K1bF7IsY8mSJSnmRbK0tMSYMWPg4eGR5hQKsbGxWLJkCSRJUmwY0qRmzpyJTZs24fr161Cr1ejWrRtkWcaff/6Z7nrR0dH45ZdfjHLdwWMta0Q91kQ+T4l8rOnmGF+7dm2KZTY2Nti8eTMCAgJQtmzZNLexatUqSJKE6tWrK5qtXbt2kGUZv/32G7Zu3Wrw2/ybNm3Cn3/+CUmS0p2/MbfkAsStn6JnY9vAcCJ/nx8Sqf2uK6uMhrhNj25dJTsTRG+zZIa9vT06duyI5cuX4/Tp01ixYgUGDx6MRo0awcnJCSqVSvFRYT7//HPIsoxff/01UyMvTZ8+HU2aNIEsyzh8+DDGjh2L2NhYRTPp5JQ6KlL91N1f8/X1xbJly1L9zOHDh7Fy5UpIkpTiDcKgoCD99ZruARWl1KxZEwCwevXqDD9raWmJ5cuXo3Tp0vpjwMfHR9E8aXF0dMTy5csxe/ZsWFlZYc2aNXB1dVV8eiFDiNie+pBI9UDka48P2dnZYcGCBVi0aBEcHBywfft2dOjQQfHh1zOSE8pM5HrQrFkzDB06FLIsw9PTM1MPFJmKyOXm4eGBQoUKITw8HJ6entkdR8/Gxga//vorzM3NcePGDWzdujW7IxlEkkWbyICE9eDBA3Ts2BFxcXGwtrZGnTp1oNFocOXKFcTFxeHzzz+Hra0tjhw5giZNmmDy5Mn6G2vXrl3DvHnzcPHiRahUKmzbtg1Vq1ZVLJtarUaXLl0QHBwMSZJQqlQpVK9eHXPmzEl3HpWdO3di6tSp+idkZFmGJElGv5BTq9VYsmQJ1qxZA1mWUb9+fcydOxfFihVDpUqVIEkSLl26ZNS5c+Lj49GxY0fcu3cPkiShSJEiWL58uf6maVpWrVqFXbt2ISQkBLIs4+OPP8aOHTsUHbpMlmV0794dgYGBkCQJDRs2RP/+/fHpp5/C0tISfn5+mDp1KgoUKICBAweiXr16sLKywqNHj7Bv3z7s3r0bCQkJcHZ2xt69exUdnlrUenDz5k107twZQOJT4xMnTkTz5s31x9CVK1cwb948/Xyqf/zxB5o0aQKtVotTp05hw4YN+rnWfvnlF0UfnlDimI6JiUGdOnUUr59arRZ9+vTB+fPnUx1ia8yYMUhISMDSpUthbm6Or7/+GrVr14ZarcaZM2dw/PhxaLValClTBrt27YKVlZVi2UStB61bt8aDBw+SPVmYtOxkWUb+/Plx+vTpZMM2TZ8+XT8EkCzLKF++PHx9fRUts4iICP3bFebm5mjbti2aNWuGqlWrwsnJKcXQcrIsIywsDDdu3EBAQAB27tyJ+Ph4ODo6Yu/evf/pRmZGhg0bhsOHD6NKlSqpvgFkStevX0fXrl0hyzLKli0LNzc3tG7dGvb29umuFx8fj8OHD2PZsmUICQmBmZkZduzYke78cIbQbSfp8WVhYYGKFSsiODgYGo0G3bp1w48//phsvdDQUBw7dgy//fYbwsLCjHLdwWMta0Q+1kQ9T4l8rO3fvx+jR4+GJElo27Ythg4dmuHcpDovX77EwoULsXPnTkiShGXLlqF58+aKZdNoNHBzc8OFCxcgSRJKlCiBJk2aoGrVqihRogTy588PKysrSJKE2NhYvH37Fs+ePcPNmzdx5MgRPHjwALIso0aNGti0aZNiQ5OKmgsQt36Kno1tA8OJ/H2mRYT2u6jnKlHbLIAyZab7N757907ROVZDQkLQsWNHJCQkoFy5chg8eDBq1KiBsmXLpjn0c0xMDHr37o3r169DkiSULl0aDx8+VPzaI6fVURHqZ3x8PDp16oS7d+9CkiSUKVMGLVu2hLOzM969e4fTp0/j5MmTkGUZRYoUwZ49e5A/f368ffsWAwYMwNWrV6HVauHg4IBdu3alOX1jVhw9ehSDBw+GJElo3749Ro8eneFb8w8ePED37t3x+vVr/QPy+/btM8n9UgB4/PgxJkyYgMDAQJibm2P48OEYPHgwVCqVyb7TpERqT6VFhHog8rVHekJDQzFlyhScOnUKKpUKffr0wZgxY1CjRg2jl1tOKjNR64Esy+jQoQPu3LmDr776Cr/++mt2R0pG1HLbuHEjZs2aBRsbGxw5ciTbh7ZPysPDA2vWrEGRIkUQEBCQ4dQKomBHOxlk//79mDBhAtRqtf7iX5ZlFChQABs2bEB0dDS+++47/ZxCDg4OUKvV+id0ZVnG4MGDMWbMGMWzvXz5EkOHDsX169cBJM5vovvv9Pz999+YMmWKfo4kU104AonDCU6cOFE/j9MPP/yAyZMnm+yiMTQ0FEOHDsWNGzcgSRL27duX7ltHAODq6qof+rBs2bLw8vIyyrC3UVFRGDx4sL7BDiTOweTk5IQCBQrgyZMn+ov+D8myjIIFC8LHx0c/hJeSRK0HK1euxKJFi5KVV4ECBRATE5Ns3926dcPMmTMBJL7x+fnnn0OSJMiyjDZt2mDhwoWK5hL1ppDO+/fvMWPGDOzZs0f/poKZmRl69eqFKVOmIDY2Fn379tVf2CYlyzKKFi2KNWvWKD6EKyBuPYiNjcXNmzcRFBSEoKAg3LhxA3fv3tXPv1ioUKEUQ0TWrVsX7969gyzLKFOmDP7880/9UMtKevToEfr164cnT54kKxeVSgVbW1t9B0ZcXBxiYmKSzYEnyzKKFSuGP/74w+hPUN+/fx8zZswAAMyZMwdlypQx6v4y8ueff+rfvJMkCRs2bEg2x3JqWrVqhYcPH+rrzfjx4zFgwADFMu3btw83btzAjRs3EBQUhMjIyBSfsbS01A+jplOtWjUkJCToc33//fcYOnSoYrl0eKxljYjHmujnKZGPtVGjRuHgwYOQJAmSJMHLyyvDue5HjhyJgIAAfT1t2bKlUW6IxMfHY+LEidi/fz+A9OeSTUp3nLm4uGDevHnpzrWam3IBYtbPnJCNbQPDifx9pic72+8in6tEbbNkR4ecIXx8fPDTTz/py0WSJFy8eDHdrLqOWV1ZG+tlkZxYR7P7/tqTJ08waNAg3Lt3D0DK87ssyyhcuDBWrlypn8ZBrVbrR/UpUqQIli5dmmE5Z8X48eOxZ88efabChQtj//796Q41HRwcjP79+yM8PNyox1patFot/vjjDyxfvhwJCQmoUaMG5s2bh2+++cbk9Vq09lR6srseiHztkRFvb28sXLgQ8fHx+OijjxASEmKScsspZSZyPThx4gQGDBgAlUqFffv2CZVN1HJLSEjAxYsXASROAyRSR3t0dLR+KpbOnTsbpd/JGNjRTga7e/cu1qxZg6tXr0KlUqFGjRoYOHCgvsNk7969mDFjhr7jWsfS0hJDhw41ys1uHVmWsX//fhw4cADh4eGZHuLoyZMnmD9/Pg4dOgRZlk06NNHbt28xe/Zs+Pn5Jbt4NdVFY0JCAvbt24e///5bP7xXesaNG4c7d+6gbdu26NOnj6Jvo35IlmVs2bIFGzZsyNRcvEDicfb1119j0qRJ+rlujEHUerB9+3b88ssvqXZIWVtbY9CgQRg2bFiyv1evXh0FChRA37594ebmluwtZCWIfFMoqRcvXuDatWuQJEn/pqDOu3fvsHLlSmzfvh3h4eEAEodebNOmDYYNG4ZChQoZJRMgdj1IKj4+HsHBwQgKCsKbN28waNCgZMtbtWoFlUqF9u3bo0+fPkb9fYuJicGGDRvg7e2d5jCVH3J2dkaHDh0wYMAAo84HJrK///4bCxcuxIMHD3D+/PkM31rp27cvTp8+jfz582PixIlwdXU1ar5nz57hxo0buH79ur4D3s7OTt9ZpdOoUSO8fPkSDg4OGDduHP73v/8ZLROPtawR7VjLCecpUY81tVoNDw8PbN68GQkJCThy5Ih+zuq09OzZU9+o79ChA2bPnq3oyEgfunbtGlavXo2TJ09mOAddwYIF0aRJE3To0AH169c3WiaRc4lWP3NKNrYNDCfy95me7Gq/i36uErHN4uLiAkmSsHfvXqPet/gvDh8+jEWLFiEkJAT29vb6ebrTEx8fDw8PD2zcuNGonZ85sY5m9/219+/fw9vbG7t27cLdu3f1f3dyckKrVq0wcOBA/ZzpOlOmTEGNGjXQvn17o12vJSQk4JdffoGPjw80Gg1sbGxSnRrvQw8fPsSYMWNw48YNAKZ9MUnn+vXrmDBhAu7fvw9ra2vExsYK/QCNCLK7Hoh87ZGRkJAQTJgwQX+cm6rccnKZEVEidrSTUURHR8Pf3x8PHjyAWq1G+fLl8dVXX2V44y27vXjxAlevXs2WucH279+PmTNnIjIykheNqQgJCcHVq1dx584dhIWF4d27d4iNjYW1tTXy5cuHkiVLonLlymjQoIFR3vDJiuyqBzExMTh69CiCgoIQHR0NW1tbfPzxx2jWrFmKRh2Q2HgqXbp0pt+oMpTuptDly5ezPBSgKTraM+vt27f6YXhNLSfWAx21Wg0LCwuT7lP34NTNmzfx7NkzvH79GnFxcTAzM4OtrS3s7OxQrlw5VKxY0SijX+RUISEhmSqPgIAAaDQaNG7cONtuXr558ybFTT9vb28ULlwYzZo1M9l5lMda1ohyrOWk85Sox9qLFy/wzz//oGfPnhl+duXKlQgLC0O7du3084aayuPHj1MtN3t7e5QtWxZFihQxaR6Rc4lSP1Mjcrb0sG2Qupz6fZq6/S56R3tSObnNkl3u3r2LJ0+eoEmTJple5/bt2/D29saVK1ewe/duo2XLiXVUhPtrcXFxiIqK0l+fiSAsLAyHDh1CWFgYRo8enal11Go1tmzZAm9vbzx+/Dhb7sfExcXpHy4BTNf5mdNlZz0Q/dojPRqNBkuXLoW/vz+AxJH2TPGblpPLjIjY0U4klJcvX+LEiRMAEt/w4dNolBvobgr9V6YeqoyIiPIGnqeIiCgrTNl+152rBg0alOWHV9VqNVasWMFzFeUJvL+mvMjISBQoUCDb9n/8+HHs3bsXADBr1iyTP8ifE7EeEBGZBjvaKc+JjY1F69atoVKpcOjQoeyOkyOwzLJGrVYjMjISNjY2wjzBnB0qVaqk2Lay86YQ64HhWGZElBPklvOU6J49ewYAQs6xFhkZiSdPnsDa2hply5aFubl5dkcCIG4uIlNhe+pffCjMuNhuIVMR/VgT+XpN5GyUe8TGxqJNmzaQJEmoOsproqwT9bdD1O9U5PNUfHw8fvzxR0iShJ9//jm74yTDljrlOVqtFs+ePTP50CoHDx7EkSNHEBYWhvz586NOnTpo27Yt8ufPn+56cXFxGDhwICRJwrp160yUNrnsKjNDuLi4QKVSwd/f36hD+oSEhABAmkOnaTQabNmyBTt27EBwcDB0zzIVKlQIjRs3Rp8+fVCxYkWj5QMSh50LDAxMdU60gwcP4sCBAwgJCUFsbCyKFSuG2rVro0OHDihfvrxR8nTq1Mko2zW17KwHOfX3w9RlVqlSJdjZ2WHhwoUGDbtI9F+IXD+ZLXNyw3nqzZs38PLywqFDh/Qds1WrVkW3bt3QokWL7I6HmJgY/bWabp5PU4mLi8O9e/egUqlQoUIFmJmZ6ZddvXoVHh4euHTpkv5v+fLlQ6dOnTBy5EijDmksaq6MiH6s6ZiqbZAVomZjeyo50dpUACD6ezIilllmsd3yL1GziZrLUCLfX8vO67WMiJhN5GsiZss6rVaLp0+fmqSO8prI+Ez925FTvtP0iHye0mg08PX1FbKjnW+0U55j6rmeIyIiMHz4cAQGBqZYZm9vjwkTJqBLly5pri/C3NQiZMiIEnPWZXY/KpUKFy9eTLGf8PBwDB06FNeuXQOQ8kaIJEkwMzPDkCFDMGLECMWzRUVFYcqUKQgICICVlVWyYy4iIgKjRo3CxYsXU2STJAkqlQp9+vTBmDFjOPxWGrKjHuT03w9T71/3VqpKpUL//v3x/fffC/P23+PHjxXdXqlSpRTdHhlO5PrJbLnPhQsX4OnpiStXrsDMzAyNGjXC2LFj4ezsjFevXqFnz5549OgRgH/P8bqGccuWLbFgwQJYWlpmW/7s+t5WrFiB1atX482bNwAAJycnuLu7o1GjRggMDETfvn0RGxub6jVbmTJl4OXlZZQ3H0TNBeT8Y03HVG2DrBA1G9tTiURtUz19+lTR7ZUoUUKxbYlaZoZgu+VfomYTNZehRL6WZbbkRL4mymy2D39zRcoGiHktacpjjddExpcd53eRv9PM4Lkga3LeFQlRDqJWqzFo0CAEBQVBlmU4OjqiRIkSePz4MSIjIxEdHY0ZM2bgypUrmDVrFufK+X/nz5/P8roXL15M8QbGZ5999l8jJZPa80kajQaDBw9O9l03bNgQzs7OiI+Px927d3HmzBnEx8fj999/R1xcHMaNG6dYpvj4eLi5uemfhouPj0dcXBysrKwQFxeH/v3765cVLFgQNWvWhJ2dHcLDwxEYGIj3799jzZo1CA8Ph4eHh2K5KOv4+5E1kiRBq9Xizz//xNGjRzF79mzUrFkzu2Phq6++UuxpUEmShHmKP68SuX4yW+6zY8cO/Pjjj0hISNBfg/j7++PChQvYsmUL3N3d8fDhQwBAmTJlULVqVcTGxuLixYuIiorCwYMHYWlpiQULFmTnP8PkfvzxR2zdujXZdduzZ88wfPhw+Pj4YNasWXj//j2srKzQvn17fbkdP34cJ0+exMOHDzFixAhs27Yt2dvmuTUXIO6xJnLbQNRsoubSEbE9BYjdplKyY1xJIpeZ6ERttwDiZhM1F+U+ol4TMVvuw2ui3EfU75SMix3tlGl8G89wO3bswPXr1yFJEiZPnozevXtDpVJBlmXs27cPHh4eCA0NxY4dOxATE4OFCxcKOSyHqX333XcGl4Pu8wMHDkzxd1N0SG3ZskX/XX/33XeYMGFCiicwX716halTp+Lo0aNYvXo1WrRooVij0MfHBzdv3oRKpYKbmxv69u2rv0G2bt063Lx5E5IkYfTo0ejfv3+ypwnfvn2LxYsXY8OGDdi1axdatmyJ5s2bK5KLso6/H1k3ZMgQ/Pnnn7hz5w66d++Odu3aYfTo0XBycsq2TFWqVBG2c1zU87uouQCx6yez5S4PHjzArFmzoNFo4OTkhGbNmgEA9u3bh9DQUEyaNAnnzp2Dubk53N3dkw3nFxsbi7lz52LLli3Ys2cPOnfujPr162fXP8Wkzpw5gy1btkCSJLi4uKB9+/YAgA0bNuD8+fMYM2YMnj17hgIFCsDHxwcff/yxfl03Nzf4+/tj4sSJuHnzJnbu3JnqMIm5KRcg9rEmcttA1Gyi5kpPdrenALapsoJl9t+I2G4RPZuouSj3EPmaiNnyBl4T5T4ifKdkXOxop0zj23iG27t3LyRJgqurK9zc3PR/lyQJrVu3xhdffIFhw4YhMDAQ+/btg62tLebMmZN9gQVhYWEBtVqd3TEMsnv3bkiShJYtW2Lq1KmpfqZw4cJYvnw5+vTpg4sXL2LTpk2KnTB1x1qfPn0wadKkZMt27typXzZkyJAU69rZ2WH69Ol4+/Yt/Pz8sGXLFqNdAGk0Ghw6dAjHjh1DcHAwwsLC8PbtW6jValhYWMDW1hZFihRBuXLlUKtWLTRv3jxPPJSTGv5+ZN3gwYPRuHFjjBs3Ds+fP8euXbvg7++Pdu3aYcCAAfjoo49Mnmn79u1YsGAB1qxZA0mSUKVKFfTq1cvkOVIj6vld1FyA2PWT2YwnO+YT3LBhA+Li4lClShV4e3vDzs4OQOLvnKurK86ePQsAGDBgQIpOV2tra7i7uyMsLAwBAQHYsmVLnrlhtXXrVgBAq1atsHjxYv3fW7RoAVdXV9y6dQuSJGHChAnJOrN12rRpg6CgIHh5ecHf31+xDm1RcwFiH2sitw1EzSZqrvRkd3sKyDltqszauXMnAKB9+/ZGGyUmt5WZqYnYbhE9m6i5KPcQ+ZqI2fIGXhPlPiJ8p2Rc7GinTBP5bTxR3bp1CwDQtWvXVJc7OjrCy8sLAwcOxMWLF7Fjxw4ULVoUo0aNMmVM4ezYsQPjx4/H7du3IUkSOnXqhHbt2qX5eVmW0a9fP0iSBE9PzxRDHZrCnTt3ACBZx0FqzMzMMGLECLi5ueHcuXOK7f/+/fsAgG7duiX7u1arxYMHDwAgw069/v37w8/PD8HBwYrlSurcuXOYOXOmPuuHQ+kkJCQgNjYWERERuH37Ng4cOID58+ejRYsW+OGHH1C8eHGj5BIVfz/+mzp16sDf3x+enp5Yt24d4uPjsXPnTvj5+cHFxQUdO3ZEkyZNTDZXlEqlwqRJk2BpaYkVK1bgxo0bsLe3N1rnnCFEPb+LmgsQu34yW9YZOp/g+/fvcfLkSZw8edJo8wkeP34ckiRh7Nix+ptVAFCsWDH06tULS5YsgSRJ+Pbbb9PcxsCBAxEQEJBsTr3c7vLly5AkCf369Uv2d3Nzc7i5uWHKlCkAABcXlzS30blzZ3h5eSk695uouQCxjzWR2waiZhM1V3qyuz0F5Iw2lSEmT54MlUqFr7/+OsU8oUrJbWWWHURrt+SEbKLmotxB5GsiZssbeE2U+4jwnZJxsaOdMk3kt/EMYW5ujo4dO5pkKNJ3794BAEqXLp3mZ2xtbbFixQr06NEDt2/fhqenJ0qWLInOnTsbPV9mmbLMAOCTTz7Bjh07sGjRIqxbtw6+vr6IiYnBzJkzUaBAgXTXrVevntFuIqRHo9EAAMqXL5/hZytWrAggcUgYpWi1WgCAvb19sr+rVCqYmZlBo9Fk2FFdpEgRAEBkZKRiuXSOHz+OoUOH6supTJkycHR0RHR0NO7fvw+tVovixYujc+fOeP36NYKDg3Ht2jVoNBr8/fffuHjxIlavXo1KlSopni2zTF0PcsPvh6nL7EO2trYYN24cunbtil9++QV///03tFot/vnnH/zzzz+ws7NDixYt0Lx5c9SpUweOjo5GzzRmzBjcuXMHhw8fxsyZM1GvXr0U9dbURD2/i5oLELt+MlvWiDqf4IsXLwAAlStXTrHMxcUFS5YsAYB0h0vVXZuEh4crmk1kumus1OY0rlOnjv6/k94E/FChQoUAJI5kkNtzAWIfayK3DUTNJmqu9GR3ewoQv02VFbIsG/VaPLeUGdstOS+bqLkykt3HGmVM5GsiZjM+Eeoor4lyHxG+08wSoQ6kRaVSwdnZWchs7GinTBP5bTxDWFpaYt68eSbZl52dHaKiohAeHp7uDQ07OzusXLkSXbt2RVhYGGbMmIHixYujQYMGJsmZEVOWmY6FhQUmTZqEpk2bYvLkydi/fz8uXryIOXPmoEmTJibNkhmlS5dGSEgIoqKikD9//nQ/GxoaCiBxaCSlFCtWDI8ePcLVq1fRtGnTZMsqVKiA4OBgPH78GOXKlUtzG7o3o3Q3cJUSGhqK77//HhqNBk2bNsXUqVOTDQf/6tUrLFiwAH5+fnj9+jV+/PFHAIk3kH19ffH7778jPDwcw4YNw549e2Bra6tovswydT3IDb8f2fHbkZpSpUph6dKlePz4MdauXYu//voL79+/x5s3b7Bz5079sJolSpTAxx9/DCcnJxQvXhyDBg0ySh4PDw+0atUK4eHh8PT0xMSJE42yn8wS9fwuai5A7PrJbIYTeT5BMzMzAIk3Jz48Pye9sfHy5cs0b3SEhYUBUPa6w1BWVlaYO3euyfaXL18+REVF4cmTJylurBctWhS1atVCaGgonj59irJly6a6Dd1bHBld1+WGXID4x5rIbQNRs4maKy3Z3Z4CxG5T9e7dO8vrDhgwINnQ8ZIkYd26dUrEErrMDMF2S87NJmqutIhyrKXG1NdrhjBlNpGviZjN+ESoo7wmUo4ov2sifKeZJUIdSIu1tTUOHz6c3TFSZZxJmihXGzNmDFxcXCDLMmbOnKn42xS5ie7tWz8/vww/W7x4cSxfvhw2NjbQaDQYMWIErly5YuyIwqtXrx52796Ndu3a4eXLlxgyZAimT5+ufysuu+ie1NT56quvACBTP/bbtm0DAEXnDmvYsCFkWcbChQsRHR2dbFnnzp0hyzLWrFmT5voajQbLli2DJEmoW7euYrkAYM2aNYiJiUHDhg3h6emZYs71woULw8PDA82bN8fmzZtx8uRJAIlPTfbu3Rtbt25FwYIF8fz5c6xfv17RbCLj74fySpUqhenTp+PYsWOYN28eXFxcYGVlBVmWIcsynjx5giNHjmDTpk36p62Nwd7eHsOHD4csy9i0aROioqKMti9DiHp+FzGXyPWT2QyXdD7B3bt3Y8aMGZgxYwZ27tyJQoUK4ezZs5BlOd35BJs1awZZlrFlyxZFs+muFfbu3ZtimYODA65du4aDBw+m21jX3WBObc5vUzEzM0OnTp3QqVMnk+yvWrVqAIC1a9emWGZjY4PNmzcjICAgzc5sAFi1ahUkSUL16tVzfS4g5xxrorYNRM4mai7R2lOA2G2qc+fO4fz58/r/nTt3LsP/AYlvtF+4cEG/ftJlShC5zAwVGRmJ69evIyQkRP/mWXYRpd2Sk7KJmis1Ih1rSZn6es0Qpswm8jURs5nOs2fP8OzZM5Psi9dExpNdv2sifqeGiI6ORlhYWIppXylt7GinLPHw8EChQoX0b+NR6r755hvIsgwvLy/s2LEjw89Xq1YNixYtgpmZGWJiYuDm5gZfX18TJBWbnZ0dFixYgEWLFsHBwQHbt29Hhw4dcOHChWzL1Lp1azRs2BBDhgzBsmXLUKZMGZibm+P333/Xv2n0IVmWsXLlSmzcuBGSJKFVq1aK5enbty8sLS0REhKC7777Ltl8Rj169EDNmjWxbds2/Prrr1Cr1cnWffz4MYYMGYJLly4BAHr27KlYLgA4cuQIJEnCyJEj0x3aZdCgQZBlOUVnepkyZTB69GjIsoyDBw8qmk1kov9+hIWFYc6cOWjRogVq1KiBL7/8EqNGjcLZs2czXDcmJgaVKlVClSpVjJYvPfb29ujYsSOWL1+O06dPY8WKFRg8eDAaNWoEJycnqFQqo19M/u9//4O3tzdWrFhh1P0YStTzu2i5RK6fzGa4jOYT1P0eZDSfIADF5xNs1aoVZFnGqlWr9A3upCwsLFCqVKk0h3n+66+/4O3tDUmS0KZNG0WzpeXx48c4c+YMDh48iF27dmHPnj34+++/ceHCBZPdrPr2228hyzL27duHCRMm4N69e5le9+XLl5g8eTICAgIAAF26dMn1uYCcdayJ2DYQPZuIuURrTwFit6natGmT7Pq0WrVqqFOnTrr/AxLfXq9Vqxbq1KmD2rVr6/+vUkQus6Ti4uJw8+ZN3Lp1CwkJCcmWXb16FT179kT9+vXRpUsXtGvXDl988QV++umnFJ0LpiZCuyWnZcvuXDnlWBPhek3UbCJfEzGb6bi4uKBFixZ4//690ffFayJlZPdvR1IifqdA4v3YTZs24Ycffkix7OXLl5gzZw4aNWqEevXqoUmTJqhevTq6deuGbdu2CdXprqufcXFx2R1FT5JFKiHKUTZu3IhZs2bBxsYGR44cUXz4wtxArVajS5cuCA4OhiRJKFWqFKpXr445c+akO+/dzp07MXXqVP18KLp51XRDruRloaGhmDJlCk6dOgWVSoU+ffpgzJgxqFGjBiRJwqVLl4w6p2Dr1q3x4MED/XcDIFnnsSzLyJ8/P06fPp1seL7p06fj5MmTeP78OWRZRvny5eHr6wsrKyvFsv3111+YOnWq/v+vXbs2vvjiC/3JfN68eXj16hUKFiyI2rVrw9raGo8ePUJQUJD+Ke++ffti0qRJimUCgBo1akCtVuPs2bNwcHBI83PR0dH4/PPPUahQIf1b7TrPnz9Hs2bNYGNjg8uXLyuaT1Qi/34EBgZiyJAhiIqKSnahpasLbdq0wezZs9PMGRMTgzp16iieq1KlSor8DsiyjHfv3qU7R25uJur5XaRcItdPZjNcrVq1EBcXhxMnTqQY1u727dto3749JEnC9evX9UMifigyMhJffPEFLCwscO3aNUVyAUB8fDw6duyIe/fuQZIkFClSBMuXL9e/GZ2WVatWYdeuXQgJCYEsy/j444+xY8cOWFpaKpYtqUuXLmHbtm04fPhwhjeKHRwc8OWXX8LNzU3xt7KTGjVqFA4ePAhJkiBJEry8vPDFF1+ku87IkSMREBCAhIQEyLKMli1b4tdff80TuXLKsfah7G4b5MRs2Z1L5PYUIG6bCgD8/f0xa9YsREVF4eOPP8aCBQv0o8WkRqlr44yIXGYAsGLFCqxevVo/KpKTkxPc3d3RqFEjBAYGom/fvoiNjU1xA1mSJJQpUwZeXl5wdnZWNJPI7RZRs4maKykRj7WkRLxeEzGbyNdEzGY6pjiH8provxPptwMQ+zu9du0aRowYgbCwMJiZmeH69ev6ZYGBgRg2bBhev36daoe6JEmoWbMmli5dimLFiimWKatMdY1rCHa0U5YlJCTg4sWLAICKFSsKcyNeNC9fvsTQoUP1P17m5ubJfsjS8vfff2PKlCl4+/YtALCj/QPe3t5YuHAh4uPj8dFHHyEkJMRkP7CxsbG4efMmgoKCEBQUhBs3buDu3bv6Ib9S6yiuW7cu3r17B1mWUaZMGfz5558phlBXwtGjRzFr1iw8ffoUQPKTuY6ugyLp/29ubo6BAwfi+++/VzyT7t/u6+ub7o2g+/fv45tvvoGVlVWK4YHDwsLQuHFjWFpa4urVq4pnFJWIvx8RERFo164dwsPDYW5ujmbNmqF06dJ4+PAhjh49CrVaDUmSULFiRaxevTrVuZhE72jP60Q9v4uWS8T6yWxZ8+mnnyImJgZ79uxJMTyb7iEwSZIQEBCQ5nyCug55e3t7nD9/XpFcOqGhoRg6dChu3LgBSZKwb9++dIcWBwBXV1cEBQUBAMqWLWu0G7cxMTH44YcfcODAAQDI9FPuuuuQVq1awcPDwyg30tRqNTw8PLB582YkJCTgyJEjGd4U6Nmzp/53pkOHDpg9e7bi2UTNBYh9rGUkO9sGOTUb21NpE7FNpfPixQtMnjwZZ86cgYWFBUaMGIFBgwalmtGU18ailtmPP/6IrVu3pjg/WVpawsfHB+7u7rhx4wasrKzQvn17VK1aFbGxsTh+/DhOnjwJSZJQuXJlbNu2Lc2H7bJC5HaLqNlEzaUj6rEGiH29Jmo2ka+JmM1wy5Yty9I6kiRh0KBBsLCwSLZsxIgRSkXjNVEWifrbAYj5nYaFhaFdu3aIjo6GLMsoV64c/Pz8YGlpibCwMLRv3x6RkZFQqVRo0qQJPvvsM9jb2+PVq1c4efIkLly4oD9Pbdq0SdEHALJy/+S7776DJElYtWpViiyfffaZUtEMwo52yhW2b9+u6PbSGxo0K2RZxv79+3HgwAGEh4fDx8cnU+s9efIE8+fPx6FDhyDLsqI3u0Uvs8wICQnBhAkT9OWSnY2u+Ph4BAcHIygoCG/evMGgQYOSLW/VqhVUKhXat2+PPn36GDVjfHw8AgICsHfvXly7di3N4XHMzMxQrlw5NGnSBK6urihfvrxR8nTr1g1XrlxBp06d8PPPP6f5uV9//RXLly9HuXLlsG/fvmTL/P39MW7cOJQpU0Z/EaWEnFAPRPv9WLp0KTw9PWFjY4N169ahRo0a+mXPnz/H9OnTceLECUiShAoVKsDb2xsFCxZMtg1jdbS7uLhAkiTs3btX8Sd5iVIjWv1ktqzp2rUrrl27hmHDhmHkyJEplqvVarx48QKFCxdO8/w9f/58eHl5oU6dOti4caMiuZJKSEjAvn378Pfff2PJkiXpTsUCAOPGjcOdO3fQtm1b9OnTxyi/iVqtFj179kRgYCBkWUbp0qXRtGlTVKlSBc7OzrC3t9fPjRofH4/o6Gg8f/4cQUFBOHLkCB4/fqyfs2/t2rWK31TWefHiBf75559MDVm4cuVK/U2ImjVrGiWP6LlEPNYyS6S2wYdEzSZSLpHaU7o8IrWpPrR27VosXrwY8fHxqFmzJjw8PFCmTJlknzF1x6RoZXbmzBm4ublBkiQ0a9YM7du3BwBs2LAB58+fh7OzM549e4YCBQrAx8cnxZzA/v7+mDhxIrRaLebMmQNXV1fFsoncbhE1m6i5ALGPNZGv10TOBoh9TcRshtGdDw2h6zJLbT1jvwjHa6L0if7bkZrs/k7nzp2LdevWwc7ODr/88guaNm2qXzZz5kxs3rwZ+fLlw4oVK1C3bt0U6+/fvx8TJkyARqPBtGnTFJ0OICv1My2SJOHGjRuKbMvgfbOjnXKD3FIh0/LixQtcvXoVLVu2VGybuaXMNBoNli5dCn9/fwDAvn37hGt0AYk36T98AtJU3r59i1evXuHdu3d4//49bGxskC9fPjg7O5tkKKa1a9di3rx5kCQJw4cPT/XJz8OHD2PUqFFISEjAgAEDMG7cOP2yoKAgDBs2DGFhYejZsyemTZumWLbcUg/So/TvR+fOnXHz5k2MHTtWPydxUrIs46effsL69eshSRKqVasGb2/vZBeJxupozy1iY2PRunVrqFQqHDp0KLvjkBEZ4/yulLyUzcvLC/Pnz4elpSWmT59u8NzXf/31F2bMmIGEhATFG50i27RpE9zd3WFmZobJkyejV69emT6narVaeHt7Y/78+ZBlGVOmTEHv3r2NnJjyApHbBqJmEzXXh7KzPQVkf5sqNXfu3MGECRMQHBwMGxsbjB8/Ptk5KLvfAM7uMhs7diz27t2Lb775BosXL9b/XaPRwNXVFbdu3YIkSel2bOoepGvQoAG8vLyMnplyJpGPNZGv10TORrnL119/jYcPH0KSJEXmmQ4ODlYgVdbl9Wui3PjbYezv9Ouvv8ajR4/w448/olu3bsmWNWrUCK9evcKMGTPQvXv3NLfxxx9/YMmSJahVqxY2b96sWLbq1atDrVYrsq3svM/MjnbKFebMmYONGzfq5//4L/JKxw/LjEwlPj4enTp1wt27d/Vzj7Vs2RLOzs549+4dTp8+jZMnT0KWZRQpUgR79uxB/vz58fbtWwwYMABXr16FVquFg4MDdu3aleawvVnBemA43RDLu3btSvEkflI//fQTfHx8IEkSGjduDE9PT/38Q+xoTx/Lh8i0ctt8gqaiG7Fm4MCBGDt2bJa2sXDhQqxatQrVq1fHtm3bFE6Yebq3MrJjyPP0iJqLiMShVquxZMkSrFmzBrIso379+pg7dy6KFSuW7R3t2a1Zs2Z48eIFtm7dmmIuVl9fX0yZMgWSJOHUqVMpRuDSCQkJQdu2bVGwYEGcPn3aFLEpBxL5WBP5ek3kbJS7xMbG4ueff8bWrVshSRI6deqEKVOmwNbWNtXPy7KMatWqQZIknD9/PsU51BRvQFPa+NthuBo1akCtVuPYsWMoUqSI/u8ajUZ/rKd3jgIS26YuLi7Inz8/zp49q1i227dvY/z48bh9+7a+frZr1y7Nz8uyjH79+kGSJHh6eqZ4QLh+/fqKZTOEebbslXI9U7+NN23aNNSvXx9jxoyBWq1G1apVsXjxYn2nTk7AMsua2NhYtGnTBpIkCffmp6hvpZo6l6WlJVasWIFBgwbh3r17ePDgAVatWpXsM7Iso3DhwlixYoV+3mUrKysEBgYCAIoUKYKlS5cq2skO5K56YKrvND4+HgBQtGjRdD83depUREREwN/fH8eOHYO7uzvc3d2Nms0QotZP0YlabqLmApgtq0yZzdLSEmvWrNHPJ/jy5UvY2dlluN7+/ftx584dAInzCa5YsSJbO9lN/X3ev38fAAweASCprl27YtWqVQgJCVEqlsFiYmLg4uIClUol1Mg0ouYCxP/tELltIGI2UXMB4h9rImSzsLDAhAkT0KxZM0ycOBGnTp1Cu3bt8MMPP2RbprSYusxevXoFAChRokSKZXXq1NH/d3rn/EKFCgEA3rx5o3C6zBPlWEuNqNl4rP1L5Os1kbNllqh1AGC2pKytrTFr1iy4uLhg2rRp8PX1xfnz5zFv3jx8+umn6a5rZmYmRMc6v89/5YbfDsC05WZlZQW1Wq2fJ17H3Nwctra2eP/+PfLly5fuNszNE7uSdfeFlfLJJ59gx44dWLRoEdatWwdfX1/ExMRg5syZKFCgQLrr1qtXT5iHSdnRTkah1Wrx7NkzxYZkzozmzZtj6dKlGD58OIKCgrB7924MGzbMZPv/r1hmWaPVavH06VOTlltmZcd3mhnZkatkyZLYsWMHvL29sWvXLty9e1e/zMnJCa1atcLAgQPh6Oio/7uFhQU6deqEGjVqoH379hme8LMqt9QDU32njo6OCAsLw/3791GrVq10Pzt37lw8e/YMly9fxtatW+Hs7IzBgwcbPWNmiFo/RSdquYmaC2C2rDJ1tmLFimHbtm36+QQ/nOc2NWXLloVarRZibmrA9GX2/v17APhP52ddo1iEQdZEyJAaEXOJ/tshcttAxGyi5gLEP9ZEyla3bl3s2rULs2fPhp+fH6ZMmZLdkVIwdZnly5cPUVFRePLkSbJ2JpD40HCtWrUQGhqKp0+fomzZsqluQ3czX/cweHYQ7VhLStRsPNb+JfL1msjZMkvUOgAwW2qaNm2KXbt2Ydq0aTh8+DB69+6NPn36YPTo0cKPSsbv81+54bcDMG25lSpVCjdv3sSxY8fwv//9L9my2rVr49SpUwgKCkLt2rXT3IZutBUnJyfF81lYWGDSpElo2rQpJk+ejP379+PixYuYM2cOmjRpovj+jCFnvbJHlIFmzZph6NChkGUZnp6e+gtVShvLjEzFxsYGgwcPhr+/P65cuYJjx47hwoULCAgIwKRJk1I0SIHEjtru3bsbrZNdh/Ug82rWrAkAWL16dYaftbS0xPLly1G6dGnIsowlS5bAx8fH2BGJiLLEzMwMbdu2xdKlSzPV2F24cCF27dqFQYMGZXsne3bQvbV15syZLG/j6NGjADg0OhGREuzs7ODh4YElS5Zka8ewKHRTwKxduzbFMhsbG2zevBkBAQFpdnwCidPESJKUYjhwoqREPtZEvl4TORvlXo6Ojli+fDlmz54NKysrrFmzBq6urpy2Lwfhb4fhmjdvDlmWsWjRIgQHBydb1qtXL/2yhISEVNcPDw/HkiVL9NODGku9evWwe/dutGvXDi9fvsSQIUMwffp0vHv3zmj7VAo72inXGTFiBD755BNoNBosXrw4u+PkCCwzMjUrKysULVo0U0PzmgrrQea4urpClmUcOnQIkyZNwvPnz9P9fMGCBbFy5UoULFgQsizj559/xtSpU02UloiIjKVp06aQZRlz587N0pB7wcHBmD9/PiRJgouLixESEhHlTa1atcLu3bsxd+5c/Pzzz3nyYTAA+PbbbyHLMvbt24cJEybg3r17mV735cuXmDx5MgICAgD8t+FpKfcT+VgT+XpN5GyU+3Xp0gV+fn6oWbMm7ty5gy5dusDT0xNarTa7o1EG+NthuD59+qBw4cKIjo5Gz549sXLlSsTExABIfPmsR48eOH/+PPr375+sIz4mJgZ//fUXOnXqhOfPn8Pa2hpubm5GzWpnZ4cFCxZg0aJFcHBwwPbt29GhQwdcuHDBqPv9r9jRTrmOJEmYOHGiviPo4cOH2R1JeCwzEsX9+/dx6NAh7NmzB+fPn8fbt29Ntm/Wg8xp0qQJ2rZtC1mWsWvXLri4uKBRo0bpPl1YtmxZrFmzBoUKFYIsy9i/f78JExMRGeb58+e4cuWKQaObaLVanD9/HufPnzdiMrEMHDgQhQsXxsuXL9GxY0dMnjwZBw4cwJMnT1J9El6WZYSGhiIgIAAzZsxA165dERUVhYIFC2LAgAHZ8C8gIsq9ihQpgk6dOqFTp05QqfLmrb9WrVqhZcuWkGUZe/bsQdu2bTP19tvIkSPRrFkz+Pn5AQC++uorNG/e3NhxKQcT+VgT+XpN5GyUN5QqVQobN27EqFGjAAC//vorunfvzlEuBcffDsPZ2dlh5cqVcHBwwLt377B48WI0aNAAvXr1wtSpU2FjY4MiRYrg7Nmz6NSpEz7//HN8+eWX+OyzzzB16lSEhYVBpVLhp59+QvHixU2SuXXr1ti1axfq16+PJ0+eoHfv3vDw8FB8jnilcI52ypW+/PLLFMNgUPpYZmRs169fx+rVq3Hjxg0cOHAg2bKTJ0/Cw8MDd+7cSfZ3S0tLfPXVV5gwYQKKFStm9IysB5nj4eGBIkWKwMfHBxqNBm/fvs1weP9KlSph48aNGDNmDG7cuGGipDmTubk5OnbsKOTcW0S52bFjx7BgwYJkT8U7OjqiW7du6N+/P2xtbdNcNzY2Ft999x1UKlWe+Y1zdHTExo0b0a9fPzx58gR+fn76G8UqlQq2trawsrKCJEmIi4tDTExMshsfsiyjWLFi+OOPP1CgQIFs+lcQEeU8d+/eRWBgIFxdXVMsO3jwIA4cOICQkBDExsaiWLFiqF27Njp06IDy5ctnQ9rstXDhQnh4eGDz5s1ISEhAuXLlMlwnIiICGo0GANChQwfMnj3b2DEpFxD1WBP5ek3kbJR3qFQqDBs2DI0bN8aECRNw5coVdOrUKbtjUTr425E1VapUwZ49ezB37lwcOHAAsbGxuHDhAi5evJjsc7IsIzo6OtnfnJ2dMXv2bDRs2NCUkVGsWDF4eXnB29sbCxcuxNq1a3H8+HGTZsgsdrQTEZHRbdmyBbNmzYJWq4UkSZBlWd+JuHHjRsyZMweyLEOW5WTrxcXFwd/fH8eOHcPy5ctRt27d7IhPHzAzM8OkSZPQt29fHDp0CGFhYZlar0yZMtiyZQu2bNkCb29vPH782MhJcyZLS0vMmzcvu2MQ5SmbN2/GrFmzUpyLwsPDsXz5cuzduxe//fYbKlSokO52PjyP5XalS5fGrl27sGHDBnh7e+Ply5cAgISEBLx58wZv3rxJdT1nZ2d06NABAwYMyPBBLSIiShQVFYUpU6YgICAAVlZWyTraIyIiMGrUKP3NUt356OHDhzh//jz+/PNP9OnTB2PGjIGFhUW25M8OFhYWmDZtGgYMGIB//vknUw9vN2nSBJUrV0a7du1Qs2ZNE6Sk3EDkY03k6zWRs1HeUq1aNezcuRMeHh7YuHFjdsehDPC3I2uKFCmCRYsWITw8HPv378e1a9dw+/ZtvHz5Eu/evUNsbCxsbGyQL18+lCxZEpUrV0aTJk3w5ZdfwszMLNty9+7dGw0aNMCECRNw8+bNbMuRHna0k1HwbTzDscyyRuRyEzWbqXNdv34ds2bNQkJCAuzs7NC6dWskJCTA3Nwc165dw5w5c6DValGkSBH0798fdevWhb29PV69eoUTJ05g/fr1iI6OxsiRI+Hn54eiRYuaJHdOkl3HWtGiRdGjRw+D1rGwsECvXr3Qq1cvREZGGidYJohaP3UiIyPx5MkTWFtbo2zZsjA3F+OSTdRyEzUXwGxZZcpsISEh+nORs7Mz+vbti9KlS+Phw4fYtm0b7ty5g/v376N79+5YuXIlateubfRMWZFd36etrS0GDhyIAQMG4ObNm7h58yaePXuG169fIy4uDmZmZrC1tYWdnR3KlSuHihUrZvjAgilZWVlh7ty52R0jBVFzAfztyCpRs4maC2C2pOLj4+Hm5obg4GDIsoz4+HjExcXBysoKcXFx+jk1ZVlGwYIFUbNmTdjZ2SE8PByBgYF4//491qxZg/DwcHh4eJgk84ey8/ssXrw4evbsmanPDho0yMhpDMN6YDgeaymJfL0mcraMiFoHAGbLCisrK8yYMQMuLi7w9/cHAN6LyQS2Q7MmO7/TQoUKZfpcJYoKFSpg27ZtWLp0qb5+ijQ9kiTntdcuKFeaNm0aunTpwqeNDcAyI1MZN24c/P39Ua5cOaxduzbZk90jRozAoUOHULZsWWzcuBGOjo4p1n/06BF69eqFly9fYtCgQRgzZoxi2VgPDMcy++/i4uJw7949qFQqVKhQIdlToVevXoWHhwcuXbqk/1u+fPnQqVMnjBw5Eg4ODtkRmShXmzFjBrZu3QpnZ2f4+voif/78+mVarRarVq3C0qVLodVqYWdnh7Vr16JatWrJthETE4M6depAkiRhn7AmIqKca/Xq1ViwYAFUKhX69OmDvn376h9AXrlyJRYtWgRJkvD999+jf//+yd5af/v2LRYvXowNGzZAkiQsW7YsT8w5znYLmQqPNSKxsY5SXsc6YHzsaKdcoVKlSpAkCR999BG+/fZbdOjQAQULFszuWEJjmZGpNG7cGC9fvoSnpyeaNm2abNmnn36KmJiYVJcltXv3bkyYMAEff/wxdu/erVg21gPDscz+mxUrVmD16tX6YaycnJzg7u6ORo0aITAwEH379kVsbGyK4aclSUKZMmXg5eUFZ2fn7IiuJ+rb9qLmApgtq0yV7euvv8ajR4+wYMECtG3bNtXP7N+/H+PHj4dGo0HBggWxZcsWlC5dWr9clI52kb9PUUVHR+PMmTN48uQJrKysUK1aNSFuQIiaS0fkY43ZDCdqLoDZdFxdXXHjxg24ublh0qRJyZa1bt0a9+/fR58+fTB58uQ0tzFp0iT4+fmhcePGWLlypdGypseUZZab2i2sB4bjsUam9OzZMwDI9rZ6apgtd9VRfp+5w5s3b3D9+nVERETAxsYGZcuWRfny5Y22v9xSB2JjY9GmTRtIkoRDhw5ld5xk2NFOuUK1atWg0WgAJHZGmJubo0WLFnB1dcWXX36ZzenExDIjU6lWrRoSEhJw+vRpFChQQP93jUaDatWqQZIkXL58GdbW1mluIyIiAg0aNICtrW2yN32VyCZ6PQgLC8PKlStx5MgRhIWFwcHBAXXq1EHPnj1Rr169dNfVdfyoVCrcuHFDkTwss6z78ccfsXXr1hSd6JaWlvDx8YG7uztu3LgBKysrtG/fHlWrVkVsbCyOHz+OkydPQpIkVK5cGdu2bTPa3Eiivm0vai5myx3ZatWqhbi4OPz9998oWbJkmp/bu3cvxo8fD1mWUbp0aWzatEk/EospOtpFKjNDvHnzBl5eXjh06JD+hnfVqlXRrVs3tGjRwuj7DwwMRGBgIMzMzNCwYcNkNzDWr1+PpUuX4u3bt8nWqVSpEmbPnp1i5IK8kAsQ+1hjttyTi9kMU6dOHbx//x779+9HmTJl9H/XarWoVq0aZFnO8Dx2+/ZttG/fHkWLFsWxY8cUzyhameWEdgsgXrnlhGyi5copx1p6svt6Ladm06lUqRJUKhUuXrwIGxub7I6TDLPljjqqw+9TbBs2bAAAdOvWLdX7dk+fPsX8+fNx6NAhaLXaZMtKlCiB/v37o3v37ornyi11QJQXHFLDjnbKFV6/fo3du3dj586d+o4R3fwWTk5O6Ny5M1xdXeHk5JSdMYXCMiNTadCgAV6/fg1/f/8UT+fVr18fkZGROH/+POzs7NLcxqNHj9CyZUvY29vj/PnzimUTvR4EBgZiyJAhiIqKStY5q8vYpk0bzJ49O80LWGNcgLDMsubMmTNwc3ODJElo1qwZ2rdvDyDxIvz8+fNwdnbGs2fPUKBAAfj4+ODjjz9Otr6/vz8mTpwIrVaLOXPmwNXVVbFsOqK+bS9qLmbLPdl0He0nT55MdQqTpNatW4e5c+dCkiTUrFkT3t7esLS0NHqDT7QyS+rChQvw9PTElStXYGZmhkaNGmHs2LFwdnbGq1ev0LNnTzx69AgA9Pl0v8ktW7bEggULYGlpqXiu6OhojBkzBqdOndL/TaVSYfDgwRg1ahS2b9+OadOmpbm+tbU1VqxYkeEDWrkll47Ixxqz5Z5czGa49M5V1atXh0ajwbVr19J9a/f169eoX78+LC0tcfXqVUXziVhmordbADHLTfRsIubKCceaqNdromfLLN3bopcuXRKug5HZckYdzSx+n2JL72GDK1euYNCgQYiOjk5xjtKRJAn16tXD8uXLYWtrq1iu3FIH2NFOZEIhISH466+/sGfPHoSFhQFI/OFQqVRo0KABvv32WzRv3lyY4axEwDIjY+rbty/OnDmD/v37Y/z48cmWTZw4Ebt378aSJUvw9ddfp7mNFStWYPHixahRowa2bt1qlJyi1YOIiAi0a9cO4eHhMDc3R7NmzVC6dGk8fPgQR48ehVqthiRJqFixIlavXo1ChQql2IaxL0BYZpk3duxY7N27F9988w0WL16s/7tGo4Grqytu3boFSZLS7USfP38+vLy80KBBA3h5eSmWDRD3bXtRczFb7srWqlUrPHz4EL///jtcXFwy/Ly7uzs2bdoESZLg4uKC3377DbGxsUb7vRWxzHR27NiBH3/8EQkJCclufBYrVgxbtmyBu7s7Dh8+DAAoU6aMPtvFixcRFRUFSZLQtm1bLFiwQNFcsiyjW7duuHr1aqo32n/++WcsXboUL168QPny5TF06FBUrVoVcXFxOHbsGFavXo3o6Gg4Ojpi//79ir39JmouHZGPNWbLPbmYLWt005ykNuVWp06dEBwcjL1796JcuXJpbuPUqVPo168fnJycEBAQoFg2UcssKdHaLYDY5SZqNlFzJSXisSbq9Zqo2ZYtW5aldSRJwqBBg2BhYZFs2YgRI5SKxmwKEKmOilxmImcTWVoPG0RGRqJ169aIiIgAADRt2hTNmzeHs7Mz1Go1QkJC4O/vj5s3b0KSJDRo0ACrV682SkaR6oCh2NFOucL27dsV3d63336r6PY+pNVqcfLkSezcuRP//PMPYmNj9U/qFChQAB07dsS3336Ljz76yGgZWGZZI3K5iZpN1FxAYsNp6tSpUKlUmDVrVrJt3759G66urihatCg2b96MIkWKpFj/3LlzGDhwIOLj4zFu3DgMGDBAsWypEaUeLF26FJ6enrCxscG6detQo0YN/bLnz59j+vTpOHHiBCRJQoUKFeDt7Z1ifh1TXYCwzDLWrFkzvHjxAlu3bkX16tWTLfP19cWUKVMgSRJOnTqV5jxJISEhaNu2LQoWLIjTp08rlk3Ut+1FzcVsuS/bjBkzsHXrVlSqVAmbNm3K8Ol7rVaLoUOH4ujRo5AkCV9//TVmzJiBBg0a5KnRMB48eIAOHTogLi4OTk5OaNasGQBg3759iIyMRL169XDu3DmoVCq4u7sn23dsbCzmzp2LLVu2QJIkeHl5oX79+opl0/2uWlhYYNy4cfpyW7duHVasWAErKyvExcWhUqVK2LhxY4q3Be7du4fu3bsjOjoaI0eOxLBhw3J1LkDsY43Zck8uZsu6WbNmYePGjfj444+xYcOGZA/a+Pj44KeffkLXrl0xa9asVNfXaDTo3bs3Ll++rGinlMhllhpR2i0il5uo2UTNlRZRjjWRr9dEzabrKDPEh2/aJ6Vk24DZlCNCHRW5zETO9vjxY8W2BQClSpVSbFtpdbQvXLgQq1atgrm5ORYvXoyvvvoq1fVXrlyJRYsWQZIkLFy4EK1bt1Ys24dEqAOGYkc75QpZ+YFNiyRJis99m563b99i37598PPzw8WLFyHLsv7fUqtWLXz77bdo3bq14sOasMyyRuRyEzWbqLmAxAut7t27IzAwEJIkoWHDhujfvz8+/fRTWFpaws/PD1OnTkWBAgUwcOBA1KtXD1ZWVnj06BH27duH3bt3IyEhAc7Ozti7d2+6c7krLTvrQefOnXHz5k2MHTsWAwcOTLFclmX89NNPWL9+PSRJQrVq1eDt7Z0sS3ZcgLDMUqcb0jO14T4fPnyIr7/+GpIk4erVqyme/NXRDfdpbm6O69evK5ZN1LftRc3FbLkvW0hICDp27IiEhASUK1cOgwcPRo0aNVC2bNk0z60xMTHo3bs3rl+/DkmS9KNnKP3bIWqZAcBPP/0EHx8fVKlSBd7e3vopYEJDQ+Hq6orw8HAAwODBgzF69OhUtzF06FAEBASgVatWWLJkiWLZdKPpDB06FKNGjUq2bMiQIThy5AgkScLKlSvRqFGjVLexYcMG/XzoSj3QKGouQOxjjdlyTy5my7rHjx+jTZs2UKvV+OSTT+Du7o5atWoBABISEtCjRw9cvXoVQ4cOxdChQ5NdTz5+/Bju7u76B043bdqkX/e/ErnMMpKd7RaRy03UbKLmyozsPNZEvl4TNdvXX3+tv65XotskODhYgVSJmM04squOilxmImcT+R54Wh3trVu3xv379zFo0CCMGTMm3W1Mnz4d27ZtQ6NGjbBq1SrFsqUnO89ThhC5o12V3QEo5+jVq5e+gsmy/J//Z0p2dnbo0qUL1q9fj4MHD2L48OEoWbIkZFnG5cuXMW3aNDRs2BDTp0/HlStXFNsvyyxrRC43UbOJmgtIvGhZsWIFatWqBVmWcfLkSfTr1w916tTBV199hfXr18Pe3h6vXr3CvHnz0KlTJ7Ru3RpDhgyBn58fEhISULBgQaxcudKknexA9taDhw8fAkgcTig1kiRh2rRp+O677yDLMq5fv47Ro0dDq9UqmsNQLLPU5cuXDwDw5MmTFMuKFi2KWrVqoXjx4nj69Gma27h//z4AIH/+/Ipmu3z5MiRJQr9+/ZL93dzcHG5ubvr/P70htTt37gxA2aeURc3FbLkvW4UKFTBp0iTIsoz79+9j8uTJaNOmDWJjY9Ncx9bWFmvXrtWf23TzRipN1DIDgOPHj0OSJIwdO1Z/YxQAihUrhl69eumvJ9IbJUf3UFRgYKCi2W7fvg0AaNOmTYpl3bt31/933bp109yGrkx155bcnAsQ+1hjttyTi9myrlSpUpg5cyaAxN+S7t27o0ePHvj111+xZ88e9O7dG4ULF4anpyeaNGmC4cOHY9y4cejSpQu+/vprnDx5EgDg5uamWCc7IHaZZSQ72y0il5uo2UTNlRnZeayJfL0majY/Pz907dpV39HUuXNnnD9/HkFBQan+T/cQvCRJuHDhQorlSmI248iuOipymYmcrUqVKorc+zZlf4vuXl+7du0y/GzPnj0BmPZclZ3nqdxCvIH2SVjTpk1D/fr1MWbMGKjValStWhWLFy+GSpWzntcoVaoURo4ciZEjR+LixYvYt28fDh06hBcvXmDbtm3YsWOHYk8yscyyRuRyEzWbqLl08ufPj02bNmHLli3YsGED7ty5A41Gg8ePHycb8ufDCxxLS0t8/fXXmDRpEgoXLmzq2MmYuh7Ex8cDSOyETc/UqVMREREBf39/HDt2DO7u7nB3d1csx3/BMvtXtWrVcPLkSaxduxaLFi1KtszGxgabN2/OcBurVq2CJEkphp7/r169egUAKFGiRIplderU0f930psfH9LNd//mzZtcn4vZcme27777DiVKlMCiRYsQEhICOzu7DJ/WtrOzg7e3Nzw8PLBx40ZF8+iIXGYvXrwAAFSuXDnFMhcXF/1bRU5OTmluo3z58gCgf2NJKVFRUQASh7z7UMWKFfX/nd6bELo56eLi4nJ9LkDsY43Zck8uZvtvOnfujEKFCmHWrFl4+vQpLl26hMuXL6f4XEREhH5OYyCxjWVubo6BAwfi+++/VzST6GWWWaZut4hcbqJmEzWXoUx9rIl8vSZqNmtra8yaNQsuLi6YNm0afH19cf78ecybNw+ffvppuuuamZnBzMxMsSzMZnqmrKMil5nI2bZv344FCxZgzZo1kCQJVapUQa9evYy2PyVYWFggPj4+1SlTP6S7p6lrO5qaqc9ThjA3N0fHjh0VG9FASexoJ4M0b94cS5cuxfDhwxEUFITdu3crOjegqX366aeoXbs2mjVrhsWLF+P69euKP8nEMssakctN1Gyi5tKRJAndunVDt27dEBISgqtXr+LOnTsICwvDu3fvEBsbC2tra+TLlw8lS5ZE5cqV0aBBg2TzD4rCFPXA0dERYWFhuH//foZvncydOxfPnj3D5cuXsXXrVjg7O2Pw4MGK5vmv8nqZffvttzhx4gT27dsHMzMzDB06VH9TICMvX77EwoULERAQAEmS0KVLF0Wz5cuXD1FRUXjy5EmKYe11b9uHhobi6dOnKFu2bKrbMMbb9qLmYrbcmQ1IvKHn4uKCu3fvpjr6RGosLS0xffp0/O9//4O3t7fiT3eLXGa6myeRkZH6G9c6xYsX1//3y5cvk/3/SYWFhQGA4iPWFC5cGKGhobh58ya+/PLLZMscHR0xePBgvHjxAq/+r707D4+iytv/f1cSQsK+yKrsCGFREEUBRSAsww4hzTwKyCLIDCKMqKiMgIqOiI+A41cRcEQckQdlIEgHgkgElAgjw6oEGFCQYNjDKoSQpH5/8EtLJAnppjt90nm/rivXBemq6jufPtWnuk+dqpMnddttt+W4jZ07d0pSvr4MKey5JLPbGtkCJxfZbl67du0UFxentWvXauXKlfr++++VnJx83XK2bSs4OFh16tRRu3btFB0dne9jT3cUhpq5qyA+t5hcN1OzmZrrZhREWzP5eM3kbNLVK+UtX75cEydO1FdffaXBgwdryJAhevLJJxUaGur15yObeQrqO3CTa2ZitqCgID333HMKDQ3VnDlzlJiYqNKlS6tTp05+yZMfERER2rJli5KTk2/YB/3000+SZMT34QW1D+RXaGioXn/9db89f17MmOqIQqVDhw4aNWqUbNvWe++95zpQLUxs29bGjRv117/+Va1bt9aIESNclzGpWbOm15+PmnnG5LqZms3UXL9Xv3599evXT88995ymT5+u2bNna/78+Zo9e7amT5+ucePGqWvXrkYcVFyrIPeDZs2aSZI++OCDGy4bGhqqWbNmqWbNmrJtW2+99ZY+/vhjr+bxFDW7qmvXrurSpYts21ZsbKx69uypTZs23XC9MWPGqEOHDvr8888lSZ07d1bHjh29mq1p06aSpPnz51/3WNZs+7Vr1+b6hZXkm9n2puYiW2Bmu1a9evXUrl07t9Zp0KCBXn31VTmdTq9mMblm9erVkyStXLnyusfKlCmj77//XqtXr87zi4Rly5ZJkm6//XavZrvnnntc7+0XL17M9lhoaKjGjRunadOm5TqYnZqaqrfeekuWZenee+8N+FyS2W2NbIGTi2zekXXVr7///e/66quv9J///EerVq3SkiVLtGDBAi1ZskSrVq3Stm3bFBsbq/Hjx/tkkF0qPDXLj4L83GJy3UzNZmouTxRkWzP5eM3kbFkqVKigWbNm6ZVXXlHx4sX14YcfKjo62oh7A5PNd/zxHbjJNTM127hx4xQZGSnbtvXSSy/59WolvxcbG6sff/zR9f8+ffrItm0tWbLkhuu+++67fu+rCnIf2Lx5s99myHsTA+3wyBNPPKEGDRooPT1dM2fO9HecfNu1a5def/11Pfjgg3r00UcVExOjs2fPqnjx4urVq5f++c9/6osvvvDJc1Mzz5hcN1OzmZorPzIyMrRs2TLXhyVT+GM/iI6Olm3bWrNmjZ577jkdOXIkz+Wz7mNfvnx52bat1157TS+88IJXM7mDml1v+vTpGjRokIKDg2XbturUqXPDdVJSUpSeni7bttWnTx+9+eabXs/lcDhk27bi4uI0fvx419mz+XHixAk9//zzWrt2rSR5dba9qbnIFpjZ8qug+ymTa9a1a1fZtq33339fixcvvu7xYsWKqUaNGrlegn/p0qX65z//Kcuycrxn+c0YOnSogoKCtGvXLkVHR+vTTz/N1xcvaWlpWrVqlRwOh/bt26egoCANGTIk4HNJZrc1sgVOLrL5RqlSpVS7dm01adJE99xzj5o0aaLatWsXyEyzwlqza/njc4vJdTM1m6m53OGPtmby8ZrJ2X6vf//++vzzz9WsWTPt27dP/fv313vvvafMzEyfPi/ZCpa/vwOXzK6ZidmmTZumihUr6tSpU3rvvff8luP3Jk+erJ49e+ruu+/W4MGDtX//fhUrVkwLFy7M8eQiSTp06JAee+wxbdy4UdLV7zgLmj/2gUceeUTR0dH63//9XyPauacs259z/VGobdiwQSNGjFBQUJDi4uJUq1Ytf0fKUVJSkpxOp5xOpw4ePCjpt/tAN23aVA6HQz179szzPk7eQs08Y3LdTM1maq4buXjxolq0aKGgoCC/n81mwn7wzDPPKDY21nXvmVtuuUWrVq1SyZIlc11nz549Gj58uE6dOiXLsmTbtizLKpAzTalZ/hw9elTx8fEaOHDgDZedO3eujh8/rl69erlm7PvC2LFjtXr1almWJcuyNG/ePLVq1SrPdcaMGaO1a9cqIyNDtm2rS5cuevvtt4tELrIFZrb88Ec/ZWrN0tLS1LdvX/3000+yLEuVKlXSrFmzXDPOcvP+++9r+fLl2r9/v2zb1u23364lS5Z4fUDoH//4h+vkJMuy9Mknn2S7h2tOunbtqp9//tnVdz3zzDMaMWJEkcglmdvWyBZYucjme6mpqerevbuCgoK0Zs0anz9fYayZCZ9bTK6bqdlMzZUXf7c1k4/XTM6Wm8zMTM2ePVuzZs1SRkaG7rzzTr3++uvq1q2bLMvS1q1bcz0xgGxmZvP3Ppobk2tmWraFCxdqypQpCg8P17p16/x6e5CXXnpJu3fv1t69e5Wamur6fdZ3lLZtKyQkRDt37lRQ0G9zoLM+72UtExkZqVmzZhVIZn/vAxEREZKu1uiuu+7StGnTVKNGDZ88ly8x0I6AdPr0aa1cuVJOp9N1r8yspl6+fHn16tVLDodDDRo08GdMo1AzmCBrAKOgBoZ/z7T9ICMjQ2+++aY+/vhjpaenKzw8XNu2bbvhej///LPGjRvnGgTyZT2pWWC4cuWKpk2bpkWLFikjI0Pr1q1TlSpV8lxn4MCB2rJli6Srl8F65ZVXvP7lhqm5yBaY2fLDH/2UyTU7duyYRo0apcTERFmWpbi4uDwv2SpdPTM/67JztWvX1rx581S9enWvZ5OkL7/8UtOnT9fBgwe1efNmlS5dOs/lhw0bpo0bN6ps2bJ69tlnfTaLwNRcJrc1sgVOLrL5XkH3VYWlZqZ9bjG5bqZmMzXX75nW1kw+XjM5W15++OEHjR8/XgcOHFBYWJhSU1P9PvhJtvwzbR/Niyk1MzlbRkaG632+YcOGfh1oz5KZman9+/crMTFRu3bt0q5du7Rnzx5dvHhR1atX11dffZVt+datW+v06dOSpB49eui1115T8eLFfZbPpH0gIiLCdQJdZmamwsPDNXr0aA0ZMkTFihXz+fN7CwPtCBipqalas2aNnE6nEhISlJGRIenqm0RQUJDatGkjh8Ohjh07Fqqd1JeoGUzjjwGMwrAfHD9+XGvWrNHx48f15JNP5mudK1eu6NNPP9U///lPJSUlebWe1Mx9EydOVP/+/X06K90bTJxtb3IusgVmtrz484QwU2uWkZGhuLg4ffnll677h+fl6aef1r59+9SzZ08NGTLEp18gZNm/f7/q169/w+XWrl2r9PR0Pfjgg0U6l6ltjWyBlYtsvuOvvsrEmhWGzy0m1s30bCbmMr2tmXy8ZnK2vFy+fFnTpk3TwoULJcmYwU+JbDkxfR/NC69nYLBtWz/99JOOHz+u1q1bZ3vs6aefVunSpdW7d+8bXu3MU6buA1kD7XPmzNGkSZN07NgxWZalGjVq6Mknn3RdKcF0DLQjIIwfP17x8fG6dOmSpN/OwKlRo4aioqLUr18/Va1a1Z8RjUPNYKKC/lKoqOwHZ86cUbly5byyLWrmmawDx3r16snhcKhPnz4qX76817YPoGD4+8orAADcCH3VVUXlcwv8j7ZWtG3YsEErVqyQJE2ZMsWoQVqyXRUo+yivJzxl8j6Q9X3p1q1bdfnyZU2cONF166OsAfcRI0aob9++fr1i1I0w0I58M3k2Xta9HCQpLCxMnTp1ksPhuOG9mnyNmnnG5LqZms3UXO4q6C+F2A/cR80807RpU6Wnp0u6eqAYEhKiTp06KTo6Wg888IBfs5laN1NzSWTzlMnZ8qug+6lAqJk//OEPf1B0dLSioqJUqVIlf8dxMTWXZHZbI5v7TM0lka0gFGRfZXLN+NziGVOzmZpLMrutwX0mtzWyecbUfdTkmpmczWSm1s3UfUDKPtCedSWEDRs26LXXXtNPP/0k6er3qBUrVlSPHj3UvXt34+orMdAON5g8Gy8iIkJNmjRRdHS0evXqdcP7HBYUauYZ0+tmYjZTc7nLHwPt7Afu56Jm7jt9+rScTqeWLVuW7T7wklStWjX169dP0dHRqlatWoFnM7VupuaSyOYpk7Pllz/6qcJeM+nqZeq6d++uoKAg19npvpRVt+DgYD344INyOBxq3769goKCfP7chTHXtdlMbGtkC5xcEtkKQkH2VSbXjM8tnjE1m6m5JLPbmjsK+njNHQWZzfS2Rjb3mbqPml4zU7O5w1+fQ02rm6n7gJTzQLt09bYiixYt0vz585WUlCTpt+9Rq1evro4dO+quu+5S8+bN/fJd6u8x0I58M3k23p49e7KdmWMKauYZk+tmajZTc7mroAcw2A/cR81u3v79+7V06VLFxsbq+PHjkq7m/f09kUJCQgokj6l1MzUX2QIzW34VdD8VCDWTCr5uffr00d69eyX99mH8lltucZ3UVLNmTZ9nKEy5JLPbGtkCJxfZCkZBvueaXDM+twRWNlNzSWa3NXeYfNsJ3tfIdjNM3UdNrpnJ2dzB5/erTN0HpNwH2rPYtq3Vq1fro48+0tatW12/v/a+7SVKlFC1atVUtWpV/eMf/yiQ3L/HQDvyzeTZeKaiZp4xuW6mZjM1lyd++eUXSdKtt97q5yT+FUivaUEpbDXLzMxUQkKCli1bpvj4eKWmprrylitXTn379pXD4VC9evV8msPUupmai2yBmc0dBdlPBUrN/PHF7d69exUTE6PY2FidPHlS0m+1a9mypfr3768//OEPBX6fN1NzmdzWyBY4uchWMNLS0jR58mRZlqWpU6f69LkCpWYFzeS6mZrN1FyBhIH2q0xua2QLLCbXzORs7ijo97VAqVtButFA+7WSk5O1evVqffnll9q2bZsyMzOzPe7P/ouBdnjEtNl4mzdv9ur2WrZs6dXtSdTMU6bVrTBkMzWXidgP3EfNfOPChQuKi4vT559/ri1btsi2bdfBePPmzeVwONS9e/cbHnTeLFPrZmousgVmNlMV5pr584vbzMxMffPNN1q2bJm++uorXb58WdLV2pUuXVq9evWSw+FQo0aNyPX/M7mtkS1wcpEt8JhWMz63BG4203IVlrZ2Iwy0X8+0tkY2zxSGfdS0mhWWbDfiz/c1k+pm8j7gzkD7tS5cuKCdO3dq165d+vHHH5WcnKzz588rJibGa9ncwUA7boops/GydkhvsCzLdcaRL1Azz5hSt8KUzdRcJmE/cB81872kpCQtW7ZMy5cvz3YfovDwcPXo0UMOh0PNmjXzaQZT62ZqLrIFZracbNy4UfHx8Tp8+LCKFy+uJk2aqE+fPqpSpUqBZShsNZPM+eL2woULWrlypWJiYrRt2zZJv80waNSokfr3769evXqpVKlS5JLZbY1sgZOLbL5x5swZHT58WGFhYapdu3aBfvltSs343BL42UzJVdjaWm5MOV7Lib+zmdLWyOaZwrSPmlKzwpYtN/5+75DMqJvJ+4CnA+2mYaAdXuPP2XjevMdEQb7xUjPPmDLzszBlMzWXv7EfuI+aFawtW7YoLi5Oa9as0dGjRyVJQUFBBfrli6l1MzUX2QpvtnPnzmnRokXavn27goOD9eCDDyoqKkohISHKyMjQuHHj9OWXX163XlhYmJ555hkNHDjQJ7ny4u+a5ZcJX3D83qFDhxQTE6Ply5e7bgdgWZaKFy+uP/zhD3I4HH6ZUWZqLpPbGtkCJxfZ8ufy5cv66aefFBQUpPr16ys4ONj12M6dOzVt2rRs97AsWbKkoqKiNGbMGJUpU8an2X6P7zw8Y0pbK0zZaGs3z8TjtSwmZTN1HyBb7grrPsrrefNMeu+Q+C43Jwy0A3ko6Nl4N7okxIQJE2RZll566aV83e8wKirKW9HyjZp5xoSZn4Utm6m5/IH9wH3UrOBlZmZq48aNmjlzpn744Qe/fkAwtW6m5iJb4cn2/fffa9SoUTp16lS237dq1Upz5szRjBkzNH/+fNfvb7nlFl2+fFnnz593ZXvuuec0dOhQr2Vyl8mvp2lfcPzed999p5iYGK1evVq//vqrpKu1q1mzphwOhx577DFyXcPktka2wMlFtpzNmTNHH3zwgav/qVatml5++WW1bdtW27dv17Bhw5Samqrff9VnWZZq1aqlefPmqXr16l7PlR985+EZ9gPzcwVKWzP5eM3UbKbuA2TLLhD2UV5Pz5j63iHxXW6W559/XpZlacqUKSpWrJjXtlvQGGiHz5kwG6+wnRlDzTxjQt1yY2o2U3OZgv3AfdTMO2zb1qZNm+R0OhUfH69z5865fl+rVi198cUXfsuWxcS6mZxLIpunfJ3twoUL6t69u44fP66goCDVrVtX0tV7qlmWpUceeUT/+te/dPHiRfXu3VtPP/2061Lx27Zt06uvvqpdu3YpJCRETqdTderU8Uqum2Ha65mWlqbJkyfLsixNnTrVLxny4/Lly/rmm2/0xRdfaN26dTp//rwRX8qYmksyr61di2yBk0simyS9+OKL+uyzz64bRA8NDdXHH3+sl19+WYmJiSpevLh69+6tJk2aKDU1Vd98840SEhJkWZYaNWqkxYsXZ5sF7w8mvJ58bvEuU7OZkKuwtDWTj9dMzpbFhLaWG7LlrbDso1lMqFluTMtWGN47JP/XrbDtAyZioB0Fwt+z8QrjmwU184y/65YXU7P5Olf79u29ti3LsrR27Vqvbe9G2A/cR81uzq5du+R0OrVixQqdPHlS0tXB9bCwMHXp0kUOh0P33ntvgefKjSl1Kyy5JLJ5ypfZZs+erbfeeku33HKLZs+eraZNm0qSNmzYoFGjRik9PV2S1LlzZ7399tvXrX/p0iX98Y9/1P79+/Xwww9r8uTJXsl1s0x+PU2WmJioL774QqtWrdLPP/9sTN1MzSWZ3dbIFji5pKKdbdOmTRo6dKgsy1KHDh3Uu3dvSdInn3yizZs3q3r16kpOTla5cuX08ccf6/bbb8+2/ooVK/Tss88qMzNTr776qqKjo72WzVP+fj353OJ9pmbzd67C2tbgPn+3tbyQLXeFcR/1d83yYnI2kxXV73InTpyo/v37G3NVUU+F+DsAAldus/EkqWbNmn5MZi5q5hmT62ZqtoLMde7cOV28eNEr28q6bw2uZ2pbM5kpNUtKSpLT6ZTT6dTBgwdd2SSpadOmcjgc6tmzp0qVKlVgmfJiSt0KSy6JbJ4qqGyrV6+WZVl66qmnXIPskvTAAw/I4XDo//7v/2RZlkaNGpXj+uHh4Ro7dqzGjBmjb7/91mu5PGHy63nmzBkdPnxYYWFhql27tkJCzPko+uOPP8rpdCo2NtZ1X3TbtlWiRAl169aNXDkwua2RLXBySWTL8tlnn0mSunbtqpkzZ7p+36lTJ0VHR2vv3r2yLEvjx4+/bpBdknr06KFdu3Zp3rx5WrFihd8G2k1+PU1mct1MzWZqrsIgOTlZkvx2m4m8mJjN5LZGtsBics1MzHb+/Hn98MMPSklJUXh4uGrXru26ep0pTKxbQfvXv/6lJUuWqF69enI4HOrTp4/Kly/v71huM+fbDQSMwjYbzwTUzDMm183UbP7ItWLFCj3zzDPasmWLLMtS3bp1deedd3r1OYoyU9uayUyo2enTp7Vy5Uo5nU7t2LHDlUGSypcvr169esnhcKhBgwY+zeEOE+pWmHKRrfBky7ofWqtWra57rE+fPvq///s/SVL9+vVz3cbdd98tSTp27JjXcrnD36/n5cuX9dNPPykoKEj169fPdkninTt3atq0adq6davrdyVLllRUVJTGjBmjMmXK+CxXXo4fP64VK1bI6XS6ZgpkvQ/fddddio6OVvfu3VWiRAlyXcPfbY1sRSMX2a63bds2WZalRx99NNvvQ0JCNHToUE2YMEGSFBkZmes2+vXrp3nz5nHVpkLE5LqZms3UXIVJZGSkgoKCtGXLFuNm95qUzeS2RrbAYnLN/JHtk08+kSQ99NBDOd4K55dfftEbb7yhNWvWKDMzM9tjt956q4YPH66HH37Yq5ncZfJrWtBCQkKUnp6u/fv3a9q0aZo+fbrrRNIHHnjA3/HyjYF2eEVhm41nAmrmGZPrZmo2f+eqVq2a5s2bp8cff1wJCQk6cuSI3nrrrRxnWiB//P2aFkYm1Cw1NVVr1qyR0+lUQkKCMjIyXDmCgoJ0//33y+FwqGPHjipWrJjPcrjDhLoVplxkK5zZ0tLSsj3fta49i/zXX39VuXLlctzGr7/+6vVcN2LK6zlnzhx98MEHOn/+vKSr/f7LL7+stm3bavv27Ro2bJhSU1Oz1ffChQtasGCBvvnmG82bN6/AZiVduHBBq1ev1vLly7V582ZlZma6ct1yyy3q3bu3HA5Hgc90MDVXFlPaGtkCOxfZ8pb1Jeytt9563WMtWrRw/Tuv569YsaIkud6vfc3fNSusTK6bqdlMzVWYmXynWX9mM7mtkS2wmFwzf2d75ZVXFBQUpH79+l13ws2OHTs0cuRInTt3Lsf3isOHD2vKlCn64osvNGvWrAI9ednfdTPVN998I6fTqWXLlikxMVFXrlzRqlWrtGrVKlWrVk39+vVTdHS0qlWr5u+oeWKgHR4rjLPx/I2aecbkupmazbRcxYsX1zvvvKPo6GgdOHBAzz//vBYvXqygoKACef5AYNprWhiYVLPx48crPj5ely5dypajRo0aioqKUr9+/VS1alWf58gPk+pWGHKRrfBnu/XWW3XgwAH9+9//Vr9+/bI9Vq5cOc2bN09Hjhxx3as9J998840k6bbbbvNpVlNqluXFF1/UZ599lu1LjOTkZI0ePVoff/yxpkyZokuXLql48eLq3bu3mjRpotTUVH3zzTdKSEjQzz//rCeeeEKLFy/OcTaCN1y5ckXr16+X0+nUunXrsp1YERISorZt2yo6OlodOnTwWYbClCuLaW2NbIGZi2z5V7JkSZ09e1aHDx9WhQoVsj1WuXJlNW/eXMeOHdMvv/yi2rVr57iNAwcOSJLKli3rs5wm1awwMblupmYzNZdp3nnnHY/XnT179nUngD/xxBM3G8nF5GzXMrmtkS2wmFwz07LlNIh+5swZjRo1SmfPnpUktW/fXh07dlT16tV15coV7d+/XytWrNDu3bv173//W2PGjNEHH3zg05ym1c1E5cuX1+DBgzV48GDt379fS5cuVWxsrI4fP67k5GS9++67eu+999SmTRvX5CSTbkOXxbJNPkUNxrnRbLxrG7wps/EkKSIiQpZlaevWrQV+aSFq5hmT62ZqNlNzXWv//v2KiopSenq6XnzxRT300EN+yZFf7Afuo2Y5i4iIcP07LCxMnTp1ksPhyPFS1f5gat1MzUW2wMr2+uuva/78+brlllv04Ycfun3FlR9//FEDBw7U2bNn9dhjj+mpp57yaj4TayZJmzZt0tChQ2VZljp06KDevXtLunopv82bN6t69epKTk5WuXLl9PHHH19X1xUrVujZZ59VZmamXn31Va/fL3jzXCnggwAAa9hJREFU5s1yOp364osvXPe6y/roW7t2bfXr109RUVGqVKmSV5+3sOaSzG1rZAusXGTzzIgRI5SQkKBu3bppxowZHm1j1KhRWrdundq1a6fZs2d7LZupNbsRPrcUvmym5roRf7a1rOd2R9ZxSU7refPWEyZnM7mtkc37GDcoXNlye72mT5+u999/XyEhIZo5c6Y6d+6c4/pz587VjBkzZFmWpk+fru7du3s1n6l1y4u/j4l+LzMzUwkJCVq2bJni4+OVmprqet8vV66c+vbtK4fDoXr16vk56W/MG/qHsQrTbDxTUDPPmFw3U7OZmuv36tevr0GDBunDDz/Uu+++K4fDYeRZaCYoLK+pSUyvWZMmTRQdHa1evXqpdOnSfsvxe6bWzdRcZAu8bMOGDdOSJUt06tQp9e/fXx07dtSTTz6pGjVq5Lne5s2bFRcXp6VLlyo1NVVly5bV4MGDvZrN1JpJ0meffSZJ6tq1q2bOnOn6fdb91Pbu3SvLsjR+/PgcT17o0aOHdu3apXnz5mnFihVeHWjv0KGDjh49Kum3moWHh6tr166Kjo7WPffc47XnCoRcktltjWyBk4tsnnM4HNqwYYPi4uIUHBysUaNG5ft2EidOnND06dO1du1aWZal/v37ey2XyTUzmcl1MzWbqblMV6tWLf3888+yLMvtS677em6eqdlMbmtkCywm18zkbLmJj4+XZVkaPnx4roPskjRy5EglJSVp8eLFiomJ8epAe2Gsm4mCgoLUtm1btW3bVhcuXFBcXJw+//xzbdmyRadPn9b8+fM1f/58NW/eXA6HQ927d/f7CQLMaEe+mT4bLy/+OiuHmnn+3FlMq5up2UzNlZNz587pn//8pySpX79+BXZfVk+wH7iPmuVsz5492fKZxNS6mZpLIpunTM62ceNGjRkzRhcuXJBlWVq6dKkaNWqU5zo9e/bUjz/+KNu2FRYWpvfee0+tW7f2ai6Ta5Y1aPzZZ5/pjjvuyPZYTEyMJkyYIMuy9O2336p8+fI5bmP//v3q2bOnypcvr40bN3ot27V1a968uaKjo9W9e3eVLFnSa8/hCVNzSWa3NbK5z9RcEtluxtixY7V69WpZliXLsjRv3rwbZhszZozWrl2rjIwM2batLl266O233/ZaJtNrlhc+t+TM1Gym5soPf8+Wfe211/TZZ5/JsixFRUVpwoQJud6X2LZtNW3aVJZlafPmzdfl9ebtbEzNZnJbI5tvMG5wPdOz5fR6NWvWTGlpaXI6napfv36e29izZ4/69u2rW265RRs2bPBqtiym1S0vps1oz01SUpKWLVum5cuXKykpSdLVK5yEh4erR48ecjgcatasmV+yMY0QbjF1Nt7mzZvztdyWLVtUvHjxGy7XsmXLm43kQs08Y2rdJHOzmZrr98qUKeOze2e5i/3AfdTMM6YOsmcxtW6m5pLI5ilTs7Vu3VpOp1Pvvfee4uPj83UJsttuu00//fST7r//fj333HNuX3I+v0yt2cmTJyVdvcf977Vo0cL171KlSuW6jYoVK0qSzp8/79VsFStWVO/evY27nJypubKY2tYksnnC1FwS2Tw1ffp0TZs2TYsWLVJGRobq1Klzw3VSUlKUnp4uSerTp49eeeUVr+cytWZ8bvGcqdlMzWVyWwsLC9OUKVMUGRmpiRMnKiYmRps3b9brr7+uu+++O891g4ODvTqwXpiymdrWJLJ5wuR91NSaSWZny0mxYsWUlpaWr1twVa5cWZJc93P3JhPrZvI+4I4aNWpozJgxGjNmjLZs2aK4uDitWbNGR48e1eLFi7VkyRIlJib6JRsz2pFvps/Gc/e+PrmxLMtrOyQ184zJdTM1m6m5TMd+4D5q5pn8HtTmlzcPak2tm6m5JLJ5yuRsnjh06JBKly6d62xtbzC5Zq1atdLZs2f16aef6s4778z22KVLlzRs2DAdO3ZMH374oWrXrp3jNrZu3aoBAwaoYsWKSkhI8Fq29PR0I29NY2ouyey2Rjb3mZpLIps3HD16VPHx8Ro4cOANl507d66OHz+uXr16+WSGj8k143OLZ0zNZmouyey2dq2UlBRNnDhRX331lYKDgzVkyBA9+eSTCg0NzbacP2Y2mpTN5LZGNs+Yuo+aXDOTs+X2PjBo0CBt2bIlX1en+89//qNBgwZ5/XOoqXUzdR+4WZmZmdq4caNmzpypH374QZZlaffu3X7JwkA7AoI338D8uUMWJGqGgnLkyBFVq1bN3zFyxH7gPmrmmUA9qAUCgcn9lMlGjBihhIQEdevWTTNmzPBoG6NGjdK6devUrl07zZ4928sJAQBFGZ9bUFAKW1tbvHixpk6dqkuXLql+/fp64403sg1K+fMSwiZnQ+FV2PZR5C3rfWDKlClq0aKF60phixcv1qRJkzRo0CBNnDgxz20MGzZMmzZtKjKfQwNpH7BtW5s2bZLT6VR8fLzOnTvn+n2tWrX0xRdf+CWXmafTw0gmz8abOnWq17blTdTMMybXzdRspuaSpI4dO6pNmzbq37+/OnbsaNRMLvYD91Ezz5l6bqOpdTM1l0Q2T5mazeR+ytSaSZLD4dCGDRsUFxen4OBgjRo1SnXr1s3XuidOnND06dO1du1aWZal/v37ey2XJL3zzjte3Z63bnljai7J7LZGNveZmksim6cmTpyo/v37++2+k7kxuWZ8bvGMqdlMzSWZ3dZy0r9/f7Vq1Urjx4/X9u3b1b9/f40ePVp/+tOfFBQUVOSzmdzWyOYZU/dRk2tmcrYskydPliSVKFFCTZo0UaNGjVSsWDEtXLhQLVq0UPfu3a9b59ChQ3rllVe0ceNGWZal6Ohor2YytW6m7gPu2LVrl5xOp1asWOG6jZ1t2woLC1OXLl3kcDh07733+i0fM9qRb8zGcx8184zJdTM1m6m5pOzZypUrp759+xp7b1KTmPyamsrkmsXExOT5+IQJE2RZll566aXrLo+Xk6ioKG9FM7ZupuaSyOYpU7OZ3E+ZWrMsY8eO1erVq2VZlizL0rx589SqVas81xkzZozWrl2rjIwM2batLl266O233/ZqLm/WTZLXztg3NZdkdlsjm/tMzSWRzVNZ2erVqyeHw6E+ffr49NYl7ubyhqLymUUyu26mZjM1V2GWmZmp2bNna9asWcrIyNCdd96p119/Xd26dfP7rHF/ZjO5rZEtsJhcM5OzvfTSS9q9e7f27t2r1NTUbM8jXR18DQkJ0c6dO7OdoNO1a1f9/PPPrmUiIyM1a9Ysr+WSzK5bYZSUlCSn0ymn06mDBw9K+m0SU9OmTeVwONSzZ0+VKlXKjymvMme6BgoFzstwHzXzjMl1MzWbqbkeeeQRrVy5UqdOndLp06c1f/58zZ8/X82aNVP//v3VrVs3lShRwt8xjWTqa2oyU2t2o4HxCRMmSJJ69+7tly8zTK2bqbkksnnKxGym91Mm1izL9OnTNW3aNC1atEgZGRmqU6fODddJSUlRenq6JKlPnz565ZVXfJLNW3Xz5sC4ZG4uyey2Rjb3mZpLIpsnQkJClJ6erv3792vatGmaPn26OnXqpOjoaD3wwAN+zWZqzUxnct1MzWZqrsIqKChIjz/+uB588EGNHz9eO3bs8OoJ3TfD39lMbmtkCywm18zUbC+99JKkqyfk7N+/X4mJidq1a5d27dqlPXv26OLFi6pcufJ1V8E4e/as62/q0aOHXnvtNZ/kM7VuhcXp06e1cuVKOZ1O7dixQ9JvNS1fvrx69eolh8OhBg0a+DPmdZjRjnwzeTaeqaiZZ0yum6nZTM2VJSMjQ19//bViYmK0bt06paWlSbr6JXF4eLh69Oghh8Nh3KUQ/cn019REhblm/rzXnKl1MzWXRDZPmZzN1H7K5Jpd6+jRo4qPj9fAgQNvuOzcuXN1/Phx9erVy2f1/OWXX3J9zLZtderUSZZlKTY2VmFhYTfc3q233hrQuSSz2xrZAieXRDZPnT59Wk6nU8uWLXPNbso64aZatWrq16+foqOjVa1aNa89Z36YXDOTmVw3U7OZmitQXL58WdOmTdPChQslye8z2q9V0NlMbmtkCywm18zkbHmxbVs//fSTjh8/rtatW2d77Omnn1bp0qXVu3dvtWjRwifPX1jr5m+pqalas2aNnE6nEhISlJGRIenq6xkUFKQ2bdrI4XCoY8eOKlasmJ/T5oyBdniNPwcJcnLgwIFss2rS0tL04osv5rp8dHS07rnnnoKI5kLNPGNa3a5lajaTcp07d06xsbH6/PPPXWemZX1JVL9+fTkcDvXu3dtvl0JkP3AfNbt5ZHOfqbkksnnKlGym91PXMqVmhY2pdTM1l0Q2T5mazdRcEtnyY//+/Vq6dKliY2N1/PhxSVf7qd9/ERkS4v+LWJpSsyx8brl5pmYzLVdhaWu/t2HDBq1YsUKSNGXKFKMGNEzJZlpbuxbZ8q8w7KOm1exaJmczmUl1M2UfGD9+vOLj43Xp0iVJv81er1GjhqKiotSvXz9VrVrV68/rbf4/6ga8bNGiRZo7d65+/fVXbdy40XWZkPT0dMXExOR6mcWtW7fK6XTm62yiQEPNUJDKlCmjAQMGaMCAATp48KBiYmLkdDqVnJysffv26fXXX9f06dPVsWNHORwO3X///QWSi/3AfdQMQCAytZ8yzcSJE9W/f3+uRgMABax+/fp69tln9cwzzyghIUHLli1TfHy8UlNTtWHDBm3YsEHlypVT37595XA4VK9ePX9H9js+t6CgmNbW3D1ee+CBBwrsdhQmZ0PgMm0fhfv4HHpzTNsHnE6n699hYWHq1KmTHA6HWrVq5dXn8bWgGy8CFA4ZGRn685//rJdfflnJyck6e/astm7dmuOylStXdv1UrFhRtm3r0KFDmj9/fsGG9jNqBn+rXbu2xo0bp6+++krz589Xnz59FBYWprS0NK1atUojRoxQZGSk3n33XR05csQnGdgP3EfNABQVJvRTpvrXv/6lhx56SD179tT8+fN1+vRpf0cCgCIlKChIbdu21fTp07Vhwwa98soruvvuuyVdvdT8/Pnz1bNnTz388MNasmSJa6ZQUcLnFhQUU9uaycdrJmdD4DF1H4X7eO/wjMn7QJMmTTR58mR98803evPNNwvdILvEQDsCyBtvvKF169bJtm01a9ZM7777rpo3b57jsuvXr3f9bNiwQffff79s29aCBQtc94AoCqgZTNKqVStNmzZN3377rV5//XXdd999CgoKUnJyst555x116tRJjz32mNefl/3AfdQMQFHkr37KVCEhIbJtW/v379e0adP04IMPaty4cdqwYYO/owFAkVOqVCn1799fCxYs0OrVqzV69Gjddtttsm1b27Zt08SJE3X//fdr0qRJrtuiFAV8bkFBMbWtmXy8ZnI2BB5T91G4j/cOz5i6DyxbtkxLlizRgAEDVLp0aa9uuyAx0I6AkJycrIULF8qyLA0cOFCffvqpW/ckmzRpkoKDg3XixAmtXbvWx2nNQM1gqvDwcPXt21fz5893zcxo1KiRMjIyvH7QxH7gPmoGoKgryH7KZN98843++te/qnHjxrJtW1euXNGqVav02GOPKTIyUu+8806Rm+UPACaoUaOGxowZoy+//FKffPKJBg0apCpVqujixYtavHixHn74YX9HLBB8bkFBMbmtmXy8ZnI2BBaT91G4j/cO95m8D0RERHh1e/7CQDsCgtPp1JUrV1S3bl298MILbq9fu3ZttW/fXpK0ceNGL6czEzWD6ZKTk/X5558rJiZGe/bs8clzsB+4j5oBwFUF0U+ZrHz58ho8eLCWLl2q2NhYPfroo6pUqZJs21ZycrLeffdd1yz/L774Qunp6f6ODABFzt13362//vWv+tvf/qamTZtKkmzb9nOqgsHnFhQUk9uaycdrJmdDYDF5H4X7eO9wn8n7wObNm7364y/5O2UBMNyGDRtkWZYGDBigoCDPzh/p3Lmz4uPjtW3bNi+nMxM1g4nOnDmjuLg4OZ1OV7uybVuWZally5ZyOBxefT72A/dRMwBFWUH3U4VF/fr19eyzz+qZZ55RQkKCli1bpvj4eKWmpmrDhg3asGGDypUrp759+8rhcKhevXr+jgwAAc22bW3atElOp1Px8fE6d+6c67GaNWv6MVnB4XMLCkphaWsmH6+ZnA2FX2HZR+E+3jvyx+R94JFHHpFlWV7ZlmVZSkxM9Mq23MVAOwJCUlKSJOm+++7zeBt33HGHJOn48eNeyWQ6agZTXL58WfHx8Vq+fLk2bNigjIwM1yyLKlWquA6GatSo4fXnZj9wHzXzTH7PqtyyZYuKFy9+w+Vatmx5s5EA5JM/+6nCJigoSG3btlXbtm114cIFxcXF6fPPP9eWLVt0+vRpzZ8/X/Pnz1fz5s3lcDjUvXt3hYeH+zs2AASMXbt2yel0asWKFTp58qSkq4PuYWFh6tKlixwOh+69914/pywYfG5BQSlsbc3k4zWTs6HwKmz7KNzHe0feTN8HAuFqSwy0IyCkpKRIkipVqpTrMiEhIWrVqlWuZ8hUrFhR0tWZSkUBNYM/2batb7/9Vk6nU19++aUuXrzo+n1ISIgiIyMVHR2ttm3benymXX6wH7iPmnnmRmdoZj322GOP3XBb/jxDEygqTOmnCrNSpUqpf//+6t+/v5KSkrRs2TItX75cSUlJ2rZtm7Zv366//e1v6tGjhxwOh5o1a+bvyABQKCUlJcnpdMrpdOrgwYOSfvvCsmnTpnI4HOrZs6dKlSrlx5QFj88tKCiFua2ZfLxmcjYULoV5H4X7eO+4nsn7wNSpU/N8fMKECbIsSy+99JJCQ0O9+tzexEA78s3k2XhZX3CmpqaqbNmyOS4TGhqq+fPn57qN8+fPu5bzFmrmGZPrZmo2U3P93vfffy+n06mVK1fq1KlTkn77Euj2229XdHS0evfurQoVKvjk+X+P/cB91Mxzpp6haWrdTM0lkc1TJmfLYlo/VRhqlh81atTQmDFjNGbMGG3ZskVxcXFas2aNjh49qsWLF2vJkiVePYHonXfeyddys2fPVrFixW643BNPPHGzkSSZm0syu62RzX2m5pLI5i2nT5/WypUr5XQ6tWPHDkm/9Vfly5dXr1695HA41KBBA59lkMyuGZ9bPGNqNlNzSWa3NXcU9PGaqdlMbmtk84yp+6jJNTM5mzsK+n3N1LqZug9IUlRUVJ6PT5gwQZLUu3dvo69CYNmmfusL40RERBh7v4TIyEgdOXJECxcu1F133eXRNjZu3Khhw4apTp06iouL80ouauYZk+tmajZTc0nSoUOHtHz5cjmdTh06dEjSb18ClSxZUj169FB0dLRfziBkP3AfNfNMTEyM17Yl3fhA1B2m1s3UXBLZPGVqNpP7KVNrdrMyMzO1ceNGzZw5Uz/88IMsy9Lu3bu9tn1v1k2S17KZmksyu62RzX2m5pLIdjNSU1O1Zs0aOZ1OJSQkKCMjQ9LVPisoKEht2rSRw+FQx44d83WyjjeYXDM+t3jG1Gym5pLMbms3w9fHazfDl9lMbmtk84yp+6jJNTM5280oTJ9Di8p3uTeSVdOtW7caPdDOjHa4xdTzMho0aKAjR44oISHB4zeL+Ph4SVLjxo29GY2aecjUuknmZjM1V5cuXVwHGVkZ77nnHjkcDnXt2lVhYWF+y8Z+4D5q5hlvDoz7gql1MzWXRDZPmZjN5H7q2kyFnW3b2rRpk5xOp+Lj43Xu3DnXYzVr1vTJ83mDNwfGJXNzSWa3NbK5z9RcEtk8MX78eMXHx+vSpUuSfstZo0YNRUVFqV+/fqpatapfsplaMz63eM7UbKbmMr2tuaOgj9fcUZDZTG1rEtk8YfI+amrNJLOzuaOwfg71JpP3gUDBQDvy7Ub3S/CnNm3aaN26dVq0aJFGjBjh9heiZ8+eVWxsrCzLUrt27byWi5p5xuS6mZrN1FxZbNtWpUqVFBUVpejoaNWqVcvfkSSxH3iCmgUeU+tmai6JbJ4yOZup/ZTJNcuvXbt2yel0asWKFTp58qSkq/UOCwtTly5d5HA4dO+993r1ObO+BDCNqbkks9sa2dxnai6JbJ5yOp2uf4eFhalTp05yOBxq1aqVH1OZXTM+t3jG1Gym5pLMbmv55Y/jNVOzmdzWyOYZU/dRk2tmcrb88sf7mql1M3UfCCRcOh4BISUlRR06dFBaWpqioqL02muvubX+2LFjtXr1apUrV05ff/21X++JVFCoGQrKE088IYfDoQcffNB1TxhTsB+4j5oBCDQm91OFVVJSkpxOp5xOpw4ePCjptzP7mzZtKofDoZ49e6pUqVJ+TAkAhUdERISaNGmi6Oho9erVS6VLl/Z3JOPxuQUFpbC2NZOP10zOhsKnsO6jcB/vHTkrzPsAl44HClCFChU0ZMgQzZ07VzExMbp8+bImT56ssmXL5rne+fPnNXHiRK1evVqWZWn06NFFprOkZigo77zzjr8j5Ir9wH3UzHsOHDigOnXquP6flpamF198Mdflo6Ojdc899xRENKBIMbmfKkxOnz6tlStXyul0aseOHZJ++1KjfPny6tWrlxwOhxo0aODPmABQKC1btkwRERH+jlGo8LkFBaUwtTWTj9dMzobCrTDto3Af7x03xj7ge8xoR8BIS0vT4MGDtX37dlmWpZIlS6pr165q3769GjZsqEqVKkmSTpw4ocOHD2vNmjWKi4vT6dOnZdu2HnzwQc2ZM8cn9zs0FTUD2A88Qc1uzqJFizR37lz9+uuv2rhxo2sG7cWLF9WiRYtc61KzZk05nU4OagEYIzU1VWvWrJHT6VRCQoIyMjIkXf1iIygoSG3atJHD4VDHjh1VrFgxP6cFABQ1fG5BQTG5rZl8vGZyNgQWk/dRuI/3DvcV1n2gsMxoZ6AdN8W02XgXLlzQU089pa+//lqSbrjjZzX/yMhIzZgxw+37U3iCmnnGtLpdy9RspuQaPHiw17ZlWZY++ugjr20vC/uB+6iZ+zIyMjR69GitX7/eVY8FCxa4nu/agfbKlStnW+/kyZOyLEvjxo3TyJEjfZLvWibVrTDkksjmKROyFYZ+6lom1EySxo8fr/j4eF26dEnSb+/zNWrUUFRUlPr166eqVat6/Xk9kZSUpC1btqhv376u36WmpqpHjx65rvPYY4/poYceKpK5spjS1nJCtsDJJZEtPzZv3uzV7bVs2dKr27uWKTXLwueWm2dqNtNymdjWTD5eMznb75nW1q5FtvwzcR/9PdNqdi1TshWm9w7JnLpJhWMf+D0G2hHQTJ+NFxsbqzlz5mjfvn15LlezZk09/vjj2b7c8hVq5hmT62ZqNtNyZXWIN8u2bVmWpd27d3shVc7YD9xHzfJv6tSprgG4Zs2aaeTIkWrXrp1CQkKuy/b7dj58+HAlJCSocuXKWrt2rYKDg72eTzKzbibnIltgZCss/ZRJNZOU7RLGYWFh6tSpkxwOh1q1auXV57kZp06d0t/+9jfFxcWpWLFi2rhxo0qWLCkpe91y+khcqlQprVy5MtuJT4GeK4tpbY1sgZmLbO7xVl8lXf1SNTEx0SvbupZpNfs9PrcETjZTc2Uxqa2ZfLxmcrYsJrc1snnOpH00i8k1My1bYXjvkMyr27VM3AdyU1gG2rlHO9yS02y8rVu35niWTU6z8Q4dOqT58+f7fDZez5491bNnTyUmJiohIUH79u1TSkqKbNtW2bJlVbduXbVu3TrPNzVvoWaeMblupmYzNVf16tXzfDw5OVmWZalatWpefV5PsB+4j5rlT3JyshYuXCjLsjRgwABNmjTJrfUnTZqkHj166MSJE1q7dq06derk1Xym1s3UXGQLrGym91Mm1ixLkyZNFB0drV69eql06dJe3/7NOHnypAYMGKCkpCTZtq3MzEzt3btXLVq0uG7ZXr16uf6dnp6uVatW6ddff9V7772X52yDQMolmd3WyBY4ucjmOVPnyZhcs2vxuaXwZzM11++Z1tZMPl4zNZvJbY1sN8+kfdTkmpmczdT3DsnsumUxaR/I71WbtmzZouLFi99wOV9etSlPNuCG1157zW7YsKHdsGFD+49//KO9Zs0a+8qVK67Hf/31V7thw4Z2RETEdes++uijdsOGDe22bdva6enpBRnbr6iZZ0yum6nZTM11I1mZLl68WKDPWxgU1tfUn0yt2ezZs+2GDRva3bt3tzMyMnJcJq9stm3bjz/+uB0REWFPmTLFq9ls29y6mZqLbIGZLTf+7qdMrdnu3bu9uj1ve+yxx+yGDRvajRs3tt944w07JSUl2+N51S2r5s2bN7fPnTtXJHJdu33T2hrZAisX2TyzdOnSPH+yMi1atOiGyy5dutSr2UytmelMrpup2UzNZTKTj9dMzmZyWyNbYDG5ZqZmM/m9w7bNrZupsmrhjZ9GjRr57e9goB359ssvv9hNmzbN80v+vN4oDhw4YDdu3NiOiIiwv/zyS1/HNQI184zJdTM1m6m58sPfAximKsyvqb+YXLNBgwbZERER9oIFC3Jd5kYD7TExMXbDhg3tqKgor2YztW6m5iJbYGbLiz/7qcJaM3/bsWOHqybLli3LcZm86nb27Fm7RYsWdkREhL148eKAz2XbZrc1sgVOLrL5jr/6qsJcM38yuW6mZjM1FwKPyW2NbIHF5JqZnM1k1M19WScleOMnt+9TCwKXjke+OZ1OXblyRfXq1dMLL7zg9vq1a9dW+/bt9dVXX2njxo1evextfi8xkV/eusQENfOMyXUzNZupuUzHfuA+auaZpKQkSdJ9993n8TbuuOMOSdLx48e9kimLqXUzNRfZAjObqUyumcn9QVxcnCSpTZs26tOnj9vrlylTRj169NBnn32mf//733I4HAGdSzK7rZEtcHKRLfCYXDOT+ymT62ZqNlNzSWa3NbK5z+S2RjbP0NYCK5upr6dkbt1MrtnUqVO9ti1/YqAd+bZhwwbXvWWDgoI82kbnzp0VHx+vbdu2eTXbI4884rX7RViWpcTERK9si5p5xuS6mZrN1FymYz9wHzXzTEpKiiSpUqVKuS4TEhKiVq1a5VrfihUrSpLOnDnj1Wym1s3UXGQLzGymMrlmJvcH//73v2VZlqKjoz3eRmRkpD777DPt2rUr4HNJZrc1sgVOLrIFHpNrZnI/ZXLdTM1mai7J7LZGNveZ3NbI5hnaWmBlM/X1lMytm8k1i4qK8tq2/ImBduSbybPxJMm2ba9v82ZRM8+YXDdTs5maqzBgP3AfNXNf1gF2amqqypYtm+MyoaGhmj9/fq7bOH/+vGs5bzK1bqbmksjmKZOzmcr0mpnaHxw7dkzSb3+7J+rVqydJOnXqlFcySebmksxua2Rzn6m5JLIFGtNrZmo/ZXLdTM1maq4sprY1iWzuMrmtkc1ztDX3mJxNMvP1lMyum6k1CxQMtCPfTJ6NZ+olJqiZZ0yum6nZTM1lOvYD91Ezz1SoUEFHjhxRcnKyqlSp4tE2Dh8+LEker58bU+tmai6yBWY2U5lcsxv1BxMmTJBlWXrppZe8foLQjZw9e1aScj2xSbp60tJf/vKXXB8vU6aMJOnXX38N+FyS2W2NbIGTi2yBx+Sa8bklsLKZmksyu62ZfLxmajaT2xrZPGPqPmpyzUzOZup7h2Ru3UzdBwIJA+3IN5Nn45l6iQlq5hmT62ZqNlNzmY79wH3UzDMNGjTQkSNHlJCQoLvuusujbcTHx0uSGjdu7M1oxtbN1FxkC8xspjK5ZjfqDyZMmCBJ6t27t8LDw7363DcSGhqqS5cu6dy5c66B6d8LCQnRqFGjct3GyZMnJUklSpQI+FyS2W2NbIGTi2yBx+Sa8bklsLKZmksyu62ZfLxmajaT2xrZPGPqPmpyzUzOZup7h2Ru3UzdB3Jz4MAB1alTx/X/tLQ0vfjii7kuHx0drXvuuacgouXKsxsFoEiqUKGCJCk5OdnjbfhqNp6pqJlnTK6bqdlMzQXP8Zq6z+SatWnTRrZta9GiRUpNTXV7/bNnzyo2NlaWZaldu3ZezWZq3UzNJZHNUyZnMxU180zVqlUlXf2A7qkff/xRknTbbbd5JZNkbi7J7LZGNveZmksiW6ChZp4xuW6mZjM1FwKPyW2NbIHF5JqZnM1k1O3mLFq0SJGRkXrooYeUmZnp+n16erpiYmK0bNmyHH9eeOEFpaWl+TE5A+1wQ4MGDSRJCQkJHm/DV7PxTEXNPGNy3UzNZmoueI7X1H0m16xnz54qXry4Tp06pSlTpri9/qRJk3TmzBmVLVtWXbt29Wo2U+tmai6JbJ4yOZupqJlnGjVqJEn66quvPN7GypUrZVmWmjVr5q1YxuaSzG5rZHOfqbkksgUaauYZk+tmajZTcyHwmNzWyBZYTK6ZydlMRt08k5GRoT//+c96+eWXlZycrLNnz2rr1q05Llu5cmXXT8WKFWXbtg4dOpTnVQIKAgPtyDeTZ+OZipp5xuS6mZrN1FzuyO3eNEVVILymBc3kmlWoUEFDhgyRbduKiYnR008/7bpXb17Onz+vv/zlL1q9erUsy9Lo0aO9ftktU+tmai6yBWa2/PBHP1XYa+YvHTp0kG3bWrp0qY4ePer2+vv27XMNhnfq1Cngc0lmtzWyBU4usgUeauYZk+tmajZTcyHwmNzWyBZYTK6ZydlMRt0888Ybb2jdunWybVvNmjXTu+++q+bNm+e47Pr1610/GzZs0P333y/btrVgwQJlZGQUbPBrWLZt2357dhQqKSkp6tChg9LS0hQVFaXXXnvNrfXHjh2r1atXq1y5cvr666+LxD3LqJlnTK6bqdlMzSVJgwcPzvPx7777TpZl6e6773bdyyY3lmXpo48+8lo2k5n8mprK9JqlpaVp8ODB2r59uyzLUsmSJdW1a1e1b99eDRs2VKVKlSRJJ06c0OHDh7VmzRrFxcXp9OnTsm1bDz74oObMmeP1wT5T62ZqLrIFXjaT+ylTa5YfERERsixLW7duLfB746WlpSkyMlKnTp1SkyZNNH/+fJUqVSpf6/766696+OGH9d///lf16tXTihUrAj6XZHZbI1vg5CKb5zZv3pzn44888ogsy9L777+v4sWL33B7LVu29Eouk2tmMpPrZmo2U3MVdv48XrsRf2Uzua2RLbCYXDOTs92IP9/XCnPd/CU5OVl/+MMflJ6ergEDBmjSpEnXLXPx4kW1aNFClmVp9+7d2R47ePCgevTooczMTP2///f/vH5Cen4xox35ZvJsPFNRM8+YXDdTs5maS7o6QLF58+Zcf7IGDbds2ZLnct99952+++47r2YzmcmvqalMr1loaKj+8Y9/6MEHH5Rt27pw4YKWLFmiMWPGqEuXLrrrrrt01113qUuXLnr00Ue1cOFCpaSkyLZtRUZG6u233/bJjFpT62ZqLrIFXjaT+ylTa2a60NBQPfPMM7JtW7t27ZLD4dDGjRtvuN7WrVvVt29f/fe//5VlWZowYUKRyCWZ3dbIFji5yOa5Rx55RIMHD871J6uveuyxx/JcbvDgwRoyZIjXcplcM5OZXDdTs5maC4HH5LZGtsBics1MzmYy6uY+p9OpK1euqG7dunrhhRfcXr927dpq3769JOXrs7WvMKMdbjF1Np7JqJlnTK6bqdlMzRUZGenV7d3MfU0LG1NfU5MVlprFxsZqzpw52rdvX57L1axZU48//rj69u3r0zym1s3UXGQLrGym91Mm1iw/TJgh9corr+iTTz5x/e01atRw1e2WW26RJJ08eVJJSUmKj4/X/v37lfXxePTo0RozZkyRymVyWyNb4OQim2ciIiK8tq2cZgPdDFNrZjqT62ZqNlNzFWYmHK/lxt9XRzK1rZEtsJhcM5Oz5cXf72uFtW7+8sgjj+g///mPJk6cqIEDB+a4TF4z2iVp2bJlev7559W4cWMtXbrU15FzxEA73HbhwgU99dRT+vrrryXd+H6VWU0sMjJSM2bMUFhYmM8zmoaaecbkupmazdRc8ByvqfsKU80SExOVkJCgffv2uWavly1bVnXr1lXr1q1dB5IFwdS6mZqLbIGZzVSFsWb+/oIjy/vvv6933nlHly9fzlfdihUrpqefflpDhw4tkrlMbmtkC5xcZHNfTEyMV7cXFRXl1e2ZWLPCwOS6mZrN1FyFlSnHaznxdzaT2xrZAovJNTM5W278/d4hFc66+Uv79u117NgxOZ1O1a9fP8dlbjTQ/uOPP6pHjx665ZZbtGHDBl9HzhED7fCYabPxCgNq5hmT62ZqNlNzwXO8pu6jZp4xtW6m5pLI5imTs5mqMNXMhC84shw+fFgffPCBVq5cmeul+8LDw9WtWzf96U9/Uq1atYp0Lsnstka2wMklkS3QUDPPmFw3U7OZmquwMel47fdMyWZyWyNbYDG5ZiZn+z1T3jukwlU3f7nzzjt15coVbdq0SWXLls1xmbS0NI0cOVKWZenDDz+87vEzZ86oVatWCgkJ0Q8//ODryDlioB03zaTZeIUFNfOMyXUzNZupueA5XlP3UTPPmFo3U3ORLTCzmcqEmm3evDnPxx955BFZlqX3339fxYsXv+H2WrZs6a1oucrMzNQPP/yg//73v9nqVq9ePTVr1sxv98EzNZdkRlsjW+DnIlvgoWaeMblupmYzNZcpTD5eMzlbTkxua2QLLCbXzIRshe29QzKjbqZq3ry5Ll++rHXr1qlKlSoebSMpKUmdO3dWiRIltHXrVi8nzB8G2gEARkhOTs71sUqVKqlYsWIFmAbwrht9EHBXQXwQAJAd/VR2WTMFvMGyLCUmJnplWwAAALjK5OM1k7MBMBfvHYElMjJSR44c0cKFC3XXXXd5tI2NGzdq2LBhqlOnjuLi4rycMH9C/PKsAIAi6fLly3I6ndq5c6emTJni+v3FixcVGRmZ64HSww8/rMmTJxdUTMDrss6o9QY+CAC+Qz/lHs7ZBgD/OXDggOrUqeP6f1paml588cVcl4+OjtY999xTENEAGMTk4zWTswEwF+8dgaNBgwY6cuSIEhISPB5oj4+PlyQ1btzYm9HcwkA78o3ZeO6jZp4xuW6mZjM117U2b96sCRMm6JdffpEkPfHEE6pcuXK2ZXI7UPr000/Vr18/NW3a1Ou5TFUYXlPTmF4zUz8ImFo3U3NJZPOUydkkM/spk2s2depUr20L/mdyWyOb+0zNJZHNGxYtWqS5c+fq119/1caNGxUUFCRJSk9PV0xMTK4nhW3dulVOp9Ort6MoLDUzjcl1MzWbqblMZ/LxmqnZTG5rZAssJtfM5GymvndIZtfNVG3atNG6deu0aNEijRgxQmFhYW6tf/bsWcXGxsqyLLVr185HKW+MS8cj37gsh/uomWdMrpup2UzNlWX79u0aOnSoLl++LNu21ahRI02bNk0NGjSQdHWmYNb9aK6dQZienq4333xTFy9eVLt27TR79myv5jKZ6a+piUyuWUxMjNe2JUlRUVFe25apdTM1l0Q2T5mczdR+yuSameydd97x6vaeeOIJr2zH1FyS2W2NbO4zNZdEtpuRkZGh0aNHa/369a4TvxYsWOCapX5tX3XtiWIZGRk6efKkLMvSuHHjNHLkSK9lMr1mpjK5bqZmMzUXAo/JbY1sgcXkmpmczWTUzX0pKSnq0KGD0tLSFBUVpddee82t9ceOHavVq1erXLly+vrrr716Qqk7mNEOt3BehvuomWdMrpup2UzONXHiRKWmpqpixYp67bXX8jzDrH///tn+HxQUpBdffFFff/21kpKSVKNGDV9HNoapr6nJTK2ZNwfGfcHUupmaSyKbp0zMZno/ZWLNTPfOO+947QsOybsD7SbmymJyWyOb+0zNJZHNU2+88YbWrVsnSWrWrJlGjhyp5s2b57js+vXrs/1/+PDhSkhI0IIFCzR8+HAFBwd7LZfJNTOZyXUzNZupuRB4TG5rZAssJtfM5Gwmo27uqVChgoYMGaK5c+cqJiZGly9f1uTJk1W2bNk81zt//rwmTpyo1atXy7IsjR492m+D7BID7XCDyZflMBU184zJdTM1m6m5pKv3Sdm/f79CQkL0wQcfKCIiwq31HQ6H5syZoyNHjujLL7/Uo48+6qOkZjH5NTUVNfOMqXUzNZdENk+Zms3kfsrUmhUG3vqCw5sD45K5uUxua2Rzn6m5JLJ5Kjk5WQsXLpRlWRowYIAmTZrk1vqTJk1Sjx49dOLECa1du1adOnXySi6Ta2Yyk+tmajZTcyHwmNzWyBZYTK6ZydlMRt0888QTT+i7777T9u3btXLlSq1fv15du3ZV+/bt1bBhQ1WqVEmSdOLECR0+fFhr1qxRXFycTp8+LUlq27atBg0a5M8/gUvHAwB8669//auWLl2q/v3765VXXslxmWsvc7h79+7rHp85c6bmzJmj9u3bF6nLxwMAfI9+ynsOHDigOnXquP6flpamF198Mdflo6OjXZc89qZffvnFq9u79dZbvbIdU3MBMN+cOXM0c+ZM1atXT06n03Vf9mvdqK8aPXq0vvrqK48G6gEEDlOO13JicjYA5uK9o/C7cOGCnnrqKX399deSbnxiedawdmRkpGbMmOH2vd29jRntAACf2r59uyzLUrdu3TzeRtu2bTVnzhz9+OOPXkwGAAD9lDcsWrRIc+fO1a+//qqNGze6BoDS09MVExOT64fkrVu3yul0ev0Sb6YOQJuaC4D5NmzY4JrNntMge3507txZ8fHx2rZtm5fTASgMTDteKyzZAJiL947AUapUKc2dO1exsbGaM2eO9u3bl+fyNWvW1OOPP66+ffsWTMAbYKAdAOBTp06dkiTVrVvX423cdttt2bYFAIC30E95LiMjQ6NHj9b69etdZ5Rv3bo1x9kBlStXzrbeyZMndejQIc2fP18jR44ssMwAUBglJSVJku677z6Pt3HHHXdIko4fP+6VTAAKB5OP10zOBsBcvHcErp49e6pnz55KTExUQkKC9u3bp5SUFNm2rbJly6pu3bpq3bq16ypOpmCgHQDgU7/++qskKTw8PNdlwsPD9cknn+T6eNYZhleuXPFuOABAkUc/5bk33nhD69atkyQ1a9ZMI0eOVPPmzXNcdv369dn+P3z4cCUkJGjBggUaPny4goODfZwWAAqvlJQUSXLdozInISEhatWqVa5fOlasWFGSdObMGa/nA2Auk4/XTM4GwFy8dwS+xo0bq3Hjxv6OkW+eXW8KAIB8KlmypCTp9OnTuS5jWZbuvvtu3X333Tk+fuzYMUlSmTJlvB8QAFCk0U95Jjk5WQsXLpRlWRo4cKA+/fRTdezYUSEh+TuXe9KkSQoODtaJEye0du1aH6cFgMIt61KoqampuS4TGhqq+fPn68MPP8zx8fPnz7uWA1A0mHy8ZnI2AObivQMmYkY7AMCnbrvtNiUmJur7779X7dq1PdrGzp07JUl16tTxYjIAAOinPOV0OnXlyhXVq1dPL7zwgtvr165dW+3bt9dXX32ljRs3qlOnTj5I6bnnn39eycnJsixLJUqUUO3atdW3b181bNiQXAAKXIUKFXTkyBElJyerSpUqHm3j8OHDkuTx+gAKH5OP10zOBsBcvHcEls2bN3t1ey1btvTq9vKLgXYAgE81a9ZMu3btUlxcnHr16uXRNmJjY2VZVo732gEA4GbQT3lmw4YNsixLAwYMcM20dFfnzp0VHx+vbdu2eTndzduxY4cOHjwoSWrXrp2++OILLViwQNOnT1eXLl3IBaBANWjQQEeOHFFCQoLuuusuj7YRHx8vSYXqMpwAbo7Jx2smZwNgLt47AssjjzzitXutW5alxMREr2zLXVw6HgDgU1lf+q5du1b/+c9/3F5/zZo1rrPbunfv7tVsAADQT3kmKSlJknTfffd5vI077rhDknT8+HGvZPIm27Zl27Ykafbs2YqPj9eAAQP0r3/9i1wAClybNm1k27YWLVqU5+Xjc3P27FnXSWHt2rXzQUIAJjL5eM3kbADMxXtH4Mn6jOuNH39hRjsAwKdatWqliIgI7dmzR2PHjtW8efMUERGRr3UTExP1wgsvyLIsPfDAA2rQoIGP0wIAihr6Kc+kpKRIkipVqpTrMiEhIWrVqlWuZ6hXrFhRknTmzBmv57tZq1atyvZ/y7L07LPPejxrwltMzQXAt3r27Knp06fr1KlTmjJlil577TW31p80aZLOnDmjcuXKqWvXrj5KCcA0Jh+vmZwNgLl47wgsU6dO9XcEr2CgHQDgcy+//LIGDhyo06dP66GHHtLQoUP18MMP53p/wFOnTmnx4sWaNWuW0tLSVKJECY/uuwMAQH7QT7kva2A3NTVVZcuWzXGZ0NBQzZ8/P9dtnD9/3rVcYRAcHOzvCDkyNRcA76lQoYKGDBmiuXPnKiYmRpcvX9bkyZNzff/Ncv78eU2cOFGrV6+WZVkaPXp0oXnPBXDzTD5eMzkbAHPx3hFYoqKi/B3BKxhoBwD4XLNmzfT666/r+eefV2pqqubMmaM5c+aoYcOGatiwoW655RZJ0smTJ5WUlKQdO3YoMzNTtm0rNDRUM2fOVO3atf37RwAAAhb9lPsqVKigI0eOKDk5OdcTEm7k8OHDkuTx+gBQlDzxxBP67rvvtH37dq1cuVLr169X165d1b59ezVs2NA1s+vEiRM6fPiw1qxZo7i4OJ0+fVqS1LZtWw0aNMiffwKAAmby8ZrJ2QCYi/cOmIiBdgBAgejZs6eqVaumyZMn68cff5Qk7d27V3v37r1u2ax7qtSuXVtTp07VXXfdVaBZAQBFD/2Uexo0aKAjR44oISHB478/Pj5ektS4cWNvRnPbmTNndPjwYYWFhal27doKCfHvx+Tz58/rhx9+UEpKisLDw1W7dm3VrVvXr5kA+F9oaKj+8Y9/6KmnntLXX3+tCxcuaMmSJVqyZEmu62T1V5GRkZoxY0aul1AFEJhMPl4zORsAc/HeARNxIzcAQIG5++67tXz5cr311lvq0KGDwsLCZNt2tp+QkBC1bt1ar7/+umJjY4vk4AUAwD/op/KvTZs2sm1bixYtUmpqqtvrnz17VrGxsbIsS+3atfNBwqsuX76s3bt3a+/evcrIyMj22M6dOzVw4EC1bt1a/fv3V69evdSqVSv97W9/07lz57ye5ZNPPtEnn3xyXY4sv/zyi/7yl7+oVatWevTRR/XMM89o9OjR6tGjhzp16qT/+7//83omAIVLqVKlNHfuXL355pu6/fbbr+ujfv9Ts2ZNvf7665o1a5bCwsL8HR9AATP5eM3kbADMxXsHTGTZWae3AgBQwGzb1uHDh5WSkqLMzEyVLVtWNWvW9PtMMgAAJPqpvKSkpKhDhw5KS0tTVFSUXnvtNbfWHzt2rFavXq1y5crp66+/9sn98ebMmaMPPvjAdQ++atWq6eWXX1bbtm21fft2DRs2TKmpqfr9R2LLslSrVi3NmzdP1atX91qeiIgIBQUFacuWLQoPD8/22I4dOzRy5EidO3fuujzX5rrvvvs0a9YslShRwmu5ABReiYmJSkhI0L59+5SSkiLbtlW2bFnVrVtXrVu3VosWLZjFDhRhJh+vmZwNgLl474CJGGgHAAAAALhtxowZmjt3rizLUvfu3TV58mSVLVs2z3XOnz+viRMn6osvvpBlWfrrX/+qRx55xOvZXnzxRX322WfXDVqHhobq448/1ssvv6zExEQVL15cvXv3VpMmTZSamqpvvvlGCQkJsixLjRo10uLFixUcHOyVTBEREbIsS1u3bs020H7mzBl1795dKSkpkqT27durY8eOql69uq5cuaL9+/drxYoV2r17tyzLUps2bfTBBx94JRMAAAhsJh+vmZwNgLl474BpGGgHAAAAALgtLS1NgwcP1vbt22VZlkqWLKmuXbuqffv2atiwoSpVqiRJOnHihA4fPqw1a9YoLi5Op0+flm3bevDBBzVnzhyvz7bctGmThg4dKsuy1KFDB/Xu3VvS1Uu3b968WdWrV1dycrLKlSunjz/+WLfffnu29VesWKFnn31WmZmZevXVVxUdHe2VXLkNtE+fPl3vv/++QkJCNHPmTHXu3DnH9efOneu6x/L06dPVvXt3r+QCAACBy9TjNdOzATAX7x0wDQPtAAAAAACPXLhwQU899ZS+/vprSbrhlxVZHz8jIyM1Y8YMn9wz+KmnntLKlSvVrVs3zZw50/X79PR0RUdHa+/evbIsK89B9DfeeEPz5s1TmzZtNG/ePK/kym2gvXv37jpw4IBGjhypcePG5bmNSZMmafHixWrbtq3ef/99r+QCYL7Nmzd7dXstW7b06vYAmM3E47XCkA2AuXjvgEkYaAcA+NTgwYO9ti3LsvTRRx95bXsAANBPeUdsbKzmzJmjffv25blczZo19fjjj6tv374+y9KhQwcdPXpUn332me64445sj8XExGjChAmyLEvffvutypcvn+M29u/fr549e6p8+fLauHGjV3LlNtDerFkzpaWlyel0qn79+nluY8+ePerbt69uueUWbdiwwSu5AJgv6/3DGyzLUmJiole2BaBwMel47fdMzgbAXLx3wAQh/g4AAAhs3333nVe+FLJtm0v6AAC8jn7KO3r27KmePXsqMTFRCQkJ2rdvn1JSUmTbtsqWLau6deuqdevWatGihc/rdPLkSUnSrbfeet1jLVq0cP27VKlSuW6jYsWKkq7ey8/XihUrprS0NNclDvNSuXJlSdLZs2d9HQuAYZgnA+BmmXS8VpiyATAX7x0wAQPtAACfql69ur8jAACQK/op72rcuLEaN27s1wwlS5bU2bNndfjwYVWoUCHbY5UrV1bz5s117Ngx/fLLL6pdu3aO2zhw4IAkqWzZsr6Oq4iICG3ZskXJyck3fL6ffvpJklSmTBmf5wJgjqlTp/o7AoAAYsLxWm5MzgbAXLx3wJ8YaAcA+NRXX33l7wgAAOSKfirwNG3aVAkJCZo/f75mzJiR7bHw8HAtWrTohtt4//33ZVnWdZee94bY2Fi1aNFC9erVkyT16dNH//nPf7RkyRJNnDgxz3Xfffddn+UCYK6oqCh/RwAAAACQAwbaAQAAAABu2bx5s1e317JlS69ty+FwaMOGDYqLi1NwcLBGjRqlunXr5mvdEydOaPr06Vq7dq0sy1L//v29livL5MmTJUklSpRQkyZN1KhRIxUrVkwLFy5UixYt1L179+vWOXTokF555RVt3LhRlmUpOjra67kAAEBgMfl4zeRsAMzFewdMZNnc5AkAAAAA4IaIiAiv3ePOsiwlJiZ6ZVtZxo4dq9WrV8uyLFmWpXnz5qlVq1Z5rjNmzBitXbtWGRkZsm1bXbp00dtvv+21TC+99JJ2796tvXv3KjU11fX7rDratq2QkBDt3LlTQUFBrse7du2qn3/+2bVMZGSkZs2a5bVcAAAgMJl8vGZyNgDm4r0DJmJGOwAAAADAbSafsz19+nRNmzZNixYtUkZGhurUqXPDdVJSUpSeni7p6uXcX3nlFa9meumllyRJmZmZ2r9/vxITE7Vr1y7t2rVLe/bs0cWLF1W5cuVsg+ySdPbsWVete/Tooddee82ruQAAQOAy+XjN5GwAzMV7B0zDQDsAAAAAwC1Tp071d4Q8FStWTBMnTtSIESMUHx+vKlWq3HCddu3aqVGjRurVq5eaNWvms2xBQUFq0KCBGjRooL59+0q6+mXRTz/9pOPHj1+3fJs2bVS6dGn17t1bLVq08FkuAAAQWEw+XjM5GwBz8d4BE3HpeACA8bp166aDBw9Kuno/01q1aumPf/yjHnroIf8GAwBA9FMAAAAAAABFUdCNFwEAwP+yzgt74oknVK9ePb366qt66623/BsKAID/H/1U4ZWcnKzk5GR/x7iOqbkAAAAAAMBVXDoeAGC8O++8U7fccoskadiwYZKkDh06aPfu3f6MBQCAJPqpwuzixYuKjIxUUFCQEhMT/R3HxdRcAAAAAADgN1w6HgAAAABQJF28eFEtWrSQZVlGnRhhai4AAAAAAPAbLh0PAAAAAAAAAAAAAIAbGGgHAAAAAAAAAAAAAMAN3KMdAFDgjhw5oj179ujYsWO6cOGCrly5omLFiqlEiRKqXLmy6tSpo7p168qyLH9HBQDA5dy5c9q0aZMOHz6s4sWLq2nTpmrWrJm/YwEAAAAAAMAPGGgHABSYzz//XO+//75+/PHHGy5bpkwZRUZGasiQIYqIiCiAdACAom779u3avn27goODdf/996tu3bquxxYsWKC///3vunDhQrZ1IiIi9Morr6hp06YFHRcAAAAAAAB+ZNm2bfs7BAAgsKWmpurxxx/Xxo0blVO3Y1mWgoKClJmZme3xrN8PHz5cTz31VEFGBgAUIefOndO4ceP07bffun4XFBSkP/3pTxo7dqz+9a9/aeLEibmuHxYWpjlz5ui+++4riLjwoosXL6pFixayLEu7d+/2dxwXU3MBAAAAAIDfMNAOAPC5UaNGae3atQoJCVHPnj31wAMPqEKFCjp79qy+++47xcTEqFSpUnrvvfd06623as+ePdqwYYNiY2N1/PhxWZalQYMG6YUXXvD3nwIACDC2beuhhx7Szp07rzsZzLIsvfbaa/r73/+uo0ePqm7duho1apSaNGmiy5cv6+uvv9YHH3ygc+fOqUKFClq1apXKlCnjp78EnsjIyNDy5cslSVFRUX5O8xtTcwEAAAAAgN8w0A4A8Km4uDiNGzdOJUuW1Pvvv68WLVpct8x///tfDR48WGFhYVq+fLlrkCItLU1vvPGGFixYIMuytGDBAt19990F/ScAAAJYTEyMJkyYoGLFiunpp59W7969JUkfffSR5syZo+LFi+vy5cuKiIjQwoULVaJEiWzr//TTT3r44Yd17tw5jRkzRo8//rg//gwAAAAAAAAUMO7RDgDwqX/961+yLEtPPvlkjoPsktSgQQM9+eSTeumllzR//nyNHTtWkhQaGqqJEyfq+PHjWr16tRYuXMhAOwDAq5YvXy7LsvTYY49p6NChrt+PGzdOe/fu1bp162RZlp5++unrBtklqW7duho7dqxeeeUVffXVVwy0GywpKUm//PKLzp07p9TUVAUFBal48eIqX768qlevrurVq5MLAAAAAADkGzPaAQA+dd999+ncuXNat26dqlSpkutyx44dU7t27VSvXj2tWLEi22M7duzQ//zP/6hKlSpav369ryMDAIqQ+++/XykpKYqNjVW9evWyPbZ+/Xr96U9/kmVZ2rp1q8LDw3PcxpEjR9ShQweVLl1amzdvLojYyKetW7dq8eLF+uqrr3Tu3Lk8ly1TpoweeOABDR06VHfccUeRzAUAAAAAAPKPGe0AAJ+6ePGiJCkkJO8uJzQ0VJL0yy+/XPdYzZo1JUmnTp3ycjoAQFF39uxZSVK5cuWue6xhw4auf1uWles2svq4y5cvezccPHbx4kX99a9/1RdffCFJys/55WfPntXKlSu1cuVKde3aVdOmTXMdnwR6LgAAAAAA4D4G2gEAPnXLLbfo6NGj+vbbb9WrV69cl9u5c6ckKSws7LrHjh07JkkqWbKkb0ICAIqsW265RceOHdPu3bv1wAMPZHusQoUK+tOf/qSjR4/q5MmTuu2223LcRlYfVqlSJZ/nxY1lZmZq+PDh2r59u2zbVs2aNdW+fXs1btxY1atXV+nSpVW8eHHZtq20tDSdO3dOR44c0a5du7Ru3TolJSVp1apVOnnypObPn6/g4OCAzgUAAAAAADzDQDsAwKdatmyp5cuXa/r06brvvvtUuXLl65ZJS0vT22+/LcuydOedd173+EcffSRJatSokc/zAgCKlnvuuUexsbF666231KJFi2z3YQ8NDdW4cePyXD81NVVvvfWWLMvSvffe6+u4yIdPP/1U27ZtU3BwsJ5//nkNGjQozysSZOnbt68mTJigf/7zn3rjjTf0n//8R5988okGDx4c0LkAAAAAAIBngvwdAAAQ2IYNGybLsnTs2DE5HA7Fxsbq0qVLrsd37NihIUOGaNeuXZKkgQMHSro662vDhg0aNWqUli1bJsuy1L9/f7/8DQCAwDV06FAFBQVp165dio6O1qeffqrz58/fcL20tDStWrVKDodD+/btU1BQkIYMGVIAiXEjn3/+uSzL0vDhw/XII4/kazA7S1BQkIYOHarhw4fLtm05nc6AzwUAAAAAADxj2fm5KRwAADdh7ty5mjFjhusL5eDgYJUrV04XL150Dbrbtq2HHnpIL730kiTp3Llzuvfee2VZlmzbVo8ePTR9+nR//QkAgAD2j3/8Q2+++aakq/di/+STT9SiRYs81+natat+/vln1z22n3nmGY0YMcLnWXFj9913n86dO6fVq1erRo0aHm0jKSlJnTt3Vnh4uLZt2xbQuQAAAAAAgGe4dDwAwOdGjhypChUq6M0339SZM2eUnp6ukydPuh4PCwvTyJEj9fjjj7t+V6ZMGRUrVkzlypXTsGHDNHToUD8kBwAUBSNGjFCtWrU0ffp0HTx4ULfffvsN16lWrZoOHjyosmXL6tlnn1V0dHQBJEV+ZJ3EV7JkSY+3ER4eLkny5nnppuYCAAAAAACeYaAdAFAgHA6HunfvrvXr12vXrl06d+6cSpQoodtvv10dOnRQhQoVrlsnNjZWNWvWdOvSqgAAeKJz587q3Lmz9u/fr9KlS99w+cGDB2vAgAF68MEHVbx48QJIiPy69dZbdfDgQW3atEndu3f3aBvr16+XJFWvXj3gcwEAAAAAAM8w0A4AKDAlSpRQt27d1K1bt3wtX6tWLR8nAgAgu/r16+druQ4dOvg4CTzVvn17ffjhh5o6daoaNGiQ79c0y549e/TGG2/IsixFRkYGfC4AAAAAAOAZ7tEOAAAAAAgYKSkp6t27t06ePKmQkBD17NlTHTp0UJMmTVStWjUFBwdnW962bR0/flyJiYlau3atli1bprS0NFWoUEErV65UuXLlAjoXAAAAAADwDAPtAIAC8+OPP2r79u053sd29erV+uKLL7R//36lpqaqSpUquuuuu9SnTx/VrVvXD2kBAEXN6tWrtW7dOh0/flxly5ZVixYt1LNnT5UtWzbP9S5fvqzHHntMlmXpo48+KqC0yMuhQ4f06KOP6vDhw9luQRMUFKQSJUqoePHisixLly9f1sWLF5WRkeFaxrZtValSRbNnz1ajRo2KRC4AAAAAAOA+BtoBAD539uxZTZgwQWvXrlXx4sW1fft212MpKSkaO3astmzZIunql8hZLMtSUFCQhgwZonHjxqlYsWIFHR0AUASkpKRo9OjR2fqnLKVLl9b48ePVv3//XNe/ePGiWrRoIcuytHv3bh8mhTsuXryoTz75RP/85z914sSJfK1TvXp19enTRyNGjFDJkiWLVC4AAAAAAOAeBtoBAD6Vlpam//mf/9GePXtk27aCgoK0bds2FS9eXJcvX9ZDDz3keqx8+fJq1qyZSpUqpVOnTmn79u26dOmSLMtS7969NW3aNH//OQCAAHPlyhU9/PDD2rVrl2zbVoUKFXTrrbcqKSlJZ86ckXT1xK/o6GhNmTJFQUFB122DgXaz2bat3bt3a/fu3UpOTtbp06d1+fJlBQcHq0SJEipVqpTq1Kmjhg0bun3f9EDMBQAAAAAA8ifE3wEAAIHt448/1u7duxUUFKShQ4dq2LBhKl68uCTpo48+0u7du2VZlp588kkNHz4826z1CxcuaObMmfrkk0+0fPlydenSRR07dvTXnwIACEBLlizRDz/8IMuy9Pzzz2vw4MEKCgqSbduKi4vTtGnTdOzYMS1ZskQXL17U9OnTs13yG+azLEuNGzdW48aN/R0lG1NzAQAAAACA/Ll+OgYAAF60cuVKWZalIUOG6LnnnlPlypVdjy1btsz12J///OfrLg1fqlQpTZo0SX369JFt2/r0008LOj4AIMBl9VPR0dEaOnSoa8a6ZVnq3r27YmJi1Lx5c9fA+6RJk/ycGAAAAAAAACZgoB0A4FMHDhyQJD300EPZfp+ZmamDBw9KkgYNGpTnNoYPHy5J2rNnj/cDAgCKtL1790qS/vjHP+b4eIUKFTRv3jzdfffdsm1bS5Ys0dtvv12QEeEj58+f19///nf16tVLd911l1q3bq0RI0ZozZo15AIAAAAAADfEpeMBAD6VmZkpSSpdunS23wcFBSk4OFjp6emqWrVqntuoVKmSJLnulQsAgLf8+uuvkqSaNWvmukyJEiU0Z84cDRgwQP/973/13nvv6bbbblO/fv0KKiY88J///EfvvfeeduzYoeDgYLVt21ZPPfWUqlevrpMnT2rgwIE6dOiQpKv3S7906ZISEhKUkJCgLl266H//938VGhpaZHIBAAAAAAD3MKMdAOBTVapUkSTt3Lnzusfq168vSUpKSspzG7t375YkVaxY0cvpAABFXalSpSRJp06duuFyc+fOVeXKlWXbtiZPnqxvv/22ICLCA0uWLNHQoUP17bff6sKFCzp79qxWrFihAQMG6NixY5o8ebJ+/vln2batmjVrqnv37oqMjFSZMmVk27ZWr16tF154ocjkAgAAAAAA7mOgHQDgU/fff79s29b06dN17ty5bI/169dPtm3rww8/zHX99PR0vfPOO7IsS/fcc4+v4wIAipiIiAhJ0ueff37DZatWrapZs2YpPDxc6enpeuKJJ7Rjxw5fR4SbDh48qClTpriumjNgwAANGDBA5cqV07Fjx/Tcc89p3bp1CgkJ0d/+9jd98cUXmjFjhmbNmqX169frf/7nf2TbtmJjY7Vx48aAzwUAAAAAADzDQDsAwKeGDRum0NBQ7d+/X4888oi2b9/uemzAgAFq1qyZFi9erLfffltXrlzJtm5SUpL+/Oc/a+vWrZKkgQMHFmR0AEAR0K1bN9m2rXnz5mnJkiU3XL5p06aaMWOGgoODdfHiRQ0dOlQxMTEFkBT59cknn+jy5ctq3LixnE6nJk+erMmTJ2vZsmWqWLGi/v3vf8u2bY0YMULR0dHZ1g0LC9PLL7+sDh06yLZtffrppwGfCwAAAAAAeMaybdv2dwgAQGBbunRptsuc3nXXXWrVqpVq1aqlkJAQvf766zp58qTKly+vu+66S2FhYTp06JB27dol27Zl27aGDRum5557zo9/BQAgEF25ckX9+/fXnj17ZFmWatSooTvuuEOvvvqqwsPDc11v2bJleuGFF5SZmSnp6r20Lcty3e4E/tO1a1f9/PPPev/99/XAAw9ke2z27Nl66623ZFmWvvzyS9122205bmPr1q0aMGCAqlatqnXr1gV0LgAAAAAA4BkG2gEABWL9+vWaMmWKfvnlF0mSZVnXLZM1SHHt/0NCQvTYY4/pL3/5S4FlBQAULSdOnNCoUaP0ww8/SJJCQkJc/87Ll19+qQkTJujChQuSxEC7IZo3b67Lly9rw4YNqlixYrbH/vvf/6p3796yLEs//PCDgoODc9zGmTNn1KpVKxUrVkzff/99QOcCAAAAAACeCfF3AABA0dCuXTvFxcVp7dq1Wrlypb7//nslJydft5xt2woODladOnXUrl07RUdHq27dun5IDAAoKipVqqTFixdr1apV+uKLL3Tq1Kl8rde5c2c1atRIb7zxhtasWSPOYTZD1iD1mTNnrhvQrlq1quvfJ06cyPb/ax0/flzS1Uu2B3ouAAAAAADgGQbaAQAFJjQ0VH/4wx/0hz/8QZJ04cIFnTx5Ur/++qsuXbqk8PBwlSxZUtWrV1doaKif0wIAihLLstStWzd169bNrfVuu+02vf322zp69Kh27tzpo3RwR7169fT9999r5cqVGjNmTLbHypQpo++//15Hjx5V2bJlc93GsmXLJEm33357wOcCAAAAAACeYaAdAOA3pUqVUqlSpfwdAwCAm1a1atVcZyGjYHXt2lU7d+7U+++/r6pVq6p///7ZHi9WrJhq1KiR6/pLly7VP//5T1mWpR49egR8LgAAAAAA4Bnu0Q4AMEZqaqq6d++uoKAgrVmzxt9xAADIhn6qcEhLS1Pfvn31008/ybIsVapUSbNmzVLTpk3zXO/999/X8uXLtX//ftm2rdtvv11Llizx2lV2TM0FAAAAAAA8E+TvAAAAZMnMzFRycrJ++eUXf0cBAOA69FOFQ2hoqD788EM1btxYtm3rxIkT+bqCzqpVq7Rv3z7Ztq3atWtrzpw5Xh3MNjUXAAAAAADwDJeOBwAAAAAElCpVqmjx4sWKi4vTl19+qVq1at1wndq1a+vKlSvq2bOnhgwZouLFixeZXAAAAAAAwH1cOh4AYIyLFy+qRYsWsixLu3fv9nccAACyoZ8CAAAAAABAFi4dDwAAAAAAAAAAAACAGxhoBwAAAAAUSampqYqMjFSnTp38HSUbU3MBAAAAAIDfcI92AAAAAECRlJmZqeTkZFmW5e8o2ZiaCwAAAAAA/IaBdgCAMUJCQtS3b1++VAYAGIl+CgAAAAAAAFks27Ztf4cAAAAAAKCgXbx4US1atJBlWdq9e7e/47iYmgsAAAAAAPyGGe0AAAAAkE9nzpzR4cOHFRYWptq1ayskhI9UAAAAAAAARRHfCgEAAACApMuXL+unn35SUFCQ6tevr+DgYNdjO3fu1LRp07R161bX70qWLKmoqCiNGTNGZcqU8UdkAAAAAAAA+EmQvwMAAAAAgL/NmTNHbdu2Vb9+/dS3b1917txZ33zzjSRp+/btGjJkiLZu3Srbtl0/Fy5c0IIFC/THP/5RycnJfv4LAAAAAAAAUJCY0Q4AAACgSHvxxRf12WefybZt1++Sk5M1evRoffzxx5oyZYouXbqk4sWLq3fv3mrSpIlSU1P1zTffKCEhQT///LOeeOIJLV68ONsseJgvJCREffv2lWVZ/o6Sjam5AAAAAADAbyz72m+TAADwsn/9619e3Z7D4fDq9gAARdumTZs0dOhQWZalDh06qHfv3pKkTz75RJs3b1b16tWVnJyscuXK6eOPP9btt9+ebf0VK1bo2WefVWZmpl599VVFR0f7488AAAAAAABAAWOgHQDgUxEREV6bjWVZlhITE72yLQAAJOmpp57SypUr1a1bN82cOdP1+/T0dEVHR2vv3r2yLCvPQfQ33nhD8+bNU5s2bTRv3ryCig4vOXPmjA4fPqywsDDVrl1bISFmXPjN1FwAAAAAAOAq7tEOAPCpQYMGuQbar72vrac/AAB407Zt22RZlh599NFsvw8JCdHQoUNd/4+MjMx1G/369ZMk7d692ycZ4bnLly9r9+7d2rt3rzIyMrI9tnPnTg0cOFCtW7dW//791atXL7Vq1Up/+9vfdO7cuSKZCwAAAAAA5B8z2gEAPhcfH69x48bpypUratKkiWbOnKmgIM/O9br11lu9nA4AUJTdcccdSk9PV0JCgipUqJDtsZ9//ll/+MMfZFmWdu7cqWLFiuW4jdOnT6t169YKCQnRDz/8UBCxkQ9z5szRBx98oPPnz0uSqlWrppdffllt27bV9u3bNWzYMKWmpl53Ip9lWapVq5bmzZun6tWrF5lcAAAAAADAPQy0AwAKxNq1azV69GjZtq0xY8bo8ccf93ckAADUqlUrnT17Vp9++qnuvPPObI9dunRJw4YN07Fjx/Thhx+qdu3aOW5j69atGjBggCpWrKiEhIQCSI0befHFF/XZZ59dN1gdGhqqjz/+WC+//LISExNVvHhx9e7dW02aNFFqaqq++eYbJSQkyLIsNWrUSIsXL1ZwcHDA5wIAAAAAAO5joB0AUGD+3//7f3r33XdVrFgxLV++XHXq1PF3JABAETdixAglJCSoW7dumjFjhkfbGDVqlNatW6d27dpp9uzZXk4Id23atElDhw6VZVnq0KGDevfuLUn65JNPtHnzZlWvXl3JyckqV66cPv74Y91+++3Z1l+xYoWeffZZZWZm6tVXX1V0dHRA5wIAAAAAAJ7hHu0AgALzxBNPqEGDBkpPT9fMmTP9HQcAADkcDtm2rbi4OI0fP14//fRTvtc9ceKEnn/+ea1du1aS1L9/f1/FhBs+++wzSVLXrl01a9Ysde3aVV27dtWHH36ohg0bKjk5WZZlafz48dcNZktSjx49NGTIENm2rRUrVgR8LgAAAAAA4BkG2gEABcayLD377LOybVtr1qzRzz//7O9IAIAirmvXrurSpYts21ZsbKx69uypTZs23XC9MWPGqEOHDvr8888lSZ07d1bHjh19HRf5sG3bNlmWpUcffTTb70NCQjR06FDX/yMjI3PdRr9+/SRJu3fvDvhcAAAAAADAMwy0AwAK1AMPPKA9e/YoMTFRtWrV8nccAAA0ffp0DRo0SMHBwbJtO1+3NklJSVF6erps21afPn305ptvFkBS5MfJkyclSbfeeut1j7Vo0cL171KlSuW6jYoVK0qSzp8/H/C5AAAAAACAZ0L8HQAAAAAA/KlYsWKaOHGiRowYofj4eFWpUuWG67Rr106NGjVSr1691KxZswJIifwqWbKkzp49q8OHD6tChQrZHqtcubKaN2+uY8eO6ZdfflHt2rVz3MaBAwckSWXLlg34XAAAAAAAwDMMtAMAAACApKpVq2rgwIH5WnbkyJE+TgNPNW3aVAkJCZo/f75mzJiR7bHw8HAtWrTohtt4//33ZVmW7rjjjoDPBQAAAAAAPMOl4wEAPjVx4kTt2LHD3zEAAMgR/VTgcTgcsm1bcXFxGj9+vH766ad8r3vixAk9//zzWrt2rSSpf//+AZ8LAAAAAAB4xrJt2/Z3CABA4IqIiJBlWapXr54cDof69Omj8uXL+zsWAACS6KcC1dixY7V69WpZliXLsjRv3jy1atUqz3XGjBmjtWvXKiMjQ7Ztq0uXLnr77beLRC4AAAAAAOA+ZrQDAHwqJCREtm1r//79mjZtmh588EGNGzdOGzZs8Hc0AADopwLU9OnTNWjQIAUHB8u2bdWpU+eG66SkpCg9PV22batPnz568803i0wuAAAAAADgPma0AwB86vTp03I6nVq2bJkSExMlSZZlSZKqVaumfv36KTo6WtWqVfNnTABAEUU/FdiOHj2q+Ph4DRw48IbLzp07V8ePH1evXr3UrFmzIpkLAAAAAADkHwPtAIACs3//fi1dulSxsbE6fvy4pKuDGUFBQWrTpo0cDoc6duyokJAQPycFABRF9FMAAAAAAADILwbaAQAFLjMzUwkJCVq2bJni4+OVmprqmj1Yrlw59e3bVw6HQ/Xq1fNzUgBAUUQ/VbhNnDhR/fv3N272t6m5AAAAAACAZxhoBwD41YULFxQXF6fPP/9cW7ZskW3brsGM5s2by+FwqHv37goPD/dzUgBAUUQ/VfhERETIsizVq1dPDodDffr0Ufny5f0dy9hcAAAAAADAMwy0AwCMkZSUpGXLlmn58uVKSkqSdPWSveHh4erRo4ccDgezwAAAfkM/VTg0bdpU6enpkq6+PiEhIerUqZOio6P1wAMPkAsAAAAAAHgFA+0AACNt2bJFcXFxWrNmjY4ePSpJCgoKUmJiop+TAQBAP2Wy06dPy+l0atmyZa7XI+sqBNWqVVO/fv0UHR2tatWqkQsAAAAAAHiMgXYAgLEyMzO1ceNGzZw5Uz/88IMsy9Lu3bv9HQsAAEn0U4XB/v37tXTpUsXGxur48eOSrg5uBwUFqU2bNnI4HOrYsaNCQkLIBQAAAAAA3MJAOwDAKLZta9OmTXI6nYqPj9e5c+dcv69Vq5a++OILPycEABRl9FOFU2ZmphISErRs2TLFx8crNTXVNZu8XLly6tu3rxwOh+rVq0cuAAAAAACQLwy0AwCMsGvXLjmdTq1YsUInT56UdHXQIiwsTF26dJHD4dC9997r55QAgKKKfipwXLhwQXFxcfr888+1ZcsW2bbtGtxu3ry5HA6HunfvrvDwcHIBAAAAAIBcMdAOAPCbpKQkOZ1OOZ1OHTx4UNLVQQtJatq0qRwOh3r27KlSpUr5MSUAoKiinwp8SUlJWrZsmZYvX66kpCRJVy/hHh4erh49esjhcKhZs2bkAgAAAAAA12GgHQBQoE6fPq2VK1fK6XRqx44dkn4btChfvrx69eolh8OhBg0a+DMmAKCIop8qurZs2aK4uDitWbNGR48elSQFBQUpMTGRXAAAAAAA4DoMtAMAfC41NVVr1qyR0+lUQkKCMjIyJF0duAgKClKbNm3kcDjUsWNHFStWzM9pAQBFDf0UsmRmZmrjxo2aOXOmfvjhB1mWpd27d/s7lrG5AAAAAAAoykL8HQAAENjGjx+v+Ph4Xbp0SdJvswJr1KihqKgo9evXT1WrVvVnRABAEUY/Bdu2tWnTJjmdTsXHx+vcuXOux2rWrEkuAAAAAACQI2a0AwB8KiIiwvXvsLAwderUSQ6HQ61atfJjKgAArqKfKrp27dolp9OpFStW6OTJk5KuDm6HhYWpS5cucjgcuvfee8kFAAAAAAByxIx2AIDPNWnSRNHR0erVq5dKly7t7zgAAGRDP1V0JCUlyel0yul06uDBg5J+u4pB06ZN5XA41LNnT5UqVYpcAAAAAAAgT8xoBwD41J49e7LNFgQAwCT0U4Hv9OnTWrlypZxOp3bs2CHpt0Hs8uXLq1evXnI4HGrQoAG5AAAAAABAvjHQDgAAAAAIKKmpqVqzZo2cTqcSEhKUkZEh6epAdlBQkNq0aSOHw6GOHTuqWLFiRT4XAAAAAABwH5eOBwD41ObNm726vZYtW3p1ewCAoo1+KvCMHz9e8fHxunTpkqTfZonXqFFDUVFR6tevn6pWrUouAAAAAABwU5jRDgDwqYiICFmW5ZVtWZalxMREr2wLAACJfioQXXsrgLCwMHXq1EkOh0OtWrXyYypzcwEAAAAAAM8wox0A4HOc0wUAMBn9VOBp0qSJoqOj1atXL5UuXdrfcVxMzQUAAAAAANzHQDsAwKemTp2a5+MTJkyQZVl66aWXFBoaWkCpAAC4in4q8Cxbtizb7HFTmJoLAAAAAAB4hkvHAwD8KuuSvVu3blV4eLi/4wAAkA39FAAAAAAAAHLCjHYAAAAAQMDYvHmzV7fXsmVLr2zH1FwAAAAAAMAzDLQDAAAAAALGI488IsuyvLIty7KUmJjolW2ZmgsAAAAAAHiGgXYAAAAAQEAx9Q5ppuYCAAAAAADuY6AdAAAAABAwpk6dmufjEyZMkGVZeumllxQaGlpAqczNBQAAAAAAPGPZnFIPAPCjiIgIWZalrVu3Kjw83N9xAADIhn4q8Jj6mpqaCwAAAAAA5CzI3wEAAAAAAAAAAAAAAChMGGgHAAAAAAAAAAAAAMANDLQDAAAAAAAAAAAAAOCGEH8HAAAEts2bN+druS1btqh48eI3XK5ly5Y3GwkAABf6KQAAAAAAAHjCsm3b9ncIAEDgioiIkGVZXtmWZVlKTEz0yrYAAJDop4qirNd869atCg8P93ccF1NzAQAAAACAnDGjHQDgc5zTBQAwGf0UAAAAAAAA3MVAOwDAp6ZOnervCAAA5Ip+CgAAAAAAAJ5goB0A4FNRUVH+jgAAQK7opwAAAAAAAOAJBtoBAAAAAAFj8+bN+Vpuy5YtKl68+A2Xa9my5c1GkmRuLgAAAAAA4BnL5oaEAAAAAIAAERERIcuyvLIty7KUmJjolW2ZmgsAAAAAAHiGGe0AgAJ34MAB1alTx/X/tLQ0vfjii7kuHx0drXvuuacgogEAQD8VAEw9n9zUXAAAAAAAwH3MaAcAFJhFixZp7ty5+vXXX7Vx40YFBQVJki5evKgWLVrkOsurZs2acjqdCg0NLci4AIAihn4qMMTExHh1e1FRUV7Zjqm5AAAAAACAZ5jRDgDwuYyMDI0ePVrr1693zeTaunVrjrP/KleunG29kydP6tChQ5o/f75GjhxZYJkBAEUH/VRgMXUA2tRcAAAAAADAM8xoBwD43NSpU/XRRx9Jkpo1a6aRI0eqXbt2Cgm5er7XtTMFd+/enW3d4cOHKyEhQZUrV9batWsVHBxc4PkBAIGNfgoAAAAAAADuCvJ3AABAYEtOTtbChQtlWZYGDhyoTz/9VB07dnQNXtzIpEmTFBwcrBMnTmjt2rU+TgsAKGropwAAAAAAAOAJLh0PAPApp9OpK1euqF69enrhhRfcXr927dpq3769vvrqK23cuFGdOnXyQUoAQFFFP1U0HDhwQHXq1HH9Py0tTS+++GKuy0dHR+d464CikgsAAAAAANwYA+0AAJ/asGGDLMvSgAEDFBTk2YVUOnfurPj4eG3bts3L6QAARR39VGBbtGiR5s6dq19//VUbN250vcbp6emKiYmRZVk5rrd161Y5nU6FhoYWqVwAAAAAACD/uHQ8AMCnkpKSJEn33Xefx9u44447JEnHjx/3SiYAALLQTwWmjIwM/fnPf9bLL7+s5ORknT17Vlu3bs1x2cqVK7t+KlasKNu2dejQIc2fP7/I5AIAAAAAAO5jRjsAwKdSUlIkSZUqVcp1mZCQELVq1SrX2VsVK1aUJJ05c8br+QAARRv9VGB64403tG7dOklSs2bNNHLkSDVv3jzHZdevX5/t/8OHD1dCQoIWLFig4cOHKzg4OOBzAQAAAAAA9zGjHQDgU1mXQk1NTc11mdDQUM2fP18ffvhhjo+fP3/etRwAAN5EPxV4kpOTtXDhQlmWpYEDB+rTTz9Vx44dFRKSv/PMJ02apODgYJ04cUJr164N+FwAAAAAAMAzDLQDAHyqQoUKkq5+ueypw4cPS5KqVKnilUwAAGShnwo8TqdTV65cUd26dfXCCy+4vX7t2rXVvn17SdLGjRsDPhcAAAAAAPAMA+0AAJ9q0KCBJCkhIcHjbcTHx0uSGjdu7JVMAABkoZ8KPBs2bJBlWRowYIDrigXu6ty5s2zb1rZt2wI+FwAAAAAA8AwD7QAAn2rTpo1s29aiRYvyvCxvbs6ePavY2FhZlqV27dr5ICEAoCijnwo8SUlJkqT77rvP423ccccdkqTjx497JZNkbi4AAAAAAOAZBtoBAD7Vs2dPFS9eXKdOndKUKVPcXn/SpEk6c+aMypYtq65du/ogIQCgKKOfCjwpKSmSpEqVKuW6TEhIiFq1aqVWrVrl+HjFihUlSWfOnAn4XAAAAAAAwDMMtAMAfKpChQoaMmSIbNtWTEyMnn76aZ09e/aG650/f15/+ctftHr1almWpdGjRys0NLQAEgMAihL6qcCTdVn2vK5QEBoaqvnz5+vDDz/M8fHz58+7lgv0XAAAAAAAwDMh/g4AAAh8TzzxhL777jtt375dK1eu1Pr169W1a1e1b99eDRs2dM3sOnHihA4fPqw1a9YoLi5Op0+fliS1bdtWgwYN8uefAAAIYPRTgaVChQo6cuSIkpOTVaVKFY+2cfjwYUnyeP3ClAsAAAAAAHiGgXYAgM+FhobqH//4h5566il9/fXXunDhgpYsWaIlS5bkuo5t25KkyMhIzZgxQ5ZlFVRcAEARQz8VWBo0aKAjR44oISFBd911l0fbiI+PlyQ1btw44HMBAAAAAADPcOl4AECBKFWqlObOnas333xTt99+u2zbzvOnZs2aev311zVr1iyFhYX5Oz4AIMDRTwWONm3ayLZtLVq0KM/LtOfm7Nmzio2NlWVZateuXcDnAgAAAAAAnrHsrKkYAAAUoMTERCUkJGjfvn1KSUmRbdsqW7as6tatq9atW6tFixbMDgQA+A39VOGVkpKiDh06KC0tTVFRUXrttdfcWn/s2LFavXq1ypUrp6+//tpr90M3NRcAAAAAAPAMl44HAPhF48aNuewpAMBY9FOFV4UKFTRkyBDNnTtXMTExunz5siZPnqyyZcvmud758+c1ceJErV69WpZlafTo0V4dzDY1FwAAAAAA8Awz2gEAAAAAASUtLU2DBw/W9u3bZVmWSpYsqa5du6p9+/Zq2LChKlWqJEk6ceKEDh8+rDVr1iguLk6nT5+Wbdt68MEHNWfOHK9ftcDUXAAAAAAAwH0MtAMAfGrz5s1e3V7Lli29uj0AQNFGPxW4Lly4oKeeekpff/21JN1wcDrro3FkZKRmzJihsLCwIpULAAAAAAC4h4F2AIBPRUREeG3WlWVZSkxM9Mq2AACQ6KeKgtjYWM2ZM0f79u3Lc7maNWvq8ccfV9++fYt0LgAAAAAAkD8MtAMAfCoiIsJr27IsS7t37/ba9gAAoJ8qOhITE5WQkKB9+/YpJSVFtm2rbNmyqlu3rlq3bq0WLVr45ZLspuYCAAAAAAB5Y6AdAOBTMTExXt1eVFSUV7cHACja6KcAAAAAAADgCQbaAQAAAAAAAAAAAABwQ4i/AwAAAAAA4C2bN2/26vZatmzple2YmgsAAAAAAHiGGe0AAAAAgIARERHhtXuaW5alxMREr2zL1FwAAAAAAMAzzGgHAAAAAAQUU88nNzUXAAAAAABwHwPtAAAAAICAMXXqVH9HyJGpuQAAAAAAgGe4dDwAAAAAAAAAAAAAAG4I8ncAAAAAAAAAAAAAAAAKEwbaAQAAAAAAAAAAAABwAwPtAAAAAAAAAAAAAAC4gYF2AAAAAAAAAAAAAADcwEA7AAAAAAAAAAAAAABuYKAdAAAAAAAAAAAAAAA3MNAOAAAAAAAAAAAAAIAbGGgHAAAAAAAAAAAAAMANDLQDAAAAAAAAAAAAAOAGBtoBAAAAAAAAAAAAAHADA+0AAAAAAAAAAAAAALiBgXYAAAAAAAAAAAAAANzAQDsAAAAAAAAAAAAAAG5goB0AAAAAAAAAAAAAADcw0A4AAAAAAAAAAAAAgBsYaAcAAAAAAAAAAAAAwA0MtAMAAAAAAAAAAAAA4AYG2gEAAAAAAAAAAAAAcMP/B6XwjFRv/UdmAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4012,23 +5807,23 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 50, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4056,23 +5851,23 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 51, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4092,23 +5887,23 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 52, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAACMwAAAPkCAYAAABf9jBxAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAewgAAHsIBbtB1PgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeVxN+f8H8FelkqKkhEIosiZLlhGypKzZspuxZRnEZCzja/9i8M3YzcjwZSyDwWSJZC/ZUqRESFqQ0KL13ur+/rjfe373dm+3ImJ6Pf9x7j3b55z7Oef08Hmf91tDIpFIQERERERERERERERERERERERUTmiWdQOIiIiIiIiIiIiIiIiIiIiIiD4nBswQERERERERERERERERERERUbnCgBkiIiIiIiIiIiIiIiIiIiIiKlcYMENERERERERERERERERERERE5QoDZoiIiIiIiIiIiIiIiIiIiIioXGHADBERERERERERERERERERERGVKwyYISIiIiIiIiIiIiIiIiIiIqJyhQEzRERERERERERERERERERERFSuMGCGiIiIiIiIiIiIiIiIiIiIiMoVBswQERERERERERERERERERERUbnCgBkiIiIiIiIiIiIiIiIiIiIiKlcYMENERERERERERERERERERERE5QoDZoiIiIiIiIiIiIiIiIiIiIioXGHADBERERERERERERERERERERGVKwyYISIiIiIiIiIiIiIiIiIiIqJyhQEzRERERERERERERERERERERFSuMGCGiIiIiIiIiIiIiIiIiIiIiMoVBswQERERERERERERERERERERUbnCgBkiIiIion84sVhc1k34x+K5Jfo4vIaIiIiIiIiIiKisMGCGiIiIiOgrNH/+fDRq1AiNGjXCzZs3VS7z6tUrTJs2DSEhISrnd+vWTdjGpyTbR7du3T7pfj6nlJQULFy4EKdPny7rphRp8+bNwm9w7Nixsm5Osd28eVNo9/z58z9oG8W5Tuj/fe7zdenSJYwfP/6T74dUO3bsmPB7b968WWn+x967S+MaJiIiIiIiIiL6lBgwQ0RERET0D3T69Gm4uLjgwoULZd2Uf5zr16/DxcUFf/31F/Lz88u6OURfpZkzZ2LKlClISEgo66YQEREREREREVE5xYAZIiIiIqJ/oICAAGRmZpZ1M/6RgoOD8e7du7JuBtFXzc/Pr6ybQERERERERERE5VyFsm4AERERERGVjYsXL5Z1E4iIiIiIiIiIiIiIygQzzBARERERERERERERERERERFRucKAGSIiIiIiIiIiIiIiIiIiIiIqV1iSiYiIiIjKtTFjxuDWrVuwtrbGqVOnkJmZicOHD+P06dOIjY2FSCSCmZkZHB0d8e2336JGjRrCugEBAThw4ADCw8ORnJyMatWqwd7eHu7u7rC2tlbaV3x8PLp37w4AsLe3xx9//KG2bY0aNQIAmJubF7t8kux45I0dO1aY3rt3L9q1awcA6NatGxISEgAAjx49Ulhn8+bN2LJlCwDgwoULMDc3x/Hjx/HXX3/h6dOnyMjIQI0aNdCuXTuMGTMGNjY2xWqfOllZWThy5AguXryIJ0+eICUlBQYGBrC0tESXLl0wYsQIGBkZffR+ACAwMBAnTpxAaGgoEhMToaGhAWNjY9jY2KBLly4YOHAgdHV1FdaZP38+jh8/rvDdggULsGDBAgDA6tWrMWjQIIX5EokEFy5cwOXLl3H37l0kJSUhPT0dlSpVgrGxMWxtbdG7d2907dq1yDbn5ubizJkzOHPmDO7fv4/k5GTo6OjA3NwcHTt2xMiRI1G3bt0POh9hYWH47rvvkJGRAQAYOnQoVqxYAQ0NDaVlnz59isOHDyMoKAivXr1CdnY2qlWrhhYtWsDFxQXOzs4q1ysoPj4ef/zxBwICAhAfHw8dHR3Ur18fAwYMwLBhwz7oOIqSm5uLgwcP4sSJE4iOjkZ+fj4sLCzQuXNnjBgxAhYWFkVuIysrCz4+PggKCsKDBw+QkpKC7OxsGBgYoEaNGmjTpg2GDh0qXL8FyV9bgYGByMnJwc8//4ygoCBoa2vD0tISgwYNKvY5kL+vTJ8+HTNmzEBkZCR27dqF27dv482bNzAwMECTJk0wYMAA9OvXD5qaH/fuTH5+Ps6dOwdfX1/cv38fb9++RYUKFVC9enXY29tj4MCBsLOzU9tWmYSEhA+618ncvHlT4R534cKFYv2OMs+ePYOzszMAoGrVqggMDESFCur/q8TT0xOnTp0CAKxZswaurq4larPM69evcfjwYVy9ehXR0dHIyspC5cqV0ahRI/Tq1QuDBw9Wug/JE4vFOHPmDAICAhAWFobk5GRkZGTAwMAAJiYmaNWqFQYMGIA2bdp8UPs+hSdPnmDfvn0ICgpCYmIiKlasCHNzc/Ts2RPDhg2DsbFxkdtITk7GoUOHcOXKFTx//hxpaWkwNDSElZUVunXrBjc3N+jp6RW5nQ+9ltPT09GxY0fk5OSgQoUKCAgIKLLdv/zyC3799VcAwMyZM+Hs7IzevXsDAPT09BAUFIRKlSqp3cbSpUtx8OBBAMCGDRvg4uJS5DHKyP9tUNQ1Iv+sk/+bQd67d+9w5MgRXL16FU+ePEF6ejoMDAxQs2ZN2Nvbw9XVFU2aNCmyXffv34evry+Cg4Px8uVLpKSkQFtbG4aGhrCxsYGjoyMGDhwIHR0dtdvJy8vDiRMncOLECTx48AAZGRmoVq0a2rRpg9GjR8POzg47duyAl5eX2uMCpM9tPz8/nDlzBmFhYXj79i10dHRQs2ZNtG/fHsOHD0eDBg2KPDYiIiIiIiL6OjBghoiIiIjof54+fYpp06YhJiZG4ftnz57h2bNnOHHiBH7//XdYW1tj2bJlOHTokMJyr169wokTJ3Du3Dls27YN33zzzWds/acjEokwdepUXLp0SeH7uLg4xMXF4dixY5g9ezbc3d0/eB9BQUGYO3cukpKSFL5PTk5GcnIyQkND8fvvv2PZsmXo06fPB+8nOzsbnp6eOH/+vNK8Fy9e4MWLF7h48SK2bt2KrVu3okWLFh+8r6dPn2LWrFmIiopSmpeWloa0tDTExMTAx8cHDg4O2LhxI/T19VVuKzIyEp6ennj69KnC92KxGFFRUYiKisKBAwcwf/58jBo1qkTtfPToESZOnCgEywwePFhlsEx+fj7WrVuHPXv2IC8vT2Hey5cv8fLlS/j5+aF58+bYtGkTatWqVeg+T506hQULFkAkEgnf5eTk4N69e7h37x6OHTuGSZMmleg4ipKcnAw3NzdEREQofC87f/v27cPcuXPVnr/z589j0aJFePfuncrtJycnIzIyEvv27cPkyZMxe/ZstW1KTU2Fu7u7ELgGAHfv3kWrVq1KeHT/7+jRo1iyZAnEYrFC265du4Zr167hzz//xK+//gpDQ8MP2v6TJ0/g6emJhw8fKnyfk5Mj3CsPHToEFxcXrFy5stA+/aWoV68ebG1tce/ePSQnJyMoKAidO3cudPmsrCwhqKdSpUpwcnL6oP3u2bMHXl5eyMnJUfg+OTkZN27cwI0bN7Bnzx5s27ZN5eB8SEgI5syZo9B3ZFJSUpCSkoInT57g8OHDGDRoEFasWFFkINCn9ttvv2HTpk3Izc0VvsvOzkZKSgoiIiKwf/9+bNy4Ea1bty50GydPnsTy5cuRlpam8P2bN2/w5s0b3LhxA97e3vjPf/6D9u3bF7qdj7mWDQwM0L17d/j6+iI3Nxd+fn4YMWKE2mOXBVhpaGhgwIABsLCwQLNmzRAeHi70qb59+xa6viw4CgCqVKmiFHj2OV29ehU//PAD3r9/r/C9rN9FRkZi7969cHNzw5IlS6ClpaW0jfT0dMyfPx/+/v5K88RiMTIzM/Hy5UtcunQJ3t7e8Pb2Rr169VS2Jzk5GZMnT8a9e/cUvn/16hVOnTqF06dPY/LkycW6FyUkJMDDwwP3799X+D4nJwfv379HVFQU9u/fj3HjxsHT0/Ojgw+JiIiIiIio7DFghoiIiIgI0gCGSZMmISEhAUZGRnBycoKZmRni4uJw9uxZZGdn482bN1i0aBFsbW1x6NAh6OnpwcnJCfXq1UNSUhJOnz4tvKE+b948XLx4sci3okvbiBEj0LVrV/j6+iI8PBwAMHz4cNSpUwcAhH9LYsmSJcKb6e3atUPbtm0hEolw5coVPHr0CPn5+fDy8oJIJML06dNLvP0LFy7Aw8NDGOCvW7cuOnfuDFNTU6SkpCAwMBBRUVF4//49PD09kZmZiaFDh5Z4PwCwYsUKIVhGX18fjo6OqFevHjQ0NBAfHw8/Pz9kZGTg9evXmDBhAs6dO4eqVasCAHr37g1ra2sh8ED2XbNmzQAAzZs3F/aTmJiIkSNHIiUlBQBgamqKLl26wNzcHJqamnj58iUCAgKEwe6AgAB4eXlh8eLFSm1+9OgRRo8ejfT0dADSQfquXbuiQYMGeP/+PYKCghAVFQWRSITly5dDT09PKdNNYWJiYjB+/HikpqYCAAYNGoR///vfKjPEeHp6wtfXF4B00LdDhw6wtbWFjo4OYmNjcenSJaSkpOD+/ftwc3PD0aNHYWZmprSdY8eO4aeffoJEIgEA1K9fH127doWBgQGioqJw8eJFhIeHY8mSJcU6huJavHgxUlNTUaFCBTg6OqJx48ZIT0/HxYsXERMTg+zsbCxfvhwVKlRQmd3lypUrmDlzphAsZG1tjQ4dOsDU1BQikQjPnj3D5cuXkZ6eDolEgl9//RWNGzcWspeo8vPPP6sMeFC3jjo3btxAaGgo8vLyULNmTTg5OcHIyAgPHz7ExYsXIRaLERISgtGjR+PQoUNFZrQo6MmTJxg5cqTQX/T09NC1a1dYW1tDJBIhNDQUN2/eBACcOXMGsbGx2L9/v5Dtw8jICHPnzgUArF27FgBgaGiIyZMnAwAqV678Qcf9sQYMGCAMtvv6+qoNmLl48SIyMzMBAD179izxOQSALVu2YPPmzcLnOnXqoEuXLjA2NkZcXJxwH4qJicHYsWPh4+MDExMTYfkHDx5g3LhxyM7OBgBYWFjAwcEBNWrUQH5+PuLj43H58mW8ffsWgPSas7KywoQJE0rc1tJy7tw5ISivQYMG6NSpE4yNjfH8+XOcPXsWmZmZSEpKgoeHB06dOqUym9j+/fuxfPly4XOjRo3QsWNHVK1aFUlJSbhy5QpiY2ORlJSEiRMnYvv27XBwcFDaTmlcy66ursL90NfXV23AzN27dxEfHw8AaN26tZDdZeDAgcJz+tSpU2oDZgICAoTnibOz82f/20Lm2bNnmDFjhtD3mjZtinbt2qFq1ap49+4dQkJCcO/ePUgkEhw6dAjGxsaYNWuWwjby8/MxceJEhIaGAgAqVqyILl26wMrKChUrVkRycjJu3bolnJu4uDh4eHjg77//VgpQSU9Px5gxY/D48WMAgK6uLnr06AErKyukpqbiwoULiIuLw6+//gpzc3O1xxYXF4cRI0YIgbtGRkZwdHRE3bp1kZ2djbCwMFy/fh15eXnYuXMnkpKShPsYERERERERfb0YMENEREREBGmAAwA4OjrCy8tL4U3ksWPHws3NDbm5uQgLC0NYWBisrKzg7e2tkEVj8uTJGDp0KBITE5GUlISrV6+iR48en/U4ZCUeHj9+LAw29e7du9DSA8Vx69YtVKxYEV5eXgrH88MPP8Db21socbB9+3Y4OzvDysqq2Nt+8eIF5s+fD7FYDE1NTcybNw9jx45VGBSbN28ejh07hsWLF0MsFmP58uVo1apViUsivHz5EseOHQMgDWA5ePAgateurbDMjz/+iLFjx+Lx48dIS0vD/v37hSCgzp07o3PnzsjMzBQCZhwcHFQGp6xfv14Y3OzcuTM2b96MihUrKiyTm5uLn3/+WSjNdfz4ccydO1dhufz8fPz4449CsIydnR02btyoEIiSn5+PjRs3CuU+Vq1aBScnJxgYGKg9Hy9evMB3332HN2/eAJAOAK9cuVLlG/N79+4VBoctLCywadMmNG3aVGGZ9+/f41//+hfOnj2LpKQkeHp6Yt++fQrLvHv3DqtWrRKCZaZMmYKZM2cqZCB4+vQpJk+ejLi4OLXtL6nU1FSYmZnht99+Q+PGjYXvPT09sW7dOvz3v/8FIA1i6dSpk8Lgal5eHpYvXy4MsM+YMUNlcFhycjK+//573LlzBwBw4MABtcEvAQEBMDU1xbJly9C+fXu8e/cO586dg62t7QcdY3BwMABp4NPSpUsVyvlERkZi0qRJSEpKQlRUFH777bciM+DIE4vF+P7774VgGTs7O2zYsEGhTB0gvV/MnDkTycnJiIiIwIoVK7Bq1SoA0swcsqAN2UCz/Hcfol27dkol5UqqT58+WL16NcRiMc6fPw+RSFRoQMLJkyeF6QEDBpR4X2FhYUJJLkBanmfKlCkK14CnpycmTJiAhw8f4s2bN/Dy8sLq1auF+atWrRICFoYOHYqlS5cqZY/JysrCvHnz4OfnB0DaF8syYCYjIwPa2tpYtGgR3NzcFILyvv/+e4waNQqvXr1CUlISjh49qtTW8PBw4Rzo6upi1apVSgEmCxYswO+//47169dDLBZjzpw5OHPmjEK5pNK6ljt16gQTExO8efMGwcHBSExMVBkgCPx/dhlAsc/06dMHP//8M8RiMQIDA5Gamlpo5qeP7XelZdeuXULfmzRpEubMmaO0zIEDB7Bs2TIA0kxKU6ZMUXiuHT9+XAiWMTc3x969e1WWiDp9+jTmzJmD/Px8PHr0CHfu3EHbtm0Vltm8ebMQLGNpaYnffvsNlpaWwvw5c+bAy8sLu3fvVhmcKJOXl4fZs2cLwTL9+vXD0qVLlZ6jYWFhmD59OhITE+Hj44N27dph8ODBhW6XiIiIiIiIvnzMHUpERERE9D9mZmbYsGGDUtr+pk2bKgSKaGhoYOPGjUolZ8zMzDB69Gjhc8GU/l+zlStXKgX/aGhowN3dHWPGjAEgDQDZtGlTiba7Y8cOobTG999/j++++05lwMagQYOEwX2RSCQEh5TE/fv3kZ+fDwBwcXFRCpYBAGNjYyxatEj4XLB8T3FkZWXh7NmzAKQDu6tXr1YKlgGAChUqYO7cuahSpQoAIDMzE9HR0QrLXL16VQgGMDMzg7e3t9KgrKamJmbPno0OHToAkAaunD59Wm0bk5KSMG7cOLx8+RIA0L9/f6xevVrluc/Ozsa2bdsAADo6Oti5c6dSsAwgzQ6yfv16NGrUCABw+/ZtXL9+XWEZb29voYxH7969MXv2bKVyHQ0aNIC3t7dCsEdp0NbWxo4dOxSCZQDp77BgwQKhxElmZqYQxCRz+/ZtIUNE06ZNC82kVLVqVcyfP1/4XJz+s3nzZnTv3h36+vqoXbv2Rwc1dOrUCatWrVI6f40bN8a2bduE871r1y4kJycXe7vHjh0TytWZm5tj586dSsEyAGBvb4/ffvtNCOA4fvy4Ur/+0hgZGaFr164ApNfPlStXVC6XmpqKwMBAAED16tWFa64kdu7cKQSMjR49Gt9//73SNWBiYoItW7YI5/DkyZNCdpa4uDjcvn0bgDTwb/HixSpLLenp6WHx4sVCYEp8fLwQ7FRWPDw8MGzYMKUMVhYWFvDw8BA+ywK/5G3cuFHIQrZs2TKV2Vi0tLTg7u6OkSNHApCWCNq7d6/CMqV1LWtpaQltyM/PF8olFZSXlyfM09HRUQi6qVq1qpDNSCwWC8FNBckyYQHSa09dyapP7e7du8J0YWUYR44cCXt7ewDSvwsiIyMV5h8/flyYXrhwocpgGUAaUCSfIajgb/Dy5Uvs378fgLS/e3t7KwTLANL7/vz589Vm7wEAPz8/4W+29u3bY+3atSqDTlu0aIEtW7YIfXjr1q1KJQqJiIiIiIjo68KAGSIiIiKi/xk+fLjKwAYACoPsdnZ2hWZRkc96UpLB6C9Z8+bN1Q42TZs2Ddra2gCkGTNycnKKtV2RSAQfHx8A0oHEcePGqV1+7NixQvmTs2fPQiQSFWs/MvKD0vfv30dubq7K5dq2bQsfHx+EhIRg+/btJdoHIB34XLhwIdzd3TF9+nSFUioF6ejooH79+sJn2aC4jKx8FACMGzdObcma0aNHo3HjxnBxcVFZzkQmJSUF48ePF4If+vbti59//lllsAwA+Pv7C31ZVoKsMFpaWkJ5HQA4ceKEwnzZoC8ATJ06tdDt1KtXr9SzKPTv3x82NjaFzp85c6YwLZ/NAZAGKy1cuBDffvstpk2bpnY/8vso+HsW1KRJE9jZ2aldpqQWLFigsqQWIB3slQWGyMqqFZd8lozp06erzWBka2srZLvKz89XGCD/Usn3t8ICzvz8/ISgjb59+xZ6zRRGJBIhICAAgDRQS901ULt2bfTt2xdt27aFq6urEOyio6ODJUuWYPz48fDw8FBbmsfExETh/lNUf/yUdHV1heBKVTp27ChMv3jxQmFeYmKicN5q1KgBV1dXtfuSP68F70GleS0Xp8/cuHFDyOLl6OgoBEjKDBw4UJiWv8bk+fv7C1ld+vfvX+j1/TnIB2fJssSosmbNGly+fBlhYWFK97jhw4djxowZGDZsmHA/KowsABOAkGlN5vz588L1OGjQILUlJz09PdVer3/99Zcw7e7urnbZFi1a4JtvvgEAJCQkCFmIiIiIiIiI6OvEkkxERERERP/TokWLQufJDzoWzFAhTxbQAaDEAR1fqj59+qidb2xsDFtbWwQHByMzMxN37txRGPwsTEREBDIzMwFISykUzOxTkLa2Npo1a4Zbt25BJBLh/v37JXrTvmXLltDW1oZYLEZoaCiGDx+OUaNGwcHBQeH31dTUVBtYUZQqVarAzc2tWMvGx8cL5wCAUhBPUFCQMF3UwGKPHj2KLAGWkZGBiRMnIioqCoC0nM3atWuVMlzIk2WzAKAys0xBLVu2FKblBxITEhKEIJ0aNWqgYcOGarfTvXt3HD58uMj9FVevXr3UzrexsUGNGjXw6tUrvHnzBtHR0UIwU7169dQGCslIJBKhPIjsc15eXqHnV/5clYaGDRsWWRKtW7duuHDhAgAgMDCwyOADAMjJyREGxzU0NODk5FTkOi4uLkKwgnwf+lJ16dIFRkZGSElJweXLl5GZmalwPwc+vixOaGiocL03b95cbTAdIA06KMjMzEzIoFKUp0+fKmS/KCxI8HNo1qxZoQGpANQG9ty+fVvIytO4ceMiA0ZMTU1hbm6OhIQEJCQkKJRLKs1ruUmTJmjYsCGioqIQFhaGuLg4pcxlhZVjkpHvd7dv38br169RvXp1hWW+lHJMgDSg9MGDBwCkQYYjR45Ez549YWtrq3BuCmbgk1dUtheZ1NRUoVwmoNx/5QP+ZBnCClOrVi00b94c9+7dU5qXm5urEPzTpEmTIttmZ2cnZJu6c+eOkFGHiIiIiIiIvj4MmCEiIiIi+p+CpW7kyb9tXPAN8cKW+6coTpCElZWVUEYjISGhWNt98uSJMB0VFaXwJnlxyMoJFVe1atUwadIkobzQ/fv3MX/+fGhoaMDGxgadOnVC586d0apVK5UlTj5GYmIiYmJiEBsbi9jYWDx58gSRkZFKxyAbFJZNywYLtbW1Ubdu3Y9ux/r16xUCdB4+fIh3797B1NS00HXkf6c1a9aoHMQvjHymCPlp+UxMhSkqoKakihMEZWVlhVevXgEAnj9/rpD9R15+fj6eP3+O2NhYxMXFISYmBk+ePEFERIRQYkxG/jctqLBSJB+qWbNmRS5jbW0tTBfM5FGYxMREIZODhYWF2uwyMvKBhbISOF8yHR0d9O7dGwcOHEBWVhYuXLiAfv36CfMTExOFe1yjRo0+KKhO/novKrCpuCQSCeLj44W++Pz5czx+/BgPHjzA27dvlZYtK9WqVVM7X/6eKyudJyN/D7p06VKJnxUvXrwo9Pn+sdfygAEDsG7dOgDSLDNTpkwR5olEIvj7+wOQlv2SlV+SJ9/v8vPz4evri++++06Yn5SUhBs3bgCQZm4qTrDPpzRhwgT4+voiKSkJ2dnZ2LVrF3bt2oUqVaqgQ4cOcHBwQOfOndX+PVVQamqqwvMxOjoaDx8+xNOnT5WeifJiY2OFafn7WmEaNWqkMmDmxYsXCs/F9u3bF7vtQMn/FiEiIiIiIqIvCwNmiIiIiIj+R93b7/LUZeP4JypqoBMADA0NhemCg7SFkZUY+VAfsv7MmTOhp6eHrVu3CiUuJBIJIiMjERkZCW9vbxgZGaF3796YNGmS2rfki/L27Vvs3LkTJ0+eRFJSUqHLaWlpKWSBkElJSRHeqK9cuXKpBGPJBgV1dXWRk5OD1NRUrFixAps2bSp0nY/5ncRisZCpQ1aWBIDa0lIyVatW/eD9qiLfR4uzjKrjfvjwIby9vXHx4kWFAVZ5hf2eqqgLvvsQxsbGJdpnca/VlJQUYbo45xGAQlkw+fW/ZK6urjhw4AAAafCDfMCMr6+vEMjxoVk+3r17J0x/7G8fFxcHb29vnD17Vu01qqmpqRSAUhaKyiCmzqd4VpTWtdyvXz+sX78eeXl5SgEzly9fxvv37wFIM7XJShcWNHDgQIV+Jx8wc/r0aaENZZ1dBpAGFu/ZswcLFy5UyMqSlpYGPz8/+Pn5QUNDA3Z2dhgxYgT69eunMiOQSCTCn3/+iSNHjggZz1RR9xvIP1OKcz0VVqrwY+9PX8v9jYiIiIiIiFRjwAwRERER0f8UVebhcyrLTAAFFSfbivyAVmGDgurWadq0aZGlnwr6kHI2GhoacHd3h5ubG86ePYsLFy7g1q1bQvAMIB38OnDgAI4dO4ZNmzahS5cuJd7PnTt3MG3aNKWBNB0dHVhaWqJhw4Zo2bIlvvnmGyxZsgS3bt1S2sanKp/StWtXzJ49G0OGDIFYLIafnx/Onz9faDkn+XYMGzasxJluZP2npNdXcftRaZK/7nR0dBTm7d+/H//+97+Vgg8MDAzQoEED2NjYoFWrVnBwcChWSTKg9IPvinOtyre/uOf4Q+5H8tf3l3RvVcfW1haWlpaIiYlBYGAg0tLShIF4WWkdLS2tYpeUKai0rml/f394ekWk+JkAACAASURBVHoiJydH4Xs9PT3Uq1cPNjY2sLOzQ6dOnTB69OhiZ/36Usn3JVkWk5IomJWlNK9lMzMzdOjQAYGBgYiKisKTJ0+E7EFFlWOSadGiBerXr4/o6GiEhYUhNjYWderUAQChrJm2tjZcXFyKf9AfoajrvUGDBvjzzz8REhKCs2fP4sqVK0K5Pdn6ISEhCAkJgY+PD7Zv365wP01KSsLEiRPx8OFDhe1qamrC3Nwc1tbWaN68Odq1a4fAwEAhK1xB8mUvixMUVthxyfevypUrY+rUqUVuS15pZH8jIiIiIiKissOAGSIiIiKiMlDUgFTBgdCyJHtDXh35N/hNTEyKtV35N8LNzMwwYcKEkjfuAxkZGWH48OEYPnw4RCIR7t69i+vXr+Py5ct48OABACA7Oxs//PADLl26VKJsEMnJyZgxY4YQLNO4cWOMHj0arVq1Qt26dZWCJLKyslRuR36f6enpkEgkHx144ODggM2bN0NHRwfu7u7YunUrAGDZsmVo166dyswv8hlFHBwc0LNnzw/at3y/KE7GiOL0u5J4//59kVmk5Nslf9y3b9/GihUrhOu2R48ecHV1RYsWLZRKjxT2e34O6enpRS4jH8T1IddqcbMpJCcnq1z/SzdgwABs3LgRYrEY586dw5AhQxATE4Pw8HAA0oCNkpSbkSd/fX1o/3727BnmzJkjPCPs7e0xbNgw2NrawsLCQukeUZb9sbTI9x8rK6uPelZ8imu5f//+CAwMBCDNCOPh4YH09HRcvnwZAGBpaQlbW1u123B1dcX69esBSLMZTZkyBc+fP0dERAQA6b23OBmkiqO0/v5o1aoVWrVqhZ9++gkvXrzAjRs3cO3aNVy+fFm4FwUGBuLXX3/FzJkzhfXmzJkjBMtUq1YN3333HTp27Ahra2vo6uoq7OPChQuF7t/IyEjI3paWloZKlSqpbW/BElsy8v1LIpF81r9FiIiIiIiIqOx9fE5vIiIiIiIqFvlACfk3o1VRV8Lnc3v69GmRy8iXVJC9GV+U2rVrC9NPnjwp1jqpqamlXl5ER0cH9vb28PDwwPHjx7F//35hYDs9PR0XL14s0faOHDkilLpp2rQpDh8+jCFDhqB+/foqM4rIl2mRH8jU1dWFqakpAGl/iY+PV7vf3NxceHh4YN26dTh+/LjKZXr37i286T9lyhRYWloCAF6/fo21a9eqXEf+d3r8+LHaNgDSt/VVBcRYWFgI0+pKcMgUp9+VxPPnz4tc5tGjR8K0tbW1MP3bb78Jv83IkSOxdetW9OzZU2XghPzvCXzebFGf6lqtVauWkI0mISGhWMEe8tkj5PvQl27AgAFC0Im/vz8AaRCETP/+/T942/LnITo6usjlAwICsGDBAmzduhVhYWEAgP/+979CRqyuXbti79696Nu3L2rXrq0ULJObm6sQJPAlZS4riQ95ViQnJ6s83k9xLTs5OQnBGrI+c/78eSHwpDillPr37y+U3ZMFicg/ez62HJN8Sb9P8fdHrVq1MGjQIHh5eSEwMFChvT4+PsL0vXv3cOPGDQBApUqVcOjQIbi7u6NZs2ZKwTKAYuBdQQ0aNBCmi/NsKqzv1KpVS8jOlZ6ejsTExCK3lZ6eXuR5JCIiIiIioq8DA2aIiIiIiD4T+ewWBQfiCrp///5H7as0S6BcvXpV7fzExEQh+0K1atWKfJNexs7OThikio2NVQhWUCUnJwe9evVCixYt4OTkpFTOoSg7duzAqFGj0L59e4SEhBS6XJs2bRRKrrx69UphflHn9t69e8K0q6urUmkfefHx8QrlUgoGA7Vq1UqYLup3CAsLw9mzZ7Fz504cPXpU7bKANFBo6dKlwucjR46oLA3Vpk0bYfr8+fNFbtff3x/29vZo06YNJk+eLHxfo0YNNGrUCADw9u1b3LlzR+12AgICitxXSVy/fl3t/JCQELx58waANJCkevXqwjz533TYsGFqt3Pz5k2Fz58zSCE0NLTILDPyGRscHR2LtV1dXV00b94cgPR4zp07V+Q6Z8+eFaY/pHxaWTE3N0fbtm0BSPtMVlaWcCyVKlX64AxLgPQ8yAIXwsLCisy0dO7cOaE0nCwgQL4vurm5qb0f3blzR6EMVGkHG34u8vegO3fuFPn8fP36NRwcHGBrawsXFxeF5T/Ftaynp4devXoBkAZuxMXFCX1GQ0OjWEFWNWvWhL29PQDp8//169e4dOkSAGkGlG7duhW5DXX09PSEaXVBKGKxuNBn67NnzzBjxgy4uLjA3d1d7b7mzZsnfJYPQLl7964w/c0336gNppNIJArPpIL9V3a+AODKlSuFbgeQ/s0lCzpT1d6mTZsKn4tzf/P09IStrS26dOmCv/76q8jliYiIiIiI6MvFgBkiIiIios/EyMhIeAs9Pj6+0IwXeXl52Llz50ftS/5t8o8dJPXz81P7Vv+WLVuQl5cHQPqmvfy+1dHX11cYfF67dq3a4IKdO3ciOTkZYrEYmZmZsLKyKuYRSCUlJSE4OBjJyck4efKk2mXlB1gLZh6QPz7ZccuTf+tc3cAkAKxevVrhs/zgNqCYzWLPnj1CZglV9u/fL0x3795d7X5lOnToIGQCkEgkWLRokVI5DmdnZ2GwNSIiQu25E4lE2Lx5MwBpyRn5DAAA0KdPH2F6w4YNhfbNpKQk/Pnnn8U6huLav39/oZkT8vPzhXIoADB06FCF+cX9Td+/f48tW7YofCcWiz+kuR8kOztb7b0jODhYKB1jaGiIjh07FnvbAwcOFKa3bt2qNjBHFrwl07t3b6VlZNmWVF1DZU12TeTk5ODgwYNCVp6ePXsWWfZFHQMDAyFISSQSYdeuXYUu++7dO5w5cwYAoK2tjc6dOwvryajri7m5uVi3bp3Sd1+jBg0aoEWLFgCkx//LL7+oXX7Dhg0Qi8XIycmBvr6+QimjT3Uty2dUOXXqFIKCggAArVu3VsiupY7sGpNIJDh58qQQ2Ons7Kw28LI4atSoIUxfu3at0OX2799f6LVtZGSECxcuIDo6GkFBQUrBpPLkn6HywYcleT7u3btXIbNawf7r6uoqPI+PHj2KFy9eFLqt7du3q/39XF1dhekdO3aoDcq6ffs2Ll++jPz8fCQmJhY7SJiIiIiIiIi+TAyYISIiIiL6TDQ0NIQ3oiUSCRYvXqwUAJGeng5PT09ERER81L4MDAyE6aJK+RRFLBZjypQpSuVe8vLysGXLFhw+fBiAdAB++vTpJdr21KlThYHAwMBA/Pjjj0qDdRKJBEeOHMG2bdsU1pNlpymuwYMHC9MHDx7EX3/9pTJAx8/PTyirUbFiRWGgWkb+3Mpnh5GxsbFR2E9sbKzSMsnJyfDw8FDK2JKVlaXwuVu3bmjcuDEAaUmhGTNmqMxKsXv3bpw6dQoAYGxsrHCsRZk/fz6MjIwAADExMUqDxFWrVsXYsWOFzwsXLlQZNJOSkoLZs2cLwVX6+voYP368wjJjxoyBubk5AODWrVuYN2+e0jEnJiZi8uTJSElJKfYxFEdycjKmTJmiVG4jKysL8+bNw+3btwFIA6SGDx+usIz8b7pp0yZkZmYqbf/x48cYNWqUUp9QF+T0KezYsQMHDx5U+v7u3buYMWOG0OfnzJmjsgRKYVxdXYUSXgkJCZg4caLKAfPg4GBMmTJFGNweMGCAEOwgT3YdvXv3TuX5LEvOzs5CRjBZABjw8WVxAGkpNFmw0I4dOxQC3WRSUlLg4eEhlL5ydXUVyrPJ90Vvb2+VA/svX77EuHHjlDKVfe6+WJpmzpwpZNM5fPgw1qxZo1QSJzc3F9u2bVPIsDVjxgyFZT7VtdyuXTvUrFkTgPR3LUk5Jhn50k7btm0TAjxKo9+1b99emN6zZ4/KLHZ///23QuBgQVWrVhUy3YjFYsyYMQOvX79WWi4jIwNLliwRPsuy7wCK5//OnTvCs1aeSCTCr7/+ijVr1ih8X/BZYW5ujiFDhgAAMjMz4e7urvT3jkQiwc6dO/HHH38UelwAMGjQIKFE3evXrzF+/HiVz+7Q0FDMmjVL4djky/cRERERERHR16dk/8NMREREREQf5dtvv8Xly5cBADdu3EDPnj3Rq1cvGBsbIy4uDv7+/nj//j1q1aoFU1NThfIRJSH/Rvt//vMfJCQkQFtbG05OTiUe3NHW1kZcXBwGDBiAHj16oFGjRnj//j0uXbqE6OhoAECFChWwdOlSmJiYlGjbjRo1wuLFi7Fo0SLhrfqAgAB0794dtWvXxrt373Dz5k2Fck2Ojo4YOXJkifYDSAfqhg0bhkOHDkEikWDhwoXYu3cvWrdujRo1aiAzMxOhoaEKZTimT5+OatWqKWxH/tzu2rULIpEIlStXRtu2bdGmTRu4ublhz549yMnJQXJyMvr06QMnJyfUq1cPIpEI0dHRuHLlijDYq62tLQyMFgwS0dTUxPr16zF8+HCkpqbi6tWr6NmzJ7p37466desiIyMDV69eFUpoaGlpYcWKFahSpUqxz4uxsTHmzJmDf/3rX8Ix9e7dWwjUAaSD1Xfv3sXNmzeRk5ODOXPm4Pfff0fHjh2hr6+P+Ph4oe/K2r1y5Uql/lCpUiWsWrUK7u7uyMnJwYkTJ3Dz5k04OTnBxMQEMTEx8PPzQ2ZmJiwtLRETE1Ps4yiKpaUlwsPD4ezsjF69eqFu3bp4+/Ytzp07JwTR6OrqwsvLS+n8jR07ViglEhISgp49e6JHjx6oUaMGUlNTER4ejuDgYCEYpeBvWrAPfSqy/S5duhRHjhyBg4MDtLW1ER4ejitXrggZfbp166aURacoOjo62LhxI0aNGoX09HSEhobC2dkZjo6OsLKyQm5uLkJDQ3Hjxg3hPFhbWysMnMuzsLBAamoqRCIRJkyYAEdHR+Tm5mLatGklatfNmzcVArouXLhQ7IwehTEwMED37t1x+vRpIaCievXq6NChw0dtFwBatGiB2bNn4z//+Q/y8/OxfPly/Pnnn3BwcIChoSHi4+Ph5+cnBMZZWlrixx9/FNYfPXo0fH19IZFIEBMTg549e8LJyQkWFhbIyMhAVFQUgoKChMw98n2xqIweXzIHBwdMmTIF27dvByC9T/n6+sLR0RFmZmZ4/fo1AgICEBcXJ6wzevRodOnSRWE7n+pa1tTURL9+/bBjxw6hz+jo6MDZ2bnYxygr+eXj4yMEjlpYWKB169bF3kZhunXrhtq1ayMuLg4ZGRkYPnw4evToAWtra7x//x5BQUGIioqChoYGnJ2dFTJEyfvxxx9x7do1ZGZmIiwsDD179oSjoyPq1q0LPT09xMfH4+LFi3j79i0AaVDLpEmThPU7duwIa2trPH78GBKJBNOnT0enTp3QpEkT6OrqIiEhAZcuXRL6qrrnIyAN/Lt16xZiYmLw+PFj9OnTBz169ICVlRXS09Nx5coVoZxZxYoVhaCngpnwKlasiI0bN2L06NHIyMhAZGQkevfuja5du8LGxgY5OTmIiIhQyM5jbm5e6P2NiIiIiIiIvh4MmCEiIiIi+ow6duyI+fPnY926dcjLy8Pr16+V3nxu0KABNm/eDC8vrw/ej7OzMzZv3ozU1FSkpKQIg4z6+volDpjx8PDA6dOnERkZiTNnzghlQmQqV66MX375BQ4ODh/U1qFDh6Jy5cpYsmQJUlJSkJKSopAhQN7gwYOxdOlSIdNASS1atAgikQjHjx8HADx69EghGEdGW1sb06ZNUxjok+nYsSPq1KmD2NhY5OTk4PfffwcgzZ7Spk0b1K5dG15eXpgzZw6ys7MhEomE7C/yNDQ04ObmhqZNm2Lx4sUAoDKzUP369XHw4EFMnz4d0dHRSE1NxbFjx5SWq1y5MlauXIkePXqU7KQAGDJkCP7++28EBwcjNzcXCxcuxJEjR4RMGBUqVMDOnTuxbNkyHD16FBKJBJGRkYiMjFTalqGhIZYvX17oQHH79u2xe/dufP/990hOTkZiYqLSNVCnTh1s3LixVDIryGzZsgXTp09HTEyM8PvLMzU1xYYNG9CmTRuleX369EFkZCS8vb0BAG/evFFZMkpPTw8//vgjwsPDhd8oPDxcqTTVp2JnZ4eWLVtix44diIiIUNmfRo0ahYULF37QNWRjY4NDhw7Bw8MDT548QVZWFnx9fVUu279/fyxduhT6+voq5w8bNkzo9yEhIUL5mVGjRsHQ0LDEbSttAwYMwOnTp4XPffv2LXa5uaJMmjQJlSpVwtq1a5GdnY2oqCih7JO8li1bYuPGjQrno1WrVli0aBFWrlyJvLw8pKenq7wfVKhQAe7u7tDU1BSyRkVERCgFkHxNZs2ahWrVqsHLywtZWVl49eqVymxKWlpamDhxImbPnq0071Ney66urtixY4fw2dHRsUTBi4C0LJOPj4/wuX///h/8vJOno6OD7du3C5mhcnNzcfbsWYXAGF1dXfz0008wMTEpNGCmbt268Pb2hoeHB968eYPs7GylvwlkGjdujF9++UWhJJaWlhY2b96M8ePHCyWUAgMDhVJx8tq0aYPZs2dj1KhRAFQ/Hw0NDbF7925MmTIFjx49QnZ2ttLzVktLC3PnzoW/vz+Cg4OF81FQkyZN8Oeff2LWrFl4+vQpxGIx/P39VWbBsbOzw4YNGxSOjYiIiIiIiL5ODJghIiIiIvrMxo0bh06dOmHfvn0ICgpCYmIi9PT0UK9ePbi4uGDYsGFCOZAPZWpqioMHD2LDhg0IDg5GWloa9PX1lcodFUe1atVw+PBhHDhwACdOnMCzZ88gkUhQr149dO/eHSNHjvzoQSNnZ2d06tQJR44cwdWrV/H48WOkpKRAW1sbNWvWROvWrTF06FCVpV1KQltbGz///DOGDBkCHx8f3L17FwkJCcjJyUGVKlVQq1YtODg4KJRnKKhixYrYt28f1q9fj2vXriElJQW6urpCCQ4A6NmzJ06cOIE9e/bg+vXrePHiBfLy8qCvr486derA1tYWgwcPRuPGjZGYmAhNTU3k5+fD398fCxcuFMpyyDRo0AAnT57EyZMn4efnhwcPHuDdu3fQ0dGBpaUlunbtipEjR5Y4w4+MhoYGli1bBldXV4jFYkRERGD37t2YOHGisIyOjg5WrlyJMWPG4OjRo7h58yZevXqFjIwMGBgYwMrKCl26dMGQIUOK7A+tW7fG2bNnsW/fPly4cAHPnj0DIM2m0KtXL4wbN07IhlJaatWqhWPHjuG///0vzp49i7i4OFSoUAGWlpZwcnLCyJEjFcptFTRnzhw4ODjg4MGDuHv3Lt68eQMNDQ0YGhqiQYMGaNu2Ldzc3FC9enX4+voKg+w+Pj6lGvhTFE9PTzg4OGDPnj0IDQ1FWloaTE1NYW9vjxEjRqBly5YftX0rKyucOHECvr6+8Pf3x/3794VsErVq1ULbtm0xaNAg2NnZqd3OsGHDoK2tjX379uHZs2cQi8UwMTHBy5cvv4iAmU6dOsHU1BRJSUkASqcsjrxRo0ahR48eOHDgAAIDAxEfH4/09HQYGhqiefPm6NevH1xcXISgtYLr2tnZ4Y8//sDt27eRmJgIiUSCKlWqwNLSEnZ2dhg2bBjq1KmDe/fuCQEzJ06cwNSpU0slAKOsjBkzBi4uLjh06BCuXbuGmJgYpKamQldXF7Vr10a7du0wbNgwtYEtn+pabtCgAZo1a4bw8HAAH9Zn2rVrBzMzMyHrVf/+/Uu8jcJYW1vjzJkzOHjwIM6dO4fo6GiIRCLUqFEDnTp1wqhRo1C/fn2lUoEFtWnTBmfPnsXRo0eFDC4pKSnQ0tKCiYkJmjZtCicnp0L7b7169eDj44N9+/bh4sWLePbsGbKysqCnp4eaNWuicePGQnYXDQ0N1K9fH9HR0YiNjUVISAhatWqlsD3Zvf3YsWM4ffo0Hj9+jLS0NBgbG6N9+/YYN24cGjdurBDcV/AZK9OwYUOcPHkSZ86cwblz5xAeHo63b98iPz8fJiYmaN68Ofr27YsePXqUWgAdERERERERlS0NiSzPLBERERER0f9s3rxZGGRdvXo1Bg0aVMYtIiJV4uPj0b17dwCAvb29UrYeIvp6ZGZm4ptvvkFmZiZatmyJQ4cOlXWT/jFcXFyEMpLXr19ndhgiIiIiIiICwAwzREREREREREREZc7f3x+ZmZkApOWZqHB37txBeHg4LC0t0bx5c7UBMJmZmUhISAAAGBkZMViGiIiIiIiIBAyYISIiIiIiIiIiKmMHDx4EIC0Z1Ldv3zJuzZft5cuXWLVqFQBpibfly5cXuuzhw4eFsolt2rT5LO0jIiIiIiKirwML7hIREREREREREX1Gubm5yM7OBiDNgLJmzRqEhoYCAAYMGAADA4OybN4Xz97eHpqa0v/W/Pvvv3H9+nWVy/n7+8PLywsAoKGhgTFjxny2NhIREREREdGXjxlmiIiIiIiIiIiIPqPs7Gy0a9cOhoaGSEtLg1gsBgAYGBhg6tSpZdy6L1/16tUxYsQI7N+/Hzk5Ofjuu+/Qtm1bNG3aFEZGRnjz5g1CQ0MREREhrDN69Gi0b9++DFtNREREREREXxoGzBAREREREREREX1GBgYGqFSpEt6+fSt8p6WlhRUrVsDMzKwMW/b1+OmnnyAWi3H48GEAwO3bt3H79m2l5TQ1NTFjxgwGIhEREREREZESBswQERERERERERF9Zj169IC/vz/y8/PRtGlTTJ06FR07dizrZn01KlSogBUrVsDNzQ1Hjx5FSEgI4uPjIRKJYGxsjBo1aqBTp04YOHAgateuXdbNJSIiIiIioi+QhkQikZR1I4iIiIiIiIiIiIiIiIiIiIiIPhfNsm4AEREREREREREREREREREREdHnxIAZIiIiIiIiIiIiIiIiIiIiIipXGDBDREREREREREREREREREREROUKA2aIiIiIiIiIiIiIiIiIiIiIqFxhwAwRERERERERERERERERERERlSsVyroBZeH69evYt28f7t27h5SUFOjr68PGxgYDBw5E//79oampOo5ILBbj4MGDOHHiBJ4+fQqJRAJzc3P06NED48aNg5GR0Wc+EiIiIiIiIiIiIiIiIiIiIiIqKQ2JRCIp60Z8TmvWrMGuXbsKnd+pUyds3boVFStWVPg+JycHEydOxK1bt1SuV716dfz+++9o2LBhqbaXiIiIiIiIiIiIiIiIiIiIiEpXuQqYOXLkCP71r38BAFq2bIlZs2bB2toar169wu7du3Hq1CkAwODBg7Fq1SqFdX/44QecPn0a2tramD59Ovr27QsdHR1cuXIF69atQ2pqKszNzXHq1ClUqlSp1Nuen5+PrKwsAECFChWgoaFR6vsgIiIiIiIiIiIiIiIiIioLEokEubm5AAA9Pb1Cq4IQEZWWchUw07NnT8TGxqJhw4b466+/oKurqzDf09MTp06dgoaGBq5cuQIzMzMAwP379zFkyBAAwNKlSzFixAiF9R48eAA3NzeIxWLMnj0bU6ZMKfW2Z2Rk4OHDh6W+XSIiIiIiIiIiIiIiIiKiL4mNjQ309fXLuhlE9A9XbsLyUlJSEBsbCwDo37+/UrAMACEQRiKRICwsTPh+9+7dAAALCwu4ubkprdekSRO4uroCkGaxISIiIiIiIiIiIiIiIiIiIqIvV4WybsDnIp+yS5bKqyBtbW2l5SUSCQICAgAAjo6O0NLSUrlu9+7dceTIEcTHx+Phw4ewsbEpraYDkJZhkrGxsVFoKxERERERERERERERERHR10wsFgsVN+THRomIPpVyc6epUqUKLC0tERMTg9OnT2PChAnQ0dFRWObo0aMApIEzzZs3BwDEx8cjLS0NANC0adNCt9+kSRNhOjw8vNQDZjQ0NIRpbW1tpbYTEREREREREREREREREf0TyI+NEhF9KuWmJBMAeHp6QlNTE48fP8a4ceNw48YNvH37Fg8fPsSiRYtw6NAhAMDUqVNRvXp1AEBCQoKwvoWFRaHbNjU1FbK+xMfHf8KjICIiIiIiIiIiIiIiIiIiIqKPUW4yzACAk5MTtmzZgrVr1yI4OBjffvutwvyaNWti1qxZcHV1Fb5LTk4WpqtUqVLotjU1NaGvr4+UlBQhIw0RERERERERERERERERERERfXnKVYYZAEhPT0elSpVUznv79i1CQkLw7t074bucnBxhumLFimq3raurq7QOEREREREREREREREREREREX1ZylWGmX//+9/4448/AAAjRozAmDFjULt2bSQnJ+PcuXPYsGEDDh06hODgYOzduxcmJibQ0tIq41YTERERERERERERERERERERUWkqNxlmgoKChGAZT09PLF26FA0aNICOjg7MzMwwZswY7N+/H5UqVcLTp0+xfv16AICenp6wjaIyx8jmF5WJhoiIiIiIiIiIiIiIiIiIiIjKTrkJmDl8+DAAoGbNmpgwYYLKZWxsbDB8+HAAgI+PD7KyslClShVh/vv37wvdfn5+PjIyMgAAVatWLa1mExEREREREREREREREREREVEpKzcBMzExMQAAW1tbtWWW7O3tAQC5ubmIjY2FpaWlMO/FixeFrpeUlASxWAxAGpRDRERERERERERERERERERERF+mchMwIwtmEYlExV5HJBKhevXqMDIyAgA8ePCg0GUjIiKE6SZNmnxgK4mIiIiIiIiIiIiIiIiIiIjoUys3ATP16tUDAISEhKgNmgkODgYAVKhQAXXr1gUAdOnSBQBw+fJlSCQSletdvHgRAGBqagobG5tSazcRERERERERERERERERERERla5yEzDTu3dvAEBKSgp++eUXlcs8efIEBw4cAAB07twZVapUAQAMHDgQABAdHS3Ml/fgwQP8/fffAIBvv/0WGhoapd5+IiIiIiIiIiIiIiIiIiIiIiodWkuXLl1a1o34HKysrBAcHIz4+HiEhoYiKioKpqam0NPTw9u3b+Hj44N5eCFGNgAAIABJREFU8+YhPT0dlStXxsaNG1G1alUAQO3atfHgwQM8e/YMgYGBEIlEsLCwgEgkwpkzZzB37lxkZmbCwsICK1euhI6OTqm3Py8vD69fvwYAmJmZQUtLq9T3QURERERERERERERERERUFjgeSkSfm4aksBpD/0BpaWnw8PBAUFBQocuYmJhg06ZNaN26tcL3qampmDBhAu7fv1/oegcOHBDKOJU2kUgk7Lt58+afJCiHiIiIiIiIiIiIiIiIiKgscDyUiD63chUwAwD5+fk4d+4c/v77b4SHhyMlJQUVK1aEpaUlunXrhlGjRsHQ0FDlumKxGAcPHsTJkyfx9OlTiEQimJubw9HREZMmTUK1atU+Wbv5gCAiIiIiIiIiIiIiIiKifyqOhxLR51buAma+VnxAEBEREREREREREREREdE/FcdDiehz0yzrBhARERERERERERERERERERERfU4MmCEiIiIiIiIiIiIiIiIiIiKicoUBM0RERERERERERERERERERERUrjBghoiIiIiIiIiIiIiIiIiIiIjKFQbMEBEREREREREREREREREREVG5woAZIiIiIiIiIiIiIiIiIiIiIipXGDBDREREREREREREREREREREROUKA2aIiIiIiIiIiIiI/o+9u4/Ssq7zB/6eYYZnAUV8gvODdBMEHDXNsgcRZVNWV8E2rVURUlhwXaNstxCljkayq6ZtZpYJZCkhPhdalApSKmRZokAbmDwZQiKKsA3IzO8PD/dKMAJyz4xxvV7ncM73vr5Pnwv+5H0+FwAAAIUiMAMAAAAAAAAAQKEIzAAAAAAAAAAAUCgCMwAAAAAAAAAAFIrADAAAAAAAAAAAhVLV3AVQfgt6HVbW8w5buKCs5wEAAAAAAAAANCcdZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKpaq5C2gqX/ziF3Pvvffu0p7bbrstH/jAB0q/N23alClTpuSBBx7I4sWLU19fn65du2bAgAEZNmxYOnXqVO6yAQAAAAAAAAAos8IEZt6Jdu3alca1tbW58MILM3fu3K3WLFq0KIsWLco999yTW2+9NYceemhTlwkAAAAAAAAAwC4oTGDmyiuvzBVXXPG2a5544olcfPHFqa+vz4gRI9K3b9/S3JgxYzJ37txUV1fn4osvzmmnnZaWLVtm1qxZueaaa7Jq1aqMHDkyP/7xj9O2bdvGfh0AAAAAAAAAAN6hyuYuoKm0bNky7dq1a/DP+vXrc/nll6e+vj7HHntsPvvZz5b2zps3L9OnT0+SjB07NiNHjky3bt2y33775ROf+EQmT56c6urqrFixIrfddltzvSIAAAAAAAAAADuhMIGZHbn88svzyiuvpF27dvmv//qvVFb+31/NpEmTkiTdunXLWWedtc3e3r17Z9CgQUmSadOmNU3BAAAAAAAAAAC8IwIzSR588MHMmjUrSXLppZfmwAMPLM3V19dn9uzZSZL+/funRYsW2z3jpJNOSpIsX748CxcubOSKAQAAAAAAAAB4pwofmKmtrc0111yTJDn00EPzyU9+cqv55cuX57XXXkuS9OnTp8FzevfuXRo/++yzjVApAAAAAAAAAADlUPjAzB133JEXX3wxSfL5z39+mw4yK1asKI27devW4DldunRJdXV1kjdDNgAAAAAAAAAAvDsVOjDzxhtvZPLkyUne7BDTr1+/bda88sorpXGHDh0aPKuysjLt2rVLklJHGgAAAAAAAAAA3n0KHZh58MEHs3LlyiTJiBEjtrumtra2NG7duvXbnteqVatt9gAAAAAAAAAA8O5S6MDMlu4yPXr0yMknn7zdNX/9iSYAAAAAAAAAAP62FTYw88c//jHPPfdckmTQoEGprNz+X0WbNm1K4x11jtkyv6NONAAAAAAAAAAANJ/CBmZmzJhRGp966qkNruvQoUNpvG7dugbX1dXVZf369UmSvffeuwwVAgAAAAAAAADQGAofmDn88MPz//7f/2twXY8ePUrjF198scF1q1evzqZNm5IkBx54YHmKBAAAAAAAAACg7AoZmFmzZk3pc0x///d//7Zr99tvv3Tq1ClJMn/+/AbXbTkvSXr37l2GKgEAAAAAAAAAaAyFDMz85je/SX19fZKkpqZmh+v79euXJJk5c2Zp31975JFHkiRdunRJr169ylQpAAAAAAAAAADlVsjAzJZuMBUVFTn88MN3uH7w4MFJkueffz533HHHNvPz58/PfffdlyQ5//zzU1FRUcZqAQAAAAAAAAAop0IGZhYvXpwk6dy5c9q3b7/D9ccdd1xOPPHEJMn48eNz/fXXZ9myZVm9enXuuuuuDBs2LJs2bUq3bt3yqU99qlFrBwAAAAAAAABg91Q1dwHNYcWKFUmSvfbaa6f3TJgwIRdccEHmzZuXm2++OTfffPNW8/vuu28mTpy4UwEcAAAAAAAAAACaTyEDM+vWrUuSdOjQYaf3dOzYMVOmTMmUKVPyox/9KIsXL87GjRvTtWvX9O/fP8OHD0/nzp0bq2QAAAAAAAAAAMqkkIGZGTNmvKN91dXVGTJkSIYMGVLmigAAAAAAAAAAaCqVzV0AAAAAAAAAAAA0JYEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFCqmruA5vD666/ntttuy89//vMsXbo0tbW1Oeigg9KvX79ccMEF2X///Rvcu2HDhkyaNCk/+clPsnTp0rRo0SLdu3fPwIEDM2TIkLRu3boJ3wQAAAAAAAAAgF1VuMDMwoULM3z48KxatWqr5y+88EJeeOGF3H///bnllltSU1Ozzd5XXnkl55xzThYvXrzV8/nz52f+/Pm59957M3ny5LcN3AAAAAAAAAAA0LwK9Umm1atX5/zzz8+qVauy1157Zdy4cXnkkUcyY8aMjBkzJm3atMnatWvzr//6r3n99de32ltXV5dRo0Zl8eLFadeuXb70pS/lsccey6OPPpp///d/T6tWrfL888/n4osvTl1dXTO9IQAAAAAAAAAAO1KowMyECROydu3atG3bNpMmTco555yTrl27pnv37hk6dGhuuOGGJMmqVaty//33b7V3xowZefrpp5MkN9xwQ/75n/85+++/fw466KBceOGF+e///u8kyTPPPJPp06c37YsBAAAAAAAAALDTChOY+fOf/5yHHnooSTJq1Kgcfvjh26w54YQT0qNHj1RXV+e5557bam7SpElJkve///05/vjjt7v3Qx/6UJLkzjvvLHf5AAAAAAAAAACUSVVzF9BUfvrTn2bz5s1p06ZNzj333AbXPfDAA2nVqtVWz9auXZvf/e53SZKTTjqpwb0nnXRSHn/88Tz11FN59dVX07Fjx/IUDwAAAAAAAABA2RSmw8wzzzyTJDn88MPTtm3breY2bdpUGv91WCZJFi5cmPr6+iRJnz59GrzjsMMOS5LU1dVl/vz5u10zAAAAAAAAAADlV5gOM3/4wx+SJD169EiSPPzww/nBD36Q3/72t9mwYUO6dOmSAQMGZNSoUdl///232rtixYrSuFu3bg3e0bVr19J4+fLlZaweAAAAAAAAAIByKUyHmVWrViVJOnbsmHHjxuWiiy7K448/ng0bNiRJVq9enSlTpuT000/P008/vdXeV155pTTu0KFDg3e0b9++NH7ttdfKWT4AAAAAAAAAAGVSmMDM+vXrkyT33Xdfpk6dmmOOOSa33357nnnmmTzxxBMZN25c2rZtm7Vr1+aiiy4qBWySpLa2tjRu3bp1g3e8de6tewAAAAAAAAAAePcoTGDmL3/5S5I3O8l84AMfyOTJk3PMMcekVatW2WeffXLOOefkO9/5TiorK7NmzZp85zvfKe1t0aJFc5UNAAAAAAAAAECZFSYw89buL1/84hdTXV29zZr3v//96devX5JkxowZpedt2rQpjd+uc8yWUM5f3wcAAAAAAAAAwLtHYQIz7dq1S5Lstdde6d27d4Prjj322CTJSy+9lNdffz1J0qFDh9L8lmfbs27dutJ477333q16AQAAAAAAAABoHIUJzHTr1i1J0qpVq7dd1759+9J4S8eYHj16lJ6tWLGiwb0vvvhiaXzggQe+kzIBAAAAAAAAAGhkhQnMHHbYYUmSNWvWvG2XmD//+c9Jkurq6uyzzz5Jkve+972pqKhIkixYsKDBvfPnz0+SVFRUpFevXmWpGwAAAAAAAACA8ipMYOaEE05IktTV1eXnP/95g+t++ctfJklqampSWfnmX0/79u1z9NFHJ0keeeSRBvdumaupqUmnTp3KUTYAAAAAAAAAAGVWmMDMhz/84XTt2jVJcv3115c6ybzVT37ykzz11FNJksGDB281N2jQoCTJL37xi8ycOXObvTNnzszjjz+eJBk6dGgZKwcAAAAAAAAAoJwKE5ipqqrKlVdemcrKyqxcuTJnnXVW7r///rz00ktZsWJFbr755nz+859Pkhx55JE588wzt9p/5plnpnfv3kmSz3zmM5k4cWJWrlyZlStXZuLEifnMZz6TJDniiCNyyimnNO3LAQAAAAAAAACw0yrq6+vrm7uIpjR9+vRcdtll+ctf/rLd+T59+uSmm27KAQccsM3cihUrcv7552fZsmXb3fue97wnd9xxR/bZZ5+y1pwkGzduzLx585Ikhx9+eFq2bNng2gW9Divr3YctXFDW8wAAAAAAAADealf+PxSgHKqau4Cmduqpp+aoo47KpEmT8thjj2XlypVp1apV3vOe9+T000/Pxz/+8bRu3Xq7e7t27Zr7778/kydPzk9/+tMsW7YsmzdvTvfu3XPyySdn2LBhadeuXRO/EQAAAAAAAAAAu6JwHWb+VukwAwAAAAAAAOypdJgBmlplcxcAAAAAAAAAAABNSWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAoFIEZAAAAAAAAAAAKRWAGAAAAAAAAAIBCEZgBAAAAAAAAAKBQBGYAAAAAAAAAACgUgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACqWquQsAAAAAAAAAAEiSHl+c3twlNKoXJpza6HeMHTs2d911V5JkzJgxGTp0aKPddcEFF+QXv/hFkmSvvfbKU0891Wh3lZsOMwAAAAAAAAAA7LInn3yyNF63bl1mzpzZfMXsIoEZAAAAAAAAAAB2yQ9+8IO88cYbSZKWLVsmSW644YbmLGmXCMwAAAAAAAAAALBLvve97yVJOnbsmKOOOipJsnDhwqxdu7Y5y9ppAjMAAAAAAAAAAOy01atXZ+nSpUmSI488MhdeeGGSpL6+Ptdcc01zlrbTBGYAAAAAAAAAAApiyZIlGTJkSGpqatKzZ8/06tUrxx13XCZPnpwk6dmzZ3r27Fn6vT3XXXddafzpT386xx9/fNq0aZMkefDBBxuz/LIRmAEAAAAAAAAAKICZM2fmlFNOyZw5c1JbW5vkza4wa9asydVXX52RI0fu1DkzZsxIkrRp0yYf/OAHkyTHH398kmTDhg2ZPn16I1RfXgIzAAAAAAAAAAB7uJdffjmjRo1KXV1dkmTAgAGZNm1a7rnnnpx22mmpqKjIo48+usNzZs+enfXr1ydJTjjhhNLz0aNHl8bf/OY3y1t8IxCYAQAAAAAAAADYw11yySWlsMzll1+eb37zm6mpqUmfPn1y3XXX5frrr9+pc77xjW+Uxp/97GdL44MPPjj77rtvkmTx4sV56aWXylh9+QnMAAAAAAAAAADs4Z5++ukkSbdu3XLeeedtMz9w4MD07dv3bc/YuHFj5s2blyTZf//90717963mBw8eXBr/53/+5+6W3KiqmruApvaVr3wl3//+93e47oorrsi555671bNNmzZlypQpeeCBB7J48eLU19ena9euGTBgQIYNG5ZOnTo1VtkAAAAAAAAAAO/IY489ls2bNydJPvaxjzW47uyzz86zzz7b4Py3v/3tUpeaM888c5v5UaNG5bvf/W7q6+vz85//fDerblyFC8w899xz72hfbW1tLrzwwsydO3er54sWLcqiRYtyzz335NZbb82hhx5ajjIBAAAAAAAAAMrirVmJI488ssF1H/7wh9/2nDvvvLM0fu9735uf/exn26zZb7/98tJLL6W2tjZ33nlnzjrrrHdQceMrVGCmrq4uCxcuTJJ86UtfyhlnnNHg2pYtW271e8yYMZk7d26qq6tz8cUX57TTTkvLli0za9asXHPNNVm1alVGjhyZH//4x2nbtm2jvsffsm+OfKRsZ/3rzSeW7SwAAAAAAAAA2FOtWrWqNO7YsWOD6zp37tzg3PPPP7/VOZ/73Od2eO8tt9zyrg3MVDZ3AU3pj3/8YzZs2JAkOfroo9OuXbsG/1RXV5f2zZs3L9OnT0+SjB07NiNHjky3bt2y33775ROf+EQmT56c6urqrFixIrfddluzvBsAAAAAAAAAwPa0b9++NH7llVcaXPd2c9dee+0u37t06dIsW7Zsl/c1hUIFZra0GGrbtm3+7u/+bqf3TZo0KUnSrVu37SafevfunUGDBiVJpk2bVoZKAQAAAAAAAADKo6ampjT+3e9+1+C6J598ssG52bNnJ0latGiRBQsW5Pe//32Df0488f++GHP11VeX4Q3Kr1CBmfnz5yd5M+DSokWLndpTX19f+kfv379/g/tOOumkJMny5ctLn30CAAAAAAAAAGhu/fv3T0VFRZLk4YcfbnDd3Xffvd3n9957bzZu3JgkOfLII1NZ+fZxk89//vOl8WOPPbar5TaJQgVmtnSYOeyww3LnnXfm3HPPzdFHH52ampoMHDgw11577TbthZYvX57XXnstSdKnT58Gz+7du3dp/OyzzzZC9QAAAAAAAAAAu66qqipHHHFEkjc/k7S9YMycOXPyq1/9arv7v/vd75bGo0aN2uF9hxxySPbff/8kyaZNmzJ58uR3UHXjKkxgpr6+vtRh5oc//GGuuOKK/OpXv8rrr7+e2traPP/887nlllvyD//wD/ntb39b2rdixYrSuFu3bg2e36VLl1RXVyd5M2QDAAAAAAAAAPBu8fWvf73UGeayyy7L6NGj88wzz2ThwoUZN25chg4dutX6LR1pXnvttSxatChJ0qZNm3z0ox/dqfs++clPlsYCM81oyZIlef3115Mkb7zxRs4+++zcfffdefLJJ/OjH/0oI0aMSFVVVdasWZMRI0Zk2bJlSbJVx5kOHTo0eH5lZWXatWuXJKWONAAAAAAAAAAA7wYHHHBAvva1r5WCMA899FA+8YlP5IwzzsjUqVNTV1eXQw45pLR+S9OQ66+/vvTshBNO2On7RowYUQro/OlPf8of/vCHMrxF+RQmMPPSSy/lgAMOSGVlZSZMmJArr7wyffv2zd57751DDz00l156aekf+dVXX80111yTJKmtrS2d0bp167e9o1WrVtvsAQAAAAAAAAB4Nxg4cGCmT5+evn37pqqqKsmbnWQ6d+6cq666KkOGDCmt3dI0ZPr06aVnl1xyyU7fVVVVlfe9732l3xMmTNjd8suqqrkLaCof+MAHMmvWrGzcuDEtW7bc7pqPfexj6d+/fx599NH87Gc/y6uvvpoWLVo0caV7thNn/msZT1tQxrOSBb0OK9tZhy0sb20AAAAAAAAARfDChFObu4S/eePHj8/48eMbnD/kkENy9913b3fupptuKo179OiRJJk7d+47ruX2229/x3sbW2E6zGzRUFhmi5NOOilJUldXl2effTZt2rQpze2oc8yW+R11ogEAAAAAAAAAaEoDBw7Mxz/+8UydOrXBNW8Nx/Tp06cpymo2hekws7MOPPDA0njNmjXZf//9S7/XrVvX4L66urqsX78+SbL33ns3XoEAAAAAAAAAALto9erVWbduXZYsWZKzzz57m/nFixdnzpw5SZIuXbqUPtm0pypch5n6+vq3nd+0aVNp3KZNm1KLoSR58cUXG9y3evXq0t63hm4AAAAAAAAAAJrbiSeemOTNZiH9+vXL1KlTs3jx4sydOzdf+cpXcsYZZ6Suri5JctVVVzVnqU1iz44DvcWll16aX/ziF2nfvn0efvjhBtctWrSoNH7Pe96T/fbbL506dcratWszf/78/OM//uN29z333HOlce/evctXOAAAAAAAAADAbvrqV7+aX//611m+fHlWrlyZcePGbXfdqFGj0r9//yaurukVpsNMhw4dsnbt2ixfvnyrUMxb1dfXZ/r06UmSrl275uCDD06S9OvXL0kyc+bMBjvUPPLII0nebEvUq1evcpcPAAAAAAAAAPCOVVVV5eGHH86oUaOy7777prLyzchIRUVFWrVqlWOOOSbTpk3L6NGjm7nSplGYwMxbO8OMHz9+u8GXW265JQsWLEiSXHDBBamoqEiSDB48OEny/PPP54477thm3/z583PfffclSc4///zSPgAAAAAAAACAd5PRo0fnl7/8ZRYsWJDf//73WbhwYZ555pncfvvtqampae7ymkxhAjPve9/7ctpppyVJHn/88Zx//vmZO3du1qxZk4ULF+aKK67IddddlyQ59thj86lPfaq097jjjit9y2v8+PG5/vrrs2zZsqxevTp33XVXhg0blk2bNqVbt25b7QMAAAAAAAAA4N2nqrkLaErjx4/P+vXr8+ijj2bOnDmZM2fONms+9KEP5Rvf+Eap9dAWEyZMyAUXXJB58+bl5ptvzs0337zV/L777puJEyemffv2jfoOAAAAAAAAAADsnkIFZlq3bp1vfetbmTFjRu6+++7Mmzcv69atS8eOHdOrV68MHjw4p5566nY/qdSxY8dMmTIlU6ZMyY9+9KMsXrw4GzduTNeuXdO/f/8MHz48nTt3boa3AgAAAAAAAABgVxQqMJMkFRUVOfnkk3PyySfv8t7q6uoMGTIkQ4YMaYTKAAAAAAAAAABoCpU7XgIAAAAAAAAAAHswlEgyAAAgAElEQVQOgRkAAAAAAAAAAApFYAYAAAAAAAAAgEIRmAEAAAAAAAAAoFAEZgAAAAAAAAAAKBSBGQAAAAAAAAAACkVgBgAAAAAAAACAQhGYAQAAAAAAAACgUARmAAAAAAAAAAAolKrmLgAAAAAAAAAAIEny5Y7NXUHj+vKrjX7F2LFjc9dddyVJxowZk6FDh5bl3GOOOSbr1q172zWVlZVp3759jjvuuHzuc59Ljx49ynJ3Y9BhBgAAAAAAAACA3VZXV5fXXnstP/3pT3PKKadkwoQJzV1Sg3SYAQAAAAAAAABgp7Ro0SKzZs3a6tnmzZvz8ssv59lnn80DDzyQp556KvX19Zk0aVIqKiryhS98oZmqbZjADAAAAAAAAAAAO61Lly7bPDvggAPSp0+fnH322Zk9e3ZGjBiRurq6TJw4Mf369csHP/jBZqi0YT7JBAAAAAAAAABA2Xz0ox/Nf/zHf5R+jx07thmr2T6BGQAAAAAAAACAgliyZEmGDBmSmpqa9OzZM7169cpxxx2XyZMnJ0l69uyZnj17ln6/U8OGDUunTp2SJMuXL8+SJUt2s/LyEpgBAAAAAAAAACiAmTNn5pRTTsmcOXNSW1ubJKmvr8+aNWty9dVXZ+TIkWW9r3///qXxD3/4w7KevbsEZgAAAAAAAAAA9nAvv/xyRo0albq6uiTJgAEDMm3atNxzzz057bTTUlFRkUcffbSsd/br1680njNnTlnP3l1VzV0AAAAAAAAAAACN65JLLimFZS6//PKcd955pbnrrrsuAwYMyOjRo8t6Z01NTWm8du3asp69u3SYAQAAAAAAAADYwz399NNJkm7dum0Vltli4MCB6du3b1nv7Ny5c2m8YcOGsp69uwRmAAAAAAAAAAD2YI899lg2b96cJPnYxz7W4Lqzzz67rPeuX7++rOeVk8AMAAAAAAAAAMAe7LnnniuNjzzyyAbXffjDHy7rvStXriyN27RpU9azd5fADAAAAAAAAADAHmzVqlWlcceOHRtc99ZPKJXDb3/729L4gAMOKOvZu0tgBgAAAAAAAABgD9a+ffvS+JVXXmlw3dvNvROPPfZYaXzssceW9ezdJTADAAAAAAAAALAHq6mpKY1/97vfNbjuySefLOu9bz3v3HPPLevZu0tgBgAAAAAAAABgD9a/f/9UVFQkSR5++OEG1919991lu/PGG2/MX/7ylyTJwQcfnC5dupTt7HIQmAEAAAAAAAAA2INVVVXliCOOSJIsXbp0u8GYOXPm5Fe/+lVZ7ps5c2ZuvPHG0u9rr722LOeWU1VzFwAAAAAAAAAAQOP6+te/nv79+6euri6XXXZZZs+enU9/+tNp2bJl7rjjjkybNm2r9Vs60mzP6tWrt/q9cePGrFq1Kk899VQefPDBzJ8/vzQ3fPjw9OnTp7wvUwYCMwAAAAAAAAAAe7gDDjggX/va1/LZz3429fX1eeihh/LQQw9tteaQQw7J4sWLkyTV1dXbPWfz5s35yEc+ssP7KioqMnLkyIwePXr3i28EPskEAAAAAAAAAFAAAwcOzPTp09O3b99UVb3ZY6WioiKdO3fOVVddlSFDhpTWtmvXbpfPr6qqyr777pvTTz89s2fPfteGZRIdZgAAAAAAAACAd4svv9rcFfzNGz9+fMaPH9/g/CGHHJK77757u3M33XRTadyjR4+t5p566qmy1PduocMMAAAAAAAAAMAebuDAgfn4xz+eqVOnNrhm7ty5pXGfPn2aoqxm0yQdZu67774kyemnn57Kyh1ndDZs2JCJEyfmtddey2WXXdbY5QEAAAAAAAAA7NFWr16ddevWZcmSJTn77LO3mV+8eHHmzJmTJOnSpUvpk017qibpMPPFL34xl112WWpra3dq/ebNm3PjjTfm3nvvbeTKAAAAAAAAAAD2fCeeeGKSZN26denXr1+mTp2axYsXZ+7cufnKV76SM844I3V1dUmSq666qjlLbRJNFgeqr69PRUXFDte98cYb+dnPflYaAwAAAAAAAACwe7761a/m17/+dZYvX56VK1dm3Lhx2103atSo9O/fv4mra3plDczU1dXln/7pn7JgwYKtnm8Jyhx11FE7fVZFRUV69uxZzvIAAAAAAAAAAAqpqqoqDz/8cG644YZMmzYta9asSV1dXSoqKtKyZcscfvjh+cIXvpCamprmLrVJlDUwU1lZmSuvvDJnnXVWqU3PO9W2bdtceumlZaoMAAAAAAAAAIDRo0dn9OjRzV1Gsyv7J5n69u2bb3/72/nzn/9cejZmzJhUVFTky1/+clq2bNng3oqKirRo0SKdOnVK3759s/fee5e7PAAAAAAAAAAACq7sgZkk+ehHP7rV7zFjxiRJTj/99LRp06YxrgQAAAAAAAAAgJ3SKIGZv3bbbbclSVq3bt0U1wEAAAAAAAAAQIOaJDBz7LHHNsU1AAAAAAAAAACwQ00SmHmr+fPnZ/ny5fnf//3f1NfX73D9oEGDmqAqAAAAAAAAAACKoskCM3PmzMm4ceOydOnSnd5TUVEhMAMAAAAAAAAAQFk1SWDm+eefz/Dhw7Np06ad6ioD/J8FvQ4r63mHLVxQ1vMAAAAAAAAA4G9NkwRmbrnllmzcuDFVVVUZOnRoTjjhhHTu3DktW7ZsiusBAAAAAAAAAKCkSQIzTzzxRCoqKnLRRRfloosuaoorAQAAAAAAAABguyqb4pKXX345STJo0KCmuA4AAAAAAAAAABrUJIGZTp06JUlat27dFNcBAAAAAAAAAECDmiQwc/TRRydJfvOb3zTFdQAAAAAAAAAA0KAmCcx8+tOfTmVlZb7+9a9nw4YNTXElAAAAAAAAAABsV1VTXFJTU5Nx48blyiuvzKBBg3LOOefkiCOOyD777JOqqrcv4aCDDmqKEgEAAAAAAACAZnb49w5v7hIa1bzz5zX6HWPHjs1dd92VJBkzZkyGDh3aKPds3Lgx3/zmN/OTn/wkL774YjZu3JgkqaioSHV1dbp3754zzjgjw4cPb5T7d1eTBGZOOumkJEmLFi2ybNmyTJgwYaf2VVRUZP78+Y1ZGgAAAAAAAAAAu+DGG2/MTTfdlM2bN28zV19fn40bN+YPf/hDrr322nzrW9/KDTfckOOPP74ZKm1YkwRmVqxY0RTXAAAAAAAAAADQiEaMGJFZs2aVfh900EEZOHBgPvKRj6Rr16556aWXMnv27DzwwANZuXJl1q9fnxEjRuSmm27KiSee2IyVb61JAjNXX311U1wDAAAAAAAAAEAjGT9+fCks06JFi3zta1/LKaecstWa7t2759hjj82ll16aW265Jddee23q6+tz6aWX5te//nUqKyubo/RtNElgZvDgwU1xDQAAAAAAAAAAjeBPf/pTvv/97ydJKioqcvvtt+eoo4562z3Dhw/Pc889l4ceeigbNmzIrbfemuHDhzdFuTv07ojtAAAAAAAAAADQ6JYsWZIhQ4akpqYmPXv2TK9evXLcccdl8uTJSZKePXumZ8+epd9bfOlLX0p9fX2S5NRTT91hWGaLCRMmpKKiIknyy1/+smzvsbuapMPMu92GDRsyePDgvPDCC7n44ovzb//2b9tdt2nTpkyZMiUPPPBAFi9enPr6+nTt2jUDBgzIsGHD0qlTpyauHAAAAAAAAABg58ycOTOjRo1KXV1d6Vl9fX3WrFmTq6++Ok8++WSDe5944onS+IorrtjpO1u3bp2vfvWrOfLII3PwwQe/s8IbQZMEZoYMGfKO9lVUVOR73/temavZ1oQJE/LCCy+87Zra2tpceOGFmTt37lbPFy1alEWLFuWee+7JrbfemkMPPbQRKwUAAAAAAAAA2HUvv/zyVmGZAQMG5F/+5V/SokWLTJw4MdOnT8+jjz663b3/8z//k40bNyZJ9t13311uKHLmmWfuXvGNoEkCM3Pnzk1FRUWpNc/2bGm/s0V9ff02zxrDzJkzM3Xq1B2uGzNmTObOnZvq6upcfPHFOe2009KyZcvMmjUr11xzTVatWpWRI0fmxz/+cdq2bdvodQMAAAAAAAAA7KxLLrmkFJa5/PLLc95555XmrrvuugwYMCCjR4/e7t7Zs2eXxt27d2/cQptIkwRm3v/+97/tfG1tbdauXZulS5cmSTp27JjzzjsvLVq0aNS61qxZk7Fjx+5w3bx58zJ9+vQkydixY/OpT32qNPf/2bv3KC3Len/874EZRCRABIKYvdXNDmEwPLbMWmUomW7PKeAh0VQSE9u4d5pmWakkaba1lOjguRyQIJXYbk1Aor2W4IEMgUHBPIAHUFQIEgdmfn/44/nKhuGgzzxjPK/XWq118dyf+7rfN7hW/7zXdQ8aNCj9+vXL4MGDs3Tp0txxxx0ZPnx4s2UGAAAAAAAAANhec+bMSZJUV1dvVJbZ4Mgjj8yvfvWrPPXUU5tce/nllwvrbt26NfmMt99+O6tWrdpijq5du25r5GZVksLMnXfeuU1zK1asyPXXX5+77747Tz/9dH7yk580a65vf/vbee211/KlL30pkyZNanLu1ltvTfLufzSDBw/e5HpNTU2OP/74TJgwIRMmTFCYAQAAAAAAAAA+NP74xz9m/fr1SZLDDz+8ybkhQ4ZstjCz4d6tufrqqzNu3LgtzixcuHCb9mpurVo6wHt17tw5V1xxRQ4//PD84Q9/yD333NNsz5owYUKmTp2anj17bvGUmcbGxsLRQgMGDGjy1JvDDjssSbJkyZLU1dUVPzAAAAAAAAAAwPswb968wnrfffdtcu4zn/nMZn9/76kwy5YtK16wFvShKsxscNZZZ6WxsTG//e1vm2X/F154IT/4wQ9SUVGRq6++Ou3bt29ydsmSJVm5cmWSpF+/fk3O1dTUFNaba1sBAAAAAAAAALSE95ZcOnbs2OTcbrvtttnfDzrooML6vZ9n+r++//3vZ+HChZv875Of/OT7SN28PpSFmd133z1J8xzDs379+lx88cVZs2ZNhg4dutE/6uYsXbq0sK6urm5yrmvXrqmqqkrybskGAAAAAAAAAODD4L0HibzxxhtNzjV17YADDkhlZWWS5KWXXsrq1auLG7AFfCgLMy+++GKSZN26dUXf++c//3nmzJmTXr165T//8z+3Ov/e/xg6dOjQ5FyrVq2yyy67JEnhRBoAAAAAAAAAgJbWv3//wvrJJ59scu6RRx5p8toBBxxQWF9zzTXFCdaCPnSFmbVr1+ZHP/pRkmTPPfcs6t5PPfVUxowZk8rKylxzzTXZaaedtinPBm3btt3i7Ib93nsPAAAAAAAAAEBLGjBgQCoqKpIkU6dObXJu4sSJTV678sorC3uMHz8+c+bM2ebnN8eBKR9UZSkecuONN251pr6+Pm+88UamT5+e1157LRUVFTnqqKOKluHtt9/ORRddlPr6+lxwwQXZe++9t+m+1q1bFy0D7GgW9Olb1P361i0o6n4AAAAAAAAAJJWVldlnn33y5z//OS+88EImTpyYE088caOZWbNm5dFHH21yj9133z1nnnlmbr311jQ2Nua0007Lt771rXz5y19u8p4VK1bkoosu2q5yTamUrDCzoWW0NY2NjUmSvffeO6effnrRMlxzzTV59tln84lPfCLDhw/f5vt23nnnwnprJ8dsuL61k2gAAAAAAAAAAErphhtuyIABA9LQ0JBvfetbmTlzZs4666y0adMmd911VyZMmLDR/OZ6Hpdccklef/313HfffVm/fn2uvPLK3HTTTTn88MPz6U9/OnvttVdee+21zJkzJ1OmTEldXV2hB5Js/FmnllaSwkySjf4CNqdVq1bZeeeds/vuu+fwww/P0KFD06ZNm6I8e+bMmfnNb36TnXbaKT/84Q9TWbntr92hQ4fCetWqVU3ONTQ0ZPXq1UmSXXfd9f2HBQAAAAAAAAAosu7du+fHP/5xLrzwwjQ2Nub+++/P/fffv9FMr169snjx4iRJVVXVZve59tpr86lPfSpXXXVV1qxZkxUrVmTcuHEZN25ck8/+2Mc+lu9+97v5/Oc/X7T3+aBKUpipq6srxWOaNGXKlCTvngDzb//2b1ucvfHGGwufkJo6dWr22GOPwrWXXnqpybbT8uXLU19fnyTp0aNHEVIDAAAAAAAAABTPkUcemd69e+fiiy9OXV1d1q1bl4qKinTu3DkjR45MQ0NDvvvd7yZJdtlllyb3OfHEE3PiiScWTqb561//mrfffrtwmEplZWU6d+6c/fffP1/96lfTr1+/krzf9ijZCTP/qLp165ZOnTrlzTffzPz583PMMcdsdm7evHmFdU1NTaniAQAAAAAAAMAOY+4Zc1s6wj+8UaNGZdSoUU1e79WrVyZOnLjZa2PGjCms33vASFNOPfXUnHrqqdud8cOgxQozb731Vl5++eWsWbMm7dq1y8c+9rGNPn9UTFdccUW+853vbHFm//33T5Kce+65Offcc5Mk7dq1S5Iccsghuffee/Pwww/n4osv3ux3uqZNm5Yk6dq1a/r06VPM+AAAAAAAAAAAH8iRRx6Zdu3aZfDgwRkyZMhmZ2bPnl1YfxhPhSmmkhZmGhoaMn78+NTW1uaZZ57Z5Pqee+6ZwYMHZ+jQoWnVqlXRntumTZu0adNmm2arqqo2OVbohBNOyL333ptnn302d911V0477bSNrs+fPz/33HNPkuSMM87YbKEGAAAAAAAAAKClLF++PKtWrcrzzz+/2cLM4sWLM2vWrCTvHhZSWbljf7SoZG/31ltv5fzzz8/jjz9e+GbV//Xss8/mhz/8YR588MHcdNNN2XXXXUsVb4sOPvjgHHrooZk2bVpGjRqVZcuW5aSTTkrbtm0zY8aMXHvttamvr091dXVOOeWUlo4LJFnQp2/R9upbt6BoewEAAAAAAAC0hEMPPTT33ntvVq1alUMOOSRf+9rXcuCBB+b111/Pgw8+mHHjxqWhoSFJcuWVV7Zw2uZXssLM17/+9Tz22GNJkpqamhxxxBHp1atX2rVrl9WrV2fRokV54IEHsmDBgsyZMycXX3xxfvnLX5Yq3laNHj06Z599dubOnZuxY8dm7NixG13v0qVLbrnllrRv376FEgIAAAAAAAAAbN4PfvCDPP7441myZEleeeWVXH755ZudO++88zJgwIASpyu9khRmpkyZklmzZqWioiLf/OY3c+aZZ24yM3DgwAwfPjy33357Ro8enT/96U+ZOnVqDjvssFJE3KqOHTumtrY2tbW1mTx5chYvXpx33nknPXv2zIABAzJs2LDstttuLR0TAAAAAAAAAGATlZWVmTp1aq6//vpMmDAhK1asSENDQyoqKtKmTZt84hOfyDe/+c3079+/paOWREkKM/fdd18qKioyZMiQzZZl3uuMM87Ic889l9ra2kycOLFkhZmFCxdudaaqqipDhw7N0KFDS5AIAAAAAAAAAKC4Ro4cmZEjR7Z0jBbXqhQPmTdvXpLk5JNP3qb5DXN1dXXNlgkAAAAAAAAAgPJUksLMm2++mST52Mc+tk3zPXr0SJK89tprzZYJAAAAAAAAAIDyVJLCTIcOHZIkL7300jbNb5j7yEc+0myZAAAAAAAAAAAoTyUpzPTr1y9J8tvf/nab5u++++4kSd++fZstEwAAAAAAAAAA5akkhZljjjkmjY2Nueuuu1JbW7vF2Q0zFRUVOeaYY0oRDwAAAAAAAACAMlJZioccffTRqa2tzZw5c3LFFVdk4sSJ+eIXv5hevXqlXbt2WbNmTRYvXpwHHngg8+bNS2NjY/bdd98ce+yxpYgHAAAAAAAAAEAZKUlhplWrVrnpppsybNiwzJs3L0899VTmzZu3yVxjY2OSZO+9986YMWNSUVFRingAAAAAAAAAAJSRkhRmkqRz584ZN25cxo8fnwkTJuTpp58uFGSSpKKiIh//+MczZMiQDBkyJFVVVaWKBgAAAAAAAABAGSlZYSZJqqqqcthhh2WfffbJP//zP+fVV1/N3/72t7Rr1y7vvPNOZs2alc9//vPKMgAAAAAAAAAANJtWpXrQ6tWr881vfjMDBw7MmDFj0rFjx/Tu3Tv7779/+vTpkyeeeCI//vGP88UvfjGjRo3K+vXrSxUNAAAAAAAAAIAyUpITZtavX59hw4Zlzpw5aWxszHPPPbfJzLp169K6deusW7cuv/71r7N8+fJcf/31pYgHAAAAAAAAAEAZKckJM3fffXeeeOKJJMnpp5+e2267bZOZc845J4888kjOOOOMJMkDDzyQBx54oBTxAAAAAAAAAAAoIyUpzEyePDkVFRU5/fTTc9lll+WjH/3oZufat2+fSy+9NIMGDUpjY2PGjx9fingAAAAAAAAAAJSRknyS6emnn06SnHzyyds0f+qpp+buu+/OvHnzmjMWAAAAAAAAAPAhsqBP35aO0Kz61i1o9mdcdtll+e1vf5skufTSS3PmmWcWZd+ampqsX7++8Ofvf//729wDOf7447Ngwf9799/85jc58MADi5Lr/SrJCTP19fVJks6dO2/TfPfu3ZMka9asabZMAAAAAAAAAAC8P+PGjdumuXXr1mXhwoXNnGb7laQws6EA88wzz2zT/HPPPZdk2ws2AAAAAAAAAACUzsKFC9PQ0LDVuTvvvHOb5kqtJIWZAw44II2NjRkzZkwaGxu3Ov+LX/wiFRUVOeCAA0qQDgAAAAAAAACAbdGmTZskSUNDwzadMnP33XcnSVq1KklFZZuVJM2Gb1Y98sgjGTFiRJYuXbrZuWXLluUb3/hGpk2bliQ59dRTSxEPAAAAAAAAAIBt0L1791RWVib5f2WYpqxZsyZ//etfkyS9e/du9mzbo7IUD+nfv3+GDRuWX/7yl5k2bVqmT5+ef/3Xf80ee+yRnXfeOX//+9/z4osv5umnny4cw3PaaaflwAMPLEU8AAAAAAAAAICy8Pzzz+c73/lO/vznP2ft2rWpqKjIrrvumnPPPTdnnnlm9tprryTJpZdemjPPPHOze/Tv3z9PPPFE4bNMTZ0ec8stt6SxsTFVVVXZe++9U1dX11yvtd1KUphJkv/4j/9I+/btM2bMmKxduzZPP/10nnnmmcL1DZ9qqqyszLnnnpsRI0aUKhpASS3o07doe/WtW1C0vQAAAAAAAIAd28MPP5zzzjuvcJhJ8m5fY8WKFbn66qvzyCOPbNM+Z511Vp544onCZ5ma+oLQ7373uyTJfvvt98HDF1nJCjMVFRU599xzc8IJJ+QPf/hDHnnkkbz66qt56623svPOO6d79+7Zf//9c9xxx+WjH/1oqWIBAAAAAAAAAOzwXn/99Y3KMgMHDsy5556b1q1b55ZbbsmUKVMyffr0bdrrC1/4Qtq0aZN33nkn48eP32xhZuXKlVmyZEmSZNiwYXnggQeK9zJFULLCzAbdunXLaaedltNOO63UjwYAAAAAAAAAKEtf//rXC2WZb3/72zn99NML16677roMHDgwI0eO3Ob99ttvv8yaNStPP/30Zj/LNHbs2CRJ27Zt87nPfe5DV5jZ/EekAAAAAAAAAADYYcyZMydJUl1dvVFZZoMjjzwye++99zbvd8455yRJGhoaUltbu8n1KVOmJEkOOuig9xO32SnMAAAAAAAAAADswP74xz9m/fr1SZLDDz+8ybkhQ4Zs856f+9znstNOOyVJ7r777o2uLV++PK+88kqS5Pzzz9/euCWhMAMAAAAAAAAAsAObN29eYb3vvvs2OfeZz3xmu/b95Cc/mSSFzzJtcNNNNyVJ2rdvn3322We79iwVhRkAAAAAAAAAgB3YsmXLCuuOHTs2Obfbbrtt175f/epXk2z6WaYHH3wwSfLZz352u/YrJYUZAAAAAAAAAIAdWPv27QvrN954o8m5LV3bnIMOOig777xzkmT8+PFJkhdffDGvv/56kuSCCy7Y3qglozADAAAAAAAAALAD69+/f2H95JNPNjn3yCOPbPfen/rUp5IkzzzzTBoaGvKzn/0sSdKpU6f06tVru/crFYUZAAAAAAAAAIAd2IABA1JRUZEkmTp1apNzEydO3O69zzvvvCTvfpZp3LhxmTZtWpLkC1/4wvtIWjoKMwAAAAAAAAAAO7DKysrss88+SZIXXnhhs8WYWbNm5dFHH93uvffZZ5/ssssuSZLbbrut8FmnESNGfIDEzU9hBgAAAAAAAABgB3fDDTekVat3ayLf+ta3MnLkyPzlL39JXV1dLr/88px55pkbzW84kWZbfOYzn0mSPP/880mSbt26pXv37sUJ3kwUZgAAAAAAAAAAdnDdu3fPj3/840IR5v7778+gQYNy3HHHZfz48WloaEivXr0K81VVVdu894bPMm1w1FFHFSd0M6ps6QAAAAAAAAAAAEnSt25BS0fYoR155JHp3bt3Lr744tTV1WXdunWpqKhI586dM3LkyDQ0NOS73/1ukhQ+s7Qtampq8pGPfCSrVq1KkgwfPrxZ8heTwgwAAAAAAAAAwA5i1KhRGTVqVJPXe/XqlYkTJ2722pgxYwrrPfbYY6Nr8+fP3+JzH3vssQ+Uq9R8kgkAAAAAAAAAYAd35JFH5sQTT8z48eObnJk9e3Zh3a9fv1LEajFOmAEAAAAAAAAA2MEtX748q1atyvPPP58hQ4Zscn3x4sWZNWtWkqRr166prNyxKyVOmAEAAAAAAAAA2MEdeuihSZJVq1blkEMOyfjx47N48eLMnj07V111VY477rg0NDQkSa688sqWjFoSO3YdCAAAAAAAAACA/OAHP8jjjz+eJUuW5JVXXsnll1++2bnzzjsvAwYMKHG60nPCDAAAAAAAAADADq6ysjJTp07Neeedly5duqRVq3crIxUVFdlpp51y4IEHZsKECRk5cmQLJy0NJ8wAAAAAAAAAAJSJkSNHlk0pZkucMAMAAAAAAAAAQFlRmAEAAAAAAAAAoKwozAAAAAAAAAAAUFYUZg2StMoAACAASURBVAAAAAAAAAAAKCsKMwAAAAAAAAAAlBWFGQAAAAAAAAAAyorCDAAAAAAAAAAAZUVhBgAAAAAAAACAsqIwAwAAAAAAAABAWVGYAQAAAAAAAACgrFS2dAAAPhwW9Olb1P361i0o2l7lkq2YuQAAAAAAAICmOWEGAAAAAAAAAICyojADAAAAAAAAAEBZ8UkmAAAAAAAAAOBD4abh01o6QrM6f+yhLR2B/58TZgAAAAAAAAAAKCtlecLMgw8+mLvvvjtz587N6tWr06VLl+y3334ZPHhwDj744Cbvq6+vT21tbe67774sXrw4jY2N6dmzZwYOHJivfOUr6dSpUwnfAgAAAAAAAACA96OsCjP19fW56KKLcv/992/0+8svv5yXX345//3f/50hQ4bk+9//fioqKjaaWbt2bc4555zMnj17o98XLVqURYsWZdKkSbn55pvTu3fvZn8PAAAAAAAAAADev7IqzFx33XWFsswRRxyRs846K9XV1Vm6dGluvvnm/M///E/Gjx+fHj165Lzzztvo3ksvvTSzZ89OVVVVRowYkaOPPjpt2rTJjBkzcu2112bZsmUZPnx4fv/736ddu3Yt8XoAsJEFffoWba++dQuKtlcxcyXFzQYAAAAAAEB5aNXSAUrl1Vdfza9//eskyVFHHZUbbrgh++yzT3bbbbf0798/N9xwQw499NAkyS233JK1a9cW7p07d26mTJmSJLnssssyfPjwVFdXp1u3bhk0aFBuu+22VFVVZenSpbnjjjtK/3IAAAAAAAAAQNl77LHHstdee2WvvfbKY489lnnz5uXYY49NTU1N9tprr/Tp0ycHH3xwxowZ0+QeDz30UI477rj0798/ffr0Kdy377775stf/nKef/75ZnluqZVNYWb69Ompr69Pkpx//vmbnTn22GOTJCtXrsxf//rXwu+33nprkqS6ujqDBw/e5L6ampocf/zxSZIJEyYUNTcAAAAAAAAAwPb6wx/+kBNPPDELFy7M+vXrkySNjY1ZsWJFbrjhhpx11lmb3HP66afn/PPPT11dXdauXZvGxsbCfX//+9/z6KOP5ogjjsiTTz5Z1Oe2hLIpzJx88smZMWNGbrvttvTq1Wur85WV736tqrGxMTNnzkySDBgwIK1bt97s/GGHHZYkWbJkSerq6oqUGgAAAAAAAABg+912221pbGzMEUcckbvuuiuTJ0/OKaeckoqKiiTJ//7v/2bWrFmF+dGjR2f27NlJkk6dOuWSSy7JpEmTMmnSpFxyySXp3LlzkqShoSEXXXRR0Z7bUipbOkApde/ePd27d9/stfr6+tx1111Jkp49e2aPPfZI8m4BZuXKlUmSfv36Nbl3TU1NYf3UU0+lT58+RUoNAAAAAAAAALD9rrvuuhx99NGFP3/ve99Lly5d8tOf/jTJu1/cOeigg5Ik48aNS5K0adMmU6dOTfv27Qv39evXL6effnoOOOCAvP3223nxxReL9tyWUjYnzGzOmjVr8txzz2XSpEk58cQTM3v27FRVVeV73/te4YSZpUuXFuarq6ub3Ktr166pqqpK8m7JBgAAAAAAAACgpXTp0mWj0soG7/0k0oZOxLp169K/f//80z/9U04++eSNyjIbVFZWZs8990zy7ikzxXhuSyqrE2b+r2HDhuWxxx4r/LlHjx65/vrrs++++xZ+e+ONNwrrDh06NLlXq1atsssuu+TNN98snEgDAAAAAAAAANAS9tprr83+3q5du7Rq1SoNDQ1Zu3ZtknfLMHfccUeTe61bty7Tp0/P8uXLi/rcllTWhZmXXnppoz+//PLL+d73vpdvf/vbOfDAA5Nko3+ktm3bbnG/nXbaaZN7AAAAAAAAAABKrUuXLk1eq6ioSJI0NjZucu3pp59ObW1t6urq8sorr+SNN97I3//+92Z/bqmVdWHm5ptvTnV1df72t79l6tSp+dGPfpQFCxbk7LPPzq233pr9998/rVu3bumYAAAAAAAAAADbpaqqarvmV65cmVNOOSWLFi3a7PUOHTqksbExq1atKupzW0qrlg7Qkv7lX/4lbdq0SefOnTNo0KDceeed2WmnnfL222/nmmuuSZLsvPPOhfmtnRyz4frWTqIBAAAAAAAAAPgwOfLIIwtlmbZt2+bAAw/M0KFDc+ONN+bJJ5/Mo48+mo9//OMtnLJ4yvqEmf+rd+/eOfbYYzNhwoTMmTMnK1asSIcOHQrXt9SSamhoyOrVq5Mku+66a7NnBQAAAAAAAAAohnHjxuW1115LkvTp0yf33nvvZufeeuutUsZqVmV9wszm9OvXr7BesmRJ9thjj8KfX3rppSbvW758eerr65MkPXr0aLZ8AAAAAAAAAADFNH369ML6ggsu2OzMunXr8vzzz2/0539kZVOY+cUvfpFTTz01I0aM2OLcez+71LZt23Tr1i2dOnVKksyfP7/J++bNm1dY19TUfMC0AAAAAAAAAACl0bp168L60Ucf3ezMGWecsVFJZs2aNc2eqzmVTWFm2bJlefzxxzN9+vS8+uqrTc7NnDkzSbLLLrsUTpc55JBDkiQPP/xwGhsbN3vftGnTkiRdu3ZNnz59ipgcAAAAAAAAAKD5fOlLXyqsb7/99nzve9/LX/7yl8ybNy8/+9nP8ulPfzqPPfbYRvcsX7681DGLqmwKM8cee2ySd48Euu666zY7M2XKlPzpT39Kkpxwwglp06ZNYZ0kzz77bO66665N7ps/f37uueeeJO82qioqKoqeHwAAAAAAAACgOQwcODD77rtvkqSxsTG1tbUZNGhQvvSlL+X666/P66+/niTZe++9C/c0dRLNP4rKlg5QKv3798/xxx+fe+65J/fee29WrlyZYcOGZc8998zrr7+e3/3ud7ntttuSJLvvvvtG3+Q6+OCDc+ihh2batGkZNWpUli1blpNOOilt27bNjBkzcu2116a+vj7V1dU55ZRTWugNAQAAAAAAAOAf2/ljD23pCGVr/PjxGT16dCZOnJiVK1cWfm/btm369u2b73znO+nRo0cOPvjgJMmECRNy8sknt1TcD6xsCjNJcuWVV2bNmjV58MEHM3369EyfPn2Tmb59++bGG29Mp06dNvp99OjROfvsszN37tyMHTs2Y8eO3eh6ly5dcsstt6R9+/bN+g4AQPNZ0KdvUffrW7egqPsBAAAAAABsyYEHHpiFCxdudW7+/Pmb/f2SSy7JJZdcssV7N7f/B31uSyirwkybNm3y05/+NA899FAmTJiQv/zlL1m5cmXat2+fvn375qijjsrxxx+fqqqqTe7t2LFjamtrU1tbm8mTJ2fx4sV555130rNnzwwYMCDDhg3Lbrvt1gJvBQAAAAAAAADA9iirwswGAwcOzMCBA7f7vqqqqgwdOjRDhw5thlQAAAAAAAAAAJRCq5YOAAAAAAAAAAAApaQwAwAAAAAAAABAWVGYAQAAAAAAAACgrCjMAAAAAAAAAABQVipbOgAAAFu3oE/fou3Vt25B0fYCAAAAAAD4R+SEGQAAAAAAAAAAyorCDAAAAAAAAAAAZUVhBgAAAAAAAACAsqIwAwAAAAAAAABAWVGYAQAAAAAAAACgrCjMAAAAAAAAAABQVhRmAAAAAAAAAAAoKwozAAAAAAAAAACUFYUZAAAAAAAAAADKisIMAAAAAAAAAABlRWEGAAAAAAAAAICyojADAAAAAAAAAEBZUZgBAAAAAAAAAKCsKMwAAAAAAAAAAFBWFGYAAAAAAAAAACgrCjMAAAAAAAAAAJQVhRkAAAAAAAAAAMqKwgwAAAAAAAAAAGVFYQYAAAAAAAAAgLKiMAMAAAAAAAAAQFlRmAEAAAAAAAAAoKwozAAAAAAAAAAAUFYUZgAAAAAAAAAAKCsKMwAAAAAAAAAAlBWFGQAAAAAAAAAAyorCDAAAAAAAAAAAZUVhBgAAAAAAAACAsqIwAwAAAAAAAABAWVGYAQAAAAAAAACgrCjMAAAAAAAAAABQVhRmAAAAAAAAAAAoKwozAAAAAAAAAACUFYUZAAAAAAAAAADKisIMAAAAAAAAAABlRWEGAAAAAAAAAICyojADAAAAAAAAAEBZUZgBAAAAAAAAAKCsKMwAAAAAAAAAAFBWFGYAAAAAAAAAACgrCjMAAAAAAAAAAJQVhRkAAAAAAAAAAMqKwgwAAAAAAAAAAGVFYQYAAAAAAAAAgLKiMAMAAAAAAAAAQFlRmAEAAAAAAAAAoKxUtnQAAAD+sS3o07doe/WtW1C0vYqZKyluNgAAAAAAoGU5YQYAAAAAAAAAgLKiMAMAAAAAAAAAQFlRmAEAAAAAAAAAoKwozAAAAAAAAAAAUFYqWzpAS5kxY0YmTpyYP//5z1mxYkXatGmT3XffPYccckiGDh2azp07b/a++vr61NbW5r777svixYvT2NiYnj17ZuDAgfnKV76STp06lfhNAAAAAAAAAADYHmVXmFm3bl0uueSSTJ48eaPf6+vrM3/+/MyfPz933313brrppuy3334bzaxduzbnnHNOZs+evdHvixYtyqJFizJp0qTcfPPN6d27d7O/BwAAAAAAAAAA70/ZfZLpuuuuK5RlDjvssNTW1uaRRx7J5MmT841vfCPt2rXL66+/nuHDh+fVV1/d6N5LL700s2fPTlVVVS688MJMnTo1M2fOzFVXXZWOHTtm2bJlGT58eNasWdMSrwYAAAAAAAAAwDYoq8LMq6++mjvuuCNJcswxx2TMmDHZf//9s+uuu6Z3794ZNmxY7rjjjlRWVubNN9/Mz3/+88K9c+fOzZQpU5Ikl112WYYPH57q6up069YtgwYNym233ZaqqqosXbq08AwAAAAAAAAAAD58yqow89BDD2XdunVJkgsvvHCzM5/4xCcycODAJMnDDz9c+P3WW29NklRXV2fw4MGb3FdTU5Pjjz8+STJhwoRixgYAAAAAAAAAoIjKqjCzbNmytG3bNl26dEnPnj2bnNt9990L80nS2NiYmTNnJkkGDBiQ1q1bb/a+ww47LEmyZMmS1NXVFTM6AAAAAAAAAABFUlaFmQsvvDBPPvlkHnjggS3OPf/880mSjh07Jnm3ALNy5cokSb9+/Zq8r6amprB+6qmnPmhcAAAAAAAAAACaQVkVZjZo3759k9deffXVTJ8+PUlywAEHJEmWLl1auF5dXd3kvV27dk1VVVWSd0s2AAAAAAAAAAB8+JRlYaYpjY2Nufzyy7N27dokyamnnpokeeONNwozHTp0aPL+Vq1aZZdddkmSwok0AAAAAAAAAAB8uCjMvMfVV1+dhx9+OEly9NFH51Of+lSSFAo0SdK2bdst7rHTTjttcg8AAAAAAAAAAB8elS0d4MOgsbExo0ePzu23354k6d27d6644orC9datW7dUNAAAAAAAAAAAiqzsCzPvvPNOLrvsstx3331Jkl69euWWW24pfFopSXbeeefCemsnx2y4vrWTaAAAAAAAAAAAaBllXZh58803M2LEiDz66KNJkn79+uVXv/pVOnfuvNFchw4dCutVq1Y1uV9DQ0NWr16dJNl1112bITEAAAAAAAAAAB9Uq5YO0FJeeOGFDBkypFCW+exnP5s777xzk7JMkuyxxx6F9UsvvdTknsuXL099fX2SpEePHsUNDAAAAAAAAABAUZRlYeaZZ57JkCFD8txzzyVJBg8enLFjx270Gab36tatWzp16pQkmT9/fpP7zps3r7CuqakpXmAAAAAAAAAAAIqm7AozL774Yr7yla9kxYoVSZJ///d/z5VXXpnKyi1/neqQQw5Jkjz88MNpbGzc7My0adOSJF27dk2fPn2KmBoAAAAAAAAAgGIpq8JMfX19Ro4cmeXLlydJLr300nzta1/bpntPOOGEJMmzzz6bu+66a5Pr8+fPzz333JMkOeOMM1JRUVGk1AAAAAAAAAAAFNOWj1XZwYwfPz5PPfVUkuTII4/MoEGDsnr16i3es+EzTQcffHAOPfTQTJs2LaNGjcqyZcty0kknpW3btpkxY0auvfba1NfXp7q6OqecckqzvwsAAAAAAAAAAO9PWRVmbr/99sL6/vvvz/3337/VexYuXFhYjx49OmeffXbmzp2bsWPHZuzYsRvNdunSJbfcckvat29fvNAAAOxwFvTpW9T9+tYtKOp+AAAAAACwoyubwsyKFSvywgsvfKA9OnbsmNra2tTW1mby5MlZvHhx3nnnnfTs2TMDBgzIsGHDsttuuxUpMQAAAAAAAAAAzaFsCjOdO3fe6LSY96uqqipDhw7N0KFDi5AKAAAAAAAAAIBSa9XSAQAAAAAAAAAAoJQUZgAAAAAAAAAAKCsKMwAAAAAAAAAAlBWFGQAAAAAAAAAAykplSwcAAAA+PBb06Vu0vfrWLSjaXgAAAAAAUExOmAEAAAAAAAAAoKwozAAAAAAAAAAAUFYUZgAAAAAAAAAAKCsKMwAAAAAAAAAAlBWFGQAAAAAAAAAAyorCDAAAAAAAAAAAZUVhBgAAAAAAAACAsqIwAwAAAAAAAABAWVGYAQAAAAAAAACgrCjMAAAAAAAAAABQVhRmAAAAAAAAAAAoKwozAAAAAAAAAACUFYUZAAAAAAAAAADKisIMAAAAAAAAAABlRWEGAAAAAAAAAICyojADAAAAAAAAAEBZUZgBAAAAAAAAAKCsKMwAAAAAAAAAAFBWFGYAAAAAAAAAACgrCjMAAAAAAAAAAJQVhRkAAAAAAAAAAMqKwgwAAAAAAAAAAGWlsqUDAAAAbIsFffoWba++dQuKtlcxcyXFzQYAAAAAwOY5YQYAAAAAAAAAgLKiMAMAAAAAAAAAQFlRmAEAAAAAAAAAoKwozAAAAAAAAAAAUFYUZgAAAAAAAAAAKCsKMwAAAAAAAAAAlBWFGQAAAAAAAAAAykplSwcAAACgeSzo07eo+/WtW1C0vYqZrZi5AAAAAIDy4IQZAAAAAAAAAADKisIMAAAAAAAAAABlRWEGAAAAAAAAAICyojADAAAAAAAAAEBZUZgBAAAAAAAAAKCsKMwAAAAAAAAAAFBWFGYAAAAAAAAAACgrlS0dAAAAAD5MFvTpW7S9+tYtKNpexcyVFDcbAAAAAPyjccIMAAAAAAAAAABlRWEGAAAAAAAAAICyojADAAAAAAAAAEBZUZgBAAAAAAAAAKCsKMwAAAAAAAAAAFBWFGYAAAAAAAAAACgrCjMAAAAAAAAAAJQVhRkAAAAAAAAAAMqKwgwAAAAAAAAAAGVFYQYAAAAAAAAAgLKiMAMAAAAAAAAAQFlRmAEAAAAAAAAAoKwozCS56qqrstdee2XSpElbna2vr88dd9yRk046Kfvtt1/23XffHHXUUfmv//qvvPnmmyVICwAAAAAAAADAB1HZ0gFa2kMPPZTf/OY32zS7du3anHPOOZk9e/ZGvy9atCiLFi3KpEmTcvPNN6d3797NERUAAAAAAAAAgCIo68LMtGnTMnLkyDQ0NGzT/KWXXprZs2enqqoqI0aMyNFHH502bdpkxowZufbaa7Ns2bIMHz48v//979OuXbtmTt+0wZcW9591blF3+/Aq5t9bufydAQAAJMmCPn2Lul/fugVF3Q8AAAAA/q+y/CRTQ0NDfvKTn+T8889PfX39Nt0zd+7cTJkyJUly2WWXZfjw4amurk63bt0yaNCg3HbbbamqqsrSpUtzxx13NGd8AAAAAAAAAAA+gLIrzMycOTPHHXdcbrrppjQ0NKRfv37bdN+tt96aJKmurs7gwYM3uV5TU5Pjjz8+STJhwoTiBQYAAAAAAAAAoKjKrjBzzjnn5Omnn05VVVUuuOCCXH/99Vu9p7GxMTNnzkySDBgwIK1bt97s3GGHHZYkWbJkSerq6ooXGgAAAAAAAACAoim7wkxFRUUOP/zw3HvvvRkxYkRatdr6X8GSJUuycuXKJNniiTQ1NTWF9VNPPfXBwwIAAAAAAAAAUHSVLR2g1O6///7sueee23XP0qVLC+vq6uom57p27ZqqqqrU19dnyZIl7zsjAAAAAAAAAADNp+xOmNneskySvPHGG4V1hw4dmpxr1apVdtlllyQpnEgDAAAAAAAAAMCHS9mdMPN+rF27trBu27btFmd32mmnTe4BAAAAWsaCPn2LtlffugVF2yv5cGcDAAAA2NGV3Qkz70fr1q1bOgIAAAAAAAAAAEWiMLMNdt5558J6ayfHbLi+tZNoAAAAAAAAAABoGQoz26BDhw6F9apVq5qca2hoyOrVq5Mku+66a7PnAgAAAAAAAABg+ynMbIM99tijsH7ppZeanFu+fHnq6+uTJD169GjuWAAAAAAAAAAAvA8KM9ugW7du6dSpU5Jk/vz5Tc7NmzevsK6pqWn2XAAAAAAAAAAAbD+FmW10yCGHJEkefvjhNDY2bnZm2rRpSZKuXbumT58+JcsGAAAAAAAAAMC2U5jZRieccEKS5Nlnn81dd921yfX58+fnnnvuSZKcccYZqaioKGk+AAAAAAAAAAC2TWVLB/hHcfDBB+fQQw/NtGnTMmrUqCxbtiwnnXRS2rZtmxkzZuTaa69NfX19qqurc8opp7R0XIDtNvjS4v5fwtyi7gYAAJTKgj59i7pf37oFRd0PAAAAoBgUZrbD6NGjc/bZZ2fu3LkZO3Zsxo4du9H1Ll265JZbbkn79u1bKCEAAAAAAAAAAFujMLMdOnbsmNra2tTW1mby5MlZvHhx3nnnnfTs2TMDBgzIsGHDsttuu7V0TAAAAAAAAAAAtqDsCzPV1dVZuHDhNs9XVVVl6NChGTp0aDOmAgAAAAAAAACgubRq6QAAAAAAAAAAAFBKCjMAAAAAAAAAAJQVhRkAAAAAAAAAAMqKwgwAAAAAAAAA/H/s3Xd4VNXa9/HfTgFCCZ1QpSmGZgEFC8+RJoiKNI8HpB+KVKVDAOmCICBNkN47SAldpAsiPRBIJEgJgoSaEEJIQub9I+/MIaYQcCfZON/PdZ3r4cnM7Llds9fea691r7UAOBW39A4AAAAAAAAASIkz3qVNPV7pgDOmHcvM2MyMS7J2bAAAAAAApBdWmAEAAAAAAAAAAAAAAIBTIWEGAAAAAAAAAAAAAAAAToWEGQAAAAAAAAAAAAAAADgVEmYAAAAAAAAAAAAAAADgVEiYAQAAAAAAAAAAAAAAgFMhYQYAAAAAAAAAAAAAAABOxS29AwDw7PrEx9xLyEkTj2VmbGbGBQAAAAAA4pzxLm3q8UoHnDHtWM4Sm5lxAQAAAMCzhhVmAAAAAAAAAAAAAAAA4FRImAEAAAAAAAAAAAAAAIBTIWEGAAAAAAAAAAAAAAAAToWEGQAAAAAAAAAAAAAAADgVEmYAAAAAAAAAAAAAAADgVEiYAQAAAAAAAAAAAAAAgFMhYQYAAAAAAAAAAAAAAABOxS29AwAAAKnjEx/zbvMnTTsSAAAAAAAAAAAAkP5YYQYAAAAAAAAAAAAAAABOhYQZAAAAAAAAAAAAAAAAOBUSZgAAAAAAAAAAAAAAAOBUSJgBAAAAAAAAAAAAAACAUyFhBgAAAAAAAAAAAAAAAE6FhBkAAAAAAAAAAAAAAAA4Fbf0DgDmO3n+UnqH8Ey6e+br9A7hmcO5BgAAAAAAALsz3qVNO1bpgDOmHcvMuCTniQ0AAAD4p2OFGQAAAAAAAAAAAAAAADgVEmYAAAAAAAAAAAAAAADgVEiYAQAAAAAAAAAAAAAAgFMhYQYAAAAAAAAAAAAAAABOhYQZAAAAAAAAAAAAAAAAOBUSZgAAAAAAAAAAAAAAAOBUSJgBAAAAAAAAAAAAAACAU3FL7wDgXD7xMe+UO2nakazNzDKTzC23YpFLTDyadMHEY508f8nEowHPJurBPwv3UABIO1xzAQAApDPepU07VumAM6YdCwAAADALK8wAAAAAAAAAAAAAAADAqZAwAwAAAAAAAAAAAAAAAKdCwgwAAAAAAAAAAAAAAACcCgkzAAAAAAAAAAAAAAAAcCokzAAAAAAAAAAAAAAAAMCpkDADAAAAAAAAAAAAAAAAp0LCDAAAAAAAAAAAAAAAAJyKW3oHAPMVi1xi6vEumHo0IG2YWQ8umHYkazt5/lJ6h5CkT3zMvV2dNPVo+Cex8rlm5TpqVVb+PfHPUqf+WFOPd8HEY1EPns7dM1+ndwjPHM41pBUrn2tmxkYdAIDknfEubdqxSgecMe1YZsYlmRsbAAAAEmKFGQAAAAAAAAAAAAAAADgVEmYAAAAAAAAAAAAAAADgVEiYAQAAAAAAAAAAAAAAgFMhYQYAAAAAAAAAAAAAAABOhYQZAAAAAAAAAAAAAAAAOBUSZgAAAAAAAAAAAAAAAOBU3NI7ADiXu2e+Tu8QgHT3iY95l96Tph0JT6tO/bGmHeuCaUeKUyxyiWnHumDakcytAxL1wAqsel2zcruDegAAwNOx8v0dAJ4GzwZIK2e8S5t6vNIBZ0w7lpmxmRmXZO3YAADA38cKMwAAAAAAAAAAAAAAAHAqJMwAAAAAAAAAAAAAAADAqZAwAwAAAAAAAAAAAAAAAKdCwgwAAAAAAAAAAAAAAACcCgkzAAAAAAAAAAAAAAAAcCpu6R3AsygwMFCzZs3SwYMHdevWLeXIkUPlypXTp59+qn/961/pHR4AAAAAAAAAAAAAAACSQcLME/rpp5/0xRdfKDo62vG369eva+fOndq5c6eaN2+ugQMHpmOEAAAAAAAAAAAAAAAASA4JM0/g9OnT6tGjh6Kjo1W+fHn16dNHL7zwgi5fvqzvv/9e27dv18KFC1W8eHE1bdo0vcMFgCdSLHKJqce7YOKxTp6/ZOLRgGeTmXX0gmlHwtO6e+br9A4hSZ/4mPeIcNK0I8Up3fiKyUf85+NcQ1qx8rmGJ2dm/ZSoo1ZQp/5Y0451wbQjWftcc5bYzK6fVo3Nyr+nle+hVm5/WzU2M6+3Es/vVmDV69oZ79ImJYuHcQAAIABJREFUHk0qHXDGtGOVn1/etGNJ0smW5pWcmeVmZplJ5pabVctMMr/cAODvcknvAJ4lEydOVGRkpIoWLar58+erUqVKypkzp8qXL68pU6bovffekyRNmjRJ4eHh6RwtAAAAAAAAAAAAAAAAEkPCTAqdO3dOu3btkiR99tlnypIlS7zXDcNQv3795OLiojt37ujHH39MhygBAAAAAAAAAAAAAADwOCTMpNDevXslxSXGVKtWLdH3FChQQKVLxy1Ntn379jSLDQAAAAAAAAAAAAAAAClHwkwKnTkTt6dewYIFlStXriTfV6ZMGUmSv79/msQFAAAAAAAAAAAAAACAJ0PCTAr98ccfkqTChQsn+76CBQtKkv7880/FxMSkelwAAAAAAAAAAAAAAAB4Mm7pHcCz4vbt25Kk7NmzJ/u+bNmySZJsNpvCwsKSXY3mSdhsNse/o6Ojk31vLg9z86CioqJMO5aZsZkZl2Td2HK65TTtWJJ1f0/JurGZfa6Z+Ztatcwkk8stUx7zjiVJFi03rmtPx1lis+rvKXFdexpWjs2qv6ckc+8HTvJ7Wjk2K59rVr3mxpr0fGnnLOeameVm9rlm1dicpU0kWbfcnOW6ZuVzzVlic5ZnAyv/nla+rlm1/S3JsrFZ+fe0clvSqm0iybrXNSv/nla+5nKuPbm0PtceHQN9dGwUAFKLYeNqkyI1a9ZUcHCw6tatq7Fjxyb5vpUrV2rgwIGSpN27dyt//vymfP+9e/cUEBBgyrEAAAAAAAAAAAAAwKq8vb2VJUuW9A4DwD8cWzKlkKura3qHAAAAAAAAAAAAAAAAABOwJVMKeXh4SHr8UmGRkZGOf2fMmNHU7/f29pYkubm5yTAM044NAAAAAAAAAAAAAOnJZrMpJiZG0v/GZgEgNZEwk0LZsmWTJN29ezfZ94WFhUmKW5Eme/bspn2/i4sLy44BAAAAAAAAAAAA+Mcyc0ECAHgctmRKoeLFi0uSrly5kuz7rl69Kkny8vKSiwvFCwAAAAAAAAAAAAAAYDVkdKRQqVKlJEnBwcEKDw9P8n2nT5+WJJUuXTpN4gIAAAAAAAAAAAAAAMCTIWEmhd555x1J0sOHD7Vr165E33P16lWdOXNGkvR///d/aRUaAAAAAAAAAAAAAAAAngAJMylUpEgRVaxYUZI0efJk3b17N97rNptNX3/9tWJjY5UzZ07Vq1cvPcIEAAAAAAAAAAAAAADAY5Aw8wR8fHzk4uKiCxcu6NNPP9W+fft069Yt+fv7q2vXrtqyZYskqWvXrsqcOXM6RwsAAAAAAAAAAAAAAIDEGDabzZbeQTxLfvjhB3355ZeKiYlJ9PXWrVurX79+aRwVAAAAAAAAAAAAAAAAUoqEmacQGBio2bNn6+DBg7p586YyZ86scuXK6dNPP1XNmjXTOzwAAAAAAAAAAAAAAAAkg4QZAAAAAAAAAAAAAAAAOBWX9A4AAAAAAAAAAAAAAAAASEskzAAAAAAAAAAAAAAAAMCpkDADAAAAAAAAAAAAAAAAp0LCDAAAAAAAAAAAAAAAAJwKCTMAAAAAAAAAAAAAAABwKiTMAAAAAAAAAAAAAAAAwKmQMAMAAAAAAAAAAAAAAACnQsIMAAAAAAAAAAAAAAAAnAoJMwAAAAAAAAAAAAAAAHAqJMwAAAAAAAAAAAAAAADAqZAwAwAAAAAAAAAAAAAAAKdCwgwAAAAAAAAAAAAAAACcCgkzAAAAAAAAAAAAAAAAcCpu6R0A8CwLDAyUv7+/Ll++rLCwMD148ECSlDFjRuXMmVMFCxZU6dKl5e3tnc6Rxrd27VpJ0kcffSQXl7TNm7t69aoCAwP1559/Kjw8XNHR0XJ3d1fmzJmVL18+FS9eXCVKlJBhGGkal9Vjw98XHR2tffv26cSJE7p165YyZ86sYsWKqUqVKipcuHB6h+dw584dXb58WZkyZVKxYsXk5maNW7XNZtMvv/yi33//XVFRUSpRooTefPNNZciQgbiSEB0drTt37sjDw0NZs2ZN73CeOel5r8I/x8mTJ7Vnzx4FBgbq2rVrCe7vefPmVfHixfXKK6/o7bffVubMmdM7ZEsLDQ3VwYMHdfnyZWXMmFHlypXTyy+/nN5hSZKCg4MVFBSkyMhIeXl5ydvbm9/zGWblc83KqAeJu3r1qkJCQuTp6anixYun6DOxsbE6cuSIJOn1119PzfAs7Vl9Rk7PdmRMTIzOnz+fZJkVK1ZMHh4eaRoTUs+VK1ckSQULFkznSP7nWbiHHjp0SJL02muvWeb6kd7lZvU+5suXLyeILVOmTMqZM6cKFCigQoUKpUtcSbFKX5GVy+3evXu6deuWbt++LcMw5OnpqQIFCliiP+2v0rt+JicyMlKXLl1ytL+9vLzSJQ4rn2t/ZeXfE4DzMmw2my29g0D6CwwM1IEDB3T06FHdvHlTd+7ckWEYypYtm4oUKaKXXnpJ1apVS/Ubq7e3t7Jly6bx48fr//7v/1L1u55WZGSkFixYoJUrV+ry5csp+kzevHnVqlUrNW7c2BIdlt7e3nJxcdGRI0fSrKNm3bp1mjlzps6dO/fY93p6eqp69epq2bJlmjwIWjk2pMwXX3whwzA0ZsyYRB/stm/frhEjRujatWsJXjMMQ7Vr11b//v2VN2/eVI0zKipK58+fl5ubm4oXLx6v8/b48eMaM2aMjh075vhblixZ1KBBA3Xt2lWenp6pFldMTIy2bt2qEydOyNXVVRUqVNC7777reP3YsWPq37+/Lly4EO9zuXPn1oABA1SnTh2niSsoKEiS9PzzzycZ8/Lly7V69WoFBATI3szKnTu3/vWvf6lly5Z68cUXTY/rr7Zt26Zdu3YpJCRE2bNnV4UKFfTRRx8pW7ZsyX7uwYMHateunQzD0Pz581M9zuSk9b0qJiZG27dvT3FyRY0aNVSkSJFUj8vu7t27MgwjQfKVzWaTr6+vli1b5ugMLFmypOrWrasmTZrI3d09zWK0kvPnz2vo0KE6ePBggtf++vhj76T38PDQf/7zH3Xp0kVZsmRJkziTU716dbm4uGjjxo3KmDFjmnynn5+fTpw4ITc3N7311lsqWrSo47X58+dr8uTJunfvXrzPeHt7a/jw4SpXrlyqxXXq1CnNmjVLv/32mzZt2hTvtf3792vMmDEKDAyM9/dMmTKpdu3a6tGjh/Lly5dqseHpWPVce5ywsDDNmTNHP/30kyPBuWzZsmrcuLFq1qyZqt9NPXhye/bs0TfffONov0lxbbLGjRurTZs2ybYvIiIiVKFCBbm4uOj06dNpEa6lPOvPyOnR53H48GHNnDlTv/zyi6KiopJ8n2EYev7551WrVi01btxYefLkSdW4QkJCNGPGDMezgaenpypWrKhmzZo9NhnM2etBSqTHufas3kMfRbnFsXof8/Hjx7VixQrt2LFDoaGhyb7X09NTVapUUatWrVS+fPlUjcuKfUWPsmq5SdLFixe1dOlS7d+/X2fPnk3wuqurq0qVKqUaNWqoQYMGaZYMaMX6KUl//vmnFi5cqICAAM2ePTvea2fPntWECRO0d+9eRUdHO/5eoEABNWjQQG3btk3165tVzzWr/p4AkBwSZpzc0aNH9e233+rw4cOPfa9hGHrrrbfUq1evVOsEsR/X1dVVHTt2VOfOnS0z00CKGyjt0KGD/vjjj3iDLW5ubsqSJYsyZcokKe6B5969e4qJiXG8xzAMFSlSRLNnz07TAbbEeHt7yzAMHTt2zBFzaomMjFSnTp104MCBBANUUly5uLi4KDY2Nt7r9r+3adNGPXr0cLrY8GTs5/TRo0cTPIwsX75cQ4YMkZRwkNTOMAzlzZtX8+bNU4kSJVIlxunTp2vOnDkKCwuTJBUqVEhDhw7V22+/rSNHjqht27aKjIxMdCC3aNGimjNnTqo8qAYHB6tDhw76/fff4/39rbfe0rRp0/T777+radOmioiISLKeDBkyRP/5z3+cIq7kOvZu3rypjh076uTJk5ISH5R3dXVVhw4d1KVLF1Pjsrt165Y6d+6s48ePJ3jN09NTvXv31scff5zk5+2d4oZh6MyZM6kSY0ql5b3q119/1ZAhQ3T+/HlJSV8rpP8lVxiGoZo1a6p///7Knz9/qsW2fv16TZ06VRcvXpQklSpVSj4+PnrjjTcUGxurnj17asuWLQniNgxDpUuX1owZM1J9IMZq/P391bx5c92/f182m02ZMmWSp6en7t69q/v370uS8ufPrzfeeEO3bt1SQECAQkJCJP3vmjt79ux0n4GV3L3NbGFhYerevbv279/v+JuLi4s6duyoLl26aMWKFRo0aFCSn8+UKZOmT5+uypUrmx7b8uXLNWzYMMXGxsrFxUWnTp1y1MOlS5dq+PDhstlsSd4LPD09NXXqVFWsWNH02PDkrHyuSXED3tOnT5efn5/c3NxUpUoVde/eXfnz59f169f16aef6vLlywmut5JUq1YtffPNN6kyK5d68OSWLVumYcOGJVouhmGoePHimjx5skqWLJno563UJkpL/5Rn5LRsR8bGxmrQoEFavXq1pOTbkY8yDEMeHh7q27ev6c8sdsePH1eHDh0UGhqa6HWrbt26Gjp0aJLtDGetB0+C9trTodys3cccERGh/v37a+vWrZKe7LomSe+9955Gjx6dKm0iq/YVSdYut6ioKI0YMUI//PCDHj58mGx89njc3NzUvHlzde/ePdUm4li1fkrSzp071bNnT92/f1+urq46deqU47WffvpJvXr1SrQfV/pfHZ02bVqSbc2/w6rnmpV/TwB4HBJmnNj8+fM1evToBB1I2bJlU+bMmRUVFaW7d+8maJC7urrKx8dHTZs2NT0m+wOTzWaTYRgqX768vvrqK73wwgumf9eTCg0NVd26dRUSEiJ3d3fVr19fNWrUUOnSpZUvX74EiT02m00hISE6ffq0duzYobVr1yo6Olp58+bVunXrlCtXLlPiatGixRN/5tdff5VhGKpYsWK8FS5SY0WBTp06aceOHXJzc9OHH36oKlWqKFeuXI6l99asWaNs2bJp2rRpKlSokAICArRv3z5t2LBBISEhMgxDzZo104ABA0yNy+qx4ckk1dkSFBSk+vXrKyYmRtmzZ1eHDh1Uo0YNFShQQNHR0QoKCtL69eu1bNkyxcTE6LnnnpOvr6/pM/kHDx6sFStWJHiAyZAhgxYtWqTBgwfrzJkzypgxoz766COVLVtWkZGR2rt3r37++WfHwPfKlSvl6upqWlzh4eFq0KCBY+AnY8aMcnFx0f3792UYhjp37qyTJ09q9+7dev7559WrVy9VqlRJUtwSyuPHj1dgYKDc3d21YcOGeDMG/olxSUmfazExMWrcuLH8/f1ls9mUK1cuvf322ypYsKCioqJ07tw5x2xTwzDUtm1b9ezZ07S4pLgtoJo0aeKIIU+ePCpcuLAuX76sGzduSIq7zjdq1EjDhg1LdHn61OoUt/K9au/everYsaOjvVO0aFHlypVLYWFhOn/+vGJjY5U/f341bNhQt2/fVkBAgE6ePKmYmBgZhqFcuXJp9uzZqZJMPGnSJE2bNk1S/A6QjBkzasGCBTp48KDGjx8vSSpXrpxjlvCRI0fk5+cnwzD08ssva/HixaZeO6wsNDRUH3zwgW7cuKEyZcqob9++ev311x3n0IkTJzR27FgdPnxY3bp102effSYp7n6xcuVKLV26VFFRUSpVqpR++OEH07bFsy87/ySaN28uwzA0c+bMBPclM7cHsdlsaty4sfz8/BIdVB45cqS+/fZbhYSEqESJEurYsaPKli2rBw8eaM+ePZo9e7bCwsKUK1cubd68WdmzZzctNn9/f33yySd6+PChsmbNqvfff1+DBg2Sm5ubTp48qcaNG+vhw4fKly+f/vvf/+r1119X1qxZdePGDe3bt0+LFi3S3bt3lStXLq1bty7VV5JD8qx8rknS6tWrNXjwYD18+NARn2EYyp8/v5YtW6bBgwdr165dkuLuFfb22pEjRxQaGirDMPThhx/qm2++MTUu6sGTe/QZoHDhwvrvf/+rokWL6uLFi1qxYoUCAgIkxfV9zJgxQ6+++mqCYzhrooAVn5Gt3I6UpCFDhmjZsmWS4u7Pfy2zffv2ycvLS6NHj5aHh4cCAwO1b98+7d69W5GRkTIMQz179lTbtm1NjevWrVuqW7eubt68KTc3N9WsWdNRD3bu3KkHDx7IMAy9+OKLmj17tnLnzp3gGM5WD6ZMmfJUnzEMQ+3bt08woGzmJAkr30N9fHye+DNr1qyRYRiqW7duvOcU+3+LWaxablbtY5bikgCbNm2q48ePy2azqVixYqpWrZrKlCmjggULKlu2bPGSecLCwnT16lWdPn1aO3fu1IULF2QYhl577TXNmzfPKfqwJGuXW2hoqDp06OCITYpbBaVs2bIqWLCgYxwoPDxcwcHB8vPzc6z+YRiGXn31Vc2aNcv0FY2sWj+luJV46tWrp8jISLm5ualy5cr6/vvv5e7urgsXLqh+/fqKjIyUh4eHGjVqpEqVKjna3z///LM2btzo6Gf+4YcfTN2m3arnmpV/TwBICRJmnNTixYs1YsQI2Ww2ZciQQfXr19f777+vcuXKJbiBX7t2TcePH9fGjRu1Y8cOxwDRiBEj1KhRI1Pjsg9Etm7dWnPnzpUUt9pM48aN1blzZ+XMmdPU73sSEyZM0Pfff6/s2bNr3rx5Kl269BN9/vTp02rdurXCwsLUunVr9enTx5S47GVm9zRV+tEkJTM7QTZv3qzu3bsrS5YsmjlzpipUqJDgPQEBAWrZsqU8PDy0fv16x7YzUVFRGjNmjBYtWiTDMLRo0SJTZ0RaOban6WxIipmdDVaNS0o6icHHx0dr1qxR7ty5tWzZsiRn3hw+fFjt2rVTZGSkevfurf/+97+mxfbLL7+oVatWMgxD1apV00cffSQp7jp86NAhFSxYUFeuXFHOnDm1YMGCBAmCGzduVJ8+fRQbG2v6dXfatGmaOHGiMmbMqIEDB6phw4YyDEObNm3Sl19+KSnu4ap48eJasWJFgvtDRESEPvnkE507d05NmzbVwIED/9FxSUmfa4sXL9bw4cMdgwS9e/dOMFPjxo0bGjBggHbv3i0XFxctXbrU1D16ly1bpiFDhsjFxUU+Pj5q1qyZ4/6wbds2jRo1SlevXpVhGKpTp47GjRuXoCMutTrFrXqvunbtmurUqaOIiAhVrVpVAwYMiHedCAkJ0ZgxY7RhwwY1adJEgwcPlhS3PdKaNWv03XffKTQ0VAULFtSGDRtM7UA6fPiwmjVrJkkqVqyY6tWrJzc3N23YsEGBgYF69dVXFRwcrFu3bmnYsGEJVg5au3at+vfvL5vNplGjRql+/fqmxWZftcsMhmE4ytUMkydP1nfffady5cpp8eLFiSZAxsTEqEWLFjpx4oSWLl2ql156yfHa8ePH1bp1a0VGRurLL7/Up59+akpcf60Df4dhGKZui7BmzRr5+PjI3d1dPXv2dNyn5s+fr+nTpytDhgyKioqSt7e3lixZkuA8//3339WkSROFhYWpa9eu6tSpk2mx9ezZUxs3blShQoW0dOnSeFvKdOnSRdu3b1fRokW1dOnSRAcKLl26pGbNmun69ev67LPP1K1bN9Niq1GjhmnHMgxD27dvN+VYTzPYlxwzB/usfK5duHBB9erV04MHD1SgQAFVq1ZNkrRlyxbdvn1blStX1q+//ioXFxcNHTo0XnssMjJSo0aN0vLly2UYhubMmaM333zTtNisWg+e9Hk4OWZf1wYNGqQVK1aoUKFCWrNmTbytTW02m2bNmqUJEyY4kpDmzZuXYPn31GoTWfmZyqrPyFZtR0rSzz//rDZt2sjNzU3ffPNNott87Nu3T507d1bhwoX1ww8/ONomN27c0JAhQ7R9+3a5ublp9erVpm7dOnHiRE2bNk2ZM2fWggUL4p3jISEh+vLLL7V7927HFlELFixI0OeWWvVg7dq1ph1Lkmnt3Kdprz2aYPlXZpaZle+hZpVbatRRq5abVfuYpbiV64YOHSo3Nzf1799fTZo0SfHva7PZtGTJEo0cOVKxsbHy8fF5qqTHpFi5r8jK5fb5559r27ZtkqRKlSqpR48eeuWVV5KNZ+fOnZoxY4aOHz/u6EOyT9Yxi1XrpyR9+eWXWrlypXLmzKm5c+fGmyDVp08frV+/Xnny5NHChQtVvHjxBJ8/fvy42rZtq3v37qlHjx5q166dabFZ9Vyz8u8JAClhzpRJPFOuXbumsWPHymazqWTJkpo8eXKyW5B4eXmpdu3aql27tgIDA9WjRw+dO3dOo0aNUo0aNZQjRw7TY+zataveeust9e/fXyEhIVq8eLFWr16txo0bq3Xr1umy//r27dtlGIZ69+79VJ2DZcqUUe/evTVw4EDt2LHDtIeZDz74QBs3bnQ0jF555ZXHLpN46NAhGYbh2Is6taxatUqGYahbt26JdrZJcQ/W3bp109ChQzVv3jx9/vnnkuJW3hg4cKBCQkK0bds2LVmyxNSkFCvHZp9p83fZOxvM6kS1alzJOXDggAzDUNeuXZNdpva1115Tx44dNX78eG3dutXUhJkVK1ZIilvu8ttvv3X8vWbNmmrUqJECAwNlGIZ69eqV6GpaH3zwgfz9/TVnzhxt3LjR1ISZH3/8UYZh6LPPPtO///1vx98//PBDXbt2Td98840Mw1CPHj0SnQ2ROXNmdenSRd26ddOBAwf+8XElx9fXV4ZhqFatWknOqM2TJ4+mTp2qli1b6siRI6YnzGzatEmGYejjjz9W8+bN471Wq1YtVapUSR07dtSxY8e0efNmZc6cWSNGjDDt+5Nj1XvV3LlzFRERobffflvTpk1LcI3Lly+fxo4dq4iICC1btkw1a9bU22+/rWzZsqlFixZ655131LhxY129elWLFi1S+/btTYtt4cKFkqTy5ctrwYIFjgStli1bqnXr1jpy5IgMw1CLFi0S3Warfv36CggI0Lx58+Tr62tqwsyyZctMS/6QZGrCjP360bNnzyRXC3Nzc1PXrl3VunVrzZ8/X+PGjXO89sorr6hTp04aN26cNm7caFrCjLu7e7x9za1k/fr1MgxD7dq1U6tWrRx/7969uwIDA7Vr1y5HmSaWFFaiRAl9/vnnGj58uHbs2GFqx5b9OtC3b98E7f9ffvlFhmGoX79+Sc6qfe6559S7d2/17t1bP/30k6kJM7dv31ZERIQpxzKzPtlnupvFzIQZK59rixcv1oMHD1SmTBktWLDA0b747LPP1KhRIx08eFCS1LZt2wRtsUyZMmno0KEKCQnRzp07tXz5clMTZqxaD7y8vPTnn3+aciyzHTx40HEuPZosI8lxDj733HPq2bOnwsPD1a5dOy1fvlzPPfdcqsdm5Wcqqz4jW7UdKcUNWhmGoY4dOyaaLCNJVapUUefOnTV+/HgtWrRIbdq0kRT3bDB58mS1aNFChw8f1sKFC01tm9uTYTp37pwgISxfvnyaPn26Ro4cqQULFigoKEjt27eP1+ZMTf369TM1kdisdq59BR57gtWTSO35qFa+h1asWNHxbCLFrVzxOFeuXJFhGCl6799h1XKzah+zJK1bt06GYahNmzZP/CxkGIaaNm2qkJAQTZ8+Xb6+vqYmfli5r8iq5Xbo0CFt27ZNhmGoVatW6tu3b4riqV69uqpWraqvv/5aCxYs0ObNm9WmTRuVLVvWlLgk69ZPSdq/f78Mw1CfPn0SrCa8Z88eR9s8sWQZKa6t0qNHDw0bNkybN282NWHGquealX9PAEgJEmac0Lp163T//n3lyZNHCxYsSHTZ1aS8+OKLmjNnjurVq6fQ0FCtX7/e1Ibvo6pUqaKNGzdq3LhxWrFihe7fv6958+Zp8eLFql+/vho0aJDo0smp5Y8//pAkVa1a9amPYf/slStXTIgozrhx41S9enUNGzZMoaGhCg8P15gxY1SmTJkkP2Nv6M2aNStVO0Pse3vWqlUr2fdVq1ZNQ4cO1datWx0dbnZt2rTRtm3bdPjwYaeJbcqUKRo8eLBu3rwpwzCULVs2U5du/KfFlRz7NjT/+te/Hvve999/X+PHj9eFCxdMjeHYsWMyDCNBEo6bm5tatWrlmGVavXr1JI/RsGFDzZkzx/RlsC9evChJiXbuvvvuu44tBd54440kj2HfFsTM65pV40rO2bNnJSneQ2FiXF1d1aVLF7Vq1Uq//vqrqTEEBgZKUqLJE5KUI0cOzZkzR+3atdPhw4e1evVq5cuXL8G1LTVY9V5lf2Dv2rVrsp327du3144dO7Ro0SK9/fbbjr8XLVpU3bp10+DBg7Vt2zZTE2bs144ePXrE++/PkCGDvvjiC0f7q0mTJkkeo2HDhpo3b57p146xY8dqxIgRunPnjqS4jkezl2d+WvbrR3Ln1qOvJ7ZV0nvvvadx48Y56pQZVq9erV69eum3336TYRhq0KBBsoM7NptNLVu2lGEYmj59umNJ5dTw22+/SYobkPyrJk2aOLagee2115I8RvXq1TV8+HBH+Zvl1q1bkpRgBmRMTIzCw8NlGMZjExPsddbeljfLhg0b1KtXLx09elSGYahEiRLxVitKL/369dPEiRMVGRmZ6oN3T8rK59revXsTHWDx8vJSs2bNNGHCBEdSalLatWunnTt36vjx46bGZtV6sGHDBg0YMEBbt26VYRjy9vY2deWlv+PatWuSlGxicu3atRUbG6uePXvqzp07ateuXZKr9JjJys9UVn1Gtmo7Uoprr0lyzKJOin1m/oYNGxwJM1LcwFWnTp3UunVr0wdv7dfJd955J8n39O/fX4YRt03VqVOn1K1bN02bNi1Vk4wkqVmzZlqyZEmCLeLT29q1azVq1CitWLHC0V4bMGCAsmTJkuRnklqB1GxWvocuWrRhljs1AAAgAElEQVRIM2fO1KRJk/Tw4UMVLVpUo0aNUv78+ZP8jL2Obty40SnLzap9zJJ0/vx5SUn3K6TExx9/rOnTpysoKMissCRZu6/IquXm6+srKe6/OyXJMo9ycXFR//79dezYMZ06dUq+vr6mJsxYtX5KcSuxSQnPpZiYGN25c8exinhyatasqWHDhik4ONjU2Kx6rln59wSAlCBhxgnZB4fatGnzRMkydl5eXmrSpImmTZumn3/+OdUSZqS4PcWHDBmiJk2a6Ntvv9Xu3bsVFRWllStXauXKlSpQoIDef/99vfvuuypTpsxjZxmZISoq6qk/e//+fUlKsE3H3/XBBx+oYsWK6tevn3755Rd98skn6tSpkzp06JDqHR3Jsc+6dXNL/lJjnwGeWAeufZbfzZs3nSa2mjVrqlSpUmrZsqX+/PNP5ciRQytXrkz3vTutGldysmfPrlu3bqVooNF+/bDXU7PYk3YKFSqU4LVHZ24m11Fuv1bfvXvX1Njsqx0kNtD96MoMyV2zYmNjJZk7o86qcSUnJiZGkpJdsc3OvtS6/dwwi32P6eRmR3t4eOj7779Xs2bNFBAQoGnTpqlw4cJq2LChqbEkxor3Knsn2eN+N/vrfn5+CV6zJ+SdO3fO1NjsA6SJLc3//PPPO/5duHDhJI/h5eUlSQoLCzM1tg8//FClS5dW69atdf36dXl5eWnlypWWGPCz77998+bNZO9P9uupPennUfZrT2RkpGlxlSpVSqtXr9b48eM1f/58rVmzRuHh4Ro6dOhjtxx9/fXXU3UgITQ0VJISXTXy0fMvuaQye3vqwYMHpsbm6emp27dvKzw8PN7KGm5ubsqZM6fu3LnjuP4mJTw8XJJM25vdrmDBgpo7d646duyo/fv36+rVq5owYUKiq8WlpVatWunVV19Vu3btdPfuXZUtW1ZLliwx/fnjaVj5XLOvlJLYLO/q1atrwoQJkpKfNW+/V5j9bGDVepA1a1ZNmDBB/fr107p163T27FkNGDAg2U7wtPa4a2edOnV08+ZNjRgxQpcuXVKnTp20YMGCVK0vVn6msvIzshXbkdL/rmuPawPZVzpKbADIfv2zD86Zxd53lTdv3mTf5+Pjo1u3bsnX11d79uzR0KFDNXToUFNj+auBAwfqjTfeUPfu3RUTE6OyZcvq22+/TdffUoq7ZgwbNkzVq1fXwIEDtWbNGv3666/6+uuv0/3aZuV7qGEYat++vapUqaLevXvrwIEDqlevnvr376969eqZ+l1PysrlJlmzj9l+3OQSxR7Hfv81uz/Gyn1FVi03+0Scpk2bPvUxGjdurAEDBpieFG7l+pk5c2aFhYUlaGO7ubkpW7ZsCg8Pf+w41MOHD+P9X7NY9Vyz8u8JACmRvk8iSBeXLl2SJFWuXPmpj2GfoWZ2pnhSXnzxRX3//ffasGGDPv74Y2XIkEE2m01XrlzR7Nmz1bhxY1WoUEEff/yxevbsqSFDhpi+r6Z9cGrDhg1PfYxVq1ZJkkqWLGlKTI/Knz+/5s2bp379+snV1VWTJ09WkyZNTF8t40nkyZNHUtwyhsmxD0AmltRgnx34dxqBz1psUlxH47x585Q1a1YFBweneodVSlk1rqTYV6FKySoB9ge/x3UoPin7+XH58uUEr+XLl08VK1ZUgQIFkp3xa589YHZHun0wPbEZoEeOHHH829/fP8ljpEa5WTWu5NgHB+wPiMmxD8qZvWKEvaP+cQMUWbNm1fTp0+Xl5SWbzaZBgwY99lpoFqvdq+wdaY+bXWYvU/uA46Psg49md4LYOwHt95pHPfq327dvJ3kM+7mWGvepkiVLau7cucqcObMuXLigYcOGmf4dT6No0aKS4lZ0SY59D/fEtvk8efJkkq/9He7u7urbt6/mzp2r/Pnza9u2bapbt6527txp6vc8KXubKLGViHLnzq2OHTuqXr16ySb52dtLZl9z7R1rK1euTPCa/Xnk559/TvYYW7ZskSQVK1bM1NikuI75KVOmqHjx4rp//7769evn6IRPTy+//LJmzZold3d3+fv7a8yYMekdkiRrn2v2a3liSXT58+d3dOxev349yWPYB7vNvr9buR4YhqGvvvpKr7zyimJiYjRgwABLdHDbVzVIycBOs2bN1KxZM9lsNp04cULdu3dP9Xps1Wcqqz8jW60dKf1vUOhx55r9eTSxpDV7W87sQW/7akn2Z8nkjBw5Uq+99ppsNptWrFih6dOnmxpLYmrWrKmJEyfKMAz5+/vL19dXhQoVeqr/ma1q1apav369qlWrpsuXL6tFixYaPXr030pu+LusfA+1K1OmjNasWaNmzZopLCxM/fr10+eff57s80pqs2q5WbmP2V6nfvnll6c+xu7duyXFJZibycp9RVYtN/t9ObGJOCllX0XTPqZkFqvWT+l/ifCbNm1K8FqlSpUkJb5a7aPsz/lFihQxNTarnmtW/j0BICVImHFC9lnG9kbm07Df6O2zn9NKyZIlNWLECO3atUtDhw7V22+/LVdXV9lsNkVHR+vUqVPatGmTli9frpkzZ5r63XXr1pXNZtPkyZO1YsWKJ87AXbp0qWbNmiXDMFS3bl1TY3tUq1attGrVKr344os6ceKEGjRooEWLFqXa9yXn9ddfl81m0/jx45NsDD148MDRSZLYMvbz58+XlPhsz39qbHZFixbVyJEjZbPZtHnzZtOXaH5aVo1Lkr788kstXrxYfn5+io6OVuPGjWWz2TRr1qxkP3fnzh3HXsf25VnNUr58eUnSvHnzErzm4eGhxYsXa8eOHckOYMycOVOGYTiOZZY333xTNptN33zzTbzZjpcuXdLYsWMd///kyZMT/XxUVJSmTp0qwzBMnXFn1bge9dcEi3fffVdS3J7aj7NixQpJ5nds2Ze1Xrdu3WPf6+Xlpe+//16ZM2dWTEyMunTpohMnTpgaT3Kscq+yd1QuXLgw2ffZyzSxzgR7J0lyqw48DXuH1oIFCxK8tnjxYse/N2/enOQx7MsvlypVytTY7EqWLKnhw4fLZrPJ19fX9G3GnkaNGjVks9k0b948rV+/PtH3+Pn5acqUKTIMI8GWfVevXnXcD5JbyvvvqFy5snx9fVW3bl3duHFDnTp10oABAxyrRKU1e5towoQJjtUF7Nzd3fXFF1/o66+/TnI1o8jISMd2NfbOQ7PY29/z589PkCzQtm1bubm5acyYMUkmMRw+fNhxP3jcFiNPK3PmzJo0aZLc3Nx0+vRpxzU+vb300kvq16+fbDablixZ4thqJT1Z+Vyz35MT6xT39PTUyZMn9eOPPzpWiUjM2rVrJcn0VYasXg/c3Nw0YcIEZc6cWZcuXXI8I6WnSpUqyWazadKkSSlaPXLAgAGqVq2abDabduzYoR49epi6ylhirPhM9Sw8I0vWaUdKcSuG2sssqfu4zWZz1MHEyuWHH36QZP61w74l2ezZsx/7Xnd3d3333XcqWrSo4zr9uPaxGapXr64OHTrIZrNp2rRpKUruSSu5cuXS1KlTNXz4cGXKlEnz5s1To0aNTN/qNKWsfA99VIYMGTRw4EDNnj1befPmTfcEcauWm5X7mKtWrSqbzaZRo0Y91UTZgIAAjRkzRoZhJLv1+NOwcl+RVcvNft4/blXT5NgTMM1e9dqq9VOKW4XQZrPpu+++0969e+O91rp1a0nSN998kyBuuwsXLmjSpEkp2rrpSVn1XLPy7wkAKeE6ZMiQIekdBNLWpEmTJEmdOnX6WzNYZsyYodjYWHXu3Nms0ByDF5999lmyy9p5eHioXLlyqlevnpo3b67y5csrX758cnd3V0REhCIjI2UYhrp06WJabGXLltWhQ4cUHBysXbt2ad26dQoODtatW7cUHh6ue/fuKSIiQmFhYbp+/bouXryoo0ePat26dRo5cqTWrl2r2NhYvfTSSxoyZEiqLjWbO3duNWrUSFFRUTp8+LD27Nmjo0eP6o033lDWrFlTXM5/V+HChbVixQqFh4dr06ZN8vLyUtGiRR2zqvz8/NSzZ0+dPHlShmGof//+KlasmGJjY3XgwAGNGjVKW7ZskWEY6t69u6kDflaO7VElS5aUv7+/zp8/r3PnzumTTz5Jle95UlaLa8qUKZKks2fPas+ePVq1apVmzpypoKAg3b59WxcvXlRISIiqVq0ab+nHK1euaMOGDerevbv+/PNPubi4aMSIEaauKpApUyZt3rxZQUFBunDhgp5//vkUP6hev35dw4cPd5xrvXv3TtGWPylVvHhxrVq1SqGhoVq1apWOHTumtWvX6ttvv9WdO3dUuXJlvfDCC9q3b5/8/f318ssvO1a5OXXqlHr16iU/Pz8ZhqHhw4ebVm5WjUv6331qyZIlWrx4sQ4ePKiLFy/queee0+7du3Xs2DHVqFHD0aHwqNjYWH3//feaPXu2DMNQq1at9Morr5gW24MHD7Rz506dOHFCXl5eKlOmTLLvz5s3r7y9vbV582ZFRUVp48aNypUrl/bs2WP6PTQxVrhXhYeHa9++fQoICJCrq2uiCXPbt293DGh9/PHHeuuttxyv+fv7q3///oqIiNCHH36YIPni73j48KF27NihwMBAhYSEKE+ePLpy5YqmTp2q1atXK3v27PL09NSePXtUuXJlx2x6u127djnibtmypWPQxGwvvPCCTpw4oYsXL+r8+fN/ax9tM5QpU0Zr165VeHi4tm/frhMnTigqKkqhoaEKDAzUwoULNXLkSEVGRipr1qwaN26csmbNqoiICPn4+GjkyJG6du2aMmbMqNGjRydal82QIUMG1apVSyVKlNCBAwd04sQJbdy4UWXKlHEkZqVVe61QoUJavXq1QkJCtHXrVrm7u6to0aLxljVPTFRUlH788Uf16tVLQUFBcnV11ciRIx0zy8zg7e3t2O5o165d8vPzk5eXl7y8vJQvXz4VKFBAvr6+Wrdundzc3JQxY0bdvXtXJ0+e1IwZMxyzwQsWLKgxY8Y8dpuRp5U7d26Fhobq+PHjOn36tJo3b57u20pIcUm7Bw4c0JUrVxQcHKz69eunazxWPtfu3bunffv26cSJE8qTJ4/Kli0b73UXFxd5enomWRd/+OEHTZgwQTabTW3btk00keBpPQv1IGvWrHr48KEOHjzoqAOpVd9SokiRIlqxYoWuX7+ubdu2KWvWrMqYMaNy5MiR6DLwhmGoZs2a2r9/v65du6Zz585p+/btCg0NTdU2kdWeqZ6VZ2TJGu1IKW4Qce3atbp9+7b27t2r0qVLx5ucdv36dfn4+Gj37t0JyuXSpUuaMmWK5s+f74jVzAkSmTNnlq+vr86fP6/g4GCVK1dO2bJlS/L9mTJl0jvvvKONGzfq/v372rdvn4KDg3X27NlUrQeVKlXStm3bdOPGDV2/fl116tRJle95WmXLllWdOnV08uRJnT592rGKYcWKFWUYBu21JBQpUkSNGjVScHCw/Pz8tGnTJl29elVvvvmm3N3dnb7crNzHXKZMGa1bt043btzQihUrFBwcLCmuLz5r1qyJ3kevX7+uw4cPa+7cuRo+fLgiIiKUK1cujRs3ztSV96zcV2TVcrMnbXTq1Olv1bXp06fLZrOZei+wav2U4n7PLVu26ObNm9q0aZNu3LihF154QZ6enipYsKDc3Ny0ceNG7dixw9Eml+ISZZYtW6Z+/frp7t27yp49u+n1wKrnmpV/TwBICcNm9oaNsDxvb28ZhqGjR48+dk/vpERERKhChQoyDMPU2RVmxCbF7eUYFhb2t1bRSUxUVJT69evnmHmY3J6Lj7JXs+rVq+vrr79Odmai2Q4dOqS+ffvqypUryp49u3x8fNSvXz9TyjklZsyYofHjxzvKys3NTbly5VJERIRjawubzabGjRvLnr8XGhqqypUryzAM2Ww2ffDBBxo3bpxTxfao8+fPa9CgQZKkr776yrH1S3qzUlzbt2/XqVOndPr0aZ0+fTrRGZHu7u6OB2O7cuXK6eHDh446+sUXX6hjx46mx9etWzdH57FhGJo7d+5jt8Xr2rWrdu7c6YivVq1ajoRHM23ZskW9e/dWdHS0o2xsNpuyZ8+uJUuWKCwsTM2bN3dsN5MrVy5FRUXFqyNt2rRR7969nSKujz76SL///nu8fYwfPadsNps8PT21f//+eANFPj4+2r9/v0JCQmSz2VSiRAmtWbPmsQ+OTyI6Olr//ve/FRAQIMMwVKRIEZUvX14jRoxI9lrv6+srHx8fR1nabDbT7++Pk173qqioKDVo0EDnzp2TYRgqWbKk3n33XRUsWFD37t3T/v37tXfvXtlsNuXNm1cbNmxQ9uzZFR4ernbt2unEiROKjY2Vp6en1q9fnyBp5e+IjY1Vy5YtdejQoUTbG927d9fDhw81ceJEubm5qU6dOqpQoYKioqJ04MAB7dmzR7GxsSpSpIh8fX1N3yLkUUFBQerfv78Mw9CYMWMc2yKll9OnT6t9+/a6ceNGomVns9nk4eGhyZMnq0qVKpLiEs7sSUUeHh4aM2aMY+Wo1Hbt2jXHNcLFxUUtW7ZU9+7d9dJLL6VZe23u3LkaPXq0pLhr2uLFi1WhQoVkP/Pee+/p4sWLjntor1691LZtW9NjCwsLU4cOHXT06FHH7+nu7q6CBQsqR44cunTpkm7dupXkb50zZ04tWLDA9Jn7icVpXxGqYcOGpi9B/7T8/PzUrVs3GYahOXPmpHv9tOq5FhUVpYYNGyooKEiGYShv3ryaOnWqypUrl+znZs6cqfXr1ysoKEg2m00vvPCCVq9ebfrWKs9CPXjw4IHjOblKlSrpvpT6woUL9dVXXznKxDAMHTlyJNnr6b1799SuXTtHOadFm8hKz1TSs/OM/Kj07vMYPny4Fi9e7CgzLy8vR1vy3Llzjue5GjVq6LvvvpMUtw2TPQnbZrOpUqVKmjdvnunJlr169dKGDRscseXJk0dbtmxJdsuss2fPqnXr1o52VFrUg71796pdu3ZycXHR5s2b0/1elRj75IepU6fq4cOHeumll/T111+rTp06tNceY926dRoxYoTCw8NVqFAhjRw5Ui1atHD6crNyH3NwcLDatGmjS5cuxYvL1dVVWbNmdTxbPnjwQPfu3VN0dHS8+Owr2qbGamNW7SuSrFluVh4HkqxbP6W4SZatWrWK93sWKlRIRYsWVY4cOXTw4MFk+xwyZsyomTNnpspqKVY81yRr/54A8DgkzDghKzeUzEqYSW2nTp3SnDlztG/fPscWV0nJkSOH3nnnHdWvX19vvvlmGkUYX3h4uIYPH65169bF6/BIq3JetWqVxo4dqzt37iR4LVOmTGrfvr06deoU7+/lypVTjhw51Lp1a7Vu3TrVZulaOTY8vWvXrun06dPy9/d3/M/Dw0Nbt26N974qVaroxo0byp49u3r27JlqszpjYmI0duxYLVq0SA8fPtSuXbsem9DXtGlTxx7M9evX17Bhw0wffLE7d+6c5s6dKz8/P7m4uOill15Su3btHNvvbdq0SYMGDXJ0MNi5u7urQ4cOpq409izEFRUVpYCAAPn7+zvOs7NnzzoeQHPmzJlgWf2KFSsqIiJCNptNRYsW1axZs0zfx1iKmzXSsWNHx9Ybbm5uKdqG46effnLMgJGU5gkzUvrdqy5fvqz27dvr999/l5Swo9JmsylPnjyaMWOGY9We6OhoxwzgPHnyaNKkSY/tBHga9+/f16BBg7RhwwZH54Grq6uaNWsmHx8fRUZGqnXr1jp27FiicefNm1dz5sxJ9UQBKwoJCdGUKVO0adOmeNeIDBkyqFq1avriiy8SrNjVtGlTvfzyy2rWrFm6JDssWLBA48aNU1RUlEqWLOkYuE+r9tqOHTs0btw4nTt3TocOHUp2FroUtxT1gQMHlD17dvXt21cNGzZM1fiWL1+uRYsW6ezZsyl6v7u7u9577z317duX2WkWY9VzLSQkRJ07d3asnrF582YVS2bLTElq1KiR/P39JcXNep4zZ47pW/Q9inrwZHbs2KHx48crKChI2bJlc2yjmJyoqCiNGTNGixcvTpckYit4Fp+R07PPw77918yZM+Ml1dsZhqGGDRtq8ODB8Z7nypYtKxcXF/373/9Wnz59UiW5+eHDhxo7dqwWLlyomJgYeXh46NixY4/9XHBwsLp16+a4vjljPUjKqVOn1Lt3b50/f16ZMmVyrHBNey15V69eVZ8+fXTo0CG5uLgoNjaWcvv/rNrHfP/+fS1ZskTz589XSEhIij5TsGBB1atXT23btk02Me/vsmpfkWS9crPyOJCdletnZGSkpk6dquXLlys0NNTx979OnPurChUqaOjQoanaF2O1c83Oyr8nACSHhBknZOWGUvXq1WUYhjZt2mTqrPvUdPnyZf3xxx+6ffu2Hjx4IFdXV3l4eMjT01PFihVL95l1j9qyZYsGDx7sWFo6LROTIiIitHv3bvn7+ys0NFRZsmRRqVKlVLVq1US3Ozh37pyKFy+eJh1tVo4N5rl3716Ch4FFixYpT548euedd9KkLoSEhGjnzp36z3/+89j3zpgxQ9evX1fdunVNXdb/aYWGhmrTpk26cOGCoqOjVbx4cdWqVcv0lbye1biio6N19uxZx3Xkr7MhateuLXd3d3300Udq0aJFqq72YbPZtGXLFm3dulU3b97UwoULU/S5P/74Q6NHj9aPP/4oSenWKZ4e96r79+9rwYIFWr9+vc6dO+f4e8GCBfXee++pbdu2Ce4Hffr00csvv6x69eopa9asqRrfn3/+6RjALVu2bLzB2Hv37mnGjBlatWqVbt68KSmuI7VOnTrq3LmzUw6QPurhw4e6cOGC4/5erFgxS7cxg4KC1Lt3b0f9S49E8vPnz6t48eKPfZ99FbT/+7//S9MyDQoKkp+fn86ePauQkBDdu3dPkZGRypQpk7JkyaLChQurdOnSeuutt9J0VUc8OSuea7Gxsdq6dau2b9+usWPHPna2d8+ePRUUFKS6deuqefPmaVYXqAdP5ty5c7p8+bLeeeedFH/mt99+0/z58+Xn5ydfX99UjM6antVn5PTs87hy5Yo2bdqUoMxq166d6PZU+/btU/ny5R3bhaSmkJAQbd++XSEhIerWrVuKPhMTE6Nly5Zp/vz5unz5Mgkzj3jw4IFGjx6tJUuWSKK9llI2m01z5szRxIkTFRUVRbklwqp9zGfOnNGZM2cSjS1btmwqXry4SpUqZamJGlboK7JCuVl5HOivrFw/o6OjtX///hS1v6tWraqSJUumSVx2VjjX/srKvycAJIaEGSdkbygdO3bsqQfs0qqhBPNdv35d+/btkyTVq1cv3Tu0AMAZPHz4UK6urukdRopcvXpVfn5+ql27drrFkJ73qsjISMcgR2onwpgtPDxcUVFRiQ5k4dkRExOjiRMnauPGjZKkzZs303EEAEAK0edhvtu3bytnzpzpHYbl7N2717GdzrBhw+Tu7p7OET0bAgMDHZM0OnToEG8rYwDmso8DDR069KlXrY6KitKgQYMYBwIA/KORMOOE7A2lv8tZlydOqTt37ujy5cvKlCmTihUrxgPgY0RHR+vOnTvy8PB45gYokRC/59O7cuWKJKXLdiAA4EyCg4MVFBSkyMhIeXl5ydvbW5kzZ07vsPAPFBUVpcGDB8swDI0cOTK9w3km0Jb8Z3nw4IHatWsnwzA0f/789A4HQCKs/Bxq1disGhf+eehjfnK0JeMwDgQAQMrQunJS/4Q8qcjISL3//vtycXHR9u3b0/S7o6KidP78ebm5uSVYdvj48eMaM2ZMvH2hs2TJogYNGqhr167ptiR2WFiY5syZo59++snxkFW2bFk1btxYNWvWTJXvDAoKkiQ9//zzib4eExOj5cuXa/Xq1QoICHCcl7lz59a//vUvtWzZUi+++GKqxJZS6VFuj9q2bZt27dqlkJAQZc+eXRUqVNBHH3302P0/U6NT+p/we1pdRESEqlevLhcXl//H3pvH13i8///POzmJ2KJiXypVtdReaylFmqLakI2qWmJrrR8UFUsRa1GNLlKhglSsX02IEFtj7VsRFCGIqtbSJrEktiSS3L8//HIqsp64zzlzknk+Hnk8OPe57/t1rmvmmmvmnnuG8+fPm1uORZFht7CwMGFWYjBnO5UXptZWr149Spcuzddff0379u2Nfj9jIP1pWZw7d44ff/yRS5cu6d/8zeDXX39l4cKFXLx4MdPndnZ2dOnShc8++4yKFSuaUm4mkpKSeP/991EURSh/mjsnyi8itgepqakEBwebfMLMlStXOHPmDG5ublmO7d27l927dxMTE0NycjKVKlWiadOmuLq6UqNGDaPoKSy5pDljrkh9A0NIS0vj2LFjmjywyQ+FIe+QMTd7RK4DosVcQxC5HyqqNlPrspS4Zsn1wFyIPMYsWswVOZcUuY5awnMg0cras1hqXLOEXFLEvrtEIim6yBVmiiCTJ0/W9Hrz58/X9Hr5xVzbQvn7+xMQEEBiYiIA1apVw8fHh7feeovIyEiGDBlCUlJSlmRUURQcHR0JCAgwytsnJ06cwN/fnzNnzqDT6WjXrh3jxo2jcuXKxMXF0adPH65fv55JV8aAZefOnVm0aFGBl2bMiXr16mFlZUVkZGSWfVJv377N8OHDOXv2LJA1eVcUBWtra4YNG8aoUaM01fUsItoN4M6dO4wcOZLTp09nOWZvb8/EiRPx9PTM8Xxj1A9L8KelI7e7Kzha7MusNSL709Ta6tWrB4C1tTXDhw9n5MiRJntophXSn5bDxo0bmTVrFunp6VhZWXHu3Dl9eVu/fj2zZ89GVdVsBw4VRcHe3h4/Pz+aN29uaumA+fwpak5kKLI9gISEBCZPnkxERAR2dnaZHrLcuXOHMWPGcOLECYAs/rSysmLQoEGMGTNG87eXC0suaY46KmLfwBBk3pEVGXMNQ/u5pwsAACAASURBVOQ6IGrMNQRzx4jcEFWbjGuZKQz1wByIOsYsaswVOZcUtY4eO3ZM0+u1atVK0+uJWtZA/LhWGHJJEfvuEomk6FK0slAJYL4JLoWBGTNmsGnTpkyJxvXr1xk+fDhr165lzpw5PH78mGLFitG9e3caNGhAUlIShw4d4siRI1y7do1Ro0axefNmrK2tNdO1ZcsWZsyYQVpaml7btm3bOHbsGBs2bGDGjBn8/fffADg6Oup1RUZGkpCQwO7du7G1tWXRokWaacogu4dRqampfPrpp0RFRaGqKg4ODrz11ltUrVqVlJQUrly5wtGjR0lJSWHp0qUkJyczfvx4zbWJarcnT57wySef6O1Tvnx5qlevzvXr14mPjychIYEvvviC06dPM2vWLJPuyS6yPyWFh+PHjxf43MjIyCxvJbRs2fJFJUk0QFEU0tLSWLp0KQcPHmTu3LnUrl3b3LIkhYyoqChmzZpFWloapUqVolu3bqSlpaHT6Th79ixz5swhPT2dihUrMmjQIFq2bEmpUqWIj4/n8OHDrF27loSEBEaPHs3WrVupUKGCuX+SSRA1J5LtgeGkpKTg5eWlf6s2OTmZlJQUbG1tSU5OZsiQIVy4cAFVVSlbtixNmjShVKlS3L59m9OnT/P48WN+/PFH4uPjjdJvlLmk4YjcNxAZkfMOGXMNQ+Q6IHrMlRQuRI1rsh4UDFHHmEWOuSB2LiliHdV6gouWiFzWRI9rIuaSouaREolEkl/khBmJJJ8cPXqUjRs3oigKTk5OdO/eHYCgoCCOHz/O2LFjuXnzJmXLliUwMDBTQuzl5UVYWBiff/45Fy5cICQkBA8PD010/fnnn8yaNYvU1FSqVKlCp06dAAgPD+eff/5h0qRJHDt2DJ1Oh4+PT6b7JiUlMX/+fDZu3Mj27dtxd3enTZs2mujKjY0bN+rf9u7Xrx8TJ07MMqM5Pj6eqVOncuDAAVauXImzszNNmjTRTIPIdtuyZQvnzp3DysqKKVOm0LdvX/0M8N27dzN//nxu3brFli1bePToEYsXLzbrWwsi+DNj73CtKCp7kItqt379+hlcpjO+P3To0Cyfi7R0d1Fn0KBBrFq1irNnz+Lm5kbv3r0ZOXIkZcuWNbc0iQGIGjsAAgICSEtLo1q1aqxfvz7T1kr+/v6kpaXh6OjI+vXrcXBw0B9zdHSkefPmuLm50bdvX+Li4ggKCmLs2LGaaRMVkXMi2R4Yztq1a7lw4QKKojBo0CC8vLz0edmaNWs4f/48iqIwduxYBg8ejI2Njf7cBw8e4OvrS1BQECEhIXTu3FlfHoyJCLmkyFha30AkRMw7ZMw1HJHrgCXGXIllI2JcE7keiNpvEXWMGcSOuTkhUi4pYh0VFZHLmshxTdRcUtQ8UiKRSPKLnDAjkeSTTZs2AdC1a1d8fX31nzs7O+Ph4cHFixdRFIUJEyZkO3v8/fffJyoqioCAAMLCwjTrzAQFBZGcnEz9+vUJDAykVKlSAHz66ad4eHjw22+/ATBkyJAs97Szs8PHx4fY2FgiIiLYuHGjSSbMhIaGoigKnTt3ZurUqdl+p3z58vj5+TFgwAAiIyNZv369ph0Zke22Y8cOFEXB09OTfv36ZTrWuXNnWrVqxfDhwzl16hQ7d+6kRIkSzJkzR7P7G4oI/nRyctKs01SUknJR7WZjY8OTJ080uZZELEaPHk3btm2ZMmUKsbGxBAUFsWXLFnr37s3AgQMzTW6QiIuosQOevtWkKAqTJk3KUp6OHj2Koih4e3tnmizzLDVq1GDixIlMnDiRffv2FYkJMyLnRLI9MJyMPLJ37958/vnnmY6FhISgKAr9+/dn2LBhWc4tVaoUX3zxBQ8ePGDr1q1s2LDBJA9vRcglRcbS+gYiIWLeIWOu4YhcBywx5kosGxHjmsj1QNR+i6hjzCB2zM0JkXJJEeuooWSsFNKiRQujTlARuayJHNdEzSVFzSMlEokkv8gJM5IcSUxMJCAggH379nH9+nXs7Oxo0KABvXv3xtnZ2dzyTM6pU6f0s4qfRafT4eXlxeTJk4GnnbGccHd3JyAgQNM9NQ8dOoSiKHz22Wf6BAmgUqVK9O3blyVLluiTz5wYOnQoERER2e4XagwuX74MPH0rIjesra0ZNWoUXl5emu+5KrLdLl68CJDjvV966SUCAgIYOnQoJ06cYMuWLVSsWJH/+7//01RHfhHBn/Xr1y8yk1y0RFS7bdmyhQkTJnDp0iUURcHNzQ1XV9ccv6+qKgMGDEBRFPz9/bGzszOhWomhtGvXjrCwMBYvXsymTZt4/Pgxq1evJigoCFdXV9zc3HjjjTfMLVOSC6LGDni6lzhA06ZNM32emprKgwcPUBQlzwGht956C4AbN24YR6RgiJwTyfbAcP744w8APvzww0yfp6en8+effwLQt2/fXK8xePBgtm7dqmmfJTdEyCVFxtL6BqIhWt4hY67hiFwHLDHmSiwf0eKayPVA1H6LqGPMIHbMzQnRcknR6qih9OvXDysrKyIjIylevLjR7iNyWRM5romaS4qaR0okEkl+kRNmijAnTpzA39+fM2fOoNPpaNeuHePGjaNy5crExcXRp08frl+/rt8H8fHjxxw5coQjR47QuXNnFi1alGV5w8JMfHw8ANWqVctyrFmzZvp/P5uoPE+5cuUAuH//vma6/vnnHwBef/31LMecnJxYsmQJAFWqVMnxGq+++ioAt2/f1kxXbqSmpma6b27UrVsX+M/+WiGy3R4+fAg8fcs9J4oXL86yZcvo27cv0dHR/PDDD1SvXh13d3dNteQHEfy5efNmFi1axOrVq1EUhfr16+fZcZGIa7c6deqwZcsWvv76a9asWUNwcDAPHjzAx8cnz2VsW7ZsadQOvUQbSpcuzcyZM/noo4/w9fXlwIEDpKSksHnzZjZv3kyVKlXo1q0b7777LvXr18+0vK3E/IgaOwDs7e25e/cuDx48yPT2nk6no2zZsty7d0/fbuXEgwcPgKcDqkUBkXOiwtIeWFlZUbVqVZMsIZ6eng5AhQoVsmiwtrbWL92dGxnn3rt3zzgin0OEXFJkLK1vkB3W1ta0bNnSbPcXKe+QMddwRK4DlhhzJYUDkeKayPVA1H6LqGPMIHbMzQkRc0mR6mhByHgeZExELmsixzVRc0lR80iJRCLJL3LCTBFly5YtzJgxg7S0NH0CtG3bNo4dO8aGDRuYMWMGf//9NwCOjo40aNCApKQkIiMjSUhIYPfu3dja2rJo0SKz/QadToerq6vJ9q4sWbIkCQkJXL9+Pcsy/hUrVqR58+bcunWLGzdu8Morr2R7jatXrwJQpkwZzXRlPMy5d++evrOUQeXKlfX2iYuLo3LlytleIzY2FsBkM3lr1KhBTEwMCQkJedoiIwnUWpvIditVqhQJCQncvn2bl156Kdfv+fv706tXL/7991+mT59O5cqVadu2raZ68kIUf3p7e1OsWDH8/f05f/48pUuXtrjVsIoVK8b8+fNNdj+R7WZjY8OkSZPo2LEj3t7e7N69m5MnTzJ79myLWarc1O2UIYiirW7duixbtowrV66watUqQkNDSU5O5ubNm6xcuZKVK1ei0+moW7cujo6OlC5dGnt7ez777DOTaxXFZtlham0ix466dety9OhRNm/ezKRJkzIde+uttwgLC+PIkSN06dIlx2uEh4cD5JjPGRtz+BPEzImgcLQHdnZ2/PLLLya5V6VKlfjrr784c+ZMFvvUqlWLixcv8vfff1OzZs0crxEdHQ2QpTwYCxFySUMwdR21tL5BdhQrVoyffvrJ3DKEyDtkzDUckeuAJcbc7DB1P9QQRNUmii4R4prI9UDUfouoY8wgdszNCZFzSXPX0YzVigrCjBkzMr1EoigK8+bN00IWIHZZEz2ugZi5pIh5pEQikeQXK3MLkJieP//8k1mzZpGamkrlypXp06cPffr0oWzZsvzzzz9MmjSJgwcPotPpmDt3Lrt27eLrr7/Gz8+PAwcO8OGHH6KqKtu3b+d///uf2X6Hra0tX375pck6qI0aNQJg9erVWY4VL16coKAgfvnll1wfrqxYsQJFUfTX0oJatWoBT/fWfB57e3vOnj3Lnj17sLe3z/EaISEhANnui6sFN2/ezPT/d999F4A9e/bkeW7Gvr4Zv1MrRLZbvXr1ANi6dWue361UqRLLli2jRIkSpKamMmrUKH7//XdN9TyPiP7MYNy4cXTq1AlVVZk5c6bmb9oYG2tra9zc3HBzczPpfUW2W+vWrQkNDcXFxYX4+HhGjBjB1KlT9W+iiIyp2ylDEE1brVq1mDNnDvv378fHx4e33noLa2trVFXlyZMnnDt3jh07drBx40ZWrFhhFo2i2exZzKVNxNjh4uKCqqqsWbOGzZs3Zzo2ZMgQdDodCxcuJC4uLtvzT5w4gZ+fH4qi0LlzZ1NIzoKp/SlyTvQsltwemJJ27dqhqiqLFy8mISEh0zE3NzdUVWXVqlU5np+WlsbSpUtRFIUWLVoYRaPIuWR+MHUdFb1vkF8ePnyo3zbP3Jgz75Ax13BErgOWEHPzg7n6oflBVG2i6TJnXLOEeiBav0XUMWYQO+ZmYIm5pLnqaHBwMCEhIQb9wdMVZkJDQ/WfBQcHExwcrJkuELusiRzXLCGXFCmPlEgkkvwiJ8wUQYKCgkhOTqZ+/fqEhoYyffp0pk+fTnBwMOXKleO3335DVVWGDBmCh4dHpnPt7Ozw8fHRdzI2btxopl/xlHv37nHu3DliYmLyXF7/RenZsyeqqrJz504mTJig38syP8TFxeHt7U1ERIT+WlrRrVs3VFVlxYoVWR4MwdM3IKtXr06JEiWyPf/nn38mMDAQRVF4//33NdP1LB988AFt2rRh6NChfPfdd9SoUQOdTscPP/zAlStXsj0nPT2dH374gQ0bNqAoCl27dtVUk8h2e++991BVlYCAALZs2ZLn919//XV8fX2xtrbm0aNHeHl5ad6JeRYR/fksCxcuxMHBgdu3b7Ns2TKj3edFuX79OkePHmX37t2EhoYSGhrKnj17OHHiBDdu3DC5HpHtVqpUKRYtWsTXX39N6dKl+fnnn+nRowcnTpwwtzSJxpQtW5YPP/yQlStX8r///Y9vv/2WAQMG0KJFC8qUKWOSZYFzw5R5h6UgWuzI2A8+PT2d6dOn88knn3Ds2DFSU1OpV68es2bN4t9//8XNzY3AwECio6O5evUqBw8eZOrUqXh5eZGUlESVKlXo16+fWX/LzZs3swwGGwORc6LnsfT2wMnJCWdnZ5KTk412Dy8vL4oVK8aVK1fo168fZ86c0R/r27cvDRs2ZPPmzXz33Xc8efIk07k3b95kxIgRent+/PHHRtEoei4pGqL3DR49esS6deuYNm1almPx8fHMmzePjh070qJFC9566y0aNWpE3759+fnnn83erpsj75Ax13BErgOWEHOfR7R+qCVoE1VXdpgjrllKPRCp3yLqGDOIHXMzsORc0tR1tHnz5pmuWaVKlTz/4OlqMs9+VrVq1Ty3IDIUkcuayHHNUnJJUfJIiUQiyS+Kau4RConJ6dq1K9euXWPFihW0a9cu07Fly5axZMkSFEVhz549VK9ePdtrnDx5kj59+lC5cmX2799vFJ0pKSlcvXoVnU5HzZo1sbL6b37X6dOnWbhwIadOndJ/VrJkSdzc3Bg9enSuM2hfhLFjxxIeHo6iKCiKwqpVq2jdunWu54wePZqIiAj99ledO3fm22+/1UxTSkoK7u7uxMTEoCgKFSpUwM/Pj4YNG+Z63ooVK9i2bRsxMTGoqkrt2rXZsmULtra2mmnr3r07f/zxR6aHis8uXa6qKvb29vz666/odP/tEDd58mR+/fVXYmNjUVWVV199leDgYIoVK6aZNpHt9uTJE3r27El0dDSKovDyyy/TqFEj5syZk+t+nqGhoUyePJm0tDTgqX0VReHChQua6BLZn88TFBTE7NmzKV68OAcOHDBaTDCU06dPs2nTJn755Zcsbyg8j729Pe3atcPLy0vzN4ZyQlS7Pcu///6rL1NWVlYMGDCAcePG0bhxYxRF4eTJkybZ9zY2Npbly5ezf/9+YmNjsbe3p3nz5vTt25eWLVvmeu6jR49o1qwZVlZWnD9/3uhaRaBevXqa+Ofx48ckJiZSqVIlDdU9RcS8w1IQLXYkJiYybNgwTp48qW+nbGxsqFq1Ki+99BJ//fUXd+7cyXY7FVVVKVu2LIGBgUZ9cz8/1KtXDysrKyIjI40a10TOiXJDlPbAELSKhXkREhLClClT9Llg8+bNefPNN3nllVdQFIX58+cTHx+Pg4MDb7zxBsWKFePvv//m3LlzqKqKqqoMHDgwy7ZmL4ol5ZIiIWrfAODs2bOMGjWK2NhYdDodZ8+e1R87ffo0I0eO5M6dO9k+/FEUhaZNm7JkyRLN23WR8w4Zcw1H5DoA4sbcZxG5HyqqNtF0iRzXwDLqAYjVbxFxjBnEjrki55Ki1tGMiRXffvstaWlpvPnmm8yfPz/HrXrAdH0WkcsaiBvXLDGXtMS+u0QiKXrICTNFkKZNm5KcnMzhw4ez7HN46dIlunfvjqIonDt3LtM+lc9y79493nzzTWxsbDINimmFv78/AQEBJCYmAlCtWjX9coWRkZEMGTKEpKSkLANviqLg6OhIQEAAVatW1VxXamoqX331FWvXriUtLY39+/fnmcB+/PHHREZGAuDq6sqsWbM0T0RiY2MZOXIkZ8+eRVEUdu7cmeuynQAeHh5ERUUBULNmTQICAjSfKQ5Pk7jo6GiioqI4f/48UVFRXL58WT/7umzZslm29mrevDmPHj1CVVUcHR358ccfefnllzXXJrLd4uLiGD58OOfOnQOezg7P+Hdu7Nu3D29vb/3yslp3GET257OkpaXp613dunU139PZUB49esSUKVPYtWsXQL7fGMno+Hft2pUFCxYYvRMjmt1yIzAwkMWLF5OSkkKtWrX0HUVTdLJOnz7NsGHDSEhIyOTLDH+5uLjg4+OTo46MCTPG6NCLiqkGXAqKqHmHpSBq7Ni4cSNr167l8uXL+fq+jY0NXbt2ZdKkSZQvX97I6vLGlPVG5JwoL8zVHhw/ftzgc/r164eiKKxYsSLLAH1eky0N5dChQ8ycOVP/5nt2E8SeR1VVdDodQ4cOZcyYMZrqycBScknRELFvEBsbi4uLC4mJiaiqyiuvvMK2bduwtbUlNjaW7t27c+/ePaysrOjQoQOtWrWiVKlSxMfHc+TIEU6cOIGiKDRo0IB169ZpmueKnnfImGs4ItaBZxE15orcDxVVm6i6RI9rIG49eBaR+i2ijjGD2DFX1FxS9Dp6/vx5Jk6cyJUrVyhTpgxTpkyhR48e2X7XlL9F5LIG4sY1S80lzTmWK5FIJHkhJ8wUQTKSxO3bt2fZrzMxMVE/mz0iIiLH2cYZE2tKly5doMHi3JgxYwabNm3K0im1tbVl7dq1zJgxgwsXLlCsWDG6d+9OgwYNSEpK4tChQxw5cgRFUXj99dfZvHlzjhN+XpTY2FgiIiL48MMP8/zu8uXLiYuLw8XFhcaNGxtFDzxdWnLXrl3s3buXr776Ks8Ebvz48cTExODi4kK/fv1M+obmkydPuHz5MlFRUSQkJDBkyJBMx7t06YKNjQ3du3enf//+2NnZGU2LyHZTVZXw8HB27drF7du3+emnn/J13o0bN1iwYIF+715jP5AXyZ8ikp6ezscff8zp06f1DxM6depE/fr1qVq1KqVLl9bbJCkpicTERG7dusX58+eJiIjgzz//1O95u3r1aqPFNUskJiaGiRMn6su4KTpZd+7cwcXFhdu3b6PT6XB2dsbR0ZFr164RERFBcnIyiqJQt25dVq5cmWViKhTNCTNOTk4oisKOHTuEWxHAEvIOyYsRExPDmTNnuHz5MrGxsTx8+JCkpCTs7OwoWbIk1atX5/XXX6dt27ZGe8v0+++/L9A5iqLwySefYGNjk+nYqFGjtJKmR+ScKC/M0R5kDCRrgaIoRllxLCUlhYiICHbs2MHZs2dz3OLL2tqamjVr0qFDBzw8PHj11Vc115IbMpfMH6L1DebPn8+aNWsoXrw4S5YsoUOHDvpjPj4+rF+/npIlS+Lv70+LFi2ynB8eHs7EiRNJTU1l+vTpfPTRR5roArHzjgxkzDUc0erA84gWc0Xuh4qqTVRdYBlxDcSrB5aAiGPMIH7MfRYRcklLqKMpKSksXLiQoKAgAN599118fHwoW7Zspu+ZevKP6GVN1LhmqbmkufJIiUQiyQs5YaYI0qtXL86ePcuIESMYPXp0luOpqan8888/ODg45LjX4cKFCwkICKBZs2asW7dOM21Hjx7Fy8sLRVHo1KkT3bt3B54umXn8+HGqVq3KzZs3c1wqPywsjM8//5z09HTmzJmDh4eHZtokpiMtLU0+dNSAW7ducebMGbp06WJWHUXdn+vXr8fHxwedTseUKVP46KOP8v2ATVVV1q1bx7x580hPT2fy5Mn079/fyIoti9TUVL755hvCwsIA2Llzp1E7fd988w0//PADJUqUIDAwMNOSp7GxsXzxxRccOHAARVF47bXXCAwMzDL4YKwJMyEhIZpdC56+sVbYETnvkP4sXBRkckVGNy2784rKZDtDMHV70KhRoyz71RcUU02gfPDgAfHx8Tx8+JDHjx9TvHhxSpYsSdWqVU22rUtBMEUuWRRirtZ9g4ytnr29vRkwYECmY+3btyc+Pp4vvviCPn365HiNjC2hmzZtyoYNGzTRJTENpo65WmDq/rG5Y67I/VBRtYmqy5Ixdz2QmA9RxiRBjks+z6+//oq3tzexsbGUL1+e2bNn06lTJ/1x0VfLeZ6i1r4XBiwxj5RIJIUfOWGmCLJ69Wq+/PJLbG1t+eKLL+jZs6dB5//8889Mnz6dtLQ0pk2bxscff6yZts8++4wdO3bw3nvv4evrq/88NTUVDw8PLl68iKIouT6UypjM07ZtWwICAjTTZigZs42L8hYNEokEevfuze+//84nn3zCuHHjCnQNX19f/P39adSoEZs3b9ZYocQQ3N3duXDhAhMmTGDw4MHZfmfevHkEBgaiKAoNGzYkMDAw0yCDsSbMWMJqB6Ihct4h/Wl80tLSCA0NBYz/cLtLly5cu3YNRVHyvbR/bkRHR2ugSvIiXLp0iQkTJnDp0iUURcHNzS3XcqSqKgMGDEBRFPz9/bO82dqqVStjS5bkgoy5htO4cWOePHnC7t27M21rkJqaSsOGDVEUhV9//TXLxOFnuXnzJk5OTpQpU4bffvvNFLIlkiKDyP1QUbWJqksikWPMEq1JTExk+vTphIeHoygK7u7uTJ06lRIlSljchBmJRCKRSLTAytwCJKanT58+vPbaa6SkpDB9+nTefvvtfO0NuWLFClxcXJg6dSqpqam89tprBk+2yYtTp06hKAqDBg3K9LlOp8PLy0v/fycnpxyv4e7uDpj3zdtHjx7h5OSEs7Oz2TRkR1JSkpC6QGorKKJqE1UXmF7b1atXAfD09CzwNTLOjYmJ0URTQRDVp0lJSbzzzjsm03Xt2jWATNsOPM+UKVMYMGAAqqpy7tw5xo4dS3p6utG19e3bV/+wT1XVF/4zF6YsayLnHdKfxic5ORlvb2+mTJli9HuFhITQq1cvVFXVD0hGRkYSHR2d4x88ffB+6tSpbI+ZA5H9aer2oE6dOmzZsoWBAweiKArBwcGsXbuW2rVr06pVqyx/GdveArRs2TLLcXMguj9NqU3GXMPJeAtUp9Nl+lyn0+kfrpQsWTLXa2Scm5KSYgSF+UPWg4Jh6pibX0S3meyHPkVUbaLqMhRZDwqGqNpEHWMGcW0GUlte2Nvbs2TJEhYsWECpUqX4+eef6d69O8eOHTObptwQwWY5IbUZjqh5pEQiKdro8v6KpLBha2tLQEAAI0eO5OzZs8TFxVGqVKk8zwsPD+fy5csA1KxZk+XLl2u+zFx8fDwA1apVy3KsWbNm+n/nprdcuXIA3L9/X1NtBUG0BZzS09O5efOmZm9PaonUVjBE1SaqLjC9tsePHwN5PzDIjYyHDuaMKaL6ND09nRs3bphMV8YDnQoVKuT6vcmTJ3Pnzh1CQ0M5ePAgPj4++Pj4GFXbtGnTePPNNxk3bhypqak0aNAAX19frKwsa360KcuayHmH9KfpMEVsLV68OLNmzcLJyYlp06YRHBzMsWPH+PLLL2nRooXR768VIvvT1O0BgI2NDZMmTaJjx454e3uze/duTp48mWVZc1ER3Z+m1CZjruG8/PLLXLhwgf379/PRRx9lOta0aVOOHj1KVFQUb7zxRo7XOHr0KACVK1c2qtbckPWgYJgj5uYH0W0m+6FPEVWbqLoMRdaDgiGyNhBvjBnEtpnUlj969OhBq1at+Pzzzzl+/HimF4dEQiSbPY/UZjii5pESiaRoY1mjPxLNqFixIhs3bsTX15du3brh6OiY5zmvvPIKdevWZcKECYSEhFClShXNdWV0Sq9fv56t5ubNm1OlShVu3LiR4zUy3ggpU6aM5vokEonEUDIexGc8ECgIBw4cAOTyuyLg4OAA/NfW5Ma8efNo0aIFqqqyadMm/P39jS0PZ2dnvvnmGxRFISoqitDQUKpVq1agv6KA6HmH9Gfho2PHjmzbto1OnTpx/fp1+vfvz4IFC8y6uoLkxWndujWhoaG4uLgQHx/PiBEjmDp1Kg8fPjS3NIkByJhrGM7Ozqiqiq+vb5YtqPr27Yuqqnz99dekpaVle/6dO3dYsmQJiqLw9ttvm0KyRFKkELkfKqo2UXVJJBKJMalSpQqBgYFMnDgxy8qBEolEIpEUFeSEmSKMlZUV7733HosXL87XbM7FixezdetWhgwZol9+WWsaNWoEwOrVq7McK168OEFBQfzyyy+88sorwd6u4gAAIABJREFUOV5jxYoVKIqiv5ZEIpGYk44dO6KqKvPnzy/QsszR0dEsXLgQRVFy3RZGYhqaNGkCwMqVK/P8ro2NDUuXLsXR0RFVVVmyZAk//fSTsSXi5OTEsGHDUFWVH374IV+Te4oqlpB3SH8WPhwcHPDz82P27NnY2dmxevVqPDw8zLqdqOTFKVWqFIsWLeLrr7+mdOnS/Pzzz/To0YMTJ06YW5rEAGTMzT8DBgygQoUK3L9/n379+vHjjz+SlJQEwDvvvEOvXr04fvw4Q4YMybSV3KNHj9i6dSseHh7cvHkTOzs7Bg4caK6fIZEUWkTuh4qqTVRdEolEYmwURWHw4MFs3ryZUaNGMXLkSGxsbMwtSyKRSCQSkyEnzEiEomfPnqiqys6dO5kwYQJ//PFHvs+Ni4vD29ubiIgI/bUkEonE3AwdOpTy5csTFxeHq6srkydPZu/evdy6dSvHJXXj4uI4cOAAM2bMoFevXiQkJFC2bFmGDBliYvWS5/Hw8EBVVfbu3cukSZO4detWrt8vU6YMK1aswMHBAVVVmTdvHtOmTTO6ztGjR1O7dm1SU1NZsmSJ0e9nqVhK3iH9WTjp2bMnISEhNGnShMuXL9OzZ0/8/PxIT083tzTJC9CtWzdCQ0Np06aNXEXIQpExN3+ULFmSFStWYG9vz8OHD1m8eDFt2rRhwIABTJ8+nZdeeokKFSpw9OhR3NzcaNWqFe3ataNly5Z4e3tz69YtrKysmDt3rlm3ZJJICisi90NF1SaqLolEIjEVdevWZdSoUYwaNUquNiORSCSSIoVs9STcunWL2NhY7O3tqVmzZr7OSU9PJzIyEoCWLVtqpqVz58507dqV8PBwwsLC2LFjB6tWraJ169a5njd69GgiIiL0yz2/++67vPPOO5rpkkgkkoLi4ODA+vXrGTx4MH/99RchISGEhIQAYG1tTalSpbCzswMgOTmZhw8f8uTJE/35qqpSqVIlli1bxksvvWSW3yD5jw4dOvDBBx+wfft2tm3bxrZt2yhfvjzh4eE57nVfo0YN1qxZw8CBA4mPj2fnzp1G16koCp9//jlDhw5lz549XLt2LV/bLxY1LCXvkP4svNSoUYN169axbNky/Pz8+O677zhw4ABffvmluaVJXoBKlSoREBBAYGAgixcvZvXq1Rw6dMjcsiT5RMbc/FOvXj3CwsKYP38+4eHhPH78mN9++41jx45l+p6qqiQmJmb6rGrVqsyePZu33nrLlJIlkiKDyP1QUbWJqksikUi04MqVK5w5cwY3N7csx/bu3cvu3buJiYkhOTmZSpUq0bRpU1xdXalRo4YZ1EokEolEYlrkhJkizMGDB1m0aFGmZUbLlStH7969GTx4MMWLF8/x3KSkJPr164eVlVWW/cpflK+++orKlSuzdu1a0tLSct0GIYM7d+6QmpoKgKurK7NmzdJUk0QikbwIL7/8Mlu3bmXdunWsWbOG2NhYAFJTU7l3716O51WtWpUePXowZMiQHCdjSEzPggULqFChAj/99BOpqak8ePAgT//Url2b9evXM3bsWKKiokyis3379pm2QJBkj6XkHdKfhRcrKytGjBjB22+/zcSJE/n999+zHcSUWB79+/enbdu2TJw4UW65ZWHImJt/ypcvz+LFi5kyZQrh4eGcPXuWS5cuERcXx8OHD0lKSqJ48eKULFmS6tWr8/rrr9OhQwfatWuHtbW1ueVLJIUakfuhomoTVZdEIpEUlISEBCZPnkxERAR2dnaZ+pp37txhzJgx+m1kM1bTunLlCv/73//w9/dn0KBBjBkzRq44I5FIJJJCjWzliigbNmxg1qxZqKqaaVnR+Ph4li5dyo4dO/juu++oVatWrtfJaUnSF0Gn0+Ht7c2gQYOIiIigUqVKeZ7ToUMH6tevj4uLC40bN9Zck6EUK1aM+fPnm1tGFnQ6Ha6uriiKYm4pWZDaCoao2kTVBebTVrx4cQYPHszgwYO5cOECFy5c4MaNG9y9e5fk5GSsra0pXrw4pUuXpmbNmtSpU4fatWubVGNuiOpTc+iytrZm0qRJDBw4kL179+oHUfPi5ZdfZuPGjWzYsIE1a9Zw/fp1Iyu1TEzt08KQd4iMqLEDoESJEuzbt8/cMvQ0bNiQkJAQFixYwLp168wtJ1tE9qeo2l577TU2b97MN998Q1hYGPB0kpQIiGozEFubyJjTbuXKlePjjz82+X1fFJHLmtRmOKLqAtkPtSRtourKL7IeFAxRtYk6xgzi2gyktgxSUlLw8vIiOjoaVVVJTk4mJSUFW1tbkpOTGTJkCBcuXEBVVcqWLUuTJk0oVaoUt2/f5vTp0zx+/Jgff/yR+Ph4s5ZD6c+CIao2UXVJJJKijaIaY8aDRGhiYmJwdXUlNTWV6tWrM2jQIBwdHbl27RqbNm3Sv0lXunRpli9fzhtvvJHlGo8ePaJZs2YoiiLflpRIJBKJpADcvXuXsmXLmluGRCIRkMOHD+snV8yaNQsbGxszK5JIJJLMTJ8+nV69etGwYUNzS5FIJBKJRCKRZENAQAALFy5EURQGDhyIl5cXFStWBGD58uV8/fXXKIrCmDFjGDx4cKZ+54MHD/D19SUoKAhFUfDz86NTp07m+ikSiUQikRgV65kzZ840twiJaVmyZAlnz56lWrVqBAcH06JFC2rUqEGjRo348MMPsbOz49ixYyQlJbFr1y7atm2rT6QyePLkCf7+/iiKwqhRozTTNn36dCpUqJDlfpZGQkICBw8e5MCBA5w/fx5VValcubK5Zem5efMm9+/fp3Tp0uaWkgWpzXDu3btHTEwMiYmJ2Nvbm/2t5fv373Py5EnOnDnD9evX9W8piIRoNpO8GKb0p5btVG5bHxaEwtKGgul8KrLNRNZmKDLmGu7PGjVq4OzsjLOzs3Bblkh/Gk5SUhJdunThp59+on///uaWkwWZ4xaumGsqhg8fzubNm9mzZ49+S8NixYqZW1aBED2uyToqkUgMReT6KbUZhuhjzCLaTPIfc+fOJS4ujt69ezN16tRMW8Z98cUX3Lt3j/79+zNu3Lgs/U5bW1s6dOjA33//TXR0NA8ePMDFxcXUP0GPyGVNajMcUXVJJJKii1xhpgjSpUsX/vrrLxYvXky3bt2y/c6uXbsYP348qamplC1blo0bN1KjRg39cWOtMFOvXj0URaFOnTr07NmT7t27Y29vr9n1teLMmTP8/vvv6HQ62rZti6Ojo/7YmjVr+O6773j48GGmc+rVq8fs2bOFeAOvXr16WFlZERkZqfkD2xdFastMSkoKV69eRafTUbNmzUzJ4+nTp1m4cCGnTp3Sf1ayZEnc3NwYPXq05nUnKCgIgN69e2f78O7GjRssXLiQvXv3kp6enulYtWrVGDx4MB999JGmmrJDJJsZQmJiIgEBAezbt4/r169jZ2dHgwYN6N27N87OzmbTZW5E86fI7ZTI2p5FJJ+KbDORtT2LSP4UGenPoo3oq3MW9RwXLKOOxsbGsnz5cvbv309sbCz29vY0b96cvn370rJly1zPzSiDVlZWnD9/XhM9DRo0IC0tDQBFUbC1tcXZ2RlPT0/atGmjyT20QLSyVhBkHZUYE9kPNRxz20zk+im1GY7IY8yi2kxkRMvXmjVrxuPHjwkODqZevXr6z9PT02nYsCGqqrJ7925efvnlHK9x6dIlunfvTsWKFTl48KAmup5H5LImtRUeXRKJRJIbcsJMEaRp06YkJyezd+9eqlWrluP3du7cyfjx41FVlRo1arB+/XocHBwA4w36ij7olpiYyLhx4/j111/1n1lZWTF8+HBGjRrFpk2bmD59eo7n29nZ4e/vT+vWrU0hN0cyBoRPnjwp5KQUqe0p/v7+BAQEkJiYCDyddOLj48Nbb71FZGQkQ4YMISkpiefDuKIoODo6EhAQQNWqVTXTk9tA7e+//84nn3xCYmJiFj3P6mrdujV+fn6UKFFCM13PIprNnuXEiRP4+/tz5swZdDod7dq1Y9y4cVSuXJm4uDj69OmjX5HnWV0AnTt3ZtGiRdja2hpFm6iI6E+R2ymRtWUgmk9FtpnI2jIQzZ8iI/1ZtLGECTNFOccF8evo6dOnGTZsGAkJCdnmii4uLvj4+OToP2OUwdu3b7Nt2zZCQkK4ePFiJj3Vq1fHw8MDNzc3KlWqpMn9CoKIZa0gyDoqeRFkP9RwRLaZyPVTajMM0ceYRbSZ6IiYr2U8Bzp8+DDlypXLdKxRo0akpqZy9uxZdDpdjte4e/cubdq0wdbWljNnzmii61lELmtSW+HRJZFIJHkhJ8wUQTISpSNHjugnwOTE2rVrmTNnDoqi0KRJEwIDA7G1tTXaoK/Ig26qqtK7d2/OnDmTbYM+b948fH19iY2N5dVXX2X48OE0aNCA5ORkDh48yMqVK0lMTMTBwYGdO3dSpkwZTXR9//33BTpHURQ++eSTTHuTAppusSW1FZwZM2awadOmLGXN1taWtWvXMmPGDC5cuECxYsXo3r07DRo0ICkpiUOHDnHkyBEUReH1119n8+bNmm3lkNNA7b179+jWrRt37twBoGPHjrzzzjtUrVqVJ0+eEBMTQ1hYGBcuXEBRFNq2bcvKlSs10fQsItosgy1btjBjxgzS0tL0+hRFoXLlymzYsIEZM2awf/9+ABwdHfXaIiMjSUhIQFEUPvjgAxYtWqSpLpER1Z8it1MiawMxfSqyzUTWBmL6U2SkP4s2ppwwI3PcgiFyHb1z5w4uLi7cvn0bnU6Hs7Mzjo6OXLt2jYiICJKTk1EUhbp167Jy5cosD0PA+GUwOjqa4OBgwsLCiI+PB57az8rKivbt2+Pp6UmnTp1MGh9ELWuyjkpMieyHGo7INhO5fkpthiHqGHMGItpMdETN1zJ2GvDz86NTp06Zjrm6unLx4kV27NhBzZo1c7zG//73PwYOHEiVKlWIiIjQRFcGIpc1qa3w6JJIJJL8ICfMFEG6du3KtWvXWLp0KU5OTnl+f86cOaxduxZFUXBycuK7774jKSnJ6IO+og26BQcHM3nyZGxsbBg/fjzdu3cHni6P6e/vj62tLSkpKdSrV49169ZlWUHjjz/+4KOPPiIxMZHRo0czYsQITXRlTGIwhGc7/c9jjC22DEFqg6NHj+Ll5YWiKHTq1Elf1oKCgjh+/DhVq1bl5s2blC1blsDAQGrXrp3p/LCwMD7//HPS09OZM2cOHh4emujKacLM4sWLWbFiBTqdDl9fX959991sz1++fDlff/01iqLkuiVcQRDVZgB//vknPXr0IDk5mSpVqug7qOHh4dy9e5fWrVtz7NgxrKys8PHxyXTvpKQk5s+fz8aNG1EUhYCAAE3fcg4JCdHsWvC0s60FIvvzWURrp0TWZgk+Fc1mImsT2Z/vvPOOZtdSFIW9e/dqdr0MpD/zj6jtlKGYcsKMzHFfHNHq6DfffMMPP/xAiRIlCAwMzLT9QmxsLF988QUHDhxAURRee+01AgMDKVu2bKZrmKoMpqWlcfjwYUJCQvjll1/0D4cAypUrh6urKx4eHrk+lNECkcuarKOGI3JbILI2kfuhN2/e1OxagGZvootsM1Hrp9RWMEQdYwZxbQZix1xR87XZs2cTFBTEa6+9RlBQUKbJVWvWrGH+/Pn06tWLWbNmZXt+WloaAwYMIDIyUvPJgCKXNamt8OiSSCSS/CInzBRBpk+fzqZNm6hXrx7r16/Pc0lfVVUZMWIEERERKIpCly5dmD59Om3btjXJoK8og24DBw7k6NGjDB8+nP/7v//LdGzYsGHs378fRVFYvnw57du3z/YaQUFB+j1m/9//+3+a6OrSpQvXrl1DUZQct8IxhOjoaA1UPUVqKxifffYZO3bs4L333sPX11f/eWpqKh4eHly8eBFFUXJNHhcuXEhAQABt27YlICBAE105TZjp1q0bV69e5ZNPPmHcuHG5XuOLL75g8+bNtG/fnhUrVmiiC8S1GcDcuXP56aefqF+/PoGBgZQqVQqAf//9Fw8PD27fvg3Ap59+ytixY7O9xvDhw4mIiKBr164sWbJEM20FGbDPCUVRNNtjWWR/Zoco7ZTI2izJp6LYTGRtIvuzWbNmPHr0SJNrFZUHyyL7U9R2ylBMOWFG5rjaIUoddXd358KFC0yYMIHBgwdn+5158+YRGBiIoig0bNiQwMDATPm6ObYFu3//Pjt37iQ4OJhTp04B/034aN68OZ6enrz33nsUK1ZM83uLXNZkHTUckdsCkbXJfqjhiGwzUeun1FYwRB1jBnFtBuLGDhA3X/v777/54IMPSElJoXbt2syZM4fGjRsDT3PdDz/8kKioKEaMGMGwYcMyrWR38+ZNfHx89BN91q9fT9OmTTXRBWKXNamt8OiSSCSS/GJlbgES09O/f390Oh0XL17Ew8ODrVu3cvXq1RwHaxRFwdfXl8aNG6OqKrt27eKjjz4ymV5ra2s6dOiAr68vhw8fZtasWTRt2hRVVYmPj2flypV069aNvn37EhISQnJyslF0XLp0CYD3338/y7Fn7dGiRYscr5Gxos+1a9c00xUSEkKvXr1QVRVFUXB3dycyMpLo6Ogc/+CpX0+dOpXtManNvNpOnTqFoigMGjQo0+c6nQ4vLy/9/3NbIcrd3R3Q9o3DnLhx4wbwdC/evPj4448B7XWJbLNDhw6hKAqfffaZfsANoFKlSvTt21cfez09PXO8xtChQ4Gn+yFrSd++ffWDDaqqvvCfVojsz+wQpZ0SWZsl+VQUm4msTWR/bt++nWbNmgFP2+xatWrh5uZWoD9jr0Yi/Zk3orZTIiNzXO0QpY5m9B07dOiQ43emTJnCgAEDUFWVc+fOMXbsWNLT042iJ7+ULl2aXr16sX79enbv3s3w4cOpWrUqqqpy4sQJJk+eTLt27Zg5cybnzp3T9N4ilzVZRw1H5LZAZG0i90Pr16+vib20tpvINhO1fkptBUPUMWYQ12YgdswVNV97+eWX8fHxQVEULl++TO/evenXrx9Lly4lPDycQYMGUb58efz8/OjYsSOjRo1i/Pjx9OrVC2dnZw4ePAiAl5eXppNlQOyyJrUVHl0SiUSSX3TmFiAxPa+99hqTJk1i7ty5XL16FW9vbxRFITIyMsfVZuzs7Fi1ahVDhw7l5MmT/PXXXyZW/ZSMQbdevXrx119/ERwczLZt27hx4wYnTpwgMjKSuXPn8v777+Pp6Zlp+cMXJSEhAYCXXnopy7G6devq/53bTHed7mmV03IwtXjx4syaNQsnJyemTZtGcHAwx44d48svv8y1Y2UKpLaCkbH0e7Vq1bIcy3gICGQawHmejL1w79+/r7G6rNjY2JCSkkKFChXy/G7FihWB/+qTVohss3/++QeA119/PcsxJycn/VtnVapUyfEar776KoD+jTatmDZtGm+++Sbjxo0jNTWVBg0a4Ovri5WVeefTiuzPvDBnOyWyNkv1qfRn9ojsz6pVq7Jq1SqGDx/Or7/+yq1bt1iyZEmW5X5FQ/oze0RtpwxFp9Ph6uqq2RuxuSFzXONgzjqakpICkGeuPXnyZO7cuUNoaCgHDx7Ex8cHHx8fzXS8CDVq1GDMmDGMGTOGEydOsHPnTvbs2UNsbCwbNmxg06ZNmr7lLXJZk3XUcERuC0TWJnI/dPPmzSxatIjVq1ejKAr169enb9++mt6jIIhsM1Hrp9RWMEQdYwZxbQZix1yR8zVXV1fKlSvHzJkzuXHjBsePH+fEiRNZvnfnzh327dun/7+qquh0OoYOHcqYMWM01yVyWZPaCo8uiUQiyS/mzyYkZqFfv374+flRq1YtVFWlZMmSeW7NVLJkSVavXi1EJxb+G3Tbt28fa9eu5eOPP6ZChQrcv3+fDRs20KtXL03vV758eSD7Ga7lypVj+PDh9OjRQ58cZMeZM2eAvJPngtCxY0e2bdtGp06duH79Ov3792fBggX6hN2cSG2GUbJkSQCuX7+e5VjFihVp3rw5VapU0a/skh1Xr14FyLQ3rbGoV68eQK56Mrhy5QoA9vb2mmoQ2WbW1tYA3Lt3L8uxypUr6wdA4uLicrxGbGws8HTyotY4OzvzzTffoCgKUVFRhIaGUq1atQL9aYXI/jQEU7dTImsrDD6V/vwP0f1ZrFgxvv/+e2rWrMnjx4/x9vY2+0oLhiD9mRkR2ylDsbW15csvv2T+/Pkmu6fMcY2Hqeuog4MD8N9vz4158+bRokULVFVl06ZN+Pv7a6pFC1q0aMG0adNYsGCBfmKR1m95W0JZk3XUMERuC0TVJnI/1NraGm9vbz799FNUVeX8+fOULl26wKsCaqkLxLSZyPVTajMckceYRbVZBqLGXNHztfbt27Nz506++eYbunTpQpUqVXJcecfKyopatWoxePBgtm3bZpTJMiB2WZPaCo8uiUQiyS9ywkwRxsnJie3btxMWFsZXX32Vr3NsbW2ZNm0aW7duxcPDg9dee83IKvOHKQbdWrZsiaqqLFmyhEePHmU6ZmNjw5gxY/jyyy+pXr16tucnJSWxZMkSFEWhVatWmmrLwMHBAT8/P2bPno2dnR2rV6/Gw8NDiGXspLb806hRIwBWr16d5Vjx4sUJCgril19+4ZVXXsnxGitWrEBRFP21tGTbtm1cvnxZX8d69OiBqqps3rw5z3O///57o+gS2Wa1atUCYMeOHVmO2dvbc/bsWfbs2ZPrJKKQkBAAo62Q4OTkxLBhw1BVlR9++CFfHXxjIrI/C4op2qmCYgpthc2n0p/i+7NEiRJ8++236HQ6zp8/z6ZNm4xyH2Mj/fkU0dopgOPHj2u6IoYxkDmu8TFFHW3SpAkAK1euzPO7NjY2LF26FEdHR33f9aefftJUz4tw9OhRpk2bRtu2bRk0aBBRUVFA9m+ivgiWUtZkHTUMEduCDETUZgn90HHjxtGpUydUVWXmzJlmf6NcZJuJXD+lNsMReYxZVJs9i4gx1xLyNVtbW7p06cI333zDL7/8wokTJwgPD2fLli2sXbuWLVu2EB4ezqlTp9i+fTsTJ07Ur5plDEQua1Jb4dElkUgk+UVOmJFQq1atXPfXzI46deowd+5cQkNDjaQq/5hq0M3Lywtra2uioqJwd3dn48aN+erMp6SkEB4ejqenJ5cvX8bKyooBAwZoqu15evbsSUhICE2aNOHy5cv07NkTPz8/Id6ultryp0NVVXbu3MmECRP4448/8n1uXFwc3t7eRERE6K+lNTNnzqR79+40b96cfv36cfnyZWxsbNi4cSPbtm3L9pwrV64wePBgfvvtNwA8PDw01SSyzbp164aqqqxYsSLbSUU6nY7q1atTokSJbM//+eefCQwMRFGUbPe31orRo0dTu3ZtUlNT9UtNmwuR/VkQTNVOFQRTaStMPpX+tBx/1q5dmz59+qCqKn5+fqSmphrtXsZA+jMzIrVT8HTFTg8PD3x9fc0tJU9kjmscTFVHPTw8UFWVvXv3MmnSJG7dupXr98uUKcOKFStwcHBAVVXmzZvHtGnTNNVkCBcuXGDBggV06NCBgQMHsmXLFu7evYutrS3dunVj1apV7N27V9N7WlpZk3U0/4jWFjyLaNospR+6cOFCHBwcuH37NsuWLTPaffKDyDYTuX5KbYYj8hizqDZ7HtFiriXma6VKleKVV16hQYMGtGjRggYNGvDKK69ga2trkvuLXNaktsKjSyKRSPKLooryOqxESNLS0vSTYlxdXc2s5j8uXLjAtm3b2LFjh365U1VVKVasGM7Oznh6etKmTRvN77tq1SoWLFgAPN1HNigoKNMejNnRtWtXrl27pn/TcMKECQwZMkRzbdmRnp7OsmXL8PPzIy0tjcaNG/Pll1/y3nvvoSgKJ0+ezHMrLqnNPNrGjh1LeHg4iqKgKAqrVq2idevWuZ4zevRoIiIiSEtLQ1VVOnfuzLfffquZpjlz5nD+/Hmio6MzvQGTsSyxqqpYW1vz+++/6/dSBnj33Xf1yzGqqoqTkxN+fn6a6cpARJvB0wENd3d3YmJiUBSFChUq4Ofnp38LOSdWrFjBtm3biImJQVVVateuzZYtW4zacT106BBDhw7FysqKnTt34ujoaLR75YWo/swv5mqnRNZmyT6V/syKpfgzMTGRwMBAANzd3alatapR7/eiSH/mjkjtVMaWlIqi0Lp1axYsWEClSpXMpic/yBz3xTFXHZ0wYQLbt2/X593ly5cnPDxcv/R5dly+fJmBAwcSHx+PoiioqoqiKCZZveT69ets376d0NBQ/WB5Rn+4fv36eHh44OLiovk2rc9iiWVN1tH8IVJb8DwiabOkfmhQUBCzZ8+mePHiHDhwwKixITdEt5nI9VNqMxyRx5hFtdnziBRzwfLytedJSkqiW7duWFlZaT6ZOSdELmtSW+HRJZFIJPlBl/dXJEWZ5ORkvL29sbKyMvuEGREG3QYOHIijoyOLFy/mypUr+VpitUqVKvz555+UKVOGSZMm4e7ubjR9z2NlZcWIESN4++23mThxIr///rum+zu/CFJb7nz11VdUrlyZtWvXkpaWlutyhRncuXNH//a8q6srs2bN0lRTxpsOqqryxx9/cP78ec6fP8+5c+e4cOECDx48oGLFipkmywDcv39fX1fff/995s2bp6muDES0GTxd8jQgIICRI0dy9uxZ4uLiKFWqVJ7nhYeHc/nyZQBq1qzJ8uXLjf6WR/v27YmOjjbqPfKLqP7MDRHaKZG1WZpPRbCZyNosxZ/29vaMGjXK6Pd5EaQ/849I7RT8N2n4t99+4/3332f8+PH07t1b/7loyBy3YIhQRxcsWECFChX46aefSE1N5cGDB7k+fIGnq2ytX7+esWPH6le/MSZ3795l586dhIaGcvr0aeA/O5UpUwYXFxc8PT31k82MjSWWNVlH84dobcGziKTNkvqhvXv31o+vmfO9TtFtJnK3iz1+AAAgAElEQVT9lNoMR+QxZlFt9jwixVywjHwtN9LT07l586ZJ+zIilzWprfDokkgkkvwgV5iR5MqjR49o1qyZ2WY2izbo9ixXr16lZs2aeX4vY4Zs+/btKVasmAmUZU9ycjILFixg3bp1AGZfxeVZpLaciY2NJSIigg8//DDP7y5fvpy4uDhcXFxo3LixCdRl5tq1a/z7779Z9k+eMGEC9vb2uLi48MYbbxhdh6g2S09PZ9euXezdu5evvvoqzw7o+PHjiYmJwcXFhX79+pk1fpgTUf2ZgcjtlKjaRPapqDYTWZvI/hQZ6U/Lp169eiiKwvfff8/UqVO5d+8eiqJQt25dxo8fT/v27c0tMVdkjps7ItfRvXv3Ehsby9ixY/N1TmpqKhs2bGDNmjVcv35d0359UlIS+/btIzQ0lMOHD5OWlgY8tZWVlRVt2rTBw8MDZ2dnky3v/zyil7WckHVUohWyH2o4ottM5PoptRUMUceYRbaZyIiWr+UXcz4HErmsSW2FR5dEIpHkhpwwI8kVcyRKljDoZskcPnyYsLAwAGbNmoWNjY2ZFf2H1CaRSCwBkdspkbWJisg2E1mbqPz777/Cbosj/Vm4yJgwc/LkSe7fv8+0adM4ePCg/qFa/fr1+fTTT+ncubOZleaOzHH/oyjU0bt371K2bFlNrjVx4kT27dvH48ePgf8mFFWrVg13d3fc3d2pUqWKJvcqysg6KpFIJBJJ0ULLfM0QzP3itEQikUgk5kROmJHkiqkTJZEH3d577z169uyJq6srDg4OZtGQHdOnT6dXr1557qlsDqS2giGqNlF1gdjaREZUu4mqC8Rup0TWJqpPRbaZyNpE9SdAgwYNaN++PZ6ennTq1Alra2tzSwKkPwuKyNqenTCTseLDjh07+OqrrzItZe7o6Ii7uzvvvfceL7/8stF1iWwzkbXJOmo4z66uU6xYMd599108PDxo06aNGVU9RVSbgdRWEETVBWJrkxQuRC5rUpvhiDrGDOLaDKQ2Y2Pq50Ai20xqMxxRdUkkEkl+kRNmJLli6kRJ5EG3jEFxa2trnJyc8PDw4O233zbpvp656apTpw49e/ake/fu2Nvbm1VTBlJbwRBVm6i6QGxthpCUlES3bt2wsrJi7969Rr+fqHYTVReI305lIKI2EX0qus0yEFGbiP6E/7QBlCtXDldXVzw8PPK1xLmxdWUg/Zl/LEHb81ukpKSkEBQUxJo1a/jnn38A9GWyUaNGODs706RJExo2bEjJkiWNpktkm4mqLQNZR/Ovq379+nh6euLi4kLp0qXNLUmPqDYDqa0w6QKxtRmCqfuhhiCqNtl3/w+preC6RBtjflabaDYDqc3YmOM5kKg2k9oKjy6JRCLJL3LCjCRXzJEoiTro5uLiwuXLl4H/Br0rVaqkf+OwevXqZtHVoEED/XLhiqJga2uLs7Mznp6eZh/gldoKlzZRdYmuzRBMHXNFtZuoukDsdkpkbaL6VGSbiaxNVH8CzJ49m7CwMO7du6fXB9CsWTN69uxJ165dsbOzM7ku6c/Cpy2nCTMZpKWlERYWxpo1a4iKitJ/nlEmFUXBwcEBe3t77O3t2bBhgya6RLaZyNpkHTWc6OjoTBONREJUm0lthUuX6NoMQeRtOETVJvvuUtuLIOoYM4hrM6nN+Mi4JrUVRl0SiUSSX+SEGUmumDpREnnQDeD8+fP8/PPP7Nixgzt37gBPEwBFUXjzzTfx9PQ0+Z72t2/fZtu2bYSEhHDx4kW9JoDq1avj4eGBm5sblSpVMpkmqa1wahNVl+jaDMHUMVdUu4mqC8Rup0TWJqpPRbaZyNpE9WcGT5484cCBA4SEhLB//35SU1P1GkuWLMkHH3yAh4cHjRo1Mpkm6c/Cpy2vCTPP8ueff7J79252795NVFQUz3fBtWz3RbaZyNpkHS1ciGwzqa3w6BJdmyGIOikFxNUm++5S24si4hgziG0zqc24pKSkMH36dBRFYf78+Ua/n8g2k9oKjy6JRCLJL3LCjCRPbty4ATzdv13ylNTUVA4ePEhISAgRERE8efJEnwDY29vTo0cPPD09qVOnjkl1RUdHExwcTFhYGPHx8cDTxMTKyor27dvj6elJp06dsLa2Nqkuqa3waRNVl+ja8sKcg4Gi2k1UXZKCI31auBDdn/fu3WP79u2EhIRw7tw5vT6AOnXq0KtXL1xcXORSwf8/IvtTNG2GTJh5lrt373Ly5EmioqKIiYnh5s2b3L9/n127dmmuUTSbWYo2kRHJbsePH9f0ei1bttT0ehmIZDOprfDqEl1bXog6KQXE1Sb77lKbVog6xgzi2kxqK3yIbDOprfDokkgkktyQE2YkQmEpg27/H3v3HhdlnTf+/3UBgmiJidaqreHhViLLUvt6SCUM3VAxcEbvLO1o3pZ22HZzs2XV3NLWNtvt9i5lb13btfJwb7AOhzyAorhYKmK3i3qXsQlpnhDEA6B4/f7wxyQKyEwXM2+H9/Px6PEombl49f7MOFwX11xzuVOnTpGSksLf//53du/eDfzwi5iePXsybtw4RowYQcuWLRu9pVpVVRXZ2dkkJyeTmZlJRUWFsyk0NJS4uDhsNhudO3f2WJO2+Wab1C7pbXWRcDBQ6tykdEl+nZLcVhsJayp5ZpLbaiNhPa/lwIEDJCUlkZKSwvfffw/8cKngYcOGYbPZGu1Swbqevtfm7gkz3iBlZpLb9DnquurngBUMwyA/P9+SbdVFwsy0zfe7pLfVRcJ+aF2ktknokvxY0zb3SDzGDLJnpm3WKikpoaioiObNmxMWFkZAQIBHv7/kmWmb73QppVRt9IQZVa+cnBwyMjIoKioiKCiIO+64g4ceeqjRLp12vR10u9K//vUvkpKScDgcHDp0yNnRvHlzYmJisNvt9O7d26NNZWVlpKenk5SUxK5du5xNAH369MFutxMTE0NQUJBHu7TN99qkdklvu5yEg26Xkzo3b3ZJfp2S3HYt3lpTyTOT3HYtUv/uqGaaJjk5OSQlJbFhwwbOnTtX41LBdruduLg4S3/e1fX0vbbr6YSZy+l61k6fo66z8iOsPP2zrz4PfKtNapf0tstJ2w+9nNQ2aV2SH2va5h6Jx5hB9sy0rX6VlZUUFBQQEBBA586d8fPzc34tLy+P+fPnO9sAWrZsSXx8PM8//7xXrsgqYWba5vtdSilVTU+YacJOnTrFypUr+fLLLwkICGDQoEHExcXh7+/PhQsXePHFF8nMzLzqfs2bN+eXv/wljz76qOVN1/NBtytt27aN5ORk1q1bx9mzZ51NnTt3ZuzYsTz55JMebzp48CBJSUmsWbPG+VFbhmFwww03MHLkSOx2Oz179vR4l7b5XpvULult0g66XU7q3DzdJfl1SnKbKzy5ppJnJrnNFVL/7qh29uxZ1q5dS3JyMjt27KCqqgrDMPD392fQoEEsWrTIku+j6+l7ba+++iqGYTBnzhyaNWtm2XY9SdfzB/ocdV1SUlK9X58xYwaGYTB79mwCAwOvub34+HhLulylzwPfapPaJb1N8n6o1DapXSD7saZt7pF4jBlkz0zbalq8eDFLly7l1KlTAHTs2JHXX3+d++67j507dzJp0iTKy8u58leFhmFw2223sXTpUjp06GBpkyt0PX2rTWqXUqpp0xNmmqj//d//5dlnn+XEiRM1/nzgwIF88MEHvP322/z1r391/nnbtm2pqKigrKwMuPQC9qtf/YonnnjC0i5fOeh2uYqKCrKysli7di2bNm3izJkzInaod+zYQXp6OuvXr+fo0aMA+Pn5efyqPLXRNvdIbZPaBfLaKisrmTlzJoZhMG/ePK80NIS0uXmyS/LrlOQ2dzX2mkqemeQ2d0n9u6NacXEx69evZ+XKleTn51v685qup2dJbpNK8sya+uu7u7y9ptfjVZi8PbP6aJvvdIG8Nsn7oVLbpHZdSdpj7XLa5jqpx5hB7sxA22bNmsWqVauuOhkmMDCQ5cuXM2vWLPbu3UtQUBCjR4/mjjvuoLy8nC1btrB161YMw+D2229n9erV+Pv7W9blrqa+nu6S2ia1SynV9OgJM03Q6dOnGTFiBEePHsXPz48uXboA8PXXX2MYBhMnTmT16tWcO3eO0aNH84tf/MJ5Sfpdu3bxxhtv8M9//pOAgAAcDodHP2PwejzoBrBv3z7Wr19PWloaBQUFYnZmTNNk27ZtvPPOO+zZs0dMF2ibu6S2Se0C2W2SSZ2bt7skv05JbquPN9dU8swkt9XH28/Runz//fesW7eO9evXk5ub67zSjD7W6id1PaHx22bOnMm4ceN86p1vTXk9r0Wfo67TmVlP23ynC2S3Kd8i+bGmba6TeowZ5M4Mmm7btm3beOKJJzAMg6ioKEaPHg3ARx99xPbt2+nQoQOHDh3ipptu4i9/+Qv/9m//VuP+qampTJ8+nYsXL/LGG29gs9ks6fqxmup6/lhS26R2KaWalgBvByjPW758OUePHqVt27YsWrTIeZB369atTJkyxXllmeHDhzN//vwa973nnntYvnw548aN4+uvv+avf/0rM2fO9Pj/w/WgoKAAh8NBSkoKhYWFwKUX/+DgYH72s595tW3btm2kpKSQkZFBSUmJ8887duzoxapLtM09UtukdoHctpKSEoqKimjevDlhYWEEBMh6qZY6N6ldyn26pr5F4nqWlpby2Wef4XA4yM3NxTRN57vuevfujd1u91qbdBLXs5qn2latWsXq1avp3r07Y8eOZfTo0bRq1crS7+Epup6+R+fmOskz0zbXSe0C2W2HDh0C8OrHblyurKyMPXv2UFxcTHBwMGFhYc43/UkhbWaXk/xY0zbXSD7GDDJnVq2pt61atQqABx98kHfffdf559HR0dhsNvbv349hGPzyl7+86mQZgJEjR/LPf/6TpUuXkpqa6vUTZpr6erpLapvULqVU0yTrt3DKI9atW4dhGLz88ss13hF53333Ybfb+eSTTzAMg2effbbW+wcHB/PCCy/w/PPP849//MNT2deFY8eOkZqaisPhcF42rvoXL3fddRd2u50RI0Zwww03eLxt7969rFmzhrS0NOfl7UzTJCgoiOjoaOx2OwMGDPB4l7b5XpvULgltlZWVFBQUEBAQQOfOnfHz83N+LS8vj/nz57Nr1y7nn7Vs2ZL4+Hief/55r/4Szttzu966lPt0TX2LxPWsrKwkIyMDh8PBli1buHDhgvNntbZt2xIXF4fNZvPoFRSvFxLX05tt/v7+VFVVsX//ft58803efvttr8/BFbqevkfn5jrJM9M23+mS3na5oUOH4ufnx86dOxv1ylAfffQRAA8//HCtH+/x3XffMX/+fDZs2MDFixdrfK1jx448/fTTjB8/vtH6XOGpmTWU5MeatrlG8jFmkDkzbbvarl27MAyDp556qsafBwQE8MQTTzBjxgzg0t9ldRkzZgxLly712hU/dD19q01ql1JK6QkzTVD1mej9+/e/6msPPfQQn3zyCQDdunWrcxt9+vQB4MiRI41QeH05c+YM69atw+Fw8Pnnn3Px4kXnDkybNm146KGHsNls9c6zsRQVFZGSkoLD4eCbb74Bfti5ioiIwGazERsb65VfxGubb7VJ7ZLUtnjxYpYuXcqpU6eASwf6Xn/9de677z527tzJpEmTKC8vr/GZwqdPn2b58uVs2bKFpUuXevRda1Lmdr10KffpmvoWietpmiY5OTk4HA7Wr1/PmTNnnH8eEBBAZGQkdrudIUOGiPhMdkkkrqeUts2bN7NmzRqSk5PZv38/FRUVpKWlkZaWxq233orNZiM+Pt750bYSeHtm12ubZDo310membb5Tpf0tvpcvj/aWH7729/i5+fHmDFjrjrJZPfu3UyePJlTp07V2lJUVMScOXNYu3Yt77//Pi1atGj03mvxxMzqI/mxpm2ukXyMGWTOTNvqd/z4caD2K3b07t3b+e/1nXgVGhoKXLrql6foevpWm9QupZS6nJ4w0wRVVlbW+bVOnTo5//3MmTO0bt261ttV/6Khqbpw4QJZWVk4HA42bdpERUUFcOmF3t/fn0GDBmG324mKivL4x6mcPHmS9PR0HA4HeXl5zi6AkJAQYmNjsdvthIeHe7RL23yvTWqXxLZZs2axatWqGgfSioqKePbZZ1m+fDlvvPEG586dIygoiNGjR3PHHXdQXl7Oli1b2Lp1K99++y3Tpk1j9erVjfrLXGlzk96l3Kdr6lukrueePXtwOBykpqZy4sSJGl1du3ZlzJgxxMXFOQ8Aqkukrqe0ttDQUJ588kmefPJJ9u3bR1JSEqmpqRw/fpzCwkL++Mc/8p//+Z8MHjzYuV/gjROyJM3semqTTOfmOskz0zbf6ZLWtnDhQrfvu2jRIpo1a1bjz6ZNm/Zjk2qo7SSTkpISnn32WUpLSwG4//77eeCBB+jQoQPnz5/n66+/JjU1lb179/L555/z/PPPs2TJEsuapM/scpIea9r240g+xgwyZ6ZtDdeyZUtKS0spKiqiTZs2Nb52880306dPHw4fPsx3331HWFhYrdsoKChwdjcmKTPTNt/uUkqpuugJM01Qx44dKSgoYNu2bYwZM6bG11q3bs2yZcs4dOgQVVVVdW5jy5YtANx6662N2irNjh07WLNmDWvXrnVeJaL6hf62227DZrMRFxfHzTff7NGu8vJy58cLZGdnO9fONE38/PwYOHAgNpuN6OhoAgMDtU3bfK5Lctu2bdtYuXIlhmEwdOhQRo8eDVy6DPX27dt56aWXOHToEDfddBN/+ctfanxm8BNPPEFqairTp09n7969JCcnW/55wVLnJrVLuU/X1LdIXc+DBw/icDhwOBx8++23zia4dLAwJiYGu93O3Xff7bGm64HU9ZTeVi08PJwZM2Ywffp0srOzSU5OJjMzk4qKCrKyssjKyiI0NNRjH/kleWaS2yTTublO8sy0zXe6JLctXLgQwzBcvp9pmiQmJl7154158ke1JUuWUFxcTEBAAO+++y7Dhg2r8fX777+fSZMmkZiYyIIFC/jHP/5BWloaI0aMsOT7S5+Z1MeatrlH6jFmkDszbXPdnXfeSXZ2NsuWLWPBggU1vhYcHOz8iLz6/OlPf8IwDO68807L+yTOTNt8r0sppRpCT5hpgiIjI/nmm29YsGABPXv2pHv37s6v+fn51fpRTZc7cOAA7733HoZhEBUV1di5YkRFRfH9998DP+zABAcH87Of/Qy73U7fvn290vXKK6+QkZHBuXPnarR17NiRMWPGMGbMGNq3b69t2uazXdLbVq1aBcCDDz7Iu+++6/zz6OhobDYb+/fvxzAMfvnLX9Y4WabayJEj+ec//8nSpUtJTU219IQZqXOT2qXcp2vqWySv5/Dhw52/6Kju6tOnDzabjZiYmKsu+69kr6fkttr4+/sTGRlJZGQkZWVlpKenk5SUxK5duzh+/DhLlixhyZIl9OnTB7vdTkxMDEFBQZY2SJ6Z5DbJdG6ukzwzbfOdLultt912G99++y2GYbj8kUHe+oihjIwMDMPg6aefvupkmctNnjyZwsJCVq9eTVJSkmUnzEiemeTHmra5TuoxZpA7M21zz9ixY9myZQvp6en4+fnx3HPP0aVLlwbd99ixY7zzzjts3LgRwzAYO3aspW1SZ6ZtvtWllFINZZje/qBV5XHHjh1j5MiRlJWVERQUxAMPPMBLL73ET3/603rvt337dtLT0/n0008pLy8nJCSE1NRU2rZt66HyS+/eNAyD3Nxcj//C4/LLw/Xq1Qu73c6IESNo2bKlRzuudHlXUFAQw4YNw2azMWDAAC9WXaJt7pHaJrULZLdVHwhZtWrVVe/GSEpKYsaMGRiGwT/+8Q9uuummWrfx9ddfM2rUKG666SZycnIsa5M6N6ldDeHN16lrkfIaej2tqa5n3d+7mrT1rG5r166d82oedV1aWhJdz9pJbnPFwYMHSUpKYs2aNXz33XcAGIbBDTfcwMiRI7Hb7fTs2dOS7yV5ZpLbrkWfo67TmdVO21wntQtkt507d4558+axatUqDMMgPj6eX//61/Uew/LU87au79OrVy8qKytxOBx069at3m3s27ePuLg42rZtS3Z2tiVd0mdWTdpjTdtcJ/UYM8idGWibu1566SU+++wzDMPAMAz+/Oc/069fv3rv8/zzz7Nx40aqqqowTZPhw4fz3nvvWdoleWba5jqpXUop1VB6hZkmqF27dixcuJCpU6dSVlZGWloazzzzzDXv9/rrr3PgwAFM0yQ4OJg//OEPHj1ZxttCQ0MZPXo0drudrl27ejunhoiICOx2O7Gxsdx4443ezqlB29wjtU1qF8htO378OHDpjPor9e7d2/nvN9xwQ53bCA0NBaCsrMziOrlzk9ql3Kdr6lukrmf11bsiIyPx8/Pzds51Q+p6guy2hurUqRMvvvgiL774Ijt27CA9PZ3169dz9OhRVqxYwapVq8jPz7fs+0memeQ2ySTObfv27Q263c6dOxt0JaV77733xybVIHFm1bTNdVK7QG5bcHAwc+bMYejQoSQkJJCUlMQXX3zBW2+95dWrV9SnWbNmVFZW0q5du2vetvpjakpLSy37/tJnJvWxBtrmKsnHmEHmzKppm+t+//vf85Of/ITly5dTVVXVoDeUFBcXc+HCBQDi4uKYM2dOo7RJnRlomzukdimlVEPoFWaasCNHjrBo0SI2bNhARkbGNT83cMqUKWzevJlBgwYxffr0a77bwx3XOug2ceJEDMPgT3/6k8cPul24cIGAAHnnmO3bt6/GGbySaJt7pLZJ7QLZbf3796e0tJSVK1dy11131fjauXPnmDRpEocPH2bp0qV17rTm5ubyyCOPEBoaytatWy1rkzo3qV0g+3VKcpvUNZU8M8ltUtdTMl1P90hu+zFM02Tbtm2888477NmzB8Mw2Lt3ryXbljwzyW36HHVd9VUVrGAYhqUnjUmdGWibO6R2gey2yxUXF5OQkEBmZiZ+fn48/vjj/PznP7/qOKC3rzAzYcIEdu7cyd/+9jciIiLq3cb27duZOHGi5fvI1aTNTPJjTdtcJ/UYM8idGWjbj3X06FE2btzIv//7v1/ztomJiRw7dozY2NirjmVaRfLMtM11UruUUqqh9IQZ1WAHDx6kVatWtG7dutG+h+SDbkop5Y5nnnmG7OxsYmJiWLBggVvbePbZZ9m0aRORkZEsWrTI4kLlCsmvU5LbpJI8M8ltynW6ngpg27ZtpKSkkJGRQUlJCXDp5Jlbb72VDRs2eLmuadPnqOusPCBu5UljSqm6rV69mnnz5nHu3Dm6devG/Pnzuf32251f9/QJM7Nnz6Z3795069YNwzBYvXo1v/nNbxg/fjyzZs2qdxuPP/44X3zxRaPvI0uZmVJKKaWUUqrxyDyVWTWqI0eOcMstt7h8v06dOjVCzdWknsO1cOFCS7c3bdo0S7bT0EthN5Qn3x3vKm1zj1VtUrtAdtvYsWPZsmUL6enp+Pn58dxzz9GlS5cG3ffYsWO88847bNy4EcMwGDt2rGVdIHduUruqSX2dArltktdU6sxAbpvk9Xzssccs25ZhGHz44YeWbU/X03WS2xpq7969rFmzhrS0NI4ePQpceiwEBQURHR2N3W639HPdJc9Mchvoc9RV8+bNs2Q7jUHqzEDb3CG1C2S31Wbs2LH069eP6dOnk5eXx9ixY3nuueeYMmWKVz7Kcvbs2cClj0K64447uP3222nWrBkrV67knnvuYfTo0Vfd58CBA8ydO5fPP/8cwzCw2WyN2ihlZpIfa9rmOqnHmEHuzEDb3DFz5kzGjRtHz549LdmelaTODLTNHVK7lFKqofQKM03QHXfcweDBg7Hb7URFReHv7+/tJKekpCRLtxcfH2/Ztqx81yFg2TvoJL8bUtvcI7VNahfIbgN46aWX+OyzzzAMA8Mw+POf/0y/fv3qvc/zzz/Pxo0bqaqqwjRNhg8fznvvvWdpl9S5Se0C2a9TktukrqnkmUluk7qeYF2baZqWXvFA19M9ktvqU1RUREpKCg6Hg2+++Qb44WSMiIgIbDYbsbGxtGrVyvLvLXlmktv0OepbJM9M21wntQtkt9Xn4sWLLFq0iPfff5+qqiruuusu3nrrLWJiYjxytZQ33niD/Px89u3bx9mzZ51/Xj1L0zTx9/dn9+7dNT62ZtiwYRQVFTlvM3ToUN5///1G67yct2cm+bGmba6TeowZ5M4MtM0d1V3du3dn7NixjB49ulH2QdwhdWagbe6Q2qWUUg2lV5hpgqqqqsjKyiIrK4vQ0FDi4uKw2Wx07tzZ22mWHlhsDFadX2blThHIfTckaJu7pLZJ7QLZbb///e/5yU9+wvLly6mqqiIsLOya9ykuLubChQsAxMXFMWfOnEZpkzo3qV2SX6ckt4HMNZU8M8ltIHM9ATp06FDv1w8dOoRhGLRv395DRZfoerpPctvlTp48SXp6Og6Hg7y8POCH9pCQEGJjY7Hb7R75XHfJM5Paps9R3yN5ZtrmOqldILutLtVXPh0yZAivvPIKu3fv9ujfgwkJCcCl2X3zzTfk5+eTn5/Pnj172Lt3L6dPn+bmm2+ucbIMQFlZmXPeI0eOZO7cuR5r9vbMQPZjTdtcJ/UYM8idGWibq/z9/amqqmL//v28+eabvP32241ylUt3SZxZNW1zndQupZRqCD1hpgl69NFHSU1NpaSkhOPHj7NkyRKWLFlC7969GTt2LA8++CDNmzf3dqY4GRkZdX7NNE2io6MxDIOUlBSPzu9al8KeMWOG87OhAwMDPVR1iba5R2qb1C6Q3QYQEBDAq6++ylNPPcXGjRsb9LF4kZGRREREEBsby1133dUoXVLnJrVLuU/X1LdIXs/MzMx6v159skJqamqjvgv4eiJ5PSW3AZSXl5ORkYHD4SA7O+ZoeJkAACAASURBVJuqqirg0r6Bn58fAwcOxGazER0d7bE+yTOT3CaZzs11kmemba6T2gWy2xqiZ8+eJCcn87vf/Y6PP/7Y49/fMAy6du1K165diY2Ndf75t99+y5EjR666/aBBg2jVqhWxsbHcc889nkx18tbMJD/WtM11Uo8xg9yZgba5Y/PmzaxZs4bk5GT2799PRUUFaWlppKWlceutt2Kz2YiPj2/QcUqrSZ0ZaJs7pHYppVRD6UcyNVHnz58nKyuL5ORkNm3a5LyKgWEYtGzZklGjRmGz2bjzzju9XHr9qL7sXGNfhtVVUrtA29wltU1qF8huk0zq3KR2KffpmvoWyespuU0qyTPzZtsrr7xCRkYG586dA354N13Hjh0ZM2YMY8aM8fiVjBpC19P3SJpbQUFBjSvXVlZWMmvWrDpvb7PZ6Nu3ryfSapA0sytpm+ukdoHstitlZ2eTmpoKwJw5c2jWrJmXi+STNDPJjzVtc53ULtA2d0lo27dvH0lJSaSmpnL8+HHg0u+C/Pz8GDx4MHa7naioKPz9/b3SdyUJM6uLtrlOapdSSlXTK8w0Uc2aNSM6Opro6GhKSkpISUkhOTmZPXv2cPr0aVauXMnKlSvp3r0748aNIzY21mufb3m9HHRTSqnazJw5k3HjxtGzZ09vp6hGIvl1SnKbVJJnJrlNuU7X8/rmcDic/x4UFMSwYcOw2WwiLm2urKHP0YZbsWIFiYmJnD59mpycHOcvWi5cuEBSUlKdHxeRm5uLw+HQd5kq1Qhc3Q8dNGgQgwYNauSqS6TuI0uemVJK/Vjh4eHMmDGD6dOnk52dTXJyMpmZmVRUVJCVlUVWVhahoaHExcVhs9lq/ByslFJK+To9YUbRunVrJkyYwIQJEzhw4ABJSUmkpKTw/fffs3//ft544w3mz5/v8YPAetBNKeULVq1axerVq+nevTtjx45l9OjRXjsBUVlL8uuU5DapJM9Mcptyna6n74iIiMButxMbG8uNN97o7RxlEX2ONlxVVRVTp04lKyvLeZWl3Nxc7r333qtue/kVl6qqqjhy5AgHDx5k2bJlTJ482WPNSjUVkvdDpbZJ7VJKKSv5+/sTGRlJZGQkZWVlpKenk5SUxK5duzh+/DhLlixhyZIl9OnTB7vdTkxMDEFBQd7OVkoppRqVn7cDlCxdu3bll7/8JRs3bmTp0qXExsbSvHlzKioqSE1N5amnnmLYsGEsXry41s8TtkJVVRVTpkzh9ddf59ChQ5w6dYrc3Nxab9u+fXvnPzfffDOmaToPuimllAT+/v6Ypsn+/ft58803GTx4ML/4xS/Iycnxdppyk+TXKcltUkmemeQ25TpdT9+SnJzMp59+yiOPPKIny/gIfY66bv78+WzatAnTNOnVqxcffPABvXv3rvW2mZmZzn+ysrIYNGgQpmmyfPlyqqqqPFyulO+TvB8qtU1ql1JKNZYbb7yRcePG8cknn7Bu3TqeffZZOnTogGma7NixgxkzZjBo0CBmz57Nnj17vJ2rlFJKNRo9YUbVyjAMBg4cyNtvv83WrVuZN28e/+///T/8/PwoLCzkD3/4Aw888ABTpkyx/HvrQTellC/ZvHkzv/rVr+jRowemaVJRUUFaWprzBMRFixY12gmIqnFIfp2S3CaV5JlJblOu0/X0LeHh4d5OUBbT56hrDh06xMcff4xhGEyYMIGVK1cSFRXlvCLPtSQkJODv78+xY8fYuHFjI9cq1fRI3g+V2ia1SymlPKFTp068+OKLZGRksHz5ch599FHatWtHWVkZK1asYNy4cd5OVEoppRqNnjCjrqlFixbEx8fz4YcfsmXLFl5//XVuv/12Lly4QFZWlqXfSw+6KaV8TWhoKE8++SR///vfSU5O5vHHHyc0NBTTNCksLOSPf/wjQ4cOZcqUKWzYsKHJ/JLleiX5dUpym1SSZya5TblO19P3bN++3dJ/lHfpc9R1DoeD8+fP07VrV1577TWX7x8WFsb9998PoFdvUKoRSN4PldomtUsppTytb9++JCQk8Lvf/Y6ePXsCOD9+UymllPJFAd4OUNeP77//nnXr1rF+/Xr279/fKN+j+qBbt27dftRBt8zMTHJycoiOjm6ESqWUck94eDgzZsxg+vTpZGdnk5ycTGZmJhUVFWRlZZGVlUVoaChxcXHYbDY6d+7s7WR1BcmvU5LbpJI8M8ltynW6nr5n4sSJGIZhybYMwyA/P9+SbSn36HPUddnZ2RiGwfjx4/Hzc++9WMOGDSMjI4Ndu3ZZXKeUupzk/VCpbVK7lFKqsW3bto2UlBQyMjIoKSlx/nnHjh29WKWUUko1Lj1hRtWrtLSUzz77DIfDQW5uLqZpOs8m7t27N3a73dLvpwfdlFJNgb+/P5GRkURGRlJWVkZ6ejpJSUns2rWL48ePs2TJEpYsWUKfPn2w2+3ExMQQFBTk7WyF7NcpyW1SSZ6Z5DblOl1P36TvsvQd+hx1XWFhIQD9+vVzext33nknAEePHrWkSSlVP8n7oVLbpHYppZSV9u7dy5o1a0hLS3P+XGaaJkFBQURHR2O32xkwYICXK5VSSqnGoyfMqKtUVlaSkZGBw+Fgy5YtXLhwwXkwuG3bto367gk96KaUampuvPFGxo0bx7hx4zh48CBJSUmsWbOG7777jh07drBz507efPNNRo4cid1ud14KVXmH5NcpyW1SSZ6Z5DZfYNWVQRpK19P3zJs3r96vz5gxA8MwmD17NoGBgR6qUu7S56jriouLAWjXrl2dtwkICKB///51/p0bGhoKUOPdy0opz5C8Hyq1TWqXUkq5o6ioiJSUFBwOB9988w3wwxsCIiIisNlsxMbG0qpVK29mKqWUUh6hJ8wo4NIPQzk5OTgcDtavX8+ZM2ecfx4QEEBkZCR2u50hQ4Y0+HPc3SH5oNvChQsbdLtFixbRrFmza95u2rRpPzYJgO3btzfodjt37mzQu1zuvffeH5vkpG3ukdomtQtkt7miU6dOvPjii7z44ovs2LGD9PR01q9fz9GjR1mxYgWrVq2y9CMbpM5NahfIfp2S3CZ1TSXPTHKb1PUEeOyxxxp0u0mTJl3zKhKGYfDhhx9akaXr6SbJbfHx8fV+fcaMGQCMHj2a4OBgy77vtUiemeQ2fY66rvrv0PLyckJCQmq9TWBgIMuWLatzG2VlZc7bWUnqzEDb3CG1C2S3ucLT+6G+0Kb77j/QNtdJPcYMcmcG2maFkydPkp6ejsPhIC8vD/jhJJmQkBBiY2Ox2+2Eh4c3yve/nOSZaZvrpHYppVRDGaZeR7pJ27NnDw6Hg9TUVE6cOAH88ENS165dGTNmDHFxcc6Df43t7rvvpqKigk2bNnHLLbe4tY3CwkKGDRtGixYtyM3NtawtPDzc0ncj792715LtWNllGIalO/Ta5h6pbVK7QHbbj2GaJtu2beOdd95hz549GIZh2d8dIHduUrtA9uuU5Dapayp5ZpLbpK4nWNdmmqalf+fqerpHctu1VLfn5uZ69IQZyTOT3KbPUdcNHTqUw4cP88knn3D33Xe7tY2cnByefPJJOnfuTHp6uiVdIHdmoG3ukNoFstt+jMbeD/0xpLY11X130DZ3SD3GDHJnBtrmrvLycuenCWRnZ1NVVQVc+nvLz8+PAQMGYLPZiI6O9uiVMSXPTNtcJ7VLKaUaSq8w0wQdPHgQh8OBw+Hg22+/BX44SaZly5bExMRgt9vdPuj1Y7Rp04bDhw9z+PBhtw9UFhUVAbh9//pYdX6Z1R8DIPm8N21zj9Q2qV0gu81V27ZtIyUlhYyMjBrvUu7YsaPl30vq3KR2SX6dktwGMtdU8swkt4HM9QTo0KGDtxNqpevpPsltUkmemdQ2fY66rnv37hw+fJjs7Gy3jx1kZGQAly77bzWJM6umba6T2gWy21zlyf1QV0lt0333S7TNdVKPMYPcmYG2ueqVV14hIyODc+fOAT80duzYkTFjxjBmzBjat2/vtT6JM6umba6T2qWUUg2hJ8w0QcOHD3f+MF39ItanTx9sNhsxMTEefQfklSQfdKverjTz5s3zdkKdtM09UtukdoHstobau3cva9asIS0tjaNHjwKX/o4OCgoiOjoau93OgAEDLP2eUucmtQtkv05JbpO6ppJnJrlN6noCZGZmejuhVrqe7pHcJpXkmUlu0+eo6wYOHMimTZtYsWIFkyZNonnz5i7dv7S0lJSUFAzDYMiQIZa2SZ0ZaJs7pHaB7LaG8sZ+6PXepvvuNWmb66QeYwa5MwNtc4fD4XD+e1BQEMOGDcNms3nt7/XLSZ0ZaJs7pHYppVRD6UcyNUHVn0HZrl074uLisNlshIWFeTfq//eXv/yFuXPn0rZtWzZs2ODWQbef/exnlJaW8tZbb/HQQw81UqlSSv14RUVFpKSk4HA4+Oabb4AfTmSMiIjAZrMRGxtLq1atvJmpLiP5dUpym1SSZya5TblO17Pp8dZHMin36HPUdcXFxURFRVFZWUl8fDxz58516f4vvPAC69ato3Xr1mRlZREUFNRIpUqpK0neD5XaJrVLKaXqEx4eTkREBHa7ndjYWG688UZvJymllFIi6QkzTdC0adOw2WxERkbi5+fn7Zwa9KCbUsrXnTx5kvT0dBwOB3l5ecAPB9pCQkKIjY3Fbrc7T25Uskh+nZLcJpXkmUluU67T9Wx69ISZ64s+R92zYMECEhMTMQyDmJgYZs6cSevWreu9T1lZGQkJCaxduxbDMHjttdeYOHGih4qVarok74dKbZPapZRSDbVv3z79O0oppZRqAP1IpiZo4cKF3k6oU5s2bXj88cdJTEwkKSmJ8vJylw66rVu3DsMwmDp1apM5SKmUkq+8vJyMjAwcDgfZ2dlUVVUBlw62+fn5MXDgQGw2G9HR0QQGBnq5VtVH8uuU5DapJM9McpsvOHToUJ1fa9euHc2aNbP0++l6KiWbPkfdM23aNL744gvy8vJIT08nKyuLBx98kKioKHr06EG7du0AOHbsGEVFRWzYsIH09HROnjwJwODBg5kwYYI3/xeU8mmS90OltkntUkopd+jJMkoppVTD6BVmlDiVlZU89thj5OXlYRgGLVq0aPBBN9M0GTJkCIsXL8YwjEbtLCwsZOfOncTFxTn/rLy8nJEjR9Z5n2eeeYaHH364UbsACgoK6Ny5s/O/KysrmTVrVp23t9ls9O3bt9G7QNvcJbVNahfIaXvllVfIyMjg3LlzwA/vSOvYsSNjxoxhzJgxtG/f3vLv6y4pc5PcJfl1SnLblaSsqeSZSW67kpT1vFxFRQUOh4Mvv/ySOXPmOP/87Nmz9O7du865jB8/npkzZ1reo+tpDcltl5N0hRnJM5PUps9R95w+fZqXX36ZzZs3A1zz/7/6Z+GhQ4eyYMEClz/+yl2SZnYlbfOdLpDTJnk/VGqb1K66SHms1UbbXCP5GDPInFk1bavf9u3bLd3evffea+n2riRhZnXRNt/pUkqp2ugJM03QY489Ztm2DMPgww8/tGx71SQfdDtx4gRvvvkm6enpNGvWjJycHFq2bAnU/AVMbU+tG264gbS0NG6++eZGaVuxYgWJiYmcPn2anJwc/P39r+qqTadOnXA4HI367hht8602qV0S2y5/N0dQUBDDhg3DZrMxYMAAS7/PjyVtbtK7JL9OSW4DmWsqeWaS20DmesKlA4OvvfYaRUVFAGzatIlbbrmlRltd/P39WblyJT179rS8S9fTN9tqI+GEGckzk9qmz1H3paSksHjxYr766qt6b9epUyeee+65Gr8UbEySZ6ZtvtMlsU3yfqjUNqldV5L2WNM290k+xgwyZ6ZtrqneJ7GCYRjk5+dbsq0rSZqZtvlul1JK1Uc/kqkJ+uKLLyz5Qck0zUZ799wNN9xAYmKiuINux48f55FHHqGwsBDTNDFNk/3799f6S5f4+Hjnv58/f57U1FTOnDnDBx98UO+ZtO6oqqpi6tSpZGVlOXeicnNzaz3r+/J3w1RVVXHkyBEOHjzIsmXLmDx5sqVd2uZ7bVK7pLdFRERgt9uJjY3lxhtvtHz7P4bUuUntqib1dUpym+Q1lTozyW2S1zMvL49nnnmGiooKTNMkIiKC0tJS5wkz1QzDYO7cuc7/vnDhAm+99RZnz55l4cKFLFq0yPI2XU/faWvouzV37tzZoI/osfLdmlJnJr0N9Dn6Y4waNYpRo0aRn5/P1q1b+eqrryguLsY0TUJCQujSpQsDBgyo9yC5lSTPTNt8p0t6m+T9UKltUrtA9mNN21wn9RgzyJ2ZtrlH8vvlpc5M23yrSymlGkKvMNMEDR06tN6vHzp0CMMwGnyZ0czMTCuy6iXloNvkyZPZvHkz/v7+PPHEEzzzzDM1Ptf+8rNk9+7dW+O+b731FsuWLSM4OJjNmzdbuuM9b94855V+evXqxZQpUxgyZEitZ+9e2TVp0iSys7O5+eab2bhxo/M+2qZt11OX5LZ9+/aJ/sxgqXOT2lUXKa9TktuupzWVMjPJbVLX0zRNYmNj+frrrwkNDWXu3LlERkbWuE19batWrWLmzJn4+fmxdu1afvrTn1rWVhtdz+u3TfK7NaXOTHpbbfQ5ev2SPDNt850uyW2S90Oltkntqib1saZt7pF6jBnkzkzbXJeUlFTv12fMmIFhGMyePbtBV/W4/OQtK0icmbb5XpdSSjWIqdQVevToYYaHh5tnz571dooou3fvds5mzZo1td7mzJkzzttcqbS01Ozdu7cZHh5url692rKu7777zuzZs6cZHh5u/va3v3W5q6CgwIyIiDDDw8PN9evXW9albb7XJrVLeptkUucmtUu5T9fUt0hez/Xr15s9evQw77jjDnPfvn0ut124cMGMiooyw8PDzSVLlljaJpXk9ZTc1qNHD8v+qa3dXZJnJrlNMp2b6yTPTNt8p0t6m/Itkh9r2uY6qceYTVPuzLStcXjz90CSZ6ZtvtOllFINpR/JpFQDpaenA3DfffcRGxvr8v1btWrFyJEjWbVqFZ9//jl2u92SLofDwfnz5+nWrRuvvfaay/cPCwvj/vvvJzMzk5ycHKKjoy3p0jbfa5PaJb2toR/Z0FBWfmSD1LlJ7VLu0zX1LZLXs/rKh/Hx8fTo0cPl+/v7+xMbG8vixYv54osveOqppyxrk0ryekpumzdvnmXbspLkmUluk0zq3PRnXG3zVJvULultkp+jUtukdoHsx5q2uU7qMWaQOzNt8z2SZ6ZtvtOllFINpSfMKFEk75x+/vnnGIbBmDFj3N7G0KFDWbVqFf/85z8t68rOzsYwDMaPH4+fn59b2xg2bBgZGRns2rXLsi5t8702qV3S2yZOnCj2Ixukzk1qF8h+nZLcJnVNJc9McpvU9QTIy8vDMAxiYmLc3sbgwYNZvHgxBw4csKxL19P32qy+HLlVJM9Mcps+R12nP+Nqm6fapHZJb5P8HJXaJrULZD/WtM11Uo8xg9yZaZvvkTwzbfOdLqWUaig9YUaJInnn9MiRIwDceeedbm+ja9euAJw4ccKSJoDCwkIA+vXr5/Y2qv+fjh49aklTNW1zj9Q2qV0guw3ANE3Lt2kFqXOT2gWyX6ckt0ldU8kzk9wmdT3hh5+xunTp4vY2br311hrbsoKup3skt0kleWaS2/Q56h79Gdd12uY6qV0guw3kPkdBbpvULsmPNW1zndRjzCB3ZqBtvkbyzLTNdVK7lFKqofSEGSWO1J3T0tJSAFq3bl3nbQIDA3nxxRfr/HqrVq0AOHPmjGVdxcXFALRr167O2wQEBNC/f/86DwKHhoYCUFJSYlmXtvlem9Qu6W3X+siGGTNmYBgGs2fPJjAw0NLvfS1S5ya1q5rU1ymQ2yZ5TaXODOS2SV7P6p+xgoOD67xNcHAwH330UZ1fr/67+Pz585a26Xr6VptUkmcmuQ30OeoqqR9LBnJnpm2+1SW9TfJ+qNQ2qV0g+7Gmba6TeowZ5M5M23yP5Jlpm+90KaVUQ+kJM0oUyQfdAgMDOXfuHKWlpdx444213iYgIIBnn322zm0cP34cgBYtWljWVX2Ju/LyckJCQmq9TWBgIMuWLatzG2VlZc7bWUnbfKtNapf0tmt9ZMOMGTMAGD16dL2/4G0MUucmtQtkv05JbpO6ppJnJrlN6noCtGzZklOnTnHy5Mk62wzDoE+fPnVuo/odn9UHoa2g6+l7bbUpKCigc+fOzv+urKxk1qxZdd7eZrPRt29fSxskz0xymz5HXSf1Y8lA7sy0zbe6pLdJ3g+V2ia1C2Q/1rTNdVKPMYPcmWmb75E8M23znS6llGooPWFGiSL5oNtPfvITCgoKKCgocF6q31UHDhwAcPv+tWnTpg2HDx/m8OHD3HLLLW5to6ioCMDt+9dF29wjtU1qF8huk0zq3KR2gezXKcltUtdU8swkt0ldT7j0M1Z+fj579uwhLCzMrW18+eWXADVOfPixdD3dI7ntcitWrCAxMZHTp0+Tk5ODv78/ABcuXCApKanOd9Dl5ubicDgsPSAoeWaS2/Q56lskz0zbfKcLZLcp3yL5saZtrpN6jBnkzgy0zddInpm2+U6XUko1lJ+3A5S6Xtx+++0AZGZmur2NtLQ0DMOgV69eVmXRvXt3ALKzs93eRkZGBgARERGWNFXTNvdIbZPaBbLbJJM6N6ldyn26pr5F8nr26tUL0zRJS0tzexspKSkYhmH5lT+kkryektsAqqqqmDJlCq+//jqHDh3i1KlT5Obm1nrb9u3bO/+5+eabMU2TgwcP1vsOO3dInpnkNsl0bq6TPDNtc53ULpDdpnyL5MeatrlO6jFmkDsz0DZfI3lm2uY6qV1KKdVQesKMUg0UFRWFaZp8+umnfP/99y7f/+uvv3buCEVHR1vWNXDgQEzTZMWKFZSXl7t8/9LSUucvhoYMGWJZl7b5XpvULultkkmdm9Qu5T5dU98ieT2HDx8OwMaNG9mxY4fL99+wYQPbt28HYMSIEZa2SSV5PSW3AcyfP59NmzZhmia9evXigw8+oHfv3rXeNjMz0/lPVlYWgwYNwjRNli9fTlVVlWVNkmcmuU0ynZvrJM9M23ynS3qb8i2SH2va5jqpx5hB7sy0zfdInpm2+U6XUko1lJ4wo+pU16XDm6rhw4fTtm1bKisrmTZtGqdPn27wfc+cOcPLL79MZWUlXbp04b777rOsa9SoUQQFBXHixAnmzJnj8v1/85vfUFJSQkhICA8++KBlXdrme21Su6S3SSZ1blK7lPt0TX2L5PXs378/4eHhmKbJCy+8wN69ext83/z8fBISEjAMg0GDBjnfIeXrJK+n5LZDhw7x8ccfYxgGEyZMYOXKlURFRTk/julaEhIS8Pf359ixY2zcuNGyLskzk9wmmc7NdZJnpm2+0yW9TfkWyY81bXOd1GPMIHdm2uae7du31/tPtZ07d17ztpff3gpSZ6ZtvtWllFIN5T979uzZ3o5QnvXYY4+RlJRU5z/fffcdhmGwY8cOkpOT671tcnKy6M97t5K/vz9t2rRhw4YNHDt2jLVr19K1a1d++tOf1nu/3NxcJk2aREFBAYZhMH/+fDp16mRZV3BwMOfOnWPnzp3s27ePb775hn79+tG8efN671dWVsb06dNZt24dhmHwi1/8os53xGqbtknukt52LQsXLsQwDP7jP/6DZs2aefR7S52b1C7lPl1T3yJ9PW+//XaSk5M5e/YsSUlJlJeXExYWxo033ljr7U+cOMFf/vIXfvWrX3HmzBlatGjBf/3Xf9G6dWvL2ySSvJ6S2z7++GO2bt1Kt27deP/992t9s8H58+dZvHgxhmEwbdq0Gl9r3bo1+fn5FBQUcNNNNxEZGWlJl+SZSW6TTOfmOskz0zbf6ZLedi3e3A+9Fqltuu+ubVaReowZ5M5M29zzwAMP1Pv7nep9GIfDUe/vgKp/DzR16lTL2qTOTNt8q0sppRrKME3T9HaE8qzw8HBLrh5jmiaGYbj0zl1f8Nvf/paPPvrIOcNbb72VqKgoevToQdu2bQE4fvw4hYWFZGRk8PXXX1P9NJs6dSrPP/+85U2VlZU89thj5OXlYRgGLVq04MEHH3R2tWvXDoBjx45RVFTEhg0bSE9P5+TJk5imyZAhQ5wH87VN267HLult9an+Ozk3N5fg4GCPfm+QOzepXcp9uqa+Rfp6pqSk8Oqrr3LhwgXn9+jRo0etP6/t3r2bixcvYpomgYGBvPfee9x///2N0iWV5PWU2jZx4kR27NhBQkICjz76aK23OXv2LL17965znyk5OZlXX32ViIgIPv30U8vapM5MeptkOjfXSZ6ZtvlOl/S2+nh7P7Q+Utu83SX5saZt7pF4jBlkz0zbXBMeHm7Zthrj90ASZ6ZtvtellFINoSfMNEFDhw61dHvVn5nalPzpT39i4cKFVFRUXPMF3DRNmjVrxi9+8QueeOKJRms6ffo0L7/8Mps3bwau/ZFa1U/9oUOHsmDBgmue7att2ia9S3pbXbx90A3kzk1ql3Kfrqlvkb6eO3fuZObMmRw4cKDevuqusLAw5s2bxz333NOoXVJJXk+Jbffffz9HjhzB4XDQrVu3Wm9zrRNmDhw4wMiRI2nbti3Z2dmW9kmc2fXQJpnOzXWSZ6ZtvtMlva0uEvZD6yK1TUKX5MeatrlH4jFmkD0zbWu4pKQkS7fXGJ80IG1m2uabXUopdS16woxSbioqKmLJkiWkpaVRWlpa622Cg4OJiYlh8uTJhIWFeaQrJSWFxYsX89VXX9V7u06dOvHcc88RFxfnkS7QNndJbZPaBbLbriThoFs1qXOT2qXcp2vqWySvZ1VVFevXr+fvf/8727Zt49y5czW+3qxZM/r27ctDDz3EqFGjCAgI8FibVJLXU1LbXXfdxfnz59m2bRshISG13qayspLJkydjGAZ//vOfr/p6SUkJ3wpiPQAAIABJREFU/fv3JyAggD179jRKp6SZXUlym2Q6N9dJnpm2+U4XyG67kqT90CtJbZPUJfmxpm2uk3qMGeTODLTN10iembb5TpdSStVFT5hR6ke6ePEie/bs4f/+7/8oLi7GNE1CQkLo2rUrvXr1IjAw0Ctd+fn5bN26la+++qpGV5cuXRgwYIDz3a7apm2+2iWlbfv27fV+feLEiRiGwZ/+9CeCgoKuub17773XqrQ6SZjb9dSl3Kdr6lukr6dpmhQVFVFcXMzFixcJCQmhU6dOepJMHSSvp4S2u+++m4qKCjZt2sQtt9zi1jYKCwsZNmwYLVq0IDc31+LCmiTM7Hpsk0zn5jrJM9M23+mS0iZ5P1Rqm9Su+kh4rGmbdaQeYwa5M9M23yN5ZtrmO11KKXUlPWFGKaWUakTV70KzgmEY5OfnW7ItpZRSSrlv6NChHD58mE8++YS7777brW3k5OTw5JNP0rlzZ9LT0y0uVEop1ZRJ3g+V2ia1SymllFJKKdW49O2Uqk6HDh2q82vt2rWjWbNmHqxRSqnrl56bqpRSSvmW7t27c/jwYbKzs90+YSYjIwOAiIgIK9OUUkopQPZ+qNQ2qV1KKWWVgoICOnfu7PzvyspKZs2aVeftbTYbffv29USaUkop5TV6wkwTV1FRgcPh4Msvv2TOnDnOPz979ixDhw6t850V48ePZ+bMmZ7KVPW41iVjXeXJy+y6Stvc46nLE7uqKcwMYN68eZZty2pS5ya1S7lP19S36Hr6FsnrKblt4MCBbNq0iRUrVjBp0iSaN2/u0v1LS0tJSUnBMAyGDBliWZfkmUluk0zn5jrJM9M210ntAtltkvdDpbZJ7QLZjzVt8y2SZ6ZtP86KFStITEzk9OnT5OTk4O/vD8CFCxdISkqq8/dAubm5OBwOyz8STPLMtM11UruUUqqh9COZmrDt27fz2muvUVRUBMCmTZu45ZZbgEsnzPTu3bvO+/r7+7Ny5Up69uzpkVYJFi5caOn2pk2bZsl2JF8yVtvcI7VNahfIbpNM6tykdin36Zr6Fsnr+dhjj1m2LcMw+PDDDy3bnlSS11NyW3FxMVFRUVRWVhIfH8/cuXNduv8LL7zAunXraN26NVlZWQQFBVnSJXlmktsk07m5TvLMtM11UrtAdpvyLZIfa9rmOqnHmEHuzEDb3FVVVcXUqVPJyspyXkXrr3/9q/OEhOrfAxmGQfv27Wvc78iRIxiGwc9//nMmT55sWRPInpm2uU5ql1JKNZReYaaJysvL45lnnqGiogLTNImIiKC0tNR5wkw1wzBqHPy9cOECb731FmfPnmXhwoUsWrTI0+les3DhQste9MHanRnJ571pm3uktkntAtltkkmdm9Qu5T5dU98idT2/+OILS35eM03T0p/7pJO6niC3rU2bNjz++OMkJiaSlJREeXk5M2fOpHXr1vXer6ysjISEBNatW4dhGEydOtWyk2WqSZ0ZyG6TTOfmOskz0zbXSe0C2W3Kt0h+rGmbayQfYwaZM6umba6bP38+mzZtAqBXr15MmTKlzjdKZ2Zm1vjvSZMmkZ2dzfLly3n66aedV6WxitSZgba5Q2qXUko1hJ4w0wSZpklCQgLl5eWEhoYyd+5cIiMj67x9fHz8VfefOXMmmzdvprCwkJ/+9KeNnSyGVS/6Vu4USb5krLa5R2qb1C6Q3SaZ1LlJ7VLu0zX1LZLXs0OHDt5OuO5IXk/JbXDplxNffPEFeXl5pKenk5WVxYMPPkhUVBQ9evSgXbt2ABw7doyioiI2bNhAeno6J0+eBGDw4MFMmDDB0ibJM5PcJpnOzXWSZ6ZtrpPaBbLblG+R/FjTNvdIPMYMsmemba47dOgQH3/8MYZh8Oijj5KQkODS/RMSEhg5ciTHjh1j48aNREdHW9YmdWagbe6Q2qWUUg2lH8nUBG3YsIFp06YREBDA3/72N3r06HHVbS6/FN/evXtrfK2qqophw4Zx+PBhXnnlFZ566ilPpXvVd999Z+n2OnbsaOn2lFLXj4KCAjp37uz878rKSmbNmlXn7W02G3379vVEmlJKKaVccPr0aV5++WU2b94MXPuXFtW730OHDmXBggU0b9680RuVUkopkL0fKrVNape6vukxZuUpixcv5t1336Vbt26sWbMGPz+/q25T3++BAKZOnUpmZiaPPPIIv/nNbzyRrZRSSnmcXmGmCaq+tF58fHytJ8tci7+/P7GxsSxevJgvvviiyZwwozsfSqkfa8WKFSQmJnL69GlycnKclzK9cOECSUlJdf6SLTc3F4fDQWBgoCdzlVJKKXUNN9xwA4mJiaSkpLB48WK++uqrem/fqVMnnnvuOeLi4jxUqJRSqqmTvB8qtU1ql/INeoxZeUp2djaGYTB+/PhaT5ZpiGHDhpGRkcGuXbssrlNKKaXk0BNmmqC8vDwMwyAmJsbtbQwePJjFixdz4MABC8uUUso3VVVVMXXqVLKyspzvLM/NzeXee++96rbt27evcb8jR45w8OBBli1bxuTJkz3WrJRSSqmGGzVqFKNGjSI/P5+tW7fy1VdfUVxcjGmahISE0KVLFwYMGOB896ZSSinV2CTvh0ptk9qllFLuKCwsBKBfv35ub+POO+8E4OjRo5Y0KaWUUhLpCTNN0IkTJwDo0qWL29u49dZba2xLKaVU3ebPn8+mTZsA6NWrF1OmTKF379613rb6KmDVJk2aRHZ2NsuXL+fpp592vrNNKaWUUvJEREQQERHh7QyllFJK9H6o1DapXUop5Y7i4mIA2rVrV+dtAgIC6N+/f50n9YeGhgJQUlJifaBSSiklhHvXYVPXtTNnzgAQHBxc522Cg4P56KOPWL58ea1fr7606Pnz560PVEopH3Lo0CE+/vhjDMNgwoQJrFy5kqioqAYfPEtISMDf359jx46xcePGRq5VSimllFJKKXW9k7wfKrVNapdSSrmr+mOYysvL67xNYGAgy5Yt489//nOtXy8rK3PeTimllPJVeoWZJqhly5acOnWKkydPEhISUuttDMOgT58+dW7jyJEjALRq1apRGn3Vq6++yqFDhzAMgxYtWhAWFkZcXBw9evTwdppSqpE4HA7Onz9Pt27deO2111y+f1hYGPfffz+ZmZnk5OQQHR3dCJVKKaWqxcTE8K9//QuAFi1acNtttzFu3Dgefvhh74YpUbZv327p9mr7qAellFLKXZL3Q6W2Se1SqjZ6jFk1RJs2bTh8+DCHDx/mlltucWsbRUVFAG7fXymllLoe6AkzTdCtt95Kfn4+e/bsISwszK1tfPnllwB07tzZwjLft3v3bucvYCIjI1m7di3Lly/nnXfeYfjw4d6NU0o1iuzsbAzDYPz48c53drhq2LBhZGRksGvXLovrlFJK1cY0TQzDYNq0aeTn5/PGG2/w/fff89JLL3k7TQkxceLEOi9b7irDMMjPz7dkW0oppRTI3g+V2ia1S6na6DFm1RDdu3fn8OHDZGdnc/fdd7u1jYyMDAD92FmllFI+TT+SqQnq1asXpmmSlpbm9jZSUlIwDIO+fftaWOb7TNPENE0AFi1aREZGBo888gj/8z//4+UypVRjKSwsBKBfv35ub+POO+8E4OjRo5Y0KaWUqttdd93FvffeS9++fXnyySd5++23mT9/PlVVVd5OU8JU/2xvxT9KKaWUlSTvh0ptk9qlVG30GLNqiIEDB2KaJitWrKj3Y5nqUlpa6vw90JAhQxqhUCmllJJBrzDTBA0fPpyPP/6YjRs3smPHDpdPetmwYQPbt2/HMAxGjBjRSJW+6bPPPqvx34ZhMH36dLffuaKUkq+4uBiAdu3a1XmbgIAA+vfvX+c71UNDQwEoKSmxPlAppVQNv/vd7676sxEjRujPvaqGefPmeTtBKaWUqpPk/VCpbVK7lKqNHmNWDTFq1CjeeecdTpw4wZw5c5g7d65L9//Nb35DSUkJrVu35sEHH2ykSqWUUsr79ISZJqh///6Eh4ezb98+XnjhBZYsWcLtt9/eoPvm5+eTkJCAYRgMGjSI7t27N3Kt7/P39/d2glKqEVUfrCgvLyckJKTW2wQGBrJs2bI6t1FWVua8nVJKKaW8Lz4+3tsJSimlVJ0k74dKbZPapVRD6TFmdaU2bdrw+OOPk5iYSFJSEuXl5cycOZPWrVvXe7+ysjISEhJYt24dhmEwdepUgoKCPFStlFJKeZ6ectxEvf766wQEBHDy5Ekefvhh3n33XQ4fPlzn7U+cOMGiRYt4+OGHKSkpITg4mF//+tceLFZKqetTmzZtAOr9O/ZaioqKALjlllssaVJKKaWUUkop5bsk74dKbZPapZRSP8a0adO4++67MU2T9PR0HnjgAX7961+zYcMGCgsLKS8vp7y8nMLCQnJycvjtb3/Lz372M9atWwfA4MGDmTBhgpf/L5RSSqnGpVeYaaJ69erFW2+9xauvvkpFRQWJiYkkJibSo0cPevToQdu2bQE4fvw4hYWF7N69m4sXL2KaJoGBgSxYsICwsDDv/k8IVVZWxp49eyguLiY4OJiwsDC6dOni7SyllJd0796dw4cPk52dzd133+3WNjIyMgCIiIiwMk0ppZqUM2fOUFxczMmTJzEMg1atWtG+fXt9B7BSSimlfI7k/VCpbVK7lCopKaGoqIjmzZsTFhZGQID+Skc1XGBgIP/93//Nyy+/zObNmzlz5gyffvopn376aZ33MU0TgKFDh7JgwYI6P4ZOKaWU8hX601UTNmrUKNq3b8/MmTM5cOAAAPv372f//v1X3bb6h6SwsDDmzZvHPffc49FWCT766CMAHn744Vovcfndd98xf/58NmzYwMWLF2t8rWPHjjz99NOMHz/eI61KKTkGDhzIpk2bWLFiBZMmTaJ58+Yu3b+0tJSUlBQMw2DIkCGNVKmUUr7p22+/5ZNPPuEf//gHX3311VVf9/f3p3v37jzwwAPEx8fToUMHL1QqpZRSSllL8n6o1DapXcq3VVZWUlBQQEBAAJ07d3Z+NBhAXl4e8+fPZ9euXc4/a9myJfHx8Tz//PO0atXKG8nqOnTDDTeQmJhISkoKixcvrnXf+HKdOnXiueeeIy4uzkOFSimllHcZZvWZEKrJqqqqYv369fz9739n27ZtnDt3rsbXmzVrRt++fXnooYcYNWpUkz2LPTw8HD8/P3bu3ElwcHCNr+3evZvJkydz6tQp6npKGYZBv379eP/992nRooUnkpVSAhQXFxMVFUVlZSXx8fHMnTvXpfu/8MILrFu3jtatW5OVlaWfGayUUg1QWVnJG2+8waeffkpVVRVAvT+jAQQEBDBx4kR+/vOf06xZM4+1KqWUUkpZTfJ+qNQ2qV3Kdy1evJilS5dy6tQp4NIbLl9//XXuu+8+du7cyaRJkygvL79qP8YwDG677TaWLl2qJ/wrt+Tn57N161a++uoriouLMU2TkJAQunTpwoABA+jdu7deVUYppVSToifMqBpM06SoqIji4mIuXrxISEgInTp1arInyVwuPDwcwzDIzc2tccJMSUkJI0aMoLi4GID777+fBx54gA4dOnD+/Hm+/vprUlNT2bt3L4ZhMHDgQJYsWeKt/w2llBcsWLCAxMREDMMgJiaGmTNn0rp163rvU1ZWRkJCAmvXrsUwDF577TUmTpzooWKllLp+lZaWMmXKFPLy8pwHl9u3b88dd9xBhw4daNGiBZWVlZw+fZrCwkK+/PJLzpw5A1w6+HzPPf9fe/cendOV/3H8s5NHIi5R97rUpXWJa9u02mrpNC51TYSEorRaOqsXqrTVm7q0SmuKTmdqivmF+tHlMkQFUUWqorSUVDWhtJS4VAhBiUic3x9+0jEkwjx5zpHzfq2Vtcg+e6/P05npPOe7v2efO/XPf/6TBmcAAHBDc/J9qFOzOTUXip6RI0dq3rx5lzXDBAQEaNasWRo5cqRSUlIUGBioiIgINWrUSJmZmVq7dq3WrVsnY4waNGig+fPnX/EkdAAAABQcDTNAAeXVMDNhwgRNmzZNHo9HkyZNUtu2ba84f+rUqbnv/JwwYYI6duzoq+gAbJaVlaXHHntMSUlJMsaoRIkSat++vcLCwlS/fn1VrFhRkpSWlqbU1FStXLlS8fHxOnbsmCzL0oMPPqgpU6bwdAcAFMDFp3sl6Z577tHQoUN1xx135Hm9ZVlKSEjQ1KlTc/893aFDB02cONFXkQEAALzOyfehTs3m1FwoWjZs2KB+/frJGKOwsDBFRERIkmbPnq2NGzeqatWqOnDggMqWLauZM2eqbt26l8xfunSphg0bpvPnz2vMmDGKioqy42MAAAAUGTTMAAWUV8NMx44dtXv3bv35z3/WkCFD8l3jzTff1Pz589WyZUtNmzatsCMDcJBTp05p6NCh+uqrryTpqgW0i//33KpVK02cOPGa358OAG60ceNG9e3bV8YY9evXT6+88kqB554/f17vvvuuZs6cKWOM/vWvf6lRo0aFmBYAAKBwOfk+1KnZnJoLRcfQoUO1bNkydejQQZMmTcr9fXZ2tqKiorRjxw4ZY/Jthhk/frxiYmJ0//33KyYmxlfRcYPZuHGjV9dr1qyZV9cDAMApaJgBCiivhpnbb79dWVlZiouLU506dfJdY/v27YqMjFSFChWUmJhY2JEBONCSJUs0ZcoU7dy5M9/ratSooWeffVaRkZE+SgYAN74RI0Zo3rx5uueeezRz5szrWqN79+7atm2bHn/8cb366qteTggAAOB7Tr4PdWo2p+bCjS8sLEyHDh3SvHnz1KRJk0vGYmNj9dprr8kYo6+//lply5a94hq7du1S586dVbZsWa1fv94XsXEDurif4Q3GGCUnJ3tlLQAAnMZjdwD43mOPPea1tYwx+uSTT7y23o2oWLFiysrKyj2WNT+VKlWSJGVkZBR2LAAO1blzZ3Xu3FnJyclat26ddu7cqfT0dFmWpTJlyujWW29V8+bNFRoayjHOAHCNtmzZImOMHn300eteo2fPnnrjjTeUlJTkxWQAAAD2cfJ9qFOzOTUXbnxHjhyRJFWrVu2ysdDQ0Nw/lypVKs81ypcvL0k6efKkl9OhqOF5eQAAro6GGRf69ttvvXIjZ1kWN4S60Kn93Xffaf/+/SpTpky+1/7888+SpODgYF9EA+BgDRs2VMOGDe2OAQBFym+//SZJql+//nWv0bRpU0nS3r17vZIJAADAKZx8H+rUbE7NhRtXyZIllZGRodTUVJUrV+6SsUqVKumuu+7SwYMHtX//ftWqVeuKa+zevVuSrlqLhruNGzfO7ggAANwQaJhxoapVq9od4Ya2ePFihYaGqk6dOjLGqEuXLtq0aZPmz5+vkSNH5jv373//u4wxlx23CQAAgP/e6dOnJSnPo8sL4mLRmqc1AQAAAHhbkyZNlJiYqBkzZmjixImXjAUFBWn27NlXXWPatGnUmHFVXbt2tTsCAAA3BBpmXGj16tV2R7ihjRo1StKFG5hGjRqpQYMGKlasmObOnas777xTERERl835+eefNXbsWH3zzTcyxigqKsrHqQHYZePGjV5dr1mzZl5dDwCKkuzsbBljFBAQcN1rBAUF5a4FAABwI3LyfahTszk1F4qe7t27a+3atYqPj5efn5+effZZ3XrrrQWam5aWpgkTJighIUHGGHXv3r2Q0wIAABR9xuIlhkCBjBkzRsnJydq+fXvu08uScl9LZVmW/P399f3338vj+aMXrW3btkpNTc29plWrVpo8ebJvwwOwTUhIiNdeX2eMUXJyslfWAoCi6OK/czdv3pzb+HKtTp8+rdDQUBljlJKS4uWEAAAAhc/J96FOzebUXCiaXnjhBS1fvlzGGBljNH36dN177735zhk0aJASEhKUk5Mjy7L08MMP68MPP/RRYgAAgKKLE2aAAho+fLikC00vv/zyi5KTk5WcnKxt27YpJSVFp06dUqVKlS5plpEuHOd/sS+tU6dOGjt2rM+zA7AXvakAAAAAAF9y8n2oU7M5NReKnvfff18333yzZs2apZycHNWqVeuqc9LT03NPwYyMjNRbb71VyCkBAADcgYYZ4BoZY3TbbbfptttuU3h4eO7vf/31V/3222+XXd+iRQsFBwcrPDxcd955py+jAnCAcePG2R0BAAAAAOAiTr4PdWo2p+ZC0eTxePTqq6/qySefVEJCgipXrnzVOX/605/UsGFDhYeHq2nTpj5ICQAA4A68kgkAAABAkXDxKP3Ro0crICDgutbIysrSiBEjeCUTAAAAAAAAABRxNMzgunTo0EF79uyRJJUoUUI1a9ZUjx491LNnT3uDOciBAwckSVWrVrU5CQAAgDtcbJj5b1mWRcMMAAAAANtRYwYAAChcvJIJ1+3iRsLAgQOVnJysMWPG6NChQ3rhhRfsjma706dPq1WrVvLz81NycrLdcQAAAFyD5wEAAAAAFAXUmAEAAAofDTO4Lk2bNlWFChUkSU888YQkKSwsjKdw/wMbNgAAAL4zc+ZMuyMAAAAAgFdRYwYAACg8vJIJKASnT59WaGgoR/kDAAAAAAAAAK4ZNWYAAIDC52d3AAAAAAAAAAAAAAAAAMCXeCUTAAAAgCIrOztbu3fv1qFDh3Tq1CmdO3dOxYoVU4kSJVSpUiXVqlVLQUFBdscEAAAAAAAAAPgYDTPIV0ZGhr755hulpqYqMDBQjRs31u233253LAAAACBfmzZt0rRp07RhwwZlZWXleZ0xRnXq1NHDDz+snj17qkKFCj5MCQAAAAAAAACwCw0zLrd161Z9//338ng8uv/++1WzZs3csU8++UR/+9vf9Pvvv18yJyQkRG+//bYaN27s67gAAABAvs6fP68RI0ZowYIFkiTLsvK93rIs/fTTT9q5c6diYmL0yiuv6JFHHvFFVAAAAAAAAACAjYx1tQoyiqQTJ05oyJAh+vrrr3N/5+fnp2eeeUYDBw7UvHnzNGLEiDznFy9eXFOmTNG9997ri7g3nJycHC1evFiS1LVrV5vTAAAAuMeoUaM0Z84cSVKzZs3UokULlStXLvfkxMTERFWuXFnvvfeegoKCtGPHDiUmJmrNmjXKzMyUMUYvvviiBgwYYPMnAQAAAOBm1JgBAAAKHw0zLmRZlnr27KmtW7de9sStMUZjx47VpEmTdPjwYd1666165pln1KhRI509e1ZfffWV/ud//kcnTpxQuXLlFB8frzJlytj0SQAAAIA/rFu3Tv3795fH49Ff/vIXdejQ4bJrEhMT9dxzz6l69epauHChAgMDJUlHjhzRqFGjtHLlSnk8Hi1YsED169f39UcAAAAAAAAAAPiI/6hRo0bZHQK+tWjRIs2ePVvFihXTsGHDNH78+NyNhU2bNmnt2rU6ceKEQkJCNHfuXDVu3Fhly5ZVxYoVdffdd6t169ZasmSJMjIyFBQUpGbNmtn9kWyVmpqq5OTk3J+ffvpJe/fu1bFjx2RZloKDg+2OCAAA4Arjx4/X7t279dxzz6l3795XvKZGjRry9/fXsmXLVLp0aYWGhkqSSpQooQ4dOujbb7/V/v37de7cObVq1cqX8QEAAAC4FDVmAAAAe3DCjAs98cQT2rBhg5555hk9//zzl4w9/fTT+vLLL2WM0dSpU9WyZcsrrjF79my9/fbbaty4sf71r3/5IrajJCUlad68eVq9erUyMjLyvTY4OFgtWrRQv3791KRJEx8lBAAAcJ8HHnhA6enpWrFihW655ZY8r9u3b5/atm2rBg0aKDY29pKx9evX64knnlC1atW0atWqwo4MAAAAwKWoMQMAANjPz+4A8L2ffvpJktSpU6fLxnr16pX757vvvjvPNS4+bfvrr796OZ2znT59Wi+88IJ69eql2NhYHT9+XJZl5fuTkZGhZcuWqUePHhoyZIiysrLs/hgAAABF0sUic6lSpfK97uLTmVf6LnvxNUyHDx/2cjoAAAAAoMYMAADgJB67A8D3Lm4k3HTTTZeNXdwgkCRjTJ5reDwX/qtz9uxZL6dzrvPnz6t///5KSkqSZVmqVauWwsLC1LBhQ1WtWlWlS5dW8eLFJUmZmZk6ceKEDh48qOTkZCUkJGjPnj1avny5jhw5ohkzZsjf39/mTwQAAFC03HTTTTp69KiSkpIUFhaW53U7duyQpCt+Hzt27JgkKSAgoHBCAgAAAHAtaswAAADOQsOMC1WoUEG//fabUlJS1KJFi0vGypcvr2eeeUYHDx7UkSNHVL169SuusXXrVklSxYoVCz2vU8ydO1dbtmyRx+PR66+/rl69euXbVHRReHi4hg0bpk8//VRjx47Vpk2bNHv2bD322GM+SA0AAOAeoaGhWrFihSZOnKh77rlHJUuWvOway7I0efJkGWPUoEGDy8YXLlwoSapbt26h5wUAAADgLtSYAQAAnIVXMrlQs2bNZFmWPvjgA50+ffqSsWLFimnw4MF6991382yWyczM1AcffCBjjO655x5fRHaEzz77TMYY9e/fX7179y7QjcxFxhg9+uijGjBggCzLUlxcXCEmBQAAcKdHH31UkrRr1y717ds3t8n7orS0NA0ePFgbNmyQJPXo0SN3bO/evXrnnXcUExMjY4y6dOniu+AAAAAAXIEaMwAAgLMYy7Isu0PAt3788Uf16NFD58+fV82aNfXEE0+oY8eOKl26dL7zsrKytHr1av3973/Xrl275O/vrwULFigkJMRHye1177336sSJE1qxYoVuueWW61pj3759atu2rYKCgrRlyxYvJwQAAMDbb7+t2bNn5xaeK1eurKpVq+r333/Xzz//rJycHFmWpdatW+ujjz6SdOE1TPfff7+kCyfQ3HPPPZoxY4b8/Hi+AAAAAID3UGMGAABwFirALtSoUSO99NJLsixLe/bs0ahRo7Rz586rzouIiNCQIUO0a9cuSdKQIUNc0ywjSWfOnJGkKx7tX1A+IaunAAAgAElEQVRBQUGSLmzEAAAAwPuGDx+uZ555Rv7+/rIsS4cOHdLmzZu1Y8cOZWdnS5KioqI0adKk3Dlly5aVn5+fPB6PevfuralTp9IsAwAAAMDrqDEDAAA4i8fuALDHE088oZo1a2rChAn6+eefVbdu3avOqVKlivbs2aMyZcrolVdeUbdu3XyQ1DmqVaumPXv2aMOGDerYseN1rbFmzRpJUtWqVb0ZDQAAAP/PGKPBgwere/fuWrZsmX788UdlZGSoZMmSqlevntq1a6d69epdNm/KlClq0qSJypQpY0NqAAAAAG5AjRkAAMBZeCUTtHv3btWuXfuq1yUkJCgnJ0ctW7ZUYGCgD5I5y3vvvafp06erYsWKmj59uurUqXNN87dv367HH39cJ06cUP/+/fXSSy8VUlIAAAAAAAAAgNNQYwYAAHAWGmaAAkpPT1dERISOHDkij8ej8PBwtW7dWo0aNdLNN98sY8xlc9LS0pScnKzVq1crNjZWWVlZKleunJYtW6abbrrJhk8BAAAAAAAAALADNWYAAABnoWEGuAb79u1T//79tXfv3ktuXvz9/VWqVCkVL15cknT27Fn9/vvvOnfuXO41lmWpcuXK+vjjj9WgQQOfZwcAAHCTn3/+WVu3blXXrl0vG1u5cqVWrFihXbt26ezZs6pcubLuuOMORUZGqkaNGjakBQAAAOAW1JgBAACcg4YZl1uxYoW+/PJLHT58WGXKlFFoaKgiIiJUunTpfOedPXtWTz31lIwx+uSTT3yU1hnOnDmjTz/9VJ988okOHz5coDlVq1ZVly5dNGDAAJUsWbKQEwIAALhXRkaGXnvtNSUkJKh48eLasmVL7lh6eroGDx6sTZs2SbpQbL7IGCM/Pz89+eSTGjx4sDwej8+zAwAAAHAHaswAAADOQMOMS6Wnp+u5555TUlLSZWPBwcF6+eWXFR0dnef806dPKzQ0VMYYpaSkFGZUR0tJSVFKSor279+vY8eO6ezZs/L391dQUJBKly6t2rVrq169eqpbt67dUQEAAIq8rKwsPfLII9q+fbssy5Kfn5+SkpIUEBCgs2fPqlevXkpJSZFlWSpbtqxuv/12lSpVSkePHlVSUpLOnDkjY4wiIyM1btw4uz8OAAAAABegxgwAAGAfGmZc6Ny5c+rVq5d+/PFHWZalChUqqHr16kpNTdWRI0ckXXjCNioqSm+99Zb8/PwuW4OGGQAAADhNTEyMxo8fL2OMnnjiCfXr10+VKlWSJE2dOlUTJ06UMUaDBw9W//79VaxYsdy5p06d0qRJkzR79mwZYzR58mSFhYXZ9VEAAAAAAAAAAIXs8k4IFHkLFizQtm3bZIzRG2+8obVr12rOnDlKTEzUhx9+qCpVqsiyLC1YsEAvvfSS6KkCAADAjWDZsmUyxqhnz54aNmxYbrOMJC1atEjGGD322GN6+umnL2mWkaRSpUrpzTffVJcuXWRZlubMmePr+AAAAAAAAAAAH6JhxoUubiRER0erb9++Msbkjj388MOKjY3VnXfeKcuyFB8frzfffNPGtDeeEydO6IMPPlB4eLjuvPNONW/eXAMGDNDKlSvtjgYAAFCk/fLLL5KkRx555JLfnz9/Xnv27JEk9enTJ981+vfvL0mcoggAAADANtSYAQAAfMNjdwD43o4dOyRJ0dHRVxy/6aabFBMTo6eeekqbNm3SggULVKlSJT3//PO+jOlYmzZt0pQpU7R161Z5PB61aNFCQ4YM0c0336y0tDT17t1bqampuSfznDlzRuvWrdO6dev08MMP6y9/+YsCAgJs/hQAAABFz/nz5yVJFStWvOT3fn5+8vf3V3Z2tqpUqZLvGhfnHj9+vHBCAgAAAHA9aswAAADOwAkzLvT7779LkmrUqJHnNUFBQfr4448VEhIiy7L0j3/8QwsXLvRVRMdasGCB+vXrp8TERGVkZOjo0aNavHixevXqpd9++01vvvmm9u3bJ8uyVLNmTXXs2FGtWrVScHCwLMvSihUr9MYbb9j9MQAAAIqkypUrS5K2bt162dhtt90mSdq3b1++a2zfvl2SVL58eS+nAwAAAABqzAAAAE5Cw4wLlSpVSpJ09OjRq143ZcoUVa5cWZZlacSIEfr66699EdGR9uzZo7feekvZ2dm6+eab1bt3b/Xu3Vtly5bVoUOH9Morr+irr76Sx+PRO++8o88//1wTJ07U5MmTtWbNGj3yyCOyLEtLlizR+vXr7f44AAAARU6LFi1kWZYmTJigjIyMS8a6du0qy7I0ffr0POfn5OToo48+kjFGd999d2HHBQAAAOAy1JgBAACchYYZFwoJCZEkffbZZ1e9tnLlyvr4449VokQJZWdna+DAgfr+++8LO6IjzZ49W2fPnlXDhg0VFxenESNGaMSIEYqNjVX58uX1zTffyLIsDRgwQFFRUZfMLV68uEaPHq2wsDBZlqW5c+fa9CkAAACKrn79+ikwMFA///yz+vbte8lJM3369FHjxo01f/58/e1vf9O5c+cumXvgwAE9++yz2rRpkyTp0Ucf9Wl2AAAAAEUfNWYAAABnoWHGhTp06CDLshQTE6MFCxZc9foGDRpo0qRJ8vf31+nTp9WvXz/Fxsb6IKmzrF27VsYYDR06NPeUHulCU1GfPn1y3ycbHR2d5xpPPfWUJCkpKalwwwIAALjQLbfcotGjR8sYo507d6pnz57q27evPvroIy1fvlxPPvmkKlSooMmTJ+uhhx7SwIED9eKLL6pHjx5q06aNvvrqK0kXGm/uuOMOmz8NAAAAgKKGGjMAAICzGOviNzC4xrlz59S9e3dt375dxhjdcsstatKkicaMGaOgoKA858XFxem1115TTk6OJMmyLBljlJKS4qvotrrjjjt09uxZJSYmqnz58peM/fTTT4qIiJAxRtu2bZO/v/8V1zh+/Ljuu+8+FStWTD/88IMvYgMAALjO2rVrNWrUKO3fv1+SZIy56hzLsuTxePTUU09p8ODBhR0RAAAAgAtRYwYAAHAWTphxoWLFimnatGlq3LixLMvS3r179fnnn+fbLCNJ4eHh+utf/6pSpUrJjX1WF29Qjh8/ftnYzTffnLsRk5aWlucahw8flnTh+EwAAAAUjpYtWyo+Pl5//etf1a5dO1WpUkWWZV3xx8/PT7fddpv69++vxYsX0ywDAAAAoNBQYwYAAHAWj90BYI+KFStq/vz5Wr58uT7//HMdPXq0QPNat26tRYsW6b333tMXX3xRyCmd5bbbbtMPP/ygZcuWadCgQZeMBQcH64cfftChQ4cUHByc5xqLFi2SJNWtW7dQswIAALhdQECA2rVrp3bt2kmSTp06pSNHjuj333/XmTNnFBQUpJIlS6pq1aoKCAiwOS0AAAAAN6DGDAAA4Cw0zLiYMUYdOnRQhw4drmletWrV9OGHH+rgwYPaunVrIaVzno4dO2rr1q2aNm2abr75ZnXv3v2ScY/Ho+rVq+c5f+HChZo5c6aMMerUqVNhxwUAAMC/KVWqlEqVKmV3DAAAAAAuRo0ZAADAWYzlxnfrANchKytL3bp1065du2SMUcWKFTV58mQ1btw433nTpk3T4sWLtWvXLlmWpbp162rBggU8yQwAAGCjzMxMdezYUX5+flq5cqXdcQAAAAC4ADVmAAAAZ/GzOwCcLTMzU61atVKbNm3sjmK7gIAAxcTEqEmTJrIsS2lpaQV6Snn58uXauXOnLMtS7dq1NXXqVG5kAAAAbHb+/HkdOHBA+/fvtzsKAAAAAJegxgwAAOAsvJIJ+bq4kWCMsTuKI1SqVElz587V559/rpUrV6pmzZpXnVOrVi1lZ2crPDxcffv2VWBgoA+SAgAAAAAAAACchhozAACAc/BKJuTr9OnTCg0NlTFGKSkpdscBAAAAvILvuQAAAAAAAADgbrySCQAAAAAAAAAAAAAAAK5CwwxQCDIzM9WqVSu1adPG7igAAAAAAAAAgBsMNWYAAIDC57E7AFAUnT9/XgcOHJAxxu4oAAAAAAAAAIAbDDVmAACAwkfDDAAAAADX8Xg8ioyMpPgMAAAAAAAAAC5FwwzyxUYCAAAAiqKAgAC9++67dscAAAAAAAAAANiEhhnki40EAAAAAAAAAAAAAABQ1NAwg6s6fvy4UlNTVbx4cdWqVUseD/+1AQAAAAAAAAAAAAAANy46H1wuKytLu3fvlsfjUe3ateXn55c7lpSUpPHjx2vLli25vytZsqS6du2qQYMGKTg42I7IAAAAAAAAAAAAAAAA/xUaZlxsypQpiomJ0YkTJyRJ1apV0+jRo/XAAw/ou+++04ABA5SZmSnLsnLnnDp1SrNmzdLatWsVExOjqlWr2hXf0TwejyIjI2WMsTsKAAAAAAAAAOAGQ40ZAACg8Bnr37sh4BojR47UvHnz9J//8QcEBGjWrFkaOXKkUlJSFBgYqIiICDVq1EiZmZlau3at1q1bJ2OMGjRooPnz58vf39+mTwEAAAD8YdGiRV5dLzIy0qvrAQAAAAAAAACcg4YZF9qwYYP69esnY4zCwsIUEREhSZo9e7Y2btyoqlWr6sCBAypbtqxmzpypunXrXjJ/6dKlGjZsmM6fP68xY8YoKirKjo/heMePH1dqaqqKFy+uWrVqyePhQCcAAIDCFBIS4rWnL40xSk5O9spaAAAAAHA9qDEDAAAULr5dudC8efMkSe3bt9ekSZNyf9+mTRtFRUVpx44dMsbopZdeuqxZRpI6deqkH3/8UTExMVq6dKkrG2aysrK0e/dueTwe1a5dW35+frljSUlJGj9+vLZs2ZL7u5IlS6pr164aNGiQgoOD7YgMAABQ5PXp00effvqpLMu67CRFAAAAAHASaswAAAD244QZFwoLC9OhQ4c0b948NWnS5JKx2NhYvfbaazLG6Ouvv1bZsmWvuMauXbvUuXNnlS1bVuvXr/dFbMeYMmWKYmJidOLECUlStWrVNHr0aD3wwAP67rvvNGDAAGVmZl62SWOMUc2aNRUTE6OqVavaER0AAKDIW7lypYYMGaLs7Gw1atRIkyZNuqTwfC2qVavm5XQAAAAAQI0ZAADAKWiYcaEmTZooOztb69atU7ly5S4Z+/XXX9WuXTsZY7R161YVK1bsimscO3ZMzZs3l8fj0bZt23wR2xFGjhypefPmXXajEhAQoFmzZmnkyJFKSUlRYGCgIiIi1KhRI2VmZmrt2rVat26djDFq0KCB5s+fL39/f5s+BQAAQNG2evVqDRw4UJZladCgQXr22WftjgQAAAAAkqgxAwAAOAkNMy503333KSMjQ3PnzlXTpk0vGTtz5owGDBiggwcPKiYmRrVq1briGps3b1bv3r1Vvnx5rVu3zgep7bdhwwb169dPxhiFhYUpIiJCkjR79mxt3LhRVatW1YEDB1S2bFnNnDnzstdZLV26VMOGDdP58+c1ZswYV77KCgAAwFc+/PBDTZ48WcWKFdPixYtVu3ZtuyMBAAAAcDlqzAAAAM5yfWeT44Z28TVMM2bMuGwsKChIs2fP1urVq/NslpGkadOmyRhz2SudirJ58+ZJktq3b6/Jkyerffv2at++vaZPn6769evrwIEDMsbopZdeuuxGRpI6deqkxx9/XJZlaenSpb6ODwAA4CqDBg1S3bp1lZ2drQ8++MDuOAAAAABAjRkAAMBhaJhxoe7du8uyLMXHx+ull17SL7/8UuC5aWlpevXVV5WQkJC7llts2bJFxhg9+eSTl/ze4/GoX79+uX9v1apVnmt069ZNkpSSklIoGQEAAHCBMUbDhg2TZVn64osv9Ouvv9odCQAAAIDLUWMGAABwFhpmXOjhhx9W+/btc7vQO3furG+++eaq8wYNGqSwsDB99tlnkqS2bduqdevWhR3XMY4cOSJJqlat2mVjoaGhuX8uVapUnmuUL19eknTy5EkvpwMAAMB/atmypbZv367k5GTVrFnT7jgAAAAAXI4aMwAAgLPQMONS77//vvr16yd/f39ZlpXv65cuSk9PV3Z2tizLUmRkpN5///3CD+ogJUuWlCSlpqZeNlapUiXdddddqlKlivbv35/nGrt375YklSlTpnBCAgAAAAAAAAAciRozAACAs3jsDgB7eDwevfrqq3ryySeVkJCgypUrX3XOn/70JzVs2FDh4eFq2rSpD1I6S5MmTZSYmKgZM2Zo4sSJl4wFBQVp9uzZV11j2rRpMsaoSZMmhRUTAAAAAAAAAOBA1JgBAACcxX/UqFGj7A4B+5QsWVKNGzcu0LV33XWXHnzwwQI11xRFxYsXV3x8vHbt2qU9e/aoTp06Klu2bIHmpqWl6e2339by5ctljNHLL7+sW2+9tZATAwAAuMuIESNUsWJFVapUye4oAAAAAHAZaswAAADOYizLsuwOAd8aMWKEevToUeBGGfzhhRdeyL0hMcZo+vTpuvfee/OdM2jQICUkJCgnJ0eWZenhhx/Whx9+6KPEAAAA7hESEiJjjOrVq6fu3bsrIiJCwcHBdscCAAAAgFzUmAEAAJzDz+4A8L158+ape/fu6tKli2bNmqUTJ07YHemG8f7776tfv37y9/eXZVmqVavWVeekp6crOztblmUpMjJS77//fuEHBQAAcKGL39F27Nihd955Ry1bttSLL76o9evX2x0NAAAAACRRYwYAAHASTphxoUaNGiknJ0eSZIxRQECA2rRpo+joaDVv3tzmdDeGw4cPKyEhQY888shVr506darS0tIUHh6upk2b+iAdAACAOx09elSLFy/WokWLtGPHDkkXvu9KUvXq1RUVFaWuXbu69hWjAAAAAJyDGjMAAID9aJhxITYSAAAAUNRt375dsbGxWrp0qY4cOSLpwndePz8/tWzZUtHR0QoLC5O/v7/NSQEAAAAAAAAAdqBhxuXYSCi4ESNGqEePHmrcuLHdUQAAAFBAOTk5SkxM1KJFi7R69WqdPXs2t1m8fPnyioyMVFRUlGrXrm1zUgAAAABFHTVmAAAAZ6FhBpLYSCiIkJAQGWNUr149de/eXREREQoODrY7FgAAAAro5MmTio+PV2xsrLZs2SLpj5MW77rrLkVHR6tDhw4KDAy0MyYAAACAIooaMwAAgLPQMIPLsJFwZY0aNVJOTo6kC/88AgIC1KZNG0VHR6t58+Y2pwMAAMC12Lt3r2JjY7V48WLt379f0oXveKVKlVKnTp0UHR3NU58AAAAAvIoaMwAAgLPQMIN8sZHwh6NHj2rx4sVatGiRduzYIemPRqLq1asrKipKXbt2VeXKle2MCQAAgGu0adMmxcfH64svvtDhw4clSX5+fkpOTrY5GQAAAICihBozAACAs9AwgwJjI+EP27dvV2xsrJYuXaojR45IunBj4+fnp5YtWyo6OlphYWHy9/e3OSkAAAAKwrIsbdiwQRMmTNC2bdtkjFFKSordsQAAAAAUUdSYAQAA7EfDDK4JGwmXysnJUWJiohYtWqTVq1fr7NmzuU8ElC9fXpGRkYqKilLt2rVtTgoAAIAr2bBhg5YsWaJVq1bp+PHjki58561evbpWrlxpczoAAAAARR01ZgAAAPvQMIMCYSPh6k6ePKn4+HjFxsZqy5Ytkv44TvOuu+5SdHS0OnTooMDAQDtjAgAAuF5KSooWL16sZcuW5Z6caFmWAgMD1aZNG0VHR6t58+Y2pwQAAADgNtSYAQAAfIuGGeSJjYTrt3fvXsXGxmrx4sXav3+/pAs3NqVKlVKnTp0UHR2txo0b25wSAADAPVJTU7VkyRLFxcXpl19+kXThu60kNWzYUFFRUQoPD1dwcLCdMQEAAABAEjVmAAAAX6BhBpdgI8H7Nm3apPj4eH3xxRe5jUd+fn5KTk62ORkAAEDRduzYMcXHxysuLk5JSUmS/vhuW6ZMGYWHhys6OlohISF2xgQAAACAfFFjBgAAKBw0zICNBB+wLEsbNmzQhAkTtG3bNhljlJKSYncsAACAIiczM1OrVq1SXFycEhMTlZOTI+nC9zE/Pz81b95cUVFRatOmjQICAmxOCwAAAAAFQ40ZAADA+zx2B4A9rraRcP/997OR4AUbNmzQkiVLtGrVKh0/fjz399WqVbMxFQAAQNH08ssva9WqVTpz5oykP5rAq1Wrpm7duqlbt26qUqWKnREBAAAA4JpQYwYAACg8nDDjQmwkFK6UlBQtXrxYy5Ytyz0e07IsBQYGqk2bNoqOjlbz5s1tTgkAAFD0/PuJiIGBgWrbtq2ioqL47gUAAADghkKNGQAAwDc4YcaF4uLicv/MRoJ3pKamasmSJYqLi9Mvv/wi6Y9GpIYNGyoqKkrh4eEKDg62MyYAAECR17BhQ0VHRys8PFylS5e2Ow4AAAAAFAg1ZgAAAN+jYcal2Ej47x07dkzx8fGKi4tTUlKSpD9uYMqUKaPw8HBFR0df8qQzAAAACs+iRYv47gUAAADghkGNGQAAwF68ksmFtm/fzhfs65SZmalVq1YpLi5OiYmJysnJkXThJsbPz0/NmzdXVFSU2rRpo4CAAJvTAgAAAAAAAACchBozAACAc9AwAxTQyy+/rFWrVunMmTOS/uj0r1atmrp166Zu3bqpSpUqdkYEAABwtY0bN3p1vWbNmnl1PQAAAADuRo0ZAADAWWiYcSE2Eq7Pv5/KExgYqLZt2yoqKkrNmze3MRUAAAAuCgkJkTHGK2sZY5ScnOyVtQAAAABAosYMAADgNB67A8D3+vbty0bCdWrYsKGio6MVHh6u0qVL2x0HAAAA/4HnAQAAAAA4GTVmAAAA56BhxqXYSLh2ixYtuuQJAAAAADjLuHHj8h1/7bXXZIzRqFGjFBAQ4KNUAAAAAHABNWYAAABn4ZVMLhQbG5vv+LVuJHTt2tVb0QAAAIBCc/GVTZs3b1ZQUJDdcQAAAAAAAAAANqJhBpdhI+HKNm7c6NX1mjVr5tX1AAAAkD++5wIAAACwEzVmAAAAZ+GVTEAB9e3bV8YYr6xljFFycrJX1gIAAAAAAAAAOB81ZgAAAGehYQa4BhzIBAAAAAAAAAC4XtSYAQAAnIOGGaCAxo0bl+/4a6+9JmOMRo0apYCAAB+lAgAAAAAAAADcCKgxAwAAOIuxaGfGfwgJCZExRps3b1ZQUJDdcW4Y/HMDAABwNr6vAQAAAHAy7lkAAAB8y8/uAAAAAAAAAAAAAAAAAIAv0TADAAAAAAAAAAAAAAAAV6FhBgAAAAAAAAAAAAAAAK7isTsAAAAAAHjDxo0bC3Tdd999p8DAwKte16xZs/82EgAAAAAAAADAoWiYcSE2EgAAAFAU9e3bV8aYPMcvjj311FNXXcsYo+TkZK9lAwAAAAAAAAA4Cw0zLsRGAgAAAIoqy7LsjgAAAAAAAAAAuAHQMONSbCQAAACgqBk3bpzdEQAAAAAAAAAANwgaZlyIjQQAAAAURV27drU7AgAAAAAAAADgBkHDjAuxkXB9Nm7cWKDrvvvuOwUGBl71umbNmv23kQAAAAAAAAAANwhqzAAAAM5iLN7NAxRISEiIjDFeWcsYo+TkZK+sBQAAAAAAAABwPmrMAAAAzsIJM8A1oL8MAADgxrJ7927Vrl079+9ZWVkaOXJkntdHRUXp7rvv9kU0AAAAAC5EjRkAAMA5aJiBJDYSCmLcuHF2RwAAAEABzZkzR1OnTtWpU6e0fv16+fv7S5Kys7MVGxub51OdmzdvVlxcnAICAnwZFwAAAIALUGMGAABwFl7J5HJ5bSScPn1aoaGheW4k1KhRg40EAAAAOE5OTo6ee+45rVmzJvfJzf/93/9Vs2bNJF36PbdKlSqXzPvtt99kjNGQIUP05z//2Zb8AAAAAAAAAADf8LM7AOyRk5Ojp59+WqNHj9aBAwd04sQJbd68+YrXVqlSJfenUqVKsixLe/fu1YwZM3wbGgAAALiK8ePH68svv5RlWbr99tv1j3/8Q6GhoVe8dvXq1bk/a9asUYsWLWRZlmbNmqWcnBwfJwcAAAAAAAAA+BINMy7FRgIAAACKmgMHDujTTz+VMUZ9+vTR3LlzFRYWlnuK4tUMHz5c/v7+SktLU0JCQiGnBQAAAAAAAADYyWN3APjev28kPProoxo+fPg1zR8+fLg6deqUu5HQpk2bQkrqfLt371bt2rVz/56VlaWRI0fmeX1UVJTuvvtuX0QDAABwnbi4OJ07d0516tTR66+/fs3za9WqpYceekirV6/W+vXrXf09FwAAAIBvUGMGAACwDw0zLsRGwn9vzpw5mjp1qk6dOqX169fnPrWcnZ2t2NhYGWOuOG/z5s2Ki4tTQECAL+MCAAC4QmJioowx6tWrl/z8ru8wzbZt22rVqlXasmWLl9MBAAAAwB+oMQMAANiPVzK5kLc2EizLct1GQk5Ojp5++mmNHj1aBw4c0IkTJ7R58+YrXlulSpXcn0qVKsmyLO3du1czZszwbWgAAACX2LdvnyTp3nvvve41mjRpIkk6fPiwVzIBAAAAwL+jxgwAAOAcnDDjQmwkXL/x48fryy+/lCTdfvvtevrppxUaGnrFa1evXn3J3wcMGKDExETNmjVL/fv3z31iAAAAAN6Rnp4uSapYsWKe13g8Ht133315Pq1Zvnx5SdLx48e9HxAAAACA61FjBgAAcA5OmHGha9lIuO+++6447saNhAMHDujTTz+VMUZ9+vTR3LlzFRYWVuCbkuHDh8vf319paWlKSEgo5LQAAADuc/H0xMzMzDyvCQgI0IwZMzR9+vQrjp88eTL3OgAAAADwJmrMAAAAzkLDjAuxkXB94uLidO7cOd122216/fXXr3l+rVq19NBDD0mS1q9f7+V0AAAAKFeunCTp4MGD171GamqqJKly5cpeyQQAAAAAF1FjBgAAcBYaZlyIjYTrk5iYKGOMevXqldt0dK3atm0ry7K0ZcsWL6cDAABAvXr1JF343na9Vq1aJTwkREYAAAY9SURBVElq2LChVzIBAAAAwEXUmAEAAJyFhhkXYiPh+uzbt0+SdO+99173Gk2aNJEkHT582CuZAAAA8If7779flmVpzpw5+Z6mmJeMjAwtWbJExhg9+OCDhZAQAAAAgJtRYwYAAHAWGmZciI2E65Oeni5JqlixYp7XeDwe3XfffbrvvvuuOF6+fHlJ0vHjx70fEAAAwOU6d+6swMBAHT16VG+99dY1z3/zzTd1/PhxlSlTRu3bty+EhAAAAADcjBozAACAs9Aw40JsJFyfi0dk5tdkFBAQoBkzZmj69OlXHD958mTudQAAAPCucuXK6fHHH5dlWYqNjdXQoUMLVEQ+efKkBg8erBUrVsgYo+eee06BgYE+SAwAAADATagxAwAAOAsNMy7ERsL1KVeunCTp4MGD171GamqqJKly5cpeyQQAAIBLDRw4UHfccYcsy1J8fLxat26tN954QytXrtS+ffuUmZmpzMxM7du3T+vXr9fbb7+tdu3aacWKFZKkli1bqk+fPjZ/CgAAAABFETVmAAAAZ/HYHQD2GDhwoL799lslJSUpPj5ea9asUfv27RUWFqb69evnHgmZlpam1NRUrVy5UvHx8Tp27Jgkd24k1KtXTwcPHlRiYqLuuOOO61pj1apVkqSGDRt6MxoAAAD+X0BAgP75z39q6NCh+uqrr/T7779r4cKFWrhwYZ5zLMuSJLVq1UoTJ06UMcZXcQEAAAC4CDVmAAAAZzHWxeowXOfUqVO5GwmSrrox8J8bCcWLFy/0jE4yc+ZMjR07VhUqVNDKlSuv+fNnZGSoXbt2ysjI0LvvvqsuXboUUlIAAABI0pIlSzRlyhTt3Lkz3+tq1KihZ599VpGRkT5KBgAAAMCNqDEDAAA4Cw0zYCOhgNLT0xUWFqasrCx17dpVY8eOvab5zz//vFasWKGbbrpJa9ascdXrrAAAAOyUnJysdevWaefOnUpPT5dlWSpTpoxuvfVWNW/eXKGhoZwqAwAAAKDQUWMGAABwFhpmkIuNhKubOHGipk6dKmOMOnTooBEjRuimm27Kd87Jkyc1fPhwff755zLG6PXXX1ffvn19lBgAAAAAAAAA4BTUmAEAAJyDhhngGmRlZemxxx5TUlKSjDEqUaKE2rdvr7CwMNWvX18VK1aUJKWlpSk1NVUrV65UfHy8jh07Jsuy9OCDD2rKlCmubzwCAAAAAAAAADeixgwAAOAcNMwA1+jUqVMaOnSovvrqK0m66o3Jxf+JtWrVShMnTrzm99ICAACgYDZu3OjV9Zo1a+bV9QAAAABAosYMAADgFDTMuBAbCd6xZMkSTZkyRTt37sz3uho1aujZZ59VZGSkj5IBAAC4U0hIiNeesjTGKDk52StrAQAAAMCVUGMGAACwFw0zLsRGgnclJydr3bp12rlzp9LT02VZlsqUKaNbb71VzZs3V2hoKMdjAgAA+EBISIjX1jLGKCUlxWvrAQAAAEBeqDEDAADYg4YZF2IjAQAAAEVRbGysV9fr2rWrV9cDAAAAAAAAADgHDTMuxEYCAAAAAAAAAAAAAABwMxpmgALauHGjV9dr1qyZV9cDAAAAAAAAADgXNWYAAABnoWEGKKCQkBCvvSfWGKPk5GSvrAUAAAAAAAAAcD5qzAAAAM7isTsAcCOhvwwAAAAAAAAAcL2oMQMAADgHDTNAAY0bN87uCAAAAAAAAACAGxQ1ZgAAAGfhlUwAAAAAAAAAAAAAAABwFT+7AwAAAAAAAAAAAAAAAAC+RMMMAAAAAAAAAAAAAAAAXIWGGQAAAAAAAAAAAAAAALgKDTMAAAAAAAAAAAAAAABwFRpmAAAAAAAAAAAAAAAA4Co0zAAAAAAAAAAAAAAAAMBVaJgBAAAAAAAAAAAAAACAq9AwAwAAAAAAAAAAAAAAAFehYQYAAAAAAAAAAAAAAACuQsMMAAAAAAAAAAAAAAAAXIWGGQAAAAAAAAAAAAAAALgKDTMAAAAAAAAAAAAAAABwFRpmAAAAAAAAAAAAAAAA4Co0zAAAAAAAAAAAAAAAAMBVaJgBAAAAAAAAAAAAAACAq9AwAwAAAAAAAAAAAAAAAFehYQYAAAAAAAAAAAAAAACuQsMMAAAAAAAAAAAAAAAAXOX/AEdWQO7v8IVAAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -4128,23 +5923,23 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 53, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4164,23 +5959,23 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 54, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAACMwAAAPkCAYAAABf9jBxAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy86wFpkAAAACXBIWXMAAB7CAAAewgFu0HU+AAEAAElEQVR4nOzdd3gU5f738U9CEiChhI6EEkBJ6EVAeu9FckCKICIdFRGOCCqKYDkoFlSwgUFQFAHpXQigFGlKJ7TQe4AU0uvzR56d3y7ZJJuwSYB9v66L68zuzD1z7+7sbo7z2e/XKTk5OVkAAAAAAAAAAAAAAACAg3DO7QkAAAAAAAAAAAAAAAAAOYnADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAADAASQkJOT2FB5ZPLfA/eE9BAAAAAAAgNxAYAYAAAB4SL3xxhvy8fGRj4+P9uzZY3WbGzduaMyYMfr333+trm/Tpo2xj+xkOkabNm2y9Tg5KSwsTJMnT9aaNWtyeyoZmjlzpvEaLFu2LLenY7M9e/YY837jjTeytA9b3if4Pzn9fP35558aMmRIth8H1qX32XD58mVj3cCBA7O0/2XLlhn7mDlzpj2mDAAAAAAAYDcEZgAAAIBH1Nq1a9W5c2dt3LhRycnJuT2dR8ru3bvVuXNnLVq0SElJSbk9HeChNGbMGI0YMUKXL1/O7akAAAAAAADAARGYAQAAAB5R27dvV2RkZG5P45G0b98+3b59O7enATzUNm7cmNtTAAAAAAAAgANzye0JAAAAAMg9W7Zsye0pAAAAAAAAAACQ46gwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhZZMAAAAcHgDBw7U3r179cQTT2jNmjWKjo7WokWLtGbNGl24cEGJiYkqU6aMOnTooIEDB6pIkSLG2I0bN2rx4sU6efKkQkNDVaJECT311FMaPny4KleunOpYly9fVtu2bSVJDRs21M8//5zu3Hx8fCRJXl5eNrdPMj0ec88//7yx/NNPP+mpp56SJLVp00ZXrlyRJJ08edJizMyZMzVr1ixJUkBAgLy8vLR06VItXbpUZ8+eVWRkpEqXLq2nnnpKAwcOlK+vr03zS090dLSWLFmiLVu26MyZMwoNDVWBAgXk7e2tli1b6tlnn5Wnp+d9H0eStm/frtWrV+vAgQO6efOmJKlo0aKqWrWqWrZsKT8/P+XNm9dizBtvvKHly5db3Pfmm2/qzTfflCRNmzZNPXv2tFifnJysgIAAbdu2TQcPHlRwcLAiIiLk7u6uokWLqnbt2urSpYtatWqV4ZwTEhK0fv16rVu3TkePHlVISIjc3NxUtmxZNWnSRP3791f58uWz9HwcPnxYL7zwgiIjIyVJvXv31vvvvy8nJ6dU2wYFBWnx4sXatWuXrl+/rpiYGBUrVky1atVSly5d1LFjR6vj7nX58mX9/PPP2r59uy5fviw3NzdVqlRJPXr0UN++fbP0ODISHx+vhQsXatWqVTp37pySkpJUtmxZtWjRQs8++6zKli2b4T6ioqK0atUq7dq1S8ePH1doaKhiYmJUoEABlS5dWvXr11fv3r2N9++9zN9bO3bsUGxsrD766CPt2rVLrq6u8vb2Vs+ePW1+Dsw/V0aPHq1XXnlFx44d048//qj9+/fr1q1bKlCggKpVq6YePXqoe/fucna+v9/PJCYm6o8//tD69et15MgR3b59Wy4uLipVqpQaNGignj17qk6dOunO1eTKlStZ+qwz2bNnj8VnXEBAgE2vo8m5c+fUqVMnSVKRIkW0Y8cOubik/59Lxo4dq/Xr10uSPv/8c3Xt2jVTcza5cOGCFi1apF27dunChQuKj4+Xp6enqlevrq5du6pr167KkydPmuPv91zMDf/8849+++0349wsVKiQKlasqG7duqlnz55yc3PLcB/2+gy6fv26li9frr179+rcuXMKDQ1VYmKiChcurAoVKqhx48Z69tlnVaxYMYtxO3bs0NChQyVJVatW1YoVKzI8Vu/evXX48GFJ0qJFi7Rp0yb98MMPkqT//Oc/+uijj9IdHx0drSZNmigqKkpFihTR9u3b5erqmuFxJcv3SEbHsvXvlKx8h97Lnufv2bNntWDBAu3atUtXr16Vq6urKlSooM6dO+u5555T/vz5VbNmTcXFxWX499e1a9f022+/aceOHbp8+bIiIyNVpEgRVatWTe3bt5efn1+GnxEAAAAAgIcD/+8OAAAAMBMUFKSXX35Z586ds7j/9OnTOn36tNasWaP58+fL09NTr7/+ujZt2mSx3dWrV7V8+XJt2LBB3377rRo3bpyT0882sbGxGjFihP766y+L+y9duqRLly5p2bJlGjdunEaMGJHlY+zatUsTJkxQcHCwxf0hISEKCQnRgQMHNHfuXL333nvq3Llzlo8THR2tcePGaevWranWXb16VVevXlVAQIC+/vprffPNN6pRo0aWjxUUFKRXX31Vp0+fTrUuPDxc4eHhOn/+vFauXKnmzZvryy+/lIeHh9V9BQYG6rXXXlNQUJDF/fHx8Tp58qROnjypX3/9VW+++aaeffbZTM3z5MmTGjZsmBGW6dWrl9WwTFJSkj755BPNnz9fiYmJFuuuXbuma9euaePGjapdu7a++uorlS5dOs1jrlmzRm+++abi4uKM+2JjY3Xo0CEdOnRIy5Yt0/DhwzP1ODISEhKivn376tixYxb3nzp1SqdOndLPP/+sCRMm6LnnnktzH3/88YcmT56skJAQq/sPCQlRYGCgFixYoJEjR2rcuHHpziksLEwjRowwgmuSdPDgQdWrVy+Tj+7/LFmyRFOnTlV8fLzF3Hbu3KmdO3fqt99+03fffafChQtnaf+nTp3S+PHjU4XsYmNjdfbsWZ09e1aLFi1St27d9P7778vd3T3LjyUnVKxYUbVr19ahQ4cUEhKiXbt2qUWLFmluHxkZqW3btkmSPDw8UgWAbJGUlKQZM2bI398/1XspODhY27Zt07Zt27RgwQJ98803Kl68eKp92PtczG6JiYmaOnWqfv31V4v7b926pVu3bmnfvn1avHixvv32W5UqVcrqPuz5GfTll19qzpw5Fu8Tk+DgYAUHB2v//v3y9/fXJ598onbt2hnrmzRpopIlS+rmzZsKDAxUUFCQ1ZCsycWLF42wTIUKFVSnTh15eHgYgZlNmzZp6tSp6QZMtmzZoqioKElS165dbQ7L2Ju9vkPtef4uWbJEU6ZMUUJCgnFfbGysjh07pmPHjmnx4sWaPXu2TY9v7ty5+uKLLxQbG2tx/82bN3Xz5k1t27ZNc+bM0axZs/TEE0/YtE8AAAAAwIOLwAwAAADw/4WHh2v48OG6cuWKihYtqg4dOqh06dK6ePGi1qxZo7i4OF24cEH/+9//lJycrE2bNqlgwYLq0KGDypcvr2vXrmnt2rW6e/euoqOjNWHCBAUEBNj0a3l7evbZZ9WqVSujCokk9evXz6g8kpUKJFOmTDGq1jRq1Ej169dXXFyc/vzzT508eVJJSUn67LPPFBsbq1deeSXT+w8ICNCrr75qXLisUKGCWrRooRIlSig0NFQ7duzQqVOnFB4ernHjxik6OjpVJRdbvf/++8aFPg8PD7Vu3VoVK1aUk5OTLl++rI0bNyoyMlI3btzQ0KFD9ccffxjBgi5duuiJJ54wggem+0wXBGvWrGkc58aNG+rfv79CQ0MlSSVKlFCrVq1UpkwZOTs769q1a9q+fbsRlNi+fbs+++wzTZ48OdWcT548qeeee04RERGSJHd3d7Vq1UqVK1fW3bt3tXPnTp0+fVqxsbGaMmWK3N3d1aNHD5uej/Pnz2vIkCEKCwuTlFJ94IMPPrBaneG1117TunXrJElOTk5q3LixateuLTc3N128eFFbtmxRWFiYDh06pD59+mjJkiVWL3wvW7ZMb731lpKTkyVJlSpVUqtWrVSgQAGdOnVKW7Zs0dGjR/Xuu+/a9BhsNXnyZIWFhcnV1VWtW7eWr6+vIiIiFBAQoAsXLig2Nlbvv/++8uTJYzV09Oeff+rVV19VUlKSJKlKlSpq1KiRSpQoobi4OJ07d07btm1TRESEkpOT9d1336lq1apG9RJrPvroI4uwjEl6Y9Kze/duHThwwKiM1b59e3l6eurEiRPasmWL4uPj9e+//2rAgAFavHhxpsMsp06d0oABAxQeHi5Jyp8/v1q1aqUnnnhCcXFxOnDggPbs2SNJRpWuBQsWKF++fJIkT09PTZgwQZI0ffp0SVLhwoU1cuRISVLBggWz9LjvV48ePXTo0CFJ0rp169INzGzevFnR0dGSpI4dOxqPLTMmTZqkZcuWGberVKmiZs2aycPDQ+fOndPGjRsVHx+vQ4cOafDgwfr9998twhTZcS5mt59++skI5dWtW1dPPvmkPDw8dPToUW3dulVJSUk6duyYJk6cqHnz5lndh70+gz777DMjQOHk5KRGjRqpZs2aKliwoCIjI3X8+HHt3LlTiYmJioqK0vjx47Vu3TqVKVNGkuTs7Kzu3bvL399fUso5k95335o1a4zlp59+WpL0xBNPqHr16jp27JgiIiL0559/qkOHDmnuY/Xq1cayrZ/v2eF+vkNN7Hn+Llq0yOJ78/HHH1erVq3k7u6uwMBAbd26VRcvXtSgQYNShazu9cknnxghJinlPG3QoIE8PDx09epVbdmyRcHBwTp//rz69eunX3/99YGq3gQAAAAAyDwCMwAAAMD/d+PGDUlSu3bt9Omnnyp//vzGuqefflovvPCCpJRfRUspF1K++eYbFS1a1NhuxIgR6tOnj27duqWbN2/qr7/+svhVek7o0qWLpJSqOKbATJcuXYw2TFmxd+9e5cuXT5999pnF4/nvf/+rH374QZ9++qkk6bvvvlPnzp31+OOP27zvq1ev6o033lB8fLycnZ01ceJEPf/88xYtYyZOnKjff/9dU6ZMUXx8vKZMmaLatWun+4t+a65du2a0VCpRooQWLlyocuXKWWzz+uuv6/nnn9fp06cVGhqqhQsXatSoUZKkFi1aqEWLFoqKijICM82bN7ca3vn888+NsEzr1q315ZdfpqoekJCQoI8++shoDbF8+XJNnDjRYrukpCS9/vrrRlimbt26+vLLLy0uAicmJurzzz83LvR9+OGHateuXZrVakyuXr2qF154Qbdu3ZIk+fn56X//+5/Vdj0//fSTcaG6bNmy+uqrr1S9enWLbcLDw/X2229r48aNunHjhsaPH5+q7cWdO3c0bdo0Iyzz4osvasyYMRbHDAoK0siRI3Xp0qV0559ZYWFhKlWqlGbPnm3RQuy1117T9OnTNX/+fEnSxx9/rJYtWxoXx6WU5/i9994zLvCOHTtWL774YqpjhISEaPTo0dq/f7+klIu56YUUtm/frhIlSmjq1Klq3Lixbt++rT/++EO1a9fO0mM0HbdXr1569913Lc6lwMBADR8+XMHBwTp9+rS+//77TFUdiY+P10svvWSEZerWrasvvvgiVRWPvXv3asyYMQoJCdGRI0f0wQcf6IMPPpAkFShQwGhlYwrMmN+XFU899VSqajeZ1aVLF02bNk3x8fHavHmz4uLi0gw7mocfshJc2LBhgxGWcXFx0bvvvqs+ffpYbDN69Gg9//zzunnzpk6dOqW5c+ca51t2nYvZLTIyUoUKFdKnn36qli1bWqzbtWuXhg8froSEBP399986dOhQqveAvT6Dzp07p7lz50qSXF1dNWfOHKvV4E6ePKkhQ4bo1q1bio6O1sqVKy2eZz8/PyMws3bt2nQDM2vXrjWWzc+ZHj16GBWv1qxZk2ZgJiQkRDt27JAkeXt7q1atWmkeKzvd73eoZN/z98aNGxbtpV555RW99NJLFt8nJ06c0MiRI3X9+vV0H1tAQIDxHerp6akZM2aoSZMmFttMmjRJ06dP14IFCxQREaExY8Zo9erVOR6MBgAAAADYz/01LQcAAAAeMY899pg+//xzi7CMJDVu3NjiAlX+/Pk1c+ZMi7CMJHl5eWnAgAHGbVNg5VFgCmGYc3Jy0vDhwzVw4EBJKQGQr776KlP7nT17tnEBfsyYMXrhhResBjaeeeYZ44JkbGysze0VzB05csS4SNe5c+dUF/okqWjRopo0aZJx+972PbaIjo7Whg0bJEl58+bVhx9+aLXVhouLiyZMmKBChQpJkqKiolK1A/vrr7+MMECpUqU0Z86cVBUT8uTJo/Hjx6thw4aSUoIh69evT3eOt27d0uDBg3Xt2jVJKaGwadOmWX3uY2Ji9M033xiPZ+7cuakuVEtSoUKF9PnnnxttKvbu3avdu3dbbDNnzhzj9e7SpYvGjh2b6piVK1fWnDlz0m1PkhWurq6pwjJSyuvw1ltvqU2bNpJSXr97L7Lv27dPly9fliRVr17d6gVeSSpSpIgmTpxo3LblM2DmzJlq27at3N3dVa5cufsKj0hSs2bNrJ5zVatW1TfffKM8efJISmk9Yq0dSlqWLl1qhJi8vLz0ww8/WG1507BhQ33//fdycXExxt17Xj9oihQpYoQ47t69qz///NPqdnfu3NGuXbskpXxfmN5zmTFnzhxj+bXXXksVlpFS2kR98sknxu1FixYZy9l5Lma3adOmpQrLSCktjkyVVyTp33//tVhvz8+g1atXG617nnvuuTRbJ/r4+Gjw4MHG7XufvypVqqhq1aqSUkI4x48ft7qfEydO6MyZM5KkevXqWXzvdO/e3XifmCqqWLN+/XqjAltuVpexx3eoPc/fr7/+2mhT1bdvX40ePTrV94mvr6/mzJmTbgur5ORkzZgxQ1LK3zVff/11qrCMlHLuvfPOO2rWrJmklApt5pV/AAAAAAAPHwIzAAAAgJl+/fqleZHe/CJ727ZtVaJECavbValSxVi+c+eOfSeYS2rWrKlu3bqluf6ll14yLkZt375dsbGxNu03Li5OK1eulJQSQjK/OGnN4MGDjRYy69evV1xcnE3HMTEFBaSUC3+mi6b3atiwoVauXKkDBw5o5syZmTqGlFKJY9KkSRoxYoRGjx6tYsWKpbmtm5ubKlWqZNy+e/euxfrNmzcby4MHD06zZY2Tk5MGDhyoatWqqUuXLqlaYJgLDQ3V4MGDdf78eUlSt27d9NFHH1kNy0jSpk2bjGBF165dVaFChTT37eLiohEjRhi3Ta+vyZYtW4zltC6USimBAXtfGH766adThWXMjR492li+9yJoqVKlNGnSJA0aNEgvvfRSuscxP8a9r+e9qlWrprp166a7TWa9+eabVltqSVKtWrXUqlUrSTLaqtnKvLLK6NGjVaBAgTS3rV27tlHtKikpyahK8SAzP9/MK4KY27Bhg/G50b179zTfM2m5fv26ceG/SJEieu6559LctlGjRmrUqJGaNGmi1q1bG8GA7DoXs1u5cuXSrbjWqFEjY/nq1asW6+z5GdSoUSONHz9e/fr1sxpWMmfebsfa82fLOZNeK6WiRYuqefPmklKCoOaf99b24eTkpO7du6c75+xkj+9Qe52/SUlJ2rRpk6SU1zy9Cj9VqlRJ9/vkwIEDOn36tDH3+vXrpzsv83nfe34BAAAAAB4utGQCAAAAzNSsWTPNdeahh2rVqqW5nXkbnMwGOh5UXbt2TXd90aJFVbt2be3fv19RUVH6559/rP46+17Hjh0zLgJXrlxZ+fLlS3d7Nzc31ahRQ3v37lVsbKyOHj2qevXq2fw46tSpI1dXV8XHx+vAgQPq16+fBgwYoObNm6t48eLGdnny5Ek3WJGRQoUKZXgh1uTy5cvGcyAp1QVIU+snSUbQIS0dOnRIs6WHSWRkpIYNG6ZTp05JSmlnM336dIsLoffat2+fsVyjRo109y/J4jUxrxRx5coVI6RTunRpi3CZNW3bttXixYszPJ6tOnbsmO766tWrq0SJEgoODlZwcLAuXryo8uXLS0oJ8FSsWDHDYyQnJxvVJEy3ExMT03x+69SpY/sDsEGVKlUybInWpk0bBQQESJJ27NghPz+/DPcbExOjgwcPSkq5aN++ffsMx3Tu3FmrVq2SlFLp40HXqlUreXp6KjQ0VNu2bVNUVJQR0DO533ZM5u/npk2bZtjKxdQmzFx2nYvZLaPPavMQamRkpMU6e30GSSmBCFsqA8XFxenChQvGbWvhkO7du+uTTz5RYmKi1q9fr/Hjx1uE1ZKTk402Uq6ururcuXOqffj5+Wnr1q2SUs6ve9+Ply9f1oEDByRJTz75pNWqLjnFHt+h9jp/jxw5YoSSa9asmWaI2aRjx476/fffra4zP7+sVS66V82aNY3n4dChQ0pISDAqBQEAAAAAHi78vzkAAADATMmSJdNcZ36R0dRCx5rMVhx4GNhyAenxxx/X/v37JaUEI2xhfjHs6NGjFr/mt8XVq1czFZgpVqyYhg8fbrT2OHLkiN544w05OTnJ19dXzZo1U4sWLVSvXj27X/y6ceOGzp8/r4sXL+rixYs6c+aMAgMDjZZIJsnJyRbLN2/elJRysTW9qgq2+vzzzy0COoGBgbpz5066FxvNX6f33ntP7733ns3HMz8XzKtGVK5cOcOxGQVqMsuWENTjjz+u4OBgSSntNkyBmXslJSXpwoULunjxoi5duqTz58/rzJkzOnbsmNFyysT8Nb1X2bJlM/EIMmZLmMDUrkZKXckjLTdu3DBawpQtWzbNSkfmTO1qJBktWB5kbm5u6tSpk3777TdFR0crICDAoprHtWvXjPBF9erVMwwmWXP9+nVjOSvjrbHXuZjd7m1heC/z71hT2x8Te30GWRMbG6tz584Zn83nz5/XqVOnFBgYaBF6tfbcFS9eXE2aNNH27dt15coVHThwwOI76Z9//jHeY61bt7Za+atNmzYqXLiwwsLC9Pfff+vOnTsWz9WaNWuMY+dmOyYpe75Ds3r+moeZbPmuSO/vC/Pza+7cuZo7d65Nc5dSwoR37txJ9+9HAAAAAMCDi8AMAAAAYCajCicmufUL/dySXkshE/MLgbdv37Zpv2FhYVmeU1bHjxkzRvnz59fXX3+tmJgYSSkX4QIDAxUYGKg5c+aoSJEi6tKli4YPH67HHnssy/O7ffu2fvjhB61evdoIYViTJ08eJSYmpro/JCTEqGpQsGBBu4SxTGGZvHnzKjY2VuHh4Xr//ff11VdfpTnmfl6n+Ph4RUdHK3/+/Lp165Zxvy2BiyJFimT5uNak16bKxDwMd+/FWkk6ceKE5syZoy1btlgEj8yl9XpmdDx7yCiUcO8xbX2vhoaGGsu2PI+S5OnpaXX8g8zPz0+//fabpJQWO+aBGfPgwtNPP52l/Zs/3/f72tv7XMxu5tXXMsten0HmAgIC9NNPP2n//v1pthay5fnz8/PT9u3bJUnr1q2zCMzYUpHIFNRatGiREhIStGHDBvXv399Yb2rHZNout9nrO/R+z1/z99L9fp/c798i4eHhBGYAAAAA4CFFYAYAAAAwY95KAf/Hll+Km1/UcnV1tWm/5mPq16+vNm3aZGpeWWln4+TkpBEjRqhPnz7asGGDAgICtHfvXuPCn5QSVPnll1+0bNkyzZw5U82bN8/0cf755x+99NJLqYICbm5u8vb2VpUqVVSnTh01bdpU7777rtWWNdl1obtVq1YaN26cnnnmGcXHx2vjxo3avHmz2rVrZ3V784vJgwcPzrD1xb1MAbPMvr9sPY+yy73tcn755Rd98MEHqapfFChQQJUrV5avr6/q1aun5s2b29SSTLJ/+M6W96r5/G19js0rO9j6Opqfvw9L5a26deuqQoUKunDhgnbs2KGwsDAjILR27VpJKc9xt27dsrT/tIIZmZUd5+KDzF6fQaZ9vfHGG0YQxVyJEiVUuXJlVa9eXQ0aNJCzs7NGjBiR7r7btWunAgUKKCIiQhs2bNBbb70lZ2dnJSQkaOPGjZJSwmMtWrRIcx9+fn5atGiRpJSQjSkwExgYaFQ/ad26td0DdtZkVIXIHt+h9jh/zav/3LufzD4u88+qnj17Zrr6ky1BRQAAAADAg4nADAAAAJBLMrooZX7xKbfdvXs3w23Mf6Ft68VM84t/pUuX1tChQzM/uSzy9PRUv3791K9fP8XFxenAgQP6+++/tW3bNgUGBkqSoqOj9d///ldbt25VgQIFbN53SEiIXnnlFSMsU61aNT333HPGxfh7QxLR0dFW92P+/ERERCg5Ofm+Q13NmzfXzJkz5ebmphEjRujrr7+WJE2dOlVPPfWU1V/qm1cUadasmZo1a5alYxcvXtxYtuUX/bacd5lx9+7dDKtImQeczJ//ffv26f333zfet+3bt5efn59q1qypUqVKWewjrdczJ0RERGS4jfljtPW9an4OhISE2DTGfLucuNBvL08//bRmzpyp+Ph4bdq0Sc8884yCgoKMz4WmTZtanMuZYf48ZPX8fljORXuy12eQJH3//fcWVVueffZZtWnTRtWqVUt1nv75558Z7i9fvnzq0KGDli1bpuDgYO3Zs0eNGzfWrl27dOfOHUlSly5dUgXwzNWrV88Iav3777+6ceOGSpUqZYS0JPu1Y8robw/zIEp6svodaq/z1/ycsFYN7F7pbWP+utepU0d9+/bNcH8AAAAAgEfDw/ETLwAAAOARYV5lIaOLUum18MlpQUFBGW5z6tQpY7l8+fI27bdcuXLG8uHDh20aExYWZtOvyTPDzc1NTz31lMaOHasVK1ZowYIFxsW98PBwbd26NVP7W7JkidEuonr16lq0aJF69eqlSpUqWa0oYrqoKllezMybN68RaIiLi9Ply5fTPW5cXJxeffVVffLJJ1qxYoXVbcwv3I4aNUre3t6SpJs3b+qTTz6xOiazr1NSUpLVQEzZsmWNZfPzJS22nHeZceHChQy3MZ9XlSpVjOXvv//eeG369++vWbNmqV27dqku8EqWr6eU8QVqe8rse9X8tU1PmTJljGo0V65csSnsceLECWPZ/LV/0PXo0cMIpm3evFmS7BZcMH++z549m+H2y5cv1zvvvKPZs2fr3Llzkh6ec9Ge7PUZFBcXp3nz5hm3p0+frrfeekuNGjWyGupK67P5Xn5+fsZyVs8ZU5uv5ORk4ztny5YtkjKuUJORzPztcfPmzUzvPzPfofY6f82rwJiq8KQnvW2y8reIrcFBAAAAAMCDjcAMAAAAkIPMq1vceyHoXkeOHLmvY9mzvdRff/2V7vobN27o6NGjklIqVtSqVcum/datW9doIXPx4sUML1TFxcWpc+fOqlWrljp06GBxQd4Ws2fP1oABA9SoUSP9+++/aW7XoEEDde3a1bh9/fp1i/UZPbeHDh0ylv38/NKtLHD58mVduXLFuH1vGKhevXrGckavw+HDh7Vhwwb98MMPaQZmzLm5uWnKlCnG7cWLF2vfvn2ptqtfv76xvHbt2gwvum/ZskUNGzZU/fr1NXLkSOP+0qVLy8fHR5J0+/Zt/fPPP+nuZ/v27Rk+hsz4+++/012/b98+4yJoxYoVLdpsmL+mGVUf2LNnj8XtnAwpHDhwIMMqMwEBAcZy27Ztbdpv3rx5VaNGDUkpj+ePP/7IcMyGDRuMZfPz+EFXrlw5Y75///23YmJijMfi4eFh83NmjfnzsGvXrgzbrq1cuVKLFy/WZ599ZoTwHpZz0Z7s9Rl09uxZo9JI4cKF1blz53T3Y/78pXfMhg0bqkyZMpKkrVu3Ki4uznifVahQwab2gX5+fsZ3y5YtW3Tp0iUjANe1a9f7alFnr7897PEdaq/zt2bNmnJ3d5ckHT161Hh/pMUUPrLG/PzavHlzhpWZAgMD1ahRI9WtW1e9evWyW6s1AAAAAEDOIzADAAAA5CBPT0/lzZtXUkpQIq2KF0lJSfrhhx/u61jmvyi/34osGzduTPfX2bNmzTIu/Hbq1Mni2Onx8PBQ+/btjdvTpk1L9wLyjz/+qNu3bys+Pl5RUVEWvzC3RXBwsPbv36+QkBCjJUdazC++3fvLd/PHZ22+5r/gz+hX6B999JHF7XsvvJmqDkjS/Pnz023VtXDhQmO5Xbt26R7XpHHjxurevbuklIuR77zzTqoKBJ06dVL+/PklpfxK/7fffktzf3Fxcfryyy8lpbScqVy5ssV684uoX3zxRZrnZnBwcLrHyYpffvklzcpNSUlJ+uyzz4zbvXv3tlhv62saERGhWbNmWdwXHx+flelmSUxMTLqfHfv379eOHTskSUWKFFHjxo1t3vd//vMfY/nrr79ON5hjCm+ZdOvWLdU2pmpLGYVGcoOpYkhMTIx++eUXI7jQsWPHDNt6peeJJ55Q1apVJaWc40uXLk1z26CgIO3du1dSShCxdu3akh6ec9Ge7PUZZP7cRUVFKTY2Ns39HD16VGvWrDFup/fcOTk5GZ/VV65c0c8//2xUYTL/DE9P2bJljeDG7t27tX79emPd/bZjKlmypLF8+PDhNN+7kZGR+uWXX9Lcjz2+Q+11/ubNm1ddunSRlPK9+e2336a5r6tXr6b7XmvcuLFKly4tKaVlnalVYVpM3xVRUVEqW7asEfwFAAAAADx8CMwAAAAAOcjZ2VlPPfWUpJRwwuTJk1MFICIiIvTf//5Xx44du69jmdohSMqwlU9G4uPjNWrUqFTtXhITEzVr1iwtXrxYUkog6KWXXsrUvl988UWjAsu///6rMWPGWG2lsWLFCs2cOdNiXGYvUvXq1ctYXrhwoX7//XerVQM2btxo/Brd3d1dzZs3t1hv/tyaV4cx8fX1tTiOtWBUSEiIxo4dq02bNlncf+8v29u0aWNcYL9w4UKaz8+PP/5oXNwtUaKERYuQjLz55psqXLiwJOncuXOpLhYWKVJEzz//vHH7ww8/NF5zc3fv3tXrr79utPzx8PDQkCFDLLYZOHCgvLy8JEl79+7VxIkTUz3mGzduaMSIEQoNDbX5MdgiJCREo0aN0o0bNyzuj4qK0uuvv64DBw5ISmk/dG/lA/PXdObMmYqKikq1/9OnT6t///6pzon0Qk7ZYfbs2RbhKZODBw/qlVdeMc75119/Pd3qR/fy8/Mz2q1duXJFw4YNS1V9SUoJ5YwaNcoIf/Xs2VPVqlVLtZ3pfXTnzh2rz2du6tSpkxFuNL9of7/BBUkWn5Effvhhqs8AKeUC/6uvvmqEiV544QWjwsjDdC7ai70+gypVqmQ8j/Hx8ZoxY4bV74DNmzdr6NChFgGNjJ4782BMVs8Z07axsbH6/vvvJUne3t5GWCqrSpUqZQSHoqKiNHXq1FRBtdu3b2vUqFFW39Mm9vgOtef5O3LkSON9umDBAvn7+6eaz6VLlzRixAhFRkam+bhcXV0t3pdz5szRrFmzUgVYY2Nj9cEHHxjVz1xcXPTiiy+muV8AAAAAwIOPn0AAAAAAOWzw4MFGa53du3erffv26tixo4oWLapLly5p06ZNunv3rry8vFS0aNEst2YqW7assfzpp5/qypUrcnV1VYcOHfTEE09kal+urq66dOmSevTooXbt2snHx0d3797V1q1bdfbsWUkpF46mTp1q0cbGFj4+Ppo8ebLeeecdJScna/Pmzdq7d6/atm2rChUqKCQkRPv27dPx48eNMa1bt1b//v0zdRwp5UJd3759tWjRIiUnJ2vSpEn6+eefVa9ePZUuXVpRUVE6cOCARRuIMWPGqEiRIhb7MX9u586dq7i4OBUsWFANGjRQ/fr11adPH82fP1+xsbEKCQlRt27d1KFDB1WsWFFxcXE6e/as/vzzT+OX9q6ursaF2XtDIs7Ozvr888/Vr18/hYWF6c8//1T79u3Vrl07lS9fXhEREdq+fbvRnsrFxUUffvihRagnI8WKFdNrr72myZMnS5L8/f3VuXNniwubY8aM0cGDB7Vnzx7Fx8frnXfe0c8//6xmzZqpYMGCunTpkgICAowwj7Ozsz788EMVL17c4lju7u763//+pxEjRig2NlarVq3Snj171KFDBxUvXlznz5/Xxo0bFRUVJW9vb50/f97mx5ERb29vHT16VJ06dVLHjh1VoUIF3b59Wxs3btTNmzclpbQu+fTTT1M9f88//7wOHjwoSfrnn3+M16B06dIKCwvT0aNHtX//fuNi7b2vabFixez2ONJjOu6UKVO0ZMkSNW/eXK6urjp69Kj+/PNPo6JP+/btLS5+2yJv3rz66quvNGDAAEVGRurAgQPq1KmTWrdurccff1wJCQk6cOCAdu/ebTwPPj4+euedd6zur2zZsgoLC1NcXJyGDh2q1q1bKyEhIdOhuz179liEKQICAizeo1lRqFAhtW7dWhs2bDAu6D/22GNq2LDhfe1Xkjp06KBnn31WCxcuVExMjEaPHq26devqqaeeUv78+RUUFKRNmzYZQbIGDRrohRdeMMY/LOeivdnjM6hAgQLq2bOnFi1aJCklaLhz5041btxYRYoU0c2bN/X333/r3LlzklI+TxMTE5WcnJxhgK9y5cqqWbOmjhw5Ypwz9erVU7ly5Wx+jJ07d9YHH3ygmJgYowqMPUJaUsrfHm+//bYkadWqVTp8+LBat26tAgUK6OzZswoICFBMTIyqV6+u8PBwXbp0KdU+7PEdas/zt3z58powYYLef/99JScna/r06VqxYoVatGihAgUK6MyZM9q8ebNiYmKUP39+4z1lra1i3759tX//fq1atUpSSphnxYoVatWqlYoVK6Zr165p69atxneFJL322msW35MAAAAAgIcPgRkAAAAghzVp0kRvvPGGPvnkEyUmJurmzZv6+eefLbapXLmyvv7661TtejKjU6dOmjlzpsLCwhQaGmq0K/Dw8Mh0YObVV1/V2rVrFRgYqPXr11u0ipCkwoUL64svvlCTJk2yNNfevXurYMGCevfddxUaGqrw8HAtX77c6ra9evXSlClTrF7wsoWp5ZBp/ydOnDDCJubc3Nw0evRoDR48ONW6Jk2aqHz58rp48aJiY2Pl7+8vKaV6Sv369VWuXDl99tlnGj9+vGJiYhQXF2fR2sPEyclJffr0UfXq1Y2wirXKQpUqVdLChQs1evRonT17VmFhYVbbSxQqVEjTpk1Ty5YtM/ekSOrTp4+WL1+uAwcOKD4+Xm+//bYWL15stJ9ycXHRDz/8oKlTp2rp0qVKTk7WqVOnjEoO5goXLqypU6eqc+fOVo/VqFEj/fjjj3r55ZcVEhKiGzdupHoPlC9fXl9++aXdLhZLKVUfRo8erfPnz1s9v0qWLKkvv/xS9erVS7Wua9euCgwM1Jw5cyRJt27dstoWJn/+/Hr99dd19OhRLVu2TFJKa5d7W1Nll7p166pOnTqaPXu2jh07ZvV8GjhwoN58880s7b9q1ar67bffNHbsWAUFBSk6Olrr1q2zuu1//vMfTZ48We7u7lbX9+3b1zjv//33X/3777+SpAEDBhgVj3JTjx49LNpKde/e3eZ2cxl59913VbhwYf3www9G0MhU4chcmzZt9Mknn1hU03pYzkV7s9dn0JtvvqkLFy5o9+7dkpTmPsqUKaOPP/5Yb731li5duqTbt2/r+vXrRusea3r06GERcs3s51eBAgXUtm1brV27VlLKd4SpZd796t27t86cOaN58+ZJks6fP68ff/zRYpu6detq1qxZFgGte93vd6i9z9/nnntOMTEx+uKLLxQfH2/19axSpYqGDh2qiRMnGnOz5uOPP1aZMmXk7++v+Ph4Xbp0KdV3k5QSrBw/frwGDhxodT8AAAAAgIcHgRkAAAAgFwwePFjNmjXTggULtGvXLt24cUP58+dXxYoV1aVLF/Xt29doM5BVJUqU0MKFC/XFF19o//79unv3rooWLZql1ifFihXT4sWL9euvv2rVqlU6d+6ckpOTVbFiRbVt21YDBgxIVYUlszp16qRmzZppyZIl+uuvv3T69GmFhobK1dVVjz32mJ588kn17t1btWrVuq/juLq66qOPPtIzzzyjFStW6NChQ7py5YpiY2NVqFAhlSlTRi1atFDPnj3TrAyQL18+LViwQJ9//rl27typ0NBQeXp6WrTvaN++vVatWqX58+fr77//1tWrV5WYmCgPDw+VL19etWvXVq9evVS1alXduHFDzs7OSkpK0ubNm/X2228rf/78FsesXLmyVq9erVWrVumPP/7Q8ePHdefOHeXNm1fe3t5q1aqV+vfvn+XqEU5OTpo6dap69uyphIQEHTlyRD/99JPFhVM3Nzd9+OGHGjhwoJYuXao9e/bo+vXrioyMVIECBfT444+rZcuWeuaZZzKsNPTkk09qw4YNWrBggQICAoyKDmXLllXHjh01ePBgoxqKvZQpU0bLli3TvHnztGHDBl26dEkuLi7y9vZWhw4dNGDAAHl4eKQ5fvz48WrevLkWLlyogwcP6tatW3JyclLhwoVVuXJlNWjQQH369FHJkiW1bt064yLv6tWr7Rr8ychrr72m5s2ba/78+Tpw4IDCw8NVokQJNWzYUP3797/v9i5VqlTR6tWrtXbtWm3atElHjhzRnTt3lJycLC8vLzVs2FC9evXK8Dh9+/aVq6urFixYYLz+JUuW1PXr1x+IwEyLFi1UtGhR3blzR5L9Kn1IKe+3cePGqUePHlq0aJF27dqla9euKSYmRkWLFlWdOnXUq1evNMNvD8u5aG/2+AzKnz+/fvzxR61YsUKrV69WYGCgwsPDlTdvXhUtWlRVqlRRy5Yt5efnp3z58qlp06ZGoGPVqlUaMWJEmvPr2rWrPv74Y8XHx8vV1TXN0GB6evToYQRmnnzyyUxVqMnIm2++qU6dOum3337T3r17devWLRUsWFCPP/64evToIT8/P+XJkyfdfdjjO9Te5++wYcPUsmVLLVy4UDt37jSqwFSqVEndu3dX//79jYCUpDRDfM7Ozho3bpyeeeYZLV68WLt27dLly5cVEREhd3d3eXt7q0mTJurbt6/KlClj03MOAAAAAHiwOSVbazYMAAAAwOHNnDlTs2bNkiRNmzZNPXv2zOUZAbDm8uXLatu2rSSpYcOGVisiAHg4LFu2zKgA9cEHH6h37965PKNHw7p16zRu3DhJKVWsTNWtAAAAAACOjQozAAAAAAAAwANg5cqVklIq4WSlQo0jmT17tkqVKqVKlSqpZs2a6W5r3qapYsWK2T01AAAAAMBDgsAMAAAAAAAAkMuCgoK0Z88eSSltCgsUKJDLM3qwLV26VOfPn5eTk5P+/PNPlSpVyup2MTEx+v33343bDRo0yKkpAgAAAAAecM65PQEAAAAAAADA0URGRsrUKT0oKEhjx441bg8cODA3p/ZQaNSokSQpOTlZ7733nqKiolJtExYWppdfflnBwcGSUtrW+fr65ug8AQAAAAAPLirMAAAAAAAAADls2bJl+vzzz+Xm5qbQ0FDj/s6dO6t69eq5N7GHxPDhw7Vq1SpFRUVp8+bNat26tdq0aSMvLy/Fx8fr8uXL2rJlixGkKViwoP73v//l8qwBAAAAAA8SAjMAAAAAAABADitdurSioqIsKqN4e3tr8uTJuTirh0fZsmXl7++vcePG6fr16woNDdWyZcusblulShV99dVXKleuXA7PEgAAAADwICMwAwAAAAAAAOSwxx9/XFWqVNH58+fl6emp1q1b69VXX1XRokVze2oPjXr16mn9+vVasWKFAgICdPLkSYWGhipv3rwqWbKkHn/8cfXo0UMtW7aUq6trbk8XAAAAAPCAcUo2NUcGAAAAAAAAAAAAAAAAHIBzbk8AAAAAAAAAAAAAAAAAyEkEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAAByKS25PALZJSkpSdHS0JMnFxUVOTk65PCMAAAAAAAAAAAAAsI/k5GQlJCRIkvLnzy9nZ2o/AMheBGYeEtHR0Tpx4kRuTwMAAAAAAAAAAAAAspWvr688PDxyexoAHnHE8gAAAAAAAAAAAAAAAOBQqDDzkHBx+b+XytfXV66urrk4GwAAAAAAAAAAAACwn/j4eKPjhvm1UQDILnzSPCScnJyMZVdXV7m5ueXibAAAAAAAAAAAAAAge5hfGwWA7EJLJgAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKC65PQHY39ejtth1fy9/18au+wMAAAAAAAAAAAAAAMhNVJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOxSW3J5Ab/v77by1YsECHDh1SaGioPDw85OvrKz8/P/Xo0UPOztZzRPHx8Vq4cKFWrVqloKAgJScny8vLS+3atdPgwYPl6emZsw8EAAAAAAAAAAAAAAAAmeZwgZnp06fL39/f4r7Q0FDt3r1bu3fv1qpVq/TNN98of/78FtvExsZq6NCh2rdvn8X9Z86c0ZkzZ7Rs2TL5+/urSpUq2f4YAAAAAAAAAAAAAAAAkHUO1ZJpyZIlRlimbt26mjdvnnbu3KmlS5eqW7dukqRdu3ZpypQpqcZOnDhR+/btk6urq8aNG6eAgABt375d77//vgoVKqSbN29q1KhRioqKysmHBAAAAAAAAAAAAAAAgExyqMDM7NmzJUmPP/645s2bp8aNG6t48eKqUaOGPvvsMyM0s2LFCl25csUYd/jwYa1fv16SNGnSJI0aNUply5ZVyZIl1adPH82dO1eurq66cuWK5s+fn/MPDAAAAAAAAAAAAAAAADZzmMBMaGioLl68KEnq3r278uXLl2qbZ5991lg+fPiwsTx37lxJkpeXl/r06ZNqXM2aNdW9e3dJKVVsAAAAAAAAAAAAAAAA8OBymMBMnjx5jOWEhASr27i6uqbaPjk5WTt27JAktWzZ0mI/5tq2bStJunLligIDA+0yZwAAAAAAAAAAAAAAANifwwRmChYsKG9vb0nSunXrFBsbm2qb5cuXS0oJztSqVUuSdPnyZd29e1eSVL169TT3X7VqVWP56NGj9po2AAAAAAAAAAAAAAAA7MxhAjOS9Nprr8nZ2VlBQUF64YUXtHv3bt2+fVsnTpzQu+++q4ULF0qSRo4cqdKlS0tKqRhj4uXllea+S5UqZVSfMR8DAAAAAAAAAAAAAACAB4tLbk8gJ3Xo0EGzZs3S9OnT9e+//2rQoEEW6x977DGNHTtWfn5+xn0hISHGcuHChdPct4uLi/Lnz6+IiAiFh4fbfe4AAAAAAAAAAAAAAACwD4eqMCNJERERcnd3t7ru9u3b+vfff3Xnzh3jPvPWTXnz5k133/ny5ZMkxcTE2GGmAAAAAAAAAAAAAAAAyA4OVWHmgw8+0M8//yxJevbZZzVw4ECVK1dOISEh+uOPP/TFF19o0aJF2r9/v3766ScVL17caLMkSU5OTunuPzk5WZLk7OxwOSQAAAAAAAAAAAAAAICHhsMkO3bt2mWEZV577TVNmTJFlStXlpubm0qVKqWBAwdqwYIFypcvn4KCgvT5559LkkU1GvNqM9aY1mdUiQYAAAAAAAAAAAAAAAC5x2ECM4sXL5YklSpVSkOHDrW6TdWqVdW3b19J0sqVKxUdHa2CBQsa6+/evZvm/hMSEhQdHS1JKlKkiL2mDQAAAAAAAAAAAAAAADtzmMDM+fPnJUm1atWyaLN0rwYNGkhKCcBcvHhR3t7exrqrV6+mOe7GjRtKTEyUJJUpU+b+JwwAAAAAAAAAAAAAAIBs4TCBmfj4eIv/TYuTk5PFmJIlSxoVYwIDA9Mcd/z4cWO5atWq9zNVAAAAAAAAAAAAAAAAZCOHCcxUqlRJknTgwAHFxcWlud0///wjSXJxcVH58uUlSS1btpQkbdu2TUlJSVbHBQQESJJKlCghX19fu80bAAAAAAAAAAAAAAAA9uUwgZmuXbtKksLCwjRjxgyr25w8eVK//fabJKlFixYqVKiQJMnPz09SSlunhQsXphp3+PBhrV69WpI0aNAgiyo1AAAAAAAAAAAAAAAAeLA4TGCmY8eOatq0qSRp7ty5euWVV7Rv3z7duXNHly5d0vz58/Xcc88pKipKBQsW1IQJE4yxjRs3Vps2bSRJH374oWbMmKFLly4pODhYS5Ys0bBhw5SQkKCyZcvq2WefzZXHBwAAAAAAAAAAAAAAANs4JScnJ+f2JHLK3bt3NXbsWO3YsSPNbYoXL66vvvpKTz75pMX9YWFhGjp0qI4cOZLmuF9++UXe3t72nLIhLi7OOHbNmjXl5uaW5rZfj9pi12O//F0bu+4PAAAAAAAAAAAAAMxl5nooANiDS25PICcVLFhQP/zwg/744w+tWLFCR44cUWhoqPLlyydvb2+1adNGAwYMUOHChVONLVy4sBYuXKiFCxdq9erVCgoKUlxcnLy8vNS6dWsNHz5cxYoVy4VHBQAAAAAAAAAAAAAAgMxwqMCMJDk5Oaljx47q2LFjpse6urrq+eef1/PPP58NMwMAAAAAAAAAAAAAAEBOcM7tCQAAAAAAAAAAAAAAAAA5icAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChEJgBAAAAAAAAAAAAAACAQyEwAwAAAAAAAAAAAAAAAIdCYAYAAAAAAAAAAAAAAAAOhcAMAAAAAAAAAAAAAAAAHAqBGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChuOT2BGB/3zV+1a77e1lH7Lo/AAAAAAAAAAAAAACA3ESFGQAAAAAAAAAAAAAAADgUAjMAAAAAAAAAAAAAAABwKARmAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAMChuOT2BHLKG2+8oeXLl2dqzE8//aSnnnrKuB0fH6+FCxdq1apVCgoKUnJysry8vNSuXTsNHjxYnp6edp41AAAAAAAAAAAAAAAA7M1hAjNZ4eHhYSzHxsZq6NCh2rdvn8U2Z86c0ZkzZ7Rs2TL5+/urSpUqOT1NAAAAAAAAAAAAAAAAZILDBGbee+89vfPOO+lus3//fo0aNUpJSUkaMmSIatSoYaybOHGi9u3bJ1dXV40ePVrdunWTm5ubtm3bpk8++UQ3b97UqFGjtGbNGrm7u2f3wwEAAAAAAAAAAAAAAEAWOef2BHKKm5ubPDw80vwXHx+vyZMnKykpSXXr1tVrr71mjD18+LDWr18vSZo0aZJGjRqlsmXLqmTJkurTp4/mzp0rV1dXXblyRfPnz8+thwgAAAAAAAAAAAAAAAAbOExgJiNvv/22rl+/rnz58unjjz+Wi8v/Fd+ZO3euJMnLy0t9+vRJNbZmzZrq3r27JGnJkiU5M2EAAAAAAAAAAAAAAABkCYEZSTt27NCmTZskSS+//LIqVKhgrEtOTtaOHTskSS1btlSePHms7qNt27aSpCtXrigwMDCbZwwAAAAAAAAAAAAAAICscvjATEJCgv73v/9JksqVK6cXXnjBYv3ly5d19+5dSVL16tXT3E/VqlWN5aNHj9p/ogAAAAAAAAAAAAAAALALhw/MLFq0SEFBQZKkV199VW5ubhbrr1y5Yix7eXmluZ9SpUoZ1WfMxwAAAAAAAAAAAAAAAODB4tCBmaSkJP3444+SUqrLdOnSJdU2ISEhxnLhwoXT3JeLi4vy588vSQoPD7fzTAEAAAAAAAAAAAAAAGAvDh2Y2bRpky5duiRJGjp0qFEhxlxsbKyxnDdv3nT3ly9fPklSTEyMHWcJAAAAAAAAAAAAAAAAe3LowMy8efMkScWKFVPPnj2tbmMeonFyckp3f8nJyZIkZ2eHfloBAAAAAAAAAAAAAAAeaA6b7Lhy5Yr+/fdfSVKXLl3SrB7j7u5uLJtXm7HGtD6jSjQAAAAAAAAAAAAAAADIPQ4bmNm0aZOx3LVr1zS3K1iwoLF89+7dNLdLSEhQdHS0JKlIkSJ2mCEAAAAAAAAAAAAAAACyg8MGZv744w9JkpeXl+rUqZPmdt7e3sby1atX09zuxo0bSkxMlCSVKVPGLnMEAAAAAAAAAAAAAACA/TlkYCYiIkIHDhyQJLVp00ZOTk5pbluyZEmjYkxgYGCa2x0/ftxYrlq1qp1mCgAAAAAAAAAAAAAAAHtzyMDMoUOHlJSUJEmqV69ehtu3bNlSkrRt2zZj3L0CAgIkSSVKlJCvr6+dZgoAAAAAAAAAAAAAAAB7c8jAzLFjx4zl2rVrZ7i9n5+fJOn8+fNauHBhqvWHDx/W6tWrJUmDBg1Kt2INAAAAAAAAAAAAAAAAcpdDBmaCgoIkSe7u7vLy8spw+8aNG6tNmzaSpA8//FAzZszQpUuXFBwcrCVLlmjYsGFKSEhQ2bJl9eyzz2br3AEAAAAAAAAAAAAAAHB/XHJ7Arnh6tWrkqTHHnvM5jEfffSRhg4dqiNHjui7777Td999Z7G+ePHi8vf3V4ECBew6VwAAAAAAAAAAAAAAANiXQwZm7t69K0kqXbq0zWMKFy6shQsXauHChVq9erWCgoIUFxcnLy8vtW7dWsOHD1exYsWya8oAAAAAAAAAAAAAAACwE4cMzKxYsSJL41xdXfX888/r+eeft++EAAAAAAAAAAAAAAAAkGOcc3sCAAAAAAAAAAAAAAAAQE4iMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAj6y4uLjcngIAAAAeQC65PQEAAAAAAAAAALKb9xtrc3sK2er8R12zdf8+Pj4Wt5csWaJatWrZNLZp06a6deuWcfvkyZN2m1f79u118eJFOTs7KzAw0GJdQkKCXn/9dZ09e1YrV660edz9qFatmhITE+Xl5aUtW7bYbb/4P/PmzdO0adMkSePHj9fw4cNzeUYAAOBhRYUZAAAAAAAAAACQKd99951N2127ds0iLJOTOnbsqHXr1ikqKipXjg8AAIAHm0NWmImIiND8+fMVEBCgixcvKjY2VmXKlFHLli01dOhQlSpVKs2x8fHxWrhwoVatWqWgoCAlJyfLy8tL7dq10+DBg+Xp6ZlzDwQAAAAAAAAAgFywe/dum7abOXNmNs8kbWFhYWmu8/T01NWrV5UvX74cnBHsIX/+/HJ2Tvk9uLu7ey7PBgAAPMwcLjBz/PhxjRgxQsHBwRb3nz9/XufPn9fKlSs1Z84cq6UkY2NjNXToUO3bt8/i/jNnzujMmTNatmyZ/P39VaVKlWx9DAAAAAAAAAAA5AY3NzfFxcUpMjJShw8fzrAtU0BAgCTJ2dlZSUlJOTFFmyxZsiS3p4As6tu3r/r27Zvb0wAAAI8Ah2rJdPPmTb3wwgsKDg5WoUKF9O6772rLli3666+/9O6778rDw0OhoaF6+eWXFRERkWr8xIkTtW/fPrm6umrcuHEKCAjQ9u3b9f7776tQoUK6efOmRo0aRXlHAAAAAAAAAMAjycfHx1jOqC1TUFCQQkNDJUmVKlXKzmkBAAAAmeZQgZmPPvpIYWFhcnd317x589S/f395eXmpVKlS6t+/vz777DNJKcGalStXWow9fPiw1q9fL0maNGmSRo0apbJly6pkyZLq06eP5s6dK1dXV125ckXz58/P8ccGAAAAAAAAAEB2c3V1Vfny5SVl3JbJ1I6paNGiKlSokNVt9u/fLx8fH/n4+GjixIlp7qtatWry8fFRmzZtMpxj+/bt5ePjo7t370qSLl68aBzj3m2qVq2a4f6yKiIiQiNHjlTt2rWN49epU0djx45VQkJCmuOSkpL03nvvqVGjRvL19TXm2axZM82aNSvdYyYkJOjDDz9Uy5YtjefMfPz06dNTVfqpWbOmfHx81LBhw3T3PWjQIGN/wcHBql69unx8fFS/fv10xw0ZMkQ+Pj7y9fVVZGRkutvaYt68ecY85syZc9/7AwAAjsthAjO3bt3Shg0bJEkjR45U9erVU23TunVrVaxYUXny5NHRo0ct1s2dO1eS5OXlpT59+qQaW7NmTXXv3l0SpRwBAAAAAAAAAI+uHj16SJIiIyN16NChNLfbvn27JKlDhw45Mq8HSWRkpJo0aaJt27YpJibGuD86Olrr169X8+bNrbaounLlip566in98ssvCgkJUXJysqSUEE1wcLBmzpyptm3bWg2enD17Vg0aNNBPP/2k69evKzEx0VhnGu/v76+OHTtajDMFZcLCwnT69Ok0H9M///wjSSpbtqxKlCihunXrSpLu3r2rY8eOpTlu3759kqSKFSvKw8Mjze0AAABymsMEZjZu3KjExETlzZtXzz33XJrbrVixQseOHdO0adOM+5KTk7Vjxw5JUsuWLZUnTx6rY9u2bSsp5Q/awMBAO84eAAAAAAAAAIAHw5AhQ+Tk5CRJ+v77761uc/ToUUVEREiSXnrppRybmyQtX75cO3bsUIECBSSl/BB2x44dxn/nzwmhoaGKjY2Vt7e3PvvsM61evVrjx4+Xm5ubJOnOnTuaPHmyxZiEhAT16NFD4eHhkqTatWvr66+/1h9//KEvvvjCqJBz+fJlqz/sHTBggKKioiRJDRo00KxZs7Rx40bNmTNHvXr1Mq5tXLx4Uf7+/sa4MWPGGMtff/211cezZs0axcfHS5J69+4tSRo9enSG4zZs2KC4uDhjfgAAAA8ShwnMHD58WJJUo0YN449kE9MfeZKUL18+4w99k8uXLxulG61VpjExL914b4UaAAAAAAAAAAAeBe7u7vL29pYk/f3331a3MQUoSpUqpVKlSuXU1CRJBQoUUIkSJYz/1p8nTx6VKFFCJUqUyNF5NGrUSBs3blS3bt1UpUoVDR8+XMuWLTPWb9261WL7yZMnG9cihg4dqsWLF6tdu3aqUKGCOnfurFWrVqldu3aSpDNnzmjVqlXG2C1btujOnTuSpCZNmmjBggVq3769vL291aJFC/3vf//TZ599Zmy/fv16Y7l27dpGyyxTVaB7zZs3T5Lk7OysIUOGGI/PVDFm165dVseZqvfnyZNH/fv3T+/pAgAAyHEOE5gxlRGsUKGCpJQ/RIcOHaq6deuqRo0aatasmd59913duHEj1dgrV64Yy15eXmkeo1SpUkZC23wMAAAAAAAAAACPkl69ekmSoqKidODAgVTrTUGabt265ei8HiTffvttqvueeOIJFS5cWJKMSjIm69atkyQVLFhQEyZMsLrPGTNmGNchzKv7xMfHq0aNGipVqpSmTJlidWznzp2N5XuPbWqbFRERYfwA2SQpKclouVStWjWjSo4ktWrVSlJKq6k9e/akGmf6cXGtWrXk7Owwl6QAAMBDwmH+Orl586YkydPTU1OnTtWoUaO0Y8cOozxhcHCwfvvtNz399NOp/rgPCQkxlk1/yFrj4uKi/PnzS0r9xyYAAAAAAAAAAI+KQYMGGRVcZs+ebbFu9+7dio6OliSNGjUqx+f2IChUqJDc3d2tritYsKAkKTEx0bjvxo0bxnNWtmxZBQcHW/0XFhZmVMq5ePGiMb5jx45aunSp/vrrL+OHw+aCg4M1e/Zs4zUzP7Zk2Zbpm2++sVj3yy+/KCkpSZI0bNgwi3Xjxo0zlu9tz/Xrr78axxk5cqTV5wIAACA3ueT2BHJKZGSkJGn16tUKDg5W/fr1NW7cONWsWVORkZFav369Pv30U4WGhurFF1/UypUrjTKRsbGxxn7y5s2b7nHy5cuniIgIxcTEZN+DAQAAAAAAAAAgF7m5ualy5co6c+aMdu/ebbHOFJwoV66c0erH0aQVlpFkVFpJTk427jt48KCxHBgYqGbNmmV4jLi4OKv3b9q0SWvXrtW5c+d08+ZNhYeHKyEhwWIb82NLKRX0y5Qpo6tXr6Z6PX/77TdJKa+5eZUaKeU1LlmypG7evKl9+/ZZrFu4cKGklOsmrVu3zvDxAAAA5DSHqTBjCrAEBwerYcOGmjdvnurXr6+8efOqaNGiGjBggGbPni1nZ2eFhIRYJKFN5Q0lGenrtJj+yKS0IAAAAAAAAADgUda7d29JKW2Z/vnnH+P+/fv3S5J69uyZK/N6EJhfV7DF7du37/uYmzZtUsOGDTV69GitX79eJ06c0J07d5SQkCBnZ2eVK1cu3WscptfTvL1STEyMgoKCJEmNGze2Os7Pz09SSoBn8+bNqcY1bdr0vh8bAABAdnCYVEe+fPmM5TfeeEOurq6ptmnQoIFatmwpSfrjjz+M+82T4ObVZqwxrc+oEg0AAAAAAAAAAA+z5557zvjx6Jw5cyRJW7ZsUVxcnJycnDRkyBC7HcvUEuhRZV6Jp1u3bjp58qRN/0wOHDigV155RWFhYZJSKsa0adNG48aN09KlSxUYGKjNmzenG5gZNmyY8XqaflQ8Z84c44fC5m2bzI0aNcrY79y5cyVJP/zwgzFu7NixWXlKAAAAsp3DtGTy8PBQVFSUChYsqOrVq6e5XYMGDbR161YFBwcrNDRUnp6eRj9RSbp7926aYxMSEoweo0WKFLHf5AEAAAAAAAAAeMC4uLjoiSee0MmTJ42KJP7+/pKkypUrW/yQNS3mP25Nq8VQXFxcqhZCj5pq1aoZy5cuXUp326SkpFRV7t966y3jOXr//ffVp08fq+PSCx65ubnJ19dXx48fNyoGrVixQpJUuHBh1ahRw+o4Dw8Poz3XkSNHJElr166VJHl6eqpKlSrpPh4AAIDc4jAVZsqWLSsp48ov5uEYU7UYb29v476rV6+mOfbGjRtKTEyUJJUpUyarUwUAAAAAAAAA4KHQr18/SSltmQ4dOqRDhw5Z3J8RT09PY/nOnTtWt1m9evX9TfIhUKlSJSM8dPz48TSDLQkJCapVq5aqVq2qtm3bGvdfvnxZkpQ/f36rYRlJ+u2334zltAJIw4YNk5TSUmnnzp3Gfjt27Jju/AcNGiQpJdy0d+9enT9/XpLUqVOndMcBAADkJocJzFStWlVSyh/cERERaW5369YtSSn9RYsXLy5JKlmypFExJjAwMM2xx48fT3U8AAAAAAAAAAAeVf369TOqnbzxxhuKj4+Xs7OzBgwYYNP4ChUqGO18Dh48qISEBIv1cXFx+vTTT7M0N9O87t3ng6pFixaSpPj4eI0aNcrqNmPGjFF8fLySkpIsfuxreg5jYmIUGhqaatylS5f00UcfGbdNP/69V9euXeXm5iZJev311y2Om54+ffrIxSWlqcHbb79tBH4yGgcAAJCbHCYw06pVK0kpJQc3bNiQ5nY7d+6UJNWsWVN58uQx7m/ZsqUkadu2bWkmuwMCAiRJJUqUkK+vrz2mDQAAAAAAAADAA8vZ2dn4AenZs2clpfyg9N6WQekpX768pJSwR5s2bbRhwwYFBQXJ399fTZs21Z07d4xASGa4u7tLkq5fv64tW7YoKCgo0/vISdOnTzfaWP3555/q2LGjVq5cqQsXLmjjxo3q2bOncR3CxcVF06dPN8aa2h4lJyerQ4cOWrRokc6ePaudO3dq3Lhx6tixo1FVX5LF8r0aNWokSbp9+7YkycvLSyVKlMhw/k8++aQk6cKFC5JSKv8XK1bM5scPAACQ0xwmMNO0aVN5eXlJkr744gsFBwen2mbDhg3av3+/JOk///mPxTo/Pz9J0vnz57Vw4cJUYw8fPmyUhRw0aFCW/ngHAAAAAAAAAOBhc281mYEDB2Zq/Keffmr8gPXGjRt69dVX1aVLF02fPl3h4eHy8fFRhQoVMj0vU4AjKSlJL774orp06WJcA3gQFShQQIsWLVL+/PklpVyPmDBhgjp06KAxY8bo2LFjklLCMv7+/hZhlBkzZhgtncLCwjR58mR17txZQ4YM0bp165SYmCh3d3cVLVpUknT37t005zF27FiL271797Zp/qNHj7a4/cwzz9g0DgAAILc4TGDGxcVF7733npydnRUcHKzevXtrxYoVunHjhq5cuaLvvvtO48ePlyTVqlUr1R+AjRs3Vps2bSRJH374oWbMmKFLly4pODhYS5Ys0bBhw5SQkKCyZcvq2WefzfHHBwAAAAAAAABAbujVq5cReHFxcUn1g9SM1KpVS5s2bVK9evWM0IeTk5M8PT01atQorVq1Kkvz+vjjj9WwYUNjbs7Ozjpx4kSW9pVTfH19tXfvXvXp00dFihSx+HGuh4eH2rRpo507dxpVYEzKlSunzZs3q27dusZzKKU8Zk9PT/Xp00d///23OnXqJCmlJdPatWutzqF69eoqXLiwMX7o0KE2zb1hw4YqUKBApscBAADkFqfk5OTk3J5ETlq7dq3eeustxcTEWF1ftWpVffvtt3rsscdSrQsLC9PQoUN15MgRq2OLFy+uX375xaJvqL3ExcUZx61Zs6bRQ9SamvNr2vXYRwZZf7wAAAAAAAAAAAAm9evX1927d1WtWjUtX748W44xb948TZs2TZI0YcIEgjnAIyQz10MBwB5ccnsCOa1r166qW7eu5s2bp7/++kvXrl1T3rx55e3tre7du+uZZ54xyh3eq3Dhwlq4cKEWLlyo1atXKygoSHFxcfLy8lLr1q01fPhw+nECAAAAAAAAAACHc+DAAaPV08iRI7PtOOY/iM6XL1+2HQcAADz6HC4wI0llypTRW2+9pbfeeivTY11dXfX888/r+eefz4aZAQAAAAAAAAAAPHxM11zc3d2N1k/Z4fLly8ayl5dXth0HAAA8+hwyMAMAAAAAAAAAAGASERGh6OjoLI93d3eXh4eHHWf04EtISFDfvn1VokQJHTlyRLdu3ZIkDRgwIM0xwcHBWT7eggULVLRoUa1evdq4r0GDBlneHwAAAIEZAAAAAAAAAADg0P7zn//o4sWLWR7foEEDLViwwI4zevC5uLjo2LFjSk5ONu4rWbKkxo8fn+aYZs2a2e34Pj4+DhdSAgAA9uWc2xMAAAAAAAAAAADAw+exxx6TJDk7O6t69epav359th/T2dlZNWrU0K+//prtxwIAAI82KswAAAAAAAAAAACHtmnTptyewkNp69atmdr+5MmT2TQTAACAzKPCDAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAAAAAADAoRCYAQAAAAAAAAAAAAAAgEMhMAMAAAAAAAAAAAAAAACHQmAGAAAAAAAAAAAAAAAADoXADAAAAAAAAAAAAAAAABwKgRkAAAAAAAAAAAAAAAA4FAIzAAAAAAAAAAAAAAAAcCgEZgAAAAAAAAAAAAAAAOBQCMwAAAAAAAAAAIBHVlxcXG5PAbhvnMcZ4znKPjy3GeM5Ah5OLrk9AQAAAAAAAAAAst2Uwrk9g+w1JSxbd+/j42Nxe8mSJapVq5ZNY5s2bapbt24Zt0+ePGm3ebVv314XL16Us7OzAgMDLdYlJCTo9ddf19mzZ7Vy5Uqbx92PatWqKTExUV5eXtqyZYvd9ov/M2/ePE2bNk2SNH78eA0fPtymcfv379eAAQMs7tu3b58KFSpk0/hatWopNjZWkpQnTx4dP348E7NOX/369XX37l15eHjo33//tVgXGRmpF198Ua6urvL397d5XFaZP09+fn76+OOPc+14tjp9+rRGjBihF154QYMGDbLLvLKD6fkz6d+/v959912bxr700ksKCAgwbr/55pt64YUX7DKvSZMm6ffff5ck/fjjj2rSpInFen9/f82ePVt79uzJ1LisGjZsmKKiolKdZ9l1vPs9r9P7rrkf9nhvAMgYFWYAAAAAAAAAAECmfPfddzZtd+3aNYuwTE7q2LGj1q1bp6ioqFw5Ph58c+bMsWm7bdu2GWGZnNaiRQvt2bMn147/oAsKClL37t119epVJScn5/Z0MuWPP/6wedtdu3Zl40zSNnHiRE2fPt0i6ANLfNcADzcCMwAAAAAAAAAAIFN2795t03YzZ87M5pmkLSws7ao7np6ecnFxkbu7ew7OCPaQP39+OTs7y9nZ+b5fvzVr1ti0na3BmuwQHR2d5rqCBQvKxcXF5io59yunj2eLkJCQhy4oY3Lr1i3duHEjw+327t2b7nmQna5cuZLmusKFC8vFxUUuLi7Knz9/ts8lp49nq/S+a+6Hm5ub8Vnn4eGRLccAQEsmAAAAAAAAAABgIzc3N8XFxSkyMlKHDx/OsC2TqYWIs7OzkpKScmKKNlmyZEluTwFZ1LdvX/Xt2/e+9mE6j69evarw8PAMAyCHDh2S9OCdx1u3bn2kj/eocnV1VXx8vCTp22+/1ZQpU9Ld/vvvv5f04J1/EyZM0IQJEx7Z4+W2WrVq2bVlIADrqDADAAAAAAAAAABs4uPjYyxn1JYpKChIoaGhkqRKlSpl57SATKlXr56xPHv27HS3XbNmjeLj4+Xk5KTSpUtn99TgANzc3FSkSBFJ0qZNmzLcft++fZKkJ554IlvnBQCOiMAMAAAAAAAAAACwiaurq8qXLy8p47ZMpnZMRYsWTbOCx/79++Xj4yMfHx9NnDgxzX1Vq1ZNPj4+atOmTYZzbN++vXx8fHT37l1J0sWLF41j3LtN1apVM9xfVkVERGjkyJGqXbu2cfw6depo7NixSkhISHNcUlKS3nvvPTVq1Ei+vr7GPJs1a6ZZs2ale8yEhAR9+OGHatmypfGcmY+fPn16qgoVNWvWlI+Pjxo2bJjuvgcNGmTsLzg4WNWrV5ePj4/q16+f7rghQ4bIx8dHvr6+ioyMTHdbW8ybN8+YR1ZbJZUuXVoFCxaUJK1duzbD40nS448/Licnp/uak2mbZ599NsM51q9fXz4+PkpMTJSUEprw8fFRtWrVUm1jHgDKThkd7+jRo+rZs6dxTvn6+qply5Zav369Tpw4YTz+/fv3p3mMEydOyM/Pzzi/fH191ahRI33zzTeptvXx8dGAAQOM29OmTZOPj4/at29/3481q+8LW7Vt21ZSSlum69evp7nd1q1bFRsbK0nq0KFDmtvZ8hmZmc+9SZMmycfHxwjrJCYmGo/T9J4wbePj46Ndu3ZluM/7ldHxoqKiNGnSJNWrV8/47Kxbt64mTpyopKQkPfXUU/Lx8dFzzz2X5jESEhI0ceJE1atXzzhWrVq1NHToUIWHh1tsa8t3zf2w9fsRwP0hMAMAAAAAAAAAAGzWo0cPSVJkZKTRqsaa7du3S0r/Iu+jKjIyUk2aNNG2bdsUExNj3B8dHa3169erefPmVlurXLlyRU899ZR++eUXhYSEKDk5WVJKiCY4OFgzZ85U27ZtrQZPzp49qwYNGuinn37S9evXjaCF+Xh/f3917NjRYpwpEBAWFqbTp0+n+Zj++ecfSVLZsmVVokQJ1a1bV5J09+5dHTt2LM1xpgvuFStWlIeHR5rb5bTmzZtLktGWyZqkpCQdP35ckmwKuTiyX3/9Vb169dKxY8cUFxcnSUpOTtb169c1duxYI0CXnoMHD8rPz0+BgYFGqCw5OVkhISH68ssvNWzYsGx9DOay+r6w1UsvvWQsf/vtt2lu98MPP0iSvL29lTdvXpv372iCg4PVokUL/f7774qMjDQ+O6OiorRixQq1bNnSuC8tCQkJatq0qVasWGHxGRsbG6sdO3aoefPmRtU0AI8OAjMAAAAAAAAAAMBmQ4YMMSptfP/991a3OXr0qCIiIiRZXhjOCcuXL9eOHTtUoEABSZKXl5d27NihHTt25NgcQkNDFRsbK29vb3322WdavXq1xo8fLzc3N0nSnTt3NHnyZIsxCQkJ6tGjhxHeqF27tr7++mv98ccf+uKLL4yqBZcvX1afPn1SHXPAgAGKioqSJDVo0ECzZs3Sxo0bNWfOHPXq1Ut58uSRlFIFwd/f3xg3ZswYY/nrr7+2+nhMbYkkqXfv3pKk0aNHZzhuw4YNRnjCvBLIg8D8vEyrLdPixYuVmJgoZ2fnHA/MbN68WTt27DBetzp16uT4eWyro0ePaurUqZIkJycn9e7dW6tXr9Yvv/xiBJM2b96c4X7Onz+v5ORkNWvWTD/++KOWLFmiPn36GJ8327dvt6gssmPHDouwySuvvKIdO3Zo+fLl9/2Ysvq+sJWXl5eKFSsmKf3n5uDBg5KkZ555JlP7v1/vvPOOduzYoTp16kiS8uTJY5x//fv3z9G52KJnz55GpRdfX1999913Wr9+vUaPHi03NzfdvHlTYWFh6e4jNjZWoaGhKlGihKZOnao1a9Zo6tSpRjWqmJgYvfLKK8b2D8J3DYD755LbEwAAAAAAAAAAAA8Pd3d3eXt769y5c/r777+tbmO6wFyqVCmVKlUqJ6enAgUKqECBAsZF9jx58mSq8oO9NGrUSPPnzzduV6lSRa1atVK3bt0kpbRaMTd58mTjgu/QoUM1YcIEY12FChXUuXNnvfzyy9q8ebPOnDmjVatW6emnn5YkbdmyRXfu3JEkNWnSRD/++KMx1tvbWy1atFDz5s01duxYSdL69es1dOhQSSnBnEKFCik8PNyoCnQvUwsWZ2dnDRkyxHh8Hh4eioyMTLMdy9y5cyWlvAYP2kX2J554QoULF1ZYWJjWrl2r8ePHp9rm119/lZTS7sbZOWd/g+7p6Wlx29XVNVfOY1uYzitJ8vf3V9OmTY3bP/zwg7755ht9+eWXNu3rrbfe0qBBg4zbtWrVUrFixYxgzIIFC9SkSRNJUokSJSzavRUoUMBuz1FW3xeZ0aFDBy1cuNBoy1S6dGmL9atWrVJCQoKcnJw0aNAgi8+T7JYvXz7ly5dPrq6uxn0P6vk3b9483bx5U5LUrFkzi0DgK6+8omeeeUbt27c3wk3p8fb21saNG43bTzzxhLp06aKnnnpKSUlJFlXVHpTvGgD3hwozAAAAAAAAAAAgU3r16iUppd3FgQMHUq03BWlM4RBHZK3NiimkISlVG6B169ZJkgoWLGgRljE3Y8YMo+KIeXWf+Ph41ahRQ6VKldKUKVOsju3cubOxfO+xTW2zIiIidPjwYYt1SUlJRsulatWqGVVyJKlVq1aSUlpN7dmzJ9W4o0ePSkoJPeR04MQWrVu3lpTSluneVisJCQlGKx7zAAcshYaG6tKlS5KkevXqWYRlTF566SWbgnNFihSx+lybVwMyHSsnZPV9YasXX3zRWP7mm29Srf/pp58kpYTtsrJ/R/HLL79ISgmsWKt69thjj2nkyJE27cta67BChQqpQoUKklKq0AB4tDx4f50AAAAAAAAAAIAH2qBBg4xf1d/bzmb37t2Kjo6WJI0aNSrH5/YgKFSokNzd3a2uM7X3SExMNO67ceOG8ZyVLVtWwcHBVv+FhYUZFQwuXrxojO/YsaOWLl2qv/76y7iway44OFizZ882XjPzY0uW7WfuvXD/yy+/KCkpSZI0bNgwi3Xjxo0zlu+9UP3rr78ax7H1YnVOS68t0/z585WUlCQXFxejkg9SW7hwobGcXtsgU/gkPaa2Y/dyc3MzAlem90lOyOr7wlalSpVSyZIlJaVuy5SUlKTjx49L0gNXnelBc/nyZUlSxYoV5eJivbmKLZ9BefLkUZUqVayuK1q0qLGckJCQhVkCeFDRkgkAAAAAAAAAAGSKm5ubKleurDNnzmj37t0W60zBiXLlylm0S3EkaYVlJBkX/pOTk437Dh48aCwHBgaqWbNmGR4jLi7O6v2bNm3S2rVrde7cOd28eVPh4eGpLvCaH1tKuXBfpkwZXb16NdXr+dtvv0lKec3Nq9RIKa9xyZIldfPmTe3bt89inSlIkS9fPqOSy4OmQoUKKlKkiEJCQrRu3TqLyj5LliyRJNWpUyeXZvdwOHPmjLHcsGHDNLerW7eufv7553T3VaRIkTTXmcJeppBKTsjq+yIzOnXqpJ9++km3b9/WtWvX9Nhjjxn7T0xMVJ48edSnT5+sP4hHXEREhHFOWAsLmri5uSlv3rzpVohJr4qPeYWshISENIM5AB4+VJgBAAAAAAAAAACZ1rt3b0kpbZn++ecf4/79+/dLknr27Jkr83oQmNom2er27dv3fcxNmzapYcOGGj16tNavX68TJ07ozp07SkhIkLOzs8qVK2eEDqwxvZ7m7ZViYmIUFBQkSWrcuLHVcX5+fpJSAjymKhnm46y16HmQtG3bVpJ07do1oy1TVFSUzp8/Lynr1UMcRUhIiLGcXuAlvXUmefPmtcuc7Cmr7wtbmVfhMq9iYwrk1KhR44FsZ/aguHDhgrGcP3/+dLfNKOTC8ww4Jt75AAAAAAAAAAAg05577jnjAuOcOXMkSVu2bFFcXJycnJw0ZMgQux0rJ6tK5AbzSjzdunXTyZMnbfpncuDAAb3yyisKCwuTlFIZo02bNho3bpyWLl2qwMBAbd68Od3AzLBhw4zX01QlaM6cOUY1GvP2NOZGjRpl7Hfu3LmSpB9++MEYN3bs2Kw8JTnGvC2T6XHPnTtXycnJyps3r92q45jCOI+afPnyGcvpBb9M5+bDJqvvC1sVK1ZMpUuXliQFBARISqlgcvr0aUkp7e/sJa2qVA8zT09PYzkqKirdbWmlBMAaAjMAAAAAAAAAACDTXFxc9MQTT0iSUXnB399fklS5cmWLC+lpcXV1NZbTupgbFxeXqoXQo6ZatWrG8qVLl9Ld1lp46K233jKeo/fff19//fWXvv32W40aNUo1atQwxqUXPHJzc5Ovr68kGRWDVqxYIUkqXLiwsZ97eXh4qHLlypKkI0eOSJLWrl0rKeVidpUqVdJ9PLnNy8tLxYoVkyStX79ekrR8+XJJ6bcYMmdeuSKtli8XL168n2k+sHx8fIzle9tymTt8+HBOTMfusvq+yIyuXbtKktGWaf78+UpKSpKrq6uxzlaJiYlprouOjr6veT6IvLy8jMBeeu+xpKSkdNsxAXBcBGYAAAAAAAAAAECW9OvXT1LKL/sPHTqkQ4cOWdyfEfPqAHfu3LG6zerVq+9vkg+BSpUqGeGh48ePpxlsSUhIUK1atVS1alWjlZAkXb58WVJKS5I+ffpYHWtq8SIpzQCSqf1QTEyMdu7caey3Y8eO6c7fVAUjLi5Oe/fuNdoZderUKd1xD4oOHTpISmnLdO3aNeNxv/jiizaNN68QdPPmTavbPKrnsakll/R/QRJrTO267C29qkn2ktX3ha3M2zJ99913Wrp0qSSpXr16Nu/D1AYurSorMTExWarykxPP7/0qWbKkJOncuXNpfnb+/PPPOTklAA8RAjMAAAAAAAAAACBL+vXrZ7QreeONNxQfHy9nZ2cNGDDApvEVKlQwLsgePHgwVcuMuLg4ffrpp1mam2leD0sbjhYtWkiS4uPjLS6gmxszZozi4+OVlJQkb29v437TcxgTE2O19c+lS5f00UcfGbfTqkLRtWtXubm5SZJef/11i+Omp0+fPkaVlbffftu4aH2/7WpyinkwxtRKzMPDQ08++aRN4823M7XVMRcaGqpFixZlaW6m1zY+Pj5L47NbhQoVVKZMGUkpFWZMVVjM/f7779lWYSdv3rzGckxMTLYcI6vvC1sVKlRIXl5eklLOn7Nnz0qShg8fbvM+TOHD8PBwHT9+PNX6l19+OUtzM72vH+QqX/3795eU8rn2yiuvpFofHh6uGTNmZNvxH7bvGgCWCMwAAAAAAAAAAIAscXZ2VtWqVSXJuMhbtWpV4wKiLcqXLy8p5WJ3mzZttGHDBgUFBcnf319NmzbVnTt3slTlwN3dXZJ0/fp1bdmyRUFBQZneR06aPn260cbqzz//VMeOHbVy5UpduHBBGzduVM+ePY0whouLi6ZPn26MNbU9Sk5OVocOHbRo0SKdPXtWO3fu1Lhx49SxY0eLdiTptSZp1KiRpJT2MFJKy5MSJUpkOH9TaOTChQuSpLJlyxqtjnLKp59+qho1aqhGjRqZClqVKlXKqFJhOo+bNWtm83gvLy+jysytW7fUrVs3bd++XadOndIXX3yhFi1aZLkdjCmoceLECe3du/eBPI/Nn+vnnntOU6ZM0alTp3T48GG9+uqrmjRpksX29qxaUrZsWWN5+fLlOnXqVIZtzbLC1veF6fwzrwBli6efflqSFBwcrOTkZOXLl0/Nmze3eXyrVq2M5X79+snf319nz57V2rVr1aVLF+3YsSNLz3uRIkUkpbQ0mjlzpi5cuKDw8PBM7yc7jRo1yvis2bx5s3r16qVt27bp/Pnz8vf3V4sWLSzaUdm7as7D9l0DwBKBGQAAAAAAAAAAkGX3VpMZOHBgpsZ/+umnRjuRGzdu6NVXX1WXLl00ffp0hYeHy8fHRxUqVMj0vEwBjqSkJL344ovq0qWL9u/fn+n95JQCBQpo0aJFyp8/vyTp/PnzmjBhgjp06KAxY8bo2LFjklLCMv7+/hZhlBkzZhgtncLCwjR58mR17txZQ4YM0bp165SYmCh3d3cVLVpUknT37t005zF27FiL271797Zp/qNHj7a4/cwzz9g0zp5CQkIUHx+v+Ph4hYSEZGrsve2j7n08GXn//feNC/GnT5/WsGHD1L17d3377beKjY1Vq1atVLhw4UztU/q/MFRMTIwGDhyoLl26pNl2J7c8+eSTeu211ySlvN8WLlyo7t27q3fv3tqwYYMkWbyHzavC3C9PT08jsHD+/Hl1795d//nPf+y2fxNb3xem8y+z7Y/urSZjCujY6p133jHCLbGxsZo+fbo6d+6s//73vwoKCpKHh4e6dOmSqX1KUrdu3YzlWbNmqUOHDvr4448zvZ/stnTpUuOz8+jRoxo5cqQ6duyo6dOnKzo62ghmSv9XNcdeHrbvGgCWCMwAAAAAAAAAAIAs69WrlxF4cXFxyfTF6lq1amnTpk2qV6+eEfpwcnKSp6enRo0apVWrVmVpXh9//LEaNmxozM3Z2VknTpzI0r5yiq+vr/bu3as+ffqoSJEiFpUQPDw81KZNG+3cuTPVxfRy5cpp8+bNqlu3rvEcSimP2dPTU3369NHff/9thEISExO1du1aq3OoXr26EexwdnbW0KFDbZp7w4YNVaBAgUyPyy6ZrSJh3papcOHCRlDFVp06ddLSpUvl6+trXJB3cnJS8eLF9c477+j777/P1P5M5syZI19fX6Nqk7Ozs44cOZKlfWWnESNG6Oeff1blypWN95yTk5PKlCmj7777Tk2bNjW2NZ0n9jJ37lwVL17cuJ0drXGy+r6wlYeHh0Wo46WXXsrUeDc3N/3111/q1q2bPDw8jPvz5cuntm3bateuXSpYsGCm59WmTRsNHjzYqHTk5OSkW7duZXo/2e2xxx7Trl271LZtWyM4I6VUf+nXr582bdpk3GfPwJb0cH7XAPg/TskPctM5GOLi4ow/gGrWrGl8MVlTc35Nux77yKAH7w8vAAAAAAAAAADwYKlfv77u3r2ratWqafny5dlyjHnz5mnatGmSpAkTJqQKLpw/f14dO3bUkCFDNHHixGyZAzLvv//9rxHSCgwMzFTbtodNkyZNJEm7du3K5Zk8fDJzPTQzwsPD1aBBA0lS37599d5779llv9lp//79RgU3Pz+/B7KyD/AoeHS/jQAAAAAAAAAAAJAjDhw4YLR6GjlyZLYdJyYmxljOly9fqvUBAQGSpNq1a2fbHPB/kpKS1KJFC/Xt21dbtmxJcztTSzE3N7dHOiyTlJSk0NBQlSpVKren4jBeeuklde3aVR988EGa26xevdpYrlOnTg7M6v5FR0cby9Y+6wDYx6P7jQQAAAAAAAAAAIAc8dZbb0lKaYFiav2UHS5fvmwse3l5Waz7559/9MUXXyh//vzZOgf8H2dnZ926dUsHDx7Uhx9+aHWbnTt36vz585KkypUr5+DsclZMTIx69eqlxMREjRgxIren4zDCw8N15swZ/fzzz7p06VKq9QkJCfrqq68kpbSU6tKlS05PMUvOnj1rLBPAArKPS25PAAAAAAAAAAAAIDdFRERY/Jo/s9zd3eXh4WHHGT34EhIS1LdvX5UoUUJHjhzRrVu3JMloIWJNcHBwlo+3YMECFS1a1KJShKnFism1a9eUN29e+fv7Z/k4D7PQ0FDFx8dneXzBggWzVMmiVq1aOnDggC5fvqyuXbtq5MiRqlGjhq5du6aVK1car5mTk5M++eSTLM/PVnFxcQoLC8vy+Dx58qho0aKZHufi4qJr167phRdeUOfOnbN8/IdVTEyMUWUqK1xdXeXu7p7pcUOHDtW+ffskSd26ddOQIUPUtm1bOTk5affu3Zo9e7ZCQ0MlST179syRai137txRYmJilsauW7dOrq6u+uabb4z7WrRoYa+pAbiHU3JycnJuTwIZy0zPvprza9r12EcGHbHr/gAAAAAAAAAAeJC0b99eFy9ezPL4Bg0aaMGCBXac0cPB19dX5peZSpYsqe3bt6e5vY+Pj92O7ePjo1WrVtltf4+C+vXr31dg4ZlnnkmzSkx67ty5o06dOqUbUnF2dtbUqVPVp0+fLM/PVvPmzdO0adOyPD5Pnjw6fvy4HWfkGCZNmqTff/89y+MLFiyoXbt22Xw91Ny4ceO0bt26dLdp2LChfv755yzPLzOqVauW5cDMvYoVK6Zdu3bZZV8AUqMlEwAAAAAAAAAAADLtsccek5QShqhevbrWr1+f7cd0dnZWjRo19Ouvv2b7sWCbokWLateuXerXr588PT3l5OQkKaWiTP78+dWyZUutX78+R8IycEwzZszQl19+KW9vb7m4/F+DFVdXV1WqVEnTp0/PsbCMvTg5OalixYpasmRJbk8FeKRRYeb/sXfnYVHW+//HnwwDKqCippZomh4bcCH3zD033NJMxTUtza3U7GuZp8Vjdjql2bFOliummZra5r4vKZbmlvtS7rjihrswwO+Pueb+McLAAMOA8npcl1f3zP1Z3rPC1f3m/X5AqMKMiIiIiIiIiIiIiIiIiDys0nM9VETEHVRhRkRERERERERERERERERERERyFSXMiIiIiIiIiIiIiIiIiIiIiEiuYk57iIj7fDVgndvWem1SY7etJSIiIiIiIiIiIiIiIiIiIrmHKsyIiIiIiIiIiIiIiIiIiIiISK6ihBkRERERERERERERERERERERyVWUMCMiIiIiIiIiIiIiIiIiIiIiuYo5uwPwtFGjRjF37tw0x73//vv06NHD4b64uDjmzp3LokWLOHr0KImJiQQFBdG0aVNefvllAgMDsyhqEREREREREREREREREREREXGXXJcwc+DAgQzNu3fvHn369GHbtm0O9//999/8/fff/PTTT0RERPDkk0+6I0wRERERERERERERERERERERySK5KmEmPj6ew4cPAzB69GjatGnjdKyvr6/D7bfffptt27bh4+PDoEGDaNOmDb6+vmzYsIFPP/2UixcvMmDAAJYsWYKfn1+WPg4RERERERERERERERERERERybhclTDz999/c/fuXQCqV6+Ov7+/S/P27NnD8uXLAXj33Xfp2rWrcS48PJyQkBC6du3KmTNnmDlzJgMHDnR/8JLlokZscttaJT+p77a1RERERERERERERERERERExL1M2R2AJ9nbMfn5+VG2bFmX502fPh2AoKAgwsPDk52vXLkyzz33HAALFixwQ6QiIiIiIiIiIiIiIiIiIiIiklVyVcLM/v37AahUqRImk2sPPTExkcjISAAaNmyIt7d3iuOaNGkCwJkzZzh48KAbohURERERERERERERERERERGRrJCrWjLZE2aCg4OZP38+ixYt4uDBg8TFxREUFESTJk3o06cPhQoVMuZERUVx48YNACpWrOh07ZCQEON43759DrdFRERERERERERERCR7xMbG4uvrm91hiIiIiEgOk2sSZhISEjh06BAAc+fOJS4uzuH8sWPHOHbsGD/++CMTJ06kSpUqgK1ijF1QUJDT9YsXL463tzfx8fEOc0REREREREREREQk+1WeWTm7Q8hSe3vtzdL1LRaLw+0FCxYQGhrq0ty6dety6dIl4/bhw4fdFlezZs04deoUJpMpWfV3q9XKW2+9xbFjx1i4cKHL8zKjQoUKxMfHExQUxLp169y2roiIiIi4X65pyXT8+HFu374N2H5J7tatGz/99BNbtmxh8eLF9OvXD7PZzJUrV+jXrx+nT58G4OrVq8YaBQsWdLq+2WwmX758AFy/fj0LH4mIiIiIiIiIiIiISPaaNGmSS+POnTvnkCzjSWFhYSxbtsy4NiAiIiIiklSuSZi5ePEijz32GN7e3nz66af861//omLFihQqVIgnn3ySYcOGMX78eABiYmL49NNPAbh3756xRp48eVLdI2/evADcvXs3ix6FiIiIiIiIiIiIiEj227Jli0vjvvzyyyyOxLmYmBin5wIDAzGbzfj5+XkwIhERERHJSXJNS6ZnnnmGDRs2YLVaMZtTftjNmzfn2WefZf369axevZqYmBi8vb2N815eXqnukZiYCIDJlGvykEREREREREREREQkF/H19SU2NpZbt26xZ8+eNNsyrV27FrD9f/OEhARPhOiSBQsWZHcIIiIiIpLNcl1mh7NkGbsmTZoAkJCQwL59+xyyy5NWm0mJ/XxalWhERERERERERERERB5EFovFOE6rLdPRo0e5du0aAGXLls3KsERERERE0i3XJcyk5bHHHjOOr1y5Qv78+Y3bN27ccDrParVy584dAAoVKpR1AYqIiIiIiIiIiIiIZBMfHx8ef/xxIO22TPZ2TIULF6ZAgQIpjtm+fTsWiwWLxcLbb7/tdK0KFSpgsVho3LhxmjE2a9YMi8Vi/D/9U6dOGXvcPyYkJCTN9TLq5s2b9O/fn6eeesrYv0qVKgwdOhSr1ep0XkJCAqNHj6Z27doEBwcbcdarV48JEyakuqfVauWjjz6iYcOGxnOWdP7YsWOTVfqpXLkyFouFWrVqpbp2r169jPWio6OpWLEiFouFGjVqpDqvd+/eWCwWgoODuXXrVqpj09K6dWsjhuvXrzsd99133xnjZsyYkak9RURE5OGV6xJm7G2TnImLizOO8+XLR5kyZYzbZ8+edTrvwoULxMfHA1CiRInMBSkiIiIiIiIiIiIikkO1a9cOgFu3brF7926n4zZt2gRA8+bNPRJXTnLr1i3q1KnDhg0buHv3rnH/nTt3WL58OfXr10+xRdWZM2d4+umnmT17NlevXjWuaSQkJBAdHc2XX35JkyZNUkw8OXbsGDVr1uTbb7/l/PnzxjWLpPMjIiIICwtzmGdPlImJieGvv/5y+ph27NgBQMmSJSlatChVq1YFbH9svH//fqfztm3bBsATTzyBv7+/03Gu6NWrl3E8ceJEp+Pmzp0L2FqB9ezZM1N7ioiIyMMr1yTMDBs2jNq1a9OiRYtUx/3999/G8RNPPEGxYsWMijEHDx50Ou/AgQPGcVZmpIuIiIiIiIiIiIiIZKfevXvj5eUFwOTJk1Mcs2/fPm7evAnAq6++6rHYAH7++WciIyMJCAgAICgoiMjISCIjIz0Ww7Vr17h37x5lypThs88+Y/Hixbz55pv4+voCtgr3I0eOdJhjtVpp166dUTnlqaee4quvvmLVqlV8/vnnRoWcqKgowsPDk+3ZvXt3bt++DUDNmjWZMGECK1euZOrUqXTo0AFvb2/AVnEnIiLCmDdkyBDj+Kuvvkrx8SxZssT4g+NOnToBMGjQoDTnrVixgtjYWCO+zAoPD8dsNgOwdOnSFMfcvXuXo0ePAhAaGorJlGsuhYmIiEg65ZrfEgICArh69SonTpzgxIkTKY5JTEw0fsEKCgoyeqo2bNgQgA0bNqSY8Q2wdu1aAIoWLUpwcLCboxcRERERERERERERyRn8/PyM6uy///57imPsCRTFixenePHingoNsF0PKFq0qJHU4+3tTdGiRSlatKhH46hduzYrV66kTZs2PPnkk/Tt25effvrJOL9+/XqH8SNHjjTaSPXp04f58+fTtGlTSpcuTcuWLVm0aBFNmzYFbH/8u2jRImPuunXruHLlCgB16tThu+++o1mzZpQpU4YGDRrwn//8h88++8wYv3z5cuP4qaeeMlpm2asC3c/e1shkMtG7d2/j8dkrxvz2228pzps+fTpgew26deuW2tPlsurVqwO2yv/R0dHJzk+bNs2ozNO/f3+37CkiIiIPp1yTMNO2bVvj+MMPP0xxzNSpU40qMn369DF+mX7++ecBOHHihFHGL6k9e/awePFiwFYO0D5PRERERERERERERORh1KFDBwBu377Nrl27kp23J9K0adPGo3HlJCm1DCpfvjwFCxYEMCrJ2C1btgyA/PnzM3z48BTXHD9+vFEpJml1n7i4OCpVqkTx4sUZNWpUinNbtmxpHN+/t71t1s2bN9mzZ4/DuYSEBKPlUoUKFYwqOQCNGjUCbK2mtm7dmmzevn37APdWekmrso09KSlv3rw0btzYLXuKiIjIwynXJMxUr16d1q1bAxAZGclLL73Etm3buHLlCocOHeL99983sqtr1apF165djbnPPPOM8UvVRx99xPjx4zl9+jTR0dEsWLCAV155BavVSsmSJR3miYiIiIiIiIiIiIg8jJL+8eiUKVMczm3ZsoU7d+4AMGDAAI/HlhMUKFAAPz+/FM/lz58fgPj4eOO+CxcuGM9ZyZIliY6OTvFfTEyMUSnn1KlTxvywsDB+/PFHNm7cSOnSpZPtGR0dzZQpU4zXLOne4NiW6euvv3Y4N3v2bKP6/iuvvOJw7o033jCO72/PNWfOHGMfd1Z6qVWrltFua9WqVQ7nrly5wpkzZwCoV6+e2/YUERGRh5M5uwPwpP/85z/cvn2b9evX8/vvv6dYKrJOnTp8+eWXyTKdP/nkE/r06cPevXuZNGkSkyZNcjj/yCOPEBERYfySJiIiIiIiIiIiIiLysPL19aVcuXL8/fffbNmyxeGcPXGiVKlSRquf3MZZsgxgXH+wtw0C+PPPP43jgwcPupTsERsbm+L9q1evZunSpRw/fpyLFy9y/fp1rFarw5ike4OtdVaJEiU4e/Zsstfz+++/B2yvedIqNWB7jYsVK8bFixfZtm2bwzl7xf68efPy7LPPpvl40qNx48YsWrSIy5cvc/r0aUqVKgU4VvUZOnSoW/cUERGRh0+uqTADtl/KJk6cyP/+9z8aNmxI4cKF8fHx4ZFHHqFevXp89tlnTJ8+PcWkl4IFCzJ37lzeffddQkND8ff3x8fHhzJlyvDyyy+zaNEio2eriIiIiIiIiIiIiMjDrlOnToCtLdOOHTuM+7dv3w7ACy+8kC1x5QT2tkmuunz5cqb3XL16NbVq1WLQoEEsX76cQ4cOceXKFaxWKyaTiVKlShkVZlJifz2Ttle6e/cuR48eBWzV+FPy/PPPA7YEnjVr1iSbV7du3Uw/tvslTYZJ2pbJ3taqcOHClC9f3u37ioiIyMMlV1WYAfDy8iIsLIywsLB0z/Xx8aFnz5707NkzCyITEREREREREREREXlw9OjRgzFjxpCQkMDUqVOpXr0669atIzY2Fi8vL3r37u22vewtgR5WSSvxtGnThs8++yxd83ft2sXgwYONyjHFixenYsWKPPXUU9SrV49KlSoBEBISkqy6jN0rr7zCl19+SUJCApMnT+bpp59m6tSpxvikbZuSGjBggDFu+vTpNG3alGnTphnzsqLSS1BQEMWLF+fChQusX78egNOnT3Pp0iUAWrdu7fY9RURE5OGT6xJmREREREREREREREQk88xmM+XLl+fw4cNGRZKIiAgAypUrR968edNcw8fHxzh21mIoNjbWaZLHw6JChQrG8enTp1Mdm5CQYLR1snvnnXeM5+jDDz8kPDw8xXmpJR75+voSHBzMgQMHjIpBv/zyC2Crwm9Purmfv7+/0Z5r7969ACxduhSAwMBAnnzyyVQfT0a1b9+eSZMmce3aNU6fPs2ECROMc4MGDcqSPUVEROThkqtaMomIiIiIiIiIiIiIiPt06dIFsLVl2r17N7t373a4Py2BgYHG8ZUrV1Ics3jx4swF+QAoW7askTx04MABp4ktVquV0NBQQkJCaNKkiXF/VFQUAPny5UsxWQbg+++/N45TqzIDtpZKmzdvNtZNq2p/r169AFty0x9//MGJEycAaNGiRarzMqN///5Gi6lp06axYcMGAEqXLu3wvhIRERFxRgkzIiIiIiIiIiIiIiKSIV26dDGqnYwYMYK4uDhMJhPdu3d3aX7p0qWNpIc///wTq9XqcD42NpZx48ZlKDZ7XPevmVM1aNAAgLi4OAYMGJDimCFDhhAXF0dCQgJlypQx7rc/h3fv3uXatWvJ5p0+fZpPPvnEuB0fH5/i+q1bt8bX1xeAt956y2Hf1ISHh2M225oavPfee0bCT1rzMsPPz8+oXrNixQrjcXft2jXL9hQREZGHixJmREREREREREREREQkQ0wmEyEhIQAcO3YMgJCQkGQtg1Lz+OOPA7Zkj8aNG7NixQqOHj1KREQEdevW5cqVK0ZCSHr4+fkBcP78edatW8fRo0fTvYYnjR071mhj9euvvxIWFsbChQs5efIkK1eu5IUXXmDt2rWArR3W2LFjjbn2xJHExESaN2/OvHnzOHbsGJs3b+aNN94gLCyMe/fuGeOTHt+vdu3aAFy+fBmAoKAgihYtmmb81atXB+DkyZMAlCxZkiJFirj8+DPCXtnGnixjMpmM+0RERETSooQZERERERERERERERHJsPurybz44ovpmj9u3Di8vb0BuHDhAq+//jqtWrVi7NixXL9+HYvFQunSpdMdlz2BIyEhgYEDB9KqVSu2b9+e7nU8JSAggHnz5pEvXz4ATpw4wfDhw2nevDlDhgxh//79gC1ZJiIiwiEZZfz48UZLp5iYGEaOHEnLli3p3bs3y5YtIz4+Hj8/PwoXLgzAjRs3nMYxdOhQh9udOnVyKf5BgwY53O7YsaNL8zKjQ4cOxuMGCA0NTVeyloiIiORu+q1BREREREREREREREQyrEOHDkbCi9lspn379umaHxoayurVq6lWrZqR/ODl5UVgYCADBgxg0aJFGYprzJgx1KpVy4jNZDJx6NChDK3lKcHBwfzxxx+Eh4dTqFAhh8o6/v7+NG7cmM2bNxtVYOxKlSrFmjVrqFq1qkMCiclkIjAwkPDwcH7//XdatGgB2FoyLV26NMUYKlasSMGCBY35ffr0cSn2WrVqERAQkO55mVWzZk3juH///h7ZU0RERB4OXomJiYnZHYSkLTY2lr179wJQuXJlo4doSirPrOzWvff22uu2tb4asM5ta702qbHb1gKIGrHJbWuV/KS+29YSEREREREREREREXkQ1KhRgxs3blChQgV+/vnn7A5HRB4w6bkeKiLiDqowIyIiIiIiIiIiIiIiIpmya9cuo9WTKr2IiIjIg8AjCTO//PILv/zyCwkJCS6Nv337NhMmTOA///lPFkcmIiIiIiIiIiIiIiIimfXOO+8A4OfnZ7R+EhEREcnJzJ7YZMSIEZhMJsLCwsiXL1+a4+Pi4pgwYQL58+c3fsESERERERERERERERHJCjdv3uTOnTsZnu/n54e/v78bI8r5rFYrnTt3pmjRouzdu5dLly4B0L17d6dzoqOjM7VnkSJFMJnUPEFERETcwyMJMwCJiYl4eXmlOc5qtbJy5UrjWEREREREREREREREJCu1b9+eU6dOZXh+zZo1+e6779wYUc5nNpvZv38/iYmJxn3FihXjzTffdDqnXr16mdpz9uzZ1KhRI1NriIiIiNi5NWEmISGB8PBw9u/f73C/PVGmatWqLq/l5eWFxWJxZ3giIiIiIiIiIiIiIiLiJo899hhnz57FZDIREhLCt99+m90hiYiIiLjMrQkzJpOJ0aNH07FjRxISEjK1lp+fH8OGDXNTZCIiIiIiIiIiIiIiIilbvXp1dofwQFq/fn26xh8+fDiLIhERERFJP7e3ZKpQoQJTpkxx6EP5z3/+Ey8vL0aNGoWvr6/TuV5eXnh7exMYGEilSpUoVKiQu8MTERERERERERERERERERERkVzO7QkzkLwH5T//+U8A2rZtS758+bJiSxERERERERERERERERERERERl2RJwsz97D0r8+bN64ntRERERERERERERERERERERESc8kjCTK1atTyxjYiIiIiIiIiIiIiIiIiIiIhImjySMJPUgQMHiIqK4s6dOyQmJqY5/vnnn8/6oEREREREREREREREREREREQk1/BYwszvv//O+++/z5kzZ1ye4+XlpYQZEREREREREREREREREREREXErjyTMHDt2jP79+xMXF+dSVRkRERERERERERERERERERERkazikYSZqVOnEhsbi9ls5sUXX6RRo0YUKVIEX19fT2wvIiIiIiIiIiIiIiIiIiIiImLwSMLM77//jpeXF6+++iqvvvqqJ7YUEREREREREREREREREREREUmRyRObXL58GYDnn3/eE9uJiIiIiIiIiIiIiIiIiIiIiDjlkYSZwMBAAPLmzeuJ7UREREREREREREREREREREREnPJIwkyNGjUA2Llzpye2ExERERERERERERERERERERFxyiMJMy+//DImk4kvvviC27dve2JLERERERERERERERERYmNjszsEkSxjtVqzOwSRTNF3dNr0HGUtPb9pe5h/1pg9sUloaCijRo1i1KhRtGvXjm7duhEaGkqhQoXw8fFJdW6pUqU8EaKIiIiIiIiIiIiIPMQOBodkdwhZKuTQwSxd32KxONxesGABoaGhLs2tW7culy5dMm4fPnzYbXE1a9aMU6dOYTKZOHjQ8TmwWq289dZbHDt2jIULF7o8LzMqVKhAfHw8QUFBrFu3zm3rStbp0aMH27ZtM26XLVuW5cuXuzR3yZIlDBs2zLhds2ZNvvvuO7fEtX37drp37w7A888/z5gxYxzOb926lSFDhvDVV18ZnR5cmZdR7777Lj/88AMA33zzDXXq1HHLuuKoRo0a3LhxA39//3R17rB/p9nVrVuX6dOnuzR33LhxTJ061bjdsWNHPvroI9eDTsWMGTP4+OOPAXjzzTfp27evw/klS5bw3nvv8eeffzrcv2zZMrp16+Z0XkY5++5PK05375ceH3/8MatWrWL9+vVuiSkrJH3+AMxmM/v373dp7t27d6lSpQqJiYkA5M+fn+3bt7stttR+Ll+4cIG+fftSpUoVRo8e7fK8jErtfebp/Vzl7GdNZmXV72EZ4ZGEmUaNGgHg7e1NVFQUY8eOdWmel5cXBw4cyMLIREREREREREREREQkvSZNmsTXX3+d5rhz5845JMt4UlhYGFFRUTz++OPZsr88mI4fP87du3fJmzdvmmNnzpzpgYiSW7lyJUOGDMmWveXBkJ6Eg8WLF2dhJM5NnDiRzz//PFv2flB069aNHTt2kD9//uwOJV2sVitLly6ldevWaY6dNm2akSzjaY0aNSIhIYHKlStny/45XW75WeORlkznz5/n/PnzxMbGkpiYmK5/IiIiIiIiIiIiIiKSs2zZssWlcV9++WUWR+JcTEyM03OBgYGYzWb8/Pw8GJE8CBITE/n2229dGutqBQV3O3funNNzefPmxWw2YzabCQwM9FxQ4hZ+fn6YTCb8/f0ztc69e/fYvHlzmuMuX77M+fPnM7VXRkVFRTk9ly9fPuN97IlkkYCAAI/u56ro6OjsDiHDZs2a5dK4X375JWsDSUVCQoLTc35+fpjNZgoVKuSRWDy9nytS+1mTWQEBAZhMJvLkyZNle7jKIxVmkpZgEhERERERERERERGRB5Ovry+xsbHcunWLPXv2pNmWae3atQCYTKZUL0x52oIFC7I7BMmB7O/vn376iX79+qU6dt68ecTHx+e493alSpWyLZFHMm/jxo2Zmm8ymYyiBNOmTaNu3bqpjv/qq6+MeTnpffzss88yZMgQfH19PbJfx44d6dixo0f2etjZv0f37t2b5tibN29y+vRpwNZ5JicV03BnW6icuF92+/nnn7M7BINHEmbat2/viW1ERERERERERERERCQLWSwW4yJYWm2Zjh49yrVr1wAoW7Ysf//9tydCFMmwGjVq8Ntvv3HixIk02zLNmTMHgPLly3P48GFPhSiSpnLlyvH333+zY8eONMeuXLkS0PtY3Mf+PWq1WlmyZAlt2rRxOnbSpEmArTKWt7c3t27d8lSYIgaPtGQSEREREREREREREZEHn4+PD48//jiQdlsmezumwoULU6BAgRTHbN++HYvFgsVi4e2333a6VoUKFbBYLDRu3DjNGJs1a4bFYuHGjRsAnDp1ytjj/jEhISFprpdRN2/epH///jz11FPG/lWqVGHo0KFYrVan8xISEhg9ejS1a9cmODjYiLNevXpMmDAh1T2tVisfffQRDRs2NJ6zpPPHjh2brIpE5cqVsVgs1KpVK9W1e/XqZawXHR1NxYoVsVgs1KhRI9V5vXv3xmKxEBwcnOmLoa1btzZiuH79utNx3333nTFuxowZLq//yiuvALa2TKnNs1qtHDlyBIDu3bs7HefK++zdd981Yv3tt99Sjc/+eUna2aF79+5YLBZ69OjhMCatz1RmLVmyhEaNGhESEmI8xmbNmrFu3bpU5+3atYvnn3+eSpUqGXGGhobStWtXTpw4kercHTt20LlzZ6pUqWJ8Nuzzw8PDk1XW+eijj4wx9gSnlFy7ds0Y16NHD95//33j9syZM53Ou379ujEurYpErqpRowYWi4Vq1apleI1OnToBtrZMmzZtcjruzJkzXLp0CYDOnTtnKqYePXoYz8Xdu3dTjW/GjBlYLBZ++OEH4z773JEjRwKwbNky47tp6tSpqa7nDvaYnO2XkJDAuHHjqFWrlvGeDw0NpX///ty+fZtWrVphsVho1qxZqvuMGTOGWrVqGe/fSpUq0blzZ6PKip39+Tx16hQAN27cMOLLbCWSjH4uXFWnTh28vb2BtNsyLV68GICnn37a6RhXviPT+71n//lo98MPPyT7eZae3zvcIa39Nm3aRMuWLY2fvSEhITRv3pw//viD+fPnJ/s9JyVbtmwhLCzM4Xu7QYMGzJ8/32GcKz9rMssTv4e5SgkzIjlc1IhNbv0nIiIiIiIiIiIikhnt2rUD4NatW+zevdvpOPuF2ubNm3skrpzk1q1b1KlThw0bNjhcPL5z5w7Lly+nfv36KbY/OXPmDE8//TSzZ8/m6tWrRnuKhIQEoqOj+fLLL2nSpEmKiSfHjh2jZs2afPvtt5w/f574+HjjnH1+REQEYWFhDvPsiTIxMTH89ddfTh+TvVpFyZIlKVq0KFWrVgVsF3JTawG0bds2AJ544gn8/f2djnNFr169jOOJEyc6HTd37lzA1mamZ8+eLq9fvXp18uXLB6TeLmLmzJkkJCRgNpuNz0Nu8tlnnzFs2DDOnTtnvI8TEhI4deoUAwcO5Jtvvklx3r///W+6dOnCwYMHiYuLM+6/d+8eO3fupEWLFsyePTvFuW+//TbdunXjzz//5M6dOw6tW+7du8fu3bvp0KEDixYtMu4fPHiwcfz99987fTz2tkQAr776KkOHDjVuz5s3z+m8pBW2hgwZ4nScp/Xo0QOTyXYJOCIiwuk4e1JjwYIFeeKJJzwS24Po7t27NGnShKlTpxITE2O85+/du8eGDRuoV69emklCAE2aNGH69OnExMQY79+4uDj+/PNPwsLCjCS8rJbRz0V6VKxYEYB9+/Y5HXP58mXOnz8PwMCBA9O1fm4zduxYXnnlFY4dO2Yk3CYkJHDy5ElefPFFVq9eneYaixcvplevXpw4ccLhe/vChQu8//77fPDBB1n6GHIyjyTMdO/ePUP/3JWhJCIiIiIiIiIiIiIi7tG7d2+8vLwAmDx5copj9u3bx82bN4H0X2jLrJ9//pnIyEgCAgIACAoKIjIyksjISI/FcO3aNe7du0eZMmX47LPPWLx4MW+++Sa+vr4AXLlyxaikYGe1WmnXrp1ROeWpp57iq6++YtWqVXz++efGX45HRUURHh6ebM/u3btz+/ZtAGrWrMmECRNYuXIlU6dOpUOHDsZf/J86dcrhInrSC/1JL5AmtWTJEiPBwV69YtCgQWnOW7FiBbGxsUZ8mRUeHo7ZbAZg6dKlKY65e/cuR48eBSA0NNRIHHDVM888A8DJkyedXgS3V8YIDQ1N19qZVa1aNSIjIx0ueE+cOJHIyEinn8WssG/fPry9venSpQs//fQTU6dOdajM8OmnnyarojR16lSj2kSePHno168fS5Ys4eeff6Znz56YzWYSExMZPXo0mzdvdpj7008/8csvvwCQL18+Bg0axPfff8/ixYsZPXo0pUqVAmyVgZJe9C1QoICRCHLkyBHjvXi/ZcuWAeDv70+dOnUoUqQIJUuWBGyJaM7eB/b3YIECBahUqVLaT5yHmM1mypcvD8DOnTudjlu/fj0Azz77rEfisuvWrRuRkZEOrXrs39HvvPOOR2NxRdeuXTl79iwAJUqU4L///S8rV67knXfeISAggFu3bnHmzJlU10hISCAqKor8+fPz5ptvsmTJEj799FOKFy8OQHx8PK+99poxfvLkyURGRhIUFARAQECA8RxlpvoQZPxzkR4vvvgigNGWKSX2imn+/v5GAqan3P87QZs2bYiMjGTNmjUejcMVS5YsMX5mm81m+vXrx7Jly5g2bRpPPfUUABs3bkxzncOHD+Pl5UWrVq2YM2cOs2bNomnTpsb5OXPmcO7cOSDn/KzxFLMnNtmxYwdeXl4O2Z73s/9yDRjjkt4nIiIiIiIiIiIiIiLZz8/PjzJlynD8+HF+//33FMfYEyiKFy9uXBD0lICAAAICAoxrDN7e3hQtWtSjMQDUrl3boZ3Lk08+SaNGjYyLxPaL1XYjR4402kj16dOH4cOHG+dKly5Ny5Ytee2111izZg1///03ixYtom3btgCsW7eOK1euALZ2GEkrfJQpU4YGDRpQv359o3LG8uXL6dOnD2BLzClQoADXr1932r7F3p7IZDLRu3dv4/H5+/tz69Ytp20ypk+fDtheg27duqXxjLmmevXqbN26lQsXLhAdHZ3stZ02bZpxnal///7pXn/gwIGsW7eOxMREvvnmm2SVD27fvs3x48cBjOfQU0wmE0WLFjWSwcB28dvT72+TycTChQuNpAyABg0a8MILL7B//37i4+NZsWKF8V6PjY1l/PjxgC3hZePGjQ5t2ipUqEDPnj0JCwsjPj6e4cOHOyTNfPHFF4DtuuHixYuNBBmwfa46d+5MvXr1iI6O5ubNmw7vi+7du/Pvf/+bxMREZs2alew1S9qWqGHDhsb9nTp1Yvz48SQmJjJt2jSHBDGAc+fOcfHiRYA02/Bkhy5duvDBBx9w7949Nm7cSIMGDRzOHz16lGvXrgG25Lf7WwJlJV9fX4oWLUrevHmN++yvl7PkjeyyefNmDhw4AEC5cuWMJBKwfbd27NiRhg0bGt/dqQkMDOTXX381Hnf58uVp06YN1apV486dO5w6dYqEhARMJhP+/v74+/sbiY5eXl5u/Zxn9HPhqrZt2/LPf/4Tq9XKrFmzHJKj7FauXAmQ7L3pCYULF3a4nTdv3mz5PcEVo0aNAmzfu4sWLaJcuXKA7f1Yv3593nrrLYfKWqmZMmWKw/Ndq1YthgwZYrwWs2fP5s0338wxP2s8xSMVZmrWrEmNGjWoWbNmiv9CQ0Mdsj8LFizIoEGDclT5MhERERERERERERERsenQoQNgSx7YtWtXsvP2RJqULpLlFim1DCpfvjwFCxYEMCrJ2NkvxObPn98hWSap8ePHGxdQk/6Vd1xcHJUqVaJ48eLGxbX7tWzZ0ji+f29726ybN2+yZ88eh3MJCQlGy6UKFSoYVXIAGjVqBNhaTW3dujXZPHs7joxUenEmrco2P/30E2C7ANq4ceN0rx8aGmq0jrJXNUlq+vTpJCYm4uvr6/DX+blJvXr1HJJl7Dp27GgcJ23FMmXKFKNF2Ouvv+6QLGNXqlQpnnvuOQAuXbpkJCkAVKpUiTJlyhAWFuaQLJOUvdIC2Kow2XXv3t34zCxYsCDZvP/973/G8euvv24cv/LKK8Z7NqX2XPYkHshZ7ZjsunTpkmpbJns7piJFijh9TsXxe9yeAJiUv78/n3zyiUtrDR8+3CFJCGxJEEmrq5w4cSJjgaZTRj8X6WGvwJVSW6YzZ85w+fJlAIfKOuJox44dRjJW27ZtjWSZpD799FOjlWBq/vGPf6SYnNSvXz/jOLW2jA8zjyTMzJo1K9V/8+fPZ9WqVWzevJnw8HBiYmI4cuSI+pWJiIiIiIiIiIiIiORAvXr1Miq4TJkyxeHcli1buHPnDgADBgzweGw5QYECBfDz80vxXP78+QGMBAKACxcuGM9ZyZIliY6OTvFfTEyM8Rfep06dMuaHhYXx448/snHjRkqXLp1sz+joaKZMmWK8Zkn3BscL/l9//bXDudmzZ5OQkADYkgiSeuONN4zj+9s0zJkzx9gnI5VenKlVq5bxV++rVq1yOHflyhWjNUq9evUyvEfdunUBW1sme5srO3vyRM2aNTO8/oPOWcWJsmXLGsdJk7I2bNhgHDdo0MDp+zvpxdzFixcbx1999RUrV650SFJJavPmzRw7dsy4fe/ePePYZDJRpUoVwJaMcP/ruW7dOsBW4aRMmTLG/WazmQoVKgC2BJz7k8zWrl0LwGOPPcajjz6aYlzZyWQyERwcDKTclsleTSosLMyjcT1o7MmChQoVcvo6N23aFB8fnzTXsieE3a9YsWLGsb2qS1bL6OciPXr16gXY2jLdXwHFnpATGBiYYvKd2MyZM8c4vv/nb1LVq1dPcy1nY5588knj2N5KM7fxSEsmVxUuXJjRo0dz7do1Vq9ezS+//MLzzz+f3WGJiIiIiIiIiIiIiEgSvr6+lCtXjr///pstW7Y4nLMnTpQqVSrFShK5gbNkGcCo+mBvGwTw559/GscHDx50KdnDWeuS1atXs3TpUo4fP87Fixe5fv06VqvVYUzSvcHWOqtEiRKcPXs22ev5/fffA7bXPGmVGrC9xsWKFePixYts27bN4dzcuXMBW6WXZ599Ns3Hkx6NGzdm0aJFXL58mdOnTxsVMpJWg7C3n8qIgQMHsmrVKhITE5kxYwavvvoqYEsCsVcvcWcS0IOmRIkSKd5vNv//y473J4TZtWrVyqU9Tp48mey+K1euMG3aNPbt28eZM2e4evUqt27dSjbOnuBlN3DgQF555RUSExOJiIhg8ODBABw4cMBIhLG3N0uqX79+RjLZxIkTefvtt5PNa9++vUuPJzt0796dd999l9jYWDZs2GBUhNqzZ49xYdz+3paU3b17FyDN1oIFCxZMNdnFy8vLoTpXUkk/N/d/V2eljH4uXNWiRQt8fHyIi4vju+++c1jL3pKwSZMmmXgED7+k1bJSSyyqUKECkZGRqa6VNDErqaTvy/u/O3MLj1SYSa/evXuTmJjIDz/8kN2hiIiIiIiIiIiIiIhICjp16gTY2jLt2LHDuH/79u0AvPDCC9kSV05gb3XhKntrisxYvXo1tWrVYtCgQSxfvpxDhw5x5coVrFYrJpOJUqVKGRVmUmJ/PZO2V7p79y5Hjx4F4Jlnnklxnv0Pn2NjY1mzZk2yefZqLe6UNBkmaVsme1urwoULZ6pqQYUKFYxKQEnbMtkTcvz8/Hj66aczvP6D7v62MmlJWvHFVUkrHVitVvr06UOdOnWIiIhg69atREVFGcky/v7+FC5c2Ola9evXN5LYkr6eEyZMAGzJDCkljoSFhZEnTx4Ali5dmuK8vn37pvuxeUrHjh2N76Kk7YTsVaQee+wxo2KVpMyeQJDWe97+PnEmte/e7JLRz0V62KvYJG3L9NdffxETEwOoHVNa7IlLabU0dCU5Oa33aG6WoyrM2NnLBR4+fDibIxF3a7zBnV98B924lmRE1IhNbl2v5Cf13bqeiIiIiIiIiIiIZJ0ePXowZswYEhISmDp1KtWrV2fdunXExsbi5eVF79693bbXw/5Xz0kvdrVp04bPPvssXfN37drF4MGDjcoxxYsXp2LFijz11FPUq1ePSpUqARASEpKsuozdK6+8wpdffklCQgKTJ0/m6aefZurUqcb4pG2bkhowYIAxbvr06TRt2pRp06YZ8zJT6cWZoKAgihcvzoULF4xKBadPnzYqPLRu3TrTe9SvX59ly5Zx6tQpbt++jZ+fn5GQ4yx5KCPub4XyMLK3qzGZTBw8mP5rO+Hh4UZrHLPZTEhICJUqVaJatWo0btyYgIAA3n77bYeL/vdr2LAhy5cvN9orFShQgN9++w2wtZKyt/m6X506dVi/fj0XLlwgOjqaokWLGvPKly+fajWpnKBixYrs2bOHXbt2GffZq0g5axGUERlJinqQ2FvmOeOs4ldOl9HPhav69OnDtm3biI+PZ+HChbRr185IcnzkkUcICgrK9GMAuHHjhlvWyWnsSS5p/Q50f8s4SZ8cWWHm9OnTgGfLTomIiIiIiIiIiIiIiOvMZrNRxcNekSQiIgKAcuXKuVSFwn4hHZxfcIyNjXWa5PGwqFChgnFsv0biTEoXzt555x3jOfrwww/ZuHEjEydOZMCAAUayTEJCQqoX3Xx9fQkODgYwKgbZExAKFixorHM/f39/ypUrB8DevXuB/1+NIzAwkCeffDLVx5NR9lY4165d4/Tp00ZVBIBBgwZlen37Gva2TJcvX+b8+fOA61URUmq/db+rV69mMtKcr0iRIoDtPZjeakp79uwxkmUeeeQRdu3axQ8//MCoUaNo27atcUE/tXY44Ji4NX36dLZs2WIkQfTo0cPpvKSJYtOnT2f//v3GvBdffDFdjyU72GO0t2XaunWrEb+rbcXs1VFS+/54WC/Y23+OXbx4MdVx9oopD5qMfi5c9eyzzxotf2bPng3Apk22P8Z3tT1b0optzhKzzp49m5kwcyx7kRGAI0eOOB33119/eSKch1aOS5i5d+8e48aNA+CJJ57I5mhERERERERERERERMSZLl26ALYqGbt372b37t0O96clMDDQOL5y5UqKYxYvXpy5IB8AZcuWNZKHDhw44PTCtNVqJTQ0lJCQEJo0aWLcHxUVBUC+fPkIDw9Pce73339vHKdWZQZsLZU2b95srBsWFpZq/L169QJsF+X/+OMPTpw4AUCLFi1SnZcZ/fv3Ny7kT5s2jQ0bNgC2C4xJ31cZVa5cOQoWLAjAwoULjXZMBQoUoGLFii6tYa8OkJiY6DQh7NChQ+mOLSe2d0lN0vZVkyZNcjrugw8+wGKxULlyZePi+vLly43zXbp0MS6+38+erAUQHx+f7HyZMmV45JFHjDWnTp0K2C7Gd+vWzWlMFSpUMN5Pa9asYebMmYAtYdDZZy0nadu2LWazreHIjBkzmDJlCmD7nLhaPcT+3ZRaFZWMJCw8CO/jf/zjH4AtsS06OjrFMdu3b39gK8xk9HORHjVq1ABg//797N+/32i3NnDgQJfmJ32fnjlzJsUx9u//h02bNm2MY/t3T0rsrTDd7UH4jLqDRxJmvvjiizT/ffbZZ7z33ns0bdqUbdu24eXl5ZaSeSIiIiIiIiIiIiIikjW6dOliVNEYMWIEcXFxmEwmunfv7tL80qVLGxdk/vzzz2SV52NjY40/sk0ve1wPSjX7Bg0aABAXF8eAAQNSHDNkyBDi4uJISEigTJkyxv325/Du3btcu3Yt2bzTp0/zySefGLdTSigAWysje0LCW2+95bBvasLDw42L8u+9956R8JPWvMzw8/MzqtesWLHCeNxdu3Z12x7PPvssACdPnmTFihUANGrUyOX5SasD/O9//0t2fs6cORmqMJO0MlNarWJygsGDBxvv0dmzZ3P06NFkY44dO8b8+fMB22egefPmAMb7ChyTYpJ65513HCp83L17N8Vxbdu2BWyvp72KUtWqVdOMv2XLloDtcxQZGQlAtWrV0pyXU4SGhgK21m32C+svvPCCy/OLFy8O2L43lixZkuz86NGjM5QwkvS1vXXrVrrne8LgwYON4759+yY7b7Vaef3117Nsf3t1laxsS5jRz4Wr7M+b1WrlzTffBKBEiRIULlzYpfn29y/AggULkp0/duyY8bnMqJya8NSsWTP8/f0B+Pnnn1OsQDd27Ngsa0n1oP2sySiPJMxMnDiRSZMmpfpv2rRp/Pjjj0RHR5OYmEhISMgDUcpMRERERERERERERCS3MplMhISEALaLVgAhISFGsoorHn/8ccB2kbtx48asWLGCo0ePEhERQd26dbly5UqG/srZz88PgPPnz7Nu3boUL9LnJGPHjjXaf/z666+EhYWxcOFCTp48ycqVK3nhhRdYu3YtYLvQPHbsWGOuPXEkMTGR5s2bM2/ePI4dO8bmzZt54403CAsLc2hl4aytBUDt2rUBjNY5QUFBFC1aNM34q1evDtguugKULFnSaMWTVeyVbezJMiaTybgvqSZNmlCpUiWnbaWcefXVVwHb82qvLuFqOyZwbGkybdo0Ro0axaFDh9iyZQt9+/blgw8+yNB7u0SJEsbxpEmTOHbsmNEuKicqUKCAcc0vPj6e5557jvfff599+/axf/9+xo0bR7t27YzktrZt2xrvuQ4dOhjr/PrrrwwdOpTt27dz5MgRZs2aRdOmTfnxxx8d9nOWhPTaa6/h5eVFYmKicfHX/hqnxp74lZiYaHwuXK2O4U41a9akUqVK1KxZM13zXnrpJcD2HXv37l28vLzo3bu3y/OTJtcMHz6c8ePH89dff7F+/Xo6d+7M7NmzM/Q+LlasmHE8atQoTp48mWZrLU9r1KgRFosFgIMHD9KsWTOWL1/OyZMnmTdvHvXq1cvSmAsUKADYEormz5/PiRMnuH37tlv3cPVz8frrrxvfo/d/5lJTp04d42eb/feEdu3auTy/efPmRuLQoUOHePHFF9m+fTv79+/ngw8+oE2bNhlOKLK/byMjI9m3b59RHS0neffddwHbd2fLli0ZP348x44dY+vWrbz00ktGK8ys8KD9rMkoj7VkSkxMTPWfl5cXfn5+VKhQgcGDBzNr1iynZdVERERERERERERERCRnuL+aTHr/GHbcuHHGxbALFy7w+uuv06pVK8aOHcv169exWCwOlTpcZU/gSEhIYODAgbRq1SrL2ha4Q0BAAPPmzSNfvnwAnDhxguHDh9O8eXOGDBnC/v37AVuyTEREhEMyyvjx442/BI+JiWHkyJG0bNmS3r17s2zZMuLj4/Hz8zP+oj+1v0YfOnSow+1OnTq5FP+gQYMcbnfs2NGleZnRoUMHh7+ADw0NTTFZKyYmhri4OOLi4tK1funSpSlUqJBxu3Dhwg6VfdLy9NNPU6dOHcB2nWzu3Lm0a9eOXr16sXHjRkwmU4aqU9SuXdt4nNu3b6dly5Y5/o/Q3333XaO9SHx8PPPnz6dDhw688MILTJ061ajwULNmTYdksDJlyjh0pFi+fDndu3fnueee49///rdRccH+eQfYt29fijEEBARQtmxZ47afnx9169ZNM/bChQsbiX32efbX1ZNu3bpFXFxcuquxhIWFOXxOypcvn65rsC+++CJPPPEEYHvtJk2aRJs2bRgwYAB//vknZrM5xUS1tCRt2bZo0SKaN2/uUNkqp5g7d67x3Xnq1CmGDh1K8+bNGTlyJFevXiUwMND4GWb/r7vYq1wBvP/++4SFhRmVmNzF1c/F5cuXje/R9FY0qVWrlnHs5eWVYrUeZ0wmE2+88YZx+48//qB79+688MILzJkzh/j4eLp37+5QschVjz32GGBrCdmhQwdatWqV7jWyWocOHYyfw3FxcUyaNImWLVvSs2dPfv/9d7y8vIzH4W4P4s+ajPBIwsyhQ4fS/HfgwAF27NjBTz/9xGuvvWaUFxIRERERERERERERkZyrQ4cOxkVCs9lM+/bt0zU/NDSU1atXU61aNeOirpeXF4GBgQwYMIBFixZlKK4xY8ZQq1YtIzaTycShQ4cytJanBAcH88cffxAeHk6hQoUcqjb4+/vTuHFjNm/ebFSBsStVqhRr1qyhatWqDhfGTSYTgYGBhIeH8/vvvxsXqOPj41m6dGmKMVSsWJGCBQsa8/v06eNS7LVq1SIgICDd8zIrabWN/v37u339pk2bGsf2NkHp8c033zBs2DCKFClivJ5ms5lKlSqxdOlSlxI27pc3b17Gjx9vVJ8A522IcpLPPvuMb7/9luDgYIeEDW9vb0qWLMnHH3/Md999l2zef//7X4YPH07hwoUdPhO+vr4EBwczffp05syZY1wwX7dundMYklb9adiwocuxd+nSJUPzcoqkLXaSPhZXrVixgp49exrfDWB7/mvVqsXGjRsdEopcVbZsWf75z38a1cAg9WS+7OLv78/mzZvp0KGD8R0HkCdPHsLCwti0aZPxvnR3MYiBAwfSsmVL473t5eVFVFSUW/eA9H8u0ltRKOl3c+nSpdOdB9C3b1+mTZtGmTJljAQOk8lEiRIl+OKLLxg5cmS61rObMWMGJUuWdHg8169fz9BaWenf//43n3/+OUFBQQ6Pv2zZsvzwww8OCU/u9KD+rEkvr8TExMTsDkLSFhsba/RmrFy5cqpfuJVnVnbr3nt7pdwTMiPcGZs74wKIGrHJbWuV/KS+29ZyZ1yQe2ITEREREREREREREc+qUaMGN27coEKFCvz888/ZHY6DAQMGsH79eg4fPpzdocgD6JtvvuGTTz4BbFVusuoCtf0zFBAQwI4dO5Kdb9u2LcePHzeuGT5s0nM9NCcJDg4mMTGR2rVrM3PmzOwOJ8ssXLiQ4cOHM3bs2HS1VZKsFR4ezu7du/H29ubAgQPZHY5LmjVrxqlTpzCZTBw8eDBbY/FYS6b7xcTEcOjQIXbu3MmhQ4dyZLaWiIiIiIiIiIiIiIiIpG3Xrl1GdYisqPSSWX/99Rd58+bN7jDkAfX9998DUKxYsSxLlgFbCzlw3trnzJkzBAYGZtn+4uhf//oXLVq0cGgJdL/du3djr08RHBzsqdCyxW+//QZAlSpVsjeQXOLIkSM0bNiQ7t27O201B7YWjoBDBaiczmq1AqTYRtHT0t/MKxMSEhKYN28ec+fO5a+//kp2/oknniA8PJyePXvmiCdHRERERERERERERERE0vbOO+8A4OfnZ7R+yik++ugjoqKiaNmyZXaHIg+gzZs3Gxeku3btmqV72dudJG1TZDdw4EBu3rzJyy+/nKUxyP9ntVo5fvw4x48fp1OnTtSpUyfZmBEjRhjH4eHhngzPo1auXMmiRYt49NFHKV26dHaHkys8+uijnD9/nvPnz/Pxxx8ze/bsZGNmz55NTEwMANWqVfN0iBlmT7DNCVWkPJYwExMTw2uvvcaOHTtw1gXq2LFjjBkzhlWrVvHVV19RqFAhT4UnIiIiIiIiIiIiIiK51M2bN7lz506G5/v5+eHv7+/GiHI+q9VK586dKVq0KHv37uXSpUsAdO/e3emc6OjoTO1ZpEiRDP3B9e7du6lSpQqff/55pvZ/ECUkJHD58uVMrVG0aFE3RfPg+Pzzz9mzZw/37t0zWiPlyZOHAQMGpDj+1q1b3L59O0N77dixgwsXLrB161bi4+MBW5GB+x05coSwsDAGDRqUoX0eZLGxsUZSQEZ4e3tTuHDhdM/r06cPP/zwAwB9+/ala9eutGjRggIFCrBz504mT57M2bNnAVs7rXLlymU4Rlddu3aNuLi4DM/Pnz9/hqptHTx4kEKFCjFnzpwM7/0gu3LlivH5zIiCBQumOzmkQIEClChRgrNnz7J9+3a6du1K7969KV++PMePH2fevHmsX78eAB8fHz7++OMMx+equ3fvGsku6XXu3Dn27NnD4cOHjTWKFy/uzvAyxGMJM0OGDGH79u0AWCwWWrRoQbly5ciXLx83b97k6NGjrFq1iiNHjrBr1y7eeustpk2b5qnwREREREREREREREQkl2rfvj2nTp3K8PyaNWvy3XffuTGinM9sNrN//36HP5IuVqwYb775ptM59erVy9Ses2fPpkaNGumeN3/+/Ezt+yDbuXNnqklMrjh8+LCbonlwnDhxgs2bNzvc969//ctpwlb//v3Ztm2b2/ZPKSlm7dq1blv/QTNnzpxMJQN4e3tz4MCBdM8rW7Ys/fr1Y8qUKVitVmbNmsWsWbNSHDd16tQMx5ceTZs2zXDCAkDHjh356KOP0j1v6NChDB06NMP7Pujq1auXqYSZf/7zn7z00kvpnjdt2jTat2/PvXv32LlzJzt37kw2xsfHh6+//poCBQpkOD5Xffjhh0YSmTu88sorblsrozzS92jp0qVs3boVLy8vRowYwcKFCxk4cCDNmzenfv36tGzZkkGDBrFo0SKjbNXmzZs99sV/584dwsLCsFgsfPnll07HxcXF8e2339KxY0eqVq1KlSpVaN26NePHj+fatWseiVVERERERERERERERCQneOyxxwAwmUxUrFiR5cuXZ3NEIu5Rq1YtIznG39+f999/nw4dOmT5vv7+/vzrX/+ievXqWb6XuGbYsGF8++23BAcHO1QIMZvNlChRghEjRrB8+fIU22iJZFa5cuX4/fffadmyJfnz58fLywuw/dwNCAigVatW/PrrrzRo0CCbI00fe8Wujh07ZncoeCU664/kRv3792fjxo107tyZUaNGpTn+gw8+YO7cuTRu3Jivv/46q8Nj5MiRzJs3D7BlbA4ePDjZmHv37tGnTx+n2aHFihUjIiKCJ598MktijI2NZe/evQBUrlw51ZJNlWdWduvee3vtddta7ozNnXEBRI3Y5La1Sn5S321ruTMuyD2xiYiIiIiIiIiIiIiIyIMjPddDRUTcwSMVZvbv3w9Aly5dXBrfuXNnAA4dOpRlMdlt2LDBSJZJzdtvv822bdvw8fHhjTfeYO3atWzatIkPP/yQAgUKcPHiRQYMGJDh/oQiIiIiIiIiIiIiIiIiIiIi4hkeSZixtysqUaKES+Pt4y5dupRVIQFw5coV3n333TTH7dmzxygj+O677zJgwABKlixJsWLFCA8PZ/r06fj4+HDmzBlmzpyZpTGLiIiIiIiIiIiIiIiIiIiISOZ4JGGmQIECAJw9e9al8fZx+fPnz7KYAN577z0uXbrECy+8kOq46dOnAxAUFER4eHiy85UrV+a5554DYMGCBe4PVERERERERERERERERERERETcxiMJMxUrVgRcTyaZP38+ACEhIVkW04IFC1i7di1BQUGMGDHC6bjExEQiIyMBaNiwId7e3imOa9KkCQBnzpzh4MGD7g9YRERERERERERERERERERERNzCIwkzzz33HImJicydO5fvvvsu1bGzZs1i7ty5eHl5GVVb3O306dP85z//wWQyMWbMGPz9/Z2OjYqK4saNG8D/T/xJSdLknn379rkvWBERERERERERERERERERERFxK7MnNmnTpg1z585l165dfPTRR/z00080b96ccuXK4efnx+3btzl69CirVq3i4MGDJCYmUqVKFdq2bev2WOLj43nrrbe4ffs2L7/8MjVr1sRqtTodf+bMGeM4KCjI6bjixYvj7e1NfHy8wxwRERERERERERERERERERERyVk8kjBjMpn46quv6Nu3L/v37+fAgQMpti1KTEwEoFKlSnz99dd4eXm5PZbJkyeza9cu/vGPf/DGG2+kOf7q1avGccGCBZ2OM5vN5MuXj5s3b3L9+nW3xCoiIiIiIiIiIiIiIiIiIiIi7ueRhBmAwoUL8/333zNv3jwWLFjAkSNHjAQZAC8vL8qXL0/nzp3p3LkzPj4+bo9h3759fP3115jNZsaMGUOePHnSnHPv3j3jOK3xefPm5ebNm9y9ezfTsYpI5kSN2OS2tUp+Ut9ta4mIiIiIiIiIiIiIiIiISPbzWMIMgI+PD88++yyhoaGULl2aCxcucPPmTfz8/Lh79y5btmyhQYMGWZIsc/fuXd566y3i4uIYPHgwlSpVcmmet7e3cZxWxRt7ApDJZMp4oCIiIiIiIiIiIiIiIiIiIiKSpTyW2XHr1i3efvttmjdvzsSJEylYsCBPPvkk1apVIzg4mJ07d/LFF1/QokULRo8ejdVqdev+Y8eO5dixY1SuXJkBAwa4PM/Pz884TlptJiX2865UrhERERERERERERERERERERGR7OGRCjPx8fH07duXXbt2kZiYyIkTJ5KNsVqteHt7Y7VamTt3LpcuXeJ///ufW/bftGkTs2fPJk+ePIwZMwaz2fWHnT9/fuP4xo0bTsdZrVbu3LkDQKFChTIerIiIiIiIiIiIiIiIiIiIiIhkKY9UmJk/fz47d+4EoGfPnsyYMSPZmH79+rF161b69OmDl5cXq1evZvny5W7Zf+nSpYCtAkyrVq2wWCwO/ypWrGiMnTBhgnF/VFQUZcqUMc6dPXvW6R4XLlwgPj4egBIlSrglbhERERERERERERERERERERFxP48kzCxevBgvLy9efPFF3nnnHYoXL57iOH9/f9566y26du1KYmIiCxYs8ER4qSpWrJhRMebgwYNOxx04cMA4DgkJyfK4REREREREREREREQkbbGxsdkdgkiWsVqt2R1CjqbPf9bS85s2PUciOZtHWjIdOXIEgC5durg0vlOnTsyePZv9+/e7Zf/Ro0fz/vvvOz2fkJBAjRo1AOjfvz/9+/cHwM/PD4CGDRvyyy+/sGHDBt5++21MpuR5RmvXrgWgaNGiBAcHuyVuEREREREREREREXGPrwasy+4QstRrkxpn6foWi8Xh9oIFCwgNDXVpbt26dbl06ZJx+/Dhw26Lq1mzZpw6dQqTyZTsj16tVitvvfUWx44dY+HChS7Py4wKFSoQHx9PUFAQ69Y93O+5h0WPHj3Ytm2bcbts2bIud0BYsmQJw4YNM27XrFmT7777zi1xbd++ne7duwPw/PPPM2bMGIfzW7duZciQIXz11VfGNS5X5mVU0udp9+7d5M2bN1v2S4+IiAimTJnC1q1b3RJTVkj6/Nlt27aNAgUKuDQ/NDSUe/fuAeDt7e3wB/6ZVaNGDW7cuIG/v7/RScTu1q1bDBw4EB8fHyIiIlyel1Gpvc88vZ+r/vrrL/r168dLL71Er1693BIXuOezISL/n0cqzMTFxQFQuHBhl8Y/+uijANy+fdst+/v6+uLv7+/0X758+YyxPj4+xv1eXl6A7YsQ4MSJE8ydOzfZ+nv27GHx4sUA9OrVy5gnIiIiIiIiIiIiIvIwmjRpkkvjzp0755As40lhYWEsW7bMbdcaJHc4fvw4d+/edWnszJkzszialK1cuZKePXty7dq1bNn/QfD2228zduxYbty4kd2hpNvUqVNdGrdhwwYjWcbTGjRowNatW7Nt/5zu6NGjPPfcc5w9e5bExMTsDkdEUuGRhBl7Asxff/3l0vgTJ04ArifYZLVnnnmGxo1t2fkfffQR48eP5/Tp00RHR7NgwQJeeeUVrFYrJUuWpGvXrtkcrYiIiIiIiIiIiIhI1tqyZYtL47788sssjsS5mJgYp+cCAwMxm81GpXkRu8TERL799luXxrqrU0J6nTt3zum5vHnzYjabMZvNBAYGZnksnt7PVWfOnMnuEDJsyZIlLo1zNbEmK9y5c8fpufz582M2m12ukpNZnt7PFVevXs2yRJn8+fNjMpmMfyKSOR5pyVS9enVOnjzJ119/zfTp09OswDJ58mS8vLyoXr26J8JzySeffEKfPn3Yu3cvkyZNSpY9/8gjjxAREUFAQEA2RSgiIiIiIiIiIiIikrV8fX2JjY3l1q1b7NmzJ822TGvXrgXAZDKRkJDgiRBdsmDBguwOQXIg+/v7p59+ol+/fqmOnTdvHvHx8TnuvV2pUiWPJvJ4er+Hmf39d/bsWa5fv55mAsju3buBnPf9un79+od6v+w2ceLE7A5B5KHikbSzLl26ALaM89dee42oqKgUx50/f5433njD+GLr1q2bJ8JzScGCBZk7dy7vvvsuoaGh+Pv74+PjQ5kyZXj55ZdZtGgRZcqUye4wRURERERERERERESyjMViMY7Tast09OhRo2VM2bJlszIsEbeoUaMGYOuEkFZbpjlz5gBQvnz5LI9Lcodq1aoZx1OmTEl17JIlS4iLi8PLy8vo9CEiIunnkYSZ0NBQ+vbtS2JiIuvXr6d58+a0adOG1157jWHDhvHaa6/x3HPP0bhxY1asWAFA9+7djV9MsprZbObw4cMcPnyYwYMHOx3n4+NDz549WbBgATt37mTfvn2sXLmSESNGUKRIEY/EKiIiIiIiIiIiIiKSXXx8fHj88ceBtNsy2dsxFS5c2GmlhO3bt2OxWLBYLLz99ttO16pQoQIWi4XGjRunGWOzZs2wWCzcuHEDgFOnThl73D8mJCQkzfUy6ubNm/Tv35+nnnrK2L9KlSoMHToUq9XqdF5CQgKjR4+mdu3aBAcHG3HWq1ePCRMmpLqn1Wrlo48+omHDhsZzlnT+2LFjk1WiqFy5MhaLhVq1aqW6dq9evYz1oqOjqVixIhaLJc1rOb1798ZisRAcHMytW7dSHZuW1q1bGzFcv37d6bjvvvvOGDdjxgyX13/llVcAW1um1OZZrVaOHDkC2K5nOePK++zdd981Yv3tt99Sjc/+efn444+N+7p3747FYqFHjx4OY9L6TLmLK/tFRERQp04dQkJCsFgsVKxYkW7dunH58mX69Onj0vvIvob9M1GhQgXatm1rVFmxsz+f27ZtAyA+Pj5D74WU/Pjjj8Zao0aNSnWs/fPRrFkzl9d/9NFHyZ8/PwBLly5Ndaz9sfzjH/9w2tljxowZRryptW+yj+natWuaMdaoUQOLxUJ8fDwA27ZtM16P+8ckTQDKSmntt2/fPl544QXjuy44OJiGDRuyfPlyDh06ZDz+7du3O93j0KFDPP/888brGhwcTO3atfn666+TjbVYLA7fCx9//HG63wup6dGjhxFzWol9IpI2jzU2+7//+z/eeOMNfH19SUhI4O+//2bdunUsW7aMdevW8ddff5GQkIC3tzevvfYa7777rqdCExERERERERERERERF7Vr1w6AW7duJbtYndSmTZsAaN68uUfiyklu3bpFnTp12LBhg8MFzTt37rB8+XLq16+fYguVM2fO8PTTTzN79myuXr1KYmIiYEuiiY6O5ssvv6RJkyYpJp4cO3aMmjVr8u2333L+/HnjgnbS+REREYSFhTnMsyfKxMTE8Ndffzl9TDt27ACgZMmSFC1alKpVqwJw48aNVFvy2BMXnnjiCfz9/Z2Oc0WvXr2M49TaksydOxewtarp2bOny+tXr16dfPnyAfDzzz87HTdz5kwSEhIwm83G50FS1qFDB8aOHcvly5eN97zVamXHjh00aNCAS5cupblGjx49jDXsn4n4+HgOHz5M586dWbduXZY+BrsOHTrg4+MDwKpVq5yO++GHH4ykOHsXDlfVr18fwGjLlJKEhAQOHDgA4FKSS242Z84cOnTowP79+4mNjQVsCXHnz59n6NChRmJnav7880+ef/55Dh48aLyuiYmJXL16lS+++MJItBORB5PHEma8vLzo378/q1ev5v3336dZs2ZUrlyZxx9/nCeffJJGjRrxf//3f6xdu5bBgwc7zYYUEREREREREREREZHs07t3b+P/4U+ePDnFMfv27ePmzZsAvPrqqx6LDWyJDpGRkQQEBAAQFBREZGQkkZGRHovh2rVr3Lt3jzJlyvDZZ5+xePFi3nzzTXx9fQG4cuUKI0eOdJhjtVpp166dcZH8qaee4quvvmLVqlV8/vnnRoWcqKgowsPDk+3ZvXt3bt++DUDNmjWZMGECK1euZOrUqXTo0AFvb2/AVnEnIiLCmDdkyBDj+Kuvvkrx8djbvwB06tQJgEGDBqU5b8WKFcZF6tQqsbgqPDwcs9kMOK/AcffuXY4ePQrYOiCYTOm7FPbMM88AcPLkSafVG3744QdjfU+qVq0akZGRDt0SJk6cSGRkpNPPYnYaPHgw+/btAyAwMJDRo0ezcuVK/vOf//DII49gtVo5dOhQmuvs3buXPHny0K9fPxYuXMiECROMVliJiYkMHz7cGPv+++8TGRlJlSpVAPD29jY+/926dcv0Y6pZsyYAly9f5vTp0ymOmTVrFmBL2Eqa5OWKpN+XztoyzZ8/n/j4eEwmk8cTZtasWUNkZKTxfVKlShWPf7+6at++fXzwwQeA7Tp1p06dWLx4MbNnzzYSk9asWZPmOidOnCAxMZF69erxzTffsGDBAsLDw42fg5s2bXKoDhUZGemQ0Dd48GAiIyNTTcITkexj9vSGxYoVo3v37m75xUhERERERERERERERDzLz8+PMmXKcPz4cX7//fcUx9gTKIoXL07x4sU9GR4BAQEEBAQYFzO9vb0pWrSoR2MAqF27NjNnzjRu2/94uE2bNgCsX7/eYfzIkSONNlJ9+vRxSAIoXbo0LVu25LXXXmPNmjX8/fffLFq0iLZt2wKwbt06rly5AkCdOnX45ptvjLllypShQYMG1K9fn6FDhwKwfPly+vTpA9gScwoUKMD169eNqkD3s7d/MZlM9O7d23h8/v7+3Lp1y2kroenTpwO218AdyQpgqwKzdetWLly4QHR0dLLXdtq0aUYVkv79+6d7/YEDB7Ju3ToSExP55ptvGDhwoMP527dvc/z4cQDjOfQUk8lE0aJFjWQwgAIFCmTL+zstp0+fNqqwFC5cmF9//dVIGCtTpgzt27enSZMmnD17Ns218uTJw/r16ylSpAgAwcHBNGvWjPr163Px4kVu3LjByZMnKV26NHnz5iVv3rxGJRjArc/PoEGDjPf7hAkTGDNmjMP5pO26KlWqZCR4uap8+fIULFiQmJgYli5dyptvvplszJw5cwBbq7r0JoRlVmBgoMNtHx+fHPn+A4zvO7C19Kpbt65xe9q0aXz99dd88cUXLq31zjvvOCQ/hYaGUqRIESMx5rvvvqNOnTqA7f2WtA1hQEBAjn2ORMSDFWZERMQmasQmt/0TERERERERERHJDh06dABsyQO7du1Kdt6eSGNPDsmNUmoZZL8YDiRrt7Js2TIA8ufP75Ask9T48eONyg5JK4rExcVRqVIlihcvzqhRo1Kc27JlS+P4/r3tbbNu3rzJnj17HM4lJCQYLZcqVKhgJD0ANGrUCLC1mtq6dWuyefbqIhmp9OJMWpVtfvrpJwDy5s1L48aN071+aGio0Trql19+SXZ++vTpJCYm4uvrS9OmTdO9fm4xadIk43jcuHEO7xuwJf8kTexKTefOnY1kmaSaNGliHO/cuTODkaZP9erVyZ8/P5A86Q3gm2++MVpP9evXL0N7PPvss4CtLdO1a9cczlmtVqN1Wnqr1+Qm165dMyoAVatWzSFZxu7VV191KaGzUKFCKT7XSasBOas2JCI5nxJmREREREREREREREQkXXr16mVUcLm/bciWLVu4c+cOAAMGDPB4bDlBgQIF8PPzS/Gc/WJ7fHy8cd+FCxeM56xkyZJER0en+C8mJsaoVHDq1CljflhYGD/++CMbN26kdOnSyfaMjo5mypQpxmuWdG9wbMv09ddfO5ybPXu2kQDwyiuvOJx74403jOP7WwLNmTPH2CcjlV6cqVWrllFhxV7BxO7KlSucOXMGgHr16mV4D/vF9ZMnTxptruzsbVXsrXkkZfYqLD4+PikmK4Ct0sz9FUtS4izxrlSpUsbx/YklWcmeqBMTE2Mkr9gtWLAAsFXFadasWYbWT60t08yZM0lISMBsNhsVpiS5uXPnGscdO3Z0Os6eLJgaezu8+/n6+hqJgPbvbxF58ChhRkRERERERERERERE0sXX15dy5coBtgSZpOyJE6VKlXJoS5GbOEuWAYwLrPa2QQB//vmncXzw4EHq1avn9N/58+cBiI2NTXH91atXM3ToUNq1a8czzzxDxYoVqVevHp999pmxZ9K9wdY6q0SJEkDy1/P7778HbK950io1YHuNixUrBsC2bdscztkvWOfNm9eomOEu9soxly9fdqjskLSqT9J2LOllb8OUmJhotKMCW2WeqKgowL1JQA8jewKLvaKSM4899liaayVNjEnKXm0JbJVXPCVpoljSKkc3b97k5MmTAE6ThFxRunRpChUqBPz/ylN29oScKlWqZHj93ODvv/82jmvVquV0XNWqVdNcy/5apMSehGhPKhSRB48SZkREREREREREREREJN06deoE2Noy7dixw7h/+/btALzwwgvZEldOkPRCvisuX76c6T1Xr15NrVq1GDRoEMuXL+fQoUNcuXIFq9WKyWSiVKlSxsXdlNhfz6Ttle7evcvRo0cBeOaZZ1Kc9/zzzwO2BJ41a9Ykm5eZxAFnkibDJE1YsCcXFC5cmPLly2d4/QoVKhiVgJK2ZbIn5Pj5+fH0009neP3cwJ7QdX8rpvvly5cvzbVSS0DLDo8++qiR6LNp0ybj/qRtqAYPHpypPexVbM6dO2ckH92+fZsTJ04Ayas9iaOrV68ax6klvKR2zi5PnjxuiUlEciYlzIiIiIiIiIiIiIiISLr16NHDqJYydepUANatW0dsbCxeXl707t3bbXs97H+9n7QST5s2bTh8+LBL/+x27drF4MGDiYmJAWwVYxo3bswbb7zBjz/+yMGDB1mzZk2qCTOvvPKK8XraqwRNnTrVqEaTtG1TUgMGDDDWnT59OgDTpk0z5mWm0oszQUFBFC9eHID169cDcPr0aS5dugRA69atM71H/fr1AVvrK3tbJntCjrPkoYy4v+XTw8KeNHbv3r1Uxz2orWw6dOgA2KrK7NmzB4BFixYBEBgYSIUKFTK1ftK2TPbP4/Tp00lMTCRPnjxuq9rkyVZWnpQ3b17jOLWERPt3pojkXkqYERERERERERERERGRdDObzUYVD3tFkoiICADKlSvncMHSGR8fH+PYWYuh2NjYZC2EHjZJL64nbTGUkpSSh9555x3jOfrwww/ZuHEjEydOZMCAAVSqVMmYl1rika+vL8HBwQBGxSB7dZWCBQsa69zP39/faM+1d+9eAJYuXQrYEgeefPLJVB9PRrVv3x6wXfA/ffo0EyZMMM4NGjQo0+vb17C3Zbp8+bLRDuu1115zaY2U2m/dL2kljIdJYGAgYGtjlZqLFy96IBr369u3r5EoNm3aNKKjo7lw4QJAstZlGREUFESRIkUAWL58OQA///wzkHqLoaTMZrNx7Cxx6dSpU5kJM8eyWCzG8f3t4pKyJzuJSO6lhBkREREREREREREREcmQLl26ALYqGbt372b37t0O96fFflEd4MqVKymOWbx4ceaCfACULVvWSB46cOCA08QWq9VKaGgoISEhRssWgKioKMDW3iY8PDzFud9//71x7CyBw97m5e7du2zevNlYNywsLNX4e/XqBdiSm/744w+jbUyLFi1SnZcZ/fv3d0hY2LBhAwClS5d2eF9lVLly5ShYsCAACxcuNNoxFShQgIoVK7q0hr2VS2JiotOEsEOHDqU7ttQqBeUUVatWBSAuLo4//vgjxTHR0dFuaUeWkqx+jvLmzWskmG3ZssV4f4Dzakzp1bx5c8DWluncuXPG53HgwIEuzU9aucpZYtLD+v1qbxUHjm3V7mdvI+duD8JnVERslDAjIiIiIiIiIiIiIiIZ0qVLF6OKxogRI4iLi8NkMtG9e3eX5pcuXdq4sPjnn39itVodzsfGxjJu3LgMxWaP6/41c6oGDRoAtgSDAQMGpDhmyJAhxMXFkZCQQJkyZYz77c/h3bt3U2yxcvr0aT755BPjdnx8fIrrt27dGl9fXwDeeusth31TEx4eblSzeO+994yEH3clDqTEz8/PqF6zYsUK43F37drVbXvY296cPHmSFStWANCoUSOX55cuXdo4/t///pfs/Jw5czJUYSZpZaac2tLozTffNI6HDRuWYhJYnz59smx/+/sxK6tTvfzyy4CtrY+9qlKpUqUoXLiwW9ZPmhhjb3Hn7+9P9erVXZqfdNzatWuTnb927Rrz5s3LUGz275y4uLgMzc9qpUuXpkSJEoCtwoy9alZSP/zwQ5ZV2LEny4Hte1lEci4lzIiIiIiIiIiIiIiISIaYTCZCQkIAOHbsGAAhISFGsoorHn/8ccB2UbFx48asWLGCo0ePEhERQd26dbly5UqG/lrfz88PgPPnz7Nu3TqOHj2a7jU8aezYsUYbq19//ZWwsDAWLlzIyZMnWblyJS+88IJx0dtsNjN27Fhjrj1xJDExkebNmzNv3jyOHTvG5s2beeONNwgLC3NoyeKsPQtA7dq1AYzKH0FBQRQtWjTN+O0X50+ePAlAyZIljZYyWcVe2caeLGMymYz7kmrSpAmVKlVy2lbKmVdffRWwPa/R0dGA6+2YAHr06GEcT5s2jVGjRnHo0CG2bNlC3759+eCDDzL03rYnAgBMmjSJY8eOGe2icopSpUoZCUcXL16kbt26zJ8/n5MnT7J06VKaNGnC4cOHs2z/QoUKAbZWZF9++SUnT55Msz1UerVr185IMLO/Bzt37pxs3Lhx44z3X3oSAIsXL06xYsWA///9Wq9ePZfnBwUFGVVmLl26RJs2bdi0aRNHjhzh888/p0GDBql+F6TG/rgPHTrEH3/8kSO/X5M+1z169GDUqFEcOXKEPXv28Prrr/Puu+86jHdnVZiSJUsaxz///DNHjhxJs92eiGQPJcyIiIiIiIiIiIiIiEiG3V9N5sUXX0zX/HHjxuHt7Q3AhQsXeP3112nVqhVjx47l+vXrWCwWh0odrrIncCQkJDBw4EBatWrF9u3b072OpwQEBDBv3jzy5csHwIkTJxg+fDjNmzdnyJAh7N+/H7Aly0RERDgko4wfP96oOhITE8PIkSNp2bIlvXv3ZtmyZcTHx+Pn52dUvrhx44bTOIYOHepwu1OnTi7FP2jQIIfbHTt2dGleZnTo0MGh2kpoaGiKyVoxMTHExcWluxpG6dKljcQLgMKFCztU9knL008/TZ06dQBb0s3cuXNp164dvXr1YuPGjZhMJl5//fV0xQS2pCb749y+fTstW7ZM9+fOE77++mvKli0L2Fquvf/++zRv3pz/+7//Iyoqirx58xqJbelJsnNFmzZtjOMJEybQvHlzxowZ49Y9AGrVqmUcm0wmo+pMUlevXjXef+mtKHR/W7P7P2dp+fDDD41EkL/++otXXnmF5557jokTJ3Lv3j0aNWpktB5LD3uS3t27d3nxxRdp1aoVt2/fTvc6Wal69eoMGzYMsP0cmDt3Ls899xydOnUyKkYl/dmStCpMZgUGBhrv7RMnTvDcc8/Rvn17t60vIu6jhBkREREREREREREREcmwDh06GAkvZrM53RcFQ0NDWb16NdWqVTOSH7y8vAgMDGTAgAEsWrQoQ3GNGTOGWrVqGbGZTCYOHTqUobU8JTg4mD/++IPw8HAKFSrkUPHA39+fxo0bs3nzZqMKjF2pUqVYs2YNVatWdUggMZlMBAYGEh4ezu+//25cfI+PjzdayNyvYsWKxgV0k8nkctucWrVqERAQkO55mVWzZk3juH///m5fv2nTpsZx8+bN0z3/m2++YdiwYRQpUsR4Pc1mM5UqVWLp0qXUrVs33WvmzZuX8ePHG9VDIGe2fTGZTCxfvpx+/foRGBhoPH4fHx9q167Nr7/+alQqsbdQcpfGjRvz8ssvG+t7eXlx6dIlt+4Bjm3HKlasmObjSG8Vk6RtmQoWLGgkqriqRYsW/PjjjwQHBxuxeXl58cgjj/D+++8zefLkdK1nN3XqVIKDg41EJ5PJxN69ezO0Vlbq168fs2bNoly5csbPAi8vL0qUKMGkSZMcPn/27y93mT59Oo888ohx+0FpDyiS23glZmXzPnGb2NhY4wdN5cqVjR/wKak8s7Jb997by30/4NwZmzvjAogasclta5X8pL7b1nJnXKDYMsKdcUHOjk1EREREREREREQko2rUqMGNGzeoUKECP//8c3aH42DAgAGsX78+S9sASfpVrVqV27dvU6ZMGVauXJnd4WSZEydOEBYWRu/evXn77bezO5wcKz3XQ93h//7v/4zkwYMHD7q90lFW6NGjB9u2bQNg7969Wf4ciTzscv6nXkRERERERERERERERHK0Xbt2Ga2esqLSS2b99ddf5M2bN7vDyDWmTJlCs2bN6NOnj9PKGleuXDHa+GSk7dqDZO3atQA89dRT2RxJ7pCQkECDBg3o3Lkz69atczrO3urO19f3gUiWARxayylZRiTzHoxPvoiIiIiIiIiIiIiIiORY77zzDgB+fn5G66ec4qOPPiIqKopnn302u0PJNXx9fTl16hSRkZHMnDkzxTHDhg0zjtPbyu1BsmPHDj7//HPy5cuX4z4bDyuTycSlS5f4888/+eijj1Ics3nzZk6cOAFAuXLlPBhd5ly5cgVIf3svEUmZexsCioiIiIiIiIiIiIiIPGBu3rzJnTt3Mjzfz88Pf39/N0aU81mtVjp37kzRokXZu3cvly5dAqB79+5O50RHR2dqzyJFimSoCsTu3bupUqUKn3/+eab2fxAlJCRw+fLlTK1RtGjRdM8JDw9n7NixxMfH8+mnn3Lo0CHat29P8eLF2bdvHxEREUZ7rFKlStGyZctMxeiK7Pqcnzt3jjx58hAREZHhvR9k165dc6iKkpq4uDiuXbsGwKVLl/Dx8SF//vwZqg4VGhrKrl27iIqKonXr1vTv359KlSpx7tw5Fi5cyOLFiwFb4smnn36a7vXTKzY2lpiYmAzNPXv2LBs3biQ2NpbTp08DUKBAAXeGJ5JrKWFGRERERERERERERERytfbt23Pq1KkMz69ZsybfffedGyPK+cxmM/v37ycxMdG4r1ixYrz55ptO59SrVy9Te86ePZsaNWqke978+fMzte+DbOfOnakmMbnCntiSHn5+fowePZr33nuPxMREFi1axKJFi5KNe+SRR5g9e3am4nNVdn3O27RpQ5s2bTK874OuadOmRru2jOjYsaPTKjGp+frrr2nRogUxMTH8/fffvPXWW8nGmEwmPvjgA8qXL5/h+Fw1Z84cPv74Y7et16FDB7etJZKbqSWTiIiIiIiIiIiIiIiIpNtjjz0G2C46V6xYkeXLl2dzRJKTdOzYkcWLF1O1alXy5Mlj3O/t7c0jjzxCv3792LRpE8WLF8/GKOVhVbhwYX777Te6dOlCYGCg0cLIy8uLfPny0bBhQ5YvX054eHg2R5o+Pj4+PP/887z99tvZHYrIQ0EVZkREREREREREREREJFdbvXp1dofwQFq/fn26xmekUolkTo0aNbL1eS9fvjzff/99tu2flD7n2WP79u0uj42NjWXv3r0AVK5cGV9f30ztbTab+eCDD/jggw8ytY47vPTSS7z00kvZHYaI3EcVZkREREREREREREREREREREQkV1HCjIiIiIiIiIiIiIiIiIiIiIjkKkqYEREREREREREREREREREREZFcxZzdAYiISM4QNWKTW9cr+Ul9t64nIiIiIiIiIiIiIiIiIuIuqjAjIiIiIiIiIiIiIiIiIiIiIrmKEmZEREREREREREREREREREREJFdRwoyIiIiIiIiIiIiIiIiIiIiI5CpKmBERERERERERERERERERERGRXEUJMyIiIiIiIiIiIiIiIiIiIiKSqyhhRkRERERERERERERERERERERyFXN2ByAiIpKWqBGb3LpeyU/qu3U9EREREREREREREREREXmwqMKMiIiIiIiIiIiIiIiIiIiIiOQqSpgREREREREREREREZGHVmxsbHaHkOPpOco6em7TpudIRESyi1oyiYiIiIiIiIiIiMhD77PObbI7hCw1bN6SLF3fYrE43F6wYAGhoaEuza1bty6XLl0ybh8+fNhtcTVr1oxTp05hMpk4ePCgwzmr1cpbb73FsWPHWLhwocvzMsP+PFWrVo25c+dm236uunDhAn379qVKlSqMHj3abXG5m/35s6tbty7Tp093ae64ceOYOnWqcbtjx4589NFHbolrxowZfPzxxwC8+eab9O3b1+H8kiVLeO+99/jzzz/TNS+jnL3PPL1fenz88cesWrWK9evXuyUmu8x+NkREJHdQhRkREREREREREREREUmXSZMmuTTu3LlzDskynhQWFsayZcu4fft2tuz/IGjUqBGHDx8mPj4+u0NJl+3bt7s8dvHixVkYiXMTJ05k2LBh3LlzJ1v2fxB069aNGTNmcOPGjewORUREciklzIiIiIiIiIiIiIiISLps2bLFpXFffvllFkfiXExMjNNzgYGBmM1m/Pz8PBKLp/dzVUJCQnaHkCH37t1j8+bNaY67fPky58+f90BEyUVFRTk9FxAQgNlsxmw2kz9//iyPxdP7uSo6OjrL1jaZTJhMphz1eEVEJOdRSyYREREREREREREREXGJr68vsbGx3Lp1iz179qTZlmnt2rWA7eJ1TkrOWLBgwUO938PKZDKRmJhIYmIi06ZNo27duqmO/+qrr4x5Oen917FjRzp27PjQ7pcTuLP1mYiIPLxUYUZERERERERERERERFxisViM47TaMh09epRr164BULZs2awMS3KRcuXKAbBjx440x65cuRKA8uXLZ2lMIiIi8mBSwoyIiIiIiIiIiIiIiLjEx8eHxx9/HEi7LZO9HVPhwoUpUKBAimO2b9+OxWLBYrHw9ttvO12rQoUKWCwWGjdunGaMzZo1w2KxcOPGDQBOnTpl7HH/mJCQkDTXc4e09jt58iQ9e/YkNDQUi8VCcHAwzzzzDDNmzAAw4rffTsn58+fp3r07lStXNtaoUaMGH3zwQbKx9ufT7ocffsBisVCjRo1MPU6A2rVrY7FYqFixYqrjRo4caTyurVu3urx+p06dAFtbpk2bNjkdd+bMGS5dugRA586dnY6rUaMGFouFatWqOR3To0cPI9a7d++mGt+MGTOwWCz88MMPxn32ue+++67DGIvFwtSpU1Ndzx3S2i8hIYFx48ZRq1YtQkJCsFgshIaG0r9/f27fvk2rVq2wWCw0a9Ys1X3GjBlDrVq1CA4OxmKxUKlSJTp37szp06cdxtmfz1OnTgFw48YNI77t27e75THb1+vatatb1hMRkYeTEmZERERERERERERERMRl7dq1A+DWrVvs3r3b6Th7MkPz5s09EteDasOGDbRo0YKtW7dy7949ABITE7ly5Qoff/wxAwYMSHONs2fP0rhxY7Zv305sbKyxxo0bN5gzZw6tW7fO0seQVJs2bQCwWq0sXLjQ6bhVq1YBEBAQwNNPP+3y+j169MBksl3eioiIcDrOnrBVsGBBnnjiCZfXz23u3r1LkyZNmDp1KjExMUbrqnv37rFhwwbq1auXZpIQQJMmTZg+fToxMTEkJiYCEBcXx59//klYWBhHjhzJ0schIiKSEUqYERERERERERERERERl/Xu3RsvLy8AJk+enOKYffv2cfPmTQBeffVVj8UG8PPPPxMZGUlAQAAAQUFBREZGEhkZ6dE4XHH58mUGDhxoJCk0b96cBQsW8NNPP9GmTRu8vLxYv359muucP3+e+Ph4KleuzMSJE/n555/p168f3t7eAPz9998O1Wnufz7atGlDZGQka9asyfRjGjRokHH87bffpjjm6NGjXL16FcClqkFJmc1mo8XSzp07nY6zP2/PPvtsutbPrG7duhEZGWkkDsH/f77ff/99j8biiq5du3L27FkASpQowX//+19WrlzJO++8Q0BAALdu3eLMmTOprpGQkEBUVBT58+fnzTffZMmSJXz66acUL14cgPj4eF577TVj/OTJk4mMjCQoKAiwJU3Zn6PUKv2IiIi4mzm7AxARERERERERERERkQeHn58fZcqU4fjx4/z+++8pjvnqq68AKF68uHHR3FMCAgIICAgwknq8vb0pWrSoR2Nw1ZAhQ4xkmZEjR9K9e3fj3GeffUbTpk0ZOnSoS2t17tyZ0aNHG7crVKhApUqVGDJkCGBLJHrppZcAW5uspPLmzeu25ygwMJDSpUtz8uRJDh48SEJCglERxs5e/QUw4kuPLl268MEHH3Dv3j02btxIgwYNHM4fPXqUa9euAbYEnvtbAmUlX19fihYtSt68eY37cur7b/PmzRw4cACAcuXKsWzZMuNcmTJl6NixIw0bNjTam6UmMDCQX3/91Xjc5cuXp02bNlSrVo07d+5w6tQp473g7++Pv7+/kdDl5eWVY58jERF5uKnCjIiIiIiIiIiIiIiIpEuHDh0AuH37Nrt27Up23p5Ik7TKhiRnf+6CgoIckmXsWrZsSaVKldJcx8fHxyFZxi4sLAyz2fa30xcvXsxktK7r1q0bYKss8v333yc7v3HjRsCWUFWqVKl0r9+lS5dU2zLZE3KKFCmSofVzi4kTJxrH06dPT3be39+fTz75xKW1hg8f7pAkBGAymahatapx+8SJExkLVEREJIsoYUZERERERERERERERNKlV69eRgWXKVOmOJzbsmULd+7cAWDAgAEej+1BsXHjRuLj4wFo0qSJ03GdO3dOcy17a5uU2JMY4uLi0hlhxvXs2dOoHnJ/wsyuXbu4desWAO3atcvQ+iaTieDgYCDltkybNm0CbAlD4tz+/fsBKFSoEI8++miKY5o2bYqPj0+aaz333HMp3l+sWDHj+NKlSxmIUkREJOsoYUZERERERERERERERNLF19eXcuXKAbYEmaQmT54MQKlSpShQoIDHY3tQ2JMVAJ566imn4+rWrZvmWvnz53d6zp7YZG/95Akmk4nKlSsDcOTIEWJjY41z9nZdXl5eDBw4MMN72CvyxMbGsmHDBuP+PXv2cPPmTQBeffXVDK+fG9y9excgzbZpBQsWTPW8l5cXvr6+KZ6zVzgCsFqt6YxQREQka5nTHiIiIiLORI3Y5La1Sn5S321riYiIiIiIiIhktU6dOvHxxx9z+/ZtduzYQfXq1QHYvn07AC+88EJ2hpfjJW2RlFpiUZEiRdJcy5UKIJ42cOBA+vfvT2JiIrNmzaJPnz4A/PHHHwD84x//wM/PL8Prd+zYkZEjRxIfH8/06dNp1KgRAF9//TUAjz32GEWLFs3cg3jI2ZOo7m+ldL88efKket6elCUiIvKgUYUZERERERERERERERFJtx49emAy2S4zTJ06FYB169YRGxuLl5cXvXv3dttenqyO4ikBAQHG8bVr15yOu3r1qgeicb9GjRqRL18+AH744QfA9v64d+8eYGvblFkVK1YEbG2e7OwVj5y1CMoIe8wPK3sLNWeSVggSERF5mChhRkRERERERERERERE0s1sNlO+fHkAtm7dCkBERAQA5cqVS7NqBThWRnF2UT42NpbExMTMhpvjhIaGGsd79+51Os5ekeVBVL++raLy8ePHsVqtTJs2DbC9d8LDwzO9/osvvgj8/7ZMW7duNZI/+vfv79IarrSsun79eiYjzZnsn9Gk1Y5SEhMT44lwREREPE4JMyIiIiIiIiIiIiIikiFdunQB4Pbt2+zevZvdu3c73J+WwMBA4/jKlSspjlm8eHHmgsyhnn32WSNZY8OGDU7H2auzPIiGDh0KQGJiIvPmzTPeH/b2XZnVtm1bzGYzADNmzGDKlCkAlC5d2qGCT2rsSVupVVE5e/ZsumN7ENoU/eMf/wBsVYyio6NTHLN9+3ZVmBERkYdWrkyYWbFiBX369OHpp5+mUqVKNGrUiDfeeIPff/891XlxcXF8++23dOzYkapVq1KlShVat27N+PHjUy2XKCIiIiIiIiIiIiLyMOrSpYvRlmnEiBHExcVhMpno3r27S/NLly5tJBb8+eefWK1Wh/OxsbGMGzcuQ7HZ47p/zZzCbDbz1FNPAXDq1Cl+/vnnZGP++OMPj1SYyaqEiHLlylGkSBEAvvrqK+O1eO2119y2h71Sz65du9i+fTsAL7zwgsvzixcvDkB8fDxLlixJdn706NEZen7siTwAt27dSvd8Txg8eLBx3Ldv32TnrVYrr7/+epbt7+3tDTycLddEROTBkKsSZmJjYxkyZAivv/46kZGRXLt2jbi4OM6dO8eyZct46aWXGDlyZIqlHe/du8fLL7/MRx99xN69e7l9+zZ37tzh77//ZtKkSTz33HMcOXIkGx6ViIiIiIiIiIiIiEj2MJlMhISEAHDs2DEAQkJCjGQVVzz++OMA3L17l8aNG7NixQqOHj1KREQEdevW5cqVKxmq1uHn5wfA+fPnWbduHUePHk33Glntiy++cEg4Gjp0KHv27OHQoUOMHDmSXr16OYx3d9US+3qRkZHs27ePEydOuHV9gNatWwNw+fJlAPz9/Xn66aeTjatZsyaVKlWiZs2a6Vr/pZdeAmzvn7t37+Ll5UXv3r1dnp80uWb48OGMHz+ev/76i/Xr19O5c2dmz56doee9WLFixvGoUaM4efKk0you2aVRo0ZYLBYADh48SLNmzVi+fDknT55k3rx51KtXj0uXLmXZ/gUKFABsCUXz58/nxIkT3L59O8v2ExERuV+uSpgZO3YsK1euBKBFixbMnz+f3377jQULFtCiRQsA5s2bx6RJk5LNffvtt9m2bRs+Pj688cYbrF27lk2bNvHhhx9SoEABLl68yIABA/SDXERERERERERERERylfurybz44ovpmj9u3Dij0sSFCxd4/fXXadWqFWPHjuX69etYLBZKly6d7rjsbX8SEhIYOHAgrVq1MiqQ5BSPPvoo//3vf42EjOXLl9OpUyfatWvHvHnzSEhIoFy5csZ4e/sgd3nssccAWzusDh060KpVK7euD45VTMDWiiolt27dIi4uLt3VWMLCwhyel/Lly+Pr6+vy/BdffJEnnngCsFWZmTRpEm3atGHAgAH8+eefmM3mZIlLrrBfdwJYtGgRzZs354033kj3Ollt7ty5FC5cGLBVOho6dCjNmzdn5MiRXL16lcDAQOPzaf+vuyR9L7z//vuEhYUxf/58t+4hIiKSGnPaQx4O586dY+7cuQC0adOGzz77zDhXpEgRvvjiCwYOHMi6deuIiIjgpZdeIl++fADs2bOH5cuXA/Duu+/StWtXY254eDghISF07dqVM2fOMHPmTAYOHOjBRyYiIpKyqBGb3LZWyU/qu20td8YF7o1NRERERERERNKvQ4cOvP/++8THx2M2m2nfvn265oeGhrJ69WrefPNN9u7dS1xcHF5eXhQsWJAuXbrwxhtvEBYWlu64xowZw8WLF9mxYwfx8fGYTCYOHTpEjRo10r1WVmrZsiVPPvkkw4cP59ChQ1itVry8vChcuDBDhw4lISGBf/3rX4CtOos7zZgxg969e3PmzBmj+v7169eNyh/uUKBAAZ544gmOHz8OwNChQ922tl3VqlWN1lVdunRJ9/wVK1bw0UcfsXDhQmJiYgDw9fWlSpUqfP7556xYsSLda5YtW5Z//vOffPHFF8YfW9+4cSPd62Q1f39/Nm/ezHvvvcfKlSu5efMmAHny5KFRo0aMGzeOqlWrAqQrEckVAwcO5PDhw6xevdp430dFRbl1DxERkdR4JabUf+ghNHv2bEaPHg3AsmXLHDKy7ZYvX278ovbTTz9RsWJFwPbL2/LlywkKCmL16tUpZtD+85//5KeffiIoKIh169a5Pf7Y2Fj27t0LQOXKlVP9paTyzMpu3Xtvr71uW8udsbkzLtCF5YzILbG5+2J8To0tt7yekHNj03stY5QwIyIiIiIiIiIPs6+//povvvgCgPnz5/PUU09lc0RZp23bthw/fty4HiI5Q3BwMImJidSuXZuZM2dmdzgusbeaql69OnPmzMnmaMRV6bkeKiLiDrmmJVP37t3ZsGEDM2bMSDFZ5n72pJjExEQiIyMBaNiwodNyc02aNAHgzJkzHDx40E1Ri4iIiIiIiIiIiIjIw6ply5Z06NCBefPmOR1jr5wCGH/o+7A6c+YMgYGB2R1GrvGvf/2LFi1apNoqavfu3Ub1oeDgYE+FlilJ23op4UJERFKTaxJmwNaL85lnnknxXFxcnJFh+thjjxlJNVFRUUaJvNR+EQ0JCTGO9+3b566QRURERERERERERETkIRUdHc2+ffv49NNPUzx/9OhRtm7dCkDRokUxm82eDM+jBg4cyM2bN+ncuXN2h5JrWK1Wjh8/zrJly/jtt99SHDNixAjjODw83FOhZcqhQ4eM48KFC2djJCIiktM9vL9ZueD27dtcvHiRnTt3MmPGDA4fPoyPjw8ffPABPj4+gC2b2S4oKMjpWsWLF8fb25v4+HiHOSIiIiIiIiIiIiIikrPdvHmTO3fuZHi+n58f/v7+6Z7XuHFjFi5cyI0bN2jYsCGvvvoqNWrU4PLly6xatYrvv/+ehIQEAD788MMMx+eqhIQELl++nKk1ihYtmqF5R44cISwsjEGDBmVq/wdRbGwsMTExGZ7v7e2docSQPn368MMPPwDQt29funbtSosWLShQoAA7d+5k8uTJnD17FoAaNWq41MEhs65du0ZcXFyG5i5btgxvb29mzJhh3FejRg03RSYiIg+jXJ0w07t3b3bt2mXcfuyxxxg/fjxVq1Y17rt69apxXLBgQadrmc1m8uXLx82bN7l+/XrWBCwiIiIiIiIiIiIiIm7Xvn17Tp06leH5NWvW5Lvvvkv3vP/85z/s2LGDqKgozp8/z8iRI1McN3DgQJ599tkMx+eqnTt30r1790ytcfjw4QzNW7t2bab2fZDNmTOHjz/+OMPzvb29OXDgQLrnlS1bln79+jFlyhSsViuzZs1i1qxZKY6bOnVqhuNLj6ZNmxqdHzIrT548D0xVHBERyR65qiXT/c6fP+9w+9y5c3z44YcOSTT37t0zjvPkyZPqennz5gXg7t27boxSREREREREREREREQeRmazmbVr1zJw4EAeeeQRTCbbZRsvLy/y5MlDjRo1WLBgAUOHDs3eQOWhNWzYML799luCg4Px9fU17jebzZQoUYIRI0awfPly/Pz8sjHK9Hv00UeZM2fOQ93GTEREMi9X/5SYPn06JUuW5ObNm6xdu5Zx48axf/9+Xn75ZWbMmEGVKlXw9vY2xnt5eaW6XmJiIoDxC62IiIg8WKJGbHLreiU/qe/W9UREREREREQka6xevTpb9x86dGiOSIqpUaNGhivESMa99NJLvPTSS9m2/9NPP83ChQuzbf+ktm/fnt0hiIhILpKrMzvKli2Lr68vhQsXplOnTsyaNYs8efJw584dxowZA+CQMZu02kxK7OfTqkQjIiIiIiIiIiIiIiIiIiIiItknVyfM3O/JJ5+kbdu2gK1P55UrV8ifP79xPrWeiVarlTt37gBQqFChrA1URERERERERERERERERERERDJMCTP3qVixonEcFRVFmTJljNtnz551Ou/ChQvEx8cDUKJEiSyLT0REREREREREREREREREREQyJ9ckzEyePJlu3boxaNCgVMclbbuUN29eihUrZlSMOXjwoNN5Bw4cMI5DQkIyGa2IiIiIiIiIiIiIiIiIiIiIZJVckzATHR3Njh07WL9+PRcuXHA6btOmTQD4+/sb1WUaNmwIwIYNG0hISEhx3tq1awEoWrQowcHBboxcRERERERERERERERERERERNwp1yTMtGnTBgCr1cpnn32W4pilS5cSGRkJQPv27fH19QXg+eefB+DEiRPMnTs32bw9e/awePFiAHr16oWXl5e7wxcRERERERERERERERERERERNzFndwCeUqVKFdq1a8fChQtZuHAh169fp2/fvjzxxBNcvnyZn3/+mRkzZgBQunRpBg8ebMx95plnaNy4MevWreOjjz7i4sWLdOzYkbx587JhwwY+/fRTrFYrJUuWpGvXrtn0CEVERORhFjVik9vWKvlJfbetJSIiIiIiIiIiIiIi8iDKNQkzAP/+97+5c+cOq1atYv369axfvz7ZmJCQECZMmEBgYKDD/Z988gl9+vRh7969TJo0iUmTJjmcf+SRR4iIiCAgICArH4KIiIiIiIiIiIiIiIiIiIiIZFKuSpjx9fXlyy+/ZM2aNSxYsIA9e/Zw/fp1AgICCAkJoXXr1jz//PP4+Pgkm1uwYEHmzp3L3LlzWbx4MUePHiU2NpagoCCeffZZ+vbtS5EiRbLhUYmIiIiIiIiIiIiIiIiIiIhIeuSqhBm7pk2b0rRp03TP8/HxoWfPnvTs2TMLohIRERERERERERERERERERERTzBldwAiIiIiIiIiIiIiIiIiIiIiIp6khBkRERERERERERERERERERERyVWUMCMiIiIiIiIiIiIiIiIiIiIiuYo5uwMQEREREREREREREclqUSM2ZXcIWarkJ/U9sk9sbCwff/wx69atIzo6mvj4eAC8vb0JDAykVq1a/POf/6R48eLJ5jZr1oxTp05hMpk4ePCgR+JNS06MSUREREQ8QxVmREREREREREREREQkTWvWrKF69erMmTOH8+fPG8kyAPHx8Vy+fJnly5fTsGFDxo0bl42RioiIiIikTRVmREREREREREREREQkVQcOHGDw4MEkJCTg5eVF48aNadeuHRaLBS8vLw4dOsQvv/zC+vXrSUxMZOrUqfj5+fHqq68aawQGBnL27Fny5s2bjY9ERERERMRGCTMiIiIiIiIiIiIiIpKqd955x0iWmTt3LlWrVnU4X7p0acLCwtiyZQu9evUC4KuvvqJfv36YzbZLEQsWLPB43CIiIiIizqglk4iIiIiIiIiIiIiIpOrIkSMAlCtXLlmyTFK1a9emUaNGAFitVhYvXuyJ8ERERERE0k0JMyIiIiIiIiIiIiIikqr4+HjAlgSTls6dO5MnTx4KFChAbGyscX+zZs2wWCyEhIQ4jH/33Xcd7v/pp59o1KgRISEhxv3NmjVjw4YNqe4bERFBnTp1jHkVK1akW7duXL58mT59+mCxWKhRo0Y6HzlMmDCB+vXrG+sGBwfz9NNPM3r0aBISEtK9noiIiIjkDGrJJCIiIiIiIiIiIiIiqfLx8SEuLo4TJ06wYsUKWrRo4XRs48aN2bNnT4b2efvtt/nll18c7ktISODUqVP079+fN998k759+yab16FDB/bt2+dwn9VqZceOHTRo0IB//OMf6Y7l5s2bPPfcc5w9e9bh/sTERK5du8bs2bNZunQpCxcu5NFHH033+iIiIiKSvVRhRkREREREREREREREUlW7dm3j+PXXX+fZZ59l3LhxnDlzxm17JCQk8Msvv+Dj40OfPn1YsmQJs2fP5umnnzbGjB8/PlmVm8GDBxvJMoGBgYwePZqVK1fyn//8h0ceeQSr1cqhQ4fSHU+7du2MZJmyZcvy6aefsmbNGiZPnmxUqrl27Rrt27dXpRkRERGRB5ASZkREREREREREREREJFX/+9//CAwMNG6fPXuWqVOn0rhxY0JDQ2nbti1jx47l/PnzmdrH29ubNWvWMHz4cMqXL0+NGjX49ttvqVSpEmBrDbV06VJj/OnTp1m1ahUAhQsXZtOmTXTu3JkyZcrQoUMHNm3aRIkSJdIdxzfffENUVBRgq5izfPly2rZtS6lSpWjUqBGzZ8+mX79+AFy5coX//ve/mXrcIiIiIuJ5SpgREREREREREREREZFU+fn5sWnTJho0aJDs3L179zh8+DARERE0bNiQRo0asWXLlgztU79+/RTbG7Vp08Y4PnjwoHE8adIk43jcuHH4+vo6zDOZTHzzzTfpjmPGjBmALYHnyy+/THHMsGHDCAgIAOCHH35I9x4iIiIikr2UMCMiIiIiIiIiIiIiImny9fVl6tSpbN26lT59+lCmTBm8vb2TjTt37hy9evVi1KhR6d6jfv36Kd5fqlQp4/jWrVvG8W+//QaAj48PdevWTXFumTJlHKrjuOLChQsAFClShKtXrxIdHZ3ivzJlygBw9epVtWUSERERecCYszsAERERERERERERERF5cAQGBjJ8+HCGDx8OwO7du/nxxx/ZtGkTZ8+eNcbNnTuX4OBgunTp4vLaQUFBKd7v5+dnHCdNTLl27RoABQsWTHXdxx57zBiblgsXLpCYmAjAxYsXqVevnkvzzp075zR+EREREcl5VGFGREREREREREREREQy7KmnnmL06NGsX7+eVatW8fjjjxvnvvjii3St9f/Yu+/wKKq2j+O/2YQkQOi9FwsgoID6KA8iUlREaYIIohTpigUQASlSVIhI81EQkABBukgNvRdRitJBBQFBMKEHCGlk3j+4dl9iKmE2O2G/n+viMmbK3pmZM+fM2XvO8ff3v6P1Y2JiJCnRVEz/ljVr1jTv89y5c3cUg1N4eHi6tgMAAIBnMMIMAAAAAAAAAABI1vDhw/Xrr78qe/bsmjp1aorrlipVSmvWrFGVKlV048YNXbp0ya2x+fj4KC4uTtHR0Smud+PGjTTv8/bRaqpUqaK5c+emOz4AAADYFwkzAAAAAAAAAAAgWStWrFBYWJgk6fr168qePXuq29x33306cOCAa2ojd8mdO7fCwsIUERGR4np3MvrL7dMqOf/u5MTHx8vhYDB/AACAzIhWHAAAAAAAAAAASFalSpVcPw8aNChN2zgTTe5kKqT0qFq1qiQpNjZWO3bsSHKdc+fO6cKFC2nep8PhUJ48eSRJ//zzjy5evJjsutWrV1f58uX1n//8R/Hx8XcQOQAAADyNhBkAAAAAAAAAAJCsPn36yDAMSdKyZcv0zTffpLj+V199pXPnzkmSGjRo4NbYPvjgA9fPvXr1SjJppUOHDne83+bNm0uSTNNU27Ztk1zniy++0OXLl2WapvLly8dIMwAAAJkMrTcAAAAAAAAAAJCsUqVK6f3333f9/5gxY1SjRg19+umn2rZtm06dOqVff/1VX331lerWrav//e9/kqS8efOmeUSa9CpRooRq164t6da0SzVq1NC8efN08uRJhYaGqm7duvrtt9/ueL89e/ZU3rx5JUm///67atSooZkzZ+rEiRPavHmz2rVrOkb3agABAABJREFUp8mTJ0uSDMPQF198Yd0fBQAAgAzh6+kAAAAAAAAAAACAvXXt2lVZsmTR6NGjFRcXp/PnzyskJEQhISFJrl+6dGnNnj1bAQEBbo9t/PjxevHFF/Xnn3/q4sWLGjhwYILlAQEBcjgcioyMTPMoMA6HQ4sWLVKTJk108eJFnT9/XkOHDk20nmEY+vTTT1WxYkVL/hYAAABkHEaYAQAAAAAAAAAAqerQoYN27NihN954QyVLlpSfn59rqibDMOTv76+KFStq5MiRWrVqlWuEFndzOBxasWKFOnfurNy5c7tiypIli5588klt2rRJfn5+kiRf37S/R1yoUCFt375dnTt3VsGCBRMk2wQEBOg///mP1qxZo2bNmln7BwEAACBDMMIMAAAAAAAAAOCeV3xETU+HcE/Inj27BgwYoAEDBtzxtmvWrEny959++qk+/fTTFLf973//m+rUSr169VKvXr2SXBYTEyNJypEjR5piSut+AQAAkHkxwgwAAAAAAAAAAMiUJk2apGeffVYdOnRQXFxckutcvHhRkZGRkqRSpUplZHgAAACwMRJmAAAAAAAAAABApuTn56e//vpLW7du1fTp05Nc5/bRYZo2bZpRoQEAAMDmSJgBAAAAAAAAAACZUosWLeTj4yNJGjlypHr37q0ff/xRx44d0+LFi9WoUSP9+OOPkqQSJUrohRde8GS4AAAAsBFfTwcAAAAAAAAAAACQHtmyZdPQoUM1YMAAmaapJUuWaMmSJYnWy58/v2bOnOmBCAEAAGBXjDADAAAAAAAAAAAyrebNm2vp0qWqWrWq/P39Xb/38fFR/vz51blzZ23ZskWFChXyYJQAAACwG0aYAQAAAAAAAAAAmdoDDzygOXPmeDoMAAAAZCKMMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvAoJMwAAAAAAAAAAAAAAAPAqJMwAAAAAAAAAAAAAAADAq5AwAwAAAAAAAAAAAAAAAK9CwgwAAAAAAAAAAAAAAAC8CgkzAAAAAAAAAAAAAAAA8CokzAAAAAAAAAAAAAAAAMCrkDADAAAAAAAAAAAAAAAAr+Lr6QAAAACQuZ3uu8WyfRUfUdOyfVkZl2RtbAAAAAAAAAAAwLMYYQYAAAAAAAAAAAAAAABehYQZAAAAAAAAAAAAAAAAeBUSZgAAAAAAAAAAAAAAAOBVSJgBAAAAAAAAAAAAAACAVyFhBgAAAAAAAAAAAAAAAF6FhBkAAAAAAAAAAAAAAAB4FRJmAAAAAAAAAAAAAAAA4FVImAEAAAAAAAAAAAAAAIBXIWEGAAAAAAAAAAAAAAAAXoWEGQAAAAAAAAAAAAAAAHgVEmYAAAAAAAAAAAAAAADgVXw9HYCnbNq0SQsWLNCePXt08eJF+fn5qVSpUqpVq5batGmjvHnzJrldbGysZs+erSVLlujYsWMyTVPFihVTvXr11L59e+XOnTtj/xAAAAAAAAAAAAAAAADcEa9LmImLi1Pfvn21dOnSBL+PjY3VoUOHdOjQIc2bN09ff/21qlatmmCd6OhodejQQTt37kzw+6NHj+ro0aP64YcfNGXKFD344INu/zsAAAAAAAAAAAAAAACQPl43JdOoUaNcyTJ169bV7Nmz9dNPP2nJkiXq1auXsmbNqgsXLqhr164KCwtLsG2fPn20c+dOZcmSRT169NC6deu0ZcsWDRs2TDlz5lR4eLi6du2qyMhIT/xpAAAAAAAAAAAAAAAASAOvSpgJCwtTSEiIJKlhw4YaP368qlWrpjx58qhcuXLq3LmzQkJC5Ovrq8uXL2vixImubfft26cVK1ZIkvr376+uXbuqePHiKliwoFq0aKHg4GBlyZJFf//9t6ZPn+6Rvw8AAAAAAAAAAAAAAACp86qEmbVr1youLk6S1KNHjyTXefjhh1W7dm1J0saNG12/Dw4OliQVK1ZMLVq0SLRd5cqV1bBhQ0nS/PnzrQwbAAAAAAAAAAAAAAAAFvKqhJnw8HAFBAQof/78KlasWLLrlSxZ0rW+JJmmqa1bt0qSatWqJR8fnyS3q1u3riTp77//1uHDh60MHQAAAAAAAAAAAAAAABbxqoSZHj16aO/evVq1alWK6508eVKSlCtXLknS6dOndfXqVUlSxYoVk92uQoUKrp8PHDhwt+ECAAAAAAAAAAAAAADADbwqYcYpMDAw2WVnz57Vpk2bJEnVqlWTdGvEGKeURqYpVKiQa/SZ27cBAAAAAAAAAAAAAACAfXhlwkxy4uPjNXDgQMXGxkqSXnvtNUnSpUuXXOs4R51Jiq+vr7JmzSpJioiIcGOkAAAAAAAAAAAAAAAASC8SZm7z2WefacuWLZKkF198UdWrV5ckRUdHu9bx9/dPcR8BAQGSpKioKDdFCQAAAAAAAAAAAAAAgLvh6+kA7MA0TX322WeaMWOGJOnBBx/UsGHDXMud0yxJkmEYqe5LkhwOcpEAAAAAAAAAAAAAAADsyOsTZmJiYtSvXz8tW7ZMknTfffcpODhY2bNnd62TLVs218+3jzaTFOfy1EaiAQAAAAAAAAAAAAAAgGd4dcLMxYsX9fbbb+uXX36RJFWsWFHffvut8ubNm2C9HDlyuH6+evVqsvuLi4vTjRs3JEl58uRxQ8QAAAAAAAAAAAAAAAC4W147b9CJEyfUsmVLV7JMzZo1NWPGjETJMpJUunRp189nzpxJdp9hYWG6efOmJKlo0aLWBgwAAAAAAAAAAAAAAABLeGXCzJEjR9SyZUudPHlSktSiRQt98803CaZhul3BggVdI8YcPnw42f0eOnTI9XOFChUsjBgAAAAAAAAAAAAAAABW8bqEmZMnT+rNN9/UpUuXJEnvvfeehg0bJl/flGenqlWrliRp48aNio+PT3KddevWSZIKFCig8uXLWxg1AAAAAAAAAAAAAAAArOJVCTMxMTHq0aOHLly4IEnq16+f3nrrrTRt26RJE0m3pnKaPXt2ouX79u3T0qVLJUlt27aVYRjWBA0AAAAAAAAAAAAAAABLpTysyj1m3rx5OnjwoCSpfv36euWVV3T9+vUUt3FO01S9enXVqVNH69ev16effqrw8HA1b95cAQEB2rhxo0aOHKm4uDgVL15crVq1cvvfAgAAgMzrdN8tlu6v+Iialu3LytisjAsAAAAAAAAAACt5VcJMSEiI6+eVK1dq5cqVqW7z22+/uX4eMWKEOnTooP379+ubb77RN998k2Dd/Pnza8qUKQoMDLQuaAAAAAAAAAAAAAAAAFjKaxJmLl26pJMnT97VPnLlyqXZs2dr9uzZWrp0qY4dO6aYmBgVK1ZMtWvXVqdOnZQvXz6LIgYAAAAAAAAAAAAAAIA7eE3CTJ48eRKMFpNeWbJkUZs2bdSmTRsLogIAAAAAAAAAAAAAAEBGc3g6AAAAAAAAAAAAAAAAACAjkTADAAAAAAAAAAAAAAAAr0LCDAAAAAAAAAAAAAAAALwKCTMAAAAAAAAAAAAAAADwKiTMAAAAAAAAAAAAAAAAwKuQMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvAoJMwAAAAAAAAAAAAAAAPAqJMwAAAAAAAAAAAAAAADAq5AwAwAAAAAAAAAAAAAAAK/i6+kAAAAAACAtTvfdYtm+io+oadm+AAAAAAAAAACZDyPMAAAAAAAAAAAAAAAAwKuQMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvAoJMwAAAAAAAAAAAAAAAPAqJMwAAAAAAAAAAAAAAADAq5AwAwAAAAAAAAAAAAAAAK9CwgwAAAAAAAAAAAAAAAC8CgkzAAAAAAAAAAAAAAAA8CokzAAAAAAAAAAAAAAAAMCrkDADAAAAAAAAAAAAAAAAr0LCDAAAAAAAAAAAAAAAALwKCTMAAAAAAAAAAAAAAADwKiTMAAAAAAAAAAAAAAAAwKv4ejoAAAAAAMjMvu663tL9vf1NHcv2dbrvFsv2JUnFR9S0dH8AAAAAAAAA4CmMMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvAoJMwAAAAAAAAAAAAAAAPAqJMwAAAAAAAAAAAAAAADAq5AwAwAAAAAAAAAAAAAAAK9CwgwAAAAAAAAAAAAAAAC8iq+nAwAAAAAAeJ/TfbdYtq/iI2pati/J3rEBAAAAAAAAsAYjzAAAAAAAAAAAAAAAAMCrkDADAAAAAAAAAAAAAAAAr0LCDAAAAAAAAAAAAAAAALwKCTMAAAAAAAAAAAAAAADwKiTMAAAAAAAAAAAAAAAAwKuQMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvIqvpwMAAAAAgMzsm+rvWbq/t7Xf0v3h3nG67xZL91d8RE1L9wcAAAAAAABkJowwAwAAAAAAAAAAAAAAAK9CwgwAAAAAAAAAAAAAAAC8CgkzAAAAAAAAAAAAAAAA8CokzAAAAAAAAAAAAAAAAMCrkDADAAAAAAAAAAAAAAAAr0LCDAAAAAAAAAAAAAAAALwKCTMAAAAAAAAAAAAAAADwKiTMAAAAAAAAAAAAAAAAwKuQMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvAoJM5I++eQTlStXTvPnz0913djYWIWEhKh58+aqWrWqqlSpohdffFFjxozR5cuX3R8sAAAAAAAAAAAAAAAA7oqvpwPwtHXr1mnmzJlpWjc6OlodOnTQzp07E/z+6NGjOnr0qH744QdNmTJFDz74oDtCBQAAAAAAAAAAAAAAgAW8eoSZDRs26P3331d8fHya1u/Tp4927typLFmyqEePHlq3bp22bNmiYcOGKWfOnAoPD1fXrl0VGRnp5sgBAAAAAAAAAAAAAACQXl45wkx8fLy+/vprjR8/Ps3JMvv27dOKFSskSf3791erVq1cy1q0aKEKFSqoVatW+vvvvzV9+nR169bNLbEDAAAAAGA3p/tusXR/xUfUtHR/AAAAAAAAwL953QgzW7duVZMmTfTVV18pPj5eFStWTNN2wcHBkqRixYqpRYsWiZZXrlxZDRs2lCTNnz/fuoABAAAAAAAAAAAAAABgKa9LmOnQoYN+++03ZcmSRe+8847Gjh2b6jamaWrr1q2SpFq1asnHxyfJ9erWrStJ+vvvv3X48GHLYgYAAAAAAAAAAAAAAIB1vC5hxjAM1atXT4sXL1b37t3lcKR+CE6fPq2rV69KUooj0lSoUMH184EDB+4+WAAAAAAAAAAAAAAAAFjO19MBZLQVK1aoTJkyd7TN33//7fq5WLFiya5XqFAh+fj46ObNmwm2AQAAAAAAAAAAAAAAgH143Qgzd5osI0mXLl1y/ZwrV65k1/P19VXWrFklSREREXceHAAAAAAAAAAAAAAAANzO6xJm0iM6Otr1s7+/f4rrBgQESJKioqLcGhMAAAAAAAAAAAAAAADSx+umZEoPHx8f18+GYaS4rmmakiSHg1ykzGbu8SDL9tVLNS3bFwBry6dEGfU0zicAAMhIp/tusWxfxUdY2+6wc2wAAAAAAAD3OrI60iBbtmyun28fbSYpzuWpjUQDAAAAAAAAAAAAAAAAzyBhJg1y5Mjh+vnq1avJrhcXF6cbN25IkvLkyeP2uAAAAAAAAAAAAAAAAHDnSJhJg9KlS7t+PnPmTLLrhYWF6ebNm5KkokWLujssAAAAAAAAAAAAAAAApAMJM2lQsGBB14gxhw8fTna9Q4cOuX6uUKGC2+MCAAAAAAAAAAAAAADAnSNhJo1q1aolSdq4caPi4+OTXGfdunWSpAIFCqh8+fIZFhsAAAAAAAAAAAAAAADSjoSZNGrSpIkk6cSJE5o9e3ai5fv27dPSpUslSW3btpVhGBkZHgAAAAAAAAAAAAAAANLI19MBZBbVq1dXnTp1tH79en366acKDw9X8+bNFRAQoI0bN2rkyJGKi4tT8eLF1apVK0+HCwAAAAAAkC6n+26xdH/FR9S0bF/eEpuVcQEAAAAAgKSRMHMHRowYoQ4dOmj//v365ptv9M033yRYnj9/fk2ZMkWBgYEeihAAAAAAAAAAAAAAAACpIWHmDuTKlUuzZ8/W7NmztXTpUh07dkwxMTEqVqyYateurU6dOilfvnyeDhMAAAAAAAAAAAAAAAAp8PqEmeLFi+u3335L8/pZsmRRmzZt1KZNGzdGBQAAAAAAAAAAAAAAAHdxeDoAAAAAAAAAAAAAAAAAICORMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvIqvpwMAANjD3ONBlu6vl2pauj/A21lZRr2lfHJfAwAAuOV03y2W7av4COvaRFbGJVkbGwAAAADg3scIMwAAAAAAAAAAAAAAAPAqJMwAAAAAAAAAAAAAAADAq5AwAwAAAAAAAAAAAAAAAK9CwgwAAAAAAAAAAAAAAAC8CgkzAAAAAAAAAAAAAAAA8CokzAAAAAAAAAAAAAAAAMCr+Ho6AAAAMrO5x4Ms21cv1bRsX5K9YwMAAAAAOzvdd4ul+ys+wrpnKitjszIuAAAAAMhsGGEGAAAAAAAAAAAAAAAAXoWEGQAAAAAAAAAAAAAAAHgVEmYAAAAAAAAAAAAAAADgVUiYAQAAAAAAAAAAAAAAgFchYQYAAAAAAAAAAAAAAABehYQZAAAAAAAAAAAAAAAAeBUSZgAAAAAAAAAAAAAAAOBVfD0dAIDMa+7xIEv310s1Ld0fAAAAAAAAMs7pvlss21fxEfQTAQAAAHAvRpgBAAAAAAAAAAAAAACAVyFhBgAAAAAAAAAAAAAAAF6FhBkAAAAAAAAAAAAAAAB4FRJmAAAAAAAAAAAAAAAA4FVImAEAAAAAAAAAAAAAAIBXIWEGAAAAAAAAAAAAAAAAXsXX0wEASNnc40GW7q+Xalq6PwAAcOeo3wEAAICMc7rvFkv3V3yEde1vO8cGAAAA3OsYYQYAAAAAAAAAAAAAAABehYQZAAAAAAAAAAAAAAAAeBUSZgAAAAAAAAAAAAAAAOBVSJgBAAAAAAAAAAAAAACAVyFhBgAAAAAAAAAAAAAAAF6FhBkAAAAAAAAAAAAAAAB4FV9PBwAA7jD3eJBl++qlmpbtCwAApB/1OwAAAJBxTvfdYtm+io+g/Q0AAAD7YYQZAAAAAAAAAAAAAAAAeBUSZgAAAAAAAAAAAAAAAOBVSJgBAAAAAAAAAAAAAACAVyFhBgAAAAAAAAAAAAAAAF6FhBkAAAAAAAAAAAAAAAB4FRJmAAAAAAAAAAAAAAAA4FV8PR0AYBe9KmzxdAjwEnOPB1m2r16qadm+AFhbPiXKKACkhDbRvYU6FOC+BgAZ6XRf6/pyi4+w7p5beXply/YlSfvb7rdsX1YeM8na4wYAAOApjDADAAAAAAAAAAAAAAAAr0LCDAAAAAAAAAAAAAAAALwKCTMAAAAAAAAAAAAAAADwKiTMAAAAAAAAAAAAAAAAwKuQMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvIqvpwMAACA1/yvTzdL99bJ0bwBwb5l7PMiyffVSTcv2hfSx8nxK3nNO7VoOOJ8A5QAAgPSycx16uu8Wy/ZVfIS1dbudYwMAAHePEWYAAAAAAAAAAAAAAADgVUiYAQAAAAAAAAAAAAAAgFchYQYAAAAAAAAAAAAAAABehYQZAAAAAAAAAAAAAAAAeBVfTweQGf3222/69ttv9fPPP+vixYvKnTu3KlWqpNdee01PP/20p8MDAAAAAAAAAAAAAABACkiYuUNr167V+++/r9jYWNfvzp07pw0bNmjDhg164403NGDAAA9GCAAAAAAAAAAAAAAAgJSQMHMHDh48qJ49eyo2NlaVK1fWhx9+qAceeECnT5/WhAkTtG7dOs2YMUNlypRR69atPR0u7lDpqFmW7euEZXuyt/+V6Wbp/npZujf7svK4WXnMOJ+AvfWqsMXTISRr7vEgy/bVSzUt2xfuPXatQwHYG/XUnbPymEnec9zs7ClFWLavE5btyd7sXA7sfF+z67XmLedT8p57rp3LAe4tdr3WTve1tp+o+Ahiu1NWxiXZNzY7n08AsILD0wFkJmPHjlV0dLRKliyp6dOn6z//+Y/y5MmjypUr6+uvv9azzz4rSfryyy917do1D0cLAAAAAAAAAAAAAACApJAwk0bHjh3T5s2bJUmdO3dW9uzZEyw3DEN9+/aVYRi6fPmyVq1a5YkwAQAAAAAAAAAAAAAAkAoSZtLImSxjGIbq1KmT5DrFixdXuXLlJEnr1q3LsNgAAAAAAAAAAAAAAACQdiTMpNHhw4clSYULF1a+fPmSXe+hhx6SJB08eDBD4gIAAAAAAAAAAAAAAMCdIWEmjc6cOSNJKlasWIrrFS1aVJIUFham2NhYt8cFAAAAAAAAAAAAAACAO+Pr6QAyi0uXLkmScubMmeJ6OXLkkCSZpqmrV68qb968lny+aZqun1NLxMnjm8eSz3SKiYmxbF9WxmZlXJKUN6t1+WNWxuYfmPI1d6esjM3KYybZ97h5y7Vm5/Np59jsfK3ZNTY739fsHJsC8lu3L661dCG2O+ctdaid299ca+lj19i85XxK9o3N6mvtZlbDsn3Z9ZhJxJYe3lKHWlkGJPueT8m+sXnLteYt51Oybxn1lvYazwbpw7V25+xch3pLbN7ybJDR5/P270Bv/24UANzFMLnbpEm9evV06tQpNWjQQGPGjEl2vdmzZ2vw4MGSpI0bN6pIkSKWfP7169d15MgRS/YFAAAAAAAAAAAAAHZVvnx5Zc+e3dNhALjHMSVTGvn4+EiSDCPlTMrb848cDg4vAAAAAAAAAAAAAACA3TAlUxply5ZNkhQVFZXiercPJebn52fZ52fNmlXly5eXJPn6+qaauAMAAAAAAAAAAAAAmYVpmoqLi5N067tRAHA3EmbSKDAwUJJ09erVFNeLiIiQdGt0mVy5cln2+Q6Hg2HHAAAAAAAAAAAAANyz/P39PR0CAC/CnEFpVKZMGUnS2bNnU1zPubxIkSJMyQQAAAAAAAAAAAAAAGBDZHSkUbly5SRJf//9t2sUmaQcPHhQklzTJwEAAAAAAAAAAAAAAMBeSJhJo6efflqSFB8fr40bNya5zqlTp/T7779LkmrWrJlRoQEAAAAAAAAAAAAAAOAOkDCTRiVKlNCjjz4qSfr666919erVBMtN09SIESNkmqby5Mmjxo0beyJMAAAAAAAAAAAAAAAApIKEmTvQr18/ORwOnThxQq+99pq2bt2qixcv6uDBg3r77be1du1aSdI777yjbNmyeThaAAAAAAAAAAAAAAAAJMUwTdP0dBCZyQ8//KCBAwcqLi4uyeXt27dX3759MzgqAAAAAAAAAAAAAAAApBUJM+nw22+/acqUKfr555914cIFZcuWTZUqVdJrr72mevXqeTo8AAAAAAAAAAAAAAAApICEGQAAAAAAAAAAAAAAAHgVh6cDAAAAAAAAAAAAAAAAADISCTMAAAAAAAAAAAAAAADwKiTMAAAAAAAAAAAAAAAAwKuQMAMAAAAAAAAAAAAAAACvQsIMAAAAAAAAAAAAAAAAvAoJMwAAAAAAAAAAAAAAAPAqJMwAAAAAAAAAAAAAAADAq5AwAwAAAAAAAAAAAAAAAK9CwgwAAAAAAAAAAAAAAAC8CgkzAAAAAAAAAAAAAAAA8CokzAAAAAAAAAAAAAAAAMCrkDADAAAAAAAAAAAAAAAAr0LCDAAAAAAAAAAAAAAAALyKr6cDAFJz5MgRHTx4UH///bciIiIUFRUlh8MhPz8/5cmTR8WKFVP58uVVvnx5T4eaaSxatEiS1KhRIzkcGZs3d/bsWR05ckRhYWG6du2aYmNjlSVLFmXLlk0FCxZUmTJlVLZsWRmGkaFx2T22zOjy5cs6ffq0AgICVLp0afn6erbKiY2N1datW7V3715dvHhR2bJlU+nSpfXUU0+pePHiHo0tMzBNUz/99JP+/PNPxcbGqkyZMqpevbr8/PyIKxmxsbG6fPmysmbNqsDAQE+HA4t4sg4FkLyIiAj99NNPOn36tPz9/VWpUiU98sgjng5LknT8+HEdO3ZMUVFRKlSokCpUqEC9kAo7n0878/S1xvPUvceO5/Ts2bMKDw9Xzpw5VaZMmTRtEx8fr927d0uSHn/8cXeGlyrakulz5swZSVLRokU9HMkt1FN3x47lwNPn1O7936dOnUoUm7+/v/LkyaOiRYvapmw62aWvKDMdN0+3I1Pi6fLplJnOp2SP42aapo4eParz58/r8uXLMgxDOXPmVPHixVWyZMkMjQUAUmKYpml6Ogh43m+//abt27frl19+0YULF1yVV44cOVS8eHE9/PDDql27doZ9qRwVFaXp06dr3rx5rofi1BQoUEDt2rVTy5YtlS1bNstjKl++vAIDAzVq1CjVqlXL8v1npPLly8vhcGj37t3KmjVrhnzm4sWLNXnyZB07dizVdXPmzKk6deqobdu2GfIgaOfY7Co6Olp//vmnHA6H7r//fvn4+LiW7du3T0FBQfrll19cv8uePbuaNm2qd955Rzlz5rQ8nvfee0+GYejzzz9P8uF37dq1+uSTTxQWFpZomWEYev755/XRRx+pQIEClseWGcTGxmr58uXat2+fHA6HqlWrphdeeMG1/Ndff9VHH32kEydOJNguX7586t+/f4J17/W4jh49Kkm6//77k1weFxenuXPnasGCBTpy5Iiczax8+fLp6aefVtu2bVWuXDnL4/q31atXa+PGjQoPD1euXLlUrVo1vfTSS8qVK1eK20VHR6tTp04yDEPTp093S2xxcXFau3atNm/erCNHjig8PDzRFzAFChRQmTJlVKVKFdWtW1clSpRwSyzp4Yk61O4uXbokHx+fRPd30zS1dOlSzZkzx9VRWbZsWTVs2FCtWrVSlixZPBRxQnXq1JHD4VBoaKj8/f0z7HPt1v62uz179mjPnj3y8fFRjRo1VLZsWdey7777TuPGjdO1a9cSbFO+fHkNGzZMlSpVcltcBw4c0JQpU3To0CGtWrUqwbJt27YpKChIf/zxR4Lf+/n56dlnn1Xv3r1VqFAht8VmZ3Y9n6m5evWqgoODtXbtWldieMWKFdWyZUvVq1fPrZ9t52uN56l7jx3P6ebNmzVy5EhXe1yS8ubNq5YtW6pDhw4p9gNFRkaqWrVqcjgcOnTokNtiTIuMbkuGh4dr0qRJrmeDnDlzqlq1amrdurWeeOKJFLf15uOWWeupzMITz1R2PKd27P++3S+//KL58+dr/fr1ioiISHHdnDlz6qmnnlK7du1UuXJlt8Zlx76i29nxuNm5HSnZs3w62fF8Otn5uP3888/67rvvtGPHjmSPm7MN2aJFC1WtWtWt8QBAakiY8XK//PKLxowZo127dqW6rmEYql69unr37u3WTpCjR4+qa9eu+vvvv3X75enj46OsWbMqICBApmkqOjpaN27c0M2bNxPEWKJECU2ZMsXyL9ecf7PD4VCHDh303nvveXzEjPQqX768DMPQr7/+qoCAALd+VlRUlN566y1t375dSd1uDMOQw+FQfHx8guXO33fo0EE9e/b0utjsbOLEiZoyZYquXr0qSSpSpIiGDBmimjVras+ePWrfvr2ioqISHVPDMFSqVCkFBwdbnnHvvKZ/+eWXRJ0tc+fO1eDBgyUpyfPsjK1AgQKaNm1agocLb3Dy5El16dJFJ0+eTPD76tWr65tvvtGff/6p1q1bKzIyMtlyMnjwYL366qteEVdKHXsXLlxQt27dtH//fkmJrzfDMOTj46OuXbuqe/fulsbldPHiRb399tvas2dPomU5cuRQ79699corryS7vbNT3DAMHT582PL4duzYocGDB+v48eOSki+TklxvKhuGoXr16umjjz5S4cKFLY/pTmVkHWp3Cxcu1IQJE3Tq1ClJ0n333af+/furevXqio+PV69evbRy5UpJSlSPVqhQQZMmTVL+/Pk9EvvtUqpD3MGO7W87i4iIUI8ePfTjjz+6fudwONSlSxe9++67+v777zVgwIBktw8ICNDEiRNT/VIwPebOnauhQ4cqPj5ehmHo4MGDrnvXrFmz9Mknn8g0zWTrqRw5cmj8+PF67LHHLI/Nrux8PiVp165dmjBhgvbu3SsfHx/VrFlTPXv2VNGiRXX+/Hm1bt1af/31l6T/v685z/lzzz2nkSNHuuXNZbteazxP3Xvsek7nzJmjoUOHJnmdG4ah0qVL63//+1+ySe3ubuPeiYxsS+7Zs0ddu3bVlStXEp0vSXrxxRc1bNiwZNs/djxu7m6v2b2euldkZDmw6zm1a/+3dKvsf/TRR67EirR+feS8t9SvX19BQUFuaRPZta9Isu9xs2s7UrJv+ZTsez4lex+3y5cvq1evXq7YUjtutz9LDRs2zC0v2gJAWpAw48W+++47ffbZZ4kaRDly5FC2bNkUExOjq1evKi4uzrXM+WVfv3791Lp1a8tjunLliho2bKjw8HD5+vqqYcOGqlu3rh566CEVKlQowSgWknTz5k2FhYXp0KFDWrdunZYuXaq4uDgVKFBAixcvVt68eS2LzfkwZ5qmDMPQAw88oGHDhnl8yNU2bdrc8TY7duyQYRh69NFHEwx96o4RBbp166YNGzbI19dXL730kp566inlzZtXV65c0Y4dO7Rw4UIFBgZqwoQJKlasmI4cOaKtW7dq2bJlCg8Pl2EYev3119W/f39L47J7bHb18ccfa968eYkau35+fpoxY4aGDBmiQ4cOyd/fX40aNVLFihUVFRWlLVu2aNu2ba4vSefPn5+oPN+N5DrPjh49qiZNmiguLk65cuVS165dVbduXRUpUkSxsbE6evSolixZojlz5iguLk4lS5bU0qVLM3SEAU+6du2aGjdurDNnzsg0Tfn5+cnHx0c3btyQYRh66623dODAAW3atElly5ZVr1699Pjjj8vhcGjnzp0aPXq0/vjjD2XJkkXLli1TqVKl7um4pOSvtbi4OLVs2VIHDx6UaZrKmzevatSooaJFiyomJkbHjh3TTz/9pJiYGBmGoY4dO6pXr16WxSXdesuqVatWCWIoVqyYTp06pcuXL0u6dZ9v1qyZhg4dmuTQ1+7sFN+yZYu6devmaleUKlVKefPmVUREhI4fP674+HgVLlxYL7/8si5duqQjR45o//79iouLk2EYyps3r6ZMmWJp0oDd61A7GzNmjCZNmiQpYQeIn5+fQkJCtGPHDo0ePVqSVKFCBT322GNyOBzatWuXq4PukUce0cyZMy2tD3bu3HnH27zxxhsyDEOTJ09OdP+3etoGO7a/7cw0TbVs2VL79u1L8gvSzz77TOPGjdM///yjsmXLqlu3bqpYsaKio6O1efNmTZkyRREREcqbN69WrlxpaefbgQMH9Oqrr+rmzZsKDAxUgwYNNGjQIPn6+mr//v169dVXFR8frwIFCqhDhw567LHHlCNHDp0/f15bt27Vd999p6tXrypPnjxavHixChYsaFlsdmXn8ylJCxYs0Mcff6ybN28mSIYpVKiQ5s6dqyFDhmj9+vWSbtVhznbu7t27deXKFRmGoZdeekkjR460NC47X2s8T9177HhOb3+mK1q0qNq3b6+SJUvq5MmTmj9/vuuN+Bw5cmjSpElJvqHsrjaunduSFy9eVMOGDXXhwgX5+vqqdu3aruO2adMmxcbGyjAMlStXTlOmTFG+fPkS7cNdx+2rr75K1zaGYahz586JRim06mUEu9dTdmXncmDXc2rn/u/4+Hi1bt1ae/bskWmaKlmypJ555hk99NBDKlq0qHLkyCF/f3+ZpqmYmBhFRETo7NmzOnjwoDZu3KhTp07JMAw99thjmjZtmqXPenbuK7LrcbNzO9Ku5VOy7/mU7H3cwsLC1L59ex0/flymacrX11dVqlRRxYoVVbRoUVefx7Vr13Tq1Cnt3bvX1Y5zvmg7a9YsS+9pAJBWJMx4qblz5+rjjz+WdOuLjSZNmqhBgwaqVKlSorkpw8LCtGfPHoWGhmr9+vWuL64+++wzNW3a1NK4xo4dq2+++Ua5cuXSlClT7nhouH379qlTp06KiIhQ+/bt9eGHH1oWm/NL0i5duujbb7/VzZs3ZRiGGjZsqPfff19FihSx7LPSE5dTeor07YlAVnaCrFixQj169FD27Nk1efJkVatWLdE6v//+u9q0aaOAgAAtWbLE1UiLiYnR559/ru+++06GYei7777To48+6hWxWXndGoahoKAgS/b1008/qV27djIMQ7Vr11ajRo0kSTNnztTOnTtVtGhRnTlzRrlz59aMGTP0wAMPJNg+NDRUH374oeLj4/XJJ5+oWbNmlsQlJZ/E0K9fPy1cuFD58uXTnDlzkn3zZteuXerUqZOioqLUu3dvvfnmm5bFZtfzKUkTJkzQuHHj5O/vrwEDBqhp06by8fHRihUrNGDAAJmmqaioKJUpU0bz5s1LVD9cv35dLVq0cL3Bk9LbC/dCXFLy19rMmTM1bNgw15cEvXv3TvQWyfnz59W/f39t2rRJDodDs2fPtjTpcs6cORo8eLAMw1CfPn3Upk0bORwOmaapFStWKCgoSGFhYTIMQy+88IJGjRqVoP6Q3NcpHhYWphdeeEGRkZF65pln1L9//wTl8fz58xo5cqQWL16sVq1audooV69e1cKFC/X111/rypUrKlq0qJYtW2bZ0NN2rkPtfO/YtWuXXn/9dUlS6dKl1ahRI2XJkkXLly/X4cOHVbVqVf3111+6dOmShgwZkmhUowULFmjgwIEyTVPDhw9XkyZNLIvt3+f0bhiGYen0A3Ztf9v5Wlu4cKH69eunLFmyqFevXq62x/Tp0zVx4kT5+/srOjpa5cuX16xZsxLdG/7880+1atVKEREReuedd/TWW29ZFluvXr0UGhqqMmXKaNq0aQmGKe/evbvWrl2r0qVLJ9vh99dff+n111/XuXPn1LlzZ/Xo0cOSuJ555hlL9iPdOp8bNmywbH92Pp8nTpxQ48aNFR0drSJFiqh27dqSbj0zXL58WU888YR27Nghh8OhIUOGJGjHRkVFafjw4Zo7d64Mw1BwcLCqV69uWWx2vdZ4nkof56hsVrFyZAG7ntNBgwZp3rx5Klq0qBYuXJhgitH4+HhNnjxZ48aNU3x8vAIDAzVt2rREfUnuauPauS05btw4TZgwQVmzZtX06dP18MMPu5adPXtWAwcO1NatW2UYhu6//36FhIQoT548CfaRUcctLf49qtftrIrNzvXU999/b9m+JKl58+aW7cvO5cCu59TO/d+zZ8/WkCFD5OPjo759++r1119Pc3mNj49XSEiIPv/8c5mmqX79+qUroSo5du4rsutxs2s7UrJv+ZTsez4lex+3tm3b6ueff5YkNWnSRO+//36qI0X//vvvmjBhglasWCHDMPTf//5XU6ZMsSwmAEirzDmfDO5KeHi4q8OnTJky+uqrr3Tfffclu36hQoX0/PPP6/nnn9dvv/2mnj176tixY/rss89Up06dBJ0Vd2vt2rUyDEMffPBBuuZRfPjhh/XBBx9o4MCBWr9+vaUPDE5dunTR008/rV69euns2bNasmSJQkND1bBhQ3Xs2DHFY+kOL774okJDQ12NtkqVKqU61N8vv/zierM7qREGrPL999/LMAy9//77SXa2SdKDDz6o999/X4MHD9a0adP07rvvSrr1RdKAAQMUHh6u1atXa9asWZZ2oto5tiVLlljyZZ+zs8GqDt558+ZJujWk5JgxY1y/r1evnpo1a6bffvtNhmGod+/eiZJlpFvX6sGDBxUcHKzQ0FBLE2aSs337dhmGoXfeeSfFzuTHHntM3bp10+jRo7Vq1SpLE2bsej4lac2aNa5EwNu/0G7QoIHCwsIUFBQkwzDUs2fPRB0NkpQ9e3a98847ev/997V9+/Z7Pq6ULF26VIZh6Lnnnkv2jdr8+fNr/Pjxatu2rXbv3m15wszy5ctdI8i0a9fO9XvDMNSgQQM9+eSTeuutt7Rnzx6tWLFC2bJl0yeffGLZ56dk6tSpioyMVI0aNTRhwoREZSJ//vwKCgrStWvXNGfOHNWrV081atRQjhw51KZNG9WqVUstW7bU2bNn9d1336lz586WxGXnOtTO944ZM2ZIkipXrqyQkBBX8li7du305ptvaufOnTIMQ23atElyCjBnnRESEqKlS5damjCTJUsWxcbGWrY/q9i5/W3na80ZW6dOnRLc13r06KHffvtNGzdulGEY6tWrV5KJdGXLltW7776rYcOGaf369ZZ2Bjqv8z59+iToeJb+v/3Rt2/fZN+OK1mypHr37q3evXtr/fr1lnU+R0REKDIy0pJ9WZV85mTn8zlz5kxFR0froYceUkhIiKt90aVLFzVr1szV8duxY8dEbdiAgAANGTJE4eHh2rBhg+bOnWtpwoxdrzWep9Ln2WeftW1ip13P6c8//+xq+/+7/nNOP1CqVCl98MEHunbtmjp16qS5c+eqZMmSlnx+Suzclty0aZNrxIXbk2WkW9MqT548WZ9++qm+++47HT16VJ07d07QrnOnUqVK6eTJk64kiTvhzvc+7VxPDRgwwNJ7h5UJM3YuB3Y9p3bu/168eLEMw1CHDh30xhtv3NG2DodD7dq104ULFzR58mQtXbrU0kQBO/cV2fW42bUdKdm3fEr2PZ+SfY/bli1bXG22vn37qm3btmna7sEHH9SYMWP0yCOPaMSIEfrxxx+1Y8cO/ec//7EkLgBIKxJmvNCSJUsUGRmpfPnyacaMGcqfP3+aty1XrpyCg4PVuHFjXblyRYsXL7a0wv/7778lyfVGX3o4tz1z5owlMSWlWrVqCg0N1YQJEzR9+nTFxMRo0aJFWrx4serUqaMmTZqoVq1aiYaJdYdRo0apTp06Gjp0qK5cuaLo6Gh98sknKU5Z4Vw2depUt3aGHDhwQNKtOShTUrt2bQ0ePFirVq1ydbg5dejQQatXr9auXbu8JravvvpKgwcP1vnz52UYt+aKTepBL6P9+uuvMgwjUTKJr6+v2rVrp379+kmS6tSpk+w+Xn75ZQUHB2fY/Ofnz5+XJD399NOprtugQQONHj1aJ06csDQGu55PSa45n1944YVEy+rVq+f6cuDJJ59Mdh/O6UqsvOfaNa6UOIcQvf1hNSk+Pj7q3r272rVrpx07dlgaw2+//SZJatGiRZLL8+bNq+DgYHXq1Em7d+/WggULVLBgwUT3NndwPrC/8847KXb0du7cWevWrdN3332nGjVquH5fqlQpvf/++/r444+1evVqyxJm7FyH2vne4awPevbsmeAYZMmSRe+9955r9JlWrVolu4/mzZsrJCTE8vpgwYIF+uCDD/T777/LMAw1bdpUDRs2THZ90zT15ptvyjAMTZgwwW1T8tm5/W3na+3333+XdOuLmH9r1aqVNm7cKOlW4mty6tSpo2HDhrnqFqtcvHhRklSlSpUEv4+Li9P169dlGEaK9ZQk133O+QxkhdDQUH3wwQfavXu3DMNQ2bJlE31R6il2Pp9btmxJ8guWQoUK6fXXX9fYsWNT/YKxU6dO2rBhg/bs2WNpbHa91nieSp+HHnrI0iQXK9n1nIaFhUlKXAZuV79+fcXHx+uDDz7Q5cuX1alTJ82ePdvtQ/rbuS3pvE8mN/KYYRiuJIwZM2bowIEDev/99zVhwgS3JjBIt76I/OyzzzRv3jxXe61fv37JjiJpmqYqVaokwzC0c+dOtx03O9dTr7/+umbNmpVoWk87sHM5sOs5tXP/9/HjxyUpyRcf0qpFixaaPHmyjh49alVYkuzdV2TX42bXdqRk3/Ip2fd8SvY9bsuXL5d0696U1mSZ27Vr106bN2/W9u3btXz5chJmAGQ4Ema8kPNLq/bt299RZ71ToUKF1KpVK02YMEHbtm2ztMPeKSYmJt3b3rhxQ5JSfZvhbmXLlk29evVSixYt9MUXX2jNmjWKj4/XunXrtG7dOgUGBqpevXqqW7euqlWr5taOmhdffFGPPvqo+vbtq59++kmvvPKKunfvrs6dO1v+ZuidcL7d6uub8q3Gea6Sang73wq7cOGC18RWr149Pfjgg2rbtq3++ecf5c6dW/Pnz7f0bfL0cCafFCtWLNGy299ATKkz2jkv+tWrVy2OLmm5cuXSxYsXFRAQkOq6zgQ35z3EKnY9n5JcozAk1TF5+z00pftpfHx8gv/ey3GlJC4uTtKtNzVSU65cOUn/X6ascv36dUlK8W3abNmyaeLEiXrttddcw54WL15cL7/8sqWx/JuzMyq141OmTBlJt4aY/jdn4tuxY8csjc2udaid7x3OTjfntXy7289x8eLFk92H8+22iIgIS2N78MEHtWDBAo0ePVrTp0/XwoULFRkZqcGDByt37twpbvvEE0+4rcPezu1vO19rV65ckaQkz93t119KZdXZ1ouOjrY0tpw5c+rSpUu6ePFigvh8fX2VJ08eXb582VU3JOfatWuSZOmc9kWKFFFwcLDeeustbdu2TWfPntXYsWOTHP0vo9n5fP7zzz+SpAoVKiRaVqdOHY0dO1aSUpyG13n/s/rZwK7XGs9T6fP9999r5MiRmjp1qgzD0EMPPeRKNPU0O59TKelng9s1aNBA586d0/Dhw/XXX3/prbfeUkhIiNv7huzalnT2qxUsWDDF9fr376+LFy8qNDRUmzdv1pAhQzRkyBC3xhYQEKChQ4eqTp06GjBggBYuXKidO3dqxIgRqY5M5OPjY+m97HZ2rqcGDBig6tWrq0ePHoqNjVXFihU1ZswYtyc3pZVdy4Gdz6lkz/5v536zZ8+e7n04n6msTu6yc1+RXY+bXduRkr3Lp13Pp2Tf47Z37967HsHs5Zdf1o8//qj9+/dbFhcApJU9WtXIUM7M0dSyh1PizCy2OkP2/vvvlyQtW7Ys3ftwzuubUVMjlShRQuPGjdOqVavUunVrBQQEyDRNXb16VYsWLdI777yjGjVqqF69eurWrZuGDh2qSZMmWR5H4cKFNW3aNPXt21cOh0Njx45Vq1atLM+wvhPOL4R+/PHHFNdzfjGaVFKD822yu2mgZrbYpFsdjdOmTVNgYKBOnTrl9g6rtHD+nadPn060rGDBgqpSpYoKFy6c4hsHzgz9jOqsrlq1qqT/H/0jJXv37pUkFShQwPI47Hg+pf//wjqpN0Bv/93BgweT3YfzLerUOmLvhbhS4vxywPngmhLnvSMtiVx3wpmsltoXFIGBgZo0aZIKFiwo0zQ1aNCgVO+Fd8vZYZXaW1zO2J0dMrdzds7cvHnT4ujsWYdK9r13ODsow8PDEy1zXt+SdOnSpWT34fxy2h11aJYsWdSnTx9NnTpVhQsX1sqVK9WwYUNt2rTJ8s9KKzu3vyX7XmvO9lpSIxHlzZtXXbp0UaNGjVJMQHS25ayu352dkT/88EOiZTVr1pQkbdu2LcV9rFixQtL/Jwtaxd/fX1999ZXKli2rGzduqG/fvhmWQJoSO59PZx1z+fLlRMsKFy7s+vncuXPJ7sN5T7S6frfrtcbzVPo4HA716dNHXbp0kWmaOnTokHLkyKGmTZum65+V7HpOnWUwLaM3tW3bVq1atZJpmtq7d6969OiRIfc/O7YlnS9tOZ/BUzJ8+HBVrVpVpmlq3rx5mjhxorvDk3Rr9JslS5aodu3aOnXqlNq0aaPPP//8rpII7oad6ylJqlu3rsaNGyfDMHTw4EEtXbpUxYoVS9c/d7BjObDrObVz/7fz+vjpp5/SvQ/nc1fRokUticnJzn1Fdj1udm1HSvYtn5J9z6dk3+PmfE66mxc1HnroIUnWj2YEAGlBwowXcr7Jm9LbcakpUaKEpP9/w9gqDRs2lGma+t///qd58+bdcQbu7Nmz9e2338owjBSH33eHEiVKaODAgdq8ebNGjBihOnXqyN/f3zVc6unTp7Vx40bNnj3b9YaiO7Rr107ff/+9ypUrpz179qhJkyaaOXOm2z4vJY8//rhM09SoUaOS/FJNuvU2xZdffinDMJIcLn769OmSkn7b816NzalUqVIaPny4TNPUihUr3P6Fdmqc8ypPmzYt0bKsWbNqzpw52rBhg0qXLp3sPiZPnizDMFS5cmW3xDh48GDNnj1bBw4cUGxsrFq2bCnTNPXtt9+muF1ERIS++OILGYbhGp7VanY7n5JUvXp1maapL774IkEn1vHjx/XFF1+4/v9///tfktvHxMRo/Pjxlh83u8Z1O+eX/U7PPvusJGn9+vWpbjt//nxJ1ndsOYe1Xrx4carrFi5cWOPHj1fWrFkVFxen7t27u5LG3MHZIRgSEpLiekuXLpWUdIfCzp07Jd1d+yU1dqpDnex473B2uiV1Pr/77jvXz86OtaQ4z/WDDz5ocXT/74knntDSpUvVsGFDnTt3Tl27dtXAgQNdozFlJDu3v53seK099thjMk1TY8eOdY184OTn56cePXooKCgo2dGMoqKiXFPpWD2k80svvSTTNBUcHOz6wsKpY8eO8vX11eeff55sgsWOHTtcdVVq05+kR9asWfXll1/K19dXhw4d0rx58yz/jDtl5/PprJOdQ4nfLmfOnNq/f79Wr16dYtL3okWLJN1dJ3FS7Hqt8Tx1d3r06KE6derINE0NHjw4w0bgTIldz+l//vMfmaapL7/8Mk2jgQ4cOFC1atWSaZpav369evbsqaioKMviSYmd2pKPPPKIJGnKlCmpruvn56fx48erZMmSrvv0jBkz3B2ipFtf7o0fP17Dhg2Tv7+/pk6dqmbNmmXYNM63s3M95VS7dm1169ZNpmlqwoQJaUqIymh2Kgd2Pad27v9+5plnZJqmhg8fnq5E/SNHjujzzz+XYRgpTtmeHnbuK7LrcbNrO1Kyb/mU7Hs+JfseN2csqY3smxLntp7oswEAEma8kPNNjbt58835tpDVw9299tpreuyxxxQbG6uPP/5Yzz77rIYNG6YffvhBP//8s44cOaLjx4/rxIkTOnLkiHbt2qUlS5YoKChIL7zwgoYOHaqbN2+qcuXKatWqlaWxpVWOHDnUpEkTjR8/Xtu3b9fEiRPVpUsX1axZU0WKFJHD4XD7fMMPPPCA5s+frw4dOrjmDn7zzTcTvPWdEdq3by/DMBQWFqbmzZtr2bJlCTq49u7dq7Zt27oy/1u3bi3p1rCYW7duVbdu3bRo0SIZhnFXc4ZmtthuV69ePVdH6u0Pf57QvHlzV2dz79699eeff6Z523Pnzqlv377asGGDpLubAzY5pmlqyZIlGjp0qF555RU9+uijGjdunLJkyaKtW7cm+VZpWFiY5s+fr5deekl//fWXDMPQG2+8YXlsTnY6n5L05ptvKiAgQP/884+aNGmiDh06qG3btmratKn++ecfPfHEE3rmmWe0fft2de3aVSdOnHBtu3//frVv316HDx+WYRiuMnIvx3W7Bg0aqEaNGuratau++uorlSpVSr6+vvr666+T7bQ0TVOTJk3SrFmzZBiG6tevb2lML7zwgqsjZMGCBamuX6lSJY0ePVo+Pj6KjIxUu3bttHDhQktjcqpfv75M09TChQv11VdfJbnO+vXrNWnSJBmGoXr16iVYdvDgQVdng/MtKHexSx16O7vdOxo1auQ6nwMGDNCePXu0a9cuffTRR/rhhx+UK1cuFShQQGPHjtWvv/6aaPuNGzdq2rRpbksUuF1gYKBGjhyp0aNHK2fOnPr+++/VuHHjJN9KdCc7t79vZ7drrV27dnI4HDp48KCaNWumuXPnpulL5ZiYGK1cuVLNmzfXH3/8IYfDka551FPy8ssvq0qVKoqPj9fAgQPVsWNHbd++XTExMXrwwQf1ySefKCwsTE2bNtX06dNdzzGbNm1S37591b59e0VHR6tIkSJum47l/vvv1+uvvy7TNPX111+nOty6u9n5fDrrqcmTJ7sSW2+XJUsWlShRItlp23744QeFhITIMAy9+OKLlsZm12uN56m7FxQUpHz58unChQuaMGGCp8Ox7Tlt06aNfH199dtvv6lZs2ZavHixjh8/nmy/isPh0JgxY1SpUiWZpqlVq1ZlaP+QXdqSzZo1k2maWrt2rfr06aOzZ8+muH6ePHk0adIk5cmTR6Zp6rPPPlP//v0zKNpbfQSLFy/WI488oj/++EOvvPKKJkyYkKEjpNm5nrpd9+7d9eCDDyouLk5jxoxx2+fcDbuUA7ueUzv3f3fq1En58+fXuXPn1KRJE/Xt21erVq3S6dOnkxzt1TRNhYWFacOGDRo0aJBatGihK1euKE+ePOrYsaOlsdm5r8iux82u7UjJvuVTsu/5lOx73JzHJbWpPVPi7C/x9HMrAO9kmO7+5h62U758eRmGoV9++SXZDr/UREZGqlq1ajIMw/K3PmJiYvThhx9q5cqVklKeb/F2zku5Tp06GjFihHLmzGlpXFYcN+lWnNevX3dNneFuu3bt0ocffqgzZ84oZ86c+uijj9S3b19L/pa0mDRpkkaPHu06jz4+PsqdO7ciIyNdnW+maaply5YaPHiwpFtvYf/nP/+RYRgyTVMvvviiRo0a5VWx3e748eMaNGiQJOmTTz5RqVKl3Pp5KXn33Xe1evVqGYYhwzAUHByc6vQS77zzjjZs2KCbN2/KNE0999xz+vLLLy2Na8WKFTp06JAOHTqkgwcPJjmcvp+fn2vISadKlSq54pKk9957T926dbM0tn+z0/mUpJUrV6p3796KjY11lQXTNJU7d27NnDlTEREReuONN1wPPjlz5lRsbGyCMtKlSxf16NHDK+Jq0KCBTpw4kaDj9vZ6yjRN5cqVS9u3b08wn/zAgQO1bds2nT17VqZpqmzZslq4cKH8/f0tiy02NlavvPKKjhw5IsMwVKJECVWuXFmffPJJivf6RYsWqX///q6/yTRNy+v3mJgYNW3aVMeOHZNhGCpVqpSee+45FS1aVNevX9f27du1bds2maapAgUKaNmyZcqVK5euXbumjh07at++fYqPj1fOnDm1ZMmSBNNjuJOn69Db2eneER8fr7Zt22rnzp1JttN69Oihmzdvaty4cfL19dXzzz+vqlWrKjY2Vj/99JO2bNmi+Ph4lSpVSkuWLLG0HKQkLCxM/fr1048//ujqHOrRo4cefvhht59Tu7e/b2ena02Svv32W9eX3IZhaObMmapWrVqK29SvX18nT5501e8ffPCB5R2V0q1p+Lp06aI9e/YkaE8WKVJEuXPn1unTp3Xp0qUky4lpmsqTJ49mzJjhGoXLHSIiIlyjQb388suWDwl+p+x6PmNiYtSkSRP9+eefMgxDBQoU0Pjx410jLCZn8uTJWrJkiY4ePSrTNPXAAw9owYIFrqkIrWLXa43nqbs3a9YsDR06VFmzZtXGjRszbOra5Nj1nM6YMUOffvqpKy7DMLR79+4U61RnO9JZbtzRxk2Np9uSH3zwgZYtW+Y6bvnz59fKlStTnDLryJEj6tChgy5cuOCR4xYfH69vvvlG48eP182bN/Xwww9rxIgReuGFFzLkuNm1nvq3rVu3qmPHjnI4HFqxYoWt7mv/5ulyYNdzatf+b0n666+/9Oabb+r06dMJ4nI4HMqWLZv8/f1lGIaio6MVGRmZIIHANE0VKlRI33zzjVtGkLNrX5Fk3+Nm13akZN/yKdn3fEr2PG6Zqc8DAJJCwowXyiyV1/79+zVlyhRt27Yt1SzZPHnyqFatWmrcuLGqV6/ulnisSpjxhGvXrmnYsGFavHhxgg6PjPpbvv/+e33xxRdJJjEEBASoc+fOeuuttxL8vnLlysqdO7fat2/vypz2ttjsKDY2VkFBQZozZ45u3rypjRs3uuYQTk7r1q21e/duSVLjxo01bNgwy79E+LczZ87o0KFDOnDggCuRJjAw0NUR4VSzZk2dO3dOOXPmVK9evfTqq6+6NS67OnbsmKZOnap9+/bJ4XDo4YcfVqdOnVzTfyxfvlyDBg3StWvXEmzn5+enbt26uS3JyK5xRUVF6fDhwzp48KAOHjyoQ4cO6dixY643IPLly5doDujHHntM169fl2maKlWqlL799lvX32Glc+fOqVu3bjpw4ICkW292OH9OyZo1a9SvXz/XsXRH/X769Gl17tzZNTrVvztjTNNU/vz5NWnSJNe8xbGxsa4p3AoUKKBx48al2glgNU/XoXZ148YNDRo0SMuWLXN1uPj4+Oj1119Xv379FBUVpfbt2+vXX39N8lwXLFhQU6dOtXxqsrQICQnRqFGjFBMTo/vuu09Hjx4lYcbm1qxZo1GjRunEiRPauXOncuTIkeL67du31/bt25UrVy59+OGHatasmdtiM01Tc+fO1cyZM/XHH3+kaRs/Pz89//zz6tOnj2sOem9i1/MZFhambt266dChQzIMQytWrEhxqlHp1ggOztE2SpcureDgYLclJdn1WuN56u7cvHnT9axUrlw5jyfMSPY9p+vXr9fo0aN19OhR5ciRwzVdZ0piYmIUFBSkWbNmeSRhRvJsW/LmzZv64osvNGPGDMXFxSlr1qxJjv73bydPnlSPHj106NAhSe55NkjNgQMH1Lt3bx0/flwBAQGKiorKsONm13oqM/P0M5Wdz6nd+r+dIiMjNXPmTIWEhCQ7Xc+/FS1aVI0bN1bHjh1TTMy7W3btK5Lse9zs2o6U7F0+7Xo+JfsdN/o8AGR2JMx4ocxYeZ06dUpnzpzRpUuXFB0dLR8fH2XLlk05cuRQ6dKlVaBAAbfHUKdOHRmGoeXLl2fYm9BWW7lypQYPHqzLly9n+Jd9kZGR2rRpkw4ePKiIiAhly5ZNDzzwgGrXrq28efMmWv/kyZMqWbJkmt+wuFdjs6t//vlH69atS9MQppMmTVJ4eLgaNmzomkfdE65evZro4SEkJET58+dX7dq1vfqL77SIiIhQaGioTpw4odjYWJUtW1bPPvtsqglT3hJXTEyMjhw5ooMHD+rq1avq3LlzguX169eXw+FQo0aN1LZtW7deb6ZpauXKlVq1apUuXLigGTNmpGm706dP6/PPP9fatWtlmqZb6vcbN24oJCRES5Ys0bFjx1y/L1KkiOrXr69OnToluu/269dPDz/8sBo1auTWzobUeLIOtbN//vlH+/fvl2EYqlixoooUKeJadv36dU2aNEnff/+9Lly4IOnWnNQvvvii3nrrLeXLl89TYevo0aPq3bu36zonYSZzOHr0aJrebNywYYPi4uL09NNPZ2i7/ejRo9q3b5/++OMPhYeH6/r164qKilJAQICyZ8+u4sWLq0KFCvrvf//rlreBMxs7ns+bN29qxYoVWrNmjcaOHZtqe79Xr176448/9NJLL6lt27YZdr3Z7VrjeereY+dzeuzYMZ0+fVq1atVK8za///67QkJCtHfvXi1dutSN0SXPk23J8PBwrV27VuHh4Xr//ffTtE1sbKzmzp2rkJAQnTp1yiNtj+joaFfCk+T+9tq/2bGeyuw8/Uxl93Nqh/7vf3P2DRw+fDjJ2AIDA1WmTBmVK1fOraMm3ilP9xXZ+bjZrR15e1x2LZ92P592OG70eQDI7EiY8ULOyuvXX391zQt4p6i8Mq9z585p69atkm6N9uHNb/MBQEaJjY1VlixZPB1Gmvzzzz/at2+fnnvuObd+TnR0tK5cueLqXMgMqEPT79q1a4qJiUnySzZPiYuL07hx4xQaGirp1vR+7upwo/0NAAAya1vy8uXLyp07t8c+f8uWLVq+fLkkaejQoZnmuQpJy6zlAACQPGefR+fOndNdT8fGxmrixIn0eQDwCBJmvJCz8rpbnhrO9naXL1/W6dOnFRAQoNKlS8vX19djseDuxMbG6vLly8qaNWum+eIUKTtz5owkuW1Y+nsR5QAA7k33Uvsb946YmBh9/PHHMgxDn332mafDSYA2EQBkLDs/v9s5NrvimN1b6P++c7QlgYxFnweAzI7WlZfKDHlS0dHR+vPPP+VwOHT//ffLx8fHtWzfvn0KCgrSL7/84vpd9uzZ1bRpU73zzjseH+I8KipKDRo0kMPh0Nq1az0ai9PVq1cVHBystWvXuh6yKlasqJYtW6pevXpu+cyjR49KUrLDAsbFxWnu3LlasGCBjhw54rou8+XLp6efflpt27ZVuXLl3BJbWnniuN1u9erV2rhxo8LDw5UrVy5Vq1ZNL730Uqpz20dHR6tTp04yDEPTp093e5z/FhkZqTp16sjhcLjmPfdW90I5uJ3zvIaGhjLcdCrsWBc4Edst5cuXV2BgoEaNGnVHw/oj7ex+rb344osyDCNDYssM7e9jx45pz549Sc5nvnr1aq1atUpHjx5VVFSUChUqpKpVq6px48YqW7asB6L9f55ur6WV3erQuLg4LVy4MMMSZu6VNpEn72uZ9dnAyW5lwO73Dk9ea3aqDzJLey0zl087P79nZGyZ5VpLjSfPp53uHZmFnfu/7XZfs3NbMjPcP+6F8klbMiG7ldHM0OcBAMlhhBkv1K9fP0v3N3z4cEv3J0kTJ07UlClTdPXqVUlSkSJFNGTIENWsWVN79uxR+/btFRUVlagSNgxDpUqVUnBwsEffovDEkPm7du3ShAkTtHfvXvn4+KhmzZrq2bOnihYtqvPnz6t169b666+/EhwzZ9bvc889p5EjR8rPz8/SmMqXLy+Hw6Hdu3cnmrvywoUL6tatm/bv3y8pcYPKMAz5+Pioa9eu6t69u6Vx3S6tx+32GN193CTp4sWLevvtt7Vnz55Ey3LkyKHevXvrlVdeSXZ7T0/b4OnPt5PMUA7uhBVz0noLO5cDYrulfPnykiSHw6EOHTrovffes83beqdOnbJ0fyVKlLB0f2nFtXaL3dvfV65cUb9+/bRhwwb5+/snaH9cvHhR7777rnbv3i1JidqSDodDbdu2VY8ePdw2RYJd22t3ym51aEaXz3ulTeSJ+1pmfzZwyugykNnvHZ44b3asD+zcXpPujfJphxiSw7PBnePekXnYtf/brvc1O7cl7Xz/uJfKJ23JW+xYRv/++29L9uNUrFgxS/cHAKmxR62NDOWOBBcrffzxx5o3b16CBtqZM2f09ttva8aMGRo6dKhu3Lghf39/NWrUSBUrVlRUVJS2bNmibdu26eTJk+revbvmz5+fICv/XrZgwQJ9/PHHunnzpuu4hYaGateuXZo7d66GDBmikydPSpJKlSrlOma7d+/WlStXtHr1avn5+WnkyJGWx5ZUTl5cXJy6dOmigwcPyjRN5c2bVzVq1FDRokUVExOjY8eO6aefflJMTIy+/vprRUdHq1evXpbHZtfjFhsbq86dOyc4PsWKFdOpU6d0+fJlRUREaNCgQdq7d6+GDh3KfM+ZgF3Lwc6dO9O97e7duxO9zfH444/fbUhAhjMMQ/Hx8fr222+1adMmDRs2TI888oinw9Kzzz5ryXC20q2/0W5vC3sbO7e/Y2Ji1K5dO9dbmDExMYqOjpa/v7+io6PVoUMH17I8efLokUceUWBgoC5cuKA9e/boxo0bmjp1qi5cuKCgoCDL47Nre406NH3s2iayM7s+G9i9DNj13mFndq4P7Npes2v5RPrZ9VqzMzvfO+zMrv3fdr+v2bktacf7h53LJ23J9LFrGSXBBUBmR8IMbOWnn37S3LlzZRiG6tSpo0aNGkmSZs6cqZ07d6pHjx46c+aMcufOrRkzZuiBBx5wbduuXTuFhobqww8/1OHDh7Vo0aIkhxi815w4cUJDhw5VXFycihQpotq1a0uSVqxYobCwMPXp00c7duyQr6+vhgwZkuCYREVFafjw4Zo7d66WLVuml19+WdWrV3d7zHPnztWBAwdkGIbeeOMN9e7dO1G29fnz59W/f39t2rRJU6ZMUb169Sx9yLDzcVuwYIHr+PTt21dt2rSRw+GQaZpasWKFgoKCFBYWpgULFigyMlKjRo2y7EvVzCozjsRgh3Lwxhtv3PG141y/U6dOiX5v1RfymfF8InPr2rWrvv32W/3xxx9q1aqVGjZsqPfff19FihTxWEwPPfQQSS7IEDNmzNDhw4flcDjUrl07tW/f3tX5OH36dB0+fFiGYej9999Xhw4dErxZeO3aNY0ZM0YzZ87UkiVL9Nxzz6lu3bqWxWbn9ppd69DMyA5tIjuz67OBncuAne8ddmbn+kCyZ3vNruUTd8eO15qd2fneYde+BTv3f2fG+5qd2pJ2u3/YuXzSlkyfzFhGASAzIGEGtjJv3jxJUv369TVmzBjX7+vVq6dmzZrpt99+k2EY6t27d4KHBacXX3xRBw8eVHBwsEJDQ70iYWbmzJmKjo7WQw89pJCQEAUGBkqSunTpombNmunnn3+WJHXs2DHR8QgICNCQIUMUHh6uDRs2aO7cuRnSGbh06VIZhqHnnntO/fv3T3Kd/Pnza/z48Wrbtq12796t2bNnW/ogY+fjtnz5chmGoWbNmqldu3au3xuGoQYNGujJJ5/UW2+9pT179mjFihXKli2bPvnkE8s+PzPKjCMx2KEcZMmSRbGxsZbtzyqZ8Xwic+vSpYuefvpp9erVS2fPntWSJUsUGhqqhg0bqmPHjrrvvvsyPKbvv/9eI0eO1NSpU2UYhh566CG9/vrrGR4H7n3Odkfbtm3Vp0+fBMsWLVrkWta1a9dE2wYGBmrgwIG6du2aFi9erLlz51raiWrn9ppd69DMyA5tIjuz67OBncuAne8ddmbn+kCyZ3vNruUTd8eO15qd2fneYde+BTv3f2fG+5qd2pJ2u3/YuXzSlkyfzFhGk7No0SJJUqNGjRiFD4DHkTCDZF29elXBwcFau3atTp8+rYCAAFWsWFEtW7ZUvXr13PKZv/76qwzD0Jtvvpng976+vmrXrp369esnSapTp06y+3j55ZcVHBxsu3mX3WXLli0yDEM9e/Z0Nd4kqVChQnr99dc1duxYGYah5s2bJ7uPTp06acOGDUnOe+kOf/zxhyQlaNQlxcfHR927d1e7du20Y8cOS2Ow83H77bffJEktWrRIcnnevHkVHBysTp06affu3VqwYIEKFiyod99919I4MpPMOBKDHcrBggUL9MEHH+j333+XYRhq2rSpGjZsmOz6pmnqzTfflGEYmjBhQqLhT62SGc8nMr9q1aopNDRUEyZM0PTp0xUTE6NFixZp8eLFqlOnjpo0aaJatWpl2LzdDodDffr0kZ+fnyZOnKhDhw4pR44cbmuDIePExcVp7dq12rx5s44cOaLw8HBdu3ZNsbGxypIli7Jly6YCBQqoTJkyqlKliurWrevWkbKOHz8uSWrZsmWC38fHx+vEiROSlGqyVocOHbR48WIdOXLE0tjs3F6zax2aGdmhTWRndn02sHMZsPO9w87sXB842a29Ztfyibtnt2vNzux877Br34Kd+78z433Nbm1JO90/7Fw+aUumT2Yso8np27evHA6Hnn/+eWXNmtXT4QDwciTMeLFdu3ZpwoQJ2rt3r3x8fFSzZk317NlTRYsW1fnz59W6dWv99ddfkm41SG7cuKFt27Zp27Zteu655zRy5MhEwxverfPnz0tKes7DatWquX6+vaHyb/ny5ZN0K+HHG/zzzz+SpAoVKiRaVqdOHY0dO1aSUhz6sWzZspKkCxcuWB9gEuLi4hJ8bkrKlSsn6f+vDavY+bhdv35dklSyZMlk18mWLZsmTpyo1157Tb///rsmTJig4sWL6+WXX7Y0lswiM47EYIdy8OCDD2rBggUaPXq0pk+froULFyoyMlKDBw9W7ty5U9z2iSeecNvDTGY8n7g3ZMuWTb169VKLFi30xRdfaM2aNYqPj9e6deu0bt06BQYGql69eqpbt66qVaumvHnzuj2mHj166I8//tD69es1ePBgPfHEE8qRI4fbPxfusWPHDg0ePNjVcemcC93p5s2bioqK0sWLF/X7779r1apV+vzzz1WvXj199NFHKly4sOUxxcfHS1Ki68rhcMjHx0dxcXGpfm6BAgUkSZcvX7Y0Nju31+xah94Jh8OhokWLenyIbju0iezMrs8Gdi4Ddr532Jmd64Pb2am9ZtfyCWvY6VqzMzvfO+zat2Dn/u/MeF+zY1vSLvcPO5dP2pLpkxnLaEpM0/T48ygASCTMeK0FCxbo448/1s2bN10d9aGhodq1a5fmzp2rIUOG6OTJk5KkUqVKqWLFioqKitLu3bt15coVrV69Wn5+fho5cqSlcWXPnl1XrlzR6dOnEzUUCxYsqCpVqigsLEx///23SpcuneQ+nF9A5MqVy9LY7oSvr6+aNGmSIZW9j4+PpFuNVufDktPtDd5z584l2wAODw+XdGvIwIxQsmRJHT16VFeuXEn1PIWFhUmyPjY7H7fAwEBduXJFFy5cSPEBITAwUJMmTVKLFi0UHh6uQYMGqXDhwvrvf/9raTzp4e/vr+HDh2fY52XGkRjsUA6kW0Og9unTR88884z69u2rlStXavfu3frkk09Uq1Ytyz8vLTLj+UxKRtYFd4rYUlaiRAmNGzdOp06d0rRp0/TDDz/oxo0bunr1qhYtWuQaNrZYsWJ64IEHVKRIERUuXFidO3d2SzxBQUGqX7++Lly4oAkTJujDDz90y+e4gx3OZ3IyOrYtW7aoW7durg7dUqVKKW/evIqIiNDx48cVHx+vwoUL6+WXX9alS5d05MgR7d+/X3FxcVqzZo12796tKVOmqHz58pbGVahQIf3111/at2+fnnnmmQTL7r//fh05ckSnTp1SmTJlkt2H883Wf7ep7pad22uSPevQOxEQEKD169d7OgzbtInSKqPvHXZ+NrBrGbD7vSOtMvpas3N9kBQ7tNfsXD7vREY/v98JO8Rmh2vtTmT0MbPzvcOufQt27v/OjPc1O7clPX3/sHP5lGhLpoddy2ibNm3SvW3Hjh0TTMlkGIamT59uRVgAkGZMDOeFTpw4oaFDh7oyiF977TW99tpryp07t8LCwtSnTx9t3LhRvr6++vTTT7Vq1SqNHj1a48eP16ZNm/Tqq6/KNE0tW7ZM27dvtzS2SpUqSZKmTZuWaFnWrFk1Z84cbdiwIdmHBUmaPHmyDMNQ5cqVLY3tTvj5+WnEiBEZ8oDqnPt0+fLliZblzJlT+/fv1+rVq1N8YHA2zpOaF9cKzqxsp2effVaS0tRBP3/+fEmyfI5XOx835xdhixcvTnXdwoULa/z48cqaNavi4uLUvXt37d2719J40sPHx0dNmzZV06ZNM/Rze/TooTp16sg0TQ0ePNhWI03ZsRzc7oknntDSpUvVsGFDnTt3Tl27dtXAgQNdby54gp3PZ1pkZF1wp4gtbUqUKKGBAwdq8+bNGjFihOrUqSN/f3+ZpinTNHX69Glt3LhRs2fPdr1h5A45cuTQ22+/LdM0NXv2bF25csVtn2U1O53Pf8vI2MLCwvTee+8pLi5OzzzzjNasWaNVq1Zp9uzZCg0N1ebNm9W4cWP9888/unTpkj7++GPNnj1b27dv10cffaScOXPqwoULeuuttxQZGWlpbDVq1JBpmho1apQiIiISLHv55ZdlmqamTp2a7PZxcXH66quvZBiGHnvsMUtjs3N77XZ2rEPtzO5totRk9H0tMzwb2K0MZJZ7R2oy+lqzc32QEk+21zJD+UwLTz2/p4WdYrPLs0FqMvqYZYZ7h936Fuzc/50Z7muZsS3pqftHZiifEm3JO2HXMrpjxw7t3LnT9W/Hjh2p/pNujTCza9cu1/a3LwOAjETCjBeaOXOmoqOj9dBDD2np0qUaNGiQBg0apEWLFilfvnz6+eefZZqmOnbsqGbNmiXYNiAgQEOGDFHt2rVlmqbmzp1raWzNmzeXaZpasWKFevfurT///DPN2547d059+/bVhg0bJEmvvPKKpbHdqcuXL+vAgQM6evSo601id6hfv75M09TkyZNdjf7bZcmSRSVKlEh2mMIffvhBISEhMgxDL774oltibNCggWrUqKGuXbvqq6++UqlSpeTr66uvv/7a9UbEv5mmqUmTJmnWrFkyDEP169e3NCY7H7cXXnhBpmkqODhYCxYsSHX9SpUqafTo0fLx8VFkZKTatWunhQsXWhpTSk6dOqWffvpJq1ev1pIlS7Rs2TKtWbNGu3bt0pkzZzIsDqegoCDly5fPNRKDXdixHPxbYGCgRo4cqdGjRytnzpz6/vvv1bhxY+3atcutn5sSu55PuFdG1aFplSNHDjVp0kTjx4/X9u3bNXHiRHXp0kU1a9ZUkSJF5HA4Ek2tY7VXX31VISEhmjhxols/xxudOXPG7fXV1KlTFRkZqRo1amjChAkqUaJEguX58+dXUFCQ6tatqzlz5mjbtm2Sbl17bdq00bx585QnTx6dPXtW3333naWxtW/fXn5+fjp69KjeeOONBHOsv/baa3rkkUc0f/58ffnll4qNjU2w7alTp9S1a1f98ssvkqTWrVtbGpud22v/Zsc6NK3q1KmjevXqKTo6OkM+LzO0iewkszwb2KkMZKZ7R2oiIiIUHh7u9naGZO/6IC080V7LLOXzdnZ7fs8ssd3ODs8GTnY4Zpnl3mGnvgU7939nhvtaZm5LZvT9I7OUT4m2ZFrZtYy++OKLCa7dSpUqqVq1ain+k26NJlOlShVVq1ZNVatWdf0XADKaYWZUCx62Ub9+fZ08eVKTJ0/WU089lWDZN998o7Fjx8owDK1Zs0bFixdPch+//PKLXnvtNRUuXFgbN260NL53331Xq1evlmEYMgxDwcHBevLJJ1Pc5p133tGGDRtcU0w999xz+vLLLy2N63bR0dH6888/5XA4dP/997uG6ZOkffv2KSgoyNWYlG4Ntdm0aVO98847ypkzp6WxxMTEqEmTJvrzzz9lGIYKFCig8ePHu95WSM7kyZO1ZMkSHT16VKZp6oEHHtCCBQvk5+dnWWwNGjTQiRMnXPOlSkownLRpmsqVK5e2b9+eYNi9gQMHatu2bTp79qxM01TZsmW1cOFC+fv7WxabnY9bbGysXnnlFR05ckSGYahEiRKqXLmyPvnkkxTnZ120aJH69+/vOt7OOUCdQ2da6ZdfftH8+fO1fv36RG8o/FvOnDn11FNPqV27dhk28tOsWbM0dOhQZc2aVRs3bvToFG12LgcpCQsLU79+/fTjjz/K4XCobdu26tGjhx5++GEZhqFffvnFrfMF385O59MpPDxckyZN0saNGxUeHq6cOXOqWrVqat26tZ544okUt42MjFS1atXkcDh06NChDIrYPuxUh5YvX96S69k0TV2/fj3FOeZhX+XLl5fD4dDu3bvddl9ztr9nz56tKlWqJLve3r179eqrr6p27dqJOvLnzp2rjz/+WJUqVdL3339vaXw//PCD+vfv7/r/qlWr6sknn3R1Po8YMULnz59Xnjx5VLVqVQUEBOivv/7SwYMHXW9Ftm/fXn369LE0Lju311Jipzo0Lay6F6Yms7aJPC0zPBv8m6fLQGa4d0RGRmrx4sXav3+/PvvsswTLzp07p4kTJ2rVqlU6f/68pFsjRlSqVEnNmjVT8+bN3TZNkx3rAzu31zJL+bTz87udYrPztXY7Ox0zJzveO5Jip74Fu/Z/2/m+Zue2pJ3vH5mlfN6OtmTy7FxGQ0NDNXToUF25ckUPPPCARo4cmeKU0hn1HAoAaUHCjBeqUqWKoqOjtXXr1kRzMP7+++9q1KiRDMPQgQMHEnyJdbvLly/rySefVJYsWbR//35L44uNjVVQUJDmzJmjmzdvauPGjSpUqFCK27Ru3Vq7d++WJDVu3FjDhg1zW4f4xIkTNWXKFNfwnUWKFNGQIUNUs2ZN7dmzR+3bt1dUVFSibHDDMFSqVCkFBweraNGilsYUFhambt266dChQzIMQytWrEhx2E5JatasmQ4ePChJKl26tFvikqSoqCgdPnxYBw8e1MGDB3Xo0CEdO3bMNWJAvnz5XG9ROz322GO6fv26TNNUqVKl9O233yZ6E9sKdj5u586dU7du3XTgwAFJt+avd/6ckjVr1qhfv366du2aJFne8I2MjNRHH32kVatWSVKa33pwPsDWr19fQUFBbv/C6ubNm657Qrly5TyeYGHncpCakJAQjRo1SjExMbrvvvt09OjRDH+Ysdv53LNnj7p27aorV64kKAPO6/zFF1/UsGHDkj0+zoSZjPrSyk7sVofycA4pY66Dhx9+WLGxsfr5559TTPyKiIjQf/7znyTrhbNnz6p27drKmjWrfv31V8tj3LRpk4YOHaq///5bkpL8MtbZqXb7//v6+qpTp0567733LI9Jsnd7LTWeqEN37tx5x9u88cYbMgxDkydPTvTFweOPP25VaJIyd5vIk+z6bJAaT7Yj7Xzv2L9/v7p3767w8HD5+PgkOJd79uzRW2+9pUuXLiX5rGUYhh555BGNGzcu1X6S9LJbfWD39pqdy6edn9/tGJvdrzU7HrPb2e3ekRQ79S3Yuf/bzvc1u7Yl7X7/yAzlMym0JZNm5zL6zz//qG/fvvrpp5+UJUsWde/eXZ07d07ymrN7uQHgXUiY8UKPPvqoIiMjtWzZskTzdTo76Q3D0IYNG1S4cOEk9+FMrMmRI0e6OmXT4p9//tG6devSNNzfpEmTFB4eroYNG+qRRx5xSzyS9PHHH2vevHmJHkr9/Pw0Y8YMDRkyRIcOHZK/v78aNWqkihUrKioqSlu2bNG2bdtkGIYqVKig+fPnJ5uMlF43b97UihUrtGbNGtcoQSnp1auX/vjjD7300ktq27Zthr6hGRMToyNHjujgwYO6evWqOnfunGB5/fr15XA41KhRI7Vt29atDSY7HzfTNLVy5UqtWrVKFy5c0IwZM9K03enTp/X5559r7dq1Mk3TsoZvfHy8WrdurT179sg0TZUsWVLPPPOMHnroIRUtWlQ5cuRwzb8bExOjiIgInT17VgcPHtTGjRt16tQp15y306ZNs7wMZDZ2KgepOXr0qHr37u26lrz5YebixYtq2LChLly4IF9fX9WuXVslS5bUyZMntWnTJsXGxsowDJUrV05TpkxJlJgqeW/CjB3r0Dp16sgwDC1fvtxrRiq413311Vfp2sYwDHXu3FlZsmRJsKx79+6WxOXspF24cGGKb1gdP35cL7zwgvz9/RPNLR4eHq6nn35afn5+2rdvnyVx/VtMTIw2bNig5cuXa//+/ckO5e/j46MyZcqoVq1aatasmcqWLeuWeJzs3F5LTUbXoc5ORysYhpEhI6FlpjaRJ9nt2SCtPNmOtOO9w9lvERERIdM0VaZMGS1evFh+fn4KDw9Xo0aNdPnyZTkcDtWqVUuPP/64cuTIofPnz2vbtm3atWuXq000e/Zst93f7FQfZIb2mh3Lp52f3+0am52vNbses3+z070js7Bj/7dkz/tacuzQlrTz/cMps5ZP2pJJs3sZnTZtmsaMGaOYmBg98sgjCgoKUqlSpRKsQ8IMADshYcYLtWjRQvv379dbb72ld955J9Hy2NhY/fPPP8qfP3+yFdXnn3+u4OBgVatWTbNmzXJ3yLbw008/qV27djIMQ7Vr11ajRo0kSTNnztTOnTtVtGhRnTlzRrlz59aMGTP0wAMPJNg+NDRUH374oeLj4/XJJ5+oWbNmnvgzMoXY2NhEX1jhzv3zzz/at2+fnnvuOUv2N3v2bA0ZMkQ+Pj7q27evXn/99TR/IRMfH6+QkBB9/vnnMk1T/fr1U5s2bSyJ615lt3IQFxencePGKTQ0VJK0YsUK23YCuNO4ceM0YcIEZc2aVdOnT9fDDz/sWnb27FkNHDhQW7dulWEYuv/++xUSEqI8efIk2Ie7EmasnqKlefPmlu2LOtS9oqKi1KBBAzkcDq1du9btn2fnay09yQLOx6GktrOqjLZs2VJ79+5V06ZNE029cbsvv/xS48ePV5kyZbRixYoEy0JDQ9WrVy+VKlXK9Waxu127dk3nz5/X9evXdePGDWXNmlXZs2dX0aJFM2x6o3tBRtahlStXVmxsrCX7sktiZ0a0iex8X7OK1c8Gd4J25P8bPny4pk+frsDAQH3xxRd65plnXMsGDx6sOXPmKHv27Jo4caIee+yxRNuvXLlSvXv3VlxcnAYMGJCmL1itQH3gXu4on3Z+frdzbHaVWY8Z9w7v5cl2x7/ZrX/NLjJT+aQtab2MKKN//PGHevfurSNHjihr1qz64IMPErRdSZgBYCckzHih4OBgff755/Lz89PAgQP1yiuv3NH2P/zwgwYNGqSbN29maAdNUpyZ0BkxxHrPnj21fPlyvfDCCxozZozr93FxcWrWrJl+++03GYaR4hd5zkSj//73vwoODnZ7zICVnF/2derUST179kzXPkaNGqXJkyercuXKmj9/vsURAu738ssv6/Dhw+rZs6c6deqUaLlpmvr000/13XffyTAMVapUSSEhIQke/NyVMGPnUQWoQ90ro0ctsvO19vzzz+vkyZMyDCPNw9Sn5MiRIxZEdevtqhEjRsgwDL399ttJjlyzfv16vfvuu7p586Y6duyoXr16uZYdPHhQb731lsLDw9W6dWsNGDDAkrhw7/n999/1wQcf6Pfff5dhGGratKkaNmyY7PqmaerNN9+UYRiaMGFCoo7n6tWruztkW7DzfQ33lueff15//fWXPv74Y7Vs2TLBspo1a+r8+fMaNGiQWrVqlew+vvnmG40dO1ZVqlTRnDlz3B0yMik7P7/bOTa74ph5t4zs/wYAK8XGxmrs2LGaOnWqTNNU9erVNXz4cBUqVIiEGQC24vB0AMh4r7/+usqWLauYmBgNGjRITz/9dJrmOJw8ebIaNmyo/v37Ky4uTvfff/8dJ9tYKTIyUnXq1FG9evUy5PN+/fVXGYahN998M8HvfX191a5dO9f/16lTJ9l9vPzyy5Kse1v5TkVFRWXoMbsTxJY+GRnb8ePHJemuyn2LFi0k3RpO01M4n+kTFRWlunXr2i62jD5mJ0+elKQEbwPfzjAMDRgwQG+88YZM09SBAwf0/vvvKz4+3u2x3f6WoWmad/3PStSh9xY7X2uLFy9WixYtXPOvv/zyy9q5c6drjvt//3O2gQ3D0K5duxItt8prr72m++67T6Zp6uuvv1b9+vU1evRozZkzR1OmTFHHjh319ttvKy4uTvnz51fHjh0l3Xrrr2XLlnrllVcUFhamHDlyuJZ5gp3Lgd1jy6g69MEHH9SCBQvUvn17GYahhQsXau7cuapQoYKqV6+e6N9///tf17ZPPPFEouWektHn0873tTth13Jg13aklPHH7OzZs5KkunXrJvh9XFyczp07J+nW1BEpcY7U53w+8wQ7X2t2jEvK+Njs/Pxu59jSivOZPpTRO5fR/d93wq7HTCK29LBrXBJtyfSyQ2xZsmRR7969FRISoiJFiujHH39Uw4YNtWjRIo/FBABJ8fV0AMh4fn5+mjp1qrp166ZDhw7p3LlzCgwMTHW7lStX6o8//pAklS5dWhMnTrTF8HwZ1SF5/vx5SVKxYsUSLatWrZrr55SOZb58+SRJV69etTi6tImPj9eZM2cse3vSSsSWPhkZ240bNyRJ2bNnT/c+nNninvwigfOZPvHx8fr7779tF1tGH7OYmBhJUsGCBVNcr3///rp48aJCQ0O1efNmDRkyREOGDHFrbAMGDFD16tXVo0cPxcbGqmLFihozZowcDs/nR1OH3lvsfK0FBARo6NChqlOnjgYMGKCFCxdq586dGjFihB599NEUt/Xx8ZGPj49b4vLz89PEiRPVuXNn/fnnnzpx4oQmT56cYB3TNJU/f35NnDhRuXLlkiT5+/trz549kqQCBQpo3LhxKly4sFtiTAs7lwO7x5aRdWiWLFnUp08fPfPMM+rbt69Wrlyp3bt365NPPlGtWrUyJIa7ldHn0873tTth13Jg13aklPHHzN/fX7GxsYqLi0vwe19fX2XLlk03btxI9XnL1/dWV56zXeoJdr7W7BiXlPGx2fn53c6xpRXnM30oo+lnx0kC7HzMiO3O2TUuibZketkptscee0xLlizRsGHDtHjxYvXr18/TIQFAApmr9weWKVSokObPn68vvvhCzz33nEqVKpXqNqVLl9aDDz6onj17avHixV43DKTzofT06dOJlhUsWFBVqlRR4cKF9ffffye7D+cbIc4vQYDMxPlF908//ZTufWzatEkSw8gi88qbN6+ktL3RO3z4cFWtWlWmaWrevHmaOHGiu8NT3bp1NW7cOBmGoYMHD2rp0qUqVqxYuv5ZiTr03mPXa83pmWee0ZIlS1S7dm2dOnVKbdq00eeff+7RLxeLFy+uBQsWqEePHq7RZpz/ChcurPbt22vJkiV66KGHXNtkyZJFTZs21ccff6yVK1cmSDADUvPEE09o6dKlatiwoc6dO6euXbtq4MCBun79uqdDsyW739dwbyhRooQkafPmzYmWVa1aVZJSHeFs+/btkqQiRYpYHB3uJXZ+frdzbHbFMQMAZHaBgYEKCgrS2LFj6dsDYDskzHgxHx8fvfTSS65OwdSMGjVKS5YsUefOnRPNbe8NKlWqJEmaNm1aomVZs2bVnDlztGHDBpUuXTrZfUyePFmGYahy5cpuihJwn2eeeUamaWr48OHpGsL3yJEj+vzzz2UYRorTrgB29sgjj0iSpkyZkuq6fn5+Gj9+vEqWLCnTNDV27FjNmDHD3SGqdu3a6tatm0zT1IQJEzw6XL8Tdei9yY7X2u3y5s2r8ePHa9iwYfL399fUqVPVrFkzj03rJd263rt06aLQ0FDt3btXmzdv1q5du7Rhwwb16dPHlZR3u+HDh6tVq1Z39UYxvFdgYKBGjhyp0aNHK2fOnPr+++/VuHFj7dq1y9Oh2ZLd72vI/OrWrSvTNDV69GgdOXIkwbLXX3/dtezmzZtJbn/hwgWNHTtWhmHo6aefzoiQkUnZ+fndzrHZFccMAHCvqF+/vpYuXarhw4frs88+88rvGgHYDwkzQBo1b95cpmlqxYoV6t27t/788880b3vu3Dn17dtXGzZskHR3cw4DntKpUyflz59f586dU5MmTdS3b1+tWrVKp0+fTrJD1zRNhYWFacOGDRo0aJBatGihK1euKE+ePOrYsaMH/gLg7jVr1kymaWrt2rXq06ePzp49m+L6efLk0aRJk5QnTx6ZpqnPPvtM/fv3d3uc3bt314MPPqi4uDiNGTPG7Z+XGurQe5fdrrWkvPLKK1q8eLEeeeQR/fHHH3rllVc0YcIExcfHezQuf39/FSxYME1TowJ3q0GDBlqyZImqV6+u06dPq02bNgoKCvLoqEt2lRnua8i82rZtq/z58ysiIkKtW7fWpEmTFBkZKelWwtZrr72mnTt3qkOHDgkSaiIjI/XDDz+oadOmOnv2rAICAtSuXTsP/RXIDOz8/G7n2OyKYwYAuJcUKFBATZs2VdOmTTPdNLgA7k2+ng4Annf27FmFh4crZ86cKlOmTJq2iY+P1+7duyVJjz/+uDvDs4369evrueee0+rVq7Vs2TKFhoYqODhYTz75ZIrbvfPOO9qwYYPrAfbZZ59V3bp1MyJkwFJ58+bVrFmz9Oabb+r06dNavHixFi9eLElyOBzKli2b/P39ZRiGoqOjFRkZmaDjxjRNFSpUSN98841y587tob8CuDu1atXSSy+9pGXLlmnJkiVasmSJ8ufPr5UrVyY7+kPp0qU1depUdejQQRcuXNDKlSvdHqdhGPrwww/VsWNHrV27VidPnkzT9IvuQh3qXr6+vmrSpIlH5qW227WWnBIlSmjWrFn65ptvNH78eH355ZfauHGjRowY4enQEjl+/LiOHTumqKgoFSpUSBUqVCCpBpYoVKiQgoODFRISolGjRmnatGnasmWLp8OyncxyX0PmFBgYqEmTJql9+/a6cuWKxowZo/Hjx6tSpUoqVaqUcufOrQIFCujnn39W06ZNlSNHDvn5+enSpUuKj4+XaZpyOBz69NNPVbhwYU//ObAxOz+/2zk2u+KYAQAyi2PHjmnPnj1q1qxZomWrV6/WqlWrdPToUVefR9WqVdW4cWOVLVvWA9ECwC0kzHixzZs3a+TIkQmG8sybN69atmypDh06KFu2bMluGxUVpTfeeEMOh0OHDh3KiHBtYdSoUQoKCtKcOXN08+bNNCUYXbx4UXFxcZKkxo0ba9iwYe4OE3CbkiVLasmSJZo5c6ZCQkJ07tw5SdLNmzd19epVXb16NcntihYtqsaNG6tjx45MKYFMLygoSAUKFNCMGTMUFxena9eupXpdly9fXrNmzVKPHj0yrN586qmnEg3170nUoe7j5+fn0cQPu11ryXE4HHrrrbf09NNPq3fv3tq7d6+aNm2aoTEcOHBAU6ZM0aFDh7Rq1aoEy7Zt26agoCD98ccfCX7v5+enZ599Vr1791ahQoUyMlzco9q0aaP//ve/6t27t0enKLOzzHJfQ+b00EMPadmyZRo+fLhWrVqlqKgo7dq1y/VSkpNpmoqIiEjwu6JFi2rYsGGqUaNGRoaMTMrOz+92js2uOGYAADu7cuWK+vXrpw0bNsjf3z9BwszFixf17rvvutq7pmlKkk6ePKmdO3fq22+/Vdu2bdWjRw9lyZLFI/ED8G4kzHipOXPmaOjQoTJN01U5Sbfmwx4/fryWL1+u//3vf7r//vtT3M/t22Y0f39/DR8+PEM/M0uWLBowYIA6duyodevWpelLi1q1aqlChQpq2LChHnnkkQyIMnmefAM9NcSWPp6ILVu2bOrUqZM6duyow4cP6/Dhwzpz5owuXbqk6Oho+fj4KFu2bAoMDFSZMmVUrly5VO8lGYnzmT52jc0Tcfn4+KhPnz5q37691q5dq/Dw8DRtV6pUKc2dO1dz585VSEiITp065eZI7YU61L0uX76s06dPKyAgQKVLl5avL8385FSqVEmLFi1SUFCQZs2alWGfO3fuXA0dOlTx8fEyDEOmabqup1mzZumTTz5J1DaXpOjoaIWGhmrz5s0aP368HnvssQyL+d/sXA6I7c7cf//9mj9/vsaNG6fQ0FBJstVQ2HY8ZpmBXY+bXeOSPBdbgQIFNHr0aNfog/v379fvv/+uc+fO6fr164qKilLWrFmVPXt2FS9eXBUqVFCtWrX01FNPycfHJ0NjTYpdz6ld45I8F5udn9/tHFtqOJ/pQxm9c57o/04rux4zidjSw65xScSWXhkZW0xMjNq1a6cjR47INE3FxMQoOjpa/v7+io6Odk03apqm8uTJo0ceeUSBgYG6cOGC9uzZoxs3bmjq1Km6cOGCgoKC3B4vAPybYXoy4wEecfToUTVp0kRxcXEqWrSo2rdvr5IlS+rkyZOaP3++663WHDlyaNKkSapatWqifURGRqpatWoyDIO3EgEASIfLly8zHDbSJDo6Wn/++accDofuv//+BF+U7du3T0FBQfrll19cv8uePbuaNm2qd955Rzlz5vREyJnG1q1bXckCQ4cOddubTAcOHNCrr76qmzdvKjAwUA0aNNCgQYPk6+ur/fv369VXX1V8fLwKFCigDh066LHHHlOOHDl0/vx5bd26Vd99952uXr2qPHnyaPHixSpYsKBb4gQAAAAAALgTU6ZM0ciRI+VwONS2bVu1b9/e1W8xadIkjR49WoZh6L333lOHDh0S9L1cu3ZNY8aM0cyZM2UYhr766iumYweQ4UiY8UKDBg3SvHnzVLRoUS1cuFC5cuVyLYuPj9fkyZM1btw4xcfHKzAwUNOmTVOlSpUS7MMOCTMRERH66aefdPr0afn7+6tSpUpufft8wIABeuWVVzz+hrsVzpw5I+nWsKx2Q2x3jlEF7pwdj9nVq1d14MABXbx4UVmzZlXp0qVtN3erHY9bRrNzXUBs7ueJMjBx4kRNmTLFNcR6kSJFNGTIENWsWVN79uxR+/btFRUVlWhUEsMwVKpUKQUHB1teb9n5fNo1tl69eik0NFRlypTRtGnTEoyw1L17d61du1alS5fWrFmzlDdv3kTb//XXX3r99dd17tw5de7cWT169MjI8BOhTXRviIqK0osvvijDMLR27VpPh5NIRp5Pu9477iV2L58ZdV/jWnM/u19ruHdwraWPnY+bHWPL6P7vO2XHY4b0s/P5JLb0yajYmjVrpkOHDqldu3bq06dPgmUNGjTQ8ePH1bZtW/Xt2zfZffTp00eLFy/W008/rUmTJrklTgBIDgkzXuj555/XX3/9pZEjR+qll15Kcp2VK1fqgw8+UFxcnPLkyaO5c+eqZMmSruUZkTCzZ88e7dmzRz4+PqpRo0aCL46/++47jRs3TteuXUuwTfny5TVs2LBECT5WKF++vAzD0H333afmzZurcePGypMnj+WfkxHKly8vh8Oh3bt3K2vWrJ4OJwFiSygzjipw9epVBQcHa+3ata4GecWKFdWyZUvVq1fP7Z9vt2M2c+ZMSVLLli2THD7977//1ueff661a9cqPj4+wbJixYqpQ4cOatWqleVx/Zvdjptd2bkuILa7Y8cy8PHHH2vevHmJkmH8/Pw0Y8YMDRkyRIcOHZK/v78aNWqkihUrKioqSlu2bNG2bdtkGIYqVKig+fPnWzp9g53Pp11je/rpp3Xu3DlNmDBBzzzzTIJljz76qCIjI5NcdrulS5eqd+/eeuCBB7R06VL3BpwK2kT3Bk++BGG382nXe8ftwsPDNWnSJG3cuFHh4eHKmTOnqlWrptatW+uJJ55IcVvnuXY4HDp06JDlsdntfKZHRt3XMsO1Zmf3wrVmN55+frdrbFxr6WPn42bX2OzW/307ux4zO6O9RmzeGlu1atV048YNrVy5UqVKlXL9Pj4+XpUqVZJpmlqzZo2KFy+e7D5+//13NWrUSAULFtTmzZstjQ8AUkPCjBeqUqWKoqOjU62gli9frg8++ECmaapkyZKaPXu2641Xd3auRkREqEePHvrxxx9dv3M4HOrSpYveffddff/99xowYECy2wcEBGjixImpNkLvVKVKlRQXFyfp1lvbvr6+qlevnpo1a6annnrK0s9yN2cn3S+//GLLpBRiu8WOowpI0q5duzRhwgTt3btXPj4+qlmzpnr27KmiRYvq/Pnzat26tf766y9JcsXmnCv1ueee08iRI+Xn52d5XJI9j1lKne979+5V5/9j776jojj3/4G/Z+n2XmPFgoqxpKmJUbAroMhyb2KsseQayzeaaOIN9kSjuWqSnzFBb4yJ5VpiQBdEjYgFgjdELFHUK9Eoih0bIiAwvz88bCT0dXb3w+77dY7nCLMz++Yzs1OefeaZceNw7969fJmezPbSSy9hxYoVKFeunKbZckmsm1SSjwXMZjqJn4FDhw5h5MiRUBQFXl5e8PPzA/C4E15cXBzq1auH5ORkVKlSBWvXrkXz5s3zzB8eHo7p06cjJycHH330EQICAjTLJnl9Ss3m6emJ7OxsxMbG5nkUW1ZWFjw9PaEoCo4cOQJXV9dCl5GSkoIuXbqgXLlyeRq9rIHnRLbBWh1mJK5PqfuOXEePHsU//vEP3L17N09dcs+xBwwYgPnz5xf6eTTnupa4Pk1hqf2a9G1NMlvZ1ixN8vW71Gzc1kwjuW4Ss0lt/84lsWbS8XyN2ew5W+53jjExMflGzW3bti2ysrLw22+/FTnCze3bt9G5c2c4Ozvj+PHjmmUjIioJdpixQ0UdvP7qu+++w8KFC6EoCtq1a4fvv/8ezs7OZjuBU1UVr732Go4fP17gwXzBggX4/PPPcfXqVTRt2hTjx49HmzZtkJGRgQMHDuCbb77BvXv3UK1aNezcuVPTnrK3b9+GwWBAaGiosZd37glv3bp1MXjwYAQEBKBu3bqavWdJLF++3KR5FEXBuHHj8jwvEnj8WACtMJvppI4qsHXrVsyePRvZ2dl5Gqxq166NTZs2Ye7cudi7dy8AoFGjRsZchw8fxt27d6EoCnx8fPDpp59qlimX1JoV1vh+584d9O/fHykpKQCA7t27o0ePHqhXrx4ePXqExMREhIeH49SpU1AUBV26dME333yjWa5cUusmldRjAbOZTupnYOrUqdixYwf69euHZcuWGX+flZWFgIAAnDlzBoqiFNkZZvHixVi9ejW6dOmC1atXa5ZN8vqUmq1Lly64ffs2wsPD8z1ur3Pnzrhz5w7i4uJQoUKFQpdx8eJF9O7dGxUrVkRcXJxm2XhOZL+s0WFG6vqUuu8AHneW8/X1xa1bt+Do6AgvLy80bNgQFy5cwP79+/Ho0SMoioKWLVvim2++QfXq1fMtw1zrWur6lLxfk7ytSSZ1W5NO8vW71Gzc1kwjuW4Ss0lu/wZk1kw6nq8xm71ny32qRUEj5/r7++P06dPYsWMHmjRpUugyfv75Z7z55puoW7cuoqKiNMlFRFRS7DBjh/r27YsLFy7gyy+/hLe3d7Gvnzt3Lv7zn/9AURR4e3vj//2//4f09HSznMCFhIRgxowZcHJywrvvvmu8m/q7775DcHAwXFxckJGRAQ8PD2zYsCHfaAvnzp3D66+/jnv37mHSpEl4++23Ncv2pMTERPz4448ICwvD9evXATy+oNHpdOjSpQv0ej169OhhkedV5n4ZXxp/vTPnSVquT2YzjdRRBf744w8MHDgQGRkZqFu3Lry8vAAAERERuHPnDl566SX88ssv0Ol0mDt3bp73TU9Px8KFC7Fp0yYoioLVq1ejc+fOmuQC5NYMKLzDzJIlS7Bq1So4Ojpi2bJl6NWrV4Hzr1y5EkuXLoWiKFiyZAn69++vWTapdfvhhx80WU4uvV6v6fJySToWMJtppH4GAMDLywtXr17F5s2b0bZt2zzTcs+XFEXBzz//XOijHBITE+Hj44OqVasiNjZWs2x/fQ8p61NytlGjRuHQoUMYPXo03nvvvTzTpk+fDoPBgM8++wx9+vQpdBnBwcFYtmwZnn32WWzevFmzbDwnMk1ZOVYVxdIdZiSvzydJ2ncAwOeff46vvvoKbm5u+O677/Dss88ap125cgUzZ85EdHQ0FEVBs2bN8P333+c7LphjXUten5L3a0+Stq1J3a9J3tak1gyQff0uNZvkbS0pKUmzZQFAgwYNNFuW5LpJzSa5/VtqzQDZ+1yerzGbvWebN28eNmzYgObNm2P9+vV5OvKtXbsWH3/8Mf72t79h3rx5Bc6flZWF4cOH48iRI2brrEtEVBR2mLFDs2bNwubNm+Hh4YH//Oc/xQ43nJOTg/Hjx2P//v1QFAV9+vTBrFmz0KVLF80bV3O/TBg/fjwmT56cZ9o//vEP7Nu3D4qiYOXKlejatWuBy1i/fr3xOa5an0j/VU5ODmJiYhAaGorIyEikp6cbG9iqVKmCQYMGQa/Xw93d3WwZ+vTpgwsXLkBRlEIf6VIap0+f1iDVY8xmGqmjCnz88cdYu3YtWrduje+//954F/y1a9cQEBCAW7duAQDeeustvPPOOwUuY/z48YiKikLfvn3x2WefaZILkFszoPAOM/3798f58+cxbtw4TJkypchlzJw5E1u2bEHXrl2xatUqzbJJrZspX3IURlEUszz7+UkSjgXMZhqpnwHgzyFrCxoR8MKFC+jTpw8URcHx48fz3QmfK3c4W0dHR5w4cUKzbAWRsD4lZ9u6dSs+/PBD6HQ6zJs3L0/j7P/+9z8EBASgVq1a2LhxI2rWrJlv/l9++QVjx45FZmYm3n33XYwZM0azbDwnMk1ZO1YVxNIdZiSvz4JI2HcAwODBg3Hq1ClMnToVY8eOzTddVVV8/PHHWLduHRRFgaenJ77//vs8553mWNeS16fk/VpBpGxrUvdrkrc1qTUDZF+/S83Gbc00kusmNZvk9m+pNQNkfw54vsZs9p4tKSkJAwYMwKNHj9CiRQvMnTsX7du3BwBkZ2djyJAhOH78OMaPH4/x48fnacdKSkrC3LlzjZ3K/vOf/xjnJSKyFJ21A5DlDR8+HI6Ojjhz5gwCAgKwbds2nD9/vtCGJJ1Oh2XLlsHT0xOqqmLXrl14/fXXzZLtf//7H4DHz/T8qyff8/nnny90Gbmj5ly4cEHjdPnpdDp07doVS5YsQXR0NObPn4/nnnsOwOMvqdasWQMfHx+8/vrr2Lp1Kx4+fKh5hm3btuFvf/sbVFWFoigYPHgw4uLicPLkyQL/5X5hpigKfv3113zTmc362Y4cOQJFUfDmm2/m+b2joyNGjhxp/LmoEaIGDx4MQNu7IQ8ePAhFUTB16tQ8j4yoXbs2hg4datyHFHWHRu5F49GjRzXLBcitWVEuX74MAPD19S32tW+88QYA7bNJrdvQoUONjSCqqj71P3OTcCxgNtNI/QwAQPny5QEAly5dyjetVq1aaN++PerUqWPclxTk/PnzAIDKlStrmq0gEtan5GyDBw9G+/btkZOTg5kzZ2LMmDGIjY1FZmYmWrRogY8++gjXrl2Dv78/vvvuO5w+fRrnz5/H/v378cEHH2DUqFHGu7CHDh2qaTaeE5mmrB2rJJC8PgsiYd8B/Hld+9ehzXMpioKgoCAMGzYMqqrixIkTeOedd5CTk2OWPLkkr0/J+7WCSNnWpO7XJG9rUmsGyL5+l5pN8rbWunVrTbYxc2xrkusmNZvk9m+pNQNk73N5vsZs9p6tQYMGmDNnDoDH+7jXX38dQ4YMwRdffIGwsDAMHz4cNWrUwFdffYVu3bphwoQJePfddxEYGIg+ffogJiYGADBy5Eh2liEiq7D82Ohkdc2aNcP777+Pjz/+GOfPn8cHH3wARVFw+PDhQkebKVeuHNasWYMxY8bg6NGjuHjxolmy3b17F8Dju6j+qmXLlsb/F9WbPHe44oyMDG3DFaNChQoIDAxEYGAgkpKSEBoaiu3btyMpKQlHjhzB0aNH8fHHH2PAgAHQ6/Vo166dJu/r6uqKefPmwdvbG0FBQQgJCUFcXBw++eQTYyNbYRwcHMz6LFlmM83NmzcBAPXr1883rWPHjsb/P9mw9Fe5z8K9f/++ZrmuXr0KAGjVqlW+ad7e3sa7uurWrVvoMpo2bQoAxjvGtCK1ZkVxcnJCZmZmgSMJ/FWtWrUA/LmP1IrUugUFBaFz586YMmUKHj16hDZt2mDZsmXQ6eT387XWsYDZTCP1MwAAnp6eiImJwZo1a7B06dI809zc3LBx48Zil7Fq1SooipLvkU7mxm0tP0VREBwcjLfeegtHjx5FTEwMYmJi4ODggLp166JKlSqoWLEibt68iU8++STf/KqqomrVqli5ciVcXV01yZSL50SmKcvHqlyOjo4YNGiQZnfqFkfy+iyONfdrmZmZAP48HyzMhx9+iJSUFISHh+PAgQOYO3cu5s6dq1mOv5K8PiXv14pjzW1N6n5N8rYmtWaA7Ot3qdkkb2s//PADPv30U3z77bdQFAWtW7fWvBO1qSTXTWo2ye3fUmsGyN7n8nyN2ZjtcUec6tWrY968ebh8+TLi4+Nx5MiRfK9LSUnB3r17jT+rqgpHR0eMHTsW//d//6dpJiKikrL+2QRZxbBhw7BixQq4u7tDVVWUL1++2EczVahQAd9//71xpANzqFGjBoCCe7dWq1YNb731Fvz8/IwnBgU5fvw4AJToS2hzadCgASZNmoSffvoJ69evx9ChQ1G7dm2kpaVhy5YtZhmhp3v37ti+fTu8vLyQlJSE4cOHY/HixcYTdmtittKROqpAbsPxnTt38k2rU6eO8f83btwodBnXr18HAM2/7JNas6J4eHgAAJKTk4t97blz5wAgz/NftSC5bj169MDnn38ORVFw8uRJGAwG1K9f36R/1mKNYwGzlY7kz4Ber4eqqoiIiMC0adOM+4GSuHHjBj744ANERUUBAAIDAzXNVhrc1v5UuXJl/Oc//8GcOXPQrFkzqKqKrKwsJCUl4bfffsPt27cB5L9b0snJCb6+vjAYDGjWrJmmmZ7Ec6LSK+vHKmdnZ3zyySdYuHChRd5P+vosKUvvO3Ify5f7txdl4cKF6NChA1RVxebNmxEcHKxplieVhfUpcb9WGtY4hkrcr0nf1iTWDJB9/S41m+RtTafT4f3338dbb70FVVWRkJCAihUrwt/f36R/WpJcN6nZJLd/S61ZLqn7XJ6vMRuzPdatWzdERETg888/R58+fVC3bt0CR3dSVRU6nQ7u7u4YPXo0tm/fzs4yRGRV7DBjx7y9vREWFobw8HD861//KtE8zs7OmDlzJrZt2wa9Xq95o/3zzz8PVVXx2WefIS0tLd97T5kyBYsWLcIzzzxT4Pzp6en47LPPoCgKXnzxRU2zmeq5557DP//5T3z88cfw9PQEALMNu16tWjWsWLEC8+fPh4uLC7799lsEBARY7BEzzKaN3O1kzZo1+abljioQFRWFxo0bF7oMc4wq4O7uDgDYsWNHvmmVKlXCb7/9ht27dxd5sh0aGgoAaN68uWa5ALk1e1JYWBh+//13488DBw6EqqrYunVrsfN++eWXZskmvW5eXl4YP348VFXFV199VaKGB6kseSwoLXvOJvkz0LdvX/Tu3RuqqiIsLAw+Pj44dOhQsfNNmjQJXl5e2LZtGwCgV69e6NGjh6bZTGXP21ouRVHw2muvwWAwICwsDAsWLMCoUaMwYMAAdO/eHZ06dUL37t0xYMAAvPXWW/jss88QHR2NTz/91Niwbk48Jyo9acequLg4JCQkWDVDYcrC+iwtS+w7ckcQ+eabb4p9rbOzM1asWIGGDRsar6vXrl2raZ5cZWV9StuvmcqSx1Bp+7WysK1Jqxkg+/pdaraysK1NmTIF3t7eUFUVc+bMsfiIawWRXDep2SS3f0ut2ZMk7nN5vsZszPYnZ2dn9OnTB59//jn27t2LX3/9FTt37sTWrVuxbt06bN26FTt37sSRI0cQFhaGadOmGUeOIyKyFnaYIbi7u6Nbt26lmqdFixb46KOPYDAYNM0ycuRI6HQ6nDx5EgEBAdi0aVOJLv4yMzOxc+dO6PV6nD17FjqdDiNGjNA0W2mpqorY2Fj885//ROfOnTFmzBjj888bNmxo1vcODAzEtm3b0K5dO5w9exaBgYH46quvzP5cVGbThtRRBfr27QtVVbFq1Sps2bIl33QnJyc0aNCg0NGqfvzxR3z//fdQFKXA5zQ/Dak1e9KsWbPg4+OD5557DsOHD0diYiKcnJywYcOGAhsKAeDixYsYO3YsYmNjAQABAQGaZioLdZs4cSJatGiBrKwsLFu2zCzvYU7WPBYwW/GkfwaWLFmCoUOHwsHBAaqqokmTJsXOk5KSgqysLKiqioEDB5a4U7Q5cVsrWLNmzTB48GC8//77WLJkCb7++musWbMGX3/9NZYsWYIpU6agb9++mo8uVhI8JyodSceqYcOGISAgAJ9++qmI8+snlZX1WRKW3HcEBARAVVXs2bMH77//Pq5cuVLk63Mf31a1alWoqooFCxbgww8/1DQTUPbWp5T9WmlZ6zglab9WVrY1STUDZF+/S81WVra1RYsWoXr16rh16xa++uors71PSUmum9Rsktu/pdbsr6Ttc3m+xmzMVrgKFSqgcePGaNOmDZ5//nm0adMGjRs3hrOzs0Xen4ioJBRVym2dJFJ2draxU8ygQYMs8p7//ve/jV/uKIqC9evX53n+YkH69u2LCxcuGO+weu+99zBmzBizZy1I7nCQ4eHhxqEzVVWFq6srevfuDb1eb7HRb3JycvD1119jxYoVyM7OxrPPPotPPvkE/fr1g6IoiI+PL/ZRXMxmnWyTJ0/G7t27oSgKFEXB6tWr0alTpyLnmTRpEqKiopCdnQ1VVdG7d2988cUXmmXKzMzEoEGDcO7cOSiKgpo1a2LFihXGnu2FWbVqFbZv347ExESoqormzZtj69atmp8US6wZAMyZMwenTp3CmTNnkJ6ebvx97rOoc5/Tevz48TzPXc7dr+W+xtvbGytWrNA0GyC3bk+Kjo7GmDFjoNPpEBERgUaNGpntvbQi6VjAbEUrC5+Bq1evIjIyskSPxVy5ciWuX78OX19f411u1sJtzTTWOP8uDM+JSk7KsSr3kY+KoqBDhw5YtGgRGjRoYJUsBSkr67Mw1tp3vPfeewgLCzOeP9aoUQM7d+40DslekNOnT2P06NG4desWFEWBqqpQFEXTkVXK4vqUsF8rCQnHKSn7NaDsbGuSaib5+l1ytrKyrW3YsAHz5s2Dm5sb9u3bZ9VHFQKy6yY1m+T2b6k1+ytJ+1yA52vMxmwllZ6ejv79+0On02HPnj1WyUBE9FfsMENFSktLQ8eOHaHT6Sw6tPdPP/2EJUuW4I8//kBcXBwqVqxY5OtHjRqF2NhYVK5cGdOnT9d8FIbiJCUlwWAwwGAw4I8//gDw5/DInp6e0Ov18PHxQYUKFSyaK9eJEycwbdo0nD9/Hq6urkhPTxfTGMhsBXv06BEWLVqEjRs3Ijs7G/v27UPt2rWLnOeNN97A4cOHATx+3M/8+fM175Ry7do1jB8/HgkJCVAUBREREUUO8Qg8vssi9y7Ixo0bY/Xq1ahXr56muQC5NcuVk5ODxMREJCQk4OTJkzh58iROnz6NtLQ01KtXD3v37s3z+s6dO+P27dsAgAEDBmDBggVwcXHRPJf0upUlko8FzFY4fga0Ze31WVazPcla599F4TlR2eHh4WFsOM3JyYGbmxsmTJiAESNGwMnJydrxyuT6lLDvyM7Oxr/+9S+sXbsWWVlZcHNzw5EjR4qd78KFC5gyZYpxX6L1FzBlcX3mkngdKmFbk6osb2vWJPn6XWq2srKtZWdnG9+zZcuWVu8wI7lukrNJbf+WXDPJeL7GbMxWMrltHlpv60RET4MdZqhI1j54JSYmolmzZsW+LioqCllZWXj11VfN8oVyQW7fvo0dO3bAYDDg2LFjAP5szKpatSp8fX2h1+vRokULi+QpTkZGBhYtWoQNGzYAgNUbA5/EbIWTOKpAdnY2IiIi8NNPPxmfmVyUd999F2fPnoWPjw9GjBhh9s+oxJoVRlVVnDt3DtevX0fnzp3zTHv33XdRsWJF+Pn5FXuXkRbKUt0kkXwsYLbSkfYZCAoKQmBgYJn4jElcn2UhW2Gsff5dGJ4TlQ25HWaCg4Mxc+ZMXLt2DYqioEGDBnjnnXeMo2hYm/T1KXXfcf36dezZswfXr1/HO++8U6J5Hj16hE2bNuH7779HUlKSWfYr0tdnYay9XwPkbmtSldVtzZokX79LzsZtzTSS6yY5m9T2b8k1k4zna8zGbEWT2uZBRPaNHWaoSDx45ZWeno49e/bAYDAgJiYG2dnZAB43aOl0OnTp0gV6vR49evQQcQdnQaKjoxEeHg4AmDdvnqiczEZEZYHkYwGz2Y7cL73d3d2h1+sxcOBAVK1a1dqxjCSvT8nZSkL6+TfPiWTL3XfEx8cjIyMDQUFBxmGuczvOjBkzBoMGDbK7u36LU9b3HSVx584dVKlSxdoxxLH0fs0etjUiIiIyDc/XyNZJb/MgIvvEDjNUJEsfvPr06YOAgAD4+/ujZs2aZn+/0pg2bRoiIyPx8OFDAH/e9dWgQQP4+/tj8ODBqFOnjsVzSb4DndlMIzmbVJJrxmylJzUXIPdYwGymkbyteXp6IisrC8DjL7kdHR3Rs2dPBAQE4JVXXrFqNqnrU3q2krL0+bfkzwGzld6THWZyR8mIjo7GggULcO7cOQCP9ynVq1fHgAED0L9/f4v9DVJrBsjed0itm9RcgOxs3NZKT2ouQHY2Kj2uT9NIrpvUbJLbv6XWDGA2U0jNBTCbqSRnKyl2mCEiidhhhopk6YNXbgOvg4MDXn31Vej1enTv3h06nc7s712SbLlcXV3Rs2dP6PV6dOrUyYqpZN+BzmymkZytpNLT09G/f3/odDrjXc3mJLlmzGY7uQC5xwKA2UwheVu7ffs2DAYDQkND8zzLHADq1q2LwYMHIyAgAHXr1rV4NqnrE5CdraSsdf4t8XPAbKbn+utjZbKzs7Fx40asWbMGSUlJAP7cp9SrVw89evRAhw4d0L59e7PtV6TWDJC975BaN6m5APnZcnFbK9u5ANnZSsPS1++lYclsXJ+mkVw3qdmkt39LrBnAbLaUC2A2U0nOVlLsMENEErHDDBXJ0gevgQMH4syZMwD+bMCtUaOG8Uuhhg0bmj1DYTw8PNCmTRsEBATA19cXFStWtFqWJ0m+A53ZbC9bSVl63yG5ZsxmO7kAuccCgNlMIXlbe1JiYiJ+/PFHhIWF4fr16wAe5/3rYxscHR0tkkfq+gRkZyspHkOZ7WkU1mEml6qq2L17N7777jvEx8cbf5977QUA5cqVQ926dVGnTh38+9//1iyb1JoBsvcdUusmNZf0bNzWbCeX9GylIfmLK0tm4/o0jeS6Sc0muf1bas2YzbZyMZttZispyecdRGS/2GGGimSNg9eZM2cQEhKCsLAw3Lx5E8CfFw8vvPACAgMD0adPHzg7O1skT67Tp0/nuRtMCsl3oDOb7WUrKUvvOyTXjNlsJxcg91gAMJspJG9rBcnJyUFMTAxCQ0MRGRmJ9PR0Y94qVapg0KBB0Ov1cHd3N2sOqesTkJ2tpHgMZbanUVyHmSclJydj9+7d+Omnn3DkyBHk5OTkma71Nii1ZoDsfYfUuknNJT0btzXbySU9W2lI/uLKktm4Pk0juW6Ss0lt/5ZcM2aznVzMZpvZSiozMxOzZs2CoihYuHChteMQEQFghxkqgcuXLwMA6tevb9H3zcnJwcGDBxEaGoq9e/ciIyMDwOMTgIoVK8LX1xd6vR6tWrWyaC7JpN2Bzmy2na0o1mxwk1wzZrOdXGR7ytq2lpqaioiICGzbtg2HDx+GqqrGRpL27dtDr9ejf//+xX5hTjJZ6/xb8ueA2UqmNB1mnpSamorjx4/j5MmT+P3335GcnIz79+8jJCTELDkl1awskVo3qbmkZ5NMat2k5pKerTjsMJMf16dpJNdNajbJ7d9Sa8ZstpWL2WwzGxFRWcMOM1QmpKamYseOHQgJCcGRI0cA/NlztlWrVggMDISvry8qVKhgtgxxcXGaLu+FF17QdHlPknIHOrPZR7aCSGhwk1wzZiu7uSQfC5hNG1K2tdJISkpCaGgotm/fjqSkJACPz5Pc3NwwYMAA6PV6tGvXTrP3k7w+JWcrSyR/DpitaKZ2mLEWCTUDyt6+Q0rdykouSdm4rdl2LunZCiPh+r0w1s7G9WkayXWTnE1C+3dBJNeM2WwnF7PZZrbC3LlzB5cuXYKrqysaN27MTj1EZHXsMENFio2NRWRkJC5dugQXFxe0adMGAwcORO3ata2W6eLFiwgJCcH27duNd98qigIXFxf06dMHer3eLI1GuY3PWlAUxThknrlJvgOd2WwvWy4JDTRPklwzZitbuSQfC5hNe1I/A0U5fPgwIiIisGfPHly9ehUAoNPp7GZ9Ss5WVkn+HDBbfmWtw8yTeHw3jdTPgdRc1s7Gbc1+cknP9iRp1+9PkpSN69M0kusmOZu12r+LI7lmzGY7uZitbGfLyMjAuXPnoNPp0KxZMzg4OBinHT9+HIsWLUJ8fLzxd+XLl4e/vz8mTZqESpUqmS0XEVFR2GHGjt27dw8bN27E0aNH4eDggFdffRX+/v5wdHREdnY2pkyZgp9++inffK6urnjvvffwxhtvWCF1Xr/88gtCQkKwe/duPHjwAMDji4eGDRtCr9dj7Nixmr2Xls8Zt9ZFq6XvQGc2+80mrYHmSVJrxmxlI5fkYwGzmZfUz0BBcnJyEBsbi2XLluHEiRN2tT4lZ7MFkj8HzPbYBx98AEVRMG/ePDg5OWmyTGvg8d00Uj8HUnNZIxu3NfvMJT2b5Ot3qdm4Pk0juW6Ss1my/bs0JNeM2WwnF7OVrWzBwcH45ptvcP/+fQBA3bp1MXfuXHTt2hVHjx7FqFGjkJ6ejr9+La0oCho1aoTVq1ejXr16mmYiIioJdpixU7/99hvGjx+PW7du5fl9p06dEBwcjKVLl2LNmjXG39eoUQMZGRnGA52iKHj//fcxcuRIC6YuXEZGBg4ePIhdu3Zh3759uH//vuYXhiEhIUVOnzFjBhRFwZw5c+Ds7Fzs8vz9/bWKZhJL3IFuKmYzjaRsmZmZmDVrFhRFwcKFCy3+/iUlqWZ/xWwyc0k+FjCb5Uj8DKiqikOHDsFgMCAyMhL37t0z/r5Ro0bYtWuXZu8leX1KzmZrJH4OcjGbbbH347uppG5rUnMB3NZMJXWdSs0FyMsm+fpdcrZcXJ+mkVa3J0nNZon2b1NJrRnAbLaUC2A2U1ki2+zZs7F58+Z8nWGcnZ2xdu1azJ07FwkJCXBxcYGfnx/atGmD9PR0HDx4EDExMVAUBa1atcKWLVvyjEpDRGQJ7DBjh1JTU9G/f39cv34dOp0OTZs2BQAkJiZCURQMGzYMP/zwA9LS0uDn54d3333X+AimI0eO4KOPPsLJkyfh6OgIg8GAJk2aWPPPMUpISMCuXbuwc+dOXLhwweIXDGVx+HNz34H+NJjNNJKzSSW5ZsxW9nJJPhYwm7asva3lOnnyJAwGA8LDw3Hz5k0AjzvJuLq6onfv3tDr9XjxxRctmkny+pScrSyS8jkoiL1mCwoKQmBgoJgRr7Ri7fVZVvcd1q5bWcsFWD8btzX7yAXIzkalx/VpGsl1k5rN2u3fRZFaM4DZbCkXwGymMme2Q4cOYeTIkVAUBV5eXvDz8wMArF+/HnFxcahXrx6Sk5NRpUoVrF27Fs2bN88zf3h4OKZPn46cnBx89NFHCAgI0CQXEVFJOVo7AFneunXrcP36ddSoUQNff/01PD09AQDR0dEYP3481q5dCwDo3bs3Fi9enGfeDh06YN26dfjb3/6GxMRErF27FrNmzbL435Dr999/h8FgQFhYmPF5rqqqoly5cujXr5/VcklW2B3oANCwYUMrJmM2U0nNdufOHVy6dAmurq5o3LgxHB3lHHKk1gxgNlvKRbZHyraWlJQEg8EAg8GAP/74w5gNADw9PaHX6+Hj44MKFSpYLBMVrXv37potS1EUREVFaba80pLyOSgIswE//PADtm7dCnd3d+j1egwcOBBVq1bVbPmWJHl9Sia1blJzAbKzSSa1blJzAbKzAUBycjIAiHwUgsRsEtfn/fv3ceLECaSkpMDNzQ2NGzc23igphcS65ZKaTXL7t9SaAcxmS7kAZjOVpbJt3rwZANC3b18sW7bM+PuePXsiICAAZ86cgaIomDZtWr7OMgAwYMAAnDx5EqtXr0Z4eDg7zBCRxcn59pIsZvfu3VAUBVOnTjV2lgGAV155BXq9Hv/5z3+gKArGjx9f4Pxubm6YPHkyJk2ahJ9//tlSsY2uX7+O8PBwGAwGYw/Y3C+JOnTogICAAPTv3x/lypWzeDbJJN6BzmxlN1tGRgbOnTsHnU6HZs2a5Rkm8fjx41i0aBHi4+ONvytfvjz8/f0xadIkVKpUySyZSoLr07aySc1FtkfCtnb79m3s2LEDBoMBx44dM2YAgKpVq8LX1xd6vR4tWrQwaw4yzb1795CWlqbJshRF0WQ5pSXhc8BsxXN0dERWVhYSExOxaNEiLFmyxNhI+corr2j2PuYkeX1KJrVuUnNJzyaZ1LpJzSU925O8vb2h0+lw+PBhcSMcScpmjfW5fv16AMBrr71W4GMqLl++jMWLF2PPnj3IycnJM61+/foYPXo0Xn/9dU0zlZbkz4HEbNLbvyXWjNlsLxezlZ1sR44cgaIoePPNN/P83tHRESNHjsSMGTMAPD6eF2bw4MFYvXq1mBF5iMi+sMOMHUpKSgIAdOrUKd+0gQMH4j//+Q8AoFmzZoUu47nnngMAXLt2zQwJ80tNTcXu3buxfft2xMXFIScnx3iRUKNGDfj5+UGv14u7a8LaJN+BzmxlN1twcDC++eYb3L9/HwBQt25dzJ07F127dsXRo0cxatQopKen53leaWpqKtatW4eDBw9i9erVFr0rTELNmM32c5HtkbCtpaenY8+ePTAYDIiJiUF2drYxh06nw8svvwy9Xo8ePXrAycnJbDno6YWHh+O9997D4cOHoSgKmjZtimeffdbasYol4XPAbKVz8OBBGAwGhIaGIiEhAY8ePcLOnTuxc+dO1K1bF4MHD0ZAQADq1q2r+Xs/DcnrUzKpdZOaS3o2yaTWTWou6dmK8uR1vDTWzGbt9Tl//nzodDoMHjw4X4ehY8eOYdy4cbh3716BNbp06RLmzZuHXbt2YcWKFRbtYGHtupW1bNLbvyXWjNlsLxezlc1suZ1y6tevn29ax44djf8v6r2rV68OAMbvHIiILIkdZuxQZmYmgIIvNJ8chu3BgweoUqVKgct48OCBWbI96dGjR9i/fz8MBgP27duXJ7ejoyO6du2KgIAAeHl5FXh3hb2SfAc6s5X9bLNnz8bmzZvz7D+Sk5MxYcIErF27FvPmzcPDhw/h4uICPz8/tGnTBunp6Th48CBiYmJw4cIFTJw4EVu2bDHr51ZSzZjNdnOR7ZG0rU2bNg2RkZF4+PBhnhwNGjSAv78/Bg8ejDp16pg9B2mjbt26WL16Nd5++23ExMTgypUr+OyzzwocitjaJH0OmK30qlatiuHDh2P48OFITEzEjz/+iLCwMFy/fh3Jycn48ssv8dVXX6FLly7GDnfWemymlJqVNVLrJjWX9GySSa2b1FzSsi1fvtzkeb/++ut8nbEnTpz4tJGMJGd7kqT1+eR7P+nOnTsYP3487t69C+DxY0B79OiBevXq4dGjR0hMTER4eDhOnTqF//73v5g0aRK++eYbs+aUVjfp2aS3f0usGbPZXi5mK/vZypcvj7t37+LSpUuoVq1anmm1atVC+/btce3aNVy+fBmNGzcucBnnz58HAFSuXNmsWYmICsIOM3aofv36OH/+PP773/9i8ODBeaZVqVIFq1evxpUrV5CVlVXoMg4ePAgAeOaZZzTPFxcXB4PBgF27dhmfqZh7kG/cuDEGDx4Mf39/1KxZU/P3Lqsk34HObLaT7dChQ9i0aRMURYG3tzf8/PwAPB4aOC4uDlOmTEFycjKqVKmCtWvX5vkScOTIkQgPD8f06dNx6tQphIaGav4sUok1Yzbby0W2R+q2ZjAYjP93dXVFz549odfrCxwhkMoGFxcXLF++HAEBATh//jw++OADbNmyBTqdztrRxH4OmO3pNGvWDNOnT8d7772HmJgYhIaGIjIyEunp6YiOjkZ0dDSqVKmCQYMGQa/Xw93d3eyZpNdMKql1k5pLejbJpNZNai7J2ZYvX27SYxxVVcXKlSvz/V7rDjNSs0ldn4X55ptvkJKSAkdHRyxbtgy9evXKM7179+4YM2YMVq5ciaVLl+Lnn3/Gjh070L9/f01zSK6b1GyS27+l1ozZbCsXs9lWNk9PT8TExGDNmjVYunRpnmlubm7YuHFjsctYtWoVFEVB27ZtzRWTiKhQ7DBjh1599VWcO3cOS5cuRdu2bfN8qa3T6dClS5ci5//999/xxRdfQFEUeHl5aZrNy8sLV69eBfDnRYKbmxv69u2LgIAAPP/885q+ny2QfAc6s9lWts2bNwMA+vbti2XLlhl/37NnTwQEBODMmTNQFAXTpk0r8I75AQMG4OTJk1i9ejXCw8M17TAjtWbMZlu5yPZI39batGmDgIAA+Pr6omLFilbLQdpxc3PDF198AX9/fyQkJGDz5s147bXXrJpJ8ueA2bSh0+nQtWtXdO3aFampqYiIiMC2bdtw+PBh3L59G2vWrMGaNWvQvn176PV69O/fP9/jHrRQlmomidS6Sc0lPZtkUusmNZf0bI0aNcKFCxegKEqpH2Vk7kcfSc0meX0WJjIyEoqiYPTo0fk6yzxp3LhxSEpKwpYtWxASEqJphxnJdZOaTXL7t9SaMZtt5WI228um1+sRHR2NiIgIODg4YPz48SV+fNyNGzewZMkSREVFQVEUBAYGmjktEVF+iir54bRkFteuXYOPjw9SU1Ph4uKCHj164J133kGDBg2KnC8uLg4RERH48ccfkZ6ejsqVKyM8PBw1atTQLJuHh4fx/+3bt0dAQAD69++P8uXLa/Ye5uLh4QFFURAfH2+WBuai3jeXtDvQmc00UrPlXtBv3rw5X0/vkJAQzJgxA4qi4Oeff0bVqlULXEZiYiJ8fHxQtWpVxMbGapZNas0AZjOF1FwlYa1jQUkwW8Hvm0vatnb69Ok8+coSbmvFW7RoEb799lvUrFkTUVFRVnskDiD7c8Bs5pWUlITQ0FBs374dSUlJAABFUeDm5oYBAwZAr9ejXbt2mr1fWa6ZNfcdUusmNRcgO1txuK3lJzUXIDtbeno6FixYgM2bN0NRFPj7+2PGjBkoV65cga9XVRWenp5QFAVxcXH5tj8tHwUjNZvk9VnYvqFdu3bIzMyEwWBAs2bNilzG6dOnMWjQINSoUQPR0dGaZsslsW65JGWT3P4ttWYAs5lCai6A2UwlOdvkyZOxe/duKIoCRVGwevXqYnNNmjQJUVFRyM7Ohqqq6N27N7744gsLJSYi+hNHmLFDtWvXxhdffIFJkyYhNTUVO3bswJgxY4qdb+7cufj999+hqipcXV3x2WefadpZBgCqV68OPz8/iw0Jbisk34HObKaRmO3mzZsAHj/W7a86duxo/H+FChUKXUb16tUBAPfv39c4ncya5WK20pOai2yP1G2trHaWoZIZP368sUH8+vXrqFevnlXzSP0cAMxmTg0aNMCkSZMwadIkHD58GBEREdizZw+uXr2KLVu2YOvWrUhISND0Pct6zaxFat2k5gJkZ5NMat2k5gLkZnN1dcW8efPg7e2NoKAghISEIC4uDp988gmee+65Iud1cHDQtINMWcomdX0WxsnJCZmZmSV6bE+tWrUAAHfv3tU8h+S6Scwmvf1bYs1yMVvpSc0FMJuppGZbsmQJFi1ahI0bNyI7OxtNmjQpdp6UlBRkZWUBAAYOHIj58+ebOyYRUYHYYcZOde7cGQaDAV999RUiIyNLdHL+zDPP4Ny5c3j55Zfx/vvvF/jIlae1f/9+q95hW5S4uLgSve7w4cNwcXEp9nUvvPDC00YCAISGhor9Uo3ZTCM1W/ny5XH37l1cunQJ1apVyzOtVq1aaN++Pa5du4bLly+jcePGBS7j/PnzAIDKlStrmk1qzQBmM4XUXIDcYwHAbKawhW2tpOxhfQKysz2pUqVKmDhxolmWXVqSPwfMZjnPPfccOnToAC8vLyxbtgwnTpzQ/LEXkmsmed8htW5ScwGys3FbKz2puQDZ2XJ1794d27dvR1BQEPbu3Yvhw4djxIgReOedd+Ds7MxsTygL6/OvPDw8cPjwYSQnJxfbznLu3DkAj89DtSS5blKzSW7/llozgNlMITUXwGymkpzNyckJQUFBGDNmDCIjI1G7du1i5+nWrRtatWoFX19fTUc3JSIqLT6SiUrs4sWLqFixYqGPWrF1ucOfakFRFM3v1iQytzFjxiAmJgb9+vXD0qVLTVrG+PHjsW/fPnTr1g1ff/21xgmJzE/ysYDZbIvkmjEbke1QVRWHDh2CwWBAZGQk7t27Z/x9o0aNsGvXLisntAzuO8hSuK2RNW3ZsgULFy7Ew4cP0axZMyxevBitWrUyTrfmI8EkZ5Mg9++fN28eOnbsaLzxccuWLZg5cyaGDh2KoKCgIpcxatQoHDp0iO0xRERERER/IbMrM5nVlStXULdu3VLP17BhQzOkyWv58uWaLk/rO3cl9i+zhTvQS4rZTKNVNr1ej+joaERERMDBwQHjx49H06ZNSzTvjRs3sGTJEkRFRUFRFAQGBmqSKZfUmgHMZgqpuXJJPBbkYrbS4bZmOmYrHVPPvy1B8ueA2czn5MmTMBgMCA8PNz52M/fRu71794Zer8eLL76o6XtKr5nEfQcgt25ScwGyswHc1kpLai5AdraCBAYGolOnTpg2bRqOHj2KwMBATJgwAW+99RZ0Op1Z37ssZCsL63PWrFkAgHLlyqFNmzZo1aoVnJycsGHDBnTs2BH9+/fPN8/Fixcxf/58xMbGQlEUBAQEaJpJct2kZpPc/i21ZgCzmUJqLoDZTCU1W1BQEAIDAzlKDBGVWRxhxg61bt0aXbp0QWBgIHr06CFqCEgt77YCgFOnTmm2rJCQEM2WBQD+/v6aLEfyHWrMZhrJ2SZPnozdu3dDURQoioLVq1ejU6dORc4zadIkREVFITs7G6qqonfv3vjiiy80ywTIrhmzlZ7UXIDcYwHAbKYoy9vajBkzoCgK5syZU6Ih6+1hfQJys9nL+be9HKcA2dkKk5SUBIPBAIPBgD/++APAn1/ce3p6Qq/Xw8fHBxUqVDDL+0uumdR9ByC3blJzAbKzcVsrPam5ANnZipKTk4Ovv/4aK1asQHZ2Np599ll88skn6Nevn9VHcbFmNsnrc86cOTh16hTOnDmD9PT0PO8DPD6eOzo64vjx43k6GPXt2xcXLlwwvsbb2xsrVqzQLBcgu25Ss0lu/5ZaM4DZTCE1F8BsppKaLTeXu7s79Ho9Bg4caLdPqiCisklOSy1ZTE5ODmJiYhATE4MqVapg0KBB0Ov1xuE8rU2rPlxaXngA2jZEaU1yvzdmM43UbEuWLMGiRYuwceNGZGdno0mTJsXOk5KSgqysLADAwIEDMX/+fLNkk1ozgNlMITWX5GMBs5mmrG5rM2bMAAD4+flZ/AsNyetTajZ7Of82B2Z7Ordv38aOHTtgMBhw7NgxAH/mrlq1Knx9faHX69GiRQuL5JFaM6n7jlxS6yY1FyA3G7c100jNBcjOVhidToe3334br776KqZNm4Zjx46J2TatnU3q+pwzZw6Ax+eUiYmJSEhIwMmTJ3Hy5EmcPn0aaWlpqFWrVr7ReO7evWv8mwYMGIAFCxaYJZ/UugFys0lt/wbk1gxgNlNIzQUwm6kkZnN0dERWVhYSExOxaNEiLFmyBD179kRAQABeeeUVa8cjIioWO8zYoWHDhmHHjh24desWbt++jTVr1mDNmjVo164dAgMD0a9fP5QrV84q2SIjIwudpqoqevbsCUVREBYWBldXVwsmk2vhwoVFTi/tHehaYjbTSM7m5OSEoKAgjBkzBpGRkahdu3ax83Tr1g2tWrWCr6+v2YZllFwzZis9qbnI9nBbI0uRfP4t+XPAbKZJT0/Hnj17YDAYEBMTg+zsbACPr6d0Oh1efvll6PV69OjRA05OThbLJblmkkmtm9RcgOxskkmtm9RcgOxsJeHp6YnQ0FAsWrQIGzZssHacPKyRrSysT51OhxYtWqBFixYYNGgQgMfH93PnzuH69ev5Xt+lSxdUrFgRfn5+6Nixo1kySa6b1GyS27+l1gxgNlNIzQUwm6mkZjt48CAMBgNCQ0ORkJCAR48eYefOndi5cyfq1q2LwYMHIyAgQOyjqomI+EgmO5WdnY0DBw4gJCQE+/btQ2ZmJoDHvdLd3NwwYMAA6PV6cc8czB3azZrDw5Y1kmvGbKaRnE0qyTVjttKTmotsj+RtTXI2KhjPv7XHbPlNmzYNkZGRePjwIYA/7z5s0KAB/P39MXjwYNSpU8dieUpD8vqUTGrdpOYCZGeTTGrdpOYCZGf7q+joaISHhwMA5s2bZ9EOlcWRkq0srU9JJNdNajapuQBmM5XUbFJzAcxmKgnZEhMT8eOPPyIsLMzYmVNRFOh0OnTp0sV484akR1UTEXGPZKccHBzg5eUFLy8v3Lt3D2FhYdi2bRuOHTuGtLQ0/PDDD/jhhx/QrFkz6PV6+Pn58ZmDBTh//nyeR9JkZmZi9uzZhb4+ICAAzz//vCWiEWkuKCgIgYGB4r7II7I2yccCZiNLkbw+pWTj+TdZgsFgMP7f1dUVPXv2hF6vR6dOnayYqmySsu8g28dtjcyhtNfvr7zyisUemSA5m1RsjyEiorKiWbNmmD59Ot577z3ExMQgNDQUkZGRSE9PR3R0NKKjo0U+qpqI7Bs7zBAqVaqEIUOGYMiQIfjjjz8QEhICg8GA5ORknD17Fp988gmWLFmCHj16QK/X4+WXX7Z2ZKvbuHEjVq5ciQcPHiA2Ntb4jOCsrCyEhIQU+vzY+Ph4GAwGkUPxEhXnhx9+wNatW+Hu7g69Xo+BAwfyizyya5KPBcxGliJ5fUrOxvNvMqc2bdogICAAvr6+qFixorXjlDmS9x1kW7itkTlJvn6XnE0q1oyIiMoanU6Hrl27omvXrkhNTUVERAS2bduGw4cP53lUdfv27aHX69G/f39xI/YQkf3QWTsAydK4cWNMmTIFe/fuxZo1azBw4EC4uroiMzMTO3fuxJgxY+Dt7Y0vv/wSV65csXZci8vOzsY//vEPzJ07F8nJybh79y7i4+MLfG2tWrWM/6pXrw5VVXHx4kWsWbPGsqGJNOLo6AhVVZGYmIhFixbh1VdfxZQpUxAdHW3taEQWJflYwGxkKZLXp+RsBeH5N2kpNDQUW7duxZAhQ9hZppTK2r6Dyi5ua2QJkq/fJWeTijUjIqKyrEKFCggMDMS6deuwe/duTJgwAc888wxUVcWRI0cQFBSEl19+GTNnzsSxY8esHZeI7BA7zFChOnXqhEWLFuHnn3/GJ598gpdeegk6nQ7JyclYvnw5evbsibFjx1o7pkUtXrwY+/btg6qqaNeuHb788ku0b9++wNfu37/f+C86Ohovv/wyVFXFunXrkJ2dbdngRBo4ePAg/vnPf6J169ZQVRWPHj3Czp07MXbsWHh7e2P58uX8Io/sguRjAbORpUhen5KzFYfn3/S0PDw8rB2hzCrL+w4qW7itkSVIvn6XnE0q1oyIiGxFgwYNMGnSJPz0009Yv349hg4ditq1ayMtLQ1btmzB66+/bu2IRGSH2GGGiuXm5oZBgwZhzZo1iI6Oxvz589GqVStkZ2fb1Z0MycnJ2LBhAxRFwRtvvIFNmzahR48ecHQs2ZPNZs6cCQcHB9y4cQNRUVFmTkukvapVq2L48OH48ccfERYWhjfffBM1a9aEqqpITk7Gl19+afwib9euXcjKyrJ2ZCLNST4WMBtZiuT1KTlbafD8m0wVFxen6T97YSv7DpKP2xpZiuTrd8nZpGLNiIjIFj333HP45z//iY8//hienp4AAFVVrZyKiOxRya7IifC4YWf37t3YvXs3Tp8+be04FmcwGPDo0SO4u7vjww8/LPX8jRs3Rvfu3bF3717ExsaiZ8+eZkhJZBnNmjXD9OnT8d577yEmJgahoaGIjIxEeno6oqOjER0djSpVqmDQoEHQ6/Vwd3e3dmQiTUg+FjAbWYrk9Sk5myns/fybSm/YsGFQFEWTZSmKgoSEBE2WJZ2t7TtILm5rZA2Sr98lZ5OKNSMiorJOVVUcOnQIBoMBkZGRuHfvnnFaw4YNrZiMiOwVO8xQke7cuYOIiAgYDAYcOXIEwOODmaIoeOGFF6DX662c0HKio6OhKAqGDBkCnc60wZl69eqFyMhIYy2JyjqdToeuXbuia9euSE1NRUREBLZt24bDhw/j9u3bWLNmDdasWYP27dtDr9ejf//+cHNzs3ZsIpNJPhYwm20p6cgOhw8fhouLS7Gve+GFF542kpHk9Sk5W0nx/JueFu/IKz1b2HdQ2cBtjaxJ8vW75GxSsWZERFTWnDx5EgaDAeHh4bh58yaAx9evrq6u6N27N/R6PV588UUrpyQie8QOM5RPRkYGIiMjsX37dkRHRyM7O9vY6Fq7dm3jHQoNGjSwclLLSkpKAgC89NJLJi+jbdu2AIDr169rkolIkgoVKiAwMBCBgYFISkpCaGgotm/fjqSkJBw5cgRHjx7Fxx9/jAEDBkCv16Ndu3bWjkxUapKPBcxmW4obJSJ32tixY4tdltajREhen5KzFYXn36SVhQsXFjl9xowZUBQFc+bMgbOzs4VSyVdW9x1U9nBbIykkX79LziYVa0ZERFIlJSXBYDDAYDDgjz/+APDnTR6enp7Q6/Xw8fFBhQoVrJiSiOwdO8wQgMcHqJ9//hkGgwE//fQT0tLSjL93dHSEt7c3AgIC0LVrV5PvgiqJ5cuXl+h1X3/9NZycnIp93cSJE582klFKSgoAoGbNmoW+xtHREZ06dSr0C67q1asDeHznsFYk34HObKaRnK2kGjRogEmTJmHSpEk4fPgwIiIisGfPHly9ehVbtmzB1q1bNf3yVnLNmK30pOYC5B4LmM00krc1QO4oEVLXp/RsfyXl/Fvy54DZSs/f37/I6TNmzAAA+Pn5Wfwuc6k1A2TvO6TWTWouQHY2bmulJzUXIDtbaVj6+l1qNq5P00ium9Rsktu/pdYMYDZTSM0FMJupJGd70u3bt7Fjxw4YDAYcO3YMwJ9tXFWrVoWvry/0ej1atGhhlvcnIiotRZXaEk8W8dtvv8FgMGDHjh24desWgD8PXM2bN0dAQAD8/PxQrVo1i+Tx8PAo8m7q0jp16pRmy2rfvj0yMjKwb98+1K5d26RlJCUloVevXihXrhzi4+M1yaVlzbS+A53ZTCM5m6lycnIQGxuLZcuW4cSJE1AURdPPp+SaMVvpSc0FyD0WMJtpJG9rISEhmi0LKP5L9NKQuj6lZ8tly+ff9nKcAmRnK0pu7vj4eIt3mJFcM8n7Dql1k5oLkJ2N21rpSc0FyM72NMx9/f40zJmN69M0kusmNZvk9m+pNQOYzRRScwHMZirJ2dLT07Fnzx4YDAbExMQgOzsbwOP2Dp1Ohy5dukCv16NHjx4l6gxIRGRJHGHGDl28eBHbt2+HwWDAxYsXAfzZSF++fHkMGDAAAQEBVhueU6s+XFpeeABAtWrVcOXKFSQnJ5vcsHXp0iUAMHn+wkju98ZsppGcraRUVcWhQ4dgMBgQGRmJe/fuGac1bNjQLO8nFbOVntRcko8FzGYaqdualh1ctCZ5fUrNZi/n3+bAbLZFas2k7jtySa2b1FyA3Gzc1kwjNRcgO1tpWPr6vTQsmY3r0/T3k0pqNqnt34DcmgHMZgqpuQBmM5XEbNOmTUNkZCQePnwI4M+MDRo0gL+/PwYPHow6depYMyIRUZHYYcYO9e7d23gynXvgev7556HX69G3b1+4urpaLVtkZKTV3rs4LVq0wJUrVxATE4MOHTqYtIzcv69169aa5Vq4cKFmy9Ias5lGcraSOHnyJAwGA8LDw3Hz5k0Aj/c1rq6u6N27N/R6PV588UVN31NyzZit9KTmAuQeCwBmM4XkbU0yqesTkJtN8vm35M8Bs9kWyTWTuu8A5NZNai5AdjZua6UnNRcgO1tJWeP6XWo2rk/TSK6b1GyS27+l1gxgNlNIzQUwm6mkZjMYDMb/u7q6omfPntDr9ejUqZMVUxERlRwfyWSHPDw8ADx+Zra/vz8CAgLQqFEjK6eS7/vvv8eCBQtQo0YN7Nmzp9RfbNy9exd9+vTB3bt3sWjRIvj5+ZkpKZHlJSUlwWAwwGAw4I8//gDw5xeCnp6e0Ov18PHxQYUKFayYkujpST4WMBtZiuT1KTUbz79JCms+kkkyqfsOsj3c1kgCydfvkrNJxZoREZG1eXh4oE2bNggICICvry8qVqxo7UhERKXCDjN2aOLEidDr9Xj11Veh0+msHafMSElJgZeXFzIzM+Hv748FCxaUav7Jkydj9+7dqFKlCg4cOABnZ2czJSWyjNu3b2PHjh0wGAw4duwYgD8bZapWrQpfX1/o9Xq0aNHCmjGJNCX5WMBstu/8+fNo0qSJ8efMzEzMnj270NcHBATg+eef1zyH5PUpNRvPv0kKdpgpmNR9B9kebmtkLZKv3yVnk4o1IyIiSU6fPm28UYiIqCziI5ns0PLly60doUyqVq0aRowYgZUrVyIkJAQZGRmYNWsWKleuXOR89+/fR1BQEHbv3g1FUTBhwgQ2alGZlZ6ejj179sBgMCAmJgbZ2dkAHjfM6HQ6vPzyy9Dr9ejRowecnJysnJZIe5KPBcxmuzZu3IiVK1fiwYMHiI2NNXa4yMrKQkhISKHPrY+Pj4fBYLCr9Sk1G8+/iWSTuu8g28NtjSxJ8vW75GxSsWZERCQVO8sQUVnHEWZItKSkJBw+fBiDBg0y/i49PR0DBgwodJ6xY8fitddeM0uezMxMDB8+HEePHoWiKChfvjz69u2L7t27o2XLlqhZsyYA4MaNG7h06RL27NmDiIgI3L59G6qq4tVXX0VwcHChX2xpRcod6AVhNtNIyDZt2jRERkbi4cOHAP68e6lBgwbw9/fH4MGDUadOHU3f82lIqFlhmK1s55J8LGC2pydpW8vOzsaECROwf/9+4z533bp1xvdLS0tDx44doSgKatWqlWe+mzdvQlEUTJkyBePGjdM8m+T1KTlbWSHpc/BXzPZ0pI0wI6lmZWnfIaluZSEXICsbtzXbzQXIySb5+l1ytr/i+jSNlLoVRGI2ae3ffyWxZrmYzXZyAcxmKgnZ4uLiNF3eCy+8oOnyiIiKww4zdmj48OGaLUtRFHz33XeaLS/XrVu38PHHHyMiIgJOTk6IjY1F+fLlAeT9cqigzbdChQrYsWNHni+OtJSamoqpU6fiwIEDAFBsI1VuRm9vbyxdurTUzygvjcLuQH+yZgVp2LChWe5AZzbbyvZkT3FXV1f07NkTer0enTp10uw9tCCpZsxmu7kkHwuYzTQSt7WFCxcaz7PatWuHcePGoVu3bnB0dMyX7dSpU3nmHT16NGJiYlCrVi1ERUXBwcFB83yS16e0bGXh/BuQ+TlgNm1J6TAjtWbS9h1/JbVuUnNJzsZtzbZyScwm+fpdcrZcXJ+mkVY36dkkt38DMmvGbLaXi9lsI1vudaYWFEVBQkKCJssiIiopPpLJDv3yyy+aHLxUVTXLHU03b97EkCFDkJSUBFVVkZOTgzNnzqBjx475Xuvr62v8f1ZWFnbu3IkHDx7gq6++KrIX7dOoUKECVq5cibCwMAQHB+Ps2bNFvr5hw4Z4++2389wloLWC7kCPj48vsKdwQXegX7x4EWvWrDHLHejMZlvZ2rRpg4CAAPj6+qJixYqaLvtpSa0Zs9lWrlwSjwXMZhqp21pycjI2bNgARVEwZMgQzJw5s1Tzz5w5EwMGDMCNGzcQFRWFnj17apoPkLk+pWaTfv4t9XPAbKVX0jv7Dh8+DBcXl2Jfp/WdfRJr9iRp+45cUusmNZf0bAC3NVvJJT2b5Ot3qdm4Pk0juW5Ss0lu/5ZaM2azrVzMZnvZODYDEZVlHGHGDnl7exc5PTk5GYqioG7duiVa3t69e7WIZTRu3DgcOHAADg4OGDlyJMaMGYOqVasapxd1N3Xundhubm44cOCARS4gExISEBMTg7NnzyIlJQWqqqJy5cpo2rQpOnfuXGRvXq1IvgOd2Wwn2+nTp0U/j1RizZjN9nIVRsKxgNlMI3VbCw4OxrJly+Du7g6DwWC8U+hJRWUDgAkTJmDv3r0mdbgxhYT1KTWb9PNvqZ8DZis96Xf2SaxZUay978gltW5Sc0nPVhBua2Uzl+Rskq/fJWfj+jSN1LpJzia5/VtqzZjNtnIxm21lCwkJKXL6jBkzoCgK5syZU6KRbfz9/TXJRURUYirRX7Rs2VL18PBQ09LSLP7ex44dM75/aGhoga958OCB8TV/dffuXbVjx46qh4eHumXLFnPHFeHy5cuqp6en6uHhoc6bN6/A1xRVs/Pnz6utW7dWPTw81J9++onZmK1MklwzZrOdXGR7JG9rQ4cOVT08PNR169YV+pqisqmqqoaEhKgtW7ZU/f39Nc1G2rPm+bfkzwGzlV7Lli01+1fYvsVUUmsmndS6Sc0lPZtkUusmNZf0bFR6XJ+mkVw3qdkkt39LrRmz2VYuZrPNbEWxZpsHEVFJ8JFMJEpERAQAoEuXLhg4cGCp569UqRIGDBiAzZs347///S/0er3WEcUxGAx49OgR3N3d8eGHH5Z6/saNG6N79+7Yu3cvYmNjNX1kA7PZVraSDvFfUloO8S+1ZsxmW7nI9kje1pKSkgAAL730ksnLaNu2LQDg+vXrmmQi2yT5c8Bspbdw4UJNlmMOUmsmndS6Sc0lPZtkUusmNZf0bJKv36Vm4/o0jeS6Sc0muf1bas2YzbZyMZttZiMiKsvYYYZE+e9//wtFURAQEGDyMry9vbF582acPHlSw2RyL06jo6OhKAqGDBlS4OMaSqJXr16IjIzEkSNHNMnEbLaZbdiwYWKH+JdaM2azrVyA3GMBwGymkLytpaSkAABq1qxZ6GscHR3RqVOnQvfN1atXBwDcuXNH02xS1ycgO5tUkj8HzFZ6koeullozQPa+Q2rdpOaSno3bmu3kkp5N8vW71Gxcn6aRXDep2SS3f0utGbPZVi5ms81sRERlGTvMkCjXrl0D8Ocd0aZwd3cHANy6dUuTTLmkXpxKvgOd2UwjOZuqqpouTyuSa8ZspSc1FyD3WAAwmykkb2u5DR/p6emoXLlyga9xdnbGmjVrCl3G/fv3ja/TktT1CcjOJpXkzwGz2RbJNZO875BaN6m5ANnZuK2VntRcgOxsgNzrd0BmNq5P00ium9Rsktu/pdYMYDZTSM0FMJupJGcjIirL2GGGRLl79y4AFPrFEPD4S5//+7//K3R6pUqVAAAPHjzQNhxkXpxKvgOd2WwrW3FD/M+YMQOKomDOnDmafzlbHKk1YzbbypVL4rEgF7OVjuRtrVq1arhy5QqSk5NRu3Ztk5Zx6dIlADB5/qJIXJ+5JGeTSPLngNlsi/SaSd13SK2b1FzSswHc1mwll/Rskq/fpWbj+jSN5LpJzSa5/VtqzZjNtnIxm21mIyIqy9hhhkRxdnbGw4cPce/ePeOJ/185Ojpi/PjxhS7j5s2bAIBy5cppmq24i1NrkXwHOrPZVrbihvifMWMGAMDPzw9ubm6avW9JSK0Zs9lWLkDusQBgNlNI3tZatGiBK1euICYmBh06dDBpGZGRkQCA1q1baxlN7PoEZGeTSvLngNm0cf78eTRp0sT4c2ZmJmbPnl3o6wMCAvD8889rnkNyzSTvO6TWTWou6dm4rdlOLunZJF+/S83G9WkayXWTmk1y+7fUmjGbbeViNtvMRkRUlrHDDIlSp04dnD9/HufPn8czzzxj0jJ+//13ADB5/sIUd3FqLZLvQGc200jOJpXkmjGb7eQC5B4LAGYzheRtrUuXLti3bx82btyIMWPGwNXVtVTz3717F2FhYVAUBd26ddM0m9T1CcjOJpXkzwGzPZ2NGzdi5cqVePDgAWJjY42Nq1lZWQgJCSn0jsP4+HgYDAbNG1Al10zyvkNq3aTmAmRn47ZmO7kA2dmo9Lg+TSO5blKzSW7/llozgNlsKRfAbKaSnI2IqCzTWTsA0ZNatWoFANi7d6/Jy9ixYwcURUG7du20iiVaixYtAAAxMTEmL8Ncd6Azm2kkZ5NKcs2YrfSk5iLbI3lb8/HxgYuLC27duoV58+aVev6ZM2fizp07qFy5Mvr27atpNrItkj8HzGaa7Oxs/OMf/8DcuXORnJyMu3fvIj4+vsDX1qpVy/ivevXqUFUVFy9eLPKORFNJrplkUusmNRcgO5tkUusmNRcgOxuVHtenaSTXTWo2ye3fUmsGMJsppOYCmM1UkrMREZVl7DBDonh5eUFVVfz444+4evVqqec/e/as8WKjZ8+eWscTqUuXLlBVFRs3bkR6enqp5zfnHejMZnvZpJJcM2aznVxkeyRva9WqVcOIESOgqipCQkLw7rvvGp91X5T79+/j//7v/7B7924oioIJEyZwmF0qkuTPAbOZZvHixdi3bx9UVUW7du3w5Zdfon379gW+dv/+/cZ/0dHRePnll6GqKtatW4fs7GxNc0mumWRS6yY1l/Rskkmtm9Rc0rNR6XF9mkZy3aRmk9z+LbVmzGZbuZjNNrMREZVl7DBDhSpsiG5z6t27N2rUqIHMzExMnDgRqampJZ73wYMHePfdd5GZmYmmTZvi5ZdfNmNSOSTfgc5stpdNKsk1YzbbyUW2R/q2NnHiRLRv3x6qqmLHjh3o0aMHgoKCsGfPHiQlJSE9PR3p6elISkpCbGws5s+fjz59+mD37t0AgK5du2Lo0KGa5yLzscb5t+TPAbOVXnJyMjZs2ABFUfDGG29g06ZN6NGjBxwdS/Y05pkzZ8LBwQE3btxAVFSUZrkAuTWTTmrdpOaSnk0yqXWTmkt6Nio9rk/TSK6b1GyS27+l1ozZbCsXs9letri4uCL/5Tp8+HCxr33y9UREllKyVjOyKcOHDy/R68aMGWN8zn1hFEXBd999p0UsAICzszPee+89fPDBBzh58iT0ej1mz56Nzp07FzlffHw83n//fSQlJUFRFMyYMUOzTNLl3oG+cuVKhISEICMjA7NmzULlypWLnO/+/fsICgoy6x3ozGZ72aSSXDNms51cZHukb2vOzs7497//jalTp+LAgQNITU3F1q1bsXXr1kLnUVUVAODt7Y2lS5dapQMG5Sf5/Fvy54DZSs9gMODRo0dwd3fHhx9+WOr5GzdujO7du2Pv3r2IjY3V9K5lqTWTTmrdpOaSnk0yqXWTmkt6Nio9rk/TSK6b1GyS27+l1ozZbCsXs9letmHDhhXZ/pQ7bezYscUuS1EUJCQkaJaNiKgkFDW3VZ3shoeHhyZfnqiqCkVRcOrUKQ1S5TV//nysX7/emLNBgwbo3r07WrZsiRo1agAAbt68iaSkJERGRiIxMdH4BdGECRMwadIkzTNJlpmZieHDh+Po0aNQFAXly5dH3759jTWrWbMmAODGjRu4dOkS9uzZg4iICNy+fRuqquLVV19FcHCwWb5UYzbby1aY3H1LfHw83NzcLPa+uSTXjNlsJxfZnrKyrYWFhSE4OBhnz54t8nUNGzbE22+/jUGDBpk1D5WO9PNvyZ8DZiudYcOG4ddff0VQUBDeeOONAl+TlpaGjh07FrothYaG4oMPPkDr1q3x448/apYNkFmzskBq3aTmkp5NMql1k5pLeraiWPv6vSjWzMb1aRrJdZOcTWr7t+SaMZvt5GI228rm4eGh2bLM9Z0jEVFR2GHGDnl7e2u6vNxnpmpt1apVWL58OTIyMoo9eKuqCicnJ7z77rsYOXKkWfJIl5qaarwDHSh+SP+/3oHu6urKbMz2VKzdQAPIrhmz2U4usj1laVtLSEhATEwMzp49i5SUFKiqisqVK6Np06bo3Lmz8UtwkqUsnH9L/hwwW8l1794d165dg8FgQLNmzQp8TXEdZn7//XcMGDAANWrUQHR0tKb5AHk1Kyuk1k1qLunZJJNaN6m5pGcrjITr98JYOxvXp2kk101yNqnt35Jrxmy2k4vZbCdbSEiIpsvz9/fXdHlERMVhhxkS7dKlS/jmm2+wY8cO3L17t8DXuLm5oV+/fnjrrbfQqFEjCyeUR/Id6MxmGsnZniShgSaX5Joxm+3kItvDbY1I9ueA2Yr37LPP4tGjRzh06FChw3JnZmZi3LhxUBQF3377bb7pd+7cQadOneDo6IgTJ06YJScgp2ZljdS6Sc0FyM4mmdS6Sc0FyM72V5Ku3/9KSjauT9NIrpvUbJLbv6XWDGA2W8oFMJupJGcjIipL2GGGyoScnBycOHEC//vf//LcTe3u7o527drZ1bOBS0ryHejMVjazxcXFFTk991mlq1atgouLS7HLe+GFF7SKVihr14zZ7CMX2R5ua0SyPwfMVrj27dsjIyMD+/btQ+3atU1aRlJSEnr16oVy5cohPj5e44T5WbtmZZXUuknNJT2bZFLrJjWXlGySr98lZysI16dpJNStrGWT3P4ttWbMZlu5mM02sxERlQXsMENERCWSe8eSFhRFQUJCgibLIiKyRcU1ipeWJRrFicj6vL29ceXKFWzYsAEdOnQwaRmxsbEYNWoUmjRpgoiICI0TEhGRJUi+fpecTSrWjIiIiIjIfBytHYDkSk5OLnRazZo14eTkZME0RCQB+1gSEVlG7l2iWmCjeNnB8296Wi1atMCVK1cQExNjcoeZyMhIAEDr1q21jEZERBYm+fpdcjapWDMiIipLzp8/jyZNmhh/zszMxOzZswt9fUBAAJ5//nlLRCMiyocdZuxcRkYGDAYDjh8/jnnz5hl/n5aWBm9v70K/qHn99dcxa9YsS8WkIki+A53ZTCM128KFCzVZjjlIrRnAbKaQmotsj/RtjY3itkna+bfkzwGzlV6XLl2wb98+bNy4EWPGjIGrq2up5r979y7CwsKgKAq6deumSaZcUmsmndS6Sc0FyM4mmdS6Sc0FyM4m+fpdajauT9NIrpvkbFJJrhmzlZ7UXACzmUpytlwbN27EypUr8eDBA8TGxkKn0wEAsrKyEBISUmibR3x8PAwGg1UfP0dE9ouPZLJjcXFxmDFjBi5fvgwA2L9/P2rVqgXgcYN9x44dC53XwcEBmzZtgqenp6aZli9frunyJk6cqOnyJJI8LCuzmUZyNqkk14zZSk9qLrI9kre1kJAQzZYFAP7+/pouj0wj8fxb8ueA2UovJSUFXl5eyMzMhL+/PxYsWFCq+SdPnozdu3ejSpUqOHDggKaNlVJrJp3UuknNBcjOJpnUuknNBcjORqXH9WkayXWTmk1y+7fUmgHMZgqpuQBmM5XkbNnZ2ZgwYQL2799vvAFs3bp1xlFjcts8FEUxtoPkznfz5k0oioIpU6Zg3LhxmmUiIiopjjBjp44ePYqxY8ciIyMDqqqiVatWuHPnTp4DFfD4oPnkna9ZWVn417/+hbS0NCxfvhxff/21prmWL1+u2QEfsI8OM4DsO9CZzTSSs0kluWbMVnpSc5HtkbqtsYOL7ZF6/g3I/RwAzFZa1apVw4gRI7By5UqEhIQgIyMDs2bNQuXKlYuc7/79+wgKCsLu3buhKAomTJhgljv7JNasLJBaN6m5ANnZJJNaN6m5ANnZqPS4Pk0juW4Ss0lv/5ZYs1zMVnpScwHMZiqp2RYvXox9+/YBANq1a4dx48ahffv2Bb52//79eX4ePXo0YmJisG7dOowePRoODg5mTktElBc7zNghVVURFBSE9PR0VK9eHQsWLChyuO3AwMA8P+t0OsyePRsHDhxAUlISGjRooHk+LWh54SGZ5GFZmc00krNJJblmzFZ6UnOR7eG2RpYi+fxb8ueA2UwzceJE/PLLLzh69Ch27NiB/fv3o2/fvujevTtatmyJmjVrAgBu3LiBS5cuYc+ePYiIiMDt27cBAF27dsXQoUM1zyW5ZpJJrZvUXIDsbJJJrZvUXIDsbFR6XJ+mkVw3ydmktn9LrhmzlZ7UXACzmUpqtuTkZGzYsAGKomDIkCGYOXNmqeafOXMmBgwYgBs3biAqKgo9e/Y0U1IiooLxkUx2aM+ePZg4cSIcHR3xww8/wMPDI99rnhwe7dSpU3mmZWdno1evXrhy5QqmTZuGN998U7NsucPTa6V+/fqaLo+I8jp//jyaNGli/DkzMxOzZ88u9PUBAQHGYRiJiIjsheTzb7JNqampmDp1Kg4cOACg+C9TcpsFvL29sXTpUri6upo9IxERWZbk63fJ2aRizcoutn8Tka0JDg7GsmXL4O7uDoPBAJ1Ol+81RbV5AMCECROwd+9ekzrcEBE9LY4wY4f27t0L4PFQ/wU11hfHwcEBvr6+CA4Oxi+//KJpgz1P8InKho0bN2LlypV48OABYmNjjSfBWVlZCAkJKfRLmfj4eBgMBrMM8U9ERCSV5PNvsk0VKlTAypUrERYWhuDgYJw9e7bI1zds2BBvv/02Bg0aZJmARERkMZKv3yVnk4o1K/vY/k1EtiY6Oto4ukxBnWVKolevXoiMjMSRI0c0TkdEVDx2mLFDR48ehaIo6Nevn8nL6Nq1K4KDg/H7779rmIyIpMvOzsaECROwf/9+453I8fHxBd6lVKtWrTzz3bx5ExcvXsSaNWswbtw4i2UmIiKyNp5/k7X4+PjAx8cHCQkJiImJwdmzZ5GSkgJVVVG5cmU0bdoUnTt3Nt7pR0REtkPy9bvkbFKxZkREJFVSUhIA4KWXXjJ5GW3btgUAXL9+XZNMRESlwQ4zdujWrVsAgKZNm5q8jGeeeSbPsojIPixevBj79u0DALRr1w7jxo1D+/btC3zt/v378/w8evRoxMTEYN26dRg9ejQcHBzMnJaIiEgGnn+TtbVu3RqtW7e2dgwiIrIgydfvkrNJxZoREZFUKSkpAICaNWsW+hpHR0d06tSp0Bs1qlevDgC4c+eO5vmIiIpj2thYVKY9ePAAAODm5lboa9zc3LB+/XqsW7euwOm5w3c+evRI+4BEJFJycjI2bNgARVHwxhtvYNOmTejRowccHUvW93LmzJlwcHDAjRs3EBUVZea0REREcvD8m4iIiCxJ8vW75GxSsWZERCRZ7mOY0tPTC32Ns7Mz1qxZg2+//bbA6ffv3ze+jojI0jjCjB0qX7487t27h9u3b6Ny5coFvkZRFDz33HOFLuPatWsAgEqVKpkl49P44IMPkJycDEVRUK5cOTRu3BiDBg1Cy5YtrR2NqEwzGAx49OgR3N3d8eGHH5Z6/saNG6N79+7Yu3cvYmNj0bNnTzOkJCIiksfWz79Jjri4OE2X98ILL2i6PCIisgzJ1++Ss0nFmtFfsf2biCSpVq0arly5guTkZNSuXdukZVy6dAkATJ6fiOhpsMOMHXrmmWeQkJCA3377DY0bNzZpGcePHwcANGnSRMNk2jh27Bj++OMPAEC3bt2wa9curFu3DkuWLEHv3r2tG46oDIuOjoaiKBgyZIix13hp9erVC5GRkThy5IjG6YiIiOSy9fNvkmPYsGGFDnFdWoqiICEhQZNlERGRZUm+fpecTSrWjP6K7d9EJEmLFi1w5coVxMTEoEOHDiYtIzIyEgD4KGEisgo+kskOtWvXDqqqIiIiwuRlhIWFQVEUPP/88xom04aqqlBVFQDw9ddfIzIyEkOGDMEPP/xg5WREZVtSUhIA4KWXXjJ5GW3btgUAXL9+XZNMREREZYGtn3+TLLnXQ1r8IyKiskny9bvkbFKxZvRXbP8mIkm6dOkCVVWxcePGIh/LVJi7d+8a2zy6detmhoREREXjCDN2qHfv3tiwYQOioqLw66+/lrrRfc+ePYiLi4OiKOjfv7+ZUppu586deX5WFAXTp083+Q4MInosJSUFAFCzZs1CX+Po6IhOnToVemdz9erVAQB37tzRPB8REZFUtn7+TXIsXLjQ2hGIiEgAydfvkrNJxZrRX7H9m4gk8fHxwZIlS3Dr1i3MmzcPCxYsKNX8M2fOxJ07d1ClShX07dvXTCmJiArHDjN2qFOnTvDw8MDp06cxefJkrF69Gh4eHiWaNyEhAR9++CEURcErr7yCFi1amDmtNhwcHKwdgajMy73oTk9PR+XKlQt8jbOzM9asWVPoMu7fv298HRERkb2wx/Nvsg5/f39rRyAiIgEkX79LziYVa0YlwfZvIrKWatWqYcSIEVi5ciVCQkKQkZGBWbNmFXrMynX//n0EBQVh9+7dUBQFEyZM4HGKiKyCXY7t1Ny5c+Ho6Ijbt2/jtddew2effYZr164V+vpbt27h66+/xmuvvYa7d+/Czc0NH374oQUTE5G1VatWDQCQnJxs8jIuXboEAKhdu7YmmYiIiMoKnn8TERGRpUi+fpecTSrWjIiIpJs4cSLat28PVVWxY8cO9OjRA0FBQdizZw+SkpKQnp6O9PR0JCUlITY2FvPnz0efPn2we/duAEDXrl0xdOhQK/8VRGSvOMKMnWrXrh0++eQTfPDBB0hPT0dwcDCCg4PRsmVLtGzZEjVq1AAA3Lx5E0lJSTh27BhycnKgqiqcnZ2xbNkyNG7c2Gr579+/jxMnTiAlJQVubm5o3LgxmjZtarU8RPagRYsWuHLlCmJiYtChQweTlhEZGQkAaN26tZbRiIiIxCvr599ERERUdki+fpecTSrWzL7duXMHly5dgqurKxo3bgxHR36lQ0TyODs749///jemTp2KAwcOIDU1FVu3bsXWrVsLnUdVVQCAt7c3li5dWuhjBYmIzI1nV3bMx8cHdevWxaxZs/D7778DAM6cOYMzZ87ke23ugatx48ZYuHChyRdnxVm/fj0A4LXXXitwGMnLly9j8eLF2LNnD3JycvJMq1+/PkaPHo3XX3/dLNmI7F2XLl2wb98+bNy4EWPGjIGrq2up5r979y7CwsKgKAq6detmppRERERySTz/JiIiItsj+fpdcjapWDPblZGRgXPnzkGn06FZs2Z52sOPHz+ORYsWIT4+3vi78uXLw9/fH5MmTUKlSpWsEZmIqFAVKlTAypUrERYWhuDgYJw9e7bI1zds2BBvv/02Bg0aZJmARESFUNTclliyW9nZ2fjpp5+wbds2HDp0CA8fPswz3cnJCc8//zwGDhwIHx8fs/Zi9/DwgE6nw+HDh+Hm5pZn2rFjxzBu3Djcu3cPhW22iqLgpZdewooVK1CuXDmz5SSyRykpKfDy8kJmZib8/f2xYMGCUs0/efJk7N69G1WqVMGBAwf4PFIiIrJbks6/iYiIyPZIvn6XnE0q1sw2BQcH45tvvsH9+/cBAHXr1sXcuXPRtWtXHD16FKNGjUJ6enq+dnBFUdCoUSOsXr0a9erVs0Z0IqISSUhIQExMDM6ePYuUlBSoqorKlSujadOm6Ny5Mzp27MhRZYhIBHaYoTxUVcWlS5eQkpKCnJwcVK5cGQ0bNrRYI72HhwcURUF8fHyeDjN37txB//79kZKSAgDo3r07evTogXr16uHRo0dITExEeHg4Tp06BUVR0KVLF3zzzTcWyUxkT5YuXYqVK1dCURT0798fs2bNQuXKlYuc5/79+wgKCsKuXbugKAr++c9/YtiwYRZKTEREJJu1z7+JiIjINkm+fpecTSrWzLbMnj0bmzdvztcZxtnZGWvXrsXcuXORkJAAFxcX+Pn5oU2bNkhPT8fBgwcRExMDRVHQqlUrbNmypcBR2omIiIio5NhhhkQprMPMkiVLsGrVKjg6OmLZsmXo1atXgfOvXLnS+KzDJUuWoH///paKTmQXMjMzMXz4cBw9ehSKoqB8+fLo27cvunfvjpYtW6JmzZoAgBs3buDSpUvYs2cPIiIicPv2baiqildffRXBwcHsOU5ERERERERkRpKv3yVnk4o1sx2HDh3CyJEjoSgKvLy84OfnBwBYv3494uLiUK9ePSQnJ6NKlSpYu3Ytmjdvnmf+8PBwTJ8+HTk5Ofjoo48QEBBgjT+DiIiIyGawwwyJUliHmf79++P8+fMYN24cpkyZUuQyZs6ciS1btqBr165YtWqVuSMT2Z3U1FRMnToVBw4cAIBiG1tyDzPe3t5YunRpqZ+1TURERERERESlJ/n6XXI2qVgz2zB16lTs2LED/fr1w7Jly4y/z8rKQkBAAM6cOQNFUYrsDLN48WKsXr0aXbp0werVqy0VnYioQHFxcZou74UXXtB0eURExWGHGRKlsA4z7dq1Q2ZmJgwGA5o1a1bkMk6fPo1BgwahRo0aiI6ONndkIrsVFhaG4OBgnD17tsjXNWzYEG+//TYGDRpkmWBEREREREREZCT5+l1yNqlYs7LNy8sLV69exebNm9G2bds800JCQjBjxgwoioKff/4ZVatWLXAZiYmJ8PHxQdWqVREbG2uJ2EREhcr9Xk8LiqIgISFBk2UREZWUo7UDkOUNHz5cs2UpioLvvvtOs+UVxsnJCZmZmcbhRYtSq1YtAMDdu3fNHYvIrvn4+MDHxwcJCQmIiYnB2bNnkZKSAlVVUblyZTRt2hSdO3dGx44dOeQvERHZtbJ4/k1ERES2Q/L1u+RsUrFmZdvNmzcBAPXr1883rWPHjsb/V6hQodBlVK9eHQBw//59jdMREZmGYzMQUVnGDjN26JdfftHkYklVVYtddHl4eODw4cNITk5G5cqVi3ztuXPnAACVKlWyRDQiu9e6dWu0bt3a2jGIiIjEKovn30RERGR7JF+/S84mFWtWNpUvXx53797FpUuXUK1atTzTatWqhfbt2+PatWu4fPkyGjduXOAyzp8/DwDFtpMTEVnCwoULrR2BiOipsMOMHapXr561IxQrLCwMHTt2hLu7OwBg4MCB+PXXX7F161YEBQUVOe+XX34JRVHyDWlJRERERGQNZeH8m4iIiIiIzM/T0xMxMTFYs2YNli5dmmeam5sbNm7cWOwyVq1axfZvIhLD39/f2hGIiJ4KO8zYob1791o7QrFmzZoFAChXrhzatGmDVq1awcnJCRs2bEDHjh3Rv3//fPNcvHgR8+fPR2xsLBRFQUBAgKVjE9m0uLg4TZf3wgsvaLo8IiIiqcrC+TcRERHZDsnX75KzScWa2Ra9Xo/o6GhERETAwcEB48ePR9OmTUs0740bN7BkyRJERUVBURQEBgaaOS0RERGR7VNUPliOBJkzZw5OnTqFM2fOID093fj73KHnVVWFo6Mjjh8/Dp1OZ5zet29fXLhwwfgab29vrFixwrLhiWych4eHZo+BUBQFCQkJmiyLiIiIiIiIiP4k+fpdcjapWDPbM3nyZOzevRuKokBRFKxevRqdOnUqcp5JkyYhKioK2dnZUFUVvXv3xhdffGGhxERERES2iyPMkChz5swBAOTk5CAxMREJCQk4efIkTp48idOnTyMtLQ21atXK01kGAO7evYvcvl8DBgzAggULLB2dyC6wjyURERERERGRfJKv3yVnk4o1sy1LlizBokWLsHHjRmRnZ6NJkybFzpOSkoKsrCwAwMCBAzF//nxzxyQiIiKyC+wwQyLpdDq0aNECLVq0wKBBgwA8vjA8d+4crl+/nu/1Xbp0QcWKFeHn54eOHTtaOC2RfVi4cKG1IxARERERERFRMSRfv0vOJhVrZnucnJwQFBSEMWPGIDIyErVr1y52nm7duqFVq1bw9fVFu3btLJCSiIiIyD7wkUxEREREREREREREREREREREZFc4wgyZpF+/fvjjjz8AAOXKlUOjRo3wt7/9Da+99ppFcyQnJwMA6tWrZ9H3JSIiIiKyJCnn30REREREZDls/yYiIiIyL521A1DZlTs40cSJE+Hu7o6PPvoIn332mcXePy0tDd7e3ujZs6fF3pOIiIiIyFqsff5NRERERESWw/ZvIiIiIvPjCDNkkmeffRY1atQAAIwaNQoA4OXlhVOnTlk8C58qRkRERES2TtL5NxERERERWQ7bv4mIiIjMR1F5tkVlVFpaGjp27AhFUfhFARERERERERERERHZDLZ/ExEREZkfH8lERERERERERERERERERERERHaFHWaIiIiIiIiIiIiIiIiIiIiIyK44WjsAyXbv3j0cOnQIly5dgouLCzw9PdGuXTtrxyIiIiIiKtOuXLmC06dP49q1a0hNTcWjR4/g5OSEcuXKoVatWmjSpAmaNm0KRVGsHZWIiIiIiIiIiIjIJrHDjJ07evQojh49CgcHB7z88sto2rSpcdq6devw+eefIzU1Nc88Hh4emD9/Pjw9PS0dl4iIiIioTNu2bRtWrVqF33//vdjXVqpUCd7e3hgxYgQ8PDwskI6IiIiIiIiIiIjIfiiqqqrWDkGWd+/ePUyZMgU///yz8Xc6nQ5vvfUWJk+ejB9++AFBQUGFzu/q6org4GC89NJLlohboOzsbGzfvh0A4O/vb7UcRERERETFSU9Px9tvv43Y2FgUdAmmKAp0Oh1ycnLyTM/9/ejRozF16lRLRiYiIiIiIiti+zcRERGR+bHDjB1SVRWvvfYajh8/nq+xXlEULFiwAJ9//jmuXr2Kpk2bYvz48WjTpg0yMjJw4MABfPPNN7h37x6qVauGnTt3olKlSlb6S4iIiIiIyobx48cjKioKjo6O8PHxwSuvvIJq1arh7t27+OWXXxASEoIKFSrgq6++Qv369XH69GlER0cjLCwM169fh6IoGDp0KD788ENr/ylERERERERERERENoEdZuxQSEgIZsyYAScnJ7z77rvw8/MDAHz33XcIDg6Gi4sLMjIy4OHhgQ0bNqBcuXJ55j937hxef/113Lt3D5MmTcLbb79t9sxJSUm4fPky7t27h/T0dOh0Ori4uKBq1aqoV68e6tWrZ/YMRERERESmiIiIwJQpU1C+fHmsWrUKHTt2zPea//3vfxg+fDhcXV2xfft2Y6f0zMxMLF68GOvWrYOiKFi3bh2ee+45S/8JRERERERkRmz/JiIiIrIOR2sHIMvbvn07FEXB2LFjMXLkSOPvp0yZgjNnzmDfvn1QFAXvvvtuvs4yANC0aVNMnjwZ8+fPx969e83WYSY+Ph5btmzB3r17ce/evSJfW6lSJbzyyisYOXIk2rZta5Y8RERERESm+OGHH6AoCt55550CO8sAQIsWLfDOO+9gzpw5WLNmDSZPngwAcHZ2RlBQEK5fv47du3djw4YN7DBDRERERGQD2P5NREREZH0cYcYOvfzyy0hJSUFYWBjc3d3zTNu/fz/eeustKIqC+Ph4uLm5FbiMK1euwMvLCxUrVkRcXJym+dLS0vDPf/4Tu3btAoB8j40qjKIoAIC+ffti0aJFcHZ21jQXEREREZEpXnrpJdy7dw/79u1D7dq1C33dtWvX0K1bN7i7uyM8PDzPtGPHjuHvf/87ateujf3795s7MhERERERmQnbv4mIiIjk4Agzduju3bsAgCpVquSb1rJlS+P/c0/AC+Lo+HjTycjI0DRbTk4ORo8ejaNHj0JVVTRs2BDdu3dH69atUa9ePVSsWBEuLi5QVRWZmZm4d+8erly5gpMnT2Lfvn1ISkrCzp07cfPmTaxZswYODg6a5iMiIiIiKq20tDQAf55DFya3wfvy5cv5pjVs2BAAcOvWLY3TERERERGRpbD9m4iIiEgWdpixQzVq1MC1a9dw6tQpvPLKK3mmVatWDW+99RauXr2Kmzdv4plnnilwGcePHwcA1KxZU9NsmzZtwpEjR+Dg4IAPPvgAQ4cOLbLjTq5BgwZhxowZ+P7777F48WL8+uuvWL9+PYYPH65pPiIiIiKi0qpRowauXr2Kn3/+Gb6+voW+Lvcc29XVNd+0a9euAQDKly9vnpBERERERGR2bP8mIiIikkVn7QBkec8//zxUVcVnn31mvNs1l7OzM6ZMmYJFixYV2lkmPT0dn332GRRFwYsvvqhptm3btkFRFIwePRrDhg0r0cVCLp1Oh5EjR2L06NFQVRUGg0HTbEREREREpnjhhRegqiqWLFmC69evF/iazMxMfPHFF1AUBc8++2y+6d999x0AoFWrVmbNSkRERERE5sP2byIiIiJZ2GHGDo0cORI6nQ4nT55EQEAANm3ahPv37xc7X2ZmJnbu3Am9Xo+zZ89Cp9NhxIgRmmY7f/48ACAwMNDkZfztb38DACQmJmqSiYiIiIjoaYwaNQqKouDatWvQ6/UICwvDw4cPjdOPHTuGESNG4OTJkwCAN954A8Dj4dqjo6Mxfvx4hIaGQlGUpzpPJiIiIiIi62L7NxEREZEsfCSTHfL09MTUqVPxr3/9C+fPn8ecOXPQvHlzdOzYscj5/Pz8cOHCBaiqCgCYMmUKPDw8NM2W+8XB0ww17+bmBgDGnERERERE1tSqVStMmTIFS5cuxY0bNzBt2jQ4ODigSpUqSEtLy9N55u9//zu6desGAEhNTcWYMWOgKApUVcWAAQMwYMAAa/0ZRERERET0lNj+TURERCQLR5ixU2PGjMH/+3//D40bN4aqqmjevHmx89StWxeqqqJy5cr4+OOPMWbMGM1z1a9fHwBw6NAhk5exf/9+AEC9evU0yURERERE9LTGjRuHjz76CJUrV4aqqsjKysLNmzeRlpYGVVXh4uKCyZMnY86cOcZ5KlWqBCcnJ9SoUQPTp0/Hp59+ar0/gIiIiIiInhrbv4mIiIhkUVR2Q7Z7iYmJaNasWbGvi4qKQlZWFl599VW4uLiYJcuiRYvw7bffombNmvj2229LlOtJp0+fxogRI3Dv3j2MHj0a7733nllyEhERERGZIi0tDfv378fJkydx7949lCtXDs2bN4eXlxeqVauW7/UXLlxAw4YNoSiKFdISEREREZGW2P5NREREJAs7zJAoKSkp8PPzw82bN+Ho6AgfHx94eXmhTZs2qFu3LhwcHPK8XlVVXL9+HQkJCYiKikJoaCgyMzNRrVo17NixA1WqVLHOH0JERERERERERERE9AS2fxMRERHJwg4zJM7Fixfx5ptv4tKlS3nupNXpdChXrhxcXFygKAoyMjKQlpaG7Oxs42tUVUXt2rXx9ddfo1WrVtaIT0RERERERERERERUILZ/ExEREcnBDjN2bvfu3di3bx+uX7+OypUro2PHjvDx8UHlypWLnC8jIwNjx46Foij47rvvNM+VlpaG9evX4/vvv8eNGzdKNE+9evUwcOBAjBkzBuXLl9c8ExERERHR0/r9999x9OhRBAQE5Ju2e/du7Nq1C4mJiUhPT0ft2rXRoUMHDBw4EE2bNrVCWiIiIiIiMge2fxMRERHJwA4zdiolJQUTJkzA0aNH802rWLEipk2bhsDAwELnT0tLQ8eOHaEoCk6dOmW2nKqq4tSpUzh16hSSk5Nx+/ZtZGRkwMHBAeXKlUOFChXQpEkTtGzZstTPeyUiIiIispS7d+9ixowZiIqKgouLS57z8JSUFEyePBmHDx8G8PgcOJeiKNDpdBgxYgSmTJkCJycnS0cnIiIiIiIzYfs3ERERkXWxw4wdevToEV5//XWcPHkSqqqiWrVqqF+/PpKSknDnzh0AjxvmAwICMG/ePOh0unzLsFSHGSIiIiKisi4zMxN///vfcfr0aaiqCp1OhyNHjsDFxQUZGRl47bXXjNOqVq2Kdu3aoUKFCrh16xaOHj2Khw8fQlEU+Pn5YdGiRdb+c4iIiIiIiIiIiIhsgqO1A5Dlbd26FSdOnICiKPjggw8wfPhw6HQ6qKqKiIgILFq0CNeuXcPWrVuRlpaGJUuW5HmWKhERERERldzatWtx6tQp6HQ6jBw5EqNGjYKLiwsA4LvvvsOpU6egKAreeecdjB49Os8oMqmpqVi2bBnWr1+P7du3o3fv3ujRo4e1/hQiIiIiIiIiIiIim5F/6BCyeTt27DCOIDNy5EjjCDKKoqB///4ICQlB+/btjR1oZs6caeXE+d2/fx+ff/45fH190aFDB3Tu3BljxozBnj17rB2NiIiIiCiP3PPvESNG4P3330etWrWM00JDQ43T/vGPf+R75FKFChUwc+ZMDBw4EKqqYtOmTZaOT0REREREFsb2byIiIiLL4COZ7NBLL72Ee/fuYdOmTXj22WcLfE1aWhrGjh2Lw4cPQ1EUjB8/HpMnT84z3ZyPZPr111/x1Vdf4dixY3BwcEDXrl0xdepU1KtXDzdv3sQbb7yBixcvAnj8nFcAxlFwevfujU8//RTOzs6a5yIiIiIiKq2OHTvi4cOH2LlzJxo1amT8fU5ODjw9PaGqKn766Sc888wzhS7jf//7H/z8/FCrVi0cOHDAErGJiIiIiMhM2P5NREREJAMfyWSHHjx4AABo2LBhoa8pV64cgoODMWTIEPzvf//DV199hWeeeQaDBw82e76tW7di9uzZyM7ONl4MhIeH49dff8WmTZswd+5cXLhwAQDQqFEjtGnTBunp6Th8+DDu3r2L3bt3w9nZGZ9++qnZsxIRERERFScnJwcAULFixTy/1+l0cHBwQFZWFurUqVPkMmrWrAkAuHPnjlkyEhERERGRZbD9m4iIiEgOPpLJDlWoUAEAcOvWrWJft3LlStSqVQuqqmLWrFn4+eefzZrtjz/+wLx584xfGgwZMgRDhgxBlSpVcO3aNbz//vvYt28fHB0d8fHHH2PXrl1YunQpVqxYgf379+Pvf/87VFVFWFgYYmNjzZqViIiIiKgkateuDQA4fvx4vmnNmjUDACQlJRW5jNxRHatXr65xOiIiIiIishS2fxMRERHJwg4zdsjDwwMAsG3btmJfW6dOHaxYsQJubm7IysrCxIkTcezYMbNlW79+PTIyMtC6dWsYDAbMmjULs2bNQmhoKKpXr47//ve/UFUVY8aMQUBAQJ55XV1dMXfuXHh5eUFVVWzatMlsOYmIiIiISurll1+GqqpYsmQJ7t27l2fa4MGDoaoqvv3220Lnz8rKwvLly6EoCp5//nlzxyUiIiIiIjNh+zcRERGRLOwwY4f69esHVVWxevVqbN26tdjXe3p6YunSpXBwcEBaWhpGjhyJkJAQs2Q7ePAgFEXB1KlTjSPhAI/vyh06dKhxiEq9Xl/oMsaOHQsAOHr0qFkyEhERERGVxqhRo+Ds7IzExEQMGzYsz3nqkCFD0K5dO2zZsgVffPEFHj16lGfepKQk/OMf/0B8fDwA4I033rBkdCIiIiIi0hDbv4mIiIhkUdTcMzCyG48ePUJgYCBOnz4NRVHQoEEDtG3bFh999BHc3NwKnS80NBQffvghcnJyAACqqkJRFOPw8Fpo3749MjIyEB0dnW+4+f/973/w8/ODoig4ceIEHBwcClzGnTt30KlTJzg5OeG3337TLBsRERERkal+/PFHfPjhh8afO3TogE6dOqFRo0ZwdHTEJ598gps3b6Jq1aro0KEDXF1dcfHiRZw8eRKqqkJVVYwaNQrvv/++Ff8KIiIiIiJ6Gmz/JiIiIpLF0doByPKcnJywatUqjB8/HidOnMDFixeRnJyMJUuWFDnfoEGDUL58ecyYMQOpqalmyZZ7EXDnzp18Fwx16tQx/v/GjRt5fn7S9evXATweopKIiIiISILBgwejevXqmDdvHi5fvoz4+HgcOXIk3+tSUlKwd+9e48+qqsLR0RFjx47F//3f/1kyMhERERERaYzt30RERESy8JFMdqpmzZrYsmULli1bhr59+6JDhw4lmq9Xr14IDQ1F7969odNpv/m4u7sDAHbs2JFvWqVKlfDbb79h9+7dqFy5cqHLCA0NBQA0b95c83xERERERKbq1q0bIiIi8Pnnn6NPnz6oW7eucfSY3H/A404yOp0O7u7uGD16NLZv387OMkRERERENoDt30RERESycIQZO6YoCvr164d+/fqVar5nnnkGX3zxBa5evYrjx49rmqlv3744fvw4Vq1ahTp16iAwMDDPdCcnJzRo0KDQ+X/88Ud8//33UBQFAwYM0DQbEREREdHTcnZ2Rp8+fdCnTx8AQGpqKm7evIkHDx7g4cOHcHNzQ/ny5VGvXj04OztbOS0REREREWmJ7d9EREREsihq7m2MRAJkZmZi0KBBOHfuHBRFQc2aNbFixQp4enoWOd+qVauwfft2JCYmQlVVNG/eHFu3buWXDEREREREREREREQkAtu/iYiIiGThI5moSOnp6fD29kbPnj0t8n7Ozs749ttv0bp1a6iqihs3bqBChQrFzrdz506cPXsWqqqicePGCA4O5sUCEREREZU5lj7/JiIiIiIiy2H7NxEREZEsfCQTFSknJwfJyclQFMVi71m7dm1s2bIFERER+Omnn9CoUaNi52ncuDEePXoEHx8fjBgxAi4uLhZISkRERESkLWucfxMRERERkeWw/ZuIiIhIDj6SiYqUlpaGjh07QlEUnDp1ytpxiIiIiIhsGs+/iYiIiIiIiIiIiCyDj2QiIiIiIiIiIiIiIiIiIiIiIrvCDjNUZqWnp8Pb2xs9e/a0dhQiIiIiIiIiIiIiIs2w/ZuIiIjI/BytHYDIVDk5OUhOToaiKNaOQkRERERERERERESkGbZ/ExEREZkfR5ghIiIiIiIiIiIiIiIiIiIiIrvCEWaoSI6Ojhg0aBB7sRMRERERWQDPv4mIiIiIiIiIiIgsQ1FVVbV2CCJTpKWloWPHjlAUBadOnbJ2HCIiIiIiIiIiIiIiTbD9m4iIiMj8OMIMFevOnTu4dOkSXF1d0bhxYzg6crMhIiIiIiIiIiIiIiIiIiKisos9H+xcRkYGzp07B51Oh2bNmsHBwcE47fjx41i0aBHi4+ONvytfvjz8/f0xadIkVKpUyRqRiYiIiIiIiIiIiIiIiIiIiJ4KO8zYseDgYHzzzTe4f/8+AKBu3bqYO3cuunbtiqNHj2LUqFFIT0/Hk0/tSk1Nxbp163Dw4EGsXr0a9erVs1Z8ODo6YtCgQVAUxWoZiIiIiIiIiIiIiIi0xvZvIiIiIvNT1Cd7Q5DdmD17NjZv3oy/rn5nZ2esXbsWc+fORUJCAlxcXODn54c2bdogPT0dBw8eRExMDBRFQatWrbBly5Y8o9IQERERERERERERERERERERSccOM3bo0KFDGDlyJBRFgZeXF/z8/AAA69evR1xcHOrVq4fk5GRUqVIFa9euRfPmzfPMHx4ejunTpyMnJwcfffQRAgICrPFnAADu3LmDS5cuwdXVFY0bN4ajIwdNIiIiIiJZfvjhB02Xp9frNV0eERERERHJxPZvIiIiIvNihxk7NHXqVOzYsQP9+vXDsmXLjL/PyspCQEAAzpw5A0VRiuwMs3jxYqxevRpdunTB6tWrzZIzIyMD586dg06nQ7NmzfKMZHP8+HEsWrQI8fHxxt+VL18e/v7+mDRpEipVqmSWTEREREREpeXh4aHZMOqKoiAhIUGTZRERERERkfWw/ZuIiIjI+nTWDkCWd+TIESiKgjfffDPP7x0dHTFy5Ejjz97e3oUuY/DgwQCAU6dOmSVjcHAwunbtisGDB2PQoEHo1asXDh48CAA4evQoRowYgfj4eKiqavyXmpqKdevW4W9/+xuSk5PNkouIiIiIqLSGDh1q7DDz5Pmrqf+IiIiIiKhsY/s3ERERkQwcYcYOtW3bFllZWYiJiUG1atXyTLtw4QL69OkDRVFw/PhxODk5FbiM27dvo3PnznB0dMSJEyc0zTd79mxs3rw535cBzs7OWLt2LebOnYuEhAS4uLjAz88Pbdq0QXp6Og4ePIiYmBgoioJWrVphy5YteXrlExERERFZS2RkJKZMmYJHjx6hTZs2WLZsGXQ60+5fqF+/vsbpiIiIiIjIUtj+TURERCQHO8zYoU6dOuHu3bvYtGkTnn322TzTHj58iFGjRuHatWv49ttv0bhx4wKXER8fjyFDhqB69eqIiYnRLNuhQ4cwcuRIKIoCLy8v+Pn5AQDWr1+PuLg41KtXD8nJyahSpQrWrl2L5s2b55k/PDwc06dPR05OTpGPlCIiIiIisrSoqChMmDABqqpi0qRJePvtt60diYiIiIiILIjt30RERESy8JFMdsjT0xMAsGbNmnzT3NzcsHHjRkRFRRXaWQYAVq1aBUVR0LZtW02zbd68GQDQt29frFixAn379kXfvn3x7bffomXLlkhOToaiKJg2bVq+iwUAGDBgAEaMGAFVVREeHq5pNiIiIiKip+Hl5YXx48dDVVV89dVXOH/+vLUjERERERGRBbH9m4iIiEgWdpixQ3q9HqqqIiIiAtOmTcO5c+dKPO+NGzfwwQcfICoqCgAQGBioabuFqsoAABSYSURBVLYjR45AURS8+eabeX7v6OiIkSNHGn/29vYudBmDBw8GAJw6dUrTbERERERET2vixIlo0aIFsrKysGzZMmvHISIiIiIiC2L7NxEREZEs7DBjh/r27YvevXtDVVWEhYXBx8cHhw4dKna+SZMmwcvLC9u2bQMA9OrVCz169NA0282bNwEA9evXzzetY8eOxv9XqFCh0GVUr14dAHD//n1NsxERERERPS1FUTB9+nSoqoo9e/bgwoUL1o5EREREREQWwvZvIiIiIlnYYcZOLVmyBEOHDoWDgwNUVUWTJk2KnSclJQVZWVlQVRUDBw7Ev/71L81zlS9fHgBw6dKlfNNq1aqF9u3bo06dOrh8+XKhy8gd2r5y5cqa5yMiIiIielqvvPIKTp8+jYSEBDRq1MjacYiIiIiIyELY/k1EREQki6O1A5B1ODk5ISgoCGPGjEFkZCRq165d7DzdunVDq1at4Ovri3bt2pkll6enJ2JiYrBmzRosXbo0zzQ3Nzds3Lix2GWsWrUKiqKgbdu2ZslIRERERERERERERFRabP8mIiIikoUdZuxcnTp18MYbb5TotePGjTNzGkCv1yM6OhoRERFwcHDA+PHj0bRp0xLNe+PGDSxZsgRRUVFQFAWBgYFmTktEREREREREREREVDJs/yYiIiKShY9kskNBQUE4duyYtWMUqG/fvujduzdUVUVYWBh8fHxw6NChYuebNGkSvLy8sG3bNgBAr1690KNHD3PHJSIiIiIqluTzbyIiIiIishy2fxMRERHJwg4zduiHH37Aa6+9Bh8fH6xZswa3b9+2dqQ8lixZgqFDh8LBwQGqqqJJkybFzpOSkoKsrCyoqoqBAwfiX//6lwWSEhEREREVT/r5NxERERERWQ7bv4mIiIjkUFRVVa0dgizL09MTWVlZAABFUeDo6IiePXsiICAAr7zyipXT/enq1auIjIws0SOjVq5cievXr8PX1xft2rWzQDoiIiIiopIpK+ffRERERERkOWz/JiIiIrI+dpixQ7dv34bBYEBoaCgSEhIAPG64B4C6deti8ODBCAgIQN26da0Zk4iIiIjIJvD8m4iIiIiIiIiIiEgedpixc4mJifjxxx8RFhaG69evA3jceK/T6dClSxfo9Xr06NEDjo6OFskTFBSEwMBA9pInIiIiIpsk7fybiIiIiIgsh+3fRERERLKwwwwBAHJychATE4PQ0FBERkYiPT3deNdrlSpVMGjQIOj1eri7u5s1h4eHBxRFgbu7O/R6PQYOHIiqVaua9T2JiIiIiCxNyvk3ERERERFZDtu/iYiIiGRhhxnKJzU1FREREdi2bRsOHz4MVVWNjfft27eHXq9H//794ebmpvl7e3p6IisrC8DjO20dHR3Rs2dPBAQE4JVXXtH8/YiIiIiIrM2a599ERERERGQ5bP8mIiIikoUdZqhISUlJCA0Nxfbt25GUlATg8Ym8m5sbBgwYAL1er+nwkbdv34bBYEBoaCgSEhKM7wcAdevWxeDBgxEQEIC6detq9p5ERERERFJY+vybiIiIiIgsh+3fRERERLKwwwyV2OHDhxEREYE9e/bg6tWrAACdTmc8sddaYmIifvzxR4SFheH69esAHl886HQ6dOnSBXq9Hj169ICjo6NZ3p+IiIiIyJosff5NRERERESWw/ZvIiIiIutjhxkqlZycHMTGxmLZsmU4ceIEFEXBqVOnzP6eMTExCA0NRWRkJNLT04297qtUqYJBgwZBr9fD3d3drDmIiIiIiCzNGuffRERERERkOWz/JiIiIrIedpihYqmqikOHDsFgMCAyMhL37t0z/r5Ro0bYtWuXxbKkpqYiIiIC27Ztw+HDh6GqqvHioX379tDr9ejfvz/c3NwslomIiIiISEuSzr+JiIiIiMhy2P5NREREZFnsMEOFOnnyJAwGA8LDw3Hz5k0AjxvpXV1d0bt3b+j1erz44otWy5eUlITQ0FBs374dSUlJAB4PWenm5oYBAwZAr9ejXbt2VstHRERERFQa0s+/iYiIiIjIctj+TURERGR+7DBDeSQlJcFgMMBgMOCPP/4A8LiRHgA8PT2h1+vh4+ODChUqWDFlfocPH0ZERAT27NmDq1evAgB0Oh0SEhKsnIyIiIiIqHBl9fybiIiIiIgsh+3fRERERObBDjOE27dvY8eOHTAYDDh27BiAPxvpq1atCl9fX+j1erRo0cKaMYuVk5OD2NhYLFu2DCdOnICiKDh16pS1YxERERER5WEr599ERERERGQ5bP8mIiIi0p6jtQOQdaSnp2PPnj0wGAyIiYlBdnY2gMcN9TqdDi+//DL0ej169OgBJycnK6ctnKqqOHToEAwGAyIjI3Hv3j3jtIYNG1oxGRERERHRn2zl/JuIiIiIiCyH7d9ERERE5sUOM3Zo2rRpiIyMxMOHDwH8eTdrgwYN4O/vj8GDB6NOnTrWjFiskydPwmAwIDw8HDdv3gTw+O9wdXVF7969odfr8eKLL1o5JRERERGRbZx/ExERERGR5bD9m4iIiMgy+EgmO+Th4WH8v6urK3r27Am9Xo9OnTpZMVXxkpKSYDAYYDAY8McffwD488sGT09P6PV6+Pj4oEKFClZMSURERESUV1k9/yYiIiIiIsth+zcRERGR5XGEGTvVpk0bBAQEwNfXFxUrVrR2nELdvn0bO3bsgMFgwLFjxwD8eZFQtWpV+Pr6Qq/Xo0WLFtaMSURERERUpLJy/k1ERERERJbD9m8iIiIi6+IIM3bo9OnTee5ylSY9PR179uyBwWBATEwMsrOzATy+UNDpdOjSpQv0ej169OgBJycnK6clIiIiIiqa9PNvIiIiIiKyHLZ/ExEREcnBDjMkyrRp0xAZGYmHDx8C+LM3fYMGDeDv74/BgwejTp061oxIRERERERERERERFRqbP8mIiIikoUdZuxQXFycpst74YUXNFvWk3feurq6omfPntDr9ejUqZNm70FEREREZEmSz7+JiIiIiMhy2P5NREREJAs7zNghDw8PKIqiybIURUFCQoImywIeZ2vTpg0CAgLg6+uLihUrarZsIiIiIiJrkHz+TURERERElsP2byIiIiJZHK0dgKxDaj+p0NDQPL3siYiIiIhsgdTzbyIiIiIishy2fxMRERHJwg4zdmjhwoVFTp8xYwYURcGcOXPg7OxsoVSP8WKBiIiIiGyN5PNvIiIiIiKyHLZ/ExEREcnCRzJRPrlDxsfHx8PNzc2i7x0XF6fp8l544QVNl0dEREREpDVrnn8TEREREZHlsP2biIiISBaOMEOiDBs2DIqiaLIsRVGQkJCgybKIiIiIiIiIiIiIiJ4G27+JiIiIZGGHGRKHgx4RERERERERERERkS1i+zcRERGRHOwwQ6IsXLiwyOkzZsyAoiiYM2cOnJ2dLZSKiIiIiIiIiIiIiOjpsP2biIiISBZFZXdm+gsPD4//3979hHZd/3EAf350zKTDwqXeRA10CGKJw1mUy5KkIhRv9u8QhFgU2C1bYgdHHbx10IsrQuzkYZIkmimOQcPpaR52EHQscDQd04iZfH+HUPqBWs6v3+/Hvo8HfA/j+/689zzs8Nrr+/q+3ymKIoODg5k9e3a94/yfMmcDAIDpUOMCAACJ/w0AAGptRr0DAAAAAAAAAABALRmYAQAAAAAAAACgoRiYAQAAAAAAAACgoRiYAQAAAAAAAACgoTTVOwC1NzAw8K/WnTlzJrNmzfrHde3t7Q8aCQAA/rPU3wAAAAAA5VNUKpVKvUNQW21tbSmKoip7FUWRoaGhquz1b9zKPjg4mNmzZ9fs9wIAwHQ9yvU3AABQO/rfAAC15YSZBmVOCgAAakf9DQAAAABQLgZmGlB3d3e9IwAAQMNQfwMAAAAAlI+BmQa0adOmeke4q4GBgX+17syZM5k1a9Y/rmtvb3/QSAAA8EDKXH8DAAC1o/8NAFAuRcXZ4JTIrTtaq6EoigwNDVVlLwAAAAAAeBD63wAA5eKEGUrHDBcAAAAAAP9F+t8AAOVhYIYkyYULF7Jo0aLbP09NTWXnzp13Xb958+asWrWq6jm6u7urvicAAJRNWepvAACgdvS/AQDKxZVMDe7gwYPZt29frl+/nv7+/syYMSNJ8vvvv2flypV3PR5ywYIF6e3tTXNzcy3jAgDAI039DQAAAABQDjPqHYD6uHnzZrZu3Zpdu3ZldHQ0ExMTGRwcvOPaefPm3X61tramUqnk4sWL6enpqW1oAAB4RKm/AQAAAADKxQkzDaq7uzvffPNNkmTFihV5//33s3bt2jQ1/XVL19+/4Xr+/Pn/e/a9995LX19f5s2blxMnTmTmzJk1zw8AAI8S9TcAAAAAQLk01TsAtTc6OpoDBw6kKIps2bIlXV1d9/V8V1dXXnvttYyNjeXEiRN5+eWXH1LSv1y4cCGLFi26/fPU1FR27tx51/WbN2/OqlWrHmomAAD4tx61+hsAAKgd/W8AgPoxMNOAent7c+PGjTz11FPZsWPHfT+/cOHCdHZ25qeffkp/f/9Da9gfPHgw+/bty/Xr19Pf358ZM/66QezPP//MoUOHUhTFHZ8bHBxMb29vmpubH0ouAAC4H49K/Q0AANSO/jcAQP3NqHcAau/06dO3v916qwi/X+vXr0+lUsnZs2ernC65efNmtm7dml27dmV0dDQTExMZHBy849p58+bdfrW2tqZSqeTixYvp6empei4AAJiOstffAABA7eh/AwCUh4GZBnTp0qUkyerVq6e9x/Lly5Mkly9frkqmv/vqq6/y888/p1KpZMWKFfn666/z9NNP33HtyZMnb79Onz6d5557LpVKJd99911u3rxZ9WwAAHC/yl5/AwAAtaP/DQBQHgZmGtD4+HiSZO7cuXdd09TUlI6OjnR0dNzx/dbW1iTJ1atXq5ptdHQ0Bw4cSFEUefPNN/P999/npZdeSlPTv7s9rKurKzNnzszY2FhOnDhR1WwAADAdZa6/AQCA2tH/BgAoFwMzDejWMfB//PHHXdc0Nzenp6cn+/fvv+P7k5OTt9dVU29vb27cuJHFixdnx44d9/38woUL09nZmSTp7++vajYAAJiOMtffAABA7eh/AwCUi4GZBjRnzpwkf02zT9fIyEiSZP78+VXJdMvp06dTFEW2bNly+4OF+7V+/fpUKpWcPXu2qtkAAGA6ylx/AwAAtaP/DQBQLgZmGtCSJUuSJH19fdPe4/jx40mSZcuWVSXTLZcuXUqSrF69etp7LF++PEly+fLlqmQCAIAHUeb6GwAAqB39bwCAcjEw04CeffbZVCqVHDx48J7Hwt/NxMREDh8+nKIosnbt2qpmGx8fT5LMnTv3rmuamprS0dGRjo6OO77f2tqaJLl69WpVswEAwHSUuf4GAABqR/8bAKBcDMw0oNdffz2zZs3Kb7/9li+++OK+n+/q6srVq1fT0tKSDRs2VDXbrWMo7/VBQnNzc3p6erJ///47vj85OXl7HQAA1FuZ628AAKB29L8BAMrFwEwDmjNnTt59991UKpUcOnQon3zySSYmJv7xucnJyXz88cc5evRoiqLIBx98UPWifM6cOUmS0dHRae8xMjKSJJk/f35VMgEAwIMoc/0NAADUjv43AEC5NNU7APXx4Ycf5pdffsm5c+fyww8/5OTJk9mwYUM6OzuzdOnS20dCjo2NZWRkJMeOHcuRI0dy5cqVJMnzzz+ft956q+q5lixZkl9//TV9fX155plnprXH8ePHkyTLli2rZjQAAJi2stbfAABA7eh/AwCUS1GpVCr1DkF9XLt2Ldu3b8+pU6eSJEVR3HP9rT+VdevWZc+ePXnssceqnunbb7/N7t278+STT+bYsWP3/TsmJibyyiuvZGJiIl9++WXeeOONqmcEAIDpKGP9DQAA1I7+NwBAuRiYIYcPH87evXszPDx8z3ULFizItm3bsnHjxoeWZXx8PC+++GKmpqayadOm7N69+76e/+ijj3L06NE88cQTOXXqlCPrAQAonTLV3wAAQO3ofwMAlIuBGW4bGhpKX19fhoeHMz4+nkqlkpaWlixevDhr1qzJypUr//FbsNWwZ8+e7Nu3L0VR5NVXX83nn3+elpaWez4zOTmZzz77LD/++GOKosinn36at99++6FnBQCA6SpL/Q0AANSO/jcAQHkYmKF0pqam8s477+TcuXMpiiKPP/54NmzYkM7OzixdujRz585NkoyNjWVkZCTHjh3LkSNHcuXKlVQqlbzwwgvZu3evDxcAAAAAACgV/W8AgPIwMEMpXbt2Ldu3b8+pU6eS5B+L/1t/xuvWrcuePXvu++5XAAAAAACoBf1vAIByMDDTgAYGBqq6X3t7e1X3+7vDhw9n7969GR4evue6BQsWZNu2bdm4ceNDywIAANPxKNXfAABA7eh/AwDUl4GZBtTW1la14xqLosjQ0FBV9rqXoaGh9PX1ZXh4OOPj46lUKmlpacnixYuzZs2arFy50hGUAACU0qNYfwMAALWj/w0AUB8GZhpQW1tb1fYqiiLnz5+v2n4AAPBfo/4GAAAAACifpnoHoPa6u7vrHQEAABqG+hsAAAAAoHycMEOpDAwMVHW/9vb2qu4HAAAAAADTof8NAFAuBmYolba2tqrdxVoURYaGhqqyFwAAAAAAPAj9bwCAcnElE6VjhgsAAAAAgP8i/W8AgPIwMEOpdHd31zsCAAAAAABUnf43AEC5uJIJAAAAAAAAAICGMqPeAQAAAAAAAAAAoJYMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FAMzAAAAAAAAAAA0FD+B8+riWM8seNhAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4207,30 +6002,30 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 55, + "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { - "height": 649, + "height": 957, "width": 1094 } }, @@ -4238,7 +6033,7 @@ } ], "source": [ - "ddl.pl.stackedbarplot(vdj, variable = 'v_call_heavy', groupby = 'clone_id_group', legend_options = ('lower left', (0, -1), 12))" + "ddl.pl.stackedbarplot(vdj, variable = 'v_call_heavy', groupby = 'clone_id_group', legend_options = ('lower left', (0, -2), 12))" ] }, { @@ -4251,30 +6046,30 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 56, + "execution_count": 57, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { - "height": 356, + "height": 369, "width": 638 } }, @@ -4287,30 +6082,32 @@ }, { "cell_type": "code", - "execution_count": 57, - "metadata": {}, + "execution_count": 58, + "metadata": { + "scrolled": true + }, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 57, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { - "height": 356, + "height": 369, "width": 638 } }, @@ -4323,30 +6120,30 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 58, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { - "height": 356, + "height": 369, "width": 645 } }, @@ -4359,7 +6156,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 60, "metadata": { "scrolled": true }, @@ -4368,23 +6165,23 @@ "data": { "text/plain": [ "(
,\n", - " )" + " )" ] }, - "execution_count": 59, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { - "height": 356, + "height": 369, "width": 528 } }, @@ -4402,6 +6199,46 @@ "That sums it up for now! Let me know if you have any ideas at [kt16@sanger.ac.uk] and I can try and see if i can implement it or we can work something out to collaborate on!" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## *clone_overlap*\n", + "This isn't the best example, but there is now a circos-style clone overlap function where it looks for whather different samples share a clone., If they do, an arc/connection will be drawn between them." + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Unable to retrieve category colors. Default to 'Set1'\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 342, + "width": 359 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "ddl.pl.clone_overlap(adata, groupby = 'leiden', colorby = 'batch', figsize = (4,4), group_label_offset=2)" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/notebooks/5_dandelion_running_from_R.ipynb b/notebooks/5_dandelion_running_from_R.ipynb index 5f81b54a5..dfe5577af 100644 --- a/notebooks/5_dandelion_running_from_R.ipynb +++ b/notebooks/5_dandelion_running_from_R.ipynb @@ -65,7 +65,7 @@ "pythonhome: /Users/kt16/miniconda3/envs/dandelion:/Users/kt16/miniconda3/envs/dandelion\n", "version: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:33:30) [Clang 9.0.1 ]\n", "numpy: /Users/kt16/miniconda3/envs/dandelion/lib/python3.7/site-packages/numpy\n", - "numpy_version: 1.19.2\n", + "numpy_version: 1.17.5\n", "\n", "NOTE: Python version was forced by RETICULATE_PYTHON" ] @@ -95,6 +95,7 @@ "source": [ "# change directory to somewhere more workable\n", "setwd('/Users/kt16/Downloads/dandelion_tutorial_R/')\n", + "# ddl = import_from_path('dandelion', path = '/Users/kt16/Documents/Github/dandelion')\n", "ddl = import('dandelion')" ] }, @@ -227,7 +228,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": { "scrolled": false }, @@ -274,7 +275,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -284,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -326,37 +327,21 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "setwd('/Users/kt16/Downloads/dandelion_tutorial_R/')\n", "library(reticulate)\n", - "ddl = import('dandelion')" + "ddl = import_from_path('dandelion', path = '/Users/kt16/Documents/Github/dandelion')\n", + "# ddl = import('dandelion')" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Warning message:\n", - "“package ‘Seurat’ was built under R version 3.6.2”\n", - "Genome matrix has multiple modalities, returning a list of matrices for this genome\n", - "\n", - "Genome matrix has multiple modalities, returning a list of matrices for this genome\n", - "\n", - "Genome matrix has multiple modalities, returning a list of matrices for this genome\n", - "\n", - "Genome matrix has multiple modalities, returning a list of matrices for this genome\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "library(Seurat)\n", "samples = c('sc5p_v2_hs_PBMC_1k', 'sc5p_v2_hs_PBMC_10k', 'vdj_v1_hs_pbmc3', 'vdj_nextgem_hs_pbmc3')\n", @@ -370,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -382,70 +367,9 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
A data.frame: 6 × 3
orig.identnCount_RNAnFeature_RNA
<chr><dbl><int>
sc5p_v2_hs_PBMC_1k_AAACCTGCAGCCTGTG-1SeuratProject50291819
sc5p_v2_hs_PBMC_1k_AAACGGGTCGCTGATA-1SeuratProject43431738
sc5p_v2_hs_PBMC_1k_AAAGATGTCCTCGCAT-1SeuratProject 898 554
sc5p_v2_hs_PBMC_1k_AAAGCAAAGTATGACA-1SeuratProject49991796
sc5p_v2_hs_PBMC_1k_AAAGCAATCCATTCTA-1SeuratProject 601 416
sc5p_v2_hs_PBMC_1k_AAATGCCCACTTAAGC-1SeuratProject49981530
\n" - ], - "text/latex": [ - "A data.frame: 6 × 3\n", - "\\begin{tabular}{r|lll}\n", - " & orig.ident & nCount\\_RNA & nFeature\\_RNA\\\\\n", - " & & & \\\\\n", - "\\hline\n", - "\tsc5p\\_v2\\_hs\\_PBMC\\_1k\\_AAACCTGCAGCCTGTG-1 & SeuratProject & 5029 & 1819\\\\\n", - "\tsc5p\\_v2\\_hs\\_PBMC\\_1k\\_AAACGGGTCGCTGATA-1 & SeuratProject & 4343 & 1738\\\\\n", - "\tsc5p\\_v2\\_hs\\_PBMC\\_1k\\_AAAGATGTCCTCGCAT-1 & SeuratProject & 898 & 554\\\\\n", - "\tsc5p\\_v2\\_hs\\_PBMC\\_1k\\_AAAGCAAAGTATGACA-1 & SeuratProject & 4999 & 1796\\\\\n", - "\tsc5p\\_v2\\_hs\\_PBMC\\_1k\\_AAAGCAATCCATTCTA-1 & SeuratProject & 601 & 416\\\\\n", - "\tsc5p\\_v2\\_hs\\_PBMC\\_1k\\_AAATGCCCACTTAAGC-1 & SeuratProject & 4998 & 1530\\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "A data.frame: 6 × 3\n", - "\n", - "| | orig.ident <chr> | nCount_RNA <dbl> | nFeature_RNA <int> |\n", - "|---|---|---|---|\n", - "| sc5p_v2_hs_PBMC_1k_AAACCTGCAGCCTGTG-1 | SeuratProject | 5029 | 1819 |\n", - "| sc5p_v2_hs_PBMC_1k_AAACGGGTCGCTGATA-1 | SeuratProject | 4343 | 1738 |\n", - "| sc5p_v2_hs_PBMC_1k_AAAGATGTCCTCGCAT-1 | SeuratProject | 898 | 554 |\n", - "| sc5p_v2_hs_PBMC_1k_AAAGCAAAGTATGACA-1 | SeuratProject | 4999 | 1796 |\n", - "| sc5p_v2_hs_PBMC_1k_AAAGCAATCCATTCTA-1 | SeuratProject | 601 | 416 |\n", - "| sc5p_v2_hs_PBMC_1k_AAATGCCCACTTAAGC-1 | SeuratProject | 4998 | 1530 |\n", - "\n" - ], - "text/plain": [ - " orig.ident nCount_RNA nFeature_RNA\n", - "sc5p_v2_hs_PBMC_1k_AAACCTGCAGCCTGTG-1 SeuratProject 5029 1819 \n", - "sc5p_v2_hs_PBMC_1k_AAACGGGTCGCTGATA-1 SeuratProject 4343 1738 \n", - "sc5p_v2_hs_PBMC_1k_AAAGATGTCCTCGCAT-1 SeuratProject 898 554 \n", - "sc5p_v2_hs_PBMC_1k_AAAGCAAAGTATGACA-1 SeuratProject 4999 1796 \n", - "sc5p_v2_hs_PBMC_1k_AAAGCAATCCATTCTA-1 SeuratProject 601 416 \n", - "sc5p_v2_hs_PBMC_1k_AAATGCCCACTTAAGC-1 SeuratProject 4998 1530 " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "head(merged@meta.data)" ] @@ -459,21 +383,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "An object of class Seurat \n", - "38224 features across 30471 samples within 1 assay \n", - "Active assay: RNA (38224 features, 0 variable features)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# remove the -# from the end of each cell name\n", "merged <- RenameCells(merged, new.names = gsub('-.*', '', row.names(merged@meta.data)))\n", @@ -489,164 +401,11 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Centering and scaling data matrix\n", - "\n", - "PC_ 1 \n", - "Positive: LYZ, S100A9, FCN1, S100A8, CST3, VCAN, MNDA, IFI30, SPI1, SERPINA1 \n", - "\t S100A12, CSTA, TYMP, CTSS, CD14, LST1, CYBB, FTL, MS4A6A, CSF3R \n", - "\t TYROBP, CD68, TNFAIP2, CFD, NCF2, CD36, CEBPD, AIF1, GRN, LILRB2 \n", - "Negative: IFITM1, RPS27, IL32, LTB, RPS12, RPS18, IL7R, TCF7, CD7, TRBC2 \n", - "\t NOSIP, RPS29, LEF1, LINC00861, ETS1, CD247, CCR7, LIME1, CD2, MAL \n", - "\t SELL, GZMM, TRBC1, AQP3, OXNAD1, AES, CD69, ARL4C, PIM2, TRAC \n", - "PC_ 2 \n", - "Positive: MS4A1, CD79A, BANK1, LINC00926, IGHM, HLA-DQA1, FCER2, HLA-DQB1, TCL1A, CD79B \n", - "\t FCRLA, CD19, VPREB3, RALGPS2, CD22, HLA-DRA, FCRL1, HLA-DOB, AFF3, NIBAN3 \n", - "\t IGHD, POU2AF1, BLNK, BLK, HLA-DPB1, SPIB, IGKC, ADAM28, CD24, HVCN1 \n", - "Negative: NKG7, HCST, CST7, PRF1, GZMA, GNLY, CTSW, KLRD1, IFITM1, FGFBP2 \n", - "\t FCGR3A, KLRF1, SPON2, S100A4, HOPX, GZMB, SRGN, IFITM2, CCL5, CLIC3 \n", - "\t CD7, MATK, ITGB2, TBX21, IL2RB, CD247, KLRB1, GZMM, SH2D1B, S1PR5 \n", - "PC_ 3 \n", - "Positive: NKG7, GNLY, GZMB, CST7, PRF1, KLRD1, GZMA, FCGR3A, FGFBP2, KLRF1 \n", - "\t SPON2, CLIC3, HOPX, SH2D1B, TBX21, CCL4, ADGRG1, S1PR5, MATK, PTGDR \n", - "\t MYOM2, IL2RB, TTC38, CCL5, PRSS23, GZMH, CTSW, XCL2, CXXC5, PLEK \n", - "Negative: TCF7, LEF1, TPT1, IL7R, VIM, RPS12, CCR7, RPL36A, MAL, NOSIP \n", - "\t RGS10, SNHG29, PRKCQ-AS1, TRABD2A, RPL17, EEF1G, GAS5, OXNAD1, GIMAP5, RPS4Y1 \n", - "\t RGCC, BCL11B, ACTN1, TRAT1, RPS29, LTB, AL138963.4, GIMAP1, PCED1B-AS1, NELL2 \n", - "PC_ 4 \n", - "Positive: CAVIN2, PPBP, TUBB1, PF4, GNG11, SPARC, GP9, CLU, MPIG6B, TREML1 \n", - "\t PRKAR2B, NRGN, ITGA2B, CMTM5, PTGS1, MMD, MYL9, AC147651.1, TRIM58, ACRBP \n", - "\t MAP3K7CL, AL731557.1, DMTN, C2orf88, RGS18, CD9, TSC22D1, MTURN, THBS1, TMEM40 \n", - "Negative: AES, RPS12, SEPT9, RARRES3, SEPT6, JUNB, SEPT7, SEPT1, RPS18, AL138963.3 \n", - "\t DUSP1, JUN, KIAA1551, FOS, VIM, CD74, TPT1, S100A4, S100A10, S100A6 \n", - "\t HLA-DQA2, CD69, HLA-DRB5, NFKBIA, CD37, RPS27, DUSP2, HLA-DRA, RETN, ATP6V0B \n", - "PC_ 5 \n", - "Positive: RPS4Y1, TLE5, EEF1G, SNHG29, GAS5, SEPTIN9, SNHG6, PCED1B-AS1, IL2RG, RPL17 \n", - "\t PLAAT4, SEPTIN7, SEPTIN1, LINC01578, JUND, AL138963.4, TOMM6, SNHG5, CD81, SEPTIN6 \n", - "\t KLF2, RESF1, GIMAP5, ATP5PO, MICOS10, RPS17, RBIS, RNASEK, PRKCQ-AS1, RPL36A \n", - "Negative: AES, SEPT9, SEPT6, SEPT1, SEPT7, RARRES3, AL138963.3, KIAA1551, GNG11, CLU \n", - "\t CAVIN2, TUBB1, SPARC, PF4, PPBP, JUNB, GP9, CDKN1A, MPIG6B, TREML1 \n", - "\t LMNA, ITGA2B, PTGS1, CMTM5, MAP3K7CL, CD9, DUSP1, PRKAR2B, ACRBP, FTH1 \n", - "\n", - "Computing nearest neighbor graph\n", - "\n", - "Computing SNN\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck\n", - "\n", - "Number of nodes: 18634\n", - "Number of edges: 827149\n", - "\n", - "Running Louvain algorithm...\n", - "Maximum modularity in 10 random starts: 0.9197\n", - "Number of communities: 24\n", - "Elapsed time: 3 seconds\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Warning message:\n", - "“The default method for RunUMAP has changed from calling Python UMAP via reticulate to the R-native UWOT using the cosine metric\n", - "To use Python UMAP via reticulate, set umap.method to 'umap-learn' and metric to 'correlation'\n", - "This message will be shown once per session”\n", - "15:05:28 UMAP embedding parameters a = 0.9922 b = 1.112\n", - "\n", - "15:05:28 Read 18634 rows and found 50 numeric columns\n", - "\n", - "15:05:28 Using Annoy for neighbor search, n_neighbors = 30\n", - "\n", - "15:05:28 Building Annoy index with metric = cosine, n_trees = 50\n", - "\n", - "0% 10 20 30 40 50 60 70 80 90 100%\n", - "\n", - "[----|----|----|----|----|----|----|----|----|----|\n", - "\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "*\n", - "\n", - "|\n", - "\n", - "15:05:32 Writing NN index file to temp file /var/folders/nb/wrd6px6171j52lqpmkljt6vw000l2l/T//RtmpOQOQL9/file226217acb4ec\n", - "\n", - "15:05:32 Searching Annoy index using 1 thread, search_k = 3000\n", - "\n", - "15:05:39 Annoy recall = 100%\n", - "\n", - "15:05:39 Commencing smooth kNN distance calibration using 1 thread\n", - "\n", - "15:05:40 Initializing from normalized Laplacian + noise\n", - "\n", - "15:05:44 Commencing optimization for 200 epochs, with 832496 positive edges\n", - "\n", - "15:05:55 Optimization finished\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "merged[[\"percent.mt\"]] <- PercentageFeatureSet(merged, pattern = \"^MT-\")\n", "merged <- subset(merged, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)\n", @@ -661,51 +420,18 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0gAAANICAYAAAD958/bAAAEGWlDQ1BrQ0dDb2xvclNwYWNl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", - "text/plain": [ - "plot without title" - ] - }, - "metadata": { - "image/png": { - "height": 420, - "width": 420 - }, - "text/plain": { - "height": 420, - "width": 420 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "DimPlot(merged, reduction = \"umap\")" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "An object of class Seurat \n", - "38224 features across 18634 samples within 1 assay \n", - "Active assay: RNA (38224 features, 2000 variable features)\n", - " 2 dimensional reductions calculated: pca, umap" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "merged" ] @@ -719,7 +445,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -739,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -751,20 +477,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "AnnData object with n_obs × n_vars = 18634 × 38224 \n", - " obs: 'orig.ident', 'nCount_RNA', 'nFeature_RNA', 'percent.mt', 'RNA_snn_res.0.8', 'seurat_clusters', 'filter_rna'" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "adata = sc$AnnData(X = normcounts, obs = obs)\n", "adata" @@ -779,23 +494,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "AnnData object with n_obs × n_vars = 18634 × 38224 \n", - " obs: 'orig.ident', 'nCount_RNA', 'nFeature_RNA', 'percent.mt', 'RNA_snn_res.0.8', 'seurat_clusters', 'filter_rna'\n", - " uns: 'neighbors'\n", - " obsm: 'X_pca'\n", - " obsp: 'distances', 'connectivities'" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "sc$pp$neighbors(adata)\n", "adata" @@ -810,278 +511,11 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Parsed with column specification:\n", - "cols(\n", - " .default = col_double(),\n", - " sequence_id = \u001b[31mcol_character()\u001b[39m,\n", - " sequence = \u001b[31mcol_character()\u001b[39m,\n", - " rev_comp = \u001b[33mcol_logical()\u001b[39m,\n", - " productive = \u001b[33mcol_logical()\u001b[39m,\n", - " v_call = \u001b[31mcol_character()\u001b[39m,\n", - " d_call = \u001b[31mcol_character()\u001b[39m,\n", - " j_call = \u001b[31mcol_character()\u001b[39m,\n", - " sequence_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " junction = \u001b[31mcol_character()\u001b[39m,\n", - " junction_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " d_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " j_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " locus = \u001b[31mcol_character()\u001b[39m,\n", - " stop_codon = \u001b[33mcol_logical()\u001b[39m,\n", - " vj_in_frame = \u001b[33mcol_logical()\u001b[39m,\n", - " sequence_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_sequence_alignment = \u001b[31mcol_character()\u001b[39m\n", - " # ... with 36 more columns\n", - ")\n", - "\n", - "See spec(...) for full column specifications.\n", - "\n", - "Parsed with column specification:\n", - "cols(\n", - " .default = col_double(),\n", - " sequence_id = \u001b[31mcol_character()\u001b[39m,\n", - " sequence = \u001b[31mcol_character()\u001b[39m,\n", - " rev_comp = \u001b[33mcol_logical()\u001b[39m,\n", - " productive = \u001b[33mcol_logical()\u001b[39m,\n", - " v_call = \u001b[31mcol_character()\u001b[39m,\n", - " d_call = \u001b[31mcol_character()\u001b[39m,\n", - " j_call = \u001b[31mcol_character()\u001b[39m,\n", - " sequence_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " junction = \u001b[31mcol_character()\u001b[39m,\n", - " junction_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " d_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " j_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " locus = \u001b[31mcol_character()\u001b[39m,\n", - " stop_codon = \u001b[33mcol_logical()\u001b[39m,\n", - " vj_in_frame = \u001b[33mcol_logical()\u001b[39m,\n", - " sequence_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_sequence_alignment = \u001b[31mcol_character()\u001b[39m\n", - " # ... with 36 more columns\n", - ")\n", - "\n", - "See spec(...) for full column specifications.\n", - "\n", - "Parsed with column specification:\n", - "cols(\n", - " .default = col_double(),\n", - " sequence_id = \u001b[31mcol_character()\u001b[39m,\n", - " sequence = \u001b[31mcol_character()\u001b[39m,\n", - " rev_comp = \u001b[33mcol_logical()\u001b[39m,\n", - " productive = \u001b[33mcol_logical()\u001b[39m,\n", - " v_call = \u001b[31mcol_character()\u001b[39m,\n", - " d_call = \u001b[31mcol_character()\u001b[39m,\n", - " j_call = \u001b[31mcol_character()\u001b[39m,\n", - " sequence_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " junction = \u001b[31mcol_character()\u001b[39m,\n", - " junction_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " d_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " j_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " locus = \u001b[31mcol_character()\u001b[39m,\n", - " stop_codon = \u001b[33mcol_logical()\u001b[39m,\n", - " vj_in_frame = \u001b[33mcol_logical()\u001b[39m,\n", - " sequence_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_sequence_alignment = \u001b[31mcol_character()\u001b[39m\n", - " # ... with 36 more columns\n", - ")\n", - "\n", - "See spec(...) for full column specifications.\n", - "\n", - "Parsed with column specification:\n", - "cols(\n", - " .default = col_double(),\n", - " sequence_id = \u001b[31mcol_character()\u001b[39m,\n", - " sequence = \u001b[31mcol_character()\u001b[39m,\n", - " rev_comp = \u001b[33mcol_logical()\u001b[39m,\n", - " productive = \u001b[33mcol_logical()\u001b[39m,\n", - " v_call = \u001b[31mcol_character()\u001b[39m,\n", - " d_call = \u001b[31mcol_character()\u001b[39m,\n", - " j_call = \u001b[31mcol_character()\u001b[39m,\n", - " sequence_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment = \u001b[31mcol_character()\u001b[39m,\n", - " junction = \u001b[31mcol_character()\u001b[39m,\n", - " junction_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " d_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " j_cigar = \u001b[31mcol_character()\u001b[39m,\n", - " locus = \u001b[31mcol_character()\u001b[39m,\n", - " stop_codon = \u001b[33mcol_logical()\u001b[39m,\n", - " vj_in_frame = \u001b[33mcol_logical()\u001b[39m,\n", - " sequence_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " germline_alignment_aa = \u001b[31mcol_character()\u001b[39m,\n", - " v_sequence_alignment = \u001b[31mcol_character()\u001b[39m\n", - " # ... with 36 more columns\n", - ")\n", - "\n", - "See spec(...) for full column specifications.\n", - "\n" - ] - }, - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
A tibble: 6 × 106
sequence_idsequencerev_compproductivev_calld_callj_callsequence_alignmentgermline_alignmentjunction⋯c_sequence_alignmentc_germline_alignmentc_sequence_startc_sequence_endc_scorec_identityc_supportsample_idv_call_genotypedgermline_alignment_d_mask
<chr><chr><lgl><lgl><chr><chr><chr><chr><chr><chr>⋯<chr><chr><dbl><dbl><dbl><dbl><dbl><chr><chr><chr>
sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA FALSE TRUEIGLV5-45*03NA IGLJ3*02CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC ⋯GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "431642392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV5-45*03CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG
sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG FALSE TRUEIGHV4-61*02IGHD3-3*01 IGHJ6*02CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCACAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCATGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG⋯GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " 470541134.079100 7e-34sc5p_v2_hs_PBMC_1kIGHV4-61*02CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA
sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA FALSEFALSEIGLV2-5*01 NA IGLJ3*02CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC ⋯GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "433644392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV2-5*01 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG
sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA FALSE TRUEIGLV4-69*01NA IGLJ1*01CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG TGTCAGACCTGGGGCACTGGCATTTATGTCTTC ⋯GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "416627392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV4-69*01CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG
sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG FALSE TRUEIGHV3-21*01IGHD3-22*01IGHJ4*02GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG ⋯GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " 506577134.079100 7e-34sc5p_v2_hs_PBMC_1kIGHV3-21*01GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG
sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_3AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAFALSEFALSEIGLV4-69*01NA IGLJ3*02CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC ⋯GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "541752392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV4-69*01CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG
\n" - ], - "text/latex": [ - "A tibble: 6 × 106\n", - "\\begin{tabular}{lllllllllllllllllllll}\n", - " sequence\\_id & sequence & rev\\_comp & productive & v\\_call & d\\_call & j\\_call & sequence\\_alignment & germline\\_alignment & junction & ⋯ & c\\_sequence\\_alignment & c\\_germline\\_alignment & c\\_sequence\\_start & c\\_sequence\\_end & c\\_score & c\\_identity & c\\_support & sample\\_id & v\\_call\\_genotyped & germline\\_alignment\\_d\\_mask\\\\\n", - " & & & & & & & & & & ⋯ & & & & & & & & & & \\\\\n", - "\\hline\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCCCAGGCTAGGT-1\\_contig\\_1 & ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & TRUE & IGLV5-45*03 & NA & IGLJ3*02 & CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC & ⋯ & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 431 & 642 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV5-45*03 & CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCCCAGGCTAGGT-1\\_contig\\_2 & ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & FALSE & TRUE & IGHV4-61*02 & IGHD3-3*01 & IGHJ6*02 & CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA & CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA & TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG & ⋯ & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " & 470 & 541 & 134.079 & 100 & 7e-34 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGHV4-61*02 & CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCCCAGGCTAGGT-1\\_contig\\_3 & GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & FALSE & IGLV2-5*01 & NA & IGLJ3*02 & CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC & ⋯ & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 433 & 644 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV2-5*01 & CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCTTGTCATCGGC-1\\_contig\\_1 & AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & TRUE & IGLV4-69*01 & NA & IGLJ1*01 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG & TGTCAGACCTGGGGCACTGGCATTTATGTCTTC & ⋯ & GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 416 & 627 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV4-69*01 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCTTGTCATCGGC-1\\_contig\\_2 & AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & FALSE & TRUE & IGHV3-21*01 & IGHD3-22*01 & IGHJ4*02 & GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG & GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG & TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG & ⋯ & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " & 506 & 577 & 134.079 & 100 & 7e-34 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGHV3-21*01 & GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCTTGTCATCGGC-1\\_contig\\_3 & AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & FALSE & IGLV4-69*01 & NA & IGLJ3*02 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC & ⋯ & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 541 & 752 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV4-69*01 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "A tibble: 6 × 106\n", - "\n", - "| sequence_id <chr> | sequence <chr> | rev_comp <lgl> | productive <lgl> | v_call <chr> | d_call <chr> | j_call <chr> | sequence_alignment <chr> | germline_alignment <chr> | junction <chr> | ⋯ ⋯ | c_sequence_alignment <chr> | c_germline_alignment <chr> | c_sequence_start <dbl> | c_sequence_end <dbl> | c_score <dbl> | c_identity <dbl> | c_support <dbl> | sample_id <chr> | v_call_genotyped <chr> | germline_alignment_d_mask <chr> |\n", - "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", - "| sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1 | ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | TRUE | IGLV5-45*03 | NA | IGLJ3*02 | CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC | ⋯ | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 431 | 642 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV5-45*03 | CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2 | ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | FALSE | TRUE | IGHV4-61*02 | IGHD3-3*01 | IGHJ6*02 | CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA | CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA | TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG | ⋯ | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " | 470 | 541 | 134.079 | 100 | 7e-34 | sc5p_v2_hs_PBMC_1k | IGHV4-61*02 | CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3 | GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | FALSE | IGLV2-5*01 | NA | IGLJ3*02 | CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC | ⋯ | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 433 | 644 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV2-5*01 | CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1 | AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | TRUE | IGLV4-69*01 | NA | IGLJ1*01 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG | TGTCAGACCTGGGGCACTGGCATTTATGTCTTC | ⋯ | GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 416 | 627 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV4-69*01 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2 | AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | FALSE | TRUE | IGHV3-21*01 | IGHD3-22*01 | IGHJ4*02 | GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG | GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG | TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG | ⋯ | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " | 506 | 577 | 134.079 | 100 | 7e-34 | sc5p_v2_hs_PBMC_1k | IGHV3-21*01 | GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_3 | AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | FALSE | IGLV4-69*01 | NA | IGLJ3*02 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC | ⋯ | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 541 | 752 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV4-69*01 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG |\n", - "\n" - ], - "text/plain": [ - " sequence_id \n", - "1 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1\n", - "2 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2\n", - "3 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3\n", - "4 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1\n", - "5 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2\n", - "6 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_3\n", - " sequence \n", - "1 ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA \n", - "2 ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "3 GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA \n", - "4 AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA \n", - "5 AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "6 AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " rev_comp productive v_call d_call j_call \n", - "1 FALSE TRUE IGLV5-45*03 NA IGLJ3*02\n", - "2 FALSE TRUE IGHV4-61*02 IGHD3-3*01 IGHJ6*02\n", - "3 FALSE FALSE IGLV2-5*01 NA IGLJ3*02\n", - "4 FALSE TRUE IGLV4-69*01 NA IGLJ1*01\n", - "5 FALSE TRUE IGHV3-21*01 IGHD3-22*01 IGHJ4*02\n", - "6 FALSE FALSE IGLV4-69*01 NA IGLJ3*02\n", - " sequence_alignment \n", - "1 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "2 CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\n", - "3 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "4 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \n", - "5 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \n", - "6 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - " germline_alignment \n", - "1 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "2 CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\n", - "3 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "4 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \n", - "5 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \n", - "6 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - " junction ⋯\n", - "1 TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC ⋯\n", - "2 TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG ⋯\n", - "3 TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC ⋯\n", - "4 TGTCAGACCTGGGGCACTGGCATTTATGTCTTC ⋯\n", - "5 TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG ⋯\n", - "6 TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC ⋯\n", - " c_sequence_alignment \n", - "1 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "2 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "3 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "4 GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "5 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "6 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " c_germline_alignment \n", - "1 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - "2 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\\n \n", - "3 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - "4 GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - "5 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\\n \n", - "6 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - " c_sequence_start c_sequence_end c_score c_identity c_support\n", - "1 431 642 392.610 100 1e-111 \n", - "2 470 541 134.079 100 7e-34 \n", - "3 433 644 392.610 100 1e-111 \n", - "4 416 627 392.610 100 1e-111 \n", - "5 506 577 134.079 100 7e-34 \n", - "6 541 752 392.610 100 1e-111 \n", - " sample_id v_call_genotyped\n", - "1 sc5p_v2_hs_PBMC_1k IGLV5-45*03 \n", - "2 sc5p_v2_hs_PBMC_1k IGHV4-61*02 \n", - "3 sc5p_v2_hs_PBMC_1k IGLV2-5*01 \n", - "4 sc5p_v2_hs_PBMC_1k IGLV4-69*01 \n", - "5 sc5p_v2_hs_PBMC_1k IGHV3-21*01 \n", - "6 sc5p_v2_hs_PBMC_1k IGLV4-69*01 \n", - " germline_alignment_d_mask \n", - "1 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "2 CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\n", - "3 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "4 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \n", - "5 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \n", - "6 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "files = list()\n", "for (i in 1:length(samples)){\n", @@ -1094,158 +528,9 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
A tibble: 6 × 106
sequence_idsequencerev_compproductivev_calld_callj_callsequence_alignmentgermline_alignmentjunction⋯c_sequence_alignmentc_germline_alignmentc_sequence_startc_sequence_endc_scorec_identityc_supportsample_idv_call_genotypedgermline_alignment_d_mask
<chr><chr><lgl><lgl><chr><chr><chr><chr><chr><chr>⋯<chr><chr><dbl><dbl><dbl><dbl><dbl><chr><chr><chr>
sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA FALSE TRUEIGLV5-45*03NA IGLJ3*02CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC ⋯GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "431642392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV5-45*03CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG
sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG FALSE TRUEIGHV4-61*02IGHD3-3*01 IGHJ6*02CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCACAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCATGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG⋯GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " 470541134.079100 7e-34sc5p_v2_hs_PBMC_1kIGHV4-61*02CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA
sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA FALSEFALSEIGLV2-5*01 NA IGLJ3*02CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC ⋯GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "433644392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV2-5*01 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG
sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA FALSE TRUEIGLV4-69*01NA IGLJ1*01CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG TGTCAGACCTGGGGCACTGGCATTTATGTCTTC ⋯GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "416627392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV4-69*01CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG
sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG FALSE TRUEIGHV3-21*01IGHD3-22*01IGHJ4*02GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG ⋯GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " 506577134.079100 7e-34sc5p_v2_hs_PBMC_1kIGHV3-21*01GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG
sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_3AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAFALSEFALSEIGLV4-69*01NA IGLJ3*02CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC ⋯GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "541752392.6101001e-111sc5p_v2_hs_PBMC_1kIGLV4-69*01CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG
\n" - ], - "text/latex": [ - "A tibble: 6 × 106\n", - "\\begin{tabular}{lllllllllllllllllllll}\n", - " sequence\\_id & sequence & rev\\_comp & productive & v\\_call & d\\_call & j\\_call & sequence\\_alignment & germline\\_alignment & junction & ⋯ & c\\_sequence\\_alignment & c\\_germline\\_alignment & c\\_sequence\\_start & c\\_sequence\\_end & c\\_score & c\\_identity & c\\_support & sample\\_id & v\\_call\\_genotyped & germline\\_alignment\\_d\\_mask\\\\\n", - " & & & & & & & & & & ⋯ & & & & & & & & & & \\\\\n", - "\\hline\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCCCAGGCTAGGT-1\\_contig\\_1 & ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & TRUE & IGLV5-45*03 & NA & IGLJ3*02 & CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC & ⋯ & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 431 & 642 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV5-45*03 & CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCCCAGGCTAGGT-1\\_contig\\_2 & ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & FALSE & TRUE & IGHV4-61*02 & IGHD3-3*01 & IGHJ6*02 & CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA & CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA & TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG & ⋯ & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " & 470 & 541 & 134.079 & 100 & 7e-34 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGHV4-61*02 & CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCCCAGGCTAGGT-1\\_contig\\_3 & GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & FALSE & IGLV2-5*01 & NA & IGLJ3*02 & CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC & ⋯ & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 433 & 644 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV2-5*01 & CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCTTGTCATCGGC-1\\_contig\\_1 & AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & TRUE & IGLV4-69*01 & NA & IGLJ1*01 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG & TGTCAGACCTGGGGCACTGGCATTTATGTCTTC & ⋯ & GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 416 & 627 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV4-69*01 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCTTGTCATCGGC-1\\_contig\\_2 & AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & FALSE & TRUE & IGHV3-21*01 & IGHD3-22*01 & IGHJ4*02 & GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG & GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG & TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG & ⋯ & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG & GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " & 506 & 577 & 134.079 & 100 & 7e-34 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGHV3-21*01 & GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \\\\\n", - "\t sc5p\\_v2\\_hs\\_PBMC\\_1k\\_AACTCTTGTCATCGGC-1\\_contig\\_3 & AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & FALSE & FALSE & IGLV4-69*01 & NA & IGLJ3*02 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG & TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC & ⋯ & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA & GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " & 541 & 752 & 392.610 & 100 & 1e-111 & sc5p\\_v2\\_hs\\_PBMC\\_1k & IGLV4-69*01 & CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "A tibble: 6 × 106\n", - "\n", - "| sequence_id <chr> | sequence <chr> | rev_comp <lgl> | productive <lgl> | v_call <chr> | d_call <chr> | j_call <chr> | sequence_alignment <chr> | germline_alignment <chr> | junction <chr> | ⋯ ⋯ | c_sequence_alignment <chr> | c_germline_alignment <chr> | c_sequence_start <dbl> | c_sequence_end <dbl> | c_score <dbl> | c_identity <dbl> | c_support <dbl> | sample_id <chr> | v_call_genotyped <chr> | germline_alignment_d_mask <chr> |\n", - "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", - "| sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1 | ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | TRUE | IGLV5-45*03 | NA | IGLJ3*02 | CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC | ⋯ | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 431 | 642 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV5-45*03 | CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2 | ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | FALSE | TRUE | IGHV4-61*02 | IGHD3-3*01 | IGHJ6*02 | CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA | CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA | TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG | ⋯ | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " | 470 | 541 | 134.079 | 100 | 7e-34 | sc5p_v2_hs_PBMC_1k | IGHV4-61*02 | CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3 | GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | FALSE | IGLV2-5*01 | NA | IGLJ3*02 | CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC | ⋯ | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 433 | 644 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV2-5*01 | CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1 | AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | TRUE | IGLV4-69*01 | NA | IGLJ1*01 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG | TGTCAGACCTGGGGCACTGGCATTTATGTCTTC | ⋯ | GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 416 | 627 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV4-69*01 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2 | AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | FALSE | TRUE | IGHV3-21*01 | IGHD3-22*01 | IGHJ4*02 | GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG | GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG | TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG | ⋯ | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG | GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\n", - " | 506 | 577 | 134.079 | 100 | 7e-34 | sc5p_v2_hs_PBMC_1k | IGHV3-21*01 | GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG |\n", - "| sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_3 | AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | FALSE | FALSE | IGLV4-69*01 | NA | IGLJ3*02 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG | TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC | ⋯ | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA | GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " | 541 | 752 | 392.610 | 100 | 1e-111 | sc5p_v2_hs_PBMC_1k | IGLV4-69*01 | CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG |\n", - "\n" - ], - "text/plain": [ - " sequence_id \n", - "1 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_1\n", - "2 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_2\n", - "3 sc5p_v2_hs_PBMC_1k_AACTCCCAGGCTAGGT-1_contig_3\n", - "4 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_1\n", - "5 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_2\n", - "6 sc5p_v2_hs_PBMC_1k_AACTCTTGTCATCGGC-1_contig_3\n", - " sequence \n", - "1 ACTGCGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTTGGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA \n", - "2 ATACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "3 GGCTGGGGTCTCAGGAGGCAGCGCTCTGGGGACGTCTCCACCATGGCCTGGGCTCTGCTCCTCCTCACCTCCTCACTCAGGGCACAGGCTCTTGGGCCCAGTCTGCCCTGATTCAGCCTCCCTCCGTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGGAGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTCAATACTCAGCCCTCAGGGGTCCCTGATCGTTTCTCTGGCTCCAAGTCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA \n", - "4 AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA \n", - "5 AGCTCTGAGAGAGGAGCCTTAGCCCTGGATTCCAAGGCCTATCCACTTGGTGATCAGCACTGAGCACCGAGGATTCACCATGGAACTGGGGCTCCGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGTAGTAGTTACATATACTACGCAGACTCAGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "6 AGCAGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGTCAGGATGGCCCTCAGCACCCTGACCTCCAGCTCACTGATACCACCTCCCAAACTTATGCCAGGAATGTCCTTCCCTCTTTTCTTGACTCCAGCCGGTAATGGGTGTCTGTGTTTTCAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " rev_comp productive v_call d_call j_call \n", - "1 FALSE TRUE IGLV5-45*03 NA IGLJ3*02\n", - "2 FALSE TRUE IGHV4-61*02 IGHD3-3*01 IGHJ6*02\n", - "3 FALSE FALSE IGLV2-5*01 NA IGLJ3*02\n", - "4 FALSE TRUE IGLV4-69*01 NA IGLJ1*01\n", - "5 FALSE TRUE IGHV3-21*01 IGHD3-22*01 IGHJ4*02\n", - "6 FALSE FALSE IGLV4-69*01 NA IGLJ3*02\n", - " sequence_alignment \n", - "1 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "2 CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\n", - "3 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "4 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \n", - "5 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \n", - "6 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - " germline_alignment \n", - "1 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "2 CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCNNATTACGATTTTTGGAGTGGTTATTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\n", - "3 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "4 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \n", - "5 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACNNTTACTATGATAGTAGTGGTTATTNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \n", - "6 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - " junction ⋯\n", - "1 TGTATGATTTGGCACAGCAGCGCTTGGGTGTTC ⋯\n", - "2 TGTGCGAGAGAAAATTACGATTTTTGGAGTGGTTATTACCACGGTGCGGACGTCTGG ⋯\n", - "3 TGCTGCTCATATACAAGCAGTGCCACTTTCTTGGGTGTTC ⋯\n", - "4 TGTCAGACCTGGGGCACTGGCATTTATGTCTTC ⋯\n", - "5 TGTGCGAGACGTTACTATGATAGTAGTGGTTATTCCGCAAACTTTGACTACTGG ⋯\n", - "6 TGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTC ⋯\n", - " c_sequence_alignment \n", - "1 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "2 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "3 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "4 GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - "5 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG \n", - "6 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\n", - " c_germline_alignment \n", - "1 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - "2 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\\n \n", - "3 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - "4 GGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - "5 GGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG\\n \n", - "6 GGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA\\n\n", - " c_sequence_start c_sequence_end c_score c_identity c_support\n", - "1 431 642 392.610 100 1e-111 \n", - "2 470 541 134.079 100 7e-34 \n", - "3 433 644 392.610 100 1e-111 \n", - "4 416 627 392.610 100 1e-111 \n", - "5 506 577 134.079 100 7e-34 \n", - "6 541 752 392.610 100 1e-111 \n", - " sample_id v_call_genotyped\n", - "1 sc5p_v2_hs_PBMC_1k IGLV5-45*03 \n", - "2 sc5p_v2_hs_PBMC_1k IGHV4-61*02 \n", - "3 sc5p_v2_hs_PBMC_1k IGLV2-5*01 \n", - "4 sc5p_v2_hs_PBMC_1k IGLV4-69*01 \n", - "5 sc5p_v2_hs_PBMC_1k IGHV3-21*01 \n", - "6 sc5p_v2_hs_PBMC_1k IGLV4-69*01 \n", - " germline_alignment_d_mask \n", - "1 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTGCGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "2 CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCA\n", - "3 CAGTCTGCCCTGATTCAGCCTCCCTCC...GTGTCCGGGTCTCCTGGACAGTCAGTCACCATCTCCTGCACTGGAACCAGCAGTGATGTTGGG.........AGTTATGACTATGTCTCCTGGTACCAACAGCACCCAGGCACAGTCCCCAAACCCATGATCTACAATGTC.....................AATACTCAGCCCTCAGGGGTCCCT...GATCGTTTCTCTGGCTCCAAG......TCTGGCAATACGGCCTCCATGACCATCTCTGGACTCCAGGCTGAGGACGAGGCTGATTATTAGTGCTGCTCATATACAAGCAGTGCCACTTNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG \n", - "4 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTATGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG \n", - "5 GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCCTGGTCAAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATAGCATGAACTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTCTCATCCATTAGTAGTAGT......AGTAGTTACATATACTACGCAGACTCAGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG \n", - "6 CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "head(combined_bcr)" ] @@ -1259,34 +544,9 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[1]]\n", - "Dandelion class object with n_obs = 972 and n_contigs = 1961\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'duplicate_count'\n", - " metadata: 'sample_id', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", - " distance: None\n", - " edges: None\n", - " layout: None\n", - " graph: None\n", - " threshold: None\n", - "\n", - "[[2]]\n", - "View of AnnData object with n_obs × n_vars = 18413 × 38224 \n", - " obs: 'orig.ident', 'nCount_RNA', 'nFeature_RNA', 'percent.mt', 'RNA_snn_res.0.8', 'seurat_clusters', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr'\n", - " uns: 'neighbors'\n", - " obsm: 'X_pca'\n", - " obsp: 'distances', 'connectivities'\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "vdj_results_list = ddl$pp$filter_bcr(combined_bcr, adata)\n", "vdj_results_list" @@ -1317,7 +577,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1340,28 +600,11 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": { "scrolled": true }, - "outputs": [ - { - "data": { - "text/plain": [ - "Dandelion class object with n_obs = 972 and n_contigs = 1961\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'duplicate_count'\n", - " metadata: 'sample_id', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light'\n", - " distance: None\n", - " edges: None\n", - " layout: None\n", - " graph: None\n", - " threshold: None" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "vdj_data <- ddl$read('vdj_save.pkl.pbz2')\n", "vdj_data" @@ -1377,7 +620,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1395,7 +638,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1411,7 +654,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1427,26 +670,9 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dandelion class object with n_obs = 972 and n_contigs = 1961\n", - " data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'locus', 'stop_codon', 'vj_in_frame', 'sequence_alignment_aa', 'germline_alignment_aa', 'v_alignment_start', 'v_alignment_end', 'd_alignment_start', 'd_alignment_end', 'j_alignment_start', 'j_alignment_end', 'v_sequence_alignment', 'v_sequence_alignment_aa', 'v_germline_alignment', 'v_germline_alignment_aa', 'd_sequence_alignment', 'd_sequence_alignment_aa', 'd_germline_alignment', 'd_germline_alignment_aa', 'j_sequence_alignment', 'j_sequence_alignment_aa', 'j_germline_alignment', 'j_germline_alignment_aa', 'fwr1', 'fwr1_aa', 'cdr1', 'cdr1_aa', 'fwr2', 'fwr2_aa', 'cdr2', 'cdr2_aa', 'fwr3', 'fwr3_aa', 'fwr4', 'fwr4_aa', 'cdr3', 'cdr3_aa', 'junction_length', 'v_score', 'd_score', 'j_score', 'v_support', 'd_support', 'j_support', 'v_identity', 'd_identity', 'j_identity', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'fwr1_start', 'fwr1_end', 'cdr1_start', 'cdr1_end', 'fwr2_start', 'fwr2_end', 'cdr2_start', 'cdr2_end', 'fwr3_start', 'fwr3_end', 'fwr4_start', 'fwr4_end', 'cdr3_start', 'cdr3_end', 'np1', 'np1_length', 'np2', 'np2_length', 'junction_aa_length', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'sample_id', 'v_call_genotyped', 'germline_alignment_d_mask', 'duplicate_count', 'clone_id'\n", - " metadata: 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'clone_id_size', 'clone_id_group_size'\n", - " distance: None\n", - " edges: None\n", - " layout: None\n", - " graph: None\n", - " threshold: None" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# compare the column names in the metadata slot of the object below with the one above.\n", "vdj_data" @@ -1462,7 +688,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1494,26 +720,12 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "View of AnnData object with n_obs × n_vars = 18413 × 38224 \n", - " obs: 'orig.ident', 'nCount_RNA', 'nFeature_RNA', 'percent.mt', 'RNA_snn_res.0.8', 'seurat_clusters', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr'\n", - " uns: 'neighbors'\n", - " obsm: 'X_pca'\n", - " obsp: 'distances', 'connectivities'" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "adata = vdj_results_list[[2]]\n", - "adata" + "adata2 = vdj_results_list[[2]]\n", + "adata2" ] }, { @@ -1526,11 +738,11 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ddl$tl$transfer(adata, vdj_data, full_graph = TRUE) # switch full_graph to FALSE if you only want to get the coordinates for expanded clones" + "ddl$tl$transfer(adata2, vdj_data, full_graph = TRUE) # switch full_graph to FALSE if you only want to get the coordinates for expanded clones" ] }, { @@ -1542,27 +754,13 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": { "scrolled": false }, - "outputs": [ - { - "data": { - "text/plain": [ - "AnnData object with n_obs × n_vars = 18413 × 38224 \n", - " obs: 'orig.ident', 'nCount_RNA', 'nFeature_RNA', 'percent.mt', 'RNA_snn_res.0.8', 'seurat_clusters', 'filter_rna', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'filter_bcr', 'has_bcr', 'sample_id', 'clone_id', 'clone_id_group', 'clone_id_by_size', 'isotype', 'lightchain', 'status', 'vdj_status', 'productive', 'umi_counts_heavy', 'umi_counts_light', 'v_call_heavy', 'v_call_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'clone_id_size', 'clone_id_group_size'\n", - " uns: 'neighbors', 'rna_neighbors'\n", - " obsm: 'X_pca', 'X_bcr'\n", - " obsp: 'distances', 'connectivities', 'rna_connectivities', 'rna_distances', 'bcr_connectivities', 'bcr_distances'" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "adata" + "adata2" ] }, { @@ -1575,16 +773,16 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "adata$write('adata_test.h5ad', compression = 'gzip')" + "adata2$write('adata_test.h5ad', compression = 'gzip')" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1593,7 +791,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1616,7 +814,8 @@ "source": [ "setwd('/Users/kt16/Downloads/dandelion_tutorial_R/')\n", "library(reticulate)\n", - "ddl = import('dandelion')\n", + "ddl = import_from_path('dandelion', path = '/Users/kt16/Documents/Github/dandelion')\n", + "# ddl = import('dandelion')\n", "sc = import('scanpy')" ] }, @@ -1899,6 +1098,13 @@ "head(adata_meta)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you run into issues with the conversion, unfortunately there's not much I can do about it. One alternative is to just transfer the `.obs` slot from the dandelion object one by one as above into the seurat object." + ] + }, { "cell_type": "code", "execution_count": 7, @@ -2196,7 +1402,7 @@ "X_bcr <- apply(X_bcr, 2, function(x) gsub('NaN', NA, x)) # convert python NAs to R NAs\n", "X_bcr <- apply(X_bcr, 2, function(x) as.numeric(x)) # Make sure they are actually numbers\n", "X_bcr <- as.matrix(X_bcr)\n", - "row.names(X_bcr) <- row.names(adata$obs)\n", + "row.names(X_bcr) <- row.names(adata$obs) # will not work if the anndata .obs slot is malformed. the row.names for adata$obs and row.names(merged_bcr@meta.data) should be identical anyway, so just replace with row.names(merged_bcr@meta.data)\n", "X_bcr <- X_bcr[!is.na(X_bcr[,1]), ]\n", "colnames(X_bcr) <- c('BCR_1', 'BCR_2')" ] @@ -2285,7 +1491,9 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "sessionInfo()" + ] } ], "metadata": { diff --git a/requirements_dev.txt b/requirements_dev.txt index 5dc5a4e4e..ead9411bb 100644 --- a/requirements_dev.txt +++ b/requirements_dev.txt @@ -3,10 +3,10 @@ pandas>=1.0.3 changeo>=1.0.0 anndata>=0.7.1 scanpy>=1.4.6 -scrublet>=0.2.1 distance>=0.1.3 joblib>=0.14.1 scikit-learn>=0.23.0 +scikit-bio>=0.5.6 scipy>=1.4.1 numba>=0.48.0 seaborn>=0.10.1 diff --git a/setup.py b/setup.py index b0aa4975f..a605dfc07 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ readme = readme_file.read() exec(open('dandelion/version.py').read()) -requirements = ["numpy>=1.18.4", "pandas>=1.0.3", "changeo>=1.0.0", "anndata>=0.7.1", "scanpy>=1.4.6", "scrublet>=0.2.1", "distance>=0.1.3", "joblib>=0.14.1", "scikit-learn>=0.23.0", "scipy>=1.4.1", "numba>=0.48.0", "seaborn>=0.10.1", "networkx>=2.4", "leidenalg>=0.8.0", "rpy2>=3.3.2", "plotnine>=0.6.0", "polyleven>=0.5"] +requirements = ["numpy>=1.18.4", "pandas>=1.0.3", "changeo>=1.0.0", "anndata>=0.7.1", "scanpy>=1.4.6", "distance>=0.1.3", "joblib>=0.14.1", "scikit-learn>=0.23.0", "scikit-bio>=0.5.6", "scipy>=1.4.1", "numba>=0.48.0", "seaborn>=0.10.1", "networkx>=2.4", "leidenalg>=0.8.0", "rpy2>=3.3.2", "plotnine>=0.6.0", "polyleven>=0.5"] setup( name="sc-dandelion", version=__version__,