diff --git a/Makefile b/Makefile index 22f43de..dad7189 100644 --- a/Makefile +++ b/Makefile @@ -24,11 +24,16 @@ lint: mypy $(SRC_FILES) --ignore-missing-imports python -m pyflakes tests/*.py $(SRC_FILES) python -m pyflakes setup.py + isort --profile black $(BLACK_OPTS) . black forestplot/*.py $(BLACK_OPTS) black forestplot/*.py $(BLACK_OPTS) black tests/*.py $(BLACK_OPTS) black setup.py $(BLACK_OPTS) +.PHONY: docstring +docstring: # Check docstrings using pydocstyle + pydocstyle --convention numpy + .PHONY: prepack prepack: # Prepare packaging for PyPi prepack: diff --git a/README.md b/README.md index 14a3b5e..10ffd5f 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@

- Forestplot + Forestplot

@@ -13,7 +13,6 @@

----------------------------------------------------------- - This package makes publication-ready forest plots easy to make out-of-the-box. Users provide a `dataframe` (e.g. from a spreadsheet) where rows correspond to a variable/study with columns including estimates, variable labels, and lower and upper confidence interval limits. Additional options allow easy addition of columns in the `dataframe` as annotations in the plot. @@ -21,16 +20,17 @@ Additional options allow easy addition of columns in the `dataframe` as annotati | | | | --- | --- | -| Release | [![PyPI](https://img.shields.io/pypi/v/forestplot?color=blue&label=PyPI&logo=pypi&logoColor=white)](https://pypi.org/project/forestplot/) ![Conda (channel only)](https://img.shields.io/conda/vn/conda-forge/forestplot?logo=conda-forge&logoColor=white) [![GitHub release (latest by date)](https://img.shields.io/github/v/release/lsys/forestplot?color=blue&label=Latest%20release)](https://github.com/LSYS/forestplot/releases) | +| Release | [![PyPI](https://img.shields.io/pypi/v/forestplot?color=blue&label=PyPI&logo=pypi&logoColor=white)](https://pypi.org/project/forestplot/) [![Conda (channel only)](https://img.shields.io/conda/vn/conda-forge/forestplot?logo=conda-forge&logoColor=white)](https://anaconda.org/conda-forge/forestplot) [![GitHub release (latest by date)](https://img.shields.io/github/v/release/lsys/forestplot?color=blue&label=Latest%20release)](https://github.com/LSYS/forestplot/releases) | | Status | [![CI](https://github.com/LSYS/forestplot/actions/workflows/CI.yml/badge.svg)](https://github.com/LSYS/forestplot/actions/workflows/CI.yml) [![Notebooks](https://github.com/LSYS/forestplot/actions/workflows/nb.yml/badge.svg)](https://github.com/LSYS/forestplot/actions/workflows/nb.yml) | | Coverage | [![Codecov](https://img.shields.io/codecov/c/github/lsys/forestplot?logo=codecov&logoColor=white&label=codecov)](https://app.codecov.io/gh/LSYS/forestplot) | | Python | [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/forestplot?label=Python%203.6%2B&logo=python&logoColor=white)](https://pypi.org/project/forestplot/) | | Docs | [![Read the Docs (version)](https://img.shields.io/readthedocs/forestplot/stable?label=docs&logo=readthedocs&logoColor=white)](https://forestplot.readthedocs.io/en/latest/?badge=latest) [![DocLinks](https://github.com/LSYS/forestplot/actions/workflows/links.yml/badge.svg)](https://github.com/LSYS/forestplot/actions/workflows/links.yml)| -| Meta | ![GitHub](https://img.shields.io/github/license/lsys/forestplot?color=purple&label=License) [![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/LSYS/forestplot.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/LSYS/forestplot/context:python) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![types - Mypy](https://img.shields.io/badge/types-Mypy-blue.svg)](https://github.com/python/mypy) [![DOI](https://zenodo.org/badge/510013191.svg)](https://zenodo.org/badge/latestdoi/510013191) | +| Meta | [![GitHub](https://img.shields.io/github/license/lsys/forestplot?color=purple&label=License)](https://choosealicense.com/licenses/mit/) [![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![types - Mypy](https://img.shields.io/badge/types-Mypy-blue.svg)](https://github.com/python/mypy) [![DOI](https://zenodo.org/badge/510013191.svg)](https://zenodo.org/badge/latestdoi/510013191) | | Binder| [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/lsys/forestplot/main?labpath=examples%2Freadme-examples.ipynb) | -
Table of Contents

+# Table of Contents[![](https://raw.githubusercontent.com/LSYS/forestplot/main/docs/images/pin.svg)](#table-of-contents) +

show/hide

> - [Installation](#installation) > - [Quick Start](#quick-start) @@ -51,7 +51,7 @@ pip install forestplot ``` Install from conda-forge
-![Conda (channel only)](https://img.shields.io/conda/vn/conda-forge/forestplot?logo=conda-forge&logoColor=white) +[![Conda (channel only)](https://img.shields.io/conda/vn/conda-forge/forestplot?logo=conda-forge&logoColor=white)](https://anaconda.org/conda-forge/forestplot) ```bash conda install forestplot ``` @@ -78,7 +78,7 @@ make test -## Quick start[![](https://raw.githubusercontent.com/LSYS/forestplot/main/docs/images/pin.svg)](#quick-start) +## Quick Start[![](https://raw.githubusercontent.com/LSYS/forestplot/main/docs/images/pin.svg)](#quick-start) ```python import forestplot as fp @@ -119,7 +119,7 @@ fp.forestplot(df, # the dataframe with results data ll="ll", hl="hl", # columns containing conf. int. lower and higher limits varlabel="label", # column containing variable label ylabel="Confidence interval", # y-label title - xlabel="Pearson correlation" # x-label title + xlabel="Pearson correlation", # x-label title ) ```

@@ -131,8 +131,7 @@ plt.savefig("plot.png", bbox_inches="tight")

(back to top)

-## Some examples with customizations[![](https://raw.githubusercontent.com/LSYS/forestplot/main/docs/images/pin.svg)](#examples-with-customizations) - +## Some Examples With Customizations[![](https://raw.githubusercontent.com/LSYS/forestplot/main/docs/images/pin.svg)](#examples-with-customizations) 1. Add variable groupings, add group order, and sort by estimate size. ```python @@ -145,10 +144,10 @@ fp.forestplot(df, # the dataframe with results data # group ordering group_order=["labor factors", "occupation", "age", "health factors", "family factors", "area of residence", "other factors"], - sort=True # sort in ascending order (sorts within group if group is specified) + sort=True, # sort in ascending order (sorts within group if group is specified) ) ``` -

+

2. Add p-values on the right and color alternate rows gray ```python @@ -169,7 +168,7 @@ fp.forestplot(df, # the dataframe with results data ) ``` -

+

3. Customize annotations and make it a table @@ -189,7 +188,7 @@ fp.forestplot(df, # the dataframe with results data ) ``` -

+

4. Strip down all bells and whistle ```python @@ -233,7 +232,7 @@ fp.forestplot(df, # the dataframe with results data } ) ``` -

+

Annotations arguments allowed include: @@ -307,8 +306,10 @@ More fined-grained control for base plot options (eg font sizes, marker colors) ## Known Issues[![](https://raw.githubusercontent.com/LSYS/forestplot/main/docs/images/pin.svg)](#known-issues) + * Variable labels coinciding with group variables may lead to unexpected formatting issues in the graph. * Left-flushing of annotations relies on the `monospace` font. +* Plot may give strange behavior for few rows of data (six rows or fewer. [see this issue](https://github.com/LSYS/forestplot/issues/52)) * Plot can get cluttered with too many variables/rows (~30 onwards)

(back to top)

diff --git a/codecov.yml b/codecov.yml index 0daa471..6f4ff2d 100644 --- a/codecov.yml +++ b/codecov.yml @@ -5,4 +5,5 @@ coverage: target: auto # adjust accordingly based on how flaky your tests are # this allows a 10% drop from the previous base commit coverage - threshold: 50% # Relax my coverage target, because I have flaky tests + threshold: 10% # Relax my coverage target, because I have flaky tests + patch: off diff --git a/docs/README.rst b/docs/README.rst new file mode 100644 index 0000000..e69de29 diff --git a/docs/assets/issue52-table-does-not-work-6rows-or-fewer.ipynb b/docs/assets/issue52-table-does-not-work-6rows-or-fewer.ipynb new file mode 100644 index 0000000..2881025 --- /dev/null +++ b/docs/assets/issue52-table-does-not-work-6rows-or-fewer.ipynb @@ -0,0 +1,328 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "dc021ba9", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:12:29.116959Z", + "start_time": "2023-02-09T05:12:27.164520Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.2.2\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import forestplot as fp\n", + "print(fp.__version__)" + ] + }, + { + "cell_type": "markdown", + "id": "0414c2f2", + "metadata": {}, + "source": [ + "## Table headers don't work as expected with 6 (or fewer) rows of data \n", + "See issue [#52](https://github.com/LSYS/forestplot/issues/52)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3679298e", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:12:29.575792Z", + "start_time": "2023-02-09T05:12:29.117960Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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17060.048081[-0.03 0.12]0.2019480.1060.25clerical0.12-0.030.071919occupation=1 if clerical worker
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" + ], + "text/plain": [ + " n r CI95% p-val BF10 power var hl ll \\\n", + "0 706 0.090373 [0.02 0.16] 0.016309 0.839 0.67 age 0.16 0.02 \n", + "1 706 0.048081 [-0.03 0.12] 0.201948 0.106 0.25 clerical 0.12 -0.03 \n", + "2 706 0.041229 [-0.03 0.11] 0.273948 0.086 0.19 construc 0.11 -0.03 \n", + "\n", + " moerror group label \n", + "0 0.069627 age in years \n", + "1 0.071919 occupation =1 if clerical worker \n", + "2 0.068771 occupation =1 if construction worker " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = fp.load_data(\"sleep\")\n", + "df.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "61ad9696", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:12:29.591903Z", + "start_time": "2023-02-09T05:12:29.576784Z" + } + }, + "outputs": [], + "source": [ + "std_opts = dict(\n", + " estimate=\"r\",\n", + " ll=\"ll\", hl=\"hl\",\n", + " varlabel=\"label\",\n", + " capitalize=\"capitalize\", \n", + " pval=\"p-val\", # column containing p-values to be formatted\n", + " annote=[\"n\", \"power\", \"est_ci\"], # columns to report on left of plot\n", + " annoteheaders=[\"N\", \"Power\", \"Est. (95% Conf. Int.)\"], # ^corresponding headers\n", + " rightannote=[\"formatted_pval\", \"group\"], # columns to report on right of plot \n", + " right_annoteheaders=[\"P-value\", \"Variable group\"], # ^corresponding headers\n", + " xlabel=\"Pearson correlation coefficient\", # x-label title\n", + " table=True\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8030ff5f", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:12:29.766942Z", + "start_time": "2023-02-09T05:12:29.593904Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 6 rows and below: Right annotation disappears\n", + "fp.forestplot(df.head(6), **std_opts)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b451354b", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:12:29.941981Z", + "start_time": "2023-02-09T05:12:29.767943Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 7 rows and above: Things work as expected\n", + "fp.forestplot(df.head(7), **std_opts)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7f68c54d", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/conf.py b/docs/conf.py index f98cc63..edc62d2 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -1,3 +1,4 @@ +"""Config file for Sphinx.""" # Configuration file for the Sphinx documentation builder. # # This file only contains a selection of the most common options. For a full @@ -17,8 +18,8 @@ # -- Project information ----------------------------------------------------- -project = 'pyForestplot' -copyright = '2022, Lucas Shen' +project = 'Forestplot' +copyright = '2023, Lucas Shen' author = 'Lucas Shen' # The full version, including alpha/beta/rc tags @@ -33,7 +34,7 @@ extensions = [ 'myst_parser' ] - +myst_heading_anchors = 2 # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] @@ -49,7 +50,16 @@ # a list of builtin themes. # html_theme = 'furo' - +html_sidebars = { + "**": [ + "sidebar/scroll-start.html", + "sidebar/brand.html", + "sidebar/search.html", + "sidebar/navigation.html", + "sidebar/ethical-ads.html", + "sidebar/scroll-end.html", + ] +} # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". diff --git a/docs/images/group-grouporder-pvalue-sort-colorrows.png b/docs/images/group-grouporder-pvalue-sort-colorrows.png index 8af7e94..e613523 100644 Binary files a/docs/images/group-grouporder-pvalue-sort-colorrows.png and b/docs/images/group-grouporder-pvalue-sort-colorrows.png differ diff --git a/docs/images/group-grouporder-sort.png b/docs/images/group-grouporder-sort.png index dd6a2b3..8e90f78 100644 Binary files a/docs/images/group-grouporder-sort.png and b/docs/images/group-grouporder-sort.png differ diff --git a/docs/images/leftannote-rightannote-table.png b/docs/images/leftannote-rightannote-table.png index a41b339..0b5c101 100644 Binary files a/docs/images/leftannote-rightannote-table.png and b/docs/images/leftannote-rightannote-table.png differ diff --git a/docs/images/main.png b/docs/images/main.png index d375140..b3f4e78 100644 Binary files a/docs/images/main.png and b/docs/images/main.png differ diff --git a/docs/images/vanilla.png b/docs/images/vanilla.png index a8c7f4e..ae36726 100644 Binary files a/docs/images/vanilla.png and b/docs/images/vanilla.png differ diff --git a/docs/images/vcoefplot.png b/docs/images/vcoefplot.png index c29ed5b..f4f312a 100644 Binary files a/docs/images/vcoefplot.png and b/docs/images/vcoefplot.png differ diff --git a/docs/index.md b/docs/index.md index 0437f84..2a68f73 100644 --- a/docs/index.md +++ b/docs/index.md @@ -8,5 +8,5 @@ ```{toctree} :caption: 'Contents:' -:maxdepth: 1 +:maxdepth: 2 ``` \ No newline at end of file diff --git a/docs/requirements.txt b/docs/requirements.txt index cf7c669..9984627 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,2 +1,3 @@ myst_parser -furo \ No newline at end of file +furo +forestplot \ No newline at end of file diff --git a/examples/data/regression1.csv b/examples/data/regression1.csv new file mode 100644 index 0000000..9ff2a38 --- /dev/null +++ b/examples/data/regression1.csv @@ -0,0 +1 @@ +varname,or,low,high a,1.761471,0.926563,3.022285 b,1.44366,0.517059,3.130794 c,1.525227,0.603459,3.082003 d,0.895682,0.463703,1.660016 e,4.02567,1.196941,8.932753 f,1.086105,0.555171,2.045735 diff --git a/examples/readme-examples.ipynb b/examples/readme-examples.ipynb index 0db322d..e243f3b 100644 --- a/examples/readme-examples.ipynb +++ b/examples/readme-examples.ipynb @@ -1,13 +1,21 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "8a790647", + "metadata": {}, + "source": [ + "# Notebook: Readme Examples" + ] + }, { "cell_type": "code", "execution_count": 1, "id": "57283b99", "metadata": { "ExecuteTime": { - "end_time": "2023-01-03T04:25:27.619701Z", - "start_time": "2023-01-03T04:25:25.110943Z" + "end_time": "2023-02-09T05:25:37.104923Z", + "start_time": "2023-02-09T05:25:35.883224Z" }, "code_folding": [], "scrolled": true @@ -17,7 +25,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "fp.__version__='0.2.1'\n" + "fp.__version__='0.2.2'\n" ] }, { @@ -346,7 +354,7 @@ "id": "b69b02eb", "metadata": {}, "source": [ - "### Out-of-box\n", + "## Out-of-box\n", "\n", "* Quickstart example\n", "* Estimate and confidence interval will be printed on left" @@ -358,14 +366,14 @@ "id": "0ad20902", "metadata": { "ExecuteTime": { - "end_time": "2023-01-03T04:25:28.519443Z", - "start_time": "2023-01-03T04:25:27.622181Z" + "end_time": "2023-02-09T05:25:37.392001Z", + "start_time": "2023-02-09T05:25:37.105922Z" } }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -390,7 +398,7 @@ "id": "74c20706", "metadata": {}, "source": [ - "### Add variable groupings, add group order, and sort by estimate size\n", + "## Add variable groupings, add group order, and sort by estimate size\n", "\n", "* Add group labels (`groupvar`)\n", "* Add group ordering (this is optional, `group_order`)\n", @@ -404,15 +412,15 @@ "id": "9bba37e1", "metadata": { "ExecuteTime": { - "end_time": "2023-01-03T04:25:29.575920Z", - "start_time": "2023-01-03T04:25:28.522419Z" + "end_time": "2023-02-09T05:25:37.679170Z", + "start_time": "2023-02-09T05:25:37.393002Z" }, "code_folding": [] }, "outputs": [ { "data": { - "image/png": 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gpqYmtUxdXR35+fmN1issLARjTKruq/Veb1ddXR0SiQTFxcXQ09PDw4cPAaBO8tGaPhsj6ziXLFkCPz8/qKioyBxXQw4dOgRHR0eMHj0aABAYGIjQ0FDExcVhyJAhLW63qW0ra73aurXbQFlZGf369YOqqirWrl2LOXPm1NuOsbFxm8yAkn8uS0tLmJqatns/x+LiwNfUBAAUAxBoawMAeE+fws3Nrd37f9Xrn613Sbslh43doPE2+uGHHxAcHIxp06ZBSUkJISEh3AzX/fv3IRKJsGrVKgBAdXU1hg0b1q7xNNVnbfJdXxKuoKAAHo8HAODxeNDU1MTTp08b7a+goABVVVVSX8zGxsbIzs4G8P+vL9q0aRNMTU2RlJTEfdDu37+PZ8+eSc0+KCsrQywWo6SkBABgaGjYzC1AOopQKER6errUsvLy8iavldXT0wOPx5M6lfJqPaFQWKdMXl4e2v+38669zKS+a9dGjx6Ny5cvSy0Ti8VN9tnacSYnJyMyMhKbN29usj1ZZGdnS33GVFRUIBQKuc9ZSzW1bWWtV1u39ma/BQsWYMiQIfjss8/g6uqK/v37Q0FBoc6BcU1NTYsuEyL/Hurq6lBXV2/3fuTl5aH4yix87b/l5eXpev9maLdP86t3+b36unbtWnt12SoaGhoIDQ1FdnY2goOD4eXlxSU2BgYGWL58OXdxellZGU6ePNmu8bRVnxUVFcjPz2/yiE1PTw9KSkpSX1JZWVlSSd3s2bMRHR2NhQsXYtasWdzpKgMDA2hoaHCxisViVFRUYMCAAdD8vyO4V68zlOV6TdJx7O3tkZqayr3Py8tDWVkZbGxsGq2nqKgIGxsbqbqpqamwt7evt93U1FTY2dlx/4/MzMzA4/GQkZFRp+2YmBip/1+1B59N9dnacS5fvhyTJk1q8pKM1ykqKta73NDQUOozVllZiYKCglYfPDW1bRtia2uLoqIiqessX91+f/zxB7fv0NPTg7u7O06dOlWnnczMTJnuLCekvdXefFJ7A0rtv2tvUCEyYh3M1NSU7d27t9n1goKCmIuLS5u1eejQIVZQUMAYYywqKoppaGiwyspKxhhje/fuZebm5iwxMZExxlhZWRlLSEio0wYA9ueff9ZZ7uXlxb744otmxdNYn7V/tl27djEvLy/GGGNOTk5MJBIxkUjEFBQU2K5du1hVVRVbtmwZs7a2ZjU1NVLt17f9vLy82JgxY1hZWRm7f/8+MzY2ZuHh4VLrTJ48mamqqrLCwkJu2YsXL1ivXr1YYGAgKy8vZ4wxlpaWxvLy8tiLFy+YsbExW79+PXvx4gVbuXIl09LSYrt27WrW9iBvTlVVFTM0NGT79+9nlZWVbObMmezTTz+VWufy5cvM1NSUrV+/Xmr5zz//zPr378+Ki4tZYmIi09XVZSkpKYwxxpKSkpienh67efMmKywsZPb29mzbtm1S9R0dHdmGDRuaFW9jfdb65JNPmKmpabPGWVBQwBQVFdmJEyeaFQ9jjD1//pwpKSmxI0eOMMYYKykpYYwxdvfuXaasrMzOnj3LqqurWVBQEOvevTt78eJFs/t4lSzbdv369czU1JRdvnxZavnHH3/MfH19WWVlJdu9ezczNjbm4pk0aRIbM2YMe/r0KcvJyWGWlpZsxYoVUvUrKiqYrq4ui42NbdUYCGlrffv27egQ3lkdkhwmJSUxPp/P+Hw+4/F4TE1NjfH5fDZ9+nSZ22jr5NDb25t16dKF8fl8ZmNjw06dOiVV/vPPP7NevXoxPp/PDAwM2OLFi+u00ZbJYWN9NpUcGhoass8++4wJBALWt29fdvfu3Tpt17f9SkpK2LRp01inTp2YiYkJW7FiRZ2kcs2aNczHx6dOexkZGWz8+PGsU6dOjM/ns/79+7O0tDTGGGOxsbGsW7durFOnTmzdunVs6NChlBy+5eLj45m1tTVTV1dnY8aMYfn5+VLlIpGIAWBBQUFSyyUSCfPz82MCgYAZGhrWObgICwtj+vr6TCAQsHnz5jGJRCJVfurUKWZqasrEYrHMsTbVJ2MvPx/1HQs3Ns4TJ04wACwnJ0fmWF61adMmpq+vz/h8PjMxMeGWR0ZGMmtra6atrc2cnJzY7du3W9T+65ratkFBQQwAE4lEUstzc3PZyJEjmbq6Ouvduze7du0aV5aTk8PGjRvHNDU1mVAoZP7+/qyqqkqq/tq1a5mzs3ObjIGQtkTJYcvxGKOHU/2TxMbGwtvbG5mZmW3e9uPHjzFw4ECcOnWKbioh7Wbp0qWIiYnBxo0bMWjQoI4OhzSgqKgIW7duRXh4OEQiEV1XTN46/fr1e2svZXvb0RXERCZeXl6ws7PDt99+S4khaVfff/89goODsXLlSvr5vLdYSEgInj59iqtXr1JiSMg/DM0cEkIIIeQfh2YOW45mDgkhhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDC+Uclh5s3b+Z+w5nH4+HixYsdHRIhpJkYYwgLC4ODg8Mbec5hVVUVoqOjcePGjXbv65/E19cX3t7eyMrK6uhQCCFtrN2SQ29vb/j4+HDv9+3bBzMzs/bqDgDw1VdfQSwWQywWt2s/hPzTxcfHw8bGBpqamhg7diwKCwtlqieRSODn5wdtbW0YGRlhz549UuXOzs7Q0NDgDuLOnz9fp43Zs2fjyJEjOHz4MLp27drqPhtSUFAALy8v9OjRA25ubrh586ZU+YEDB2BiYgJNTU10794dBw8elKldABCLxVi2bBlKS0tlrtNaYWFhMDQ0hI6ODgICAiDrI2zz8vIwatQoaGpqws7ODgkJCXXWqampQf/+/eHt7c0t27BhAxwdHeHo6Ijbt2+31TAIIW+Bf9TMISGk9aqqquDm5oZFixahoKAARkZG8Pf3l6nuL7/8gvj4eGRkZCA6OhoBAQF1EoeoqCjuIM7FxUWq7PDhw7hw4QIiIiJgbm7eZn3WR0FBAf7+/rh//z4MDAzqlDs7OyMtLQ3FxcWYMWOGzNsAeJkcBgcHv7HkMCkpCfPnz8fp06eRnp6OCxcuICwsTKa6vr6+sLCwQGFhIb7++mu4u7tDIpFIrfPLL78gKSlJapmSkhJmzpyJxYsXw9PTU+ZklJBXeXz9NUbPmFHn5fH11x0d2r9ahyWHUVFRsLGxgY6ODoYNG4a0tDSu7NVTwllZWeDxeFK/Fczj8RAZGYmhQ4dCU1MTzs7OTfb33XffwdPTU2rZnDlzsGHDhkbrzZkzB2vWrAEA/Pnnn7h+/ToAYO7cuYiIiEB2djacnJwgFArB5/MxefJkqR3rqVOnYGpqCn19faxduxYaGhrcWCoqKuDj4wMdHR0YGxtj27ZtTY6DkPYWFRUFoVAIDw8PKCsrY/ny5Th69KhMs4fbt2/HwoULIRAIYGdnh8mTJ2Pnzp0y9x0SEoKAgACoqqrKXKelfQoEAtjb20NOrv7doIGBAVRVVVFZWYk7d+7Azc1NpngmTZoEW1tbAIC1tTUEAgH3Hmh839dSO3fuhKenJ9fu/PnzsXXr1ibr5eXlITIyEt9//z2UlJQwffp0qKmpISYmhlsnNzcXP/74o9SZoFd9/vnnyMnJwenTp1s9DvLvU1xaCm0trTqv4jc4607qUuiITtPT0+Hu7o6IiAiMGDECwcHBcHV1RUpKChQUZAspMDAQYWFh6Ny5M2bMmNHk+r6+vrC0tMSTJ0/QpUsXlJSUICIioskZBisrK6mE0NzcHMePH0dKSgrmzZsHHo+H5cuXY/DgwcjMzISVlRX++OMPjBgxAuXl5fDw8MDWrVvx0UcfYcWKFSgvL+faXrp0KQoKCvD48WOkpKTA0dERQ4YMgbW1tUzbgJD2kJCQIPX72Z06dYKGhgaSk5Ph5OTUYL2qqiokJydL1bW0tMTx48e59woKCpg4cSL69OmDkJAQODg4cGW5ublITEzE8OHDZY5Vlj5bY8CAAbhy5QoGDBiAc+fOyVTn2LFjyMzMhLm5OW7dugUjIyOurC32ffVJSEjA9OnTufeWlpZITEyERCKBvLx8g/Vu3LgBXV1d6OrqStVNSEjAuHHjAAABAQFYsGABsrOzpfZftRQUFODs7IyYmBiMGjWqxWMgHau8vBzPnj174/1KJBK8qK6ud3l+fn6r229NG2pqalBXV291DO+idk0O9+7di2PHjgEAXrx4AaFQCAA4dOgQHB0dMXr0aAAvE73Q0FDExcVhyJAhMrW9atUq7ovlzJkzTa5vZmaGkSNHYtu2bQgKCsKuXbvg7u4OPp/faD0rKyscPHgQYrEYpqamSElJAfByRtPc3Bw8Ho87JWVhYYHOnTsjLy8PABAdHQ0tLS1MnjwZADBr1iysWLECwMuL7n/55RecP38eKioqsLe3h62tLS5evEjJIelQBQUFUFNTk1qmrq7e5E62sLAQjDGpuq/XO3fuHEpLS7Ft2zaMGDECqamp3Ofn4cOHAABjY2OZY5Wlz9aIj49HVlYWpk+fDi8vL/z666+taq8t9n31ef1vpq6uDolEguLiYujp6clcr7Zu7fYTiUTIyMjAvn37EBwc3GA7xsbGbTIDSjpOamoq/v777zfe77Nnz8DqSQ6fV1XhxIkTrW6/NW3Y29ujX79+rY7hXdSuyeG0adO40zv79u3D4sWLAQDZ2dlSXwAqKioQCoXIzs6WuW1tbe1mx+Pn54dp06ZhwYIF2LJlC06ePNlkHWtra6SlpeGvv/7C0KFDUVxcjJSUFOjq6oLH46GqqgrBwcE4cuQI8vLy8PTpU+7am4yMDJiYmNTbbn5+PsrKyjBixAjweDwAL2dB3uQF7OTf68KFC/joo4+kli1YsAALFiyAUChEenq6VFl5eTl3cNcQPT098Hg8qdml+uppaWnh22+/xZ49exAdHc3N/Nee3q3v2rXRo0fj8uXLUsvEYrHMfbaGkZERQkJCMHDgQJSWlkJLS6vFbbXFvq8+QqGwzjaQl5dvcj/5er3auhYWFnjx4gXmzp2Lffv2cfuohtTU1DR4ep68GywtLWFqavrG+z0WFwe+pmad5bynT2W+lKMh27dvb1Ubrx84/Zt0yGllQ0NDiEQi7n1lZSUKCgpgaGjILav9gigpKWmzfl1cXKCtrQ0fHx9YWFigZ8+eTdbp0qULACAiIgI+Pj7Izc3Frl27uGuIgoKC8Mcff+DUqVPo2rWr1EX0WlpaUvFXVFRw/9bV1YWSkhJEIhHs7e3baoiEyMTJyanBu/rt7e2lDpzy8vJQVlYGGxubRttUVFSEjY0NUlNT0atXLwAvZyMa+v8tLy+PyspK7r2ZmRl4PB4yMjLqfDZfvQauNX22lIqKChhjdW7UaIiiomK9y2XZ97WEvb09UlNTufepqamws7Nr9JQyANja2qKoqAiFhYXcqeXU1FR4e3vj8ePHuHfvHncpQUVFBWpqapCdnY2zZ89KtZOZmSnTneXk7aWurt4hp1Dl5eWhWM8lFfLy8m1ykNeWB4r/Jh1yqDdlyhRcunQJ586dg0QiwerVq2FsbIyBAwcCeHmN08WLF/Ho0SPMnTu3Tfv+6quvsG/fvma1a2lpiZMnT8Le3h4DBgzAvn37uOQwLS0NPXv2RNeuXfG///0PhYWFXEI4fPhw3Lp1C5cvX0ZRUREWLFgA4OV/enl5eUybNg1LlixBTk4OgJdfwnfu3GnT8RLSXK6urigsLMSBAwdQVVWFJUuWwN3dXeq6tLi4OJiZmdW5oWv27NlYvXo1xGIxbty4gSNHjkjdyHDr1i0wxhAREYG0tDSpa9R0dXUxaNAgnDp1qlnxNtUn8HKf09xHad28eRPPnz9HZWUlQkJC4OTkJPMZi9qDv9rZztozAk3t+1pqxowZOHDgAJKTk1FUVIQ1a9Zg1qxZUuts2LABZmZmiIuL45Z16tQJEyZMwNKlS1FVVYU9e/agrKwMo0ePhqmpKZ49e8bdWb5gwQJ4eHjUSQwrKyshEong6uraqjGQf6fam09ef2m3YoaetAHWTry8vNgXX3zBvd+7dy8zNTXl3kdGRjJra2umra3NnJyc2O3bt7mynTt3MoFAwHr27Ml+/fVXBoBlZGRw5QDYn3/+2Wj/Da0THx/PevTowWpqamQey8yZM9mwYcMYY4w9evSIAWAXL15kjDGWkJDArKysmFAoZJ9++in78ccfmUAgYFFRUYwxxn788UcmFApZjx492I4dOxgAVlpayhhjrKysjPn5+TFTU1OmpaXFevTowY4dOyZzXIS0l/j4eGZtbc3U1dXZmDFjWH5+vlS5SCRiAFhQUJDUcolEwvz8/JhAIGCGhoYsPDxcqnzgwIFMU1OTWVlZsd9//71Ov6dOnWKmpqZMLBbLHGtTfTLGmJOTE3t9d5eUlMT4fD7j8/mMx+MxNTU1xufz2fTp0xljjAUHBzMdHR2mpaXFXFxcWGZmpswxMcbYpk2bmL6+PuPz+czExIRb3ti+rzXCwsKYvr4+EwgEbN68eUwikUiVBwUFMQBMJBJJLc/NzWUjR45k6urqrHfv3uzatWv1th8UFMS8vLzqLF+7di1zdnZukzEQ0pb69u3b0SG8s3iM/XseTlVZWYkJEyZgwoQJdY6q28ujR49gbGyMmpoarFy5EtHR0VJH7oQQaUuXLkVMTAw2btyIQYMGdXQ4pAFFRUXYunUrwsPDIRKJWn1qnJC21q9fP1y7dq2jw3gn/WuuIN6xYweEQiG6dOmCL7744o31O23aNOjp6aFLly6IjY3F/v3731jfhLyLvv/+ewQHB2PlypVv5OfzSMuEhITg6dOnuHr1KiWGhPzD/KtmDgkhhBDy70Azhy33r5k5JIQQQgghTaPkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDCoeSQEEIIIYRwKDkkhBBCCCEcSg6bYc+ePejWrRv4fD4MDQ3x559/tltf3t7eWLZsWZu3a2RkBIFAABUVFQwfPrzBvpv7O7SEvCojIwO7d+9uUV3GGMLCwuDg4PBGHoJdVVWF6Oho3Lhxo937+ifx9fWFt7c3srKyOjoUQkgba5fk8OHDh1BVVcUff/whtfzjjz/Gxo0b26PLdldeXo4ZM2Zg2bJlKCkpwb1799CnT5+ODqvZsrKyIBaLsWDBggbX0dfXh4WFxRuMirxt4uPjYWNjA01NTYwdOxaFhYUy1du/fz8cHBzg4OCA5cuX1ykPCwuDoaEhdHR0EBAQgPqewT979mwcOXIEhw8fRteuXZvsUyKRwM/PD9ra2jAyMsKePXtkirWgoABeXl7o0aMH3NzccPPmTalyW1tbCAQC7qWoqChz22KxGMuWLUNpaalM67cFWbZtffLy8jBq1ChoamrCzs4OCQkJXFlERASsra3B5/PRo0cP/O9//+PKNmzYAEdHRzg6OuL27dttPh5CSAdqrx9t/u6779h7773H/fi7SCRilpaW7MWLF+3VZbvKzMxkANijR4/eSH9eXl4sKCio3doPCgpiLi4u7dY+eXdVVlYyfX19tn//flZRUcFmzpzJPD09Zap7/fp1VlBQwHbt2sUsLCykym7cuMF0dXXZzZs3WWFhIbO3t2c7duyQWufQoUOsZ8+e7NmzZzLHu2nTJta/f39WXFzMEhMTma6uLktNTW2yXnFxMUtISGASiYSZmpqyvXv3Nrhufn4+MzExYYWFhTLFlJGR8Ub3F7Js24a4u7szX19fVllZyXbv3s1MTU1ZdXU1Y4yxixcvsszMTMYYY1u3bmUaGhqsuLhYqv62bduYvb09q6mpadMxkbfXpwEBbJSPT53XpwEBHR2alL59+3Z0CO+sdjutvGjRIjx8+BB79+6FRCKBv78/1q1bBwUFBQBAZmYmXFxcoKWlBTs7O1y6dImr++OPP8Lc3BxaWlqwsLDAmTNnpNrm8XiIjIzE0KFDoampCWdnZ65s+fLlMDAwgJaWFszNzREfHy9TvGlpaRg2bBh0dHRgY2ODqKgorsze3h69e/cGAFhbW3MzCUVFRU22GxkZiR49eoDP56Nz587YsmULVyaRSLBq1Sp0794dfD4f5ubmOHfuHFf+7NkzTJs2DQKBAEOHDkVxcTGAl6fdVq1aBTMzM3Tu3BleXl5SMxRRUVGwsbGBjo4Ohg0bhrS0NJm2wbBhwxo85RweHo7evXvjhx9+gL6+PszNzaVmGE6dOgVTU1Po6+tj7dq10NDQQGZmpkz9krdLVFQUhEIhPDw8oKysjOXLl+Po0aMyzR726dMHurq69Zbt3LkTnp6e3P/N+fPnY+vWrVLrhISEICAgAKqqqjLHu337dixcuBACgQB2dnaYPHkydu7c2WQ9gUAAe3t7yMk1vRtcsWIFvvzyS+jo6DS57qRJk2Brawvg/+8vat8DLf98NkaWbVufvLw8REZG4vvvv4eSkhKmT58ONTU1xMTEAAAGDx4MU1NTAMD06dNRVlaGe/fuSbXx+eefIycnB6dPn271OMi7obi0FNpaWnVexW9wppy0r3ZLDvl8PhYvXozFixdj/fr1MDIywujRo7nyTz75BB9++CHEYjFmzpyJjz/+GBKJBABgY2ODq1evoqSkBC4uLggODq7TfmBgINatW4fk5GQoKSkBAFJTU7FmzRpcuXIFpaWluHTpErp169ZkrNXV1Rg3bhyGDBmCvLw8hIaGwt3dndsJ/v3330hKSgIA3Lp1C2KxGGKxWKYvihkzZmDNmjUoKSnB3bt3MWbMGK7sxx9/xPbt23Hs2DGUlJTg0qVL6NmzJ1e+Y8cOeHh4ICsrCw8fPsThw4cBALt378aWLVtw/vx53Lt3Dzk5OfD39wcApKenw93dHaGhocjLy8OQIUPg6uqK6urqJmMViUSNnnK+e/cunjx5gqysLPTr1w+hoaEAXp5y9/DwQGhoKDIzM/H06VOUl5c32R95OyUkJMDKyop736lTJ2hoaCA5OblN27W0tERiYiL3uc/NzUViYmKD18LWp6qqCsnJyXXaffXApbUyMzMRERGBuXPnyrT+sWPH6uwvat+35vPZmKa2bUNu3LgBXV1dqYS+oe0XHx8PgUCAXr16SS1XUFCAs7Mzl1CSjlFeXo78/Pw38pJIJHhRXV3nJZFI3lgM+fn59D3TjhTas3FfX19s2rQJixYt4naOAHDt2jWkpKTgr7/+gpycHLy9vfHVV18hPT0dPXv2xIcffsitO3DgQIhEojptr1q1Cg4ODgDAzSxqaGigqqoKu3btgo+PDwwMDGSKMy4uDllZWVi8eDEUFBQwevRoDBo0CAcPHsTixYtbswmgra2NI0eOoFu3bujduze0tLS4sp07d2LBggWws7MDgDrxTp06lUuou3Xrhry8PADAvn37MGPGDO66wEWLFmHkyJEICwvDoUOH4OjoyNULDAxEaGgo4uLiMGTIkFaNRU9PD2vXroWcnBxsbW25v0t0dDS0tLQwefJkAMCsWbOwYsWKVvVFOk5BQQHU1NSklqmrqyM/P79N21VXV4dEIkFxcTH09PTw8OFDAICxsbHMbRYWFoIxVqfd1sb6qiVLlsDPzw8qKiqtbqu9Pp9NbVtZ69XWfX37FRUV4csvv8T27duhrq5epx1jY+M2mQElLZeamoq///77jfT17NkzsHoOaJ5XVeHEiRNvJAbg5Vm9fv36vbH+/k3aNTlUUlKCp6cnLl68KHW0ef/+fTx79kzqaFVZWRlisRgAcPnyZSxduhQ3btxAWVlZvUmetrZ2nWXGxsaIiYnBihUrsHz5cnz00Uf45ZdfGt05AkB2djaEQiGUlZWl2srOzm7ukOuIjo7GkiVLMGDAAPTu3RtbtmxB3759AQCPHj1qdGbz1Z0wj8dDTU0NF++rX6DGxsaoqqpCfn5+nTIVFRUIhcI2GYuKigp3Cu7VeDIyMmBiYtLq9smbc+HCBXz00UdSyxYsWIAFCxZAKBQiPT1dqqy8vBxCobBVfQqFQqkj/fLycsjLy3Of5dr/W6yeGylGjx6Ny5cvSy0Ti8XQ09MDj8er025rY62VnJyMyMhIbN68uU3aa83nc+XKldxsfa2oqCgMGTKkyW3bkNfr1dZ99Ya08vJyjB49GvPnz8fHH39cbzs1NTUynZ4n7cfS0pK7BKC9HYuLA19Ts85y3tOncHNzeyMxAKhzYEPaTrsmh8DLHf7rOw0DAwNoaGhwyeCrCgsLMWLECGzYsAGRkZE4fPhws2ahXFxc4OLigkePHmHy5MlYu3Yt1q5d22gdQ0ND5Ofno6qqijtFnZWVBRcXF5n7bYiFhQUOHDiAp0+f4rvvvsOcOXNw5coVAC+Tujt37jTrNFptvK9+mWRlZUFJSQlCoRCGhoZSM62VlZUoKCiAoaFhq8fSEC0tLZSUlHDvKyoq2q0v0jacnJzq/fwBL4/GT548yb3Py8tDWVkZbGxsWtWnvb09UlNTufepqamws7ODvLw8AMDMzAw8Hg8ZGRlSl1cAaPCUpaKiImxsbJCamsodgKampsLe3r5VsdZavnw5Jk2aBD6f36x6ioqK9S5vzeczMDAQgYGB9ZY1tW0bYmtri6KiIhQWFnIH66mpqfD29gbwMlGfMmUKJk6ciOnTpzfYTmZmpkx3lpP2o66uXu+sbnuQl5eHokLd9EFeXr7NDsxIx+qQQ72BAwfCwMAAixcvxrNnzwAAd+7c4Wa+ysvLMWzYMLx48QJnz55FeXl5k9fOAEBiYiKuXLkCiUQCgUAANTU1CAQCmeIxMjJCSEgIJBIJzpw5g8uXL+PTTz9t1TgLCgpw8uRJPH/+HGpqauDz+VLx+Pj4YNWqVYiLiwNjDCUlJTI9123q1KkICwtDZmYmysvLsXr1anh4eEBOTg5TpkzBpUuXcO7cOUgkEqxevRrGxsYYOHBgq8bSmOHDh+PWrVu4fPkyioqKuGsWm/piIm8nV1dXFBYW4sCBA6iqqsKSJUvg7u4uNdMfFxcHMzMzbNiwQeZ2Z8yYgQMHDiA5ORlFRUVYs2YNZs2axZXr6upi0KBBOHXqVLPinT17NlavXg2xWIwbN27gyJEj8PHxkVpnypQpzX52Z2FhIU6cOAFXV9dm1QNejkVJSYmb7ay9Yay9Pp9NbVvg5aNnzMzMEBcXxy3r1KkTJkyYgKVLl6Kqqgp79uxBWVkZd9p7586duHv3Lr777rsG+66srIRIJGrRdiLvptqbT15/ab9y2RR5x7X37dANPTIlIyODjR8/nnXq1Inx+XzWv39/lpaWxhhjbO7cuYzP5zNra2u2b98+9t5777HBgwdzdQGwP//8s06bIpGIvffee4zP57NOnToxb29vmR+Jcfv2bebk5MS0tbWZtbU1i4yMrBMvmvloiidPnrBhw4YxbW1tpq2tzVxcXNjdu3e58urqarZ69WrWvXt3pqWlxUxMTNiBAwcYYy8fZTN//nxuXRcXF+7RNjU1NWzFihXMxMSEderUiU2bNo2VlJRw60ZGRjJra2umra3NnJyc2O3bt+vE1tijbOore/3RJMuXL2dOTk7c+x9//JEJhULWo0cPtmPHDgaAlZaWyrytyNslPj6eWVtbM3V1dTZmzBiWn58vVS4SiRiAOo9b8vDwYHw+n6mqqjI5OTnG5/MZn89nKSkpjDHGwsLCmL6+PhMIBGzevHnco65qnTp1ipmamjKxWCxzrBKJhPn5+TGBQMAMDQ1ZeHh4nXWcnJzY67u7pKQkLj4ej8fU1NQYn89n06dPZ4wxduLECQaA5eTkyBzLqzZt2sT09fUZn89nJiYm3HJZPp8t0dS2DQoKYgCYSCSSWp6bm8tGjhzJ1NXVWe/evdm1a9e4MmdnZ6aoqMhtJz6fzx48eCBVf+3atczZ2blNxkBIW6JH2bQcjzEZn5RKSCMePXoEY2Nj1NTUYOXKlYiOjpaaoSBEVkuXLkVMTAw2btyIQYMGdXQ4pAFFRUXYunUrwsPDIRKJ2vXSFUJaol+/frh27VpHh/FOoiuISZuYNm0a9PT00KVLF8TGxmL//v0dHRJ5R33//fcIDg7GypUr38jP55GWCQkJwdOnT3H16lVKDAn5h6GZQ0IIIYT849DMYcvRzCEhhBBCCOFQckgIIYQQQjiUHBJCCCGEEA4lh4QQQgghhEPJISGEEEII4VBySAghhBBCOJQcEkIIIYQQTocmh5mZmeDxeAgPD+/IMFolNjYWCvX8AHlLODs7v9PboiWWLVuG4cOHd3QY5C3CGENYWBgcHBzoIdhvMV9fX3h7eyMrK6ujQyGEtLF2Sw55PB5WrFjBvZ8/fz54PB4yMzO5ZYqKiujZsyf4fH57hUEIaYH4+HjY2NhAU1MTY8eORWFhoUz1bt26BSsrK/D5fHTu3BkLFy5E7XP209LSMGTIEOjq6qJz587YtGlTvW3Mnj0bR44cweHDh9G1a9cm+5RIJPDz84O2tjaMjIywZ88emccZEBCAzp07Q0tLCwMHDkRiYiJXlpqaCkdHR2hpacHa2hp//fWXzO2KxWIsW7YMpaWlMtdprbCwMBgaGkJHRwcBAQGQ9fcNgoODYWJiAi0tLQwdOhQ5OTlS5TweDwKBgHtVVlYCADZs2ABHR0c4Ojri9u3bbT6e5vD4+muMnjGjzsvj6687NC5C3lXtlhx26tQJv/76K/f+7Nmz6Ny5s9Q6hoaGuH37Ntzc3NorDEJIM1VVVcHNzQ2LFi1CQUEBjIyM4O/vL1NdIyMj/O9//0NJSQlOnDiBkJAQpKamAgAUFBTw448/orCwEKdOncL8+fNx/vx5qfqHDx/GhQsXEBERAXNzc5n6/OWXXxAfH4+MjAxER0cjICBA5mRl7ty5ePz4MR4/fgwDAwOsWrUKwMvZS3d3d8ycORMlJSVYsmQJJk+eDIlEIlO7YrEYwcHBbyw5TEpKwvz583H69Gmkp6fjwoULCAsLk6luv379cPPmTRQWFsLMzAyTJ0+us45YLOZeysrKAAAlJSXMnDkTixcvhqenp8zJaHsoLi2FtpZWnVfxG0zOCfknabfk0NLSEuXl5bh37x6Sk5Nhbm4OFRUVAMDp06e5o1Aej4eLFy9K1TUzM8MPP/wAJycn8Pl8zJw5kyt79uwZPvnkEwiFQmhpacHW1hYVFRWNxpKbmwt1dXUwxlBSUoJ9+/ZBIpGguLgY7733HoCXsxrDhg2Djo4ObGxsEBUVJdUGj8dDZGQkhg4dCk1NTTg7O9fpRyKRYMSIEQgKCuKWZWZmwsXFBVpaWrCzs8OlS5ek4vrggw/A5/MxYcIElJWVybRtly1bhunTp+Obb76Bjo4O7O3tuS/gpvqMjY2FpqYmRCIRevbsCRUVFSxbtqzR/g4fPozRo0cDAO7cuYNTp04BAI4fP4558+Y12WdFRQV8fHygo6MDY2NjbNu2rd5+njx5AhMTE5w7d06m7UDaR1RUFIRCITw8PKCsrIzly5fj6NGjMs0e8vl86Onpobq6GqmpqejduzcsLCwAABYWFnBwcAAAvPfee+jdu7fUTB3w8vd6AwICoKqqKnO827dvx8KFCyEQCGBnZ4fJkydj586dMtU1MzODvLw8SktL8ejRI3z00UcAgLy8PKSmpsLd3R08Hg9TpkxBZWVlnWS2PpMmTYKtrS0AwNraGgKBgHsPvNy+NjY20NHRwbBhw5CWlibzWBuyc+dOeHp6cu3Onz8fW7dulanu2LFjwefzoaioCA8Pjzp/k6Z8/vnnyMnJwenTp+stLy8vR35+fru+JBIJXlRX13lJJJJ27zs/Px/l5eXN2maEvO3a5mK5Bri5ueH48eOoqKjARx99hISEBADAyJEjIRaLAbxMuurz888/IyYmBtXV1ejduzcCAgLQq1cv7N69Gw8fPsTDhw+hoqKC1NRUKCoqNhpH586doaqqikePHuHq1av47LPPYGtri9LSUvTu3RvV1dUYN24cpkyZgrNnz+Ls2bOYMGECUlJSuC82AAgMDERYWBg6d+6MGTNm1OlnwYIFdZKtTz75BBMnTsTZs2fxyy+/4OOPP8ajR48gLy+PadOmoXv37jh9+jROnz4NDw8PmbdtdHQ01q1bh/z8fPj5+WH27Nm4cOFCk30CL2eGfvjhB4hEIpw/fx4PHjxotC8rKyvuC2zTpk04cuQIcnNzkZKSwn3pNdbn0qVLUVBQgMePHyMlJQWOjo4YMmQIrK2tuT5evHiBSZMmwc/Pj65B7GAJCQmwsrLi3nfq1AkaGhpITk6Gk5NTk/W/++47rFu3Drq6urhw4QI30/Sq0tJS3L59G4MGDeKW5ebmIjExsVl//6qqKiQnJ0vFa2lpiePHj8tUv6ioCEZGRnj+/Dm+/PJLeHp6AgB0dXXRpUsXbNmyBf/5z38gEolQUlKC9PR0fPjhh422eezYMWRmZsLc3By3bt2CkZERV5aeng53d3dERERgxIgRCA4OhqurK1JSUlp17XJCQgKmT5/Ovbe0tERiYiIkEgn3uZdFfHy81N8EAOTl5WFkZAQnJyf88MMP0NfXlypXUFCAs7MzYmJiMGrUqDptpqam4u+//27miJrn2bNnYNXVdZY/r6rCiRMn2rVvALC3t0e/fv3avR9C3pR2TQ4nTpwIf39/SCQSnDp1CkuXLpW57sKFC9GrVy8AgJycHPLy8tCrVy9oa2sjPT0dR48exaRJk6S+FBpjaWmJ27dv4+LFi5g0aRKuXLmCmpoa2NraIi4uDllZWVi8eDEUFBQwevRoDBo0CAcPHsTixYu5NlatWsXNfJw5c0aq/cOHDyMyMhJXrlzhEt5r164hJSUFf/31F+Tk5ODt7Y2vvvoK6enp4PP5OHv2LB48eABFRUWMGzdO5rEAL29e8fb2BvDyyN3BwQFVVVVISkpqsM+ePXsCAKqrq7F//34IBAJMmzatyb569uyJ7OxsVFRUIDU1FX369EF6ejpSUlIwatSoRsfZo0cP/PLLLzh//jxUVFRgb28PW1tbXLx4USo59PPzg5GREb799luZtwFpHwUFBVBTU5Napq6ujvz8fJnqr127FkuWLMGyZcswatQopKSkQF1dnStnjGHWrFnw8vKCo6Mjt/zhw4cAAGNjY5ljLSwsBGNMKt7mxKqjo4OysjL8/fffmDBhAnr27Ak/Pz8oKCjg9OnT8PLywrp16zB9+nTY2tqipKRE5tjqc+jQITg6OnIz8YGBgQgNDUVcXByGDBnS4nZf/5upq6tzZ0f09PRkauPatWvYtWsXzp49K7W8uroaWVlZ+PbbbzFhwgTExcXVOag3NjZucAbU0tISpqamzRxR8xyLiwNfU7POct7Tp2/ksqXXPy+EvOvaNTl0cHBAdnY2unbtCl1d3WbVffXDxuPxUFNTAwCYMmUKiouLERISgi+//BJ+fn5Yvnx5k0fH1tbWSEtLQ3JyMhYsWIDDhw9DTU0NY8eORXZ2NoRCodQMh7GxMbKzs6Xa0NbWbrD9devWwdLSElpaWtyy+/fv49mzZ1JjV1ZWhlgs5r5kDA0NZdgadb06W6qlpQXGGMrKyhrts1btBeayUlJSgrm5Of7++29oamrC1tYWV65cQVpaGqytrXHy5MkG+8zPz0dZWRlGjBjBfaFUVVVJXYuVl5eHuLg4LF++vAVbgrTEhQsXuFOotRYsWIAFCxZAKBQiPT1dqqy8vBxCoVDm9jU1NbF27Vrs2LEDf/zxB1xdXbmyL7/8Epqamvjpp5+k6sjJvbzKpb5r10aPHo3Lly9LLROLxdDT0wOPx5M6rdfcWOXk5NCvXz/MnTsX4eHh8PPzAwDY2tri+vXr3HqGhobN3o+9Ljs7Wyr5VVFRgVAorLOvqc/KlSsRGhoqtSwqKgpDhgyBUCissw3k5eUb3We9KjU1FR4eHoiMjESPHj3qlBsZGWHz5s3Q09NDeno6unfvLlVeU1PD/f1ep66uLnVw0B7k5eWhWM/Mq7y8fLP+LxBCXmrX5JDH4+H777+X+chVVnPmzMGcOXNw5coVjB49GkOGDMGYMWMarWNlZYW///4bampqGDBgAL777jvo6Ohg4cKFuHv3LvLz81FVVQUlJSUAQFZWFlxcXGSO6eDBg3BwcMDy5cu5GVIDAwNoaGhIJWa1aq8RLCsr4+7WfvHihcz9verRo0fQ1NSEjo5Oo322hpWVFcLDwzFo0CDY2Njg1KlTYIxBVVW10T4lEgmUlJQgEolgb29fb9udOnXCsmXLMGXKFNjZ2eGDDz5o09hJXU5OTg3+H7G3t8fJkye593l5eSgrK4ONjU2z+pCTk4OioqLUTRyhoaF48OABTp48WWf2yczMDDweDxkZGdwsd62YmJh6+1BUVISNjQ1SU1O5Mw2pqakN/l9rjIqKSoM3nFy/fh2PHz+WeXavoUtdDA0NIRKJuPeVlZUoKCiQ6SAxMDAQgYGB9Za9ft1xamoq7OzsZDqlXFBQAFdXV4SHh8POzq7B9Wrbqr1b+VWZmZky3VneXhq6+UT7lYN1QkgzsHbi5ORUZ5mpqSnLyMiQWgaA/fnnn3XW27t3L/deXl6eiUQixhhjp06dYunp6Ywxxu7du8c6derELl261GQ8Z8+eZZqammzlypWMMcb69OnDrK2tGWOMvXjxgnXr1o0FBwez6upqdvr0aaasrMz101CcjDEmEomYvLw8Y4yxc+fOMUVFRXb8+HGu3V69erHAwEBWXl7OGGMsLS2N5eXlsRcvXjBjY2O2fv169uLFC7Zy5UqmpaXFdu3a1eRYgoKCmL6+Prt8+TJ79uwZGzlyJPP19W2yz9fjbY7AwECmqanJLl26xAoKCpi+vj6bPHmyTH1+8cUXbMyYMezx48eMMcZyc3NZWloaNxYXFxfu3zo6OuzevXvNjo+0naqqKmZoaMj279/PKisr2cyZM9mnn34qtc7ly5eZqakpW79+vdTyzMxMlpuby2pqatjmzZsZn89nxcXFjDHGbt26xVRVVdnDhw8b7NvR0ZFt2LChWfH+/PPPrH///qy4uJglJiYyXV1dlpKSIrXOJ598wkxNTevUvXr1KpNIJCwnJ4dZWVmxoKAgruzatWvs+fPnTCwWsw8++IC5ubnJHNPz58+ZkpISO3LkCGOMsZKSEsYYY3fv3mXKysrs7NmzrLq6mgUFBbHu3buzFy9eNGvMr0tKSmJ6enrs5s2brLCwkNnb27Nt27ZJrbN+/XpmamrKLl++LLXcw8ODzZw5s952S0pK2MOHD1l1dTULCAhgvXr1qhNrRUUF09XVZbGxsa0aAyFtrW/fvh0dwjvrnfuFlDt37mDkyJHg8/lwdnbGt99+K3XdUkOsra3x9OlT7si/b9++3IXVCgoKiIqKwh9//AGhUIiAgAAcPXpU6mYUWbi4uGDdunWYNm0akpKSoKCggJiYGNy8eRPm5uYQCASYOnUqiouLoaCggL179+Lnn3+GoaEhVFRUGj1qf13v3r0xf/58dO7cGXw+H2vXruXG0lCfrWFtbY0XL16gX79+0NXVhZqaGnczSlN9/vTTT7CwsMCgQYPA5/MxdOhQ3Lx5s04fQUFB+OCDDzB+/Hg8ffq0VfGSllNUVMTx48exatUq6OjoICsrCxs3bpRap6KiAg8ePKgz+5iSkoI+ffqAz+dj69at+PXXX7lLGI4ePYqKigr07t2be1rBgQMHpOovXboU69evb9a1fbNnz8bAgQNhbm6OsWPHcpd4vOrJkyf13ni1ePFi6OrqwsrKCo6OjliwYAFXdurUKZiZmaFr164wMzPD3r17ZY5JRUUF69atg7+/PwQCAXr37g0A6NatG44ePYp58+ZBKBQiNjYWJ0+ebPWD9Hv37o01a9bgww8/hIWFBd5//334+PhIrSMWi/HgwYM6T3c4cOAA9u7dy/1NXr2zOj8/n3s2ZWJiIn777bc6sW7cuBG9e/eW6WYlQsi7gcdYBz6cirTIsmXLkJmZ+a/7NRXy77B06VLExMRg48aNde6cJW+PoqIibN26FeHh4RCJRC2+fpqQ9tKvXz9cu3ato8N4J71zM4eEkH+277//HsHBwVi5ciX9fN5bLCQkBE+fPsXVq1cpMSTkH4ZmDgkhhBDyj0Mzhy1HM4eEEEIIIYRDySEhhBBCCOFQckgIIYQQQjiUHBJCCCGEEA4lh4QQQgghhEPJISGEEEII4VBySAghhBBCODInh9HR0XB2doaWlhZUVVVha2uLjRs3oqampj3jaxPz5s0Dj8eDt7c3tyw2NhY8Ho/7aS9CCCGEEALI9IOe27dvx6xZswAAbm5u0NPTw/79++Hv749r165hz5497RpkezA1NUVgYCBUVVU7OhRCCCGEkLdGkzOHT58+xbfffgvg5c9aHT9+HNu3b0dERAQAYO/evbh48SIqKiqwcuVK9OrVC2pqajAzM+PqNVbm7OwMHo+HDRs2AAAiIiLA4/FgZmYGAMjMzASPxwOPx8M333wDMzMz6Onp4ZtvvuFmLZcvXw5zc3OoqalBRUUFVlZW2LFjBwAgPDwcP/30EwBg9+7d3AzigwcPsHLlSoSGhnJjTUpKwqhRo6Crq4tOnTph3LhxSE1N5crNzMzA4/EwZ84cODg4QENDA87OzsjJyWnp9ieEEEIIeas0mRxevnwZpaWlAIBp06Zxy0eMGMH9nmZMTAx8fX2xePFiPH36FDNmzICtrS1+/fVXAGi0rDlSUlIwduxYlJWVYd26dThy5AgA4MGDB7C1tYWvry8mTJiA27dvY9asWUhKSoKdnR0cHBwAALa2tggMDMT48ePrtJ2TkwMnJyecPn0ao0ePhpOTE3cqvbi4WGrdiIgImJqaQk5ODhcuXEBISEizx0IIIYQQ8jZq8rRyfn4+9299fX2pMiMjI2RnZ+Px48cIDw8HAJw6dQq9e/cGACQnJ+PRo0fYtWtXvWXNdeDAAQgEAsjJyWHz5s2Ijo7GlClTsHPnTty7dw9///03unbtir/++guPHj1CUlISpk6dikGDBuHKlSt47733sGLFCgAvrzl81d69eyEWizF8+HDs27cPwMvfZUxISMDRo0cxc+ZMbt1ffvkFEyZMwMKFCxESEiI1u0gIIYQQ8i5rcuZQKBRy/3799OmTJ08AvDz1CwDKyspc8gcANjY2ePToUYNlr2KMyRy0kZERAKCoqAgA4O3tjW7dumH69OnYvn07nj59CgCorq6Wuc3aMXTv3p1bVvvvBw8e1FundttUVVXJ3A8hhBBCyNusyeTQ0dERWlpaAMDNAALAuXPnuKRp2bJlAIDKykrcuXOHWyctLY079VxfGQAoKSkBQJ1Tt425efMmAMDCwgI3btzA7t27oaSkhAcPHiAxMRF2dnbSg5R7OczGksXaaxzv3bvHLav9d23Z62rbJYQQQgj5p2jytLKGhgZCQ0Mxa9YsLF++HKmpqdDW1sb+/fsBANOnT4eTkxOmTp2Kffv2wcXFBe7u7nj8+DH+/vtvpKenN1rWq1cvnD17Fj///DMePXoEkUjUYCyBgYEoLi7GoUOHwOPxMGXKFGhpaYHH4+HFixdYv349GGO4du2aVD0TExMAQFRUFBYtWoRBgwZBU1NTap2pU6di5cqVOHPmDKZNm4YXL17g6tWr6NKlCyZNmtTsDUsIIYQQ8i6Saepr5syZOHnyJIYOHYqYmBjs3r0b5ubmWL9+PTebuH37dgQHB0NNTQ3btm3DpUuX4Orq2mTZ/PnzMWTIEFRUVCAxMRHDhw9vMI6kpCT89ttv6NatG44ePQpHR0eYm5tj3bp10NXVxZYtW1BQUIAePXpI1fv8888xbtw4SCQSrFu3Dv/73//qtG1gYIALFy7gww8/xO+//47z589j3LhxiI2Nhba2tmxbkxBCCCHkHcdjzbnYrwNkZmbC3NwcwMtTz/TQakIIIYQ0pV+/fnXOJBLZ0EVzhBBCCCGEI9MvpHQkMzOzZt3JTAghhBBCWo5mDgkhhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDCoeSQEEIIIYRwKDkkhBBCCCGcDk0Oq6qqEB0djRs3bjS7rre3N8zMzOotS0hIQP/+/aGlpQWhUIh169a1Ks4pU6ZAIBBAQ0MDCgpt/9xwMzMzeHt7t0lbiYmJEAgEEAgEUFBQwIoVK9qk3dZwdnZ+K+Ig7wbGGMLCwuDg4ID79+93dDj/GlevXsXvv/8u8/q+vr7w9vZGVlZWO0ZFCOkIHZIcFhQUwMvLCz169ICbmxtu3rzZ7Db09fVhYWFRb9ncuXPRt29fFBcXIzc3t9WJ16FDhyAWixEVFdWqdhpiYWEBfX39NmmrT58+EIvFEIvFGDJkSJu0Sf594uPjYWNjA01NTYwdOxaFhYUy1ZNIJPDz84O2tjaMjIywZ88eqXJnZ2doaGhwBzDnz5+v08bs2bNx5MgRHD58GF27dm11n41pbJwHDhyAiYkJNDU10b17dxw8eFDmdsViMZYtW4bS0lKZ67RWWFgYDA0NoaOjg4CAAJl/WWrRokXo0aMHhg8fjuPHj0uVRUREwNraGnw+Hz169MD//vc/rmzDhg1wdHSEo6Mjbt++3aZjIeRt4PH11xg9Y0adl8fXX3d0aO2uQ5JDBQUF+Pv74/79+zAwMGhRG6tXr673iwUAHj9+jCFDhkBeXh5ycnLQ1dVtTbjt7vz581i9enVHh0EIgJcz+m5ubli0aBEKCgpgZGQEf39/mer+8ssviI+PR0ZGBqKjoxEQEFAncYiKiuIOYFxcXKTKDh8+jAsXLiAiIgLm5uZt1mdLxuns7Iy0tDQUFxdjxowZMm8D4GVyGBwc/MaSw6SkJMyfPx+nT59Geno6Lly4gLCwMJnqjh07Fjdu3ICbm1udMqFQiN9//x0lJSX4+uuvMXbsWIjFYgCAkpISZs6cicWLF8PT05N+5pT84xSXlkJbS6vOq/gNHvR1lA5JDgUCAezt7SEn1/zuhw0bBoFAABUVFQwfPlyqbO7cuRAIBHjw4AFmzZrFzU5ERkY22a5EIsGqVavQvXt38Pl8mJub49y5czLFdP78eVhZWUEgEGDUqFF4/PgxV7Zs2TK4urrip59+goGBAeTl5REbG4vy8vImT//+9ttveO+99yAQCNC5c2esWbMGAJCdnQ0nJycIhULw+XxMnjwZEolEplgbMmfOHK79P//8E9evXwfwcptGRESAMYZVq1bBzMwMnTt3hpeXl9QXX0PjfN0ff/wBY2NjqW20fv16GBoaQigU4ssvv8SLFy+4MmdnZ6xevRqfffYZtLW1wePxWjVO0rSoqCgIhUJ4eHhAWVkZy5cvx9GjR2WaPdy+fTsWLlwIgUAAOzs7TJ48GTt37pS575CQEAQEBEBVVVXmOi3ts6lxGhgYQFVVFZWVlbhz5069yVN9Jk2aBFtbWwCAtbU1BAIB9762XxsbG+jo6GDYsGFIS0uTeawN2blzJzw9Pbl258+fj61bt8pUd/DgwQ1u78GDB8PU1BQAMH36dJSVleHevXtS63z++efIycnB6dOnWzcIQppQXl6O/Px8mV8AmrX+6y+JRIIX1dV1XhKJpFXtyvoqLy/vsG3d9hfQtTORSATgZTJy8eJFqbKNGzdi48aNMDMzw4oVKzB16lSZ2/3xxx+xfft2/Pbbb7Czs8Pjx49lSrjy8vLw8ccfIyIiAo6Ojpg+fTrmzZuHI0eOcOtcunQJXbt2RXp6Ovz9/SEnJwd1dXXuCNzZ2blOu1euXMHkyZNx8OBBfPTRR3j27BkePXoEAODxeFi+fDkGDx6MzMxMWFlZ4Y8//sCIESNkHu/rrKyspBJCc3NzHD9+HCkpKZg3bx52796NLVu24MKFC+jcuTMmTpwIf39/7Nq1q9FxvurBgweYNm0ajhw5ws0Y//7779i8eTPi4+OhqqqKwYMHY8eOHfD19eXq/fTTT1izZg3++9//olevXi0eI5FNQkICrKysuPedOnWChoYGkpOT4eTk1GC9qqoqJCcnS9W1tLSUOlWpoKCAiRMnok+fPggJCYGDgwNXlpubi8TExDoHfY2Rpc/WjHPAgAG4cuUKBgwYIPPB4rFjx5CZmQlzc3PcunULRkZGXFl6ejrc3d0RERGBESNGIDg4GK6urkhJSWnV9cwJCQmYPn06997S0hKJiYmQSCSQl5dvcbuvio+Ph0AgqPMZVFBQgLOzM2JiYjBq1Kg26YuQ+qSmpuLvv/9uVp0TJ060uL9nz56BVVfXWf68qqpV7crK3t4e/fr1a/d+6tNuyaFAIKh3+blz5zpssI3ZuXMnFixYADs7OwCQ+XT3nj17MHDgQLz//vsAgKlTp+KLL76QWsfc3Bw//fQTAGDHjh0ytRsWFgY3NzdMnDgRAKCpqcl9kRkYGHDxWVhYoHPnzsjLy5Op3YZYWVnh4MGDEIvFMDU1RUpKCgAgKysL5ubmmDlzJmbMmMFd57lo0SKMHDkSYWFhXBLY2DifP38ONzc3LF68GIMHD+aWb9myBbNmzeK+QMePH48///xTKjn09PSEl5cXALTJLAtpXEFBAdTU1KSWqaurc0fiDSksLARjTKru6/XOnTuH0tJSbNu2DSNGjEBqair3f/nhw4cAAGNjY5ljlaXPhsgyzvj4eGRlZWH69Onw8vLCr7/+KnNs9Tl06BAcHR0xevRoAEBgYCBCQ0MRFxfXqmuEXx+Luro6JBIJiouLoaen16qYAaCoqAhffvkltm/fDnV19TrlxsbG9Nkk7c7S0pKbyZbF9u3bZZ7xr8+xuDjwNTXrLOc9fdqqdmX1+v7pTWq35LB2Vuxd8ejRI3Tr1q3Z9e7fv4/z589zyXBNTU2dU5/a2totisfe3r7esqqqKgQHB+PIkSPIy8vD06dPW329j7W1NdLS0vDXX39h6NChKC4uRkpKCnR1dcHj8ZCdnS31pW1sbIyqqirk5+ejc+fOABofp0gkQlJSEvr37y+1/P79+xCJRFi1ahUAoLq6GsOGDZNapyXbj7ScUChEenq61LLy8nIIhcJG6+np6YHH40mdCqmvnpaWFr799lvs2bMH0dHRmDFjBgBwBxn1/V8ePXo0Ll++LLVMLBbL3GdrxmlkZISQkBAMHDgQpaWl0NLSarLthrz+OVJRUYFQKER2dnaL2wRejuX1bSAvL98mn53y8nKMHj0a8+fPx8cff1zvOjU1NS26TIiQ5lBXV6/34KQxsuwLGiIvLw/Femb05eXlW9Xuu6DdPs2119O9/rp27Vp7ddkqxsbGuHPnTrPrGRgYYOTIkdwF9qWlpSgpKWnXeIKCgnDu3DmcOnUKYrEYJiYmre6vS5cuAF7enTh06FAMGDAAu3bt4q6VMjQ0lPoCy8rKgpKSkswfkDFjxsDX1xcTJkxATk4Ot9zAwADLly/ntl9ZWRlOnjzZ6vGQlrO3t0dqair3Pi8vD2VlZbCxsWm0nqKiImxsbKTqpqamNniQIy8vj8rKSu69mZkZeDweMjIy6qwbExPD/R+pfbWkz5aOU0VFBYwxma/tVVRUrHf565+jyspKFBQUwNDQUKZ2G/L6WFJTU2FnZ9fqU8qMMUyZMgUTJ06UOm39uszMTJnuLCfkXVJ788nrL+1WHCC+K9otOXx9R177ehtPKQOAj48PVq1ahbi4ODDGUFJSItMz1jw8PBAbG4vjx49DIpFAIpEgLi6u1fF8/vnnOHHiBPbt24cXL16gqqoKt27dAvDy1GrPnj3RtWtX/O9//0NhYWGbJKSWlpY4efIk7O3tMWDAAOzbt49LDqdOnYqwsDBkZmaivLwcq1evhoeHR7NmC9avXw9LS0u4ublxSYG3tzc2b97MPeuyvLy82deUkLbl6uqKwsJCHDhwAFVVVViyZAnc3d2l7vqPi4uDmZkZNmzYIFV39uzZWL16NcRiMW7cuIEjR47Ax8eHK7916xYYY4iIiEBaWprUNWq6uroYNGgQTp061ax4m+oTePms0tefi9rUOG/evInnz5+jsrISISEhcHJyknkmTldXF0pKStxsZ+3NW1OmTMGlS5dw7tw5SCQSrF69GsbGxhg4cGCzxvy6GTNm4MCBA0hOTkZRURHWrFmDWbNmSa2zYcMGmJmZNWv/tHPnTty9exffffddg+tUVlZCJBLB1dW1xfET8jY6sG4dYnbsqPM60MpnJ78TWAdISkpifD6f8fl8xuPxmJqaGuPz+Wz69OkytxEUFMRcXFzqLTM1NWV79+5tVkzV1dVs9erVrHv37kxLS4uZmJiwAwcOSK0jEomYvLx8nboikYgNGDCAaWtrMx0dHTZy5EiZ4qzl5OTEli9fXmf5b7/9xuzt7Rmfz2edOnVi33zzDWOMsYSEBGZlZcWEQiH79NNP2Y8//sgEAgGLioqSqd2GzJw5kw0bNowxxtijR48YAHbx4kXGGGM1NTVsxYoVzMTEhHXq1IlNmzaNlZSUyDTOV+MoKipi3bp1k/pb//zzz6xXr16Mz+czAwMDtnjx4haPgbSN+Ph4Zm1tzdTV1dmYMWNYfn6+VLlIJGIAWFBQkNRyiUTC/Pz8mEAgYIaGhiw8PFyqfODAgUxTU5NZWVmx33//vU6/p06dYqampkwsFssca1N9Mvby/1F9u7vGxhkcHMx0dHSYlpYWc3FxYZmZmTLHxBhjmzZtYvr6+ozP5zMTExNueWRkJLO2tmba2trMycmJ3b59u1ntNiQsLIzp6+szgUDA5s2bxyQSiVR5UFAQA8BEIpHUchMTE8bn85mioiJTUlJifD6fde3alTHGmLOzM1NUVOT213w+nz148ECq/tq1a5mzs3ObjIGQttS3b9+ODuGdxWOMHk5FCHl7LF26FDExMdi4cSMGDRrU0eGQBhQVFWHr1q0IDw+HSCRq9alxQtpav3793tpL2d52dAUxIeSt8v333yM4OBgrV66kn897i4WEhODp06e4evUqJYaE/MPQzCEhhBBC/nFo5rDlaOaQEEIIIYRwKDkkhBBCCCEcSg4JIYQQQgiHkkNCCCGEEMKh5JAQQgghhHAoOSSEEEIIIRxKDgkhhBBCCKdDk8OqqipER0dzv6vbHN7e3nV+K7VWQkIC+vfvDy0tLQiFQqz7N/wOYhtqbNu+K5ydnbFixYqODoO0AGMMYWFhcHBwoIdgv0FXr17F77//Xm9ZRkYGdu/eLbXM19cX3t7eyMrKehPhEfJGeHz9NUbPmFHn5fH11x0d2hvVIclhQUEBvLy80KNHD7i5ueHmzZvNbkNfXx8WFhb1ls2dOxd9+/ZFcXExcnNz4e3t3cqI209ERAQiIyPfqj4b27bk3yE+Ph42NjbQ1NTE2LFjUVhYKFM9iUQCPz8/aGtrw8jICHv27Kl3vf/85z8NHoDMnj0bR44cweHDh9G1a9c267M+jY3zwIEDMDExgaamJrp3746DBw/K3K5YLMayZctQWloqc53WCgsLg6GhIXR0dBAQEABZf99g0aJF6NGjB4YPH47jx49Lle3fvx8ODg5wcHDA8uXLpco2bNgAR0dHODo64vbt2202DkI6UnFpKbS1tOq8it/gZ/ltoNAhnSoowN/fH7t27ZJp51+f1atXN1j2+PFjzJkzB/Ly8gAAXV3dFvXxJkREREBBQQHjx49/a/psbNuSf76qqiq4ubnhhx9+gLu7O+bOnQt/f3/s27evybq//PIL4uPjkZGRgQcPHsDFxQUODg7o1asXt86NGzewfft2CIXCOvUPHz6MCxcu4Pr161BVVZUpXln6bMk4nZ2dkZaWBkVFRfz444/w9/fHp59+KlNMYrEYwcHB8PHxgZaWlkx1WiMpKQnz589HbGwsDAwMMGLECISFhcHHx6fJumPHjsWSJUswZ86cOmXW1taIiYnByZMn68zEKykpYebMmQAAT09PXLt2DTwer20GREg9ysvL8ezZs2bVyc/Pb9b6EokEL6qr613e3LaaS01NDerq6u3ah6w6/OfzzMzMsGLFCkydOlWm9YcNG4br16+joqICQ4YMwblz57iyuXPnYs+ePSgtLYWqqioUFRUBAHv27Gky+ZJIJFizZg127dqFvLw86OjoYMeOHRg+fDhKS0vh5+eHU6dOQVVVFTNnzsTChQvB4/EQHh6OdevWwcvLC+vWrYOKigqOHTuGvn37AgAiIyPxzTffIDc3FyoqKggKCoKvry+uXbuG4cOH49mzZ+DxeNwX4ZYtW+Dh4QEA4PF4+O233xAaGorExET07dsXsbGxWLZsGS5evMiN3cfHB9XV1QgPDwcAFBUV4euvv8bp06fx7NkzmJiY4Pz583jw4EGjfTa2bRljWL16NbZv347nz59j1KhR2LRpE7S0tJCZmQlzc3McOHAAy5cvx5MnTxAaGoovvvii0W0+Z84cmJmZYf78+fjzzz+hoaGB9957D3PnzsUHH3yAjz76qME+AWDZsmVISEjA8OHDsWbNGuTm5uL8+fNwdnaGs7Mzhg8fjsWLF+OPP/6Al5cX4uPjYWBgAABYv349fvjhB1RVVWHy5MnYsGED9//F2dkZI0eOxJ07dxAREQGxWCzzLMw/wfHjxxEcHMxd7pGXlwdjY2M8fvy4yQMtW1tbBAcHw83NDcDLU49qamr44YcfALz8fzRkyBB88MEH2Lt3LzIzM6Xqv/fee5gzZw6XdMiiqT5bO87y8nL4+/tDXl4e27ZtazKeSZMm4cyZM3j69Cm0tLTA4/FgYmKCpKQkAEBUVBQWLFiAx48fw87ODlu3bkXPnj1lHm995s6dCx6Ph59++gkAcOTIEaxdu7ZZPx3m7e0NBQUF7Ny5s05ZeHg4VqxYgfT09Dpl1dXVMDExwX//+1+MGjWq5YMgpAnXrl3D33//LfP627dvb9a+BAD2/PEHVJWU6ix/XlWF6R980Ky2msve3h79+vVr1z5k1SEzh60hEokAgEuQXrVx40Zs3Lix2QknAPz444/Yvn07fvvtN9jZ2eHx48eQSCQAXu54c3JycO/ePeTm5sLJyQmGhobw8vICANy9exdPnjxBVlYWpkyZgtDQUBw6dAgAMGPGDGzduhVubm4oLS1FUVERgJe/+SgWixvdIQNAYGAgwsLC0LlzZ8yYMUOmsUybNg0vXrxAYmIihEIhUlJSoK6u3mSfjW3b3bt3Y8uWLbhw4QI6d+6MiRMncrO/r65z+fJl7N27F4GBgU0mh1ZWVrh+/Tq3jc3NzXH8+HGkpKRg3rx5MvV56dIldO3aFenp6fD394ecnPSVEg8ePMC0adNw5MgRLjH8/fffsXnzZsTHx0NVVRWDBw/Gjh074Ovry9X76aefsGbNGvz3v/9tcgbqnyYhIQFWVlbc+06dOkFDQwPJyclwcnJqsF5VVRWSk5Ol6lpaWkqdqty5cyfMzMzg4uKCvXv3StXPzc1FYmIihg8fLnOssvTZEFnGOWDAAFy5cgUDBgyQOlhqzLFjx7gDplu3bsHIyIgrS09Ph7u7OyIiIjBixAgEBwfD1dUVKSkpUFBo+e44ISEB06dP595bWloiMTEREomEO4PSXhQUFODs7IyYmBhKDkm7srS0hKmpqczrb9++nTtolNWxuDjwNTXrLOc9fdrstppLTU2tXdtvjnZLDgUCQb3Lz50799Zkxq/auXMnFixYADs7OwDgEgmJRIKDBw/izJkz0NDQgIaGBnx8fLB3714uOdTT08PatWshJycHW1tbLskCAG1tbRw5cgTdunVD7969m32KadWqVXBwcAAAnDlzpsn1c3Jy8PvvvyM1NRWdOnUC8PLUUGvt27cPM2bM4K5FXLRoEUaOHImwsDBunY0bN4LP58POzg55eXlNtmllZYWDBw9CLBbD1NQUKSkpAICsrCyYm5tj5syZDfZZmwSam5tzsyU7duyQav/58+dwc3PD4sWLMXjwYG75li1bMGvWLO5Le/z48fjzzz+lkkNPT0/u75uWlta8jfWOKygoqLOTUldXb/KUSmFhIRhjUnVfrVdQUICQkBBcunSp3mvUHj58CAAwNjaWOdam+myMLOOMj49HVlYWpk+fDi8vL/z6668yx1afQ4cOwdHREaNHjwbw8uAvNDQUcXFxGDJkSIvbfX0s6urqkEgkKC4uhp6eXqtiloWxsfG/7nNC3jx1dfVmn3at7/KVxsjLy0OxngM1eXn5Zrf1Lmu3G1LEYnG9r7cxMQSAR48eoVu3bnWWFxQUoKqqSuoLy9jYGNnZ2dx7FRUVLlnh8XioqanhyqKjo8Hj8TBgwAAMGDAACQkJzYpLW1u72eMA0OY3lGRnZ9fZBlVVVVJfpLVfTjweT6bTsNbW1khLS8Nff/2FoUOHonPnzkhJSYGuri54PJ5MfTa2fUQiEZKSktC/f3+p5ffv30dwcDAEAgEEAgG2bNmCsrIyqXWau93/SYRCIcrLy6WWlZeXN7lj1NPTA4/Hk6r7ar358+cjICAAXbp0qbd+7Weovv87o0eP5v5etS9Z+myLcRoZGSEkJAQnTpxo9Q0mr/+fVlFRgVAolNqftMTrYykvL4e8vPwb+39cU1NTZ9aekHdR7c0nr7+038C1w28Tmjn8P8bGxrhz506dU1p6enpQUlJCdnY2d/NMVlYWDA0NZWrXwsICBw4cwNOnT/Hdd99hzpw5uHLlCleuqKjY7OvZXk++SkpKuKOp2i+eu3fvSp0ye1VL+jQ0NJT6AsvKyoKSkhKEQiE349NctUlCREQEfHx8kJubi127dsHW1rbJPmUxZswY9OvXDxMmTMDVq1ehr68P4OWssI+PDwICAloU9z+dvb09Tp48yb3Py8tDWVkZbGxsGq2nqKgIGxsbpKamcqfiU1NTYW9vDwC4ePEifv31VwQGBqK6uhrPnj2DQCBAbm4ulJWVYWZmBh6Ph4yMjDrX4MXExLSoz7Yap4qKChhj3KUmTam9fvV1hoaGUmcWKisrUVBQIPP+pCH29vZITU3l3qempsLOzq7dTynXyszMbPHNhYS8TQ7Qo+8A0Mwhx8fHB6tWrUJcXBwYYygpKcH9+/chLy+PTz/9FCEhISgvL0dGRgbCwsIwbdq0JtssKCjAyZMn8fz5c6ipqYHP59dJmg0MDHDr1i08ffoUEomkzkxGfTp16oTbt2/jyZMnCAsLw+nTp7kyfX19jBkzBr6+vlzS9vDhQ6lHdLSkz6lTpyIsLAyZmZkoLy/H6tWr4eHh0erZAktLS5w8eRL29vYYMGAA9u3bxyWHbdHn+vXrYWlpCTc3N1RWVgJ4eeH95s2buRsRysvLm3WR8z+dq6srCgsLceDAAVRVVWHJkiVwd3eXukkjLi4OZmZm2LBhg1Td2bNnY/Xq1RCLxbhx4waOHDnC3TGblpbG7QeioqJgYmICsVgMZWVlAC+fKjBo0CCcOnWqWfE21metKVOm1Hl0TlPjvHnzJp4/f47KykqEhITAyclJ5pk4XV1dKCkp4fLlywDAzThOmTIFly5dwrlz5yCRSLB69WoYGxtj4MCBzRrz62bMmIEDBw4gOTkZRUVFWLNmDWbNmiW1zoYNG2BmZoa4uLhW9fW6yspKiEQiuLq6tmm7hJCO0yHnAW7evMmdGnr48CFmzZoFgUDAXePVEQICAvDVV19h+vTpEAgEsLW1RXx8PICX19Lp6uqia9eucHZ2xqxZs6Qu/m6IRCLB+vXrYWhoCKFQiGvXrmHLli1S68yePRvKysowNDSEgYEB/vvf/zbZ7pQpU2Bubo5u3brhypUrmDJlilT5vn37YGFhAUdHRwgEAowdOxa5ubmt6tPLywszZsyAk5MTunbtik6dOnHX+rWGtbU1LC0toaCggAEDBuDJkydcctgWfcrLy+PIkSMoLCzk7lqbOnUqvvnmG0yZMgUCgQA9evTAiRMnWj2WfwpFRUUcP34cq1atgo6ODrKysrBx40apdSoqKvDgwQOIxWKp5bNnz8bAgQNhbm6OsWPHYt26dbC0tJS576VLl2L9+vUoKSmRuY4sfT558gQPHjxo1jhPnDgBIyMjdOrUCXl5eXUeAt0YFRUVrFu3Dv7+/hAIBOjduzcAoFu3bjh69CjmzZsHoVCI2NhYnDx5slU3owBA7969sWbNGnz44YewsLDA+++/XydBFovFePDgASoqKqSWm5qaQiAQ4MCBA9i7dy8EAgF3WYqnpycEAgF8fX2RkZHB7bdfnaXcuHEjevfu3ejNSoSQd0uHP8qGEEJetXTpUsTExGDjxo0YNGhQR4dDGlBUVIStW7ciPDwcIpGo1afGCWlr/fr1a9bjnMj/R1cQE0LeKt9//z2Cg4OxcuVK+vm8t1hISAiePn2Kq1evUmJIyD8MzRwSQggh5B+HZg5bjmYOCSGEEEIIh5JDQgghhBDCoeSQEEIIIYRwKDkkhBBCCCEcSg4JIYQQQgiHkkNCCCGEEMKROTm0tbUFj8cDj8ejZ48RQgghhPxDyZQc3rx5Ezdv3uTe79+/v90CIoQQQgghHUem5HDfvn0AgL59+wKQTg7Ly8sxe/Zs6OnpoXPnznB0dASPx0OfPn24da5fv45Ro0ZBKBRCV1cX48ePp9lHQgghhJC3UJPJIWMMBw8eBABs2bIFurq6SEtL4546/p///Afbtm0Dj8fDlClT6vyA/N27dzF48GBcu3YN7u7uGDp0KE6ePImJEyeipqamHYZECCGEEEJaqsnk8MKFC3j06BG6d+8OBwcHTJo0CcDL2cOamhrs2bMHwMvZxZ9++gmff/65VP3Nmzfj+fPn6N27N/T09GBjYwM5OTncuHEDGRkZ7TAkQgghhBDSUgpNrVB7SlkikWDq1KlcQnfo0CEsWLAAlZWVAID33nuv3vp37twBAMTGxiI2NlaqLDs7GxYWFi0OnhBCCCGEtK1Gk8PKykr8+uuvAID79+9LXSf45MkT3LhxA/Ly8pBIJMjKykKnTp3qtNGlSxcAwJw5c7BlyxZueXFxMdTU1NpkEIQQQgghpG00elo5KioKYrEYFhYWYIxxLx8fHwAvZxXHjBkDAPD09MR//vMfrF69GgDA4/EAAL6+vlBSUsLWrVvx0Ucf4ZtvvsGkSZNgamqKnJyc9hwbIYQQQghppkaTw9q7ksePHy+13NXVFQBw4sQJbN26FePGjUN2djZOnDgBAwMDAICOjg4AoH///rh06RJcXV2RkJCATZs2IS4uDuPHj+fWIYQQQgghbwceY4y1poHo6GgcP34cenp6eP78OY4ePYonT55gw4YN8Pf3b6s4CSGEEEJk1q9fP+7JKqR5mrwhpSlVVVU4f/48cnNzIScnBzMzM8yfPx9z585ti/gIIYQQQsgb1OqZQ0IIIYSQtw3NHLaczL+tTAghhBBC/vkoOSSEEEIIIRxKDgkhhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQshbhTGGsLAwODg44P79+x0dzr/G1atX8fvvv8u8vq+vL7y9vZGVldWOURFCOkK7JYcrV66EQCCAiooKFBUVIRAIMG7cuPbqjhDShuLj42FjYwNNTU2MHTsWhYWFMtWTSCTw8/ODtrY2jIyMsGfPHqny4OBg6OvrQyAQYM6cOZBIJHXamD17No4cOYLDhw+ja9eure6zMY2NMzg4GCYmJtDS0sLQoUORk5Mjc7tisRjLli1DaWmpzHVaKywsDIaGhtDR0UFAQABk/X2DRYsWoUePHhg+fDiOHz9ep/zu3bv48MMPIRAI0LVrV5w6dQoAsGHDBjg6OsLR0RG3b99u07EQQjoYa2dBQUHMxcWlvbshhLSRyspKpq+vz/bv388qKirYzJkzmaenp0x1N23axPr378+Ki4tZYmIi09XVZampqYwxxg4dOsTs7OxYcXExKyoqYoMGDWK//PKLVP1Dhw6xnj17smfPnskcb2N9tmacUVFRTCwWs6qqKjZ16lQ2ZMgQmWPKyMhgANijR49krtMaN27cYLq6uuzmzZussLCQ2dvbsx07dshU9+LFi+zZs2fMy8uLffHFF1JlT58+ZcbGxmzDhg2soqKClZaWssePH0uts23bNmZvb89qamrabDyEtIW+fft2dAjs04AANsrHp87r04CAjg6tUR1yWjkzMxM8Hg8HDx6ElZUVdHR0EBYW1mS9wsJCqKurIy0tjVuWnZ0NIyMjVFZWAgDOnz8PKysrCAQCjBo1Co8fP+bW9fT0hL6+PjQ1NTFw4EA8ePCAK4uNjYWmpiZEIhF69uwJFRUVLFu2DADw7NkzfPLJJxAKhdDS0oKtrS0qKiraaGsQ8naJioqCUCiEh4cHlJWVsXz5chw9elSm2cPt27dj4cKFEAgEsLOzw+TJk7Fz504ALz9jLi4uEAgE0NbWhqenZ51ZvpCQEAQEBEBVVVXmeBvrszXjHDt2LPh8PhQVFeHh4YHExESZ4pk0aRJsbW0BANbW1hAIBNz72n5tbGygo6ODYcOGSe3PWmrnzp3w9PTk2p0/fz62bt0qU93Bgwc3uL337NkDAwMD+Pv7Q1lZGZqamtDX15da5/PPP0dOTg5Onz7d6nEQ8k9TXFoKbS2tOq/iN3hWoSU69JrD3bt34/Lly/j+++8RGBjY5Pq6urqYMmUKfv75Z27Z1q1b8fnnn0NZWRl5eXn4+OOPsXXrVhQUFEBHRwfz5s3j1nV3d0dGRgaePHmCiooKbN++Xar9qqoq/PDDDxCJRNixYwcUFBS4OB8+fIiHDx+ipKQEhw4dgqKiYttsBELeMgkJCbCysuLed+rUCRoaGkhOTm60XlVVFZKTk6XqWlpaIiEhAQBgY2ODyMhIZGRkoKSkBKdOnUJ6ejq3bm5uLhITEzF8+HCZY22qz7YaZ3x8PAYNGiRTTMeOHUNSUhIA4NatWxCLxdz79PR0uLu7IzQ0FHl5eRgyZAhcXV1RXV0tU9uyjsXS0hKJiYn1nrZvjosXL8LS0hIfffQRhEIhPD09UVZWJrWOgoICnJ2dERMT06q+CHnTysvLkZ+f364viUSCF9XVdV4SiaTd+87Pz2/xtlFow+3cbBs3bgSfz4ednR3y8vJkquPn54f3338fK1euhLKyMsLDw3HlyhUAL49yBw4ciPfffx8AMHXqVHzxxRdc3YkTJ3L/trW1rdNndXU19u/fD4FAgGnTpnHLtbW1kZ6ejqNHj2LSpElSO2FC/mkKCgqgpqYmtUxdXb3JHU1hYSEYY1J1X63n6+uLhw8fon///jA1NcWECRNw5swZbt2HDx8CAIyNjWWOtak+GyPrOK9du4Zdu3bh7NmzMsfVkEOHDsHR0RGjR48GAAQGBiI0NBRxcXEYMmRIi9t9fSzq6uqQSCQoLi6Gnp5eq9r9+++/cebMGVhYWMDV1RVLlizB+vXrpdYzNjZukxlQQt6k1NRU/P333+3ax7Nnz8DqOfh7XlWFEydOtGvfADBz5swW1evQ5LB2Z8bj8WS+eLpPnz6ws7PD7t27wefz8f7773OnOe7fv4/z589DIBAAAGpqasDj8bi6e/bswU8//YT79++jvLwc06dPl2qbx+NxdV81ZcoUFBcXIyQkBF9++SX8/PywfPlyyMvLt2DUhLzdhEKh1Iwe8PIIWygUNlpPT08PPB4P5eXl9dbj8XhYs2YN1qxZA+Dl6WBdXV1uXTm5lycyZN0XyNJnY2QZZ2pqKjw8PBAZGYkePXrIHFdDsrOzpZJfFRUVCIVCZGdnt6pdoVBYZxvIy8tDW1u7Ve3y+Xw4OTnB3t4eADBjxgyEhITUWa+mpob7+xHyrrC0tISpqWm79nEsLg58Tc06y3lPn8LNza1d+26NDk0OW8rPzw9Lly6FlpYWNm3axC03MDDAyJEjERkZWafO6dOnMW/ePERGRmLQoEFSM4qymDNnDubMmYMrV65g9OjRGDJkCMaMGdPqsRDytrG3t8fJkye593l5eSgrK4ONjU2j9RQVFWFjY4PU1FT06tULwMvkqjaxeF10dLTUbJmZmRl4PB4yMjLQs2dPmWJtbp+vamqcBQUFcHV1RXh4OOzs7GSK59W46mNoaAiRSMS9r6ysREFBAQwNDZvV/uvs7e2RmprKvU9NTYWdnV2rD2AtLCy4U+IAoKWlVWe2FXh5Hbksd5YT8jZRV1eHurp6u/YhLy8PRYW6qZa8vLxMB7Ed5Z081Js4cSLKysrA4/EwYMAAbrmHhwdiY2Nx/PhxSCQSSCQSxMXFAQDS0tKgp6eHfv364eHDh7h+/TpKSkpk6u/06dO4d+8egJczFQoKCvXOMBLyT+Dq6orCwkIcOHAAVVVVWLJkCdzd3aVm+eLi4mBmZoYNGzZI1Z09ezZWr14NsViMGzdu4MiRI/Dx8QEAlJSUcNfz/fbbbzh9+jTmz5/P1dXV1cWgQYO4R6XIqrE+a02ZMgVmZmbNGqe/vz9cXFxadLpXV1cXSkpKuHz5MgBwj7SZMmUKLl26hHPnzkEikWD16tUwNjbGwIEDm93Hq2bMmIEDBw4gOTkZRUVFWLNmDWbNmiW1zoYNG2BmZsbtE2UxdepU/PHHH/jrr79QVVWF7du3w93dXWqdyspKiEQiuLq6tmoMhPwT1d588vpLW0uro0NrXHvdBr1ixQrG5/OZsrIyU1BQYHw+n40dO5YxVvcxD3/++SdrbiijR49m+/btq7NcJBKxAQMGMG1tbaajo8NGjhzJGGOsuLiYDR8+nAkEAjZ06FB24MAB1qlTJ7Zo0SKunry8fL19bdy4kVlYWDAtLS1mbGzMQkNDmxUrIe+a+Ph4Zm1tzdTV1dmYMWNYfn6+VLlIJGIAWFBQkNRyiUTC/Pz8mEAgYIaGhiw8PJwry8nJYVZWVozP5zMbGxv2+++/1+n31KlTzNTUlInFYpljbazPWk5OTvXuYxobJwCmqqrK+Hw+4/P5rHfv3jLHxNjLR+zo6+szPp/PTExMuOWRkZHM2tqaaWtrMycnJ3b79u1mtduQsLAwpq+vzwQCAZs3bx6TSCRS5UFBQQwAE4lEUstNTEwYn89nioqKTElJifH5fNa1a1eufMuWLaxLly5MIBCwmTNnssrKSqn6a9euZc7Ozm0yBkLa0tvwKJt3FY+xZlzg85aIjY3FZ599hjt37tBdw4T8wyxduhQxMTHYuHGjzHcIkzevqKgIW7duRXh4OEQiUatPjRPS1vr164dr1651dBjvpHfumsPa61p2795NiSEh/0Dff/89Bg4ciJUrV2Ljxo10LdtbKiQkBPLy8rh69Sr4fH5Hh0MIaUPv5MwhIYQQQkhjaOaw5d7JG1IIIYQQQkj7oOSQEEIIIYRwKDkkhBBCCCEcSg4JIYQQQgiHkkNCCCGEEMKh5JAQQgghhHAoOSSEEEIIIZwmk0MzMzPweDxERERwy2JjY8Hj8dr094Vf72fChAng8XhYtmxZq/qtrq7GzJkzud9Ebu3vfyYmJoLH44HH47WqHUIIIYSQt9E79wspzRUTE4MdO3aAz+cjICAAPXv27OiQCCGEEELeWm12Wjk3NxdffPEFTE1NoampCQcHB5w/f54rHz9+PAwMDKCkpARNTU0MHjwYly5dqretZcuW4bfffgMABAcH15lBZIxh8+bN6NatG7S1tREYGFhvO7GxsRg/fjwAoKSkBKGhoZCXl8e1a9dgZ2cHHR0dKCoqokuXLvDy8kJZWRlX98qVKxg7diyEQiG0tLQwdOhQJCQk4L333uPWeXUGsaysDN988w26du0KdXV12NnZYc+ePVJj4vF46NevHyZMmABNTU3ExsYiJycHn332GQwNDaGqqopu3brB39+/mVufEEIIIaRtyDxzeODAAe5naB48eCBVVlVVBRcXF9y+fRsff/wx+Hw+/vvf/2L8+PG4ffs2jI2NkZWVhQ8++AAGBga4fPkyLl68iAkTJiA3NxdyctI56vvvv48ePXrgzp07GDp0KN5//328//77XHlpaSlWrVoFVVVViMVirFq1CpMmTZJK3ADA1NQUrq6uOHnyJDp37gwfHx/Y2dnhyZMnUFVVhYeHB3g8Ho4dO4Y9e/ZAT08P69atQ2pqKj744AOUl5fD1dUVZmZmOHHiBG7evAkfHx/s3LkTAKSS0s8//xxHjx5Fnz59MH78eOzevRteXl6Ql5eHp6cnt97jx4/h6OgIf39/mJqawt3dHZcvX8b7778Pe3t7pKSkICoqCj/99JOsfxpCCCGEkLbDmmBqasoA1Pvi8/mMMcaOHz/OADBzc3MWGBjIAgMDmZmZGQPAdu7cyRhjrKamhl29epXt3buXhYaGcm08evRIqp8TJ04wxhj76KOPGAAWFBTExSISiRgApqmpyV68eMFevHjBdHV1GQC2f//+euPftWsXA8Ds7OyklpeWlrKYmBi2c+dO5u7uzgAwFxcXxhhjX3zxBQPAJk6cyK3/9OlTlpGRwa5fv87FXis3N5dblpWVxRhjbNOmTQwAGzRoEGOMsaCgIAaAffTRR1Jx8Pl8BoB5e3uzM2fOsIKCAvbkyZOm/iyEEEIIaUTfvn07OoR3lswzhydOnMCECRMAvDxdO2zYMK7szp07AICMjAysXLlSql52djaKioowfPhwXL9+HQKBAD169ODKq6urZQ2BIycnBwWFl6Hr6+ujsLAQVVVVMtePjIyEp6cnysrKYG5uzrVVG8vDhw8BAP379+fqaGhoQENDA4mJiXXay8zMBACoqqrC0NAQANC9e3cAdWdZX7d27Vr4+/sjPDwc4eHhkJeXh6+vLzZu3CjzeAghhBBC2kqbXHPYpUsXAICNjQ0kEgkYY2CM4cWLF/jyyy+xd+9eXL9+Hf3790deXh7i4+ObDuz/TjU3lTzKy8s3O96goCCUlZVhw4YNuH//PhYtWiRVXpvgJSUlccsqKirw8OFDqVPgtbGZmZkBAJ4/f46cnBwAwL1796TKGjJs2DDk5OQgJiYG3377LSQSCTZt2oSMjIxmj4sQQgghpLXa5G7liRMnYsmSJUhOTsbAgQMxdOhQFBYWQiQSITg4GHw+H8DLWbQff/wRqampTbZpYmICANi9ezfk5OQwfPjwtggVALh4oqOjUVlZiQMHDkiVBwQE4PDhwzh48CCeP38OMzMzREVFITAwEOPHj4ecnBxqamowbdo0WFtbY/HixXB3d8evv/6KsWPHwsnJibsZxc/Pr9FYLC0tMXz4cPTu3RuPHz8GAOjo6MDAwKDNxksIIYQQIqs2mTnU1NREXFwcZs+ejaKiIvz888+IioqCpaUl3nvvPXh6emLatGkoLy/Hpk2bYGlp2WSbX3/9NZycnFBYWIgffvih3tO5LfXTTz/Bzs4OFy5cwPHjxzFw4ECp8t69e0MkEmHkyJG4ePEiduzYAR0dHVhbW0NHRwfr1q2DgYEBjh07hp9//hkAsGvXLvznP/9BcXExtm/fDmNjY+zZswdTpkxpNJZp06bh7t272Lx5M06fPo0xY8bg/PnzUFZWbrPxEkIIIYTIiscYYx0dBCGEEEJIW+rXrx/3lBXSPPTzeYQQQgghhEPJISGEEEII4VBySAghhBBCOJQcEkIIIYQQDiWHhBBCCCGEQ8khIYQQQgjhUHJICCGEEEI4lBwSQgghhBAOJYeEEEIIIYTToclhVVUVoqOjcePGjWbX9fb2hpmZWb1lCQkJ6N+/P7S0tCAUCrFu3TqZ2zUzM4O3t3ez4+lIsbGxDW6Lf6rExEQIBAIIBAIoKChgxYoVbdJueHg4nJ2d26StV02ZMgUCgQAaGhpQUJD9J80zMzPB4/HaPJ72lpGRgd27d7eoLmMMYWFhcHBwwP3799s4srpasx/6N/P19YW3tzeysrI6OhRCSBvrkOSwoKAAXl5e6NGjB9zc3HDz5s1mt6Gvrw8LC4t6y+bOnYu+ffuiuLgYubm5zUr2LCwsoK+v3+x4yJvVp08fiMViiMViDBkypKPDadKhQ4cgFosRFRVVb7lYLMayZctQWlr6hiOrX3x8PGxsbKCpqYmxY8eisLBQpnr79++Hg4MDHBwcsHz58jrlYWFhMDQ0hI6ODgICAlDfr3fOnj0bR44cweHDh9G1a9cm+5RIJPDz84O2tjaMjIywZ88emWJtaj+Um5uL0aNHQ0dHByYmJjhy5IhM7QId8/eUZdvWJy8vD6NGjYKmpibs7OyQkJDAld26dQtWVlbg8/no3LkzFi5cyLW7YcMGODo6wtHREbdv326XMRFCOgjrAMXFxSwhIYFJJBJmamrK9u7d26btm5mZtXmbbzORSMRMTU07OowO4+TkxJYvX94mbe3atYs5OTm1SVv1EYlETF5evs7yjIwMBoA9evSo3uVvUmVlJdPX12f79+9nFRUVbObMmczT01OmutevX2cFBQVs165dzMLCQqrsxo0bTFdXl928eZMVFhYye3t7tmPHDql1Dh06xHr27MmePXsmc7ybNm1i/fv3Z8XFxSwxMZHp6uqy1NTUJus1tR+aOXMmmzp1KpNIJCwqKorp6urKHFNDf8/2Isu2bYi7uzvz9fVllZWVbPfu3czU1JRVV1czxhgTi8UsPz+fMcbYpUuXGAB269Ytqfrbtm1j9vb2rKampm0HRd4qnwYEsFE+PnVenwYEdHRoDerbt29Hh/DO6pCZQ4FAAHt7e8jJNb/7YcOGQSAQQEVFBcOHD5cqmzt3LgQCAR48eIBZs2Zxpx0jIyMbbbO8vLzRU5Te3t6YMWMGvL29IRAIMHToUBQXF8sU76lTp2Bqagp9fX2sXbsWGhoayMzMBACkpaVh2LBh0NHRgY2NjdSsUmlpKby8vNC5c2eYmZlh1apVUjMB27Ztg1AohLm5OX799VeZYmmqTwDg8XiIjIzE0KFDoampKfMp1szMTLi4uEBLSwt2dna4dOkSACA9PR3q6uo4fPgwAKCsrAympqa4cuUKV/e3337De++9B4FAgM6dO2PNmjVc2fnz52FlZQWBQIBRo0bh8ePHMo+1NUJCQtClSxeYm5tLzaQ0NE4A+PHHH2Fubg4tLS1YWFjgzJkzMvU1adIk2NraAgCsra0hEAi497ViYmJgaWkJHR0dhIWFtcEIGxYVFQWhUAgPDw8oKytj+fLlOHr0qEyzh3369IGurm69ZTt37oSnpydsbGygo6OD+fPnY+vWrVLrhISEICAgAKqqqjLHu337dixcuBACgQB2dnaYPHkydu7c2WS9pvZDeXl5sLOzg5ycHBwdHaGjoyNTPE39PaOiorhtMGzYMKSlpcnUbmNk2bb1ycvLQ2RkJL7//nsoKSlh+vTpUFNTQ0xMDACAz+dDT08P1dXVSE1NRe/eveucsfn888+Rk5OD06dPt3oc5O1VXFoKbS2tOq/it+RsB2lb79wNKSKRCGKxGAsWLKhTtnHjRojFYpiYmGDbtm3cacfx48c32qa6unqTpygPHDiA8ePHIzs7Gw8fPuSSncaUl5fDw8MDoaGhyMzMxNOnT1FeXg4AqK6uxrhx4zBkyBDk5eUhNDQU7u7uuHfvHoCXiW5OTg7u3buH8+fPY8uWLdzpsr/++gvfffcdRCIREhISkJ2d3WQssvRZKzAwEOvWrUNycjKUlJRkavuTTz7Bhx9+CLFYjJkzZ+Ljjz+GRCJBt27dEBISAl9fX+Tk5GDx4sVwdXWFg4MDAODKlSuYPHkylixZgsLCQqSnp8PV1RXAyy+ujz/+GFu3bkVBQQF0dHQwb948meJpjfj4eFRWViI7Oxt9+/ZFaGhok+MEABsbG1y9ehUlJSVwcXFBcHCwTP0dO3YMSUlJAF6exhOLxdz7WmFhYbh69SqWLVuGwMDANhpp/RISEmBlZcW979SpEzQ0NJCcnNym7VpaWiIxMZHbfrm5uUhMTKxz0NeYqqoqJCcn12n31YS+pb755hts3LgRFy5cQFBQELZt2yZTvcb+nunp6XB3d0doaCjy8vIwZMgQuLq6orq6ulWxNrVtG3Ljxg3o6upKJfSvb7/vvvsOysrKWLhwIQ4fPgxlZWWpNhQUFODs7MwllOTNKC8vR35+/ht7SSQSvKiurvOSSCRvLIba70/S/mS/Mr6ZBAJBvcvPnTuHfv36tVe37eajjz7CxIkTAQDdunVDXl5ek3Wio6OhpaWFyZMnAwBmzZrFzUrGxcUhKysLixcvhoKCAkaPHo1Bgwbh4MGDWLhwIQ4ePIgzZ85AQ0MDGhoa8PHxwd69e+Hl5YW9e/fC3d0dNjY2AICZM2di9uzZTcbTWJ+LFy/m1lu1ahWXvMky+3Xt2jWkpKTgr7/+gpycHLy9vfHVV18hPT0dPXv2xFdffYUTJ05g/PjxyM3NlUoywsLC4Obmxm1bTU3N/9fefYdFcbX/438vS5O2S1mUDqIo0hLUiFjAB40agw1jCDaiYksUg8lXIopiAwuREGPnkagh9oJRNGpWHxuoWFHEoCCChboqICws5/eHH+bnSlu6mvt1XXPpzsw55z6z7Ow9Z8pyX3Lbtm2Di4sL+vbtCwAYO3YsJk2aVGc8jdWhQwcsXLgQAODk5ASxWKxQPz/99FOuDhcXF65cU9i4cSO0tLTw8ccfK/S31xi5ubnQ0NCQm6epqYmcnJwmrVdTUxMymQwFBQUwMDBARkYGAMDMzEzhOvPy8sAYq1JvY2MFAD09PfTp0wfXrl3D8ePHMXz48EbXuXPnTri6umLw4MEAXh+IrVq1CvHx8Y26draubatoucqyb26/lStXYsGCBVi0aBEGDRqEO3fuQFNTU66MmZlZk4yAEsUlJyfj6tWrLdZecXExWDUHMa+kUhw4cKBFYnB2dn4v84f3UbMlhxKJpLmqbhVv7kB5PB4qKirqLJOWlgZzc/Nql2VlZUEkEskdhZuZmSErKwu5ubmQSqVyX5KVywDg4cOHDfqA1Nbmm3R1detV74MHD1BcXCw3+qCmpsb9DfB4PAQFBaF///748ccfoaOjw6336NEjODs711jvqVOnuAONioqKFrlz980vvjff67r6efHiRQQHB+PGjRsoLCyEsbFxk8fE4/EUvtGgNmfOnMGwYcPk5gUGBiIwMBAikQipqalyy4qKiiASiRrVpkgkkjvyLyoqAp/P5/7eKk/vVte/wYMH4+LFi3LzJBIJDAwMwOPxqtTb2FgBYPTo0di5cyfs7Ozg4uICDw8PnD9/Hh999FGD68zKypL7XKurq0MkEik0+r9s2TK5UWzg9Snq3r1717lta/J2ucqyb5861tbWxsqVK7F582b8/fff3Oh+pYqKigZdJkQaztbWFhYWFi3W3t74eAi0tavM5718iREjRrRIDG8fyJDmQyOHzUhHRwfPnz/nXpeUlHD/NzExQU5ODqRSKXfqNjMzEx4eHjAwMICqqiqysrK4uzUzMzNhYmIC4PWO+uXLl1xdZWVlCsVTW5uNYWxsDC0trRoPCCoqKhAcHAxPT0+sXbsWU6dO5XZqZmZmuHfvXo31Dhw4sM5rRltKbf3My8vDgAEDEBERgdjYWOzatatej9dRUVFpwkjr5ubmVuP75ezsjMOHD3Ovs7OzUVhYyI1UN5SzszOSk5O518nJyXBycgKfzwfw+jFSPB4PaWlp6NSpk1zZmk5ZqqiowN7eHsnJyejcuTNXb00HHIrKzs5GUlIS93fq4uICW1tb/P333wolhzW9nyYmJnIjyqWlpcjNzeU+27UJCgqq8ZKCurZtTRwdHZGfn4+8vDzuoCc5ObnaJzwoKSlBRUWl2lPV6enpCt1ZTpqOpqZmlRHc5sTn86FSzWO4+Hx+kxyMkXdLsx3qVV7D9/b0b0kMAaB///64ffs2Ll68iPz8fO46ST6fDxcXF5iamiIsLAwymQx//fUXLl68iK+++gp8Ph9fffUVwsLCUFRUhLS0NERFRWHcuHEAAA8PD8TGxiIvLw/37t1TOAmprc3GcHFxgbGxMebPn4/i4mIAwL1797hTU2vWrIGOjg5iY2Ph5uaGiRMncqNDEydOxIEDB7Bjxw6UlZVBKpXi9u3bAAAfHx+cPn0a+/fvh0wmg0wmQ3x8vMJxxcfHw9LSEhEREY3qnyL9zMrKQlFREfr164eysjKcOHECRUVFdV7zVUlfXx+qqqrc6FhrPtLG09MTeXl5iImJgVQqxYIFC+Dl5SU3YtqQbevn54eYmBgkJSUhPz8fK1aswNSpU7nl+vr66NmzJ44dO1aveKdNm4bQ0FBIJBLcuHEDu3fvxuTJk+XW8fb2rtezQPX09GBkZITw8HBUVFQgISEBd+7c4S63qEtN76e3tzfOnz+PkydPQiaTITQ0FGZmZnBxcVE4turUtW2B14+esbS0lPsMGRoaYvjw4QgODoZUKsW2bdtQWFjInfZ++PAhsrOzwRjDunXrIJPJqtykVlpaCrFYXGU0kXxYKm8+eXvSfeNMEPmAtMYt0jdv3mQCgYAJBALG4/GYhoYGEwgEbPz48QrXsXDhQubh4VHtssY8Hqe6x6JMmDCBTZo0iXvt4eHBFi5cqFB9P/30ExOJRMzGxoZt3ryZAWAvXrxgjDF29+5d5ubmxnR1dZmdnR2LjY3lyj1//pyNGzeOGRoaMnNzc7Z06VLuURGlpaXM19eX6erqst69e7P//ve/Cj/KprY2GWMMADt79qxCdb0pLS2NDR06lBkaGjKBQMC6d+/OUlJS2N27d1nbtm25R3o8efKEGRgYsMjISK7soUOHmLOzMxMIBMzQ0JB9//333DKxWMx69OjBdHV1mZ6eHhs4cGCVtmt6lI1YLGYAFH6vGHv9KJsePXpwr5csWSL3aJua+skYY7NmzWICgYDZ2dmxHTt2sI8//pj16tWrSkzVPcqGsdePZDEyMmICgYCZm5tz7QFgr169Yowxdvbs2RZ5tE1CQgKzs7Njmpqa7LPPPuMeZ1Kppm3r4+PDBAIBa9OmDVNSUuI+53fu3GGMMRYVFcWMjIyYUChks2fPZjKZTK78sWPHmIWFBZNIJArHKpPJ2MyZM5lQKGQmJiYsOjq6yjpubm5Vtltd+6GLFy+yjz/+mGlqajJLS0uFHw1Tqbr3kzHGYmNjmZ2dHdPV1WVubm7s7t279aq3JnVt24ULFzIATCwWy81/9uwZGzhwINPU1GQODg7sypUr3LKjR48yIyMjpq2tzezt7dnJkyertLty5Urm7u7eJH0gpCnRo2wajsdYE1zARGr06NEjmJmZoaKiAsuWLcORI0fqNfpFyL9NcHAw4uLiEBkZiZ49e7Z2OKQG+fn52LBhA6KjoyEWixU6NU5IS+rWrRuuXLnS2mG8l+gK4mY2btw4GBgYoF27djh9+jR+//331g6JkHfa4sWLERISgmXLlrXIz+eRhgkLC8PLly9x+fJlSgwJ+cDQyCEhhBBCPjg0cthwNHJICCGEEEI4lBwSQgghhBAOJYeEEEIIIYRDySEhhBBCCOFQckgIIYQQQjiUHBJCCCGEEA4lh4QQQgghhEPJISGEEEII4dSZHFpaWoLH41WZoqOjmyWg6Oho8Hg8fPTRRwCA06dPg8fjQSgUNrjOtWvXwsLCAioqKhAIBI2OUSgUgsfj4fTp042uixBCCCHkXaKs6IpffPEFbGxsuNdOTk7NEpCTkxOCgoJgZGTUJPW9ePECs2bNAmMMfn5+MDQ0bJJ6CSGEEEI+RAqfVvbx8cHSpUu56eOPP0ZpaSl69eqFdu3aQVVVFUKhEAMGDEBycjJXrnKk8fvvv4e9vT00NDQwffp0XL9+HZ9++ik0NDTQp08fPH78GABw48YNLFu2DJs3b642jr59+4LH42HNmjXcPHt7e/B4PBw6dKjK+gKBAJW/ELh582ZkZmYqFHdWVhamTJkCc3NzaGhowN7eHjt27IC7uzueP38OAOjXrx83gsgYw6ZNm+Dg4ABNTU107NgRQUFBePXqFYD/fwRUS0sLs2bNQrt27RASEoLy8nIsXLgQHTp0QJs2bWBqaorPP/8cEolE0beGEEIIIaTJKJwcxsTEYP78+dxUUlKC8vJy5OTkYPDgwfD394elpSVOnjyJsWPHVil/4MABtG/fHiUlJdiwYQPc3d2ho6ODNm3a4Ny5c1ixYoVCcUyePBkAsH37dgDA7du3cfv2bS6petu3337L/f/777/H0KFD64y7uLgYgwYNwubNmyESiTBt2jS0adMGJ0+exLhx46CmpgYAGDt2LIKCgmBhYYH169dj6tSpyM7OxtSpU6GiooLly5dj1qxZcvGUlpbi1atXmDRpEvr06YPg4GAsXrwYSkpKmDZtGnr16oUzZ85QckgIIYSQ1sHqYGFhwQBUmQoKChhjjJWVlbFz586x6OhoFhgYyAAwPp/Pla9c/9q1a4wxxnr06MEAsDVr1jDGGAsNDWUA2IABAxhjjG3dupUBYE5OTowxxsRiMQPABAIBY4yx4uJiJhQKGQB2584dNn/+fAaALVq0qNr409LSqsRcV9zbt29nAJixsTErKSlhjDFWUVHBkpKSGGOMCQQCBoCJxWKuPltbWwaA7dixgzHG2K1btxgApqSkxF69elWlH5WGDRvGADBXV1e2b98+9uDBA1ZQUMC1SwghhJD669q1a2uH8N5S+JrDAwcOYPjw4XLzHjx4gP79+yMtLQ2GhoYwMTEBAMhkshrrUVdXr/a1VCpVKI42bdrAx8cH69atw/bt27F3717w+XxuRFERdcWdkZEBAHBwcOBGCXk8Huzs7GqsMz09HQDQsWNHuX8rKirw6NGjGsvNmzcPCQkJuHDhAi5cuAAAcHNzQ2xsLNc2IYQQQkhLadSjbH755RekpaVhxIgRePr0Kfbv399UcdXKz88PwOu7kP/55x94enpyCZ4i6oq7sq7k5GSUlZVx81NSUgAASkqvN1t5eTm3zNLSEgBw//59uX+VlJRgZmZWYyy6urrIyMjA2bNnERERAR0dHZw5cwb79u1TuD+EEEIIIU1F4ZHD6lQ+FubWrVtYvXo1zp071yRB1eWjjz5C165dkZiYCACYNm1avcrXFfeoUaMQGhqKlJQU9OrVC3369MHly5fRvn17REdHw9zcHAUFBQgODsbFixcxfvx4zJgxAzNnzsR3332Hy5cv46+//gLwOpF9e7T0TX5+fnj58iV69+4NHo+H8vJy8Hg8dOnSpV59IoQQQghpCo0aOZw9ezaGDBmCrKwsbNy4ER9//HFTxVWnoUOHAgDat2+PTz/9tF5l64pbU1MTp06dwtdff40nT57g119/xbNnz9CvXz8AQHh4OGxtbXHlyhWEh4cjOzsb33zzDdatWwcDAwNs3LgRJSUlCAoKQkRERK2xjBgxAmVlZdi6dSv++9//ws7ODrt370aPHj3q1SdCCCGEkKbAY+z/nvPynunatSuuXr2KsLAwzJ07t7XDIYQQQsg7pFu3brhy5Uprh/Feei9/Pu/ChQu4evUqVFVVMXHixNYOhxBCCCHkg9Goaw5bi6urK97TAU9CCCGEkHfaezlySAghhBBCmgclh4QQQgghhEPJISGEEEII4VBySAghhBBCOJQcEkIIIYQQDiWHhBBCCCGEQ8khIYQQQgjhUHJICCGEEEI4lBy+AywtLeHr69vg8qdPn4alpWWTxUNIa2KMISoqCp988gkePHjQ2uHg8uXLOHr0aGuH0ezq288ZM2bA19cXmZmZzRgVIaQ1NEtymJGRgTZt2uDvv/+Wm//FF18gMjKyOZp8r1lbW8PIyKi1wyCEk5CQAHt7e2hra2PIkCHIy8tTqJxMJsPMmTOhq6sLU1NTbNu2TW55UVERJk+eDD09PRgbG2P58uVV6pg2bRp2796NXbt2oX379o1usza19XPevHmwsbFB//79sX//foXrBACJRIJFixbhxYsX9SrXGFFRUTAxMYGenh4CAgIU/hUpRfpZUVGB7t27yx3ERkREwNXVFa6urrh7925TdIGQ94bPnDkY7OdXZfKZM6e1Q2sSzZIcmpubY9asWfj+++9RUVEB4PXo1u3btzFjxozmaPK9durUKYSGhrZ2GIQAAKRSKUaMGIF58+YhNzcXpqam8Pf3V6js+vXrkZCQgLS0NBw5cgQBAQFyicPYsWNRXFyMtLQ0ZGRkwNvbW678rl27cObMGRw8eBBWVlZN0mZD+zlkyBDcuHEDI0aMUCiON0kkEoSEhLRYcnjz5k3MnTsXx48fR2pqKs6cOYOoqCiFyirSz/Xr1+PmzZty81RVVTFlyhTMnz8fY8aMoZ80Jf8qBS9eQFdHp8pU0IIHhM2p2U4rz5s3DxkZGdi+fTtkMhn8/f0RHh4OZeXXP+ecnp4ODw8P6OjowMnJCefPn+fK/vTTT7CysoKOjg6sra3x119/ydXN4/EQGxuLPn36QFtbG+7u7tyyJUuWwNjYGDo6OrCyskJCQkKdsS5atAiBgYHo2rUrPvvsMxw+fBiGhobczvXUqVNwdHSErq4uRCIRVq5cKVfe3d0doaGh+Prrr6GrqwsejydXt6enJ37++WcYGxuDz+fj9OnTKCoqglAohFAohLKyMpYuXVolrjVr1sDExAQikQjffPMNysrKuGUbN26ESCSClZUV9u3bV2cfCVHUn3/+CZFIBB8fH6ipqWHJkiXYs2ePQqOHmzZtwo8//gihUAgnJyeMHj0aW7ZsAQDcuXMHx44dw6+//gqBQABlZeUqI4NhYWEICAhAmzZtFI63tjYb089evXrVK45Ko0aNgqOjIwDAzs4OQqGQe13Zrr29PfT09NCvXz+kpKTUu423bdmyBWPGjOHqnTt3LjZs2KBQ2br6+ezZM/z000+YPHlytcsnTpyIJ0+e4Pjx4w2KnZCmUlRUhJycHG4CIPe6KSeZTIay8vIqk0wma7Y2q5uKioqaZVsqN0utAAQCAebPn4/58+cjJycHpqamGDx4MLf8yy+/xMiRI3HixAmsX78eX3zxBR49egQ+nw97e3tcvnwZ+vr6mDp1KkJCQvDpp5/K1R8UFISoqCi0bdsWfn5+AIDk5GSsWLECd+/ehampKR4/fgw1NTWF4t22bRvOnj2Lnj17Yvfu3diyZQvWrVuHSZMmQSAQYN++fejYsSN27NiBr7/+GjNnzpTbof78889YsWIF/vvf/6Jz585ydZ8/fx7t27dHamoq/P39oaSkBE1NTUgkEgCQS24rHT16FGvXrkVCQgLatGmDXr16YfPmzZgxYwYuXLiA//f//h/Onz8PY2PjGnfahDREYmIiunTpwr02NDSElpYWkpKS4ObmVmM5qVSKpKQkubK2trbcqcpz586hU6dOCAsLw2+//QZra2ts3boVNjY2AF4nIdevX0f//v0VjrWuNpujn3XZu3cv0tPTYWVlhdu3b8PU1JRblpqaCi8vLxw8eBADBgxASEgIPD09cefOHe7AuSESExMxfvx47rWtrS2uX78OmUwGPp/f4HoBICAgAIGBgcjKyqr2i0hZWRnu7u6Ii4vDoEGDGtUWIY2RnJyMq1evys07cOBAs7RVXFwMVl5eZf4rqbTZ2qyOs7MzunXr1uT1NltyCLy+YPmXX37BvHnz5E5JXLlyBXfu3MGFCxegpKQEX19ffPvtt0hNTUWnTp3kEkEXFxeIxeIqdS9fvhyffPIJAHAji1paWpBKpdi6dSsmT54MY2NjhWMdPXo0rK2toaGhgTlz5kAikaCkpAQA5Da8q6srysvLkZ+fDxMTE27+mDFjMGHCBACoMhJgZWWFn3/+GQCwefNmheJZt24dpk6dyn2xDB06FGfPnsWMGTOwfft2eHl5wd7eHgAwZcoUTJs2TeG+ElKb3NxcaGhoyM3T1NTkjsRrkpeXB8aYXNk3y+Xm5uLOnTuYNWsWHj16hLlz5+LLL7/EtWvXALy+VhkAzMzMFI61rjZr09B+NsbOnTvh6urKHSgHBQVh1apViI+PR+/evRtc79t90dTUhEwmQ0FBAQwMDBpcr1gsRlpaGnbs2IGQkJAa1zMzM2uSEVBCGsPW1hYWFhbc602bNjXoshBF7I2Ph0Bbu8p83suXzdZmdd7ehzWVZk0OVVVVMWbMGJw7d05uNO3BgwcoLi6Gvr4+N09NTY0bSbt48SKCg4Nx48YNFBYWVpvk6erqVplnZmaGuLg4LF26FEuWLMGwYcOwfv16hXaOQqFQ7v+VsQBAVlYWAgMDcfr0aRQUFABAletrqotHkWU1efDgAcRiMXfBfnl5Ofr16wcAePjwYbMcKRACACKRCKmpqXLzioqKIBKJai1nYGAAHo8nN7r0ZjmBQABtbW1MnDgRAPDdd99hzZo1yMnJgUgkgpLS66tcqrt2bfDgwbh48aLcPIlEUmebzdHPxsjKypJLftXV1SESiZCVldWoekUiUZVtwOfzG7TvqVRWVoZZs2Zhx44dcpfKVKeiooJ7/whpLZqamtDU1JSb11yfZz6fD5VqRvv5fH6z7kNaSrN/mpWUlKrsNIyNjaGlpQWJRMJNJSUl6NGjB/Ly8jBgwAB8+eWXePjwIdatW1ev9jw8PCAWi3H//n1kZmZWuT6wIUaNGgUNDQ1cu3YNSUlJja5PEcbGxliyZAm3fQoLC3H48GEAgLa2Nl6+fMmt++a1iIQ0lrOzM5KTk7nX2dnZKCws5Eaqa6KiogJ7e3u5ssnJyXB2dgbw+q780tJS7iY1HR0d8Hg87vIMS0tL8Hg8pKWlVak7Li5Obn9RefBWV5vN0U9FqKioVDvfxMRELhEsLS1Fbm6u3FmIhni7L8nJyXBycmrUKeXHjx/j/v37cHNzg1AoRFhYGGJiYjBgwIAq66anpyt0ZzkhH4rKm0/ennR1dFo7tCbRKod6Li4uMDY2xvz581FcXAwAuHfvHnJycrjrWvr164eysjKcOHECRUVFkMlkddZ7/fp1XLp0CTKZDEKhEBoaGnIjgg2VkpKCTz75BEKhELGxsQCA58+fN7re2vj6+mLt2rW4ceMGgNcjAZXXUnh4eCA2NhZ5eXm4d+9etTezENJQnp6eyMvLQ0xMDKRSKRYsWAAvLy+5kf74+HhYWloiIiJCruy0adMQGhoKiUSCGzduYPfu3dw1sf3794eOjg4iIiJQUVGBX3/9FZ9++im0tLQAAPr6+ujZsyeOHTtWr3hra7OSt7d3lWeBKtLPhtLX14eqqio32ll517K3tzfOnz+PkydPQiaTITQ0FGZmZnBxcWlUe35+foiJiUFSUhLy8/OxYsUKTJ06VW6diIgIWFpaIj4+XqE6LSwsUFxczCXjgYGB8PHxwYkTJ+TWKy0thVgshqenZ6P6QMj7JCY8HHGbN1eZYsLDWzu0JtEqyaGysjLi4uJw69YtWFlZQSgUYuzYsSgoKICjoyNmzZqFrl27wtXVFZ999hmMjIwUukBcIpFg2rRp0NfXR4cOHWBubo7vvvuu0fFGREQgKCgI1tbWyMvLg5+fH9zd3ZGdnd3oumsyduxYfP/99/D29oZQKISNjQ13kauvry/69u2Ljh07YtKkSXS9IWlSKioq2L9/P5YvXw49PT1kZmZWeT5pSUkJHj58KHf5BfA6UXNxcYGVlRWGDBmC8PBw2NraAnj9ua+82UsgEODUqVNVHrcSHByMNWvW1Ovgq7Y2Kz19+hQPHz6sVz8tLCwgFAoRExOD7du3QygUwtraWqGY1NXVER4eDn9/fwiFQjg4OAAAOnTogD179mD27NkQiUQ4ffo0Dh8+3KibUQDAwcEBK1aswKeffgpra2v07du3SoIskUjw8OFD7lrqpugnAERGRsLBwaFRN/EQQt4tPEYPpyKEvEOCg4MRFxeHyMhI9OzZs7XDITXIz8/Hhg0bEB0dDbFY3OhT44Q0tW7duuHKlSutHcZ7ia4gJoS8UxYvXoyQkBAsW7bsnfj5PFK9sLAwvHz5EpcvX6bEkJAPDI0cEkIIIeSDQyOHDUcjh4QQQgghhEPJISGEEEII4VBySAghhBBCOJQcEkIIIYQQDiWHhBBCCCGE06rJoVQqxZEjR7hfAakPX1/fKr94UCkxMRHdu3eHjo4ORCIRwhv5xHJfX18sWrSo1nWio6PB4/GQnp7Ozbt+/TqEQiGEQiGUlZXr/CUTd3d3REdHNypWQt51BQUFiI6OrvFB14wxREVF4ZNPPqFH2bzDZsyYAV9fX2RmZrZ2KISQJtYqyWFubi4mTJgAGxsbjBgxArdu3ap3HUZGRjU+xb/yF1YKCgrw7Nkz+Pr6NjLiugkEAnTq1EnuN1U/+ugj7qenevfu3ewxtKaAgAC0bdsWOjo6cHFxwfXr11s7pGYTERGBmzdvtnYYzSohIQH29vbQ1tbGkCFDkJeXp1A5mUyGmTNnQldXF6ampti2bRu37PLlyxg8eDAcHBzw9ddfy/0++JumTZuG3bt3Y9euXQr9Xm9tbdaltn4mJyfD1dUVOjo6sLOzw4ULFxSuVyKRYNGiRdzP5rWEqKgomJiYQE9PDwEBAVD0KWXZ2dkYNGgQtLW14eTkhMTERLnl//zzDz799FMIhUK0b9+e+3nDiIgIuLq6wtXVFXfv3m3y/hBCWhFrBQUFBSwxMZHJZDJmYWHBtm/f3qT1W1paNmmdEyZMYAsXLmxUHW5ubmzJkiV1rrN169ZGtdNa0tLSWHl5OXv58iUbMWIE++KLL1o7pGbTHH+z75LS0lJmZGTEfv/9d1ZSUsKmTJnCxowZo1DZX375hXXv3p0VFBSw69evM319fZacnMwYY+z+/fvs/v37LC0tjQFgjx49qlJ+586drFOnTqy4uFjheGtrs6H9rKioYLa2tmzr1q2soqKC/fHHH8zExISVl5crFFNtfWwON27cYPr6+uzWrVssLy+POTs7s82bNytU1svLi82YMYOVlpay3377jVlYWHD9fPnyJTMzM2MRERGspKSEvXjxgj1+/Fiu/MaNG5mzszOrqKho8n4RUpOvAgLYoMmTq0xfBQRw63Tt2rUVI3y/tcrIoVAohLOzM5SU6t98v379IBQKoa6ujv79+8stmzVrFoRCIR4+fIipU6dyp3RjY2PrrFcmk2H58uXo2LEjBAIBrKyscPLkSW55cXExxo0bB6FQiD59+qCgoAAAsGDBAgiFQmhpadX791GfPXuG//znPxAIBBg+fDgKCwvllvN4PMTGxqJPnz7Q1taGu7s7t+zUqVPo0qULhEIhBg0ahMePHwMA0tPTwePx8Mcff6BLly7Q09Or8vu1iiorK8O6desUWtfS0hJ8Ph8vXrzAo0ePMGzYMIXKubu7Izw8HEOGDIGuri5GjBghN6Lk7u6O0NBQfP3119DV1QWPx+OWpaenw8PDAzo6OnBycsL58+e5ZSkpKejVqxd0dXWhq6uLCRMmyLW7Zs0amJiYQCQS4ZtvvkFZWRmA15cHODg4YPXq1TAyMoKVlRU3khIREQGhUIiMjAy5v6+MjAyF+vq++PPPPyESieDj4wM1NTUsWbIEe/bsUWj0cNOmTfjxxx8hFArh5OSE0aNHY8uWLQCA9u3b1zkSGBYWhoCAALRp00bheGtrsza19TM7OxvJycnw8vICj8eDt7c3SktLcerUqTrrHTVqFBwdHQEAdnZ2EAqF3OvKdu3t7aGnp4d+/fohJSVF4b7WZMuWLRgzZgxX79y5c7Fhw4Y6y2VnZyM2NhaLFy+Gqqoqxo8fDw0NDcTFxQEAtm3bBmNjY/j7+0NNTQ3a2towMjKSq2PixIl48uQJjh8/3uh+EKKoghcvoKujU2UqaMHR+g/Ze3dDilgshkQiQWBgYJVlkZGRkEgkMDc3x8aNG7lTukOHDq2z3p9++gmbNm3C3r178fz5c5w/fx6dOnXilm/evBk+Pj7IzMxERkYGdu3aBQBYsmQJJBIJ/vzzz3r3Zdy4cejYsSNyc3MxefJk3Lt3r8o6QUFBCA8PR1JSElRVVQG83qF/8cUX2LBhA3Jzc6Gnp4fZs2fLlfvtt99w8eJFLF68GEFBQfWKizGGXbt2wd7eHgkJCQqVyc/Ph4aGBkxMTNCjRw+MGTNG4fY2b96MhQsXIjMzE48ePcLq1avllv/8889wd3dHfn4+bGxsuPlffvklPv30U0gkEkyZMgVffPEFZDIZgNe/z9u9e3fk5+cjOzsbP/74I1fu6NGjWLt2LRISEnD37l2cOnUKmzdv5pb/888/ePr0KTIzM9GtWzesWrUKADB79uxq/77Mzc0V7uv7IDExEV26dOFeGxoaQktLC0lJSbWWk0qlSEpKkitra2tb5TRlTZ49e4br169XOehrrjZr66e+vj7atWuHdevWQSqV4vjx43j+/DlSU1PrrHfv3r3cZQe3b9+GRCLhXqempsLLywurVq1CdnY2evfuDU9PT5SXlyvcZ0X6Ymtri+vXr3Ofh5rcuHED+vr60NfXlytbuf3OnTsHW1tbDBs2DCKRCGPGjKlyEKusrAx3d3cuoST/TkVFRcjJyWmxSSaToay8vMokk8m4dQA0awxFRUWtvNWbT/2GuupBKBRWO//kyZPo1q1bczXbYFu2bEFgYCCcnJwAAMbGxnLLx44di8GDBwMAOnTogOzs7Ea19/TpU5w4cQIPHz6EiooKPv/8c7mde6Xly5fjk08+AQD89ddfAF4fzbu4uKBv375cbJMmTZIrFxkZCYFAACcnp3rFevLkSQQGBqJdu3bYt28f7O3tFSqnp6eHwsJCXL16FcOHD0enTp0wc+ZMhcp+8803XB+9vb1x4MABhISEcMvHjBnDjfxVjrJcuXIFd+7cwYULF6CkpARfX198++23SE1NRadOnaCrq4uzZ8/i5MmT8PDwQOfOnbn61q1bh6lTp8LU1BQAMHToUJw9exYzZswAABgYGGDlypVQUlKCo6MjxGKxQv34UOTm5kJDQ0NunqamJrezrUleXh4YY3JlFSlXqXIE1szMTOFYG9Nmbf1UVlbG8ePHMWHCBISHh2P8+PFwdHSs8SYaRe3cuROurq7cviQoKAirVq1CfHx8o65LfrsvmpqakMlkKCgogIGBgcLlKstWbr/c3FxcvXoVf/31F6ytreHp6YkFCxZgzZo1cmXMzMyaZASUvL+Sk5Nx9erVFmuvuLgYrJqDqldSKQ4cOMC9fvP/Tc3Z2fmdzGeaQrMlhxKJpLmqbhaPHj1Chw4dalyuqanJ/Z/H46GioqJR7VV+Edb1g/W6urpV5j148ACnTp3iEvCKigq5060AuB0+j8dT6MJ0qVQKb29vHD9+HAcPHsSAAQMU6YYcJSUldOvWDbNmzUJ0dLTCyeGbN/Ho6OhUuVGhpm1QXFwsN+KhpqbG/d2tXr0aISEhGDduHFRVVREWFgYfHx+urFgsxvLlywEA5eXl6NevH1ePuro6d8lDU7zX76IzZ85UOfUfGBiIwMBAiESiKiNkRUVFEIlEtdZpYGAAHo8ndzStSLlKldu8ur/XwYMH4+LFi3LzJBJJo9qsq5+Ojo64du0at8zExETu760hsrKy5JJfdXV1iEQiZGVlNapekUhUZRvw+fxqPzu1lassW3mzn0AggJubG5ydnQEAfn5+CAsLq1JPRUVFgy4TIh8OW1tbWFhYtFh7e+PjIdDWrjKf9/IlRowYAeD1JSeV/28Obx9YfUho5PD/mJmZ4d69e/U6pdUY2v/3R11YWAiBQAAA3HVvdTE2NsbAgQMVupZSUaqqqli/fj0WL16MqVOnIigoCL6+vuDz+fWuS11dvc7TWTV59OiRQjsYY2NjaGlp1XgQoqWlhVWrViEsLAzbtm3DhAkTMGTIEAgEAhgbG2Py5MkICAhoUIxvJrPvKzc3txq3nbOzMw4fPsy9zs7ORmFhYZ2jyCoqKrC3t0dycjI3UpucnMwlFnWxtLQEj8dDWlqa3CUdAGo8ZdmYNuvTz2vXruHx48cKj+7V9DdiYmIiNxJdWlqK3NzcOg8S6+Ls7Izk5GTudXJyMpycnOr8/Do6OiI/Px95eXlc4pucnMw94cHa2lruznwdHZ1qvxDT09MVurOcfLg0NTXlBlGaG5/Ph0o11/nz+Xy5g0NFD06JvGY71Ku8Huvt6V1MDAFg8uTJWL58OeLj48EYw/Pnz5v1GWsdO3aEmZkZtm7divLycixfvlyh65kAwMfHB6dPn8b+/fshk8kgk8kQHx/f6Jjatm2LX3/9FX/99RdOnDgBR0dHHDx4UKGyV65cQUVFBZ4+fYqNGzdi+PDhCre7Y8cOZGVlISMjA9HR0Rg/fnydZVxcXGBsbIz58+ejuLgYAHDv3j3udNiuXbuQl5cHPp8PQ0NDqKurczc5+Pr6Yu3atdzzNYuKiup1OsTY2BiXLl1CRUUFSktLIZVKFS77PvD09EReXh5iYmIglUqxYMECeHl5yY2axcfHw9LSEhEREXJlp02bhtDQUEgkEty4cQO7d+/G5MmTFWpXX18fPXv25B6VoihF2vT29q7yXNS6+pmYmIiSkhI8f/4c33//PUaMGFHtpR819UVVVZUb7ax8pI23tzfOnz+PkydPQiaTITQ0FGZmZnBxcalXn9/m5+eHmJgYJCUlIT8/HytWrMDUqVPl1omIiIClpaXcvsLQ0BDDhw9HcHAwpFIptm3bhsLCQu6099ixY/H333/jwoULkEql2LRpE7y8vOTqLS0thVgshqenZ6P6QEh9VN588vakq6PT2qF9GFrjFumbN28ygUDABAIB4/F4TENDgwkEAjZ+/HiF61i4cCHz8PCodllDHjVSXl7OQkNDWceOHZmOjg4zNzdnMTExjLHXj7KZO3cut66Hh0eVR9uIxWLG5/NrrL+6R9mcPn2adejQgRkaGrLw8HDWp08fuUfZAGBnz56ttj6xWMx69OjBdHV1mZ6eHhs4cCBjrOojNM6ePcsa+jZfuXKF9e/fX6F1Bw4cyIRCIdPV1WWTJ09mr169Uqicm5sbmzhxIuvUqRMTCoVs8eLFVZbX9AigtLQ0NnToUGZoaMgEAgHr3r07S0lJYYwx5uvry9q1a8cEAgGzt7dnx44dkyv766+/ss6dOzOBQMCMjY3Z/PnzGWOMbd26lVlbW3PrLVmyhLm5ucmVPXPmDOvcuTPT1tZmRkZG7NKlSwr19X2SkJDA7OzsmKamJvvss89YTk6O3HKxWMwAVPkcyGQyNnPmTCYUCpmJiQmLjo7mlq1bt44JBAKmra3NADAdHR0mEAjYpk2buHWOHTvGLCwsmEQiUTjW2tqs5ObmVu3noLZ+Ll26lLVt25bp6emxiRMnssLCQoVjYuz1I3aMjIyYQCBg5ubm3PzY2FhmZ2fHdHV1mZubG7t792696q1JVFQUMzIyYkKhkM2ePZvJZDK55QsXLmQAmFgslpv/7NkzNnDgQKapqckcHBzYlStX5JavW7eOtWvXjgmFQjZlyhRWWloqt3zlypXM3d29SfpASFOiR9k0HI8xBZ+USkgzcHd3h6+vb4s8qJy8H4KDgxEXF4fIyEj07NmztcMhNcjPz8eGDRsQHR0NsVjc6FPjhDS1bt264cqVK60dxnuJriAmhLxTFi9ejJCQECxbtox+Pu8dFhYWhpcvX+Ly5cuUGBLygaGRQ0IIIYR8cGjksOFo5JAQQgghhHAoOSSEEEIIIRxKDgkhhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDCUTg5dHR0BI/HA4/He6d/tWDPnj2wsbGBqqoqtLS0kJmZ2SLtWlpagsfj4eDBg9UuX7RoEXg8HoYPH94i8RBCCCGENISyIivdunULt27d4l7//vvvWLBgQbMF1RjTpk1Dfn4+Ro8ejY4dO0JLS6tF2p05cyYKCgrQqVOnFmmPEEIIIaQ5KDRyuGPHDgBA165dAbxODt/k6+sLHo+HAQMGwMPDAxoaGkhPT0dFRQU2bNgAR0dHaGpqon379li4cCHKy8sBAFu2bIGNjQ20tbWhqqqKDh06YOnSpbXGcuDAAXTr1g3a2tqwtLTE9OnTUVBQAOD16F1+fj4AYPfu3Th37hyEQmGVOipH+SZMmAAnJyd06NABAPDy5UvMmTMHHTp0gKamJhwdHbFr1y6u3PHjx9GnTx8IhUIIhUJ0794dR44cAQD88ssvWLZsGVJSUgAAEokEvr6+0NPTg6mpKfbu3Vsljr///ht9+/aFrq4u2rVrh7FjxyI7OxsAEB0dDR6Phw4dOmDGjBlo164dDA0NsW7dOq58SUkJli1bhs6dO0NDQwOWlpb44YcfAABSqRTLli2Dra0tNDU10alTJ/zyyy+1bltCCCGEkDqTQ8YY/vjjDwDAunXroK+vj5SUlGp/rzA9PR1OTk4ICAiAUChEaGgopk+fDlVVVUydOhV8Ph+LFy/Gzz//DADIyMhA+/btMWXKFIwZMwaPHj3CggULcPjw4WpjiYuLw8iRI5GSkoKvv/4a7dq1w4YNG/Dll18CeD16V2ny5MkYN25crX1LT0/HoEGDMH36dACAl5cXfvrpJ3Tp0gWTJ09Geno6fHx8cPnyZdy+fRuff/45EhISMGrUKHh7e3M/Ol+diRMn4rfffoNAIMAXX3wBZWX5QdqzZ89iwIABSE9Px5gxY2Bra4vff/8dkyZNklvv/v37SElJgYWFBXJycuDv74+cnBwAwIwZMzB//ny8fPkSfn5+cHR0xL59+wAA33zzDebPn4927dph6tSpePHiBWbNmsUtJ4QQQgipFquDWCxmAFjHjh0ZY4xNnTqVAWCzZ8/m1pkwYQIDwPz9/eXKCgQCBoDNmjWLBQUFsWHDhjEArHfv3tw6mZmZbP/+/Wz9+vXM0dGRAWBLliypNpbBgwczAGzp0qWMMcYKCgqYsrIyA8BSUlIYY4wBYADYtWvXauyThYUFA8AOHDjAzbt69SoDwHR1dVlQUBALCgpiH330EQPA5s+fzw4cOMAAMA0NDbZu3Tp25coVVlJSwp49e1alzuzsbC6Ou3fvMsYYW7hwIQPAhg0bxhhjbOjQodzroKAgNmvWLAaAKSkpsdLSUrZ161YGgDk5OTHGGCsuLmZKSkoMADt//jzLyMjg2rh58ybXj1u3brG8vDwGgPH5fDZv3jwWFBTE3NzcGAA2duzYGrcLIYQQ8qHo2rVra4fw3qrzmsPKU8oymQxjx45FWloaAGDnzp1YvXo1+Hx+teWePXuG58+fAwAiIyPllmVlZQEAFixYgGXLloHP58PGxgZ5eXkAwJ12flt6ejoAoGPHjgAAoVAIAwMDPH36FA8fPoSNjU1d3anRvXv3AAAFBQVYtmxZlXjnz5+PQYMG4dixY5gxYwYAQCQSISYmBv3795dbv3Ibqaur13gNYmV7hw4dwqFDh7j5FRUVePr0aZX127RpA01NTbx8+RJSqRSPHj0CAKipqcHBwYFbz97eHgkJCQBev2fLly+v0hdCCCGEkJrUelq5tLSUOw354MED/P7777hw4QIA4OnTpzh16lSNZYVCIdTU1AAACQkJYIxx04ULFyCRSLBs2TIwxnDlyhXcvn0bgwYNqjVYS0tLAK9PtQLA8+fPuYSycllDtWvXDgBgYGCAoqIiLtaKigqEhoYiJycH+/fvx7179xATE4M+ffogJycHS5YsqVKXSCQC8PqawNzc3FrbW7Fihdy2efLkCczNzasto6T0/79dJiYmAF6/R5WJJgCkpKRwdSspKeHJkydy9cfExNR30xBCCCHkX6TWkcM///wTEokE1tbWSE1N5eb7+flhy5Yt2LFjBz799NNqy6qpqWH69OmIiIjAkCFDMHLkSKipqeHatWtQVlZGXFwc1NTUUFJSgg0bNqBt27Y4evRorcF+8803iIuLw/Lly/H06VNcvnwZZWVlGDhwIDea2FC9e/dG165dkZiYiG7dumHgwIEoLCzE2bNn4e3tDUtLS/y///f/MHjwYBgZGXGjovb29lXqsrKywkcffYTr16/js88+Q8+ePavckOLv74/Tp09jwYIFuHbtGkxMTHDv3j2cOHECr169qjNeCwsLjB07Fjt27ICHhwe8vLzw+PFjXL16FampqRg+fDgOHjyIHj16YOjQoZDJZEhISICDgwOio6Mbta0IIYQQ8uGqdeSw8q7koUOHys339PQE8PrO4eLi4hrLr169Ghs2bIC5uTl27dqF//73v3j+/DlGjRoFdXV1/Pe//4WJiQm2bduGpKQkfPzxx7UGO2TIEO45hlFRUcjKysL06dOxc+dOhTpbGz6fj5MnTyIwMBAVFRXYuHEj9u7dC0NDQ/Tt2xdOTk5wcHDA8ePHERERgRcvXiAgIACrV6+utr4//vgDPXr0wJ07d3D58mU4OzvLLR8+fDhOnDiBPn36QCwWY+3atbh161adN9G8adOmTQgJCYGGhgY2btyI8+fPc+9NTEwMwsLCoKOjg61bt2LHjh3g8/n47LPPGr6RCCGEEPLB4zHGWGsHQQghhBDSlLp161btk1VI3ejn8wghhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDCoeSQEEIIIYRwKDkkhBBCCCEcSg4JIYQQQgiHkkNCCCGEEMJp1eRQKpXiyJEjuHHjRr3L+vr6wtLSstpliYmJ6N69O3R0dCASiRAeHl5nfaamphAKhVBXV0f//v3r3WZzaY02m5qlpSVOnz7d2mGQ9wRjDFFRUfjkk0/w4MGD1g7nX+Py5cs4evSowuvPmDEDvr6+yMzMbMaoCCGtoVWSw9zcXEyYMAE2NjYYMWIEbt26Ve86jIyMYG1tXe2yWbNmoWvXrigoKMCzZ8/g6+tbZ32ZmZmQSCQIDAxsUJvNpTXabKiIiAjcvHmztcMgTSAhIQH29vbQ1tbGkCFDkJeXp1A5mUyGmTNnQldXF6ampti2bZvc8qioKFhYWEBXVxeff/45Xr58WaWOadOmYffu3di1axfat2/f6DZrU1s/s7OzMWjQIGhra8PJyQmJiYkK1yuRSLBo0SK8ePFC4TKNFRUVBRMTE+jp6SEgIACMMYXKzZs3DzY2Nujfvz/2799fZTmPx4NQKOSm0tJSAK8/766urnB1dcXdu3ebtC+EvK985szBYD+/KpPPnDmtHVq9tEpyqKysDH9/fzx48ADGxsYNqiM0NBSnTp2qdtnjx4/Ru3dv8Pl8KCkpQV9fvzHhKtRmc2mNNhuKksMPg1QqxYgRIzBv3jzk5ubC1NQU/v7+CpVdv349EhISkJaWhiNHjiAgIIBLHDIzMzFz5kwcPXoUT548wYsXL/Dbb7/Jld+1axfOnDmDgwcPwsrKqtFtNqafM2bMgLW1NfLy8jBnzhx4eXlBJpMpFJNEIkFISEiLJYc3b97E3Llzcfz4caSmpuLMmTOIiopSqOyQIUNw48YNjBgxosZ1JBIJN6mpqQEAVFVVMWXKFMyfPx9jxoxROBkl5ENW8OIFdHV0qkwFLXig2BRaJTkUCoVwdnaGklL9m+/Xr1+Np39nzZoFoVCIhw8fYurUqdyRbmxsbKPiralNqVQKfX19nD9/Xm79Tp06cUlSeno6PDw8oKOjAycnpyrrNqSf0dHRcHBwwOrVq2FkZAQrKyuFRzVSUlLQq1cv6OrqQldXFxMmTOCWvXjxAhMmTEDbtm1haWmJ5cuXczv8RYsWycUxefJkbkQ2IiICQqEQGRkZcts9IyODWz81NRV9+/aFQCDAlClTFIqVtI4///wTIpEIPj4+UFNTw5IlS7Bnzx6FRg83bdqEH3/8EUKhEE5OThg9ejS2bNkCAMjLy4Oamho6deoEdXV1fPzxx9DT05MrHxYWhoCAALRp00bheGtrs6H9zM7ORmxsLBYvXgxVVVWMHz8eGhoaiIuLq7PeUaNGwdHREQBgZ2cHoVDIva5s197eHnp6eujXrx9SUlIU7mtNtmzZgjFjxnD1zp07Fxs2bFCobK9eveq1vd82ceJEPHnyBMePH29wHYQ0l5ycnBadZDIZysrLq0wymaxF2i8qKmqS7abcJLW0ILFYDOB1snLu3Dm5ZZGRkYiMjISlpSWWLl2KsWPHNmubqqqq8PHxwdatW9GrVy8AwP/+9z8IBALuy+DLL7/EyJEjceLECaxfvx5ffPEFHj16BD6f3+B+AsA///yDp0+fIjMzE97e3li1ahV27txZZ1+Cg4PRvXt3nDt3DuXl5bh//z63bNasWXjy5Anu37+PZ8+ewc3NDSYmJnIJZHVmz56N2bNn17rd16xZg9jYWBQVFcHJyQkBAQHo3LlznfGSlpeYmIguXbpwrw0NDaGlpYWkpCS4ubnVWE4qlSIpKUmurK2tLXeq0snJCX379oWfnx8mT56MFy9eYPTo0dy6z549w/Xr12u85rchbTa0n5UHfm+edbC1tUViYiI+//zzWuvdu3cv0tPTYWVlhdu3b8PU1JRblpqaCi8vLxw8eBADBgxASEgIPD09cefOHSgrN3x3nJiYiPHjx8vFev36dchksjr3NXXh8/kwNTWFm5sbd0D6JmVlZbi7uyMuLg6DBg1qVFuENLUDBw60aHvFxcVg5eVV5r+SSlskFmdnZ3Tr1q3R9TRbcigUCqudf/LkySYJ/F3h6+uLfv36ITIyEhoaGtiyZQsmTZoEALhy5Qru3LmDCxcuQElJCb6+vvj222+RmpqKTp06NapdAwMDrFy5EkpKSnB0dOSSybro6uri7NmzOHnyJDw8PLgETSaT4Y8//sBff/0FLS0taGlpYfLkydi+fXudyaEiFi9ezF07qaSkhOzsbEoO31G5ubnQ0NCQm6epqYmcnJxay+Xl5YExJlf27XK2trYwNTVFUFAQOnToAKlUyiVFlSPNZmZmCseqSJs1qa2fZWVlDdoGddm5cydcXV0xePBgAEBQUBBWrVqF+Ph49O7du8H1vt0XTU1NyGQyFBQUwMDAoFExl5eXIzMzEz/88AOGDx+O+Ph48Hg8uXXMzMyaZASUkKZW2+USzWFvfDwE2tpV5vNevmyRWN7ebzVUsyWHEomkuap+p3Tt2hWWlpbYv38/PD09ERcXh7Vr1wIAHjx4gOLiYrnRBzU1tSbZNurq6txpeR6Ph4qKCoXKrV69GiEhIRg3bhxUVVURFhYGHx8f5ObmQiqVyn0xm5mZISsrq9GxAq+/rCrVJ17S8kQiEVJTU+XmFRUVQSQS1VrOwMAAPB5P7rTGm+X27t2L+/fvIywsDNOnT8fIkSPh6+uL3bt3AwD391yfa9fqarM2tfWzrKysyumZoqKiRt8clpWVJfcZU1dXh0gkavTnTCQSVdkGfD4furq6jaq3kqmpKdauXQsDAwOkpqaiY8eOcssrKioadJkQIc1NkX1BU+Lz+VCp5iwAn89v8Vgao9k+zW/e3fbmdOXKleZqstX4+vpi69at+P333zFkyBDo6OgAAIyNjaGlpSV3MXdJSQl69OjRarFqaWlh1apVyMrKQkhICCZMmIDnz5/DwMAAqqqqcl9SmZmZMDExAfA6oXvzS/v58+dV6lZRUWn+DpBm5+zsjOTkZO51dnY2CgsLYW9vX2s5FRUV2Nvby5VNTk6Gs7MzAODvv/+GhYUFgNc7Sj8/Pxw7doxb19LSEjweD2lpaQrHWlebtamtn46OjsjPz5e7zlLReivjqo6JiYncZ6y0tBS5ubnc56yh3u5LcnIynJycGn1K+U2VdVXerfym9PR0he4sJ+RDV3nzyduT7v/lBe+LZksO30yI3pw+pFPKlcaOHYtz584hPDwckydP5ua7uLjA2NgY8+fPR3FxMQDg3r17jT411Ri7du1CXl4e+Hw+DA0Noa6ujjZt2oDP5+Orr75CWFgYioqKkJaWhqioKIwbNw7A6+ux7t69i6dPnyIqKqrai8+NjY1x6dIlVFRUoLS0FFKptKW7R5qAp6cn8vLyEBMTA6lUigULFsDLy0tuBDw+Ph6WlpaIiIiQKztt2jSEhoZCIpHgxo0b2L17N/eZsLOzw549e5Ceno7S0lL8/vvvcgdK+vr66Nmzp1zCqIja2qzk7e1d5XmhtfXT0NAQw4cPR3BwMKRSKbZt24bCwkLudHBd9PX1oaqqiosXLwIAd9eyt7c3zp8/j5MnT0ImkyE0NBRmZmZwcXGpV5/f5ufnh5iYGCQlJSE/Px8rVqzA1KlT5daJiIiApaUl4uPjFa73xYsXePToEWQyGZYsWYLOnTtXuRyktLQUYrEYnp6ejeoDIR+CmPBwxG3eXGWKUeB5y++SVjkPcOvWLbk7WivvcG2Ka9tag6GhIQYPHgxlZWW564aUlZURFxeHW7duwcrKCkKhEGPHjkVBQUGrxXrs2DHY29tDKBQiMDAQe/fuhaqqKoDXN/To6+ujffv2cHd3x9SpU7mL3L29vWFlZYUOHTrg0qVL8Pb2rlL3kiVLcOLECQiFQlhZWTXo4eak9amoqGD//v1Yvnw59PT0kJmZicjISLl1SkpK8PDhwyqXSEybNg0uLi6wsrLCkCFDEB4eDltbW27Z8OHD0bVrV7Rt2xbFxcVVHmUTHByMNWvWVDsyXZPa2qz09OlTPHz4sF79XLt2Le7fvw89PT2sXr0aBw4cUPimEXV1dYSHh8Pf3x9CoRAODg4AgA4dOmDPnj2YPXs2RCIRTp8+jcOHDzfqZhQAcHBwwIoVK/Dpp5/C2toaffv2rZIgSyQSPHz4ECUlJXLzLSwsIBQKERMTg+3bt0MoFHKnz3NyctC7d2/o6+vj+vXrOHToUJVYIyMj4eDgUOvNSoSQ9wuP0cOpCCHvkODgYMTFxSEyMhI9e/Zs7XBIDfLz87FhwwZER0dDLBY3+tQ4IU2tW7duH+SlbC2BriAmhLxTFi9ejJCQECxbtox+Pu8dFhYWhpcvX+Ly5cuUGBLygaGRQ0IIIYR8cGjksOFo5JAQQgghhHAoOSSEEEIIIRxKDgkhhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghnFZNDqVSKY4cOdKgX9Lw9fWt8nNYlRITE9G9e3fo6OhAJBIhXIGfrTE1NYVQKIS6ujr69+9f7zabS2u0SUhrYowhKioKn3zySYs857Ax+6F/i7S0tCq/ZjNjxgz4+voiMzOzlaIihDSXVkkOc3NzMWHCBNjY2GDEiBG4detWveswMjLifuLpbbNmzULXrl1RUFCAZ8+ewdfXt876MjMzIZFIEBgY2KA2m0trtElIQkIC7O3toa2tjSFDhiAvL0+hcjKZDDNnzoSuri5MTU2xbds2bllMTAz3s5lCoRDa2tpo3759lTqmTZuG3bt3Y9euXdUur0+btVF0P5SVlQVtbW1ER0crVC/w+qfqFi1axP2mckuIioqCiYkJ9PT0EBAQAEUfYZudnY1BgwZBW1sbTk5OSExM5Jb9/vvv+OSTT/DJJ59gyZIlcuUiIiLg6uoKV1dX3L17t0n7Qj4sPnPmYLCfX5XJZ86c1g6N1KBVkkNlZWX4+/vjwYMHMDY2blAdoaGhOHXqVLXLHj9+jN69e4PP50NJSQn6+vqNCVehNptLa7RJ/t2kUilGjBiBefPmITc3F6ampvD391eo7Pr165GQkIC0tDQcOXIEAQEBXOLg4+MDiUTCTTNnzsTYsWPlyu/atQtnzpzBwYMHYWVl1eg2a6Pofmj27NmQSqUKxVJJIpEgJCSkxZLDmzdvYu7cuTh+/DhSU1Nx5swZREVFKVR2xowZsLa2Rl5eHubMmQMvLy/IZDIAgJ2dHeLi4rBq1aoq5VRVVTFlyhTMnz8fY8aMUTgZJf8+BS9eQFdHp8pU0IIHT6R+WiU5FAqFcHZ2hpJS/Zvv169fjad/Z82aBaFQiIcPH2Lq1KncCEVsbGyj4q2pTalUCn19fZw/f15u/U6dOuHmzZsAgPT0dHh4eEBHRwdOTk5V1m1IP6Ojo+Hg4IDVq1fDyMgIVlZWckf7tUlJSUGvXr2gq6sLXV1dTJgwAQBw+vRpDBo0iDuNfeXKFVhbW2PSpElc2SVLlsDY2Bg6OjqwsrJCQkICt2zMmDEwMjKCtrY2XFxc8PDhQ4XiIe+eP//8EyKRCD4+PlBTU8OSJUuwZ88ehUYPN23ahB9//BFCoRBOTk4YPXo0tmzZUmW9x48f448//sAPP/wgNz8sLAwBAQFo06aNwvEq2ubbFNkPHTt2DNnZ2fX6jedRo0bB0dERwOvkSigUcq+B19vX3t4eenp66NevH1JSUhSuuyZbtmzBmDFjuHrnzp2LDRs21FkuOzsbsbGxWLx4MVRVVTF+/HhoaGggLi4OAPDRRx/VeXA9ceJEPHnyBMePH290P0jLKSoqQk5OTotMMpkMZeXlVSaZTNas7QKQe11UVNTKW/39odzaAdSXWCwGACxatAjnzp2TWxYZGYnIyEhYWlpi6dKlVUYlmrpNVVVV+Pj4YOvWrejVqxcA4H//+x8EAgH3ZfDll19i5MiROHHiBNavX48vvvgCjx49Ap/Pb3A/AeCff/7B06dPkZmZCW9vb6xatQo7d+6ssy/BwcHo3r07zp07h/Lycty/f59bduHCBURFRaGwsBATJ07E33//jU6dOiEqKgrJyclYsWIF7t69C1NTUzx+/BhqampcWS8vL0RFRUEmk6FXr17YtGkTli1bVmc85N2TmJiILl26cK8NDQ2hpaWFpKQkuLm51VhOKpUiKSlJrqytrS32799fZd1FixbB398f2tra3Lxnz57h+vXrNV7z29g266ukpATfffcd9u7di2+++Ubhcnv37kV6ejqsrKxw+/ZtmJqacstSU1Ph5eWFgwcPYsCAAQgJCYGnpyfu3LkDZeWG744TExMxfvx47rWtrS2uX78OmUxW677mxo0b0NfXl0sAbW1tkZiYiM8//1yhtpWVleHu7o64uDgMGjSowX0gLSs5ORlXr15tkbaKi4vBysurzH8lleLAgQPN2vab9Ts7O6Nbt27N2t6HotmSQ6FQWO38kydPflBvjq+vL/r164fIyEhoaGhgy5Yt3GjblStXcOfOHVy4cAFKSkrw9fXFt99+i9TUVHTq1KlR7RoYGGDlypVQUlKCo6Mjl0zWRVdXF2fPnsXJkyfh4eGBzp07c8vat2+PL774AkeOHMHEiRNhYWGB0tJSAICWlhakUim2bt2KyZMnVzkNN3LkSO7/jo6OyM7OblT/SOvJzc2FhoaG3DxNTU3uSLwmeXl5YIzJla2uXEpKCo4cOYKff/5Zbn5GRgYAwMzMTOFYFW2zIUJDQzFs2DDY2dk1uq5KO3fuhKurKwYPHgwACAoKwqpVqxAfH4/evXs3uN633zNNTU3IZDIUFBTAwMBA4XKVZeu7/czMzJpkBJS0HFtbW1hYWLRIW3vj4yF440CwEu/lS4wYMaLZ2t20aZNc/W//rZOaNVtyKJFImqvqd0rXrl1haWmJ/fv3w9PTE3FxcVi7di0A4MGDByguLpY7KldTU2uSbaOurs6dDuPxeKioqFCo3OrVqxESEoJx48ZBVVUVYWFh8PHxASCf0L+d3JuZmSEuLg5Lly7FkiVLMGzYMKxfv5774tm2bRt+/vlnPHjwAEVFRXKjGOTdc+bMGQwbNkxuXmBgIAIDAyESiZCamiq3rKioCCKRqNY6DQwMwOPx5E7dVFcuODgYkyZNqnLquPLvubpr1wYPHoyLFy/KzZNIJAq3WV+pqanYuXMnrl271qh63paVlSWX/Kqrq0MkEiErK6tR9YpEoirbgM/nQ1dXt17lKsvW9ya4ioqKBl0mRFqPpqYmNDU1W6QtPp8PlWpGxvl8fqM/q3Vp7vo/VDRy2AR8fX2xdetWvHjxAkOGDIGOjg4AwNjYGFpaWu9UoqylpYVVq1YhLCwM27Ztw4QJEzBkyBCFynp4eMDDwwOPHj3C6NGjsXLlSqxcuRLHjx/H7NmzERsbi549e8pdp0jeTW5ubjX+XTo7O+Pw4cPc6+zsbBQWFsLe3r7WOlVUVGBvb4/k5GRuRDo5ORnOzs7cOrdv38a+ffvkLmeoZGlpCR6Ph7S0tCoj65XXwDWkzYa4ePEisrKyuBHywsJCXLp0CQ8fPsTChQvrLK+iolLtfBMTE7lR/tLSUuTm5sLExKRR8To7OyM5OZl7nZycDCcnpzovX3F0dER+fj7y8vK4g9jk5GSFnvDwpvT0dIXuLCf/TjXdfKL7f9+V5N3TbId6b96V+Ob0oSWGADB27FicO3cO4eHhmDx5MjffxcUFxsbGmD9/PoqLiwEA9+7da5JTXg21a9cu5OXlgc/nw9DQEOrq6gpd/H/9+nVcunQJMpkMQqEQGhoa3AFASkoKDAwM0K1bN2RkZODatWt4/vx5M/eENBdPT0/k5eUhJiYGUqkUCxYsgJeXl9wIeHx8PCwtLRERESFXdtq0aQgNDYVEIsGNGzewe/duuc/Eli1bYG9vX+3pLH19ffTs2RPHjh2rV7x1tQkA3t7e9Xpe6Lhx41BYWMjtt3r37o1169YplBgCr/uiqqrKjXZW3rXs7e2N8+fP4+TJk5DJZAgNDYWZmRlcXFwUjq06fn5+iImJQVJSEvLz87FixQpMnTpVbp2IiAhYWloiPj6em2doaIjhw4cjODgYUqkU27ZtQ2FhIXfaWxGlpaUQi8Xw9PRsVB/IhysmPBxxmzdXmWIUeAYxaR2tch7g1q1b3J3EGRkZ3J3FlXfOvm8MDQ0xePBgKCsry103pKysjLi4ONy6dQtWVlYQCoUYO3YsCgoKWi3WY8eOwd7eHkKhEIGBgdi7dy9UVVXrLCeRSDBt2jTo6+ujQ4cOMDc3x3fffQcAGD9+PCwsLGBkZIQJEyYgMDAQ//vf/xAUFNTc3SHNQEVFBfv378fy5cuhp6eHzMxMREZGyq1TUlKChw8fVhl9nDZtGlxcXGBlZYUhQ4YgPDwctra23HKxWFxrIhQcHIw1a9bU6+CirjYB4OnTp1XuoG/O/ZC6ujrCw8Ph7+8PoVAIBwcHAECHDh2wZ88ezJ49GyKRCKdPn8bhw4cbdTMKADg4OGDFihX49NNPYW1tjb59+1ZJkCUSCR4+fIiSkhK5+WvXrsX9+/ehp6eH1atX48CBA1w8Y8aMgVAoxIwZM5CWlsZtrzdHKSMjI+Hg4FDrzUqEkPcLj9HDqQgh75Dg4GDExcUhMjKyXo+QIS0rPz8fGzZsQHR0NMRicaNPjRPS1Lp164YrV660dhjvJbqCmBDyTlm8eDFCQkKwbNmyFvn5PNIwYWFhePnyJS5fvkyJISEfGBo5JIQQQsgHh0YOG45GDgkhhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDCoeSQEEIIIYRwFEoOjxw5And3d+jo6KBNmzZwdHREZGQkKioquHWGDx8OHo+HRYsWcfNOnz4NHo/H/QZvcyovL8eUKVNgYGAAZWXlRv/O5/Xr18Hj8cDj8ZooQkIIIYSQd1+dP+i5adMm7gfcR4wYAQMDA/z+++/w9/fHlStXsG3btmYPUhFxcXHYvHkzBAIBAgIC0KlTp9YOiRBCCCHkvVPryOHLly/xww8/AHj9k1b79+/Hpk2bcPDgQQDA9u3bce7cOSxatAiHDh0CAISEhFQZQWSMYe3atejQoQN0dXURFBTELauoqMCGDRvg6OgITU1NtG/fHgsXLkR5eTkAwNfXFzweDwMGDICHhwc0NDSQnp4uF+fp06cxdOhQAMDz58+xatUq8Pl8XLlyBU5OTtDT04OKigratWuHCRMmoLCwkCt76dIlDBkyBCKRCDo6OujTpw8SExPx8ccfc+u8OYJYWFiI77//Hu3bt4empiacnJzkEuRFixaBx+OhW7duGD58OLS1tXH69Gk8efIEX3/9NUxMTNCmTRt06NAB/v7+Cr1JhBBCCCEtpdbk8OLFi3jx4gUAYNy4cdz8AQMGcL+lGRcXh759+8LGxgYA0KdPHwQFBaFv377c+i9evMDy5cvBGINEIsHy5ctx7do1AEBoaCimT58OVVVVTJ06FXw+H4sXL8bPP/8sF0t6ejqcnJwQEBBQ5TS1hYUFdxq5bdu2CAoKgpOTE3JyctCmTRv4+Phg2rRp4PF42LZtGxYuXAgASE5Oxn/+8x8cPXoUPXv2hK+vL9LT03Hr1i1MnjyZqz8oKIhLaCdOnIjw8HAIBAL4+fkhIyMDEyZMwO+//y4X0+PHj2Fubg5/f39YWFjAy8sL0dHR6NChA6ZNmwZra2v8+eeftW1+QgghhJCWx2qxY8cOBoABYCUlJXLLevTowQAwPz8/xhhjw4YNYwDYwoULuXXEYjEDwLS1tVlZWRkrKytj+vr6DAD7/fffGWOMCQQCBoDNmjWLBQUFcfX07t2bMcbYhAkTGADm7+9fW6hs69atDABzcnKSm//ixQsWFxfHtmzZwry8vBgA5uHhwRhjbNKkSQwAGzlyJLf+y5cvWVpaGrt27RrX90rPnj3j5mVmZjLGGPvll18YANazZ0/GGGMLFy5kANiwYcPk4qjsp6+vL/vrr79Ybm4ue/r0aa19IoQQQkjDdO3atbVDeG/Ves2hSCTi/v/kyRNYWlpyr58+fVplnZooKSlBWfl1U0ZGRsjLy4NUKsWzZ8/w/PlzAEBkZKRcmaysrDrrrUtsbCzGjBmDwsJCWFlZcTFUnrLOyMgAAHTv3p0ro6WlBS0tLVy/fr1KfZWns9u0acONnHbs2BEA8PDhw1pjWblyJfz9/REdHY3o6Gjw+XzMmDGjSr8JIYQQQlpTraeVXV1doaOjAwDYunUrN//kyZNcMjR48ODXFSm9rqoy8aoJn8/n/i8UCqGmpgYASEhIAGOMmy5cuFDfvlSxcOFCFBYWIiIiAg8ePMC8efPkllcmeDdv3uTmlZSUICMjg+vPm32qTI5fvXqFJ0+eAADu378vt6wm/fr1w5MnTxAXF4cffvgBMpkMv/zyC9LS0hrVR0IIIYSQplTryKGWlhZWrVqFqVOnYsmSJUhOToauri53fd348ePRu3dvAIC5uTkA4LfffoOSkhL69+9fZ+NqamqYPn06IiIiMGTIEIwcORJqamq4du0alJWVIRaLG9U5gUAA4PWjeEpLSxETEyO3PCAgALt27cIff/yBV69ewdLSEn/++SeCgoIwdOhQKCkpoaKiAuPGjYOdnR3mz58PLy8v7Nu3D0OGDIGbmxt3M8rMmTNrjcXW1hb9+/eHg4MDHj9+DADQ09ODsbFxo/pICCGEENKU6nzO4ZQpU3D48GH06dMHcXFx+O2332BlZYU1a9bIjSbOmTMHbm5uyMvLw+rVq6s9LVud1atXY8OGDTA3N8euXbvw3//+F8+fP8eoUaMa3KlKP//8M5ycnHDmzBns378fLi4ucssdHBwgFosxcOBAnDt3Dps3b4aenh7s7Oygp6eH8PBwGBsbY+/evfj1118BvB5B/e6771BQUIBNmzbBzMwM27Ztg7e3d62xjBs3Dv/88w/Wrl2L48eP47PPPsOpU6e4kVNCCCGEkHcBjzHGWjsIQgghhJCm1K1bN1y5cqW1w3gv0c/nEUIIIYQQDiWHhBBCCCGEQ8khIYQQQgjhUHJICCGEEEI4lBwSQgghhBAOJYeEEEIIIYRDySEhhBBCCOFQckgIIYQQQjiUHBJCCCGEEE6rJodSqRRHjhzBjRs36l3W19cXlpaW1S5LTExE9+7doaOjA5FIhPDw8EZGSghpKYwxREVF4ZNPPsGDBw9aO5x/jcuXL+Po0aMKrz9jxgz4+voiMzOzGaMihLSGVkkOc3NzMWHCBNjY2GDEiBG4detWveswMjKCtbV1tctmzZqFrl27oqCgAM+ePYOvr28jI26ciIgI3Lx5s0nrlEgkWLRoEV68eNGk9V6/fh2RkZFNWid5/yQkJMDe3h7a2toYMmQI8vLyFConk8kwc+ZM6OrqwtTUFNu2bZNb3rNnT+jr60MgEGDEiBGQSCRV6pg2bRp2796NXbt2oX379o1usza19fP06dNQVlaGUCiEUCjEgAEDFK63uT6ftYmKioKJiQn09PQQEBAARX8Zdd68ebCxsUH//v2xf/9+uWW1bduIiAi4urrC1dUVd+/ebdK+EEJaGWsFBQUFLDExkclkMmZhYcG2b9/epPVbWlo2eZ2N0Rx9TEtLYwDYo0ePmrTerVu3Mmtr6yatk7xfSktLmZGREfv9999ZSUkJmzJlChszZoxCZX/55RfWvXt3VlBQwK5fv8709fVZcnIytzw1NZUxxlhWVhYzNzdnv/76q1z5nTt3sk6dOrHi4mKF462rzYb2UywWMzc3N4XjeFNzfT5rcuPGDaavr89u3brF8vLymLOzM9u8ebNCZc+dO8eKi4vZhAkT2KRJk+SWKbJtN27cyJydnVlFRUWT9YeQptC1a9dal38VEMAGTZ5cZfoqIKCFInx3tUpy+Kb6Jk7u7u5MIBAwNTU15uHhIbds5syZTCAQMB6PxzQ0NJhAIGACgYAdOnSoznoBsP379zNHR0emr6/PfvzxxyrLDx06xHr37s20tLS4L42Kigq2bNkyZmFhwQwNDdn48ePZ8+fPGWOMrVmzptp4Hj58yBhj7NWrV2zSpElMV1eXmZqasg0bNnDtFRUVsdGjRzMDAwOmra3NHBwc2KtXrxhjjHl5eTFtbW0GgOno6DCBQMAcHBy4sj4+Pqxdu3ZMS0uL9ejRg6Wnp8tt71WrVrG+ffsyHR0d5ufnxy1r27Yta9OmDVNSUuJinT59uiJvC/mA7Nu3jzk6OnKvnz17xlRVVVlubm6dZR0cHNj+/fu519OnT2dz5sypst6lS5eYqalplUTjo48+Yhs3bqxXvIq2+ba6+tnQ5LCuz+fhw4eZnZ0d09XVZe7u7uzu3bv1buNtM2fOZLNmzeJe79q1q84vxrdVlxwqsm3LysqYkZERi4uLa0DkhDSfuj4DlYng29OgyZNbKMJ313t3Q4pYLIZEIkFgYGCVZZGRkZBIJDA3N8fGjRshkUggkUgwdOhQheresmULjh07hoSEBERGRkIsFsstDwoKQnh4OJKSkqCqqgoA+O2337Bu3TqcOnUK9+/fx5MnT+Dv7w8AmD17drXxmJubAwCCg4ORm5uLx48f49ChQ/D398ft27e5ejMyMpCRkYHnz59j586dUFFRAQDs3buXO019+/ZtSCQSudPWXl5eSEtLw9OnT1FSUoJNmzbJ9ePXX3/Fxo0bcf78eWzevJk7JfT06VOsW7cOVlZWXKzr1q1TaNuRD0diYiK6dOnCvTY0NISWlhaSkpJqLSeVSpGUlCRX1tbWFomJidzr2NhYqKqqomfPnli9ejU6d+7MLXv27BmuX7+O/v37KxyrIm3WpK5+8ng8XLhwATY2NggKCkJpaalCMdX2+UxNTYWXlxdWrVqF7Oxs9O7dG56enigvL1e4z4r0xdbWFtevX4dMJmtwnYpuW2VlZbi7uyMuLq7BbRFSVFSEnJycJp0A1LpcJpOhrLy8yiSTyZo8luqmoqKiVt7qNVNuroqFQmG180+ePIlu3bo1V7ONEhYWBiMjIwCAu7s7Tp48iX79+nHLly9fjk8++QQA8NdffwEAduzYAT8/P+76x3nz5mHgwIGIioqCklLNuTdjDOvXr8epU6egrq4OZ2dnODo64ty5c7Czs4Ouri5SU1OxZ88ejBo1Sm4HXZeRI0dy/3d0dER2drbc8h9//JH7UlZSUkJ2drbclzT5d8vNzYWGhobcPE1NTW5nW5O8vDwwxuTKvl1u6NChKCwsxMGDBzFhwgR06NABXbt2BQBkZGQAAMzMzBSOVZE2a1JXP93c3PDq1SskJSVh/PjxkEqlWLVqlcKxVWfnzp1wdXXF4MGDAbw+4Fy1ahXi4+PRu3fvBtf7dl80NTUhk8lQUFAAAwODBtVZn21rZmaGlJSUBrVDCAAkJyfj6tWrTV7vgQMHalxWXFwMVs2B2SuptNZyTcXZ2fmdzYeaLTms7kLzd13lyBwA6Ojo4OXLl3LLdXV1q5TJysqS+zIzMzODVCpFTk4O2rZtW2NbOTk5KCwsxIABA8Dj8QC8PlKvvIDd29sbBQUFCAsLwzfffIOZM2diyZIl4PP5dfZj27Zt+Pnnn/HgwQMUFRVh/Pjxcsvf3NnzeDxUVFTUWSf59xCJREhNTZWbV1RUBJFIVGs5AwMD8Hg8uaPh6sqpqqpi9OjRiI6ORkxMDJccVh5MsWpupBg8eDAuXrwoN08ikSjcZkP7yefz4eTkhODgYMyaNavRyeHb+wt1dXWIRCJkZWU1ql6RSFRlG/D5/Gr3WYqqz7atqKio9WCYkLrY2trCwsKiSevctGkTRowYUePyvfHxEGhrV5nPe/my1nJN5e2D03cJjRzW4NGjR9yXVm1MTEzkduyZmZlQVVWV24G+mXRW0tfXh6qqKsRiMZydnaute/r06Zg+fTouXbqEwYMHo3fv3vjss89qrBMAjh8/jtmzZyM2NhY9e/bEpEmT6uzDm2qql/x7ODs74/Dhw9zr7OxsFBYWwt7evtZyKioqsLe3R3JyMjcSnZycXOPft7q6utxpT0tLS/B4PKSlpaFTp05y69Z0yrK+bTa0n3w+X+HTypVxVcfExETucpXS0lLk5ubCxMRE4bqr4+zsjOTkZO51cnIynJycFDqYrEl9tm16erpCd5YTUhNNTU1oamo2eb21HSjy+XyoKFdNg/h8vkIHmB+yZjvUq7xm7e3pXU4M165di6KiIpw6dQqXL1+Gt7d3nWXGjh2LqKgopKeno6ioCKGhofDx8ZE7ijY2NsalS5dQUVGB0tJSSKVS8Pl8jBs3DgsWLMCTJ08AvP5yunfvHoDXSd79+/cBvD6Cr3ykRqXK5LJyNKVyxDElJQUGBgbo1q0bMjIycO3aNTx//lzhbWBsbIzs7Gzu+XIt+SgO8m7w9PREXl4eYmJiIJVKsWDBAnh5eUFfX59bJz4+HpaWloiIiJArO23aNISGhkIikeDGjRvYvXs3Jk+eDAAoLCzEnTt3AACXLl3CsWPHMHz4cK6svr4+evbsiWPHjtUr3trarOTt7V3luah19fPRo0d48eIFXrx4gZ9++kku1rrU9Pn09vbG+fPncfLkSchkMoSGhsLMzAwuLi716vPb/Pz8EBMTg6SkJOTn52PFihWYOnWq3DoRERGwtLREfHy8wvUqsm1LS0shFovh6enZqD4Q0tJ0dXRQ8OJFlUlXR6e1Q2t9rXEXzM2bN7m7Yd+8k3f8+PEK17Fw4cIqdytXasijYwCwOXPmMCMjI2Zqasr+/PPPKsvPnj1bpVxFRQVbunQpMzc3Z4aGhmzcuHHc3cqVzpw5wzp37sy0tbWZkZERu3TpEmOMscLCQjZz5kxmYWHBdHR0mI2NDdu7dy9jjLHIyEhmbW3NdHR0mJmZGVu1alWVtn/55RdmZGTEBAIBMzc3Z4y9fkxQ//79mVAoZH369GExMTHM0NCQzZs3r9ptw+fzmVgsluuPr68v09XVZXp6euyrr76q13YkH4aEhARmZ2fHNDU12WeffcZycnLklovFYgaALVy4UG6+TCZjM2fOZEKhkJmYmLDo6Ghu2dOnT7m/aRMTE7ZmzZoq7R47doxZWFgwiUSicKy1tVnJzc2NVbe7q62fu3btYiKRiBkYGLCvv/6avXjxQuGYGKv+88kYY7Gxsdzdym5ubk1ytzJjjEVFRTEjIyMmFArZ7NmzmUwmk1u+cOFCBkDu884YY+bm5kwgEDAVFRWmqqrKBAIBa9++PWNMsW27cuVK5u7u3iR9IKQp1feOffL/4zGm4JNSP3CVp7Nq+tUVQkjLCA4ORlxcHCIjI9GzZ8/WDofUID8/Hxs2bEB0dDTEYnGjT40T0tS6deuGK1eutHYY7yW6gpgQ8k5ZvHgxQkJCsGzZMvr5vHdYWFgYXr58icuXL1NiSMgHhkYOCSGEEPLBoZHDhqORQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDCoeSQEEIIIYRwKDkkhBBCCCEcSg7/j6mpKYRCIdTV1dG/f//WDqfR0tPTwePxEB0d3dqhECKnoKAA0dHRNf7mN2MMUVFR+OSTT+gh2O+wGTNmwNfXF5mZma0dCiGkiTVbcsgYw9y5c2FkZAShUIguXbrgyJEjzdVco2VmZkIikSAwMLC1Q2kSKioq6NSpEwQCQWuHQt5DCQkJsLe3h7a2NoYMGYK8vDyFyslkMsycORO6urowNTXFtm3buGWXL1/G4MGD4eDggK+//hovX76sto5p06Zh9+7d2LVrF9q3b9+oNutSWz8dHR0hFAq5SUVFReG6JRIJFi1ahBcvXigcS2NFRUXBxMQEenp6CAgIgKK/b5CdnY1BgwZBW1sbTk5OSExM5JZVVFTgm2++Qbt27WBgYIC5c+dyyyIiIuDq6gpXV1fcvXu3yftDSFMY7OdXZfKZM6e1w3rnNVtyuH//fhw6dAjXr19HQUEBDh8+jI4dOzZXc+QtJiYmuHv3LkaMGNHaoZD3jFQqxYgRIzBv3jzk5ubC1NQU/v7+CpVdv349EhISkJaWhiNHjiAgIIBLHPT19fHrr7/i3LlzNZbftWsXzpw5g4MHD8LKyqrRbTamnzdv3oREIoFEIkFqaiqMjY3x+eefKxSTRCJBSEhIiyWHN2/exNy5c3H8+HGkpqbizJkziIqKUqjsjBkzYG1tjby8PMyZMwdeXl6QyWQAXr8fYrEYKSkpuHbtGjZv3oykpCQAgKqqKqZMmYL58+djzJgxCiejhLQkXR2dKlNBCx60va+aLTl8+PAh9PT00LZtW/B4PFhbW8PGxgYAcPr0aVhYWOD333+Hubk5zMzMsH//fq5sSkoK+vXrBz09Pdjb2+PPP//klrm7u2Pp0qXc6w4dOsidOl2yZAmMjY2ho6MDKysrJCQkcMvGjBkDIyMjaGtrw8XFBQ8fPmxUH3ft2oXBgwcDAO7du4djx44BeJ0Yz549u842Hzx4gB49ekBXVxfjx4/Hf/7zH7m+rFmzBiYmJhCJRPjmm29QVlZWZ0zHjx/nRjp4PF6VL2JLS0usXr0abm5uEAgEmDJlitzyQ4cO4eOPP4ZQKETbtm2xYsUKAK9HgpcvXw5LS0u0bdsWEyZM4L743N3dsXbtWhgbGyM0NBTz58+HkZERbt68CQAoKSnB5MmToaenBzMzM2zcuLEeW5m0tD///BMikQg+Pj5QU1PDkiVLsGfPHoVGDzdt2oQff/wRQqEQTk5OGD16NLZs2QIAaN++fZ0jgWFhYQgICECbNm0Ujre2NmtTn34uXboU33zzDfT09Oqsd9SoUXB0dAQA2NnZQSgUcq8r27W3t4eenh769euHlJQUhftaky1btmDMmDFcvXPnzsWGDRvqLJednY3Y2FgsXrwYqqqqGD9+PDQ0NBAXF8ctb9++PQQCAczMzGBpaVnlbMTEiRPx5MkTHD9+vNH9IB+uoqIi5OTktOgEAGXl5VUmmUzWIu0XFRW18lZvOOXmqvjLL7/ETz/9hKFDhyIsLAxdunSRW56bm4vLly8jJSUFhw4dgq+vLzw8PKCpqYnPP/8c3t7eOHHiBE6cOIHhw4fjzp07sLa2rrXN5ORkrFixAnfv3oWpqSkeP34MNTU1brmXlxeioqIgk8nQq1cvbNq0CcuWLWtwH7t06cLt2H/55Rfs3r0bz549w507d7gvg9ranDZtGnr06IFz587h6NGjGD16NMaPHw8AOHr0KNauXYuEhAS0adMGvXr1wubNmzFjxoxaYxo4cCAkEgkAgMfjVbvOr7/+iri4OJSXl8PBwQEBAQHo3LkzLl26hNGjR+OPP/7AsGHDUFxcjEePHgEAfvvtN6xbtw5nzpxB27ZtMXLkSPj7+2Pr1q0AgH379uHQoUMYMGAA5s2bh7Fjx+Lo0aNwdHREcHAwcnNz8fjxY9y5cweurq7o3bs37OzsGrztSfNJTEyU+7waGhpCS0sLSUlJcHNzq7GcVCpFUlKSXFlbW1u5A7/aPHv2DNevX6/XNb+NaVPRfqanp+PgwYMKnzrdu3cv0tPTYWVlhdu3b8PU1JRblpqaCi8vLxw8eBADBgxASEgIPD09cefOHSgrN3x3nJiYyO07gNfb4Pr165DJZODz+TWWu3HjBvT19aGvry9XNjExEZ9//jnGjh2LtWvXYt26dWjTpg2++uormJmZydWhrKwMd3d3xMXFYdCgQQ3uA/mwJScn4+rVqy3erqSgoMq8V1IpDhw40OxtOzs7o1u3bs3eTnNotuTQxMQEN2/exOLFi9G9e3eMHDkSP/30E0QiEQCgTZs2WLNmDXg8Hr788kv4+fnh0qVLaNOmDTIzMzF//nwoKytj8ODB6NmzJ/744w/Mnz+/1ja1tLQglUqxdetWTJ48GcbGxnLLR44cyf3f0dER2dnZjepjp06dkJWVhZKSEiQnJ+Ojjz5Camoq7ty5w+0ka2rz2bNnOHHiBDZt2gQVFRUMGzZMbqe7bt06TJ06lftiGTp0KM6ePVtncqiIH3/8EZ07dwYAKCkpITs7G507d0ZUVBRGjBjBxaytrc19ee7YsQN+fn5cgj5v3jwMHDiQO3Xl7+8PkUgEZWVlfPfdd1i2bBlKSkrAGMP69etx6tQpqKurw9nZGY6Ojjh37hwlh++o3NxcaGhoyM3T1NTkjsRrkpeXB8aYXFlFylXKyMgAgCrJR3O1qWg/FyxYgJkzZ0JdXV3huGqyc+dOuLq6cmccgoKCsGrVKsTHx6N3794NrvftvmhqakImk6GgoAAGBgYKl6ssW7kN1NTU0K1bN7Rp0wYrV67E9OnTq63HzMysSUZAyYfL1tYWFhYWLdrmpk2bINTVrTKf9/Jli1xy9fZn633SbMkhAOjp6SEiIgI//PADfH19MXDgQO5iZ2VlZW5ki8fjQVtbGy9fvkR+fj5EIpHciJ+ZmRmysrLqbM/MzAxxcXFYunQplixZgmHDhmH9+vXcznHbtm34+eef8eDBAxQVFckdaTeEqqoqrKyscPXqVWhra8PR0RGXLl1CSkoKl/jU1GZ6ejoAwNzcvNq6Hzx4ALFYjOXLlwMAysvL0a9fv0bFW+nNP1gej4eKigoAwKNHj+Ds7FxtmaysLLkvbTMzM0ilUu5LRCgUAnidoKuoqHDr5eTkoLCwEAMGDODeb6lU2qIX6pP6EYlESE1NlZtXVFTEHdjVxMDAADweT+5UiiLlKikpvb7Kpbpr1wYPHoyLFy/KzZNIJI1qU5F+JiUlITY2FmvXrlWoD3V5+3Okrq4OkUik0P6tNiKRqMo24PP50K3mi7G2cpVlKw8CAwMD0bt3b3z99dfw9PRE9+7doaysXOUgtaKignv/CKmOpqYmNDU1W7xdlWpG5Pl8vsL7pX+rFvk0m5iYYNWqVbh27Vq1j68oKSlBTk4OLCwsYGJigpycHEilUm55ZmYmTExMALxOZiq/PMrLy6vs2Dw8PCAWi3H//n1kZmZi5cqVAF5fizd79mz8/PPPyM3NhY+PT5P0rUuXLoiOjkbPnj3Ro0cPxMfHgzGGNm3a1Nqmjo4OAMhtj9LSUu7/xsbGWLJkCXdBfGFhIQ4fPtwkMdfEzMwM9+7dq3aZiYmJ3BdYZmYmVFVV6/yA6evrQ1VVFWKxmOtLcXExfvjhhyaNnTQdZ2dnJCcnc6+zs7NRWFgIe3v7WsupqKjA3t5ermxycnKNBxxvs7S0BI/HQ1paWpVlcXFx3N9P5dTYNhXp55IlSzBq1Kh63/X/5gHSm97+HJWWliI3N5fbvzXU231JTk6Gk5NTraeUgddnM/Lz8+Wus3xz+/3999/caI+BgQG8vLy4a6vflJ6ertCd5YS0tIIXL6pMuv/3/Utq1mzJYVxcHM6fPw+pVIqSkhJs3rwZ9vb23AhTXl4eoqOjUVZWhhUrVqBTp05wdnaGi4sLTE1NERYWBplMhr/++gsXL17EV199BeD1dUEJCQnIz8/HN998I/c4jOvXr+PSpUuQyWQQCoXQ0NDg2ktJSYGBgQG6deuGjIyMGhPV+urSpQt27tyJ3r17o0ePHti7dy93V3ZtbdrY2MDCwgKbNm1CWVkZgoKCUFBQwO3MfX19sXbtWty4cQPA66P55r5eY+LEiThw4AB27NiBsrIySKVS3L59GwAwduxYREVFIT09HUVFRQgNDYWPj0+dowV8Ph/jxo3DggUL8OTJEwCvv4RrSkJJ6/P09EReXh5iYmIglUqxYMECeHl5yV2XFh8fD0tLS0RERMiVnTZtGkJDQyGRSHDjxg3s3r0bkydPVqhdfX199OzZs9rkozaKtOnt7Q1LS8t69TMvLw8HDhyAp6dnveKp7Iuqqio32lk5Uu7t7Y3z58/j5MmTkMlkCA0NhZmZGVxcXOrdxpv8/PwQExODpKQk5OfnY8WKFZg6darcOhEREbC0tER8fDw3z9DQEMOHD0dwcDCkUim2bduGwsJC7rS3nZ0d1q9fj8LCQjx9+hRHjx5Fjx495OotLS2FWCxu0HYipLnFbd5cZYoJD2/tsN59rJnExMQwR0dHpqmpyUQiEfP09GSpqamMMcbEYjEzMTFhX3/9NRMKhaxr167sn3/+4crevXuXubm5MV1dXWZnZ8diY2O5ZZcvX2YWFhZMJBKxtWvXMjs7O7Z161au3o8//pgJBAJmaGjIfH19WXFxMWOMsYKCAta/f38mFApZnz59WExMDDM0NGTz5s2Ti3vhwoXMw8OjXv1UV1dnpaWljDHGrK2t2dKlSxVqUywWM2tra2ZoaMiWLVvGbGxs5Pr666+/ss6dOzOBQMCMjY3Z/PnzFY6LMcYAsLNnz8rNs7CwYNu3b+de8/l8JhaLudeHDh1izs7O3Db8/vvvGWOMVVRUsKVLlzJzc3NmaGjIxo0bx54/f84YY8zNzY2JxWKWlpbGLCwsGGOvt+PChQsZY4wVFhaymTNnMgsLC6ajo8NsbGzY3r1769UX0rISEhKYnZ0d09TUZJ999hnLycmRWy4WixkA7j2uJJPJ2MyZM5lQKGQmJiYsOjqaW7Zu3TomEAiYtrY2A8B0dHSYQCBgmzZt4tY5duwYs7CwYBKJROFYa2uzkpubG6tud1dbPw8cOMAAsCdPnigcy5t++eUXZmRkxAQCATM3N+fmx8bGMjs7O6arq8vc3NzY3bt3G1T/26KiopiRkRETCoVs9uzZTCaTyS1fuHAhAyD3eWeMsWfPnrGBAwcyTU1N5uDgwK5cucIte/LkCfv888+ZtrY2E4lEzN/fn0mlUrnyK1euZO7u7k3SB0KaUteuXVs7hPcWj7GWfzjV6dOn4evry11392/15MkT7iYOsViMYcOGIS0tTW6EhpB/m+DgYMTFxSEyMhI9e/Zs7XBIDfLz87FhwwZER0dDLBY3+tQ4IU2tW7duuHLlSmuH8V5q1htSSO1+/vlnbN26FWVlZTAzM8OuXbsoMST/eosXL4aLiwuWLVuGyMhIupbtHRUWFgY+n4/Lly/TLzER8oFplZFDQgghhJDmRCOHDUfPHiCEEEIIIRxKDgkhhBBCCIeSQ0IIIYQQwqHkkBBCCCGEcCg5JIQQQgghHEoOCSGEEEIIh5JDQgghhBDCadXkUCqV4siRI9zvB9eHr69vld9KrZSYmIju3btDR0cHIpEI4c34O4pr166FUCiEUCgEj8fDuXPnmq0tQv4NGGOIiorCJ598ggcPHjR7e3Xthy5fvoyjR482exzvmxkzZsDX1xeZmZmtHQohpIm1SnKYm5uLCRMmwMbGBiNGjMCtW7fqXYeRkRGsra2rXTZr1ix07doVBQUFePbsGXx9fRsZcc2+/fZbSCQSSCSSZmuDkJaWkJAAe3t7aGtrY8iQIcjLy1OonEwmw8yZM6GrqwtTU1Ns27at2vW+++67Gg/upk2bht27d2PXrl0K/TqKom2+ra790Lx582BjY4P+/ftj//79CtVZSSKRYNGiRXjx4kW9yjVGVFQUTExMoKenh4CAACj6+wbZ2dkYNGgQtLW14eTkhMTExCrrVFRUoHv37nL70oiICLi6usLV1RV3795tqm4QAp85czDYz6/K5DNnTmuH9q/RKsmhsrIy/P398eDBAxgbGzeojtDQUJw6daraZY8fP0bv3r3B5/OhpKREP0lHSD1IpVKMGDEC8+bNQ25uLkxNTeHv769Q2fXr1yMhIQFpaWk4cuQIAgICqiQON27cwKZNm6otv2vXLpw5cwYHDx6ElZVVk7VZnbr2Q0OGDMGNGzcwYsQIheJ4k0QiQUhISIslhzdv3sTcuXNx/PhxpKam4syZM4iKilKo7IwZM2BtbY28vDzMmTMHXl5ekMlkcuusX78eN2/elJunqqqKKVOmYP78+RgzZozCySghdSl48QK6OjpVpoIWPNj6t2uV5FAoFMLZ2RlKSvVvvl+/fhAKhVBXV0f//v3lls2aNQtCoRAPHz7E1KlTudO9sbGxtda5aNEiBAYGomvXrvjss89w+PBhGBoacjvXU6dOwdHREbq6uhCJRFi5cqXC8aanp8PDwwM6OjpwcnLC+fPn691nQlrSn3/+CZFIBB8fH6ipqWHJkiXYs2ePQqOHmzZtwo8//gihUAgnJyeMHj0aW7Zs4ZYzxjBjxgwEBARUWz4sLAwBAQFo06aNwvHW1WZN6toP9erVq15xVBo1ahQcHR0BAHZ2dhAKhdxr4PX2tbe3h56eHvr164eUlJR6t/G2LVu2YMyYMVy9c+fOxYYNG+osl52djdjYWCxevBiqqqoYP348NDQ0EBcXx63z7Nkz/PTTT5g8eXK1dUycOBFPnjzB8ePHG90P8u4qKipCTk5Oi0wymQxl5eVVJplMVq96ADQqjqKiolbe6q1HubUDqC+xWAzgdUL39vV9kZGRiIyMhKWlJZYuXYqxY8cqXO+2bdtw9uxZ9OzZE7t378aWLVuwbt06TJo0CQKBAPv27UPHjh2xY8cOfP3115g5c6ZCXxxffvklRo4ciRMnTmD9+vX44osv8OjRI/D5/Pp1nJAWkpiYiC5dunCvDQ0NoaWlhaSkJLi5udVYTiqVIikpSa6sra2t3CnZLVu2wNLSEh4eHti+fbtc+WfPnuH69etVDvpqo0ibLW3v3r1IT0+HlZUVbt++DVNTU25ZamoqvLy8cPDgQQwYMAAhISHw9PTEnTt3oKzc8N1xYmIixo8fz722tbXF9evXIZPJat3X3LhxA/r6+nJnV2xtbZGYmIjPP/8cABAQEIDAwEBkZWVV+2WprKwMd3d3xMXFYdCgQQ3uA3m3JScn4+rVqy3SVnFxMVh5eZX5r6RSHDhwoF511Xf9Nzk7O6Nbt24NLv8+a7bkUCgUVjv/5MmT7+TGHj16NKytraGhoYE5c+ZAIpGgpKQEAOTidXV1RXl5OfLz82FiYlJrnVeuXMGdO3dw4cIFKCkpwdfXF99++y1SU1PRqVOnZu0PIQ2Vm5sLDQ0NuXmamprckXhN8vLywBiTK/tmudzcXISFheH8+fPVnvbNyMgAAJiZmSkca11tvmt27twJV1dXDB48GAAQFBSEVatWIT4+Hr17925wvW+/Z5qampDJZCgoKICBgYHC5SrLVm4/sViMtLQ07NixAyEhITXWY2Zm1iQjoOTdZWtrCwsLixZpa298PATa2lXm816+rNdlHps2bWrQZSGV3v5s/Js0W3L4vt2g8WYyKxQK5eLPyspCYGAgTp8+jYKCAgBQ6PqaBw8eoLi4WO6oXE1N7b3bNuTDc+bMGQwbNkxuXmBgIAIDAyESiZCamiq3rKioCCKRqNY6DQwMwOPx5EaX3iw3d+5cBAQEoF27dtUmh5Wnd6v7bA0ePBgXL16UmyeRSOps812TlZUll/yqq6tDJBIhKyurUfWKRKIq24DP50NXV7de5SrLWltbo6ysDLNmzcKOHTvA4/FqraeioqJBlwmR94empiY0NTVbpC0+nw+VakbS+Xx+vT/b7+q+4F1HI4cKqLyG6Nq1aygsLFT4QnljY2NoaWlRMkjeOW5ubjX+XTo7O+Pw4cPc6+zsbBQWFsLe3r7WOlVUVGBvb4/k5GR07twZwOtTUc7OzgCAc+fOYd++fQgKCkJ5eTmKi4shFArx7NkzqKmpwdLSEjweD2lpaVVG1t+8Bq4+bbYWFRWVauebmJhwl8YAQGlpKXJzc+s8C1EXZ2dnJCcnc6+Tk5Ph5ORU5+Urjo6OyM/PR15eHncQm5ycDF9fXzx+/Bj379/nLiUoKSlBRUUFsrKycOLECbl60tPTFbqznBBF1HTzia6OTitE8+/UbId6lY93eXt63xJDAEhJScEnn3wid3PL8+fP6yzn4uICY2NjzJ8/H8XFxQCAe/fuvbOnvAgBAE9PT+Tl5SEmJgZSqRQLFiyAl5eX3Ah4fHw8LC0tERERIVd22rRpCA0NhUQiwY0bN7B7927uRoaUlBRuP/Dnn3/C3NwcEokEampqAAB9fX307NkTx44dq1e8tbVZydvbu8ZH5zQHfX19qKqqcqOdlXcte3t74/z58zh58iRkMhlCQ0NhZmYGFxeXRrXn5+eHmJgYJCUlIT8/HytWrMDUqVPl1omIiIClpSXi4+O5eYaGhhg+fDiCg4MhlUqxbds2FBYWYvDgwbCwsEBxcTH3ngUGBsLHx6dKYlhaWgqxWAxPT89G9YGQSjHh4YjbvLnKFNOMzywm8lrlPMCtW7e4O4kzMjK4O4snTJjQGuHUKSIiAkFBQdzjHvz8/ODu7o7s7OxayykrKyMuLg63bt2ClZUVhEIhxo4dy52aJuRdWiP4kAAABtdJREFUpKKigv3792P58uXQ09NDZmYmIiMj5dYpKSnBw4cPq4w+Tps2DS4uLrCyssKQIUMQHh4OW1tbhdsODg7GmjVrFDr4qk+bT58+xcOHD+Xm1bUfsrCwgFAoRExMDLZv3w6hUFjjs1Xfpq6ujvDwcPj7+0MoFMLBwQEA0KFDB+zZswezZ8+GSCTC6dOncfjw4UbdjAIADg4OWLFiBT799FNYW1ujb9++VRJkiUSChw8fctdSV1q7di3u378PPT09rF69GgcOHKhXPJGRkXBwcKj1ZiVCyPuFx+jhVISQd0hwcDDi4uIQGRmJnj17tnY4pAb5+fnYsGEDoqOjIRaLG31qnJCm1q1bN1y5cqW1w3gv0RXEhJB3yuLFixESEoJly5a1yM/nkYYJCwvDy5cvcfnyZUoMCfnA0MghIYQQQj44NHLYcDRySAghhBBCODRySAghpNkMGjQIubm5rR2GnJycnH/d8++oz/8Ob/fZwMCg3k+AACg5JIQQ8i/zbzzdSH3+d2iqPtNpZUIIIYQQwqHkkBBCCCGEcCg5JIQQ8q8yZcqU1g6hxVGf/x2aqs90zSEhhBBCCOHQyCEhhBBCCOFQckgIIeSDc+XKFXz88cewsbHBrFmzUFFRUe16c+fORceOHdGpUyf85z//wbNnzwAAr169wldffQUbGxu4uroiLS2tJcNvEEX7DADp6elVftnm9OnT0NLSQufOnbnp7d9PfxccPXoU9vb26NSpE5YvX16vdfLy8jBo0CDY2Nhg0KBByM/Pb6mwG0WRPgPA1atX4ejoKDcvOjoaurq63HvatWvXuhtkhBBCyAfGxsaGJSUlMcYY8/b2Zvv27at2vb///puVlZUxxhj78ccf2cKFCxljjIWEhLDAwEDGGGPHjh1jnp6ezR90Iyna559++omJRCKmqakpN18sFrMhQ4Y0e5yNUVhYyMzNzdmTJ09YWVkZ6927N0tMTFR4na+//ppt2LCBMcbYhg0b2MyZM1u8D/WlSJ8ZYywgIIDp6ekxOzs7uflbt25l33zzTb3apJFDQgghH5S0tDRoaGjAzs4OAODt7Y2jR49Wu26/fv2grKwMqVSKjIwMODg4AABOnToFb29vAMDAgQNx6dIlsHf4Ev369Pm7775DdnZ2S4bXZC5dugRnZ2e0a9cOysrKGDVqVJV+1rbOqVOn8OWXXwKofRu9SxTpMwCEh4cjMTGxSdqk5JAQQsgH5fHjxzA0NORei0QiPH36tMb1//rrL7Rr1w5lZWUYNmxYtXXo6OggLy+v+YJupPr2uSZnzpxBhw4d0KtXL5w7d64pQ2wSivSztnXy8vIgFAoBAAKB4L04rdwU721MTAw6duyIAQMG4M6dO3WuT8khIYSQ91L//v3x0UcfVZkAQElJ/utNKpXWWM+nn36KvLw8WFtbY+nSpdz8+tTRUpqqz9Xp1asXnj9/jtTUVKxcuRLe3t7v5GipIv2saR0ej1dn2XdRY97br776Cnl5efjnn3/g5+cHX1/fOsso1zdAQggh5F1w8uTJauffv39f7vecc3Jy0K5du1rr4vF4GDRoEFauXAkAaNeuHXJzc9G2bVsAgEQieSd+p7cp+/w2FRUV7v+9evWCqqoq8vPzoa+v37Bgm0Hl+1Kpun7Wto6uri4KCwuhpaWF58+fQ09Pr2UCbwRF+lwbNTU17v+jRo3C1KlT6yxDI4eEEEI+KNbW1nj+/Dnu3r0LANi5cyc8PDwAAMXFxbh//z637p49e1BRUQHGGPbu3Ytu3boBADw8PLBz504AwPHjx2FnZyeXPL1r6tPnmiQkJHB3J8fHx0NVVfWdSgwBoEePHrh8+TKys7NRXl6OvXv3wsPDA8+fP0dGRkat6wDAf/7zH+zatQuA/DZ6lynS59r873//w6tXrwAA+/bt4/7Ga9Xw+2cIIYSQd1NCQgJzcnJiHTp0YDNmzGDl5eWMsdd35FpYWHDrffbZZ8zc3Jx16NCBjR8/nhUWFjLGGCsqKmJffPEF69ChA3NxcWH//PNPa3SjXhTt87p161jXrl2ZkpIS69q1K4uJiWGMvb6rtX379qxjx46sR48e7MqVK63RjTrFxsayLl26sI4dO7KQkBDG2OvY3dzcal2HMcays7PZgAEDWMeOHdmAAQNYdnZ2S4ffIIr0ecGCBczBwYGpq6uzrl27stOnTzPGGFu+fDmzsLBgnTp1Yv/5z3/Y/fv362yPfiGFEEIIIYRw6LQyIYQQQgjhUHJICCGEEEI4lBwSQgghhBAOJYeEEEIIIYRDySEhhBBCCOFQckgIIYQQQjiUHBJCCCGEEA4lh4QQQgghhPP/ATpOMmFlHfEwAAAAAElFTkSuQmCC\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -441,7 +449,7 @@ "id": "853a899d", "metadata": {}, "source": [ - "### Add P-value and color alternate rows gray\n", + "## Add P-value and color alternate rows gray\n", "* Add (formatted) p-values on the right (`pval`)\n", "* P-values are automatically formatted\n", "* Color alternate colors gray (`color_alt_rows`)" @@ -453,14 +461,14 @@ "id": "54e05f72", "metadata": { "ExecuteTime": { - "end_time": "2023-01-03T04:25:31.139804Z", - "start_time": "2023-01-03T04:25:29.578399Z" + "end_time": "2023-02-09T05:25:38.140912Z", + "start_time": "2023-02-09T05:25:37.680171Z" } }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -493,7 +501,7 @@ "id": "0b12c633", "metadata": {}, "source": [ - "### Add custom annotations and make it a table\n", + "## Add custom annotations and make it a table\n", "* Add more custom annotations on left and right (`annote` and `rightannote`)\n", "* Add headers for the annotations (`annoteheaders` and `right_annoteheaders`)\n", "* Make the plot a table (`table`)" @@ -505,14 +513,14 @@ "id": "26f2f462", "metadata": { "ExecuteTime": { - "end_time": "2023-01-03T04:25:32.595560Z", - "start_time": "2023-01-03T04:25:31.141787Z" + "end_time": "2023-02-09T05:25:38.554177Z", + "start_time": "2023-02-09T05:25:38.141914Z" } }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -543,7 +551,7 @@ "id": "cd2a194d", "metadata": {}, "source": [ - "### Strip down all bells and whistle\n", + "## Strip down all bells and whistle\n", "* Out-of-box settings but\n", "* Turn off reporting of confidence interval on the left\n", "* Turn off left-flushing of variable labels" @@ -555,14 +563,14 @@ "id": "fb38d94e", "metadata": { "ExecuteTime": { - "end_time": "2023-01-03T04:25:33.299382Z", - "start_time": "2023-01-03T04:25:32.597543Z" + "end_time": "2023-02-09T05:25:38.746255Z", + "start_time": "2023-02-09T05:25:38.555168Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -589,7 +597,7 @@ "id": "f3972fde", "metadata": {}, "source": [ - "### Forest plot as a table, with multiple customizations\n", + "## Forest plot as a table, with multiple customizations\n", "\n", "* Multiple annotations on left and right of forest plot (`annote`, `rightannote`)\n", "* Format p-values (`pval`)\n", @@ -603,15 +611,15 @@ "id": "60ed7bcf", "metadata": { "ExecuteTime": { - "end_time": "2023-01-03T04:25:35.023969Z", - "start_time": "2023-01-03T04:25:33.301365Z" + "end_time": "2023-02-09T05:25:39.240367Z", + "start_time": "2023-02-09T05:25:38.747256Z" }, "scrolled": false }, "outputs": [ { "data": { - "image/png": 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i8vDwICKiiIgItXWaNm1Kurq6dPr0aTp37pzw8+K1dE21bt2ajIyMyN7entatWycst7e3JxMTE9q+fTv9/vvvak/iiDR77e3lJ5d37twhkUhE7du3p8OHD9MPP/xAACg4OJiI/nf8zcvLIyKiESNGqPUpiMp/crlp0yYCSl7deHH7VHV+IyJq3LgxGRkZCdcZY8aMKfPksrx2lu4DpW27e/eu2pPLyr5PhUJBVlZWQlkdO3YkAJSSklJlvHWhytliX74L8eLkCJrcLXB2dgYAmJubY9OmTVVVB5VKhalTp8LS0hJisRihoaFlyjUxMREmVDAwMAARITs7u9JyS3v+pbMIDh8+HIBmdyEY+ycyMDDA3LlzUVRUhK+++qq+wwEAzJ49G1evXkVGRgZ++uknNGjQoNK7eS1atAAArFmzBgMHDoSlpSVWr16Nxo0bw9DQUKO7szW5U6qJH374QbhDXXocdXNzw9atW6Gjo4MpU6bA1tYWK1eurJX6KqOjowOgZKKBl4WFhSExMRF37twRnmKXbmM9PT289957WLp0KUaMGIEzZ87gzJkzQl6VSoX//Oc/MDAwgImJCUxMTBAWFlZpLKV38pOTk8ukvfxdl/7+/PlzZGRkCMtK73qLRCIQUdUboI69GA8A4Ul1bdDR0anXybYYY3Vv7NixAICVK1di1KhREIvFAEpGjgCAvr4+Ll26hDt37gBQH11SETs7O1y6dAnjxo0rM8Lv008/hVKpxKJFi/Do0SM8evQIBw8eFCb500afPn2Qk5OD5ORktdEy+fn50NHRgVgsxq+//gqg5MnsiyMTq6ugoABEBIlEgvz8fGGynlu3bqn1GwIDA7FlyxZERETAwcEBnTp1qrTc999/H40bN8bOnTsRExODJ0+e4ObNm/jtt9+qjGngwIHIycnBnDlz8P3332PXrl0AgAYNKu9yTZw4EWKxGF999RUOHDiAqVOnAgCmTJkCoPLvEwDS0tIwa9YsrF69GpcuXYKXlxdsbGyqjLcuaNS5FIlE+PnnnxEbG4tBgwYBAO7evYvJkyfD1NQUERERasNetbFx40YsX74cffr0QVRUFCZMmFDp+vfv30fDhg1hYWFR6Xr29vYASv5wXxyW8O6779ZK3Iy9iT788EO0bt0asbGx9R0KgJIZ8tzc3CCXy4VlpbNJp6amAgBSUlKE5aU3t/bs2YOePXvC29sbu3btEjqd9vb20NXVxenTp9X+7s3Nzeu8La1bt0bnzp3RuXNntfpGjRqFO3fuYM+ePdDR0UFAQIBaR6v0BFRUVFSmTKVSidu3bwsXGJpycnICUPHwGoVCAUdHR2zbtg1AydCul1lbWwOA2uzh4eHh6N69O4qLi+Ho6AhHR0fcvXu30lhKZ/NevXp1uXEA//uuS383NDSsle/syZMnuH37Nh4+fKh1WZrS9vu8f/++8P0xxv6Z3n77beH498EHHwjLv/nmG7z11luYOXMmYmJi4O/vDwMDA6HDUplFixZBKpXi1KlTmDt3rlpaYGAgwsLC8Oeff2L48OGYOHEifv/99yo7QJro27cvAMDDw0O4mQiU3AQ2MDDApEmTIJfLMWDAAKSkpODy5cs1rqtVq1YIDg7GrVu38Nlnn2Ho0KFo3rw5Tpw4IZyrbGxsUFxcjClTpqBZs2bCubcyRkZGOHnyJLp27Yqvv/4agwcPRmhoKHJzc6uMacGCBejbty+WLVuGgwcP4qOPPgJQ8mCsMm+99RYOHjwIpVKJ0aNH4+7du9iyZYvw8K6y7xMoeYh3/fp1fP755/D09MSGDRuqjLXOaPJ4093dnQCozVB169YtAkAeHh60Z88e6t27N+G/MxUVFBQIw2JLH01X5OUhQ6tWrSIANGnSJNqyZQs1b96cANCSJUuISm5Rk0Qioe+++47mzZtHQMnsXC8qb1jsxYsXSSwWU8uWLWnjxo106NAhCgsLUxu+xNi/hUKhKDOZgIaHgzpR3rCUUqUzqHXp0oX2799PAwcOJKBkBlOikokJAFBCQgL99NNPBID8/f2JiGjZsmUEgPr160d79+6lvXv30qxZsygtLY2INBuGU13lzRYbFRVFWVlZdPToUZo1axbt3buXNm/eTObm5qSnp0ePHz8W8o8bN47w30l19u/fr3aMKh3+VN1hn8+ePSMDAwNhSM2L5s2bRwcOHBBeQfDw8BCGvt68eZPWrFlDW7ZsIVNTU7K2tqbs7GwiKplptmXLlvTw4UOaNGkStWvXjtq1a0eTJk2qNBalUkmdOnUiADR69Gjau3cvbdq0ifz8/Ojp06dkb29PVlZWtG3bNvryyy8JgDBJzsvH9vKGnFY2LLZ0P6vO0LXKZot9eb8tb7IJbb7P6OhoAkAhISEax8sYY6z+3Llzh5YvX04RERG0c+dOatq0KXl6etZpnXX1OkhNaXQ1OWvWLMJ/Z8R7UXBwMBkbG5NCoaA1a9ZQ8+bNydTUlDIyMmrcuczNzaXBgweToaEhdezYkVauXElmZmbCu54AqEePHtS9e3eSSqU0YMAAtdkfiSqeLfbQoUPUoUMH0tPTI5lMRm+99RZ3Ltm/0oudS6KSd9de184lEVFkZCS1b99emC12y5YtQtqAAQPI3t6eiIj+/PNPAkDLli0jopL3wcPCwoT3S8zNzal79+6UkZFBRHXbuXz5Jyoqik6cOEFNmzalBg0akK6uLrm5uVFERIRa/jt37pC3tzdJJBKysLCgn3/+WUiraeeSiCgkJIQA0E8//aS2vGvXrtSwYUOytLQkPz8/tSnar1+/Tk5OTmRgYECenp5qM2x///33NH36dCIqudnYpEkTatKkiUbvrD579ow+++wzsrW1JYlEQgqFQuiUxsfHU//+/Ukul5O9vT19/fXXVFBQQET107ksrePlnxfLq6xzWdPv88mTJ+Tm5kbm5uZqNx8YY4y9vq5cuUJdu3YlExMT0tPTo379+lFSUlKd1vm6dS5FRK/BCyuMMcbqlEqlwujRo7Fr1y689957+OGHH9TebWSvjw0bNiAkJAQZGRk4dOgQPD096zskxhhjTCMVdi6LioqqnCSHMcbYmyUyMhL79+/Hxx9/DFdX1/oOh5UjODgYDRs2xIQJE8r99zjGxsZVvjPEGHs1+HqZ/VtVdC6qsHOZmZn5SmYxZIwxxpjmPv30U+H/tjHG6hdfL7N/q4rORfzkkjHGGHuD8JNLVlfCwsIwbdq0+g7jjcLXy+zfqtpPLhljjDHG2L+Hra2t8O+eGGOsJrT/hzaMMcYYY4wxxv71uHPJGGOMMcYYY0xr3LlkjDHGGGOMMaY17lwyxhhjjDHGGNNalZ1LBwcHiEQi7N27t9qFnzp1CiKRCMbGxjUIrXpUKhX8/Pxgbm4OsViMgQMHalXe1atXIRKJIBKJailCxhhjjDHGGPvnEtd3ALXl8OHDWLt2LeRyOYKCgtCiRYv6Dokxxhhj7I0RFBRU3yEwxt5wWg2LvXTpEtzc3GBqagpdXV00atQIPj4+yMnJUVuvqKgIc+bMgb29PaytrREaGiqkpaenY+LEibCzs4NMJkOnTp0QEREhpPv6+kIkEqFXr17o0aMHDAwMkJiYqFb+qVOn8N577wEAnjx5gtDQUOjo6GgU34ULF9C/f39YWFhAJpOha9euuHz5Mtq1ayes8+ITzJycHHz++edwdHSEoaEh3NzcsGHDBmHdkJAQiEQitG/fHoMGDYJUKsWpU6fw8OFDfPjhh7C1tYW+vj6aNm2KqVOnarP5GWOMMcZqDf+PS8aYtrTqXKanp0NfXx9jxozBxx9/DJFIhA0bNiA4OFhtvdzcXNy+fRs9e/bEo0eP8MUXX+D8+fMoLi7Ge++9h3Xr1sHR0RHjxo1DbGwsBg4ciOjoaLUyEhMT4ebmhqCgoDLDbBUKhTAM1srKCrNmzYKbm1uV8cXFxeGdd97BoUOH0KVLF/j6+iIxMRHXr1/HxIkThfJnzZqFWbNmAQA++ugjhIWFQS6XY9KkSUhKSoKPjw82b96sFlNqairs7e0xdepUKBQKDB06FOHh4WjatCk+/vhjODk54eDBg9psfsYYY4wxxhh7bWg1LLZv377w9PTE2bNnkZKSgocPH2LXrl24du2a2noymQw7duwAUNIhPXjwICIiItCgQQOcP38eMpkMkZGR0NfXh76+PsLCwrBq1Sp4enoKZfTv3x9LliwpN44mTZpgyJAhOHDgABo1aoT58+cLaZXFFxYWhtzcXAwZMgS7du0CAHz77bfIyMhA27Zt8fPPPwOAUF5aWhp+/fVXAMDBgwdha2uLpk2bIiAgAD/88APGjh0r1NuxY0csX75c+Hzr1i0AgKOjI/r164fZs2dDpVLVYKszxhhjjDHG2OtHq87l/v37MXbsWOTk5KBJkyYQi0uKq6zT1LhxYwBAZmamMLy1dKgoADRr1gwAcP/+fW1C0yi+pKQkAECHDh2EPEZGRjAyMsLVq1fLlFcar76+PmxtbasV7+LFizF16lSEh4cjPDwcOjo68Pf3V+uAMsYYY4wxxtibSqthscHBwcjJycGyZctw9+5dfPXVV1XmuX79OoCSWWgdHBwAlAwhzc/PBwDcuXNHSNdWVfGVdhBjY2OFZfn5+UhKSkKDBv/bNKWd0dKY8vLy8PDhw2rF2717dzx8+BCHDx/G9OnTUVRUhBUrVuDevXtatZExxhhjrDaEhYXVdwiMsTecxk8ug4ODsXLlSuGzv78/5HI5ACAiIgIFBQXYsmVLuXmfP3+O6dOn4/bt2zh79iwMDAzwwQcfoFGjRujYsSMuXLiAPn36wMXFBf/3f/8HkUiETz75RMumocr4goKCsH37dmzduhV5eXlwcHDAwYMHMWvWLLz33nto0KABiouLMW7cODg7O2P27NkYOnQodu3ahf79+8PLy0uYzCcgIKDSWFq1aoWePXuiTZs2SE1NBQCYmprCxsZG63YyxhhjjGlryZIlPKkPY0wrGj+5jI2NxYkTJ4SfpKQkfP/993Bzc8Pp06exe/dudO7cudy8DRs2RHR0NE6cOAE3NzdERkbCxsYGDRo0wIEDB+Dr64uEhAT88ssvcHV1RUREBDw8PLRuXFXxtWnTBlFRUejduzeio6Oxdu1amJqawtnZGaampggLC4ONjQ127tyJH374AQCwfv16/L//9/+QlZWFNWvWwM7ODhs2bMCoUaMqjWXcuHH466+/sHLlShw5cgT9+vXDiRMn0LBhQ63byRhjjDHGGGP1TUREVN9BMMYYY4yx+mVra4uUlJT6DoMx9gbT6p1LxhhjjDHGGGMM4M4lY4wxxhhjjLFawJ1LxhhjjDHGGGNa484lY4wxxhhjjDGtceeSMcYYY4wxxpjWuHPJGGOMMcYYY0xr3LlkjDHGGGMICgqq7xAYY2847lwyxhhjjDFMmzYNT3Ny6jsM9i9z6tQpODg41EvdGRkZGDx4MORyOUxNTTF8+PB6ieOfpF47l4WFhYiIiMC1a9eqndfX17fCHfHy5cvo0KEDZDIZLCwsEBYWpmWkFVu5ciWMjY1hbGwMkUiE6OjoMuu8Tjtu48aNYWxsDD09PfTs2bNeYvD29kZ4eHi91M3YvxkRYd26dejYsSPu3r1b3+GwCvj7+8PX1xfJycn1HQr7lzl29izGTJuGY2fP1ncob5y0tDT06dMHUqkUbm5uuHz5ssZ5586dC2traxgbG2PKlCkoKipSSw8LC0Pjxo1hZmaG999/v7ZDrzUhISH1dm1ZU0uXLsWDBw+QlJSEx48fY9WqVVqXmZ2djZCQEDx9+rQWInzz1EvnMiMjAz4+PmjevDkGDx6M69evV7sMa2trODk5lZsWGBiIt956C1lZWXj06BF8fX21jLhin376KbKzs5GdnV3hOnWx49ZUcnIysrOzMXPmzHqLgdW/LVu2CDdFjI2NIZVK4ejoKKTHxMTAxcUFUqkU/fv3R2Zmplr+yMhIuLq6wtjYGG5ubkhNTdU6pqrqrEhRURECAgJgYmKCxo0bY8OGDWrp3t7eMDIyEtp64sQJrWPVRl21c926dbC1tYWpqSmCgoJARGXK+Pjjj7Fjxw5s375d7fuuaZ2VqaydpftO6Y+urq7GZdfHSVuTbVueyi42i4uL8cknn6BRo0YwNzfHjBkzhLRly5bBw8MDHh4euH37dq23h7HyHDt7Ft9v2ACxWIzvN2zgDmY1+fv7w8nJCZmZmZg2bRqGDh1appNYnu3bt2PPnj2Ii4vDvXv3cO3aNaxdu1ZI//777xEeHo7ffvsNmZmZCA0Nrctm/Oukpqaibdu2kMvlAAALCwuty8zOzsbcuXP/tZ1LUD3Iysqiy5cvU1FRESkUCtq4cWOtlu/g4FDrZWoCAJ05c6bMcl9fX5owYcIrj6cywcHB1KNHj3qp28vLi9avX18vdbPyffnll/T1118TEVFBQQFZW1vT5s2bKT8/n/z8/Gjs2LHCuhcvXiQzMzM6fvw4FRcXU3JyMuXk5GhVf1V1VmbFihXUoUMHysrKoqtXr5KZmRnFxcUJ6V5eXhQVFaVVfLWlrtp57do1MjMzo+vXr1NmZia5u7vT2rVr1fJv27aNWrRoQc+fP9c43qq2bW20Mz09nezt7SkzM1OjmO7du0cA6MGDBxq3QxuabNuKDB06lPz9/amgoIB++eUXUigUpFKpiIhoy5Yt1KpVK8rOzqakpCQyMTGh69evq+VfvXo1ubu7U3Fxca23i7EXHY2Opv5+fjQsMJBGBwXRsMBA6u/nR0ejo+s7tDfCo0ePSFdXlzIyMoRlrVq1ogMHDlSZ9+OPP6agoCDh88qVK6lLly5ERFRcXExWVlZ0+PDh2g+6DlR2bZmcnEzdunUjc3NzkslkNHz4cOF4GBUVRQqFgnbs2EEKhYJsbW1p586dQt7bt2+Tt7c3mZiYkLOzc5ntCoD27dtHnp6eZGRkRF5eXlXGun37dpLL5aSrq0sSiYTkcjnJ5XKaPn06ERGFhYWRg4MDSaVScnR0pCNHjqjl37t3L7Vt25bkcjlZWlrSwoULiajkuC+VSgkAyWQyksvl1KZNGyHfgQMHyNnZmUxMTMjb25tu374tpEVFRZGRkRGdPHmSmjdvTg0bNqTg4GAiIsrNzaURI0aQubk5SaVSatOmDeXl5VXZzvpQL53LF1W3c+nt7U1yuZwaNmxYZgcOCAgguVxOIpGIDAwMhB1l3759VZZ7+/Zt8vDwIGNjYzI2Nqbx48erpS9ZsoRsbGzI3Nyc/P39qbCwsEwZL3cuq9pxq1JRnXp6erR69WoyNTWlo0ePUq9evcjV1ZVyc3MpKiqK7O3tadOmTWRnZ0eNGzemXbt2lSm7vAPAkydPaPz48WRpaUkKhYIWLFggXNR06NCB1qxZo7Z+69at6Y8//iCikgu+d955h6RSKbm6ulL0Cyekv//+m7p3704ymYzef/99euutt7hz+RpJSUkhBwcHevr0KRER7dq1i1xdXYX0R48ekUQiEU6aw4cPpxkzZtRqDFXVWZk2bdrQ7t27hc9TpkyhadOmCZ9fp85lXbUzICCAAgMDhbTt27fTW2+9pZa/bdu2tHr16mrFW9W2rUh12jl16lRatGiRRvFoc9KuKU22bXmquthctmwZ9e/fX0hr164dJSUlqZWhVCrJ2tr6jbmwZHUnJyeH0tLS6uTn10OHqM/EifS+vz917NGDhgUG0rDAQHrf35/6TJxIvx46VGd1l/5oe4Oyvh09epQaNWqktmzIkCEUEhJSZd6VK1dS06ZN6e7du5SdnU0DBgwgCwsLIiKKj48nAPTjjz9SkyZNqGnTphp1WOtLZZ3LlJQUOn36NKlUKkpISCCJREJHjx4lopJOlb6+PgUFBdHz589p69atJJVKKTs7m5RKJTVt2pRmz55NSqWSDh06RBKJhBISEoSyAZCLiwvFxMRQYmIi9erVS+OYfXx8yn0AdOTIEUpPT6fi4mKaNGkSeXh4CGkxMTEkkUho165dpFKp6OnTp3Tz5k0hvaKboH/99RdJJBI6dOgQKZVKmj17NjVr1oyUSqWwHSQSCfXr149SUlJow4YNNG/ePCIiWrVqFXXu3JmeP39OxcXFdPPmTaFz/roR19sj0xqKiooCUDKu++X3G5cvX47ly5fDwcEB8+fPxwcffKBxuXPmzEGHDh0QHR0NlUqFO3fuCGmHDh3CypUrERMTA319fbz99ttYu3Yt/P39Ky1zxIgRGDFiBHx9fSEWi/Hzzz9rHE9ldRYVFSE+Ph4hISEYPXo0Dhw4gMDAQMTGxgIoGXZ88eJFxMfHY9++ffD19UWPHj2ER/4VCQwMxMOHD3Hnzh08evQIXl5esLW1hY+PDwICAhAaGopJkyYBAE6cOAEzMzO0bdsWADBy5EgMGTIEx44dw48//ojhw4fjwYMH0NHRwbhx49CsWTMcOXIER44cwZgxYzTeDqzuhYSEYOrUqZBKpQBK3llu3bq1kG5paQkjIyPcuHEDXl5eiI6OhrOzMzp27Ij79+8jMDAQs2bN0iqGquqsSGFhIW7cuKGWt1WrVti9e7fwWSwWY8iQIWjbti0WLlyIjh07ahWrNuqqnZcvX8b48ePV0q5evYqioiLo6Ojg0aNHuHr1arXehdFk22rbzsTEROzdu1fjoZ87d+5EYmIimjRpgps3b6Jx48ZCWkJCAoYOHYq9e/eiV69emDt3LgYOHIhbt25BLK75qa6qbVuRa9euwczMDGZmZmp5L1++jAEDBuCDDz7AypUrsWrVKujr62P06NGws7NTK0MsFsPb2xuHDx9Gnz59atwG9uaLi4vDlStXar3cfKUSO8+eRQMAqoICJMfFQWZjI6QrVSos37gRqXfvQk9Xt9brL+Xu7o727dvXWfl1LSMjAwYGBmrLDA0NkZ6eXmVef39/JCUloUOHDlAoFBg0aBCOHj0qlAsAsbGxuHXrFg4dOoQRI0bg7t27aNSoUe03pA7Z2NjA5r/7lpOTE6ysrJCWliakGxgY4LvvvoNIJMLIkSMxadIkXLhwAfr6+khOTsbs2bMhFovRt29fdOnSBVu3bsXs2bOF/N9++61wfi/dftp49913hd87d+4s9D+AklclBg8ejCFDhgAApFKp2jmvItu2bYOHhwf69u0LAJg1axZCQ0Nx/vx5eHp6AgBUKhU2b94MY2NjjBs3TshrYmKChIQE/Prrrxg2bJhG9dWXOutcGhsbl7v8+PHjr+UBxMTEBGfOnMHx48fRo0cPtGzZUkhbtWoVJk+eLFzIvPfeezhz5kyVnUttVFanUqnE119/jb1798LT0xNdunSBoaEh8vPzAQD6+vpYunRpmT/QXr16VVhfUVERtm7diqNHj8LIyAhGRkaYOHEiNm7cCB8fH4wcORKff/45Tp8+DS8vL6xYsQKBgYEAgEuXLuHWrVv4/fff0aBBA/j6+uLTTz9FQkIC5HI5jh07hvv370NXVxcDBgx4rf8g/m3i4+MRERGB77//XlhW1UkyIyMDkZGROHDgALKzs9G1a1e4uLhoNclATU/MmZmZICK1vC/nO378OJ4+fYrVq1ejV69eiIuLE05wr1pdtfPlcg0NDVFUVISsrCyYm5sjKSkJAMp0XrSpszKatvPrr79GQEAA9PT0NI6rIpqctGuiqm2rab7SvKXboGHDhmjfvj309fWxePFiTJkypdxy7OzsEB8fX+P42T9Dq1atoFAo6qRsG0dHrNu9Gw0lEgCAsYkJgJKOZUFhISYMGQKvOr5ue/lv5U1jYWGB3NxctWW5ubkVzg3yIpFIhEWLFmHRokUAgDVr1gg3pUofCkyZMgV6enoYMmQIrK2tcebMmTduVtPCwkLMnTsXO3bsQFpaGp49e6b2/rpYLIZIJAJQsk2kUimePXuGx48fw8LCAg0bNhTWtbOzQ0pKilr5Jv/db2vLuXPnMGfOHFy7dg05OTlq1w0PHjyAu7t7tctMSUlROw/r6enBwsJCrS0ikajcPtSoUaOQlZWFhQsX4pNPPkFAQADmzZtX6U3O+lJnncvKJrh5HX333XeYO3cuxo0bB4lEgoULFwpP2O7evYuoqCh8++23AEruKnTv3r1O46mqztIdr7wdsKI/0MpkZGSgsLBQbad/8Y9XIpHAz88PK1asgEKhQGxsLAYPHizE+vz5c7U79A0bNkR2djaePHkCALC1ta3mFmCvwpw5czBhwgTo6+sLyywsLJCQkKC2Xm5urvCSu1wux5gxY2BlZQUrKysMHDgQR48e1apzWVWdFTE3N4dIJFI7qZeXTyaTYfr06diwYQMiIiKEJ/CvWl218+ULm9zcXOjo6Agn2wYNSuZuo3Imounbty/OnTuntiw7O1vjbVvTdt64cQP79+/HypUrqyxPE5qctGuiqm2rab7SvKUXmzNnzoSnpyc+/PBDDBw4EB06dIBYLC5z07K4uFj4/ti/l6GhIQwNDeuk7GF9+0Iuk+H7/06qpSsWQ6lSQaVSIcjXF73efrtO6v0ncXV1xePHj5GZmSlcC8XFxdVoQsmIiAjhhpi9vT10dXWRl5cnpMtksjeyMx4cHIyTJ08iMjISjo6OaNKkSYXr5ufnIz09HQqFAnl5eUhPT0dhYSEk/70BkpycjB49etRZrJmZmejVqxeWLVuG/fv3Y/v27Zg/f76Qbmdnhz///LPC/LoVPOW3tbVVewJaUFCAjIwMja+Rp0yZgilTpuDChQvo27cvPD090a9fPw1b9erU2RnrxZkAX/y5dOlSXVWpFSMjI4SGhiIlJQVz586Fj4+P0DGysbHBvHnzhFlhc3JycODAgTqNp7bqfPEPtDLm5uaQSCRqF2LJyclqO/zHH3+MiIgIfPnll5g8ebJwt8TGxgZGRkZCrNnZ2cjPz0enTp2EoZY5L/zfLKVSWe12sNp38+ZN7Nq1CxMmTFBb7u7ujri4OOFzWloacnJy4OLiAqBkOEttn+iqqrMiurq6cHFxUcsbFxdX4R1FHR0dFBQUaBWrNuqqnS+XGxcXBzc3N+Fv1MHBASKRCPfu3StT9uHDh9X+dktvDFZ321a3nfPmzcOwYcOqHK7/sspO2i8ev6p70q5IVdu2Ii9ebL6Yt3T7nTx5Ujgum5ubY+jQoYiMjCxTTmJiokYz+zKmjV5vv42p/x3+/Tw/H3n5+Zg6fjx3LDVkaWmJQYMGYc6cOSgsLMSGDRuQk5MjjKQo5eDggFGjRqkte/LkCW7cuAEA2LdvH44cOSLMHi2VSvH+++9j8eLFKCgowJkzZ5CSklLpaxSvq/j4eLRo0QKOjo7CzLel19lASYcuPDwcSqUSixYtQtOmTeHu7o7OnTujcePGWLhwIYqKinD06FGcO3cOo0ePrrNYU1JSkJubi+7du0OpVOLYsWPIzc0VZv/96KOPsGfPHmzatAlKpRKFhYW4efOmkN/MzAwSiUS4cVs6a+yoUaNw9uxZHD9+HEVFRfjPf/4DOzs7dO7cucqYjhw5IryyZ25uDrFYXOEo0XpXr298UvUn9ClV2UvDNSlz27ZtwsQLBw8eJCMjIyooKCAioo0bN1KTJk3o6tWrRFTyYv3ly5fLlIEKZout6GXhylRWZ+nXtn79evLx8SGi/01aEhUVRWKxmNavX0+FhYUUEhJCzs7OZWYbLG/7+fj4UL9+/SgnJ4fu3r1LdnZ2FB4errbOiBEjSF9fX21mR6VSSS1btqRZs2ZRbm4uEZW8hJ6WlkZKpZLs7Oxo6dKlpFQqacGCBSSTyXhCn9fAZ599Rm5ubmWWFxYWkq2tLW3evJkKCgrIz8+PRo8eLaSvXLmSmjVrRqmpqfTw4UOyt7en33//XatYqqqTiOjcuXOkUCho6dKlast/+OGHMjOa3rp1S0i/ceMGFRcX0549e0hPT4/++usvrWLVRl21MzY2lszNzdVmNH158h4PDw9atmxZteKtatsSEY0cOZIUCkW12pmRkUG6urq0Z8+easVDRJSXl0cSiYR27NhBRCUTkRGVTJTQsGFDOnbsGKlUKgoODlabKKGmNNm2S5cuJYVCQefOnVNbPnz4cLXZYu3s7IR4hg0bRv369aNnz57Rw4cPqVWrVjR//ny1/Pn5+WRmZkanTp3Sqg2MacrGxoZnia2hR48eUe/evcnQ0JDatGlDly5dKrMOgDIzmT58+JBat25NcrmcXFxc6NChQ2rpKSkp1LNnTzI0NKRWrVq91seD4OBgEovFwgSWcrmcevbsSUREly9fptatW5OFhQWNHj2alixZQsbGxnTw4EGKioqibt26kZ+fH5mYmFC7du0oPj5eKPf27dvk5eUlzBa7f/9+tXoruv7WREXX6IGBgSSXy8nZ2Zk2bdpE7dq1o7fffltI37dvH7m7uwuzxX7++edq+VesWEHW1tYkl8vJ3t5eWL5//35h4jkvL68ys8Xq6OiUG+fy5cvJycmJZDIZ2dnZUWhoaI3a+yrUS+cyNjZW2OlenNn15RlaK1PbnUtfX19q1KiR8McdGRmplv7DDz9Qy5YtSS6Xk42NDc2ePbtMGbXZuayszqo6l7a2tvThhx+SsbExvfXWW+VeTFc0W+y4cePI0tKS7O3taf78+WU6pYsWLaKJEyeWKe/evXv03nvvkaWlJcnlcurQoYNwYDh16hQ1bdqULC0tKSwsjLp27cqdy9eAm5sbTZ48udy0mJgYcnZ2JkNDQ+rXrx+lp6cLaUqlkiZPnkwymYxsbGxo5cqVtRJPZXUSlRx0AQjTcpcqKiqigIAAMjY2Jltb2zI3RDp37kxSqZRat25d5qRdH+qqnevWrSNra2syNjamzz77jIqKitTSIyMjSaFQUHZ2tsaxVlUnUcmxp7z7lJW1c8+ePQSAHj58qHEsL6rJSVsbVW3b4OBgAlBmVuLKLjYfPnxIAwYMIKlUShYWFjR16tQys5AvXryYvL29a6UNjGnCxsaGnjx7Vt9hMMbeYCIiDf8bNHsjnDp1Cr6+vkhMTKz1slNTU9G5c2dERkbypDyMvYHmzJmDw4cPY/ny5ejSpUt9h8Mq8PjxY/z0008IDw9HVFQUv7POXpmXh5czxlh18SwBTCM+Pj5wc3PD9OnTuWPJ2Bvqm2++wdy5c7FgwQLcvXu3vsNhFVi4cCGePXuGixcvcseSMcbYG4WfXDLGGGOMMX5yyRjTGj+5ZIwxxhhjCAoKqu8QGGNvOH5yyRhjjDHGGGNMa/zkkjHGGGOMMcaY1rhzyRhjjDHGGGNMa9y5ZIwxxhhjjNWLU6dOwcHBoV7qzsjIwODBgyGXy2Fqaorhw4fXSxz/JP+ozuXKlSthbGwMY2NjiEQiREdH13dIjLHXQFZWFsLDw/HkyZP6DqVeERHWrVuHjh07vpJ/RVJYWIiIiAhcu3atzuv6J/H394evry+Sk5PrOxT2hniak1Mr5YSFhdVKOf9GaWlp6NOnD6RSKdzc3HD58mWN8sXHx8PT0xNmZmawsrLCihUr1NJDQkKgp6cnXN/OnTu3LsKvFSEhIejZs2d9h1EtS5cuxYMHD5CUlITHjx9j1apVWpeZnZ2NkJAQPH36tBYifPPUWefS19cXEydOFD5v2rSpzu9KfPrpp8jOzkZ2dnad1sPYP4G3tzeMjIyEE9aJEyeEtKCgIFhZWUEmk6Fz5864evWqkDZ37lzY29tDJpOha9euePjwYa3EExMTAxcXF0ilUvTv3x+ZmZka5du7dy+cnZ0hl8vRvHlz/Pbbb0LaxYsX0bdvX7Rp0wYffvghnj17ViuxaqOm7SwqKkJAQABMTEzQuHFjbNiwQS29su+z1Mcff4wdO3Zg+/btcHR01LrOimRkZMDHxwfNmzfH4MGDcf36dbX0LVu2wN7eHlKpFM2aNcPWrVs1Kheon5P2unXrYGtrC1NTUwQFBUHTefA0udgsLi5Ghw4d4OvrKyxbtmwZPDw84OHhgdu3b9dWM9g/1LGzZzFm2jQcO3tW67KWLFlSCxH9O/n7+8PJyQmZmZmYNm0ahg4diqKioirzicViLFmyBJmZmYiMjMSMGTPKHL9nzpwpXN8GBwfXVRP+lVJTU9G2bVvI5XIAgIWFhdZlZmdnY+7cudy5ZIz9+xw8eFA4YfXo0UNYHhgYiNTUVKSmpsLGxgbffvutkNa+fXtcv34dmZmZcHBwwIgRI7SOo7CwEIMHD8ZXX32FjIwMNG7cGFOnTtUor4WFBQ4dOoQnT55g2rRp6N+/v3CDyczMDD/88MNrM4pBm3b++OOPiImJwb179xAREYGgoKAyHY+Kvk8A2L59O06fPo29e/eiSZMmtVZnecRiMaZOnYq7d+/CxsamTLq3tzfi4+ORlZWFSZMmabwNgFd/0o6NjcWMGTNw5MgRJCQk4PTp01i3bp1GeTW52Pzxxx8RGxurtkwikcDPzw+zZ8/G2LFjNe7Msn+fY2fP4vsNGyAWi/H9hg210sFk1ZeWlob9+/fjm2++gUQiwfjx42FgYIDDhw9XmdfJyQkdO3YEALRr1w5t2rRRu6H7T5GSkgIvLy9YWFhALpdjxIgRZY6Hv/76KxwcHNC4cWPs2rVLWB4fH4/u3bvD1NQULi4uOHjwoFo+kUiE/fv3o2vXrpBKpfD29q4ynh07dsDY2BibN2/Gxo0bhRuzX3zxBYCSGy1NmjSBTCaDk5MTjh49qpZ/3759aNeuHYyNjWFlZYVFixYBAIYNGwZXV1cAgLOzM4yNjYXPQMl52sXFBaampujevTvi4+OFtFOnTkEqlSIqKgotWrSAnp4eQkJCAADPnz/HyJEjYWFhAZlMBldXV+Tn51fZznpBdcTHx4cmTJggfN64cSMpFArh84EDB8jZ2ZlMTEzI29ubbt++LaQBoDNnzhAR0YMHDwgA3bt3Ty1937595OnpSUZGRuTl5VWm/hfLICKaPn06jRkzRm2djz/+mJYuXVppOz7++GNauHAhERH99ttvdOXKFSIiCggIoD179lBycjJ169aNzM3NSSaT0fDhw0mlUgn5Dx8+TPb29tSoUSNatGgRGRoaCm3Jy8ujCRMmkImJCTVu3Jh++umnSmNhrDZ5eXlRVFRUpeukpKRQ+/btadOmTeWmHzp0iIyMjLSOZdeuXeTq6ip8fvToEUkkEsrIyKhWOc+fPycAdOnSJbXl9+7dIwD04MEDrWPVhjbtbNOmDe3evVv4PGXKFJo2bZrwuarvs23btrR69epqxVtVnZpQKBS0cePGctNycnJowoQJ5Ofnp1FZQ4cOJalUSgBIJpORXC6nNm3aCOmVnVdqKiAggAIDA4XP27dvp7feeqvKfI8ePSJdXV2177ZVq1Z04MAB4fPff/9Njo6O5O/vTz4+PmXKUCqVZG1tTYcPH9auEewf6Wh0NPX386NhgYE0OiiIhgUGUn8/PzoaHV3jMm1sbGoxwn+Po0ePUqNGjdSWDRkyhEJCQqpVzpMnT0gmk9HZs2eFZXPnziUDAwNq27ZthcfS10VwcDD16NGj3LSUlBQ6ffo0qVQqSkhIIIlEQkePHiUioqioKNLX16egoCB6/vw5bd26laRSKWVnZ5NSqaSmTZvS7NmzSalU0qFDh0gikVBCQoJQNgBycXGhmJgYSkxMpF69emkc88v9lVJHjhyh9PR0Ki4upkmTJpGHh4eQFhMTQxKJhHbt2kUqlYqePn1KN2/eFNIruub466+/SCKR0KFDh0ipVNLs2bOpWbNmpFQqhe0gkUioX79+lJKSQhs2bKB58+YREdGqVauoc+fO9Pz5cyouLqabN2+q9TdeJ/Xy5DIhIQFDhw5FaGgo0tLS4OnpiYEDB0KlUmlcxqxZsxAWFoYbN25AIpFUub6/vz92796Nv//+GwDw5MkT7N27Fx9++GGl+Vq3bi3cVQgMDMS8efMAALdu3YKrqytEIhHmzZuHv//+G1euXMG+fftw8uRJAEBubi7GjBmD0NBQJCYm4tmzZ8jNzRXKnjNnDjIyMpCamop9+/Zh6tSpuHnzpsbbgDFtiMViDBkyBO+88w4uXLiglvb48WMYGBjA1tYWnTp1wtixY8stIyYmBl26dNE6lsuXL6N169bCZ0tLSxgZGeHGjRvVKicmJgbGxsZo2bKl1jHVhZq2s7CwEDdu3FDL26pVK7VhlpV9n48ePcLVq1er9S6MJnVqo1OnTkLbNX3Pa+fOncJTvps3byI7O1v4XBvnlfK8/J21atUKV69erXK427Vr12BmZgYzMzO1vC9uv6CgIMycObPCYVhisRje3t4aPf1gr4fc3Fykp6fX+c/Ow4exJDwcYrEYAKD8734uFouxJDwcOw8frlG5AGoc04vXN/82GRkZMDAwUFtmaGgobFNNEBEmT54MHx8feHh4CMvnzJmDx48f49tvv4W/vz8iIiJqLe5XycbGBt26dYOOjg6cnJxgZWWFtLQ0Id3AwADfffcd9PX1MXLkSBARLly4gPPnzyM5ORmzZ8+GWCxG37590aVLlzKvU3z77bfo2LEjFApFmaeMNfHuu+/C3NwcIpEInTt3Vot13bp1GDx4MIYMGQIdHR1IpVK180RFtm3bBg8PD/Tt2xdisRizZs1CUlISzp8/L6yjUqmwefNm2NjYYNy4cZg9ezYAwMTEBAkJCfj111+Rl5eH1q1bQ0dHR+t21gVxXRa+ceNG7Ny5EwCgVCqFE+iLGxco6SiGhobi/Pnz8PT01Kjs0p0IgEY7kYODA3r37o3Vq1cjODgY69evx9ChQ4Ux1hVp3bo1tm7diuzsbCgUCty6dQsAkJycjCZNmkAkEgnDvl7+Y4mIiIBMJhOGDU6ePBnz588HUHIQ+fHHH3HixAno6enB3d0drq6uiI6OhrOzs0bbgDFtHD9+HE+fPsXq1avRq1cvxMXFCfuyqakpcnJycOXKFQwaNAgtWrRAQECAWv5Lly5h/fr1OHbsmNax1MaJ+fHjx/jkk0+wZs0aGBoaah1TXahpOzMzM0FEanlfzlfZ95mUlAQAsLOz0zhWTerURkxMDJKTkzF+/Hj4+PioDYGqido4r5Tn5e/M0NAQRUVFyMrKgrm5ucb5SvOWbr+oqCjcu3cPmzZtqnSCDjs7O7VhU+z1FhcXhytXrtRpHflKJXaePYsGAFQFBWXSlSoVlm/ciNS7d6Gnq1vt8vfs2VOjuNzd3dG+ffsa5X3TWVhYlOlc5+bmwsnJSeMyPvnkE0ilUnz//fdl0ho2bIi+ffvCx8cHW7ZsQf/+/bWO+VUrLCzE3LlzsWPHDqSlpeHZs2dqQ/7FYjFEIhGAkmGuUqkUz549w+PHj2FhYYGGDRsK69rZ2SElJUWtfBMTk1qN99y5c5gzZw6uXbuGnJwctVc8Hjx4AHd392qXmZKSonYe1tPTg4WFhVpbRCIRjI2Ny+QdNWoUsrKysHDhQnzyyScICAjAvHnzXssOZp12LseNG4eff/4ZQMmEPqW9b002blVqshMFBARg3LhxmDlzJlatWoUDBw5UmcfZ2Rnx8fH4/fff0bVrV2RlZeHWrVswMzODSCSq9I/l3r17sLe3L7fc9PR05OTkoFevXsIfU2Fh4b/25V9WP2QyGaZPn44NGzYgIiICkyZNEtIaNGiA9u3bIzAwEOHh4Wqdy7i4OIwZMwb79+9H8+bNtY7DwsICCQkJastyc3M1frE+NzcXffv2xYwZM+p9GvHTp0/j/fffV1s2c+ZM4QlVTdpZevf0xYuX8vJV9H02aFAySIXKeXevb9++OHfunNqy7OxsjevURuPGjbFw4UJ07twZT58+hUwmq3FZtXFeKc/LF425ubnQ0dGp8hxU2cWmUqlEYGAgNm3aJBz/K1JcXCx8f+z116pVKygUijqvx8bREet270ZDiQS64v9dyilVKhQUFmLCkCHwqkFHb+7cuRg8eHCNYnr5Zsq/iaurKx4/fozMzExhtEJcXJzaRF2VCQ0Nxf3793HgwIFKjwk6OjooKOeGwpsgODgYJ0+eRGRkJBwdHSt99z8/Px/p6elQKBTIy8tDeno6CgsLhZGKycnJZeYVqE2ZmZno1asXli1bhv3792P79u3CwyGgpHP7559/Vphft4KbOra2toiKihI+FxQUICMjA7a2thrFNWXKFEyZMgUXLlxA37594enpiX79+mnYqlenTjuXFdFk45ZeBNXmvw7o0aMHTExMMHHiRDg5OaFFixZV5mnUqBGAkhkpJ06ciEePHmH9+vXCy7mV/bHIZDK1+F988dbMzAwSiQRRUVE1uvvBWG2q7ISlp6enNgQwIyMDAwcORHh4ONzc3Gqlfnd3d7WbPWlpacjJyYGLi0uVeYkIo0aNwpAhQzB+/PhaiUcbXl5eFc5YXdN26urqwsXFBXFxccKQ37i4uAqPHS9/nw4ODhCJRLh3716Z415FQy6rW2dN6enpgYg0mlWxNK7yaHvSroi7uzvi4uKEz3FxcXBzc6vybnFlF5upqam4c+cOvLy8AJScG4qLi5GSklJmJEBiYqJGM/uy14OhoeErGTkxrG9fyGUyfL9hA3TFYuiKxVCqVFCpVAjy9UWvt9+ucdm1eQPp38LS0hKDBg3CnDlzsHTpUmzbtg05OTnCSIpSDg4O6Ny5M7Zt2yYsu3XrFoKDgxEfH1/ujaT4+Hg4OjoiMTERW7ZseWNn9I2Pj0eLFi3g6OiI3377DZmZmWrXyJmZmQgPD8fYsWOxaNEiNG3aFO7u7igqKhJuRM6aNQsnTpzAuXPnhIdXdSElJQW5ubno3r07lEoljh07htzcXBQVFUFHRwcfffQRPD09sWnTJmEI719//SWMPCy9xj937hyGDx8u3DwdNWoU5s+fj+PHj6N79+74z3/+Azs7O3Tu3LnKmI4cOYKmTZvCyckJ5ubmEIvF5T7hfC3U1cuclU3o89dff1HDhg3p2LFjpFKpKDg4WO2FVktLS/r2228pKSmJ3nnnnXIn9Hlxsp7yVLTOqlWrCAAdOnRI47a8/fbb1KhRI1IqlbRz505q1KgRrVq1ioiIBg8eTOPGjaPi4mI6deoUGRkZ0cqVK4mI6M8//yQdHR36/fffKTMzk4YOHUoAKCkpiYiIJkyYQP369aPU1FQiKpkAIj4+XuO4GNPGjRs3qLi4mPbs2UN6enr0119/CWkXL16koqIievjwIbVu3ZqCg4OFtDFjxmg8AYumCgsLydbWljZv3kwFBQXk5+dHo0ePVlvn3LlzpFAoykzCtWbNGmrRogUVFxdXWP7rMqGPNu384YcfqEOHDpSVlUVXr14lMzMzunXrlpBe2fdJROTh4UHLli2rVrxV1UlENHLkSLXJ2l5W3oQ+sbGx9Pz5c8rPz6fRo0eXOylbRfLy8kgikdCOHTuIqGQCDKKqzys1FRsbS+bm5nT9+nXKzMwkd3f3MhMjLV26lBQKBZ07d05t+fDhw8nf358KCgrol19+ITs7u3LjCQ4OLndCn/z8fDIzM6NTp05p1Qb2z1U6qc/7/v5aT+ZDxBP6aOPRo0fUu3dvMjQ0pDZt2pSZWI6o5Nr05eNdSEgIiUQiksvlws/mzZuF9KCgIJLL5WRraytMMPm6Cg4OJrFYrNaWnj17EhHR5cuXqXXr1mRhYUGjR4+mJUuWkLGxMR08eJCioqKoW7du5OfnRyYmJtSuXTu16+Hbt2+Tl5cXmZiYkLOzM+3fv1+tXk36BRWpaEKfwMBAksvl5OzsTJs2baJ27drR22+/LaTv27eP3N3dSS6Xk6WlJX3++edq+VesWEHW1tYkl8vJ3t5eWL5//35h4jkvLy+1ieeioqJIR0en3DiXL19OTk5OJJPJyM7OjkJDQ2vU3leh3maLrWzj/vzzz2RsbEwtWrSgXbt21WrnMiYmhpo3b17phejL/Pz8qHv37kT0v9lro/97AK/sj4WIaMmSJWRhYUHNmzentWvXEgB6+vQpEZXMlBgQEEAKhYJkMhk1b96cdu7cqXFcjGmjc+fOJJVKqXXr1mVutvTu3ZuMjY3JxMSEJk6cSHl5eUIaANLX1xdOHC/O1qmNmJgYcnZ2JkNDQ+rXrx+lp6erpUdFRREAtY4uEZG3tzfp6uqqnczu379PRCU3k+RyeZkZRtesWVMrMddETdtZVFREAQEBZGxsTLa2thQeHq6WXtn3SUQUGRlJCoWCsrOzNY61qjqJSmapffk+ZWxsrPBdiEQiMjAwILlcTuPHjyeiktkPTU1NSSaTUY8ePSgxMVHjmIhqdtLWxrp168ja2pqMjY3ps88+o6KiIrX04OBgAlBmtl5NLjZL85fXuVy8eDF5e3vXShvYP1dpB1PbjiURdy4ZY9oTEf17/oFWQUEBBg0ahEGDBmHy5MmvpM4HDx7Azs4OxcXFWLBgASIiItRmhWKMsVdlzpw5OHz4MJYvX14rs/yyuvH48WP89NNPCA8PR1RUlNZDe9k/39OcHMiMjLQuJywsDNOmTauFiBhj/1b/ms7l2rVrhX9ivXbtWmH67rrm7e2NGzduoEGDBmjTpg3WrFlTrdnDGGOsNh06dAirVq3C8uXL+V2+19QXX3wBHR0dzJw5s8oZzRljjLHXyb+mc8kYY4wxxhhjrO7w/OaMMcYYY4wxxrTGnUvGGGOMMcYYY1rjziVjjDHGGENYWFh9h8AYe8PxO5eMMcYYYwy2trZISUmp7zAYY28wfnLJGGOMMcYYY0xr3LlkjDHGGGPsNVVYWIiIiAhcu3atvkOpE6dOnYKDg0O91J2RkYHBgwdDLpfD1NQUw4cPr5c4/km4c1kNGzZsQNOmTSGXy2Fra4szZ87UWV2+vr4ICQmp9XIbN24MY2Nj6OnpoWfPnhXWXV9/5Iyxyt27dw+//PJLjfISEdatW4eOHTvi7t27tRxZWf/0C6K64u/vD19fXyQnJ9d3KOwVeJqTU98hsFqQlpaGPn36QCqVws3NDZcvX9Y477p162BrawtTU1MEBQWh9I21jIwM+Pj4oHnz5hg8eDCuX79ebn4LCwv8+eef5aYNHz4ca9asqX6DaiAkJKTCa8vX1dKlS/HgwQMkJSXh8ePHWLVqldZlZmdnIyQkBE+fPq2FCN88ddK5TEpKgr6+Pk6ePKm2fPjw4Vi+fHldVFnncnNzMWnSJISEhODJkye4c+cO2rZtW99hVVtycjKys7Mxc+bMCtextraGk5PTK4yKvWpbtmyBsbGx8COVSuHo6Cikx8TEwMXFBVKpFP3790dmZqZa/sjISLi6usLY2Bhubm5ITU3VOqaq6qyIv7+/Wlv09fXx0UcfAQDi4+Ph6ekJMzMzWFlZYcWKFVrHqa2atnPz5s3o2LEjOnbsiHnz5pVJr+ji5EUff/wxduzYge3bt6t93xUpKipCQEAATExM0LhxY2zYsEGjWKu6ICrdd0p/dHV1NS67Pk7ammzb8lR2sbl37144OztDLpejefPm+O2334S0ZcuWwcPDAx4eHrh9+3att4e9Po6dPYsx06bh2Nmz9R0K05K/vz+cnJyQmZmJadOmYejQoSgqKqoyX2xsLGbMmIEjR44gISEBp0+fxrp16wAAYrEYU6dOxd27d2FjY1Mm75o1a5CamgpbW1vI5XIsW7YMKpUKAHDgwAFcvnwZtra2sLa2xq+//oq4uLjabfQ/QGpqKtq2bQu5XA6gpKOurezsbMydO/df27kE1ZEvvviC2rVrR0VFRUREFBUVRa1atSKlUllXVdapxMREAkAPHjx4JfX5+PhQcHBwnZUfHBxMPXr0qLPy2Zvlyy+/pK+//pqIiAoKCsja2po2b95M+fn55OfnR2PHjhXWvXjxIpmZmdHx48epuLiYkpOTKScnR6v6q6qzOjw8POjEiRNERJSQkEAxMTFERHTlyhXS19en48ePaxWrNrRp5x9//EEZGRm0fv16cnJyUku7du0amZmZ0fXr1ykzM5Pc3d1p7dq1auts27aNWrRoQc+fP9c43hUrVlCHDh0oKyuLrl69SmZmZhQXF1dlvqysLLp8+TIVFRWRQqGgjRs3Vrhueno62dvbU2ZmpkYx3bt375UeizXZthUZOnQo+fv7U0FBAf3yyy+kUChIpVIREVF0dDQlJiYSEdFPP/1ERkZGlJWVpZZ/9erV5O7uTsXFxbXaJvZ6OBodTf39/Oh9f3/q7+dHR6Oj6zsksrGxqe8Q3kiPHj0iXV1dysjIEJa1atWKDhw4UGXegIAACgwMFD5v376d3nrrrTLrlXcs9fX1pbZt21JmZiaNHj2aBgwYQCkpKUREtGTJEmrbti2dOXOGFi1aRN26dRPOjXWlsmvL5ORk6tatG5mbm5NMJqPhw4cLx8OoqChSKBS0Y8cOUigUZGtrSzt37hTy3r59m7y9vcnExIScnZ3LbFcAtG/fPvL09CQjIyPy8vKqMtbt27eTXC4nXV1dkkgkJJfLSS6X0/Tp04mIKCwsjBwcHEgqlZKjoyMdOXJELf/evXupbdu2JJfLydLSkhYuXEhEJcd9qVRKAEgmk5FcLqc2bdoI+Q4cOEDOzs5kYmJC3t7edPv2bSEtKiqKjIyM6OTJk9S8eXNq2LCh0BfIzc2lESNGkLm5OUmlUmrTpg3l5eVV2c76UGedy+zsbDIzM6Pw8HBSqVTk6upKhw4dEtLv3btH77zzDkmlUnJ1daXoFw6qVX2hle1E33zzDVlbW5NUKiUHBwc6f/68RvFWtuO2a9euzI4il8s1uhjat28fNWvWjGQyGVlaWtIPP/wgpKlUKlqwYAE1bdqUZDIZOTg40LFjx4iopHM5ffp0+uCDD0gul5Onpyc9fvyYiIiKi4tpwYIFpFAoyNLSksaPH09PnjwRyq1sxy1V3gHA29ub5HI5NWzYsEza+vXrycXFhUJDQ6lRo0bk4OBAly5dEtIPHz5M9vb21KhRI1q0aBEZGhrSvXv3qtw+rP6lpKSQg4MDPX36lIiIdu3aRa6urkL6o0ePSCKRCCfN4cOH04wZM2o1hqrq1NSePXuob9++FaZ37NiRvvvuuxrHqa3aaGd5nUtNLk7atm1Lq1evrla8bdq0od27dwufp0yZQtOmTatWGVV1LqdOnUqLFi3SqCxtTto1pemF38uqc7H5/PlzAqB2TCUiUiqVZG1tTYcPH9aiBex1VNqxHBYYSKODgmhYYOBr0cHkzmXNHD16lBo1aqS2bMiQIRQSElJlXg8PD/rpp5+Ez7GxsaSjoyN0vEpVdCzduHEj/d///R/NnDmzTNqNGzdo0aJFNHnyZMrNzdW0OTVWWecyJSWFTp8+TSqVihISEkgikdDRo0eJqKRTpa+vT0FBQfT8+XPaunUrSaVSys7OJqVSSU2bNqXZs2eTUqmkQ4cOkUQioYSEBKFsAOTi4kIxMTGUmJhIvXr10jhmHx8fmjBhQpnlR44cofT0dCouLqZJkyaRh4eHkBYTE0MSiYR27dpFKpWKnj59Sjdv3hTSK7oJ+tdff5FEIqFDhw6RUqmk2bNnU7NmzYQHb1FRUSSRSKhfv36UkpJCGzZsoHnz5hER0apVq6hz5870/PlzKi4upps3b5bZR14XdfbOpVwux+zZszF79mwsXboUjRs3Rt++fYX0kSNH4t1330V2djb8/PwwfPhwYfiAi4sLLl68iCdPnqBHjx6YO3dumfJnzZqFsLAw3LhxAxKJBAAQFxeHRYsW4cKFC3j69CnOnj2Lpk2bVhmrSqXCgAED4OnpibS0NISGhmLo0KG4c+cOAODKlSuIjY0FANy8eRPZ2dnIzs6GqalplWVPmjQJixYtwpMnT/DXX3+hX79+QtqSJUuwZs0a7Ny5E0+ePMHZs2fRokULIX3t2rUYM2YMkpOTkZSUhO3btwMAfvnlF6xatQonTpzAnTt38PDhQ0ydOhUAkJCQgKFDhyI0NBRpaWnw9PTEwIEDhWESlYmKiqp0yOxff/2Fv//+G8nJyWjfvj1CQ0MBlAwZHjNmDEJDQ5GYmIhnz54hNze3yvrY6yEkJARTp06FVCoFAFy+fBmtW7cW0i0tLWFkZIQbN24AAKKjo6Gvr4+OHTvCysoKCxYs0DqGqurURFFREWbNmlVhPE+fPsXt27fRpUsXreOtqdpopybltmrVClevXhWOqY8ePcLVq1er9S5MYWEhbty4Uabc6rxHVJXExETs3bsXgYGBGq2/c+fOMsfi0s/aHPsqU9W2rci1a9dgZmYGMzMztbzlbb+YmBgYGxujZcuWasvFYjG8vb1x+PBhrdrAqic3Nxfp6el19rPz8GEsCQ+HWCwGACj/u4+KxWIsCQ/HzsOH67R+Pj/XvoyMDBgYGKgtMzQ0RHp6erXzGhoaoqioCFlZWVXmvXPnDgIDA9GnTx8cOnQI27ZtE9JUKhWGDh2K1q1bQywWIygoqBotqn02Njbo1q0bdHR04OTkBCsrK6SlpQnpBgYG+O6776Cvr4+RI0eCiHDhwgWcP38eycnJmD17NsRiMfr27YsuXbpg69atauV/++236NixIxQKBY4ePap1vO+++y7Mzc0hEonQuXNntVjXrVuHwYMHY8iQIdDR0YFUKlU7T1Rk27Zt8PDwQN++fSEWizFr1iwkJSXh/PnzwjoqlQqbN2+GjY0Nxo0bh9mzZwMATExMkJCQgF9//RV5eXlo3bo1dHR0tG5nXRDXZeH+/v5YsWIFvvrqK+ECAAAuXbqEW7du4ffff0eDBg3g6+uLTz/9FAkJCWjRogXeffddYd3OnTsjKiqqTNmlOxEAYScyMjJCYWEh1q9fj4kTJ5Y7Pr08le24pV9qTZmYmGDHjh1o2rQp2rRpA5lMJqT9/PPPmDlzJtzc3ACgTLwffPCB0CFv2rSpsGNv2rQJkyZNEt6L/Oqrr9C7d2+sW7dObccFSjrhoaGhOH/+PDw9PbVqi7m5ORYvXowGDRrA1dVV+F4iIiIgk8kwYsQIAMDkyZMxf/58repir0Z8fDwiIiLw/fffC8uqOklmZGQgMjISBw4cQHZ2Nrp27QoXFxe8//77NY5DmxNzqfDwcDg6OqJdu3Zl0ogIkydPho+PDzw8PGocp7Zqo52alPvixYm5uTmSkpIAAHZ2dhqXmZmZCSIqU662sb7o66+/RkBAAPT09LQuq66OfVVtW03zleZ9efs9fvwYn3zyCdasWQNDQ8My5djZ2SE+Pr7G8bPqi4uLw5UrV+qk7HylEjvPnkUDAKqCgjLpSpUKyzduROrdu9DT1a2TGNzd3dG+ffs6KfvfysLCokynPTc3V6P5K17Om5ubCx0dHZiYmFSZ18nJCWfOnIG1tTV27Nih9i69WCzGrl274OzsjE6dOqG4uLgaLap9hYWFmDt3Lnbs2IG0tDQ8e/ZM7f11sVgMkUgEABCJRJBKpXj27BkeP34MCwsLNGzYUFjXzs6uzP9j1WR7Vce5c+cwZ84cXLt2DTk5OWrX6A8ePIC7u3u1y0xJSVE7D+vp6cHCwkKtLSKRCMbGxmXyjho1CllZWVi4cCE++eQTBAQEYN68ea9lB7NOO5cSiQRjx45FdHS02h3Zu3fv4vnz52p3dBs2bIjs7GwAlX+hpcrbiezs7HD48GHMnz8f8+bNw/vvv48ff/yx0gsAoOTL1mTHrYmIiAh8/fXX6NSpE9q0aYNVq1bhrbfeAlCyc1b2ZPXFCw2RSCQcGF7eOe3s7FBYWIj09HSNdtya0tPTQ4MGDcrEc+/ePdjb22tdPnv15syZgwkTJkBfX19YZmFhgYSEBLX1cnNzhZfc5XI5xowZAysrK1hZWWHgwIE4evSoVp3LquqsSkFBAebOnYvw8PBy0z/55BNIpVK1TnRdOX36dJltMXPmTMycOVPrdlakqouT0r9bKmcimr59++LcuXNqy7Kzs4U7ti+XWxuTHQDAjRs3sH//fqxcubJWytPm2LdgwQJhJEapgwcPwtPTs8YXfppcbObm5qJv376YMWNGhdPfFxcXC98fezVatWoFhUJRZ+XbODpi3e7daCiRQFf8v8swpUqFgsJCTBgyBF512Pl7+abHi+r76dabytXVFY8fP0ZmZqZwbRsXFwdfX98q87q7u6tNtBMXFwc3NzeNOw3Ozs4AoDby7eW02jpuayM4OBgnT55EZGQkHB0d0aRJkwrXzc/PR3p6OhQKBfLy8pCeno7CwkJhpGJycjJ69OhRZ7FmZmaiV69eWLZsGfbv34/t27erPTSxs7OrcHZeANCt4MaQra2t2gOzgoICZGRkwNbWVqO4pkyZgilTpuDChQvo27cvPD091UZEvi7q/IzVoEGDMidGGxsbGBkZCcNLs7OzkZ+fj06dOglf6MiRI3H//v1qTwnco0cPREVF4c6dO0hOTsbixYurzGNrayvsuKWSk5M1/rIr4+TkhC1btuDRo0dwd3fHlClThLSqds7K4n3xgik5ORkSiQQWFhZl0qq749aETCbDkydPhM/5+fl1VherPTdv3sSuXbswYcIEteUvn+jS0tKQk5MDFxcXACX7dF5enpAuk8kqvVjRRFV1VuX//u//IJFI8M4775RJCw0Nxf379/HTTz8Jd0XrkpeXl9qx7cWh5tq2syJVXZw4ODhAJBLh3r17ZfIePny4TLxAycnRxcWlTLk1uVtbnnnz5mHYsGHCDH2aquykXdNj36xZs8psg9KnnTW98HvxYvPFvKXbj4gwatQoDBkyBOPHj6+wnMTERI1m9mW1x9DQEBYWFnX2M6xvXwT5+gpDtks7mCqVCkG+vhjWt2+d1l/eE/JS06ZNeyXb+J/G0tISgwYNwpw5c1BYWIgNGzYgJydH7XUwoORYPGrUKLVlkyZNwpYtW3Djxg08fvwYixYtwuTJk19l+K9EfHw8WrRoAUdHR/z222/IzMxUu3bMzMxEeHg4lEolFi1ahKZNm8Ld3R2dO3dG48aNsXDhQhQVFeHo0aM4d+4cRo8eXWexpqSkIDc3F927d4dSqcSxY8eQm5srvA7x0UcfYc+ePdi0aROUSiUKCwtx8+ZNIb+ZmRkkEolw47Z01thRo0bh7NmzOH78OIqKivCf//wHdnZ26Ny5c5UxHTlyRHhdz9zcHGKxuNwnnK+Fun6ps7yXe5VKJbVs2ZJmzZolvGAcHx9PaWlpdO3aNQJACQkJ9OTJExozZgw1atRI7aVVAHTmzJkydf3xxx8UExMjvFz7zjvv0IIFC6qMsfRl4blz55JKpaIjR45Qw4YN1V4WrskMhenp6bR//356/vw5qVQqmjFjhtpLxosXLyZbW1s6d+4cFRcXU3Z2Nt25c4eISl4wfnHSlB49eggzRq1fv54UCgXdu3ePcnJyqHfv3uTr60tEJS8LN2zYkI4dO0YqlYqCg4PVXhYuVdlL1+WlvTyJyLx584SJlP7880/S0dGh33//nTIzM2no0KEEgJKSkjTeVuzV++yzz8jNza3M8sLCQrK1taXNmzdTQUEB+fn50ejRo4X0lStXUrNmzSg1NZUePnxI9vb29Pvvv2sVS1V1EhGdO3eOFAoFLV26tEz+tm3b0tSpU8ssv3nzJunr6782+6K27SQqf0Kf2NhYMjc3V5vR9OXJezw8PGjZsmXViveHH34oM1vsrVu31NYZOXIkKRSKCssobxKKjIwM0tXVpT179lQrHiKivLw8kkgktGPHDiIiYTIzTY991aXJtl26dCkpFAo6d+6c2vLhw4erzRZrZ2cnxLNmzRpq0aJFpTPB5ufnk5mZGZ06dUqrNrDX0+s4WyyruUePHlHv3r3J0NCQ2rRpU2aCLqKS69fyZjJdt24dWVtbk7GxMX322WfCf1qIjY0VJpEUiURkYGBAcrmcxo8fX9fNqZHg4GASi8VCzHK5nHr27ElERJcvX6bWrVuThYUFjR49mpYsWULGxsZ08OBBioqKom7dupGfnx+ZmJhQu3btKD4+Xij39u3b5OXlJUy6uX//frV6K+oXaKKiCX0CAwNJLpeTs7Mzbdq0idq1a0dvv/22kL5v3z5yd3cXZov9/PPP1fKvWLGCrK2tSS6Xk729vbB8//79wsRzXl5eZWaL1dHRKTfO5cuXk5OTE8lkMrKzs6PQ0NAatfdVqJfOJVFJZ+29994jS0tLksvl1KFDB2FHquoLrWgnioqKonbt2glftK+vr8bT7le149akc/n3339T9+7dycTEhExMTKhHjx70119/CekqlYr+85//CLPJ2tvb05YtW4io8s5lcXExzZ8/n+zt7cnS0pLGjRunNltsZTtuqdrsXBKVTHltYWFBzZs3p7Vr1xIAYfZR9npyc3OjyZMnl5sWExNDzs7OZGhoSP369aP09HQhTalU0uTJk0kmk5GNjQ2tXLmyVuKprE6ikr9vAGX+RU9WVhYBoK1bt5YpMyQkhEQikdqJbvPmzbUSb03VtJ1jxowhuVxO+vr61KBBA6E9pZ29ii5OSkVGRpJCoaDs7GyNYy0qKqKAgAAyNjYmW1tbCg8PL7OOl5cXvXyfsqoLoj179hAAevjwocaxvKgmJ21tVLVtg4ODCQBFRUWpLa/sYtPb25t0dXXV9s379++r5V+8eDF5e3vXShvY66m0g8kdS8bYP4WISMP/Bs1YJR48eAA7OzsUFxdjwYIFiIiIUJv9ijFW/+bMmYPDhw9j+fLl9TprLqvc48eP8dNPPyE8PBxRUVF1+loDq39Pc3IgMzKq7zAYY6xW8CwBrFaMGzcO5ubmaNSoEU6dOoXNmzfXd0iMsZd88803mDt3LhYsWIC7d+/WdzisAgsXLsSzZ89w8eJF7lj+C7xOHcuwsLD6DoEx9objJ5eMMcYYY6zMxFiMMVZd/OSSMcYYY4wxxpjWuHPJGGOMMcYYY0xr3LlkjDHGGGOMMaY17lwyxhhjjDHGGNMady4ZY4wxxhhjjGmNO5eMMcYYY4yxenHq1Ck4ODjUS90ZGRkYPHgw5HI5TE1NMXz48HqJ45+kXjuXiYmJEIlECA8Pr88wtHLq1CmIxeJaKcvb2/uN3hY1ERISgp49e9Z3GOw1UVhYiIiICFy7dq2+Q/lHIiKsW7cOHTt25P9z+Rrz9/eHr68vkpOT6zuUcj3NyanvEBh77aSlpaFPnz6QSqVwc3PD5cuXNc67bt062NrawtTUFEFBQXj5vwTevHkTNjY2Fea3sLDAn3/+WW7a8OHDsWbNGo1j0cabeE23dOlSPHjwAElJSXj8+DFWrVqldZnZ2dkICQnB06dPayHCN0+ddS5FIhHmz58vfJ4xYwZEIhESExOFZbq6umjRogXkcnldhcEYK8eWLVtgbGws/EilUjg6OgrpMTExcHFxgVQqRf/+/ZGZmamWPzIyEq6urjA2NoabmxtSU1O1iicjIwM+Pj5o3rw5Bg8ejOvXr2uct6ioCAEBATAxMUHjxo2xYcMGrWKpa1Vt24rcvHkTrVu3hlwuh5WVFb788kvhAiQ+Ph6enp4wMzODlZUVVqxYUW4ZH3/8MXbs2IHt27erfd8V0WbbBgUFwcrKCjKZDJ07d8bVq1eFtLi4OHh4eEAmk8HZ2Rm///67xuXWx0m7qgu/isydOxf29vaQyWTo2rUrHj58qJYuEonU/g4LCgoAAMuWLYOHhwc8PDxw+/btWm+PNo6dPYsx06bh2Nmz9R0KY68Vf39/ODk5ITMzE9OmTcPQoUNRVFRUZb7Y2FjMmDEDR44cQUJCAk6fPo1169YBAAoKCvD999/DxMQEtra2ePDggZAGAGvWrEFqaipsbW0hl8uxbNkyqFQqAMCBAwdw+fJl2NrawtraGr/++ivi4uLqpvFvsNTUVLRt21boi1hYWGhdZnZ2NubOnfuv7VyC6oilpSW1bdtW+NyuXTuysrKie/fu1VWV9SIqKop0dHRqpSwvLy9av359rZT1pggODqYePXrUdxj/el9++SV9/fXXRERUUFBA1tbWtHnzZsrPzyc/Pz8aO3assO7FixfJzMyMjh8/TsXFxZScnEw5OTla1Z+VlUWXL1+moqIiUigUtHHjRo3zrlixgjp06EBZWVl09epVMjMzo7i4OK3iqStVbdvKZGdnU3p6OhERnT17lgDQzZs3iYgoISGBYmJiiIjoypUrpK+vT8ePH1fLv23bNmrRogU9f/5c43i12bb37t0jlUpFz549o8GDB9Pw4cOJiKi4uJhatWpF69evp+LiYtq6dSvZ2tqSSqXSuFwA9ODBA43boY1r166RmZkZXb9+nTIzM8nd3Z3Wrl2rUd6DBw9SdnY2FRYW0gcffECenp5q6VWdglevXk3u7u5UXFxc4/hr09HoaOrv50fv+/tTfz8/OhodXd8hsVr23Xff1XcIb6RHjx6Rrq4uZWRkCMtatWpFBw4cqDJvQEAABQYGCp+3b99Ob731FhER3b9/n/r3708ffPABpaenk6urK02YMEFY19fXl9q2bUuZmZk0evRoGjBgAKWkpBAR0ZIlS6ht27Z05swZWrRoEXXr1o1OnDhRW00uV2XXdMnJydStWzcyNzcnmUxGw4cPF477UVFRpFAoaMeOHaRQKMjW1pZ27twp5L19+zZ5e3uTiYkJOTs7l9muAGjfvn3k6elJRkZG5OXlVWWs27dvJ7lcTrq6uiSRSEgul5NcLqfp06cTEVFYWBg5ODiQVColR0dHOnLkiFr+vXv3Utu2bUkul5OlpSUtXLiQiIiGDh1KUqmUAJBMJiO5XE5t2rQR8h04cICcnZ3JxMSEvL296fbt20JaVFQUGRkZ0cmTJ6l58+bUsGFDCg4OJiKi3NxcGjFiBJmbm5NUKqU2bdpQXl5ele2sD3XWufTy8qJmzZpRQkICXb9+nYYMGUIKhYLu3btHkZGRwpcIgM6cOaOWV6FQUGhoKHXr1o1kMhlNmjRJSKvJxv3777/JwMCAiouLKTs7mzZu3EgqlYoeP34sdIBruuO+2LlUqVTUs2dPmjNnjpDv3r179M4775BUKiVXV1eKfuFk/Pfff1P37t1JJpPR+++/T2+99ZZGncvg4GAaN24cTZs2jUxMTKhdu3Z069YtjeqsbMetyLZt26hPnz5ERBQfH0+HDx8mIqJdu3bR1KlTq6wzLy+PJkyYQCYmJtS4cWP66aef1NpSeiB6+PAh2dnZ0bFjx6rcBqz2pKSkkIODAz19+pSISr5XV1dXIf3Ro0ckkUiEk+bw4cNpxowZdRZPdTuXbdq0od27dwufp0yZQtOmTauL0LRW1bbVhFKppJ9//pnatGlD+fn55a7TsWPHMheJbdu2pdWrV1cr3trYtikpKdS+fXvatGkTEZUc9wAI+xsRkbm5eZkTd3m0OWnXVGUXftVx6NAhMjIyUltWVedSqVSStbW1cMytT6Udy2GBgTQ6KIiGBQZyB5Ox/zp69Cg1atRIbdmQIUMoJCSkyrweHh5q10WxsbGko6OjdsPtiy++oHXr1tGWLVvK5N+4cSP93//9H82cObNM2o0bN2jRokU0efJkys3NrU6TaqSyzmVKSgqdPn2aVCoVJSQkkEQioaNHjxJRybWpvr4+BQUF0fPnz2nr1q0klUopOzublEolNW3alGbPnk1KpZIOHTpEEomEEhIShLIBkIuLC8XExFBiYiL16tVL45h9fHzUOuyljhw5Qunp6VRcXEyTJk0iDw8PIS0mJoYkEgnt2rWLVCoVPX36VLjZS1TxTdC//vqLJBIJHTp0iJRKJc2ePZuaNWtGSqVS2A4SiYT69etHKSkptGHDBpo3bx4REa1atYo6d+5Mz58/p+LiYrp586bGN2VftTp953Lw4MHYvXs39uzZg/fff19Y3rt3b2RnZyM7O7vCvD/88ANWr16Ns2fPYu3atcLQoF9++QVJSUlISkrCkydPsG3bNujq6lYah5WVFfT19fHgwQMcP34cH374IW7evImbN2+iTZs2UKlUGDBgADw9PZGWlobQ0FAMHToUd+7cUStn1qxZCAsLw40bNyCRSMrUM3PmTOjp6SEkJERYNnLkSLz77rvIzs6Gn58fhg8fLgyTGDduHJo1a4aMjAxMnDixwvHy5YmIiICLiwvS09PRuXNnfPzxxxrVCZS81/bdd98hKioKa9eurfKd0datWyM+Ph4AsGLFCvj4+AAAbt26BVdX1yrrnDNnDjIyMpCamop9+/Zh6tSpuHnzplodSqUSw4YNQ0BAwBs3Xv9NFxISgqlTp0IqlQIALl++jNatWwvplpaWMDIywo0bNwAA0dHR0NfXR8eOHWFlZYUFCxbUS9xAyb5848YNtXhbtWpVrXddXqWqtm1VvvjiCzRs2BBffvkltm/fjoYNG5ZZ5+nTp7h9+za6dOkiLHv06BGuXr1arb8tbbft48ePYWBgAFtbW3Tq1Aljx44FAJiZmaFRo0ZYtWoVCgsLceTIETx58gQJCQlVlrlz507ExsYCKBkmnJ2dLXxOSEjA0KFDERoairS0NHh6emLgwIHCELGaevk7a9WqFa5evarRcLcXxcTEqH0nAKCjo4PGjRtj7NixZYbMAoBYLIa3tzcOHz6sUR25ublIT0+v9Z+dhw9jSXi4cK5Q/nebisViLAkPx87Dh+uk3tzc3GptY8bqS0ZGBgwMDNSWGRoaIj09vdp5DQ0NUVRUhKysLADApk2bcOLECfTq1Qv+/v5qr5fduXMHgYGB6NOnDw4dOoRt27YJaSqVCkOHDkXr1q0hFosRFBSkZSu1Y2Njg27dukFHRwdOTk6wsrJCWlqakG5gYIDvvvsO+vr6GDlyJIgIFy5cwPnz55GcnIzZs2dDLBajb9++6NKlC7Zu3apW/rfffouOHTtCoVDg6NGjWsf77rvvwtzcHCKRCJ07d1aLdd26dRg8eDCGDBkCHR0dSKVStfNERbZt2wYPDw/07dsXYrEYs2bNQlJSEs6fPy+so1KpsHnzZtjY2GDcuHGYPXs2AMDExAQJCQn49ddfkZeXh9atW0NHR0frdtaF2pmJpgJDhgzB1KlTUVRUhMjISMyZM0fjvF9++SVatmwJAGjQoAHS0tLQsmVLtY07bNgwjb5MoOSC4Pbt24iOjsawYcNw4cIFFBcXw9XVtdIdt/RLBf634wIos+Nu374d+/fvx4ULFyASiQAAly5dwq1bt/D777+jQYMG8PX1xaeffoqEhATI5XIcO3YM9+/fh66uLgYMGKBxW4CSyX98fX0BAB999BE6duyIwsJCxMbGVlhnixYtAPxvxzU2Nsa4ceOqrKtFixZISUlBfn4+4uLi0LZtWyQkJODWrVvo06dPpe1s3rw5fvzxR5w4cQJ6enpwd3eHq6sroqOj4ezsLNQREBCAxo0bY/r06RpvA6a9+Ph4RERE4PvvvxeWVXWSzMjIQGRkJA4cOIDs7Gx07doVLi4uajeQXpXMzEwQUZkTsyYn9PqgzQUIACxevBhff/01QkJC0KdPH9y6dQuGhoZCOhFh8uTJ8PHxgYeHh7A8KSkJAGBnZ6dxrNpuW1NTU+Tk5ODKlSsYNGgQWrRogYCAAIjFYhw5cgQ+Pj4ICwvD+PHj4erqiidPnmgcW3lePGkDJTcDQ0NDcf78eXh6eta43Mou/MzNzTUq49KlS1i/fj2OHTumtlylUiE5ORnTp0/HoEGDcP78eeH8UcrOzk64uVeVuLg4XLlyRaN1NZWvVGLn2bNoAED133dCX6RUqbB840ak3r0LvSpu9FaXu7s72rdvX6tlMlYXLCwsytwMyc3NhZOTU7Xz5ubmQkdHByYmJgCAESNGoGPHjrCzs8OZM2fUZlV1cnLCmTNnYG1tjR07dqi9Sy8Wi7Fr1y44OzujU6dOKC4u1rKV2iksLMTcuXOxY8cOpKWl4dmzZ2rvr4vFYuH4JxKJIJVK8ezZMzx+/BgWFhZqN1Pt7OyQkpKiVn7p9qot586dw5w5c3Dt2jXk5OSoTaj04MEDuLu7V7vMlJQUtfOwnp4eLCws1NpS+i7+y0aNGoWsrCwsXLgQn3zyCQICAjBv3rzXsoNZp53Ljh07IiUlBY6OjjAzM6tW3hdP5iKRSPijqOnGdXZ2Rnx8PG7cuIGZM2di+/btMDAwQP/+/ZGSkqL1jhsWFoZWrVpBJpMJy+7evYvnz5+rtb1hw4bIzs4WLqRsbW012Bplvfi0ViaTgYiQk5NTaZ2lKtpxKyKRSNCkSRNcuXIFUqkUrq6uuHDhAuLj4+Hs7IwDBw5UWGd6ejpycnLQq1cv4aBRWFio9pJzWloazp8/j3nz5tVgSzBtzJkzBxMmTIC+vr6wzMLCosxTpNzcXOEld7lcjjFjxsDKygpWVlYYOHAgjh49Wi+dy9K7ii+fmGvjhfyaOn36dJltMXPmTMycObPKbasJqVSKxYsXY+3atTh58iQGDhwopH3yySeQSqVqNwuAkht0AMqdiKZv3744d+6c2rLs7Oxa2bYNGjRA+/btERgYiPDwcAQEBAAAXF1d8ccffwjr2draVvsc8TJNTtoVWbBgAUJDQ9WWHTx4EJ6enlVe+FUlLi4OY8aMwf79+9G8efMy6Y0bN8bKlSthbm6OhIQENGvWTC29uLhY+P6q0qpVKygUCo3WrQ4bR0es270bDSUS6L4w0kWpUqGgsBAThgyBVx10Al++EcPY68rV1RWPHz9GZmamcCyLi4sTHgJUxt3dXW2inbi4OLi5uQnXtRKJRDh2uLi4lMlfeqO+9AFCeWn1eU4sFRwcjJMnTyIyMhKOjo5o0qRJhevm5+cjPT0dCoUCeXl5SE9PR2FhoTBqMDk5GT169KizWDMzM9GrVy8sW7YM+/fvx/bt29UmKbWzs6t0tGFFIyptbW0RFRUlfC4oKEBGRobGfYEpU6ZgypQpuHDhAvr27QtPT0/069dPw1a9OnXauRSJRPjmm280vrurqZps3NatW+PKlSswMDBAp06d8MUXX8DU1BRffvkl/vrrL6133K1bt6Jjx46YN2+e8ITWxsYGRkZG5Q7/LT2Q5OTkCDNUKZVKjet70YMHDyCVSmFqalppndpo3bo1wsPD0aVLF7i4uCAyMhJEBH19/UrrLCoqgkQiQVRUVIV3eSwtLRESEoJRo0bBzc0N77zzTq3Gzsp38+ZN7Nq1q8zwb3d3dxw4cED4nJaWhpycHOGk5uTkhLy8PCFdJpPV2r/jqS5dXV24uLggLi5OGOkQFxdXozuKtcXLy6vCv7+qtq2mGjRoAF1dXbWhmaGhobh//z4OHDhQ5umXg4MDRCIR7t27V+YCpKIhl7W5bfX09CocRvrHH38gNTVV46eLdXHSnjVrFmbNmlVuWlUXfpXJyMjAwIEDER4eDjc3twrXKy2roJwng4mJiRrN7AuUPFV98Ul2bRnWty/kMhm+37ABumIxdMViKFUqqFQqBPn6otfbb9d6nax+hIWFYdq0afUdxhvH0tISgwYNwpw5c7B06VJs27YNOTk5wkiKUg4ODujcubPa8NVJkybhnXfewaRJk2BjY4NFixZh8uTJr7oJdS4+Ph4tWrSAo6MjfvvtN2RmZqqNWMnMzER4eDjGjh2LRYsWoWnTpnB3d0dRUREaN26MhQsXYtasWThx4gTOnTuHn3/+uc5iTUlJQW5uLrp37w6lUoljx44hNzcXRUVF0NHRwUcffQRPT09s2rRJGML7119/CZ15MzMzSCQSnDt3DsOHD8fTp08hk8kwatQozJ8/H8ePH0f37t3xn//8B3Z2dujcuXOVMR05cgRNmzaFk5MTzM3NIRaLq/Wg6JWqq5c5y5upqXRCnxehggl9XpzQQ0dHh6KiooiIKDIyUniJ986dO2RpaUlnz56tMp5jx46RVCqlBQsWEFHJ5BbOzs5ERMLLwnPnziWVSkVHjhyhhg0blnlZ+OU4idQn9Dl+/Djp6uoKE2AolUpq2bIlzZo1S3iROj4+ntLS0kipVJKdnR0tXbqUlEolLViwgGQymcYT+lhbW9O5c+fo+fPn1Lt3b/L396+yzpfjrY5Zs2aRVCqls2fPUkZGBllbW9OIESM0qnPChAnUr18/Sk1NJaKSSUzi4+OFtpS+/B0cHEympqZ0586dasfHqu+zzz4jNze3MssLCwvJ1taWNm/eTAUFBeTn50ejR48W0leuXEnNmjWj1NRUevjwIdnb29Pvv/9ea3FVNKHPuXPnSKFQ0NKlS9WW//DDD2VmNH1xgqvXSVXblqjidiYmJtKjR4+ouLiYVq5cSXK5nLKysoiI6ObNm6Svr09JSUkV1u3h4UHLli2rVryabNuRI0eSQqEok/fixYtUVFREDx8+pNatW6tNHHbp0iXKy8uj7Oxseuedd2jw4MEax5SXl0cSiYR27NhBRERPnjwhopKJEho2bEjHjh0jlUpFwcHBahMl1FRsbCyZm5urzRb78sRIS5cuJYVCQefOnVNbPmbMGPLz8yu33CdPnlBSUhKpVCoKCgqili1blok1Pz+fzMzM6NSpU1q1obbwbLH/fDY2NvUdwhvr0aNH1Lt3bzI0NKQ2bdrQpUuXyqwDoNzr43Xr1pG1tTUZGxvTZ599RkVFRa8g4toXHBxMYrFYmLRTLpdTz549iYjo8uXL1Lp1a7KwsKDRo0fTkiVLyNjYmA4ePEhRUVHUrVs38vPzEyaqLL1OJCqZdNPLy0uYdHP//v1q9VZ0ja6Jiib0CQwMJLlcTs7OzrRp0yZq164dvf3220L6vn37yN3dXZgt9vPPP1fLv2LFCrK2tia5XE729vbC8v379wsTz3l5eZWZLbaia/Tly5eTk5MTyWQysrOzo9DQ0Bq191V44zqXNd24qampBIBOnz5NRCUdntIdnqjmO+7LO8Ly5cvJ0NCQrl27RkQlM0a99957ZGlpSXK5nDp06CD8wZw6dYqaNm1KlpaWFBYWRl27dtW4c/nuu+9St27dSCqV0ogRI9T+FURldda0c7llyxbS09OjgoICIiJycnKi+fPna1RnTk4OBQQEkEKhIJlMRs2bNxemmH6xc1lcXEzDhg0jZ2dntZkkWd1wc3OjyZMnl5sWExNDzs7OZGhoSP369RP+BQZRyc2EyZMnk0wmIxsbG1q5cqXWscTGxgonIpFIRAYGBiSXy2n8+PHCOlFRUQSgzOzGRUVFFBAQQMbGxmRra0vh4eFax1OXKtu2RBW389ChQ2RtbU1SqZRcXFzU/tVISEgIiUQitRP65s2b1fJHRkaSQqGg7OxsjWPVZNt6eXmVO+tp7969ydjYmExMTGjixIlqs3rPnz+frKysyNTUlD766KNq/yubmpy0tVHVhV9wcDABEM5TpQCQvr6+8J28OLNtQkIC2dvbk1wup3feeUftQqrU4sWLydvbu1baUFtKO5jcsfxn4s4lY0xbIiIN/xs0e22EhIQgMTER4eHh9R0KY+wNMmfOHBw+fBjLly8vM3Mpe308fvwYP/30E8LDwxEVFVXjd/PrytOcHMiMjOo7DFYHbG1tNXpPmTHGKlKn/4qEMcbY6+Obb77B3LlzsWDBAty9e7e+w2EVWLhwIZ49e4aLFy++dh1LANyxZIwxViF+cskYY4wxxvjJJWNMa/zkkjHGGGOMMcaY1rhzyRhjjDHGGGNMa9y5ZIwxxhhjjDGmNe5cMsYYY4wxxhjTGncuGWOMMcYYgoKC6jsExtgbjmeLZYwxxhhjjDGmNY2fXEZERMDb2xsymQz6+vpwdXXF8uXLUVxcXJfx1YrPPvsMIpEIvr6+wrJTp05BJBLB2Ni43uJijDHGGGOMsX8KsSYrrVmzBpMnTwYADB48GObm5ti8eTOmTp2KS5cuYcOGDXUaZF1QKBSYNWsW9PX16zsUxhhjjDHGGHvjVfnk8tmzZ5g+fToA4JtvvsHu3buxZs0a7N27FwCwceNGREdHIz8/HwsWLEDLli1hYGAABwcHIV9lad7e3hCJRFi2bBkAYO/evRCJRHBwcAAAJCYmQiQSQSQS4fPPP4eDgwPMzc3x+eefC09N582bhyZNmsDAwAB6enpo3bo11q5dCwAIDw/H999/DwD45ZdfhCeY9+/fx4IFCxAaGiq0NTY2Fn369IGZmRksLS0xYMAAxMXFCekODg4QiUSYMmUKOnbsCCMjI3h7e+Phw4c13f6MMcYYY4wx9o9QZefy3LlzePr0KQBg3LhxwvJevXrB1tYWAHD48GH4+/tj9uzZePbsGSZNmgRXV1fs2rULACpNq45bt26hf//+yMnJQVhYGHbs2AEAuH//PlxdXeHv749Bgwbh9u3bmDx5MmJjY+Hm5oaOHTsCAFxdXTFr1iy89957Zcp++PAhvLy8cOTIEfTt2xdeXl7CUOCsrCy1dffu3QuFQoEGDRrg9OnTWLhwYbXbwhhjjDH2OgkLC6vvEBhjb7gqh8Wmp6cLv1tbW6ulNW7cGCkpKUhNTUV4eDgAIDIyEm3atAEA3LhxAw8ePMD69evLTauuLVu2wNjYGA0aNMDKlSsRERGBUaNG4eeff8adO3dw5coVODo64vfff8eDBw8QGxuLDz74AF26dMGFCxfQrl07zJ8/H0DJO5cv2rhxI7Kzs9GzZ09s2rQJANC+fXtcvnwZv/76K/z8/IR1f/zxRwwaNAhffvklFi5cqPZ0kzHGGGPsTbRkyRJMmzatvsNgjL3BqnxyaWFhIfz+8vDPv//+G0DJ0FUAaNiwodB5BAAXFxc8ePCgwrQXVWfS2saNGwMAHj9+DADw9fVF06ZNMX78eKxZswbPnj0DAKhUKo3LLG1Ds2bNhGWlv9+/f7/cPKXbprCwUON6GGOMMcYYY+yfqMrOpYeHB2QyGQAITyAB4Pjx40KnKyQkBABQUFCAP//8U1gnPj5eGDpbXhoASCQSACgz9LQy169fBwA4OTnh2rVr+OWXXyCRSHD//n1cvXoVbm5u6o1sUNLMyjqbpe943rlzR1hW+ntp2stKy2WMMcYYY4yxf7sqh8UaGRkhNDQUkydPxrx58xAXFwcTExNs3rwZADB+/Hh4eXnhgw8+wKZNm9CjRw8MHToUqampuHLlChISEipNa9myJY4dO4YffvgBDx48QFRUVIWxzJo1C1lZWdi2bRtEIhFGjRoFmUwGkUgEpVKJpUuXgohw6dIltXz29vYAgIMHD+Krr75Cly5dIJVK1db54IMPsGDBAhw9ehTjxo2DUqnExYsX0ahRIwwbNqzaG5YxxhhjjDHG/k00evTm5+eHAwcOoGvXrjh8+DB++eUXNGnSBEuXLhWeZq5ZswZz586FgYEBVq9ejbNnz2LgwIFVps2YMQOenp7Iz8/H1atX0bNnzwrjiI2Nxb59+9C0aVP8+uuv8PDwQJMmTRAWFgYzMzOsWrUKGRkZaN68uVq+jz76CAMGDEBRURHCwsLw22+/lSnbxsYGp0+fxrvvvotDhw7hxIkTGDBgAE6dOgUTExPNtiZjjDHGGGOM/UuJqDovO9aDxMRENGnSBEDJ0FljY+P6DYgxxhhj7B/I1tYWKSkp9R0GY+wNxi8NMsYYY4wxxhjTWpXvXNY3BweHas0kyxhjjDHGGGPs1eMnl4wxxhhjjDHGtMadS8YYY4wxhqCgoPoOgTH2hnvtJ/RhjDHGGGOMMfb64yeXjDHGGGOMMca0xp1LxhhjjDHGGGNa484lY4wxxhhjjL3EwcEBvr6+9R3GG4U7l4wxxhhjDGFhYbVSztOcnFop502SlpaGPn36QCqVws3NDZcvX9YoX3x8PDw9PWFmZgYrKyusWLGijiOtO0+fPsUHH3wAY2NjNGrUCN988019h1SlZcuWITY2tsJ0JycnWFtbv8KI3nz12rksLCxEREQErl27Vu28vr6+cHBwKDft8uXL6NChA2QyGSwsLLQ+WI4aNQrGxsYwMjKCWFz7/xq0Nu+KXL16FcbGxjA2NoZYLMb8+fNrpVxteHt7vxZxMPZvR0RYt24dOnbsiLt379Z3OP8aFy9exKFDhzRe39/fH76+vkhOTq7DqBgra8mSJVqXcezsWYyZNg3Hzp6thYjeHP7+/nByckJmZiamTZuGoUOHoqioqMp8YrEYS5YsQWZmJiIjIzFjxgycOHHiFURc+z777DM8f/4cDx48wPnz57Fx40Zs2LChvsOqVFWdyxMnTuA///nPK4zozVcvncuMjAz4+PigefPmGDx4MK5fv17tMqytreHk5FRuWmBgIN566y1kZWXh0aNHWnfctm3bhuzsbBw8eFCrcipSm3dF2rZti+zsbGRnZ8PT07NWymT/PFu2bBFuQhgbG0MqlcLR0VFIj4mJgYuLC6RSKfr374/MzEy1/JGRkXB1dYWxsTHc3NyQmpqqdUxV1VmRvXv3wtnZGXK5HM2bN8dvv/2mlu7t7Q0jIyOhrfV90q5pO4uKihAQEAATExM0bty4zAlbk3Z+/PHH2LFjB7Zv3672fde0zspU1s4tW7bA3t4eUqkUzZo1w9atWzUuNzs7GyEhIXj69KnGebS1bt062NrawtTUFEFBQdB0kvWvvvoKzZs3R8+ePbF79261tMr222XLlsHDwwMeHh64fft2rbaFsbp07OxZfL9hA8RiMb7fsOFf08FMS0vD/v378c0330AikWD8+PEwMDDA4cOHq8zr5OSEjh07AgDatWuHNm3a4OrVq3Ucce1LT0/H5s2bsXjxYkilUjg4OGDGjBlYtmyZsM7NmzfRq1cvmJmZwdTUFEOGDBHSHj9+jA8//BA2NjYwNjaGq6sr0tPTAQAikQjR0dEAgOTkZIhEIiQmJgIoOfeFhYWhf//+MDExweDBg/Hs2TMAQEpKCry8vGBhYQG5XI4RI0YIHf5ly5bB2NgYSUlJmDx5snDuTEpKQm5ubqUPap4+fQofHx9YWVnBwcEB3377rXBeCA8PR5s2bfDdd9/B2toaTZo00fgp9j8G1YOsrCy6fPkyFRUVkUKhoI0bN9Zq+Q4ODrVeJhFRVFQU6ejo1Hq5dcXLy4vmzZtX32G8NnGwin355Zf09ddfExFRQUEBWVtb0+bNmyk/P5/8/Pxo7NixwroXL14kMzMzOn78OBUXF1NycjLl5ORoVX9VdVYmOjqaEhMTiYjop59+IiMjI8rKyhLSvby8KCoqSqv4aos27VyxYgV16NCBsrKy6OrVq2RmZkZxcXFCelXt3LZtG7Vo0YKeP3+ucbxV1VmRqtqZkpJCz58/J6VSSYsWLSILCwuNY7p37x4BoAcPHmicRxvXrl0jMzMzun79OmVmZpK7uzutXbtWo7zR0dH0/Plz8vHxoQkTJpRJq2y/JSJavXo1ubu7U3Fxca20hbGq2NjY1Djv0eho6u/nR8MCA2l0UBANCwyk/n5+dDQ6uhYjfD0dPXqUGjVqpLZsyJAhFBISUq1ynjx5QjKZjM6ePVub4b0SJ06cILlcrrbsypUrpKOjQ0qlkp4+fUqNGjWiGTNmUF5eHhUWFtKlS5eEdfv160e9evWiR48eUXFxMd24cYNyc3OJiAgAnTlzhoiIHjx4QADo3r17RFRy7mvRogXFxMRQTk4OvfXWWzRnzhwiKjnXnD59mlQqFSUkJJBEIqGjR4+qxVhVP6S8a1gfHx/q1asXPXv2jBISEsjW1pbCw8OJiGj9/2fvvsOiOto+AP+WZoFll96kW4I0g7FhgUSNvWtilzcqKIloMG80wYi9RsUajRKJPfaOsQSNGEUlYgMriAIKAq4K0hae7w9ezudK2YUF0eS5r2sv3ZkzM88czp49c8rsxo1Up04dmjx5Msnlcho4cCB9/vnnlV+h77FauXIplUrh4eEBDY3KN//xxx9DKpWibt266NSpk0JeQEAApFIpEhMTFc5CHDx4UGm9hYWFmDdvHho1agSJRAJ7e3ucPHlSpZhOnTqFpk2bQiqVomvXrgpXcWbMmIFevXph+fLlsLS0hKamJk6fPq30rAgAHDhwAB9++CGkUinMzMywcOFCABWfiamq8ePHC/WfPXsWV65cAVC8Tvfv3w8iwrx582BnZwczMzOMGjVK4cpBef180x9//AFra2uFdbRs2TJYWVnBxMQEX375JQoKCoQ8b29vzJ8/H//5z39gYGAAkUikVj9ZaSkpKdi+fTv++9//AgAOHz4MExMTDB06FHXq1MHs2bOxa9cu4crTokWLMGbMGHTs2BEikQhWVlbQ1dVVKwZlbVakbdu2sLW1BQCMHDkSWVlZuH//vlrx1BR1+vnzzz/ju+++E64Wf/bZZ9iwYYPKbS9YsACBgYGoV6+eymWq2qayflpaWqJevXrIy8vDnTt30K9fP5XiGThwINzc3AAAzs7Owtnt19t1cXGBoaEhPv74Y9y+fVvlvpZnw4YNGDZsmFDvlClTsHbtWpXKtm3bttz1rcp2+8UXX+Dx48f4/fff1esE+1fLzs7G06dPVXoBUHnZ11+7w8OxNCxMeHSoQC4H8L9bPsPCsDs8vEr1qvLKzs6utXVbIj09HfXr11dI09XVFdapKogIfn5+GDVqFDw9Pas7xBqXlpYGiUSikCaVSlFYWIj09HQcPnwYGhoamDdvHurWrQttbW00b94cAPD48WMcPXoUK1asgKmpKUQiEZydnUut0/J8+eWXaNmyJXR1dTF48GDh+N3S0hIdOnSApqYmHB0dYWZmhrS0NLX6WVhYiO3btyMoKAh6enpwdHTEmDFjsHnzZmEZY2NjLFq0CJqamnBzc1O7zfdN9T9AWMMiIiIAFA9mSi6Rl1ixYgVWrFgBOzs7zJkzB8OHD1e53qVLl+Lnn3/GgQMHhNv8VBmwpaWlYdCgQdi/fz88PT0xcuRITJo0CTt37hSWOXfuHBwcHHDv3j1MnDgRGhoa0NXVhUwmA1A8gHrTxYsX8dlnn2H79u3o06ePcA87UHx7wOzZs9G2bVs8ePAATZs2xR9//IHOnTur3N83NW3aVGFAaW9vj7179yI2NhaTJk3Cr7/+ijVr1uDMmTMwMzND//79MXHiRGzcuLHCfr4uMTERI0aMwM6dO2FpaQkAOHr0KFatWoWoqCjUq1cPbdu2xfr16+Hv7y+UW758ORYuXIhffvkFH3zwQZX7yMo2Y8YMTJw4EWKxGEDxM8tNmzYV8k1NTaGnp4cbN27Ay8sLkZGRcHZ2RsuWLZGYmIiAgAAEBQWpFYOyNlUVFRUFqVSqsJ1oaWmhf//+aNasGRYsWCDcflQbqtrP/Px83LhxQ6Gsk5OTwq2WFfUzNTUVMTExpU7IVUSVNtXpZ6tWrXDx4kW0atVK5RN5u3fvxoMHD2Bvb4+bN2+iQYMGQt69e/cwYMAA7N+/H507d8bMmTPRq1cvxMbGqvWsfHR0NEaOHCm8d3JyQkxMDAoLC6GpqVnlel9X1nYLFP9Nvb29ER4ejq5du1ZLW+zfJy4uDn///bfKy+/bt69S9ecWFGD3uXPQACDPyyuVXyCXY8XmzUiJj0ddbe1K1a0KDw8PfPTRR9Veb2WYmJiUGuRmZ2eX+/hWWb788kuIxWIsX768usN7K0xNTfH8+XOFNJlMBk1NTRgbG+PRo0ewt7cv88JSyfFtZdbX67Rf26709fWF22Lz8/Mxc+ZM7Ny5E2lpaXj58qXKjzWUJz09Hfn5+bC2thbSrK2tkZycLLyvW7eu0E+RSISioiK12nzf1NjgUiqVlpl+8uTJWt8JlGXDhg2YOnUq3N3dAUAY/CizadMmtG7dGh06dAAADB8+HKNHj1ZYxt7eXthZrF+/XqV6Q0ND0a9fP+F+dLFYLBysWVpaCvFV15mYpk2bYvv27ZDJZLC1tUVsbCyA4nvb7e3t4evri7Fjxwof/O+//x5dunRBaGio8AGqqJ85OTno168fpk2bhrZt2wrpa9asgZ+fn3CQ2Lt3b5w9e1ZhcDls2DCMGjUKAKrlSgT7f7dv38aRI0cUvsyUnYFNT0/HsWPHcOjQIchkMrRv3x4uLi7o06dPleOojrO+mZmZ+PLLL/Hzzz8rXEk9efIkXrx4gXXr1qFz586Ii4tT+fNd3araz4yMDBCRQtk3y1XUz4cPHwKAwpehMqq0WR5V+hkVFYWkpCSMHDkSo0aNwp49e1SOrSw7duyAp6cnunXrBgAICgrC4sWLceHCBbWeP3+zL7q6uigsLMSzZ89gbGysVsxA+dttCWtra97vMbU4OTkJV8mVmTlzpsp3ErzO0sEBoXv3oo6ODrRfO5lTIJcjLz8fo/v3h1cNHfupenWrJrm5uSEzMxMZGRkwMjICUDyoV3XOj8WLFyMxMRGHDh16b+/QcnV1RU5ODu7fvy8cK/79999wc3ODlpYWrK2tER8fX+aJuZLvprt37yqcmHxdyaDwzQHsmx49eiRs78HBwfjjjz9w7NgxODg4wN7evtTy2pU84WFsbAwdHR0kJycLcxckJSXBysqqUvX8k9XYbbElk8q8+XoXB5ZA8cbYsGHDSpeLj4/HqVOnhFtcBw8ejFevXiksY2BgUK3x5OfnIygoSLiFNykpSe0zMc7Ozrh9+zb++usvtG/fHmZmZoiNjYWRkRFEIhGSk5NLnaXJz89XOFisqJ8RERG4du0aWrRooZAeHx+PmTNnCutvzZo1yHpjCvOqrD+mmunTp2P06NEKt+6VdwbWxMQEACCRSDB06FCYmZmhSZMm6NWrF44fP65WHMraVCY7OxvdunXDlClTMGjQoFL5+vr6+O9//wsbGxscOXJErVjVUdV+GhsbQyQSKZQtq1x5/Sw5AVTWfqJbt24KkzuVnBhUtU11+tmgQQMsWLAA+/btU3uCnjf3UXXr1oWJiYnC2eSqeLMv2dnZ0NTUrJb9krLtFgCKioqq9AgJYyV0dXVhYmKi0guAysu+/hrYrRsCfXwg/9/tsCUDTLlcjkAfHwzs1q1K9aryUvexjOpgamqKvn37Yvr06cjPz8emTZuQlZUlnOwqYWdnh8GDByukxcbGIjg4GGvXrn2vP+slj0JMmTIFWVlZSExMxKJFizBp0iQAQM+ePUFECAwMRFZWFohImLjIwsIC3bt3h7+/v3Ay9OHDh8KjFKampoiMjMSjR48QEBBQqu0tW7YgOTkZDx8+RFhYmHC3ye3bt9GkSRM4ODjgzz//REZGRqnBqaWlJS5evIiioiLk5eUhPz+/wn5qampiyJAhWLBgAbKzs5GQkIDQ0FCMGDFCndX3j1JjW/GbByslr8uXL9dUk2qxtrbGnTt3Kl3O0tISXbp0EQbPL168UHpWRd14goODcfLkSRw7dgwymQw2NjZqt2dubg6geAbD9u3bo1WrVti4caPwPJOVlZXCQVpSUhJ0dHRUPvgv2Wn07dsXjx8/FtItLS0xe/ZsYf1lZWXh0KFDaveHKXfz5k3s2bOn1JV2Dw8PxMXFCe/T0tKQlZUFFxcXAMVXy3NycoR8fX19tc8cK2uzIkSEwYMHo3///gq3L5ZFU1MTeWXctvW2VLWf2tracHFxUSgbFxcHDw+PMpd/s592dnYQiURISEgotWx4eHipk4BVabOq/axbty6ISOXnxss7y/zmPiovLw/p6elqn01+sy9xcXFwd3dX+5ZYVbfbBw8eqDSzL2O1rXPbtpg4ciRycnPxKjcXObm5mDhyJDq/drfSP9mqVatw//59GBoa4scff8S+fftK3ZKfmJiIJ0+eKKTt2rULubm5cHV1FY6Vt23b9jZDrzbLly9HnTp1YGVlhZYtW2Lo0KHC/k0sFuPUqVO4desW7OzsYGxsjK+++koou2XLFjg6OsLT0xNSqRQ9evRAamoqAGDevHlYtGgROnfujC+//LJUu02aNEHHjh3h7u4OX19f4WTdtGnTEB0dDTMzM6xbtw6zZs3CtGnTFE6+zp49GydOnIBUKoW9vb1KP4+4YsUKGBkZwcHBAd7e3vDz81N6/PGvUivTCL2mqrPFBgcHU8eOHautzkWLFpGVlRWdP3+eioqKSCaT0f379xWWKWu22Pv375NYLKY9e/aQXC4nuVxO58+fVynOEmXNRHXhwgXS0tKizZs3U35+PuXl5dGNGzeIiKhfv340YsQIKioqotOnT5Oenh6tWrVKpXor0rZtWzI3N6eCggLavXs3mZub05o1a4ioePYrW1tbSkhIoKysLOrSpQv5+Pio1M+SOORyOXXq1IlatWpFubm5RES0efNmsre3p5iYGCIiysrKoujo6Cr3galu0qRJ5O7uXio9Pz+frKysaOvWrZSXl0e+vr40ZMgQIX/VqlXUqFEjSklJocePH5ONjQ399ddfasWirE0iovPnz5OtrS0tW7ZMIf3nn3+mJk2alDuj5o0bN6ioqIj27dtHdevWpbt376oVqzrU6efq1atLzdwaGxsr5Cvrp6enJ4WEhFQqXmVtEhF9/vnnZGtrW6l+Xrt2jV69ekW5ubk0ZMgQ8vLyUjmmnJwc0tHRoZ07dxJR8eyKRER3796lOnXq0IkTJ0gul1NwcDA1atSICgoKKtXnN127do2MjY0VZotdt26dwjLLli0jW1tbhX3/68qaLVbZdktElJubS0ZGRnT69Gm1+sCYqtSZLbZEyayx/4ZZYlnt8/Lyoo0bN9Z2GOw1tTK4vHbtGkkkEpJIJCQSiah+/fokkUho5MiRKtdR3YNLuVxO8+fPp0aNGpG+vj7Z2NjQtm3bFJYp76dIIiIiqFWrVmRgYECGhobUpUsXleIsUd4A6sCBA+Th4UESiYRMTU3pm2++ISKi6Ohoatq0KZmYmNCQIUNo6dKlJJVK6fDhwyrVWx5fX1/6+OOPiej/p3qO/N+XQ1FREc2ZM4dsbGzI1NSURowYIRzUKevn63FkZmZSw4YNFf7Wq1evpg8++IAkEglZWlrStGnTqtwHpjp3d3fy8/MrMy8qKoqcnZ1JV1eXunfvTk+fPhXyCgoKyM/Pj/T19cnS0rLMExtVUVGbRMWfMwAUHByskO7t7U3a2trCPkUikVBiYqKQ37p1axKLxdS0aVM6evRotcSqjqr2s7CwkCZMmEBSqVRh2vMSyvp57NgxsrW1JZlMpnKsytokKv6MlnWesqJ+zpw5kwwNDUlfX586duwo/CSHqlauXEkWFhYkkUjIxsZGSD948CA5OzuTgYEBeXl50a1btypVb3lCQ0PJwsKCpFIpTZo0iQoLCxXyg4ODCUCpn4KxsbEhiURC2trapKOjQxKJhBwcHIhI+XZLVHzS09vbu1r6wJgqfvzxx2qp5/nLl9VSD2PK8ODy3SMiUvNhPcYYY++F6dOnIzw8HCtWrECbNm1qOxxWjszMTKxduxZhYWGIiIjgiSIYY4y9N3hwyRhj/yJHjx7FmjVrsGLFCn6W7x317bffQlNTE1OnTi31u3GMMcbYu4wHl4wxxhhjjDHG1Pb+znnMGGOMMcYYY+ydwYNLxhhjjDGGJUuW1HYIjLH3HN8WyxhjjDHGSv1eLGOMVRZfuWSMMcYYY4wxpjYeXDLGGGOMMcbYG+zs7ODj41PbYbxXeHDJGGOMMcbU9iIrq7ZDqDVpaWno2rUrxGIx3N3dER0drVK527dvo127djAyMoKZmRlWrlwp5D18+BBSqVThJRKJ8PDhw5rqhlpevHiB4cOHQyqVwtzcHLNmzartkJQKCQnBtWvXys13dHSEhYXFW4zo/Verg8v8/HwcOXIEV69erXRZHx8f2NnZlZkXHR2NFi1aQF9fHyYmJvyAeiVVtG7fF97e3pgzZ05th8HeooSEBPz666+1HcY7jYgQGhqKli1bIj4+vrbD+de4dOkSjh49WmZeWdutv78/fHx8kJSU9DbCY6xanDh3DkMnT8aJc+dqO5Ra4e/vD0dHR2RkZGDy5MkYMGAACgsLlZbT0tLC0qVLkZGRgWPHjmHKlCk4deoUAMDGxgYymUx47dy5E+3bt4eNjU1Nd6dKJk2ahFevXuHRo0e4cOECNm/ejE2bNtV2WBVSNrg8deoU5s+f/xYjev/VyuAyPT0do0aNQuPGjdGvXz9cv3690nVYWFjA0dGxzLyAgAA0b94cz549Q2pq6jt9OXv//v04ePDgO9VmReuW/TNs27ZN4UyoWCyGg4ODkB8VFQUXFxeIxWL06NEDGRkZCuWPHTsGNzc3SKVSuLu7IyUlRe2YlLVZnq1bt6Jly5Zo2bIlZs+eXSp/5syZsLCwgFQqxfjx41X6sq9JVe1nYWEhJkyYAAMDAzRo0KDcL+yvv/663JND48aNw86dO/Hbb78p/L3VbbMsFfVz27ZtsLGxgVgsRqNGjbB9+3aV65XJZJgxYwZevHihchl1hYaGwsrKCoaGhggMDISq8+B9//33aNy4MTp16oS9e/cq5FW03YaEhMDT0xOenp64detWtfWDsZpy4tw5LN+0CVpaWli+adO/boCZlpaGgwcPYtasWdDR0cHIkSNRv359hIeHKy3r6OiIli1bAgA+/PBDuLq6IiYmptRyRITvvvsOixcvru7wq8XTp0+xdetWLFq0CGKxGHZ2dpgyZQpCQkKEZW7evInOnTvDyMgIhoaG6N+/v5CXmZmJ//znP7C0tIRUKoWbmxuePn0KABCJRIiMjAQAJCUlQSQS4cGDBwCKLyYsWbIEPXr0gIGBAfr164eXL18CAJKTk+Hl5QUTExNIJBJ89tlnwjFASEgIpFIpHj58CD8/P+F46OHDh8jOzhbea2lplbpY8eLFC4waNQpmZmaws7PDvHnzhO+FsLAwuLq64scff4SFhQXs7e1Vvor9j0G14NmzZxQdHU2FhYVka2tLmzdvrtb67ezsqr3OmjJq1CgaPXr0P77Nt83Ly4tmz55d22G8N7777jv64YcfiIgoLy+PLCwsaOvWrZSbm0u+vr40bNgwYdlLly6RkZERnTx5koqKiigpKYmysrLUal9ZmxW5cuUKpaen08aNG8nR0VEhb8eOHeTu7k7Pnj2jzMxMatOmDf30009qxaoOdfq5cuVKatGiBT179oxiYmLIyMiI4uLiFJaJiYmh+vXrk62tbanyO3bsoCZNmtCrV69UjleVNsuirJ/Jycn06tUrKigooIULF5KJiYnKMSUkJBAAevTokcpl1HH16lUyMjKi69evU0ZGBnl4eND69etVKhsZGUmvXr0qc59b0XZbYt26deTh4UFFRUVq94MxVVhaWla6zPHISOrh60sDAwJoSGAgDQwIoB6+vnQ8MrIGInw3HT9+nMzNzRXS+vfvTzNmzKhUPc+fPyd9fX06d+5cqbytW7dSnz591AmzRp06dYokEolC2t9//02amppUUFBAL168IHNzc5oyZQrl5ORQfn4+Xb58WVi2e/fu1LlzZ0pNTaWioiK6ceMGZWdnExERADp79iwRET169IgAUEJCAhEVH+81adKEoqKiKCsri5o3b07Tp08nouLvmjNnzpBcLqd79+6Rjo4OHT9+XCFGZeOQso4nR40aRZ07d6aXL1/SvXv3yMrKisLCwoiIaOPGjVSnTh2aPHkyyeVyGjhwIH3++eeVX6HvsVoZXL6usoNLb29vkkgkVKdOHerYsaNC3oQJE0gikZBIJKL69euTRCIhiURCBw4cUFqvXC6nuXPnUsOGDUlfX5/s7OzoxIkTRFT8YR85ciSZmpqSra0tzZ07V/iy37hxI7m4uNDixYvJ3Nyc7OzsFD4sBw4coEaNGpG+vj6ZmprS6tWriaj4AF0ikZC2tjbp6OgIsW7dulUoC4AOHDhA7dq1Iz09PfLy8iIiouDgYIW+jx49mkaNGiW8z8jIIB8fH7KwsCCJREKurq6UlpamtM2K1m1RURHNnTuXbG1tydTUlEaOHEnPnz8nov8/2Nu2bRs5OTmRgYEBbdiwQek6HzduHC1YsICIiP7880/6+++/hb/jvn37KmyzZD307NmTQkJCyMLCgjQ0NCgiIoKIFHcGp06dogYNGlBycrJQdunSpWRpaUnGxsbk7+9P+fn5Qp6XlxfNmzePfHx8SCqVUi2dg3lrkpOTyc7Ojl68eEFERHv27CE3NzchPzU1lXR0dCg9PZ2IiAYNGkRTpkyp1hiUtamKsg7Sx40bR4GBgcL7VatWUZs2bdQPuIrU6aerqyvt3btXeD9+/HiaPHmy8L6oqIg8PT1p2rRpZQ4umzVrRuvWratUvMraLI+q/czKyqLRo0eTr6+vSvEMGDCAxGIxASB9fX1h/1bi0KFD5OzsTAYGBuTt7U23bt1Sqd6KTJgwgQICAoT3v/32GzVv3rxSdVR0Qq+iwWVBQQFZWFhQeHh4pdpj7HVZWVmUlpam0svS0lLlZdPS0mjX0aPUdcwY6uPvTwMDAoRXH39/6jpmDO06erRS9anyUvdkZk3Ytm0bOTg4KKSNGDGCvvzyS5XrKCoqosGDB9OECRNK5eXn55ODg4PC8eW7Zvv27WRjY6OQFh8fTwDo8ePHtG3bNrK0tKTCwsJSZVNSUghAuScvlQ0uV6xYISy7ePFi8vT0LLMea2tr2rJli0JaZQeXcrmcdHR06PTp00La68flGzduJCsrK6Gfs2bNoo8//rjc+v+JtGrpgmmVRUREAABmzJghXCIvsWLFCqxYsQJ2dnaYM2cOhg8frnK9S5cuxc8//4wDBw4It/mVXDoPCAjA48ePcf/+faSmpsLLywtWVlYYNWoUAODu3bt48uQJkpKSMHjwYCxevBg7duwAAIwdOxZr165Fv3798OLFC2RmZgIAPvroI8hkMvj4+EBLSwsbNmwoM66goCCEhobCzMwMY8eOVakvI0aMQEFBAWJiYmBiYoLY2Fjo6uoqbbOidfvrr79izZo1OHPmDMzMzNC/f39MnDgRGzduVFjm/Pnz2Lx5M4KCgjB69OgK42zatCmuXLkirGN7e3vs3bsXsbGxmDRpkkptnjt3Dg4ODrh37x4mTpwIDQ3FO70TExMxYsQI7Ny5E5aWlgCAo0ePYtWqVYiKikK9evXQtm1brF+/Hv7+/kK55cuXY+HChfjll1/wwQcfqLTe31czZszAxIkTIRaLARQ/s9y0aVMh39TUFHp6erhx4wa8vLwQGRkJZ2dntGzZEomJiQgICEBQUJBaMShrs6pcXFwQEhKCr776CoaGhjh27Bju3bunVqzqqGo/8/PzcePGDYWyTk5OCrdabtiwAXZ2dujYsSM2b96sUD41NRUxMTHo1KmTyrGq0mZ5VOlnq1atcPHiRbRq1QonT55UKabdu3fjwYMHsLe3x82bN9GgQQMh7969exgwYAD279+Pzp07Y+bMmejVqxdiY2OhpVX1r7ro6GiMHDlSeO/k5ISYmBgUFhZCU1OzyvWqQktLC97e3ggPD0fXrl1rtC32zxUXF4e///5b5eX37dun0nK5BQXYfe4cNADI8/JK5RfI5VixeTNS4uNRV1tb5faV8fDwwEcffVRt9VUHExMTZGdnK6RlZ2dX6hGjL7/8EmKxGMuXLy+Vt2HDBlhZWaF58+Zqx1pTTE1N8fz5c4U0mUwGTU1NGBsb49GjR7C3ty91nAYAjx49AoAqP5Kl/dr2pa+vL9wWm5+fj5kzZ2Lnzp1IS0vDy5cvVX6soTzp6enIz8+HtbW1kGZtba3w+7B169YV+ikSiVBUVKRWm++bGhtcSqXSMtNPnjz5zu0UgOIP7tSpU+Hu7g4AwkCksLAQ27dvx/Hjx6Gnpwc9PT2MGTMGmzdvFgaXxsbGWLRoETQ0NODm5iYM0gDAwMAAO3fuRMOGDeHq6gp9ff1KxTVv3jzhXvzjx48rXf7x48c4evQo4uLiYGpqCgBwdnauVJtl2bJlC8aOHSt88L///nt06dIFoaGhwjIrVqyARCKBu7s70tLSlNbZtGlTbN++HTKZDLa2toiNjQVQfD+9vb09fH19y22z5ENrb28v7IjXr1+vUH9OTg769euHadOmoW3btkL6mjVr4OfnJxyY9u7dG2fPnlUYXA4bNkz4+96+fbtyK+s9cvv2bRw5ckThyyw9PR3169dXWE5XV1d49iE9PR3Hjh3DoUOHIJPJ0L59e7i4uKBPnz5VjkNZm1Xl7++Phw8fokWLFrC1tUXfvn1V+hzVlKr2MyMjA0SkUPbNv8mCBQtw7ty5Mp/RK5lZ8PUvQ2WUtVkRVfoZFRWFpKQkjBw5EqNGjcKePXtUjq0sO3bsgKenJ7p16wag+MTc4sWLceHCBbRr167K9b7ZF11dXRQWFuLZs2cwNjZWK2ZVWFtb/6P3QazmOTk5wdbWVqVlnzx5gn79+qlct6WDA0L37kUdHR1ov3YSp0AuR15+Pkb37w+vaj7me3Pf8i5wc3NDZmYmMjIyYGRkBKB4UK/qnB+LFy9GYmIiDh06BJFIpJBXUFCAefPmYd68edUddrVydXVFTk4O7t+/Lxy3/f3333Bzc4OWlhasra0RHx9f5om5ku+mu3fvKpyYfF3JoPDNAeybHj16JGzvwcHB+OOPP3Ds2DE4ODjA3t6+1PLalTzxYWxsDB0dHSQnJwtzFyQlJcHKyqpS9fyT1diEPq/PbvX6610cWALFG2PDhg1Lpat7huLIkSMQiURo1aoVWrVqVemHeg0MDCrdD6DqZ3/Kk5ycXGod5OfnKxwsluzwRSKRSmeGnJ2dcfv2bfz1119o3749zMzMEBsbCyMjI4hEIpXarGj9RERE4Nq1a2jRooVCenx8PGbOnCk8rL1mzRpkvTF9emXX+/tq+vTpGD16NOrVqyeklXcG1sTEBAAgkUgwdOhQmJmZoUmTJujVq5faAzZlbVaVSCTCwoULkZ6ejujoaJiZmQlf/LWhqv00NjaGSCRSKPt6uSlTpiAwMBDm5uZlli/ZP5X1uezWrVupqe5VabM6+tmgQQMsWLAA+/btU3uCnjf3F3Xr1oWJiYnCvroq3uxLdnY2NDU139o+oqioqMwz/YypSldXFyYmJiq9pk+frvKyJiYmGNitGwJ9fCCXywFAGGDK5XIE+vhgYLdulapPlZeurm5trs4ymZqaom/fvpg+fTry8/OxadMmZGVlCSe7StjZ2WHw4MEKabGxsQgODsbatWvL/KwfPXoUycnJ6NmzZ432QV0mJiYYOnQopkyZgqysLCQmJmLRokWYNGkSAKBnz54gIgQGBiIrKwtEJExcZGFhge7duwsnhIHik6IlE8GZmpoiMjISjx49QkBAQKm2t2zZguTkZDx8+BBhYWHC3Sa3b99GkyZN4ODggD///BMZGRmlBqeWlpa4ePEiioqKkJeXh/z8/Ar7qampiSFDhmDBggXIzs5GQkICQkNDMWLECHVW3z9KjX1jvXmwUvK6fPlyTTWpFmtra9y5c6dU+utnKEpU5gyFo6Mjtm3bhtTUVHh4eGD8+PEK+ZU9YwKUHry9/kF5/exPearSppWVVal1oKOjo9bBf8mB8P79+9G+fXu0atUKGzduhJubW7W0WbKj6tu3Lx4/fiykW1paYvbs2cIJj6ysLBw6dKjK/Xhf3bx5E3v27Cl1+7KHhwfi4uKE92lpacjKyoKLiwuA4m06JydHyNfX11f7TLKyNqvLkSNH1LqKpa6q9lNbWxsuLi4KZePi4uDh4QEAiIyMRFBQEKRSKXr27Cn8Nlre/25Vs7Ozg0gkQkJCQqm6w8PDS50EVKXN6upn3bp1QUQqz+Jb3v7rzf1FXl4e0tPT1T6b/GZf4uLi4O7uXuO3xJZ48OCBSjP7MlZbOrdti4kjRyInNxevcnORk5uLiSNHovNrdwz9G6xatQr379+HoaEhfvzxR+zbt6/ULfmJiYl48uSJQtquXbuQm5sLV1dX4Vh527ZtQn5ERAQaN278Xpz0Xr58OerUqQMrKyu0bNkSQ4cOFQZ6YrEYp06dwq1bt2BnZwdjY2N89dVXQtktW7bA0dERnp6ekEql6NGjB1JTUwEU38W3aNEidO7cGV9++WWpdps0aYKOHTvC3d0dvr6+GDRoEABg2rRpwonldevWYdasWZg2bRqOHDkilJ09ezZOnDgBqVQKe3t7lX4eccWKFTAyMoKDgwO8vb3h5+en8PjEv15tPexZoqqzxb45qY26dS5atIisrKzo/PnzVFRURDKZjO7fv09ExZMxdO/enbKysig+Pp6sra0VZoV6fTKG2bNnCxPvPH36lA4ePEivXr0iuVxOU6ZMoc6dOyu0O336dGrdujW9ePGC5HK5woPqeO0B5tetWbOGLC0t6fHjx7RhwwYSi8UKE/p0796dvLy8KDExkYiIEhMTFSbSqKhNorLX7caNG8nW1pYSEhIoKyuLunTpQj4+PkRUevbGs2fPqjwJTtu2bcnc3JwKCgpo9+7dZG5uTmvWrFHaZnlxlih5AFsul1OnTp2oVatWlJubS0REmzdvJnt7e4qJiSGi4skOoqOjS5X9p5s0aRK5u7uXSs/PzycrKyvaunUr5eXlka+vLw0ZMkTIX7VqFTVq1IhSUlLo8ePHZGNjQ3/99ZdasShrk4jo/PnzZGtrS8uWLSuzjrImRpHJZHT9+nUiItq/fz/VqVOnVidEUKefq1evLjVza2xsbKk2IiIiypzQx9PTk0JCQioVryptfv7556XaU9bPa9eu0atXryg3N5eGDBki7DNVkZOTQzo6OrRz504iImGSr7t371KdOnXoxIkTJJfLKTg4mBo1akQFBQWV6vObrl27RsbGxgqzxb45MdKyZcvI1taWzp8/X2YdVZ3QJzc3l4yMjBQmjmDsXVUya+y/aZZYVvu8vLxo48aNtR0Ge02tDC6vXbsmzFT6+syuI0eOVLmO6h5cyuVymj9/vjCzq42NDW3bto2Iig9eRowYQaampmRjY0Nz5sxRmC22vMHlkydP6OOPPyYDAwMyMDCgjh070t27dxXaTUlJIS8vLxKLxWRqaqow41V5g8vMzExq27Yt6erqkq+vL40dO1ZhcJmZmUlffPEFWVlZkUQiIRcXF7p586ZKbRKVvW6Liopozpw5ZGNjQ6ampjRixIhSs8VWZXDp6+srzKJVMgNY5P++mCpqs7w4S7w+QMzMzKSGDRsqbF+rV6+mDz74gCQSCVlaWtK0adPKLPtP5u7uTn5+fmXmRUVFkbOzM+nq6lL37t3p6dOnQl5BQQH5+fmRvr4+WVpa0qpVq6olnoraJCoeNAGg4OBghfShQ4eSRCKhevXqkYaGhrBviY2NpcePH1PTpk2Fz8HRo0erJVZ1VLWfhYWFNGHCBJJKpQrTnr+pvMHlsWPHyNbWlmQymcqxqtKml5dXmZ/3ivo5c+ZMMjQ0JH19ferYsSM9ePBA5ZiIin8ipWQ27NdnJzx48KAwW6yXl1e1zBZLRBQaGkoWFhYklUpp0qRJpWY7DA4OJgDCbNUlbGxsSs3QXTKjZEXbbYlFixaRt7d3tfSBsbfh+cuXtR0C+5fhweW7R0Sk5rRJjDHG3gvTp09HeHg4VqxYgTZt2tR2OKwcmZmZWLt2LcLCwhAREcETRbC3ZsmSJZg8eXJth8EYe4/x4JIxxv5Fjh49ijVr1mDFihX8LN876ttvv4WmpiamTp0KiURS2+Gwf5E3n11mjLHK4sElY4wxxhjjwSVjTG08vzljjDHGGGOMMbXx4JIxxhhjjDHGmNp4cMkYY4wxxhhjTG08uGSMMcYYY4wxpjYeXDLGGGOMMcYYU5vKg0s3NzeIRCKIRCLEx8fXZEyMMcYYY4wxxt4zKg0ur1+/juvXrwvvt27dWmMBMcYYY4wxxhh7/6g0uNyyZQsAoHnz5gAUB5fZ2dkYN24cjI2NYWZmBk9PT4hEIjRr1kxY5sqVK+jatStMTExgZGSE3r1789VPxhhjjLF3SGBgYG2HwBh7zykdXBIRtm/fDgBYs2YNjIyMcPv2bVy+fBkA8PXXX2PdunUQiUQYPHgwtLS0FMrfvXsXbdu2xeXLlzFgwAC0b98ehw4dQv/+/VFUVFQDXWKMMcYYY5U1efLk2g6BMfaeUzq4PHPmDB49eoRGjRqhZcuWGDhwIIDiq5dFRUXYtGkTgOKrm8uXL8cXX3yhUH7VqlXIycmBq6srjI2N4eLiAg0NDVy9ehUJCQk10CXGGGOMMcYYY2+blrIFSm6JLSwsxPDhw4UB4Y4dOzB16lTk5eUBAD788MMyy9+5cwcAcPr0aZw+fVohLzk5GY6OjlUOnjHGGGOMMcbYu6HCwWVeXh727NkDAIiPj1d4TvLJkye4evUqNDU1UVhYiKSkJJiampaqw9zcHAAwfvx4rFmzRkh/9uwZ6tevXy2dYIwxxhhjjDFWuyq8Lfbw4cOQyWRwdHQEEQmvMWPGACi+qtm9e3cAwLBhw/D1119j/vz5AACRSAQA8Pf3h46ODtauXYs+ffrgm2++wcCBA2Fra4vHjx/XZN8YY4wxxpiKlixZUtshMMbecxUOLktmhe3du7dCeq9evQAA+/btw9q1a9GzZ08kJydj3759sLS0BAAYGhoCAFq0aIFz586hV69eiI6OxsqVK3HhwgX07t1bWIYxxhhjjNWupUuX1nYIjLH3nIiISJ0Kjhw5gr1798LY2Bg5OTnYtWsXnjx5gpCQEEycOLG64mSMMcYYYzXIysoKycnJtR0GY+w9pnRCH2Xy8/Nx6tQppKamQkNDA3Z2dpgyZQoCAgKqIz7GGGOMMcYYY+8Bta9cMsYYY4yx9x9fuWSMqUvp71wyxhhjjDHGGGPK8OCSMcYYY4wxxpjaeHDJGGOMMcYYY0xtPLhkjDHGGGOMMaY2HlwyxhhjjDHGGFMbDy4ZY4wxxhgCAwNrOwTG2HuOB5eMMfYvQUQIDQ1Fy5YtER8fX9vh/GtcunQJR48eVXl5f39/+Pj4ICkpqQajYqy0yZMn13YIAIAXWVm1HUKlpaWloWvXrhCLxXB3d0d0dLTKZUNDQ2FlZQVDQ0MEBgai5FcC5XI5+vXrB3Nzc+jr62P06NEoKCgoVd7ExAR37twps+5Bgwbh559/rlqnqsjW1hZ+fn5vtU327qixweXcuXMhlUpRt25daGtrQyqVomfPnjXVHGOsErZt2wapVCq8xGIxHBwchPyoqCi4uLhALBajR48eyMjIUCh/7NgxuLm5QSqVwt3dHSkpKWrHpKzNity9exeffvoppFIpHBwccOzYMZX6WRuq2s/CwkJMmDABBgYGaNCgATZt2qSQP3PmTFhYWEAqlWL8+PEoLCwsVce4ceOwc+dO/PbbbyqtB2VtVqSifs6cORM2NjbQ19dH+/bt8fjxY5XrlclkmDFjBl68eKFyGXWVd+CnzPfff4/GjRujU6dO2Lt3b6n88rbbkJAQeHp6wtPTE7du3arWvjD2rjtx7hyGTp6ME+fO1XYoleLv7w9HR0dkZGRg8uTJGDBgQJn74Tddu3YNU6ZMwe+//4579+7hzJkzCA0NFfJHjhyJR48eIT4+HlFRUZg1a5aQ9/PPPyMlJQVWVlaQSCQICQmBXC4HABw6dAjR0dGwsrKChYUFdu3ahbi4uOrv+BuioqJQWFiIffv2qdR/9g9ENSw4OJg6duxY080wxtTw3Xff0Q8//EBERHl5eWRhYUFbt26l3Nxc8vX1pWHDhgnLXrp0iYyMjOjkyZNUVFRESUlJlJWVpVb7ytqsyMuXL8na2ppCQkIoNzeXXrx4QSkpKUr7WRvU6efKlSupRYsW9OzZM4qJiSEjIyOKi4sjIqIdO3aQu7s7PXv2jDIzM6lNmzb0008/KZTfsWMHNWnShF69eqVyvBW1qU4/Dx8+TDKZjPLz82n48OHUrl07lWNKSEggAPTo0SOVy6jj6tWrZGRkRNevX6eMjAzy8PCg9evXq1Q2MjKSXr16RaNGjaLRo0cr5Kmy3a5bt448PDyoqKio2vrD2LvseGQk9fD1pT7+/tTD15eOR0bWdkgqSU1NJW1tbUpPTxfSnJyc6NChQ0rLTpgwgQICAoT3v/32GzVv3rzMZb/99lvq2bOn8N7Hx4eaNWtGGRkZNGTIEOrZsyclJycTEdHSpUupWbNmdPbsWVq4cCF16NCBTp06VdUuquybb76hsLAwsre3L9XevHnzyMDAgJo0aUJz5swhW1tbIS8hIYE++eQTEovF5ObmRpHvyd+elVYrg8uSg4Nt27aRk5MTGRgY0IYNG5TWlZ6eTvXr16dbt24JaUlJSWRlZUW5ublERHTy5ElycnIiiURCXbp0ET5kRERDhw4lc3Nz0tPTo1atWtGDBw+EvIiICNLT06M//viDGjduTHXq1KHg4GAiIsrOzqbPPvuMjI2NSSwWk6urK+Xk5KizWhh7ZyQnJ5OdnR29ePGCiIj27NlDbm5uQn5qairp6OgIX5qDBg2iKVOmVGsMytqsyOrVq6lVq1ZKl3uzn7VBnX66urrS3r17hffjx4+nyZMnExHRuHHjKDAwUMhbtWoVtWnTRqF8s2bNaN26dZWKt6I2K1KZfh49epT09PRUimfAgAEkFosJAOnr65NEIiFXV1ch/9ChQ+Ts7EwGBgbk7e2t8F1RVZU58CtPWYNLVbbbgoICsrCwoPDw8Eq1x9j7qGRgOTAggIYEBtLAgID3ZoB5/PhxMjc3V0jr378/zZgxQ2lZT09PWrt2rfD+2rVrpKmpSXK5vNSyXl5eNHfuXIW0zZs30y+//EJTp04ttfyNGzdo4cKF5OfnR9nZ2ap2Ry0uLi708uVL+uGHH2jcuHFC+rlz50gqldKtW7coIyODunTpojC4bNmyJS1YsIAKCwtp1apVZGFhUeY6YO++Wn3m8tdff8X58+cxa9YsBAUFKV3eyMgIgwcPxurVq4W0tWvX4osvvkCdOnWQlpaGQYMGYe3atUhPT4ehoSEmTZokLDtgwAAkJCTgyZMnyM3NLXUPen5+Pn788UdERERg/fr10NLSEuJ8+PAhHj58iOfPn2PHjh3Q1taunpXAWC2bMWMGJk6cCLFYDACIjo5G06ZNhXxTU1Po6enhxo0bAIDIyEjUq1cPLVu2hJmZGebOnat2DMrarEhkZCScnJzQp08fmJiYYNiwYcgq43mdN/tZG6raz/z8fNy4cUOhrJOTk/BMj4uLCw4ePIiEhAQ8f/4cx44dw71794RlU1NTERMTg06dOqkcq7I2q6ufUVFRaNOmjUox7d69G9euXQMA3Lx5EzKZTHh/7949DBgwAIsXL0ZaWhratWuHXr16CbeIVdWbfXFyckJMTIzat3upst1qaWnB29sb4eHharXFmKqWLFlSYX52djaePn1a7a/d4eFYGhYmHHcV/O9zq6WlhaVhYdgdHl4j7WZnZ1fLektPT0f9+vUV0nR1dfH06dNKl9XV1UVhYSGePXumsNxPP/2EnJwchUmX7t+/j4CAAHTt2hVHjx7Fjh07hDy5XI4BAwagadOm0NLSeiuTNUVHR8Pd3R16enoYMWIE9u3bh6KiIgDAli1b0KdPHzRp0gSGhoYYPny4UO7y5cuIjY3FN998Aw0NDfj4+ODx48cK32Ps/aFVm42vWLECEokE7u7uSEtLU6nMhAkT0KFDB8ydOxd16tRBWFgYLl68CADYtGkTWrdujQ4dOgAAhg8fjtGjRwtl+/fvL/zfzc2tVJtyuRxbt26FVCrFiBEjhHQDAwPcu3cPu3btwsCBAxUONBh7n92+fRtHjhzB8uXLhTRlX5Lp6ek4duwYDh06BJlMhvbt28PFxQV9+vSpchzqfjH//fffOH78OBwdHdGrVy/88MMPWLZsWYX9rA1V7WdGRgaIqNQBSEk5f39/PHz4EC1atICtrS369u2L48ePC8s+fPgQAGBtba1yrMrarIiq/bx8+TI2btyIEydOqBxXeXbs2AFPT09069YNABAUFITFixfjwoULaNeuXZXrrejAz9jYWK16lW23QPHf7Pbt21Vuh7HKWLp0aYWT+sTFxeHvv/+u1jZzCwqw+9w5aACQ5+WVyi+Qy7Fi82akxMejbjWf2Pfw8MBHH32kdj0mJialBqrZ2dlwdHSsdNns7GxoamrCwMBASNu+fTvCwsJw7Ngx1K1bV0h3dHTE2bNnYWFhgZ07dyo8S6+lpYU9e/bA2dkZrVq1EgZ5NWn37t3Yv38/pFIpACArKwt//vknvL29kZCQgBYtWpRZLj4+Hq9evYKRkZGQVqdOHchkshqPmVW/Wh1clnxhi0QilSdIaNasGdzd3fHrr79CIpGgQ4cOsLCwAFC8cZ46dUrYqIuKiiASiYSymzZtwvLlyxEfH4/s7GyMHDlSoW6RSCSUfd3gwYPx7NkzLFiwAF9++SUmTJiA2bNnQ1NTswq9ZuzdMX36dIwePRr16tUT0kxMTEqdLczOzoaJiQkAQCKRYOjQoTAzM4OZmRl69eqF48ePqzW4VNZmRSQSCby8vODh4QEAGDt2LBYsWKCwTFn9rA1V7aexsTFEIlGpA5CSciKRCAsXLsTChQsBFE/y8PqXtIZG8U0qqu5nVWmzIqr0My4uDkOHDsXBgwfRuHFjleMqT3JyssLguW7dujAxMUFycrJa9apy4FcVqmy3QPH3WMnfj7Ha5uTkBFtb22qv19LBAaF796KOjg60tf7/0LRALkdefj5G9+8Pr2oYBL7pzZNgVeXm5obMzExkZGQI+964uDj4+PgoLevh4aEw0U5cXBzc3d2FY8xz587hhx9+wIULF8rc7zg7OwMAmjRpUm6eKvvt6nDkyBE8ffpU+K6dPn06du/eDW9vb+jr6+P58+fCsrm5ucL/LS0toaenx4PJf4haHVxW1YQJEzB9+nTo6+tj5cqVQrqlpSW6dOmCgwcPlirz+++/Y9KkSTh48CDatGmjcEVTFePHj8f48eNx8eJFdOvWDe3atUP37t3V7gtjteXmzZvYs2cP7t+/r5Du4eGBQ4cOCe/T0tKQlZUFFxcXAMVnSnNycoR8fX194VamqlLWZkUcHR2FWyNL4nn9gKG8ftaGqvZTW1sbLi4uiIuLwwcffACg+ACkZGDypiNHjihcrbOzs4NIJEJCQkKZByDV0ebrlPUzPT0dvXr1QlhYGNzd3VWK5/W4ymJlZYWIiAjhfV5eHtLT02FlZVWp+t+k7MCvqpRttyUePHhQ6zMcM1ZCV1cXurq61V7vwG7dINHXx/JNm6CtpQVtLS0UyOWQy+UI9PFB57Ztq73N6mRqaoq+ffti+vTpWLZsGXbs2IGsrCzhTooSdnZ2aN26tcLtq2PHjsUnn3yCsWPHwtLSEgsXLhR+xiM3Nxc+Pj6YPXu2WndKvA1Xr16Fubm5wkncLl26YNCgQVixYgU6d+6MWbNmYdq0aUhLS8Py5cuF/Wjr1q1haWmJadOm4fvvv0f9+vVx584dGBgYvLWBMatGNf1QZ0UT+pTM9nf27FmqTCgFBQVkZWVFLVu2VEi/f/8+icVi2rNnD8nlcpLL5XT+/HkiIlq+fDk1atSIcnJyKD4+ntzc3GjgwIFC2YiICNLU1CyzvWPHjtG9e/eENkxNTencuXMqx8vYu2jSpEnk7u5eKj0/P5+srKxo69atlJeXR76+vjRkyBAhf9WqVdSoUSNKSUmhx48fk42NDf31119qxaKsTSKi8+fPk62tLS1btkwh/fr161SnTh06d+4c5eXlUffu3Wn+/PlK+1kb1Onn6tWrS83cGhsbS0REMpmMrl+/TkRE+/fvpzp16tDly5cVynt6elJISEil4q2ozRKff/65wqQMqvRz6NCh5OvrW6lYSuTk5JCOjg7t3LmTiIieP39ORER3796lOnXq0IkTJ0gul1NwcDA1atSICgoKqtROiWvXrpGxsbHCbLFvToy0bNkysrW1Fb5v3lTWhD7KtlsiotzcXDIyMqLTp0+r1QfGVGVpaVmr7b+vs8USFU9c1qVLF9LV1SVXV9dS+2AiIgDk5eVVKj00NJQsLCxIKpXSpEmTqLCwkIiITp8+TQBILBaTRCIhiURC48ePr+muVMkPP/xAP/74o0KaXC4nqVRKf/75J+Xl5dGoUaNIKpWSp6cnzZw5kzw8PIRlExISqHfv3mRqakoSiYRatGhBt2/fftvdYNWgxgaXc+bMIYlEQnXq1CEtLS2SSCTUo0cPIlJ/cElE1K1bN9qyZUup9IiICGrVqhUZGBiQoaEhdenShYiInj17Rp06dSKpVErt27enbdu2kampKX3//fdCufIGlytWrCBHR0fS19cna2trWrx4caViZexd5O7uTn5+fmXmRUVFkbOzM+nq6lL37t3p6dOnQl5BQQH5+fmRvr4+WVpa0qpVq6olnoraJCr+jAIQZnF+3Zo1a8jc3JykUin5+vpSXl6eSv2sDVXtZ2FhIU2YMIGkUilZWVlRWFiYkPf48WNq2rQpSSQScnFxoaNHj5Zq99ixY2Rra0symUzlWCtqs4SXl1eZ+++K+gmA6tWrJxwsvT7jqypWrlxJFhYWJJFIyMbGRkg/ePCgMFusl5dXtcwWS1T+gV+J4OBgAkAREREK6TY2NiSRSEhbW5t0dHRIIpGQg4ODkF/RdktEtGjRIvL29q6WPjCmitoeXBL9/wDzfRpYMuVyc3MpNTWViIiysrKoR48e1T7zPHs3iIgq8RDOO+L06dP4z3/+gzt37vCsrYwxpqLp06cjPDwcK1asUHmGVvb2ZWZmYu3atQgLC0NERITat/YypiorKyu1n1OuDi+ysqCvp1fbYbBqFB8fjx49eiAtLQ1169ZFp06d8NNPP1Xbc6/s3fHeDS5Lnj0JCwsTZoVljDGmmqNHj2LNmjVYsWIFP8v3jvr222+hqamJqVOnQiKR1HY47F/kXRlcMsbeX+/d4JIxxhhjjFU/HlwyxtTF85szxhhjjDHGGFMbDy4ZY4wxxhgCAwNrOwTG2HuOb4tljDHGGGOMMaY2vnLJGGOMMcYYY0xtPLhkjDHGGGOMMaY2HlwyxhhjjDHGGFMbDy4ZY4wxxhiWLFlS2yEwxt5zSgeXdnZ2EIlE2L9/v5B2+vRpiEQiSKXSagvkzXb69u0LkUiEGTNmqNWuXC6Hr68vjI2NoaWlhV69eqkVZ0xMDEQiEUQikVr1MMYYY4y9S5YuXVrbITDG3nNatR1ATQsPD8f69eshkUgQGBiIJk2a1HZIjDHGGGOMMfaPU223xaampmL06NGwtbWFWCxGy5YtcerUKSG/d+/esLS0hI6ODsRiMdq2bYtz586VWdeMGTNw4MABAMDMmTNLXcEkIqxatQoNGzaEgYEBgoKCyqzn9OnT6N27NwDg+fPnWLx4MTQ1NXH58mW4u7vD0NAQ2traMDc3x6hRo5CVlSWUvXjxInr06AETExPo6+ujffv2iI6Oxocffigs8/oVzKysLHzzzTdwcHCArq4u3N3dsWnTJoU+iUQifPTRR+jbty/EYjFOnz6Nx48f4z//+Q+srKxQr149NGzYEBMnTqzk2meMMcYYY4yx2qXylctt27bh8uXLAIDExESFvPz8fHTs2BG3bt3CoEGDIJFI8Msvv6B37964desWrK2tkZSUhE8++QSWlpY4f/48IiMj0bdvX6SmpkJDQ3GM26FDBzRu3Bh37txB+/bt0aFDB3To0EHIf/HiBebNm4d69epBJpNh3rx5GDhwoMLADwBsbW3Rq1cvHDp0CGZmZhgzZgzc3d3x5MkT1KtXD0OHDoVIJMLu3buxadMmGBsbY8mSJYiLi8Mnn3yC7Oxs9OrVC3Z2dti3bx+uX7+OMWPGYMOGDQCgMKj94osvsGvXLjRr1gy9e/fGr7/+ilGjRkFTUxPDhg0TlktJSYGnpycmTpwIW1tbDBgwAOfPn0eHDh3g4eGB2NhYHD58GMuXL1f1T8MYY4wxxhhjtU7lweWuXbvKzTty5Ahu3rwJe3t7ODo6AgCsrKzw4MEDHD9+HKNHj0Z0dDSio6Nx69YtmJqaIjIyEunp6UhJSUGDBg0U6vvkk0/g5OSEO3fu4JNPPhGuWp4+fRoAIBaL8fDhQwCAubk5MjIyEBcXV2pwaW9vj/79++PQoUMwNzfHnDlzhLx27drh3LlzSE5OxuPHj7Fnzx5cvXoVQPED7dnZ2ejfvz/27NkDAJg3bx7S09PRrFkzYXBZUl9aWpqwfg4fPgwrKys0bNgQEyZMwOrVqxUGly1btsSKFSuE97GxsQAABwcHdO/eHdOmTYNcLlf252CMMcYYY4yxd4rKg8t9+/ahb9++AIoHeR9//LGQd+fOHQBAQkIC5s6dq1AuOTkZmZmZ6NSpE65cuQKpVIrGjRsL+VUZSGloaEBLqzh0CwsLZGRkID8/X+XyBw8exLBhw5CVlQV7e3uhrpJYSgauLVq0EMro6elBT08PMTExpep78OABAKBevXqwsrICADRq1AhA6au8b1q0aBEmTpyIsLAwhIWFQVNTE/7+/goDUMYYY4wxxhh711XLM5fm5uYAABcXFxQWFoKIQEQoKCjAl19+ic2bN+PKlSto0aIF0tLSEBUVpTyw/90qq2zwqampWel4g4ODkZWVhZCQEMTHx+P7779XyC8ZIF67dk1Iy83NxcOHDxVu4S2Jzc7ODgCQk5ODx48fAwDu37+vkFeejz/+GI8fP0Z4eDj++9//orCwECtXrkRCQkKl+8UYY4wxxhhjtaVaZovt378/fvjhB9y4cQOtW7dG+/btkZGRgYiICMycORMSiQRA8VW8pUuXIi4uTmmdNjY2AIBff/0VGhoa6NSpU3WECgBCPEeOHEFeXh62bdumkB8YGIjffvsN27dvR05ODuzs7HD48GEEBQWhd+/e0NDQQFFREUaMGAFnZ2dMmzYNAwYMwJ49e9CjRw94eXkJk/lMmDChwlicnJzQqVMnuLq6IiUlBQBgaGgIS0vLausvY4wxxhhjjNW0arlyKRaLceHCBYwbNw6ZmZlYvXo1Dh8+DCcnJ3z44YcYNmwYRowYgezsbKxcuRJOTk5K65w8eTK8vLyQkZGBH3/8sczbUatq+fLlcHd3x5kzZ7B37160bt1aId/V1RURERHo0qULIiMjsX79ehgaGsLZ2RmGhoZYsmQJLC0tsXv3bqxevRoAsHHjRnz99dd49uwZfv75Z1hbW2PTpk0YPHhwhbGMGDECd+/exapVq/D777+je/fuOHXqFOrUqVNt/WWMMcYYY4yxmiYiIqrtIBhjjDHGWO1asmQJJk+eXNthMMbeYzy4ZIwxxhhjjDGmtmq5LZYxxhhjjDHG2L8bDy4ZY4wxxhhjjKmNB5eMMcYYY4wxxtTGg0vGGGOMMYYlS5bUdgiMsfccT+jDGGOMMcZgZWWF5OTk2g6DMfYe4yuXjDHGGGOMMcbUxoNLxhhjjLG36EVWVm2HwN4j+fn5OHLkCK5evVrbodSKBg0aQCqVom7duujUqZPK5cLCwuDt7V3ldokI33zzDczMzCCVStGoUSNkZ2dXub5/i1odXKrzYfHx8YGdnV2ZedHR0WjRogX09fVhYmJSqWcI7Ozs4OPjU+l4atPp06fLXRf/VDExMZBKpZBKpdDS0sKcOXOqpV51d0TlGTx4MKRSKfT09KClpaVyuQcPHkAkElV7POz9lZCQgF9//bVKZYkIoaGhaNmyJeLj46s5stL+7QdEVeXv7w8fHx8kJSXVdiisBpw4dw5DJ0/GiXPnajsUVo3S0tLQtWtXiMViuLu7Izo6WuWyoaGhsLKygqGhIQIDA1HyxFp6ejpGjRqFxo0bo1+/frh+/XqZ5U1MTHDnzp0y8wYNGoSff/65zLzVq1dj6NChKsepjJ2dHbZs2SK8HzNmTLUcUyclJUEmk2Hq1Kll5sfExGDFihVqt/OmkydP4qeffsKff/4JmUyGCxcuoG7dumrXGxISgmvXrlVDhO+mWhlcqvphqYiFhQUcHR3LzAsICEDz5s3x7NkzpKamVmrDdnR0hIWFRaXjYW9Xs2bNIJPJIJPJ0K5du9oOR6kdO3ZAJpPh8OHDZebLZDLMmDEDL168eCvxbNu2TRicS6VSiMViODg4CPlRUVFwcXGBWCxGjx49kJGRoVD+2LFjcHNzg1Qqhbu7O1JSUtSOSVmb5fH391foS7169fDFF18I+aGhobC1tYWBgQF69uyJly9fqh2rOqraz61bt6Jly5Zo2bIlZs+eXSq/vIOT140bNw47d+7Eb7/9pvD3Lk9hYSEmTJgAAwMDNGjQAJs2bVIpVmX7+NTUVHTr1g2GhoawsbHBzp07VaoXePufFUC1dVuWig42b968iaZNm0IikcDMzAzfffedUG9ISAg8PT3h6emJW7du1UifWO04ce4clm/aBC0tLSzftIkHmP8g/v7+cHR0REZGBiZPnowBAwagsLBQablr165hypQp+P3333Hv3j2cOXMGoaGhAAAtLS1MnDgR8fHxsLS0LFX2559/RkpKCqysrCCRSBASEgK5XA4AOHToEKKjo2FlZQULCwvs2rULcXFxAIDr169j3759sLS0hJWVFS5evIijR49W49p4u2pqcJmSkgILCws0adIEAGBkZARNTU216/2nDy5BteDZs2cUHR1NhYWFZGtrS5s3b67W+u3s7Kq9zndZREQE2dra1nYYtcbLy4tmz55dLXVt3LiRvLy8qqWuskRERJCmpmap9ISEBAJAjx49KjO9pn333Xf0ww8/EBFRXl4eWVhY0NatWyk3N5d8fX1p2LBhwrKXLl0iIyMjOnnyJBUVFVFSUhJlZWWp1b6yNivD09OTTp06RUREjx49onr16tGNGzcoJyeH2rdvTytXrlQrVnWo088rV65Qeno6bdy4kRwdHRXyrl69SkZGRnT9+nXKyMggDw8PWr9+vcIyO3bsoCZNmtCrV69UjnflypXUokULevbsGcXExJCRkRHFxcUpLadsH+/r60vDhw+nwsJCOnz4MBkZGakcU3mflZqiyrotz4ABA8jf35/y8vLo119/JVtbW5LL5UREJJPJ6OnTp0REdO7cOQJAN2/eVCi/bt068vDwoKKiourtFKsVxyMjqYevLw0MCKAhgYE0MCCAevj60vHIyNoOTWBpaVnbIbyXUlNTSVtbm9LT04U0JycnOnTokNKyEyZMoICAAOH9b7/9Rs2bNy+1XFn7Uh8fH2rWrBllZGTQkCFDqGfPnpScnExEREuXLqVmzZrR2bNnaeHChdShQwfhu/H48ePUvn17WrJkCUVERFCzZs1oxYoVVep7RTGOHj2aRo0aJbw/efIkOTk5kUQioS5dugixEhENHTqUzM3NSU9Pj1q1akUPHjwoVX9wcDB17NhRIc3MzIzq1atHGhoaJJFISCKR0Pjx44no/4/p5s+fT2ZmZmRnZ0eXL19W2o/k5GSSSCSl6m3Tpo3QD1dXV5JKpWRsbEwLFy5UKH/jxg3q1KkTGRoakoGBAfXr14+IiJYtW0YSiYREIhHVr19fqDcxMZGIiG7dukXe3t5kYGBAzs7OpbYfAHTgwAFq164d6enpKRyvzpo1iywsLEgsFpOdnR1duHBBaT9rSq0MLl9X2cGlt7c3SSQSqlOnTqkNbMKECWX+0Q4cOFBhnVlZWcKympqapQYqo0aNojFjxtCoUaNIIpFQu3btKDMzU6V4w8PDycbGhszNzWnhwoWkq6tLCQkJRFTxRvT8+XMaOXIkmZqakq2tLc2dO1fhAGPt2rVkbGxMdnZ29NVXX6k8uFRnw61IQkICffLJJyQWi8nNzY0i//dleffuXapfvz7t2LGDiIhevnxJNjY2FBUVJZTdv38/NWvWjCQSCZmamtKCBQuEvIp2RCVqYnBZ3o6ovH4SES1ZsoTs7OxILBaTg4MD/f7776XqL2twOWDAABKLxQSA9PX1SSKRkKurq9AeADp69Ch98MEHZGBgQBs2bKiWvpZITk4mOzs7evHiBRER7dmzh9zc3IT81NRU0tHREb40Bw0aRFOmTKnWGJS1qap9+/ZRt27dhPcxMTEklUqpoKCAiIgCAgJo69at1RN0FVRHP8saXKpycNKsWTNat25dpeJ1dXWlvXv3Cu/Hjx9PkydPrlQdZe3j+/btS4sXLyYioszMTGrUqJFKdVX0WSEiOnToEDk7O5OBgQF5e3vTrVu3KhVrWVQ98HuTqgebBQUFtGHDBnJ1daXc3NxSeRYWFhQeHq5mL1hFsrKyKC0trUZfu44epa5jxlAff38aGBAgvPr4+1PXMWNo19GjNdZ2ZU7+8eCyao4fP07m5uYKaf3796cZM2YoLevp6Ulr164V3l+7do00NTWFE1Elyjte3rx5M/3yyy80derUUnk3btyghQsXkp+fH2VnZyvkvXz5kr788kuaM2eOSicNVVHR4DI1NZUMDAzozJkzVFBQQEOGDKFBgwYJy+7Zs4dycnIoKyuL3N3d6fvvvy9Vf1mDS6KyvxdL0uvWrUszZswguVxOAwYMoM8//1zl/pRX76VLl+jOnTtEVLz+tbS0hBO3L168IHNzc5oyZQrl5ORQfn5+qQFtWX/LgoICatiwIU2bNo0KCgro6NGjpKOjQ/fu3ROWAUAuLi4UFRVFDx48oM6dOxMRUWxsLOnq6gonXZOTkyt9/FSdVH/46x0REREBAJgxYwYiIyMV8lasWIEVK1bAzs4Oc+bMwfDhw1WqU1dXFzKZDADKfd5u27Zt2Lx5M1avXo2mTZvit99+w7hx4yqsNzs7G0OHDsXatWvRp08fzJkzR3gQWC6Xo2fPnhg8eDBOnDiBEydOoG/fvoiNjYWjoyMCAgLw+PFj3L9/H6mpqfDy8oKVlRVGjRqFv/76C99++y3OnTsHS0tLjBkzRqV+KmuzRFBQEEJDQ2FmZoaxY8eqVPfnn3+O/v3748SJE/jpp58waNAgPHr0CA0bNsSCBQvg7++PDh06YOHChejVqxdatmwJALh48SI+++wzbN++HX369MGrV6/w6NEjAMW3lA0aNAj79++Hp6cnRo4ciUmTJlXqFrqqiIqKwscff4zk5GR8/vnnWLx4MXbs2FFhPzU1NeHi4oJLly7ByMgIfn5+mDlzJj799FOl7e3evRsPHjyAvb09bt68iQYNGpRaJjQ0FJcuXcIvv/yCoKAgjB49utr6O2PGDEycOBFisRhA8TPLTZs2FfJNTU2hp6eHGzduwMvLC5GRkXB2dkbLli2RmJiIgIAABAUFqRWDsjZVUVhYiKCgIIXnPdzd3dGhQweMHTsWY8aMwYsXL/DZZ5+pFas6qqOf5dU7cuRI4b2TkxNiYmJQWFgITU1NpKamIiYmplITIeTn5+PGjRsK8To5OWHv3r1VjrPEN998gyFDhqBFixbYs2cP1q1bp1K5ij4r9+7dw4ABA7B//3507twZM2fORK9evRAbG1up55zfpGzdlufq1aswMjKCkZGRQtno6Gj07NkTAPDtt99iyZIlMDIywpkzZ1CnTh2FOrS0tODt7Y3w8HB07dq1yn1gFYuLi8Pff/9dY/XnFhRg97lz0AAgz8srlV8gl2PF5s1IiY9HXW3tam/fw8MDH330UbXXy/5feno66tevr5Cmq6uLp0+fVrqsrq4uCgsL8ezZMxgbG1dY9v79+wgICMDNmzcREhICd3d3DB48GEDxMd+AAQPw448/4uHDhwgMDMTatWuFspMmTYJUKkWTJk0wYMAAXLt2rVpu+fTz88NXX30FAMjJycGQIUMAAJs2bULr1q3RoUMHAMDw4cMVjmX69+8v/N/NzQ1paWlqxwIADRs2RHBwMIDiY4KScYQ6Xv88eXp6Qi6XIzMzE1ZWVjh8+DA0NDQwb948aGgUP33YvHlzpXVeuHABSUlJmDZtGrS0tNCtWze0adMG27dvx7Rp04Tl5s2bJxxDHz9+HACgp6eH/Px8bNy4EWPGjCnzFuq3qcYGl1KptMz0kydPvpc7uT59+ggbfsOGDVXa6I8cOQJ9fX3hYNbPz0+YeKaijei7777D9u3bcfz4cejp6UFPTw9jxozB5s2bMWrUKGzevBkDBgyAi4sLAMDX11fpQFdZm8o23IpcvnwZsbGx+Ouvv6ChoQEfHx989dVXuHfvHpo0aYKvvvoK+/btQ+/evZGamoobN24IZUNDQ9GvXz9h3YrFYuFgVtmOqKaUtyNS1s/XB5KtW7eulh1YiXXr1kFPTw8ffvhhte1wAeD27ds4cuQIli9fLqQp+5JMT0/HsWPHcOjQIchkMrRv3x4uLi7o06dPleNQ54u5RFhYGBwcHPDhhx8qpDs5OaFBgwYICgpCw4YNkZ+fr9ZgQx3V0U9V6n3z4OThw4cAAGtra5XrzMjIABGVqlfdWAHA0NAQ7du3x5UrV/D777+jb9++ate5Y8cOeHp6olu3bgCKT5ItXrwYFy5cUOu57Koe+Knyt160aBF++OEHzJgxA127dkVsbCx0dXUVylhbW+P27dtVjp8p5+TkBFtb2xptw9LBAaF796KOjg60X9v/FMjlyMvPx+j+/eFVQ8dGb26HrPqZmJiUmkU0Ozu73LlBKiqbnZ0NTU1NGBgYKC3r6OiIs2fPwsLCAjt37lR4ll5LSwt79uyBs7MzWrVqhaKiIoWyc+bMgba2NoyMjODk5FQtA0ug+Hil5OLOmDFjhGdA4+PjcerUKWF8UFRUpDBh4aZNm7B8+XLEx8cjOztb4aSeOl7fp4pEolLroSqSk5MxdepUnD59Gs+ePQMA4Zn5R48ewd7eXhhYVqZOExMThZOM1tbWpX53tqztwtraGuHh4ZgzZw5mz56NPn364KefflJ6cqKm1NgRVsmVwH+K13fOqm6cCQkJsLGxKTOvoo0oPT0d+fn5CgeCr29giYmJVRqgq7PhViQ+Ph6vXr1SOENfp04dYRsQiUQICgpCp06d8N1330FfX19Y7tGjR/Dw8Ci33op2RDWlvB2Rsn6eP38e06dPx9WrV5GVlVWtZ45KYhKJRCpPJqKK6dOnY/To0ahXr56QZmJignv37iksl52dDRMTEwCARCLB0KFDYWZmBjMzM/Tq1QvHjx9Xa3CprE1l8vLyMHPmTISFhSmk7969G/fv38eCBQswfvx49O/fHz4+PjV69fvMmTOl1sXUqVMxdepUtftZHmUHJyVfcmVtO926dcP58+cV0mQyGYyNjSESiUrVq26sAPDZZ59hx44dcHZ2RuvWrdGxY0ecO3cOzZo1q3KdycnJCvvMunXrwsTERKUfhJ87dy4WL16skHb48GG0a9euygd+qh5sisViLFq0COvXr8cff/yBXr16KeQXFRVV+iCFVY6urm6pQX11G9itGyT6+li+aRO0tbSgraWFArkccrkcgT4+6Ny2bY22r6rAwMDaDuG95ObmhszMTGRkZAjHCHFxcSpNKOnh4SFMtFNSzt3dXeXBnrOzMwAIk86UlVfWftvc3LzUcjXJ0tISXbp0wcGDB0vl/f7775g0aRIOHjyINm3aVPpCgnYNXPGvyMCBA+Hm5oYrV64gKysL9vb2Qp61tTXi4+MrvLulrHitrKzw9OlT5OfnQ0dHB0DxLLkdO3ZUKaaOHTuiY8eOePToET777DMsWrQIixYtqkLv1Fdj31ivz974+uvy5cs11eQ7R19fH8+fPxfe5+bmCv9/fSMqkZSUBCsrKxgbG0NHR0fhoKgkDyg+GHl9xsuCggKV4qmoTXVYWlpCT09PmL1VJpMhNzcXrVq1AlB8cDR9+nT06tULq1atQmJiolDW2tq63OmzS3ZEJXW+ePFCYX2+bRX1MyMjA507d8bnn3+OxMRErFmzplJ1v+0dI1A8W+WePXtK7cTf/KJLS0tDVlaWcKXc0dEROTk5Qr6+vr7aZ8aVtanML7/8Ah0dHXzyyScK6X/88YdwRUJTUxNjx47FsWPH1IpVGS8vL4Vt5PXp09XtZ3mUHZzY2dlBJBIhISGhVNnw8PBS8QLF26SLi0upess7GaSqtLQ03LhxQ/i7tG7dGk5OTvjjjz9UKl/eZ8XKykphn5mXl4f09HSV9m9BQUGl1kHJ1c6qHvi9frD5etmy1p+Ghga0tbXLnFnywYMHKs3sy959ndu2xcSRI5GTm4tXubnIyc3FxJEj35mBJQBMnjy5tkN4L5mamqJv376YPn068vPzsWnTJmRlZQl3UpSws7MTblstMXbsWGzbtg03btxAZmYmFi5cCD8/v7cZ/lsxdOhQnD59Gnv37kVhYSEKCwtx4cIFAMV3URkbG+Ojjz7Cw4cPceXKlUod71laWiItLU34ia2ank389u3baNmyJaRSqTBYLom3Z8+eICIEBgYiKysLRISYmJhS8V68eBFFRUXIy8tDfn4+WrdujQYNGmDBggUoLCzE8ePHcf78eeG24orExMTg4sWLKCwshFQqRf369cu9g/RtqLHB5Ztf1CWv9/GW2Krq1KkTbt68ifPnzyMzM1M4wNTU1KxwI9LU1MSQIUOwYMECZGdnIyEhAaGhoRgxYgSA4rMTBw8eREZGBu7cuaPybzyqs+Eqq9fS0hLTpk3Dq1evAAB37twRbv9atmwZ9PX1cfDgQXh5eeGLL74QrqB88cUX2LdvH7Zs2YKCggLk5+fj5s2bACreEaniwoULsLOzQ0hIiFr9U6WfycnJyM7Oxscff4yCggKcOHEC2dnZKk1DDhRPb62joyNcQXobP7OwYcMGuLi4lLodrFevXsjIyMC2bduQn5+PH374AQMGDBDOxo4YMQIbNmzA48eP8eTJE+zdu1fhWYmqUNYmUPHf8+effxaeY3uds7Mzdu3ahQcPHiAvLw9bt24VTnrUBnX7WR5lBydGRkZo06ZNpQfW48aNw/z58yGTyXD16lXs3Lmz1DPegwcPrtTv7BoaGsLCwgJLlixBUVERoqKiEBsbK9yKr0x5n5XBgwfj3LlzOHnyJAoLCzF//nxYW1ujdevWKsdWFlUO/EJCQmBnZ6ewf1J2sJmYmIi0tDQQEdasWYPCwsJSz/zn5eUhIiKi1NVM9v4qGWDK5fJ3bmDJ1LNq1Srcv38fhoaG+PHHH7Fv375Sj2AkJibiyZMnCmmurq5YuHAhPv30Uzg6OqJDhw7Cfvb69evCxZmHDx/Cz88PUqkUo0aNemv9qi4ODg44ePAgFi1aBBMTE5iammLGjBkAgJEjR8LW1hYWFhYYNWoUpk6dij///FPl+Ry8vb0xYMAAfPTRRzAyMlLpUTF1hISEICgoSPjpmbFjx8Lb2xtpaWkQi8U4deoUbt26BTs7OxgbGwvPoJaYPXs2Tpw4AalUCnt7e1y9ehVaWlo4fPgw/vjjD5iYmCAwMBC7du1S6dZqmUyGcePGwcjICA0bNoSNjQ2+/vrrmuq+crUxi9C1a9eE2Vlfn9l15MiRKtdR3oxRRJWfgfZ1Zc08OmrUKBo9erTwvmPHjhQcHKxSfUuXLiUTExNq3LgxrV+/ngAIs3LeunWLvLy8hJlbDx48KJR7/vw5jRgxgkxNTcnGxobmzJkjzBabl5dHPj4+ZGBgQO3ataNffvmlUrPFltcmUfFMVGfPnlWprtclJCRQ7969ydTUlCQSCbVo0YJu375Nt27dIjMzM2EGq8ePH5OxsbHClNcHDhwgDw8PYbbYb775RsiLiIigVq1akYGBARkaGlKXLl1KtV3ebLEREREEQOW/FVHxzGCtWrUS3s+ePVthxtzy+klUPBOpRCIhZ2dn2rJlC3344YfUtm3bUjGV9VMkRMU/+2BhYUESiYRsbGyE9gBQTk4OERGdPXu22n6axN3dnfz8/MrMi4qKImdnZ9LV1aXu3bsLP5lAVDyjmZ+fH+nr65OlpSWtWrWqWuKpqE2i8v+ez549IwC0ffv2UnXK5XIKCAggQ0NDkkgk1Lt37zJnHH6bqtrPoUOHljk1emxsLBERhYaGkoWFBUmlUpo0aRIVFhYqlD927BjZ2tqSTCZTOdbCwkKaMGECSaVSsrKyorCwsFLLeHl5ldomle3jz58/Tx9++CHp6uqSnZ2dyj/tUaKszwoR0cGDB4XZYr28vKpltlgi5es2ODiYAFBERIRCempqKnXp0oV0dXXJ1dVVYcbAo0ePCtPGu7i40MmTJ0u1u2jRIvL29q6WPrB3y/OXL2s7BMYYqxEiomp8gIuV8ujRI1hbW6OoqAhz587FkSNHKnX1jTHGqsv06dMRHh6OFStWoE2bNrUdDitHZmYm1q5di7CwMERERKj96AJjjDH2tvAsATVsxIgRMDY2hrm5OU6fPo2tW7fWdkiMsX+pWbNmYebMmZg7d67wbAp79yxYsAAvX77EpUuXeGDJ3qolS5bUdgiMsfccX7lkjDHGGGOlJsZijLHK4iuXjDHGGGOMMcbUxoNLxhhjjDHGGGNq48ElY4wxxhhjjDG18eCSMcYYY4wxxpjaeHDJGGOMMcYYY0xtPLhkjDHGGGOMMaY2pYNLOzs7iESiUq+wsLAaCSgsLAwikQjNmjUDAJw+fRoikQhSqbTKda5atQq2trbQ1taGRCJRO0apVAqRSITTp0+rXRdjjDHGGGOM/RNoqbrgoEGD0LhxY+G9u7t7jQTk7u6OoKAgWFhYVEt9L168QEBAAIgIY8eOhampabXUyxhjjDHGGGPs/6l8W+zQoUMxZ84c4fXhhx8iLy8Pbdu2hbm5OXR0dCCVStG5c2fExcUJ5UqudH7zzTdwcXFB/fr1MX78eMTExODTTz9F/fr10b59e6SkpAAArl69irlz52L9+vVlxtGhQweIRCIsW7ZMSHNxcYFIJMKBAwdKLS+RSEBEAID169cjKSlJpbiTk5Ph6+sLGxsb1K9fHy4uLtiyZQu8vb3x/PlzAMDHH38sXMEkIvz8889wdXWFrq4uGjVqhKCgIOTk5AD4/yuwenp6CAgIgLm5OWbOnAm5XI7g4GA0bNgQ9erVQ4MGDdCzZ0/IZDJV/zSMMcYYY2oLDAys7RAYY+85lQeX27Ztw7Rp04RXbm4u5HI5nj59im7dumHixImws7PDyZMnMXz48FLl9+3bBwcHB+Tm5mLt2rXw9vaGvr4+6tWrh8jISCxcuFClOMaMGQMA2Lx5MwDg5s2buHnzpjAoe9NXX30l/P+bb75B7969lcb96tUrdO3aFevXr4eJiQnGjRuHevXq4eTJkxgxYgTq1KkDABg+fDiCgoJga2uLn376CX5+fkhLS4Ofnx+0tbUxb948BAQEKMSTl5eHnJwcjB49Gu3bt8f06dMxa9YsaGhoYNy4cWjbti3OnDnDg0vGGGOMvVWTJ0+u7RAYY+87UsLW1pYAlHo9e/aMiIgKCgooMjKSwsLCaOrUqQSANDU1hfIly1+5coWIiFq1akUAaNmyZURENH/+fAJAnTt3JiKijRs3EgByd3cnIqKIiAgCQBKJhIiIXr16RVKplABQbGwsTZs2jQDQjBkzyow/ISGhVMzK4t68eTMBIEtLS8rNzSUioqKiIrpx4wYREUkkEgJAERERQn1OTk4EgLZs2UJERNevXycApKGhQTk5OaX6UaJPnz4EgDw9PWnPnj0UHx9Pz549E9pljDHGGGOMsfeBys9c7tu3D3379lVIi4+PR6dOnZCQkABTU1NYWVkBAAoLC8utp27dumW+z8/PVymOevXqYejQoVizZg02b96M3bt3Q1NTU7iiqQplcT98+BAA4OrqKlylFIlEcHZ2LrfOBw8eAAAaNWqk8G9RUREePXpUbrnvv/8eUVFR+Ouvv/DXX38BALy8vHDw4EGhbcYYY4wxxhh716n1UyQrV65EQkIC+vXrhydPnmDv3r3VFVeFxo4dC6B4Fti7d++iV69ewgBRFcriLqkrLi4OBQUFQvrt27cBABoaxatNLpcLeXZ2dgCA+/fvK/yroaEBa2vrcmMxMDDAw4cPcfbsWYSEhEBfXx9nzpzBnj17VO4PY4wxxhhjjNU2tQaXJT/rcf36dfz444+YOHFitQSlTLNmzdC8eXO8fPkSADBu3LhKlVcW98CBA9GkSRM8fPgQbdu2xeTJk9GhQwfMnz8fAGBjYwMAmD59OmbPno3ExET4+/sDAL7++msEBgbis88+A1A8EH7zau3rxo4di9atW2PXrl1ISEiAXC6HSCRC06ZNK9UnxhhjjDF1LFmypLZDYIy959QaXE6aNAk9evRAcnIy1q1bhw8//LC64lKqd+/eAAAHBwd8+umnlSqrLG5dXV2cOnUK//nPf/D48WOsXr0aqamp+PjjjwEU73ydnJxw+fJlLFmyBGlpafjyyy+xZs0aGBsbY926dcjNzUVQUBBCQkIqjKVfv34oKCjAxo0b8csvv8DZ2Rk7d+5Eq1atKtUnxhhjjDF1LF26tLZDYIy950RE//udjvdM8+bN8ffff2PBggWYMmVKbYfDGGOMMfZes7KyQnJycm2HwRh7j6l15bK2/PXXX/j777+ho6ODL774orbDYYwxxhhjjLF/vff2yiVjjDHGGKs+fOWSMaau9/LKJWOMMcYYY4yxdwsPLhljjDHGGGOMqY0Hl4wxxhhjjDHG1MaDS8YYY4wxxhhjauPBJWOMMcYYY4wxtfHgkjHGGGOMITAwsLZDYKxcdnZ28PHxUUgbPHgwpFIp9PT0oKWlVa3tERG++eYbmJmZQSqVolGjRsjOzq7WNv6JeHDJGGOMMcYwefLkGq3/RVZWjdZfm9LS0tC1a1eIxWK4u7sjOjpa5bKhoaGwsrKCoaEhAgMD8fqvBO7fvx+NGjWCvr4+Pv30Uzx58qRUeRMTE9y5c6da+qGO06dPQyQSQSqVKrzi4uKqpX5HR0dYWFgopO3YsQMymQyHDx+uljZed/LkSfz000/4888/IZPJcOHCBdStW1ftekNCQnDt2rVqiPDdxIPLd0BZZ2Iq4/Tp07Czs6u2eBhj/0xEhNDQULRs2RLx8fG1HQ4uXbqEo0eP1nYYNa6y/fT394ePjw+SkpJqMCrG3q4T585h6OTJOHHuXG2HUiP8/f3h6OiIjIwMTJ48GQMGDEBhYaHScteuXcOUKVPw+++/4969ezhz5gxCQ0MBAA8fPsQXX3yB/fv3IzMzE02aNMGkSZOEsj///DNSUlJgZWUFiUSCkJAQyOXymuqiSjQ1NSGTyRReTk5O1VL3qVOnMH/+/GqpSxUpKSmwsLBAkyZNAABGRkbQ1NRUu14eXFbBw4cPUa9ePfzxxx8K6YMGDcKKFStqosn3WllnYhirSdu2bVM4qygWi+Hg4CDkR0VFwcXFBWKxGD169EBGRoZC+WPHjsHNzQ1SqRTu7u5ISUlROyZlbSpTVFSEFi1aqHWi5m2oaj8LCwsxYcIEGBgYoEGDBti0aZNCfnZ2NsaMGQNDQ0NYWlpi3rx5peoYN24cdu7cid9++03h713VNitSUT+///57NG7cGJ06dcLevXtVrhMAZDIZZsyYgRcvXlSqnDoquqpQEVX6WdZ2GxISAk9PT3h6euLWrVvV0QXGatWJc+ewfNMmaGlpYfmmTf+4AWZaWhoOHjyIWbNmQUdHByNHjkT9+vURHh6utOyGDRswbNgwuLi4wNDQEFOmTMHatWsBAOfPn4e9vT2cnZ2hpaWFcePGYd++fcj63xXg8+fPo0ePHvjjjz/w9ddf49SpU0hLS6vRvlZVcnIyvLy8YGJiAolEgs8++0wYfHt7e2PVqlWwtLTE/PnzMW3aNFhYWODatWvIzs4WjlW0tLQwZ84cldts2bIl1q9fr5Dm7OyMmJiYCsulpKRAKpVi/PjxSEhIENr39PQEUDzIdXNzg4GBAUxMTLBo0SKF8jdv3kTnzp1hZGQEQ0ND9O/fH0Dxvl0qleLhw4fw8/MT6n348CEA4Pbt2/j4449haGgIFxeXUldjRSIRDh48iPbt20MsFsPb21vImz17NiwtLaGvrw97e3tERUWpvJ6qHdWQb7/9lj788EMqLCwkIqKIiAhycnKigoKCmmryXysiIoJsbW1rOwz2Hvvuu+/ohx9+ICKivLw8srCwoK1bt1Jubi75+vrSsGHDhGUvXbpERkZGdPLkSSoqKqKkpCTKyspSq31lbapi1apVpKOjQ6NGjVIrlpqkTj9XrlxJLVq0oGfPnlFMTAwZGRlRXFyckN+3b18aMmQIyWQyKigooPv37yuU37FjBzVp0oRevXqlcrzK2qxqPyMjI+nVq1c0atQoGj16tMrxEBElJCQQAHr06FGlylXV1atXycjIiK5fv04ZGRnk4eFB69evV6msKv2saLtdt24deXh4UFFRkTpdYKxWHY+MpB6+vjQwIICGBAbSwIAA6uHrS8cjI2s7tGpz/PhxMjc3V0jr378/zZgxQ2lZT09PWrt2rfD+2rVrpKmpSXK5nK5du0b16tWjU6dOUX5+Ps2cOZMA0M2bN4XlN2/eTL/88gtNnTq1+jpURREREaSpqVlmXnJyMp05c4bkcjndu3ePdHR06Pjx40RE5OXlRd7e3nTx4kWSSCS0cOFC+uabb2j+/PkKdXh5edHs2bNVbnvTpk3k6uoqvD958iS1b99e5f5s3LiRHB0dS6VfunSJ7ty5Q0TF619LS0v4bn3x4gWZm5vTlClTKCcnh/Lz8+ny5csK5W1tbWnz5s0KaQUFBdSwYUOaNm0aFRQU0NGjR0lHR4fu3bsnLAOAXFxcKCoqih48eECdO3cmIqLY2FjS1dUVvheTk5MpPT1d5X5WtxobXMpkMjIyMqKwsDCSy+Xk5uZGR48eFfITEhLok08+IbFYTG5ubhT52k5myZIlZGdnR2KxmBwcHOj3339XDBqgAwcOULt27UhPT4+8vLyEvFmzZpGFhQWJxWKys7OjCxcuKI01ODiYpkyZQh4eHtStWzc6ePAgmZiY0IYNG4ioeGN0dXUlqVRKxsbGtHDhQoXyXl5eNG/ePPLx8SGpVEqvj9mDg4OpZ8+eFBISQhYWFqShoUERERGUlZVFEomEJBIJaWpqlvlhWbp0KVlaWpKxsTH5+/tTfn6+kLd27VoyNjYmOzs7+uqrr3hwyaosOTmZ7Ozs6MWLF0REtGfPHnJzcxPyU1NTSUdHR9hRDRo0iKZMmVKtMShrU5knT56Qg4MD+fv7v9ODS3X66erqSnv37hXejx8/niZPnkxERDdv3qS6detSZmZmueWbNWtG69atq1S8FbVZEVX7WdnB5YABA0gsFhMA0tfXJ4lEonDgcOjQIXJ2diYDAwPy9vamW7duqVx3eSZMmEABAQHC+99++42aN29eqTrK66ey7bagoIAsLCwoPDy80nEzpqqsrCxKS0ujtLQ0mjlzpvD/6njtOnqUuo4ZQ338/WlgQIDw6uPvT13HjKFdR49Wa3tvvtQ98amqbdu2kYODg0LaiBEj6Msvv1RatnHjxrRp0ybh/f379wkAPX36VKjbxsaGbG1tae3atQSA/vrrLyIiunfvHhkYGFBKSgq5ubnR9u3bq7FXlRcREUEAhONbiURS7qDX2tqatmzZQkTFx9H79u2jhIQEMjIyovz8fAoODqbg4GCFMpUdXObl5ZGpqSmdPn2aiIj69OlDu3btUrk/5Q0uX1fy90pKSiKi4r+XpaWlcHGtLGUNLs+ePUt169al3NxcIe3N/gKggwcPlqrv4cOHpK2tTbNmzaKUlBSV+laTqndapddIJBJMmzYN06ZNw9OnT9GgQQN069ZNyP/888/Rv39/nDhxAj/99BMGDRqER48eQVNTEy4uLrh06RKMjIzg5+eHmTNn4tNPP1WoPygoCKGhoTAzM8PYsWMBAHFxcVi4cCFu3bqFBg0aICUlBXXq1FEp3k2bNuHs2bNo06YNdu7ciQ0bNmDNmjUYPXo0JBIJ9uzZg0aNGmHLli34z3/+gwkTJqBevXpC+eXLl2PhwoX45Zdf8MEHHyjUfe7cOTg4OODevXuYOHEiNDQ0oKurC5lMBgAKl7VLHD16FKtWrUJUVBTq1auHtm3bYv369fD398dff/2Fb7/9FufOnYOlpSXGjBmjUh8ZK8uMGTMwceJEiMViAEB0dDSaNm0q5JuamkJPTw83btyAl5cXIiMj4ezsjJYtWyIxMREBAQEICgpSKwZlbSoTGBiIqVOnIjk5+Z2eya2q/czPz8eNGzcUyjo5OQm3WkZGRqJJkyZYsGABfv31Vzg6OmLjxo1o3LgxACA1NRUxMTHo1KmTyrEqa7Mm+qnM7t278eDBA9jb2+PmzZto0KCBkHfv3j0MGDAA+/fvR+fOnTFz5kz06tULsbGxas0gGB0djZEjRwrvnZycEBMTg8LCQrWfvVG23WppacHb2xvh4eHo2rWrWm0xVp64uDj8/fffAIB169bB3Ny8WurNLSjA7nPnoAFAnpdXKr9ALseKzZuREh+Putra1dLmmzw8PPDRRx/VSN2vMzExKfUZzs7OhqOjY6XLZmdnQ1NTEwYGBgCAIUOGYMiQIQAgTNpjZGQEoPixqrNnz8LCwgI7d+5U6XGHmlbyzOWb8vPzMXPmTOzcuRNpaWl4+fKlwiMGUqkUAKCnpwftatoedHR04Ovri5UrV8LW1hbXrl1Dv3791K43OTkZU6dOxenTp/Hs2TMAEPry6NEj2NvbQ0Ojck8eJicnw8TERGHcYm1tjeTkZIXlSraL11lbWyM8PBxz5szB7Nmz0adPH/z0008wNjaubNeqRY0NLoHih5tXrlyJ77//XuHB1cuXLyM2NhZ//fUXNDQ04OPjg6+++gr37t1DkyZNFAaSrVu3RkRERKm6582bh5YtWwIAjh8/DqB4g8zPz8fGjRsxZswYWFpaqhzrZ599BkdHR9SvXx+TJ0+GTCZDbm4uACjsmDw9PSGXy5GZmQkrKyshfdiwYRg1ahSA4numX2dvb4/ly5cDQKl7v8uzZs0a+Pn5CQdPvXv3xtmzZ+Hv74/NmzdjwIABcHFxAQD4+vpi3LhxKveVsRK3b9/GkSNHhO0TANLT01G/fn2F5XR1dfH06VMh/9ixYzh06BBkMhnat28PFxcX9OnTp8pxKGuzIhEREUhISMCWLVswc+bMKsfwNlS1nxkZGSAihbJv/k1iY2MREBCAR48eYcqUKfj8889x5coVABCe57C2tlY5VmVtVkSdv2dV7dixA56ensJJzKCgICxevBgXLlxAu3btqlzvm33R1dVFYWEhnj17ptYXt6rbrbW1danvFMaqk5OTE2xtbQEAM2fOrJaD7xKWDg4I3bsXdXR0oP3aSZ4CuRx5+fkY3b8/vGpw8PfmfqimuLm5ITMzExkZGcLALy4uTqU5ADw8PBRmU42Li4O7u3uZJ6+OHDkCMzMzNGrUSEhzdnYGAGHSmXdVcHAw/vjjDxw7dgwODg6wt7d/K+2OGzcODRs2hLa2Nvz8/KplQp6BAwfCzc0NV65cQVZWlkJfrK2tER8fX+EJyLIGz1ZWVnj69Cny8/Oho6MDAEhKSkLHjh1Viqljx47o2LEjHj16hM8++wyLFi0q9Szo21Kjs8Xq6Ohg2LBhaNeuncLVvPj4eLx69QpGRkaQSqWwsrJCnTp1hDMd58+fR+fOnWFqaoqvvvqqzMkTKhq5//HHH7C1tcWgQYOQnp6uUqwlZ0ze/D9QfDZhxIgRsLa2hpubGwCUiqmseFTJK098fDxmzpwpPOy7Zs0a4QHuxMREhTP2jFXV9OnTMXr0aIWr8OWdgTUxMQFQfFfC0KFDYWZmhiZNmqBXr17CCZ6qUtZmeQoKChAQEICffvoJIpFIrRjehqr209jYGCKRqNTZ7df/JmKxGF988QW0tbXx9ddfIyYmRhjMlZxBLWtf2q1bt1LTxqvSZk30Ux3JyckKg+e6devCxMSk1FnfylJ2VaEqKrPdFhUVVfoMOGOVoaurCxMTE+HzWfL/6ngN7NYNgT4+wgymJQNMuVyOQB8fDOzWrVrbe/Olq6v7Vtahqakp+vbti+nTpyM/Px+bNm1CVlaWwh17QPGvAwwePFghbezYsdi2bRtu3LiBzMxMLFy4EH5+fkL+X3/9BSLC7du38eOPP+L7779/L77v3nT79m00adIEDg4O+PPPP5GRkYHnz5/XeLtWVlbo3bs3Dhw4INzpqK7bt2+jZcuWkEqlOHjwIAAIfenZsyeICIGBgcjKygIRlZpAyNLSEhcvXkRRURHy8vKQn5+P1q1bo0GDBliwYAEKCwtx/PhxnD9/XrhqXZGYmBhcvHgRhYWFkEqlqF+/fqmxzNtU499YGhoapb4YLS0toaenpzBNcW5uLlq1aoWMjAx07twZn3/+ORITE7FmzZpKtdexY0dERETg/v37SEpKqpZR+8CBA1G/fn1cuXIFN27cULs+VVhaWmL27NnC+snKysKhQ4cAAGKxGC9fvhSWLSgoeCsxsX+WmzdvYs+ePRg9erRC+ptnUdPS0pCVlSVcKXd0dEROTo6Qr6+vr/bZYWVtliclJQX379+Hl5cXpFIpFixYgG3btqFz585qxVNTqtpPbW1tuLi4lDq77eHhAaD4b5KXl4eioiIAxX8TkUgknDSws7ODSCRCQkJCqbrDw8NLTRuvSps10U9VlHe7lJWVlcJAMi8vD+np6Qp3mFRFZa4qqKoy2+2DBw/eiVvdGKuqzm3bYuLIkcjJzcWr3Fzk5OZi4siR6Ny2bW2HVq1WrVqF+/fvw9DQED/++CP27dtX6pb8xMTEUr9T6erqioULF+LTTz+Fo6MjOnTooPC40/z582FsbIyOHTti0qRJCAgIeCv9qW7Tpk1DdHQ0zMzMsG7dOsyaNQvTpk3DkSNHarzt5s2bY9iwYTA0NKyW+kJCQhAUFCT89MzYsWPh7e2NtLQ0iMVinDp1Crdu3YKdnR2MjY3x1VdfKZSfPXs2Tpw4AalUCnt7e1y9ehVaWlo4fPgw/vjjD5iYmCAwMBC7du1S6dZqmUyGcePGwcjICA0bNoSNjQ2+/vrraulrldT0Q53BwcHUsWNHhbSCggL64IMPKCgoiLKzs4mI6Pbt25SWlkZXr14lAHTv3j16/vw5DR06lMzNzUkulwvlAdDZs2dLtXXlyhWKazG4FwAArQdJREFUiooiuVxOL168oE8++YTmzp2rUowlDw3b2tpSQkICRURECBMFGRgY0IYNG6igoICWL19OAOjGjRtC+YoeMC6r/28qq/zmzZvJ3t6eYmJiiKj4gfvo6GgiKp5B0MHBgdLT0+n27dvUsmVLntCHVdqkSZPI3d29VHp+fj5ZWVnR1q1bKS8vj3x9fWnIkCFC/qpVq6hRo0aUkpJCjx8/JhsbG2FygapS1iYR0fnz58nW1paWLVtWbj3BwcHv9IQ+6vRz9erVpWZujY2NJaL/n/hlyZIlVFhYSHPnzqUuXboolPf09KSQkJBKxVtRmyU+//zzUvsfVfpJVPkJfYiIcnJySEdHh3bu3ElERM+fPyciort371KdOnXoxIkTJJfLKTg4mBo1aqT2DOXXrl0jY2Njhdli35wYadmyZWRra0vnz58vsw5l/Sxvu83NzSUjIyNhMgrGapqlpWWN1V0ya+w/aZZY9u5LTk4ma2trhRl2Wc2qlXtttLS0EB4ejuvXr8Pe3h5SqRTDhw/Hs2fP4ObmhoCAADRv3hyenp7o3r07LCwsVJoEoqZG7hWdoagpw4cPxzfffIPBgwdDKpWicePG2LdvHwDAx8cHHTp0QKNGjTB69Gh+3pJVSUREBFq3bl0qXVtbG3v37sW8efNgaGiIpKQkhd+n9fPzwyeffIIPPvgAzZs3x7fffos2bdqoFYuyNgEgNzcXiYmJZU4U8L5Qp5/jxo1D69atYW9vjx49emDJkiXCD1NraWkJE5FJJBKcOnVK+BHuEtOnT8eyZcsqdRtSRW2WePLkCRITEyvVT1tbW0ilUmzbtg2bN2+GVCpV6ewsUHy765IlSzBx4kRIpVK4uroCABo2bIhdu3Zh0qRJMDExwenTp3Ho0CG1JvMBlF9VAIq/exITE4Xn9KujnwCwYsUKuLq6qjUJEmPvis5t22LbkiX/uCuW7N01atQouLu747///a/CJHOsZomIVPw1aMYYY++16dOnIzw8HCtWrFD7hACrOZmZmVi7di3CwsIQERGh9q29jKnqzdvLGWOssniWAMYY+5eYNWsWZs6ciblz5yI+Pr62w2HlWLBgAV6+fIlLly7xwJIxxth7ha9cMsYYY4wxvnLJGFMbX7lkjDHGGGMIDAys7RAYY+85vnLJGGOMMcYYY0xtfOWSMcYYY4wxxpjaeHDJGGOMMcYYY0xtPLhkjDHGGGOMvdPs7Ozg4+OjkFbye/B6enpq/67xm4gI33zzDczMzCCVStGoUSNkZ2dXaxv/RLU6uMzPz8eRI0dw9erVSpf18fGBnZ1dmXnR0dFo0aIF9PX1YWJigiVLlqgVp4+PD2bMmFHhMmFhYRCJRHjw4IGQFhMTA6lUCqlUCi0tLcyZM6fCOry9vREWFqZWrIyxf69nz54hLCwMz58/LzOfiBAaGoqWLVvyT5G8w/z9/eHj44OkpKTaDoX9g73IyiqVpu7x0r9ZWloaunbtCrFYDHd3d0RHR6tUbtu2bcKxolQqhVgshoODg5AfGBgIMzMz6Ovro3Xr1oiJiamhHqjv9OnTEIlECv2RSqWIi4urlvodHR1hYWGhkLZjxw7IZDIcPny4Wtp43cmTJ/HTTz/hzz//hEwmw4ULF1C3bl216w0JCcG1a9eqIcJ3U60MLtPT0zFq1Cg0btwY/fr1w/Xr1ytdh4WFBRwdHcvMCwgIQPPmzfHs2TOkpqaWOstREyQSCZo0aQJtbW0hrVmzZpDJZJDJZGjXrl2Nx1Cb3qedn7r+CTsFZV9mUVFRcHFxgVgsRo8ePZCRkaFQ/tixY3Bzc4NUKoW7uztSUlLUjklZm+UpLCzEhAkTYGBggAYNGmDTpk0K+dnZ2RgzZgwMDQ1haWmJefPmqR2rOmqin5cuXUK3bt3g6uqK//znP3j58mWZdYwbNw47d+7Eb7/9pvD3rkqbylTUz7i4OHh6ekJfXx/Ozs7466+/VK5XJpNhxowZePHihcpl1BUaGgorKysYGhoiMDAQqs6Dp+xg8+7du/j0008hlUrh4OCAY8eOASjex3h6esLT0xO3bt2q9v4wduLcOQydPBknzp1TSF+6dGktRfT+8/f3h6OjIzIyMjB58mQMGDAAhYWFSssNHTpUOFaUyWSYMGEChg8fLuQHBAQgJSUFKSkp78R3mDKampoK/ZHJZHBycqqWuk+dOoX58+dXS12qSElJgYWFBZo0aQIAMDIygqamptr1/hOOIytEteDZs2cUHR1NhYWFZGtrS5s3b67W+u3s7Kq1zlGjRlFwcLBadXh5edHs2bOVLrNx40a12qktCQkJJJfL6eXLl9SvXz8aNGhQbYdUY2pim61t3333Hf3www9ERJSXl0cWFha0detWys3NJV9fXxo2bJiw7KVLl8jIyIhOnjxJRUVFlJSURFlZWWq1r6zNiqxcuZJatGhBz549o5iYGDIyMqK4uDghv2/fvjRkyBCSyWRUUFBA9+/fVytWddRUP+/fv0/379+nhIQEAkCPHj0qVX7Hjh3UpEkTevXqlcrxKlu3VelnUVEROTk50caNG6moqIi2b99OVlZWJJfLVYqpoj7WhKtXr5KRkRFdv36dMjIyyMPDg9avX69S2QEDBpC/vz/l5eXRr7/+Sra2tkI/X758SdbW1hQSEkK5ubn04sULSklJUSi/bt068vDwoKKiomrvF/v3Oh4ZST18famPvz/18PWl45GRQp6lpWUtRvb+Sk1NJW1tbUpPTxfSnJyc6NChQ5WqJzk5mezs7OjFixdl5n300Ue0ZcsWteOtKREREaSpqVlmXlJSEnXo0IGMjY1JX1+fBg0aJOwPvby8aOXKlWRhYUHz5s2joKAgMjc3p6tXr1JWVhZJJBKSSCSkqalZ7rF0WW23aNGCfv75Z4W0pk2b0pUrVyrsR3JyMkkkEqpXrx5paGgI7bdp04aIiE6ePEmurq4klUrJ2NiYFi5cqFD+xo0b1KlTJzI0NCQDAwPq168fEREtW7aMJBIJiUQiql+/vlBvYmIiERHdunWLvL29ycDAgJydnUttPwDowIED1K5dO9LT0yMvLy8hb9asWWRhYUFisZjs7OzowoULFfaxJtXK4PJ1lT1Q9/b2JolEQnXq1KGOHTsq5E2YMKHMP9qBAweU1iuXy2nu3LnUsGFD0tfXJzs7Ozpx4gQRFQ8u//vf/9Lw4cNJIpFQu3btKDMzk4iIpk2bRhKJhHR1dcv9QBGVPbh88uQJffzxx6Svr099+vSh5s2bKwwuK9qITp48SU5OTiSRSKhLly6UnJxMRP9/4LVt2zZycnIiAwMD2rBhg9L+lyU/P59Wr15dqTKV3fl5eXnRjz/+SN27dyepVEp9+/ZV2Kl6eXnRvHnzyMfHh6RSKb1+PiQhIYE++eQTEovF5ObmRpGvfUHeunWLPD09SSqVklQqpZEjRyq0u3TpUrK0tCRjY2Py9/en/Px8IiLauHEjubi40OLFi8nc3Jzs7Ozo8uXLRKR8p/C+evPLbM+ePeTm5ibkp6amko6OjvClOWjQIJoyZUq1xqCszYq4urrS3r17hffjx4+nyZMnExHRzZs3qW7dusLntbbVVD9LVDTwatasGa1bt65S8arSZlkq6ueTJ08IgMLn3NjYmH7//Xel9Q4YMIDEYjEBIH19fZJIJOTq6irkHzp0iJydncnAwIC8vb3p1q1bqna1XBMmTKCAgADh/W+//UbNmzdXWk7Zwebq1aupVatWFdZRUFBAFhYWFB4eXsXoGVNUMrAcGBBAQwIDaWBAgMIAkweXVXP8+HEyNzdXSOvfvz/NmDGjUvWMHTuWli1bppCWkZFB9erVIwD05ZdfqhtqjapocJmcnExnzpwhuVxO9+7dIx0dHTp+/DgRFR/reXt708WLF0kikdDChQvpm2++ofnz5yvUUdGFmrLa3rRpk8J3xMmTJ6l9+/Yq92fjxo3k6OhYKv3SpUt0584dIiLavHkzaWlpCSduX7x4Qebm5jRlyhTKycmh/Px84TiyRFljn4KCAmrYsCFNmzaNCgoK6OjRo6Sjo0P37t0TlgFALi4uFBUVRQ8ePKDOnTsTEVFsbCzp6uoK3/3JyckqHVfUlPduQp+IiAjIZDJMnTq1VN6KFSsgk8lgY2ODdevWCZfje/furbTepUuX4ueff8bu3bvx/PlznDt3TrgMDgDr16/H0KFDkZSUhIcPH+K3334DAMyePbvK93qPGDECjRo1Qnp6OsaMGYM7d+6UWiYoKAhLlizBjRs3oKOjA6D4VqtBgwZh7dq1SE9Ph6GhISZNmqRQ7tdff8X58+cxa9YsBAUFVSouIsJvv/0GFxcXREVFqVQmMzMT9evXh5WVFVq1aoVhw4ap3N769esRHByMpKQkPHr0CD/++KNC/vLly+Ht7Y3MzEw0btxYSP/888/x6aefQiaTwdfXF4MGDRJuQZk+fTpatGiBzMxMpKWl4bvvvhPKHT16FKtWrUJUVBRu3bqFU6dOYf369UL+3bt38eTJEyQlJeGjjz7C4sWLAQCTJk0qc/uysbFRua/vohkzZmDixIkQi8UAip9Zbtq0qZBvamoKPT093LhxAwAQGRmJevXqoWXLljAzM8PcuXPVjkFZm+XJz8/HjRs3FMo6OTkJtx9GRkaiSZMmWLBgAczNzdG2bdsyP2dvS031U5nU1FTExMSgU6dOKseqTpsV9dPIyAjm5uZYs2YN8vPz8fvvv+P58+e4d++e0np3794t3Ep08+ZNyGQy4f29e/cwYMAALF68GGlpaWjXrh169eoFuVyucp9V6YuTkxNiYmKU3u529epVGBkZwcjISKHs69umk5MT+vTpAxMTEwwbNgxZbzwDp6WlBW9vb4SHh6vVB/Z+yM7OxtOnT2vstTs8HEvDwoRJTwr+99nQ0tLC0rAw7P7fdlZT7f+TJ0JJT09H/fr1FdJ0dXXx9OlTleu4ffs2jhw5Aj8/P4V0Q0NDZGVl4dKlS9i/fz9WrlxZLTHXlMLCQoXHbkqOvywtLdGhQwdoamrC0dERZmZmSEtLE8pNnDgRJiYm0NLSwtdffw1dXV3k5uaqFcvnn3+O1NRUnDlzBgCwcuVKBAQEqFUnAHz00Udo1KgRAMDT0xNyuRyZmZkAgMOHD0NDQwPz5s1D3bp1oa2tjebNmyut8//Yu++4KI7/f+Cvk6pw3NGbcAgKonAY7KhBo3wUjRWNBgskdgxo8GM0sfeCRiwxauSjohA1VoxiDRoxihUrYkBQikoRRDp39/79wZf9eVLu4EA0mefjwePB7ezMvGfvbndndnfu6tWrSE1Nxbx586Curg5PT0907doVv/76q9x6K1asQKdOnSASiXDmzBkAgK6uLkpLS7Fz5048f/4cFhYWcsee961+p1V6i1AorHL5uXPn0KFDh4aqts527NiBOXPmwMXFBUD5l+BtY8aMgaenJwCgZcuWcl+Iunjx4gXOnj2Lp0+fQkNDA59//rncCUyFig8RAO5DFBoaii5duuDTTz/lYhs/frxcvo0bN0IgEMDFxaVWsZ47dw5z5syBmZkZDh06BCcnJ6XyVez8bt26hSFDhsDBwQH+/v5K5Z02bRrXxlGjRuHIkSNYvHgxlz569Gj4+PgAKN/5AsCNGzfw8OFD/PXXX2jSpAl8fX3xzTffICEhAQ4ODtDX18elS5dw7tw59O7dG61bt+bK27JlCyZPnozmzZsDAAYNGoRLly7Bz88PAGBkZIQ1a9agSZMmEIvFiIqKUqodH6OKg9mGDRu4ZYoOkllZWTh16hSOHz+O3Nxc9OjRA05OThg8eHCd46jrgTk7OxtEJJf33VgfPnyIgIAApKSkYPbs2Rg5ciRu375d51hV0VDtVOTZs2cAACsrK6VjVaXOmtqprq6O06dPw8fHB+vWrcO4ceMgFournYRIWfv27YObmxu3n547dy6CgoJw9epVlZ55f7ctOjo6kEqlyMnJgZGRkdL5KvK+/dm8desWzpw5Azs7OwwcOBDz58/H+vXr5fJYWVlx+z3mny0uLg63bt1qkLKLy8pw8PJlNAEgKSmplF4mkWDjnj0AgCNHjjRIDK6urh/k+V99MDY2rtR5LigoqHZukKosWLAA48ePR9OmTSulNWnSBB06dEBAQAB27dql9PlVY6h45vJdpaWlWLx4MQ4cOICMjAy8efNG7vn1in6Drq6u3PwlqtDU1MSkSZOwadMmiEQi3L17F0OHDlW53LS0NMyZMwcXLlxATk4OAHBtSUlJQYsWLdCkSe2u36WlpcHY2BhaWlrcMisrK6Slpcmtp6+vXymvlZUVIiMjsWzZMixduhSDBw/Gzz//XOMxqiE1WOeyqg/WhywlJQUtW7asNl1HR4f7n8fjQSaTqVRfxcmepaVljetV9SF68uQJzp8/z30RZTIZeDye3DoVJzU8Hk+pySdKS0sxatQonD59GkePHoWHh4cyzZBT153f2zsRPT29SpORVLcNCgsL5UZmtLS0uM/d2rVrsXjxYowdOxaamppYtWoVvL29ubxRUVHcQ/ESiQS9evXiytHW1uZ2CvXxXn/IqjqYGRsbV7qKVFBQAGNjYwDlk1d5e3vD1NQUpqamGDhwIM6cOaNS51JRndUxMjICj8eTO6i/Gyufz8fXX38NAPj222+xfv16ZGZmKiy7ri5evFhpW8yZMwdz5sxpsHYqUvF5rmpf4OnpiStXrsgty83NValORe0Ui8VyHXxLS0uVR1nT0tLkOs/a2towNjaudGCurXdPGgsKCqCmplblfqmmfBV5K042BQIB3N3d4erqCgCYOHEiVq1aVakcmUxW65MU5uPk6OgIkUjUYOVb2Noi5PBhaGlqQuOtn2wok0hQUlqK8cOGYfrFi/Vy8l2Vdwdb/knEYjFevXqF7Oxsbl8WFxen9ISSDx48wKFDh5CYmFjjetra2kpNEvQhWrhwIf744w+cOnUKtra2aNGixXupd8qUKWjZsiU0NDQwefLkepmQZ/jw4dxxLD8/X64tVlZWePLkCaRSabV1VdV5trS0RGZmJkpLS7k7FVNTU9G7d2+lYurduzd69+6NlJQUfPHFF1izZg3WrFlTh9aprsGOWO9OQ1zxd+PGjYaqUiVWVlbv9Xa5ilsQ374NqqysTKm8FhYW6Nu3L3dbZl5ensqj/pqamvj555/h6+uLyZMnIyQkpM47MFV2fikpKUodXC0sLKCrqys3G1lxcTE6d+4MoHzkKygoCGlpaVi8eDF8fHy4bWRhYcHdzpybm4v8/HwcP35c6Rjra0StsVUczN696u3q6io3bXhGRgby8/O5q9h2dnYoKiri0vX09FQ+aVBUZ3U0NDTg5OQklzcuLo47Ybezs0NJSQk3QKCnpwcej1flyHB9cXd3rzRTXsVt/A3VTkVsbGzA4/GQlJRUKS0yMrJSvKrWWZt23r59G+np6UpfXazu+2dpaSnXkSwpKUFWVpbCATxF3m1LXFwcXFxcFJ6gvH2y+Xbetz+bynyPkpOTlZrZl/n46ejowNjYuMH+hnt6ItDXl7tVvKKDKZFIEOjri+H/d9W/oep/e5D+n8bExARDhgzBggULUFpaitDQUOTn53N3UlSwsbHBqFGjKuXfsWMHnJycqjz/uXHjBmQyGV68eIFt27ZhyJAhDdWMBhUfHw8HBwfY2trizz//RHZ2tsrnrsqwtLTEoEGDcOzYMUycOLFeyoyPj0enTp0gFAoREREBAFxbPv/8cxARAgMDkZ+fDyKq9AsKFhYWuHbtGmQyGUpKSlBaWoouXbqgefPmWLVqFaRSKc6cOYMrV67gyy+/VBhPbGwsrl27xt2S3KxZs2rvIH0fGqxz+e7JSsXfh3pLxIQJE7BixQpcvXoVRITXr1836O/AtWrVClZWVti5cyckEglWrFih1DNHQPm01RcuXMDhw4chlUohlUpx9epVlWMyNTXFTz/9hDNnzuDs2bMQi8U4evSoUnlV2fnt3bsXaWlpePbsGXbt2oVx48YpzNOlSxdYWFhg3rx5KCwsBAA8fvyYu+Vs//79yM7OhpqaGkxMTKCtrc11KHx9fbF582bu91ULCgpqdStSVTuFj1F1B7OBAwciOzsb4eHhKC0txfz58+Hl5cWNxo4dOxY7duzA8+fP8eLFCxw+fBjDhg1TKRZFdQLlzyPY2NggODhYLu+UKVOwcuVK5Obm4s6dOzhw4AAmTJgAAOjTpw/09PQQHBwMmUyGn376Cf/5z3+gq6urUrx11VDtVMTQ0BBdu3blfupCWcrUOWrUqEq/OayonTdv3kRxcTFev36N//73vxg6dGiVjwVU1xZNTU3uamvFT5KMGjUKly9fxrlz5yCVSrFy5UpYWVmhS5cutWrzuyZOnIjw8HDcv38fr169wurVqys9ExUcHAwbGxu5/bCik80xY8bgjz/+wF9//YXS0lJs374dXl5ecuWWlJQgKioKAwcOVKkNDFPBo1s3TB83DkXFxSgsLkZRcTGmjxsHj27dGju0j97mzZuRmJgIAwMDrF27FkeOHOGeb63w9OlTvHjxolLeqKioavdV8+bNg6GhIdq0aQM3N7cq5xz5GMybNw83b96Eqakptm3bhiVLlmDevHk4ceJEg9fdvn17jB49GgYGBvVSXnBwMObOncv99MzEiRPRs2dPZGRkgM/n4/z583j06BFsbGxgZGSEb775Ri7/0qVLcfbsWQiFQrRo0QJ37tyBuro6fv/9d/zxxx8wNjZGYGAgfvvtN6Vurc7NzcWUKVNgaGiIli1bwtraGt9++229tLVOGmMWobt373Izbb498+a7M3rWZOHChZVmi61Ql5+KkEgktHLlSmrVqhXp6emRtbU1hYeHE1H5bLFvz47Zu3fvSj9NUtMMWURVz3B14cIFatmyJZmYmNC6deuoR48elWaLvXTpUpXlRUVFUefOnUlfX58MDAyob9++RFR5tshLly5RXd/mGzduUJ8+fZRat2/fviQUCklfX58mTJhARUVFSuVzd3enr7/+mhwcHEgoFNKSJUsqpVc3M1hSUhINGjSITExMSCAQUMeOHSk+Pp6IiHx9fcnMzIwEAgE5OTnRqVOn5PL+9NNP1Lp1axIIBGRhYUHz5s0josozgy1dulRull4ioosXL1Lr1q2Jz+eTubk5Xbt2Tam2fmhcXFxo8uTJVabFxMRQ27ZtSUdHh/r370+ZmZlcWllZGU2ePJn09PTIwsKCNm/eXC/x1FQnUflnHkCl755UKiV/f38SCoVkaWlJu3btkku/dOkSOTo6kq6uLn322WeUmppaL/HWVUO0c8uWLSQQCCrNpPr2FOynTp0ikUhEubm5SseqaNsSlX9Hq9rH1NTOZcuWkampKRkYGNDXX39d65+yqZiyXiAQkLW1Nbc8IiKCmy3W3d29XmaLJSIKCQkhc3NzEgqFNGPGDJJKpXLpCxcuJAAUFRUlt/zly5fUt29f0tHRIWdn50ozBm7ZsoXMzMxIKBTSpEmTqKSkRC59zZo11LNnz3ppA8O8rWLW2Ld/hoSIzRbL/POkpaWRlZUVPXjwoLFD+dfgESn5a9AM0wB69uwJX19fpZ9LYBim7hYsWIDIyEhs3LgRXbt2bexwmGq8evUKW7duxa5duxAVFaXyrb0MU5W8/HzovXMXx7p16zBz5sxGiohh6pePjw9OnjyJBQsWfNCTIP3TsM4l06hY55Jh3q+TJ09iy5Yt2LhxI3uW7wP13XffQU1NDXPmzIFAIGjscBiGYRhGaaxzyTAMwzAMwzAMw6iMzW/OMAzDMAzDMAzDqIx1LhmGYRiGYRiGYRiVsc4lwzAMwzAMg3Xr1jV2CAzDfOTYM5cMwzAMwzAMLC0tkZaW1thhMAzzEWNXLhmGYRiGYRiGYRiVsc4lwzAMwzAMwzAMozKlO5disRg8Hg88Hg9PnjxpyJhU8ttvv8He3h6amprQ1dVFamrqe6nXxsYGPB4PR48erTJ90aJF4PF4GDJkyHuJh2EYhmEYhmEY5n1SV2ale/fu4d69e9zrsLAwzJ8/v8GCUsWUKVPw6tUrfPHFF2jVqhV0dXXfS73+/v7IycmBg4PDe6mPYRiGYRiGYRjmQ6LUlcu9e/cCANq3bw+gvHP5Nl9fX/B4PHh4eKB3795o1qwZkpOTIZPJsHXrVojFYujo6MDW1hYLFy6ERCIBAOzYsQP29vbg8/nQ1NREy5YtsWzZshpjOXLkCDp06AA+nw8bGxtMnToVOTk5AMqvHr569QoAcODAAURHR0MoFFYqo+Iqo4+PD1xcXNCyZUsAwJs3bzBz5ky0bNkSOjo6EIvF2L9/P5fv9OnT6NGjB4RCIYRCITp27IgTJ04AADZt2oTly5cjPj4eAJCbmwtfX18YGBigefPmOHjwYKU4/vjjD3z66afQ19eHmZkZxowZg4yMDADArl27wOPx0LJlS/j5+cHMzAwmJibYsmULl7+4uBjLly9H69at0axZM9jY2GDWrFkAgNLSUixfvhyOjo7Q0dGBg4MDNm3aVOO2ZRiGYRiGYRiGqSuFnUsiwq+//goA2LJlCwwNDREfH48bN25UWjc5ORkuLi4IDAyEUCjEypUrMXXqVGhqamLy5MlQU1PDkiVLsGHDBgDAs2fPYGtri0mTJmH06NFISUnB/Pnzcfz48SpjiYyMxLBhwxAfH4+vvvoKZmZm2Lp1K0aOHAmg/OphhQkTJmDs2LE1ti05ORn9+vXD1KlTAQBeXl748ccf0aZNG0yYMAHJycnw9vbG9evX8eDBA3z++eeIiYnB8OHDMWrUKLx58wbXr1+vsuyvv/4au3fvhkAgwIgRI6CuLn+R+NKlS/Dw8EBycjJGjx4NR0dHhIWFYfz48XLrJSYmIj4+HiKRCJmZmZg+fToyMzMBAH5+fpg3bx7evHmDiRMnQiwW49ChQwCAadOmYd68eTAzM8PkyZORl5eHgIAALp1hGIZhGIZhGKY+Kbwt9uLFi0hJSUGrVq3QqVMnDB8+HNu2bUNYWBg6dOggt+6AAQPw448/cq+DgoIAAN26dUOzZs3Qtm1bJCQk4OjRo5g5cyaWLFmCtLQ0XLt2DS9fvsStW7dw9+5d3LlzBwMHDqwUS8WVtzlz5mDu3LnIzc2FsbExzp49i8ePH2PmzJn473//C6C8c9WuXbsa2/btt99yz0Devn0bZ8+ehb6+PsRiMQDAzs4OsbGxiIiIQPv27SGRSNCsWTO0b98enTp1woYNG/D69etK5WZmZuLIkSMAgFOnTsHBwQGLFi3CnTt3uHXWrl0LmUwGV1dXCIVCiMViXLhwASdPnkRpaSm3nouLC86fP4+ioiLo6upCIpHg77//RnFxMXbu3MnV4ezsDAC4f/8+Xr16hR07dkBNTQ1ubm7g8XhwcHDAixcvcPToUXh5edW4XRiGYRiGYRiGYWpLYeey4pZYqVSKMWPGICkpCQCwb98+rF27FmpqalXme/nyJdfx2rhxo1xaxW8ozZ8/H8uXL4eamhrs7e2RnZ0NANxts+9KTk4GALRq1QoAIBQKYWRkhBcvXuDp06ewt7dX1JxqPX78GACQk5OD5cuXV4p33rx56NevH06dOgU/Pz8AgLGxMcLDw9GnTx+59Su2kba2drXPYFbUd+zYMRw7doxbLpPJ8OLFi0rrN23aFDo6Onjz5g1KS0uRkpICANDS0uI6lgDg5OSEmJgYAOXv2YoVKyq1hWEYhmEYhmEYpr7VeFtsSUkJdxvlkydPEBYWhr/++gsA8OLFC5w/f77avEKhEFpaWgCAmJgYEBH399dffyE3NxfLly8HEeHGjRt48OAB+vXrV2OwNjY2AMpvFQWA169fcx3SirS6MjMzAwAYGRmhoKCAi1Umk2HlypXIzMzE4cOH8fjxY4SHh6NHjx7IzMzE0qVLK5VlbGwMoPyZyKysrBrrW716tdy2ef78OaytravM06TJ/3+7LC0tAZS/RxUdVQCIj4/nym7SpAmeP38uV354eHhtNw3DMAzDMP8CgYGBjR0CwzAfuRqvXP7+++/Izc2FnZ0dEhISuOUTJ07Ejh07sHfvXvznP/+pMq+WlhamTp2K4OBgDBgwAMOGDYOWlhZu374NdXV1REZGQktLC8XFxdi6dStMTU1x8uTJGoOdNm0aIiMjsWLFCrx48QLXr19HWVkZ+vbty13NrKvu3bujffv2uHnzJjp06IC+ffsiPz8fly5dwqhRo2BjY4PvvvsOnp6eMDc3567KOjk5VSqrRYsWaNeuHWJjY9G/f3907dq10oQ+06dPx4ULFzB//nzcvn0blpaWePz4Mc6ePYuioiKF8YpEIowZMwZ79+5F79694eXlhfT0dNy6dQsJCQkYMmQIjh49is6dO2PQoEGQSqWIiYmBs7Mzdu3apdK2YhiGYRjmn2fmzJmNHQLDMB+5Gq9cVswKO2jQILnlFc9DHjlyBIWFhdXmX7t2LbZu3Qpra2vs378f//vf//D69WsMHz4c2tra+N///gdLS0uEhobi/v37+OSTT2oMdsCAAdzvWIaEhCAtLQ1Tp07Fvn37lGpsTdTU1HDu3DnMmTMHMpkM27Ztw8GDB2FiYoJPP/0ULi4ucHZ2xunTpxEcHIy8vDwEBgZi7dq1VZb366+/onPnznj48CGuX78OV1dXufQhQ4bg7Nmz6NGjB6KiorB582bcu3dP4SREb9u+fTsWL16MZs2aYdu2bbh8+TL33oSHh2PVqlXQ09PDzp07sXfvXqipqaF///5130gMwzAMwzAMwzDV4BERNXYQDMMwDMMwDMMwzMdNqd+5ZBiGYRiGYRiGYZiasM4lwzAMwzAMg3Xr1jV2CAzDfOTYbbEMwzAMwzAMLC0t2U+WMQyjEnblkmEYhmEYhmEYhlEZ61wyDMMwDMMwDMMwKmOdS4ZhGIZhGIZhGEZlrHPJMAzDMAzDMAzDqIx1LhmGYRiGYRiG+dfJysrC0KFDIRAIYGBggBEjRjR2SLCxsYGvr2+N6yxatEjhOo2FdS4ZhmEYhmGYRpGXn9/YIdSLjIwM9OvXD3w+Hy4uLrh586bSeUNCQmBpaQkDAwMEBgaiqh9yiIiIAI/HQ3JycqU0Y2NjPH78uMqyR4wYge3btysdS30QiUSYPHnye62zrtavX4+UlBQ8e/YMr169wpYtWxo7JNjZ2cHc3Lyxw6izRu1clpaW4sSJE7hz506t8/r6+sLGxqbKtJs3b6Jjx47Q09ODsbGxUr/b1Lx5cwiFQmhra6NPnz61rrOhNEad9c3GxgYXLlxo7DAY5l+PiBASEoJOnTrhyZMnjR3Ov8b169dx8uRJpdf38/ODr68vUlNTGzAqhml8Zy9fhvfMmTh7+XJjh6IyPz8/2NnZITs7GzNnzoSXlxekUqnCfHfv3sXs2bNx+vRpJCQk4OLFiwgJCZFbp7CwELNmzaqUd/v27UhPT4elpSUEAgGCg4MhkUgAAMePH8fNmzdhaWkJc3Nz/Pbbb4iLi6ufxtYgJiYGUqkUR44cUar9jS09PR3t2rWDQCAAUN5Rb2znz5/HypUrGzuMOmuUzmVWVhZ8fHxgb2+PoUOH4t69e7Uuw9zcHHZ2dlWmBQQEoH379sjJycHLly+VumycmpqK3NxczJkzp051NpTGqLOugoODcffu3cYOg1FCeHg4hEIh98fn82Fra8ulx8TEwMnJCXw+HwMGDEB2drZc/lOnTkEsFkMoFMLFxQXp6ekqx6SozprweDy59pSUlHBpPXv2hK6uLpd2/vx5lWNVRV3bKZVK4e/vD319fTRv3hyhoaFy6SEhIRCJRNDX18fnn3+ON2/eVCpjypQpOHDgAPbv3y/3fte1zprU1E5VRvhzc3OxaNEi5OXlKZ1HVcpcVajKDz/8AHt7e/Tp0weHDx+ulF7d5zY4OBhubm5wc3PDo0eP6rUtDPOhOHv5MjaEhkJdXR0bQkM/6g5mRkYGIiIisGTJEmhqamLcuHFo1qwZIiMjFebdsWMHRo8eDScnJxgYGGD27NnYunWr3DpLlizByJEjK+W9cuUKBgwYgD/++APffvstzp8/j4yMDABAQkICJkyYgOHDhyMuLg6bN2/G8+fP66fBNTh48CCWL18OXV1dXLx4US6tZ8+eWLlyJb766ivo6+uDx+NxacnJyejduzf09PTg4uKCy299Hn788Ue0aNECenp6sLOzw5kzZ5SKhYiwYsUK2NjYwNTUFD4+Ptyx48CBAxAKhQgLC8OePXu4/fB3332nVNk8Hg8RERHo0aMH+Hw+evbsyaWdP38ebdq0gVAoRL9+/eTOkSIiImBvbw+BQABTU1PuSmlBQQEXg7q6OpYtWyZXX1lZGfz8/CAQCNC+fftKAwXV1ZmcnAwej4dff/0Vbdq0gYGBgdzghVQqxYoVK9CqVSsIBAK0aNEC586d49LXr18PS0tLGBsbY9q0aSgrK1Nqw793OTk5dPPmTZJKpSQSiWjPnj31Wr6NjU2dy1y4cCH17t27XuP5t6juvRSJRBQVFfX+A2KU9v3339P8+fOJiKikpITMzc0pLCyMiouLadKkSTR69Ghu3evXr5OhoSGdO3eOZDIZpaamUn5+vkr1K6pTkZp2Ze7u7h/M50+Vdm7atIk6duxIOTk5FBsbS4aGhhQXF0dERCkpKdS0aVO6f/8+FRUVUY8ePWjTpk1y+fft20cODg5UWFiodLw11alKO728vMjPz49KSkpo9+7dJBKJSCKRKBVTUlISAaCUlBSl26GKO3fukKGhId27d4+ys7PJ1dWVfvnlF6XyRkdHU2FhIfn4+ND48eMrpSs6BG/bto1cXV1JJpPVKXaGqa21a9e+l3rOREfTgEmTaHhAAH0ZGEjDAwJowKRJdCY6+r3UX9/OnDlDZmZmcsuGDRtGixYtUpjXzc2Ntm7dyr2+e/cuqampcfvEBw8eUOvWramoqIgAUFJSklz+PXv20P/+9z+aM2dOpbLv379Pq1evpsmTJ1NBQUEdWlZ7Tk5O9ObNG5o/fz5NmTJFLs3d3Z1MTU1p165dJJPJyN7enkvr1KkTrVq1iqRSKW3evJnMzc25bXD69GnKzMwkmUxGEydOJDc3N6Vi2blzJ1laWlJCQgK9efOGPDw8yNfXV26d6vbPigAgJycniomJoeTkZPLw8CAiopcvX5K+vj5dvHiRysrK6Msvv6QRI0Zw+UxMTOjw4cNERPT69etK7ydR+XZaunSp3LLly5dT+/bt6dWrVxQXF0etW7cmHx8fhXVWHDP79u1Lubm5tGnTJjI1NeXKXbNmDYlEIoqNjSUiorS0NHr27BkREZ04cYJsbW0pJSWFsrKyyMHBgX766SfF20bJbdhgatu57NmzJwkEAtLS0qrUCfT39yeBQEA8Ho+aNWtGAoGABAIBHTt2TOnyq+pcVldnSUkJGRgYUPQ7O0N7e3u6c+cOEZW/qZ999hnx+XwSi8WV1q1LO3fu3ElOTk4UFBREZmZmZGNjQzdu3FCq3EePHpGbmxsJhUISCoU0btw4Lu3169c0btw4MjExIZFIRMuXL+dOat7dLuPHj+c+1OvXr69yuz99+pSIyt/jX375hXr06EF6eno0ceJEpWJl3o+0tDSysbGhvLw8IiI6dOgQicViLv3ly5ekqalJWVlZREQ0YsQImj17dr3GoKhORT6WzqUq7XR2duYOSEREU6dOpZkzZxIRUWxsLAmFQiorKyMiooCAAAoLC5PL365dO9q2bVut4q2pzprU1M6XL1+ShoaGXJsdHR3p+PHjCsv18vIiPp9PAEhPT48EAgE5Oztz6cePH6e2bduSvr4+9ezZkx49eqRsU6vl7+9PAQEB3Ov9+/dT+/bta1VGXTuXZWVlZG5uTpGRkbWqj2HqKj8/nzIyMhr077eTJ6nfhAk02M+PhgcEcH+D/fyo34QJ9NvJkw1Wt6oDodUJDw8nW1tbuWVjx46ladOmKcxrb29PoaGh3OvExEQCQJmZmURUfgyr2Ae827lMSEggfX19Sk9PJ7FYTL/++iuXVlZWRg4ODnT8+HGaNm0aTZ48WZUmKuXGjRvcQOLjx4/J1NSUpFIpl+7u7k6BgYGV8l2/fp10dXW5zmR+fj4BqHIfHhISQi1btlQqnt69e8t18KOiokhTU1MuJlU6lxEREZWWBwUFkaenJ/f6xIkTcgMPDg4ONGrUKLp79261ZVfVuWzdujXt3r2bez179mzuPLymOis6l/Hx8URE9OeffxKPx+PWtbe3p59//rnKOAYMGECrV6/mXs+aNYtGjRpVbdwV1BVf2/ywREVFASifJSk6OloubePGjdi4cSNsbGywbNkyjBkzpkHr1NTUhLe3N3bu3Ilu3boBAP78808IBAKIxWIAwMiRIzFs2DCcPXsWP//8M0aMGIGUlBSoqanVuZ0A8Pfff+PFixdITU3FqFGjEBQUhH379ilsy4IFC9CxY0dER0dDIpEgMTGRSwsICMDz58+RmJiIly9fwt3dHZaWlvDx8amxzBkzZmDGjBk1bvf169cjIiICBQUFcHFxQWBgIFq3bq0wXqbhLVq0CNOnTwefzwdQ/sxymzZtuHQTExPo6uri/v37cHd3R3R0NNq2bYtOnTrh6dOnCAgIwNy5c1WKQVGdiqipqaF58+Zwd3fH2rVr5R6EV1dXx7Bhw9CuXTusWrUKnTp1UilWVdS1naWlpbh//75cXkdHR+5WSxcXF3z66aeYOHEiJkyYgLy8PHzxxRfcui9fvkRsbGy1z5PXpc66trO0tBSGhoYwNDSUK/fmzZv4/PPPayz34MGDSE5ORosWLfDgwQM0b96cS0tISICXlxeOHj0KDw8PLF68GAMHDsTDhw+hrl73Q93Nmzcxbtw4uVhjY2MhlUoV7scVqelzC5R/dnv27InIyEj069dPpboYRhlxcXG4detWg5VfXFaGg5cvowkAyVuPL1Qok0iwcc8epD95Am0NjXqv39XVFR06dKj3co2NjVFQUCC3rKCgQKnHmt7NW1BQADU1Nejr62PPnj0wNjau9vtvZ2eHS5cuwdzcHAcOHJB73EFdXR2HDh1C27Zt0blzZ8hksjq2TnkHDx7E0aNHIRQKAQD5+fn4888/5W4Z1dfXr5TvyZMnKCwslDsuaGlpITc3F0D57b8LFizAnTt3kJ+fDwsLC6XiSUtLg5WVFffaysoKpaWlyMzMhKmpae0b+I7q2nL+/HluG8hkMrnbf0+cOIH58+ejc+fOcHZ2xpYtW9C+fXuFdT19+lTumFebOgGgWbNmAMpv56W3Hu1ISUlBy5Ytqy03KioKK1asAABIJBL06tVLYawN1rmsaOC7zp071yBf7Mbi6+uLXr16YePGjWjWrBl27NiB8ePHAwBu3LiBhw8f4q+//kKTJk3g6+uLb775BgkJCXBwcFCpXiMjI6xZswZNmjSBWCzmOqOK6Ovr49KlSzh37hx69+7NdfCkUil+/fVXnDlzBrq6utDV1cWECROwZ88ehZ1LZSxZsoTbyTZp0gQZGRmsc/kBiI+Px4kTJ7BhwwZuWVZWFrcTqqCjo4PMzEwu/dSpUzh+/Dhyc3PRo0cPODk5YfDgwXWOQ1GdikgkEqSmpmLWrFkYMmQIrl69yu1Yz507h7y8PGzbtg0eHh6Ii4tT+sBU3+razuzsbBCRXN538zk6OqJ58+aYO3cuWrZsidLSUq5T9ezZMwCQO8gqokyd1ampnWVlZSq919XZt28f3Nzc4OnpCQCYO3cugoKCcPXqVXTv3r3O5b7bFh0dHUilUuTk5MDIyEilmGv63FawsrJCfHy8SvUwjLIcHR0hEokatA4LW1uEHD4MLU1NaLw18FMmkaCktBTjhw2DewOdJ76776kvYrEYr169QnZ2NtdBiouLU2rOD1dXV7nn5+Li4uDi4gI1NTX8+eefOH36tNw5tVgsxpEjR9C7d28AQNu2bQGgyvPKirT3NUnNiRMnkJmZiaZNmwIov6Bx8OBBuc5lVSwsLKCrq8t1Jt+WnZ0NDw8PBAcHIyIiAvv376/0PGJ1LC0tkZaWxr1OTU2FpqZmg24PCwsL9O3bFxEREVWm29nZITw8HG/evMF3332HqVOn4tq1awrL5fP5cnMpvP3so6I6a2JlZYXHjx9XOfhsYWGBCRMmIDAwsFZlNtiEPrm5uVX+/ZM6lgDQvn172NjY4PDhw3j9+jUiIyPx5ZdfApAfiREKhbC0tJQbiVGFtrY2mjQpf/t4PJ7SI1Jr167FZ599hrFjx8LGxgbh4eEAyk+gSktLK43wvP2lVIWOjg73f23iZRrWggULMH78eO5AAFQ/AluxMxYIBPD29oapqSkcHBwwcOBApR+ur46iOpXRvHlzbN68GdeuXUNCQoJcmp6eHmbNmgVra2ucOHFCpVhVUdd2GhkZgcfjVRrdrsh38OBBJCYm4ptvvsH58+eRmZkpd1JTsa8gJSeiUabOmtTUzvp4r6vy7gi1trY2jI2NVd6H1XRVoT7U9LkFykegK94/hmloOjo63Pe0of6Ge3oi0NeXm9W0ooMpkUgQ6OuL4Z6eDVb32+ci9cnExARDhgzBggULUFpaitDQUOTn53ODXRVsbGwwatQouWUTJ05EeHg47t+/j1evXmH16tXcz3j88ssvyMvL486hgfLZZSs6lh+SO3fuwMzMTO58om/fvjh8+LDCc74uXbrAwsIC8+bNQ2FhIQDg8ePHyMzMRFpaGgoKCtCrVy+UlZXh7NmzKCgoUGom2jFjxiAkJATJyckoKCjAypUr4e3t3aD7VG9vb1y4cAGHDx+GVCqFVCrF1atXAZSfax8/fhxFRUVo1qwZBAJBtRfj3tW7d2+EhoZCIpHg5MmTcncr1lSnIhMmTMCKFStw9epVEBFev37NzSbv6+uLzZs3c7/qUVBQoNSdDQ22dd+eAe/tvxs3bjRUlY3G19cXO3fuRFhYGAYMGAA9PT0A8iMxFX/FxcXo3Llzo8Wqq6uLoKAgpKWlYfHixfDx8cHr169hZGQETU3NSiM8lpaWACpfRn/9+nWlsjUa4BYWpuE8ePAAhw4d4q60V3h3FDUjIwP5+flwcnICUD7qVlRUxKXr6empPBqsqE5lVdymWFLF7VYV6dWlvQ91baeGhgacnJwqjW67uroCAP744w/uaoOamhomTpyIU6dOceva2NiAx+MhKSlJ6VgV1VmTmtr59gh/bcutiKsq745Ql5SUICsri9uH1VVNVxXqS02f2+TkZKVm9mWY+qDMT7fVB49u3TB93DgUFRejsLgYRcXFmD5uHDz+7xGjj9HmzZuRmJgIAwMDrF27FkeOHKl0S/7Tp0/x4sULuWXOzs5YvXo1/vOf/8DOzg6ffvopJkyY8D5DrxeHDh1C37595ZZ16dIFRUVFcjO/VkVdXR2RkZG4d+8eWrRoAaFQiDFjxiAnJwdisZj7FQg3Nzf0798f5ubmSj0y4+Pjg4kTJ8Ld3R22trYwMTGRu1OrIdja2iIiIgJr1qyBsbExTExMsGjRIgDldwm+PfvqjRs3lP5dzaCgIGRmZsLIyAj79++XewStpjoVCQwMxDfffINx48ZBKBRCLBYjJiYGQHnn/L///S9GjRoFoVAIe3t7HDlyRHGhCp/KbGB1nS22plldVZmBtqZyq0urmKzC1taWLl26xC0vKyuj1q1b09y5c7lZuuLj4ykjI0OleHbu3El2dnbc66VLl5K7u7tS5e3bt4+bSOP3338nXV1dKikpIaLyh5r79+9P+fn59OTJE7KysqJdu3YREdGWLVvIwsKCnj9/Tjt27CA+n889SFzh008/JX9/f5JKpVRcXMyVKxKJ5CakUFNT+2AmWPk3mzFjBrm4uFRaXlpaSpaWlhQWFkYlJSU0adIk+vLLL7n0zZs3U6tWrSg9PZ2eP39O1tbW9Ndff6kUi6I6iYiuXLlCIpGI1q9fL7f89evX9OzZM5JIJBQYGEitW7fmJrYhKp8tTyaT0ZEjR0hbW5v+/vtvlWJVhSrt/OmnnyrN3Prw4UMiKn9PrK2tKSkpiYqLi2nUqFHUp08fufxubm4UHBxcq3hrqrPCyJEjSSQS1aqdI0aMkJst1srKSu49q0lRURFpamrSgQMHiKj8/Sci+vvvv0lLS4vOnj1LEomEFi5cSK1atVK63OrcvXuXjIyM5GaLfXdipPXr15NIJKIrV65UWUZVE0Yo+twSERUXF5OhoSFduHBBpTYwjLIsLCzea30Vs8Z+rLPEMgxTWaN0Lu/evcvNKPr2DKNvz1yqyIfUuSQiGjx4sNyUyhWSkpJo0KBBZGJiQgKBgDp27MjN2FTXeFTpXPr6+pKZmRkJBAJycnKiU6dOcWmvX7+msWPHkomJCVlbW9OyZcu42WJfvXpF3bp1Ix0dHZo0aRJNnDixUufy4sWL1Lp1a+Lz+WRubk7Xrl0jIta5/FC5uLhUO3tcTEwMtW3blnR0dKh///7crHVE5YMmkydPJj09PbKwsKDNmzfXSzw11UlUPssbAFq4cKHc8oSEBLK2tiaBQECfffZZpe9Xly5diM/nU5s2bejkyZP1Eqsq6tpOqVRK/v7+JBQKydLSkhv4ISKSSCQUEBBABgYGJBAIaNCgQZSWliaX/9SpUyQSiSg3N1fpWGuqs4K7u3uVs57W1M6XL19S3759SUdHh5ydnZWe7brCpk2byNzcnAQCAVlbW3PLIyIiuNli3d3d62W2WKLy2QnNzc1JKBTSjBkz5GYaJCrfTwOotF+r+FxqaGiQpqYmCQQCbkZJRZ9bovIp4nv27FkvbWAYZbzvziUR0es3b957nQzDNBweUS0ewmEYhmE+WgsWLEBkZCQ2btyIrl27NnY4TDVevXqFrVu3YteuXYiKilL51l6GUda7t5czDMPUFpslgGEY5l9iyZIlWLx4MZYvX849sM98eFatWoU3b97g+vXrrGPJMAzDfFTYlUuGYRiGYRiGXblkGEZl7MolwzAMwzAMwzAMozLWuWQYhmEYhmEYhmFUxjqXDMMwDMMwDMMwjMpY55JhGIZhGIZhGIZRGetcMgzDMAzDMAgMDGzsEBjmvcrKysLQoUMhEAhgYGCAESNGNHZIsLGxga+vb43rLFq0SOE6jYV1LhmGYRiGYT5wefn5DV7HzJkzG7yOf6qMjAz069cPfD4fLi4uuHnzptJ5Q0JCYGlpCQMDAwQGBuLtH3K4evUq2rVrB6FQiE8++QT379+vlN/Y2BiPHz+ul3bUB5FIhMmTJzd2GEpZv349UlJS8OzZM7x69Qpbtmxp7JBgZ2cHc3Pzxg6jzhq1c1laWooTJ07gzp07tc7r6+sLGxubKtNu3ryJjh07Qk9PD8bGxli3bp3C8po3bw6hUAhtbW306dOn1nU2lMaok2GYfyYiQkhICDp16vRefudSlX38v0VSUhJ2794tt8zPzw++vr5ITU1tpKiYD83Zy5fhPXMmzl6+3NihMNXw8/ODnZ0dsrOzMXPmTHh5eUEqlSrMd/fuXcyePRunT59GQkICLl68iJCQEC7dx8cH06ZNQ05ODjw8PLBo0SIubfv27UhPT4elpSUEAgGCg4MhkUgaonlKi4mJgVQqxZEjR5Rqf2NLT09Hu3btIBAIAJR31Bvb+fPnsXLlysYOo84apXOZlZUFHx8f2NvbY+jQobh3716tyzA3N4ednV2VaQEBAWjfvj1ycnLw8uVLpS4bp6amIjc3F3PmzKlTnQ2lMepk/vnCw8MhFAq5Pz6fD1tbWy49JiYGTk5O4PP5GDBgALKzs+Xynzp1CmKxGEKhEC4uLkhPT1c5JkV1KiKTydCxY8dK3/euXbvC0NAQAoEAQ4cORW5ursqxqqKu7ZRKpfD394e+vj6aN2+O0NBQLk3R+1lhypQpOHDgAPbv319lem3qrImy+/i0tDTw+Xzs2rVLqXIBIDc3F4sWLUJeXp7SeVRV01WFmtR0JSMsLAydOnVCp06dsHTpUrl8wcHBcHNzg5ubGx49elSvbWE+PmcvX8aG0FCoq6tjQ2go62B+gDIyMhAREYElS5ZAU1MT48aNQ7NmzRAZGakw744dOzB69Gg4OTnBwMAAs2fPxtatW+XK/uSTT8Dj8dC1a1cYGBhwaVeuXMGAAQPwxx9/4Ntvv8X58+eRkZHRIG1U1sGDB7F8+XLo6uri4sWLcmk9e/bEypUr8dVXX0FfXx88Ho9LS05ORu/evaGnpwcXFxdcfutz/uOPP6JFixbQ09ODnZ0dzpw5o1QsRIQVK1bAxsYGpqam8PHx4Y4dBw4cgFAoRFhYGPbs2cMdP7/77julyubxeIiIiECPHj3A5/PRs2dPLu38+fNo06YNhEIh+vXrJ3eOFBERAXt7ewgEApiamnJXSgsKCrgY1NXVsWzZMrn6ysrK4OfnB4FAgPbt2yMuLk4uvbo6k5OTwePx8Ouvv6JNmzYwMDCQG7yQSqVYsWIFWrVqBYFAgBYtWuDcuXNc+vr162FpaQljY2NMmzYNZWVlSm349y4nJ4du3rxJUqmURCIR7dmzp17Lt7GxqXOZCxcupN69e9drPAzzofv+++9p/vz5RERUUlJC5ubmFBYWRsXFxTRp0iQaPXo0t+7169fJ0NCQzp07RzKZjFJTUyk/P1+l+hXVqYzNmzeTpqYm+fj4yC1PSEggIqK0tDSytramn376SaVYVaFKOzdt2kQdO3aknJwcio2NJUNDQ4qLi6ty3bffzwr79u0jBwcHKiwsVDre2tT5NmX38cOHDydNTU3auXOn0jElJSURAEpJSVE6jyru3LlDhoaGdO/ePcrOziZXV1f65ZdflMrr5eVFfn5+VFJSQrt37yaRSEQSiYSIiG7fvk1ZWVm0c+dOsrOzqzL/tm3byNXVlWQyWb21h/m4nImOpgGTJtHwgAD6MjCQhgcE0IBJk+hMdHRjh8a85cyZM2RmZia3bNiwYbRo0SKFed3c3Gjr1q3c67t375Kamhq3r1i3bh116NCBYmNj6YsvvqC0tDS5/Hv27KH//e9/NGfOnHpoieqcnJzozZs3NH/+fJoyZYpcmru7O5mamtKuXbtIJpORvb09l9apUydatWoVSaVS2rx5M5mbm3Pb4PTp05SZmUkymYwmTpxIbm5uSsWyc+dOsrS0pISEBHrz5g15eHiQr6+v3Do+Pj40fvz4WrcTADk5OVFMTAwlJyeTh4cHERG9fPmS9PX16eLFi1RWVkZffvkljRgxgstnYmJChw8fJiKi169fU1JSUqWy3d3daenSpXLLli9fTu3bt6dXr15RXFwctW7dmjvfqanOimNm3759KTc3lzZt2kSmpqZcuWvWrCGRSESxsbFEVH6u9OzZMyIiOnHiBNna2lJKSgplZWWRg4ODUudQjdK5fFttO5c9e/YkgUBAWlpalTqB/v7+JBAIiMfjUbNmzUggEJBAIKBjx44pXX5Vncvq6iwpKSEDAwOKfmcnb29vT3fu3CGi8jf1s88+Iz6fT2KxuNK6dWnnzp07ycnJiYKCgsjMzIxsbGzoxo0bSpX76NEjcnNzI6FQSEKhkMaNG0dERFFRUdS3b1/y8fEhkUhE169fJ1tbW/r666+5vEuWLCFzc3Pi8/lkY2NDV69e5dK8vb3JzMyMdHV1qXPnzpScnKxUPEzjS0tLIxsbG8rLyyMiokOHDpFYLObSX758SZqampSVlUVERCNGjKDZs2fXawyK6lTkxYsXZGtrS35+fpU6lxWuXbtGzZs3V6pz1FBUaaezszN3QCIimjp1Ks2cObPSeu++nxXatWtH27Ztq1W8ytZZk+r28ZGRkfTpp5+Su7u70p1LLy8v4vP5BID09PRIIBCQs7Mzl378+HFq27Yt6evrU8+ePenRo0e1irUq/v7+FBAQwL3ev38/tW/fXmG+ly9fkoaGhtx76+joSMePH5dbr6bOZVlZGZmbm1NkZGQdo2caWn5+PmVkZDTI328nT1K/CRNosJ8fDQ8I4P4G+/lRvwkT6LeTJ+u9zsWLF8u9VnXg8N8iPDycbG1t5ZaNHTuWpk2bpjCvvb09hYaGcq8TExMJAGVmZhJR+XHjv//9L02ePJm6detGT5484dZNSEggfX19Sk9PJ7FYTL/++ms9tahubty4wQ2YPn78mExNTUkqlXLp7u7uFBgYWCnf9evXSVdXl+tM5ufnE4Aq9+EhISHUsmVLpeLp3bu3XAc/KiqKNDU15WJSpXMZERFRaXlQUBB5enpyr0+cOCE38ODg4ECjRo2iu3fvVlt2VZ3L1q1b0+7du7nXs2fP5s53aqqzonMZHx9PRER//vkn8Xg8bl17e3v6+eefq4xjwIABtHr1au71rFmzaNSoUdXGXUFd8bXND0tUVBSA8lmSoqOj5dI2btyIjRs3wsbGBsuWLcOYMWMatE5NTU14e3tj586d6NatGwDgzz//hEAggFgsBgCMHDkSw4YNw9mzZ/Hzzz9jxIgRSElJgZqaWp3bCQB///03Xrx4gdTUVIwaNQpBQUHYt2+fwrYsWLAAHTt2RHR0NCQSCRITE7m0v/76CyEhIcjPz8fXX3+NP/74Aw4ODggJCUFcXBxWr16NR48eoXnz5khPT4eWlhaX18vLCyEhIZBKpejWrRu2b9+O5cuXK4yHaXyLFi3C9OnTwefzAZQ/s9ymTRsu3cTEBLq6urh//z7c3d0RHR2Ntm3bolOnTnj69CkCAgIwd+5clWJQVKcigYGBmDNnDtLS0lBQUCCXFhERgeHDh0MmkyEsLAytW7dWKVZV1LWdpaWluH//vlxeR0dHHD58uNK6776fAPDy5UvExsZW+zy5qnXWVnFxMb799lscPHgQ06ZNUzrfwYMHkZycjBYtWuDBgwdo3rw5l5aQkAAvLy8cPXoUHh4eWLx4MQYOHIiHDx9CXb3uh7qbN29i3Lhx3GtHR0fExsZCKpXWuB+/c+cODA0NYWhoKJf35s2b+Pzzz5WqW11dHT179kRkZCT69etX5zYwDScuLg63bt2q93KLy8pw8PJlNAEgKSmplF4mkWDjnj1If/IE2hoa9Vbvtm3bYGZmxr12dXVFhw4d6q38fypjY+NKx56CggKlHmt6N29BQQHU1NSgr6+PtLQ0BAYGIjExEWpqali7di169uyJ+Ph4aGtrw87ODpcuXYK5uTkOHDig1OMODengwYM4evQohEIhACA/Px9//vmn3C2j+vr6lfI9efIEhYWFcvtLLS0t7jGWK1euYMGCBbhz5w7y8/NhYWGhVDxpaWmwsrLiXltZWaG0tBSZmZkwNTWtfQPfUV1bzp8/z20DmUwmd/vviRMnMH/+fHTu3BnOzs7YsmUL2rdvr7Cup0+fyh3zalMnADRr1gxA+e289NajHSkpKWjZsmW15UZFRWHFihUAAIlEgl69eimMtcE6lxUNfNe5c+f+UTsqX19f9OrVCxs3bkSzZs2wY8cOjB8/HgBw48YNPHz4EH/99ReaNGkCX19ffPPNN0hISICDg4NK9RoZGWHNmjVo0qQJxGIx1xlVRF9fH5cuXcK5c+fQu3dvuRNtW1tbjBgxAidOnMDXX38NkUiEkv87qOnq6qK0tBQ7d+7EhAkTKn2xhw0bxv0vFosb/Z5/Rjnx8fE4ceIENmzYwC3LysridkIVdHR0kJmZyaWfOnUKx48fR25uLnr06AEnJycMHjy4znEoqrMmUVFRSEpKwt69e7F48eJK6YMGDUJ+fj6OHj0KHx8ftGzZUqkdeUOoazuzs7NBRHJ5q8pX1fsJAM+ePQMAuYOsIsrWWRcrV67E4MGD0bZtW5XLqrBv3z64ubnB09MTADB37lwEBQXh6tWr6N69e53Lffc909HRgVQqRU5ODoyMjJTOV5G3ttvPysoK8fHxtQuaeW8cHR0hEokapGwLW1uEHD4MLU1NaLw1QFImkaCktBTjhw2Dez2fTy1evBhDhw7lXr/7GWaqJhaL8erVK2RnZ3MdpLi4OKXm/HB1dZV7fi4uLg4uLi5QU1PD5cuXYWRkxA1kTZkyBbNmzcLDhw/h6uoKANx+VNXzyvpw4sQJZGZmomnTpgDKL2gcPHhQrnNZFQsLC+jq6lY5J0J2djY8PDwQHByMiIgI7N+/v9LziNWxtLREWloa9zo1NRWampoNOmmPhYUF+vbti4iIiCrT7ezsEB4ejjdv3uC7777D1KlTce3aNYXl8vl8vHnzhnv99rOPiuqsiZWVFR4/flzl4LOFhQUmTJhQ658oarAJfXJzc6v8+yd1LAGgffv2sLGxweHDh/H69WtERkbiyy+/BCA/EiMUCmFpaSk3EqMKbW1tNGlS/vbxeDzIZDKl8q1duxafffYZxo4dCxsbG4SHh3Npbw8IvDs4YGVlhcjISPzxxx8QiUQYMWIEsrKyuPTQ0FC0b98e+vr62Ldvn9ITXjCNa8GCBRg/fjx3IACqH4Gt2BkLBAJ4e3vD1NQUDg4OGDhwoNIP11dHUZ3VKSsrQ0BAAH7++edKo3Rv09TUxBdffIFevXrJfeYbwsWLF+Um1xEKhVi1ahWAurfTyMgIPB6v0uj2u/mqej8BcPuKqr6Xnp6eleKtTZ21lZCQgH379mHBggUqlfOud0eotbW1YWxsLHdiURc1XVWoTb6KvLXdfjKZjHv/mA+Pjo4OjI2NG+RvuKcnAn19udk/KzqYEokEgb6+GO7pWe91ApB7raOj02jb9mNiYmKCIUOGYMGCBSgtLUVoaCjy8/O5wa4KNjY2GDVqlNyyiRMnIjw8HPfv38erV6+wevVq7mc82rRpg7t37+Ls2bMgIvzvf/+Dvr4+WrVq9d7apqw7d+7AzMxM7vjTt29fHD58WOE5apcuXWBhYYF58+ahsLAQAPD48WNkZmZydyT16tULZWVlOHv2LAoKCpSaiXbMmDEICQlBcnIyCgoKsHLlSnh7ezfoPtXb2xsXLlzA4cOHIZVKIZVKcfXqVQDlg47Hjx9HUVERmjVrBoFAUO3FuHf17t0boaGhkEgkOHnypNzdijXVqciECROwYsUKXL16FUSE169fc7PJ+/r6YvPmzdyM7wUFBUrdqdFgW/fdk5WKvxs3bjRUlY3G19cXO3fuRFhYGAYMGAA9PT0A8iMxFX/FxcXo3Llzo8Wqq6uLoKAgpKWlYfHixfDx8cHr16+Vytu7d29ERUUhMTERqampWLNmDQDg9OnTmDFjBjZs2ICsrCx4e3s3ZBOYevLgwQMcOnSIu9Je4d1R1IyMDOTn58PJyQlA+ahbUVERl66np6fy6LaiOquTnp6OxMREuLu7c5248PBweHh4VLm+trZ2g0+N7u7uXmlQrWIW6rq2U0NDA05OTpVGtytGroHq30+g/ISGx+MhKSmpUlpkZGSleJWtsy6uXLmCtLQ0WFhYQCgUIjo6Gn5+flVeda6KRjW3AL47Ql1SUoKsrCxYWlqqFG9NVxVq8vaVjLfz1nb7JScnN/qtbkzj8ejWDdPHjUNRcTEKi4tRVFyM6ePGweP/HsVhPhybN29GYmIiDAwMsHbtWhw5cqTSLflPnz7Fixcv5JY5Oztj9erV+M9//gM7Ozt8+umnmDBhAgDAyckJP//8MyZOnAg+n4/Q0FD8/vvvco89fCgOHTqEvn37yi3r0qULioqK5GZ+rYq6ujoiIyNx7949tGjRAkKhEGPGjEFOTg7EYjH3KxBubm7o378/zM3NlXpkxsfHBxMnToS7uztsbW1hYmJS6c6e+mZra4uIiAisWbMGxsbGMDEx4X4+RiqVys2+euPGDaV/VzMoKAiZmZkwMjLC/v375R79q6lORQIDA/HNN99g3LhxEAqFEIvFiImJAVDeOf/vf/+LUaNGQSgUwt7eHkeOHFFcqMKnMhtYXWeLrWlWV1VmoK2p3OrSKiblsLW1pUuXLnHLy8rKqHXr1jR37lwqKCggIqL4+HjKyMhQKZ53J4BYunQpubu7K1Xevn37uAkmfv/9d9LV1aWSkhKKioriyvDx8eEm2Kj4iNy+fZtiYmJIIpFQXl4effbZZ7R8+XIiItqwYQO1atWKioqK6MmTJyQWi2n48OFKt5FpHDNmzCAXF5dKy0tLS8nS0pLCwsKopKSEJk2aRF9++SWXvnnzZmrVqhWlp6fT8+fPydramv766y+VYlFUJxHRlStXSCQS0fr166stZ+HChXIT+rx584YePHhAREQxMTHUtGlTioqKUilWVajSzp9++qnSzK0PHz7k0qt7Pyu4ublRcHBwreJVVCcR0ciRI0kkElVbhqL9cW0m9CEiKioqIk1NTTpw4AARlc+2R0T0999/k5aWFp09e5YkEgktXLiQWrVqRWVlZUqXXZW7d++SkZGR3Gyx706MtH79ehKJRHTlyhW55SNGjJCbLdbKyqpSPDVN6FNcXEyGhoZ04cIFldrAfPwqZo1t6FliLSwsGrR8hmH++RrlXpt79+5xVzKfPXuGyZMnQygUwsfHpzHCUZmJiQk8PT2hrq4u92xPTSMxjeXUqVNwcnKCUCjEnDlzcPDgQWhqairMl5ubiylTpsDQ0BAtW7aEtbU1vv32WwDAuHHjIBKJYG5uDh8fH8yZMwd//vmnypO8MA0rKioKXbp0qbRcQ0MDhw8fxooVK2BgYIDU1FRs3LiRS588eTI+++wztG7dGu3bt8d3332Hrl27qhSLojqB8klgnj59WqvbygsKCjBo0CAIBAIMGzYMK1asUPjsR0NSpZ1TpkxBly5d0KJFCwwYMADr1q2Do6Mjl17d+1lhwYIFWL9+vdJ3KihTJwC8ePECT58+lVvWkPt4bW1trFu3DtOnT4dQKISzszMAoGXLlvjtt98wY8YMGBsb48KFCzh+/LhKk/kANV9VqJCbm4unT5+iuLhYbnlNVzJGjx4NoVAIPz8/JCUlcdvr7aukGzduhLOzs1Ij9Mw/m0e3bghft45dsWQY5oPHI2IPxzEMw/wbLFiwAJGRkdi4caPKAwJMw3n16hW2bt2KXbt2ISoqSuVbexlGWe/eXs4wDFNbbJYAhmGYf4klS5Zg8eLFWL58OffAPvPhWbVqFd68eYPr16+zjiXDMAzzUWFXLhmGYRiGYRh25ZJhGJWxK5cMwzAMwzBMrX/PjmEY5l3syiXDMAzDMAzDMAyjMnblkmEYhmEYhmEYhlEZ61wyDMMwDMMwDMMwKmOdS4ZhGIZhGIZhGEZlSnUuT5w4gZ49e0JPTw9NmzaFWCzGxo0bIZPJuHWGDBkCHo+HRYsWccsuXLgAHo8HoVBY33FXIpFIMGnSJBgZGUFdXR0DBw5UqbzY2FjweDzweLx6ipBhGIZhGObDtW7dusYOgWGYj5zCzuX27dvx+eef4+LFi+jTpw/Gjh2LxMRETJ8+Hb6+vu8hROVERkbil19+gUQiQWBgIIYMGdLYITEMwzAMw3w0fvzxx8YOgWGYj1yNncs3b95g1qxZAMp/fPvw4cPYvn07jh49CgDYs2cPoqOjsWjRIhw7dgwAsHjx4kpXMIkImzdvRsuWLaGvr4+5c+dyaTKZDFu3boVYLIaOjg5sbW2xcOFCSCQSAICvry94PB48PDzQu3dvNGvWDMnJyXJxXrhwAYMGDQIAvH79GkFBQVBTU8ONGzfg4uICAwMDaGhowMzMDD4+PsjPz+fyXrt2DQMGDICxsTH09PTQo0cP3Lx5E5988gm3zttXMPPz8/Hf//4Xtra20NHRgYuLC0JDQ7l1Fy1aBB6Phw4dOmDIkCHg8/m4cOECnj9/jq+++gqWlpZo2rQpWrZsienTpyv1JjEMwzAMwzAMw3zoauxcXrlyBXl5eQCAsWPHcss9PDxgaWkJoPyK4aeffgp7e3sAQI8ePTB37lx8+umn3Pp5eXlYsWIFiAi5ublYsWIFbt++DQBYuXIlpk6dCk1NTUyePBlqampYsmQJNmzYIBdLcnIyXFxcEBgYWOk2W5FIxN0Ga2pqirlz58LFxQWZmZlo2rQpvL29MWXKFPB4PISGhmLhwoUAgLi4OHz22Wc4efIkunbtCl9fXyQnJ+PevXuYMGECV/7cuXO5DvHXX3+NdevWQSAQYOLEiXj27Bl8fHwQFhYmF1N6ejqsra0xffp0iEQieHl5YdeuXWjZsiWmTJkCOzs7/P777zVtfoZhGIZhGIZhmI+Gek2JmZmZ3P/m5uZyac2bN0daWhoyMzPx2WefwdHREY8fP8Znn33GXbW8cOECAIDP5+PZs2cAADMzM2RnZyMuLg6ffPIJgoKCAADdunVDs2bN0LZtWyQkJODo0aOYOXMmV9+AAQOqvV2jRYsWGDZsGI4fPw4zMzMsW7aMS+vevTsuX76MtLQ0PH/+HIcOHcKdO3cAlD9bUFBQgGHDhuHQoUMAgBUrViArKwvt2rXDjh07AIArLyMjA7/99hsA4Pfff4elpSVatmwJf39//PTTTxg9ejRXb6dOnbBx40bu9cOHDwEAtra26N+/P+bNm8ddnWUYhmEYhmEYhvnY1di5NDY25v5//vw5bGxsuNcvXryotE51mjRpAnX18qrMzc2RnZ2N0tJSvHz5Eq9fvwYAuY4YAKSlpSnXghpERERg9OjRyM/PR4sWLbgYKjp1FR3ejh07cnl0dXWhq6uL2NjYSuVV3I7btGlT7sptq1atAABPnz6tMZY1a9Zg+vTp2LVrF3bt2gU1NTX4+flVajfDMAzDMAzDMMzHqMbbYt3c3KCnpwcA2LlzJ7f83LlzXGfK09OzvKAm5UUpuhqnpqbG/S8UCqGlpQUAiImJARFxf3/99Vdt21LJwoULkZ+fj+DgYDx58gQ//PCDXHpFB/Hu3bvcsuLiYjx79oxrz9ttquhcFxUV4fnz5wCAxMREubTq9OrVC8+fP0dkZCRmzZoFqVSKTZs2ISkpSaU2MgzDMAzDMAzDfAhqvHKpq6uLoKAgTJ48GUuXLkVcXBz09fW55wvHjRuH7t27AwCsra0BALt370aTJk3Qp08fhZVraWlh6tSpCA4OxoABAzBs2DBoaWnh9u3bUFdXR1RUlEqNEwgEAMp/SqWkpATh4eFy6YGBgdi/fz9+/fVXFBUVwcbGBr///jvmzp2LQYMGoUmTJpDJZBg7dizatm2LefPmwcvLC4cOHcKAAQPg7u7OTebj7+9fYyyOjo7o06cPnJ2dkZ6eDgAwMDCAhYWFSm1kGIZhGIZhGIb5ECj8KZJJkybh+PHj6NGjByIjI7F79260aNEC69evl7uaOXPmTLi7uyM7Oxtr166t8rbSqqxduxZbt26FtbU19u/fj//97394/fo1hg8fXudGVdiwYQNcXFxw8eJFHD58GF26dJFLd3Z2RlRUFPr27Yvo6Gj88ssvMDAwQNu2bWFgYIB169bBwsICBw8exE8//QSg/Arut99+i5ycHGzfvh1WVlYIDQ3FqFGjaoxl7Nix+Pvvv7F582acPn0a/fv3x/nz57krtwzDMAzDMAzDMB8zHhFRYwfBMAzDMAzDNC5LS8t6mfOCYZh/L4VXLhmGYRiGYZh/vsDAwMYOgWGYjxy7cskwDMMwDMMwDMOojF25ZBiGYRiGYRiGYVTGOpcMwzAMwzAMwzCMyljnkmEYhmEYhmEYhlEZ61wyDMMwDMMwWLduXWOHwDDMR45N6MMwDMMwDMOwnyJhGEZl7MolwzAMwzAMwzCNIjk5GTwer1HqzsrKwtChQyEQCGBgYIARI0Y0Shz/JI3auSwtLcWJEydw586dWuf19fWFjY1NlWk3b95Ex44doaenB2NjY3abB8P8CyQlJWH37t1VpuXk5GDXrl14/fr1e47qw0JECAkJQadOnfDkyZPGDudf4/r16zh58qTS6/v5+cHX1xepqakNGBXD1F1efn5jh/DBycjIQL9+/cDn8+Hi4oKbN2/Wuoxvv/1W7tz22bNnEAqFcn88Hg/Pnj2rx8jrT15eHsaMGQOhUAgzMzMsWbJELj03NxeLFi1CXl5eI0VY2fr165GSkoJnz57h1atX2LJli8plfojtfJ8apXOZlZUFHx8f2NvbY+jQobh3716tyzA3N4ednV2VaQEBAWjfvj1ycnLw8uVL+Pr6qhixaoKDg3H37t16LbOhPrixsbHYuHFjvZbJfHjCw8PlDlZ8Ph+2trZcekxMDJycnMDn8zFgwABkZ2fL5T916hTEYjGEQiFcXFyQnp6uckyK6qxOWFgYOnXqhE6dOmHp0qVyadevX4enpyecnZ3x1Vdf4c2bNyrHqaq6tlMqlcLf3x/6+vpo3rw5QkND5dK7du0KQ0NDCAQCDB06FLm5uZXKmDJlCg4cOID9+/fLvd91rbMmNbXzwoULUFdX5z5/Hh4eSpfbGAftkJAQWFpawsDAAIGBgVD2aZIffvgB9vb26NOnDw4fPiyXVtO2DQ4OhpubG9zc3PDo0aN6bQvDqOrs5cvwnjkTZy9fbuxQPih+fn6ws7NDdnY2Zs6cCS8vL0ilUqXz37lzB9u3b5dbZm1tjdzcXO7vwIED6NGjB6ytres7/HoxY8YMFBYWIiUlBVevXsWePXvk9m25ublYvHjxB9XpSk9PR7t27SAQCAAAxsbGKpf5IbbzvaJGkJOTQzdv3iSpVEoikYj27NlTr+Xb2NjUe5mqaIg2JiUlEQBKSUmp13J37txJdnZ29Vom8+H7/vvvaf78+UREVFJSQubm5hQWFkbFxcU0adIkGj16NLfu9evXydDQkM6dO0cymYxSU1MpPz9fpfoV1VmT27dvU1ZWVpWf3cTEREpMTGyw70ttqdLOTZs2UceOHSknJ4diY2PJ0NCQ4uLiuPSEhAQiIkpLSyNra2v66aef5PLv27ePHBwcqLCwUOl4FdVZ13ZGRUWRu7u70nG87X2/l3fu3CFDQ0O6d+8eZWdnk6urK/3yyy9K5Y2OjqbCwkLy8fGh8ePHy6Ups223bdtGrq6uJJPJ6q09DFMTCwuLGtPPREfTgEmTaLCfHw2YNInOREe/p8g+bC9fviQNDQ3Kysriljk6OtLx48eVyi+TycjNzY3mzZtHIpGo2nVcXV3p6tWr9RFyvcvIyCBNTU36+++/uWW//PILffLJJ0RE5OXlRXw+nwCQnp4eCQQCcnZ2JqL/v18/efIktW7dmvT19WnHjh1cOUVFRTR+/HjS19en5s2b09atW+XqBkDHjh2j7t27k66urlLHl/3795NAICANDQ3S1NQkgUBAAoGAZs2aRURE69atIxsbG+Lz+WRra0unT5+Wy3/06FFq164dCQQCMjExoVWrVilsJxHR8ePHqW3btqSvr089e/akR48ecWlRUVGkq6tLf/zxB9nb25OWlhYtXLiQiIgKCgroiy++ICMjI+Lz+eTs7ExFRUUK29kYGqVz+bbadrx69uxJAoGAtLS0qHfv3nJp/v7+JBAIiMfjUbNmzbgPyrFjxxSWC4AOHz5MYrGYDA0N6fvvv6+UXtUHVyaT0fLly0kkEpGJiQmNGzeOXr9+TURE69evrzKep0+fElHNX5aaPkSKPrje3t5kZmZGurq61LlzZ0pOTpbb3kFBQfTpp5+Snp4eTZw4kUszNTWlpk2bUpMmTbhYp06dqszbwnzE0tLSyMbGhvLy8oiI6NChQyQWi7n0ly9fkqamJnfQHDFiBM2ePbteY1BUpzJqGhj5UDqXqrTT2dmZDh8+zL2eOnUqzZw5s9J6165do+bNm1fqqLRr1462bdtWq3iVrfNditpZ186lKgftuvL396eAgADu9f79+6l9+/a1KqOqzqUy27asrIzMzc0pMjKyDpEzTO3V1Lms6FgODwigLwMDaXhAAOtg/p8zZ86QmZmZ3LJhw4bRokWLlMq/fft28vb2pqioqGo7l2FhYTR48GAVI20458+fJ4FAILfs1q1bpKamRmVlZURU/bG4YrmXlxe9efOGNmzYQKamplz6rFmzaPDgwVRUVEQ3b94kLS0tun//PpcOgJycnCgmJoaSk5PJw8ND6bir2j8TEZ0+fZoyMzNJJpPRxIkTyc3NjUuLiYkhTU1NOnToEEkkEsrLy6MHDx5Uas+77fz7779JU1OTTp48SWVlZTRv3jxq1aoVt32ioqJIU1OT+vfvT2lpaRQaGkpLly4lIqItW7ZQly5dqLCwkGQyGT148IAkEonS7XyfProJfaKiopCbm4s5c+ZUStu4cSNyc3NhbW2Nbdu2cbcRDBo0SKmyd+zYgVOnTiEmJgYbN25EVFSUXPrcuXOxbt063L9/H5qamgCA3bt3Y8uWLTh//jwSExPx/PlzTJ8+HUD57QFVxVNxO8OCBQuQlZWF9PR0HDt2DNOnT8eDBw+4cp89e4Znz57h9evX2LdvHzQ0NAAABw8e5G6zffDgAXJzc+Vuu/Xy8kJSUhJevHiB4uLiSrdZ/PTTT9i2bRsuX76MX375hbvt6sWLF9iyZQtatGjBxVof954zH7ZFixZh+vTp4PP5AMqfWW7Tpg2XbmJiAl1dXdy/fx8AEB0djaZNm6JTp04wNTXF8uXLVY5BUZ3/FHVtZ2lpKe7fvy+X19HRUe6ZnoiICGhqaqJr165Yu3YtWrduzaW9fPkSsbGx6NOnj9KxKlNndRS1k8fj4a+//oK9vT3mzp2LkpISpWKqad+XkJAALy8vBAUFISMjA927d8fAgQMhkUiUbrMybXF0dERsbGytbnd7l7LbVl1dHT179kRkZGSd62L+HQoKCpCZmanyH4Aqlx+MjMSPu3ZBXV0dAFD2f98rdXV1/LhrFw5GRtZL/VX9FRQUNNp2VVZWVhaaNWsmt0xHR4fbporyrlq1qsb5QcrKyjB//nzMnz9f5VgbSkZGBndraQWhUAipVIqsrCylyti2bRt0dXXxySefICMjA0D5XAE///wzfvjhB2hra8PV1RVisRjR0dFyeVesWIFOnTpBJBLhzJkzKrfnP//5D4yMjMDj8dClSxcuHqD8UYmhQ4di2LBhUFNTA5/Pl9ufV2ffvn1wc3ODp6cn1NXVMXfuXDx79gxXr17l1pFIJAgLC4OFhQXGjh2LefPmAQD09fWRkJCA3377DUVFRWjTpg3U1NRUbmdDUG+ogoVCYZXLz507hw4dOjRUtSpZtWoVzM3NAQA9e/bEuXPn0KtXLy694oMLgPvg7t27FxMnTuSe//zhhx/Qt29fhISEoEmT6vvuFV+W8+fPV/qytG3bVu5DNHz4cKU+tBWGDRvG/S8Wi+W+EADw/fffcyeeTZo0QUZGhtyJKPPvER8fjxMnTmDDhg3cMkUHyaysLJw6dQrHjx9Hbm4uevToAScnJwwePLjOcahyYP6Y1LWd2dnZICK5vO/mGzRoEPLz83H06FH4+PigZcuWaN++PQBwkz9YWVkpHasydVZHUTvd3d1RVFSE+/fvY9y4cSgtLUVQUJDSsVXl7YM2UD4YGBQUhKtXr6J79+51Lvfdtujo6EAqlSInJwdGRkZ1KrM229bKygrx8fF1qof594iLi8OtW7fqpawjR47IvS4uK8PBy5fRBICkioGgMokEG/fsQfqTJ9D+v0Hw+uTq6vrBnjdWMDY2rtQJLigoqHZukLfNnj0bgYGBMDMzq/YZ6x07dsDS0pLbp3+ITExMKk2al5ubCzU1NaX3lTo6OgDKByDp/55tz8zMRH5+Pjw8PLgZZUtLSys9z6ivr69qE+RcuXIFCxYswJ07d5Cfnw8LCwsuLSUlBa6urrUuMy0tTe44rK2tDWNjY7mf/+HxeFX2oUaNGoWcnBysWrUK06ZNg7+/P5YuXfpBdjAbrHNZ1WQSHzqNt3aKenp6lSb/qOqD++4HxcrKCqWlpcjMzISpqWm1dSn6sqjyIQoNDcWGDRvw5MkTFBQUYNy4cXLpb5/Q8Hg8yGQyhWUy/0wLFizA+PHj0bRpU26ZsbExEhIS5NYrKCjgHnIXCATw9vaGqakpTE1NMXDgQJw5c0alzqWiOv8p6trOitHTt09eqsqnqamJL774Art27UJ4eDh3IlIx0EVVTETj6emJK1euyC3Lzc1Vus66tlNNTQ0uLi5YsGABAgICVO5cKnPQrot3TxoLCgqgpqam0olMbbatTCarcaCSYYDyK98ikUjlchYvXoyhQ4dWWm5ha4uQw4ehpakJDfX/f+pYJpGgpLQU44cNg3sDdQDfHaj6EInFYrx69QrZ2dkwNDQEUN7hV2ZCyejoaBw6dAhz586FRCJBYWEhhEIhXr58CS0tLZSVlWHFihVYsWJFA7dCNc7OzigqKkJiYiLXqb516xbEYjF3xVujDoMPhoaG0NTURFRUVJ06dHWRnZ0NDw8PBAcHIyIiAvv378eyZcu4dCsrKzx+/Lja/NW109LSUu6uyJKSEmRlZcHS0lKpuKZOnYqpU6fi2rVr8PT0RPfu3dG/f38lW/X+NNgR692pkyv+bty40VBV1quUlBSldtTv/uBwamoqNDU15U4SqvqQvf1lqbgFtbCwELNmzeLWmTp1Kh4+fIjz589j27ZtOH36dI1lAsDp06cxY8YMbNiwAVlZWfD29laqvYrKZf55Hjx4gEOHDmH8+PFyy11dXREXF8e9zsjIQH5+PpycnAAAdnZ2KCoq4tL19PRUPvgrqvOfoq7t1NDQgJOTk1zeuLi4ag+02tracrdt2tjYgMfjISkpqdK6kZGRcrMRVgwM1rbOurZTTU1N6dtiK+Kqyrv74toetKvzblvi4uLg4uKi0mhxbbZtcnKyUjP7Mv9uOjo6MDY2VvkvMDCwyuXDPT0R6OvL3WZe0cGUSCQI9PXFcE/Peqm/qr+Kq1kfMhMTEwwZMgQLFixAaWkpQkNDkZ+fz91JUcHGxgajRo2SWxYfH8/te3///XduhlgtLS0AwMmTJ5GWlobPP//8vbWnLoyNjeHt7Y3Zs2cjPz8fT58+xZo1azBjxgxunYpz34oBTWVmU1VTU8PYsWMxf/58PH/+HED5MaWmzp2q0tLSUFBQgF69eqGsrAxnz55FQUEBd1z9+uuvceTIEezduxdlZWUoLS3lHmsDqm/nqFGjcPnyZZw7dw5SqRQrV66ElZUVunTpojCm06dPIzExEUD5AGXFjOsfogbrXL57slLx9yHf2rB582YUFBTg/PnzuH79eqUdQFXGjBmDkJAQJCcno6CgACtXroS3t7fcSLOFhQWuXbsGmUyGkpISlJaWKvyyKPoQVffBjY+Ph5GRETp06IBnz57h9u3btfptPwsLC2RkZHC/gfevnUb5X2DHjh1wcnKqNIgycOBAZGdnIzw8HKWlpZg/fz68vLy40dixY8dix44deP78OV68eIHDhw/L3YpdF4rqBICrV6/CxsYGwcHBKtXVmFRp55QpU7By5Urk5ubizp07OHDgACZMmAAAyM/Px8OHDwEA165dw6lTpzBkyBAur6GhIbp27YpTp07VKt6a6qwwatSoSr85rKidKSkpyMvLQ15eHn788Ue5WBVpiIN2TSZOnIjw8HDcv38fr169wurVqzF58mS5dYKDg2FjYyP33IwiymzbkpISREVFYeDAgSq1gWGUNXPmzGrTPLp1w/Rx41BUXIzC4mIUFRdj+rhx8OjW7T1G+OHavHkzEhMTYWBggLVr1+LIkSPcFbsKT58+xYsXL2pVblRUFOzt7ev9ts+GsGHDBmhpacHS0hKdOnWCt7e33N1z2traWLduHaZPnw6hUAhnZ2ely7Wzs0PXrl0hEAjQo0ePOv2MobLEYjH3s4Zubm7o378/zM3N4e7uDgDo3LkzDh06hPXr18PY2BhWVlbYtWsXl7+6drZs2RK//fYbZsyYAWNjY1y4cAHHjx+v9DmpyuPHj9G3b18IBAL07NkTs2bNgpubW4O0X2WNMYvQ3bt3udlI355Jddy4cUqXsXDhwkqzxVaoy09/AKCZM2eSubk5NW/enH7//fdK6ZcuXaqUTyaT0bJly8ja2ppMTExo7Nix3GyxFS5evEitW7cmPp9P5ubmdO3aNSIiys/PJ39/fxKJRKSnp0f29vZ08OBBIiLauHEj2dnZkZ6eHllZWVFQUFClujdt2kTm5uYkEAjI2tqaiMp/5qVPnz4kFAqpR48eFB4eTiYmJvTDDz9UuW3U1NQoKipKrj2+vr6kr69PBgYG9OWXX9ZqOzIfDxcXF5o8eXKVaTExMdS2bVvS0dGh/v37U2ZmJpdWVlZGkydPJj09PbKwsKDNmzfXSzw11UlUPosaAG5a7gre3t4kEAgqzXT88OFD2rJlCwkEgkozjG7fvr1eYq6LurZTKpWSv78/CYVCsrS0pF27dnFpL1684PYXlpaWtH79+kr1njp1ikQiEeXm5ioda011VnB3d6eqDiU1tXP//v1kbGxMRkZG9NVXX3EzFSurqn0fEVFERAQ3W6y7u3u9zBZLRBQSEkLm5uYkFAppxowZJJVK5dIXLlxIAOT2pURE1tbWlaa6t7W1JSLltu2aNWuoZ8+e9dIGhqkvFbPGslliGYapCo9IyV+D/oeruGXs3RF4hmGYf4oFCxYgMjISGzduRNeuXRs7HKYar169wtatW7Fr1y5ERUWpfGsvw9S3vPx86OnqNnYYDMN8gNgsAQzDMP8SS5YsweLFi7F8+XLu1nfmw7Nq1Sq8efMG169fZx1L5oPEOpYMw1SHXblkGIZhGIZhsG7duhqfu2QYhlGEdS4ZhmEYhmGYSrMuMwzD1Ba7LZZhGIZhGIZhGIZRGetcMgzDMAzDMAzDMCpjnUuGYRiGYRiGYRhGZaxzyTAMwzAMwzAMw6iMdS4ZhmEYhmEYhmkUycnJ4PF4jVJ3VlYWhg4dCoFAAAMDA4wYMaJR4vgnYZ3L/9O8eXMIhUJoa2ujT58+jR2Oyiq+qLt27WrsUBiGeU9ycnKwa9cuvH79usp0IkJISAg6derEfufyA+bn5wdfX1+kpqY2dijMv1hefn5jh/BRycjIQL9+/cDn8+Hi4oKbN28qnTckJAQikQj6+vr4/PPP8ebNGy4tMDAQpqam0NPTQ5cuXRAbG9sA0dePvLw8jBkzBkKhEGZmZliyZIlcem5uLhYtWoS8vLxGirCy9evXIyUlBc+ePcOrV6+wZcsWlcv8ENv5PjVY55KIMHv2bJibm0MoFKJNmzY4ceJEQ1WnstTUVOTm5mLOnDmNHUq90NDQgIODAwQCQWOHwnyAwsPDIRQKuT8+nw9bW1suPSYmBk5OTuDz+RgwYACys7Pl8p86dQpisRhCoRAuLi5IT09XOSZFdVZHKpXC398f+vr6aN68OUJDQ+XSCwoKMGHCBBgYGMDCwgIrVqxQOVZVNEQ7r1+/Dk9PTzg7O+Orr76SOzF525QpU3DgwAHs379f7v2uS52K1NTOis9OxZ+GhobSZTfGQTskJASWlpYwMDBAYGAglP0Fr5pONmUyGaZNmwYzMzMYGRlh9uzZXFpwcDDc3Nzg5uaGR48e1Xt7GEaRs5cvw3vmTJy9fLmxQ/lo+Pn5wc7ODtnZ2Zg5cya8vLwglUoV5ktNTYW/vz9OnjyJ58+fIy8vD7t37+bSAwICkJ6ejvT09A/iGFaTGTNmoLCwECkpKbh69Sr27Nkjt2/Pzc3F4sWLP6hOV3p6Otq1a8edLxsbG6tc5ofYzveKGsjBgwfJwcGBXrx4QTKZjBISEig+Pr6hqqs3CxcupN69ezd2GAzzXn3//fc0f/58IiIqKSkhc3NzCgsLo+LiYpo0aRKNHj2aW/f69etkaGhI586dI5lMRqmpqZSfn69S/YrqrMmmTZuoY8eOlJOTQ7GxsWRoaEhxcXFc+pAhQ+jLL7+k3NxcKisro8TERJViVUVDtTMxMZESExMpKSmJAFBKSkql/Pv27SMHBwcqLCxUOl5F27Y+2pmZmUnW1taUnZ2tVEw1tbEh3LlzhwwNDenevXuUnZ1Nrq6u9MsvvyiV18vLi/z8/KikpIR2795NIpGIJBIJERGFh4eTo6Mj5ebm0rNnz0hfX5/u3bsnl3/btm3k6upKMpms3tvFMFWxsLCgM9HRNGDSJBrs50cDJk2iM9HRjR3WB+/ly5ekoaFBWVlZ3DJHR0c6fvy4wryxsbEkFAqprKyMiIgCAgIoLCys0nppaWnUoUMH2rt3b/0FXo8yMjJIU1OT/v77b27ZL7/8Qp988gkRle8P+Xw+ASA9PT0SCATk7OxMRP9/v37y5Elq3bo16evr044dO7hyioqKaPz48aSvr0/NmzenrVu3ytUNgI4dO0bdu3cnXV1dcnd3Vxjv/v37SSAQkIaGBmlqapJAICCBQECzZs0iIqJ169aRjY0N8fl8srW1pdOnT8vlP3r0KLVr144EAgGZmJjQqlWrFLaTiOj48ePUtm1b0tfXp549e9KjR4+4tKioKNLV1aU//viD7O3tSUtLixYuXEhERAUFBfTFF1+QkZER8fl8cnZ2pqKiIoXtbAwN1rlct24dde3atcq0qKgosra2pr1795KVlRU1b96cDh06xKU/evSIevbsSfr6+tS2bVu5L6e7uzstXbqUe21nZ0c7d+7kXi9ZsoTMzc2Jz+eTjY0NXb16lUvz9vYmMzMz0tXVpc6dO1NycnKl2GrTudy3bx/169ePiIji4+MpMjKSiIgOHTpE06dPV1hnYmIiderUiYRCIY0dO5Z69eol15Yff/yRLCwsyMjIiPz8/Ki0tFRhTKdOneK+IADo0qVLcukikYiCgoLo008/JT09PZo4caJcenVfFplMRsuXLyeRSEQmJiY0btw4ev36NRGVvyebNm0ic3NzWrFiBc2dO5fMzMzozp07RKR4p8A0rrS0NLKxsaG8vDwiKv/8isViLv3ly5ekqanJHTRHjBhBs2fPrtcYFNVZE2dnZzp8+DD3eurUqTRz5kwiInrw4AFpa2vTq1ev6jXeumqodlaoqePVrl072rZtW63iVabOqtSmndOnT6fVq1crFY8qB+268vf3p4CAAO71/v37qX379grzKTrZDA4OpgEDBnBpn3zyCT179kyujLKyMjI3N+eOLQzT0KYGBNCASZNoeEAAfRkYSMP/7zXrYNbszJkzZGZmJrds2LBhtGjRIqXyDxo0iHx9fSk6Opp8fX25jiYRUXZ2NjVt2pQA0LRp0+o17vp0/vx5EggEcstu3bpFampqXHuqO0ZVLPfy8qI3b97Qhg0byNTUlEufNWsWDR48mIqKiujmzZukpaVF9+/f59IBkJOTE8XExFBycjJ5eHgoHbePjw+NHz++0vLTp09TZmYmyWQymjhxIrm5uXFpMTExpKmpSYcOHSKJREJ5eXn04MGDSu15t51///03aWpq0smTJ6msrIzmzZtHrVq14rZPVFQUaWpqUv/+/SktLY1CQ0O5Ps+WLVuoS5cuVFhYSDKZjB48eMANVn5oGuy22JEjR+LZs2cYNGgQHj58WCk9KysL169fR3x8PIKCguDr64vXr19DIpHg888/R/fu3ZGRkYGgoCB4eXkhMTFRYZ1xcXFYvXo1rl27hry8PFy+fBktW7bk0r28vJCUlIQXL16guLgY27dvV6mNbdq0QXx8PABg06ZN8PHxAQA8fPgQYrFYYZ1TpkxB586dkZGRAS8vL1x+6/aTkydPYvPmzYiJicGjR49w/vx5/PLLLwpj6tu3L3Jzc5Gbm1vtOj/99BO2bduGy5cv45dffuFuu7p27Rq++OILzJ8/H9nZ2UhISMDAgQMBALt378aWLVtw/vx5JCYm4vnz55g+fTpX5qFDh3Ds2DGsXr0aenp6GDNmDE6ePAkAWLBgAbKyspCeno5jx45h+vTpePDggTKbmHkPFi1ahOnTp4PP5wMAbt68iTZt2nDpJiYm0NXVxf379wEA0dHRaNq0KTp16gRTU1MsX75c5RgU1Vmd0tJS3L9/Xy6vo6Mjd/thdHQ0HBwcsGrVKpiZmaFbt254/PixyvHWVUO1U5GXL18iNja2Vs+Tq1Knsu1MTk7G0aNHERAQoFRMBw8exN27dwEADx48QG5uLvc6ISEBXl5eCAoKQkZGBrp3746BAwdCIpEoVbaybXF0dERsbKzC293u3LkDQ0NDGBoayuWt2H5jxoxBfHw8tmzZgp07d+LLL7+ElZWVXBnq6uro2bMnIiMjVWoD8/ErKChAZmZmg/4djIxEUmEh1NXVAQBl//fdUVdXx4+7duFgZGSD1V1QUNCYm1dlWVlZaNasmdwyHR0dZGZmKpXf0dER7du3x9y5c6GmpobS0lIuzcDAAPn5+bh+/TqOHj2KTZs21Wvs9SUjI6PSo1hCoRBSqRRZWVlKlbFt2zbo6urik08+QUZGBoDyx+x+/vln/PDDD9DW1oarqyvEYjGio6Pl8q5YsQKdOnWCSCTCmTNnVG7Pf/7zHxgZGYHH46FLly5cPED5oxJDhw7FsGHDoKamBj6fL3ecqM6+ffvg5uYGT09PqKurY+7cuXj27BmuXr3KrSORSBAWFgYLCwuMHTsW8+bNAwDo6+sjISEBv/32G4qKitCmTRuoqamp3M6GoN5QBVtaWuLu3btYsmQJOnbsiGHDhuHHH3/k7mVu2rQp1q9fDx6Ph5EjR2LixIm4du0amjZtitTUVMybNw/q6urw9PRE165d8euvv3IbuDq6urooLS3Fzp07MWHCBFhYWMilDxs2jPtfLBbLfVDqwsHBAWlpaSguLkZcXBzatWuHhIQEPHz4EP369auxzpcvX+Ls2bPYvn07NDQ0MHjwYLkTiy1btmDy5Mlo3rw5AGDQoEG4dOkS/Pz8VIoZAL7//nu0bt0aANCkSRNkZGSgdevWcl8WAHJflr1792LixImws7MDAPzwww/o27cvQkJCAADTp0+HsbEx1NXV8e2332L58uUoLi7mdgrnz5+vtFNo27atym1hVBMfH48TJ05gw4YN3DJFB8msrCycOnUKx48fR25uLnr06AEnJycMHjy4znHU9cCcnZ0NIpLL+26sDx8+REBAAFJSUjB79myMHDkSt2/frnOsqmiodiry7NkzAKjUeWmoOpVt5/z58+Hv7w9tbW2l46rO2wdtAJg7dy6CgoJw9epVdO/evc7lvtsWHR0dSKVS5OTkwMjISOl8FXkrtoGWlhY6dOiApk2bYs2aNZg6dWqV5VhZWXGDmMy/V1xcHG7dutVg5ReXleHg5ctoAkBSUlIpvUwiwcY9e5D+5Am0NTTqvX5XV1d06NCh3st9X4yNjSt1kAsKCrhzppocPHgQiYmJWLVqFaZOnYphw4bB19cXBw4c4NZp0qQJOnTogICAAOzatQv+/v713gZVmZiYVJpMLjc3F2pqajXuK9+mo6MDAODxeNyz7ZmZmcjPz4eHhwc3o2xpaWml5xn19fVVbYKcK1euYMGCBbhz5w7y8/Pl+hQpKSlwdXWtdZlpaWlyx2FtbW0YGxsjLS2NW8bj8SAUCivlHTVqFHJycrBq1SpMmzYN/v7+WLp06QfZwWywziVQPtoSHByMWbNmwdfXF3379uVGbdXV1bkPCY/HA5/Px5s3b/Dq1SsYGxtDS0uLK8fKykpuw1fHysoKkZGRWLZsGZYuXYrBgwfj559/5j7UoaGh2LBhA548eYKCggKMGzdOpfZpamqiRYsWuHXrFvh8PsRiMa5du4b4+Hiu41RdncnJyQAAa2vrKst+8uQJoqKiuAe3JRIJevXqpVK8Fd4+4eHxeJDJZABq/rK8+4WwsrJCaWkpd6JU8UXQ1dWFxlsHHmV3CkzjWLBgAcaPH4+mTZtyy4yNjZGQkCC3XkFBATcwJBAI4O3tDVNTU5iammLgwIE4c+aMSp1LRXVWp2JU8e2D+rux8vl8fP311wCAb7/9FuvXr0dmZma9PLRfWw3VTkWaNCm/SYWqmIjG09MTV65ckVuWm5urUp3KtPP+/fuIiIjA5s2blWqDIsoctOvi3ZPGgoICqKmpKTyRUXSyOWfOHHTv3h1fffUVBg4ciI4dO0JdXb3SAKJMJuPeP+bfy9HRESKRqEHrsLC1Rcjhw9DS1ISG+v8/PSyTSFBSWorxw4bBvYE6gO8OxHxsxGIxXr16hezsbO5uhbi4OPj6+irM+8cff3DvrZqaGiZOnAhvb+8q19XW1lZqkqDG4OzsjKKiIiQmJnL7uVu3bkEsFnNXwzXqMDBhaGgITU1NREVF1alDVxfZ2dnw8PBAcHAwIiIisH//fixbtoxLt7KyqvEuqOraaWlpiaioKO51SUkJsrKyYGlpqVRcU6dOxdSpU3Ht2jV4enqie/fu6N+/v5Kten/eyxHL0tISQUFBuH37dpVT5BcXFyMzMxMikQiWlpbIzMyUuyUgNTWV2/Bvj2ZIJJJKB+/evXsjKioKiYmJSE1NxZo1awAAp0+fxowZM7BhwwZkZWVV+8WtrTZt2mDXrl3o2rUrOnfujKtXr4KI0LRp0xrr1NPTAwC57VHy1mihhYUFli5dyt3imp+fj+PHj9dLzNWp6ctiaWkpd5KWmpoKTU1NhSeab+8UKtpSWFiIWbNm1WvsTO09ePAAhw4dwvjx4+WWu7q6Ii4ujnudkZGB/Px8ODk5AQDs7OxQVFTEpevp6al8YqCozupoaGjAyclJLm9cXBx3ALKzs0NJSQk3gKKnpwcejyfXmX6fGqqditjY2IDH4yEpKalSWmRkJPfdfPuWelXqVKadS5cuxfDhw2s9o3VNB+2391G1PWhX5922xMXFwcXFReFo8dsnm2/nrdh+b59QGhkZwcvLC6dOnapUTnJyslIz+zL/bDo6OjA2Nm7Qv+Gengj09eVuJa/oYEokEgT6+mK4p2eD1V1xxepjZWJigiFDhmDBggUoLS1FaGgo8vPzuTspKtjY2GDUqFFyy9q2bYvffvsNycnJKCkpQVhYGDp37syl37hxAzKZDC9evMC2bdswZMiQ99GkWjM2Noa3tzdmz56N/Px8PH36FGvWrMGMGTO4dSrOCSsGNJW50KCmpoaxY8di/vz5eP78OYDyY0pDPuKSlpaGgoIC9OrVC2VlZTh79iwKCgq4jv3XX3+NI0eOYO/evSgrK0Npaanc417VtXPUqFG4fPkyzp07B6lUipUrV8LKygpdunRRGNPp06e5RwSNjIygrq5e5RXOD0JDPcx58uRJio6OppKSEioqKiI/Pz9ycnIiovIHVtXV1Wnnzp1UWlpKixYtorZt25JMJqOysjJq2bIlLV68mCQSCZ0+fZq0tLQoISGBiIi++OILGjBgAGVnZ9OkSZNIR0eHmwTn9u3bFBMTwz1c+9lnn9Hy5cuJiGjDhg3UqlUrKioqoidPnpBYLKbhw4dXiru2s8XOnTuX+Hw+Xb58mbKyssjc3Jy++OILhXVKJBISiUS0atUqKi0tpR9++IF0dHQoNDSUiIj27NlDLVq0oNjYWCIiys/Pp5s3b9bqPUA1E/rs2bOHe62mpkZRUVFERHT16lVSV1enPXv2UGlpKZWUlHAPTO/cuZNEIhElJSVRfn4+9e3bl3x9fYmofEKfqKgoSkpKIpFIxG3Hihmuxo8fT/3796f09HQiKp/o4mOYOfifbsaMGeTi4lJpeWlpKVlaWlJYWBiVlJTQpEmT6Msvv+TSN2/eTK1ataL09HR6/vw5WVtb019//aVSLIrqJCK6cuUKiUQiWr9+vdzyn376qdKMpg8fPiSi/z8hyrp160gqldLy5cupb9++KsWqioZqZ4WaJvRxc3Oj4ODgWsWrTJ0jR47kvvfKtjMrK4s0NDToyJEjtYqHqHyCME1NTTpw4AARETex2N9//01aWlp09uxZkkgktHDhQrmJEurq7t27ZGRkJDdb7LsTI61fv55EIhFduXJFbvmIESPkZou1srLi4hk+fDj179+f3rx5Q8+fPydHR0datmyZXP7i4mIyNDSkCxcuqNQGhlHW2rVr2WyxdfTy5Uvq27cv6ejokLOzM924caPSOgAqzWQqkUgoICCADAwMSCAQ0KBBgygtLY1L79u3LwmFQtLX16cJEyZ8sDOEEpXvj729vUlPT49MTEyqnNCoYgJIgUBA1tbWRPT/j10Vbbt06RK93UXJz88nf39/EolEpKenR/b29nTw4EEuvarzXWVVN6FPQEAACQQCatu2Le3du5c++eQT6tatG5d+7NgxcnV15SbA/O9//6uwnUREERER3MRz7u7ulWaLVVNTqzLOjRs3kp2dHenp6ZGVlRUFBQXVqb3vQ4N1LsPDw0ksFpOOjg4ZGxvTwIEDuQ5iVFQUWVpa0ldffUVCoZDat28vN3Xxo0ePyN3dnZstNiIigku7fv06iUQiMjY2ps2bN1Pbtm25zmVUVBR98skn3Bvt6+vLTbufk5NDffr0IaFQSD169KDw8HAyMTGhH374QS7u2nYuw8PDSVtbm0pKSoiofPbaihMERXVGRUWRnZ0dmZiY0PLly8ne3l6urT/99BO1bt2aBAIBWVhY0Lx585SOi6j2nUui6r8sMpmMli1bRtbW1mRiYkJjx46Vmy22ps6lop0C0zhcXFxo8uTJVabFxMRQ27ZtSUdHh/r370+ZmZlcWllZGU2ePJn09PTIwsKCNm/eXC/x1FQnUfn3BQD3uaoglUrJ39+fhEIhWVpa0q5du+TSL126RI6OjqSrq0ufffYZpaam1ku8ddUQ7dyyZQsJBIJKM6lu376dW+fUqVMkEokoNzdX6VgVbVui8u9/VeOUNbXzyJEjBICeP3+udCxvq8tBWxUhISFkbm5OQqGQZsyYQVKpVC594cKFBEBuX0pU88nm8+fP6fPPPyc+n0/GxsY0ffr0SjOCr1mzhnr27FkvbWAYZVhYWBARcR1M1rFkGKa2eERK/hp0Pbpw4QJ8fX255w7/rZ4/f85NghMVFYXBgwcjKSlJbnZBhmGY+rJgwQJERkZi48aN6Nq1a2OHw1Tj1atX2Lp1K3bt2oWoqCiVb+1lGGW9fXt5Xn4+9HR1GzkihmE+Ng06oQ9Tsw0bNmDnzp0oKyuDlZUV9u/fzzqWDMM0mCVLlqBLly5Yvnw5Nm7cyJ7l+0CtWrUKampquH79eq2fSWWY+sI6lgzD1EWjXLlkGIZhGIZhPizvTozFMAxTW2x+c4ZhGIZhGIZhGEZlrHPJMAzDMAzDMAzDqIx1LhmGYRiGYRiGYRiVsc4lwzAMwzAMwzAMozLWuWQYhmEYhmEYhmFUxjqXDMMwDMMw/zB5+fm1zhMYGNgAkTBMzZKTk8Hj8Rql7qysLAwdOhQCgQAGBgYYMWJEo8TxT8I6lwzDMAzDMP8gZy9fhvfMmTh7+XKt8s2cObOBIvrny8jIQL9+/cDn8+Hi4oKbN28qnbdr164wNDSEQCDA0KFDkZubW2mdiIgI8Hg8JCcn11/Q9SwvLw9jxoyBUCiEmZkZlixZIpeem5uLRYsWIS8vr5EirGz9+vVISUnBs2fP8OrVK2zZskXlMj/Edr5Pjdq5LC0txYkTJ3Dnzp1a5/X19YWNjU2VaTdv3kTHjh2hp6cHY2NjrFu3TsVIq7d582YIhUIIhULweDxER0c3WF0Mw1QvKSkJu3fvbuwwPmhEhJCQEHTq1AlPnjxp8PoU7eOvX7+OkydPNngcHxs/Pz/4+voiNTW1sUNhPkJnL1/GhtBQqKurY0NoaK07mEzd+Pn5wc7ODtnZ2Zg5cya8vLwglUqVyrt3715kZ2cjLi4Ot27dQnh4uFx6YWEhZs2a1RBh16sZM2agsLAQKSkpuHr1Kvbs2YPQ0FAuPTc3F4sXL/6gOl3p6elo164dBAIBAMDY2FjlMj/Edr5PjdK5zMrKgo+PD+zt7TF06FDcu3ev1mWYm5vDzs6uyrSAgAC0b98eOTk5ePnyJXx9fVWMuHrffPMNcnNzqxxlYpgPVXh4ODcoIhQKwefzYWtry6XHxMTAyckJfD4fAwYMQHZ2tlz+U6dOQSwWQygUwsXFBenp6SrHpKjO6oSFhaFTp07o1KkTli5dWim9oKAAEyZMgIGBASwsLLBixQqVY1VFXdsplUrh7+8PfX19NG/eXO6A/bZvv/222oG3KVOm4MCBA9i/f7/c+61qne9StI//4YcfYG9vjz59+uDw4cNKlVmhMUaEQ0JCYGlpCQMDAwQGBoKIlMqnzJUMmUyGjh07yh2ngoOD4ebmBjc3Nzx69Ki+msH8C1R0LJtqa6OZtjaaamuzDuZ7kJGRgYiICCxZsgSampoYN24cmjVrhsjISKXyV5zPpqWlQSaT4bPPPpNLX7JkCUaOHFnvcdenzMxMhIWFYc2aNeDz+bCxscHs2bMRHBwMABg+fDjEYjEAoG3bthAKhdzrCpGRkXB0dISBgQFCQkK45cXFxdxx3MrKCtu2bZPLx+PxEBERgR49eoDP56Nnz54K4z1w4ACEQiHCwsKwZ88e7nzou+++AwD8+OOPaNGiBfT09GBnZ4czZ87I5T927Bg++eQTCIVCmJqaYvXq1Uq18/fff4eTkxMMDAzQq1cvxMfHc2kXLlwAn89HVFQUHBwcoK2tjUWLFgEoH2AYOXIkjI2NoaenB7FYjOLiYoXtbBTUCHJycujmzZsklUpJJBLRnj176rV8Gxubei9TGQDo0qVL771ehlHV999/T/PnzyciopKSEjI3N6ewsDAqLi6mSZMm0ejRo7l1r1+/ToaGhnTu3DmSyWSUmppK+fn5KtWvqM6a3L59m7Kysmjnzp1kZ2dXKX3IkCH05ZdfUm5uLpWVlVFiYqJKsapClXZu2rSJOnbsSDk5ORQbG0uGhoYUFxcnt05sbCw1a9aMRCJRpfz79u0jBwcHKiwsVDpeZeqsiqJ9fHR0NBUWFpKPjw+NHz9e6XiIiJKSkggApaSk1CpfXd25c4cMDQ3p3r17lJ2dTa6urvTLL78oldfLy4v8/PyopKSEdu/eTSKRiCQSidw6mzdvJk1NTfLx8amUf9u2beTq6koymaw+msI0svz8fMrIyGiwv99OnqR+EybQYD8/Gh4QwP0N9vOjfhMm0G8nTzZo/aoeBz5mZ86cITMzM7llw4YNo0WLFimV/9ixY6ShoUFqamq0b98+ubQHDx5Q69atqaioiABQUlJSfYVdr86fP08CgUBu2a1bt0hNTY3KysqIqPr9d8VyLy8vevPmDW3YsIFMTU259FmzZtHgwYOpqKiIbt68SVpaWnT//n0uHQA5OTlRTEwMJScnk4eHh9JxV3ccOn36NGVmZpJMJqOJEyeSm5sblxYTE0Oampp06NAhkkgklJeXRw8ePKjUnnfb+ffff5OmpiadPHmSysrKaN68edSqVStu+0RFRZGmpib179+f0tLSKDQ0lJYuXUpERFu2bKEuXbpQYWEhyWQyevDgQaXjyYdCvTE6tEKhEK6urnXK26tXL9y+fRvFxcXo3r07zp07x6UFBAQgNDQUeXl5mDx5Mr755hsAQGhoKAYNGlRtmYsWLUJxcTHOnj0LU1NTTJ06FePHj8fKlSsxfvx4nD9/Ht9++y1SUlKgrq6OWbNmcSMbiiQnJ2P8+PG4fv06WrRogS1btqBbt251ajvDNIT09HT8+uuvuHv3LoDyUTVjY2N4e3sDAJYuXQorKyts2LABhoaGWLNmDSZMmIDevXsDACwtLVWOQVGdNWnXrl21aQ8fPsSpU6eQnp7O3fKizBW7hqJKO7dv347Fixdzo6tffPEFduzYgbVr1wIov+XVz88PgYGB2LNnT6X8q1atQmBgIJo2bap0vIrqrI6ifXxd94HDhw/nRo/btm0LHo8Ha2truc/unDlzkJ6eDhcXF2zduhUODg51qqvCjh07MHr0aDg5OQEAZs+ezX0HalJxJeP58+fclYxVq1YhMjISn3/+OQDg5cuX+PHHHzFhwgQUFBRUKuPrr7/GokWLcPr0afTr10+ldjCNr+KWx4ZQXFaGg5cvowkASUlJpfQyiQQb9+xB+pMn0NbQqLacCxcuKHXVpyqurq7o0KFDnfJ+7LKystCsWTO5ZTo6OsjMzFQq/6BBg5Cfn4+jR4/Cx8cHLVu2RPv27QGU3267fv16aGtr13vc9SkjI4M7zlYQCoWQSqXIysqCmZmZwjK2bdsGXV1dfPLJJ8jIyABQfmz7+eefcf78eWhra8PV1RVisRjR0dFo27Ytl3fFihXo1KkTAFS6ylgX//nPf7j/u3TpgqioKO51SEgIhg4dimHDhgEA+Hw+2rRpo7DMffv2wc3NDZ6engCAuXPnIigoCFevXkX37t0BABKJBGFhYRAKhRg7diyXV19fHwkJCfjtt98wfPhwpeprLI3SuVRFxZu7aNGiSs83bty4ERs3boSNjQ2WLVuGMWPGKF1uaGgoLl26hK5du+LAgQPYsWMHtmzZgvHjx0MgEODQoUNo1aoV9u7di6+++gr+/v5KnaSNHDkSw4YNw9mzZ/Hzzz9jxIgRSElJgZqaWu0azjANZNGiRZg+fTr4fD6A8meW395pmZiYQFdXF/fv34e7uzu3Q+/UqROePn2KgIAAzJ07V6UYFNVZV9HR0XBwcMCqVauwe/du2NnZYefOnbC3t1cp3rqqaztLS0tx//59ubyOjo5yt5Tu2LEDNjY26N27d6XO5cuXLxEbG4s+ffooHasydb5vBw8eRHJyMlq0aIEHDx6gefPmXFpCQgK8vLxw9OhReHh4YPHixRg4cCAePnwIdfW6H+pu3ryJcePGca8dHR0RGxsLqVRa4378zp07MDQ0lBs0cHR0xM2bN7nOZWBgIObMmYO0tLQqO5fq6uro2bMnIiMjWefyH8DR0REikajByrewtUXI4cPQ0tSExluf+TKJBCWlpRg/bBjcFXT+Fi9ejA0bNtSp/nc7V/8mxsbGlb7DBQUF1T6+VRVNTU188cUX2LVrF8LDw9G+fXvs2bMHxsbGH8X338TEBK9fv5ZblpubCzU1NRgZGSlVho6ODoDy21zp/x4/yMzMRH5+Pjw8PLgZZUtLSys9GqGvr69qE+RcuXIFCxYswJ07d5Cfnw8LCwsuLSUlpU4XydLS0mBlZcW91tbWhrGxMdLS0rhlPB4PQqGwUt5Ro0YhJycHq1atwrRp0+Dv74+lS5d+kP2JButcVrVhAODcuXMf5MjWF198ATs7OzRr1gwzZ85Ebm4udy/z2/G6ublBIpHg1atXCq/Y3LhxAw8fPsRff/2FJk2awNfXF9988w0SEhJUHk1nmPoQHx+PEydOyJ1MKBqBzcrKwqlTp3D8+HHk5uaiR48ecHJywuDBg+sch6qjvjWV+/DhQwQEBCAlJQWzZ8/GyJEjcfv2bZXKVSWeurQzOzsbRCSX9933ZNWqVbh8+XKVz+g9e/YMAOQOaoooqvNDo8yIcF28+57p6OhAKpUiJyenxhMmRe91VFQUkpKSsHfvXixevLjacqysrOSeyWE+Xjo6OtzJc0MY7ukJgZ4eNoSGQkNdHRrq6iiTSCCRSBDo6wsPJe8YqI8JTf5txGIxXr16hezsbG5AKS4urk5zfmhra3MTAf355584ffq03Dm1WCzGkSNHuLuHPhTOzs4oKipCYmIi16m+desWxGIxN8CnUcNV8+oYGhpCU1MTUVFRdb7rsbays7Ph4eGB4OBgREREYP/+/Vi2bBmXbmVlhcePH1ebv7p2Wlpayl0BLSkpQVZWltJ3gE2dOhVTp07FtWvX4Onpie7du6N///5Ktur9abAJfSomuXn370PsWALyneF3O8ZpaWkYO3YsrKysuIdySYkJHZ48eYLCwkIYGhpCKBTC0tISWlpabPIf5oOxYMECjB8/Xu4qfHUjsBUnHAKBAN7e3jA1NYWDgwMGDhyo8i0oiuqsK4FAAD6fj6+//hoaGhr49ttvERsb26AdpIsXL8pNliQUCrFq1SoAdW+nkZEReDyeXN63882ePRuBgYHV3nbUpEn5rr6q/Zanp2eleJWp80OjzIhwXbz7nhUUFEBNTU3hKHlN73VZWRkCAgLw888/K/xtN5lMxr1/DKOIR7dumD5uHIqKi1FYXIyi4mJMHzdO6Y4lUzcmJib4f+3de1CU1/kH8O/CIgLGXRAJyiB3b0GJuXhFMCIhSkCSSBNFBy2NhiQK6tjQ7sQ16aAmhaBoWq03tIZOtYCXKFpQKBqdqC0pBAhEAmgQhIiigMACp3/wY38iFxdW2BW/nxlm5N3zvuc5jzvAs+c95w0ICMD69evR2NiIAwcOoKamRv1hVxt7e3u888477Y7V1NQgNzcXAHDp0iWcOnUKAQEBAIBdu3bh7t277TaOzMrK0rvCEoB6ycdHH32EmpoalJSU4PPPP0d4eLi6TVuhePHiRQDQaGM2Q0NDLFmyBB9//DHKysoAtN6C211xp622u0leeeUVqFQqpKSkoLa2Vl30//rXv0ZSUhIOHjwIlUqFxsZG5OTkqM/vapzvvPMOvvnmG6SmpqK5uRmbNm2Cra0tpk6d+siYTp8+jcLCQgCtv5+lUmmXE3m61me/sR7+Y6Xt68qVK33VZZ9ZsGABTE1NkZmZie+//17j80aOHIkhQ4a0K67r6+sxZcqUPoyWSDM5OTlISEhASEhIu+MvvPAC8vLy1N9XVFSgpqZGvebMyckJ9+/fV78+dOhQrW+HelSfveXk5ISGhga0tLSoY5VIJD1ad9hTnp6eHT5Ui4iIAND7cRoZGcHV1bXduXl5eepPcc+fPw+FQgG5XI7XX38d165dg1wuR8P/rb2yt7eHRCJBUVFRh2snJyd3iFeTPnWlu0+EHywke/qJcFce/j/Ly8uDm5vbI29FenAm48FzX3jhBdy4cQOFhYXw9PRUf/gQHx8Pb2/vDtcpLi7W6TphevK0FZhNTU0sLPvR9u3bUVhYCAsLC0RFRSEpKanDLfklJSUoLy9vd6y2thb+/v6QyWR48803sXHjxl6ve9W1rVu3wtjYGDY2Npg8eTIWLVrUblnB4MGDER0djbCwMMjlckyYMEHj6zo5OWHatGmQyWSYOXNmr540oamJEyeqnzwxffp0zJs3DyNGjFAvX5kyZQoSEhIQExOD4cOHw9bWFnFxcerzuxqns7MzDh8+jPDwcAwfPhzp6ek4fvy4Rks3CgoK4OPjA5lMhlmzZmHdunWYPn16n4xfazrcTEgIIXq9W6xSqRReXl6P5ZpKpVIolUr1uUVFRSItLU14enoKIYQwNzcXu3fvFiqVSmzdulUAaLdLVRs8tFusSqUSY8eOFQqFQtTW1gohhMjPzxcVFRUax0bUV8LDw4Wbm1uH442NjcLGxkZ89dVXoqGhQSxfvlwsXLhQ/fr27duFi4uLuHHjhigrKxOjRo0SFy5c0CqWR/UphBAXL14UdnZ2IiYmptNrdLZbrEqlEiNGjBDR0dGiublZREZGCh8fH61i1YY24/zyyy877Nyam5vboY+0tLROd4udPn262LJlS4/i1aTPt99+u9P+2nT387g3u8Xev39fDBo0SBw6dEgIIUR1dbUQonUXPmNjY5GSkiKampqEUqlstwtfb2VlZQlLS8t2u8Xu3LmzXZuYmBhhZ2cnLl682O54YGBgu91ibW1tO41HqVR2ultsfX29GDZsmEhPT9dqDPR0qr53r8fnjBw5sg8iIaKniU7utcnOzlbPZF67dg0rVqyAXC5HcHCwLsJ5pC1btkChUKgfjvvuu+9i1qxZ6p2suiKVSpGcnIzs7Gw4ODhALpdj8eLFuH37dj9FTtS1tLS0Tm/FMDIyQmJiIjZu3AgLCwv8/PPPiI2NVb++YsUKzJ49G2PHjsWLL76I3/72t5g2bZpWsTyqT6D1OVclJSUdbisPCgqCXC7H+++/j6KiIvXPlry8PEilUvUGXTKZDGfOnGn37Kz+ps0433vvPUydOhUODg7w9fVFdHQ0xo0bp3Hf69evR0xMTIcNF7qjSZ/l5eUoKSlpd+xRP+Pt7Owgl8sRHx+vfr6Yphtf9MUnwt2ZMGECPvvsM7z66qtwcnKCh4dHh51i79y5g5KSkg7PHNNkJqM7sbGxmDBhglabWtHTa+iQIboOgYieQhIhNHwaNBERPdHWr1+P5ORkxMbGav2BAPWdqqoq7NixA3FxcUhLS3ssj/sh0sTDt5cTEfUUdwkgInpKfPrpp/jkk08QGRmJn376SdfhUBc2b96Me/fu4fLlyywsiYjoicKZSyIiIiLizCURaY3FJRER0RPoueee69OdjweSyspKvX2Mjj5hnjR3//79do+fIKJW2u10QERERDphYmLyRD7eSxdeeukl5koDzJPm9PW57US6xjWXREREREREpDUWl0RERERERKQ1FpdERERPoOXLl+s6hCcGc6UZ5klzzBVR57ihDxEREREREWmNM5dERERERESkNRaXRERET4CcnBxMmzYNgwcPhpOTE/7xj39odN6tW7cwfvx4LF68uI8j1A89zdPKlSvh7OwMU1NTjBkzBn/961/7KdL+V1paCh8fH5iYmMDGxgbbt29/LG0Hop6Mf+PGjRg3bhxMTU1hb2+PqKiofoyUSL+wuCQiItJzQggsWLAAvr6+qKysxLZt27Bs2TKUlJR0e15tbS38/f1hZmbWT5HqVm/y9MwzzyAhIQF37tzBrl27EBoaiu+//74fo+4/ISEhcHR0RFlZGRITE6FUKnHx4kWt2w5EPRm/RCLB3r17UVVVhePHjyMqKgrJycn9HDGRfuCaSyIiIj2XnZ2N2bNno6KiAhKJBADg5+eHOXPmICwsrNNzVCoV/P394e/vj5s3b+Lq1as4ePBgf4bd73qTp4dNnjwZq1evxsKFC/sy1H5XXV0NS0tL/PLLL5DJZABaZ22lUiliYmJ63XYg0nb8v/rVrzBp0iT87ne/6+tQifQOZy6JiIj0XEFBAWxtbdUFEwCMHj0aBQUFnbYXQiA4OBhTp05FaGhof4Wpcz3N08Oqq6vxww8/YPz48X0Vos5cvXoVzzzzjLpYArrOTU/aDkTajL+5uRlXrlwZkO8hIk2wuCQiItJzdXV1MDExaXfMzMwMNTU1nbZXKpWwsLCAUqnsj/D0Rk/z9CAhBN599134+PjAzc2tr0LUmZ7kRps8DgTajP+jjz6ClZUVXn/99b4Kj0ivSXUdABER0dMuICAA6enpnb4WEREBFxcXNDY2tjve0NDQ5VrKnJwcnDhxArt37wYANDU1QQiB1NRUlJeXP9bY+9PjzlMbIQQ++OADXL9+HSkpKY8rXL1iamqqcW560nYg6u34N2/ejGPHjiEjIwOGhoZ9GSKR3mJxSUREpGNHjhzp9vXs7Gz8+OOPaG5uVv/Rmpubi9mzZ3faPiEhod33GzZsGBBrLh93noDWtalLly5FWVkZUlJSMGTIkMcZst5wdnbG7du3UVlZieHDhwNozY2Li4tWbQeino5fCIGIiAgkJycjIyMD1tbW/RkukV7hbbFERER6ztXVFdbW1ti0aRNqampw+vRppKenIyAgQN1m7NixSEpK0l2QeqCneaqvr8drr72GlpYWJCcnD9jCEgBkMhm8vLywfv16VFdX48qVK4iPj0dgYCAAwMvLS/24jUe1Heh6kisACAoKwuXLl1lYEoHFJRERkd6TSCQ4fPgwjh07hmHDhiE0NBR79uyBg4ODuk1+fj6qq6t1GKXu9TRP5eXlOHv2LA4fPgwzMzNIpVJIpVJ4eXnpagh9avfu3fjxxx/x7LPPwt/fH0qlEu7u7gCAwsJC/PLLLxq1fRr0JFd/+9vfkJGRAUtLS/V7yNnZWVehE+kUH0VCREREREREWuPMJREREREREWmNxSURERERERFpjcUlERERERERaY3FJREREREREWmNxSURERERERFpjcUlERERERERaY3FJRER0QBlb28PiUSi/ho2bBi8vb1x5coVXYc2oC1duhQSiQTh4eEatT9y5AgkEgns7e3bHW/7f/vuu+8ee4z94d69e3jrrbcgl8thZGSEDz/8EE1NTVi+fLn6mZB+fn7YsGEDJBIJAgICHnnNnrTVVEBAACQSCTZs2PDYrkn0tJLqOgAiIiLqW4GBgXB0dMTJkyeRmpqKf//738jJycGIESN0HRp1Q6FQAACsra11HEnvxMXFITExETY2NggNDcXLL7+M5ORk7Nq1CzKZDGvWrMGYMWPg4OAAhUKB8ePHP/KaHh4eGrclov7HmUsiIqIBbtGiRdi8eTNOnToFALh9+zbOnTsHACgsLERgYCBGjhwJmUyGV155BZmZmQCAhoYGzJgxA9bW1hg0aBDkcjm8vb2Rl5envnbb7FpoaChGjx6N2bNnAwDi4+Px4osvYsiQIbC0tIS7uzsuXboEAKisrMRvfvMb2NraYujQoZgyZQpOnDihvmbbzJ+vry/8/Pwgk8kwZswYnD9/vssx3rlzB+vWrYOTkxNMTEzg4uKC6OjoHvXn7e0NLy8vmJqaori4uMvjLS0t2LFjByZOnAgzMzM4OjpCqVSiqamp09hOnDiB8ePHq2fwbG1tER4ejqamJhQXF+ONN94AAJSUlLSbwYyMjERkZCTKy8v1Mm/d5SEuLg6rVq0CAJSWlmLz5s2wsLCAv78/AKC6uhp//OMfYWhoiIyMDERGRuLQoUPqa//zn//ErFmzYG5uDgsLC7z66qsoLi7utO3Zs2fh4eEBc3NzWFtbY/HixaioqADQWuBKJBI4Ozvj/fffh7W1NaysrPCnP/0JQOtM6NGjRwEAn3zyCWcwibTE4pKIiOgpUVdXp/73s88+i6qqKsyYMQMnT56Ej48P5s+fj/T0dPj6+qKmpgZNTU2orKzE3LlzERYWBnt7e6SmpmLx4sUdrv3zzz/jrbfeQlBQEE6fPo2goCBcvXoVwcHB8Pf3x7Vr15Cbm4uWlhb4+/tjz549cHR0xJIlS5CVlQU/P78ORdDZs2dhZGQECwsLFBQU4IMPPuh0XC0tLQgMDERUVBSkUinee+892Nra4uuvv+5Rf8XFxXBzc8OaNWsgl8u7PL5p0yaEhoZi0KBBWLFiBQwNDfHpp59i69atncZXWloKKysrBAcHIyQkBHfv3sXWrVvx5z//GXK5HIGBgQAAmUwGhUKBlStXdjpGfctbd3lwc3PDzJkzAQCjR4+GQqGAnZ0d/Pz8ALS+/xQKBdzc3DrElZaWhnnz5uHcuXOYN28e3n77bfznP/9BcXFxh7bnzp2Dt7c3iouLERQUhHHjxuGrr75CSEhIu3aFhYXIz8+HnZ0dKisrERYWhsrKSnh4eGD06NEAgJkzZ0KhUMDDw6PTfBGRBgQRERENSHZ2dgKACAwMFKtXrxYODg4CgJg4caJQqVTiiy++EADE888/LxQKhVAoFMLc3FwAEKmpqUIIIVQqlTh//ryIi4sTERERAoAwNDRU9wFAABCZmZnqYzExMQKAGDFihNi3b5/IysoS9fX14tatW+Lbb78VAMTQoUNFXV2dEEKItWvXCgBi4cKFQgghgoODBQARFhYmhBDi1KlTAoAwMjLqdJznzp0TAMTgwYNFRUWF+nh2dnav+mvT1XGZTCYAiFWrVgmFQiHmz58vAAh3d/cuz6usrBTHjh0Tf/nLX8SsWbMEABESEiKEECIpKUkAEHZ2du36eTC3+pi3R+VBqVQKAGL+/Pnqa+/bt08AEG5ubupjD7fz8vISAMSaNWvUbW7evClu3rzZoa2/v7/6e4VCIVatWiUACAMDA9HQ0NChv7q6OmFgYCAAiG+++UYIIdRxK5XKTvNERJrjmksiIqIB7vDhwwAAc3NzLF26FNHR0ZBKpSgoKAAAfPfddx02jSktLcVPP/2EOXPmoKioCFZWVrCxsQEANDc3d9vfkiVLEB8fj8uXL2PZsmUAWjcXOnLkiHr2ycbGBiYmJgAAFxcXAK23hXZm+PDhAACVStXp69euXQMA2NnZqdsCgKurq/r2yZ70152bN2+iuroaABAbG9vutdLS0k7P2blzJ1auXInm5mY4Ozujvr4eALq8jbYz+pa33uRBU21xvfzyy+pjVlZWnbZtew8fPXpUfXsr0Dor23Y78YNMTExgZmaGe/fuobGxUas4iagj3hZLREQ0wCUlJUEIgaqqKuzbtw8WFhYA/n+jmLlz50IIof6qra1FQEAAtm3bhqKiIrzxxhsoLy9HYmKiRv3dvXsXFy5cwH//+1/s27cPrq6uKC4uxhdffKFeT3jjxg11kVVYWAgAHXZLbWNg0P2fK21F7/Xr13H79m318fz8/F711x25XA5jY2MAwLffftsubxcuXOj0nIiICKhUKiQmJiI/P19dcD88vu6KTX3LW2/yoKm2uLKystTHqqqqUFlZ2aFt23v4s88+axdDWVkZRo0a1en1H86LJvknIs1w5pKIiOgptWzZMsTExCA5ORleXl6YNGkSysrKkJKSgkOHDkEmkwEAsrOzERUV1e3GMA/av38/9u7dCx8fH1hYWKC2thZA64zYSy+9hMmTJ+PSpUt47bXX4Orqir1790IikXS5NvBR3N3d4enpiX/961+YMWMG5s6dix9++AF1dXU4c+bMY+3P2NgYoaGh2LJlC3x9ffHmm2/C2NgYmZmZkEqlSEtL63COTCbDnTt3EB8fj5ycHBw4cKDd621FUGlpKUJDQ/Hcc8/hww8/bNdG3/LWmzxo6ve//z0yMjLw+eef4/r165DL5UhISEB8fHyHtmFhYUhPT8fHH3+MzMxM2NjYoKCgACkpKbh//75G/bXlf//+/TAwMMCcOXO47pKolzhzSURE9JQaNWoULl26hEWLFqGwsBDbtm3DmTNn4O7uDkdHR4SHh8PX1xelpaXYuXMnJk2apNF13d3dYWtri6SkJMTGxkIqleIPf/gD1q5dCwMDAxw/fhxLly7F1atXsX//fkycOBEnTpzA9OnTezUOQ0NDJCUlYfXq1aivr8eXX36J3NxczJ07t0/6i4qKwo4dOzBq1Cj8/e9/x969e1FdXY0FCxZ02n7Pnj1wdnbG0aNHkZ6ejilTprR7/fnnn8e6detgaWmJ3bt34+DBgx2uoY9562keNOXt7Y2TJ09i2rRp+Prrr3HgwAGMGTMGdnZ2HdoGBAQgJSUFM2fORFpaGrZv347s7GwsWbJE4/7Wrl0LT09P3Lp1C1FRUU/sc0WJ9IFECCF0HQQRERERERE92ThzSURERERERFpjcUlERERERERaY3FJREREREREWmNxSURERERERFpjcUlERERERERaY3FJREREREREWmNxSURERERERFpjcUlERERERERa+x/dJmqZLzgf3wAAAABJRU5ErkJggg==\n", 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\n", 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" ] @@ -674,7 +682,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.9.12" }, "toc": { "base_numbering": 1, diff --git a/forestplot/__init__.py b/forestplot/__init__.py index 809bb17..f5bed59 100644 --- a/forestplot/__init__.py +++ b/forestplot/__init__.py @@ -1,6 +1,7 @@ -VERSION = (0, 2, 1) +"""State version and import user-facing functions.""" +VERSION = (0, 2, 2) __version__ = ".".join(map(str, VERSION)) -from forestplot.plot import forestplot from forestplot.dataframe_utils import load_data +from forestplot.plot import forestplot diff --git a/forestplot/arg_validators.py b/forestplot/arg_validators.py index b054644..efddb92 100644 --- a/forestplot/arg_validators.py +++ b/forestplot/arg_validators.py @@ -1,7 +1,9 @@ -import pandas.api.types as ptypes -import pandas as pd -from typing import Optional, Union, Sequence +"""Holds functions to check data and validate arguments from users.""" import warnings +from typing import Optional, Sequence, Union + +import pandas as pd +import pandas.api.types as ptypes def check_data( @@ -19,46 +21,45 @@ def check_data( pval: Optional[str] = None, ylabel2: Optional[str] = None, ) -> pd.core.frame.DataFrame: - """ - Checks and validate that dataframe has the correct data. If data is missing, create them. + """Check and validate that dataframe has the correct data. If data is missing, create them. Checks and validates key arguments. - Parameters - ---------- - dataframe (pandas.core.frame.DataFrame) - Pandas DataFrame where rows are variables. Columns are variable name, estimates, - margin of error, etc. - estimate (str) - Name of column containing the estimates (e.g. pearson correlation coefficient, - OR, regression estimates, etc.). - varlabel (str) - Name of column containing the variable label to be printed out. - groupvar (str) - Name of column containing group of variables. - group_order (list-like) - List of groups by order to report in the figure. - ll (str) - Name of column containing the lower limit of the confidence intervals. - hl (str) - Name of column containing the upper limit of the confidence intervals. - annote (list-like) - List of columns to add as additional annotation in the plot. - annoteheaders (list-like) - List of table headers to use as column headers for the additional annotations. - rightannote (list-like) - List of columns to add as additional annotation on the right-hand side of the plot. - right_annoteheaders (list-like) - List of table headers to use as column headers for the additional annotations - on the right-hand side of the plot. - pval (str) - Name of column containing the p-values. - ylabel2 (str) - Title of the right-hand side y-axis. - - Returns - ------- - pd.core.frame.DataFrame. + Parameters + ---------- + dataframe (pandas.core.frame.DataFrame) + Pandas DataFrame where rows are variables. Columns are variable name, estimates, + margin of error, etc. + estimate (str) + Name of column containing the estimates (e.g. pearson correlation coefficient, + OR, regression estimates, etc.). + varlabel (str) + Name of column containing the variable label to be printed out. + groupvar (str) + Name of column containing group of variables. + group_order (list-like) + List of groups by order to report in the figure. + ll (str) + Name of column containing the lower limit of the confidence intervals. + hl (str) + Name of column containing the upper limit of the confidence intervals. + annote (list-like) + List of columns to add as additional annotation in the plot. + annoteheaders (list-like) + List of table headers to use as column headers for the additional annotations. + rightannote (list-like) + List of columns to add as additional annotation on the right-hand side of the plot. + right_annoteheaders (list-like) + List of table headers to use as column headers for the additional annotations + on the right-hand side of the plot. + pval (str) + Name of column containing the p-values. + ylabel2 (str) + Title of the right-hand side y-axis. + + Returns + ------- + pd.core.frame.DataFrame. """ ########################################################################## ## Check that numeric data are numeric @@ -203,7 +204,7 @@ def check_data( def check_iterables_samelen(*args): # type: ignore - """Assert that provided iterables have same length""" + """Assert that provided iterables have same length.""" try: assert all(len(args[0]) == len(_arg) for _arg in args[1:]) except Exception: @@ -214,8 +215,7 @@ def check_iterables_samelen(*args): # type: ignore def check_groups( dataframe: pd.core.frame.DataFrame, groupvar: str, group_order: Optional[Sequence] ) -> None: - """ - Check that provided group-related args are well-behaved. + """Check that provided group-related args are well-behaved. Parameters ---------- @@ -226,6 +226,7 @@ def check_groups( Name of column containing group of variables. group_order (list-like) List of groups by order to report in the figure. + Returns ------- None diff --git a/forestplot/dataframe_utils.py b/forestplot/dataframe_utils.py index f28f892..ca74729 100644 --- a/forestplot/dataframe_utils.py +++ b/forestplot/dataframe_utils.py @@ -1,6 +1,8 @@ -import pandas as pd +"""Holds functions to check prepare dataframe for plotting.""" +from typing import Any, Optional, Union + import numpy as np -from typing import Optional, Union, Any +import pandas as pd def insert_groups( diff --git a/forestplot/graph_utils.py b/forestplot/graph_utils.py index 074d296..6d31df3 100644 --- a/forestplot/graph_utils.py +++ b/forestplot/graph_utils.py @@ -1,8 +1,10 @@ -import pandas as pd +"""Holds functions to draw the plot.""" +import warnings +from typing import Any, Optional, Sequence, Tuple, Union + import matplotlib.pyplot as plt +import pandas as pd from matplotlib.pyplot import Axes -from typing import Optional, Union, Tuple, Sequence, Any -import warnings warnings.filterwarnings("ignore") @@ -138,10 +140,9 @@ def draw_ref_xline( def right_flush_yticklabels( dataframe: pd.core.frame.DataFrame, yticklabel: str, flush: bool, ax: Axes, **kwargs: Any ) -> float: - """ - Flushes the formatted ytickers to the left. Also returns the amount of max padding in the - window width. Padding to be used for drawing the 2nd yticklabels and ylabels. + """Flushes the formatted ytickers to the left. Also returns the amount of max padding in the window width. + Padding to be used for drawing the 2nd yticklabels and ylabels. My reference: https://stackoverflow.com/questions/15882249/matplotlib-aligning-y-ticks-to-the-left Parameters @@ -241,9 +242,26 @@ def draw_pval_right( # 2nd label title pval_title = kwargs.get("pval_title", "P-value") + + # The next few lines of code make sure that the "P-value" label title on the right columns are of the + # same height (using negative_padding) and fontsize (using kwargs.get("fontsize", 12)) as the + # ylabel height and fontsize. See draw_ylabel1(...). + fontsize = kwargs.get("fontsize", 12) + ylabel1_size = kwargs.get("ylabel1_size", 1 + fontsize) + if annoteheaders: + negative_padding = 1.0 + else: + negative_padding = 0.5 + if pval_title is not None: if annoteheaders is None: - t = ax.text(pad, ax.get_ylim()[1], pval_title, size=10, fontweight="bold") + t = ax.text( + pad, + ax.get_ylim()[1] - negative_padding, + pval_title, + size=ylabel1_size, + fontweight="bold", + ) (_, _), (x1, _) = inv.transform( t.get_window_extent(renderer=fig.canvas.get_renderer()) ) @@ -375,7 +393,7 @@ def draw_ylabel1(ylabel: str, pad: float, ax: Axes, **kwargs: Any) -> Axes: def remove_ticks(ax: Axes) -> Axes: """ - Removes the tickers on the top, left, and right borders. + Remove the tickers on the top, left, and right borders. Parameters ---------- @@ -492,7 +510,7 @@ def format_tableheader( def format_xlabel(xlabel: str, ax: Axes, **kwargs: Any) -> Axes: """ - Format the x-axis label + Format the x-axis label. Parameters ---------- diff --git a/forestplot/plot.py b/forestplot/plot.py index b9fefb3..1ec8f06 100644 --- a/forestplot/plot.py +++ b/forestplot/plot.py @@ -1,39 +1,43 @@ -import pandas as pd -from typing import Optional, List, Union, Tuple, Sequence, Any +"""Main functions to plot the forest plots.""" +from typing import Any, List, Optional, Sequence, Tuple, Union + import numpy as np +import pandas as pd np.seterr(all="ignore") import matplotlib.pyplot as plt +from matplotlib import rcParams from matplotlib.pyplot import Axes + from forestplot.arg_validators import check_data -from forestplot.text_utils import form_est_ci -from forestplot.text_utils import normalize_varlabels -from forestplot.text_utils import indent_nongroupvar -from forestplot.text_utils import format_varlabels -from forestplot.text_utils import star_pval -from forestplot.text_utils import prep_annote -from forestplot.text_utils import prep_rightannnote -from forestplot.text_utils import make_tableheaders -from forestplot.dataframe_utils import insert_groups -from forestplot.dataframe_utils import sort_groups -from forestplot.dataframe_utils import sort_data -from forestplot.dataframe_utils import reverse_dataframe -from forestplot.graph_utils import right_flush_yticklabels -from forestplot.graph_utils import draw_pval_right -from forestplot.graph_utils import draw_ylabel1 -from forestplot.graph_utils import format_xlabel -from forestplot.graph_utils import format_tableheader -from forestplot.graph_utils import draw_yticklabel2 -from forestplot.graph_utils import remove_ticks -from forestplot.graph_utils import format_grouplabels -from forestplot.graph_utils import draw_ci -from forestplot.graph_utils import draw_est_markers -from forestplot.graph_utils import draw_ref_xline -from forestplot.graph_utils import despineplot -from forestplot.graph_utils import format_xticks -from forestplot.graph_utils import draw_alt_row_colors -from forestplot.graph_utils import draw_tablelines -from matplotlib import rcParams +from forestplot.dataframe_utils import insert_groups, reverse_dataframe, sort_data, sort_groups +from forestplot.graph_utils import ( + despineplot, + draw_alt_row_colors, + draw_ci, + draw_est_markers, + draw_pval_right, + draw_ref_xline, + draw_tablelines, + draw_ylabel1, + draw_yticklabel2, + format_grouplabels, + format_tableheader, + format_xlabel, + format_xticks, + remove_ticks, + right_flush_yticklabels, +) +from forestplot.text_utils import ( + form_est_ci, + format_varlabels, + indent_nongroupvar, + make_tableheaders, + normalize_varlabels, + prep_annote, + prep_rightannnote, + star_pval, +) rcParams["font.monospace"] = [ "Lucida Sans Typewriter", @@ -284,6 +288,7 @@ def _preprocess_dataframe( pval=pval, starpval=starpval, decimal_precision=decimal_precision, + **kwargs, ) if annote is None: # Form ytickers = formatted variable labels dataframe = format_varlabels( @@ -425,5 +430,9 @@ def _make_forestplot( right_annoteheaders=right_annoteheaders, ax=ax, ) - ax.set_ylim(-0.5, ax.get_ylim()[1] - 1) + if annoteheaders or right_annoteheaders: + negative_padding = 1.0 + else: + negative_padding = 0.5 + ax.set_ylim(-0.5, ax.get_ylim()[1] - negative_padding) return ax diff --git a/forestplot/text_utils.py b/forestplot/text_utils.py index 9b8560d..c5d0025 100644 --- a/forestplot/text_utils.py +++ b/forestplot/text_utils.py @@ -1,8 +1,11 @@ -import pandas as pd +"""Holds functions to prepare the strings and text in the dataframe.""" +from typing import Any, Optional, Sequence, Union + import numpy as np -from typing import Union, Optional, Sequence, Any -from forestplot.dataframe_utils import insert_empty_row +import pandas as pd + from forestplot.arg_validators import check_iterables_samelen +from forestplot.dataframe_utils import insert_empty_row def form_est_ci( @@ -14,9 +17,9 @@ def form_est_ci( caps: Union[tuple, list, str] = "()", connector: str = " to ", ) -> pd.core.frame.DataFrame: - """ - Form the estimated effect sizes and corresponding confidence intervals as a formatted column. - (Creating only on demand.) + """Form the estimated effect sizes and corresponding confidence intervals as a formatted column. + + Creating only on demand. Parameters ---------- @@ -64,12 +67,11 @@ def star_pval( pval: str, starpval: bool, decimal_precision: int, - thresholds: Union[list, tuple] = (0.01, 0.05, 0.1), - symbols: Union[list, tuple] = ("***", "**", "*"), + **kwargs: Any, ) -> pd.core.frame.DataFrame: - """ - Star the p-values according to the thresholds and symbols. - (Creating only on demand.) + """Star the p-values according to the thresholds and symbols. + + Creating only on demand. Parameters ---------- @@ -94,6 +96,9 @@ def star_pval( pd.core.frame.DataFrame with additional column for 'formatted_pval'. """ if pval is not None: + thresholds = kwargs.get("thresholds", (0.01, 0.05, 0.1)) + symbols = kwargs.get("symbols", ("***", "**", "*")) + check_iterables_samelen(thresholds, symbols) for ix, row in dataframe.iterrows(): val = row[pval] @@ -118,9 +123,9 @@ def indent_nongroupvar( groupvar: str, varindent: int = 2, ) -> pd.core.frame.DataFrame: - """ - Indent the non-group variable labels when the 'form_ci_report' option is switched off. - (Creating only on demand.) + """Indent the non-group variable labels when the 'form_ci_report' option is switched off. + + Creating only on demand. Parameters ---------- @@ -197,10 +202,9 @@ def format_varlabels( groupvar: Union[str, None], extrapad: int = 2, ) -> pd.core.frame.DataFrame: - """ - Format the yticklabels as normalized variable labels + estimate + confidence interval if - form_ci_report = True. If form_ci_report = False, then just use the variable label. - (Creating only on demand.) + """Format the yticklabels as normalized variable labels + estimate + confidence interval if form_ci_report = True. If form_ci_report = False, then just use the variable label. + + Creating only on demand. Parameters ---------- @@ -322,9 +326,9 @@ def prep_annote( groupvar: str, **kwargs: Any, ) -> pd.core.frame.DataFrame: - """ - Prepare the additional columns to be printed as annotations. - (Creating only on demand.) + """Prepare the additional columns to be printed as annotations. + + Creating only on demand. Parameters ---------- @@ -392,9 +396,9 @@ def prep_rightannnote( groupvar: str, **kwargs: Any, ) -> pd.core.frame.DataFrame: - """ - Prepare the additional columns to be printed as annotations on the right. - (Creating only on demand.) + """Prepare the additional columns to be printed as annotations on the right. + + Creating only on demand. Parameters ---------- @@ -465,10 +469,9 @@ def make_tableheaders( right_annoteheaders: Optional[Union[Sequence[str], None]], **kwargs: Any, ) -> pd.core.frame.DataFrame: - """ - Make the table headers from 'annoteheaders' and 'right_annoteheaders' as a row in the - dataframe. - (Creating only on demand.) + """Make the table headers from 'annoteheaders' and 'right_annoteheaders' as a row in the dataframe. + + Creating only on demand. Parameters ---------- diff --git a/requirements_dev.txt b/requirements_dev.txt index 4f486d0..330141c 100644 --- a/requirements_dev.txt +++ b/requirements_dev.txt @@ -11,6 +11,7 @@ pytest black flake8 mypy +isort # package in local install -e . diff --git a/setup.py b/setup.py index 159358b..933e6ea 100644 --- a/setup.py +++ b/setup.py @@ -1,15 +1,16 @@ #!/usr/bin/env python # -*- coding: utf-8 -*- -from setuptools import setup +"""Setup for PyPI.""" +from setuptools import setup with open("README.md", "r") as fh: LONG_DESCRIPTION = fh.read() -install_requires = ["pandas", "numpy", "matplotlib"] +install_requires = ["pandas", "numpy", "matplotlib", "matplotlib-inline<=0.1.3"] setup( name="forestplot", - version="0.2.1", + version="0.2.2", license="MIT", author="Lucas Shen", author_email="lucas@lucasshen.com", diff --git a/tests/__init__.py b/tests/__init__.py index e69de29..14e8999 100644 --- a/tests/__init__.py +++ b/tests/__init__.py @@ -0,0 +1 @@ +"""Init.""" diff --git a/tests/regressiontests.ipynb b/tests/regressiontests.ipynb new file mode 100644 index 0000000..3d91d77 --- /dev/null +++ b/tests/regressiontests.ipynb @@ -0,0 +1,729 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "dc021ba9", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:36:20.261899Z", + "start_time": "2023-02-09T05:36:19.209656Z" + } + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import forestplot as fp" + ] + }, + { + "cell_type": "markdown", + "id": "0414c2f2", + "metadata": {}, + "source": [ + "## Top of plot should not be getting cut off\n", + "See issue [#47](https://github.com/LSYS/forestplot/issues/47)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3679298e", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:36:20.277904Z", + "start_time": "2023-02-09T05:36:20.262901Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " varname or low high\n", + "0 a 1.761471 0.926563 3.022285\n", + "1 b 1.443660 0.517059 3.130794\n", + "2 c 1.525227 0.603459 3.082003\n", + "3 d 0.895682 0.463703 1.660016\n", + "4 e 4.025670 1.196941 8.932753\n", + "5 f 1.086105 0.555171 2.045735" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(\"../examples/data/regression1.csv\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "131c911c", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:36:20.389928Z", + "start_time": "2023-02-09T05:36:20.278904Z" + }, + "code_folding": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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nrCI95%p-valBF10powervarhlllmoerrorgrouplabel
07060.090373[0.02 0.16]1.630887e-028.390000e-010.67age0.160.020.069627agein years
17060.048081[-0.03 0.12]2.019484e-011.060000e-010.25clerical0.12-0.030.071919occupation=1 if clerical worker
27060.041229[-0.03 0.11]2.739475e-018.600000e-020.19construc0.11-0.030.068771occupation=1 if construction worker
3706-0.095004[-0.17 -0.02]1.155151e-021.137000e+000.72educ-0.02-0.170.075004labor factorsyears of schooling
4706-0.102825[-0.18 -0.03]6.246660e-031.967000e+000.78gdhlth-0.03-0.180.072825health factors=1 if in good or excel. health
5706-0.066997[-0.14 0.01]7.524015e-022.290000e-010.43smsa0.01-0.140.076997area of residence=1 if live in smsa
6706-0.035909[-0.11 0.04]3.407214e-017.400000e-020.16male0.04-0.110.075909other factors=1 if male
77060.027147[-0.05 0.1 ]4.714176e-016.100000e-020.11prot0.10-0.050.072853other factors=1 if Protestant
87060.001782[-0.07 0.08]9.623058e-014.700000e-020.05selfe0.08-0.070.078218labor factors=1 if self employed
97060.078600[0. 0.15]3.679946e-024.150000e-010.55south0.150.000.071400area of residence=1 if live in south
107060.007881[-0.07 0.08]8.344125e-014.800000e-020.06spsepay0.08-0.070.072119other factorsspousal wage income
11706-0.321384[-0.39 -0.25]1.994095e-181.961000e+151.00totwrk-0.25-0.390.071384labor factorsmins worked per week
12706-0.013262[-0.09 0.06]7.250012e-015.000000e-020.06yngkid0.06-0.090.073262family factors=1 if children < 3 present
137060.063997[-0.01 0.14]8.928507e-021.990000e-010.40yrsmarr0.14-0.010.076003family factorsyears married
14532-0.049450[-0.13 0.04]2.548774e-011.040000e-010.21hrwage0.04-0.130.089450labor factorshourly wage
\n", + "
" + ], + "text/plain": [ + " n r CI95% p-val BF10 power var \\\n", + "0 706 0.090373 [0.02 0.16] 1.630887e-02 8.390000e-01 0.67 age \n", + "1 706 0.048081 [-0.03 0.12] 2.019484e-01 1.060000e-01 0.25 clerical \n", + "2 706 0.041229 [-0.03 0.11] 2.739475e-01 8.600000e-02 0.19 construc \n", + "3 706 -0.095004 [-0.17 -0.02] 1.155151e-02 1.137000e+00 0.72 educ \n", + "4 706 -0.102825 [-0.18 -0.03] 6.246660e-03 1.967000e+00 0.78 gdhlth \n", + "5 706 -0.066997 [-0.14 0.01] 7.524015e-02 2.290000e-01 0.43 smsa \n", + "6 706 -0.035909 [-0.11 0.04] 3.407214e-01 7.400000e-02 0.16 male \n", + "7 706 0.027147 [-0.05 0.1 ] 4.714176e-01 6.100000e-02 0.11 prot \n", + "8 706 0.001782 [-0.07 0.08] 9.623058e-01 4.700000e-02 0.05 selfe \n", + "9 706 0.078600 [0. 0.15] 3.679946e-02 4.150000e-01 0.55 south \n", + "10 706 0.007881 [-0.07 0.08] 8.344125e-01 4.800000e-02 0.06 spsepay \n", + "11 706 -0.321384 [-0.39 -0.25] 1.994095e-18 1.961000e+15 1.00 totwrk \n", + "12 706 -0.013262 [-0.09 0.06] 7.250012e-01 5.000000e-02 0.06 yngkid \n", + "13 706 0.063997 [-0.01 0.14] 8.928507e-02 1.990000e-01 0.40 yrsmarr \n", + "14 532 -0.049450 [-0.13 0.04] 2.548774e-01 1.040000e-01 0.21 hrwage \n", + "\n", + " hl ll moerror group label \n", + "0 0.16 0.02 0.069627 age in years \n", + "1 0.12 -0.03 0.071919 occupation =1 if clerical worker \n", + "2 0.11 -0.03 0.068771 occupation =1 if construction worker \n", + "3 -0.02 -0.17 0.075004 labor factors years of schooling \n", + "4 -0.03 -0.18 0.072825 health factors =1 if in good or excel. health \n", + "5 0.01 -0.14 0.076997 area of residence =1 if live in smsa \n", + "6 0.04 -0.11 0.075909 other factors =1 if male \n", + "7 0.10 -0.05 0.072853 other factors =1 if Protestant \n", + "8 0.08 -0.07 0.078218 labor factors =1 if self employed \n", + "9 0.15 0.00 0.071400 area of residence =1 if live in south \n", + "10 0.08 -0.07 0.072119 other factors spousal wage income \n", + "11 -0.25 -0.39 0.071384 labor factors mins worked per week \n", + "12 0.06 -0.09 0.073262 family factors =1 if children < 3 present \n", + "13 0.14 -0.01 0.076003 family factors years married \n", + "14 0.04 -0.13 0.089450 labor factors hourly wage " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(\"../examples/data/sleep.csv\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "4118c322", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:36:20.549969Z", + "start_time": "2023-02-09T05:36:20.406933Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fp.forestplot(df, # the dataframe with results data\n", + " estimate=\"r\", # col containing estimated effect size \n", + " ll=\"ll\", hl=\"hl\", # columns containing conf. int. lower and higher limits\n", + " varlabel=\"label\", # column containing variable label\n", + " ylabel=\"Confidence interval\", # y-label title\n", + " xlabel=\"Pearson correlation\", # x-label title\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "955c9624", + "metadata": {}, + "source": [ + "## Kwargs for p-value thresholds and symbols should be respected" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "9c01b4d7", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:36:20.950060Z", + "start_time": "2023-02-09T05:36:20.550970Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fp.forestplot(df, # the dataframe with results data\n", + " estimate=\"r\", # col containing estimated effect size \n", + " ll=\"ll\", hl=\"hl\", # columns containing conf. int. lower and higher limits\n", + " varlabel=\"label\", # column containing variable label\n", + " pval=\"p-val\", # Column of p-value to be reported on right\n", + " decimal_precision=3,\n", + " symbols=(\"$^a$\", \"$^b$\", \"$^c$\"),\n", + " thresholds=(0.001, 0.01, 0.05)\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "be70e5cb", + "metadata": {}, + "source": [ + "## CI label and P-value label should have same height fontsize" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "0a557750", + "metadata": { + "ExecuteTime": { + "end_time": "2023-02-09T05:36:21.142103Z", + "start_time": "2023-02-09T05:36:20.951060Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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load_data, + insert_empty_row, insert_groups, - sort_groups, - sort_data, + load_data, reverse_dataframe, - insert_empty_row, + sort_data, + sort_groups, ) -import pandas as pd -import numpy as np -from pandas.testing import assert_series_equal -from pandas.testing import assert_frame_equal def test_load_data(): diff --git a/tests/test_graph_utils.py b/tests/test_graph_utils.py index d994fe9..c7cd80c 100644 --- a/tests/test_graph_utils.py +++ b/tests/test_graph_utils.py @@ -1,24 +1,27 @@ import warnings warnings.filterwarnings("ignore") -import pandas as pd import matplotlib.pyplot as plt +import pandas as pd from matplotlib.pyplot import Axes -from forestplot.graph_utils import draw_ci -from forestplot.graph_utils import draw_est_markers -from forestplot.graph_utils import draw_ref_xline -from forestplot.graph_utils import right_flush_yticklabels -from forestplot.graph_utils import draw_pval_right -from forestplot.graph_utils import draw_yticklabel2 -from forestplot.graph_utils import draw_ylabel1 -from forestplot.graph_utils import remove_ticks -from forestplot.graph_utils import format_grouplabels -from forestplot.graph_utils import despineplot -from forestplot.graph_utils import format_tableheader -from forestplot.graph_utils import format_xlabel -from forestplot.graph_utils import format_xticks -from forestplot.graph_utils import draw_alt_row_colors -from forestplot.graph_utils import draw_tablelines + +from forestplot.graph_utils import ( + despineplot, + draw_alt_row_colors, + draw_ci, + draw_est_markers, + draw_pval_right, + draw_ref_xline, + draw_tablelines, + draw_ylabel1, + draw_yticklabel2, + format_grouplabels, + format_tableheader, + format_xlabel, + format_xticks, + remove_ticks, + right_flush_yticklabels, +) x, y = [0, 1, 2], [0, 1, 2] str_vector = ["a", "b", "c"] diff --git a/tests/test_plot.py b/tests/test_plot.py index be4af1a..39bbc2d 100644 --- a/tests/test_plot.py +++ b/tests/test_plot.py @@ -1,9 +1,10 @@ #!/usr/bin/env python # coding: utf-8 import pandas as pd -from forestplot import forestplot from matplotlib.pyplot import Axes +from forestplot import forestplot + dataname = "sleep" data = f"https://raw.githubusercontent.com/lsys/pyforestplot/main/examples/data/{dataname}.csv" df = pd.read_csv(data).assign(n=lambda df: df["n"].map(str)) diff --git a/tests/test_text_utils.py b/tests/test_text_utils.py index 807fd9d..a536e6c 100644 --- a/tests/test_text_utils.py +++ b/tests/test_text_utils.py @@ -1,21 +1,21 @@ -import pytest -import pandas as pd import numpy as np +import pandas as pd +import pytest +from pandas.testing import assert_frame_equal, assert_series_equal + from forestplot.text_utils import ( + _get_max_varlen, + _remove_est_ci, + _right_justify_num, form_est_ci, - star_pval, + format_varlabels, indent_nongroupvar, + make_tableheaders, normalize_varlabels, - format_varlabels, prep_annote, prep_rightannnote, - make_tableheaders, - _get_max_varlen, - _right_justify_num, - _remove_est_ci, + star_pval, ) -from pandas.testing import assert_frame_equal -from pandas.testing import assert_series_equal def test_star_pval():