diff --git a/docs/gallery.md b/docs/gallery.md index 89eaa2a..7ce7a01 100644 --- a/docs/gallery.md +++ b/docs/gallery.md @@ -16,7 +16,11 @@ [![](./gallery/figures/specifying_node_color.png)](./specifying_node_color/) -### [Dual row figures](.//two_rows/) +### [Specifying colormaps](./node_cmap/) + +[![](./gallery/figures/node_cmap.png)](./node_cmap/) + +### [Dual row figures](./two_rows/) [![](./gallery/figures/rows1.png)](./two_rows/) diff --git a/docs/gallery/jupytext.toml b/docs/gallery/.jupytext.toml similarity index 100% rename from docs/gallery/jupytext.toml rename to docs/gallery/.jupytext.toml diff --git a/docs/gallery/figures/node_cmap.png b/docs/gallery/figures/node_cmap.png new file mode 100644 index 0000000..e4e993f Binary files /dev/null and b/docs/gallery/figures/node_cmap.png differ diff --git a/docs/gallery/figures/specifying_node_color.png b/docs/gallery/figures/specifying_node_color.png new file mode 100644 index 0000000..1b27209 Binary files /dev/null and b/docs/gallery/figures/specifying_node_color.png differ diff --git a/docs/gallery/highlevel_size.py b/docs/gallery/highlevel_size.py index 818ad87..48616a5 100644 --- a/docs/gallery/highlevel_size.py +++ b/docs/gallery/highlevel_size.py @@ -1,19 +1,16 @@ -# %% [markdown] -""" -# Node properties: size - -Netplotbrain allows for specifying different figure properties by only specifyign the column name. - -Below we demonstrate how node_size can change based on different columns in the nodes dataframe. - -The key lines of code here are when: - -`node_size='centrality_measure1'` - -and - -`node_size='centrality_measure2'` - -These columns could be called anything such as "module_degree_zscore" or "efficiency" - -""" +# +# # Node properties: size +# +# Netplotbrain allows for specifying different figure properties by only specifyign the column name. +# +# Below we demonstrate how node_size can change based on different columns in the nodes dataframe. +# +# The key lines of code here are when: +# +# `node_size='centrality_measure1'` +# +# and +# +# `node_size='centrality_measure2'` +# +# These columns could be called anything such as "module_degree_zscore" or "efficiency" diff --git a/docs/gallery/infant.ipynb b/docs/gallery/infant.ipynb index ca5f3a0..8d04825 100644 --- a/docs/gallery/infant.ipynb +++ b/docs/gallery/infant.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bf0424a7", + "id": "49751e43", "metadata": {}, "source": [ " \n", @@ -20,32 +20,42 @@ { "cell_type": "code", "execution_count": 1, - "id": "5cef883a", + "id": "4061ea84", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:25:09.784534Z", - "iopub.status.busy": "2022-11-21T19:25:09.783941Z", - "iopub.status.idle": "2022-11-21T19:25:13.122151Z", - "shell.execute_reply": "2022-11-21T19:25:13.121817Z" + "iopub.execute_input": "2022-11-30T20:29:09.984026Z", + "iopub.status.busy": "2022-11-30T20:29:09.983633Z", + "iopub.status.idle": "2022-11-30T20:29:16.340146Z", + "shell.execute_reply": "2022-11-30T20:29:16.339754Z" } }, "outputs": [ { - "ename": "FileNotFoundError", - "evalue": "[Errno 2] No such file or directory: './examples/example_nodes.tsv'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn [1], line 6\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpd\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# Load example data \u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m nodes \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m./examples/example_nodes.tsv\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;130;43;01m\\t\u001b[39;49;00m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex_col\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 7\u001b[0m edges \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m./examples/example_edges.tsv\u001b[39m\u001b[38;5;124m'\u001b[39m, sep\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;124m'\u001b[39m, index_col\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m)\n\u001b[1;32m 9\u001b[0m \u001b[38;5;66;03m# Rescale example node data to fit template\u001b[39;00m\n", - "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/pandas/util/_decorators.py:311\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments..decorate..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 305\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[1;32m 306\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 307\u001b[0m msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39marguments),\n\u001b[1;32m 308\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[1;32m 309\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mstacklevel,\n\u001b[1;32m 310\u001b[0m )\n\u001b[0;32m--> 311\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/pandas/io/parsers/readers.py:680\u001b[0m, in \u001b[0;36mread_csv\u001b[0;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, encoding_errors, dialect, error_bad_lines, warn_bad_lines, on_bad_lines, delim_whitespace, low_memory, memory_map, float_precision, storage_options)\u001b[0m\n\u001b[1;32m 665\u001b[0m kwds_defaults \u001b[38;5;241m=\u001b[39m _refine_defaults_read(\n\u001b[1;32m 666\u001b[0m dialect,\n\u001b[1;32m 667\u001b[0m delimiter,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 676\u001b[0m defaults\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelimiter\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m},\n\u001b[1;32m 677\u001b[0m )\n\u001b[1;32m 678\u001b[0m kwds\u001b[38;5;241m.\u001b[39mupdate(kwds_defaults)\n\u001b[0;32m--> 680\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_read\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/pandas/io/parsers/readers.py:575\u001b[0m, in \u001b[0;36m_read\u001b[0;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[1;32m 572\u001b[0m _validate_names(kwds\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnames\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m))\n\u001b[1;32m 574\u001b[0m \u001b[38;5;66;03m# Create the parser.\u001b[39;00m\n\u001b[0;32m--> 575\u001b[0m parser \u001b[38;5;241m=\u001b[39m \u001b[43mTextFileReader\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 577\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m chunksize \u001b[38;5;129;01mor\u001b[39;00m iterator:\n\u001b[1;32m 578\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m parser\n", - "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/pandas/io/parsers/readers.py:933\u001b[0m, in \u001b[0;36mTextFileReader.__init__\u001b[0;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[1;32m 930\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptions[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m kwds[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 932\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles: IOHandles \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m--> 933\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_engine\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/pandas/io/parsers/readers.py:1217\u001b[0m, in \u001b[0;36mTextFileReader._make_engine\u001b[0;34m(self, f, engine)\u001b[0m\n\u001b[1;32m 1213\u001b[0m mode \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1214\u001b[0m \u001b[38;5;66;03m# error: No overload variant of \"get_handle\" matches argument types\u001b[39;00m\n\u001b[1;32m 1215\u001b[0m \u001b[38;5;66;03m# \"Union[str, PathLike[str], ReadCsvBuffer[bytes], ReadCsvBuffer[str]]\"\u001b[39;00m\n\u001b[1;32m 1216\u001b[0m \u001b[38;5;66;03m# , \"str\", \"bool\", \"Any\", \"Any\", \"Any\", \"Any\", \"Any\"\u001b[39;00m\n\u001b[0;32m-> 1217\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;241m=\u001b[39m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# type: ignore[call-overload]\u001b[39;49;00m\n\u001b[1;32m 1218\u001b[0m \u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1219\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1220\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1221\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcompression\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1222\u001b[0m \u001b[43m \u001b[49m\u001b[43mmemory_map\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmemory_map\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1223\u001b[0m \u001b[43m \u001b[49m\u001b[43mis_text\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mis_text\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1224\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding_errors\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstrict\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1225\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstorage_options\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1226\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1227\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 1228\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles\u001b[38;5;241m.\u001b[39mhandle\n", - "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/pandas/io/common.py:789\u001b[0m, in \u001b[0;36mget_handle\u001b[0;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[1;32m 784\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(handle, \u001b[38;5;28mstr\u001b[39m):\n\u001b[1;32m 785\u001b[0m \u001b[38;5;66;03m# Check whether the filename is to be opened in binary mode.\u001b[39;00m\n\u001b[1;32m 786\u001b[0m \u001b[38;5;66;03m# Binary mode does not support 'encoding' and 'newline'.\u001b[39;00m\n\u001b[1;32m 787\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mencoding \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mmode:\n\u001b[1;32m 788\u001b[0m \u001b[38;5;66;03m# Encoding\u001b[39;00m\n\u001b[0;32m--> 789\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[1;32m 790\u001b[0m \u001b[43m \u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 791\u001b[0m \u001b[43m \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 792\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 793\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 794\u001b[0m \u001b[43m \u001b[49m\u001b[43mnewline\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 795\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 796\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 797\u001b[0m \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[1;32m 798\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(handle, ioargs\u001b[38;5;241m.\u001b[39mmode)\n", - "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: './examples/example_nodes.tsv'" - ] + "data": { + "text/plain": [ + "(
,\n", + " [,\n", + " ,\n", + " ,\n", + " ,\n", + " ])" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ diff --git a/docs/gallery/nbs.ipynb b/docs/gallery/nbs.ipynb index 009bda8..24e1a22 100644 --- a/docs/gallery/nbs.ipynb +++ b/docs/gallery/nbs.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "830d1733", + "id": "131b5a8f", "metadata": {}, "source": [ " \n", @@ -18,13 +18,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "2c49e71a", + "id": "7e308e44", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:25:18.990237Z", - "iopub.status.busy": "2022-11-21T19:25:18.989856Z", - "iopub.status.idle": "2022-11-21T19:25:21.697456Z", - "shell.execute_reply": "2022-11-21T19:25:21.697057Z" + "iopub.execute_input": "2022-11-30T20:29:18.795887Z", + "iopub.status.busy": "2022-11-30T20:29:18.795542Z", + "iopub.status.idle": "2022-11-30T20:29:21.882254Z", + "shell.execute_reply": "2022-11-30T20:29:21.881852Z" } }, "outputs": [], @@ -37,7 +37,7 @@ }, { "cell_type": "markdown", - "id": "9092db8a", + "id": "19ca67b9", "metadata": { "cell_marker": "\"\"\"", "lines_to_next_cell": 1 @@ -60,13 +60,13 @@ { "cell_type": "code", "execution_count": 2, - "id": "eb5eff08", + "id": "ac40566a", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:25:21.699595Z", - "iopub.status.busy": "2022-11-21T19:25:21.699466Z", - "iopub.status.idle": "2022-11-21T19:25:21.730218Z", - "shell.execute_reply": "2022-11-21T19:25:21.729842Z" + "iopub.execute_input": "2022-11-30T20:29:21.884498Z", + "iopub.status.busy": "2022-11-30T20:29:21.884397Z", + "iopub.status.idle": "2022-11-30T20:29:21.916408Z", + "shell.execute_reply": "2022-11-30T20:29:21.916013Z" } }, "outputs": [], @@ -117,7 +117,7 @@ }, { "cell_type": "markdown", - "id": "fc9e7272", + "id": "5b3173c1", "metadata": { "cell_marker": "\"\"\"" }, @@ -131,13 +131,13 @@ { "cell_type": "code", "execution_count": 3, - "id": "c5ec78f7", + "id": "f6355ba9", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:25:21.732252Z", - "iopub.status.busy": "2022-11-21T19:25:21.732121Z", - "iopub.status.idle": "2022-11-21T19:25:38.454802Z", - "shell.execute_reply": "2022-11-21T19:25:38.454369Z" + "iopub.execute_input": "2022-11-30T20:29:21.918391Z", + "iopub.status.busy": "2022-11-30T20:29:21.918264Z", + "iopub.status.idle": "2022-11-30T20:29:54.475747Z", + "shell.execute_reply": "2022-11-30T20:29:54.474624Z" } }, "outputs": [ @@ -170,7 +170,7 @@ }, { "cell_type": "markdown", - "id": "27a5f78d", + "id": "f7f3c6ce", "metadata": { "cell_marker": "\"\"\"" }, @@ -182,13 +182,13 @@ { "cell_type": "code", "execution_count": 4, - "id": "9071a3fb", + "id": "5d2aeeb2", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:25:38.456583Z", - "iopub.status.busy": "2022-11-21T19:25:38.456483Z", - "iopub.status.idle": "2022-11-21T19:25:38.592342Z", - "shell.execute_reply": "2022-11-21T19:25:38.591810Z" + "iopub.execute_input": "2022-11-30T20:29:54.480740Z", + "iopub.status.busy": "2022-11-30T20:29:54.479862Z", + "iopub.status.idle": "2022-11-30T20:29:55.237798Z", + "shell.execute_reply": "2022-11-30T20:29:55.236976Z" } }, "outputs": [ @@ -204,7 +204,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -227,7 +227,7 @@ }, { "cell_type": "markdown", - "id": "d237bee9", + "id": "5575cccd", "metadata": { "cell_marker": "\"\"\"" }, @@ -241,19 +241,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "b136230a", + "id": "4b00b448", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:25:38.594066Z", - "iopub.status.busy": "2022-11-21T19:25:38.593964Z", - "iopub.status.idle": "2022-11-21T19:25:59.905106Z", - "shell.execute_reply": "2022-11-21T19:25:59.904639Z" + "iopub.execute_input": "2022-11-30T20:29:55.242124Z", + "iopub.status.busy": "2022-11-30T20:29:55.241693Z", + "iopub.status.idle": "2022-11-30T20:30:43.523691Z", + "shell.execute_reply": "2022-11-30T20:30:43.523147Z" } }, "outputs": [ { "data": { - "image/png": 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\n", 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" ] @@ -283,7 +283,7 @@ }, { "cell_type": "markdown", - "id": "cdb026b1", + "id": "95133e47", "metadata": { "cell_marker": "\"\"\"" }, diff --git a/docs/gallery/node_cmap.ipynb b/docs/gallery/node_cmap.ipynb new file mode 100644 index 0000000..e1a02eb --- /dev/null +++ b/docs/gallery/node_cmap.ipynb @@ -0,0 +1,418 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7072657e", + "metadata": {}, + "source": [ + " \n", + "# Specifying node colormaps\n", + "\n", + "[Open interactive notebook in Binder](https://mybinder.org/v2/gh/wiheto/netplotbrain/main?filepath=docs/gallery/node_cmap.ipynb)\n", + "\n", + "See [example about colors for different way the color columns in the dataframe can be specified](https://www.netplotbrain.org/gallery/specifying_node_color/) \n", + "\n", + "There are two different ways to specify colormaps. This holds for both nodes (node_cmap) edges (edge_cmap)\n", + "\n", + "The first way entails that you specify a matplotlib colormap (e.g. Set1, Inferno, (see options [here](https://matplotlib.org/stable/tutorials/colors/colormaps.html)) \n", + "\n", + "The second way is to provide a list of matplotlib colors to create your own colormap (see named color options [here](https://matplotlib.org/stable/gallery/color/named_colors.html))\n", + "\n", + "This notebook will shows an example of each of these. We will use 100 ROIs from the Schaefer atlas and color the 7 Yeo networks" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e2ccbd17", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:30:52.411604Z", + "iopub.status.busy": "2022-11-30T20:30:52.411142Z", + "iopub.status.idle": "2022-11-30T20:30:58.843679Z", + "shell.execute_reply": "2022-11-30T20:30:58.843230Z" + } + }, + "outputs": [], + "source": [ + "# Import necessary packages \n", + "import netplotbrain\n", + "import pandas as pd\n", + "import templateflow.api as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c15f39fc", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:30:58.845913Z", + "iopub.status.busy": "2022-11-30T20:30:58.845799Z", + "iopub.status.idle": "2022-11-30T20:30:58.866560Z", + "shell.execute_reply": "2022-11-30T20:30:58.866153Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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indexnamecolor
017Networks_LH_Vis_1#781283
127Networks_LH_Vis_2#781284
237Networks_LH_Vis_3#781285
347Networks_LH_Vis_4#781287
457Networks_LH_Vis_5#781288
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" + ], + "text/plain": [ + " index name color\n", + "0 1 7Networks_LH_Vis_1 #781283\n", + "1 2 7Networks_LH_Vis_2 #781284\n", + "2 3 7Networks_LH_Vis_3 #781285\n", + "3 4 7Networks_LH_Vis_4 #781287\n", + "4 5 7Networks_LH_Vis_5 #781288" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load templateflow information about the Schaefer atlas\n", + "atlasinfo = tf.get(template='MNI152NLin2009cAsym',\n", + " atlas='Schaefer2018',\n", + " desc='100Parcels7Networks',\n", + " extension='.tsv')\n", + "atlas_df = pd.read_csv(str(atlasinfo), sep='\\t')\n", + "atlas_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "efdf26cd", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:30:58.868324Z", + "iopub.status.busy": "2022-11-30T20:30:58.868200Z", + "iopub.status.idle": "2022-11-30T20:30:58.874647Z", + "shell.execute_reply": "2022-11-30T20:30:58.874334Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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indexnamecolornetwork
017Networks_LH_Vis_1#781283Vis
127Networks_LH_Vis_2#781284Vis
237Networks_LH_Vis_3#781285Vis
347Networks_LH_Vis_4#781287Vis
457Networks_LH_Vis_5#781288Vis
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" + ], + "text/plain": [ + " index name color network\n", + "0 1 7Networks_LH_Vis_1 #781283 Vis\n", + "1 2 7Networks_LH_Vis_2 #781284 Vis\n", + "2 3 7Networks_LH_Vis_3 #781285 Vis\n", + "3 4 7Networks_LH_Vis_4 #781287 Vis\n", + "4 5 7Networks_LH_Vis_5 #781288 Vis" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create a column called \"network\" by extracting the relevant information from the column \"name\"\n", + "atlas_df['network'] = list(map(lambda x: x.split('_')[2], atlas_df.name.values))\n", + "atlas_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1bc50bf3", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:30:58.876327Z", + "iopub.status.busy": "2022-11-30T20:30:58.876071Z", + "iopub.status.idle": "2022-11-30T20:30:58.878147Z", + "shell.execute_reply": "2022-11-30T20:30:58.877846Z" + } + }, + "outputs": [], + "source": [ + "# Create custom colormap\n", + "node_cmap = ['blue', 'red', 'green', 'black', 'purple', 'yellow', 'orange']" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e2ef72cc", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:30:58.879821Z", + "iopub.status.busy": "2022-11-30T20:30:58.879597Z", + "iopub.status.idle": "2022-11-30T20:30:58.881669Z", + "shell.execute_reply": "2022-11-30T20:30:58.881382Z" + } + }, + "outputs": [], + "source": [ + "# Define the TemplateFlow parcels that we want to plot \n", + "nodes = {'template': 'MNI152NLin2009cAsym',\n", + " 'atlas': 'Schaefer2018',\n", + " 'desc': '100Parcels7Networks',\n", + " 'resolution': 1}" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a80ddcd2", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:30:58.883281Z", + "iopub.status.busy": "2022-11-30T20:30:58.883109Z", + "iopub.status.idle": "2022-11-30T20:31:40.288575Z", + "shell.execute_reply": "2022-11-30T20:31:40.288011Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
, [, ])" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot with a the Set2 colormap\n", + "netplotbrain.plot(nodes=nodes, \n", + " node_type='parcels', \n", + " nodes_df=atlas_df, \n", + " node_color='network', \n", + " node_cmap='Set2')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2b7d4adf", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:31:40.290983Z", + "iopub.status.busy": "2022-11-30T20:31:40.290775Z", + "iopub.status.idle": "2022-11-30T20:31:40.293491Z", + "shell.execute_reply": "2022-11-30T20:31:40.292975Z" + } + }, + "outputs": [], + "source": [ + "# Create custom colormap\n", + "node_cmap = ['blue', 'red', 'green', 'black', 'purple', 'yellow', 'orange']" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c1930520", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:31:40.295831Z", + "iopub.status.busy": "2022-11-30T20:31:40.295668Z", + "iopub.status.idle": "2022-11-30T20:31:46.958582Z", + "shell.execute_reply": "2022-11-30T20:31:46.958097Z" + } + }, + "outputs": [ + { + "ename": "ValueError", + "evalue": "'networks' is not a valid value for name; supported values are 'Accent', 'Accent_r', 'Blues', 'Blues_r', 'BrBG', 'BrBG_r', 'BuGn', 'BuGn_r', 'BuPu', 'BuPu_r', 'CMRmap', 'CMRmap_r', 'Dark2', 'Dark2_r', 'GnBu', 'GnBu_r', 'Greens', 'Greens_r', 'Greys', 'Greys_r', 'OrRd', 'OrRd_r', 'Oranges', 'Oranges_r', 'PRGn', 'PRGn_r', 'Paired', 'Paired_r', 'Pastel1', 'Pastel1_r', 'Pastel2', 'Pastel2_r', 'PiYG', 'PiYG_r', 'PuBu', 'PuBuGn', 'PuBuGn_r', 'PuBu_r', 'PuOr', 'PuOr_r', 'PuRd', 'PuRd_r', 'Purples', 'Purples_r', 'RdBu', 'RdBu_r', 'RdGy', 'RdGy_r', 'RdPu', 'RdPu_r', 'RdYlBu', 'RdYlBu_r', 'RdYlGn', 'RdYlGn_r', 'Reds', 'Reds_r', 'Set1', 'Set1_r', 'Set2', 'Set2_r', 'Set3', 'Set3_r', 'Spectral', 'Spectral_r', 'Wistia', 'Wistia_r', 'YlGn', 'YlGnBu', 'YlGnBu_r', 'YlGn_r', 'YlOrBr', 'YlOrBr_r', 'YlOrRd', 'YlOrRd_r', 'afmhot', 'afmhot_r', 'autumn', 'autumn_r', 'binary', 'binary_r', 'bone', 'bone_r', 'brg', 'brg_r', 'bwr', 'bwr_r', 'cividis', 'cividis_r', 'cool', 'cool_r', 'coolwarm', 'coolwarm_r', 'copper', 'copper_r', 'cubehelix', 'cubehelix_r', 'flag', 'flag_r', 'gist_earth', 'gist_earth_r', 'gist_gray', 'gist_gray_r', 'gist_heat', 'gist_heat_r', 'gist_ncar', 'gist_ncar_r', 'gist_rainbow', 'gist_rainbow_r', 'gist_stern', 'gist_stern_r', 'gist_yarg', 'gist_yarg_r', 'gnuplot', 'gnuplot2', 'gnuplot2_r', 'gnuplot_r', 'gray', 'gray_r', 'hot', 'hot_r', 'hsv', 'hsv_r', 'inferno', 'inferno_r', 'jet', 'jet_r', 'magma', 'magma_r', 'nipy_spectral', 'nipy_spectral_r', 'ocean', 'ocean_r', 'pink', 'pink_r', 'plasma', 'plasma_r', 'prism', 'prism_r', 'rainbow', 'rainbow_r', 'seismic', 'seismic_r', 'spring', 'spring_r', 'summer', 'summer_r', 'tab10', 'tab10_r', 'tab20', 'tab20_r', 'tab20b', 'tab20b_r', 'tab20c', 'tab20c_r', 'terrain', 'terrain_r', 'turbo', 'turbo_r', 'twilight', 'twilight_r', 'twilight_shifted', 'twilight_shifted_r', 'viridis', 'viridis_r', 'winter', 'winter_r'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn [8], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# Plot with a the custom colormap\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m \u001b[43mnetplotbrain\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mplot\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnodes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnodes\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43mnode_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mparcels\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 4\u001b[0m \u001b[43m \u001b[49m\u001b[43mnodes_df\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43matlas_df\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[43m \u001b[49m\u001b[43mnode_color\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mnetworks\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 6\u001b[0m \u001b[43m \u001b[49m\u001b[43mnode_cmap\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_cmap\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/packages/netplotbrain/netplotbrain/plot.py:212\u001b[0m, in \u001b[0;36mplot\u001b[0;34m(nodes, fig, ax, view, edge_weights, frames, edges, template, network, edge_color, node_size, node_color, node_type, hemisphere, highlight_nodes, highlight_edges, **kwargs)\u001b[0m\n\u001b[1;32m 209\u001b[0m _plot_nodes(ax, nodes_frame, node_color\u001b[38;5;241m=\u001b[39mnode_color,\n\u001b[1;32m 210\u001b[0m node_size\u001b[38;5;241m=\u001b[39mnode_size, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mprofile)\n\u001b[1;32m 211\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m node_type \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mparcels\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[0;32m--> 212\u001b[0m \u001b[43m_plot_parcels\u001b[49m\u001b[43m(\u001b[49m\u001b[43max\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnodeimg\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcmap\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_color\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 213\u001b[0m \u001b[43m \u001b[49m\u001b[43mhemisphere\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mhemi_frame\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mprofile\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 214\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m edges \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m viewtype[fi]\u001b[38;5;241m==\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 215\u001b[0m edges_frame \u001b[38;5;241m=\u001b[39m edges\u001b[38;5;241m.\u001b[39mcopy()\n", + "File \u001b[0;32m~/packages/netplotbrain/netplotbrain/plotting/plot_parcels.py:99\u001b[0m, in \u001b[0;36m_plot_parcels\u001b[0;34m(ax, img, cmap, hemisphere, **kwargs)\u001b[0m\n\u001b[1;32m 97\u001b[0m \u001b[38;5;66;03m# Create a nnode length (or longer) array which repeats colormap\u001b[39;00m\n\u001b[1;32m 98\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(cmap, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m---> 99\u001b[0m colors \u001b[38;5;241m=\u001b[39m \u001b[43m_colorarray_from_string\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcmap\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mnodelabels\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 100\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 101\u001b[0m \u001b[38;5;66;03m# If colors has already been defined prior to calling this function\u001b[39;00m\n\u001b[1;32m 102\u001b[0m colors \u001b[38;5;241m=\u001b[39m cmap\n", + "File \u001b[0;32m~/packages/netplotbrain/netplotbrain/utils/coloring.py:16\u001b[0m, in \u001b[0;36m_colorarray_from_string\u001b[0;34m(cmap, ncolors)\u001b[0m\n\u001b[1;32m 14\u001b[0m colors \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mvstack([colors] \u001b[38;5;241m*\u001b[39m ncolors)\n\u001b[1;32m 15\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m---> 16\u001b[0m colors \u001b[38;5;241m=\u001b[39m \u001b[43mcm\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_cmap\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcmap\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mcolors\n\u001b[1;32m 17\u001b[0m colors \u001b[38;5;241m=\u001b[39m colors \u001b[38;5;241m*\u001b[39m \u001b[38;5;28mint\u001b[39m(np\u001b[38;5;241m.\u001b[39mceil(ncolors \u001b[38;5;241m/\u001b[39m \u001b[38;5;28mlen\u001b[39m(colors)))\n\u001b[1;32m 18\u001b[0m colors \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(colors)\n", + "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/matplotlib/_api/deprecation.py:200\u001b[0m, in \u001b[0;36mdeprecated..deprecate..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper\u001b[39m(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 199\u001b[0m emit_warning()\n\u001b[0;32m--> 200\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/matplotlib/cm.py:300\u001b[0m, in \u001b[0;36m_get_cmap\u001b[0;34m(name, lut)\u001b[0m\n\u001b[1;32m 298\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(name, colors\u001b[38;5;241m.\u001b[39mColormap):\n\u001b[1;32m 299\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m name\n\u001b[0;32m--> 300\u001b[0m \u001b[43m_api\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcheck_in_list\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43msorted\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m_colormaps\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 301\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m lut \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 302\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _colormaps[name]\n", + "File \u001b[0;32m~/anaconda3/lib/python3.9/site-packages/matplotlib/_api/__init__.py:131\u001b[0m, in \u001b[0;36mcheck_in_list\u001b[0;34m(_values, _print_supported_values, **kwargs)\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m _print_supported_values:\n\u001b[1;32m 130\u001b[0m msg \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m; supported values are \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m, \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(\u001b[38;5;28mmap\u001b[39m(\u001b[38;5;28mrepr\u001b[39m, values))\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m--> 131\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(msg)\n", + "\u001b[0;31mValueError\u001b[0m: 'networks' is not a valid value for name; supported values are 'Accent', 'Accent_r', 'Blues', 'Blues_r', 'BrBG', 'BrBG_r', 'BuGn', 'BuGn_r', 'BuPu', 'BuPu_r', 'CMRmap', 'CMRmap_r', 'Dark2', 'Dark2_r', 'GnBu', 'GnBu_r', 'Greens', 'Greens_r', 'Greys', 'Greys_r', 'OrRd', 'OrRd_r', 'Oranges', 'Oranges_r', 'PRGn', 'PRGn_r', 'Paired', 'Paired_r', 'Pastel1', 'Pastel1_r', 'Pastel2', 'Pastel2_r', 'PiYG', 'PiYG_r', 'PuBu', 'PuBuGn', 'PuBuGn_r', 'PuBu_r', 'PuOr', 'PuOr_r', 'PuRd', 'PuRd_r', 'Purples', 'Purples_r', 'RdBu', 'RdBu_r', 'RdGy', 'RdGy_r', 'RdPu', 'RdPu_r', 'RdYlBu', 'RdYlBu_r', 'RdYlGn', 'RdYlGn_r', 'Reds', 'Reds_r', 'Set1', 'Set1_r', 'Set2', 'Set2_r', 'Set3', 'Set3_r', 'Spectral', 'Spectral_r', 'Wistia', 'Wistia_r', 'YlGn', 'YlGnBu', 'YlGnBu_r', 'YlGn_r', 'YlOrBr', 'YlOrBr_r', 'YlOrRd', 'YlOrRd_r', 'afmhot', 'afmhot_r', 'autumn', 'autumn_r', 'binary', 'binary_r', 'bone', 'bone_r', 'brg', 'brg_r', 'bwr', 'bwr_r', 'cividis', 'cividis_r', 'cool', 'cool_r', 'coolwarm', 'coolwarm_r', 'copper', 'copper_r', 'cubehelix', 'cubehelix_r', 'flag', 'flag_r', 'gist_earth', 'gist_earth_r', 'gist_gray', 'gist_gray_r', 'gist_heat', 'gist_heat_r', 'gist_ncar', 'gist_ncar_r', 'gist_rainbow', 'gist_rainbow_r', 'gist_stern', 'gist_stern_r', 'gist_yarg', 'gist_yarg_r', 'gnuplot', 'gnuplot2', 'gnuplot2_r', 'gnuplot_r', 'gray', 'gray_r', 'hot', 'hot_r', 'hsv', 'hsv_r', 'inferno', 'inferno_r', 'jet', 'jet_r', 'magma', 'magma_r', 'nipy_spectral', 'nipy_spectral_r', 'ocean', 'ocean_r', 'pink', 'pink_r', 'plasma', 'plasma_r', 'prism', 'prism_r', 'rainbow', 'rainbow_r', 'seismic', 'seismic_r', 'spring', 'spring_r', 'summer', 'summer_r', 'tab10', 'tab10_r', 'tab20', 'tab20_r', 'tab20b', 'tab20b_r', 'tab20c', 'tab20c_r', 'terrain', 'terrain_r', 'turbo', 'turbo_r', 'twilight', 'twilight_r', 'twilight_shifted', 'twilight_shifted_r', 'viridis', 'viridis_r', 'winter', 'winter_r'" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot with a the custom colormap\n", + "netplotbrain.plot(nodes=nodes, \n", + " node_type='parcels', \n", + " nodes_df=atlas_df, \n", + " node_color='networks', \n", + " node_cmap=node_cmap)" + ] + } + ], + "metadata": { + "jupytext": { + "cell_metadata_filter": "-all", + "main_language": "python", + "notebook_metadata_filter": "-all" + }, + "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" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/gallery/node_cmap.py b/docs/gallery/node_cmap.py new file mode 100644 index 0000000..6e51fd7 --- /dev/null +++ b/docs/gallery/node_cmap.py @@ -0,0 +1,54 @@ +# +# # Specifying node colormaps +# +# [Open interactive notebook in Binder](https://mybinder.org/v2/gh/wiheto/netplotbrain/main?filepath=docs/gallery/node_cmap.ipynb) +# +# See [example about colors for different way the color columns in the dataframe can be specified](https://www.netplotbrain.org/gallery/specifying_node_color/) +# +# There are two different ways to specify colormaps. This holds for both nodes (node_cmap) edges (edge_cmap) +# +# The first way entails that you specify a matplotlib colormap (e.g. Set1, Inferno, (see options [here](https://matplotlib.org/stable/tutorials/colors/colormaps.html)) +# +# The second way is to provide a list of matplotlib colors to create your own colormap (see named color options [here](https://matplotlib.org/stable/gallery/color/named_colors.html)) +# +# This notebook will shows an example of each of these. We will use 100 ROIs from the Schaefer atlas and color the 7 Yeo networks + +# Import necessary packages +import netplotbrain +import pandas as pd +import templateflow.api as tf + +# Load templateflow information about the Schaefer atlas +atlasinfo = tf.get(template='MNI152NLin2009cAsym', + atlas='Schaefer2018', + desc='100Parcels7Networks', + extension='.tsv') +atlas_df = pd.read_csv(str(atlasinfo), sep='\t') +atlas_df.head() + +# Create a column called "network" by extracting the relevant information from the column "name" +atlas_df['network'] = list(map(lambda x: x.split('_')[2], atlas_df.name.values)) +atlas_df.head() + +# Define the TemplateFlow parcels that we want to plot +nodes = {'template': 'MNI152NLin2009cAsym', + 'atlas': 'Schaefer2018', + 'desc': '100Parcels7Networks', + 'resolution': 1} + +# Plot with a the Set2 colormap +netplotbrain.plot(nodes=nodes, + node_type='parcels', + nodes_df=atlas_df, + node_color='network', + node_cmap='Set2') + +# Create custom colormap +node_cmap = ['blue', 'red', 'green', 'black', 'purple', 'yellow', 'orange'] + +# Plot with a the custom colormap +netplotbrain.plot(nodes=nodes, + node_type='parcels', + nodes_df=atlas_df, + node_color='network', + node_cmap=node_cmap) diff --git a/docs/gallery/node_styles.ipynb b/docs/gallery/node_styles.ipynb index 1df5123..8ced921 100644 --- a/docs/gallery/node_styles.ipynb +++ b/docs/gallery/node_styles.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7d79dbb4", + "id": "9bede4b0", "metadata": {}, "source": [ " \n", @@ -16,9 +16,16 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "3dd3b6af", - "metadata": {}, + "execution_count": 1, + "id": "4057c752", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:31:52.276511Z", + "iopub.status.busy": "2022-11-30T20:31:52.276110Z", + "iopub.status.idle": "2022-11-30T20:31:55.776855Z", + "shell.execute_reply": "2022-11-30T20:31:55.776256Z" + } + }, "outputs": [], "source": [ "# Import packages\n", @@ -28,20 +35,56 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a7833d42", - "metadata": {}, - "outputs": [], + "execution_count": 2, + "id": "996d6191", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:31:55.779394Z", + "iopub.status.busy": "2022-11-30T20:31:55.779192Z", + "iopub.status.idle": "2022-11-30T20:31:55.790470Z", + "shell.execute_reply": "2022-11-30T20:31:55.790066Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig = plt.figure()" ] }, { "cell_type": "code", - "execution_count": null, - "id": "f9fd3c31", - "metadata": {}, - "outputs": [], + "execution_count": 3, + "id": "b9744a4c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:31:55.792359Z", + "iopub.status.busy": "2022-11-30T20:31:55.792228Z", + "iopub.status.idle": "2022-11-30T20:32:01.172438Z", + "shell.execute_reply": "2022-11-30T20:32:01.171980Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " [])" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Circles\n", "ax = fig.add_subplot(131, projection='3d')\n", @@ -62,10 +105,29 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "df7e3fce", - "metadata": {}, - "outputs": [], + "execution_count": 4, + "id": "57047813", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:32:01.174659Z", + "iopub.status.busy": "2022-11-30T20:32:01.174502Z", + "iopub.status.idle": "2022-11-30T20:32:06.880092Z", + "shell.execute_reply": "2022-11-30T20:32:06.879719Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " [])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Spheres\n", "ax = fig.add_subplot(132, projection='3d')\n", @@ -85,14 +147,14 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "c0e52b59", + "execution_count": 5, + "id": "9f41ada0", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:26:04.221239Z", - "iopub.status.busy": "2022-11-21T19:26:04.220779Z", - "iopub.status.idle": "2022-11-21T19:26:43.907077Z", - "shell.execute_reply": "2022-11-21T19:26:43.906614Z" + "iopub.execute_input": "2022-11-30T20:32:06.881811Z", + "iopub.status.busy": "2022-11-30T20:32:06.881699Z", + "iopub.status.idle": "2022-11-30T20:32:14.208952Z", + "shell.execute_reply": "2022-11-30T20:32:14.208530Z" } }, "outputs": [ @@ -100,24 +162,12 @@ "data": { "text/plain": [ "(
,\n", - " [])" + " [])" ] }, - "execution_count": 1, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ diff --git a/docs/gallery/simple.ipynb b/docs/gallery/simple.ipynb index 891501f..59a906e 100644 --- a/docs/gallery/simple.ipynb +++ b/docs/gallery/simple.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a69f9271", + "id": "49f3f4bd", "metadata": {}, "source": [ " \n", @@ -15,13 +15,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "180f32b4", + "id": "4fee6f78", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:26:50.449716Z", - "iopub.status.busy": "2022-11-21T19:26:50.449355Z", - "iopub.status.idle": "2022-11-21T19:26:53.216581Z", - "shell.execute_reply": "2022-11-21T19:26:53.216041Z" + "iopub.execute_input": "2022-11-30T20:32:19.396435Z", + "iopub.status.busy": "2022-11-30T20:32:19.396072Z", + "iopub.status.idle": "2022-11-30T20:32:22.637847Z", + "shell.execute_reply": "2022-11-30T20:32:22.637362Z" } }, "outputs": [], @@ -34,13 +34,13 @@ { "cell_type": "code", "execution_count": 2, - "id": "0766397a", + "id": "93f13c6b", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:26:53.218436Z", - "iopub.status.busy": "2022-11-21T19:26:53.218330Z", - "iopub.status.idle": "2022-11-21T19:26:53.220274Z", - "shell.execute_reply": "2022-11-21T19:26:53.220004Z" + "iopub.execute_input": "2022-11-30T20:32:22.640378Z", + "iopub.status.busy": "2022-11-30T20:32:22.640250Z", + "iopub.status.idle": "2022-11-30T20:32:22.642620Z", + "shell.execute_reply": "2022-11-30T20:32:22.642316Z" } }, "outputs": [], @@ -53,13 +53,13 @@ { "cell_type": "code", "execution_count": 3, - "id": "58b8946f", + "id": "3772c001", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:26:53.221807Z", - "iopub.status.busy": "2022-11-21T19:26:53.221623Z", - "iopub.status.idle": "2022-11-21T19:26:53.610708Z", - "shell.execute_reply": "2022-11-21T19:26:53.610260Z" + "iopub.execute_input": "2022-11-30T20:32:22.644317Z", + "iopub.status.busy": "2022-11-30T20:32:22.644203Z", + "iopub.status.idle": "2022-11-30T20:32:22.736191Z", + "shell.execute_reply": "2022-11-30T20:32:22.735875Z" } }, "outputs": [ @@ -166,13 +166,13 @@ { "cell_type": "code", "execution_count": 4, - "id": "58bb5a35", + "id": "2ebbfb8c", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:26:53.612391Z", - "iopub.status.busy": "2022-11-21T19:26:53.612251Z", - "iopub.status.idle": "2022-11-21T19:26:53.895277Z", - "shell.execute_reply": "2022-11-21T19:26:53.894424Z" + "iopub.execute_input": "2022-11-30T20:32:22.738032Z", + "iopub.status.busy": "2022-11-30T20:32:22.737920Z", + "iopub.status.idle": "2022-11-30T20:32:22.796415Z", + "shell.execute_reply": "2022-11-30T20:32:22.795922Z" } }, "outputs": [ @@ -260,13 +260,13 @@ { "cell_type": "code", "execution_count": 5, - "id": "1ef2caf4", + "id": "edbe2394", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:26:53.897718Z", - "iopub.status.busy": "2022-11-21T19:26:53.897553Z", - "iopub.status.idle": "2022-11-21T19:26:57.031815Z", - "shell.execute_reply": "2022-11-21T19:26:57.031417Z" + "iopub.execute_input": "2022-11-30T20:32:22.799100Z", + "iopub.status.busy": "2022-11-30T20:32:22.798929Z", + "iopub.status.idle": "2022-11-30T20:32:28.509276Z", + "shell.execute_reply": "2022-11-30T20:32:28.508614Z" }, "lines_to_next_cell": 2 }, @@ -274,7 +274,7 @@ { "data": { "text/plain": [ - "(
, [])" + "(
, [])" ] }, "execution_count": 5, @@ -283,7 +283,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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" ] diff --git a/docs/gallery/specifying_node_color.ipynb b/docs/gallery/specifying_node_color.ipynb index daeca53..800193e 100644 --- a/docs/gallery/specifying_node_color.ipynb +++ b/docs/gallery/specifying_node_color.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "00714681", + "id": "4d96e067", "metadata": {}, "source": [ " \n", "# Specifying node colours\n", "\n", - "[Open interactive notebook in Binder](https://mybinder.org/v2/gh/wiheto/netplotbrain/main?filepath=docs/gallery/node_colors.ipynb)\n", + "[Open interactive notebook in Binder](https://mybinder.org/v2/gh/wiheto/netplotbrain/main?filepath=docs/gallery/specifying_node_color.ipynb)\n", "\n", "There are three different ways to specify different colours of nodes.\n", "Both are done by setting node_color keyword argument.\n", @@ -16,19 +16,21 @@ "If this column consists of continuous data, a colour spectrum will be plotted. \n", "If this column consists of differernt colours, these colours will be plotted. \n", "\n", - "In this notebook we will see an example of each of the three different ways" + "In this notebook we will see an example of each of the three different ways.\n", + "\n", + "See [example about cmap for specifying colormaps](https://www.netplotbrain.org/gallery/node_cmap/) " ] }, { "cell_type": "code", "execution_count": 1, - "id": "55baafb7", + "id": "b666792b", "metadata": { "execution": { - "iopub.execute_input": "2022-11-28T14:48:22.838614Z", - "iopub.status.busy": "2022-11-28T14:48:22.837492Z", - "iopub.status.idle": "2022-11-28T14:48:25.394354Z", - "shell.execute_reply": "2022-11-28T14:48:25.393942Z" + "iopub.execute_input": "2022-11-30T20:32:31.379155Z", + "iopub.status.busy": "2022-11-30T20:32:31.378760Z", + "iopub.status.idle": "2022-11-30T20:32:34.823308Z", + "shell.execute_reply": "2022-11-30T20:32:34.822830Z" } }, "outputs": [], @@ -44,13 +46,13 @@ { "cell_type": "code", "execution_count": 2, - "id": "352bbd25", + "id": "2b297af0", "metadata": { "execution": { - "iopub.execute_input": "2022-11-28T14:48:25.396394Z", - "iopub.status.busy": "2022-11-28T14:48:25.396267Z", - "iopub.status.idle": "2022-11-28T14:48:25.415233Z", - "shell.execute_reply": "2022-11-28T14:48:25.414844Z" + "iopub.execute_input": "2022-11-30T20:32:34.826450Z", + "iopub.status.busy": "2022-11-30T20:32:34.825883Z", + "iopub.status.idle": "2022-11-30T20:32:34.865359Z", + "shell.execute_reply": "2022-11-30T20:32:34.864879Z" }, "lines_to_next_cell": 2 }, @@ -143,13 +145,13 @@ { "cell_type": "code", "execution_count": 3, - "id": "96b553e9", + "id": "13682bb7", "metadata": { "execution": { - "iopub.execute_input": "2022-11-28T14:48:25.416997Z", - "iopub.status.busy": "2022-11-28T14:48:25.416884Z", - "iopub.status.idle": "2022-11-28T14:48:25.419734Z", - "shell.execute_reply": "2022-11-28T14:48:25.419313Z" + "iopub.execute_input": "2022-11-30T20:32:34.868467Z", + "iopub.status.busy": "2022-11-30T20:32:34.867934Z", + "iopub.status.idle": "2022-11-30T20:32:34.872783Z", + "shell.execute_reply": "2022-11-30T20:32:34.872076Z" } }, "outputs": [], @@ -162,13 +164,13 @@ { "cell_type": "code", "execution_count": 4, - "id": "e6418347", + "id": "676456dc", "metadata": { "execution": { - "iopub.execute_input": "2022-11-28T14:48:25.421338Z", - "iopub.status.busy": "2022-11-28T14:48:25.421198Z", - "iopub.status.idle": "2022-11-28T14:48:25.423519Z", - "shell.execute_reply": "2022-11-28T14:48:25.423254Z" + "iopub.execute_input": "2022-11-30T20:32:34.876287Z", + "iopub.status.busy": "2022-11-30T20:32:34.875759Z", + "iopub.status.idle": "2022-11-30T20:32:34.879829Z", + "shell.execute_reply": "2022-11-30T20:32:34.879037Z" } }, "outputs": [], @@ -180,13 +182,118 @@ { "cell_type": "code", "execution_count": 5, - "id": "67dbea75", + "id": "1724e757", + "metadata": { + "execution": { + "iopub.execute_input": "2022-11-30T20:32:34.886455Z", + "iopub.status.busy": "2022-11-30T20:32:34.886091Z", + "iopub.status.idle": "2022-11-30T20:32:34.896063Z", + "shell.execute_reply": "2022-11-30T20:32:34.895530Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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237Networks_LH_Vis_3#781285Vis2
347Networks_LH_Vis_4#781287Vis3
457Networks_LH_Vis_5#781288Vis4
\n", + "
" + ], + "text/plain": [ + " index name color network centrality\n", + "0 1 7Networks_LH_Vis_1 #781283 Vis 0\n", + "1 2 7Networks_LH_Vis_2 #781284 Vis 1\n", + "2 3 7Networks_LH_Vis_3 #781285 Vis 2\n", + "3 4 7Networks_LH_Vis_4 #781287 Vis 3\n", + "4 5 7Networks_LH_Vis_5 #781288 Vis 4" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Lets have a look at the data frame now with three different columns for colours\n", + "atlas_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "09195103", "metadata": { "execution": { - "iopub.execute_input": "2022-11-28T14:48:25.425203Z", - "iopub.status.busy": "2022-11-28T14:48:25.425097Z", - "iopub.status.idle": "2022-11-28T14:48:25.427084Z", - "shell.execute_reply": "2022-11-28T14:48:25.426827Z" + "iopub.execute_input": "2022-11-30T20:32:34.899668Z", + "iopub.status.busy": "2022-11-30T20:32:34.899408Z", + "iopub.status.idle": "2022-11-30T20:32:34.902870Z", + "shell.execute_reply": "2022-11-30T20:32:34.902347Z" } }, "outputs": [], @@ -200,14 +307,14 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "472a8989", + "execution_count": 7, + "id": "ffab46b1", "metadata": { "execution": { - "iopub.execute_input": "2022-11-28T14:48:25.428727Z", - "iopub.status.busy": "2022-11-28T14:48:25.428595Z", - "iopub.status.idle": "2022-11-28T14:50:01.581763Z", - "shell.execute_reply": "2022-11-28T14:50:01.581317Z" + "iopub.execute_input": "2022-11-30T20:32:34.905177Z", + "iopub.status.busy": "2022-11-30T20:32:34.905020Z", + "iopub.status.idle": "2022-11-30T20:34:06.148065Z", + "shell.execute_reply": "2022-11-30T20:34:06.147715Z" } }, "outputs": [ diff --git a/docs/gallery/specifying_node_color.py b/docs/gallery/specifying_node_color.py index 2a3ecb8..8c33324 100644 --- a/docs/gallery/specifying_node_color.py +++ b/docs/gallery/specifying_node_color.py @@ -1,7 +1,7 @@ # # # Specifying node colours # -# [Open interactive notebook in Binder](https://mybinder.org/v2/gh/wiheto/netplotbrain/main?filepath=docs/gallery/node_colors.ipynb) +# [Open interactive notebook in Binder](https://mybinder.org/v2/gh/wiheto/netplotbrain/main?filepath=docs/gallery/specifying_node_color.ipynb) # # There are three different ways to specify different colours of nodes. # Both are done by setting node_color keyword argument. @@ -9,7 +9,9 @@ # If this column consists of continuous data, a colour spectrum will be plotted. # If this column consists of differernt colours, these colours will be plotted. # -# In this notebook we will see an example of each of the three different ways +# In this notebook we will see an example of each of the three different ways. +# +# See [example about cmap for specifying colormaps](https://www.netplotbrain.org/gallery/node_cmap/) # Import packages import templateflow.api as tf @@ -34,6 +36,9 @@ # Add a continuous variable between 0-10 atlas_df['centrality'] = np.tile(np.arange(0,10), 10) +# Lets have a look at the data frame now with three different columns for colours +atlas_df.head() + # define the nodes as templateflow dict nodes = {'template': 'MNI152NLin2009cAsym', 'atlas': 'Schaefer2018', diff --git a/docs/gallery/spring_layout.ipynb b/docs/gallery/spring_layout.ipynb index 0046c08..96cc797 100644 --- a/docs/gallery/spring_layout.ipynb +++ b/docs/gallery/spring_layout.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3b841b53", + "id": "ac4b35fb", "metadata": { "cell_marker": "\"\"\"" }, @@ -23,13 +23,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "03b53a79", + "id": "ac1cf941", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:26:59.670284Z", - "iopub.status.busy": "2022-11-21T19:26:59.670142Z", - "iopub.status.idle": "2022-11-21T19:27:02.614301Z", - "shell.execute_reply": "2022-11-21T19:27:02.613886Z" + "iopub.execute_input": "2022-11-30T20:34:10.295289Z", + "iopub.status.busy": "2022-11-30T20:34:10.294852Z", + "iopub.status.idle": "2022-11-30T20:34:13.684663Z", + "shell.execute_reply": "2022-11-30T20:34:13.684271Z" } }, "outputs": [], @@ -47,7 +47,7 @@ }, { "cell_type": "markdown", - "id": "85fe86a7", + "id": "f30c3165", "metadata": { "cell_marker": "\"\"\"" }, @@ -60,13 +60,13 @@ { "cell_type": "code", "execution_count": 2, - "id": "a40eee56", + "id": "3a60f006", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:27:02.616264Z", - "iopub.status.busy": "2022-11-21T19:27:02.616155Z", - "iopub.status.idle": "2022-11-21T19:27:02.629794Z", - "shell.execute_reply": "2022-11-21T19:27:02.629409Z" + "iopub.execute_input": "2022-11-30T20:34:13.687124Z", + "iopub.status.busy": "2022-11-30T20:34:13.686954Z", + "iopub.status.idle": "2022-11-30T20:34:13.702615Z", + "shell.execute_reply": "2022-11-30T20:34:13.702264Z" } }, "outputs": [], @@ -91,13 +91,13 @@ { "cell_type": "code", "execution_count": 3, - "id": "67dd070d", + "id": "2dc3bf15", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:27:02.631731Z", - "iopub.status.busy": "2022-11-21T19:27:02.631536Z", - "iopub.status.idle": "2022-11-21T19:27:02.637133Z", - "shell.execute_reply": "2022-11-21T19:27:02.636735Z" + "iopub.execute_input": "2022-11-30T20:34:13.704899Z", + "iopub.status.busy": "2022-11-30T20:34:13.704743Z", + "iopub.status.idle": "2022-11-30T20:34:13.710681Z", + "shell.execute_reply": "2022-11-30T20:34:13.710314Z" } }, "outputs": [], @@ -116,20 +116,20 @@ { "cell_type": "code", "execution_count": 4, - "id": "6664d0ef", + "id": "676ed1ff", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:27:02.638797Z", - "iopub.status.busy": "2022-11-21T19:27:02.638690Z", - "iopub.status.idle": "2022-11-21T19:27:02.758010Z", - "shell.execute_reply": "2022-11-21T19:27:02.757670Z" + "iopub.execute_input": "2022-11-30T20:34:13.712699Z", + "iopub.status.busy": "2022-11-30T20:34:13.712588Z", + "iopub.status.idle": "2022-11-30T20:34:13.826025Z", + "shell.execute_reply": "2022-11-30T20:34:13.825674Z" } }, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -138,7 +138,7 @@ }, { "data": { - "image/png": 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XblQAuCkhHBFV42NrWj1Np8AqoGCmzaPdz8tcD3izE3oOQsCA5NUH9vjfvP7teO7zjvG33v0VeP3fZtx78w3c/d8e4HXN81jnBgkOJ36DQ7fFB3KLs7QAJSrIOnKuhARA0k5NLFY2R4/pIML3TkkqJLlP6OSwLm6LnzJLjBUd3Fjz4U5ju9zW/CkHByjO5oZJ8sN6D3bil4ljBvtYvttlcSXzImj6TryMHGVDhNMt6GIDbiPQRP0SV+4bkMUC58AHLdi7mmrajaBdD152mE6WQCCkVSvg4cWuLt55TKqfzUHwidQQtlPE3WmF2/EcS9eXudxxRJ8FND3PYhEfi3eR2GHHEZkdTtMS96aVjG9wElIGAwI93JARnjsDpoT00DFyGxDuXIIu1pIvX3XKa5gkHm8EYJQ5AtxmhOtHSV21sYJvQHHnjdRk+XzaDcB2B7gF0Eo+ezhu4PuMeHcjwFkrXAAaJtDAwDiVEIMUP+BOXf4MgBjpoAEHh3DRg3YsGZV+BBYt8tGiWHikLDE8iXVm7+DHNfj0DHRwUA856OFumaYg//ebVEIRAOLV7QY5DDQkernrgW72SAmPxFNEShgh7nlWtP1mOMe14zVOn7qB/oTw/c+8Bb94+Ci+6OgTuBbW2HGEyxmJHRw0B1nIXrMT1/Kh3gOj5OJJ8+s0cbViWZlIjsCab6asMX2uMTmyuIcE1JPc4l2GWG0lRbB3FQ02i5wYMKqWg8SPvlrQ+WWHk9yDviZIbMu6kKkwrGQxu0njYsuxegLDgYIv8RylXMkb+SVfq/eph+aYAHhQkDGJPuHQ79C6UdOgScKp7DAqIDTCw4PLfIrld/DgAu5ZTt9NGRlOU28ZHLwchvYaoBw65ZovYNa42f45z8YkmYuC9mO26XX8OXhQ29SwbsoaDihe4Hj/+9WTKzlsi81n3hgnVJDXPLccZNYtpnasQPFsvlMuAKwx//Yem0g8D/UyHGZGzYYg+Hrw2H2+zPVAN/t1v8PvO3g/fmG4hrvpAOeFFTchUsIf+Lx34yP/0U286+knkb/rIXwo3sbpn17ga27/Ap4erwEAMjssfS/utbk5iqwXl2rZIAcHvwXQA243IVrspAQNmrKko7oABBLm2SymR/BKdnDIXQQil1RQbuXnfjNKDKr56dx4pGUrabSt5LXdxU4mJwYwxJKn1imbCiAH3cTiPVDOCOe7SuI4XikZRdlxl5PEiosg71HmGRDFVY+yUVN0oEVUNDiBAwsnwGJfzfGDCBiVA7Bl+H4SFhu1oAw8sjjHG9rnyhx2bkCEbCRz39e5LRvcfp7Y4dBvC0jnhlTGl5yD34qLno+XZT5oHGQjLdo6p/NLN7Jbj6DEwgxsG4l9dxPIE3gUy0nrrayFw8UsheXEynIHtx1B2x5uSog7wVIKjhA11OxlTXEr3hgldc2DQ26ChIRngojTGAF4ReobwDIgrLhRCEAbAAb8VsBId9kXC03L5d4zkwLO01J+5tdK+tI1YlfuGqRVFNxjSC+hEs+vB7rZ51eCe8nPbscz3IwX+JXLazhzh6DE+MTZMX5q8SSeXLyI62EtsSNmaClRpTsb+go9aTXFwTmDRlQLUV7DCuBRjf3n1wwTKLHcS36fAZbwgGZhbwHqZq8tljvP7k3Bsz1edhaUloNQR7OhzHsWZ3Yf8wkmjQOR99F8rlxqJpJDRjEHCh5snoh5Fknus3UTVq7HwB4ZDhFJCE65YgmZHRzlek8kNQ0Z1ZW2hYqkz8aGXpO9Zc9TA+vhN8NIDNMo9GNNp5V5nI+J/kM2JwAm0Ow7S4pS06ZgX2m4vI+PmNcmOAvXGJrqvZpXUbkcmJGHGPBA9q5a8pmHxV7uhb2T8SFC9sZ0rKSfsobKXNMeiJjz55BlP8sNfnQrpDuPjBv+Ej6Ia55m2+i3PvR+fN83NHj+9ADtj13Dz22u4QO/91n8mSd/DJGEXUddQl4EOL+fKpGYtN8j15ClcKJHXrUVvIEsHDLf1jnkrubkCyK6Vs60E9zBDUlyvBrnlhRQYsTM1aIzg5tY03XM8FuxSk7vmUYB0splC12fhxWYyY0DTU6McUrV+jea21cLnjohxYTLBLfui8tPqK6tPWtaNeIxNAFuFyTz0Et86tc9Qr/AUdjilr8oDMcjt8PSjTilJUZlPErmRHAYc/UB4AP9w7g7HcDvCLTpK8DpqhWthCYCyCt+kECXW2AYQKsl0jXJ49MgGROjh7rNIAda8AXhz414L44XsnF2gxwubQR7L8Qo78BdQIor8QI2OzAz0AWZm81YD2vLt3uSA2rSdTrLp1OepVqboDgKKmazHcRqrxo5K4ZJSEBNLOk2BkDbAbTeglcLpMVC9smm4jiIXtaPepPG6CPNHKRleEXL/pnQZf+tr4kdXpiOMLAvedgl9ejcgIYSPBgejEfiPfyOR96HL3jkOcRLxsGzCXcvl3hmuFaZXMSFmljyqYbWTqnmbW3SFLG0ghJ731V2FOa0To33zNIVZFRBwfIeSCxNKcniGZMWyWj6xmugplbTjakcUHu5f/u8q6fz1X9nlmfMueaCZxRStlmdUkVqr1zzg8S49pLmqocgmJUbn+FIyE2OssyT/t8uDyHaREpYKY0WEJeeMiRMmKPLJcU584DmqzFnSYfmXL0as4iWg7d0nW1KvX/jzMM7PfRlHMhiXX2NbeJyHzbcKcnY2Ti9/P4p6wVJ2YDqZlMSfEjmVj6vxPUlTqe61qJmj9JsnIDCJSn40iw1WWnSNqcAXuFeH6hlD5RxPVwiMWGTWxyFHY7cDjuOWOvtnCehyz7SnKK7PuLs6zvcuVwh//wJvueHfxvWv2WNb3rrj4O3ATT1++6vc+JmeUnxYL5IAFm8Uy4bDIDyxx1yo0SNUVItRiHNmiuFQ0mvWKUdN65UaNEwFUYanJNYVHPdZPn8cSpgFCtLj0YA4yBo8zIKhfdyKLxxjIBzsvCc5XKDF05BSV3lAs5w68GT0j1XXXluDhLnMxH8Tu7f7yb4HcRdTlo01IQCeOZAuEwtTnOHXY7IcLibDnBXh/uJ5kUM7PHCdIRIE078Bg0lZJJde+i3uB3P5PBJCYgt8qHek248YdOhbvRJWGi8aIFlJ9YPspC507/rIex1LrkRmiwlloKmwnabIdR6sOcuIC0CwuVQPJ+8WghjciGxr3HP80LCKBoTwmWqBsUKcFqP6aABMSNcDDXXnhgI8tq8iMAi7h3YrJTqedGMAL0OfHIIECHe3VTjM2N/GrOQ7JAPDpkIrk8Ip7s98PLq9UAtu0fGyvWlbt1pDXSkCRFJ0zZC2jhyW7y2fR5/9sm34Vve+E4sXgAeedvz4F+R4hkaqdIk59fcchgwM2e3WQ50Zl3NunFQxNWMrtVEh1nBSaj53xJP66SBNU3DjNxFpC7sewhZPAyaf+/cbddS1jIryqwqlt+KJjR1yNHLATKMJT1UXkuoqUEdlxQdciBlj5mLOcrhZRtnr6ADmLLHJreSPQFhnVucpiUSO5w42dyb3MprOGBgjx3HUtR06HfyPHogpS7IAaqZBSsgKt5T4TIIo80OWHP97ZlK/lrnJWsRSOHcA4ULMcc6LCQCUOaKW3HvZX6pYBnZ5iNDCl8M13CyVnIgpIXD1O0XEJUQQNeIhVbFQ5hVxzHpmhynwrsHEWjbS+79yvoWKm2q6VIjjyWW8tiX8eSAz0KefVCkdmSPZ6ZreCEdwc/Qio4G+Bnnr6MRt+Mpxt96hve/4Sb8DvjBf/oluPExLiCc5S33CgF0cXBwQKzuNgBJ20F+ltV9MreLvUNeOam68hIjYxAXzFsOPSttdsrwiQuCzzGAV22peqKMOsEGRqkrJsAhy8l8vCwpMsoM6idxT1uAnZdySa0SK0QT1M+tgFYqJBUjj0Cr7biJ8IrGM0EYh1qnX0AjrZ+We0jwA+N8anGeu+K6j8qNcByBDAzs0boRmQkvTIdwxDhyW0mvshdkvmXkm8fiBelh5IbKWGTnSpGR0+cQBtTskNR7goNyzGn/+T0Vd9/idxoT3MVaPq9twMEjXPTwvWZVjpfF1QYAZ6lV3WDGaScLEyDrjR1hWsqBFdapiow4SZXB6aGp69FNuRgHZPXGJi1F1rVa0qbBQFP9PiP2aOp07qVQSoUWnYMDdbMa/vtcD5xBZymakQMupg59jlId5QY0NBXihrGzIk14OJzhP33LD+CFNx3hv/4nvxtPft95+UxSa1rqhDVuJ3NFrdJrRphBhsSoNgEOcFspCEnLBmlRk6GcdfCSxoeA8rqpWMNCdwwO02EDaBpkHnsJAr7vSBnZJLexuNWSHlRLHby+R7R7AGh99ZXNDtRiFgBu0s+wMtmUQV0L3y8KeUj+zLAEW6xeUnFuTHATsJkaXKSFIPCYMLAXCmwGMtWqxAyPs7QUVB5Aoym3gQNywxhPOrgxlxQcxhn5SKvt2DuxoJbLnsXTZIcqmWdSPRajkBKZlybW1APgXS9urzIqab0DrYF8uMR03MqYXyYBMNMsg5FnWI1hI7re2BGmzsEPDL8Z93kMkPUkHhrJ5h7l8MptkA+2+ZmUp79ohTQ1i8PRac3CRS91+UmyPsXSl9p4CTHhCNy9MkD3QDf70xfX8Jd/7OsF0WSSFEcmcMygNsnGyuI6uyaBHMO5LKngXQAPHjc+hIoqE2H7yAovfuEJUkRxf3WdYVoycgMYjrR6hnDr3VuhRY4TACV2MJXJosxy8tuVlFRDs3SPIq1S3AEl3Wg831t8rQeBlWkaC4uNTNJKVd3MYxC33oOWXQGIoKWfbFRQjQnLYaLUYG7ivnjCEEDGugOEimoAoVnyOUgGiYVz4wsO0p6O+Pkfewo/ffI6JZsA8KxlwDXckXEiqR0AwE3WBcgylx74+O9oyzxQIrgBAAGp1SyHl1+H3UJ+Z/ft5U93B3j4x04FsWaUegdLyblBU39OUmRhPQqO0jRACFIBGQNoGEGTAKlh7faBUlWQqUCnHqyJin6CfV9zkeTw2oyiILNqkTWlyblmW4oikRVVzcuvD6VuohRy6UElnhcBcBLzzzwLbkLxXmz+bM1dlbm6ej3Qzd6+kPGmv7V9yc/TImJaBZFbutiBo8dw0gqww4q57RJoGhEu15LKUJft4omA/9Uf/kk80d3F2STpoCnLwLxp+Sw+L74oAGBu8X979+/G+IEOMY0FGKI4S61AK402+yIUOTiQY/hxhgV4yduyB0C+IO6WKimb8mJd5KEEQZZNyssWaRngtwn+YiipMA4A+1ooQ7uhpmjsjEsJsBoaIiAGpONOSnD1HPVjhOuTEm2c0HF3k1jW7bBfYWbP2oYa0gBonl/jDf/DeQEF2Tmko1as5m6E2yoZxcgumgrjRVP47xwcPvRHPP74174Dh36H6+ESA4dCpno4iizZRVpovN8gM+G58Rgvjisc+B434yW+64O/EfmnIsL5RjYQU+WwT1kKYZzMlRsmuHNZZ9ypvNNhJ0SoMy2d7Qe4cSopWalom50ys7jdUcZcmNWNCc1dAXLdpUhvQWWw2IhSvRwo5cqkaVPb2A7TtSWmhUc8HyS9q0BxCdO80LjJUP2UwQs9wLOFsVmky7x5Di9/PdDNTllKMucuEYACpLkhFattuUPJg0M56upONRH9owc4fyJie4vwQx/6fFw/WuPLH/4QbsYLjFlZRyp64ZBx4tfwPstpPJOf2qMs6vfSJCWkrPXrFuPNUX2aGf/yLFfBQgfh6Jt+mdO0oJ7ufiOoeC34YDlLrPDiigDiPBQopaKa05US2qzqLlLU4XaToM9eDiue9L2zAg5J9xhBBbP8sXoC+rxWH+83TgFOATkZAkzJwtMx0MIVN0zg5ABqcD2ssTRZMR4xzLCZxE7EMDCiyVIzcTNeFHWi1o0IPgHQhW6bIbhK/1XrVyrqDIXXGvYSukQPpFienb0JkmQ5TK3m3byg+ZzmOu6lLNXNlGmM9JJrzYbdr6yXVEFIyJx5EmNmMT5lBpkLlM19hxziwWGP8FM8MrXw44zYdJ/rwTLoGBJfG4fXSC+jhxv9XiWXoOiAm3hvM3IrNb3P/foGX/y1v4R3ffi1eOLvtFg/tMInv+UFvLF7Fj7I59ydDvDJ8QSvbV/A6+Pz8sDrqYhMltQVs5SITpIf55zhrh9jPDqA61O1ErFKUM1Bsrm4gTHtoFkAPlpUcA4ay2t6L75wWQQhQVRSa24zyL3s5VuthFOEHWijhJlDfe/ZBjSMyAdL5GWEXwtBA8crpOvqQtuhqWkeu1/byCKs6NXLiLPnk1JLI4j4LUqqL0eH8SjCjYzGSC+NxI4mfsnEuB4uJbZnh0gJS9dj5IBnx2MAwK1wgc4NSIoDPBbvoWtGnOcOL0xHQmgpN2QcAQcmLwKaw4TcBKROUo+U2mr1yJB8B3AL14R6uDkJXyiREIrs52ANGbh4VjRMEv8bP925KnTBvJ/2SlxDMSM9lUNVAcGzDZwX7TtJ4UEq4thQ91zUhqZjwVukVBpyCGl4kKOHUw2FOZX26vVZo8sCKJprbEg0o8YhY5ZUitINi5qHJ00rAZ+3uIv3HD6Mzc1rmBaEX3j+UWymBr/x2kdwO5zBUYYDIzFhsAoES6UxlYml2aaC96Ag+WialOqoQEu5zOLZZae8gUqz/5fNOuZafqlIMa6c0OXjvS9UTjZLk2fQfkGgZ4CfpZmAyj2wsRyUrXe13lkZgZSl1lwIQ6ipP8srk1rADFBW7MGIK/q5JW+cUQC1+XNZxqUCeKnQaUV+jF7CpHRQAg8yiLgSgQxw5f1nJWYxDnOjEWcg5GSxONV7JlepsLO0q94sBHTYH2MmLoVRloq93zyW98zW+d4VfJlL84zMWLBShL0aFspazDVTxBX1FC68j/t+//zrXvG3v9oXYS/m5UZyrm7UlJE9+JTRvKjWVDcNaYkiWq8yvrJIfstjH8KH//RNfPD5mzj63mv4RDrB2Z9e4E89/uNaFivB7bPTMXJ2GA+lqKFQYZVgYiIUuWtEL32Y4M8kR5y7pqrBANVlUzQeo6TKuGvBy0VBhwGUWMvfOQNvNsDDtzCdLMTt7utrbGFycFIuSULLFRBoEOmkrJRPImDZqusPwLEUeAAqTZ3EM1I9s/aFTZFZKq/JWVRW7VDyJv0k2u8U5qgyRCwhefgLBm0n0UJrpBinOe3BjoSUkhnhdFuBRc2GALLRG0rKr5B4tnOj8CtyxEihKNcO7BG1qm7pekRvteFedfKcgHCajjNyk7/oFejykh05VnmzcyEqcRs1Ds6qvxfBjRMRjegr7x4y76ypSCSWtJpp2dmhruh5kYlOM3c+CJbDXSUqsaNaqjvmQuJx6lVQYqRVg/6arDm/k4KbcLor4WXBmEKAX/dwdy/ku9qqaXi/68FbdjezfpZfnBNLnNuT/kUTtDihxjGGdHZuxLHf4uHr5+hTwOW4Qtgynrs4wHu3j+J2PC+MvV2O8hFmHQxRJwmaSMMGkzwS3naWVEpD4lHDvfT0fElcrX+xZ3KksWBNNxlN1dh0exZe87jlz5zOyVc8CPNKEuTeFTQEzzyLpAKHxIVGu4cvUOXO2/eIhdTNxa5Y00LXnKd37NALDqBQqbrmLZFkXXYchTsPhqNaD+FmcmOJqVh7ka1uiqUnK0CZ16mbJcQMaFS8AE6KjPbCrcQVaDMLnlG8kfpC/TwlRFFONTxz9fciFX4fXtr8s+x2CYUKbevPZxIp69nc13kRr6u8z54tZ8EpyAlLL0PYiVfn5T7XA7bsar3auM8eu7qBmAUxBYquem4bsCOJRc92AA7x+d0ziJSwzg1+5+1fwtu/OeGT50cYf/Y6vu9HfgsOf9ez+Auv/+c4Tx3O0gpjHyRm76cCdvjNACRGPpCy2HDRg+6twW2DdCBWwcQs0kEoFpeyFNgI0UXeK/iDuswQwkPqRA2Frh2Blp3E58CMZIHiNRh90/LvZi1Kym4YSyOJklYzLb0oKZnpuMN0vZMQxBpbwMBILmNbVGomAdhyG4oFozHBn14KSejmYQVPk2xqXnVyiCjeYXNmGnfpoAXlpmAbrnf44O42Dv0O18IaHlmEKPWKNGHkUDUGmXDKS2xSi6XvceI3Ik3dCA4SLvqCixRikIJcVorqtiNoJASzqK0KiE5ZsgiA8BtyRnxRMiY0qjDk8bLKgAO1mKXTkloTogiuaPnXWB96wOUCxppoBU1Cw3bWd8BCCS3gcVMGRobrJ7R3sYcDyFpsJdXXJ1AQ/gQ8gU8Ohe67au9/+Oj1WbDsruQToYIG88u0zwtJpFh8qrRTtZAnflPcwdc1L+B1j72AX7z+OL737V+J6+8b8cyXHWCdW+y4wchehBQNDYegoIUmOktR0baX+vPoFVnVRgZGyWQHTKwCD1yokjSmIiYhh5grqSlWfflCeiDso8BAAXRoDCqckStCbgfjpFYm6L0pkMc2to6QGgfnZKFwdMCgnsmcjpoF7SfH6hXIvZB5D7u+FmEYIUkVbeEJxAnoK+5AasENNWaoUWNhEm5TLKy6DELKTltGyXhJEwoqG36TWlymtswzAchBv1s13XIQA0CAsh+pxt/aIETKZKmEbn5MlYkYnGjKaTcXKb8NJYVna0S8lwTOUcucdfzSLJ63tXv1sjmbkoyp93Ax7B30wo0Q62/P4vpJRUL1XpdBGJ27cWbdtdVVEypb9BWM+4Nl0BGKHhoAPfV0U3vpFGI1zNw1shi3A2jDMkAqCZ1ODpAbFi15kMpPe5WZTlj8zufxiS85QHp+gf/rP/jDOHjrXXzTG34c5HVgJ1cm0QAc10+6OTzyjSNBuLWoglQkMeqmy7PJgVUr2UVUYjfOGX4zlbpnbrTdD1855MwqKGBjHHk3QdzvhWjf0ziJ+CVVwJBNJmnZip74kNDd2cnBFF0JC4ipuntNVI11iUlLLzhlplFiUAgzl5lLlVhhs1lsqhkMTElQbiP22HMBSIuML1g+g85J159djngxHSjfXhl4utFNyXbpexz6XUnXtWFCUpwnHfgK3qpSkG1OmAjIWKmuzDPAVzMhoAwaUFhsAOSAtw01ZvEajHa9aAGnwhPmJZGuX8WZ9kqIMZtP58AtgJXgKkVk0g7K3QQ/pgrmZpHCLssDorLkrEx5nICmEwETTYOC9YD4nEm9zdFqgjYMSGUTY5rFpEZ0MG6zUmLz8Qp5GZG9gDgAlK8dcJmkouo/et07MHDAf/W9vw+PvX3AR49O4N+QxYoZ93he9QaUslTuAtKiEbd1N8n9TAk0UZUuUiUcoUdir5ilXAbS9GPRoTfq7rwkscRrwMzroYJtUILmjRVA64fy+XNU3po7+LXostGyQfLCvjJRBBCpKIakzbhVnfXCjbc4lEpqrbDV9Fn3vAPzEPoBiFEzDK7Mb3FrI+PJ5oUSr59iiRemo6JDn3XT21yOOeA4bIrn1tGIQBmTbuppJdY3ng+gzMgz3riVmBYBEFZ3I2cptU28Jx5anl0RcAODKUnnH3aSipT1ONvQmvqSbIAcMOXQsAyKAXi6vnOUEMNf9vUeoBmFEQKyWZWl0Ym9EwueWWmzcsBmUk8U1Qu2Tf9y12eFVJMWEWTAnJu5uo0XFNhOTgfka4fyXisR3Q4Iw4SwWeI0rdDRINpnTJJq09RORwOOvuhFfOT6CQDGX/vRr8HqowHgXQEGTXOuLFzNoTv7/qLnBrHoXajprXkowLnEX3tAi1lzJ3G+344qZrifMmPvJcbfjlq2bIvE1djdDidtPmAZArrcCv1TF5KVqtKUK4OucchUxRr9+VB6qvkpF4FLp++hnMGrRdF3M5FOqO4eh1n4E7w0VAx+v2OOEUt0kDoaseOI87TEjmPpC2AceqfNJ0QVJ6DR9l+ZHXaIGLKXRhq7Cc0kVrpIiams1Dzlx21TpcVmr52LR8J70XkPfpY5oDIvEp45FSXVeZ1rAM6MRplL54T7Y8CnHvp25hRAWl8PoJYnGxjrSbwMM3oOhY3HRIAqCZsabmns+LmkGy8ywQOclSoSStWOcdOzUS97KXoYj4Q229wjuA1EVWSzQ1zfwr1phQPvSw7XFFIcJMXz5556G9IbCP/nH/k6PPkPM9zYl0IGchpjljSUKzGeG3JNVXkIIh8ckpFf+qmAUQCEg61uWOGwZzksSqx42YO2PTi3pYmhIe5FHmkYS3xO2smzVNBZeWUM4squpHgmnq31EHSgseZtjVCSu4Cp9ciekFsCTcBiPYIG3muYmJoA6lmaGoaq6EMa63MgVLFM9Y4AsXptKCAfoMQhrSK0fnYrkhZSd9MBgFrdaHMnbLmpiFZaZSQAjBwwJo92yNIQ4tLSVAaG6mX4TgwS1gRXVYTXQwUmDfOwTWYEKGs+Ydz46AT/2LnKpTDqswlHzNzx0kXGdP6UyitltzMEn3T92W3P06I6HxaD51YIQP68l9CkDchRwFmnh5ykr3nvXu53PdjN7lwREyg01QwAGW7kerrZz726OKgnITcRRITlcxn/7U9+BSjkWqSgFWo+KAmDxfU8+HBA2G2LxR2uNbj7poAcAZcAKJZWBQKB7MWCCZFEvp494Afg5rsHtM9vJYbWlIzplnP04CkL7zrlIgJo4pXzklyy9J+66JYntfjbDgowVznlVmSuSgsqq5jSxTOXRALEAof1JPLQo5NnMaDNLq6EEwTN40+5iGECyt9Qz6A0I7C2Q35mlfQ7i0qPc1h+sME3Xv9TGMaAYReU0CTjHaIVPMlnTqNHzrPPcpKami4jFl8W4YcWbkSNTUnnh2V+anpR/p5awA3A7Z92aJ67BAfed7PtoDWQM3ORv3LWLnmruu52kCYxWgS8RNGVmWVjW9hg+gIBtarOExi+eoJXxm9u+a3gybwk4QHMajdMCZhUu34+r1euBwvQOe1kMeaKWgOqbirWlGbVPHNgBdBYM7ZgtDh5zwVO3i/o+NVOn1L94wqvmNKFosriFl8+4vHFX/+LeMvBJ4s3YA0Q7Dp0W9wIl9jlRhsXSgnnu88fx4eefTO6py9FR34YgcMl8qKTTqitF4rtGkBSHTjnMF5bIDcezd0t6GxdJpqbCKw6OTBW0vZ3OmiQg7KqGAhTFm2yo1Wx6H4ji286XgAESUlqPUFhskGwiLAdhY1lcX8RYQAM5TdGX25C4TnM8/GcnPDyzRNqAtJBrECnuadZP2tKyMsW3Ho89qMb8Ds7mfd+KCqz7D2mk27GcgPCRS897s1KqnW784UBX/pNP4M3Lp/FvWmFxA5LNyC6CZvUos8B1+Iat8IF7k4H+OD2IQDASdjgg+tb+OidN+L6eV/HpQhWqudCcgDQlKUMVr0G1wTRw7tYg7oW3LWSDdqIei06TXdp6rNsTEPSFRMg1nJlJwcykTYQzVRlqWz9knhR1nq8eBSWNrUX2sY2kk0T9w+NK9cDZ9BJSV+WJn822DPXo8SJKYGYSupHrCaquOM4AptclEpKvDT3hix+04XT3+hw+WjA7gbhZ599HJ88OsZvf+h9uB3PAKB0MgGAlUkmuwEnEOAoUsL1ZoMPqmvKwRdXFjnDUsey6VyNA7XsUvL1MikmKlGKYOy+iTT9RYUeCUCsN9dGEmaVrOFjiUe9NZNAHROzYAWxzoC1vC7Ict3YAGq8bUDg3jzOLBkBRXPXDgYLiZwCSikBAyoSzlxUZv1uAvqawaBhqvJdA4Q/wAw3LhAo4dDtsGwEpCxNP/0WmQmHfodDJ8zLk3CA6BJuhkucTkt82PaSbQa1unvPM6cZE9XXeA9adAUvYdZsxXxcbIztcmp1KRdFnJdc5uoDNXQQO6VrmQpuVLAQLdEtaWhW9WQIjfdzBo1n0k4g8xyiLnh42ZCWTnA7KZd0kAfPiwD2QUgvfS8bZRglfupaFcvXAbDYZXby5cbjxbdEPPl7P4z3ffIhPPR3D3G+OMY7/8yI333rF5TUQaW1kSHHUbuVOmQc+i2Owraw7/LRotA0TQvO5Vw14pwr2IRY41G0wK+vSveYIq9kCDYEePEQhVfajeBFg+nmIfzZFu6jz4CWC6RHrgvwtxU9cbrcyHjQgVA0oytpzhwttUYa58umKsi61erb4aC5YbkZqgcHSUkpM0rGAJkra1BdcyMjuV60+eauPvtQ4mSgHgDuYgukhHy4Qr62kvfuKvGGMvB8f4jnmmO8qfskVq7HqYJ9D4VzHLqtNpwUWbPWSVvpW+Ecz8UjLUWu9Fa/U1XZGKShI1CR+SbKBspCcsmHHfLNg0KQoehLh1aMU30ePfSRVOoqepkfI4iV8EpDPwVrXT8JAG3jBMWKrPPrjGMS7kgxDrqmdiLuE+AzXHavGLO7l/3Nv8vLRAFmpJCyMXXtlctSWMaEmrn589fsMZgAFLXVWaooNcCbDp/DjeM1pk4oix8/PcFPnL8Od6dVUUvNCg5Z6+GrnU7K15bKK6r5WgXnrhYmFIwCgNUIFCXZWRpo79kN1Wd+KcpqaSPjcs804q2Ro0lOFeuf5u+5/9QUL2uW1turkHvJXM7ia31GK1R5CTtyFouWMuerBRxGuJrPca5rwqvK7dXLOtKsc1O8sPkfYlTNNsIe7bXG4lyqCwsyb2vPze53rgVgJbJzhN2WyJWCpFIOqwc8772n1rHP57qsL7uCFy9v1kHmvuXV97kebOpNgaDceCA6hE0PvtwAxwelbZJfiyxViWFM3NGJwF9uAmihp5pRRsuGYGXJ5cKIKimJ0YPyCo80Z/i6J34OP/Gtr8WH791AfvsN/MLlNXzij34C//HnvR3PT0c4SwvZ2DNprAyHZ8Zr+OTuSGqT9TTPjYNfM6gXkQledeKZ3LsQ9/1oWXOngOiJWS53nIDZaVwYaodtoXgCjWQw7l0Kzfix28JOM8106wkeqrUx8Mgx19wtUBFlLdPkRStFRXZliaWldDNWbThA6aczMUc/6y0+o9nCQfrOKbhnfeznfciRkgCMORfrnQ+64gkV1N8sl+a2bzZr3AwXOE8dztEViu06t0js8GI6wPPjERwYS9+jo7Ew9PwOcJdb8KqTc845ef7gZAymLJkI76RjqifhLGimxTPDrXvQ+RpW2orgpWOuzidyLmEbpgw3qtKtgrDTKqKImDIQNiNoN4kk1zKIBsFQMw2lDoFr74LpZIH80Erubeb5FC7A5wpAB6CCOfODSE+2UjWEWdx39TKraPJLc5cTs1NOa44pK4dYrVPrRpz4Db721s/jnc1T+NnL61g+n3DnclX6i3vRy9L8vbzPUkFTnjfruhKnWeoNdtDovVgOHpYxmJ3EFjPb38szmOVQ3GIcgTaCOwlzMIzl+QpxZjbG5dmZS2rPauTnqrx7HUdmBrO63lc+FygFKC+ZmmQVOS+dtvl9yVDRnlpuCT1m2nKYZQNs7q7y6GVuCCNE3HKXIzo3lj5z5gmYUAnnDNKUXmmKqfsPM/XYPZ0/nUNMCTyMUpfAdRMzkQiCWiikn1e8FvOOCLOCJR3HKauwKN1/n6pXVoBRJ0033Vw67dO8HvhmFz66MpRWHbBotGxTgQkd5NK4cND0VnQA+xoHNgHpsKk5eebaLmjWOECUS0KxbmfTEpkdLlKHk7hB/Lrn8cLlEvkXruFvveP3wX/5Xfwnb/wRXOQOG27hOeMiL+CRcew3OGk0Zp+53mkZweFYYs9NL3yBG0dSrroUiaZw1mv1mSxi9h75WDMTO5WlOhBpI7ebKi8eECsStcWwXZYjNllkO+C0O4oRQDiqOIYVxeQMjDOU2DyMlIAmlh73FkJYIc08LrXP9+thliPmcsBZJRq3vhYIpZnMtX0eEfKqE/JUFyWXb6EL1CuIIlaSWgFJd9xgk+UexXIrt0LxleOwQUcTboXz0rCidSNSQ5KmzABta8cXZiqhiKXG/HoQktFGcttYtNIjwNarYRvBYVpG2cSN5OJ9n4p2QZEx1ykK55KZmVaWJx8LScxKcnMj9GvzhNxWFYJ1TYfznagFGdg5y+f785pFuN/1WbHshqjnxoN9rCQUi4OAeqpbwUbKoKStbiapS+bGAROJempi0DQjWxgKb2qsKnrRc0DkgE1usPQD/uRr/g3ujIf43nd+JW7/xBofePMh8MZ6u4XcQZKOW7gBJffBKAdRig5+DbiLrfDOF9JCeK5Ui5yFOpsJaIRw4/WElyYU4oa5y0Emd0b6wFUXTa3+XEACZMUgXkUhUWm6Fvfn/Vi5tFvqx3ooFlklYM+0GsAVnFRejQmIQCYHug/6I9rzXNVxjKpqcb6nYs1N9dbNC4NY22tHJQXpXBjZxrrOeGJkdmhoQqcKxUbSsQ42OaCKhphUdZmXeZDMhQRTDkELXaIXQovNu3fIsYKr5IVQ5K6w7OZKMuwJ1Pri+tMoMuQESLOKRdy7L2sVVTyi3SiEnIIHCCpq4dnnDqmGUfnlOjDgqeZUnXRgpZQlHsmoD5WFSMJWYukJbjuVckYQCeEEepBa1ZO5W1qx5u7jYx6HDfxvfREf+MJDuHOP//If/AG4N13iW7/gX+HQ7XAjXCLSBA/GjbjGtCCklSK4RllUS5mXXXkWAFJqaha0H6UJgMbwpYTVJKtM7sqhKMraoUdcWX65C8gH8v2+18VIesBZncGgfdsAkB4iaal94DMAiAWybAgvOzlotGeZLVYhalRWnFv3wDiJYOZRVw5iAEVAg6YMb1bcvIvGA40H8T7OYvPsxrDPlyASj8Sp5h0zTuIGt8I57k4HSHBFo26dW/Q5wlHG0vVIcHh6vIZICY/Fu9jkBn5AlaLW/mxmeBzLPfBC4u/cSIViun5Q7pUSS7PF6MQb20omJWhY6fqpALD76jhZ0oueSnmz31kjkQbUxnoAeSprqbQDN+DXq8VXclYpvGEW3IOoyFG/3PUp0XgieoKI3k5Ev0RE7yGiP6s/v05E/4KIPqD/v/apPmtOcQSJ60Hb2jZH+ptruehkcs/68pxnr5H0jRuSuLyqwW36dGypEaB0yCjAyH2uQ7fDf/b534+/+eV/D35LeN33nCK/7wCHbodb4RxPhLt42J/jur/EcdggtUBaKDVUOebm7vIiyj0UAQwBJWmU/LHdT9EYSzUTUfrAocbMMPqtZS0A5OAwHkdR3YmzbjW60VnllWhUHXp1nVN0otEWLU2k8+GF8gqo5ehrXtgop9I7TTqV4N4ZaMqYlrHMFQCkVRTtOs2XS8WiEFmMTpuW+kfniXYjaCdEGrcZxGNQ7ntuQuHsg4FDv8OJ24jlprEAcH2OuDMdSKNJbVhxZzzEnfEQF2mBTWrgJp4Vl1AJE61ZA+Us3thC9OY4ekyHDYaTtnSlYZLGISACaerU7yb47Qi/1nZSzFJrUEhGGbQT/b7caOHRTtOu2j5K2oar52YZFHXTS0m2cU2aICGPlbQCRab8ZXEuvT4dyz4B+N8z888Q0SGAnyaifwHgTwF4GzP/VSL6dgDfDuAvvdIHmQRPXipfXPtfk8aRjghs6LSmfYxHLh8wSzXoxZ6KcEP5nl5aInHXCIFlyghnO7hphUO/w4HfFQXazA4jfGkYGd90jo98/QnSkvFf/PjX4tHH7uKvPPWP0NGIp6dr+JX+BnwPuCHPTnKnsSkK975UJI26oR1VxFxrqYsly26GRFMpxClN/JoguV2gIMPWHrp2IZm1NGbdXEuJh0nJOUHBHjcksRpB2zzNF06poFIl1EsUHgCIwG0DSkvJVW8NT5EwwZ+LV1AIOdqYoRxAzKLpn2dejYUqNrdjAg01HCmCkAzcGQ9wtznAyg0ABlzkDrsk1vJaWOO6v8Qtfy7S1NrFxq7saWYAWDkdsXhcYBX6pEp9DlojT+o9uZ14ksQovfb2CqAg4VHRjAdkXbaC20hNBZf4220dSK30/dJusr7rfmA9PNygHrJ9zTx9+ArXp9zszPxJAJ/Uv18Q0XsBPAbg9wH4Sn3ZdwH4EXyKzW5UStPh8kSaYpB0FDuN6xil4CIdSTmp304V3DEEmkjLR1FSdMSSBsOuB1QZxp9tQffO4fobuB4uceh2JYcOSKHFaVrCI+PbPv8dyG92+Bs//jvxhr+T8Mx/+DBOX7/Eidvgg/1tfGR9A2HLxRUzium0CvCDVpp5KaAgBuJ2KqkjDrXN7rwHHJKAM6kL5fmsAaW8z4lwwZDU+o2ieBsDxutLKdYYIDxy0xeP4gG5KQsgNcyUZexz21gVWeZ5ZOuCC8BvRV8uHy6FBLJoCn/er3sBGrsANyb40wuZl9Wi9k2DiTICNNWDxui47H2pEgMghCnrhuO9FH40AZSB5/pDPNse4wu7j6OjEc/uXoPnxyM8FM9x3W9wy5/jiXCGLo+4O4kLbhRo9hqzK5krLSOmwwZ+O0nIMQrJBo6ArhUF5LV6U3pA0zgAlwm8aDBeX0rdwfmuou6mOjtRJSLZoZ70MElZSDaWMXFOxnOuAWB/HKoR0/DOavH3MjzK1vyMN/v8IqInAXwxgJ8AcFsPAgB4FsDtl3nPtwD4FgDowtG+dSZN7RiCDOhk5Lp5tWi/dBNhVBDCQfLqOkilyymRdAG5CmgBRftsT8X0PiSNo1uX+OSXXsNwjfF//+Wvxs3lGr/25BNoXKqMsVQJLCZ5bQeSHyyrIJaXm1A13/XA41Y2A1mXVuNjm+s992D0VL8KwIiIIcqCIqt7tnHKuVoeSw1e+QyRkVb025PyB1HH0mksac0wLYZUkHBPR3B+zwVzYPEutFS3LFKqm6JOhoYY3hfBRphmIMQT23HcS4ua4k2Gw4UKmZz4jarfKBGKsYf01/FzoiLkaT/1tjdAqi2Qbaysbl4zPsgACSiKDClXZldZe6qmw1H48WVszcszD04B1z36somTzIk5XseNGZio3ke4QsC5cn3am52IDgD8AwB/jpnPafahzMxE96+kZebvAPAdAHC8eIRFUJLBtrCaWDqHImep+S75S7UEPVfro8CPlRHC0NvEcJOcmMZhRnAV5Q8CNI3aq2zeS84RF6WUy9Rhkxv8yTf8Gxy/aYv/5v1fgeV/c4IXHr6J577lHDfbyzLQVvDghlTQVTck8CjNKKSPm4QsTifRr3vQpgdF0URzLoOSIOBuO4EYxQKUhZmiuPbT/qFkzSwlbmctR81apZe1toArFVbd8ex8Bf5sA6YkY94EYb1O+4tMnq0CRuQcslokU2vdu2eqSLsbppoezVAA0lDsK4tTm2lwE1R9WIhLORA8MRIIL04HaFTiymk+feV67Dji4+MNdG7AE/FF0aWfjtHnADehYkCWmQCQG4fUtvBjhlex02I1bRNqDF/rDxz8LiqY5wH4wmlw2xHoJ6HcUgA8Siotx1bBWutMayeYVjB6aRFOLotyjXMSfgDlwJYMliv4U8GKrMT4FVC4T2uzE1GEbPS/y8zfqz9+jogeYeZPEtEjAJ7/ND6oxm9W82sVO4afTVn415i5NUClO75CamHve2whqawQugY5AE5rqGt+Vv7dcytqp5SxdIOg8P4S11cbXN4+wbgi/Ozzj4GI0ay5nO7SvdXv3ZeIFVwhnpgVM8vF2lMuzd9Xn3e+aUyu6+qzm4ikFMygeBnGJDSp/JfQQs0znHkKPKNfAuop2Pdl7FdeAbD20AYgMpHwAYAid2waf9Yht2zyK88nE6FfbPXgBuASQN4VfCRSQqMUWLk1gqeMiIQRAWvNwSe3Q9KuwVP2dS4cwXaKWFD9lx1CLOPGDFCmvfkBkRxGFvszl/uycRLD4q/UPJim/Qycno8BUNYqHEQt+Mq4mAdbqgxppofg5HXzPhr3uz7lZicx4d8J4L3M/Ddmv/onAL4RwF/V///jT/VZ7Ei7pAYRD8yAm9dBDwy32WmjwlDeY8AeVLL4vvx4Byj/rHZoVdkl9g5YNZhWIpqwdH2RmDahhIvU4TK1eKQ5w614jtO0xPt3j+BLbn4Mz3/rXfzcc48hfO91rJ6d0D17Lta5l84tzjIE9px2bzNeuqlQp0UUVZlhQnz2QnLyS1Oc3QdorFmjqLGM1V0G5MPGCfHeFia/Xdh4zBI6eF10s/JJuS8bb8kQ5MMl0kFT9PvZ1efx2xEmg00pV5R5nOD6Ebxo1doQxoePUbTmAcS7OyEM6SGTY5DnHxL82Vaex5SGVbwkHQgRJ57u4F+8ADcRbtHA7zoEPYgfjffQIOHj43XssghZnvgNdlPE3XSATR5LUdNZWmGdmhIGGnkFOSNcziS+7EAzgE7Hab7KchcA04BXYM1dCgJvLDnLBs0lt5kgVNjLnX5OI/G3qgLlNqoEFs0ODFsweuOewOT0kEUJPUQ3UCm6r1DeCnx6lv03AfgGAL9ARD+nP/s/Qjb53yeibwLwMQB/+NP4rJfGQ3oVHTet8S3xYnkBF4sJzOLD+xGGaH9TmOCjG4Bf2DyBpR+wSdJA0AQOn+8PsJkavLA4xO32HHfHFZ7dHmIZRtxuzxF8xuqTIxYfPy96bvl4pTXZLYajoN1I1FLqKZ1aB2tQCQDN2YSwniTvO04SD+fwkmeVsdK4VzuQlGebP2NiEKc6DnOAx6x2Uc/RA6G4j2qZHMCBwBPNLG69Z/s+1vSPpZSEtVPTd3muZlP4EVyLPopnUQ/DqvOOoudXarJnZBI/Mn7l8hoWfsBl6hAp4T2Xj+GFnQBxF6nDc+MxPrG7hugSFm5AgsPF2OFXLq9hWhKGR44kJJgbGHtGde1pYuGsmzYATAOAqwIN1feIC65oOs2wiPstcx0T60ewpxcwE/e0NXvf4qdkOIyXrrHze0lX37B/fTpo/I/h/rcOAL/tU73/Ph+IsB4raKOx4tz6kDKHaFbvW5hkpHHoVPXW9lhkEOQVkNjXZRRv4KGfGfD2579Ufid9EyT/yoBL8r0vNoR3R+E6uwmYOsIvXCPEc8biE3dBmx3yyQHSqsHHvnqB8PnnOFyc47jdYTtFrIeoWTaNpXRlHLc7eJfxKz/0JB79V0mKTNQdNA21Eg4YqmuFKH520kMPgFVbxhNAEbP0m1F6nKuiiej0eynMONuhNJm0fuJtVLwhv5RqaRuXPPhwZu2MUQYISed8V+aBZ/JdcCj98QzAM7ee2yBgrBZzUAylBDf3Tss2HbhrMV5boLuXcPd/fAI/7p/Au7J8uYl7/MridUitxbYATUDccFEYmhbAvd/cI/yBczQ+wbv6nMEJd37MHhd9izsvHOHJ/6lB9/EzTNeWyK1HvLeDO9+Au0a05oF6eAL72Yw+lXh7rwUYi0owchavkFlSchrymD7gVU070gMV2q7MGHXUhBq2jQkYgWDp0pe5Pgt0WdQcrimBWvpsdlFikdCFVr0RvfTEUYvycpfF1NIH2aF7do3uOarxprrC80XOlgs3Rtyqw3BrIXn19RZIGWkRMRxHjI8P+Non34snurt4srmD89ThuekYHlyYXMbjfk1zBw0l/B+uvUYswwyFLp1nwhWkuFjTutlNCDNrHt8VKW4qNeNF0w6QZ1A0mMxSWh58Fha8rFAhaQwbapsjnq9HTkBpRKHMwJlc+FXXsoy1c1qUYh6aAIpwScBI8+w8SWXhLuP6ey5RWkOnLJV53hcOfqlC3CbEu5viHfYPH6D5/Wf4M0++U4tkqjBpQwlL6rHhFh8fbuBfHHw+zprPEyzGO6TWIxAVuWya4TNzQpRtaqMZs4M8T8GOoJkOU1BiUYgNM0/BSE6zA6Jcc+XaK1mZMoafAtN68IUwymM3GqWJGZRSwLYRl1BPLne+UYnnVoQN2yidPTKDpiqLJICZ5i99rWqiSPuATy8NIKbjBYgZ/t4GsHLPK3rnZp3i+VDAqHy8wse+ZonhsQHdR1r88E99KfqvPMdf/aLvxcgBZ9MSnjJ2OcJr5RwAfGy4iT5HhC1psYQx4mYei1KJTUwhd6HUdrOh8XpQ+d20Z10wNWVjZaVgUkqgEfAbOTjStZU8lvLU9wC6QKBE5ZnnSDRyJfiUHLkBdl7KYedhCI3Cm7D3F9fTUkp60MPrPc3ceiuXZU+iokqEsJYD2a9rMwdZSwwggbbSNMpouW4mqZybgNQ4RJe1Ys6LXn2WlFxDE9bUIjGhdSOWYcALRw6Lk5Uw47ZS5spNlFy8NhDJy07XlVqpl4mXTZW3uuv6zCT91K23/bwNNoAKempHpFIUdRgKT6U0s1g10vfg9LKuh/tcD5gbb6IKyv5pNW2j7gsb2qluK08Z2O7AwwDSvGvSdFZtayvi+GbF5mKVBbTTXKbLQmgQAEo+w1tapAmFHLKX2svKvdfUSFo1iF9wjq9+zfvxoz/1JXj0B57G+1/7CPBFQILDNkU4YuH+MxehhXvjCpephetnno1dsxQMmGt7rDDLqWZSryhXCqaNJVGVn44VgMLIADJoBBA9pkUDEImAImVgyCU1WbyIksmwe9sHQynnojAkaqcN2CrlDOhKDHCu9dVJMQXNHRd5ZZBUDPraVdVvJnFdnZNKM6qtn9GLTny5T2bRFshJXNsp7B9iM4Uc70SqesxSTGM5+JG8WnrJyjRuwtRJHUE43VVgNAZgGMGbDajrAK0lQHipHBVgYzAzGgCsxXJaGCgp4xy2XKS3i25dzqBQm0LKwJLSjOVLSgss6LowdeKXuR6weIUiwHtgksQ8he01d0M8gY8OxLKrmJ4bE7CBxJNOtc417mPtu027scRItuDYETh7PUycAGnMsN7kNCbBnqw6K0YkFRTwvUpQtw1SF0A0onUTtl9xgfc99Qg4Mv7sD/8JHN2+xO958hexdAOWvi/uvKcMh4wdN/jn3W/YXwQGdlGlhwqXABL7zV5XqJ3OIR8uYRpvAOqJbgCXc8ICs3GehMMgqLgUpTjlNsi4msqMgH5+NxMERcUESiHGmArpxQ7HIiWtNNpC5DFMZuayox9Ak4ffiaBDkZ9Wd9e60wDq+kcPahsRabxaj28HTxZZMGH1NbMUIxfsxA5fJ9I98mxMaGjCdX+Jk7gFJYAG9Tyd9vPLkI4uJjBpQ2t58BIWopa3aklwVpVax1OdH0Jhhc5BQszCHPP2ioQViVeI+dyU1DSDTw6Bu1cyL7PrAevGsxRZWEWXnvA5eKTWAT3tt9Ah0XkrbjoLGOG1/tcqkKzqJx9KRxh3sZVTuG1qGoQAzkrBVGJPEZewE7WvwEumiGkREDBVILALSK0og3ZuxH/+a/8JHv71Z/jGH/4zeO3fB575zSdYvm7A9XCJpevRaEoo0oQTt5V0UDs78ctiFl12O7HdNFW8IWepZXeutH/iZYd0ZJrycs/+cphp16tW3AyFp5RAl0JDTYsoqHTDhbFYwis7QHZXFGg1Dk+tB7GX9sbmoSijLpuqTb9/oFsTCkq1lzj1I+AT3FYUcdyml0N91ZXeZblxtVtKZmQV7ijadIY3WB+1EGTMFi3SkergDQlg2dDyOJJPi5ANM3LACEnfPeQvcBR2As6OSQ64luB0XeaukQaYs0rLOXOQEs+aULRAIzUTufE1RCPIWiRtUrobBXvQDkgGzBb6q/JOspdDkTZDMWYlY6XkpnS82BcbuXI9+P7sJp2UM5AcQFnaQE1yk7kJZfEVokOGLNY9pDHV03XZFqQXrF1KbCGMqSrQ2imYc9HjLlr2qnZagRaG30kZ6FW5n+iTFNMop/72o6d4+stvYVox/ruf+c24duMC3/aGd+DEb7DOLTxFeDAG9qBJrEBhDZqcU9JeXXoPHFW5dkKVTjJhD10YlGVRkmnKWdgxGJ1TrKD1PWMVCpHurrm+16456FMQdwd4A4Fq7Gn93jg4JCXTSDcZru2TGmlJ5YYE2qaauoq+xOO2FgynsD53BeDLqNbPMi9tqGuDCPloCRwtq7U3bgWA3EA5+pAe8OrCCzlnKvXxuxyx5gbbFOF7LeXtmpoFsXsda2dWdkK1lRARAEnIVMKrcQY2WvMPFote3O2ga4CnAlbLgT3btMylaYq1KYP3RbbL1swrufDAZ0E3nqOXU10L9pG1vVHKyMsW00kLGgnhXOvZzU3qVUigbEYBfnITMB23kh+9t9FSV6kyArOkcFpI3JVRXfftKIvFOoOME2inOnIxiN76hTRRzN0MCASwakbcDmdY5xanaYlvePIngCeBv/Ezvx2v+07CnS+8ifH1ws/+8PAQdjli5yMSHNxAUg++iBiPWvg+wZ8pmLYZJaQ5WSFHDw85H7mNEj608gcG6mQWckrKpbEEDVN1KXWjY7MFdS3SjQOpIBsTXFZq5zjpM8/cv6vupFmtOalBgbq0jNg91MLvMhZPX9babAC5WWBaeLQXO7gXz8EHS0w3VkBwJYSgPgGOMR11YslnBR7iaWujDY1PbQ0BepBnYLzeYTz0cD0jqEdS4ujoMHUED+kRv8kN+hwl1FKK7Sa18GBc5AVOxyWaiyyFU4crbYLpazHLqGq+uwFoo3gtepg48zqMhARI80jogd2qHPjdjYRPXVv2A23Gmgmag3qKgdC613S17ANuG6RVU8A9O0g+Z6SkRSkllxiudOEkKpJLTuuZa+NFOTlpRlG0q8RLY9bYX/uyzfK6L8cVFhCnumBiNYxAkVTz28gNas2mDJcYozLvvLqEpl9+/WSNF7/gJvprwP/4K78Rjx+e4ouPPo5rYY3OjUhWHKEFEIY7yMSqS1+aCigizbPUDFCRa4ac5GYJokeODn6cpWy8A7PGunFWGGRKJzmLBnkjDK69PK+FGDpOnDOuytEIEQrSemjuIZgrmRku6T1q77Xy+fNYM1cxSqf5fmuLVTIQRGAmEKj0RCe9P3kvymI3vTl5EcGl6sabNl0CYZOFIh2dKNoM2k6aPeR+tbXyvGuMfWZpAplkfIo6UherOEY5MMXQFKLMFV0/9h7oqrJNXaQEOAEyQV5AZ02psm1u9XyEyER4pd3+Wen1Nt08FLLC3Q3cxQ75cIF02MH1E8KdSxgri71DPtCUWHBCDOlHQR2155mQOnoBdjor4pihsUBxcarF4D2RSgCVmroRrXZpbdQI59wmLiWEdYuzMWCdWxy6LU7cgHVusOMGf+zJn8Ldb17h+z/2FuT/70P40Oo28E3A77n5blz3l2iQkDpGXjZFT96ALXLaLSXPDkCrNS+LyiaZi8iF0VrTMkgTyEFSUUVVNnp5tllasbRfHidguwMOF0jLCGeEEKAQfCw+JEv/zNJy1oYqXk6VOWgCCiRgqpuk9XFaHsONeS9UKbEus7ZJ1nbJ2upqr3OqZQlMU9CpUtGY4LeTij5K+sqNuSjusCfEhceWpWPs0ol68d3pAM9PSxyHLW6GC0RK2OWIxIThwGNx7bCIdrgx79UmsCc5DJzo8JU1RYTxmngz3Z0d/J1zBfOs8EUzP11TC26mjLxskJp9dZtS4GLUb50/t9MslerOuX6UdGDwAJqX50vgFWtk/h1datGuXkZpNY4xz1M+s8U1p8FaXEqWw7XNbKSZXK1IGQSr/bWLZt9z5d/FpSTao/kyC+86Q8plMySdc+w3+OLlx/DY8Zno0hPw/jsP4YfvfT6enY4xwMP6fxXqpN7bXskv3W+AAKP+76V68pXX2DPqOACoTQi5luFWC+7rWM5Rbmt6wLNxtWEzzCWjNMJ8STfT2TyVcbWY1zaOeiSlb72FWkb8se/QGJbnc2Vjpm6sG5JKMacqeW3vzwynoKpJWRkqbzwIuzxxKRkWXGWW/pyvDQtt7E+ePetsHOZr13AOy1SUFOH8fbrWauvu/fWwVxY83w+fxvVgY/Yg3VCKRpnmrg0QS63HdHAIN2T4MykaMN3sOQAHImAY4bZ93SDOgXqNnTY7sVrWNcMJO036qbUFFCuuMlBTbsGLO2/W37q7MIMGj9R5eCellhdpgYu0KCBPF0bc8Jf4vbffje/9RoeP3rmO1fdfwy9ur+HD/+sb+NNPvBPxnODunAHXjpA7L5ZoI5rgrNaCZ+h1Lf5x9UBkBieqYJiOiTONukUUmacL6XiSV5KlMOCMLrfiOXUNcteCpoz4/EVdaE0QbyMz/FrnTslMRgiiMQnG4V0pdinNLa3aS9l/pAU2tBuFhdhE8NESuQsYTlqwr6FA7BOoRwFMRV1WMg+F9JQYNOuJ7tY9aCfqRNQPgPcSH1uePTgcxAEPhzPsOGJgj53WvTswNrktEuMLP0p/gugxrQJyJAQnPIaSteiTCF0QyRqzwy0D4XKA6yVTYfdQ1th2VK38oR529tkK+Nn9phl3gVTxtnBRHETiaiFr2xUWqn/FyrcHa9kJMvkKvMgdmHsJWahR85J2mto1P/3mJJTZ6Whkjb2fAzX9ZC6sodqkJ6fTVKC5irPTlEu6hPYmbq50an9My/zhcIrf9tD78IaH7iCuGcsXJjx3doj3bR9F2AE8KfLKM+TW8AXnXnHCyphY3Do7CIsijnkHhRYrf0rt+pSqHpvRcC3NV+Zqv3il0HHnnoXFxlfy3tX6oZKcEu/NlVGgZWORiDkSyhjMvbo9VZ/ZZ5ewbEqy0VWptXRsmV1eGXQOucTtrRsR3VSETIQPwdWDcrWMFPbnqkXdW5dQfYPaA35/PNSKp7QfRppLr/83teGXfM8MNxDlXmHQsfcz/bmXXzwPFqAbE8ILFxJve1Xx7EIRdWDv4XpXQKoSt6q+Go1JygFbLyKP/bhXGVVcnLYR67GQQgO3GUTiedFKiaKhmsxg3wineiVdWMNZL51D2ka8gCnDX2ihRxPABKQs1XKtNiNIIKQccZYWeF//CCIlPBHv4msf+nn882+d8MzlMdJP38IPvu034fqHB+DkSO6r1xSV98Ut5Cx5VfEldRwyw9pXF+BS0enSdXXTSwrrYIG8FP13irXHN40J7nwrgNyM/0/9KIvlMOyp2fpL7cyzbLUSzVJZkmOHV0mwLmA6aMRb2451YwNwO1GiRduoYmtTcsgSp09YfLL2SmNSJuONUEMSq9meMsKpNG20ji25CbIfNjtg14NXC+SHrtX6f6DExdsp4jStSunriV/jhr9ULXqhvJ6mJc6nFm4SoDBejEU7b36lVYvxxhI0ZuHgT0nSv4ormbuOKYE8S+WcJ+nAmxlO6zHy0VJSk8YQZAI8g1KC62eqy4SSEXKbQYQ8u4jsA9B6gFpZG316iQrR/HrwpJrNDrzsQAjgRjW1d1PJ+XLej6fLaQ/IoCtd1gGyMYiE9gmUk5Cj8OpN6URQ3VTRUWDP8oOELJJah3CpungAclQXSZv3WWXemDwuUofEImfcZ0npjOxxSR0O/A6HfosnmhfxFx//QXxofAj/5Q/9Edx+5125v8LsM7DHV0VWZmH6mSxRRkVh5+Cd0jRN6MOpteZVVzwkBImDjfdeLF9oazyeGFBVmNJYElkq8ZxD1iYXxdvwJGOTPVxi5DZgWnq4ySnrbhaTKpjKSoFmCOpcpjclkHal5YUeup0Qfq6Cym5kCRscgbiT2m6TcWIGDwNwsJSW4FYskzW2zsB2Ek6EXSvXo3O9WHUGBu0lcDkKGcfKdCnzvrHU0G84CvA9I96jMi456HoxdqYe1OQYTEquyQyn0lS58XoQZ5WyYiBT5Ud4h4wopJpGO8+sxQsjhsb2KPUAjvdZj1evB7vZZ/rkwq120o/MYa/raSERQNBeI5YAETRM0m+89ZJnnLIIYBhiSaTabmIJXS857engujK3UmHEFdBoyogXA8JG6YlKtXRbdbdnPeWaswHxh47xD6/9FvmZeVl6KFl5rQBLQI4MNxEe+tBUQwRPuPNrD/Dir5McM2JGeL7Ba36wRzjtBWF3yglnBfM0NWX3GzTOtwMsHy4KqDbvvmLUU8osYz8/8IKyCacMGvv9uTLXc5D2ye6qxdB/u54QNq4i4DNPC0AZu9JDLjjZhBZyGJlGQzPXT3A9JMbf9oIrrIQ0lZdd2VRzA8DLTr4nhtpvACiCD75PWP/L2/hrN/4A3EigBOSGkSNACXCjhmxOfpa+qsed6DD1Hhgcbr0r4MbP3Ctrxu8mdHfkK6ajrhTpuIudSHJbGOJEojsvZ5hDYmGFmvczlw43Y+U9oNRvN2imocT4TlSXGmmc4Sy9aeHgK1wPeLNTqR4qgBtQupZwcEitk75ZKuhX6LN6EPjLXmrK3RL5SFRADWlnFUkwNVO/HkF9QjqOGI4i4mZCeHFbFEkAwLqeuI1q1xtbbTbQVfIZcJcDHn7Hrm40Zm3NpC5zE+CGCf7eWj5Pufil4Z/Kcl08CfypL/sx3IwXeCK+iL/z7H+I537i9fDrUQpAHIHGKqZZFUwhruJ6O3PxHdK1JdJCQgNDpK09EGnprKn/WE10Qdz7scgpGwMRbaO8c33GlysFpiQVeArYzavSCkgGKGtQFjIh71d1zdNwO6En0/ka+fQM7ugQFE5k45gev4lh6JXbCCzl4CfrgWYbR3n8D//4GiAUimpetsiLIHl9bR6Ru4Dz1y3x5V/1M/gT1/413jfcxieGG/jOj/0u3Pyxvswz7TLCdkRuAsZrnVZPriWc8AfIC68WWp4vLWYcBxK1IllfyikxvGaeXvR6aO/G6pobbuKEyMOegEQVO7lfRmB2PfD+7GzNASwNo4wvO/n95v4AA21HcZFUfMFcdD+l0rvLUGxMFeRi7Qff3Uml7LNw4r0raSmzyJRzKb/MiieUVE6aEYAcRPEl5z1qYwFQDNGftTxmItz54kOcv14s/ne947ege2SNb3zTT+Bev4S1bKZBtdfMSpIUyJT8+HxMdUNRn+DVkykH5FUQyQ4L7eIqlh1F3HGvYoy5oOEARP5YC5IK2cTQd9L4vY0KLs1STgZSlSo+recexWNgFeTcS4dOBCw7me+20dCFy6YEIEDvbhLDsRDxyzJ/ZgH1mSXdNRu04EEpwW947x5pynCT9IH/+HSCu9MBLlInY9SpWMgcw8za7UVDMyjt2l1K3psba2aib7oPndUOL4LV4/tCMJL5VXk2PRSNNUhjhh+y8BsMU7mfXNv8sV/2N/8uLoeijU4M+DPVKMMMqdRFmI+We4CR2+yAfgAvO3CrbkwQGqQzK7doZdGRSvcuInIb5HtOLzTH7qu8EvCSCiu/GaQMdiFFD0JSGYCkfbmIauHClGG908plaraxdhGxZ4AHXvx1CX/hy/8Z/vqPfjWe+u4ez//6I7znsUdwb7PAYULxKKweABkS80ER2MbB5bpIawOCEdjkSqdsoqTygLLJi05dr5TONgLwpS+dgEdar67ti3PTAI4QzrKQmVSLf6+HXNamDrq4s/HF9SCfp5RKFsFwkNwCHuKaE4EcgXyGI6oiIqZouxtE2VXnjXa9AI6LRuNllgNEga29dG0R3qNCK8Y4SG36IhYmmh8yntse4sP9bZylBc4n2ez5oBGQc15xlrTxoiekVQsQEF64AF1uwCeHyK2QXFw/yUGaLFvia4pVs1OMLB1zOi+p515JQW1U8pWuT021ujHDbxOsShB8hU9/n+uz08V1VmHFi7bGecVd8XsxDDyQlx1Ie7lZIUvYau25ttC1QSynYnFzSb4HqLF6WXSpFqYETcE1UQtn9KYdAbDqOaqNFUhVYRKDsuAAuXEaZ89IK+XZGWCRs25vbPHCf3CI4Qj4V7/0RoQXI65pLtWu4uLOT+uMfVHKWbqQAM2/11RPSf04LmkdXnbl8yU/XC1fDoKjUOmNbqFWkGd1rmwMB+y9t3gBk+TIa0GMKyIWNEnVm82HEWMAr4dWrt1mTSp8nPWgN7zHyDBESuxJWuu+TyiSVCnVMMhi3+BAFMUwWLWgzqvIitMe4WZPKWnm+dgYOwOTYwAWHUzv/r7qMWaBDQA0ctiYQFar3tZqTfmBLSL9wSRsRLPoVLT+8LLXg2/sqEiptIFqkFatIPHmos1iFjgqD5wPBOSIZzu48y3cmhF1kqy0tViwadQiECeovZFEtFqpHPI5SzksM/LBEmiVMdUaRz7XQ8S6zviqMOIZwMigUckctAAftnLIWG823eyCsmfQKH3IfutrP4A7j67wk+95HV7/3Rnh4lwRZC5SxHnVibb8oHG4bYw55mClrCQ12yIKgRoHm7ad6b15J9pqjfT4dlZRNooMEwenFGulba53CoK1omlu2n8j9kA7DtpymoW+LK+RZocURXTE9yP82RrcNZiuSZWav+xFK05Rfzck0OW20KFpyFoO6+RQh3oFIxT08qBxgr9Ie2QgW09p2QCEWmOv64SbgNR4uO0Ep9+Xlg1SFA5+nyMEI7+PtTQMI0vOnJwKSARtV6YNKU2E0g4FK+yyQ8X1U+VHTPpNmjsfD8ywyXutotBCIjdMwC4XBuIcoH6564GXuBrbDY73Y8oM+RkgrnGcWSc73sopx/v/tyIMmxflsSMFYc5drZQy8AaultzOcrM8n2Bl3wGo8laMohcu6S9XY1erk7fUViFGyOvbOx7/7OOfjyl5TMkh3g3w2vgPALiLWL/2EOPSYVwQcgTcCPgRaM8TFs/u9HVNHdZZCrF0U7miMAOgWkZGBYbsM7K6uqR/N49gNkdXu9Ts8QDscAFqYY/3YI8yLoXUdMVTecXL3PnZvVR9u5d5TgV4WTMTL1E0NstsXlRjajkZoc/44DO3sB4b9FPAMHnkyDh90xJuZISedbxQ1wEBqXHIWqZoNQ/sdLMaZsCAHxmLFwbQkF/67IYvOOkwVJa9UZxTrrRqM/rGa3AsKr0vj889+BLXaWXuYdK6auloSdse1goK0SOTtgoes8oUadXTrLqKvQAt7nJbYmkAkssfBgHQ1BJPC48AgNaDKn84ERc4aICsFma9E5VTrTXnKHK9sHSg1sBbugSAnNR6ssIBblPzxgAqCqsj/fgPbzD9xJEQN6YMYKc6+g5+PWK40eHeN17id37e+zCyx8QeY/bITHj7v3kL3vhd8t3D7UMQM8JZD2gYIvFbABCqqISGGXAoKaxwvgNyFjUXlbAiA+fM+lhZZ6ddWTcWH7cKxOnGV5UY5Aw3xqpYY2XFOteFpNO1pVNPWbxAif3lDbONHT04LvdiXoRa+14bInIpGKIxgba9hh0oB3HR14eQU4yXMN5cgiaGv9hh+bGM13z3AjncQLuT137k92e8+Vvfi80kefjOTziI/V7bsCGHUlkHAJ0f0bqEPnvsUkSgjFUY8O47j4K+8zpWH7vcf1ZfU5J+TPDroej3U8rwpxvQlET7rpWMBsPC1gTpaf+5RKrRiwnSUN5i97mlThmkCisMus97BfkFUXWN7P029mZt7pcb1pNxj5Y6P/lND8+APFIGV8a+9QLqgvQS0wOoaLCh5rbZB6FChtMdwqlOkDKvxusLpM5jOojY3vA46E5xFHa4Hc9w6HdCxWWHHz58U30UVanZuywMEr8RSFb8kgEmZA+Qae7rRmMbN93oos0/GzJNY1rdQUGuHcQDm9OMCeV3Jd6cIcjWEaYU5cyH0sQogUqHTjPPyL4PFfSsnpZ2wJmvARsjnXey99l86GHDxduQteTShPZZ2YimqgR/Db/h6GPY5Aab3GDpBhz7DRwxGhLA7iItCjsvgbB0AzoaC0PPWlStpwYfjTf2vD2T694jjyWWFKXqFsia1jmzZ7TXW1jK91nzs+vB0mUTI1yo5SPRZqdBaIF80JUTGVNSNNZVcT4DxQ4a5EUQffTLrWzaWaGHsOw8CA1y20hRyJDQbFVeSptGmi5YON1o/y4vxIwpCeq8iJiW0j20lBsSJHbUXlvGBZj3EXfWq07vN3XC5osvjiop1Uqqi31ReqExY/NYh80fPMOyGXH+jtv4x6cP4cYf/AS+/ckfwGla4SJ3gsqrHFS4HKqghtNNmgBuXZVVDoR4OSJ88p5sIM1wmChlbaaZQP0E7iKmVaVewkFiXieAkTVKkMPP14M6teJBWZlmmoGDVw7HQqpRaqdZZn+hpB4H0ZSfsuAgdrmqYluLQZR8tBmlO41VqrUeKUrziCL1NWj3Fc08BKJywLldKqnbUlLLomEo64/LJr8dzzBw0CKahEO3g6eMjkYM2kfQNvhl6nAtrPG6+Dx2HPHMeA2bqUFqRHTSb0dg0pLn6KUkWFN5JmRZNnoTJZ07JWFLzltdGyit/JWXux64uqwbpup+2UmkaYhKHBEQiB3EOnizElAygQIrprJiTSLGVOPH4KsVseIEZlg/LVmwCrT0I3ipbDKkGo97qiWu9l6gWKxykVhAnuVRay8uyCmRUWi4hkwzcbmPqSX8jifej4Uf8QOnt3D84RHPnh/iIovFMO00Q4VpzPux+ux7DeTMrQNvSA4v74u1uJqHLpadaI96yZiVWmaA/Oz5CqxBgOOa5wUqhmIvN49h5qmVHu4KuJdaBau95yQUZ/u+SPsZGvUciriIHuJlLALtpaygdNSS8/eaSQFqDzabK/UMy7MTI7FDpAlL1yNyKtRbExN1lFFRFJSqOgA4cjsgQ8ui9b5nOXH2rujtvUSpVufHrD9lLbK5H1bxChsd+CxYdnfZV660c1JsAsDyn1gtYLlaAPAaA6dVo91ClS1kRAdHxQqV/nDKjacpI5xt6wlosTihpGpEpMJVmmP2sG6c7fNiGaaDRsoMSwpIQgCJ6eW57D6LwuqUgSEj3tuWqqxSXw1dpDC1EYZLwGVq8WT3Io6/7hk8f36A7ccP8Zd+8Rtw6zc8h7/8hh8Q4GY3yYFpG6u4dJJjdlMucnTcA2CAdUyLBrkt8nVfCTbyUlngTPtpNO2rXuJh03XX7ETh+dOsgeGUC1ovHUsm0WcD1DuqWQqbs+qW5iqsEYJ4XMEjrQSTMcaeN09OS5NNtkqYZxPIE9JBWwAzYpHR5h0VbUJiBhS5t41WmIZjgs8AUiPW2404cZtSOAOIrl2Cw93pADsOiLOmk602pEiQ5pPXwyU6PyLsWPrM6eFqdRmCYc0OYSN0QTwrqLd7tToRJFWDWMTPIcFJVtdMXW1e+sIYgm4iINQFlFlINzmDGi+EC4thgCL/Q9pGNy9DGRBmlhSf6spZpZ2oo6JwqCWv7srChXOCCUwJbhhF7fSoUYwABTGFB7JzWmSirZq1wgya+qExgU4vwNOkLaNrzEmzgFvAMQF5Dv0Wf+m1P4h1bvF/es+fwGM/OuDDj11H95S2SdI0DcHvWwFg5hUBmAiONMtgNf1+Vq6ZWTb6eiv35o3lJ17PXiEIqyeRktA3x0k+MwYAXrr5WIzOkHvYK9vM+jO5vyIIOnfzrYZfdQVoSlIKTAR2jYBVGib4nVg3Uu1CS1WWZorJPAVfy5P1T2lwMY/fDc02opWpwmxHnRvp7hspSUcZzshwUhefozQHSQvscsSh35VDy4NLoxCTFW9ckp6AO6nZEMlpKuFRGXdz2owv4CT8cESCXRhJSr24UldyNfMwux4wQKeAjkpJk57+VThC+4TpS+XkCwXMcSaaMEoPs3TYSp5Ye5u5C+2SqeWGuWtARgNVqWgPFNQTQOFbm8X3xr6ajI3GiOcDTD0E3lfFESeok1M9dxpIYnavxQzOgQ+WlVLrnUxw4+DOJ8k5x4B80AIMODAGDnh6vIZNbhHeeo6PnByALgjf/E+/Gce/7EB5LQdbV60PgNJYwu0muG0vFk3bItGyKUSYCnZBe4hTob8CQPPirmQw4Lgou3LrwfCiomobVEVDiQiIDGhTB8sdsxW+OCcND3JG0b7TCjY02mtuO9SQCXqQHx1ql9u2aOSVy0nDTCr4iANH7W9OBCyxB3jRMFXAzQ6ZLLUL1oghB1eKWgpPIgZwk/FEvIvOjUW3zgg3nRvRcMLNcIGRg9TME2PleukZnyM+Ot5CoyGAoywVfMMowpvM8BsCJV9KnmmYhMHoRJZtrqNQLl1jVmBDkwi+7CkGXbk+e3l209AasiyaKSEfdFV7fJREJrcebGmaCRJ7DyM4LpCWATxl+JyBnOAuN/I1XUQmB17IJPr1IE0JUq7cb1WhSa3UsWcrLCCC81Ta6VJK8KejtozqhEyTlL6ZJZ4rzRusNDEGqUJzTuqcgeI+p07SbCEl8L0z0HIB6mJxZzMTnp9OsMsRf+j1Pwu8Hvif/ulX4LX/v3M5sJTkUw5BzX3nRgQn3WYAbXagNgqnOzokRDkUNwNKtkhxEqjcM0cpMvL3LkSXfhUBUNGAz20sRSWUQyX3TCixb5nmKZc6dmicnYlmdN0J2OyUTy8FN66XVJjkvIXFmJdCGEldKCCk4QG1vLfSY010kwzjsfvJQiii0ksgFFoxYigkKQ5SfOTvikdooBg1GU/EF7HOLTbcIiniDkivOFDCLbqYofEOt/w5HvKX+NB4C7/S38Ch3+EN7XPwpIZinIDBAywqwk7r4JG1TuT8EtS1yDdWctBN6v3qJV6Akrwaj7AZ4S7W+1WNV64HX+JqtdxWRJK9UA0tvtOTSeSWMEuPOYAUvYZwmf12qqe9J7GisHQRaRAq74FtukL8kFSHCR1SG9Qlz5VwYkCWt7x7jadExpqKmyhFKrHEo1YfXqqR9KIkxRZwDnR8KItpyuheTHj7T74Fbz98E7h3sKopZOD6RyBWKgHIjOGRFZ77khY5onx2bgD2DL/t4MfrSFF+JvRkYNYApRA8DGTLDZADw++WiOtrSC0wHjLCmvDIuwjhrFdiSK6xv6LqMjf6v11F2CnUMSv926zKzghHrKEENGa3cMNcUZXlEjUcfQaLZa8oEXHOcIOCoObOz561FCSxeHkcA9Bpg4pZtoUyl6Yc1m9g8f4W37T8RuTkai5d/08k6cs8OoCF1w8CvM9wPmPsA/I6ipfUJvDg0X1JhPuix5AjwL7eI2Woew648RY4yDwwQUpz9XdgILUM1hJdKdNtETYHGL57DhPuXw+cVJMOZu1zjFnkIBVOipxTUhVSZhGMMCCInMTt0cC3XXGZOTjka8s9PnFJjUUPXkXRextmFWGsrn/OoKOFFL7MqsbKZ0eZ9BSlnNbP2XaawiISUk86aOvmZ4bfSTwoL5YCBp6yWNNbx6XoZPmxMzz1dzuxcjupo6f1TjIFh0shxKhZvny8wW/8/T+PN66ew9INhdwx71l2N61wb1yVsY9OGlsAwCa1opmn4osHfodDt8VZWuHOdFBSTD9w5wvxzC+/AYenOyESGRjUVrXU0o2XRW3I8unsA/JC+pLRIOh+bgJy60EpgBYRbjfBv3AKpIR846Sk9wrJJwnw6kbdpMbgm8tWA+JdJYg1HjWFeNTperISUm0GkiXsy8cNpuNWFHUvROXHREp42ZYMBAA8/rYL8Dv8/neCq9gHA369A6aMfCBpNEqQhiB5BNJQPLeL1x/idX/hF/F1N38GHY1wyHghHeE0LYu82dKJXp4h/SMHPDsdo88RjkRW64nmRTwa7uHj4w28d/coHBjRTfiv/9n5y+6/z07LZtMlA1AKE7yvgIlTtpOlhZBFP94TACk0KUQWVsRSQQrQflEHRwE8nHoBe7JOqMh90W1TKm/pvjm3ErmixyajDILcY9RutJkrlXFO9rENnzQBFSQf7gBh7ekml9fn4urxMACpAxOwe/QAl48GbG8TfuKZ1+DDhzfw226/Hw/F82JxOhqwcpKfNq01iyM7GpDhcEHTjPgxoHMjVtquymnO+Lq/xGHo6/1MFW0naCqIXSlTLmQlQOjGTqvhEkv4FmfgEc/Yc0TFy9ojmlAlTxUvwNZKW1OtlCoJaN5fwPcJRafdvDsiTem6kpveC+2IxJobmMcGLGbAGlVY7HwVHFXCC/UJflZ0Mz8MwUKDHXLAwB5LkjGPNJUeBDKHIzo3wIPhkNFQQkfS1GTlegEKSQDbSBOuhXWRyY7Yl0ifXw+8EKZQTW2DGUut9cWFYxB4IW64X/dS9LCIIkc1ZSFSkQJquwn+4lIsaWpBnrR5JCM9fIjxIKB9sUe4c1HpuNADxzuko67o3MEBOcsGzFHkr0TtRlJuvp+3jAKoHxHWWQowVq1QRjcDSosjfU4AxSoZmp4PFsgHEZx1009V6zw3ARwBv/US1yqR5/lfH/En/9Db8P3PvAXpux/C+eoI//qPD/jS6x/BLkdkJjzW3sPKDTj0W6xcj6XrccNfaq/4FoPmfhM7PBxPceh2hfUFj3I4rFyP4JIQn8YEkFSyQYUduW1EiKQfQBdrWfwLGUuKAQxXFn5qfRlL0tjUDUlovq0BspZKVIWd4ERjTW62ssOIkLQoKpz2oGnU8IRV1kpKUf2LFzKnWgKcO8EcTDACRAr4KqKvwirG8gPpOrJSXAtNTA1pXjtOJGo0pGW9w4TcBmmdPWU5xPW5KAEfvzjBzy1fgye7OzhyWzw7HePetIJT9D6zg1f0f+V6JJa523HAoZN5PU1LPD8dIsPp4TDixK8R6HNls2tapxBClFQiPes1/r2q+aUphoKAT8ah1pM4caVFAvWENsRZ89i26Up+1+0TGKyzJrlZHE61U0mh4NrlnJr62XdrzLWvlGDPfgXEYnmWcl+E6jqqlROvoy1WMXWMty4+jp8/fAy/fHgbHAgfvXsdmQlPHtzFSdiIhYAQOAb2iBwwciiAEiAb2s2AhASS18xKOhNLS+OiwGuH1nwMzJuae2X2rMbqmzIoOMBrrJ14n8Ri/crsIJzjG1dJIjon9ue+Kq/zvP18XgCYgnHlKOh7rNuQfd6crDSvEbcQwgO2SC2VWaS+NetBkXXtVKteCq706nPETvvNJa2a8TofuywHj81JVG/M69pylAH2hdDjVTX3la5Pe7MTkQfwUwCeZuavJaLXAvh7AG4A+GkA38DMwyt9Bpz04473ttK98qCdMZoEXPFGN9X42Djk4WxbqJYAQKPohM8llOzKK4m53JjQ3plAYwYvWuRFxHRkQJ24cX43gaYJqWtFcBIo4hBWWuoudyVlJO2SO4nLvCiz0KhlmEBZMNlytRPkUCNZDEYKpGFCvJsqxdOpAAJQRB+m66uSh81euO0jB3zltfdj98ciPnT3BsIPn+D53RHufd0Cf+iJnxVXjiZc5A4vTIfwYHycrqOjEbfCBSJNOHSi0prY4TQtsckt1rkt4xdpUiFNj9SIDr01n0QbgeTBy1Y0ANsA12rhjdI480LbMG9GuGGE632lyeZchCXhQile8XcvlcnYFbosprF2hiGqabxS5egKfbi03taOK8Pjx6DEiKcSS5e23t4XV5wyC2mqEx05K3QykpY8R7PXeEJSZqq3oGKP8ISsPIVwvgNtezhF1cu4sIRlNDEO4oCb8bJw7QFIft7WLzucpSVGHkoX4Ifj2d5WOnI7POQvsOOI89wVleNX3H6v+Nv9688CeO/s338NwN9k5jcAuAfgmz7VBzCAl9wP1T/EUPQ1Vd63dXSdhL9NSUkRWX9mWmomQki1Hr50CtE8d9HaVhqkNeSTU9duUO+H9WTOXEkhV0Q25vp05p7az+tDy4lesgpza2E64WxA5X7KSNIqTthRs9/dChf4ypvvx1M3XoDvGc0542y9wNP9CS7yYm94R/Y4m5a4yF3pXgMIzVM62QTsOO7ROzMcdjliyr54Y8VbMpTaSCB2WEVfc9iKc1SddGXeFV13wCSizSoW/Xwbo9nYFQGI2c/pKkg3+y5AS0417w+geobz+N/my/QT5tY3oz7fXPNu/hozVPN5M+rxlF7Slcjm2buM1o17VXOOcvkDyEFsFj+xuuok/QJ3Odb3zCz6yOG+xWN2fVqWnYgeB/A1AP4KgD9Pklj9rQD+uL7kuwD8XwD87Vf8nMzw61FOTJMoVkKATTb1w156hoba8VWogJqjj6Hw4vMiFvAIQFVf2U3yeWod3JDkpJ/HWlE+M1wOiOdchQXG2nTBOqrMrznHXxD1nTL1WpgmuunszQEi6XASKjttFhP7sXYrzaoT7/pUNxpH3PCXAuhQRryZ8H1/tMEnz4+Qf/4E//LHvhTLr3oO/+lT349b4Ry3wjlemI7wy9uHAQCb3GKcxXTm8u9UCvvYb3ErnGOTWzwzXsPdfgk/iOciz+pVRUbCDZP/tjCnHHyDdDAtfQF63eizmJemXEI3YiAfLkCLtrjY3ARwG6UEer2VA8EkuEjWQhHVVEamldu6YRIVI6ua8wS2x1b6rzH7zN2nlAvWUzQGTdXXCFa6Zgq11tKAiRF6wSBoGMvnMYQ3kA8a8S7WO+RIWAax2I/Fe4g04ePDDdyZDrF0g7YC98XiPzNeQ6QJ18MlGkr42HATZ2mBm+ES14OshYYSBvY4nQ4w8dWswWzNvtLmnF3/TwB/ETX6uQHglLkIVX8CwGP3eyMRfQsR/RQR/dQ4rGXhqJaaTDxm4Az2rWfiKkQxl60CSvVW6edtWnKzTimFSmuxWRawRFoFTVWOyAtw49YqIsHy2rJRVb3G/sh91hiejKQz4yxL+CEnvCzCCgyVqjTjqhu7zVRggGLtnIkWTHJmR5rQ0YQTt8Hrm+fxzY//K/yh1/0smlPCzZ/v8fyLR7hIC3gwbrg1lq6HROiEgQMSU0nxDNrFZuSAXq1FR2JxdjmiT6r6knMpKpkDU8VylQzFbCObaOe8rzxVS1mpvfIZdghaVkY8Bn2tkq7MWlosXDr/YLaG9HOtG2z5na70UvKrBwMl5fzbWpvH64DM8bwMuyD1NvcoyjjuSlbCCm9ylGcR958QnGQ8TtwGN9xausqy00zIIL3o1C0XV7/FyILgX6QO98YlztICF6krVj6zw45FXeflrk9p2YnoawE8z8w/TURf+alef/Vi5u8A8B0AcLx8lOsAAmE3FuprVqJGPlzUEzPnCp5ozFMomBl6Ejvpcaafa22hBSgjEV1UYQCOHnkpJBaj1npoykZ7xrvLHi5oZVGWDUYNiuAjmKXAI2cQ+1I8Qk0sRCG5F0i+WUUsaDsA4wAikjy9uoomI8xKJTaL4SYLHarLGS6X+NDwEG6ES0RI2+GL3GHpBvivuIsPv/UA9GKL/+wf/lEcv/VFfPsbfxAjBzzSnMKj1l4PLNN+5Lbo3IgL6hTxbfBCOsIuR6GBuoRtGftcNwVQhS6MeDQDy+bz4zWdyDFoqOXKwVH4FImL+AYcwNoamrLKRz0k8Tdth5k7rBZWu+mAJbvCRsyZCWGwR9UCHNUz6RyYdG5sjFURh7Wsuqyn4MAuFs4FJSllxqRcdX1mqbMQr8B07zFOcFs/I2kB50OHZ8ZrWuc+IdKEx5u7xUoDQ2lLbbJYgqm0iJRwFHaSNnUjvFbkAXJQ0yuAdJ+OG/+bAPxeIvrdADoARwD+XwBOiCiodX8cwNOfxmeh9mPTAdnskFcLkFnnRRTE1podehFSLLW6LRSk0UoqhMoHtg2kqqzCZQ9lU7En0VbfJfhZ7S95N9NFT4CGErK5XflcDqhWLbGw/hiVsGEkE6Dkamv1Xi8HylUFUPvnLP4vC1rdZKkYm+B3wCfHa8hweDiclfgtUsK3PvWvsHl9i//PP/oqfN4P7fCReB0vvO4QnRNgDgCSAgeWk4+UsKQejhgZortmpZuREqJP2DJk/GBqKHrNxhSmgTbnb2sRE/WjNHpoYyktNaonCKC1Wmdvh4arTDYWrYCsiqthO+xlRKQkOYO1fh5EpeBpD8kvrrdubOTiFRYNOAtDtKBEQjlND2pNhJGC/G4CLnYgylUXgAgI2rklqHezUS9j0ANPx2czNrg7SSuqjqSh5InfIMOVjZudVnsq/bbPsfSSPyTNqVMqVXUyZ9NnttmZ+S8D+MsyZvSVAP4CM/8JIvoeAH8Qgsh/I4B//Kk+q6RXtDondwHkF+K6aQxbYjCbp6sCi7OTlKCxupUoRi8DHiVfPy/HtIEOF0PNnwJFg04221wauebk3WaoG1ELYphqIwlZrK5u2KRYg3cgFbbgTqi0SBm065WCG+p9zy6aAVIcCJSdtMVywIHfwSHj+ekQgKC4ianUvXdvPcWHDo9BDPz1f/Z74B/f4M+85Z247tc48Rv1Bhboc8RFHgsoJ8QM1sUjzzplBzcwqB/UQ5pt5kAi2QUo0KXW9koKrWj8q4hHmecrKU0rhuIISdUBYhCmDAxakqrWzoQxHbMSeIDC/Z1hB/ZvoKbIpHLOi3XezZqAWOhQcByAtlrQoz0KLEQBUCTQBCxEAXvF+0H1Ko02rJrw08Lh0E+IJMIXh36LI7fD0vV4YTrCs9OxWG/1ug7dVrImeVkq7BKcuvtV1trCsZci4LMpe9nffOrrLwH4e0T0XwD4WQDf+SnfwWqlWFJluYvVkltF26YvJzSAgmwaClwVZwncKbinqqm5DWVQ2RH8lgqQloOD345wZxvtYqpAineyyU28MDPYcQGT5ISWog1rX8TeAVFprbOGDAVwZK1fJwKWjViFLgJdlM4hlxtg0cl3UC3ddOMsDtWwA55KyWf2wKHboqGkwE3CE82LkmobFsjs8L9789tw/S2X+HM/+A140//7eTz72x/Gs284xnIxoFNm3TNamnl3OijdTK/7Sy3bDABnjPBgJoSdqgfFAA51uZSiE5U0lh+ShB6bXgAqrUPPXbXOblKPaqwgWVkXhm7bocGV814aNRpWE0gKpEgyHdlq0+dCoOqRAQAi1epGT6L00w+id9g2YO+QWqvLh1AodG3lRUTqpHuMU4GU3MVqnLLEbEyo3hgkhLNy7RwcplXAuCS0QVKbN8IlTtwGh26HjhKexTGe7q/hZrzEw+EUR26H1wShvz6Teqxzq3G5KzwJK7UFJPPy8nb933KzM/OPAPgR/fuHAXzJv8374VzReKeUq/a6Fp+UuEm+YP+9VshgA2xun1EcnavoqaVlCMVtLoqpWtZpKiglxit0WRSrWkAbBfE4GF7AhcNdvI4ZyFie1ZGmYrgcUtxKr/fSVYVmirQzcQu55ywrz5MuHPm5nOIeCYR1bhFJfhEpYZ2lKis+tMVzv+1h7G4S/tF7vwjXT9b4w0/+NK77NToaEcM+02rHDTwyGpqQIK4jEYtFUw/ErKYJJJQsypzQotRh9tb6SpWClIVon1P6yjvNu9omdVVjnpFrWMa1L4B4AihzQDPST1lqZT05/VyqwhYJlV+fIdmCwJVMFWbW0Ts1RrkCj0D1MF0di5KKi05LpJN4OwC81oGEbcCQfCHO7EiKukaSjsAPNec4dIInDezxgvIfbJPvbQnKGHMoUljufmSu2fXgC2EO26Iom7WW3NBMUYyJM1dQN4GyyRC8uMH9UBo5mAINAKVVJhBRqfDKsXY6MVojjb4ujpmsVUmpQE/oYdQFLvp0qZPF69ejlrVKLM0x1BSOuY3W0EJzvzkEsR5HLUgVbeX3qC190mwDuop251WL1AWkzvKpNTVzlw6KO9e6Ec+PRzibFvjqN/wS8Abg+977hXjseyLWD9/A2/7Im/FF157Gr1l+HCd+jdO0kgWnOfalG3DiNnKQZIfGJ2wWToguukktbnV9KunFAjSatFU3c/l1Lr21hm69bNSd8u6tp5zml9loymNNkc17sYGoMPDMqnKjBwYg4dskSjUIDmnVFFGIkhI1sgtkzE38hEYVOFnMte4kxefnoDFQQEnJzogCk7RhXiB1Af5yKN4dGbA7JXSHEbspos8R69zCUcY5JLXb0YgvaJ+W2B2EDbd4tj+W37kRjaL28pi5IPYXqSvil58pQPerelkNNimNkrQ6rJyUpJ03qE5esXZExfKXpoNAfb8iwkXv7Gr4MiNokFrs7GdFN0BFlTMV9RZz0U21RUQXBBhktU72neylb5cVvpSiiswA5xq3cr2nlxBE9gaMCo5AGeV0t0lPUvALQNIvTotfDnyPQ7/DresXOHvyIUxL4IPP3sLpboHHX3MPN/wlOhrhXYZnSbUZWm+AUNaKniJBtUdQyQUIrdJSM9psmRMnjRQSg72MHQVXursauFU08XS+C9V0LsFkc6G5eRs7TuLOl0s3JU96H5gBdvP70zUwL9BBlsNkztuArtkS3xsTEDPU3zICtraLxt7M6yuPwEW6KrMToI0y/IxkY2QaAIX8NGoWJTFh5VB49AkO4PxK4TqAz4bg5G6S0s1xguMFkES44Wo3i9J8wXvMOehZ+7eVTh7mxnsPbsXFJAsTFPEt6iiGvI4igGHkHY6uyFqbu062KHWCKbGIYBBhPOmQG4egOEDJjwfVnPe1zYS18fHaBaeg1jSv7MsvHStgj53n0wg3UkFntynCkVW1JXXnPI7DBsdhU37+p558F3bfEvH9z34hzv7O40hugZ/45tfiTQ89g4fDKSIlLbKIIrPEEbsccWc6wOXQiqhHGytAlTKon4QKu9kVIJOjl7JSoHg+pp5Dg8Tk6ALSIiB1gFuKgpDfmRBoTZ+ayiptRSHoqlILBwcGEDYZ6AcB6vIsRTuJEg6CB016qOiMsBdPkJQAI15Z7YlHKYEu1cPSVKDRcXnZIh004tWcSRo1h7bcN3KGu9zCramsy9KmmhlEEaklnDQ9jv1GJKvgcN1d4sRvcJG7woCcK+GMHIrGHSDVjDlcwlNWRVsvcbwebC93fbqkml+1a49KatZhfoLa302QsijbuJqacbPYGoCpoZTNrRexFc2gED7KtSd+gOI9FIqsgTkaKjChnt4K4sAZXxuYF9uU3mdmCe19llKzCrhZvn3Pe7n6p6ThxIXPLPpyVrsOiIVXZbqy0T0yboULfOniQ3jq6AWo54+Pnl/Hu9ZP4dnpBNncQohlMYjH4Yq1BEqh0tXmDi+5b/t3eePsc+xtjvbEL+3zpR6C995T+9VpsQnXz7HxEQLWFQ9pZrVpyoXx99LXYD/TcPXi2f1cmSe2tTDr1lv7zPn9Q0rTjo0TgA5A2ahZLXnSAiYjPgHCdBzZY8yhVCjOrb7Nocf9jYZdD7w/e1pFUO6E3KD9p/dcK0AkoNRKBEVk86oV1NoWAyDxXqiFFwU4yklxAInp8rLB1AW4QTqAEpFIJgESDyrbC0SS3x9G5OMlhmsd3MQIa5GcKo0jJ91krFLQQGHcuc2w55ZK/zbA1G+LYCQRctQKQM3r52Vb7sNUbiixSCpte/jdDZylJZZuwLWwQdRFY/zoEbLpwQ4ZGZ4E2DnNS/zag1/Bs99wiI+eXse9H30Y/+j8Yfzg1z6Hb3zNv8bS9SUmXLlegB/2OGx6nE4M6kc4FnyllKYSAdqc0Q411081paoHlBs1TCFJn4XNqKi4pSinmnKzzIMJKS6aspHZudIB2G8GbeRBwKIBbQfxMg6WmA4XklbTg3paiufYfOJUKM0HS/lcoipE2oR6CBMhHUjM7tfVG0PwUqB0JpkhK7bKc+8vi+eKKYMXEWkpHqi/7GEp1hyAa43Qkj8+3MBFFhbc0vXwxJJZSQvcmQ4RKeHReE+3Ti5lr06Vbk38YmRfymHnfPuXbL/PfAf/W1wFrfQz6SiuVpYlxWS62CU/Pk956SYA7KSsBS7lafLMis6LHQwRv2o155ZHdeStgYOEAbls2HkMLTJJs2eb544t3J8t3pccavZWSz/p57MVvtilY0R5373raFKL/NKY3xD1xISdcup//0M/i9/86IfRnjKOPzri+ReP8IHtbTw3HYskMktKx6kQQqmNzlAO+MwjcajZCXtWe35SLyujhigWixttWONy+zzzcuZdTQpZRd1pGRc97NMMEwBKAYyh7tUL1JBwGMGbrVCvWcubNb1a5LIsfRqliUjxQudrpRdeRS7rkYpXaTRoeFJdQ33NFRpu6yYpaoHDmKUQ6SIvVJPAFQDWZKqBKkTiaL+UdT73zjQHXuZ6sJZdy0EtRuPWAW2cAT8J2I01xQYUK+e2o1AUVa5IOn8Icu+1f1spXVQ3maPX3tuiEFuEIZVnDS8ndI5erEU/FnUY2vRoTqV0k3pd9Lr4jALq1r2opHaNSBkZ3x0VtJoWqiM/pKKgW1oFG0HDCkAsjWPdUoI2DwhL4GCBcQUsvQhSyO3k4g46yvDMklajhB1HnKUFNtQU1dOVG/DW1dP4ud//OD55eojwwRX+5U9/KcbfdI7/+At+FJvc4pSEQWeLLHuSe9ZUWe5UoFE5DxLDy+9omOQZggNgtQmp5MaNNQkiKTklkoIXiIflRkvtaQ+/IZcNSEm11i1To6k4JgJWnQh7JkZ8ca0VkiIh7lWskrtWzu2V9pf3rqTYamgZAUIh1Rj7scznVDdTqcm/cpXDg0Uj0Y2pCqaMIiPda7rshr/ESucSkIN8nVskOBx4ocRa4VPnpOPM3elAMJYccU7i/d5UhqQJmLzc9eDR+LkslJUHmhUbZUCsxnlu3QwkgRYusF+ImqpWpxEqoFVKFxeSxnHbCbQdK8XWWHlKxMnRwW8gnz8l+Y5BDxe+km6xewGkGeVa2wsrySS3Emq4Qdy/ZO2fsxxScE7yx3afDnsNCuW1wibDHDNwhNxWmSmv8bqd8h5WIimu4Ca32KS2FFW0zuGENngs3sW3Pfkj+Ph4HX/np74KD7/zAh947QqXb+qK1TBpKrkZmStnBBiKpYZbUmaAn4Sy6pK2pbZsiJFcHCrF2Wq7ASHc6MHhd1r+qpYRCeVAhte2TNpocQ/QdEBWDUJ/2YMud9JDb7cDJalTZ1Yr3jaF4JJLYwZdk+YRkDwzWD0JBdeYITlz+2q9h71Go0RFPs1NWVVweEbwkbBsKv3genSobaMAlMIWk56yP96xVLbRSsVGhBjlVbY6aVnyZ1zi+qt2Mavoo7hC3EZZ0KUqDWLRaaYoCqibJN1daQc5uU2+iCAiCpmlw0nmohsPQGLiuboKKS02SmME109wA1W3MAYQOnlNYtVQj6ovpnzl44Wg/ttB8sXDCHe+BS2aqppDdeHsNTzMoq1GY5KMQPDgRuP+ORvPKJuZq8w1Ey5TB48sNFmd4KQVTwboNCRFMn0OiD5pPJgL7z3DYekG0G+6h19+7SH8lvCd3/fb4Z+6xLd9wTuwVM3zxif4Xht1KP+/VBVODFLRxbSI6km5whsg6JwtZu6wMQKBgrBbaCbddGMR8qDGi8S2eg7l8oS07PbDHB0nbiPStUNB1HfCDfDnajlVStw+w6SbS4chmy+g1L0bddbppi2eiK8UZ46yZt1mhEtJvE7v64HtSXTppwzaimVfTw1O06oc0KNWI1r4dJEXuDMeYuPaEocLGh8VoFXXnsSTW7l+b/5f7nqw7Z90IdjAlw1s4cxVxHoWMxWVEtsQKmrB0Utxy5DhTtcycUcLJNWrKxOlnyNPXRvYkxFDNF9eupVoWoxJGjK4KUsjSSLk1mPqPPxZBHlfClXADKdEoYLWFoFC/X4nHUdJVU+YWQpJ7Jmh7qMhz6V6S8bvInVo3YhDCMtqnduC3OYZ4QIwpJfQuRGJCWdJ1GZbBXf+/JvfBrwZ+Cv/+Ovxuu+9wEd/zxHiW6aiX9c4ca1pN4CXnVatzVpWqUrutBRiidGLw2WqIJXq6yFnsTqhNuWYX2nh1YOBuu2q5LtL8PMmkCQgb/YEP2rprwKZOTrkleq+ddLQ052ta8MHjbuZRK/ApVQ4H0XmKgNuIwdEOl4I9Zog6T3Dj6ycmlDozP5sq9oLvjL6WJpD5kbk0qUwBthMDS5SJ4ew4ioZrnhtZ2mF03GJrYtY+mMAwCeHE/Q54DhsVVGY1b0fcOi2cNnIOS/P2Xjw6rIOhU4pg1tdMkF4m4Jc7qmDXm1rY7EbIPlwZkHnmbXpgdN6ck0TlaqqZh9oS6nQWQ11ZaPs5gxAxBLZE2jZFupnnPQzj6pcM3sv8asnka1iRlhrKms7lXJeAymh1Fla71C6lN6n8stNJN4jS+GL0WI9cnHzRq1NB1Dq2W/GSxz7DW74S+w44m46QGaHY1qrqql4AIs3neJjv/sapiXjr73rq3Fy8xLf+IZ/jc3UIEcSTCHOagXswM2CoJsuoEh81THPWiuQGuMLcOmxR30t4iib0ApVHODHLBRba9fEDCICT+KtOVaJavu+nOHYz4DSXDf4vPQVEEEQW28qVlKBVvEMhW03Fmyhkr5mtz0T0DRDIbTmmWXXgwVTltjdAWPyuMgd7mgx07Hf4tBvVZmGEGnCo+1pQd8ziyfmIa2k7MBvaJql3RgPhzMtkb3/9eA3u7pCNngFvVZALdlmn7OagJr/toHPWZFRwClYlFaN/L/zyIHgt+pJGGgyQ1WLYqnG8NY9VNxIVzvPdA2mhQdlB8qtWITLAaQpvbRqyrO4fpI6+VCtFqkGPIZR6JSHC+S2ASCLjzY9cOeedP84vLEXv9M4FSqtyBMDx36Dzo2liOV2PC1KJVk15c7yCoduh8ebS5z4NZ4Ip3gxL/ABvo3MTtRn3bYwtv78m9+G515/jP/2XV+Jp/67EXe+6Bre86cfw8XQYepE69/cZrcZZNyV7JIBOCMdXfT18CaxfrlxSK1DjoSwTohjkk2/03JVRbRJC1RAhOScpKxON/trhxmkTR04cUnBFcudohx35iWZGKnzyAcLCTNG1TlUjEVEUOzgV6ynk80fP3kKbLbgw5V29hF8yajDpNp2JW6PAWnVCk40pLLJaav6d9EjR8J2irgzHuL5/hDbFPGmg+eqyAiLJ/YFi6clRk8rZGQcB6Ex3xtX2OSmYDE7EtrtjXCJL2yeRTerhLt6fRZ043mfVomKnhc1WMFn5Xdq2QuaPXfJwiwGtNM8Aa534gaqVRAmobpdSmOt9FhhY5m4QgEOieBUO833phCqN+ywf8RjlvIpHWr1960HkoUEVi7pZVEmBnkHWi7kWbLGi5iloe6THHWQjqCASE1dFOqspNskRSM3O3LAaW6x0YIKE5m0dFxHIw7dDkMIOHzoEi988TUMJ8APf+CNyOcRr9nkmQ6f3sC8N7jNESxV5muNN7NST6GHJYoCj2n8l7BtBDARPI1wo6uVdMqOLGpAlgFg1DZTuhaIGdhNBRCE47rOHFB08TREJC9I3NwYlopKkiwJHNVCIEsdqjEiVnDVo2QrJKSQ8cnRiX2Zk3IAxVEGHIYdGjeh1Q3qkdE4GeTz1ClhhvQQkDmOLmGJYZaF4cK1OM0Nps8lgA4ZooturjdE0J+2GUTCcrKNAyiqnbMUGlh/rpRF26ubeQiZK3quRAirWycOMiFAjf3skAhS38wLpYSyvMYxCxUTQHPX7b1HyDXqno+51M9bF83SlYZETRcAwtoDU0ZaRYzLgLjRRgZtBN84kmdImgmYdZsxdiAge2PHEdfdJT4v3MWaG7xr/RTOpkXZ4DfjBU68WESpf/Y4Tx12XNsC/fJONOl+3eojOAkbrFyPkT2++akfxydecw3/8P2/Bk9+R0S8t64utOaXedGI2qxV/dlhRBDwyhGmwwY5EOL5CH8+wGtDDNFmd6LCovwD2mqXXuPBn+rB30TRGIweadVWXX22VKjo/mGcpGPOIsJtBriLjRQtHa9qk4mygUksbT+AcpBGk4mLPl5exHKP7AjDrRWIlzWcGBNolwqGJBRhUUiO5z0wiJfod5No5XehULBNlYeJcBh7PNKc4ma8UG68VBquXI9Dt8XddICP9A/BU8ax3yqIJ+KT18K68OoBURu6Fc4xcsD7hkewzS++7PZ7oJs9dR6XTx1jXBFysN5VDD8AvhdGVIoG0sh73CivCbuVxIZq6cMuwVveNUNjPlflkkxXfqZpXogbQE1RzDwMYedV8ctKe5y5/2rd9lRZGLp4JdVETtJ0e8Y/zwtH9GeGzu/dA89SVm7PssdL4J89+1Zc6zZ4uDvHNkW8997D2E2CuhOAg6bHMrxU0XtiL6WV7HA5yMZ/+vgEt9tznE8LXEwtpvz/Z+/Pw23N0rpA8Peutb5h7332Oeeee29MGZERmRGRs6QkiOAAiCiIlCANiqUlyiRVzmV3lT7V3dRTbT+t1ZalNbQ+iOLYoggCAgUUiQkImEgCJsmQc2bMEXc60x6+Ya23/3jfd61vn3sjMizlRmSb3/NE3jzn7OEb1vAOv8FhTB7DSYPqdAO32oJbmXDdfXuIjUOsCymIEpA8EGtSLTYJeMZWnmHYBrgRaG8MqI87tcSSBRXBSf5tVtGA3AcDRGmuDSAX+PK9cfYMHCgZRFUv1BvEWu+tSU2ZAqzVa3IefqFTY+Qni1amYCkAU0JQHjMTwIych9R6AJTdXgutvk/4wLWrcPRWJBZtwDE5xOSE5+4HbGOF1VDDEWMWZAffjNJDX1Q9ajdiTB4jO+xVHa7UK3Qp4GRocTx+5LZnny+PJ+HFr/Vx8KZ7+fP+1lfhcrNC40fc7Oc4HxoM0aOLAW0YcKVdAQC2UcEoOwghhoNgwt/9r96Mx/7+LZlAutKaK4flciJgKHmaYMuVBOO9tOeAQivVh0+bPivaYhjAB0tsHz4ERUZ9fZ0/N1fLTYpKIwraDuAmYDyY5eouxYRw7UwkuK4eYjhsCz5gSLm1leZSsHNnW3VdEd0zC4tTW2HYk9ZPqkmAG9tSic6TYDoYASiCFjnC01saG4cUAN8xwjbliMT1CfWtTtpZjtBfavD0Hxnw2x79AM6GFtsY8kAFoM8kofYRiQm3ujkSE16/vIHDao3v+57PwSP//GbOr7mt5P6wEmGitO3gKNcEuBHsAnURbr3NUSAHj3Qwl2JhJ8/UfNq5CtlZyIAxJfWyOojhNGRRcKNQaDk4xLkWb5V7LngMKdRRJx5ycV5n5qZ8/oX5Y1CAViWs1gP8yUYjBoHmbq+2SLXQsCkxqvMRfj3mxWw4aLG6XyJCP0hqF7ayiQ17suBWG4bfJHAgjG1Jp977I38d5zefvGMsf1d39v2wwe+4+su4Gk7R0oDnxkNBecUmtxUerq/n/vH0MJM7w3D/5NFjt31+bnnZYUIIiYFh+sLSRwVQIgHs7ugIwqFPnnLhJ+/uNMkHudB2BfRjfHmNBvLAkYKNKNK8yCJrVd/ptTADiRCON6ie1R3Sq4SWiXA0E8HL6WffqQ2o32MVdrfulWHmYM6l3Ah4ZlhW6C4FHB0c443z53N7aJpHGjZ7runAU/0RBvb4rMVHcDWc4p/vfbbWY/R8dSHPu6tHlvAm70GhFGJFD8BYaK6cO5llsy80W4Ni74yBC1GTRhemlMuxrIFT2G/mYExFP0kLdEmjkMmkz/5xFj1q7l708LUQOUTMnhLEWyZEHZ8hna+AGMExor16BW64BwBkMTRbMeXLpybAn23hzreyIUxQqK57lVTjCcioL08JC9dleN/AHo0bMHddluMZQPiF7gEcxwUGpTB6YtQUQVVCPGhhYI5MlzQNcyoTzSC2ADKP2rTNM27ZVui6Qpo3omraSAEwbKOqq0qhyvqwad7kvEwINbprDKNUfH2Ry45He6BxDqSEcLwp/AAgh4ZZS29W8mtBE8YsU8xVQOYTQHY6kApGBCfXpbBV+3xW9FpWZ21qgYpOi2xqdZxRgv2I/soePv6VjHpvjfAT9+Af3fwiuP/kBv4vb/ih/AxXqcHzw4HiuUWMQdRsE85Si+NuDt9rraTy4sXGjHBro9cOmQQGgrLJsh3kfIGs5ZbUMQfjRGPfAfGgFVxFH6X9N8FpmOSX9eLLgidIPWII5boKInsNCOElKohKOzW8aCFOtf1OT35nZ08QSa5+ANQ+HERI+zPAiewVMbLzDNf6/vllIF2GyVwn54oqL0H8/iqRTqNh4r8H5IV9Km39Ysddnuy8E5Z73alFUjeq3LHsEPf6GgNi7hvaTmIKqeQYqZb8L9ViVu8NEjtBUxY1W867llRVS9iUiS0QLHhqxG54mAe4yPDrscgcAXmnKTfYqtVl4cgqpoYQqz1Qe2FAmT6dTUbVjhf4rMkqF2BGho46yqKVO3rpTj4rVQ5udGoGSdiReE4qxcUMrl8iqrAaQWSkhvCGR57Fg4tjvPeHfh0uv/cMH/hNexg4oNZiUj9BbQ3s4UA49Gs4JGy5xnlsS7Xbif4+uginZgqCuQBMkSgfqvlvKkFc+TxZvNpjWQs31Q6xdYVYE4vYRF5EtBVHMDVYZFttGmXhyJ0Di9JUrz63ZU1qygEMv0OgyovUGDPIipKdX0CmQzODo4Tw5jQj6rWUxy2NxQYNVdkQrHuRVZzseJmp+F2d7J4S9t1G9bdk9zIpXTEnYDw9XFKv6hsAglrf9DiJB1jHRvDENCCNDtWtjVSI6xIWcuXhzrsS+pkXWErgJiDuNVK5X2uY1lsPNJSeb0y54OY3EdVNqW5zHXYUTFKtAoXBAU0ARQ/2EVyFIiG96sqOYuH0XEAqqQnyXR0EIrwdcv+akcoANedUdcGBc1J4skUGyA88taH4nCuewPVC0c1h8zBqOM3wnsDeIx7t5Xto70uBUPmIB2e38PNffhMf+PwFwlMN/vK3/H6Mn3OK/8enfa+SbOKOVJb5iB/4Dfb8VpGASRecJBDkpZA4sjzUIFhyJhIVIFKBJaLsCOQ3Q25/ISbpzYMQTjuE4zLhAOw4zwAaZgcUBFwlYB/XBLhG8BkW7VkExE0NnlMREdGdVy5oIiUW02QhrQAlNtmC41JCJnfFJDk8M4Z7lojzgOq0hzvuVd7a7ezOGeJrhWdPqqAsOvKuH+FO16W4+CJCKMBdnuwOjLnieE0gf0q8WKUGN+MCZ6lFzz7ze1s3YEgB57HRPvIIRJLwKyZZ/YMX8Aco7wrZ99t2XOcEWjsmUOeBqRXe1JpIJ7r1culsLaSZ+X5mtQHyVbnSa+04XXBSpRbFm17ORRFc3FZZmlhYVw7kdQBNCDAgnzXobLcQUojm9FoPuOh0KlbHCgftI4hT1tw3kwvL8wFItLPXIqpyTJZ5hgiCBkq4pzrFf/vmf4EEh//73/zDePDvfxAf2X8cq7fVopCijqJT1pUjxoHCbnd80JT5lxqT4o47aZYYMZikt8BwTWHYbfWDDGuh1+7OO9C2kwW7KYquO7p+2hY0tl52EQqkbrlc7rfKjKc9a5+l3fBYayjZWSYmYLOVVt68Fa7GUKIAsBOVXKvtrDb6rA4QG4d6THBnK/C8RXJ12eFZodVaJzL49lSxVtIzsTQjFXN9seOuTvaeA54ZLuEoCLVvmyqsuUKv6pgA0Ko17RP9FTgw7q1OxDXDjZj7HutU48nhMjA6yeWGghiiIRU4roFudPJBEVp+rQ+yDSD2UhCyxSAyVN0CrhtRKwKK92ayw0SG47EUigAYzJMbD9oM4ktmGABAQtBcOCupgBsSMNiuQzLB500uAFKKMHMC9h7U1kVNF5hEGBLS0RAFG2B/V0ltB0gUAJRde9vnghN76f/vFHYmqjttEO3ylgYRtfjsM3x08Thiy/jmH/0K7D9whv/8DT+Oo3CeUWDnsc07/TrVoKiTVFlkRfVHv08nBABwo7LfdntdWeByiG5FSLvWJpRC3BhBFkFYiKwLsvW7aZC0zvUOft1neS2eiew3oDWTrLkgz17oq3X53MTiUBtZZMwSIxGVia7eAVxJ3p3sOWgq5roIH0jHnc8LHY0J6NVHr9M2qi5icg8gBByvFf7lojxfugMKS4+7O9lTwFP9EY7COZZug5VaBXdqLDh3PQ5Ui+vJ7SVh9bgBe34LD8bc9TiPLW6NC1BUNpFDDtWEO408ufNg0J3WjQn+rBMwxEEDEECNsNvCeQ8aVeHWOdVA64RJtWxll+8GYNAbbd/LDG4r+fx1Dz47B7Ut3LJVrHcQYc1NL/kfZOy4PkrLp/LaMgRQCXvPnypNc1ZnFpi1iTCmnIczl02ziELIREjLFuPcipE+3wdEhrMwXiMFAbekLBAylema+QH7fouFOpD8xbd/D5576wH+hx/5Ejz+Dzo8/dsuoXpjxNVwigoRAzye7C9niu15bGCmCaBiZZ3ls+0ZGR2h8lKLgay7YqzgQQkZe+9GAWBltFsj0RL1o8CPtaXF3gn/IGhdg5AnotdiKK078GoNqmukvRmy5zwgu7/TegcnpMpnwI3k+4CvJPrwmtPnZ9EP2VKcTETDevga0rvtiEBQppyTiCc4uMRwlmKeCFISVw6lO2SbEqC05wDsz0pH4iKHZHLc9Zx97voJdFPsb6bAkXVqkNjhan2ur+/gIRa3FUesU53VWsxBEwAKqWW3MJXNBIMDswBeyMJHoBgzWAHOBCh7qL0U4CwdkIvYvagJSIYrD7e/zPTYXBwEVCfeK/pu0lKz1/Bk8QgOpPmmOZJwhbzbyjXrA9d6RZbB6gYgCdrLb8fCJ7D7xazmFKV1ZPcnV6ABmCJMF4Nq0R/Ck1TYAWD2mnM887kH6PcZ//17fyfuv3SKb3r4x6T+4oZMyhlY7l0+v4noAxNyP9wpz4HGoo5ujDPfpSIHntJOYZSn3npEmVzEpoeQi2CaNg2TwiezdGcO9+XZWDFMoyan6sEZR8EsbbfEIE4Z4AWUGsGOrp5+flyICYXBZ9NiJmPVy4IB5+Q8eNJRgvyeTIUX5bvs2dC0hesgIf6Lz/W7O9kDRVypznAc57g57uHAC1SzYpHpWacG18c9zF2Pt82eglOpXABotVHulJMNxsSNAxrKTiydvCrhqE5YnEke6EhyY7/qZfAb3XYS8qdZELbTtgP6XgpcwSPtz3fDyunB4hKS7jsoLikTYYM0r/OuZoIQJuNkhbjc0lu2SI7gb55Lfrc3B9Q2Ok9Sba+N++1O/9z1Y7YN9santg6EeeCZpv2mB3UdeDlDqgP8WQd361QWg7aBGxnrscZxnOfQ3KSR/vAbfgbD4x7f9t7PwcN/M+DmG+/Hx//4FVydfwRLp8w8klZcqqTDkNVsrE8eHMa2KPlQHOG2EM56GzAuAvwmIhjBxnYvG/SjSHXlR1B5Ab3EVNpb+rxSrZNtFJ1ZKfIx0rzGsDSgjPXHk0QHvdKfrbDpGORSJsBIDagq3RYguxEFT6KivWgwHEzUawOBr8zzczeaNgcH2o5w67V2LYLIh87VLtzQedZdGZOkOlwWBoNrv+j8e9G//BocpE6ia9RSkedKzAhozGobNpgiXCbzA7Lj9+zzLl8oslblZvFDY85VddPwdtr2yNplgMSInnTH1d9dAOTQvN3JX5Gkap79xUwiK3nQpAWVefs8dTFJcFNWp+2wWcwBhS1nO7Ct+LorZkpmAhCVBJTj+Ekur7k9MZd6jeXFDvk7ybt8z5ylB00R4BCdepoo0HLmwpspweVL5zh+7Ar6A8L3Pv3r8G+XD+KzDj+KI38Oj5Rx3FNIaSYb7UCOOd9f8GQhnMBnuXKl9WQRkbawZDJOcmy7J76E3FPV2qwVZwswa+X7Yn0rA6+0m5DMwUcGhFPhy9sAXUp/dYPIa+0oHRvAaAKjzVFB8OV5eyo7u7VFL7QnC+z3Rc5/ctzlMF6UNTwYHbtMyH+0fQGPNNfRpiH7hK9Sg5ZIfk8RH+zvwXGcZ6QWQmHP5Z3LBCf0AbqTFXizRVjM4ZazwpIKAu7g4JCWDUAkPXrtsyIy4rxCqg+FtnoqrTdTgUUT5MF3Aq11WWNNw8t+BJ0K7BfLORheVWZLTpX18ezQXZqYhUIbpb/LCuuV9zikmbrStmUSEJfxjaAWWybmidLyS9WEpKMH6b1z6x6pDRjuP1TRh7UUnPSDRTAh4Wo4xWV/rgaDhK9//U/il7/pAfzYU4+B/+49+HB1L06/rsXvufff5qiNCcrnLhZaSfX0QciTRxhpWsDsdABb66zyGPaFZx6OO4UaK1Yi1CJvpbRVQzuyU/8/c4kZS6oUZxXGuYcbOKc7U0WcTHxSsFNx7ZHugHEwKArIJu1JAS07FPfikeeGEY0StBBT1j1kr4W8lHIKkJogLVxGrs3EvQsahpNDRFHLRuY2w64q04XjrlNcHSX1pPaZTy0a6PL7xg1ILBpbHobBLra04pzBJVG+cDDdvsLuIOSA8nPiktNNVma7YRwcOPmCWsurPHKbLYtETmoHmOxiGagSkXcv+1sWTZgosO50TiwEj5PcH5DdmVF2A7tu6G5gvXoqE92kseRFdm/ucP+cgTzk/UKxpKx119KABfXotbd+XzhGvRjxgf17cDMcgpjx9MkB3jN/GG9ePJsZeDtUXZvcTnbm0r8u98381V6qb3zH40Wi2B014Mm9pDRp/13QGrztM5hv3zhtwY0MJr0ej1KPiQlsrcKXuJa8WDsSw0p/YRwDGbVnUO+c0sUL4/tFjrs62RMIAwcc+jWOwjmOVCXz0K9EVIF6PFo/j7M0wwe7e7FGjY8NVwRllyolwsiiACYhQtggMVQcAPbS7uJZo7t4I66bg/Q6wer/rjLUNFEqMXBH1m93hPHyXqYo5psbITjl2gupRfXP84DZX+g5qCuKGRTo96cmIM4ruC4inIolNBvBZlaJw4kp1uiORzHBbUQ4wrTXu0sq0dSxqugEUBcVmmpgI+QwNTuPWr1ijNLf1SjDHFrSosE4IwzJ42ScY+m3aChh321x5LfYssdajQmP4xzvuPQk3vcNEU+fHaD/ySt49+oI7/uS+/FVD/2c3I9a+/gKXMnqshqN0XYQIFRtLjJaWfdOKu1jQnWy1bakTpqMG0hwPMjaVbk88Au/HFnP3Q5Psgv68w7u+omkVIuZuvByUf+1BVrbbZYmiTvyBHDTDfAbgNtC387qOBkAJWF6bJSTMEHtZY+6PgopR6XQwq01kDg7wubxrgQpafeei8jK4Xw3NbpwvHhT7tfisMI0CQy2pQFLv80CiQBUClnkdkxTe5UaJDjB1U929KmjykXXFbk6l28KTwApALKcNF1AoOUKuk1Mzfel8FL63FY1t4px3n0Vay9oKF/aN85hiqKzCSsTkTPTCkDWGy+CjJQLNLllZa/V3Jc9NKfT67OceKrQa3DSMSlbLJbe/zQ3BTIxBZBFOk5yd/Fxl2gsqs75UVjhK+59D37z/R9BWAPz5xOun+zhY9srcMM0ryxFSeOIY7ywg+dOwQQWqrl6dhCajlwu+f1FkFE2B1XpqlzJH1Npf3YKYZ5GXvn9uD2qmkZMyp4jrd9kmSq7DnuOWk/YUVWelBdyBJoXMn2t6Rtm6vbuYWpLGU79EsfddXGFtGJW2nqr1eTA+u0Vlao8ICF7SwNaN+T3SF9+D0iiKus6JX6YuysgOauHTOZ+ENRacMCgXuM2KYMH3HwSwnP274YhySLDR9vRdXfWsMxpnm8qJUwEtFWu6jOVVpNZBNE4KrLKwTvVJwMKycITxmWDFILw/ZmzNDEAmCkk9SPQA3tryYnz9/VRi3FcFFSHkovmAZUmpJphhDsewYtW8AeR4Tuhgz24OMYb2ufw/HCAs9jiieEIW5YoIIKwTk0GQl0f93EQNrj/yz6Oa6sF8N7L+LEf/yzc89SYW2ZWZIwzUew1xxxeiBqsLQCZNDNVaZ2gF8UpZyuTtK4UQx/yhMgRwzDRIPRSJ0nBwa9EERgAcHSo7Tmf712u/VQEWvciurmcyXlb6G+ALZuoY8z6Cew9eKH4eRX5YKfAmUm6mO3KDTbMalQ5aFegrsDqnEQYMk7f9SOwlgluUaRf9WVxvMNxlye7+ImvU43EIoQvk9tnIwMRw1e/abC6mggBJrKgs9apBlgKGrnyDZQCmBELgFKoqR38luSBGJrNVtopII6gu6n0UvOuO6U6Wj5m4bD9znLsKXhEK8fwVimWQUHBgUZXKqqsbSnjrte2WwCOReuNzDhj0q6jTnDWvGgL+gooxSTla2fUl92nadeiH0DdIMaFlYNzLPJOABa+x6Ff4an+COexwc0oRBgTQxTXEqmxnIxSQP2GB38Cx3GO/+lHvwL3v+uGRgkut9tS7RHnxYCDKCFquuNXAHVJJ3slyMBuzLsoIHk3IwkldLsVuql3t+/ABmkF8vWnSvTi/WYoxo4TlqGNmfwe2y0t4qkcMHLu4AgrjcqY0H9zZJRYEHtAadtON2DFFmQ4tAqwGFybnRNUtqEeqyAoPVMnriuxIbfI59Uy2Z87PsRf+94vVfUZAge18QVgUskSqkIglsSIDaRjNMjv3SiMoWrB+NAfAGis4ddC4uDAYAekWQIcw2324DpCXCTwPGLx/iUe+v5BIgDLe6YCglHFKZmzhzzbLq0yRLKjQxBudUCqfaZPIqXseJIXAVVatRDeYJwUOUtuXSzoUWS4UUg4bhB0lfjYp+IlV3kgsDCrjLjDYy4aipBGX/JK5zId152rnFMr1FGTgAIRwmqUaz/bYu8Jjx/9ns/ADx68Q1qdBLie4EbIc3P6THpIDSXKc4wtgxJw9ckoOHHVr7v59n1c+41Ri5sAEsGvZKLFRQKqBHQ1aHD5NewkZK+vebzmJwaEc3XNJRLKZ9OAl/Msimk7JY1J/OEW8vl+PWThChetmOkyE5LGVCi1dZVDbfbiJUgqRBrOpL6SF/OoRTjvVStfd+1+VCWmlM0uuNVzWSnhKQk9O7kAqnxxA46lXmALWI7C+gGu62XSL8Tx1fWjbhBF1/9Ox12d7M1xwuu/e1WKJdaK0bzYDUWJMxfIjJzSDUVJNCV8/Kvuxzd86TsxpIBnukMEF/FIex1z12PfbVBRxJPDEW6NC9xTneJqOMV/0/5exB9vZEOLvJOXWt7HKWVsNW267PYy5SPbbjRlrrkhgbok4Z4jtc9FcUC5rUuQRGTRogKrrgK5Eu234juX2go8C2VAViEX1LiTaocMEhRBii6CzjdqxNHmdheNDB8jeLMBBRnA3Kq54ZiEpdeNoNUG1abDw9/dgduA7T0zxNahfWGLcLxV+y3lV9szs0OvJS4bAShtRrgYcfIo8Be/4DvhkXAj7qFLFZ7tD+CI8ebZMzj0axzHeY7+1rHBUVjhofoG/uaTn4fzX3gQfj3KTppYoKhR4MbjshbvANvdoiwSsQ0A6WTXRYDMhy735jWSm9JuSSMxJwpBgBQV3aqTtu0sSDjfxdwmYzeRQDOrMQ3juQpAq0pEW+NnVMXDEMrq6wdh/F3swGiRj1YboOvBB0vwXiVR22YAISC1bneMXTjubuvNQmQ9dnIXVRNls0syiKKKEchgVangQSKCA78BShqHgT3Oo3qEI6FTtxT7XYpWliaAUwY9cJKHz7qrIkk+lvZa6ZmqbBRQl+o4tAI7waoLq+1CSFiFnWvNt2IYBb0WvOjFJ8hgIwLNa2Q+u92fPuUwjp0r/mrGaDPOdS60sfaDi7lCFvaoAqhtteiXCkhFo5P8PaEIcYZ1RNhIzcIotGQOtVap9vrs9DPcmJAIOH7THs5fI/ZV/7ef/nIcXFrhd732lzH3Pea+hwNjmyocY55NL5ZuiyO/QuukYOtI8OImlcW1B800MlHNgdxt0GiK+hHVrW3Ow6UfrYtoSmUCbQYZY+rsmx2HpgVda8fWQS2hdAx7AshlbYLpkWsA2nXIqeUEBJNBQ0k+i5X6C0gaIjz3yfsWM6BthPyjKSpmdS4AvtTxsiY7ER0C+FYAb4Nc5tcCeD+AfwLgEQAfA/D7mPnWJ/ggAT14wlTeWogDork27qmV00YeiFsJZz0d7SPNK3kIYwQH4J5wiopGHPoV1qnJckjigZW0NkA4GWc4iy1S75HxlVqFF1OHUsQx+enU1oj7LfxmgHvhXEJEr+KQNgnXHVxM4FkjZBZjRUUWjLqlABfx0jqxebUGzVqkZVsiCUdwg8BlAcikN7Zd0sGWknx+THk3SstWogyFYEqtwVB8k0U1saLkpF4g0NBeQtDJYOEqAHWFcSF22NWtLVw3IC0axFmFcNbBna5zzsveIy60fbcZcr3AAbjxaYzf+Xk/jx/812/Ho3874frbj/CRP3AFD89v4kjVUtcqd21V/6v1GR6qbiCpXzkAcacZE9JMWY2oMzQ5nGxKJGiL1hjhj89k3B0us6YdRWu7etAwCuutCkh7Mykanq5lEbCC4KRQat50Obz2DvBAUpPI3FWpREwjBYfYehFB2YgCTq7RKIjHFse012JY1hLVbQaZasbz0OgvtgK7dr2oJ4njrIKzXiJfB15+6+2vA/hBZn4TgLcD+BUAfx7AO5n5cQDv1J9f+mDjDOs3a8HE2lSsMkFTxU42Yz+7GC3GIEH0z1ONlkTOypwvKzcq0q7Hnu9wEDY4CGtQSNnOV8QJA7gy103OppLm2pKLHcGXKqvKPYnYRXGPmVZU7Vptou20z6YrvF5Plq/Sz7S20LQduNN2mSw4rA42uZXEgGnJ5R3EeNpTsJDm6LI7UPG/a2r5V8NP10fFratIwyB2TBImu2KlFYSV55SaaWq6NESwA46qFcLVDa6/fYbuEPiZDz+CH37iTVinGo1qoBvNWVSLygWbfnoxz9C0abqwTceYdVuIxM1m1hTDSL3v7IU1ydVED8/SSisEWtgfY4Ze06AuNFGx9IPcH9dFUG+1Gy5Kw4nF3aYvrcbccvSlHmT6gWIuoS08KyRPFJB23IqjPG8OkzbuSxyfcGcnogMAnwvgj8i95B5AT0RfBuDz9WV/D8C7APzXL/lhjOzbBRJ9sKQAA1IiQX5Y1ldsaqk+atEMkLyUIvDR7irur47xpuZZLCAY+oGFpWXOGmZhXNGIZj6AQyWc6ZlIBpnLanPWCaV1f36bgijPmrJLK3cdAKjzuR1H3aCc+VB6n86Bq1ZEBia9cQDiYiM3WHbkxCCF9JqOnLnTZISZ5sLF4ILAlYSeptkmlsRBePoWVvejYOm1158BNMMIsIh8cCN5e2oCXDfC3xxES2/Vyzko6YhW22Kl3VRIreTLNCSE4+0uEm6Mmg8DR2GFr3zjL+Cphw/xUx95FK/5zhrrq5dw7euX0tpLB4hsfmcxk6B69sKhYJcHs+vG0mm4iEpLKO1FVeDJoqPWzWAxgewPalTnTtRr/UQjLniwPkOa6CUAegp1hRTEIVbaXSkvrPbM5ERlYRKPt1QUdrRFnO45FPBMN8rrRr2Hk45P7jA5p1gKQvIOXlNf00qkyPBbfskJ/3LC+NcBuAbg24jo7QDeA+BPA7iXmZ/V1zwH4N47vZmIvhHANwJAWx8UplpCGfw8IQmgrKgA8qrHCioxtc8pWtb6vhcPGzQVjagpwrmUd1pxWBXXF8uXso/2ZDKBXcHga8Em97ot19LKMKt1cC7IAaVfn8qDsxyafNlFmKw1I+22AgwCspvt5NwsP846dgg5FcnvC15BH15BGvoZF+GVTvvChsxzVKq/1qWYEjam/+bzQgF/vAjcdM93eN38Bn5p/z6s7mkxLgg/+8JDuNnP8dDsFg7CJnMfPFhCem297nzX9PytpTiJdnaioDvlsfpap7uwRV7m3joll+TX28/6/Ha07KdHZFX5schqsnGlCxPYzDEYGQoLaO3IPi+ppmKluft0rhhhaTRMSMK/LxEmAHgHgD/JzO8mor+OCyE7MzPRncHqzPwtAL4FAA7a+9hIJfLJslq7bswVStPuopU6pl5eItVBqJujggu6HpQuq1sG47nxQO/z7YNsanTnfcI4syKShGHheCt54LxG3Gukcnzeg9sg9MUKIEPJ6SAJZ0LEMLmntJwj7tVakSU477I7jesjWAkPtqNwJVECzWdZ7TaHkQ5ZyKFw8rFD7RQYbiGSWC3ENN9piArqEOpqmlcwk0yKKbfezIaJa9XM034xVx7xktAwBfRSUHbm0mJeeNIHl144rTZSJ2gbSQsyVBS5jnLgNvi9D78XL3z9Ev/m2msxfsc9+Fh3GR/86pv4Pa99H47COe4LxzlCk39rDNEWYuQFP3utWwfCOgOTyem24y6EVBdBtxlQ6ZizZxBONjZod/z6SpopYb7rYwHkaEfDiqOuH4HtCN5rMuSV1tPVmnJh0J1t4dZOP9sXHQZPSE6IMn69FYVbZpD3cP1Eb7GpgMioTrYZPJURoXc4Xk7O/hSAp5j53frzP4NM/ueJ6H75XrofwAsv47N2D12lMqhgjCUMu5iLqYIMgLzLmDVxzwE9l3XLmFqW9yVIOMj6+ykpxL47g2kcdkNRoCDs7G7p+ZEJDWKSN9lhAy7nkLuEBcn9J3LSzGVB8Re+a/p5eh45yrDw0VMWgsi5uYKLOFDe2YvDyR0GBXMmimRCjO1EdthnToqOmfJpNQnbZe0zSCC3ToE491Sn+IKDX8Hjh9fge0ZzmnByNscHV/dglRosqIfQn9xUJXBn18qqrLbg2biY3i+7pjipeUzARRTVC9BeG5P8p8W7fC3anjNobL6+SQ7N02dmX8XYvXf6vFjBM2Uc8Q6UN7/24uy0cZQm3w2ULspUW/AOxyfc2Zn5OSJ6kojeyMzvB/DbAfyy/vc1AP6S/vs9n/Czgsd4ZVmofQo1pO0AOj0H5jOkvQaIDhhFj82pFFF/eY7YOtS3AsJNGbgv9Pu4VK1wNZyhoohDL7TSp4cjabspJ/44znGWZlifN7j/Vg8aYhY85OBAKBpmXMkSQZFlpTf9dSqoOOu70yBecq4fQUNV1FR0d7TXZn/viKz7DU+Ih/NCgJiEZ4alN8eTqQij/d3EI01xlQnaXx/hTIZYJ0PylvdDFopZLe23rfjn0bpDUH+8jCi0hdUKohfCVVHP0b5yknZc//AVUGKEE5HVSnOlntacpcLt6NnjHftP4Ik/fITnjpdo37PEr7zrzXj6qw7wWY99FCtKiKkYUSQmOL0/UfXjLZT2p0NJNTSNYIuYIkNEJxw4Sb1CXIJigdIm9Y73QlyJi1oVcmLBg1j2YsU9bXcl7eNbUTklgDzBbQZx9LU0yvrwAEBVYa05COxabbuzXZWOtbQvEZZFkW7dAVvL4SVCjG0thdPxxXd14OX32f8kgH9ERDWAjwD4ozJs8E+J6OsAfBzA7/uEn0KQAhBGZNEJQCbHMIBSgyyjbCtfSkCU3WmcOVQrlyuo61RjL3WZCdfSgMhCmJnuCAMHnMcWafBwnYbttS9yUhNASxZ/UAw7VDmVnUgKTaWe5WmkvHs4xckDyLtODiEtf9McmEOVC3O58m75ouaFBMiO5GUy50zOcjVGQVrFIL+wSrhzYJQ8XT6vVOMFqGTRTZSCFFGGnmZiTT53lPNDWZAAWRiTI4x7suD5tfatvUh8sRPSjP0HQNpr4Qxf/eC/wfsuPYiffuc7cPT+LZ4+WeI4zaQod7HapFGH3B8Ao9wfwSz0OfLZMe60Xd0CKEeF8w7IzmpRiU4ysXJWJCNQWGksslT5Hk7ITZREKISsLz5GUNfLomMtPBOl0PufSTDMWQ2ZAeVQoKA3PeCyLbWAp8RZ1hYGAtIk8n2R42VNdmb+BQCfeYc//faX8/7pIRRLaWekViyG3LwBpQOZxBkyqCGJGtiHswF+E6WHywKqub8+wZVwhvvCCRIcnh4uIcFh6Te4HM6zVDUgOSM5RlxU8OsR4VTyHGhllOYVuJ6E1MaYM8CMHRMGFTeVgjoSwvG67MDBZWnmcD6p1mrxzhYxk0+ynTjNZddxRqypXEGpdSqGWQlmPmxFqsnASNRWOZScEjpcH8VhdBKZ5NRCr3EnrLTDznVQFJjRNZOqs2q+LI6MnAc8AIzLBhQrcWg57wGucOA3yloUptyNKBDngT2u1mcYftcxPvQbF3BPNfjGD/4xLN92A9/w6E9i6be4HM4xCwP6JECZoG6umWHY1EjzJsOTpylQLmiOSai1DnCDFmpNYHMqD54Y1fV1jjzZORFsNcXaMe2QcoSiOkmplLfArQiPGDMSjGw0kvkSVvitvIBlpt2WJJBg6pW73kj3yNqoqa1zVCGqyoTx0qykhXc47r4/O6DAGDlB0QeTCZ//FktOaZVrr5jwTEhwwJ7f4tCvse+22HKFk7hABOFqOMXSbbPNbYTQMAVr76WgpGqvlufckUDwIjfOmFimYkvbQbjXTZ2lkKNCU4WIMhQ+8lgqxrle0fUg78GhKQMmJXGmqT1CZNAwAJWGgkPcsTpmZ66qXHJ+7RRQVMCSc3CzaleQ0Dsw+xxN5HoJTSML00kLyM41YKBCiVYyWUT+f5x5UHRS7OxHEJPox+sR2WUyVEURS7/F1z7+0zgZ5/j27/x8PPhjG3ykPcLZ61q0TsQyvEs5kpFC4KTdNW8QF5XyDVS4ctqSm0x6dAC8GIZke6xJBOFG0XBHPwD7e8JiZC2SDlF+bxBq6PloG3laSOUqZAAOB5OZRlbHzfc5SJifuysAxLabYUUKcoTUKKqSIjBK+1fgz/J5KRDGuX/1YOORGE4JCRijCBxuNKSZXqwvrassF5wpnJBd3yH7in+gvxcDB2xZlG2e7C+jdQMeqm7gHn+ONQvWOtQRsQ7wjRcXkBDLoGGBpDqTINKDvc99dWu5SQhXTpdCAieVD9pohdryJwfZFSODuABOdhRHlnMtDOoDdlCmnjC0aPRAqnILkjR0BSCTsJLOQWwcAqPkbo5F5klVck3HPC0aYdURZYIHPBWzhmnYbm1Pwx0oN0HAIIKEFCJQRLDC6XQHA3I1Pht+kO6KWrAzk5C2GlC/4xY+fGUfNALf8gO/E81jp/i/vvUHJH8PJJBps7+aVN3NGw0kss+Z6afqu7TWSMh7gD0cxZ32bS7QJgYbJFXtqi0dS17vl25QWRCEpaOUP0tdiPwQFWvhd3J+SU2VzKMY/jLxXabjTmsnuaio8H0aoohfGEjHGUvyxXtvd1dwMmmBwWCapuy6nBc7INbULGtsy4RPlYZcqrTCTt1lUoUPbO9HYsLcS0j+VH8EAHgg3MIVP2DFp1iFBnUzItUtYuXg2wCMkxmbIBO9U20z7T3DQ1xgWDneFv5O3spJGE8YI2gtlEtWV1TbQaTqn3LoKQ/diS79vriAmGOnKdSkWqi5afRFTsmepTmo7LXgWpRYY0vwQwJvJ31aywdjAvc9KARgr5WahYXhTvI+Qaa5MrGBorKSGGCF5w4jaNGqxnnKrTC/GWRHHQSnnlF5yZxe1QEIKadXhns3Xfo/96b/Hds31vjvf+D34LF/eAtPffERnnvjAfrkkWrK6jsGMpJnJ2zDzExMSSi73oEXk4ixG4CKpY1lIb+NTQvNicQ6G7KoW4jOTtKwrPeXoxwUIFQsoiXijNtpmhBk02gVu2AGoIBM+CB5ed7U7NG50mHxnRQgLeKiIcKbVoGSZ1znX7L1dpeJMKSDR1wybOCntpZQfkwgZcTlMD5BtMqAkmdVUrG6Oe7BEeMoSBXecNUDSfi+5gbXY4VrcR/XxiW22wrVeRQa56pDNnt0DlBfb7hYzlXbcF4JHxYaXsRHT/HyJkldBiJkh7UwMpSdwhYN100qyQkicAHAdyY2mCacbk19pi4gkRHOB/hO2W4TBBZ7zQdH/b36gVHU4poWnaif8PKnghf5WhR8VIXcg/absQCguEQkcHWpuwcHrhlXwxmiKt7UFHFvdYLIhLM0K4K/JEafnhn1w+d4+guP0B0y/pd/+/nAsy0ePhvgpudl97zyIhsOLWRO/2ZF1boq3nGALrip5P4K+83tT0ARdzK7xYhRQ/KR4VZDLsyW76IS0diky208FNrzVNHYzl/FMlPtdlh7bJj7raa2nsCuePmxJ1BVFpFXjbosE7SoUCrUrBX62DjQmiUXjQpYcWJXzBbmOPXomlWgJHDZe6tTvL55AZEdro1LCedThQjghXEfkR0+3l/BE90R4kmN5oVz0PkGOJMFguYz1UmflwXHxYyAoiHCnchrWTHyPK/FGUSRfMKWSzKR7MbrYSqk9vCNTmp6Zm6I4gBjhRrmnI/74EBjBbce4DrZuaC+6fFADCrDcQeKEdWNvixek1oDNx7jrBI3HJ3MNCY4ivn+O1ODsXMeohQuiYQJ5kmKcg7ysxbqwslW3qDRSKpDrsFA7wkTgWYjHqmu4zjN8Nx4iKXb4DXhGFsO+IXtw2IEGUyIdATQ4T9/80/gY6+7jO9676fjkb9foTrbwp8IlDTp/aNRJkVahOLhNyTwYAua7srGSa+D7O7jJH2LwvvntgbvNcXsgbWNqm1RMCPOa8QmIPQD/I2zEoV5JyrAweUUNacZXoqsU985gysbczG1AbENkqZUQvX2UXgaKZCkC1rY5kYKqiapBeeQZlrENYGLFznufoFusupCe78UEijpALWe7pQ8AihnnLLOWH0M/ODH34xZPWDZiM/7qq8Rk0M/Sii0bDvMqwEn2xbrrobrHG68/QCh20fY6C5dSS42LAixBsJ2Bt+zWDdXUg8JijlOXjb+9voAv423XxewU9jKv88FMM67846k83RnsPbXNG+eHtNQHkCG02okkmGaWmTLOSCXhcgw/juFNbuMi6AU/U7D6JfvFbSfLB7IVWTWgWk5MAeCu1bjf3jmi3A+NjjtWjR+xEGzQR8Dnj47QEyEg9kWjR8z8Ol8qLHualTP1/DbLu9qsalw+tgCw4wkCGMgtkBsZPd1I8P1QH2+B/aEfim/P/ioQzjuhGg0vb9A1mo3EIwBMZk0vJ+YaJp9N1fCPnxRZRitddiuLSKlpqi0++xMk8/BgVgKbm5M4CQuu2aIIh4FTmjdWuQ2ZF+Oul68Pnf3w3h2BNdrnrcVK2KKorgBhkjsjJNKqxYo3GbIyjFwwNV/u0X/8SVoBOI2ghKwVJy79EkBDnsYHDAnYOYIL3yGw6f/8Z+HJ8YL2z2MyWvvl3Gp3mDme5yNLVZjjYNqi6v1WbYxAgSR94Hze/Dxb3scR+87L+IXDqX1YpPPADKN7nIjAFJAxovhta0334iijCnUIDhwdLn14oiQpsQaksKVnCSVBcV2Ne9AxBj31VVGpa+EWcWyI5GmESOXoiIszDcSEHL7iWeVSEsNonib20VJIwPn0F2ZYVx4PPATCU/9xONwgyjwDACuaQfhcD2CGBgXS2y9aPJRAmbMmAG4zJ3sfsEBswrr+2eIf/AGPu++D2eWnCPOaMkIhz4FbKLcj9qN+NjZZdz6+w/h6KwXOqgtvNACW6PXOkilG6ppz5UXKrnez3DWoX7hFNzWiEeLovozmfBMynmYqAON8wpuSAJcShPNQkXeUT8i9BPCjaYHTAS/HnaiPTL3mC6CVhvw3hxp2YAqLsKqL3Lc3cnOwJ0Q9Flt1IpQgOzswG6fm6VJwkluQqMroDvvC1MOKOgiI4CoEg6NAW9bPIPGDXi2PsyDBQCuVGfZOPIstjgKK9xbHe+gvjwlVC7io9XjEr4zUKCppXrKELUbubiyy5ai2Z3uzZ13CCsIUYYKJ8hKhlJ9jQyiIn2VYbHTcBSA4ejlcycEHUg9hBJ2CUhAKULppH+pMDG/3nb8JDttdTrCr/tdGrCT12arqrNK+eVxRzcutUHC59Zjc9Bgc8XBMeE8Nnhs/gKO/Cr7D9jRc8he8cJ6TPjX1UO75zmZ8NNnIOOLd5WIWchJeXdWwJBcgLYf9XU794G4fIeNTwPlTMZnliC3GsD0XCZphLSegSkFfPq9O/WGOxx3txrPogpiTpk8q8Gt9Ef9+UT1VbXCi0DfJKS1G6N+kMSQFQ0ABzHHc+se1EdR8PBKH+0jKGpVmMsq2mnLLFscUcLcd3CUMHAAlDEHQIUvJWpIqvBJQ5SK+kHxxr7oLgJAABT6MP1myOw7mQCppC/2wK2/rXjsOJPvM2tl10l9wZ2uRXhx3grFtjF+vqY+XYRbbbN/PXsHr4g9qyCnWYXYBoTNADo+A89bjPcdAA7w5zJJad3JfVcijFTAVR1GdyoAOyqt9fWVLEibTmoAwUvObxVoIgGe7ITUTkJ5xQmYIOP5oy38738BFRM2P3QPfu7sMt73+57H1zz8r+GF8Q5PLNX9lNBBWn33VSd4vj6Q5zKJGHMkYlBUX9iN+e+KQ88KxmMsi7cjAK5QkPWzzUhUpL0GUFvDRFHd2UYircOFuNPOg6gAbWMuwtJUY1DHPIMAFcUkLrJWXItCrzdZMMNJvMhxl3d2magZ1kcq15Ni4Q0bb1sr1Tu0UkgP1XYyg09mqKsjEOtrYxJoo1182o0qPCWkOyQ4HoyEEhYmViADrNpvO3bZWZlZH37Z+cgQaBOJ4Hx9CSC428IcC93yZygE9zYvsSQTObPRjD5rG5ztNgxtOfWKA1ArKUUA5oXGSETM4FFlrqwKrPpssgilEpQkiCOuLb72vQ45Gss6bF0P1vZQ3qEMVDKlp6ZJ3YJLGEgxITbAb7vvw1iNDf716ioWz4149mQPT/eXcCWc4yic7wheWHpmUuR5/E3qRUaZzvfQbt8F7QEjSxlLcGf3VHRdRkZ64wuk7E0AQ96NMSsCmatrqgkpagW+n9yfO+3Qk4XI0oV8fvlvt7/NjrsexmOMmSm2Y2Kneuu3XaTixL2BXdRb3JxIAeQ8PmPdNWIAc3GNUWeQuetwNZzhvuoE21ThmeESBvbYUw9yj4SBPeauyzz4ikYMHHAcFzge53ATzzCw6seb17peR1JZItfrzriVnCu35rgqEzuUKjwBRVJ4tRXZK/UfZ+eKV7zWJ+KRwE7Ni8zQe66PZbdR9ZnsgddJrxx1VSIrlZKihTjVVre2+b6yJ/Ce1FWy+sxMvsenBLdRLT3Tfu8M7qsqNqrltyPPpUe2n9Z7aRBqAGVH3A5wPZCY8ObFM/jIH7yM586WwHuP8N0/9XmYfdEL+Etv/C48PV7Ch7b3Yu56PFDdyuIljlJJUVKCaeZnRSI3mTQc4U5V6mveZuoqVUH92aWbZM45Apqh4l1AJMafwYvoSRVgtFVu61wIpJjge0n3fKdKN9aySyxzJBQ/QNqOoBQFEFU5yeV7cZLNXofDhWjywnGXq/G6QxgtFAAFKxhNEEOTHTEftroaFda7jC2easQDJd8UOd+UFxhKImixcB3mrsPgPE7TDF2q0FKPikZEHYyeWAQvJrvFwB5dDBnqmqOGUSSJgBpoq53cKZtK9IOQa6pKJp5qx+dKd0oCiQXAvta23AhsuyyowI1T6WqRmWYS5VMmIBgyz1FuVea2oLrFZm85vR+pqbMpYCbwWGGuk504NSqr3DgtGKUi+WRtqjHKa40UslXcQFUX9Nik8p/97RJ2evty7YL/t/HhFFJs8Ier4RR/7rU/hCeHy/irP/aVuO/d5/jgZ+yjetOIbapwfdjDPdUZ5q7LEz1/WLJIxupCVKLMyMUhp7NiWAB73VSU9x9NjtuEUJX4sjMe9PXTyIWdgGtKSqqRG0PEJ6ZinzkKLIIpZlsmhiButwakkdxU8+BOx11vveXwM3FWSpXJY6uSYtWjVHSThZEOWXkFQNk1JpVLruTyXSdgD9FaC7La6o0a2OM0tTiOc/SqRmvoLoHcVhjY5+Jd1LDd7KeCiwidCA9wE5CaCmb7Y6GrOJ4EDaMb0BDEFz7GMiisaDh9yIaKM7z0rBH2WqOONqqjxlC8gqYr2daJGW47oLI8uhNYsVXq/UpJRG2VtdFz6qDsKgoXB6ksEOYsm1GBjvIiZM9FOghAMtTaEKVG04Yskug2g9AydccSLDvlkei2I/xmQGplJ3WaarADLoU1Fq7DL24fEgfgzzrHBx+ZwV0j/JF/+sfhXrfClz72Pnitt3hKqFlrHBESzeiE48YXyGtlBWIG2IH35noypHRoUdglFpQjB4eowqhZlsqRVMgUmmw6gOxFbhypTEbqBvgO8Bu3w4qUNt0MJrkFI9GQKg5ruuQsWtWF1q1SgeW+arDxmmOLSEAEqL2tGpnhpKOYI6AOZQCaIogV+HSwYtBdyE9aKMMIhEaAMszivgKhu65Tg7M4w8A+V23XqUHjBqxTjSEFwANVijrx5XMbN8ATw/cAbTsZ9I0HJrLpNEhRLSqDjlLItsgGVqFhLIUegvblOYdlUHYbp5B3UCFLlNzdir0XjSZIw8EsCFJXSHMlTChqMGmhznQFTGgRidV7nkoLh2Xg+fVWcu/9Bbiuy04NTFITBkCq1U4IvVBPc+HLWIbUlGr/KFVtK0h51QIEz9RRJeUd7SicY0E9PrK5ipv9Al/+hvdi/qYe/+Q7Ph+PfNd1fPzLr8A9rh50aiIK6pFYYdZjzEo78l+JIEgnNphzimgKvgiu6N9vRvB8Yvd8PoEWE0l0oHbbIlSq7j4jS1Q2JCmY6sQlANw2ApZRJqERejJFmAjAhA49mOCnRlXdqPbe9Z1zfT3uLoIuOKSDhYgWjjGLHFI/Cm7c2hNEuvOUAScMs8mHpQQ3cCm0eBSIrWl7RyHewBPSXoNkEZny3wGpsCcQGjdg6URqyISzBvY7ffbz2OJ0UF1vIlA3wkdBdKW2gvlquzEhbAW66FV8A4Cc0zApTgYnT0Bx2c4m0JgUcw5Yu4UoAdG4ASp0CKg4hEQOPAnhRAl1lFyatMhpURJ2CzmGTJzi7+1eWrtMHEkpU3hNE5A9FQ95KrsUHKQivd7CVUFx5SwSUEYkmnTMTMZL6gMtwAx/2uXinx8Yv7q5HxVFXK5W2PMdKheRQOjfssZH3RXEOeM7f+qzMLv/HP/Fm38cl/05bvAebo4CLWaNJNk5uHUPf2Z+BOqJbudv5zZK4ditXMmHre4xshByLP3QmgpxXUJxLRC7vizGMK3DWBYy6y4hAT5aqK6L30pTO02HpBakVFf7XF1oqXsV+bOzd+iPZqgBQHXiY+MFbDAJccWcoC6qKTyBSCr91XVK8yTK4ohmtWxkCX+yAW06pMM9jPsNYitVWk9KomHOIfvCdTj0aySjw0KELM2tdGCP68MeTodWVWE8aC0rNF05wLDXwnfCdOIxScicOA/iNKuQvIfvKHcQkuW82pZL8wpIjHC8Bq0HCd+9mgOODHZJcNndCHfzTBRR778Erh2iCV1qJdltx7yzQ3Nmyy93DoscKifjRttNZMAnLfwJn1oKhUm1A8ECduG9BkilJWTkJdp2SKdncJVGN05gqzJwCeQ4Rza0FtWceGmJNK8Qjjeg4zPFrFfwPfArx/ehoojHZ8+jpR7PDpdwFlt87dt+Gu2nDfif/9UX4rF/2OOF33CAFx7b12JrwPVuT1OVkFMhd7IF3zqBW8xBB3u7fW8iwCmByNR8iMTaetlKDj0mFXrUro0aRrIKX4TVIC3gyIXXQOV+ExFgm9UwgkYCeVElQuMRZ6rYe1N5H0cLjUYkjbMiaH6MMQFKMnux4+722YEs25R7yrqbkPYwOXh5wLn4k0pv0UArBFlFTQ02RhnECZLyRy32AbkN4voENxZt8oXrUXPEQVhjSOIZf+jX2HKFngO6VAllFpwDisaNqN2IFKC01QRoZd5rz7nom016uKocQ2YGqBVa4Z9jl2Nuq/pOAYxhOuyudztho7xfaZ1a2LbCEWl0lF+v7UwDh2R56FoGWD40dKfJbjTF88tr9HNIFnHJU/X9kbXhIM4zFuZnoA+0MDdth6oTq00WDlrQ0rQmeWBRddjzHRZafDPZaQPVLO5Z4fnPOkB3xPinH3gHLi9X+E9e84uY+dJ6s2IgeweyLoVx01MCmCS8J1K9+dJ7NwEJ6GLoxlT67J2w0EZNM3dapTbW7f46ByYGse7w08cfo2BINtrq0zHutmOWU8skrNwNCKrpP+JVQ4SBtXisxWCC+ka8sJtfh1zACadbUD9q/hQFHjgXckZqxOWTtl3GzAM6mTS0MQMFf7aF7+YY2MMj4Wo4BSDV+QjCI+EGDtwgaipgXOMlro97cGDMvUgbz32HZdVhbAlp0UjRbRCV1XBjVEdNCedJW4W03qrElerIzxppUTnRi4MrJoEGuY17RstkRRf2mcCRiRZAzvvzwaVgx94jLdX4T1VurKXl1qLZRmuxPHZ1QJxXZVefyGtZjWRY1ki1Q9iMeaBjTFromoTvBgoCg+eNiHKYUMT0fE04UdOVuGxUwlrgvWlWgcZZXlxiQ7hvdoaHm+u46k9RU8QNv5cFSrapwlc9+vPAo8A/+eA7cOUfznF+3x5u/rGP4Gp9JjuN2SN7LQ4fLMFtlc0n/Vknhd5WCpDpcFburdUkGEJeOt+Uohoz3Lm46br6ALE1We6SAlLkzLEXJd/iCZDBPZrv0zDCbwSElFrxMHDH5/L3q4fivKNRHDcBozoX0Y3uVVSNny5imqtk1Q4DI9jKP9UpV2ZR9ve++LFW4d4BO9DOFwolEBn+WtxHRng4rLhCTIQtV8q+imhozNbEcs4ObrJ0TqML+U7918JfQ8YhlGuzVV4HOU8xGhPXk3LOpSWFoKQKIinmQSMIR9gBgthOb/kkAYRUQngFgnBdiZgDUY64sme4dQYcAPLS7x8haYT2q6WtSTuLBCCTIV9v8EWuy55pss+w3Z3LXY2c2507IpsEhEkr1Gyipy4yS7/FgV/hnv1znN2zxLggvPvaIwAA3+sEty6DacgZ+GnS0TAxiNsJSxouXxxrep0Zb2+R1LTSjpQjq1xctkjUCrXBFxiv1a4qGXHOOQj+GCX1akSKLGvYfwJXmLs+2VPt4dZ60za9rHaAqINM6JluLXhYrqRFQq2RQyY7gzKBAJ0MdXUbxDZreWuI0zjpvV4b9+Eo4dBJOe4Xtw/h5riHB+sbuCec4XI4z8iryFLZPUutSCJHFMZR43cmMsWUSQp2XVm8gmX1dt1QFGR9qbrn4wLKi0lC8rioMezXCJuIaisFOlPftX4sexkcfjOAztcywNpa2FVbsQpObS31knYhcM3zHv5sWx7TEEFnazmnWQPy0uoJllZNUWeRxVszsqjBMAtIxRXGV5pXGGdebJC6qJ0BoWMaUpIG6dVbZ4brkHdc0cGXCV1TFFMQBm6NC1wf9nClOs8T/XI4x1c9+B789B95FL/4wv04/ef3Y3Y9YXZzwHBppvZUCkNWpxg3pB1qqt+IhJaBYFIdVPsv5RZrMgUc3YDipXmWBwsrHdNKTEmqG+idFoWtpjRVr2094kT/3p91SHXAuJRuketmoH6UYnDlwMsGNK/h173QbQG19Hq1EGGA0n4DyoBxlEUkLPTJbCvbOK3Aoe8jnoTtftKay2QQKqugJ9BIcAPwwc29eCHsYx3rLHzhKOEDq/twq5/hudk+7qnPZNdIUo0fk+jYrcYGT60OMc6A7p45kumFAwBp2D0y3MCoVO9t2K/zZCcG6hsb0OlaaaBlR7lj+DWptUi7ccJms8p9rn1Q2R1Jc+LM2U6T1xoVVSvfQT63RAG6s1yMoEySOVeararPwus3xZqkuzRL4ZHtuZkTzsXr1WeUT30KsHFSUJRaD/Dh86sITgQuIjt8aHUVp32LF+olltUW+2GLK9U5zmKLRehEAef5hNlz20z17S814CA8cSv4ul4iE9+1cF1E9fxJ8TGoSBGYu5FWFuTMQZ9h4qOKUCK3J8s9K7BWQ9Uh0W3RatbEn85b21CmL7W/sxJzPgHFlfhOg+zX6DiY3c+f8+jXioxOEtdKtrzbvM1ULcTCdqdSTRnHbcU72wE0nAFQBr7uolyHIi0EYHN/i+NHBUjhu0lxiJHDYONIl99L24dJ+O7jgnD6mVtcuXyGeTWg8hEOgtVfDzXOtuIzF5PQRhdNj+ASKh8Rk8PJ/3Y/HviXt4qem7XEbHI6KiQgYKfimskzMWW6b5pXZbIyF8TVeQ93vs6DZCr9bBXbtJyLeq2pzdj3aPhIquYKQHzdgpNIQrXsEVzJN3PlnrMWgZl1GufaoK/ThTkZQGdCOc02WU4pr/2Icdng5NGZtE9Znp3xzt0IUATGmTwfioDfMsIG2H9im6OJVHl86KtneNuv/5gs4MmhTx599PDEmIUBH712hNf+zYDmQ8+Dl3NJm5SKzQovNrwHeIo8nGDiJ4t05iCMUluCc+I/V3mB33qp3JNJeo0RqEKR39LnSv0oGImlSIqJi2ucuNHInPmZf/s3cHr+9B2n/F0nwthEByAhUiU6ZpO0VScAySJqBR/TzU4ExIm5IVEpPE31120zs1XSE6rTEUe/Kp8X1jG38QCNDhzE59u4xRa2dqInl5YttvfO0H7xKf6zR96NQ79GSwM8CevqZtzL+ncOjMqNWLotWicus4kdvvnqV5fq78WF1nY1Kqs6i52KRDKRQWMJESVqkTZYHhRMQtHU+7tzWKqh99L1Yx6XF5lnZqIRTLrYwEzWvvOK/x+RUyn5zklkZUdiEFIOg9mQgKrRDoJowDPn9wOTWgyL5dbR+7ROoYt5mot9sd8McBuxkx6WimzbjiVqhO68tUN13xpfc/9P5VPbcoVVatBSj/vCCb53/x143+LT0EwxA6qrlyvzF3dc3WB2TDd5kr93omTM2w4UQub7p7lDqgh+DcFVDKMoEQPAzLgdQ4nM9PMcUd4g0VSIZk/mX005Oyi3HQDIgBtELJDWQsP0g/Rh46LOrwGAtGzzrmZMM0TOAybjuyeqruaSYXm/Twku0xZjeY/KCwEouVvwkpcZhDEJAi2sagSXcOjXoqHGLXoOSEziL84OrRtwb3UCoFhT9VE41hRRdtnAeQeUwpResu7gxbgvSftNZalRST4rO7pKLG+GvONS1qmbSQSkqrJG4uC5uO3QdoBXEot5lpkyauiGQk8FMhwTFspGeXZsdZgeoPVKBmYV5Pv2ZpKz1tJSC9qKJDZBj1T6xakUFMGM1IjbLjsC9LxT5ST6wpgXc2Kt6ziJHJrnzvJ1CEbDYdiv8eQX1hjuHVB9uMU3//wfQvyMM/yxt/xEHpmJCGtuMLBDv/SYHS1LxDlvkJbznZGc+Q/Zw113dL0O69tz7YA2yLVWAWzRQALcPEi70WpVoQY3Wn23GoqT4l+a1xLprAcRba1CLtBJQZFUb+DFZ9/dr8ZfLERZONv1KpnMAFeAKnzakZqA1Hi4bRQeeQTgOFc2AchkGMZC5rBwnigjuCgiK9Rmq+WJBvmURw4A5iHvlI/supjVUMUfvsI6NdimKlNmK4pYui08JdwY9zLe/jy2MkpULx8s555qL7lulEFg3Qe7XzYJKKkGvYXIZKqjct00jEBIWTzR4JlGK86W01oEDesOWG9ATQ3mSgYjVJ11rVJQVvUfhHduIBKpqQh+IFUOPMgOxuMIYsX0L9o8kGPt4D0Vmqz3AFjIPpNoIw8Vp9ptTuyrBH8gsGOOqqyjY4i9QwqQBerkHFRXstCxbCyxcTj4dTfwO17zq/j+v/9b8JofvIYPHVzBrTcspOviBniwWn07jA0hLmrR2BtG8LxGnNci29ztRjFJx43U3hKo1yjUC5aClSdP0TYaDelNVDJ/VoGBoxukQA0pErJzUtTzBH+2FdVa7czIuNBOzEug54BXokDnSHqMtrIPETyrEQ/npX3DLBhp1p2FGa42pVWRe+ZKhR+JJPRmzvhiZ/Bb+0oTmTBnVuLiymGhotUC0qSDNURQz4IpB+QG1w6bocJzwwEccW7LdRyw57c48qsMxe0VbushCjcAwI5zAczaQKYkYxrnO66j0+IOkHXisyur7ehNAM/qnapy1vWz8NJ0zFVOi+dNqRcAQEwiWgiIsKYTpBc78UhLtRewxxDly9Mk3agc0r1HEs7qBAakDef6EeEE8tlR6xSGLWBfCkxAHvRSt6CdxckKXcYHoNEV2izJTpquHOTUj60gxgAR4yBsMP6WE7z/4cugAfjHP/C5oNev8Cfe9mNYqmMNADiLWky5NUExEdIjJx030nKMGnV4qYSrGKcdlOS+T3EgqAKy7fN6lFZlSqLFoIsYzxodc/KZrheuCNcBWM6FnDM1MSGUDeJFjldEcDLDJVdivzweHmFzXwvfJVSng8BOr5/Kqqq0TzdrJDRXXXduvCiK9gKYARHivJZMwfjaJjQw9HAxIbkZeFlLfgiUScRcJKoVoed6gePSMAKbLRACeH+BFBy60eP54QD3VidY+AEnUUwQroRzPFJfw8ABp6nNBBqLBLyoVhTevXcZTz9VZb2jXJLl8gb51FzSrbdAjEhXDxBnldpJjznVyUIHVrj0DJAw3uK8hlNuAm0HGXA6qNCYdrrPOwur8in1Y9mEFWiSao9R8+Vw3OXFlHoxjszpAADyfnegTouQ2lqy7ovYJzntzUNITUZ08go71RpBmlcYFw3cNiLcXMm4V8y/dwmXwgrf/Ou+D+2nDfiz3/+H8eg/OMYTv/sI80/rsHTb7C1HUZ+JcdWZQX0UJp4WNHNEpcxCngkzjisBi7nR/sZZ5KT0zn0Ov72RlhJEmAWy2Kem2qkN0KDKuZXPKLrsead4gB2E4x2OV8T+KRsPtiqewIzmeMiIMaSkEMwgt58ZrP1WCasbXe1SYXgB8KsuV3qprlQIQB+agUe6WL4HKOG7Dpr8eQ4Cj5zqw286+O0MwSUchRXWqcE6NXCU8GB9CxWNeHK4nDnzHoyBPHoOOIstzlIL15OkDqQqspaHewegySom1srLwpVW/Y3ADlJO82MaU3ZFYSObkLQuCU5C7iGCWNld0h2XnTE4wEQuVVAk1SUMhfHgh1TYWpFBUToCftBIKyMBsavhRmX3FSyF3733+ozz2Bgh3wkI484gABPNPBP4yAtZjHBblILrrM5pohtEtaZW88+WBlx9w3V87CvuQb+f8P/6ud+Fq0en+PpHflL47yTXwGY+OsFtOG2tkUlBabfHdSPcUCZbTr2sxjEtxtpznB4OxYbKqv16P7IMdYK0IonAFaQ7wgzqpEaQQhmrdzpeGa83DbHivhjWV2c96mdOc1EsC+l7aeNIfhNBm4R0MMe4Vws3ejsURwzDBnuHdLiHNGvgzreyU80agV+a1l0CMrPJ+PEaBVAnxUKet6IKkxikmmK4cQt+r0VTjXiguoVf2T6A57oDvHnxDN7aPI0nhiP80uZBHIUVPn32MXiXMtb+5riHF4YlwhpZiwzOSQ5+dg6qKjg6yMVJazuZUSHXYnoJ5f1b3z4r8vSjuKA0AtkFrD2lEz6SEIeYQYNAejOG2+SI7TBwjhP/MACozkd4bWEZOIjMeILFXNE1xWRhBypqk1pJLcI+K4ssAcVAgUrriuy6NrqIN0XNyFp/rM8Mwwi36YAxghczDFf3JMq4fg6/lT3bBC0WrsNfe9M/gXtzwtf+/B/Bff9TgxtvvRfXv2mJilIpvlntTXdi10f4bZ/ZfKiCKAURybgaJSXNyjFWeLR7BpSOi9p82T3INluKsEu1V3KRoBmpG3f79G0Fh0rvj0BrqaleMm+/+1LSpoyilXh2WkG/uPo5nY1aZNmB0maFUidFuioII8z6yUDJm3LhbXIervybPbMVIMN1AFIjVW3z79YdiZpGinUkeW0p7gh/Wth0PSpFeXml0i4csPY19lKNVOnOO73eELRgBRhkFUDWLS/AIFnh2flcHHKsFfKEiUKpRTOTnSZN7qHTHV13ytt0y7TFx47gas2L9VzZOaCSCcx6vtYyc32UicKTgQxIy6qudjsMdj5eWqxusJSKCgjFvtM8BPQoKrp6LZp+YRhBNKBQo6G1GEIfPc5UsnzLFRauwwI9ri7PceMtB+guAd/5xK/H6arF5QG5KIvIIJcAUusnL1RrqsKE4IOd8QmU+kKG5hos+GLrzu5hlE0l7+68CxzD5N5dhF7nceQJL5W0312Kq5PVmVayCrrTKBxuzUWtMGXVczDlXcEKFYAUfdj665UDmWqLRebdoGAcLfzEpGIAVCijukrG+a4Qw3jYgt0M4UxgiBy8KKBWHjhcYjho4UnYcQd+jaYVQcOzNENFIx5urgMAro37om4aTlBTREsD5q7HuMeIl+bSblxtZXefz8qATsjQ0aSURrknUnmnrYg/JNM29wJIcQ6CUx9Fjz/tNUitKpImqUmYFrzRhf1myDln3jE1lXHna634HuSWFxPEr4w0shgCpm0zd7ySYtWiLQgzQHTUZtUuwSYy4FHsjNdK9oHU7DLAJHjRv7OaA5CLd/a8x2Ul9YQuwq+HQoVmVc5tPNZdjQ9v70HjhPfQOmHNffF9v4yTb/go/rcn3oLwDy7jvpMISiPGRUB9HAskm0ghvBUohhxV5DE7Jfok5AmcIdWWgigGZNqPJ4Vzc9sAlQpnWMo0odDmCW6RqR0aSaUm3L6QTI5XJmefrkxRK+FGDbVQxQZfRXmFzCsgFGnmVFbool4dTRRg7GAGUHYSmoSKO2lOmrxRw6u8i1Tyt2dvHOCH9t+KbawwJod5GLAIHcbk0SXpuffJI7iE+9pTVBSxiTVWUXb209fNETqG3+7puQG+T6hvbCSHN4krR7DuOwG7+VgCyE12ZatVIJUBYZeukkm3eXfbboPdXcnul7UondUIbMI7OTfLa2l6v60o+BK5o0BiI8BOPmd6nonF20/ThCzKabt8jk6m8OCy49mks4o5IONjdX2Of7V4FE0YUTlpnzpi1G7EPPQ4W7W4dHNEddpjnFfgQNjcNwd7oLnRIxxvdwuJVpOY6MLn69ZzlkjLIREJZN0ixWlIf/Ea7HfTdGX69wvP6CV/vnDcdRdX6gZkX3NtE1mF0fVRyBRqK8yO8moVTrqivmokC4bQX8+UdNJUpbhkmOYswujy9xjcFJwEdKORhHi2RS1UOcRLizKAIMAL10Xc/09rfKh5i/ZNgViJVZQbgGotvTtKAl19ci5c7BQIKQDjbx7wuj/xYTR+RKCExIQuBfzsUw/hgW+do336DFDBC9/50hqzwa59V2sFZUx70MpxSiKEoLli7uMHAqgpk7hP5X1h4iRikzi2QGL4k02+37lwNEmNMhwUEKEMoCxYirqjLmYzCPlShlOarskhw/uiEWDSXZ24zlI/SMisunkGOjI3HuqTCHBqmy6nLpBCbHW8xev+aYvYXsV67hBr6Yu7kXMI/kAvBp5MhOqsx7hX4WN/MOGzH/sofvGfvxkPff8KGJ0U56y6btEGs4zNmES/PwC01rx+bwbMK+FMKA0WXtltxqCrK/BcsSH9KC3E1iO305hFDGWY1EiUZJRTTFaRjFdNzj45sj64wSu9A1MqOzuArK5ieWDuBwuzipO0OWCa81blnYSlF1c7I1fID/rAAKWaUsGs+90c06iOlBjzj6+UHFEYWqn2InS52haeNhF43mbpozQLuPH5hC+/+nNYOGn3JHbo2aNPn4sXqtfvnJfJCucWofcqv40CpLC8kC6GMpDcfcKC4kBALCHizi4zuU6yiAZ6LxKUgsyZjsq2W5mhg50DSgSSg44L9ZgsOooSyVm3JANsYsqtQ3PBmYpfTMeRs4iPCshF8l25P9QltE+eAKzY8rYqxg9ACYNbkd6KbcCwCDi8dILPOvwofqF9czm3O1XXLWy33d1+NmFVfaYGHDKR1SlxKCsMK+Eon5eXdCXn76aAawhMe52lDy9xvKzJTkR/FsDX6/P7RQB/FMD9AL4dwGUA7wHwnzFz/1Kfw54QFw38WQfXD1KZNXG/rco+1xOdbIcsdVTEFIqKDRnd0iCHbQVTNgEgBZttL5NGP9f5cYf/bv1MyfEVdKKfkwt0Vuy7QCRhVU2lIRaBiCOpApNJDdu5Ru2TDhWO4wLXxn0M7HHo13iougGnphdMBD6YI3cGTFzwTmEcBFnIhCyTZMUyRAGfsHqxITjEedj9XEOttY0OeAKC5Z0yCdPeTFRotW8+VUwZ97Wn3StZKYeelJ83nBNhClKBhfON7NLtBXHElERcohdTCbQNMG8zAs180wCU3N8Gd3AZ7GLpRjbCyEIpcVeYQ3dng1IDsghtL8/wxJcnzC+tkH7uMv7eD34Jrjw9Iu63wmhb97ugnyD1jJASWO8nqeCkKfgWtWNtd9Yy5mggcCyLXjGjkIgTnuAmzjAAQCdnSKs13P5S6NN1JVEwTeoGL3K8RDovBxG9BsCfAvCZzPw2SEPiqwH8ZQD/IzM/BuAWgK/7RJ8lRQ7TSJ8QOgApguiqx87BzAho06uNs06wSc98qjVuvfSdvDTnhlpEUihshila+G6hpOaIlidRjDkktUEyHWQm1JjPxRPSLMgEnIZZALLW/OhwEmd4YdjHx7ZX8Ex/CavUYEwuM8TiosKwFM65pDwh482n1yYPmJScYjuJXppd8yD8+byLOZRBZf9FHfx3iABNcpknC50tvHFaqZ/sYPneai6fgkNqC7wzA0sqabWmuigLISZxpSESHIYaZKTaKxnHZS0DZwpGfMEw0/LlyEWteLrDJs6wXxs/BnCKLeHtjz+J3/voezF/lnH/u65j/sxGEHIZRyCtsdSo1XIrZg6mXAsiMb5cNrmwxs6BG8G+w4rNFyMV21hGSXuy2pEx64jAXY90dgbebvMcEjCP8ghefK6/7DA+AJgR0QBgDuBZAF8A4D/Vv/89AP8tgL/xkp/CLKKQlquoLrYfk/QRJw4YHE1oMe3skBiTPOBJ2GgDxZ1L7m569PnmqhmAMcc4OAyXF5oXRzmnaVgZIb3UrpfVuNnF6edcdEgI/a7qKCn01XYaZ84h+jAu/6zH337+i2RiJYADIzZAqhn8lT1cqOFcApAwbBqgn0kOPhL2P+hw/7tuyDXUEi1U10SQMM007aiQd2JaC1sPOkHMJy41lQhAKnUTwyg5NJFIbTld8CzisYpxTEiLFmkmu1rYRlHP3cp9SstWIod+1MVDNNQpMVIUzD2aOue6HBzSopbiXlSnoCqA0EptwnwBFOZLmd7bK4LO5yjG9PCyicaYJBzOOW5QuGuFNAvwK2TilN8I3wCe0Nwc8eHvfxQfaB7F1afHDGF2Q8Tzv2GJ49/Q3SE7JACqOjxqiO4ZZkY4fb27VeG1PxzRPL8WdN8kEpL82xffufzxhDiXRSPEKwh7i7zwiy6hRRQTsNgdjk842Zn5aSL6KwCeALAB8MOQsP2YOTskPgXgNXd6PxF9I4BvBIC2PtgBGMhOpgikQXSyk4H7A4MTq7hs8RR3YxJyhhV0ABnQMRZIZlPLwqH5mX2fG5IUCJ3HsBQTB7+1nS3lnYWIpCi02oDaRhYNopJfWmjeKc9Z5ZxBpKIUWihiraVzcVi9/L4VrvxC2sF8A8CNt83xB//Uu/AFi1/BlgN6eDw3HuAsznB9XOJknOHbq8/B/e9CTkEQGXRyLtd+32WkRj8vQiGwvbY06yyKKH1pUUH1Y1Jk3Vh07XRC8oHIL2dbo152UBzMEdsgqLQu5rYRvMspRTAnnlh2fKcdAq58JiyBCLGRQpTtcBxEdsv43s4QjZ7hRieRhU52njWA8zl8L1rwimufKnkqISfVXuyxuhJyI0bhAviA6rTDa95pjLMy6WhMOHs04Vs/9+8issPNuIeePbZcwyPhvuoYLQ24Nu7jNM1Qq7RZpag9a79+9/E78DM/85lonoeOpUk3gtTu2QrJ2g1hIqTGSws0zeHaGm7bq6UYZ4NOEzd9seMTTnYiugTgywC8DsAxgO8A8MWf6H35Api/BcC3AMBy/0Ee92oRMACypBJpzocxwpuLpU6oVE90uYCMMEJQBNUIGYhE4ANtZRn/N0keZhBUTlLEoSGhvtXbCcpDVUdMu+mogk70KksQsUGqFAF10TaXxgTapCzKkHXYE6Qi7WJud1kxxvI/3wFPdEf4WHNZv8IhsUNFIxo3oHEV2MuiJ6gpdXeZtyWfG5Os8qbvpmi1ZAzCpP9VZYCJaGENLHzWSee2FgotCwSZIJPQdtmwHnbyZl7MgCCCCnYvcthfQWsWt7ebxIF0zN0S1JV8vy1m2uYzLHlsPCg54UlUQcJ8jUCyzj1BIdf6Jd7lIifpLi5sR9XJ02IhJd6F+EKKtggO1z59D2evA1JgfP2P/VHce98x/ovXvwv7fovLdA4PVi1DxtJvssfc1GVoq4XY1dggm2Hq2MidIGIwa+E622xLGzGcDxoBaaRbF1XcaYHwpY6XE8Z/IYCPMvM1+W76LgC/GcAhEQXd3R8E8PQn+iBRKfUI61oinHUHdyKTW6x2xlJpVNhh2lPoqEE1tdVgxJW8qgeP8VBcRMLpFtnne4CqmxI46Y48RFQnK8m5VY0EqhIqIWHMzCSuxPVlWmk29Zx8c3USUT+K9pz3EJF6lMmtuaXlabTpgM1W6KWLGcKW8cTqEt5f349GAR9LJwNnzr3QPEPKfHPaKoR03hRVGyWpQHdNbiTnjXMhqGTa5LRyz6ICO+7VYjC47pHagHGvgjmTAAAh5HDemwbAGMVxZl9BL91QAB9TZJsVUvX7po62eXH3JKo5FnY7ba0FkZiUjoYCcBYNMKZcPXe9RhgSAJScXRdyScYTwAnuLOZUxdqapvw7Fc6QcSaL8c3PGPF//q0/iL/yrt+Fx//WgGc+9x4Mrws48ue47DZwYJykBj08LpPInLUUUSHhZmpxPMwR4UT/YGyyhmGeF4CSWSZ1EYvCFATmTtZyz83RZtIBMm+CT3S8nMn+BIDPJqI5JIz/7QB+FsC/BPCVkIr81wD4nk/0QSLGp9JFlp/U1a5kkk1mrarTyPKwGOVhWIuMh1LlrIwJhKxsk905fZJ+rub+BBTEmgD1YK6omXAAZPuefP7TQlQq5wrTC7OilCs/mzrobaZ7bZ13TGsvJhaDijl6eCQkiESyR8LcdaAgpgwUHEh95SU3jhlbnQ0Eo7UQhUst90/O2xkSTXdTYPK7ygMJqG91eTfM17rzMGkH9Zh/5yY795iwU/WziM1xabHme0L57wSpd/gpdzwr0qJEMjEJ6GgautqCbdczKapNn0GWlvKUFWgKUAbl3yi599JtsHzgDM99ziX0h4z/5QOfj4cOj/H1D/w47vFnWHEt0Rg58YoHwxPLJNeJPnDAmBxcLyE3T3EDWa8OZRyy3CsmEn/2yWaRrxUa/ht0/CWq8S8nZ383Ef0zAD8HIYf+PCQs/34A305Ef1F/97c/0WfRmFDf2MoEC04cT5uAHT0z41yraYHr1C/chBe0nUNdL8SHKiAtZ5kaab1I2nRZNcUyY9a8klyE70P+HXuX2yM7lr6NUl4dwcQBcmjuoDhmyqCUDEk11J3216fQzmzw1wTQoikFJAf0SaSRncpXm5jC0m9w6NdwdSx2RaZuoy4gPKuz4APDCxxXd3+38WUxclxSgMojNRJWunWfFV39eQf66HNyvkeHZTK4wqraYblNduPphMrtvSpMqu8q5GAmFAl5kJoqDdcQyPNpL8+hDaBRi25A7qaIalEqAJckk1+6OCrwMJuVKj1QxDy0JpBNLkzQhLFLz2UGHONyOMeffuO/xLOvP8Q//NXfgOW37ePJB47wo193HZ+99+HsFpudfz1Q0RYDe2xThahOQ9tYIWxEs5/bqtBVCdqtMeLLABPJROUx7rdI3sFvxhJtZRl2QYXCh3+/yS7Pkr8ZwDdf+PVHAHzWy3n/xWOHXqpVUPYEQlnJaPJg7Ybnw/J2e7+uwM5ydZXymRoDEk9CJyu0ERXgzE74RqUpybwTcuUjXfj//vaXIMl3kpuu3NoRICiGW1+TgKQFJSPQDOwxwMMhoXV9rmwbm40AmYjsyoJppx101za9/VR23YwdSASQRha+OICyc3CK0TYgSyafRBRy0AV0X369pzyJKejv7PtMJTIU2i2ihqvaqgOQ5ainR96tLaWaAlzu9Az0b7lQN20LWvqXWY8yqTixaCKO03qM1FCWfgNPCVf2Vzh7YIlhCfzks6/HE/uX8FuOPowHqlvY6vXVFLP9VEUjwCErGcn9drmmBGC3LkVUzDIn4zur82QxUuTXv5zj7rPeGg93qnI/szrvEAJ/ZJC2jdypQmANgNClbIUrflgA3Ex2yq4HDU5bbFQ80vpB0Vgq5KDQWgHgNLqzmZCAuL3aeQLQ3rj0c0UgsM4Y8B00E2qVmeKdwU8xZoikkWmML5+UikqjoO58twQzwYGx9Fss3QZbliJZ6wYcujWIOBc107wGhwKqkYIm1H+MgcoBe022SSZgUtBRAEtiEEbES3MMe5UotPSaCz94NRfkoO9lY7ZZ26z22sffVVg18QkkbT9uBsFKJIgBpRPZJ9dHuFvnwDjCXdpHQgVUOhZMMNi45GPKRBk0lWwIvXYRrF0IX+oFvtRnBNM8KfBqAYyUh5+cpJKxNa6FFvtGRe0lwlkSxlxLA/7Qa9+Nj37DVfzYs4+B//FVPMNH+JGvq/D77v9ZHMc5ulThht9mOu3lcI5tqnEj7qF2I07nDryYCcbBwGVVib4kJ5/nlAQAwrkaebZhV102px+6GL/EvL/7cNkpdtcKjlE01C9WtwEUoobtpMQT/TaAqPTI7c9MJH3kqJBa/bwseWw3yBYHQqkIAzuFtQwYId0lMM0zcedcdpJXmYMIWyU8QSbadGHQglnlY5a5Mj94+3ngIJXafJ3a4jMsuwIqCHq+WdLpJQo3dm8y4KQMdLEOVlQcc8GdR4lCcthtQB/Lv6kMOjKF4GmeaY/XUrLJ8ybb/ZXMkyd6Pt+So04jL71hYhR54RItirICoekWAMjUYHm+KGQeR1kP3u7LwBJhgRyOwjnuq07w8YMjfIyvwHeMp04O8LN7r8Nhtcbc9RjY52dXISLSmD8uqbJudpe5eNj4tDE4qVPI9U/uGaBR2+0fc/G4u0SYmODPO2kbzKoMP0RMsqtWQeCrAHjR5hB6amSYnEJjPQAVaqShSCeBCH47gscENJUok04q6FxXQF1h3G/zYHNRqbCNDSST6tUnbiF4hu6OO7u1nLBWfutKSDSzKk9og2XCkwgSak7mNc+Nh3NsDx0+e/85vGX2NJ7sL+MZPsQD1TGuulOcpRl+qXsNYu+RGoaDVmBJNNHYkeARiODXvVTUVSTR9OMA3f0Tw1tngCUK8OddqVmMk2uehPBpFsRxl6E21R7j3MP3BGL1ietHAEk4+K5YSokNc4HkZglpALycS/cgJkVL6r2steVpRSeHiR69It5y3q9pCU/w5QBMAprs+ZDUBFLtS+3FxkYQ7MHUQisfibBKDQb2SOzQuAGHfo3POPg4nvvD+3jueInmxy7h3SfvQPzym/jGx/4V5q7DwvVoXY/WDRiSR5cqEbRsxc/PNZWMSfVld9bOnKYeTorOPEkbjXth84KAXMt6qeNlrAf/AQ/WKqTCQgHk3i71g8oM6+ptbKw75SPWN7fXOC1k+N0Vjv0EuGK7mGLrOVzYWVAmuhktANjdpRVyazxj9hKy5nw2V1ZdOUeD8F6804bTtkJZBVwKayzdBgN7rKMIDrY0ZGVajhNIaOQdKK+hyDIUdgpesl3eruviPR1U7aQfJPVRVB0mwpHT9+eIgsrnZtEKm3w6mXK71Aqd0++3Qm0oC2ZWyTUVHNvVLJqwthmh1A2m4+viMY2g7O9uUgGnwo7cEYXc+QxkX7ltqtRMknA1nOH3PPBefOaDT6K5xTj84BYnp3OcxDkSBCNRTUIE07jLBpaWvvqSgubxlivtuF0cQyv20+sqvgG3n74ddz1nF+CE4t4HtTlW7HdScQAAxfivJexwo03AYroKKk01DEWyqVTwnSKhpAhkQgLhuAM8YVxqH38rRgPmIgMg50IZamuKtHY5XZQ5bDtg5ZHaSncvkocyFwSf66V2kNogQg6GeR4T3HaA72bZpFA85BNujnvYJrkfV8IZ4MT8gMak1wHRF2eGmzfFOGIuC4VfaY5rkfZUz87VUpW27sVo6qUVpnBZA6iE0w7Beuas5zExL7D3ZKolkIurwm2I4HmDuNcIzPeWOKCQdltyxV8NEmkwzIJTqKsSlEgps04Xcx9A0WfRzoxuxKRYCBRBzU0P349lg6DSTTF+AHUiWMFB1VwdFOAUUXlBwsltTTgK53j7/pN4/1feg48cLxA+1uIf/dzvQPotJ/gLb/1BbKlCzRGRHY78OfYqdRw2RWFvvX4GVw79PMB3Cf68B6VYopRpSjMppAIlpfsPAar5D3fohDAIZiapBK+Fh5CBE8SQ/3EvcgGpTHYLR9Glnbwxu2YCOuEl1Hd9FJ62d8CyRhbaV9lqcMiDAAAQdMGxsNEux0A73strvCvwTztNktDQDQnECakKSJWHB6S1kxLQAW7kbD/swXBgrFONLQcc+A0O/UouSxlbPFPbpq7XfroDks8QT0HTjUX1B5NcbxIaymDSQqM5xVrklQCkqBNWATk6SWgQ4UXjN5iEFkdkaeR8n7pemGzeA8tWWm/rDtPdNk++SCJese3Aq7V0E6pKILyzOpOkEJFNEkAWPegY84Bylgvc1eSahxHodXGpdGGv1ELLohEFZKWm0mIjI0qvCC0NwlAE4InRUoeH6w5/5vF34vnhAH/vPV+M1/zwDbz/oUtYvbmBR4VWpcv2/RYzP+TO0EVh0dR4xJmkGMHGtdG32RdauN1YLQpzmgy4lzjuviyVYaOZgVAj2Y6okFS/1rzYqIqTCjnrjSn98JLLwwHZ89sSnCpINDkFxowCMDEjCb8a4FUEgif94HxE3WUMMTbdhaYra0riihJTQahZuMucJX9NPhhJBut0wHcpYIDH1XCKpd/gOM4lnPeAB4O8IugQc+g+xZJz5SXaUF19o4ROmXBTgwm31cXRtOgNC64hJTmZMwzsijX0MaMO5fOlwBXbUELhRNmfj5taahkqHAJAdmnoJLdWKiAa/f0g77nvinRBbHceU1HiAcBVAsEV/wHbiW3M6AINQGpBTSWY8k5cdYzkQv1YIKvM8v9Zx5RtrOAsZ2XHwB5nUQgwW66wTRU2v/EcH3jgCK4H/sp3fxnC42f4r972w/CUsEoNNrHKm5mh/mxDcl1EIMoy1cIlmEh/Jc4SWWVAF0LYjvHkHY67b9lcOfiegKS2t1qssYKLX0uLoVBfS+hJoBL+MmcnF678DhwzT0rmstprvmj+bvYer9bBcjd8ybFNjDGpNvukcs5ahMsHs0gDj0pI0MErKjHqrKkSUyaawHUoZIde7KS7FDCwwDABTIpCBE8J5CDkEG3JkApacP7PwaVBACV+jtRWMAvpfDh5BgJBHnUyFmDTVM+d7Q3QtMpSmcw4s2eUCpwVOimHiYqOfb6bPE818Ey1z315Sgx3zqBtj3S4xHhppghHafmFW+vSaiMqXRxVGAZpazTntmVymGKv0JZjWdg0AkJkOPUMyK0sIEdyBnRqaciIuMgOJ3G+4xP/dW/9abi3JXzrd/9OPPoPruHjX3EP4ltlB9+mCn3y0s1gLumC3nsrkk6toVlh3LQZi2sOF8lveJeRoq+uMF7DFwA5D+aU4NdFfeM2nbTpKj15iAAKzc/+pvLT1i7CGOE2uqqrqq3ZDWWwjvHqlVRBKYHWE6ksImFXTUNOLQruKqnHOQAAKptJREFUmPjl4g9yKJ1huFNwSC5gcRFTGBPcCBwPM7ww7qPWNo2H6NObRTEzMmKMgxO0mH2mQ2kfVmHCced8j2ShhAJQ9LWzuhRBU1Ibo8k91r9liejgQEY/HmIGiGT/PL5QG/BGZFFDDK2Wk+XNjnY8yszxBA5CPdXqfS70WfRlYT9QdAMcskusHYYTcLUIjUDvz7QCjmFU66vJkVC0DuqEq0FsvE/TLIOePCXMXY8IQpcqRK3UVxTBj63wxJffg/6A8f/8N1+CK5fP8LWv+ym0fshpXo4iXfk5BSdOPgZYAlR30e5PVboSF+C9nyiYv+sadK6PuX0iIhYJ7nwLPluBlguM9+zLa6fy0hbq0KTaO8XT62Q3NVXXOWnlmI6Zc0gzcc+k1Xb3nJQ0YnTYcLwBna+RDvcQDwK4SsiyyzYabNJrVZQmvwNQlG+BsntOpYCtHWcV9W2P0CVc3+7h6f4ShuThiPHa5gYeCLcQQRjYgyNl7j2HIIgqDfGAkiYRV6WoaKeVktyLxHDKEoyHc8QmZA8z4RSM5Z4DpYhV++KaA9mhaSMUWsykuBW2EyYhCZtv6ifvxgQ3CGGGjs9AIQB+uZM2xXkN7DXwq17IH9qOJeY8wa1tKuacCdyG0nY82yhMtpZno7Rnqjxc0nqEmUZa9NgPUpNZNHqvZHGMldRgqnbEI9U1PD1ewrV+iZZGHHihsB74FRIcVtTktlxNI/7LT3sn1m9r8D//m9+Gx74l4dqnX8X2myocVptcOzFdANIoMk2io3EupQi/GdW4Qu5hmjclPYPURyzSzaYWL3LcfVBNrpKTwidZ5KVjK/mnreAX8hB2XvNIt8t6M4osJlVJa6E1FaCEEbfZlb3aKQwBMAnnrBtmkzf/fnINNgEcCV10MAEMZCKN6/VzNYJgj6KCo4xTwzhzWyPWDrWLaGiEcwyvWOtphR6a9xvklAky2ZgxFWCUN0ill0ngn0h2zihh8JDgzIOucrkdKC2cyUJLoktXHHugwCWd+HYdkxqGLULEVNRb9D8yAo7tXpb6AIXcAuS6CFdO5cAV+54YRmsVCrPPLb2d9pX16O06ps/QpJ2DoNnYGHCpMP3c4MGViIKalVfmqGvuHg3qlz+WECFOvq0bcOXqGa59+hV0l4H/78d+A45P57i347LQWBSkBUK/jbm+g8hFrk2dduGLcq4V+rJk2yeoyL8igpOpmZBWkvxMBzMJZzei+53aStBqBkldNEUrjKh4vW0jwnYAwLvoOPJIcyEahJMN/PUT8N4Mw+VFJjsQI1vmuPMebrXNgJlMTR0T3LmQTWwQpXkDBEJciCZ5ddqLZ1cvbjLkHbhXjTVj8CkvX1qL6sl2vALPWwyXF+j2CVfbc1ypznbu1WmaoaUeLSU4z4izKuvm2y5nCi0gAFvKk3+cebhoOWeUyZmkwMhEoviySoiHc4zLWnTXN4MAOjjtiFa4XkkWuUXmkIKXwXjjDKgrxMtLSV066/trK9SRWBcTpC7gAijslfucYg5nzdMMzFIbaQPivBLbpZO1lD/agJQKZDR6B2403LfNQLkWmeSiCkR55xtkoqUmoD9Ywg9JFIyHCDpfK9BrASYgdjWO0xxJ22etG7DvtiJegSprD9jCHOGwIHGf+ZOP/Si2j9b4to99Dvy3XsFDt0ZQGsSRWKOpVHuk2iGcDwITVwNHGiLodAU4wnjvocwTzent2s3TXchjuwvPxeOuT/ad1V8LFRncYNXEaSvBGaoAZbdnUbHJlV8lEeSiRnC5FZbfdycwiZ3TTttGKJY28JxV/gGYv5jRYqfqrjaxbTKUD1ehCgZ4+trpfwB8D/zcC6/BrX6WNc0TExKT7Ph+ROwdTh+p4cYLqzcBKciuXa1r+C5hnDkMMwIlaeu5EajWc+lEeHmP6xmUgO7Ao98j+B4I2ya/x28TZk+eqjGF7ZyuSHBZD9gsnbwBblS/3vrsiVUME2WXtZrJ5D7xhaJYZupdPKzbcaffh6KXZ1EEWy6TIGSZ6Wcmhh8uEF+mnwfA3arwPTc+HZFJ+u0uYuYH4acPLUZ22MYKiUmeHRi1H1Hr6/bDBjdPF3jo5oBw3CEuxNRiff8MsRYZ8hQIYVujWs00+gJoBMJ6D+yA7eUqy5W7KAVhN0qk5UaZQ7EhxGfuxMiS46633tJM+tzoys01Ly07bIAAkKKZ0yqxQzEuUDCK7LRiVexunMrn3XdJ5KgSyy5YeaRLS8nrTFNNC4Vezfi4VnN7rZy77Yjq2nkJi6qA4WiukFddXTvT/5Jck2YVaK/NGACKnPNkqoOMUUOgBYe0Pwd72aEOPrzB8L8e4Lo/wDB3t6H7wED1dsLrvun9qN2IMXkkEM4HyTP3qg5BQ39HCeuxxjZWaP2Ag2qLBMKtbp6ZV4kJXQwYosd97QqX6g0SKA/okR3e9/z9uPx3DjF/8iynXklz93DSwZ+skPZa9K89Qu4XA4hevOT8qgf6EbRVwQtA7v12AE7OZCIeLiW10Y6Ghfq5+EaCUXBjyvpscR6QtHtj5CUaJefFhDYMB6RFi+wZp9ZZU0BNONmAbp0KPPdwTzYK1clLrfThH3pnxPt/5q23PQ8Zq/KvLcBshXxtr7ETLPy92wS37cS5ZkwY5gHP/J96fMHjH8jPrKKE4CLOhhbPbvbz4pGYUDEhgUSYlAmNH1F5MbsIpP+6hF/+1Q4vdtz11pv1nadG9OalNW1vTVlKuRaZoZNK0Ei4YLtT+u4cBIduVsdc+d0qPJC/jwCwLztTxsIPYxbWYMVOsyN4RT/lnrHZ57LuJlF2PU4JbqL7Tsma1mUhswXMrXqE50/kMpdz7fvq5ehn3HrTAb7k8nuxcD22XGmfd4YIwtJt1VdO8Ng3xj1cH/ex57e4LxwjweE4zhEn4eZaW3uXwgqHXoQrPQRAktjBgfHx2RtKjcVRpiMLWUiuP6r2ne8Fw0CEnS6KqMZMd9MEjKPk2hZV2ViwWopGd0QSxckXuFJjyW/Y7dBkAonJbweSeak88emubhBf7vtd/PzEKx5EaK5t0T43TfhLVJN786bsa9GItUYt0jQ8iUp69/seR4en+LS9p3AUzrF0G+y7LZZui2txiV/t7gcAzJ0UPW+Ni4ymTCDs+a0+86idAYZHws+GNV7suPtwWa8OJalokMPU5m2AjDFXjC10dv0Ijk56xuYBZiKPGr6nq4fybxM0hFMSh05U10XZbfQ1ItWkMtUJQuDIeaTCeBXdZxbRALLJwk6FXQs7zmSWDJxibTsgg4HIWl/aDsSoEkSLFqydgyx4YUVHAKliacOB8PxwgAjCgd/AI+EkzrFNFR6sb2DhOtwTznA5nGPgkOmZDimLLEQIe8shYZ0aPDNcAoCspzZ3nX6neM55831ftoASjnjeAs6hOh8zi43GhOrWRvreGqFxkB3ZYLlgBvYW4Cog7gnMN/eYVfDCqX48783BlyR3Trprh5NO07+i8iumkpOFw6rX6nnvrKOircuk7dHxcA63aFQ/UDEejTxvwyOI9DNl1iRQJrnVJTJDLULqHZbOpCSRjGorDJeX+NhXMuaXzjH84mX8zZ/83Vj+1hfwTa//cRzHOWoVLRnYo6UxL8ID+9zWEyNRUcDZKrkGkOhg5FdJGA9gZ+cEUKrfkwLYFCbIdVXyeRTtd57kZnkFVfgkB8npivWuEFayiB9sN57uurr7KNc7F9eC9cxJpavKKk4O2YEEgAoZqsJIVQpZ8oX6PYYqQ5C7z0VhhdsJt1+rsRIJyCBmV3bedZKSfh3O4JCwTRXWqUaCyCLVuuKfpRmOeQ4AE/qs7MAiihixTg3OYwsH6QI0jlCxVum1f09RC5BDJSo5QLkvQ8yLMjGk3dX16l6jEZtFOArt5Soos01BNb1FfEkWhK4Hr9aguthLJ21TubVChGe14vGT7NxeHnqmxjrbVYEEn1tchrA0U4yxlWJZMAiv4T1s8UhK9CG+vVRgkzwPrEl06qBdABlbYtZJ+HWPP4k37z+HH/jXvwmXf2nAE2/ax7XXLnWXjkha8AMh4/Dt2S1cJy7BqcKWZaLbWJD33rkuBdztPvuYUB1vEWdVXukMjcVNLavkoEihreYe2iozf6/cXlAJJsmLdbcYVT64KuExxQQMWpfJphJKfgAkxzYUldINeV7n3R2ADC4g48WdusyITrqu/p6QOICGJkNS7Zqn7ZDUVJr3j1J5DX6C8abJtRaGm+8i3DbCd4TjOEfrBtxfHQMog+De6iRzrqcyxwMLtdJ6wp447/AC/xQKZuMGtLqje0rC3QYEGZgY4+EcwDxLSolISBk+ArIRSCdP1V+DykR1o0zutikDImgbjVHStuAlEghe1H1nTb4XpglPswo0+twuEwlm2iW3aErmbIG3QmE/grqxwDZIFn6KIu1lzznzJYZJmkYuvzYz5XScGt05i3wMsgCZPx5FFlZhFDPJB+tbaD/vOp542x7c9Rp/5zu+CO7TTvBfvuWd8C7hQHf0dWrQs8f1YYmBPV4zv4X7/AlupAWO4wJbqnK05sEZt3+n4+7u7DGBzjeg2iN5fXBjzJh0aXUpnLHrtRJvq2ShvBIkQkhBdrHsyErao2V7isi6XgCyqGJGHxFEnrjSARkTeF5nmCkGqJLrsBt1bGVnoXmTd2/biUlZUga5heV0gKzyjQA1Qj8KrHXWgPfanZT2NmGHrarsDMBZatG6AVeDFCPXSSbP0m/gwVilGqvU4CTOcRItfJfw3waQ1wFhFEzbUeauw9KLQpD1lUl3rnEhpJBwPkiR0ztFexlXwbojEIhwHaT1WTlpMyp2PbVVRtJBe/eACVegoBMrD+Y6P3O7J+wIVAcx0pgU4hhu0lEpC2XW/DMkoWnWW12GCOw1Mqwnqj9QwEpkpBoZ5wG9oxlXYTbTezNw5cUhJhD8NopegTQLgSHCreXzHDGuhlN806M/jpNH5vhb3/HFePgHzvDhxT78W5Ny4TsMHHCs6dl5lNB+Th0eCBtglGdkIb0ddJt8Rznu7mR3JJVOzUdTHeBYXURMnBCQVf1gCQNiCOddL8khq3IaW8i8wI1U4bfGFNL8myjPf3NmES65VoxT0vy6zueSBzFQzCgsMrA8fBQxDmdilxPt8VxHmEuF328Ff21kHoN+wjnZIaxdlERLj5NKJOt5WqRwa1ygpQGHfiUKpn6DyA5naYY1e/QccgFu7vq8g3uwGBqwQD1riqpnXqGlAY/U1yUaSBVqili4DjMvA5kiI6wG3SmVdVeLcYHr1UsOyCysogpDSIH0GvVZTFIpSlEouoAw2loP2o5w2660SnO7VdOkyIIF0MVjOna4rZBmIpXlzzsgeIwHUgdx41hasypblj97sgnA0jVAUIUpCSipj1k/AfacedLb5gn0mXQnn7qzaG3GjYzTvsVxnOPQr7H0G8w+4wY+tLwE9oz/7oe+AovXnuLPvflH0NKAngMiHO6pT+HBOEsz/GoPnKUZzlIr+oTUY9DnfodEIx+vQOutygUnbhQL3A2ZbwxA8vE92ZVo3QkVdtSmEVEJD20ieJIE2vqiq66omnrpP1OECl7IuTh7MKdrIEakS0sBrIwpK5AaTz6H5IqsSjNBf7nzLWjVg9saZPUCxYBTP0oBaBEya8t3UaMVvQ71b7PKPTwp2UeuNZxsQZsOaTkT0wYAt4Y59vwWFWKmTg4ccDPu4TjOd4o1c83b565DgsOZ7vQHXq5DQsSA11Y3cJ8/xQtxDx+LV+Gpw9Jt8mRHSsKNn95TX2OceVSJxY4LKCyyLONMSOYHB2RKcNaB60fg5gnACfzQfQKAWnVidWzh/AQS7QYliaylWIi2lr936o7iCDwXcBCu3wTVNXA4E/LVKhU8vurZm8vPVFB0Z6r0g3yfjl2qQqkL2ZjQNp1NdjcmCTamWvmAEnBGuDHhrG9wfVzioVru+196y3fh+E1z/Pkf/mq86f9zC8984RVce3yJq+EMnVbgH6puonU9nhsO8eRwlD937nop4iV5ni++r9/tnF0ngbPQ3A4rYjgHnguu26SDTO8dmLQ5DF5ZSdGGXZEZkupvIYjIJJfX5hVbw0iKnCG1PA23tX2TMd52rrqTiFwSifa7ts8MDEQk77FFzQ1JgBDq1EJaqGHSwaMtQynehJ3iZZamRplA+2GLVgtvW66QNIRracCRP5cdXuJOgKRct2VZKJZ+k4t3jlIO4Xv2uJHmWHODmkYJDdlhYCcADoMwm8qPkyjG97IwZlLQZNIwCXY9QGsl1jbL3HoCvIebiw88DRFujcJYBGBa764fc3WdGDtkkNtIUTFJvWY+z7iJHc1+250B+UyD8xrib1Jw41ldJo/WcIwPkAFbF8f4qLJYVqsxIJL3oKZGCg5tGDF3PVapwTUssVXI7fyBczzz269gexn4lvf+Vhzur/FFD/4KrlRnWCWpv3hKWLottlyhU0+BlgbAAes0wr1qwvikq7Lpqiv10Uz9eBayq4thg2njS3jsAAxaqQ8OyUt7ZJyL4EXYRlFXbSrAFR8yCg5s1VhTtxmk55oWTR5EpIUnKGDDfN8MT86hUiivR/IEauQz/VY04XLeWQcMe5KbhrNeW0NaAPTGF3dIs6q0fIIHL1xpuQFqC6wDfiv2P/fXx1i4DjfiXi6+OUp4vHkOh26ND/b34Ty2kmyzw1p10/b8Fo9U1zKvOsGhpQGeEs7iDM+Nh9mfzFHCliv0KQhxRSm5rKwxkcBOCGdDFrDgUaG1gKYngD/voGxdrWtckLt2QHILmUjbDm6lBdsoTjNQy6mddiaRuAQRSTvQrL90UXS9+A6ky/ulom5rEJFCU8vmwN4h1QJ08ae91H0iAAfRam9KFT/c2oBuHMPNZ+D2wtSxlMCw7Ba9qssuw4NnDcaZx+V6gwO/xrVxH8/zodROKOLr3/iTWD/W4O/84m/CI3/L4fS1l/Ghb7yK5f4Wz/MBPBgPVLewDBs8NxxijRoVjTj0a5HL8uFVNNmBDFTYab85l3Wy3ZCkSGIgGIcCcrCH5ihPWCKAkraCiHa0w/PgdK5AO+1vvoTmWfzBNNasZ6wtMFvFpboP0GiGjcjfO1WmFVNB5AIhqV4dvFTzaUxA0HNQ9RTGJJe3opJdv/EcJpfglW43kJd2HLtcVHOUtDKr+z4V1Vo7IkufNkEm/zqJkIg4yMrndDFI8dPqF5GBIBGMtBc1RB9F6GIKpMFU8XQaxdnfDTYrCJySn2tPnhW/T4C0Qp0US/Oz9JANoAqlXQqU6MIBNJaIqHifyy5KUXr6gsmwqEAKaNYZMeJPgXFDmHrATui/E2Hc6XrtGlW+u08h78wRpM+J0dKANgw42F/h+PWXMewTfvG5+3Fts4d3HD2Je+rT/JFmC2b69PnW4sWPu1ygKzpiAMrqV3kgtFJYuXYiD1oBJmwiCSZD5QD2AYgMf7aFq8VAkYMY/zEIWAFgRlwoYEMpnAByeyZVXlbzZ26A+wF44ArSXpOZY4mLY0xShRUhxADB9LpVdANA9h1LtaDkXJ92inx2LuF0CzrbivItANoO2k+uQXuNgHM6LeYZMIekyAgGzmOLlgZcDkXgIrK05M7STMwMXKHxVlpsqygiQfq3gr4LWTzxLLU4jy0aGjH4smCcDi2ycOTJOWgcRcIpeMTLS/R7opcWbDLYoDfzQa/RQF6kAUMxGrMsH3VVVIUmk4UjQI7kM42u7AB49UR3BGcuKWOE227Ke71DMEbk2VrERdoKVCtI6OQcdLjEsKxEGuxci4XLmYybzQiv/njGBOSF1pJWWxnPF9IsA/rkc9CfXZ9Aqw2q1Yjj7QwvDPt6Szh3Q9apwUmc4Utf+0uIf9LhXc89ju133IsT2sfPfTXwxff9EnqVLls6kSozQcsElyO2F51+L/qXX6tDd9rcrjL4pQ0UQ1nFSVXXVn2HAniwM4+sxn4GeOECprlwmHuqDEzsCupP8rod48P85skgTAXcUyCz2u7hO3ymfl8+5ynIhKi4nyTd3aORZzgPsttuI0ovHJA2zCo1O20YRwKSMQHLT3RMXyPADr0Plh9fuK4CGcWdVYABYLoBRo3GDHV24Z6bHPKOtvv0yPcf5T2KcJP30u2vnebrzpV7rJBdSsqxNw13W7TucL0AshIuWbrhUIRAbIza+zOwxiIDTfP0Yy3kFsOulHf4K+Ecn7P3Qbz+4LrIISbg2eN9vOfkYVwf93ME5/X91lXpUvXq2dnZic55UgUTe2h+O+bedT6sYqugiTSrtJpO4nnVRbittGDc8QrOORDPcyieag+/7ku+WQegG0Qoowr5YcR7LuXiUjjeYLw0x7gQso4779QB1uWiG1QZ1OivNCbEvQZxHuA3UaCcwWHck4q9abG7phK0neaJmX89q5Hml0shSndGw+zThUG/5wUDf6xyxYaNN03zqNX41g2Yuw49AmJ0WLgOh2ENl3P2hKvhFDVF3Ih7uEl7madtIf489DhplWikGufZaKOL2bdvR0RksjCZsWNOSfohe8anxUy6DxlMc4H8M6QCSFJabtLW6HT3zzRlX4v+nlbZTVMun4sq38KLOi0SS5TSD6ivrwqHwnzcKw9uZTNyndJJHasj7QA+OwfVde6vmwtOtsw2TIAKtlBkoG0QZx4HzRb3VKc5/G4NBqvFN6ujvGP/Caz/UI2P3LqM5ocv4+M39/Dh//QK/szj78RZavOzBqQSf33cexXCZW0XtDFCeOmcB4DJMyfvRARxQlmlYSzCF1YAsl56p1zf2j5IV1jN+8QIEfBnXa4E5x3fBjcDAE907JJioDkvWMkTPADXj0jT25pX9ASJP7Gzc5hOnbNztdzTJv2030zQQcE7ZoERhEFFOoS55lBB24RizYIIl5FWdtSqqdaSIOi8RguS8zs4UicYdccFOxnIo7Y4+1G159ydu7u6YJVIIIG7XhYw2wExjaYu5L4XxkSWn7rwHfZ+Cg6cdqv+9hqGz68tXRfFRph5qKkf6b2WzgOBPOf2KOWIMoJTyhGJ3SM21SmrS2UDC6vME4JLuTgKIEdo1aS20rPHkT/H773n5/HT7WP42eNLWH50gw8fL/DMcLjzWknNws7kv9Nx12Wp/KoDj9VtFM40r0G9ttlMDJAos9RcNwI9wesEc90AWm3AVchU0agVUkNsgUUxFsMIdyLecv2DR6CYJBcbispHmlXAXPzH2heEOZT2FYFmlfsL+nhTjflqPWbHWdcNqJ/rYfrncvEacbSCLTdkHnlXlEZsoKmePnqZ/OlwibjfILasFfMRkQgeDgd+nXeEikY8Nx7i1rjQqnqZLAN7XBslTzyO4hdeUUR0hFWqcz/XUaWgnTVqF1Gtk8hu66KTFg3SolYoacqEHrkJoSxQQHF6tZqZCUtUQe5DYrgz8cJzaBWOLKGugKdCuXe4UBSDrj8Z1irCjfk9+SFdSM+s+DZ4oJcqflKd/amNtOuVvgwgmfssyWu4bUD33yOfEyNok7JDTz42g4BxLDJRKLgbEroxYJ0aLP0GFUWcxRZbrjIJyQAyFUUchXM8Nn8eP/X7buFDxwv4pxr83V/+ItS/8Sb+xBveBQACr0XCw/V1zFyPFzvucuuNBSOtYZYd0v4Q1VRSzjJU6dPCvCyXpGExdT34fAXaWyA1e8JQUvseUl03Y62hE/lgntUY9qWd5Fd9kaTWED1VXhaKdQeeiX2SqYJk/PW0eBQmkNGec/4uDitKqpgAQzKCLzh4hW1ycqAoYb2huvJu2A9gZcQJDFN2AfP+9oiqY55wXzhGS6OQWqjN7CgAqobqsFKijBEotq6C55QHl6OEqIOsdT0qp63MrteWmwP7FrH1wnZNRXjESCekuAHrL7N3eTdk9iDURWhxiAqYigKQSYVZxs7v9MNzu1QXAhlPokaTFYeJEEOAOeXC7uPksEiFvOAdhJugoW90O52C3Hd3En1RnCxiM5EBl1ZbLBGZYhGy7bLBcmPKkeI4oRkDUm9ZxwaVG3Ok1qUKjRuy88wff/zH8OxwiH/8K1+A+97d4SMPLxHf4HK7dOE6HPnzLFZ6p+Ou89kzk8wLvpii9kVVLNH0xCUE1NwLyDmRP9vC2UQ+OpTwvR/hRpdJD0JkaHNPGHUAlhKyh1UUJJYuGpltp7pmXHlhU6lcFZkHWfAYW5GFzpZLtenHQ5F8qotHlB8+t2Js4NY93KoToIdq5yGl4lxCrkgzcSWtSKv0RkZ9c4OwkWprVJEJAGid5HrPjYfyezhcCaeZ35xD/UlrbukM/+5xY5Rc/d7qJDOpAOAszrCJldhkzZqCD/BuV79fW1Q5IjN2CVAmpXLJzf/dOg40JqHJJs6YAiAC5CfhtLZBIwNporVGVDYEIPMQhGbLt+ni2WGMwtQWDTy3lsXM/PkMJgtt5dKQ4GNfnntFiDo+0AbwZCGifhBZLpOJsmtgBqqAce4x9yMaN8j9hkxqoxTbc7HW6cABCQmtG3BPdYr2N13HR153ANo6/L//xZehffwEf+ZNPwpApar5mRedfq+MLJWu+K4TPrvx0tnfLvJveVNsA1JFcFsN9ZoGyXjI/QjiMUMguQ3gEAosV7Xp3SDhOw1lootgYdmtU+XgUCaZua5wCgC1GVcvvnS1DmilH7ADa88fioZLiwZMQLh2Cl5vBPM/b+T7s32SUUZ1h4/ay27l8926hzvewHeHWe/MqKythm0vjEc4jy3urU5wOZzn/G3gIAsDIYsfHPp1DvnXqcbVcIar/hRnNMO1cYnEYmTYR49UUS5wmrednCwKhFkhsAIhnRTdLPyOwnpLbYV+v0LYRml9MYsisCuvZXgBtkwmurQ3U7bKTk4WRVMVymPF6kGR8mSHja3c7tXxoAAbvx1FxbaugEUNBsHxuFOV3+kgGBfDERJRRng60hrRahQ3m715TinygtNUGGcOrTdqsaDi7g0n2PdbLYxSfk5Ro7AKQlK6L2zwX7/xh7B9vMJ/9y++Cq//Z+f4+O8+xPaNFWJyOI9tXtDvdNxl3XjJYbkNBfY6CtLNWRU9KIXQCBOGZR8SXIQi1HRVnvZ3qSiC2E5tMrvcqh8YoDs2NFWgDOYxmSlr3U2N7g2e6TQFKY6sI0I/ioBmI4ITqQkydldbZC09J7kh1XXuy3Nb7bh9yKCaFOeAUp0n2V1jhaxauo3SK39uOAQAnMQZulRhlZrsC97SgBXXt1VuLVQ0S+iF67DvttKrdRrqqyhC8jaJkZljMPBRrj10QlM2Dr9FqJEFYedcpo9W50pIcSiac5EFCac007zgK7wY0Ggq6xaoDr163dtz2vnO0cQuC1MSDnCdfVYJ13nRTgxAVSI7JaGtKvSaZb0Bqde7Ww/Z+ioXFrnQe9OyRZzXcEPMFGlL50yc0ngMW67hk9h/9RxQKyoOkKKdLQBryLNt3YDZYyd44osPMe4l/NX3fCEOD1f40tf+0qun9YbEMjDmDRCgJIQIbAexAW4D0l4NjGK0CMhKD0CiAEWWWahvOZUplBhFEZDJ6lZb0HoLnrcgHUTjwswBpXDEjS+rdxfzQJIvVzTVrJYHfC5srLTXIoUK4foZ6GwFunwok71yiJ4QAHgdbEyaJ2Zevs/RR2o8qE95l8uEEhPl2HTierucI+21iC1j6TaotQq75QrXhyW6JMyoxCJX1FKNpdvgql8BEXiaw46owZYrOJbe+4I6HLo1jvwWjhJ69linBmc8Q4Kw1lLtM+mouOzKpKMhAmcrIZ0YKAkKP+7EETYtWyEZdSPCrU3BS0x64XS6Ag8D0F5GnAcBymxHmNy4sMiSAHpmwjKsTpPYaidIZV1fR6r0K+MHxTEFkJqRgnSQEnjRYrg001aqLBS02ohs1rxBqjwoKwolVaVNoHNpIcZmjgzJjSwFzEpar8PCoz4Z0ZwqWKeS+2I5u8l/2Q7fqQDJlXCGh5ob2YFmYI9f3D6Es9TigeoYS7fBn3zTu/DCo/v42+/5zXj42wNuvPkKrv3+JfjVIl4hWu51dtrIdr2hCE6KjDCyUIRAYkv7Ka/SCYVVRLRD7SOVmYJ3Egqb4mvSMJ5Rdo8EUTqx1CFhB3Jbzl3/NdCOIzUH1IVnTAKl1R3Hevnm4yC1h0py8pTAuQ0HDT1RrsDWmirormJ5MmXyixhAJhyE9c6AkV29h6eErW6xLfUYYEW4svY7JGnjcYXjVGcU3lZhnIlFndZEQGQHdvBpUrcAQLOJ5v+0gOYg9yhqlKWw1x0lGFPpmTXZlYV6k0oeAS4iFUUbMInfZ5oIV8Agr9oOM5EMs4O2tqo6/7huAG0jeAqHtTFQFWNP07Rjotx9RJRUFF6ML/Ki5U3RRiPLsQinljFSgDTrFLLcVEsDBvJw4By+R3bwTvL2uevgiEXRVtmLc9fj8GiFG285Qr/P+JEPvRE3unfeYfDqrXjRv/waHOw94uFcdsFAoHldQBAaJvn1AA5WLAHCzRUwjEjLOVKr/WjTbTMBQedAUE8siDIsxog0b8DLNrPc3HYEna/BbYP+fmlDVbc2kt/lXUYq+rf1/afoKsXPp7my3gAEXb2lX+uQ9mYZHurGlF083Fa83ihYGoKCCNQWnAlRiuRSnbH2FIFr474KG0jV/JH6Oioa8fRwCevU4L7qBEf+HIkdjtMMAwfse9E4FwBO2eVq7dWeJuFXH8c5ro9LmDzVmBz8oFqBnVBcg9JEDYnI3iNePZD7ey4RCozNFxxSJSAWt1aAklJErY3pRpkY45UlQKIvEI7X8n3DKAYiGTvhyr22dCqI2iqCdm0GwVqMV/bkZ12k3PkWUADUuFehvknwmw4UI/x2LNgKZikaAoizSjoPUXb9eKH1SmOJylIdss0VE0SeOkFSQyA7FPlOxCsqGnEeG5zHBkdhJfDnsfjAPz0coaUeh9pafU11CwDw4f5ePDssMv/hq17381g/XOO7PvR2XP17c7zw/KtlZ7cd0SFLBt8umVwmFUN6lNPVcefjEuOOOIJpb9U7udH2e4NFkob/d4Ci3vF3dzwByuy86XeKVREmCwgDmKinTMA4+XPAt4OXLa+dtPumKDlPKTOmaorYquSUR8q7v3yMgGQuHgaySezQsy8tOJ3srGo/O/Dei/fSq4QTTxZEBdOkCXhoes1Mu9eUawD2K3tG6lx629NIgOkHTlmC06Mo1UwLMIABWy6Cc6YvyWPSILgTx5rsmKpjaIc+e/EzjdD0Mg6JslKGwCYmDAhIcLm2YkfkApA6CGvcSydoqhHV2Xgb4Wv3Gl/uwP4PcBDRNQhN5fpd+9J/v+MKPnnOFfjkOt9PpnMFPnnO92FmvnqnP9zVyQ4ARPSzzPyZd/VL/w8en0znCnxyne8n07kCn3zne6fjpcG0nzo+dXzq+P+b41OT/VPHp47/SI5XYrJ/yyvwnf9Hj0+mcwU+uc73k+lcgU++873tuOs5+6eOTx2fOl6Z41Nh/KeOTx3/kRyfmuyfOj51/Edy3LXJTkRfTETvJ6IPEdGfv1vf+3IPInqIiP4lEf0yEf0SEf1p/f0REf3vRPRB/ffSK32udhCRJ6KfJ6Lv059fR0Tv1nv8T4io/kSfcbcOIjokon9GRL9KRL9CRJ/zar23RPRndQy8j4j+MRG1r+Z7+3KPuzLZicgD+F8B/C4AbwHwB4joLXfju/8djhHAn2PmtwD4bAB/XM/xzwN4JzM/DuCd+vOr5fjTAH5l8vNfBvA/MvNjAG4B+LpX5KzufPx1AD/IzG8C8HbIeb/q7i0RvQbAnwLwmcz8NghT4qvx6r63L+9g5l/z/wB8DoAfmvz8FwD8hbvx3f8e5/w9AH4HgPcDuF9/dz+A97/S56bn8iBkgnwBgO+DgJGvAwh3uuev8LkeAPgotCA8+f2r7t4CeA2AJwEcQeDk3wfgi16t9/bf5b+7FcbbDbTjKf3dq/IgokcAfDqAdwO4l5mf1T89B+DeV+q8Lhx/DcB/hYKyvwzgmJlNl+jVdI9fB+AagG/TtONbiWiBV+G9ZeanAfwVAE8AeBbACYD34NV7b1/28akC3YWDiPYAfCeAP8PMp9O/sSzrr3ivkoi+FMALzPyeV/pcXuYRALwDwN9g5k+H8CN2QvZX0b29BODLIAvUAwAWAL74FT2p/0DH3ZrsTwN4aPLzg/q7V9VBRBVkov8jZv4u/fXzRHS//v1+AC+8Uuc3OX4zgN9DRB8D8O2QUP6vAzgkImMyvpru8VMAnmLmd+vP/wwy+V+N9/YLAXyUma8x8wDguyD3+9V6b1/2cbcm+78B8LhWNGtIweN779J3v6yDxI3hbwP4FWb+q5M/fS+Ar9H//zWQXP4VPZj5LzDzg8z8CORe/igz/0EA/xLAV+rLXhXnCgDM/ByAJ4nojfqr3w7gl/EqvLeQ8P2ziWiuY8LO9VV5b/+djrtY+PgSAB8A8GEA/80rXay4w/n9FkgY+V4Av6D/fQkkF34ngA8C+BEAR6/0uV44788H8H36/18P4GcAfAjAdwBoXunzm5znrwfws3p/vxvApVfrvQXw/2vXjk0ABGAoCr7OuZ3FlSwcxxUshX8HWSDwmpCzeqq7uqrjz7v9Ot5lYYQDHYwQO4wQO4wQO4wQO4wQO4wQO4x4AbNCUKEfyma/AAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ "
" ] @@ -158,13 +158,13 @@ { "cell_type": "code", "execution_count": 5, - "id": "21aaeb44", + "id": "308c9992", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:27:02.759897Z", - "iopub.status.busy": "2022-11-21T19:27:02.759770Z", - "iopub.status.idle": "2022-11-21T19:27:47.633139Z", - "shell.execute_reply": "2022-11-21T19:27:47.632680Z" + "iopub.execute_input": "2022-11-30T20:34:13.827922Z", + "iopub.status.busy": "2022-11-30T20:34:13.827791Z", + "iopub.status.idle": "2022-11-30T20:35:13.210171Z", + "shell.execute_reply": "2022-11-30T20:35:13.209771Z" } }, "outputs": [ @@ -172,10 +172,10 @@ "data": { "text/plain": [ "(
,\n", - " [,\n", - " ,\n", - " ,\n", - " ])" + " [,\n", + " ,\n", + " ,\n", + " ])" ] }, "execution_count": 5, @@ -184,7 +184,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] diff --git a/docs/gallery/template_styles.ipynb b/docs/gallery/template_styles.ipynb index 4d8f954..61d8036 100644 --- a/docs/gallery/template_styles.ipynb +++ b/docs/gallery/template_styles.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "90342635", + "id": "84d7320d", "metadata": {}, "source": [ " \n", @@ -17,20 +17,20 @@ { "cell_type": "code", "execution_count": 1, - "id": "04521015", + "id": "89cd6c66", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:27:53.686142Z", - "iopub.status.busy": "2022-11-21T19:27:53.685751Z", - "iopub.status.idle": "2022-11-21T19:27:56.475313Z", - "shell.execute_reply": "2022-11-21T19:27:56.474978Z" + "iopub.execute_input": "2022-11-30T20:35:18.188712Z", + "iopub.status.busy": "2022-11-30T20:35:18.188241Z", + "iopub.status.idle": "2022-11-30T20:35:21.455639Z", + "shell.execute_reply": "2022-11-30T20:35:21.455308Z" } }, "outputs": [ { "data": { "text/plain": [ - "(
, [])" + "(
, [])" ] }, "execution_count": 1, @@ -39,7 +39,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] diff --git a/docs/gallery/two_rows.ipynb b/docs/gallery/two_rows.ipynb index 61b173d..4af0c56 100644 --- a/docs/gallery/two_rows.ipynb +++ b/docs/gallery/two_rows.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4cb8f72c", + "id": "ae7e3680", "metadata": {}, "source": [ " \n", @@ -18,13 +18,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "c9610049", + "id": "efc4e574", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:27:58.872332Z", - "iopub.status.busy": "2022-11-21T19:27:58.871738Z", - "iopub.status.idle": "2022-11-21T19:28:02.132819Z", - "shell.execute_reply": "2022-11-21T19:28:02.132040Z" + "iopub.execute_input": "2022-11-30T20:35:24.249950Z", + "iopub.status.busy": "2022-11-30T20:35:24.249181Z", + "iopub.status.idle": "2022-11-30T20:36:02.016264Z", + "shell.execute_reply": "2022-11-30T20:36:02.015720Z" } }, "outputs": [ @@ -48,7 +48,7 @@ }, { "data": { - "image/png": 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", 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\n", "text/plain": [ "
" ] @@ -90,11 +90,6 @@ "main_language": "python", "notebook_metadata_filter": "-all" }, - "kernelspec": { - "display_name": "Python 3.9.12 ('base')", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", @@ -106,11 +101,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" - }, - "vscode": { - "interpreter": { - "hash": "22801eb64ebd2ec8b7e96f7bdf9e180a89543f6778a0f45f7cc3503a5460ce19" - } } }, "nbformat": 4, diff --git a/docs/gallery/whs.ipynb b/docs/gallery/whs.ipynb index fa1a177..bbe3056 100644 --- a/docs/gallery/whs.ipynb +++ b/docs/gallery/whs.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a4e4306a", + "id": "ab3e6c15", "metadata": {}, "source": [ " \n", @@ -20,13 +20,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "fcd2aab0", + "id": "c493c966", "metadata": { "execution": { - "iopub.execute_input": "2022-11-21T19:28:04.837810Z", - "iopub.status.busy": "2022-11-21T19:28:04.837398Z", - "iopub.status.idle": "2022-11-21T19:28:08.092888Z", - "shell.execute_reply": "2022-11-21T19:28:08.092290Z" + "iopub.execute_input": "2022-11-30T20:36:06.313784Z", + "iopub.status.busy": "2022-11-30T20:36:06.312540Z", + "iopub.status.idle": "2022-11-30T20:36:21.178515Z", + "shell.execute_reply": "2022-11-30T20:36:21.177986Z" } }, "outputs": [ @@ -47,7 +47,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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\n", 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" ] @@ -98,11 +98,6 @@ "main_language": "python", "notebook_metadata_filter": "-all" }, - "kernelspec": { - "display_name": "Python 3.9.12 ('base')", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", @@ -114,11 +109,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" - }, - "vscode": { - "interpreter": { - "hash": "22801eb64ebd2ec8b7e96f7bdf9e180a89543f6778a0f45f7cc3503a5460ce19" - } } }, "nbformat": 4, diff --git a/netplotbrain/__version.py b/netplotbrain/__version.py index f6983a8..958db42 100644 --- a/netplotbrain/__version.py +++ b/netplotbrain/__version.py @@ -1 +1 @@ -__version__ = "0.2.2c" +__version__ = "0.2.2a4" diff --git a/netplotbrain/plot.py b/netplotbrain/plot.py index f19ed68..a7ce8a5 100644 --- a/netplotbrain/plot.py +++ b/netplotbrain/plot.py @@ -119,7 +119,7 @@ def plot(nodes=None, fig: Optional[plt.Figure] = None, ax=None, view: str = 'L', legendrows = len(legends) # Figure setup - # Get preset views + # Get preset views if isinstance(view, str): if view.startswith('preset'): view, hemisphere = _get_presetviews(view) @@ -128,14 +128,14 @@ def plot(nodes=None, fig: Optional[plt.Figure] = None, ax=None, view: str = 'L', #Set subtitles to None if title is set. if profile['subtitles'] == 'auto' and profile['title'] is not None: profile['subtitles'] = None - + # Init figure, if not given as input if ax is None: fig, gridspec = _init_figure(frames, nrows, legendrows) else: expected_ax_len = (nrows * frames) ax, gridspec = _check_axinput(ax, expected_ax_len) - + # Set node_color to colorby argument if node_colorby is not None: node_color = _get_colorby_colors(nodes, node_colorby, **profile) @@ -186,7 +186,7 @@ def plot(nodes=None, fig: Optional[plt.Figure] = None, ax=None, view: str = 'L', hemisphere=hemi_frame, azim=azim[fi], elev=elev[fi], **profile) - + # Template voxels will have origin at 0,0,0 # It is easier to scale the nodes from the image affine # Then to rescale the ax.voxels function @@ -223,16 +223,16 @@ def plot(nodes=None, fig: Optional[plt.Figure] = None, ax=None, view: str = 'L', _plot_springlayout(ax, nodes=nodes, edges=edges, node_color=node_color, node_size=node_size, edge_color=edge_color, edge_weights=edge_weights, highlight_nodes=highlight_nodes, **profile) ax.view_init(azim=azim[fi], elev=elev[fi]) - + _add_subplot_title(ax, azim[fi], elev[fi], subtitle_frame, hemi_frame, viewtype[fi], **profile) - + # Fix the aspect ratio ax.set_box_aspect([1, 1, 1]) _set_axes_equal(ax) ax.axis('off') # Append ax to ax_out to store it. ax_out.append(ax) - + # Add legends to plot if legends is not None and profile['gif'] is False: for li, legend in enumerate(legends): @@ -255,9 +255,9 @@ def plot(nodes=None, fig: Optional[plt.Figure] = None, ax=None, view: str = 'L', ax_out.append(ax) # Title on top of the figure - if profile['title'] is not None: + if profile['title'] is not None: _add_title(fig, **profile) - + fig.tight_layout() # If gif is requested, create the gif. diff --git a/netplotbrain/plotting/plot_title.py b/netplotbrain/plotting/plot_title.py index ed283ce..e9d4e58 100644 --- a/netplotbrain/plotting/plot_title.py +++ b/netplotbrain/plotting/plot_title.py @@ -31,7 +31,7 @@ def _add_subplot_title(ax, azim=None, elev=None, subtitle_frame='auto', hemisphe fontweight=subtitle_weight, color=subtitlecolor, fontsize=subtitle_fontsize, loc=subtitle_loc) - + def _add_title(fig, **kwargs): @@ -40,9 +40,8 @@ def _add_title(fig, **kwargs): titlecolor = kwargs.get('fontcolor') title_fontsize = kwargs.get('title_fontsize') title_weight = kwargs.get('title_weight') - + fig.suptitle(title, fontname=titlefont, - fontweight=title_weight, + fontweight=title_weight, color=titlecolor, fontsize=title_fontsize) - \ No newline at end of file diff --git a/netplotbrain/utils/coloring.py b/netplotbrain/utils/coloring.py index 1e45436..2dc931c 100644 --- a/netplotbrain/utils/coloring.py +++ b/netplotbrain/utils/coloring.py @@ -32,7 +32,7 @@ def _highlight_nodes(nodes, node_color, highlight_nodes, **kwargs): highlightlevel = kwargs.get('highlightlevel') node_alpha = kwargs.get('node_alpha') # Default is None, set to 1 if highlight_nodes is called - if node_alpha is None: + if node_alpha is None: node_alpha = 1 if isinstance(highlight_nodes, dict): highlight_idx = nodes[highlight_nodes.keys()] == highlight_nodes.values() @@ -61,7 +61,7 @@ def _highlight_edges(edges, edge_color, highlight_edges, **kwargs): highlightlevel = kwargs.get('highlightlevel') edge_alpha = kwargs.get('edge_alpha') # Default is None, set to 1 if highlighting is called - if edge_alpha is None: + if edge_alpha is None: edge_alpha = 1 if isinstance(highlight_edges, dict): highlight_idx = edges[highlight_edges.keys()] == highlight_edges.values() @@ -103,7 +103,7 @@ def _detect_coloring_type(nodes, node_colorby, prespecified=None): ncols = nodes[node_colorby].nunique(dropna=True) cols_are_colorlike = list(map(lambda x: cm.colors.is_color_like(x), ucols)) if sum(cols_are_colorlike) == ncols: - colorpropertytype = 'column' + colorpropertytype = 'column' elif ncols > 8: colorpropertytype = 'continuious' elif ncols <= 8: @@ -113,6 +113,20 @@ def _detect_coloring_type(nodes, node_colorby, prespecified=None): return colorpropertytype +def _get_cmap(cmap): + """Returns either matplotlib cmap or creates a cmap from str + + Args : str or list + maplotlib cmap (string) or list of matplotlib colors + + Returns : cmap + maptlotlib cmap + """ + if isinstance(cmap, str): + cmap = cm.get_cmap(cmap) + elif isinstance(cmap, list): + cmap = pltcol.ListedColormap(cmap) + return cmap def _get_colorby_colors(df, colorby, datatype='node', **kwargs): """ @@ -137,7 +151,8 @@ def _get_colorby_colors(df, colorby, datatype='node', **kwargs): color_vminvmax = kwargs.get(datatype + '_colorvminvmax') #TODO: Add flag if colours are in column colortype = _detect_coloring_type(df, colorby) - cmap = cm.get_cmap(cmap) + + cmap = _get_cmap(cmap) if colortype == 'column': color_array = cm.colors.to_rgba_array(df[colorby]) elif colortype == 'discrete': diff --git a/tests/baseline/test_column_as_color.png b/tests/baseline/test_column_as_color.png index 8ccc30a..96d4852 100644 Binary files a/tests/baseline/test_column_as_color.png and b/tests/baseline/test_column_as_color.png differ diff --git a/tests/baseline/test_list_as_cm.png b/tests/baseline/test_list_as_cm.png new file mode 100644 index 0000000..d49c040 Binary files /dev/null and b/tests/baseline/test_list_as_cm.png differ diff --git a/tests/test_coloring.py b/tests/test_coloring.py index dd30190..9deec73 100644 --- a/tests/test_coloring.py +++ b/tests/test_coloring.py @@ -34,5 +34,27 @@ def test_column_as_color(): 'atlas': 'Schaefer2018', 'desc': '100Parcels7Networks', 'resolution': 1} - fig, _ = npbplot(nodes=nodes, node_type='parcels', nodes_df=atlas_df, node_color='color') + fig, _ = npbplot(nodes=nodes, node_type='circles', node_size=30, nodes_df=atlas_df, node_color='color') return fig + + +@pytest.mark.mpl_image_compare +def test_list_as_cm(): + fig, _ = npbplot(nodes=nodes, node_type='circles', node_color='community', node_size=50, node_cmap=['salmon', 'cornflowerblue', 'orchid']) + return fig + +@pytest.mark.mpl_image_compare +def test_column_as_color(): + atlasinfo = tf.get(template='MNI152NLin2009cAsym', + atlas='Schaefer2018', + desc='100Parcels7Networks', + extension='.tsv') + atlas_df = pd.read_csv(str(atlasinfo), sep='\t') + atlas_df['networks'] = list(map(lambda x: x.split('_')[2], atlas_df.name.values)) + node_cmap = ['blue', 'red', 'green', 'black', 'purple', 'yellow', 'orange'] + nodes = {'template': 'MNI152NLin2009cAsym', + 'atlas': 'Schaefer2018', + 'desc': '100Parcels7Networks', + 'resolution': 1} + fig, _ = npbplot(nodes=nodes, node_type='parcels', nodes_df=atlas_df, node_color='networks', node_cmap=node_cmap) + return fig \ No newline at end of file