From 2af7aec469cbac3d93ef77d64fc5a1abea85e484 Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 12:54:50 -0600 Subject: [PATCH 01/11] print small portion of key --- .github/workflows/get-metrics.py | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index 38ca9f41b..3246025ee 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -31,6 +31,7 @@ 'universe_domain': 'googleapis.com', } +print(credentials_dict['private_key'][0:50]) client = BetaAnalyticsDataClient.from_service_account_info(credentials_dict) From 4ca8cb3a64dd7e781849e0e25815461861f736c2 Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 13:55:07 -0600 Subject: [PATCH 02/11] use pip --- .github/workflows/get-metrics.py | 4 ++-- .github/workflows/nightly-build.yaml | 2 +- .github/workflows/publish-site.yaml | 2 +- .github/workflows/trigger-preview.yaml | 2 +- .github/workflows/trigger-site-build.yaml | 2 +- 5 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index 3246025ee..c8752f5ba 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -36,7 +36,7 @@ def _format_rounding(value): - return f"{round(value / 1000, 1):.1f}K" + return f'{round(value / 1000, 1):.1f}K' def run_total_users_report(property_id): @@ -158,7 +158,7 @@ def plot_usersXcountry(foundations_id): top_10_countries = sorted(users_by_country.items(), key=lambda item: item[1], reverse=True)[:10] top_10_text = '\n'.join( - f"{country}: {_format_rounding(value)}" for i, (country, value) in enumerate(top_10_countries) + f'{country}: {_format_rounding(value)}' for i, (country, value) in enumerate(top_10_countries) ) fig = plt.figure(figsize=(10, 4)) diff --git a/.github/workflows/nightly-build.yaml b/.github/workflows/nightly-build.yaml index 321411ae8..8a8349e8f 100644 --- a/.github/workflows/nightly-build.yaml +++ b/.github/workflows/nightly-build.yaml @@ -22,7 +22,7 @@ jobs: python -m venv analytics-api source analytics-api/bin/activate pip install google-analytics-data - conda install cartopy matplotlib + pip install cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py diff --git a/.github/workflows/publish-site.yaml b/.github/workflows/publish-site.yaml index b5308b33e..0f81ccdfa 100644 --- a/.github/workflows/publish-site.yaml +++ b/.github/workflows/publish-site.yaml @@ -24,7 +24,7 @@ jobs: python -m venv analytics-api source analytics-api/bin/activate pip install google-analytics-data - conda install cartopy matplotlib + pip install cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py diff --git a/.github/workflows/trigger-preview.yaml b/.github/workflows/trigger-preview.yaml index dcb866db8..3ae118d9c 100644 --- a/.github/workflows/trigger-preview.yaml +++ b/.github/workflows/trigger-preview.yaml @@ -24,7 +24,7 @@ jobs: python -m venv analytics-api source analytics-api/bin/activate pip install google-analytics-data - conda install cartopy matplotlib + pip install cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py diff --git a/.github/workflows/trigger-site-build.yaml b/.github/workflows/trigger-site-build.yaml index 4d49dfe36..062c0424a 100644 --- a/.github/workflows/trigger-site-build.yaml +++ b/.github/workflows/trigger-site-build.yaml @@ -19,7 +19,7 @@ jobs: python -m venv analytics-api source analytics-api/bin/activate pip install google-analytics-data - conda install cartopy matplotlib + pip install cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py From e5369085546eadef7002355d00bb16397deb036f Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 13:57:12 -0600 Subject: [PATCH 03/11] testing --- .github/workflows/get-metrics.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index c8752f5ba..80907c943 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -31,7 +31,7 @@ 'universe_domain': 'googleapis.com', } -print(credentials_dict['private_key'][0:50]) +print(credentials_dict) client = BetaAnalyticsDataClient.from_service_account_info(credentials_dict) From cdbb7f4b2f58e64e0824a094c3f895bdd4ee3cd8 Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 14:03:03 -0600 Subject: [PATCH 04/11] testing --- .github/workflows/get-metrics.py | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index 80907c943..ac0ad660d 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -16,6 +16,7 @@ PRIVATE_KEY_ID = os.environ.get('PRIVATE_KEY_ID') PRIVATE_KEY = os.environ.get('PRIVATE_KEY').replace('$', '\n') +print(len(PRIVATE_KEY)) credentials_dict = { 'type': 'service_account', From 88f4063c9c918f686fb15b5830754a400636c42f Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 14:20:30 -0600 Subject: [PATCH 05/11] print stmts --- .github/workflows/get-metrics.py | 2 + .github/workflows/map.ipynb | 230 ++++++++++++++++++++++++++++ .github/workflows/user_metrics.json | 2 +- portal/metrics.md | 14 +- 4 files changed, 246 insertions(+), 2 deletions(-) create mode 100644 .github/workflows/map.ipynb diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index ac0ad660d..87cbf365b 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -16,7 +16,9 @@ PRIVATE_KEY_ID = os.environ.get('PRIVATE_KEY_ID') PRIVATE_KEY = os.environ.get('PRIVATE_KEY').replace('$', '\n') +print("Hello") print(len(PRIVATE_KEY)) +print("hi") credentials_dict = { 'type': 'service_account', diff --git a/.github/workflows/map.ipynb b/.github/workflows/map.ipynb new file mode 100644 index 000000000..73c1ccedd --- /dev/null +++ b/.github/workflows/map.ipynb @@ -0,0 +1,230 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "import cartopy\n", + "import json\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.colors as colors\n", + "import matplotlib.cm as cm\n", + "import math" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "file = 'user_by_country_metrics.json'\n", + "with open(file) as f:\n", + " user_data = json.load(f)\n", + "\n", + "dict_api2cartopy = {\n", + " 'Tanzania': 'United Republic of Tanzania',\n", + " 'United States': 'United States of America',\n", + " 'Congo - Kinshasa': 'Democratic Republic of the Congo',\n", + " 'Bahamas': 'The Bahamas',\n", + " 'Timor-Leste': 'East Timor',\n", + " 'C\\u00f4te d\\u2019Ivoire': 'Ivory Coast',\n", + " 'Bosnia & Herzegovina': 'Bosnia and Herzegovina',\n", + " 'Serbia': 'Republic of Serbia',\n", + " 'Trinidad & Tobago': 'Trinidad and Tobago',\n", + "}\n", + "\n", + "for key in dict_api2cartopy:\n", + " user_data[dict_api2cartopy[key]] = user_data.pop(key)\n", + "\n", + "\n", + "def format_user_stats(value):\n", + " return f\"{round(value / 1000, 1):.1f}K\" # Round to one decimal, add 'K' suffix\n", + "\n", + "\n", + "top_10_countries = sorted(user_data.items(), key=lambda item: item[1], reverse=True)[:10]\n", + "top_10_text = \"\\n\".join(f\"{country}: {format_user_stats(value)}\" for i, (country, value) in enumerate(top_10_countries))" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/dd/_xm_pbpd3flgbvbnt7qhd70snnbpj_/T/ipykernel_16987/25403892.py:51: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", + " plt.tight_layout()\n" + ] + }, + { + "data": { + "image/png": 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4cGGJx/9dcKiizkNCQgKqqnLgwIFiAahhGGRlZZUZSB2J0+nkscce47HHHmPfvn2RXtCLLrqIdevWlbleURBe1hyzu3fvLjVQPx5FgUJWVhZVq1aNPK6qaomA+/DX/fDxr/9+3YveJ9988w3p6enH3KbjOf6hQ4cydOhQPB4P8+bNY8yYMfTt25cNGzaQnp5OYmIiTZs25amnnip1m/8eS1laYSVFUbj77ru5++67yc3NZcaMGYwePZrevXuzc+dOHA7HEY+rtOJZWVlZJYK1O+64g48//pgff/yRqVOnEhsbe9Rq2yaTiR49evDLL7+wa9euo1Y0Ltrn3r17Syy7Z8+eYuM9bTZbic86hF/3ipojuKy5aLt3707jxo15/fXXcblcLF26lE8++aRC2iAIgiCc3kTarfCfYLPZuOmmm5g4cSIvvfQSzZs3p2PHjsWWOZ47/UcjSRKGYZSoYjlhwoQye4iOVY8ePVizZg1Lly4t9vhHH32EJEl069YNINI7unLlymLL/fTTT8e9727dulFQUFBiG5999lmxv4/lPBzL69CjRw+AEhey3377LR6PJ/L88UpJSWHIkCFcddVVrF+/Hq/XW+ay7dq1w+Vy8eWXX5Z4bs2aNaxevZqePXueUHuKFFUr/fTTT4s9/tVXX5UoTFXW6z5p0qRif/fu3RtFUdi8eTOtW7cu9b8jOZHjdzqdXHDBBTz44IMEg0FWr14NQN++fVm1ahW1atUqtT1lFfIpS2xsLAMGDOCWW27h0KFDJSr9lubzzz+PpItCOA31zz//LFYxFqBVq1Z06NCB5557jk8//ZQhQ4aUa57hBx54AMMwuPHGGwkGgyWeD4VCkdeqe/fuQMn3+6JFi1i7dm2x93tGRkaJ13zDhg3FKtgeq/JkepTl9ttvZ8qUKTzwwAOkpKREqloLgiAI/y2i51P4zxgxYgRjx45lyZIlTJgwocTzTZo0AeCVV17huuuuw2w2U69ePaKioo57n9HR0XTu3Jnnn3+exMREMjIymDt3Lu+99x6xsbHHvd3D3XXXXXz00UdceOGFPP7446SnpzNlyhTGjx/P8OHDqVu3LhBOFezZsyfPPPMMcXFxpKenM3PmTL777rvj3ve1117Lyy+/zLXXXstTTz1FnTp1+Pnnn5k2bVqx5Y7lPDRu3BiAd955h6ioKGw2GzVr1iw1nbRXr1707t2b++67j/z8fDp27BipdtuiRQuuueaaYz6mc845h759+9K0aVPi4uJYu3YtH3/8Me3btz9iL1lUVBSPPfYYI0eORNd1Bg4cSFxcHH///TdPP/006enp3H777cfcntI0aNCAwYMHM27cOMxmMz179mTVqlWRKqOH69OnD/Hx8QwbNozHH38cRVH48MMP2blzZ7HlMjIyePzxx3nwwQfZsmUL559/PnFxcezbt4+FCxdGeoRP1vHfeOON2O12OnbsSFpaGllZWTzzzDPExMREeqwff/xxpk+fTocOHbj99tupV68efr+fbdu28fPPP/PWW28dtbfwoosuiswFnJSUxPbt2xk3bhzp6elHTKMusn//fvr168eNN95IXl4eY8aMwWaz8cADD5RY9o477mDgwIFIksSIESOOum2A9u3b8+abbzJixAhatWrF8OHDadSoEaFQiGXLlvHOO+/QuHFjLrroIurVq8dNN93Ea6+9hizLXHDBBZFqt9WrV+euu+6KbPeaa65h8ODBjBgxgv79+7N9+3bGjh1bIkX9WDRp0oTvvvuON998k1atWiHLcrlSlwEGDx7MAw88wLx583jooYewWCzH3Q5BEAThDFaJxY4E4YQcrbpmabp27WrEx8cbXq+31OcfeOABo0qVKoYsy8UqrqanpxsXXnhhieXLqhx5eKXWXbt2Gf379zfi4uKMqKgo4/zzzzdWrVpVZjXKfwOMW2655YjLbN++3Rg0aJCRkJBgmM1mo169esbzzz9vaJpWbLm9e/caAwYMMOLj442YmBhj8ODBxuLFi0utdut0Okvsp7TKqUXH53K5jKioKKN///7Gn3/+WWKbx3Iexo0bZ9SsWdMwmUzFtvPvareGEa6ced999xnp6emG2Ww20tLSjOHDhxs5OTnFlivva3j//fcbrVu3NuLi4gyr1WpkZmYad911l3Hw4MES65bmq6++Mjp16mRERUUZiqIYNWrUMIYPHx6pvlykqELo888/X2IbgDFmzJjI36Wd90AgYIwcOdJITk42bDab0a5dO2P+/Pmlns+FCxcaHTp0MJxOp1G1alVjzJgxxoQJE0qt7vzDDz8Y3bp1M6Kjow2r1Wqkp6cbAwYMMGbMmHFSj3/ixIlGt27djJSUFMNisRhVqlQxrrjiCmPlypXFljtw4IBx++23GzVr1jTMZrMRHx9vtGrVynjwwQcNt9t91HP54osvGh06dDASExMNi8Vi1KhRwxg2bJixbdu2Ix5H0Wf5448/Nm6//XYjKSnJsFqtxrnnnmssXry41HUCgYBhtVqN888/v1zn6nDLly83rrvuOqNGjRqGxWIxnE6n0aJFC+ORRx4x9u/fH1lO0zTjueeeM+rWrWuYzWYjMTHRGDx4sLFz585i29N13Rg7dqyRmZlp2Gw2o3Xr1sasWbPK/M76+uuvi61fWhXsQ4cOGQMGDDBiY2MNSZIi78kjnf/DDRkyxFAUxdi1a9cxnx9BEATh7CAZxmH5RIJwFtu/fz/p6encdtttjB07trKbIwgVIiMjg65du/Lhhx9WdlP+cyZNmsTFF1/MlClT6NOnT2U357QSDAbJyMigU6dOfPXVV5XdHEEQBKGSiLRb4ay3a9cutmzZwvPPP48sy9xxxx2V3SRBEM4ia9asYfv27YwcOZLmzZtHpoIR4MCBA6xfv54PPviAffv2FSs4JgiCIPz3iIJDwllvwoQJdO3aldWrV/Ppp58Wqw4qCIJwokaMGMHFF19MXFwcn3/+eZlVX/+LpkyZwrnnnssvv/zC+PHjxfQqgiAI/3Ei7VYQBEEQBEEQBEGocKLnUxAEQRAEQRAEQahwIvgUBEEQBEEQBEEQKpwIPgVBEARBEARBEIQKJ4JPQRAEQRAEQRAEocKJ4FMQBEEQBEEQBEGocCL4FARBEARBEARBECqcCD4FQRAEQRAEQRCECieCT0EQBEEQBEEQBKHCieBTEARBEARBEARBqHAi+BQEQRAEQRAEQRAqnAg+BUEQBEEQBEEQhAongk9BEARBEARBEAShwongUxAEQRAEQRAEQahwIvgUBEEQBEEQBEEQKpwIPgVBEARBEARBEIQKJ4JPQRAEQRAEQRAEocIpld0AQRD+ewzDQNN1NE1H1w003cAwDAwDJAlkWUKSpPC/pfC/ZVlClmQkCSRJquxDEARBEARBEI6RCD4FoQw+fxB/UMUkS1gtZmRZwucP4vUHCalFgZNeGEQZmEwS1VLi0HQdjy+Ixxsg3+0nt8BHIBjCalGwWc1YLWZsFgWLWcFiNkX+rygmzIoJxRROSNB0g5CqhfdjGACYFRmHzYIsnz5JC4Zh4POHCIZUkKCwqYcvAJKEzWpm9cY9zFuyEbfXTzCoEgiqBELh/weDKoYBsklCMYXPg6LIKKZ/zoup8DGLWcGimDBH/m/CYbNQs2oi1dPiSIxzEQpphFQNWZZx2M0oJlOlnB9BEARBEAQhTASfwn+SrusUeAJYLQoHcgrQNAO71UxMlB1/MITZZOL97/9k8pyV7MzKYe+BPPyB0ClrnyRJWC0KLoeVmCg7MS47sVEO2jfPpH+vFjSolXbK2vJvBR5/Ye+kzJadB1myejuLV29n9cY95BZ4MZlkTLIcCRZNcri3cuWG3bi9gQptmyz/E7imJkWTWS2JzGqJ1KqRRINaabRulE5ctAO9sKfVZDp9gnhBEARBEISznWQYJfopBOGMFgiqKCYZTdfx+UOFPZUaBR4/+w8VsPdAHruycli8aju/L91ETr43sq7TbqFjy9pk57hZsmbHKW97jMtOhxa1qJuRTGpiDNVSYklLiiE5IYpqKXGohb2tTrsVRfmnJ88wDFRVJ6RpaKqOZuiRHsiiDNXYKAe5BV5AIjbKTl6BjyinFVmWCakaHm8Am9VMboGPvQfyqJEWj8thxecPYjLJWC0KZsWEJElkHczj6Xd+4ZtpS4udv4pQq0YSq34cc9K25/UFcdgtJ217giAIgiAIQvmI4FM4axS9lQ3DQJZl1m7eyzfTl/LuV79xIMddya07uuqpcWz45YlyLRsMqQRDGtt2Z7Nj7yE279jPnv15FHj9FHj8FHgCFHj9uD1+AkEVAyJjKovOU72aKVzavTlVU2KZu3gjC1duY+ma7eQW+CL7cdot1ElPpl5GKimJ0STGuejbtQkNMov3vCZ1HFmhvZpD+3WgdeN0PN4Abl8Ad9HxecP/tloUqqbEUrtGErVqJFM9NY6UhGh8gRAbt+9nxbqdFHgC3HdDbzRNx2SSMQwjch5VTUcCTKZwSi+Ee3hzC7zkFfhw2C1EO+24nFbsVjOGEX4Nopy2CjtmQRAEQRCEs40IPoUzjqbpuL0BYqLsALz26Wz8gRCBoErbJhl0alUbuXCMoT8QQtN15izcwG9LNrJ83S7WbNqDphuYC8cTRsZaKuEUTI83EA7gvAE0Ta/QY2lYK422TTNo1TCdVo3SqZ+ZSiAYwmGzRIIgCAc6Xl8wMj7UFwgx4dvfGf3yDxXavqOx28w0yExjaSX0Eh+LhrXSWPLNgwDku32s3LCbVRt2s3HHfg7muDmY4yE7183BHDfZeZ4SKdZFx9modhVaNqxO++a1aFy7CqqmY7WI0QtnMsMwULXwGO6iG1cWswmPL4iqagBYLAp2q1kUujoBuq6T7/Fjs5gp8PjZl13A7n05bN11kJTEaLq2rYtiMiHLEk67tbKbKwiCIFQQEXwKZxS3N8DcRRt48YPpbN55gJx8L6HCC8QiVZJiGHzxObRsmE6t6olUS4nF5bTj8wcJhFTsFjNOR/kvbpI73UOBx39Sj6NTq9o8cevFNK5bBUmScNgskQvbUEjF4wtitZhx+/wsX7uT35ZsYvHq7fy9YTfZuR7Ex/bYmEwyGVUT2LY7u8wbCooiE+WwEeW0Ee2ykVktkaGXdaRF/erERjvw+YMoiozTbv1PBSH+QAhfIIRSmHqtajq5+V78gRBVkmMjnz9/MMTazVkkx0eRGO8ixmUnFNIIhtRIQajT5bwZhlFqW16eOIMh/ToQF+2ohFadfXRdJ6SGb9Cs35rF6HE/8NuSTWV+n9aukUyPdvW59equpCRE47SfXsXVBEEQhBMngk/hjBFSNfyBEHc99zW/zFvFoTxPuddVFJkqSTFUT4vnpVGXU7tGEjarhYV/b+WPpZvx+ANYzAqpCdFkVk9ixfpdzF20gQUrt3LwBFJ2UxKiOLdVHVISoiPjNls0rBEOiB0lg5iiwGj2wvV8N30ZS1ZvZ+OO/fj8p67Y0X9JjbQ41v9cMtXZXdjrHe2ynTYB08lweGViWQ5nB2iFvbdFF/keXwB/IEQopIEEcVF2fIFwALlnfx6BYIhla3fy0sQZFLj9RLlsaJrOxu37i+3LZJKplhJHk7pVGNa/E+d3ahRJeT7dFGUWyLKMruvYbRbRo30SqaqGPxjivW//4P6Xvi/XOuc0rcld1/WkV4cGSEjYbeYKbqUgCIJwKojgUzgl/IEQIVULF64xKyd0AVrg8aMoMjl5XhTFRHJ8FADpPR5g/6GCo67vsFmY/OatnNM0gzy3n7hoB99NX8bVo947rvYkxbnYMevZyN+6rpNX4MNiVpBliZCqYS2cWqW8gYyqahiAWTHx3YxlXH3v8bVNOLrqqXGYTDKPDL+Qfj1bYFZMp2WAdKIMw8AAXv5wBjMXrGPb7mx2Zh2iXkYq/xvYGVmW0DSd6X+uZdKclZH1EmKd9GhXn8t7t6JN43Rio514/AFkpMKpb8Jp66HC8bNmxYTFbMIg/D4umorobAvkhWPn9vrJyfcxd9EGZi1Yx/K1O9m9P5d8d9mZJf8b2Jknbr8kUvzMH1QBMMkyLofoGRUEQTjTiOBTOGaGYVDg8aPr4dQ1l8N61It1rz+IwxauMLpk9XYW/r2NejVTyKyWSGpiDJquEwppRLtsxS4mCjx+NN0Aw0CSIMppK/Vi46FXfuDFD2ccsQ1VkmK44fJzuXVQV0KqhiRJ2K1mdMPgtqe+4LPJC4/jbISnRRnWvyOvPXjlca2vF1blDaoaJlnGZlXIK/CxMyuH5et28sDL3x/x4kw4MQmxTr5/bTgNa6Wd9WPNNE2nwOtn7HvTeP/bP8lz+46+0mEa16nCeR0act2l7ambkRLepq5jEgGAcAwMwwhnF+gGVnN4nGdOvpf92QVkHczHZlWIiXIQ5bSRmhCNzargC4R45eNZ/LZkI6GQRvXUODq1qk3n1nWpkRaPr/A3xiJ6rAVBEE5rIvgUToqyxlCVZd/BfIKqxqbt+/l96Sa27cnGabcw6vrexEU7ImMyPb4Ao174jpXrd1EjLZ7r+3ekR7v6xfYXDKmEQhq5BV4O5YWrkx7K8+DxBXE5LLgcVuKindStmYJyWDXTv1Zs4e0v5/Hl1CXHPYbSYlZokJlKk7pV6d2xIf16tcAwDBSTqdhyPn+QQFBFKiqEFAyxd38eW3cdZO2WvWzcsZ+tu7LZtjubXftyKrzQkfCPV0cPZMilHTCbTUdf+Czh8QWQkPjm1yW8+cVc/t6456jvudaN0vnlndsLxyj/U3zH7Q0gSWA1K/iDIVwOUQFYOHm8/nDhp3tf+JadWTnERTmIi3EQF+0gOSGa5PgoqqfG0bJhDQwM7FYxjZIgCMLpTASfQrl5fAGcdiurNu5mz75cEuOjaNmwBhBOrzt83sljUTTHJFI4zdRpt0aCS13XKfAEsJjDqZC+QAhZkiJTXBRVozzefRd55eOZ5R6LBOHqp0P7deCpOy4lEFQxmaQyC9H4AyHMiom5izcwec7fTJm7kh17c06ovcLJ8/pDVzGsf8fKbkalCIVUvP4QNquZ7XuyGfP6JH6YubzYMh1b1uLmKzpzfqdGxcYpH34D6NLbxrNpxwFeeWAgPdrVP9WHIZyldF0nqGoEgyq6Hk4bN8kSimKKDN8oqlZsPsHfAEEQBOHUEMHnf1A4bTYc0G3fE67+KcsyqqaxKyuXZvWrkZYUU+p6bk84SJSk8FhGm0XBdoqmINA0PTwfY+H+IRysBoNquVOtVE3noVd+4P3v/qReRgr1M1O58fJOZFZLIr3nA+j6kT8OI67qwoujLgdANwzkYzjuQDCE1x/CWjgW1OsPYlbCVUCL0paDIRVfIMQnP/3FPc9/W+5tC8fvgRvPZ+TQXmd9yu2RqJqGYjLx4gfTGf/5HPYcyAMgLtrBuimPEe2yl7qeput4vAF03UCWJQzDwOmwluj5F4STpcAdHvMfDGls3L6Pxat3YBgGw6/sUtlNEwRBEMpBDI74D3F7A8iyxG+LN/LZlIVM/X01+W4/TruFhrXSiIly0Ll1bbq0qVPq+pIkEeUqmVJnGAZ5BT50w0AxyZFeyeOlahqyJCHLMiFVxayE36Ymk8yazXtZsX4XgWAIWZbo3LouaUkxePO9xbZht5mxWsLVEb2+ICFVY9OO/azauIe1W7LwB0IsXr2dxau388mkBUA4hTYq2kqU04au6+w9kF9iGhdN+yc4lSWJUEjFbC7fx8hqCbcpGFLRNJ34GCcAoZBGvseLSZawWBRiXHYSYl3Hd/KEcklNjKZZ/Wq0aFCDpvWqRW46nK7VWCtaUbB488BzGX5lF3LyvQRVlRiX/Yg9SiZZLjMwFY5f0dhcU+Gco7Is4/MHMckydpv5P1lkx+MLsP9QAU+9/QtTf1tFdu4/1c5rVkukX4/m+AIhDua4MZlkGmSmYrdZcHv9qGphSvlh9wpNsiymchEEQagEoufzP2TcRzP4bvoyXE4baUkxdGieSde29aiWEovPH8IAbFYzuq4jSxIHc9y4nDZcDiv+QAhN01FMMs5Spgh56cPpTJ7zN13b1uXuIT3LPe4rEAyhaeFiQv6gyqK/t/H70k1IkkSMy0bdjBS6n1Mfh90SKVJhGOGpU8yKKVysJxDim2lL+WTSAjy+AFazwn03nE/vTg2xmJVi4y0lSUKWJSxmE5qmh1MOLQpWi4JuGIRUDU3TkSQJq0UhEFQ5kONmz/5cFJNMk7pVIz3FrmOYK/Tf3B4/JpPM70s38emkhcxasI4D/5rSxWpRMCsmlMKKoopJRjHJGAb4AiF8gSD+gCrm/DxGvTo04Kc3bgHCaX3i4lM4lbyF30eyJGEySZgVBZNJIhBQ8fqD7Nh7iDmLNrB5xwG8viAxUXaqp8XRuE5Vzm1VOzIv8NlA03Q0TcdsNhUbQxwuZgd5BT5kOfy9vXtfLufdOK7c004NvugcLu7WjMlzV7I/u6Dw+5/I/502K+2a1aRzmzrUqp6ELxDCdYb32huGQTCkIUnh4FqSEN9vgiCcdkTw+R+gahpubwCTLKPpOoYBZkXGYSt519fjDfDed3/wwvu/RoIhRZGpmhxHjbR40qvEc0HnxvTu2BBVDc+DCGAA73w1j3tf+JYxI/oy/MoubN2VTU6eh7TkGKokx5Z6waRqGm98Noe4aAdef4gn3pxSYv7Oae/eTufWdYs9ZhQGikXFgzy+AMvW7KTXDeMAaNskgwf/14fm9avjtFuK9SCU1gavLxiuqkv45rgsSxgAugGyhNVswlYBhSwMw6DAG8BskiPjlhSTjAHouoGu6+iGgWH8M1VGUfsUk4xJDo+DXb5uJzP/WsdfK7ayZPV23N7ASW/r2aRGWhzndWzE5b1b0bZpBjaLmENQOLkMw8DjC6BqOnarmZ1ZOSxatZ0/l21m1cbdHMzxoOk6qQnRpFeJp35mKi0a1qBuRgppidGoqk5I1VDK+K4+nYVv7AXD32GFlxiSBKqqM3nuStzeAG5PAI8/SCAQolWjGrRpnMHydbuYPn8NfyzdXGLe2IpkVky0aFCdMSP6ck6zmmdcCr7HF2D52p38vXEPW3cdBAj/PhQW2It22mhQK5U66SmkJcUQUjXUwt9Pu+3UDJsRBEEoIoJPIcIwDFZt3MMXPy9C1XQsFgWrWcFhM2O3WYiPcdK6cTq1qiexbksWD7z8PX06NyY+xklCnItop417xn6D2xfAabfgtFtxOazcM7QX9TPTSu0pPDzF1usP8tRbPzPzr3UYhkFMlIOa1RJ46b7LI0WIfIEQG7btY8HKrRzIcTPsso5EFfbOev1BWg14im27s4vto3aNZM7v1BCnw4rTbiUu2k58jIu4GAfZuW5WbdzDlp0H2X+oAK8vgMcXxOsPRqaRcdottGqUzs1XnEtaUsxpW80zFNLw+ALYbGbmLNxAv9verOwmndZMJpmGtdJ44d7+dGpZ+4y6uBdOP5qm4/aGx9IfyvMwb/FG5izawLK1O1m7ZS+qquOwWejZvj6Xn9+abm3r4nLY8PmDyHK4YNmZlvIdzjxRC4v+aNgs4SB76u+rWbF+F26PnwJPALfXT4HHz469h/D4gpXd7AhJkqhVPYk2TdK54NzGnNehIU6H5Yzq/QyGVLIO5nPXs18x8691BArnQYXwd1w4Q8jAMIzCG5kGqQnR1M9M470nr8XlCP9OHz7kwOMLYFbC2UGBkIZhGJgVGbvVcsa9RwVBOP2I4FMoIaSGf2xMshxJefq3Jau3M2/JRto0zqB+zVSiXbbwWEbdwCisSgjhcZF2mznSQ3kkqqrj9Qci4++MwvWjnNZIcGqSZXZmHWLrroPkFYTnKOzbtSk2qxlV1dANg5x8L3v257Fl1wHWb93Hjr2HyM51k53jIbcgPDZUluVI1USXIzzOM8ppI9ppI8ppJaTq7DuYT57bR/W0OBrWSqNLm3pkVInHfgakvAVDKgtWbuXzKYv44pdF5U5V+y8pSr8NFlYrNp1BF5zC6Sekavy5bDOD73ufg4el0KcmRtOncxMGXdiGlo3SCYZUop22M763qcDjZ8vOA7z7ze/4gyrZOW7+XL75tJ6T2GSS6da2Hp1b16Zr23o0qlUFVdMiNxrP1NekqCq8WTExf/lmXE4bGVUTiI92ohs6EE41BiLDTyTCldidh90UjtzAtJrxBUIYhoHVouC0W8n3+LFZlHL9lguCIByJCD7PQoZhRO7C+wIhfP4gHl+QYEilSnIsCbFOAkE1nA51WDrn4YHev7m9ATRNjyyrmCq/WEMwpOLzhw4bxyNhVuRIoSEI90b4g6HCgDqc+sVh7/iifxaNkVEUGYuioOk6gYCKpod7gO2nqKLvyebxBdi+5xDn3/hKiTGl/1U2q5nhAzuTnefhvA4N6X9eS7yFE9QLwrEKD2mQ+G3JJp59dyrzV2wBIMpp46VRA7jsvJbounFCY8RPN6qqEQxpXHzLG/yxbHNlN6dcatVIYtWPY4Bjn5daEARBOHlE8HkW0rTwOMEeQ19i0artJZ43mWRSE6Ixm01YzOGiNhaziSrJsVzaozmXdG+GYRgnpYplIKjiD4bvoCom0xEvwNzeAIpJRpIkfP5gZHyjySRjs5ojVTfd3gBZB/L4cuoSVm/ajSxJmBUTJsVEXJSd+pmpXNWnLTarGVn+5wLDMAwCQZVAMIRuhANoR+F40MP5gyH8/lAkZclmNeP2+pElGd0wwuNmC3t3rRbltA9agiGV7FwP593wCpt2nLpxVKertKQYtvz6VOTvQFCNjI8ShPI6PIBJ63wvuYWZGADndWzIe09ci9NuOSMyJYrkFXgxmcJzaLq9fpAkTLKEqXB8uW4YeH1B3N4A+W4f305fxtj3plV2s8tFUWQu6NSY2GgHGVUTaN2oBg1rVSEp3sX2PYcK6xKYKfAE0Aszf0wmCU0z0I1wrYSi8fZWi1LsJmdpCjz+8NRghOehNivh7xcDUGT5hOemLo9wGriCruv4A6HIv10nWJFeEAThRIj8ibOQLxBi2u+rWbVpT6nPa5rO7v25kb9NJpl2TWvSs119erZvgGKSCysyhgCJQGGaWHnluX2R+S+jnDasFoWXJ86gd8eG1KqRVOqPdjCkklvgpcfQlzmQU0DDzDSiXDZCqsbYkf1p2bBG5GJv+bqdnHfDK8WqvCqKTGa1JBrXrsKwAZ3QdD0SeAaDKqqu89eKLUyavZI9+3PZeyCPz164AatFwSTLeHwBtu7KZuX6XSxds4N1W7PYmZXDPUN7cVnPFsiyxIZt+3jq7Z9ZuyWL2jWSqFU9ieb1a3Bxt6bERNlP294zi1khJSGK3z+5l363vRnpmfmvMJlkxozoy73XnwfAFz8v4q8VW2hYKw2TST7jiosIlS+kaui6jscX5LYnv4gEnqmJ0bz24JV0LRzPWZEqYlqgpWt3cv2DE9mXXXDWVdFWVZ1Jc1aW+fzF3Zpy13U9ef3T2ezaF/6N8PgCOO3WyJAMl9NKlMPGM3f1IzY6fHM2MoTDZMJkkiLZQN9MW8r73/1BYpyLxDgXMS47BuHicVWSY7ji/NbExzhQTOEbnBWh6Gav26sSUjUcdgsW8+n3GyUIwn+L6Pk8y7i9AR5/czKvfTL7qMt2P6c+t1/TjS6t6+APqJhMMsvW7mT6n2uYv3wLS9bs4MYBnRh7T38A9h7IY/ueQ1gtJurVTEUC1MJS+bv25VCzWiJ2q5mgqnHVyAns2pdD8/rVufPaHlRLiUOWpRJzgBZNTq8WTuOye18utc9/KPJ8YpyLNx8ZRNe2ddE0A5fDQk6Bj6aXPE5O4dye/Xu1YPwjg8IptIU9tkU9Erqus/+Qm87XPM/OrJxi++5/XkveGnM1ADc8/BE/zlpR6nlq2bAGHz07lBppcfgDKnabmUBQJRTSMJtN+AMhHDYLFrPptB43aBgGXn+Q5yZM4+WPZvwz991ZzGGz4LRbeOCmC7jx8nMLi1uJdDvh+Hl9QX6ctZyx7//Kui1ZkceHX9WFx265CGsFj4vz+ALs2HOI72cuJ8ppo2bVBKqmxJKSEE1inKvYvr2+IGZzeEqqo/XUAazZvJc2VzwdGXcvlK5qciwtG9bAbjNjs5qxWy3YrWZsNjMuh5Vop42PfvyLxatLZh4drm5GCu8/dS1N61Qt93zR5REMqfiDKmrhPNVOuxVJ4p+6DIYR7pE1mbBalFPSCysIglBEBJ9nEbc3wPPv/3rUNKi6GSm88dCVNKtfHbMSrsw4/PHP+PWPNSWWtdvMJMVFsWtfTrELkqrJsVx+fisO5Xn44ufFBEMqTepWZcb7d+GyW1m7ZS+tL386snyDzFR+++TeEr1MITU8zYkkwYz5a/lh5gomzVmJP1C8QI4sS7zywECG9GuPqups2XWQ5Wt3kpYcQ5vG6WX2MgRDKh0GjWV1Gb3A9WqmYLOYWbF+1xHP2buPX8OA81r+EyTvz2XiD/P54udFZFRNpGPLWvRq34Bm9auhqhpRTttpWz1V1w06X/M8S9bsqOymVKj2zTKZ9eHdkb//3rCbRrWriOBTOC7BkIrXF8Rht1C9+/3FCuvExzjZPvPpCq+Squs62/YcomX/J4tVNYVw9seUN2+jU8take+ekKrx1dTFXN33HCAcuGqajs1qJhhSCRVO52KzmJElcDltTJqzkkH3TvhP3JyqbLFRdma8fxcZVRNOWgZG0VyfvYa9XGzYjdWiEB/jJC7aQVyMg4QYJ3ExThJinCTHR5GaFENSvIuEWBdxUQ6iXDacdguGEX7v//vGsSAIwvEqd/CZ7/ZhGGC3mrFYRLbu6ajA40eSJFas28n0+WuZu2gDf63YWmyZqsmxzPzgLqqlxKHpOiZZ5uFXf2Thqm3sO1iALEskxbnCZfKPY67Inu0b8P1r/2PM65N46cMZxZ57ZMSF3HZ19zLHfRZV7JNliecmTGPmX2vJ9/hpWrca3c+px+W9WxEb7SgspBSkwO0nLsaBzRIuBlRa6lJegY/L73qH35ZsPOZjOVy9mikkxUexaft+sg7ml7mcySRzbqvaDLm0PZd0bx5pU3jca/jzU1l0XcfrD3HNfe8zd/EGLIpCntt39BXPUAmxTm6+ojN1M1K4pHszbFZzpKddEI5VboGXRX9v571vf2fxqu3sOZBXLDV156xnSYh1Vkghm6L5gLMO5HH5Xe+wYdu+Ys/brGZ+futWmtatht1mpsAbIBTSeP+7P9i+5xBvPHwVumEw8rmvmb1wPRu27S+RVtuyYQ369WzOpd2b8/BrP/HDzOUn/TiE4uJjnPzy9m1kVk8scQO1qEaBAYQKg7+i7JWiGwOKIhf2akr4AyF8gXABviiHjc8mL+SmRz854TbabWbuvKYHdw/pVaKgnyAIwvEod/C5eccBFq3aRvMG1alfM7Wi23VCvL4gSLArK4cYl524GAf+QIios6C8fXkFQyrBoMpPs1dS4PXTtklN6qQnA+EftaK7mEVzf/276M69z3/D65/NOa59uxzWUgNXl8PK1ulPl6vqo9sbQFU1ZFnCAKIc4Sq8/kCIx9+cwqufzELTwj/AqYnRjLiqK8Ov7ILTbin2GquqjqL8c2zN+j1R4sKtorw4agD1aqayYds+Nm7fT0aVBIYN6IjNYq6U4jaBoIqqhafRsZgVNN1gwYotjP98LlN/X02oMEXrbLDl16eY/ucaHnrlx0iV327n1OPx2y6mfs2U03au1rOJxxfAMIikOquqRkjTkaVwARtN08usrn06KppnuKhAldcfpPM1L5Cd68YXCNG+eSbP3NWPhrXSsJpPXiqj2+tnx94cRo/7nmm/l8xOgfDwhFkf3EVaUgxmJXxz+M5nvuTDH+Zzee9WPH9vf5Lioxj24ES++GXxSWmXcHJIksTQyzrw7F390HQdl8OKYjJR4PHTa9g4duw9RPdz6nH+uY3JznGzatOeyG9YvZqpNK5ThaZ1q/LHss3MnL+O2GgHSfEusnM9TJn790lrZ60aSfTv1YLLe7eiVo0kQiGt1GsqwzAIqRqqqqPp4d9fq1k5rT/nqqZFzrno4RWEilfu4DMn34ssgclkKnGBXxkMw8DjC6IXjl1YtnYnmqZhtZj5dvoyvv11CfuyC4Bwb1Tn1nUY//CgyA+5026hS5u66Hq4ep/dZg5PrxFUIxVOT2eqqiPLHPULPRgKH8+RXq9gSMViVsjN97J+6z4O5rpx2i3ERjmIjbajG7Bz7yFy873ohsF73/7BzL/WHVe7w+NMu9OpZS1UVcNZ+ENbXrv25VDn/IdLfa5ZvWpMevMWYl32YuNnigpzfDJpAZPnrGR/dgF7D+axa1/OKU8tq5OezMghvWjZsAY1qyUgSzLBkIrTbjmpY36Oxu31o+kGMYdVNM7OdTP4vveZs3DDKWtHRZBliT8+HUXz+tXx+oJ8/vNCXvxwBmbFREbVBL566SasInujwhR4/Li9AZ6bMA2PL1xt02oJ97Lvysph9/5c/P4QrRrVoGvbevRoV5/0Kgn4/MHCgihnxmvj9QcxdAOTSUYxyRhQ+FkO31w7WdN55OZ7yez9YLnm6v3j01G0aFA9UjH8zS/m8uArPwLhHix/QD3rCgmdLWxWM+2bZ9KrfQPObV2H0S//cMIZOxUlLtpBrw4NuLRHc+KiHeS7/eS5feQW+MjN9+L2BiIZStFOO8kJUVRLiaVR7SrUq5mK3Vo5N2CPxOMNEFQ14qIdld0UQTjrnVFjPv2BELpu8NeKLazdksXKDbv4c9mW454+IjbKTtN61aiWGkfV5FhCIY2s7Hzioh00rVuVRnWqkFktMXJ3r+jOvVZ4994wDBTFhKpqWCpoyo1AMJxKI0syVouCJBG56/7et38w6MK22K3mYqXT890+XI5j71HQdb1c67z26WxGvfDtMR/L4RRFpkPzWlxwbmMu7NKE6qlxqJpeolc03+3HMHScdiuKYsLt9XPfi9/zw8zlHMrzlNju9Zd15I2Hryp1n/5giEBALezpDafp5hb42L4nm/Vbs9i1L5fcfC+5BT7yCnzkFnjJd/vJd/ux28zERTtIiHVyQafGdG9fn3e//o0/lm1m38F8Nm4/vvdgYpyLBplpXHPxOfTv1RKbteLvEPsDIWbMX8u4j2aiKCaqp8Zxbqs6XHtJO36avYKBd79bofuvSB2aZzLx2aHhtPLCnvF/X+QUVbAUjp/HFyCkatitFgo8fhSTjNlsIhBUeertn3n369+L9aSf26oOvTrUp3fHRmRWT2LzzgO8+cVcvp66hIu7NeWDp4fgD4TCUyadZhellc3rC/LRT/O569mvj7rsw8Mv5L5hvTGZZNzeAF2ufYE1m/eeglYKQvk89L8+jBzS66Te4Hd7w99HsgRms4LNcnr3tArCf90ZE3z6AyF++W0Vdzz9ZSSN7lQKT8lgITbKTq0aycS47Ozce4jd+3OpnhpH8wbV6diiNvVrptCsfnUgHARquoHNopQ515thGJEUVV03Ij25VquZvzfs4vsZy1mzeS8btu0jGFR58s5LwTB4+6vfWLByKxazwo2Xd+Lh//VBlmVyC7zMXrCBK85vRTCkIkkS67ftw+MNEBvtoG56MoGQGkntOVxR8PnjrOWMHvcDTruV7Bw3ew7knfC5KwoEDle7RjJLv32Q9VuziIt2EBNlx+UIj2spKuZx/8vfsWXnQc7v1Ih+PZuTGOtCLrw4nfDN7zzx5pTI+auTnsyir0ZjVmTy3X5MJrlcKTSapvH3hj1EuWzhMc1mBZMsoenhIFWWZQwjPK+nLEnYbeFlwtPRhHuWF6zYwq1PfcG23dnHfZ4aZKYy84O7iXFVbLGiAo+f59//tVjF29o1krng3EYM6tuWA4fcXHzLGxW2/4pUu0YyPdrVRzHJKIpMXLSTvl2b0Kh2lcpu2hnP7Q2g6To/z/2bP5ZtZtnancRE2TmY4+bvDbvLXK/7OfX58qUbkSXw+kMsWbMdu9VCm8bprFy/m1uf+pxxDwykQ/NMAiGVDVv34fUHaVqvGsBpOX3R8fIFQuzKyiEUUkmKjyImyo6q6gRVFVmSiXJaS/SW+vxBdu3LYfznc/nlt9Vs31P2d8wPrw2nd6dG5Hv8PDjuByZ883tFH5IgHJPbBnfj8Vsvxh8MYVEUAiE1cvNKlqTwjX3C13xq4Y1+SQpfHxmAJIWr9xbN+63rOtm5Hq594AOiHDaS4qNISYiielo81VJisVoU/AE1MiY2Mc5J/cw0kuJc4WwCCVx2q7jpJQinULmDT1XVTmk5bsMwwimx/iCKSWbeko0MHT0xMr3G6WzGe3fy659r+GrqEjKqJtCodhWuvKA1jepUJRhUI1+yum7w6x9r+HH2Cv5asQWzYiIpzoXVambhyq14fMFy79PlsNKqUTq/LdlIfIyTIZe2Z8feQ2zcvp9la3dGlrOYFdo1q8l5HRvStnEGtdOTSYh1FqZ0GdisZlRVR5KlSMqupuksWLmVm8Z8UqzYjiRJuBxWYlw2ol12Ylx2alZPpHWjdNo0yaB29SSchT2ZoZDGjr2HWL15D6s27GFfdj7+YIj3n7yuRI+rpum4veHCQ78v3URyfBSBoMqMv9ZSp0YyV/ZpgyRJeP1BfP4QtXo/WKzyY0Ksk6rJsUx8dij1a6ZS4PFjtSiEQlqkPYfzB0LEtburxOMNa6UxtF8Hru/fsdwXwA36jmH7nkPHlNpmMSt0aVOHnu0bMOC8liWmSzjZNE2nwOvHalbYvS+XtOQYdN1AMcnYrGYm/jCf4Y9/VmH7r2jVU+M4r2NDBl7QmtaN0gmppY9NEson3+3D4wvyzDu/8PGkBfgDIX5+61baNKmJYpIJqRr7svMZ//lcJAksisLarXtZuX43l3RvxhO3XwxAp8HPs37rP+OtRw3rzT1DexFSNfbsz+WPpZsZ/8XcyHi21MRoruzThn49W5AcH0VctAOH3VJYpTVcofV0Hx7xb6GQSkjTeeqtn3lpYrggW3yMkyrJMTTITKNLmzp0O6c+qQnRADjs4e8dXdfRdIPsXDf/e+zTMsd+rvj+YeqkJxNSNXLyvWzfnc3HP/3FhG//ODUHKAjl4HJYadMkg8xqiWzZdZCN2/ZxIMeNputomoHJJJGaEE2V5FiqJMdiMZvIc/vIL/Cj6Tq3De7OBec2ioyt1jSdJWt20OXaF8rdBrNiok56Mg0yUwuLbbUgOSFKZMUIwilQ7uBz5fpdkQ+mxWyqkIpnITVc+v29b//gUJ4HVdXIOpjPpNkrz6iqnDPfv4sp81bx0ofTiz0e7bLRqWVt0pJisFvNfPPr0iNWTj1VLGaFzOqJ1KmRTI20eGqnJyNLEjn5Hi7q1oz0tHhMJomQqpPn9uG0WbBZzZgVU7iwgBYuLGAY4fF29sKqooFgiOw8LwUeP3UzUjAMA4fNgq7r+AL/zEEWE2Uvs23h+TRVKBxvHAyqxYqUrNq4mzZXPFPqujPev4vGdaow8rlv+H7GMm4b3I2H/tenWI9vKKSyatMeOgwaW+o2mtStyuQ3byU5PuqI51BVNUIhDZ1w8aaN2/fzxS+L+GHmcrbsPHjEdft2bcLHz12PzVK51VhDqoY/EKL70JdYtbH0qWlOR7FRdhrXrUrfLk3o16MFCXFOAHERcQJ0XcfjC7Jj7yGeevtnhg/sQkbVBA7musk6WEDXNnXYvPMAddJTio2f9frCNwuDqkYwpEZ6MW554jO+n7G82D42TX2CK+5+l6XHMOWPJEnERTuonhpHzw4NGHh+K2qnp0SmNzqaonRhi1nBbjUf8w0Jf2HBIYvZhMcXJDHOFbl55vMHUQszPAzDwDDAZJL4Y+lmWjVKx2Y1I8sSwaDK/x77tMx5hQGqpcTSt2tTrr7oHBrVSkPV9Mjx6brBLU9+xoffzy+xXrtmNXnnscGkJsYQ5bQRDKncNOYTvhRFhoSzTJ30ZJ684xLq10xl6u+r+XHmcv5cvuWEttmxZS1mvFfyRrQgCCdXuYPPR9+YxHMTplE/M5VLuzdnUN82pCXFYjUrmM0np0dUVTXcvgA2q5ntu7MZ+/6vfD11yRlXhXPm+3cxee7fvDxxxtEXPo3ddPm5PPS/PoUXWEaZaSkeXwCTHO41c3sDBIIqI8d+XeyCx2m3cMugbtwztFfhtiR0A0yydMQg4WCOm0tvHY/NZqZd05pc378TGVUS8AWCKCYTg+97j8lzSq/oV7NaIgdz3BR4wim8bZtk8PNbt0V6P3VdJzvPQ9srninzJsDu2c8RG+04akDoD4TYtS8HWZZITYjBYbfgCwTRNYN1W7O45NbxZOeWHKNaxGpR6NiiNhd2aUzfLk1JjHcRDKqRdO+KSsPVdZ1gSGPdlix++X01X09dzNotWRWyr+NVr2YKF3RqjMWiYFZMZFZLpFb1JKqmxpIY60I3DILBwlRyMVn6CQmGVFRV58/lm5m3eCODLmyLy2klxmVnx95DaJpOQqwTl8PGpbeN568VW6lfM4VHb7mIXh0bsi87n8fHT+G3xRtp3Tgdu83Cd9OXEQyVnJMy+8+XyM338sIH03nzy7nHXfwrPsbJeR0bcsX5rejcus4R59n1+oMEgyoPv/YT6VXiqZeRQocWtYh22kot+OX1BwmpGopJZsnqHfw8bxW/LdnIivW7+OiZoZzXsSFWi8L+7HxenjiTQ/ketMK6ANv3HGLp2h3oeri69E1XdCI1IYbn3psW+U4qj7hoBxd0bszVfdvSsUVtvpu+lOGPf1Zins8iTepWZe7EkdhtFjy+AI++MZnXP51d/hMqCP9RddKTWfnDI5XdDEE46x1z8Hm4+pmp3NC/E4MvCk9gHe06ualtBR4/Hl+Qq++dcMJ3tE6lsyX47NWhAV3b1KVuRgoZVROJibLj9QXx+gN4vEHc3gAHcwv4a8VWWjWswRUXtEbTDNy+ALc/9UWpZd5jXHbSkmM4lOsh2mWnS5s6XNS1Ka0bp+P1h9h3MI89B/LQdAOLYmLLzgOMevG7yPov33c511zSjs7XvMD+QwUcPIbxvxlVE5j6zu0kxkWBYbDvUAGX3f5msVTAf2tStyoz3ruLaFfZvSr5bh+jXvyOb39dStO6Vfnq5ZtJiHVGng+GVBau3EqvG14pd1uT4lzUSU+mZvUk2jfL5MoLWmO3mU96EJrv9tFp8PPHXTCpIjWpW5UPnx5CjbR4LGYTiklGkiSRPltB3N4AM+av5cFXfiA2ysGvE+7AMOD3pZuQJBjywIfkFpSdgSLLMg/c2Jvbru7OrU9+zje/Lj3i/qqnxnHb4O4MvbQ9k+f+zdAHJ57wMSiKTOdWdXlx1ACqpsSW6A11ewP8OGs5Nzz8Me2bZTJp/C0oignd0LFbwymuXn8Qry/IXyu2MGP+OuYv38yqTXvQ9dJ/Kssa014RpMJCd2Xp27UJEx6/FpfDGik69OfyzVxyy/hT0j5BOJOJ4FMQTo0TCj6LKIrMeR0aMv6RQaQkRFPg8RemYRqAhEmWjnvMVdGkyjv2HuKLnxfx8U8L2HuCBXAq2qwP7mLSnDM/+DxWdTNSyKyWyK9/rinzQu1EdWxZC1UNj0E9HjarmSduu5iQqvHoG5NL9MgUMSsmendqyLD+nejapu4Rx5apqoZR+P+gqkXmJC3i8QZYu2Uv515T/vEo/9a4ThUmPjOUaimxSJKESQ4XaDCfQE+fPxDijme+5KMf/zrubVSU6y/ryNiRl1VIwC0UV/Qd+9CrP/LWF/OoVSOJPz8dhSzLXHb7W8c83cP8z+/j3a9/5/3vjj7OsEubunz0zBDuf/l7Pp+yqMTzRd8pO7Ny2LBtX7mzYFwOK3vnjS1RVM3nD5Ln9nHZ7W+RGOfi8xduKJZ54fUHue/F7864Qj02q5mX77+cAee1ilQM9/qCDBn9IZPmrKzk1gnCmUEEn4JwahxzVZPS7vKqqs7P81axaft+UhKieeyNycxcsI5op40op43EWBf/u7IzjetUxVGOi8nwHJ4BdN3AYbdis5ppkJnG6Jv6cM/Q8xh83/v8+kfpBRdOF4ZxauePPB1s2LYvUiykovyxdPMJre8PhLj3sGliRg07j2H9O/HjrBVs3L6PGmnx1K+ZGp4D1jCILsdNk6JUT7Ni4t+jVz2+AO9+8zsPvfrjUdvW/Zz6NK9fjfQqCazatJv3vv0jEsSv2riHNlc8Ta8ODYiLdnJuq9oMOK8lZlfZ42WPxmSSee3BK/lq6hL8gaPPIVjRrBaFnu0b8L+BnWnXrGapxaGEkyukari9AS6/623+WLqZlIQoZn1wNyZZZuiDE49rnkFdN8p9U+TBmy9gX3Z+qYFno9pVWPz1aCD8uZVliQOHCli7JYsFK7eyetMeVm/ay+adB9A0nbhoB/VrptLtnHrcPrgbwaCKZJEo8PgxCL+/igqH9WzfgBc+mM7wxz7j9mu6o6oaazaHiySdjjdjjiQlIYrZE0dSPSUO3TDwB0Ns25XNO1//JgJPQRAE4bRzTFOtqJqOYpKxt7i11OeLeotWb9rL1l0li6y0b5bJVy/fRLTLVqKaZ9Fccfuy8/lj6WZmL9rAwpVb2bTjAOt/fpzkeBeabqBpOrv359Ky/1On7WTZsz+8mx9nLWfcR7MquynCEfTu1JDPn78Ru82MqmkEQ9pxFSEpi9sb4OYxn/DdjGVHXTbKaWPnrGcwyXJkPtPd+/MY9uBElvyrIMtlPVvwxiNXEeOyn1BbdV1n4d/b6DbkpePexomolhJLzWpJVEmK4fLzW9GtbT1CqnbS0/eLir9IEugGFG358HG8WmGQLxU+rhcuGAjpqLoRnmLHLFdaMaiK4PUH2bHnEBeNeJ1d+3JJr5LAnIl343JYGT3uB979+th7/+w2Mz+9cQuGYXDt/R8ctaBaXLSDWR/cTXaeh57Xv1zi+Rppcdx9XS8GX3QOkixFgkdV0yLVwO1WM4FgeLqGQFDFYbdgGKDpOr/8tooJ3/yOYUDzBtW5aUAnVm7YzaB73zttfz+OVUpCFKOG9aZ+ZiohVWPYQx8dcXy5IAilEz2fgnBqHFPwqesGvkCQDdv2kxDrDF8wZ+Uwec5KnnhzSqnrTHnrVuqkp+ByWHHaLQSCaolxOCFV41Ceh6tHvXfCPVung9kf3s33M5bz6ici+Dxd3TCgI8/efRm6brB55wHqZqRgkuVilTvLQ9P0wvnHDAzDQNUMNE3DMMJVfAfe/Q4/zT5670O0y8aK7x8hymEtVhDJFwgx66/1vPfd7/y9fjfjHxlExxa1cJWjsmd5uL0Bfpy5nLue+/qYiqAcq/qZqXRpXZeWDavTtF416tRIxiD82T+RtPyjKfp6y/OpeAM6Ic1A1XWibArxTjOyDP6QTp5XJaDq2M0yVrOML6jjCWgcnj1eM8mGIp8dY07d3gCT56xk+OOf4Q+EaFq3KtMm3IFiMvH4+Mm8dowFaoZc2p5Hb7mI2GgHPn8QWZZQFBMbtu3j6bd/OWIPXHyMk42/PMHFt75R5vd/RtUEFn01OpJSWpaiAlrPvDuV97/745jGhAuC8N8mgk9BODXKHXy6vYEyf/g9hYUqps9fy+9LNxUr4FKw+FWUckzeq2oagaDKo29M4qdZK9mZlRO5cDQrJlQtPIa0TnoyrRql06NdfRb+vfW47s5XNBF8nt56d2rIp88Nw+mwsnt/LrV7P8Rjt15EvtvH4IvbUSM1HqSjT27v9gb4ed7fLF0Trmip6Tr+gEqBx0+NtDh+W7KJ5et2lTmu9N+sFoVbB3Vj1LDzMAwiU8rouk6BJ4DTbkHTjWMOkI8mPA7OT5NLHsPtDZzUbUuSxD1De3HfsN7IJilS1OVUKvoeKQoaDxYEOeQJvyZyYW9oeSiyRGqMBdsZ3AOq6zpef4i7n/uKj39aAEDLhjX4dcIdYMDwxz/j62lLjmmb34y7mS5t6uBylH5DJK/AR2rne8tc/9m7+1GvZiqX3f5Wmb2RZsXEwT9fwlJYWT2kqgRDGrIkEQip2K2WyOciGFIZ/vhnfDZ54TEdhyAI/y010uLx+YO4fQHaN6vF7YO70btTo8puliCc9cp9FXukO85Oh5VLejSnZ4cGGAas3bKXab+vwWoxoRaWqT9qQ0wmFLuJh//Xl0eG98WsmCIBryxLBIIqBw65SYp34XJYkSQJm0U5LYNP4fQS7bLhtFtJjHPx6C196dy6bmFqnsEv81YBMOb1SQC8+OEMalZL5PLerTi/U0OaN6iBSZKwlBLw2W1msnM9mGSZhBg7CXEu4mKc1K+ZQoPMNHILvPwwczmfTl7IH0s3HzXNLxBUefHD6Yz7eCZdWtdlSL/29OncGKfdGpkL9eSGnUXHYcEfVGlUu8pxF3IqS++ODRk1rPdpM37TMIxiPZflDTwlCVw2Ezaz/E/e7hnG4w2Qk+/l0tveZPWm8DyuyfFRJMa5kGWZZ9+desyBp8WscF6HhiWm2woVzvO5ZPV23vnqtyNuo0mdqjSolUZyfBT7sktP0y3anq7r2ArnEfYHQnQYNJaUhCi6nVOfvl2b0Lh2FdZtzSLvCFV5BUEQ4qIdrP/5cSCc1Vfg8RPlPD1+pwThbHdSr2WLqga2aZxB60bpGIYRKS5UNBH30Rw+pcXhFUYtZqVYuq6uG8RGO05W04WzUK8ODXhl9EBSE2JQNS1cwMpmxmxWIkFIIBjCalEIBFUkSaJvlya8OGoAcTFObnvycwA+eHoIgaBKIBgi+rACPyZZ5sYBnUCiRFVNgNgoB9dc1I5+PVqgGzqTZv/N4+Mns3t/brHlMqomcN0l7Rn30Uzy3D40TWfWgnXMWrCOAee15M0xg8rsVTpZrBaF/ue1POnBZ420+JO6vePx7zTZeKeCN6jhC5ZdFEyWwG4x4bDIOK0mFJMEBmdkj6fHF0DVdJ59ZypvfTUvUlzqlQcGcvVFbVEL56W0HuN8zR2aZ/LsyMsIqmok+AwEVTRNZ9KclTz19s/lmsLnktvG88lzwxj/8FX0v/PtMpfrNHgsvdo34PxzG9OuWU1iXHasFoVFq7azaNV2xr5XejV2QRCEf8vJ91K9+/2Me+AKendsFLnBKwhCxTumMZ/Hq7TA0+cPYjLJJQoPHYnXH4zM9bc/u4Axb0zi00kLTnZzT5hIu618TruF3XOew2ope4oUCKfOTv9zDZt3HuC6S9pjtSiRADPP7UOWJKwWhWBIRdOMEy6G89nkhdz61Of4/P9Ul22QmcrSbx8CYMvOA7z44Qwmz1nJ/kMFAEx79w7ObVW7wscaerwBHnzlR97+at5J2V7rRulMeevWYgF7ZTIMI9LTKfFPASJVM1A1naBmoMgSNouMSZYwjHAQeiaO8TSM8J18WZZ45eNZjPtoZrGU6m7n1OPrl29i666DvPH5HPz+EF9OXVKuIjw92tXnkREX0jAzDWdhFkrR+ORPJy1k7HvTStxgOZql3zzIrn05DL7vffLdRx97bDErNKlTpUQxLkEQhGMhSRIz3ruTNo0zSmRwCIJQMU5J8Hk4VdPw+oJEu+xomo7pCCm5bq+f35ZsYve+HFo3yuDP5Zt59I3J+AOhcs/3VhnmTBzJt78uPeaiHcKJkSSJ/13ZmaH9OpCaGI3DailXuqfHF0AxmSJjxtzeAIYRni7CrJiO+B49VgUeP5Ik8duSjfw4awWz/lrHzqwczIqJ0TddwP03ng+Ex63t3pfLn8s207tTIxLjXCetDUfi9viZv2ILQ0ZP5FDe8VXMPKdpTZ684xKa16+O3Wo+qedPKFt4bLAfs1lhzsINfDZ5AdP+WFPqON6vXrqJHu3q03LAU2zfk33UbVstCgMvaM2DN/UhNtperECULxBk7/48rrj73Ug677Ea0i9csMhqVhg97gc++P7P49qOIAhnNrvNTHy0k5x8L15/sML2I0kS0U4beW4fSXEuvnzpRprWq1Zs3l9BECrGKQ8+y8vtDfDNtCUMf/yzym7KMRPB56mXWT2Rj5+9njrpySWqKR8LTdfJzvXw14otXNytGb5AMFIkp6g3ySTLOB1WNE0nEFLxB0K47Fa8gRASYLMqmBUTBZ4AshzuOS2th9/tDSBJ4YIsS1ZvZ8X63fj8QW68vBNVkmOxFKYHa7pealpvRQkEQ7i9AQaOfPeYq08P6tuW1x+8EqtFKVeavXByhHvw1/LRj/OZvXA9geCRi1x98tz1nNu6Duk9HijX9md9cBdN6lQttcryvoP5NLn08ROulmwyyXz0zFCiXTYuGvHGCW1LEIQzi6LIzJ14D41qV0Exybz6ySxGj/vhpO6jemoc3dvV55LuzejUsjZmxYQkwcEcNx5fkLSkmBO6fhAEoXwqon7JCfP6ggx98EMmz/m7spsinAGa1q3KrxPuxOWwnnAvmwREO22cX1jx7vDqrP6Ayt4D+dSrmQKEx//9OHMF1z80EatFoXaNZOpmJFMlKZbEOBd/Lt/Mnv15XN23Ldf374hJloqN3Swq4uW0W6mSHEufzk3w+ALouoHFrEQyA05l4AlgtZixWsx8/+pwWg14ip1ZOeVe97fFG9EPG+stVLxgSOWKu99h9oL15V5n/6EC7NYjp6QX6dKmLo3LCDwh/D522MwnFHymJEQx7oGBNKlTlQtufvW4tyMIwunDabeQUTWRjKoJ1KyaQP3MVP5ctoXPphSvRG21KIy9pz/1MlKwWhTc3gBvfDbnhPffsmENerSrT+M6VTi3VR2iXTYMo2QBzaopcSe8L0EQyu+0Cz4NwyBUOE/iqZIU5+J/V3YhGFJ5boIoWnEmqZ+ZyrR37zjhsZhFZFnGZi09cLLbzNSslhApViRJEm2bZgDhQiurN+0pNe1w9LgfeOKtKQzt14HHbr2ozOJBJpNcvKBRJaer2qxmPh07jD7/e63cU7B4fMFyjRsUTq55izce0/LjPprBoL5teeL2i3n41Z+OuOzz9/Y/YrVzk0nmivNbH1emh8kkM+LKLoy6oTdvfTGPIaM/PGqvrSAIp7fk+CjeffwaurSpiy8QTp21W8M3Na/s04YV63exetMeUhOjGXFVF266vDOyLOF0WPH6g7z26axjHjd+uPM6NuSR4RdSr2YKNosZRRFjOQXhdHLaBZ+SJBHjsvPxs0OJb393he7LYlYY//BVXH3ROUC4nP8LH0xH08JVMPv1bM6Qfh1oUqcqO7NyeOfr3/hp1ooTTi8TTg6b1XxSA8/y+Hf6bLWUOKKctqO+J3z+EOM/n8uyNTsZelkHopw2Ylz2cOrPaVrkwKyYaFSnCht/eYJnJ0zj2bv7cf1DE3n/yeu44OZXmbNwQ4l1Hv5fH0yi1/OU8gdUqqfGsW330cduFtmxN4eJP8zn9sHdeeOzOWQdLH2KE4Aohw1V0zGXcQHnD4ZYv21fqc8dSceWtXjjoUFs3X2Qzte8wNZdB495G4IgnF7692rBGw8PwmY1Y7UoJealtlvNfP7CDazZvJdeHRogSxI2q5lAMITXF2TmX2t5/v1fj7gPRZFp3Sid9Vv3kZPvBcK9mYMvOoeRQ3oR7bIVG5cuCMLp5bQZ8xlSNUyyjD8YQlU1ZFmmwOPnqbd/5sMf5qPrBtVSYjmY6y5WKfR4xbjsfDPuZjq0yGTvwXy6XPNCiTtt34y7mT6dG0e+wAo8fsyKiV37cpizcD2zF2xg74E8oqNsRDvtbN11kL837ubH10fQrF41PP4g23dn8/mURUz4VsxHerKNuKrLEXsSTwWPL8Az70zlxQ+nH/O6LoeVnbOeLTalUGlCIZVASDti71NF8/qDaJrOt9OXMuTSDuR7/GzZeYDbnvyCxau3A1AtJZbl3z8sCjacYrn5Xq4e9T6zFqwr9zqSJLFu8mPYrGbSex553GdqYjTzPrqHhFgXDrulxPMeb4CDuW7e+fo3xn00E/2wyVNNJplGtdJo1Sid+pmpxEbZiXLZadskg9goO6Oe/5b3RXEhQTjjJca5ePfxa+jUstZRf5P9gVCkmJ/PH0TTdT78fj6vfDyTXftyI8s5bBb69WrBwpVbOXCogN4dG3HFBa3o0rouqq6jmGTe++YPFq3axptjrgaOPCe9IAinh9Mm+FS18BdJnttHVGH5fkmSKPD40Q0Dm8VMSFVRVZ2bH/uUn2atOK79xEU7uPPaHoy4qgsmWSakatz65Bd8PW0J9TNTuf6yjnRrW4/M6okYRnjsXWl3/HVdx+0NoOkGkgSyJKHrBnabhQKPn70H8li7ZS8eb4Ae7cN39666Z0LkQv38To24/ZruZFZLYujoD5m/YssJnb//oknjb6Fn+waV2gbDMNi4fT/N+j1xXOvv++35I05F4vEGWLlhN75AkHbNMnHYSl78VxZd1/H5Q+w/VIDZbIrMu3gs0ycJJ87rD3L/S9/x7tdHvsHltFvw+kM47Ra+evlmWjeqwZe/LOa2p7446j6cdgtP3nEJwy7rVGZPvccXYP7yLaxcv4sGtdKoVT2JGmnxBIIqiiIXuymhaRqSJPHQqz/x8sQZx3bAgiCcMulVEhhwXktUTSPrQD47sw7x5/Li1yupidEs//5h7FZzub///5meaQEPv/YT+W4/9TNT+fXdOwiEVPZlF1A3PRlZkpDk8PVgKKQR5bQW69H0RQr9lW8MuyAIle+0uUpUCse3xfzrQvzwymNWi0IgqNKmcTo/zVpBw1ppWC0K67ZmlegNNSumUqdj+euL+0lLiokElCG3j3uvP48XRw3AbrNgNSvlSoOUZbnMoMFqcZEY56JW9SQAvp+5jHy3n1/euZ0vf1lE59Z1iY9x8MmkBcxduIEf3xjBcxOm8uKH4iLsWFT2/JGaFp7a4voHJx73Nn5fuok+nZuU+pw/EGLZ2p2cf/OrWMwm5k68hzrpyafNj6xcWPW3prjTXKnsVjMXd2tWZvBps5q5b1hv7rquJ3MWrScx1kWd9GRmL1zPvS98W659eP0hMqomompamd+PTruVLm3q0v2cesiyjKrpaIaB3W5FliCgakhIGBgoskyHq59jxbpdx33cgiCUX4PMVNo1yyQlIZoaafFUS40lNTGGhFgnDpsFXyBEgcdPgcdPXoGPnAIv1VPjaFy7KiaTjCSFU/ztNjP1+jzC3gN52G1mqibHUbNaAtm5blISossVfBZ4/Gzcvp8bH/mYNZv3AuHru1dHDyQ+xonJJFOtlCJApRVJK2/hNEEQTh+nTc9neYVUjdWb9mBWTKRXSUCSwuPwnnr7Z7qfU4/sXA/9erYAwN7i1hLrX9ilCd+Mu/mUtjkYCvfYrtuaRb2aKbz68SzGvv8r/kA4YO7ati7vPnYNkizx1Fs/iznuyunV0QMZeEHrwvEiaqWUSL/k1vH8+sea416/Z/sGfPj0dTjtVmRZivxwe3wB9h7Io/1Vz0WK/US7bEyfcCd1MpKLVeEVziy6Hh5TLsvySZtKx+cP0vW6F1m5YXexxy/t0ZxXRw/EYbfgtFvx+gKEVI3Jc//mhoc/Pup2E2KdnH9uYy7r2ZzOreuWK6VN0w125/vZmePjkC+IO6AR1HSirApRVoWGKS6qxtipf+GYcs0xKgjC8Ytx2Xnmrku54oLWQDhYO5Fq5MGQGglCdd3AHwxh6AZms+mo29a0cG/ng6/8wDtf/RZ5vEpSDJPevIWMKomlpvYLgnB2OeOCz38rqjxa4PHjsFkiFUIvv+vtYlO1xEbZuerCtjx6S1+c9hOfkuN4BAvnhJRliQ3b9hMIqqiaRiCoklvgw2mz0KZJBj/MXF6uVDghzGJWeHHUAK656Bysp/AuqKbp+IMhXv1kNo+Pn3xC20pNjOb714ZTv2Yqu/bl8MZnc/hsykLy3cULGbkcVn599w7qZ6ZiP41ScIXyMQyDvAIf47+YS2piNJ1b1yEtMQbnCfYeh0Iq/qBKdq6bSXNW0qh2FRrVroLDZilxU6bA7efBV384apouwOQ3b6V9s5rYbZZyF+8Iajo7c30c8gRZvieff//ADG1TnbZXPM26LVnlPTxBEI7D1X3P4YV7+2O1KpV+w9LjC7B7Xy6X3/UOGw4rUGYxK2z+9UliXPYyi5oJgnB2OeODz9Lk5Hup0mUUDpuFi7s346o+bejUqja6poMEgaDG/kP5ZFRJwGpRTps5CT2+AAPufJvPn7+B596bxriPZlZ2k84YqYnRrPppTKUUu3F7A7zwwa8nPE2PWTFRPS2OLTuPXPXTYbMwZ+JI6mYkY7WIlKMziccXoPuQl1i5YTfXXHwO7zx2DR5fkGBIxSRLJyWVvOiG3L/5AkEkwpUlc/K91O79EF5/8IjbOvDHC8dV0EvTdUyyzM5cH5pusP6Amx05PgzgwgbJ3PfUZ3w7fdkxb1cQhKNrXKcKEx6/hszqSZWSEVREVTV2789l044DzF6wnlc/mVViOJRZMbFtxtOYZLnE2HBBEM5Op82Yz5PB4wsQCKrc8/w3uBxWPnnuejq1qh35MvMHQvS/421kWeLe68+jemrcaVWK22JWeOzWi7hxzMd88NR17Nx7SFyglVPWwXxe+nAGI4f0IhhSkeXw62oyVfyPmcth5Z6h5zHt99UsP4ExbCFVO2rgCeECM71vfIU/P7uPqimx4m7xGULTdH6YsTySGrsvu4CRY79m2+5s/AGVr8fddFL2c/h3mscXQFV1NF1n2+7syJhhi9nEfTf0Zszrk8rcTu0ayejluDVpGAaaYaBpBopJxiRL4WJumg46KJJE58yEcFEQs4mQpotxWoJQAaKcNp68/RKuvqjtCafXniiPN8A3vy7lf499esTlQqpGes8HaJCZxoz37jw1jRMEoVKdFcGnxxceE/fxTwv4a/kWruvXnjceugpN04sFHqqm8cPrw/H6g0Q5rKdNj2cRs2KiWb3qvP/kdcxdvJG3Hh1M7fRkXvxwOqqqV3bzTnvPv/8rW3cf5MAhN5t3HsBiNtG+eSa92jfk3Na1sZqVCku5lmWJ1o0zTij4PBY5+V5e/2w2Y0b0FcHnGcLnD7Jp54HI37/+sYZf/wj/+4Ebz4/ML3yyuL0BXv5oBsvX7mTByq3M/nBk5PvQabdyy6CuTPt9dYnKlUUu6d4Uk3z0m3O6AX/vKiDXp5IabaVeihMk2J3jZ2u2D4CN+73E2BVa1ohhb66f/13VlU8mLzx5BysI/3GX9WzBaw9did1qrvQhGV5fkFc+mcnT70wt1/KqqvP3ht0ik0cQ/iPO6LRbTdNx+wI89dbPfDZlIZf2aM6zd192Vszz5Pb6+ebXpbRsUIPM6kms2ribu5/9mmXrdlZ2085Y7ZtlMnJoL7q0KV/hlGPh8QW44KZXWbRq+0nd7pFMe/cOWjasgdNe/vF4QuXy+AK0HfhMsR7ue4b24tFbLjrpN0WKhh9AeFL2WR/cTZvGGZHn/YEQHl+Ahhc9Ghlb3KxeNWKi7ARDKpPG31KulNtDniD7C4JE2ZTIHJ8GYCp8T+7K9eMN/pNqZzZJtKsZyxdTFvLed3/w14qtJ+mIBeG/p2a1RN59bDBN61Wr1BTbwy1etZ1zr3m+3Mu/cG9/WjasQcuG6VgtZ0WfiCAIR3BGBZ+GYeD2hquAOmwWqqXGsXX3QdZs2kvn1nXQDaPEVC1nKsMw+G3JJq66ZwJxMQ7GDO9Lw9pptL786cpu2hmvd6eGDL+yC60bpWOzmDGbTcc9N6VhGHh9QR585Ufe/mreSW7pkcmyxPmdGjFqWG8a1a5yVtx0Odvl5HvRdZ1pv69mWGG12Tuv7UHnVnVo1TiduGjHSevJdnsDJHUcCcC3426mS9u6WBSFAq+fGfPXIkkSvdo34L6XvuOjH/+iZcMa/PruHQRVDUkKV8UsT0+Eqhv4gxr5fhVJCgedsiwRVHWibQpWs0xIM9h60ItVkUmLsWIzm9ANA1mSwDDweAP8sWwT19z/AR7fkceh/tdVT43DYbewc2/OUcfsCmcvi1lh1LDzuPPaHlgtyglXzD5Z3B4/9774LR9+P79cy/ds34DPnh922gTOgiBUvDMi+HR7A5hkCa8/yK6sHKqnxWOSZRx2y1mdclh03JNmryQ+1klCrIsOg56r7GadVWrVSOLGAZ0YdGFbnA4rZsWEBARCKppuEF3GD6Ku67i9AbIO5jP0wYksXbPj1Db8X7qdU4/3n7wWuzXcC+pyWE67tPL/oqLqtpIkEeW0EghpWM0mFqzcSvehLxdbtlpKLIu/fpCYqJNzA83t9fPWl/OYNHslv064IxJIenwB3vpyHr07NqJ+Zgp5BX627wmPB3U5rOWvaltYvdtssbB4Rx7ugFrmGNHaSQ4yEx2omsH+/CD78sNBk8MikxpjRdUNYuwKfyzdyEXDXz8px3+2iHLaqF0jiTrpyQzq25ZzW9YhqKrYrWZCavhGxuD73q/sZgqnUJc2dZnwxDXERTlOuFL2yZZX4OOCm19l2dryZWm99uCVXHtJu+O+ASwIwpnnjAg+ITwpsSRJWC3KWR1wlsbnD5KT76XV5U+Tm++t7Oac9WRZIj7GyfzP7qNaavGJrv2BEIZh8N30ZXw3YxnT/lhz0sfqHS+zYqJBZir1M1NpXKcq11zcDqe95FQbwqnj9QfZuz+X4Y9/znMj+1EnPQWHzUwwpBEMqWzcsZ+bHvkkMtF6704N+eS5YZgV00lJP8sr8KJqemHwa4t8d3r9QXTdKFdvuappeLxBHDYLZrMJXdfRNIPp89fyy7y/uax3KxrXrkJirJNduX5W7i4otr7DYuKcjFjMJolN+7wU+LVS95MUZcaXn0erAU+d8HGfqWKj7KQkRtO5VR1uGNCJ9KoJWM0KvkAISQqP1d2Z62fRrnzsZplEp4VmKU6aXvIY8bFOAkGVjdv3l7pti1lhxJVdmLlgHX//az5Y4cxRJz2ZlT88gqbpFHj8WCwKjtNo2i2vP8iD437grS/LzgSSZYmLujblsl4t6N2xEWbFJOb3FIT/kNM6+AwEQ5hM8mmTTnIqBEMqwZCKqukoJjky5iqvwMedz37FFz8vquQW/ndkzXu+1F4ojzfAiCc+46upSyqhVeVnVkxsnvYkSfFRld2U/xx/IEQwpDH191Wc17Ehv8xbRYEnwKC+bYqNo9R1nQJvgK7XvRiZ97JFg+rcenU3Lune7IQrNee7fbz5xTxmLVjHcyMvo0FmKppu4LBZCARDqJqOYVAiCHV7A8iyRNaBPCbP/ZvFq7ZTu0YSj4zoi9vrR9MMVE0j8ushgdWs4LBbWbk7nz154SJwUVYTDdOiMMsS67OOfOPMYZGpn+bk66mLuf6hj07ouE9353VsyFV92lAtJY6UxGgSYp1EOW2E1PBNCQkJu93Czlw/u/MDHPQEOeQNke0NEfhX8bkBjRKpkxSF1x9EkiRUTePbX5dy+9NfAtCyYQ1uHNCJqy86B7Ni4vE3J/NMOQvBCKcnh81CYpyTxLgo3n/yWmrXSMZkkvEHQygmGQzwB9Vin2td15FlOfL/ijRj/louGvFGmc8Pvugcxt1/BQ5Rr0AQ/pNO6+Dzv8gfCLFq4x5emjidic8MLdbLW+Dxs2rjHroPfakSW/jf8dVLN9G3a5NSfxyXrd15RqRAX3VhG15/6Kpy93IJJy4QVPlk0l88/OpPWC0KU9+5nYRYVyRrw2Y1F1avNlAUE8GQyuBR7zNpzsrINhw2C5umPUFctPO42qDrOrpuoOo6P8xcztDREwGIcdnZOv0pVm7YzdxFG/hsykI6tqjN7YO7kZYUg6KEU4K/+HkR035fzb7s4r2YTrsFp92KzaqQFBdFSmI0iklGL5xqpXvbetx0ZWcMJIoK5XoDGpv3eylPwW6X1USDKk6CIY1r7n+fSbNXHn2lM0y7ZjWZ+f5dGIBf1fEENPIDKoe8IfL8Ku6ghiegsiPXj1qOuW5sJokL6iexpyDAQU+IBilOGic7mTJvFS0bVCc+xonFrFAQ0lA1A5ciMWfhem4a8wk5IpPmpEiOd9GrQ0PaNM6gWmosZkVBliU2bt/HlLmrmL1wA7peMRkyVZJiuO+G3nRtW4/NOw8wdPRECrx+zm1Vh89fGIbTbsViVggEQ1gtZnz+YIVXw3V7/SR3upeyLi9/fvs2urWtV6FtEATh9CWCz9OQ2+tnz/480pJiSqRMuj1+Wl/xDNv3ZFdS6/47+nRuzIdPDyk1bdXnD1L/wjHsP1RQypqnn4u6NuW9J68VKbinQIHHz7CHPioWTAK0aliDKW/dRkyUHa8vyNj3p+G0W3E5rDzy2k+4vYFiy19zcTteuu/yo940MAyDAk8As9lEMKhis5r5Y9lm9h3MI9/jZ9QL3xEMqUfchiRJTH/vTrbsPMBNYz45vgMv9M6jg7m4Zwt25ATxBY/tgluRJarGWYl3mTGbZJI73UOBx39C7TndxLjszHz/LlJT4nh70Z5yBZjHwiTBVS2qUDXGRkDVWb2vgKW78sn2hgCIt5sZ2DSFPXsP0vW6F/EHQid1//8lFovCxKevo1eHhuzYe4j1W/cVztsbQtN1mtevTovCGwCbtu/nwVd/5Nc/1pyy9qUkRPHNuP9RJyOZGX+u5e7nvmbx16MrPBsm3+2j57BxxdK7r7+sA/16tqB+ZiqJsS5sYq5fQfjPEiO8T0Muh40aaeEekmBILTYQX5IlFn55Pz/NXslbX8xlSSUXujmb/TxvFcvW7qR988wS44w13eC8jg35ZNKCSmrdsZm3eGOFzG8qlBTltHHP9eeVCD4H9W2LXNgdaGCQk+/luQnTytzOxz/9RVy0gx7t6tGhRa1Spz1RNY2N2/fz7LtT+fWPNeQW+Jjy5q38vXE397/0fbnbbBgG6WnxHMjOL/c6ZZky72/69WpxzIEnQIxDISXGypS5f/Pn8s00rVeVQ7ke1hamJJ/pJEli07QncdgsGIZBvSQnq/e5T+o+NAM+WbqnzOcP+UK8uWAX17dM5fMXbqD/HW9FpsgRjs2l3ZtxUddmvPjBdMa8ManM5ZLiXAy9rCOfPT+Mrte+wKpNe09J+/ZlF3D3c1/x3avD+fznRew/VMCPs1Zww4BOFbpfq0WhT+fGkeAzxmXnxVGXi4BTEAQAxNXoacpmDafH/LsCnNNuJdplZ9CFbRl7T/9Kat1/x7CHJuL1B1HV4kVSZEli/ootldSqYxPltHHntT3C01oIFc7tDfDSh9Mjf7doUJ1XRg/k2kvaE+W0FVaxlul+Tv2jbuvVT2bx1Nu/EAyVXqQnEFTpf8fbfDV1CbkFPmxWM22b1mTCN78fc7uvuPsdenZoeELp2RlVE/jixRvxhI49mJEJ93wC9Gxfn7uv68kXL9zIjPfv4tm7+x13m06GaJeNxDgXqYnRxz2dV7WUWP7+4RHkwqloXvpt20kPPI/Fh8uyaN2kJi/fd3mltaEsVovCO48O5sVRA0ivklDZzSnTV1OXMHnuSto2yzjicgdy3Ix9bxpvfDaHz1+88dQ0rlC75pkAkQyCU1Egz2oxM+C8VpG/r7qwDYGjZF8IgvDfIXo+T2NHGpchyxK6yJiucLv25dL2imd478lraVY4ibcvEOT7mcvYvONAZTevTPExTlo3Tqdb23rcdHknAiENm9WMYRiiwEMFUlUNWZa4sk8bzj+3ERec2xi71YzdasYcuZFkUODx06F5Jr5lr9Px6rFHnKrn5is6lxoQev1B3vx8Ljl5HmRZ4onbLub6/h3ZvS+XTcfx3ly2dieBYIiWDWswb/HGY14fYNvubH5fuomWjTKol2REKliGC6lpGEjokoyqgSeoYTbJZBUWJ6qdZGH3vhx+XrMJ3YBvpy0hO88DwE9v3MKytTv58pfFx9Wu49WsXjVeHDWA1o3TCak6hhEep7t5xwE+nbyAH2etYOuug+XaVr7Hz29LNnL5+a3YtC+faKuCL1R583TqRjgAvbFPW7buzuabaUs4p2lNpsxbVampuFaLwqTxt9CuWSayLHPjFZ0JBELsz87nrxVbmDLvb6bMXUUgWPnBzOTxt9CgVhrXlHOqm6ff+YUrzm/Fu48N5sYTTG8vj3Oa1mTMiL4oJplh/Tsyb/FGDuV5CATVk1JN+0gyqyXSrllN7ry2Jz3a1Ss1c0MQhP8mMebzDOb2+nnktUl8M20JB3Iq7w76f8XA81szcmgvPpm8gAlf/35aTvDeu1NDXht9JYlxUQRCIcyKiT37c/ltySauvbgdyn9smqLTVVE6fZ7bR4+hL7N+WxaqqmO1KNTNSCElIRpdN3DYzTx6y0XUSItH03UcNgvBkIbDZkGWJbJzPUQ5razdvJe9B/Kw2yz0+d/rx1XcZNCFbRlzS19UVaPJpU8cd4GUUcN6c+e1PRg86n3mLFoPQGyUg+qpcbRunM45zWoS67LTrH51ZEkiJTEaSQLDgORO95Qa+OyZOxaTLPHrH2u45v4Pjqtdx6J2jWSeG3kZXVrXwWxR2JTtZUu2L3LDr2GKi1RH+OI9O9fNxz8t4Kupi6mSHMttV3ejYe00TLIcLjqzbT+vfDKTtZuz6NGuPlaLwvWXdSSjWiITl2VxyFu5Yy4TnWauaZ6KGlIxFc5z/NFPf7E/u4B2zWpSLyOFv1ZsYdSL35Gd6znm7ZtMMuc0yWD3/rxy1Sr46NkhXNqjBd6gzs6cAHaLTIxNwWqWsZllTJLEuq1ZlT4lzwujBtCvR3PaDnzmmM5LepUElnw9mh7Xv8yK9bsqsIUw/b076diiFpIk4fYG6DXsZXILfCz+evQJV9I+GlXVItWXi+YYFgRBABF8ntH8gRC+QAhTYara0rU7ufOZL1m/dV8lt0w4URlVE6hdI5nYKDsmuaiaqM7BXDdZB/PJOphHvtuPySSTHB9FamI0917fm14dGkR6yUKqxsr1uxj++GfM+uBuUe32NOHxBdi+O5tXPpmF1xfkxfsux2o24Q+qxEU58AaCYIABSBJEO234AiGuumcCPdrV545revD3hl28+slsdu/PZe6ijUx4YjAXd23GwVw39S8cU+62RLtsvDr6Ss7r0AADWLsli7hoO6mJMbg9Aa4c+S6yLB3T2HK7zcyGX57gtic/54eZK466vKLIqKpObJSd3AJfqcvUqpFEo1ppvPbgVezIOsTLE2dgtShYLQof/fjXSRmz2LN9A5rVq8bMv9Yy4/27UBQTu/OCTN1wgIOekgGiBFSNsdG2egwZsVaMwgrDDruFHJ+KT9XQDXBZTFgMHZfDii8QQtMNwMBisTDu922EtMr/Cc6IszGgaSqzNx/CLEu0qx6N1WzCZJLJ8YawyLBl2z6GPjSxXL8vkiTRq0MDhl3WkV4dGiJJ4SA0r8DHgZwC8t1+Ro/7gT+XbS6x7pgRfRl1Q2/WZ3koLUNUlqBOioNxE2fwwfd/cuBQAc3qVaNmtUTSkmJIinOxZVc2K9btPK6hERlVEzCZZLbsPFhmtdbqqXGs+P5h2l31HBu2Hfvv7TN39aND80y6XPfiMa97LFZ8/zB1M1KA8HRtwx//lO9nLOfnt2+jc6s6og6AIAiVQgSfZyi3N8CS1dvJyfeyetMeXHYrA/u0Jspp49NJC3jq7V/OmEqsQnFX923LKw8MJFSYwglS4QW6hskkY+gGJpOMySQjSRKBoIqqhtNqDy/o4Pb6aX35M6yb8hgQHvMjqt1WrqJ0t6LxV7puEO2ylZkKrWk6Hl+ANZv30m1IeIqljKoJvPv4NdRIjefGMR9HvgN+emMELoeVrteVbyqmF+7tzy2DujFv8Qbue/E7lq8L98LIskTz+tX5dcIdOO1WAkGVfLeP8V/M5f1vf2f/obKzLNKSYvjx9RHUqpHEBTe9ysK/tx3D2Tm6S7o347Fbwz3BvkAIp91Kdq6b5et3sujv7cxduIFl63Yec9pojbQ4Fn31ICaThGIyEQiq/LzxEBsOln8qkqrRVtKibaw/4KYgUHyMrsNsolW1KA55Vbbl+FBkCb+ql5iz83RiN8v4Qv+079oWqSTYFRas3MrY936lanIM+R4/P89bFVnGalG46sI2PDz8QuKjnVgsCv6QTq5XJaDqxNhN2M0mJAnMJol92QV4vH627c5mzsINHMx1M/ae/kQ5bOzKDZDvKz21NtFlJinKUnjTwUAr+k6UpPBdAcKfrZw8D8Mf/4wpc/8+6vE2r1+NJ2+/hI6taiNLMgUeP69+MpMYl51m9arz5S+L+HTKIoZf2Zk7r+1Bdo6bdlcd33RbGVUTWPzVaAbf9z4z/lpbOPXSybdr9rMkxLoAyM33cv1DH/HLb6uoVzOFPz4dVeG9n4IgCKURwecZTlU19h8q4Jl3pzJ30QZ+fus2YqPtyLLM+9/9wXMTpnHwLEzJffKOS2hevxp9h5c9kfWZxGpR6N2xIcP6dyqsbFr8ouDfVY/9wRBmk6nMO9cFHj8PvfojH/34F0/efjGfT1nE75+OwhcIEQypGIZBtNNW4ZONC+WnaTqSJOHxBdANA8Mw+PbXpXw+ZRF/Lt9SohfmfwPP5ZZB3YhyhHtGqyTH4A+GSOl0b7n2d2Wf1rx47+XU7fMwHl/JFHJJkmhWryqrNu3hhXsG0KFFLRrWTuPTnxby4sTp6LpOgTdArepJGLrBvkP5zHz/Lhas3MqVIyeclHNSlrhoB7WqJ7F190Geuasf53VoiMtpjdyg6T705WLTPBzN3z8+QvW0eH5YfYD0OBv1kp2M/3NnYS+lUKRqtJU+deOxyiDLMopJ5qdZK8hz+6hZNYFOrWpjNisoJhPZnhDZ7lCZ59BmlkmJtmCSJUyShFmR0PXwmPQ9uQHyygg8D+ewyDgsJkKagT+kE9J0inZnUSQSnWZiHGam/raKKXP/xh8MsWPPIfYcyKNlg+p0b1ef5vWqUaNKPFFOG4qi4A1qHPKEcFlNxDnDhf+WrN5BtdQ4qibHsmd/Lk+98wtf/bKYkFp6IbDyePbuflzWqwXJ8dHku32sWL+Lq0e9R7775EwtVBTgOgt/S3LzvQy482103SDKZePaS9pxYecmogKtIAinnAg+zxIeX4DNOw/w1Fs/06RuVf43sAs2qxnFJOMLhDDOsouoKJcNs2Li5Ykz+PznRazetLfCJvGuaC0b1mDS+FswKyZcDiseXxDDMMjO9ZBX4CUtKRaH3YzLYUPTdAq8fmKjHGVuz+ML8PeG3XQf+nKxgKV6ahwXnNuYPQdy0XWDr166SaRdVbJQSCMQUnHYzMiyzPY92Tw2fjI79h5i/vIt5U4nvfOa7tx+bU9iXXYWrNzC2i172bBtP1/+spic/LJ775Z88yBVkmK4bvSH/PrHGqJdNs7r0JDVm/YUm94ks3oicz4cSXysk+05fqrF2DAIp0D6QzomWUKRJSRDJ7rtnSd4Vo6PJEnUSU/m21duZuIP83nhg+lHX6mQb9nrGIbBEzNKpoEKxUkS1Ii1E1A1OqfH4JQ0Ylx2XA4bQU0n2x0i16dyPFcWFpOEZnBSg36LIpGRYKfoq07TDQwj3EGqKDKabhBSDfwhjWxPiID6z75dVhmzFqTJpY/h84dIjHOd9Ju5VotCo9pVuO+G3nRtU5dn3p3KuI9mnvB2b7y8E8/edVmk6JfXH6RG9/vZNPVJJEnCalGwmJXI9E+CIAiniqh2e5Zw2q00zEzj7ccGYzaZyHP7SIh1IkkSmq7TafDzJ3SX9lQqz/0Qw4Ba1ZN49u5+XHtJe1wOKwWecPrW19OWEBftIDbKzs/zVjFzwXrSkqK569qeuH1+nn13Kv5A5VdKBOjati5T3rwV3TAIhjSm/7mGVz6ezeyF6yPn4frLOvLy/ZdjGOHUsiMFnv5giPVb93HeDa+UOI87s3J45+vfgHCKmWEYqJqOIgLQU67A42fVxj38PG8VB3IKqFczheb1q2OzKHw+ZdExb2/cx7MY9/EsYlx2Orepw9uPXk2My8H85VuOGHy2GvAUDw+/kE/HDmPdlr1UT4vHHwgRF+0kEAqhaTrJ8VGoms6WbC/PTN4AQKxNIclloUmqi205fg75QtzeKZ0/lx15jF37Zpm0bFSDz6cs5FBe+VNayyP8ftZIio+KvM/LY1Dftnj9QfZ7T4/vhNNdlEWhW0Y0CU4r0/5YzdDRE1n89Wh0JPbkq5xI3BisgPGvQdVg4z5vJMgyy+FeVgBPQCuzvSZZIsEuc+H/3sXnD6dxV0QWUSCosnTNDgbe/S5d2tTlu1f+x5e/LGbvgbzIMud1bEj/81rSpHYVUpNiGPfRTF79ZFaZ27SYFW4ccG4k8ATw+UNc2KUJsiwRfZzTBQmCIJwMIvg8iyiKidgoB7pusHLDbtzeANXT4pEkiYRYJ38sPbvu6m/ddZDWl68FwneP62WkcH6nRgy6sC2H8j0UePy8OWYQiXFR6LrOH8s2E+Oyc8tV3Vi9aQ+PjZ/M7AXrK639l/VswafPDwPgtY9m8tLEGSXG6bZqWIMX7u1fYr7XslgUhf3Z+cRG2VEL0zhdDiuyLLFtd7jSZIwrXFAmseNI3nvyWi7p3gzFJKrgnkqKScZmVXB7/Sz6exsTf5h/Urab5/axZedBZElm3Mcz+HvjniMu36JBdUYO6clbX/5GKKSy92A+4z+fgyyHK5S+9ejVqIqVd//aiVfV6ZwZR/0kJ9VibZhNEjP/2kCXulVIjnfhD6qkJsUwfcIdbNi+n3y3j7e+mEevDg25/PyWNK5TFYtZwWIxM3Zkfw7kFPDxT3/x8Ks/nZRjd9gsyJKMRTEd0/t54cpt5OR70SUTTdOi2JXnr/QKtKezOIdC7qF8zrlsXKRAVPurnuXJOy7huks7UOANoEkKeT4N9TTJuDH4pzdV0w385bjP4LKa2H+ogKsvOocubeqRW+Dl7ut6YreZef3TObz26WyCJ3nuyrmLNjD191XM+uBuNu3Yj4REg1qpWMwKM+avZe7ijQy/sguzF5b9u2W3mZk8/lZq1Ugq9ni008Zd1/UUgacgCJVOpN2ehXRd59c/19Lvtjd58o5LGDmkF3c/9zVvfjG3sptWKew2MyFVixR1SK+SwA0DOnL9ZR0JBEN88fNiHn9z8inrDZUkiSduv5iRQ3qhaTpub4Bla3dQ4PZz7egPirUjymljx8xnyj0ux+MLRMZNhWtvSIVBaLhnaOrvq+nSpi4pCdGcf9OrKCaZT58fRoy4IKkUXn8QTdNZvzWLq0e9x469OSe0vT8/G0Xz+tXJc/vIK/CREOtC03S27T7IjPlryfcEsFvNuBxWOrepQ2KsiyrJsdhb3FpiW689OJAbBpxLUNMJl70CX1Dlo58WMXvxJmYu2IC/cK7Fh2/sxZ2DOrNuaxaT566kfkYqaUkxtG9Ri/Vbs1i+bievfTKb/13Zmct6teSQP1zQJinKzLCHJvLFzyc2f+crowcy+KJzOJjj5s/lmxk6euIxrR/jsvP4bRcTH+vk/E6NmLIhm/UHTm7P7JnIZTFxTvVosn0qBz0hDniCtKkWTSAri8tu/z975x0eRdXF4XfK9k0vBBIIhN6rSJPee0eaFEVREUFEFKXZG4oKqB+giKKAIkVEREAUBCz0DlJCDRAgJJvtO/P9sWEhJIQEQnXex30kM3fu3Jndnb3nnnN+55Os7c0G6lYrTruGlenRqjpJaT6c3rt3ihEfpsdilPH6FNweHyajHrvLi6AqHDlxlk5DP77h7+yVxEaH0rdDLcQMEbJ9h0+xcNUWzEY9qz5/hoPHkuk+/H/ZHms1G1j2v6GULV4Q8xV1wj0eH6/9bynPDmiuKZ9raGjcVjTj8x7F7nRTtOloFEXhx4+HMHDMLA4ezV0x9P8KsizSpn5FRvRvRtniBXnqtW9ueBKcG07+/jahQWZ8PoVzF9KZveRP3B4fTWuX5eDRZPo+n7lg+e+znqVS6bhAnccruajsmZOBqihKQFxIVVW8XoWHx8yiZ5v7aFa7rFb/8zbj9fpId7ho9sgHeRLKuZwvXu9Pm4YVsZgMvDltGdv2HeP4qRRS0hxsXTAGt8eLy+0Xm9LJEoqi8tf2Q3h9Cl2e/jRLWP4/347mQrqLVkOmgSDg9SrZ5lVXLxPHsqmP0nLQB1lKsuh1cibvkCgKLPvfUCqVKUKyXSHMLBNkEAmvPTzPip+SJNK1WTXqVitOv4610etkSrcey5GT5/LUz5U82bMhLz3ehukbk7B7/PckwqyjTLSFM+lujl9wIYsCLq+C8w5Wq80P6hcNwZuczJnzNiqWjKVYXARHk87T4ckp1zS6xjzemid7NeJ46tVDW+8GBPyeU6tBQicJSKKAoviICjby9/ZDNBnw/i0Zx5DejRjcvT4VOky4apslHz9J3aolsv0tSE6x0erRD3llaAfqVi2uKZ9raGjcNrSw23sUl9tLmWIF+HtHIg375670wn8Nr1dh0aqtLFq1lccfbMDnr/Vn0vM9aP/klHwvEXE5j437CofTw5yJg2jYf2KmRYFKpWKztP/gy5VMHtOL0CC/d9Jmd2E1G/D5FBRV9b98CuRgfF6uaisIAqIo8OGLPZBEUTM87wBkWSLYamL59KdpMuB9dh04mafjC0WF0KFJZVJtTqp2fpWjSecpGR+N2+Pjs1cfYvfBkxSOCeeTub/z29/7WLlhD52bVqVbi2pULluYo6veZM3G/bjcXprVLYdB56+habO7KBwdyoGMkO0riS8YxpIPH2b8lB+yrQV6ZViioqh0GDKVv+eNJjQ8BJ+iIksip9a8yxMvf80TPRsSHW6l/ZNT2Z94Okt/De4rxfCHmlAyPprIMH8JiWCriY/n/MaYDxdlq9qbVw4eS8aol2leKpwLTh9loq2EGP3CLF6fEvBInbW7mfbnsRs+352KKECVgkHUHTHluhYuDx47i4CAWS9hc90degPZoZdFIs0C5y+k8/vWgxw5eY7k8zbiYyPYsPXQLRtHrzb3MXPhuqvuf6B6Se6vlHDVRUirycCKGcORJRGdTnvma2ho3D404/MeRRIFisVF8veOxNs9lLuCj+f8xor1u5k6the/zXqW9k9M4Zf1u2/KuRb/uo25EwexZtO/WSZ12RmCC1dtpfH9penZpiYut5fQYDMutweny4vH66P5I5P44eMh6HQSBn3uwnOvJVykcesRBIFgi5FZbw6gRrfX83Rs0tlUfly9naZ1yrJp/kus33KABveVwudT+HLxBpau2cHxUynsuCwH9PsVm0lKvkDnZlUZ/GBD6t9fDq9PITndS8FQAZ+iYldUNs97llV/7mfagg3UqRRPh8aViA4PAkFFLwpMnr2aKV+vzvVYHU4PJ09fIDYmHKNOwutT0MkSU17qicVswOF089fcF3A43Rw+fpaYqBD2HT6FIAjcV7EoRr0cqIuqqipp6U7+9+2aGzY89TqZDo0rU7VsYXyKQuloK7IoIl2mBiqLl76f0VZDwCt2L1IqysKegyevO2KmX4daWM0Gjl5Iz+eR3Rp0koBFLxFigEfHfcXClVtu21jqVitOiSLRTP0m+9SZzk2r8umEPlhMWSNjLqKoKlazAUny14zW0NDQuF1oxuc9ikEvUyAi+HYP465if+JpWj76Ic8NbM4Xbw7g8LFk6vR++7r6ii0Qil6WstTR7NqiGv071iHYaqR2zzcz7Vu+bhdP9GzABy9052jSeYoUDMdk1GPQSZw6m0bBBs/RtkFFYiKDOX3ORkSohQIRwfww9UmCLcZcG54ady6iKOJy5z33WFFUeo/6jDkTH6FD4yrMXLCens9Oz9Eg+/6Dwf66jLKEAASbZFIdXgqGGjDoROZuOY7doxBskKlUMpbPX+mNXhYQBYFJaxIpGmaiQ/lofvxte57H61UUDLLIPzsSWbZ2J0/1aURQRh6ayajH7fESFmJh3+HTvPD+Arw+hY9e7IGqKAHD80KaA0GANoMns+eysjDXgyyLzP/gMWpVTgiUvbkWTq/vqoanCJSOtlC2gJW4ECMnU138uOs09js4TFcSBQpY9RQMNlDAJFEqykKf52Zcd3//Jp6hatkihFtk3D4Vj0/F61PvGBEi8Ht39ZKIy6sESgeFGEUsOgFFUVizcS/vzfzlpkbCZEfZhBgG96iP1Wxk275jDO/XlNf/9xN2Z9bv86hHWjByQPNAPc+rYbhMtE6LdtHQ0LidaMbnPYrT5eXYqfwVQvgv4PMpvDFtGR/N/pWjq97EaJDzJET0aLd6jH2iLSaDHq/Ph6qCetkUVUDg5Y+X8OXiP0lLz1xM/I9NB3jtk58Y92RbZMkfDquqKmfO2Rjz0SKUjPp0dauVoFHN0oiiiE4WMWWTB6px93LidMp1H1sqvgATZ/7C9ys2X7NthVKxgbwvj9cvShVklHB5FZLSnDxY5VIIuFdR/fUQfSpWg4ReElifmIJJJ7J02tNMmvkLE6YuyfU4h785j2kT+lCpdBw1KsSjqmrAqAS/F9Lj8VGjQjyJ758lLNjC3kOnqFU5wT8BV1VkWWTZmp1ZFKLziiAIfPPOI9SukoDFdPUJvMfnz/E8Y3MTYpI5et6ZpU2TEuFUiwvBIIt4fSp2tw+HSyEu2MgzDYpx7IKTH3ad4uwdVtalbLSF9mWjOHA0mb+2/8viLQdv+N4+/cZc/thygAolClGhZCHiYsKICgvCoNdhc6ucTffeVq+xKEBMkIQtzUFcZBDpTg96ncTCFZt557Pl2YZ93wqqli3MrzNHsHbjfo6fuUCnplX59a+9WWp/yrLItAl9aduw0jUNT4/Hx+LVW6ldOYHIMGuu1dM1NDQ0bgbaE+geRVVVTWDoBrDZXSSeOEv3ljWYtWjDNduHBptZPPkJisVFMmjsV/y0ZkeuzxUbHUrnZlV5tPsDFIgIxpARVnjuQjoj3vqWRb9uZXi/phxd9abfQLAYM03UNe4tEk9cv2DOmk37aVmvPMv/2IVOlhjzeBuSzlzgo69/5c9thzKJ+lxeW16WhED+pSAImGUJRYWTKW58iopeFvxlewx+j+DFHL5V/57jbLqH4f2b8fyglmzfd5yaPd645jj3HEzii0Ub+OjFB/F4vOiymQzrdBLpDhc/fToUt8cbMJQvF91qXb8CLR8oz7GkFF54f0GevncXMRl01KlaHNNVcuV8ioJPAUGAH3ae5t+zV1fBrVwoGJvDx1G7K5PIzgWHD1kSiLDIPF47nrN2N3O2nOS8484wQo9dcOLx+mgxaFK+1bL0eH3M/uHPLNtLFyvAG8M68UCNkqS7vKS6wXUbFHFDTDKnk1Oo2vlVZFmkTLEYUm3OGxasulH2HjqFoigMfOkLTp/L/r0IsZpYNOUJKpQslOOCyUXSHS4+nvMbw96Yx+IpT1K8cBRWsx5RFLHZnf4yRbnw9mtoaGjkB5ra7T2K0+UhvukLpNqyrs5r5I5JL3SnUFQo3Z/JLGsfGmzmmYeaUCg6NLCtSe0y/LMjkUFjvwzUvssJvU5m7BNt6NKsGtERQQBZlGy37T3GG9OW8cbwTkSGWTV5/P8ANruLp16bw5ylf1/X8Wajng1znqdkfDTpdhcWswFFUUhLd+Hx+ijZakxAHblOlQS++2Awep2UZQJ7zu7GpJPw+lTO2i5TqxUgOljHmkPn+WnPpcWtaKue5xsn4FMUvly0gb+2H+afnYmkpNpxuT28PrwzDe8vTUSoFa/Px/R5v1OlbBEa3lfquq4zO2x2J8v/2M3k2b+y++DJXH0PL1KqaAFWfzGC0CBTloUdRVERRYFtJ1JZsvtMjmGjwx8oygW7L0eBHVGAyCAdwUaJGX8f41TapVBKETDrRbwKt1xJt1O5SNb8vpURb397S85XNDaCJx5sQP9OdTiScuu9oJIoUDzSQOvBH91xNbD3//QKgyfMZuWGPVn2FYoKYcVnwykYFZLrElwut4dCDUYFwnbrVivO4w82oG7V4mzZc0xTv9XQ0LilaJ7Pe5Rjp85rhucNYs7It7yS2W8PpPH9Zfhi4fpASO3n36/jtf/9hM+Xuwnjl28NoGntstmWTrlIQuEoPhnXm2Cr5um8G7k40ZNEEbfHm+mzIYgCFpMeAQGP14coCAiigMfjZVU2E87LqVImjs7NqtGkVhlKxkdzPtXOwaPJ7DpwggIRwRSKCkFV1UAoniiKhASZuJDmoFHN0gHv4LotBynZ8iVefboDfdrdj9V8afIZZJA5b/cQadGjDxU5nerGp/hrc+olkfhQf9u4EAPHLrg4bXOz5XgqFWKs1K9fmfYtamDWSYiigChAUqqLvcnpJJ84RbBR5um+TfL9M201G2ldvwLtGlVEEETcbi/nUtM5cSqF1X/vY/p3azmalH0qwr7Dp5j4+XLGPt4WvT7zz6KY4SIuEWlBVXMOxVTxe0hzQlHhdKoHj1flkZqF8SoqcsZ9urhfAHaeSmPRjtNcrwlqlEUSwk3sOZ2eqz7+OJLKI13r8ua0nziTT97PnDh8/CzjpvxAn/a1iA7WcSrVc9PPeZEgg0S4WWT+8k3sPXTqlp33WlhMetIdbiLDrBlK1f2Y+s1q/tmZSESohcE96vNUn8aYjXp0ucjbTLU5kCSRoyfPZ8oX/WPTAY6fSuG+CkVpXrfszbwkDQ0NjSxons97EJvdxehJC5j27drbPZS7lvo1SjL/g8HU6PoaiRlhWKIo8mTPBjzTvymnzqZR68E3r9FL9rRvVInprzykrTTfoyiKgtPt5aOvVvHeFytIS3dROCaM8BBzwItWNDaSkvHRKIpCusPtL38gS7R8oAKVy8Th9Sqs2/wvJ85coFhcJO/M+Jm1mw5gMenZtWQCESEWJClzmJyqqiiKmmm7x+tFUUAn+7cdPJZMi0c+4MSZC4E2kiSy5fuXKBYbmelYVfXneOokAUWFc+keIq06nF4Voyygqqo/bM/l5dP1R5FEgacfiGfl/mQSU67udTTKIt0rF0In3Zwwv8vzRz0+BUXxhxWrqkpS8gW++3kTVrOe1X/t4+c/dmGzuwB4qk8jxj3R9qphjC6vgs3lZXtSGltPpHHBmTVk9ul68dicCmnOS55PERBFyM6RadSJgXFevm6llwRiQvVIosA7vx68pvFYMEhPuZggzts97Dplo1i4iS6VYlBVvzGc5vLh8vowZuSRKxnntLt92D0+/jlygQerFuTrH/5k5LvzA/fkVlC3WnEWfvQ4NqeXi7MRQZJQEPFk3BSdJCACPhWcHgWHJ3cmuSSCLIqIgv8+GGQBWfXh83rp8vQnbNlz55TKee3pDjza/QGsZiPpDheofvEth8tN0plUCkaFgJA1QuZq2OwuHhv3FWs27qdJrTKcOW8LeFJb1ivPV28PxOdTsJoNWsithobGLUUzPu9BPF4fXy/5i8ETZt/uodyVRIRa2LF4HGM+WMyOf4/x9oiuFI4JIzjIxJGT5/j4m9+Y+9M/XLDlPqzvcvq2r8X7o7phNuk1j+Y9it3hptVjH3Is6XwmQ+9ayLJIy3rlaVKrLM3qlKVwTBgXbA5/TlZGfVaH00NocO7K5KSlO5k48xee6deUYKsJj9dHWrqTPqM+49c/9wbaFSkYzvcfDqZooYiripf4FBVJFEh1+gg2+r0udreCXhaQRYGz6W5UVWXRrqyeJEGAGKuBSIuecLOOouFm5Js84VVVv0DX8RQXLq+KUScSbJQIMkr+eAUV0uxOGj70LnsOnUIUBeZOHESj+0vnmEfnVVRsLi8z/zlOqUgzsiiw4Yj/PR5aL570y4zPUJNEuNmfL+vx+khzi5zPg9hQ6RgTr606gJKDrVUtNpg2ZaNw+1REQUAW/R5Yh1vF7vYLSeklv2fVl+FVBf97IgogCgIGnYDPpxBR+xk8t6EMR5mEGErFR+PxKgRZDBSKCiWhcCQJhaNQVZXDx89y/HQKJYtEc3+lYkSGB+HwQYrdh6L640/UjGsLNkpI+LAYJARB4FRyKm6PF7fHx8adiXy/YjNrN/57W67zSupWK06nJlVo27ASEaEWBNWH2WwOlB+6EY6fTqFEi5coGBXC9kVj8fkULqQ5mPH9Hzw7oLmWxqGhoXHb0IzPe5RTZ1Mp2nT07R7GXUm1ckX4deYzJCWnEhZs5tN5v7P0tx3sSzzF2ZQbq1lnNuqpXSWBJR8PyafRatzJHDhyhndnLqdiyVh+WbebZWt35ul4i0mP3ekhvlA4fdrVwqf4qF25OI1qlspVuQSH082ClVvo3LRqpvwwm93FnKV/8dIHiwOLKLIsMmFIe7o1r0bhguEoipLFI3LRq+j2Kv5QUdHvUbyohquXRb7ZfByLXsKilzma4kAWBR6qURiA92etolalolQqHZdjTcJUmwO9TuZI0nlOn03F61XwKQrVyhVBFP31UHOzcKOqKqkOH2dsl0I6RcEf2ioKEGH15156vD7aPTGFg0eT2fvTy6gqmep7XonP50OS/Pc/LS0NnV7PnK1n6FChAA63gihAsF5FVXx8//33HD16lPLly9OiRQvO2CHddW3PnQCUijFx2ubm0w1Hs+yvUjCIZqUjMcp+kagzaZeMWkkERcm5BqkASIKCLKicOnuBdz9fzhcLry2udidQtWxhhvZpTKv6FZAyVL/tLi+yKPLX9oPMysg7Pnz87O0eahaGPdSEprXL8v4XK1jy8RAOHjrEpo0bKV26NKVLl0avzx/1cpfbw8h359PqgQo0vr90oBSXze7yh/xrC58aGhq3Cc34vEdJtTko8MDI2z2Mu5byJQpRNiGGn9bsuKHi9c3rluOtEZ0pUywG8Hul0+0uREnEZNDd8Oq2xp1Jut3FwDGzGNqnEdFhQRw7lULtqgmUajnmuvPpCseE8WSvhjzStR5mY+4mjx6PF4/XhzkbT57D6cbjVdh98CSLf93KezNXBPYtmfokTWqXxe50ZwnzU1W/R00W/QbaebvfkBIEiLBION1eTp9Lw+f1UTQ2knNpDsKDTKzYsIeuw6fRtkEFpr70IKHBZhwuD26PF50sYdDJ2J1u0tKdjHpvIT+t3ZnluydJIq0fKM/wvo394ck+hSCzIcu9cLo9KD6VM+fSiIsJQ1FVPAqctXlw+/w5lkadPxwzxCSjl0V8iopPUXB6VPSSgF4nIl7jHnu9XhITE9m3bx+NGjdGFWRUFXQSbNm8iWXLlqFc5rbs2bMnsfHFsTl9iCKk2L3klCZu1IkUCTcwe/MJUhwe0lxejLLIo7WKYJRFPD6/RzfN6Td4vQp4fFf/SRczQk89Xi8iKotWbuadz37h3yO3p6xIfmEy6ujbrha//rX3tpVICbYacbq8uD3Ze7YNepkR/Zsx7KHGnDh2lNCIaHSyxJyvv+TMmTOMGjUKozH/UjHcHi8OpwdJ8nvec6OKq6GhoXEr0IzPe5R9h09RudMrt3sY/2l+/GQIje8vc7uHoXEbUBSFmQvX8+Qr3wCw7utRpKU76Trs0yz1Xa/F1DE96dmmJl6vDwQh1+FyTpcHm93FH5sP0KRWmRyPs9ldHD6ezLuf/8Lcn/4BICrMytgn2tKtRXVkSQyE4yqqSqpDQSf5BYicHgUBFVGAzbuPsm7LAXq3rUmwxRioQasoKg+P/ZJRA5tTKDrUH/IpCqzbfJDPF64nLNhMWLCZU+fSmPPTP5lKwlyN6PAgGtUsRbuGFSkWF8m/R05z5OQ5YqNDOXHmAlO/+Z1zqXaiwqzYnW4GdanLS4NbIQhCQNRHVf35mKIgcPy8C0HwhxKLAhQJNyKJXNXIv+gF9vl8JCUlsW3bNuLj43E6nSiKwvbt2zly5EimY6KiomjZsiV6vR5VhQIFojl4Nucw3ALBOoKMMoLgv/cXnF7MsoTHp2LSi+gkAVUFt1cJ5PamOn1cjCrVSf5FAkUB1efhh1+3sGnXERJPnLuu0jQamSleJIqXh7Sndf0KHD5+lkb9J2ZRWh7coz5jH2+Dx+Ni4fffcfLkycA+SZJo27YtFSpUQJbzTwPSlu5kwtQlfPvzRn7/ciRFCobnW98aGhoaN4JmfN6j/LXtEI0GvIeSQ1kAjZuHIAjYN310u4ehcZvweHx8NHsVL36wCIC9S1/m+fe+Z8GKLXnq56EOtXh/VHfMOYSoXg2ny8NLHyxiyjerObj8Nb9gyTVId7h4/4uVvDVjGU1qlWHuxEeRJRFJ8iv26nUyiqKS6lTw+lTCLSLzft7Ix9/8xqfj+1AmIYaJn//CsH5N/Aq+GYab34Ppz0k8dioFt8fL+VQ7/UbPylNO7I1yft27uLwKu0/ZiQ4ykBBlJvGsM1tvYahZJtKafSkLp9PJiRMniIiI4MyZM6xfv56DBw/meTz9+vUjJCo210qvBUP06HUCBlkMGNCiAOdsHjw+lcggHYIgkOrwIaIionA06Rz/7EikWFwEp8+m0ff5z9F+9m8cvU7m+UEtGNqnMUa9LvAd6TvqMxb/ug3w13CeOq4X95UvzLKlS9i3b1/geLPZTLVq1ahatSpWqzXfwm0v4vZ4Cb1/OKqq8lTvRox78upiWhoaGhq3Eq3Uyj1K+ZKFeHZAc96e8fPtHsp/ikJRIciySLrDTUqqPdfCMBr3FnanO2BoVihRkEJRIazfkjfj5L4K8bz3XLfrMjwB9DoJq8U/2cytt9RiMvBM/6Y4XR46NKmMIPhDXR0uD4pPQa/ze+CCTSI+n8rydbsZMPoLADZsO0ipogV4uEtdXC5vpnHrZZHzaU5aPvYRuw8mXdf15Ae1er3Dd+8PomaxSBxuv1hNiEniXLrf+xhklHB5VZweBYv+6oJIsiwTERHBV199RXJy8lXbXYsVK1bw0EMPEWWVOWO7thDRyQtuYsP0GGWQLnPIBptlBAQcHgWnR8GkF7AaZO7v8Qbb9h2/7vFpZI9eJ/PTp09RuUxcwKBzujyMeu97Tpy+wJKPh1C9XBF0soQgwMED+0lPv6QXoNPpGDJkCDqdLl+9nZfjcnuJjQ7h2KkUVqzfzYuPtb4p59HQ0NDIK5rxeY9iMRloWruMZnzeImIig3mkaz18isLYx9sC/h9/jf8eLreHpLOpbN3rL+Pw+1fPcTTpPEnJqXnqZ8zjbTEZc1dEPjtEUaRRzdL0aFUj18XowS+K9eJjrWj3xBTef6E7FUoUwnTZ8YIg4PH4VXP7j54Z2P7y1B/p37EOIUGmLKGqLo+P3QdPcug2C8AkJaeSEBeJoihYDP6fvxCTjE4SMepEFEVBlkSOnHNh0OVsfAYFBeHx3FhtyuPHjzNr1iw6duxIfFgQp9JUnNmEHItAiRiTP1QYf26n7jLrUwBcXr9nOcgo4PF4mDD1J83wzGdefboD3VvWINhqRCdJmRZYjAYdzz/SkmCLMYuSefny5RFFkW+//RaAggULYjKZbupYJVEMjKGwFnKroaFxB6EVd7qHqVauCC3rlb/dw/hP0Kd9LV58rDUff/MbAD5FwaDX1nb+i9idHgaP/ypQyuGTOb9hc+S9buLps6k3vIBxX4WilCkWk2dhK50s8fU7D1MsNiLbnEe9TsKglxn/ZNvANnuGOJAnG+PJajZwf6WiBN3m8g4XbA6OnDzH4lVb2fXvSRRFRVH9oj12u5Pvlm/C7VWICzNwLTknr9fLE088QVRU1A2N6fjx40ydOpW1a36nUIhIwWCZK6vQmAwiAn6VXqcXPArYPWrgpQAG2f+SRAGTQcezA5oxon9TwrToi3yhb/taPNmzIYVjwgixmjIZnoqioCgKBaNCsGQjgKUoCvv37w/8ffToUZYsWXLTxurx+li2didHk85TulgBZr0xgGCrVldaQ0PjzkAzPu9hLCYDX741kNb1K9zuodzT3F+pGK881R6AN5/pzNmUdCStaPd/Fp0sMfrRVpQoEg3AfRXj+WvboTz1ERFq4f5KxVBuMDfvWrVkL9gc2OwuHC43F9IcnE+1Y3e6kWW/V8dqvvqE1Wo20Kfd/VQrVyTQV8tHP2TrnqNZRJXcHi8rN+y5bqXf/OTwibM0vK801bu9Rvdn/sdPa3bw6597KN1mHI+N/4rTZ1P95VhyKq4J6PV6fD4fOl1mr7LRaKR48eJ5yuFTVZV169Yxffp0Thw9SNEwmcKhEqEm/6JBukthb5JfxObycFsBMEj+vE+3IuBWBDyK/99Gg44xT7Rl1CMtcj0Ojavzw69bSUm148tGnlgUxSxliS5yUZjq3LlzREZGEhcXx3PPPUfLli2xpV9freicUFUVt9vLSx/6882X/W8oQZasBrGGhobG7UITHPoP4PMplGkzlmOnUm73UO5ZhvRqyDsjuwIEhFk0/ruoqsr079Yy9PW5vD2iM4O6PUBYreG5OlYQBJ4f1IKRA5oH1GJvBk6Xh6NJ5/n2542cPpvGqbOpmE16Phr9IKBmW57lStweL+/NXMGEqUsw6GVS/pwE+IWLrhQ3SUt3snTNTvq/OOsmXE3OVChRCEnyix3Ner0f5UsUvGodZEEQGP5QE14a3Pqa99/tdvPhhx/i8/no07c/wSEhSJLI+QvpRIRaOZ+Swu+rV7Fnz548jTckJIQ6depQtmxZ9AYDhzIUcUtEm/Cp4MsQG9JLfsVeWRLw+PzlZC5HEmDV+p10HvpJns6vkT3F4iLp274Wwx5qEghFT0t3IssSHo+XoKvUn/V6vYHcTpvdCQhM+Xo1R5POIYkirw/rGFCTvhHsDjfnU+30Gjmdv7Yf9o/vnw+QJa2k151E+fLleeutt2jbtu21G+eCLVu2ULVq1f+MkNi0adMYO3YsaWlprFmzhqpVq97uIWVh9uzZTJkyhXXr1t3uodyRaO6Z/wAut5ehfRrf7mHc00z+enXg35rhqSEIAsFWf05X3w61GD1pYa6Oq1MlgZO/vc3wh5rmq+HpcPtwXxEOazToKFwwjKf7NubR7g9QvXwRFJ+Cx5d9XdDs0OtkBveoj8moY9hDTXC6PHi9SraqmkEWI23qV6DBfSXzPH5BEDLlv+p1EiajDpNRR/0aJSgSEwaAxaSna7OqzHl3IEs/fpLN373A6d/fYtVnT/PTJ0PY9+N4KpeOo0BEMB2bVMn2XKqq8t4XK1j061Zcbg+ptqt7p1RVpXefvgx+4inWbz9G9a6vUbLlGEq0HEPhxs/z4ddradysNaOeH83jTw4lMjLymtdqNBopVqwYpUuXxmKxoJNlSkSbiI8wIEuCv1anBEbZX1vVrYDvMlVzSQCT7H8ZZIEGNUrRrUX1XN5pjZw4dCyZl6cu4bVPfuRCmj9qYMyHi4mqO4JHxnzJL+t24fH4shx3uaiQ1Wzk4zm/MX7KD8yY/wf/+3YNM77/g3R73kPzFUXB7fGiKArpdhdf//gXFTtOCBie2m9R/lO0aFEWLlyYadvhw4cRBIGUlJRc9bFz586A4Tlz5kyqVKmSv4O8gpMnT9KrVy9iYmIICgoiISGB4cMvLYY2bNiQSZMm5bq/vF5vfuLxeHj66aeZO3cuNpstR8Nz4MCBCILA7t27b+EI/fTu3fuWGZ6TJ0+mRo0aGAwGOnbsmGV///790ev1WK3WwGv9+vVX7e/ydlarFZ1OR6VKlQL7r/y8HDhwgISEBJ5++ulcL4BoT6b/AGaTnoFd6jJ9/h/sO3zqdg/nnuWDL1cyoFOdgNGh8d/F4/HRpXlV6lUvASq8OrQDIwc2p2rnV7lgcyAIAq0eKE9EqBWvz4coipgMOl57uuM1Q+QUVcWnqKiqiv8xLyCJgAo2tw+vT8Gil5Ez4jMPJNtZuus09YuHU71wSKa+jXq/QVeueEGKF44CVLzZhBXmhE6W2L1kAt//shlFVZHlq69pWkx6FnzwGHaHC6fby5vTl/P5wvW0qV+BKS/2wOtT2J94msde/ppDx/ziROEhZhZ/9DgVSxXiwNFkyibEsGjVVjo0rozT7cHp9KDXyeh0Eqqq4nB5CDIbUDOyNkUBvIrKOZsXr0fAajbiVVQ+eKE7S3/fgduTfV7tgNFfMFg/m5b1yvPJuN7+a9VJmAw6nG4vbrcXq9nA18u28cOv2/jzitBqm93FpFkrmTRrJUEWI8MeasLQAQ+z5rdf2bVrFzZb9iHIbdu2pWTJUiBKOH1CIMxWlkRU1V9PFcBx2bAVBSQJLt76i7aoJPif/5NfepDq5Yvw/HsLrvreaOSeiTNX8MFXqzDqddjsLj54oQcPdaiFy+PF7fGi013d0+h2exncoz4Tpi4JhPC+9ulSHulaL8/jcLg8PPnyNzzY5j4mzVrJb3/vy7S/T7v7cTg9BFk0z+d/mb59+1KkSBH27NlDcHAwhw4dYu3atbd7WNfFqVOncDgcmYyh7LDZbMybN4/w8HBmzJjBu+++e4tGmDnS4VZQqFAhXnrpJVasWMGxY8eybfPEE0/keoHhyt+mSpUq8eCDD2bbdtu2bbRo0YLHHnuM8ePH53rMmufzP4JRr+Prdx7Gcp1lGzSuzZSvV2t5NRqA30iRJYnY6FBCg82YTXpCgky8O7ILRWMj2PjtaD5/rT/vjerGBy/04P1R3XhjeCes5sw5mqqq4vYquL0KJy442Hs6jU3HUtiQeJ61h86x+kAyqw+cYdOxCyzamcTCHSdZsvsU87YdZ+OxFOxuH0/P38nPu88wY/1R0lxe3N6snhkAg17GoNfluRagxWygQEQw/TvWRhRz/vwLgl8MJyLUSmx0KK8/3Z7ktW/zxWsPERlmJSYymDpVEvjrm1H8+9METv/+FoeXv0qFkoXQ62TKJsQAUL9GhvdUlJAMBrxIeBQBryoiynpSHAopDv91KgokpXhwelXsboXTaV6On3djNOh5rMcDOY7X5fayaNVWyrUbT59RnzHynfm8Nf1nRk38nq7DPqVIkxd46YNFWQzPK0lLd/LKxz/y4IjpVKxai6eGPk3r1llLX8TExFC8eHEUQcar+u/lxTBbj+I3OF0+/+tyfIAoCPh8CnsPJbF41RY++molrR77EFPVITTsN5EBnepSpUzcNd8jjdzh9SqEWE3MfL0/vdrWxGjQEWI1XTt8VoBmD0/KlDuaanNyNiU9h4Oy4nB5+HbZRuYu+4dOT32cxfAEqFu1uPabfxto2LAhL7zwAi1atMBqtVKtWjW2b98e2H/Re7p582YGDx7M9u3bA16mI0eOADBnzhwqVapEaGgo9913XyYvWkpKCt27dyc0NJQyZcrw+++/5zieDRs2MGDAAEJDQxFFkeLFi9OvXz8ARowYwZo1axg1ahRWq5VWrVoB8N5771GyZEmCgoIoXrw4kydPDvRXs2ZNAOLi4rBarcyePRuATZs20ahRI8LDwylRogTTpk0LHLNp0yZq1apFcHAwkZGRtGvX7qrj/ffff2nRogXh4eEUL148YDRt3ryZ0qVLB85dvHjxq/YxZ84cLBYLb731FrNmzcqkTH7R2zxu3DgiIyOJiYlh7ty5/PHHH1SoUIGQkBAefvjhTHn/OV3b+PHjadu2LY8//jjh4eGMGjUqi0c7NTWVIUOGUKRIEYKDg7nvvvs4evToNe91bujcuTMdO3bMVWRNXvnrr7/YtWsX/fv3z7Jv3bp1NGrUiNGjR+fJ8ATN8/mfQZJEEuIi+enToTQf9AFO142VCNDIyvlUO+abmKOncXdjNupp36Qq7ZpUxaiXMFwlJE5RVbyKCio4vT7+OHyOU2k5h+SdTM28X1UhOd2NfJmhcfCsnX2n06lYKPjGLyYbLoYJpztcCIKQq+9CkCWroJEkiVjNhqvWJnW5/Z7NdJcPp/dSiI9HyRruIwpw5Lw7234cPpEJT7ajTLEYhr0xL6BOnB3nU+2s3JC3vM3sWLlhDyVbjeG5h1vwSIeqCIKAqqrUrl2bBg0aACBIOrx5TN3SiX5BnO7PTMt2/+6DSfyweis/fToUvU5m0+4jjJr4PZt2HbnRS/rP0qV5NT4d3xudLOUpvNXp8lAsLjJQiinAVcLVvF4f6RlK0iaDDgRwOP2/39cK54+JDMbnU64qhqRx85g1axZLliyhYsWKPPHEEzz11FOsXr06U5uqVavyySefMGnSJLZs2RLYvnTpUp599lkWL15MlSpVWLhwIe3atWPfvn1EREQwdOhQUlJSOHz4MHa7nfbt2+c4lnr16jFs2DCefvppatWqRalSpQL7Jk6cyMaNG+nYsSPDhg0LbI+Pj2fVqlXExcWxevVqWrduTdWqValbty5//fUXxYoV49ixY4SGhgKQlJREs2bN+Pjjj+nSpQu7d++mefPmJCQk0KRJE4YMGUK7du1Yt24dHo+HP//8M9uxer1e2rZtS/v27Vm0aBH79u2jZcuWREdH06tXL3bu3Jnl3NkxY8YMevfuzYMPPsiwYcP44Ycf6Ny5c2D/zp076devH0lJSXz++ec8+uijNG3alN9++w2n00m1atVYuHAhnTt3vua1ASxbtozp06fz0Ucf4Xa7mTdvXqbx9O/fH7vdzoYNG4iJiWHr1q2Bcks53WvwR8PUq1eP559/Psf3OSdmzZrFrFmzKFiwIAMHDmT48OG5ei7MmDGDVq1aUahQoUzbV61axbhx45g8eTJ9+/bN83i0J9J/CJNRT4WShXh7ROdrN9bIE6FBJuZOHHTVED4NDQCnV2H07E3sP5mGzeEhzeEh1e7G5vSgqioen8LpNBfrD59j2Z5TLNh+8pqG51XP5fGhkzI/4j/bcDTPYbV5J3eG57W4Mnfk4t96nYxHFTIZntmPImecXpVzDpVuLaoHFHtvFUUKhhEdHcWzzz7LY489RuPGjVFFPT5RH/B45gWvAjUrFcuxzSNjvqTFoA94438/Ub1cEZZ+8hRlMjzJGnmjSMFwpk3og8VkyHNepSSJRIRaAn/rdTIt65Un/LJtF7HZXXy2YB2Pjf+KRv0nEv3As0TWGUHzRyZRt8/bnE+1ZznGaNDRtXk1fp35DDUrFUWn5X3eFvr27UvVqlWRZZl+/fqxcePGXB87ZcoURo4cSbVq1RBFkc6dO1OmTBmWLl2Kz+dj7ty5vPrqq4SGhlKoUCFGjhyZY3/z5s2jXbt2TJo0ifLlyxMfH8/XX3+d4zFdunShcOHCCIJAo0aNaNGiRRbj+XK+/PJL6tevT/fu3ZEkiQoVKjBgwIDAeXQ6HYmJiZw4cQKDwUD9+vWz7efPP//k5MmTvPrqqxiNRipVqsSQIUOYOXNmjuO9nF27drFhwwb69euH1WqlU6dOzJgxI1ObyMhIhg8fjizL9O7dm9TUVAYNGkRERASxsbE0aNCATZs25eraACpUqED//v2RZRmzOXN5q1OnTrFgwQL+97//UahQIURRpGrVqgFP5bXu9ZIlS27I8Bw6dCh79+7lzJkzzJgxgw8++IAPPvjgmsfZ7XbmzJnDI488kmXf6tWriY6OzjaCJzdoT6X/GCajnu6tapB0NpXEE+eYv3yT5gW9ASqWiuV/E/pQulgMPp9yU9VJNe5ubE4Po2b9w6K/jjLvj8OULBjMBbubIJOOagkR1CwZSeda8SzbezpfzlcoxMQ5e2av3wMJ4Tc9NPximN/FEhPXg6KqiJcd6/UpyJcZ0pLgNy5zMj/1suD3IOeAWeeviZiUnHpd47weBEGgc7NqqKIeUYSwSBPuGxSp1Ilk8WLGF4rghUdbcvDoGXYfSCIp+QJFCoZzX8Wi2OwuFv+6lV+mD6N2zzc1JfQ8o7I/8TTF4iKxZlPXMyc8Hh+7D5ykdLECjH28LW0aVMDh9GRasHF7vHi8PsZ8uIhZizbQvnFlnnu4BUULRRAWYuGTub/xyVx/qOWQXg0Z9UhLjAYZnSwjigIOp1vTHrhJ6HS6TCGcQODvy8suxcRcWtixWCxXzfHOjsOHDzN69GjGjRuX6RzHjx8nOTkZt9tNfHx8YN/l/86O4OBgxo8fz/jx47HZbHz66ac89NBDVK1albJly2Z7zOzZs5k4cSKHDh1CVVXsdjvFil19gevw4cMsXbo0kzfS5/PxwAP+1IbPPvuMCRMmUL16dcLCwhgyZAhDhgzJ0s+xY8coVKhQplJVCQkJfPXVVzle4+XMmDGDypUrU7lyZQD69etHy5YtOX78OLGxsQAUKFAg0P6isXj5e2Y2mwPv2bWuDaBIkasvYCYmJmIwGK7aJq/3Oq9Uq1Yt8O9atWrx/PPPM2vWrEyiU9kxb948zGYzbdq0ybLvpZdeYs2aNTRu3JiVK1fmOeRXMz7/g4RYTYwe1AqHy807Izrz+8Z/eej5zzWvXR4oVbQA3VpU5+m+jfM8+dD47+HxKWz8N5lFf/lzPHyKyp7jFwA4ed7BvhOpzFl7iCaVClE03MThczdW/y82xMh9hUN5/9eDgW1dKsfQqXIMxhzEUPKTG/lOiIKAoqgoqMiimMnwvFhaxGIQsbmy9+IaZQGTXiTVcfVQWgBZUGkw8H0ST5y97rHmlTpVEvzXd3HDDRieYoYRrqhqlnIqa758lr2HkihROIr+nepgNuhJS3eSeOIsFTpMINXmpHSxGFrUK8+M+X9c/yD+gxw5eZ77H3yTNg0q8sUb/fOUJ63TSfw87WkcLg9Ggw6dLGHQXzJaXG4vBr3MrEUbqFmxKOOfbItP8S/GnE+1ExlmpWHN0sxcuJ7pL/elRb1yWerx6jTD86YRHx/PoUOZc7wPHDhAZGQkFktW7/W1yC70sXDhwjz11FMMHjw4y76LtYUTExMDBtTFPNHcYLVaGTFiBK+//jq7du2ibNmyWcZw5MgR+vXrx7Jly2jYsCGyLNOxY8dA9MnVxtypUyfmzJmT7XmLFy/OrFmzUFWVP/74g6ZNm1K7dm2qV8+sxB0XF8eJEyfweDwBY/7QoUPExcXl6vo8Hg9ffvklNpstYEyqqorP52PmzJm8+OKLueonL9cG2d+Ti8THx+NyuTh69CiFCxfOtO9a9/pmkNsw/OnTp9OvX79sxZP0ej3z58+nW7duNGrUiFWrVhEVFZX7MeS6pcY9hT+vykhYiIXG95fm+Oq3aFmv/O0e1l1Bg/tK8cfs53hhUMur1nXT0LiIzeFh3/ELPP7phmu23Xv8AlGWG6/3VyY6iBV7k1m575JRddrm94I6sykFcSciigLyFT+SqqoGjDb3FWG3AmDSCYSZJfSyQHKalwvXMD71OhmP92aHIWdmYJe6+VLTUcoouYLi4/0vfsmy/+SZC6z8cy9NH55EubbjKdpsNBU7vkzbJ6aQanMCkG53XVeJDw0/P/62nb2H8qYgbzEZkGWJIIsRnXxpIcjj8ZKW7mTlht0cP5XCwM516dysKgeOJvPd8k0knjzHmo37AWhSqzSHf3mdVg+Uz2J4atxc+vTpw5QpU9i8eTOqqpKYmMj48ePp3bv3dfVXoEABTp48icNxacFxyJAhvPPOO2zcuDHgCbuoZCpJEt27d2fs2LGkpKRw4sQJ3nnnnRzPMXLkSLZs2YLb7cbtdjN9+nTS09MDhl+BAgU4cOBAoL3NZkNVVaKjoxFFkaVLl7J8+fLA/qioKERRzHRM3759WbVqFfPnz8fj8eDxeNiyZQt///034M85PHXqFIIgEBYWhiiK2Ro1NWvWpECBAowdOxaXy8WOHTuYPHlyQCDpWixevJjU1FQ2bdrEli1b2LJlC1u3bmXMmDF89tln12XUXevarkWBAgXo0KEDgwcP5uTJkyiKwubNmzl79uw173Vu8Hq9OJ1OvF5/2SWn04nbfSnqad68eaSmpqKqKv/88w9vvvkmXbp0ybHPvXv3sm7dOgYOHHjVNnq9nu+++46SJUvSqFEjTp/OfdSWZnxqEGQxYjUb+PKtgdSunACALIvERAZTNiFGU0fMQBAEere9n7kTB2E1G5Ak7eujcXVsTg97jl3g8U/X88CLP5GUcm1v5vcbEom23Hjo9nmHm/uLhhJmvvTjvubAOZ5ZsAu724fnpud93hwEwV/n0u5WcPsuTSIuGp2yKHA61c2JFA8Oz7Wv0elV+f7Dx7IVPrpZ7E88jTcHcaPcIgj+sOYuT3/C2I9+yLJ/4sxfeLRbzuU75v70D2+O6KwtoN0AYz5cjC0fDHivotJm8Ed0efpTKnd6mb93HMbp8rLrwEl6t61JpVKxdG1ePeP32khIkCnX9Xg18o9+/frx7LPP0rt3b0JCQmjUqBH169fn9ddfv67+GjduTK1atYiNjSU0NJQjR47Qtm1b3nzzTQYNGkRYWBjFihXjgw8+CKivfvTRR1itVuLj42ncuPE1BV9cLhcPPvggERERxMTE8Pnnn7No0SKKFi0KwLBhw1ixYgWhoaG0bduWcuXK8eKLL9K4cWMiIiKYO3duJlEjk8nEuHHjaNWqFaGhoXz99dfExsby888/8+mnn1KwYEEKFCjAk08+SWqqP6VhxYoVVK5cGavVSvv27XnnnXcCYbGXo9PpWLJkCRs3biQmJob27dvzzDPP0KtXr1zdzxkzZtCzZ0/KlClDTExM4DV06FBOnDjBr7/+mqt+Luda15YbvvjiCwoXLkyNGjUIDQ1l8ODBOByOa95rgFatWuX4+Xr11VcxmUy89tpr/PDDD5hMJpo3bx7YP3nyZIoUKUJQUBC9e/fmiSeeYMSIEYH9gwcPzuJlnzFjBg888EAmcars0Ol0zJ07lzJlytCwYUOSkpJydT8E9Wb6djXuKhRFwePx1xwURL+inigKnLuQziNjvmTtpn9RrpFDda8SFWZlwUePU6pogVs6UdW4O0l3ehkx8y/m/XE4T8eFmHVs/6AjW0+msj85b6UXLkcSoGaRMIpFWOgyYyPuy7x78WEmPn2wIqoKV9oceTVCsvv5uFmGjKIogb5dGWVT9LKAWS/i9akIAlyw+0h3582wDtGryBJ8sWgD7362/Kbnf856YwAdm1XFo1z/fZIEFRSFh174nMWrtmbbRhQFdi+ZwK4DJ+n57DScrsxpFa3rV+Dz1/qh18mE1co590cjZz5/rR8dGlfBZNRdu/FVsKU72Zd4mscnzGbbvuMc+PlVCkWHYne4kSQhU2iuhoaGxt2MZnxqZCLd7mLHvydYtWEPp8+lER5i4emHmvhryCkKW/cc5eM5v/HzH7sCcu9X0rJe+cCPsKKo/LJuN3Zn9uUO7gYiQi38NfcFIsOseVY21Pjv4fEpfPrzXsZ+sznXx5QvEkrfBsUpHRtCjeIRbE9KY8+Z3AtUXI3mpaIINuoYMm87J9PcmGSRqd0rUCDYiPMyW0QAJBFkMSOPMBcGpKqqeBS46MQTBP/xsnjx7/w1Qh1ONyaj3u+1zcj79Ckqp1LdpLsU4sINCKqCVxFId/tw5SGFXSdBkEHg3Pk0Knd6BZf75uW/N6xZijnvDkJnvP5FLL2o8vLUJbzzWc7hWUUKhrHis+EoikqZNuMy7SubEMNP/xtK4wHvcfBo8nWPRQOsZgPrvn6OorGRmUJp84rb42Xc5B/4e8dhvv9gsCYapKGhcU+izaQ1MmExGwixmnj54x8Bf35j1xbVWP3XPgpEBJNQOJLPXu2Hy+PlxOkLrFi/G6/XhySJCAIM7dMEp8tfwP0iJ89coO0Tk9n178nbdVk3xKw3BxARqhmeGrnD5fHx7brDuWpbvkgo43tU4f5SUZx3eDjn8PBH4jlOpOZPHt7yfWdoUjKKB2vE8ndiCiObFEcWxUyGJ/g1b7yK/yWJYJByVqpVVRW3z9/+0jZw+8CX0YcoqFwesa+q6g3VG7yoJO32Khw/70YvQbhFxiQqRITpOHDkFEtWb6NsQkHqViuBSS+iiDKpzmt7Qj0+OGdXCQ+xMOyhJrw1/efrHue1+GPTAUxGHaoAvjws/YrCJZVfURRyJZL07MAWWE0GBr+ctazC7oNJ6GWJRjVLa8bnDWKzu2gx6EP2/DjhhvqxO92cOpvK68M6XbXOrYaGhsbdjjab1shCbIFQujavxnfLN9G0dhlKF40hIS4Kj9fHghWbaTN4Mi0fKE+v1vfxSNd6yJKI2+NDd9HlgcDgCbP5ZJw/AX/Ryi2snjmCad+u4cUPFt2+C7sO9DqZulWLY9BrXxWN3JF42sb2xPO5atugXAw1Skax8t9kzjtuTsmjI+ftVCoURIsyUbh94LpGuqFPAUUE8TIZ1rx4MX0q+DLOYZJh8a9b2bLnKDpZonmdclQsFYvL7SXIYkAURdIdLtLSXaz5Zx92p4dWD5QnOiKYtHRnIMQ93eFCEv2hh/YMhVujXsJskHnpkyVM+3ZtpugKURTo2LgKE55qR3R4ME5VwpGLcFxBFKlW9ubW/PR4fbz+6U8M7FyXqMhgVCFnT5ksquhEAUEQmL98E/sOn2L3wSS+/fnadQPrVElg1MTvrxqa+/CYWXz2aj8GdKrDsDfm8c/OxOu6pv86oijQun6FG05LCTIbmTq2V8YCg6YpoKGhcW+ihd1qZEvyeRslW42hTpXifPX2QMKC/XWQUlLtFGo4Ks+KYfVrlGT22w+zcOUWnnrt6nLVN4NKpWLp1aYmReMisTvd7E88RXR4MAlxEazbcpDp363lbIo/v86glzOF3AVZjBxZ9QZGLd9GI5dsPXyORmOW5dimUYUYhrYtR82SkexPtrHp+M3LMww2yLQpVwCdJOL05K2yhyRcCse9iCAI2Xo+s8Osg+ItXuLkmQuXthn1NLq/NN1aVKdS6VimfbuWmQvXBcL4SxcrwIBOddiy5xgN7itJdFgQ8bEROF0eiheJJt0rkp5hQYeZJaKCDVTu9Ar7DmevOtq5aVU+HtcLVZRJceQ84BCDQKhVj6lq1vpz+c3oR1sxvF9TRN3VBaZEwV8Opn6fd9h58CTuPIQDt6xXni/fGkijfu+yI4eok5AgE9+9/yiVyxRmy56j/LMjkcgwK/+bt0YzRnNJiSLRbFnwEpJmMGpoaGhcE8341MiWdLuL979cyayF69ny/RjMGYXjU20OHhs/m4Urt+S5z5jIYLYuGEO9Pu+wP9Evyfxg6/soHBPG0ZPnmPfzxjyvHBcvEkWdKsWJDreybvNBTiZfILZAKH9tO4wnIxntzznPU6FkbEC1V1GUwKqyw+nmQpqDVz5ZylO9G1G8cBQffLWSMR8uDpxj64IxlCpaIOvJNTSywe7yEvfIvGz36SSRNtXj+GjQ/SRecLDtRCrOW1Dq46EahfEp/rDY60US/LmRokCuDE9B8Ifvht4/DG8er1EQBPQ6KbAQFFcglK0LxmI06jhwyoEKGHUiYWaZIJNMnV5vsXn30av2FxsdyjfvPkLphBhsboHshHB1kl+8SIePf3YmUrFULF8u3kDBqBAeGz8bpyv/PNP9OtZm4siuSDo9Od0ZWYSDR05RtfOreeq/Yc1SfPv+owweP5v5v+Qu97h0sQLMnfgIhQqEI0sSHq+X3//ezxMvz+bM+RvPP77XmfveIBrfX1orfaKRI1WqVGHYsGH079+f2bNnM2XKFNatW3e7h6WhcUvRjE+Nq5LucNHjmWn0aXc/7RpVChTSPptio1LHVzh3Ie9qnKMebsHgB+vzxCvfUDQ2gglPtsNo0CEAySnpNB34PgeOnrlmP0VjI1g0+QkKRYcAAgadjN3pQhRFVFXl5JkLjHx3PjpZ4tv3H8Xt8WE0ZO+99HoV7E43wVb/pMFmd/HeF7/wxv/83qsnejbg5afa56mQuMZ/E49P4cwFJ5WGLULJeLTWKB7BI81KUSk+nCJRFhxuH3uT09iXbL9l4+pQPgaLXpet0XWzEAQwiCrWGkPzfOxzD7dgwpB2mTyQa758lkqlC3P4rItgk0SwXmD1X3t5+7Pl/LntUA69+RFFgRH9mzHq4RZ4VJELl+WCigIUCtWjqCqSIOD1+dDrZHw+BbfHy9ufLefNaTl7s3OLKAqcWvMuZpMer6LiUwSEjFzOi2NRuZTjOXXObzz79ne57j/EamLXkvGM++gHps9fm+vjCkQGs3vpKyzclsT8rUkUCjbybKOihJtkfv1zL4MnzL6uZ352FI2NoH2jyqzbfID7KhalS/OqdBzycb6ULLmdbFs4lpLx0bd7GBo3kYYNG9KxY0eGDRt2XcdfbnzeLBwOBxUrViQ5OZmUlJTrbn/ltR44cIBmzZrRrl07Jk2apJVo0rhutBgRjatiNur55t1HMBl1LFu7MzAxsJqNvDCo5XX1+dHsX1n91z6+fHMgrzzVnnSHm6JNR1OwwXN8/8smVn4+PEe1QFEU6NKsKhu+eZ6EuCisZn+NUp1OIiTITJDFSLDVRIki0XzxxgBmvPoQXq+CJF39ISnLYsDw9F+fgRH9mlGjfDwAXy/5C99dWhdR49bh8SqcTXXSYsJyFFWleZVC/PZqK+aPakyNMtGc9XhZsjuJH/acuqWGJ8D+ZBu3uiytqgKCQMcmWWu5XYtf1u0CoNH9pQH/d7RwwXB8Ph9FI/SYJYVuw/9Hl2Gf5srwBL/y9jufLafZI5NIt9kI0SsEyV6CZC9W2YfT5cbjVVAhIC4mSSImo54R/ZsRFWbN83VcbRydh36Cw+nm6ImzyIKC6vVw7nwqitfDP9sPsWPvUd749Eei6z2bJ8MT4O1nO5N44lyeDE+AN5/pxLYTqXy7JQlFhWMXnAxbuIcvNp6kVvVS/PjJEPq2r5XpWZlXgq1GJj3fnX++Hc2Yx1uzeOqTjH28DVXKFGbSC92vu987AYNeJi4m7HYPQ0ODsWPHEhcXl6/tt23bRr169XjooYf44IMPNMNT44bQjE+NqyIIAkEWI01rl0Uvy6xYvxuny4NBL9O/Ux0a1sy5+Gx22J1uBrz4BRU7TGDMh4tpMegDzl1Ix2Z3MeLt7/h7+2E+f61ftsd2alqVw7+8ztSxvQgJMiHLV//4SpJIWLCZ0CAzer2MTs6bYJDRoKNj0yoApKQ5GPPhYtLSnXnqQ+O/Q7rTw5KNR2k4ZhnHz9kpGm3l86fqoepE5u84ye8Hz7I/OR37rXQ9XoZ4myYKqgqhQeY8H3cxhHbpJ08BcH+lYuhkiW7D/0dU3Wcp2mw0q/7cc11j2rz7KOXbT6Bx/4l0eHIqPZ+dzqCxX/Lcu9/jdLpwOt1ZcitlSeSjl3pe1/myY83G/bz/xQrCQyxM/vpXoh94loTmLxJe+xkaD3iPur3f5vX/LcuzJ/CFQS1p36gyXZ7+JM9jqly2CMUjLLQpH4Xxsmfryn1neeK7nehDQ3n3ua7s++kVRj3SgvsqxGeKJgkNMmE1G6hQshBvPtOJjk2qUCwuMvCcLhkfzcZvX6RX25ocO3mO9k9MpVH/iQx/cx5/bj1E8zrlmP5KX+a+N4jq5W6u6FN+ExMZzPOPtMxTTq7G3c/q1asJDQ1l+vTpFC5cmIiICJ577rlMbSZPnhzY9+KLL2baN3PmTKpUqRL4+7333qNkyZIEBQVRvHhxJk+enOcxbdq0iaVLl/LCCy/kW/t169bRqFEjRo8ezfjx4/M8Jg2NK9EkPDWuicVkoFLpWKp3fY2tC8YQWyAMq9nAd5Me4+WpP7Jo1dZcyf5fzskzF/h4zm9Ztj/+8tfsXDyOAZ1q8/mC9YHtD3WoxcTnut0y+Xmb3cVfl3lU/t5xOM8iSxr3Nk63D6fHh14WGTdnM5+t/DewzyCLON0+Nh2/kEMPt46YIEOeynrcCbR67EN++nQoM1/vjySJWIwGera5j9V/78N9g0a8y+1l98GkLNs37kykRoV43hrRGf1lP49Gg44mtcowoFMdvli0/oZVTQFe+/Qn/tp+mHee7UKp+Gi6DvtfnvsID7HwcJe6OF0eisVG0rPNfTToNzGTwFNuqdbpFQZ0qsOzj7SkR9VCfLv5JL/sS8bpUfCp8NKP+9BLAq3KRTG8f3OG9mmMxWTA7fGSanNQIDKELXuOUrZYDEaDjv4d6yCIAqlpDo6eOk/FkrGIgsCrny7l/S9WBM6799Ap9h85w5QxPWnXoBJ6vUSlUnE0e/h9jp1KyfN13Gp0ssSKz4ZTMCoE01VSOzTuXdLS0ti+fTv79+/n0KFD1KhRg9atW9OwYUNWrVrFiy++yLJly6hevToTJkxgx44dV+0rPj6eVatWERcXx+rVq2ndujVVq1albt26ALRt25Z69erx/PPPZ3u81+tl0KBBTJkyJVdjz037VatWMW7cOCZPnkzfvn1z1a+GxrXQPJ8aOeJy+0U2nnzlG9Idbp5+Yx7pGavxFpOBsU+0ZdXnw/PtfMnnbfQYMY23RnShfIlCge1vPtP5ltY9Mxt1dG1RPfD35t1HSbVpnk8NPzanhyX/HGXAR2u4/7klmQxPgFqlo7Ea75yJqEdRuduCpFb/tY9f1u2mR6satG9UCYNBpmOTKrw8pN1NO+fWvceYMf8P5iz9G5s98/fdajbw5jOdSPr9Hd4e0TnH9IDc8su63Uz7di1FYyPzfGyBiCDWfjWS3m1r0qV5NWpVLkaj/hOvqvqbGz5fsI7ybcbS99lpNCxiYUbPSgyqXZgKBYOIDTEiSyKLtp/m4bk7eHnlYaZtOMZvhy6Qhg6PT6FyqTjMJj1uRUA2GNHrDRSICqVWpWKIQLfh/8tkeF5k485EGvd/jw3bDnEm+SweRwrLpj193ddxKxn7RBtiIoMxG/VaKOJ/EFVVeeONNzAajZQtW5Y6deqwcaO/DNLs2bPp3bs3tWvXRq/XM378eCwWy1X76tKlC4ULF0YQBBo1akSLFi1YvXp1YP+SJUuuangCTJw4kUqVKtGwYcNcjT037VevXk10dDStW7fOVZ8aGrlBMz41csSg15HucPFI13rUKB/P0t938OHsVYFwMItJT7DVyJO9GubbOVf/tY93P1vOqIdbBLYFWW6t2I9OJ9PqgQrUrpwQ2Dblm9U4MmoJqqqqeUL/o3i8Pv75N5lHP17HbztP4fEpPNq8FK/2qkq3OkX54OH7ebFrJRRVpWmpKEy62/+YDTPqyAdn3S1n2JtzcTjdgRxMi8nAY93r06RWmZt63qGvz+WNbMJeg60mgixGBnapyx+zn8skLlMyPpr3RnVj64Ix/PjJEOIKhObqXL9v3E9okJnvJj2W6/FFhFr4Y/Yodh04SZXOr9Kw30Tq9H6bPYeu3/C8nGVrd1KuzVga9HkbqzOVJ+vE8mrrknzWsxJdq8SgqnDkvJNV+8/y2Z/HmLHhKE6PD7fXi6L6w60vptl7Ff9r+78nsg2VTigcyXeTHiNpzTs0rV2WA/v3snDB94QFm/LlWm4m5UsU4vEHG2hidP9hgoODMZsvpRZYLBbS0tIAOHHiBPHx8YF9Op2OggULXrWv2bNnU61aNcLCwggNDWXp0qUkJyfnahwHDhxgypQpvPvuu/na/qWXXqJMmTI0btw412PR0LgWWtitxjWxmAy0b1SJjk2qsHFnIv1Gz0QURJ7s1RCr2YDVbGT8k+3o1rw6fZ//jKNJ52/4nHOXbWTkwy2YMKQtU77+Da9XQZZu3NOQFywmPTNefYhKnV7G61U4dyEd32Uz+Iv1Di//v8a9jc+n4PQoPDX9z8C29wfWpGYxK2fPnKZT9TI4HDYO7tlGjRr3EW0x0LliIf4+cp59yfmjFHpd41bvPs8nwMGjySxft5s2DSoEvv8Ws4Gv3hpI+fYT8k199UoUReW9L1Zwwebg3ZFdsyhlW0wGyiTEsO7rUdgdbg4eO0PFUrHodRKyJJEQF8nTfZsw8t35OZ6ncuk4+neqjdWsx2K6er3PKxEEgQs2B+WKX30imx9s33ec5g9PCvxdplgBVsx8lu5VCpLi8HDorIO9p21IooBRJ7P2n70Uig6lTLEYbHYXiqqi18k4fArzlv2Tpf8uzavx6fjeHDl8iPcmvkt0dDQnTpzAYDDc8SJvgiDw2WsPaaG2GlelUKFCJCZeqpXr8Xg4eTL7mrtHjhyhX79+LFu2jIYNGyLLMh07dsz1IveaNWs4c+YM5cuXB8DtdpOamkpMTAyLFy+mZs2a19Ver9czf/58unXrRqNGjVi1ahVRUVF5vhcaGpdz+5fkNe4KLtbFrFKmMBu+eZ4/tx3iQtolxU6r2UD5koWIK5A/an+JJ87ywvsLGNStPlsWvIRed2sNT/BPLqLCrcydOAiDXqZIwXCMejmwL7v/a9y7uNw+Nh86R9NxP3P8rP+z/0z78jSqEIPdloYkSdgunMXjdBAbG4sKeBQBr0+gRuEw2pQtQJDh1q/3RZh1hJv1eO9CzyfA+Ck/BOp9XsRgkHnxsVY3/dwz5v8REBrzKZmjHXSyhNVsIDoiiFqVE7CYDAEDWZYlerapSZDl6sqwFUvFsvKz4ZQoHEWnpz6h1WMf5Xpcyedt1OzxBtERQcTm0sOaH+w5dIq4BiOJqvsM/UdO48+1m0nQuylh8OJ2eyhZrBBxMeHsPphE5c6vUKjBc0TWeYYCDzzL1G+y5vhXKRNH0oljzJs3F6fTyZEjR/B6vZQvX4Gk5NRbdl3XwyNd61IsNjLw26ihcSU9e/Zk9uzZ/Pnnn7jdbl5++WXS07NfMLPZbKiqSnR0NKIosnTpUpYvX57rc/Xo0YNDhw6xZcsWtmzZwvTp0wkKCmLLli1UrVr1htrr9Xq+++47SpYsSaNGjTh9+nTeboSGxhVonk+NPCFJor8USf+mfDznd14Y1BJLRi6mqqo81acRp8+nceDItWt1Xovp361l5sJ1NL6/DG8M70SZYgVu+Q+91WykQY1SvP98d9o0qIh8WZ7XxYmoZnj+N1BQ6TFxNedt/tBri0HmmfblkWWJAgUzZOov+yh4FRUQUABFEQgx6WhfPoZtJy+w42Qat8oWPGv34PQq6EQRt+8WnTQf2XMwic++X8fAznUC4Y0mg55+HWqzde8xZi3acFPPn3zeRliwGadXxayXuNrX3acoeBW/2BSAXieRuPINUFUOHT/Lmo37+XtHInsPJrHnUBLdW1Zn064j9Bw5g4hQKyWKRCNJAnqdTHR4EAWjQigYFcLWvcdY/seurOfzKfyzI5Fv33+Uen3eRVFunafQ6fKycsMeVm64FEZ7fPXb/LnrGJ8s3Mj059sxrG9jJkxdgtOVvQJsdHgQg7o9wLIfF2fa/kCDhsQnlKXlox/e1Gu4EaqUieP1YZ1uqQ6Bxt1H06ZNeeWVV+jSpQsOh4PBgwdToUKFbNuWK1eOF198kcaNG+Pz+Wjfvj3t27fP1KZVq1Y88MADjB49OsvxJpMJk+lSqHp4eDiCIBATExPYNnjwYAA++eSTXLW/HJ1Ox9y5c+nZs2dATOlqbTU0roWgaolrGtfBrn9PUKvnW2xdMIaisREBA8zj9eH2eOk67FNW/7Uv38635OMhNL6/9G0z9DweH5IkZDJ+NePzv8WJc3YqPL0w8PeD9Yrx1kM10OtkvLmY9+tEkERQVBW728dvB5I55/DcvAFfhlkn0q1yLPZbc7oABgmeevVrZi5cf+3GOWAy6ti39BUir6i1mZR8gWLNXrzKUflDQuFI/p43Grsbwqw6JDHr993tVUh1egg3+0NnxWzaKIqC3enG61UwGXXIsoSqgjfjmamqoKKS8R86WcRk0ON0eRj6+hy+/vHvLH0GWYz8/uWzLFq1hfGTl+T7teeFaS/35cHW99FyxGwqFItmZO86RIeaEQUBn6py+mwalTu+jD0jb/6N4Z3o1LAUMz//LNCHJEk8O/I5ijZ9kQs2x+26lByJCrPy97ejiQ4PyvTst9ldSJKIXpaQbnVRXQ0NDY27CO0JqXFdFIuLZNrLfZjy9WocrkszWp0sYTEZmDNxUCaxnhtBkkTqVEm4rUaeTidl63W9mO+pcW9jd3n5cvUlRdt2NQrz9kM1kNTcW3NyhuHpU8Ckk2hVtgA14kIDwiw3E7tHwe1TMMpgkLnr8j8dTg+9Rs4IKG1fJNhiolblYjf13AePJvPhlyuJDNZnW8fR6fHx75l0VuxJRlH9Hu/sngmiKGI1GwkNNmPQ65BEEVkSMRp0BFtNhASZCA0yExpsJizYjNVs9JeYMRv48MUHKV2sAAB1qiTg2DwZx+bJnF77LsdPpdDk/rI39R5ci4qlYunZ5j6GTlrGH9uP8unijZTo8RHBLd7C2vxNBr6+GJNRj/Oy+9esTln+3Z95gdJqtWJLd1GtfBHqVit+qy/jmrRrWIltC8cSGmTOYnhO/24tKzfsyXbhQUNDQ0PjEprxqXFdmIx6OjSuwrvPdeXMuTTSHVdOCo38MPVJhuSDCm6RguF4vHdevKDm8fxvYHN6+HjZHt5bvAtJFHizb3UmD7qfHxd/z/nzuRfXUgCfAi4vODzgdEPJKCudKxUi2nrzw/eW7TnF/mQbJy44MOngbpsjr9m4n4kzf8m02GXQyyyZOoT5kx7DbMy9YE9emTD1R6p1edXvmQRSHR5sLi9ur8LuJBtPf7uDLlUL4vappLtV3F6/Aarkkyq2XpaY/GJPHuten0VTnuSt6T8H9jWpVYb5v2y64XPcCDv/PclPv+9gwsMNsuyb8Xw7Ph/dnrem/YQowraFY/np06eIjQ5h7dq1mdoKgoBeLzH7rYEs+PDxO+YZGxVm5Zt3H+Gz1/plLB5cyljyen1s3JnIq5/8SKOape6YMWtoaGjcqWg5nxrXjdGgQ1VVIkKtzFu2ke4tqgfyPwVBwGI2MP7Jdqiqv0zJ9RJsMeZLUfebhTbZuHdxuX0s/usor323DYAutePpXqcIc2Z/Qa1atYiIiMi1F1FVMxt8CuD0gF4SaFYqikPn7Px95Dyem/RZP+/wsiHRbyzXT4igaLgZrw98KlnKsGSkLeYqnPhW8u+RM5lyGy96BhvVKs3E57ry+Mtf37Rz7z6YROLxs/yR5ObLv45l2le7WBiqCq4MVSe7R8XuUZFEMMgCeunGnhM6nUztKglUKFmIPYeSePfz5Yyf8sMNXU9+oigK67ceIr5wgUzbixYMpXvj8siSyJO9G/Pl4g0UjgkjNfkoP/+UNUw4JSWFeXO+xmw207R5a4Y/1IQZ8/+4ZghuWLCZiaO68kC1kjz56jf8self0h3uG74uURR4tNsDvPxUe/Q6CYM+q7Kt16fwxCtf07Fp1Tv6d0pDQ0PjTkEzPjVuCEEQsJj0dG1eDUnO6ki3mA1MeKodR5POsfjXbdd1jpAg0y0TZ4GMGp6AmDFZvNxz4ZeQ0QzO/wqCCC/P2xL4u1nlQiQe2EeHDh0Ij4xCUXJvoCnqxc9U5k+z2yfg9kHRMDNFQk2sOXSW4xec+XcRlxFq1FGraBgRZj0ut4IkiYEwXKcXBAH0FzW1VP+/PT7w3CFG6InTKWTnSDQZ9HRrWZ03pv3EkZM3Xurpanw4exVvj+hC4+KhnLB52ZWUxj9HUri/aBjZ6f34FLC7VUSDgCzeWDkmSRIJDTZTvnhBti0cS+vBH7HnYNINXE3+MvWbX3l+UEvKxEeyJzGZUoUjaFqjGC63F4eqEhVmpU7V4rg9XpYsuXp+6vHjxwGQpJ95aXAnbHYX//t2TWB/kYJh9O9Ulzb1KyAIAhGhFiJCLbjdPpJTbHz+Wj9/PdhxXzE3m/IuOdG8bjmOnDzH84+0pHLpOGKigpFFEWsOqsUerw+vV2FIz4Y5qhtraGhoaPi5J8JuPV4fHs+dF5b5X+GiAWrMZlUY/DXxpr/yEIWiQq6r/+KFo25ZqRV/qNylf18kzamS6lRxuFW/MEhGOJ2W73lv4/YqnE3zh5QLAtQvV4CdO3cSFhYWMMpy+wnwL2hcfb/DA4oq0LB4JI2KRwZUU/MDkyxSr1g4bcoVIMSgI8WuYHOrXHD4OGvzke7KyAeV/B5apxecPn+IsCyCWQe3odpRFv7YfIDHxn1FWrozi7qrXpZ5qEPtm3r+mQvW0+rRD3lj6mK2/LWNilYfb7QuQetyURj1IvJV3l+bK/+sd5NRT4GIIOa8+0i+9ZkfOF1e/j1ymkZViwLQulYJ3nisCYIgsH7HMX7fmsjklx4kNSV3iwN79uzB6/Wy55DfwBYEgeZ1y7F1wViG9GpA4YLhSJLIiVMpzF32D4MnzKZcu/HU7vkm+xNPERyUe0MwNjqU90Z1Y+7EQfzz7Wg6Na1CmYQYQoPMORqeALIkMv2VvpSIj871+TT+25QvXz7HBZi8smXLlhta2Bo8eDCjRo3Kt/FcSceOHRk/fvxN61/j7uOe8Hx6PL6AceJwujEadJpn6hZzrRIoOlmiT/v7eXtG7utWXWTvoaRbVnBcEARELqnYXjQug4z+z5PbBw6Pf5uigl4W0Es35tHQuDOxu7yM+PxvfBmrEa/0rIpOVNi/fz8OhwO9OSj3lid+o+5aHxOPz/+KCTbSpWIh1iee49A5e84H5YAkClSMCaZ8TBA+BVLtCtl9kxweFYfHhyxBiPGSlangN0JF/ManTuc3uL2+3F26IMCrT3fk43G9r/sacoskCXhvwXNi464jbNx1hK9++DOwzWo20KtNTcYNaY8gZ8091eWzqpTL42PVn3vztc/rRRQFisZGUKJINMnn0nh1UCNefbQRHo8PnSyi10nUqViY6T9s4v5ysWzblfsImIMH/uX7Dwfzz45EGtxXitNnU3G4PFhMBk6dOEudXm9lqQF75OR5xk9Zwhev9+fpvk34Z8dhKpaKY+ueo/yyfjc//b4DQRCoU7U4JYtE07VFNcoWL4iAP5UEQMpDSS+TUU/NikXRyXfA6ozGTado0aJMmjSJjh07BrYdPnyYYsWKcf78eUJDQ6/Zx86dOwP/njlzJpMmTWLLli35P9gM+vfvT2hoKJMmTQLgzJkztGzZkoSEBGbPns0nn3xy0859u9mwYQPjxo1j48aNKIrCfffdx/vvv0+5cuWueowgCJhMpsC8tnjx4mzduhXI/r2ePn06I0eOZOHChTRokDXvXSMr94TxaTZd+rE3GfW4PV70OhmP16f9INwhGA06Rg5swWffryP5vC1Px67feogDR89QpUzh6zbyXG4PDqcHWZZQFAWdLOP1+bINk7r8HFeeTy+p6CQBAb/xaXOpeH2QUWFBM0LvIcwGmRe6VGT8g1XQyxJWo4xBJzFu3Dg8Hg8qKr486Maqau5VZp0ev8exdtFwSkVZWXPoLPY8FumMCTLQoHgkImBzKrkKD/b5sjeQFcCVcXpDhhHqVfyG8rWM0IhQS57GnVvsbh8mnRj4zomiSPkShW7Kua6Fze4irkAosixz5bukk8CiF/L12WAy6HiofS12HzzJtG/9oj0GvUynplWxmPTMmP9Hvp0rJ+rXKMmiyU/g9nhRFP8inNmYEQFjuBQJo5clhnWvxdmUVFav/jXX/S9cuIC4uDjatm2L1+slOiIYu9ONTxWIiQrhyV4NeW/miizH/fjbdur2eZv/TehDj1b3oaoqZRNi6NysGmM/WkzbhhWpUqYwBr2MXnfj06DsckE1NO5Ejh49SrNmzahXrx6ffvopknRvz5HPnz/PgAEDmDt3LmazmVdeeYWWLVty6NChHK993bp1VKlS5Zr9v/3227z77rusWLGC6tWr5+PI723uibDbK7n4Y6IZnncWoiAgX0f9M1VVefezX0hNz3senC3dyb9HTjNh6o90HvoJFTtMoGaPN6nW9dXAKndeEAQBURAy/g/GjDi7NJeKx0e+qVtq3H5UVaVQuJWCYWasJj0GnRQQlNHpdHiVvBkTef1UeBVwuCHcrKdThYKUibJe+yD83s7a8WE0KRmF1wupTjXXeakq4PSoGHN4dLp84PD6Q4hNOr8xmtOdsDm9nE3P/5cvmxvaql55KpS8PQZoz7Y1/UnCl6GXBMx68aYsSlnMBt4Y1okFHz3O5Jce5MjKN/joxR68/FT7ax+cTwRZjDjdHoKtJkKDzYQEmbJtdzEy6fdfV+b5HMeOHWPBggW43W48Hi96nc6fPy3rGDmwOc893IKRA5tTrnjBTMe1bViJ8iUK4fMpCBnPbKfLg8Plpkb5eIIsxnwxPDU0rqRhw4a88MILtGjRAqvVSrVq1di+fXtgf9GiRVm4cCGbN29m8ODBbN++HavVitVq5ciRIwDMmTOHSpUqERoayn333ce6desCx6ekpNC9e3dCQ0MpU6YMv//+e67GtXfvXurWrUu7du2YPn16wPjq378/w4YNA/yePUEQ+PLLLylRogShoaH0798fj+eSyvh3331HiRIlCAkJYdCgQbRt2zZTWO38+fMz7fd6M0cnLF++nKpVqxISEkK1atVYseLSAlL//v155JFH6Nq1K1arlfLly7Njxw4++eQT4uLiiIqKYurUqbl7I4BWrVrx4IMPEhoail6vZ+TIkRw9epTExMRc93E1Ro0axUcffcTvv/+uGZ555J40Pi/H6fbgcns1g+A243Z7MZv0JCWnXtfxv/619/pyLAWo1PEV3v9iBeu3HiQpOZVjp87z9TsP33AoryAI6GUw6wXMOgGHR8Xm9BuhXp+WE3ovIAqQ7vYbb5f/P92tXrcIVl4fuk6PP/eyeuFQikfk7EWMsujpXLEgRcMtpNoVnN68jzLdraACspDzsReNULhkhN7K8i3Z3UeTUceCDx+nSa0yt24gQPkShQi2mDIZxEZZwKwXbmpNVYvZQMt65RnYuS7BVhNWsxGjQUdkWO4WKm6EsGAzLz/VDlMuS9x4vV4KFChw7YZXUKlSJfr06YNOb8TpE3F4/Hn5PgVMRiMvDW7NmMfb8vU7DweOmTCkHc8/0hKLyYB02YJnkMXA68M6ZSrXo6FxM5g1axZvvvkmKSkp1KhRg6eeeipLm6pVq/LJJ59QsWJFbDYbNpuNIkWKsHTpUp599llmzpzJuXPneOGFF2jXrh1nz54FYOjQoaSkpHD48GFWrVrFrFmzrjme7du388ADDzB48GDeeeeda7b/8ccf2bRpE7t27WLFihXMnj0bgH379tG3b18mT57M2bNnqVmzJj//fKn00/79++nVqxfvv/8+Z8+epXr16ixbtiyw/8CBA3To0IExY8Zw9uxZRo8eTfv27Tl06FCgzbx583j66acD9659+/bs37+fgwcP8vXXXzN8+HBOnToFwJEjRwgNDQ0Y7dfit99+IzQ0lCJFiuTYrlWrVkRFRdGkSRM2bNiQZf/gwYNZsGABf/zxB2XK3Nrfm3uBe974lESRsR8txpedFKHGLUOnk9h98OR1e6PPp9rp8ORU7HmUzz9zzpbFAGxZrzwlikRfl+fzSi56NCTRnxdqNQpIIojipX1erxePx4PD4cDn8+FTVHxXKUSvcecgCP73Mj9RVf9nI6/4FHB7oVZ8GK3LFCAmKHNdUJ0ocF/hUJqXjkZVBFId2ed25naMAGouzSa34jdCVcAo+18WvYA5o5bozao+4VOzepNFUSS2QChzJg5iULd6N+fEl1GxVCyvPd2BHz8ZgnqF11MnCwGP283m8nP4fAqmfHi2XY1CUSG891w39i97hWJxURhy6T2UZZkaNWrQvXt3YmNjc2wbEhJCnTp16N+/P42aNGP+yu3I2eTNun3g9Ar4VChRJJryJQrRq21NnujZEKv50ndEVVXS7S4WrNjCsDfn8cu63Xn+LdHQyAt9+/alatWqyLJMv3792LhxY66PnTJlCiNHjqRatWqIokjnzp0pU6YMS5cuxefzMXfuXF599VVCQ0MpVKgQI0eOvGaff//9N4qi8OCDD+ZqDOPHjyc4OJhChQrRqlWrwPjnzp1LkyZNaNmyJbIsM2jQIEqVKhU4bs6cOTRp0oR27dohyzKDBw+mZMmSmfY3bNiQzp07I8syXbt2pV69enzzzTeBNq1bt+aBBx5AlmV69OhBYmIir7zyCnq9nmbNmhESEhLwJBcpUoSUlJRrGpMAiYmJPPbYY0ycOBFZvvpza9WqVRw+fJjDhw/TunVrmjdvnsW4Xbp0KW3atMnVeTWycs8bnw6nm7dGdMbp8l67scZNQxAEihQM5+t3HqZARNB19fHX9sN8sWg9bk/u3kuX28v3v2zOsr1IwfBAGZX8QAiE4fpfkigE+r8oWqTT6fjzzz9JT0/H7lZITvNgdyuBQvQa/w0UuG6D1quA3Q2hJh11i4VTKNhI6SgrrcpE06NqLMUj/N7Oi4JYN4IokG1Ya054MoxQRfFP9s/ZfZyz+25amRavL3vzWBAErGa/h6taufyfGFTKMDgPLn+NX2YM45EeDTGaLSjCpYU1Wcx9fu/dRIt65di2cCwDu9TBYjLk2cjV6/WULl2asmXL5tiubdt2lCxXlTXbThLf7CUGj5+N0+XBasi6ICSLKig+Bk+Yze6DJxn3RNtMhifAhTQHPUdOp8+oz/h1wx7aNqyYSStCQyO36HS6TCGoQOBvne7S9yEmJibwb4vFgs2We62Lw4cPM3r0aEJDQwOvLVu2cPz4cZKTk3G73cTHxwfaX/7vqzFgwAC6du1Kw4YNOXDgwDXbXzn+tLQ0AE6cOEHhwoUztb3cADtx4kSW8Vz+97FjxyhatGim/QkJCRw7dql28uXnNpvNBAUFYTabM23Ly/28eN4mTZowZMgQBg4cmGPbRo0aYTAYsFgsjBgxImD4X86SJUv46quvGD16dJ7GoeHnnk94CLaa8PmULD9GGrcei8lAszpl2fnDeN7/YgWvffpTnvt4Y9oyurWojtVsuGq4l8vtxe3xsm7LAd79PLO6bsHIYErGR6PX37qP/sUfq2LFigHg8ak4vSpOmxe9LBAdpEO9TGFX484ia2XO60dVbzw01eUBg16ifkIEkijg9qqcT88/C08WybaWZm7xqLfmh0UFfIqarUcMwKiX6d+xNpt25S4c63IEQaBhzVKUSyhI2eIxlCkWQ3xsBFFhQbjcHpBkVES/V/eKe2XRC/mubpsXfD6FwjFhHE3K33qn9WuU5Ku3HsZyg7+loihSvXp11q1bh92eVck5MjKSIkUKE9/sJVJSL+0Pr/0MF/76AFXNfG8VVcDn8fHyU+1xON1XFbgqV7wgZ86l8eGLDyLmc3y43elGlkT0OhlV1dTP72Xi4+MzhYiCP5Q0MjISiyXv4mrZVQooXLgwTz31FIMHD86yz+fzodPpSExMDISx5ybkVBAEPv74Y5588kkaNGjA6tWrKVGiRJ7HW6hQIf78889M244cOcL9998f2L9+/fos+2vVqgVAXFwca9euzbT/0KFDN1Ul9vjx4zRq1Ii+fftel7GY3XtUqVIlVq1aRZMmTVAUhTfffDM/hvqf4Z73fAKZcj40bi8GvQ6LycCwh5rw1VsDaVKrDIY8GILJ523U6fUWL36wiD82HyDd7iIt3YnT5SHV5uCv7Yd4c9pPtBj0AR2HfExKmgPwPzw+GN2Dg7+8zuAe9fNFjOpi2OzF3M4rPZiX1yHU6XTEx8cTFOT3+saG6ikQrCM6SIeAP6zy4uF2hxu7051RvFyrX3u7yc95pKLe+AKDgl+IyOUVkEUBuzt/PeeyJOSbsX2zsXuunlstyxK92tSkaGxEnvpsWa88e5dO4Jt3HmHckPb0bFeb8mXiMZgtnEn3YTYbQRCzhBPLol9gSCfdunDb7DAZ9dStlvdJZU40uK8U3016LN8WcWVZpkOHDlm2G41GHn/8cRau3JrJ8AR/ORud7L/vF21Hg5xRAkivIzQkiE/G92H6d2ux2V2Zjg0NNjP60VasmDGcamWLYDLkn9fT4XSzcMVmJs/2q/g6tXzSe5o+ffowZcoUNm/ejKqqJCYmMn78eHr3vr5yUgUKFODkyZM4HI7AtiFDhvDOO++wceNGVFXFbrezYsUKjh07hiRJdO/enbFjx5KSksKJEydylcMJ/t+eqVOn0qlTJxo0aMC+ffvyPN7u3buzcuVKli9fjtfr5bPPPsvUz8X9P/74I16vl2nTpmXa36NHD1avXs2iRYvw+Xx8//33rFmzJtfhwHnlxIkTNGzYkB49ejBu3Lhrtt+xYwcbN27E4/HgdDr58MMP2blzJy1atMjStmLFivz66698/vnnuQp91rjEPe/51LgzsZqNdGxShaa1y2Iy6ti29xhdnv6U0+fSrnnssVMpfDznNz6e8xuDutXDZnexbM1Ozl++Sh5iJun3dwgJMpHucKPXy+gkMV9XpQVBQFFVFMVvoEiikKl/URRxuVzodDoURUGSJHw+hXCLf3VcEi9NUC9fHlFUFUkQ/OHFqn8SrXFvoHJrRXmuh7vJ+PT4VNKcPkyyiiRJWVaoDQaZ7yY9Rocnp3L8dAoVS8Wyfd/xq/ZXJiGGr94aiBuRNJcCXtWv9nQZqQ4vwUbZvz8DnSRg0d8Zb6xBL9Oibjne+SzvNZWzY/CD9Xl1aAcspvyLHpJlmYSEBGRZzqSE6XQ6OXToUI4qtGa9AKqKKAqkpbv4esmfDOr+AG6vv98erWqwYv1umtcth/my6Jhga/ZKvDeKqsL4KUs4mnSeXQeTmPR8t5tyHo07g379+pGWlkbv3r05duwYkZGRdO3aNZPaa15o3LgxtWrVIjY2FkVR2LZtG23btsXhcDBo0CAOHjyIwWCgZs2aTJkyBYCPPvqIQYMGER8fT8GCBXniiSf4559/cn3Ojz76CEmSaNiwIb/+mvvSRwClS5dm5syZPP744yQnJ9O9e3caN26MwWAI7P/yyy8ZOnQoycnJdOvWjZYtWwaOL1GiBN9//z0vvPACffv2JSEhgQULFpCQkJCncVzkyJEjlCtXjl27dmWbfzlt2jT+/fdfJk2aFKhzCvDTTz/xwAMPAGC1WgN/nzlzhieeeIIjR45gNBqpWLEiy5YtC0SuXUn58uVZvXo1jRs3RlEUJk6ceF3X8V9DUDXVE407AKfLg9fn472ZK/jft2s4m5J+Q/0dXfUmEaEWBEHgcLKTmBA9oiggi+Rrvuf1oIVl3T2oqorDk39ht6Lg99akOfOnx2CjQLItf73jwUYRURRuKFfTJMM5+8312ssi6AUvsiSxfft2KlSogF6f1aPl8frYd/gUz7+3gEWTn8DhcmPQywiCwJlzaRw4mky6w8UPv25jSK+GFIyJINWZ88UXDNFjdyvoJH+Ot5SR43mnfK/T0p1E13v2hvooUjCMWW8OpFzxgtnWQ75RHA4H33zzDUePHs20PTw8nEcffZQnXpnL1z/+lWlf4orX+ez7dUyYuiTT9uZ1y7Hwo8exuVRE1cuvf+6hcpnCxEaHZBsyl5+4PV5Cag4D/PWsT/72dr6I2Wlo3C2ULl2aMWPG0KdPn9s9FI27BM3zqXFH4P+x1vHsgOY8O7A5v/65l1/W7WbZ2p0knjib5/7OXUgnMszK4WQnTo+CoqqId4gEyJ0yQdW4NhdT+kQhQ4RHuTFDVFXzT4hGFvPPKL4cQbg5/eY3esHLH2vX8s8//+ByuYiIiKBIkSJZvl86WSK+UATvjeqGw+0lzQ3nnX5vm8FgonzpIsiiQK3KCagI1zQ8AexuHxa9hCDcud/n+EIR1/XsvMjE57pRvXwR5JtUhF6SJFJSUgJ/h4WF0atXL7Zt28a3337L1DE9+HPbIQ4cPRNoE980+3yt5X/swqeoCAIoyDSsWYr/zVvDYz3q56vHNjs8l6VGFIgI1pT1Ne55fvjhBxo2bIher2fy5MmcOHEik3dTQ+NaaMmQGncUZpMes1FPmwYVeWN4RzZ99yJfvjmAhjVLZVpNrlW5GK8P68hbz3SmduXM4Rq1KydQqmgBjp86T5Fw/8RDEoR7VoFS4+YhCv6SITpJxe31YdKBXrr+z9FFoy4/Qm9NegFbLgylvBBkFJElAe9dMH+WJYnNmzfjcvnz+/7+++/Av6/EajZQpFA4Lq+a6dpcXhWbSyHF4SPVLZCWi+oboSYJi+HONjxVVaVmxaJ5Pi7EaqJjkyqs/mIEje4vfdMMTwCXy0VaWhqCIFCrVi0GDx5MeHg4devW5fjx42zevJl57z2S6/7S0p3oMmY0oqznsR71+XntLlJtjlwrpF8PF43b2pUTWP/1c4iCNq3SuLf5+eefiY+PJzIykm+++YZFixYRGRl5u4elcRehhd1q3PF4fT5s6S70Opnf/t5HQuFICkWHYjHpUVQVu8PNgaPJPDjif5w+l8apNRNxelWCTTLJaR6SbR6KRhowyGKg9AlkeKGEy/6fcb7bHZarcWfg8SkcPudg+b5LnpcIs476CRHEBBtwXEVXxB9+mf0+k87/+Ut3q/iu08ATAb0OZFHgXHr+hLYKQJjFb2i4bqBLKcNDLIs3N+xWJ4LqTs+Uw2MwGBg2bBgGgyFbo9DjUziVemNiMKKAP4T/Dn9GKIrCxl1HqN/33Vwf06ZBRWa/PRCn20vITcqPvBy3243L5UJRFIxGYyBnzOl0snDhQgoUKEB0XElqdM+dimSZYgX4+9sX8Sjg9WXU0/V66Dr8Uz4c3YNisVHIcv4ahja7i3p93mbvoVPMfL0/PVrVyNf+NTQ0NO5FtCU6jTseWZIIDTZjNulpVb8CpYvFEGQxIooisiQRbDVRsVQh1n71HJ+92g8FOJHiZs9JO8k2/2TzRIobRfWXZki2eUm2eTlv95Fs83LG5uV0mpczaV5SHf4Js7Ymo+FTVH47kDls8azdw4IdSZxIdWLMSFow6/wvgwwmnf9lkC69TDoBg+zfr6h+o/NahqdRB3pJRRL9hpzVIBBs9L8sBgFRgHRX/rknDTq/MXUjhqeA3yusqCruvBYJzSN6GXbv3g1AaGgosizjcrn4/PPPsdvtWerwqap63QajAJh0IhEWmZiQu6M2pCiKlCkWw6Bu9XJ9zLMDmmHQ626J4Qn+mp9BQUGEhIQEDE/wK4NXq1aNOnXq8NKHP+S6vz2HTjH2o8UB76eigChJNL6/NO2fnIrDlQu3dh5RFIUWdctTNDaCkvHR+d6/hoaGxr2IlvOpcU8gSxIRoRY6Na1Kqj1riFVUkA6fonL+Mm/M5aVRjDoBq0FCuUrZBo3/DhcFoZbvO4PrKlbioh2n6FW1ECEmHaoK6S4VvQ6cPlAVfzmUy3rM9bktegFRBJdHQRIFjJKAooLLo5LuvnmxsEadwI3aizrJrz5ry0ej+GqoXg8nT54E4OFHH0dVVS5cSEFVVfbv30/BggUJCwsLCBAJgoCYx0xWWRQIs8joM9R/7yRBodwQZDHy+rBOLP1tB8dPp1yzfViw+ZptbgWSJFGiRAlSbXaWrd15zfaCIFAwMpiUNAex0SH+90q4mKct4HR7OXz8LCvW76ZT06r5OtZgq4m3RnTmrRGd+ez7P6hUOhZZkjRROQ0NDY0c0DyfGvcMoiiiKApWo0S4RcYg+1UoY4J1BBllZEnArBfRXZbGJIv+iXew0b9RVYWrhlNq/DcQBAGPTyEm6JLCZ7Ah6zrd15tPIAA2l4oCOD1+j+b1mF6i4PduenwKSRfcnE33cjrNg8ur4vQoN9XwBH9ONDe46CIJ4L5FyaKKINO2fQeee+FFUpw+Jv+eyE//OlhzzMN5UyzmkHC8iPh8lxabVBX0cs4GgQAYZRGLXiQ6WIc+o2aneBvrdt4IkijQqVnuDK6d/568yaPJPS6XC0d6Gks/efKqbWpXTmDXkvGc3/A+WxeM5cRvb/F4z4aAgFknYJQFnE43ew4kAfDTmp3Y7M6bMt6d/55gxfrd2B0eVq7fzT87E7HZXXjvhuRpjTyzdu1aWrduTXh4OMHBwZQqVYqnnnqKw4cP3+6h3XROnz5N7969iYuLIzg4mKpVq7J48eIbal+0aFEWLlwY+Pvvv/8mKipKK1tyD6MZnxr3FKLoLxMRadVRJMJIyQJmgs0yaU4f6S4Fi0EkzCyjkyDULBFh1RFslPyTfC94FJC0b8V/Hp0kUqWQlW4VouhTJYa+NeJ47P44BtWMpWnJ8EA7n6JyI5UcdJI/VNViELA5fZxN96JcZgPaXD5MOjFbgSJRBIPgIdgAwQYVg+DBkosKD1d+vi0GcHkV5BtQQbp45E2Otg3gAwbP3kqP6f8w+Ost/LAtic/XH2Hy6kO8uGg37ab+ya97k3H7LoXQCwJY9FkFdPw5qv6FqZgQPeEWmRCTfNcanJdjMupp/UCFXLXdsucoXt/NLY+TW0RRZMWKFdSqVJRmtctSOCaMKmXiKBQVAkCBiCC+++AxrEFBHE52cfSCl4PJbo6ddaKoKh6fwt4kO4IkUruKX5Buzcb9N0XG2eF0UzAqhMkv9UQSBRKKRBEWbGbku9/hvAmhvhq3lx9++IFWrVrRvHlzdu/eTWpqKr/99hsJCQl5rpl5kctr3d7p2Gw2qlatyoYNG0hJSeHll1+mZ8+e7Nq1K1/ar1y5kmbNmvHWW28xYsSIm3kpGrcRbZqtcU8iiv76e+CfGFsMIhaDiDdjdhxikjHIIg63it0DPvXSJFO6g1UsNW4dkiAQHWIhxGLE4/UiyzJ6nS7TQ3P3aRtmvXBd6rdmvYBeFtBJcC7dS1o2CZd+r6ePYGPWR7VZBwtXbSWm/khC7x9Om8GTWbtxH0bRix4PoUYBo+jDIPtzJA2CF4usoMNLkF5FhweT5GPDpn/xeb0Igr8+5/Vw8etyKxw9suh/b/49YyPZ5uZcetZQBbdX4Y1l+/hu03EcHh9utxtBuPRM8PcjEB2kIyZET3SQjlCTjCQKiBmve4VKpWNz1e5sSjpuz51hfOp0Otq0acPhw4dpXb8Ca74cyYrPhjPv/UcB6NaiOrJOJtnmzRRpkO5WOHjawcEzfg+nxydQqlgBAA4fP4ten/+ZRoqqsnn3UQx6GYvZQGx0KEULRfDa0x2x3oT6qBq3D1VVGTp0KKNHj2bYsGEUKOD/bBUsWJDhw4czYMCAQNsDBw7Qrl07oqKiiI+P59VXX0XJKMMzc+ZMqlSpwrhx44iJiaFHjx6MHz+edu3aMXjwYEJCQihWrBi//vorCxYsoESJEoSFhfHiiy8G+j9y5AjNmjUjKiqKsLCwwPflIv3792fQoEE8+OCDBAUFUbp0aVavXg3AokWLSEhIyJRitH79esLCwnA6c44OSEhI4NlnnyUuLg5RFGnXrh2lS5dmw4YNN9x+wYIFdO7cmRkzZjBw4MCc3wyNuxrN+NS457kYNicKAvoMtUMhI0Qwu7mylvGpAaAikO72YnO6sTlcnEtL52xqOgWDDHSvXJAqhYJxeHx4FQX5OipSSAIkp3lISvXg9FzdanO4FSRJIMIiEWLyf35FwOf1Mf3bNThdfuPrn52JdBr6MY+O+4rBE2ZTvMWLvDn9J9JS03Da7YyaOJ+SrcZQsMFzFHhgJI9PmM2DI6bR5vHJ/Pjbdjw+5boXXfJZRDRHDJLAoq1JeK7hZlVU+Pj3w+w+mQaChMfjQSdBuEWmQLCOAsE6dFLGs+EeMzgvx2TUk1D42mUQalcuhu56Psg3AVEUCQkJweFwEFsglLAQMxaTgaKxEfw87WnKlSiEJxflU3SSwOFjyQDodTdH4sJiMlCrUrGAoJVeJyPLEmHBZlxu/3fT51NwuLR8jrudffv2cfjwYXr06JFjO4fDQZMmTWjcuDHHjx9nzZo1zJkzh88//zzQZseOHciyzJEjR/jyyy8BfwmTpk2bcu7cOXr37k2fPn1YuHAhW7duZe3atbz77rts2rQJ8ItdPfPMMxw9epTExETMZjODBg3KNI45c+bw6KOPkpKSQt++fenfvz8Abdq0weFw8NtvvwXazpw5k169emE0GqlUqRJff/11ru7J6dOn2b17N5UqVbqh9rNnz2bAgAHMnz+fLl265KovjbsXrdSKxn+Six97hyersWnS3RxxEVVVSXe4UFW/GMilcMB7c9J7t+N2e9Drdfzyyy+cPXsWSZKwWCy0bt0at09FynjbJNFfPsWngE9V0WfssLvVq3oCLXoBn6Jyxpb7CaleEogM8sfVur0qBxKTqNHt9Ru6xouEh1hYP2cURWLC8fgUPErePpMXlW5dXgWH58Z/Uix6EUNGfmaK3RdYJDJIcDrNxZNztnLBkbtQtdn9qyC7LuByuYiLi8NozLs36m7+rnq8Ppb/sYuuwz69apuwYDP/LnsVs+nOUfN1Op3Mnj2bXr17AyIm46WxpaU70ckSh85mH9YqixAdJCOLAoPHf8V3yzdRMCqEbQvG3DRvpKIoKIqKfIUBb7O7+OqHP+nXoVama9C4+/jjjz+oV68eDocj8ByZMGEC77//Pl6vl9atWzNv3jy+/fZbXn/9dTZv3hw4dtq0acyZM4eVK1cyc+ZMRowYwZkzZxAz8jbGjx/PsmXLAh7BXbt2Ub58eXbv3k2ZMmUAqFmzJo8++iiPPJK1/u2WLVu4//77cTgciKJI//79cTqdzJkzB4Djx48TFxdHcnIyERERjBo1ilOnTjFz5kycTicFCxbkl19+oUaN3JcLcrlctGrVisKFC/PFF19cd/uiRYty7tw5KlSowMqVKzGZbo3itsbtQ/N8avwnuTiJNOrIEjJ5MwzPdLsLu9ON1WwkKGPyo6363Nno9bqAYE1iYiIWi4UqVarg8XjwKv6yJC4fODyqv0RJRu6gywdunz+sNjuMOn+oXnJeDE9ZIMQsoygqJ8+70EkCZ87Z8uMyATh3IZ1FK7YA16c7pOL3NOryKWHaIAuB74dy2TaHx8fALzfn2vDsVq0QEUZYvnw5JUqUQKfLRVLsZaiqGiiPczcangA6WaLBfaVoUqvMVdvExYThzoUn8VYiiiLh4eHoZDlL4dwgixGdTibUnNWbGWUViQ3RsXjlZu5/8A2+W+73FDWpVSaTwvmNcmV+rCiKyLJEqs0R8HgCWM0GBveoz/lUe76dW+P2EBnpjyA4ceJEYNu4ceNISUnh2Wefxe32L4YcPnyYHTt2EBoaGniNGDGCpKSkwHGxsbEBw/MiMTExgX+bzeZst9ls/uf+mTNn6NWrF4ULFyY4OJj69evjdrtJS0vLtj+LxQIQ2D9w4EDmz5+PzWZjwYIFxMXF5cnwdLvddOvWDbPZzLRp0264/YcffojX66Vdu3Y4HI5cj0Pj7kQzPjX+swiCP1fPrBcwyn7PTTZ6JNeF3eEOhFm5PV4+X7AOm90V2O8v6QJpTgW724dP0Uq83IlIkkSjRo0YPnw4TZs2JapAQTxXVKi6aHi5M4xRRfULyY89hQAAmbhJREFU7wiCgCGbz5MsCtjdSqbFB7NeJMggEWSUCDb6/+8XvvH/HWHR4fIoHD7jJN2tkGL3osvHWNfRj7ZkcM+G7Dt9AwatqqD6PNeV/3ol3mxroap8+OvBPCnqqipYrVbq1auH2+3OpH57JYqi4HQ6M9UIdXj8pWPS3Uq+Gi63GqvZwGev9buqAX0nmtWqqtKpUycEQcBkyLpoIIkCUUH6TGJc4RaZYJOefYmneHTcVxw4cgazUc+7I7vy/vPdCc7HGqYCQhYDNC3dyeSvV+O57DPq9frbhAWbtWf8XU6pUqWIj49n3rx5ObYrXLgw1atXJyUlJfBKTU1l585LpYOuNDzzygsvvIDdbmfTpk2kpqby+++/A7mvUV66dGkqV67Md999x8yZM/OUY3nRkHS73cyfPz9Q0upG2oeGhvLLL79gs9lo06YNdru2WHMvo9X51PhPc3EydjTFgV4WibbqAeGG6rTZ7C6+XfYP83/ZzJqN/+L2ePn351cJCbZic/qwGiXOp/sy5awJKEQFyaiol1yiGXXqLqKqapZ6g1o9uZuPLMuXwrTz6BySJQFXxvtskv1huYIg4HBfmrQKQJhZZt3mgzhdHtweL9ERQYiCQLkSBdHpZOwuH0kXLoUYpjk9VC8ff8PXBlCqaAFeeLQ1aw6eAxUSIsx5dsvLqodt27b762tGRmO/zKlrkP1GoDuXWjZGWUAWwen158UGGUTcXoXTaS7WHTibp3Et3ZlEfKSZFmWKsn//fvbt20ebNm3Q6/UBL4UkSdjtdg4cOMDWrVtJSkoiJiaGbt2683/27jvMiap74Ph3ZtKTrbSldwTpIooCUkQBAUVR7KLwqsiriIUXxAL+bIiKvRcQQcEuIjYERMGCdAXpdekL29Nnfn+EhF22ZdkO5/M8+7DJtJslycyZe+65XkIXSadCBWyrxcQFZzfn5+Wb8ixrXK96pcvEsFqtBAIBvL4gTkf+dwVVFRrXsOPxBVAMnR3Jh1mybR+bdx0C4IZB5zLlviuwWEw47dZSa5vb48Nus+Dx+jFpx9umqQp3Xd8Ll+P4scJpuDarWb6rqzhFUXjxxRe54YYbcDgcXHPNNdSsWZNDhw7lCiwHDhzIAw88wGuvvcbw4cMxm81s2bKFffv20bNnz1JpS3p6Og6Hg/j4eFJSUnj00UeLvY8RI0bw3HPPsWXLFmbOnBnVNn6/n6FDh5KVlcW8efOwWgv/XBVn/bi4OH744Qf69evHJZdcwjfffBPpsRWnllPglCpEyeiGQUqWD19A5/O1+/lx0yEC+slfimV7fIx67CN++v1ffP4A1eNd1KkRR7o7iN2S/0fOIFTxNN0dJM0d5Gh2kLTsIPqxtD/DMMjy6hzOCHAoIxAKRI8FMnI3veyFLxpP7Bk3q6FxiLZ8ro29AQOTpuCyhn4MDOwWjWDQoGZsqMfGalKwmUPviX63v8jAUa9wxd1v0O2GZ+gx7Dl27D2CYYDDquUq6uO0mti6+1CpvLYnxlxGcpqH6k4LSbFWggaY1ejfU5ru448//mDevHl89NFHBH0ebMfGayY4NBwWDZdVw1zA2SbOppHoCPXwmtRQL7A3GPpMeIKhAN5iVhg+YxXuQgoz5Sfbp/Pcj1uYtTyZ+vXrs2HDBr744gt+//13vv32W1599VUef/xxpk6dyldffcWOHTvyrfZoNZ1cRePKJMZh5dYru+V5ftjg83j38ZuwlkEl2JLSDQqtUBsuIueymVBVhWen/cBND0znsde/4fG7L+P58UNJiHOWauDp8fmx2yx4fX5sJ/TIOuxWFEXhgalfcCQtK1IMLBAIyvf0KeKyyy7jm2++Yf78+bRo0YLY2Fi6d+9OzZo1ef7554FQtsWCBQv46aefaNSoEdWqVeO6667LlXZbUo8++ihbtmwhISGBrl270r9//2LvY+jQoezcuZN+/fpRo0aNyPOtW7dm1qxZ+W6zbNkyvvrqK5YuXUr16tVxuVy4XC6efPJ4/YH+/ftHHkezfk6xsbF8//33BAIB+vfvH0kzFqcWKTgkTnu6bkQqXW5PyeLv/RnUjbNxVr34fHsWdcModFzooj82csnIlyOPx/2nLxNuH0C6O0g1V+hCKtunk+GJ7kJaU0M9RznjYbOmYDcrWI7NAanKHfVyEe599gTAdqxHL6CH5orUlFCwFKYpoCoGf25PRVUUPAEdq0nFG9BpV9dFotNCUDeOjZVUuOqet/jm53W5jvf+UzczuM9ZKIqCxx9kX6oPFagVo/J/r83jlQ8Xl+j1xLps7FgwmX8OZHJW/Th0HVA4Vjyp6O0tqkF6WiqvvvpqZBqBK6+8kqYtWhHQdRwWLdKDadFCfy9FCb2X/UEjMrbTGwgtV5XQXLs5M2vNKqRl+7j09T9K9FpnDGuPnn6QObNnR9pakMaNG3PllVdFej7j7Oop8RnLyvZSu8f/8AeOv1EP/PIMsS47bn8QBbCZK0fFW6/Xz59/76R7p2ZRra/rOl/8tJqbxk/jqTGXM3xI11w9kKUh3OMZ/jc/mdlelvy1iQvObpHr+IFgEJ8vWKmKOgnRtGlTnn/+eS699NKKboo4jUjPpzjt5ZxioUGCg74ta2I3a6EgM0fPYrgXUj9WfMQX0CO9kgBZbh/rNiXz+Bvf5Nr/TZd2CVVE5fhFtacYFUGDeu7AE0IX7umeUE9otk+Xu+rlJDxO2H4s8PQGQ0GaX89TE4WgERrfadFCgSeEqsECrE3OZNm2VH7ZcpSlW4+SkuXL9yI7JTULgEDQwHms27W6U+HrxWtLHHgC3HNTH9wBneRUD4cyfRgYBIIFB56qEUANelECHjTdx57du5g1a1auYK5u3boEdB2bSYu834PH/lY+PRS460YoRdF/7LHBseJNgbxzhRpQKoMSb5u1jrgadRh99910796duLi4fNdTFIULL7wQRQv1amlK5RwTeTICQZ0+57UCoFq8k/cevykyDtKkKnz190G8gcox1+fSVVv5Yek/ZGZ7ycgqfO5BCGWcbN5xkJ/fv79MAk9/IFhk4Amh8bW9zm2J81iQ6fMHcHt8LFu1jddmLyaYdzCzEBVi9uzZBAIBBgwYUNFNEaeZypdnI0QF0lQFdKgbZ8MwIMsXRFMVNNXAGzBQFbCbVQzDwKwpZHp1Yo7lXC76cyPX3f9Orl4FgM5Dn2LBe2No2bQuRzIDkZ6f0uL1GzgtoeD4VOidqezCNyS8+Vyj202h/1tvMBSwGECdBBubDuQtnpCzcE6aO0CX9k3yrLNuUzJenx9FPV6W2WoxMfaZz0r8Onqe04Ixw/rwz4FMDOD37Uc5o5aTZtWd+PKZakUlFIj9vnw5O3fuJDMzkwMHDuRZb+HChZFCMTmnXcn5no82e1Yh1BvqK4ULdk9A5/K3VnBRqxpcf3YnunXrxuGUFP5avpz169fj9YYKgvXr149q1avjDob+BlbzqfOZinFaee+Jm7hoxAuMvPoChlx8VmRZcpqX7zYepmGinU71YkutcvHJ8Hj9+AJBpr6/gOdn/MSOH58kpoihXy6HjbHDL0bXdcxlMKen2aSh63qR06Xouk4wGGTn3nRqVYsh2+Oj+43Psn3PYYZc1JEst7dUCx8JcTJatWrFkSNHeP/999G0ypHtIE4fknYrRD78QR1NDfVy6QZkeINYTSo2k5Kr2I8vGKpa++tfGxk06tUC9xcf62Dv4qc5kF420xnE2hRMio7P58NisRRZfU6UTDj4zBlQOcyhuTsVJdQzrSgKmgJLtx7Jp3JrbvUTbODJpu1luYtGxMfY2fnTU/h0FYdFYcsBN42rW4ntfHeJX8OuRU9zIDvIlsO5A+MLW1THatbypL4aQT+LFi2KzENXmCZNmnDllVdisdryDdKjZTdBSpaPR+f9y4pdaSe/o3xYVLju3PoMal2D6jFW9u/fj2FArVo1yQ6GgheFUMrtqVQoJjTfsA9VUSIpoIZhMP/fw3y6Zj+xNhNTBp6BtRSrKReXzx/AYjYxd9Earr3/HR64rT/jhvfFXElSggui6zobtx/gkVfmcsvl5+P2+Bk2YXqkt7N1szoseO8e4mMk+BRCnL4k7VaIfJi10BgvRVFQFIi3m1CVvOM8rSYVm1llxfqdhe4vIcaOoii5pgUoTVaTwjvvvMMLL7zAtm3bIpU8RdmxasfTMa1aKDU222fgD4JFC6XbZnsDRQaeigINEu08+OKXeZaddWZDst2+POuXVM9zWhAfY2f7kbzzqaW7feh+LxYliEUJYiZA8u6dzJ49O6rAE2Dbtm1MmTKF1NSjBRYaKkr4xk81p4UzkmJObieF8Okw/bfdDHlnJUPeXkGy30mtOnXwGcd7zU6lXs8wRVFwOay5xh4qikI1eyjNON0TYOWedPTSTM8oJovZRDCoc+G5LXnn/25k2aqtuL2V/zvN6wtQPdHFjKeGc8HZzbnkgjbceOm5ANx0WReGXHwW1koeQAshRFmTtFshiqAeS7M0a7mnYFEUhWBQ57c125j0yrxC97E9OYXf12yjc9vGkfRYXQ/NIegNlOwiz2oKTRdRt25dDh06xCeffMK4ceNKtE9RuHDqrc0UGs+oKpDpC/0/+oMGKgqaZnAos+gL5jibCZ8vwNyFa/IsM5nUyPQ6GKG7hYFizHMZ5rBZ+OvTB6lVPZa3P17CFRedxa6jboInBBg2k0oNp4lvv/2WAwcO4Ha7yczMJBA4uR77Tz7+mBEjRmBRTfiK2ezwOFBVgf/2aMxfO46y6WDWSbWjKC1qumhfLw5fjjGnCuTKdDjV1Yo5Hoy6/cFSuclREpqm4nRYubRXe5IPprJ9z2HOaJKEzZJ3zs+y5vX5CQT1Iqvm6gbEOGzHquCaCQSC/PDrelo0qsWLD1yNyaSSle3Dbiufdovyt2PHDho3bszRo0eJj4/Ps/yXX37h2muvZc+ePeXfOCEqCen5FCIKoV7LvBeimqbSoWU92jSvU+Q+et08lVsmTOeae9+iy9VPMn7qZ8TZNSzH5jUMVQQt3pQOJhVibSrLli1jw4YNQCj1a+HChaSnp5900CCKphx7P2jHxvCG3xqGAZ5jNxRODO7yE2c3s2Hb3nyX/bZ6GxazFgpAFbBbVHTDwL3qFQb2bMvFXc8sMji6fuA57Fo0GavLyarkDIZfdQF+k4V/D+QtYd+5QSwbN25k9erV7Nu3j9TU1BK9hw4cOMCUKVPwed0n3QOqG+DXDaYNO4uzG+ZfJKgkOtaP47FLWxE8ocqu7RTs9SxMnTgbiQ4z8XYTrZNclSbotllN3H/LxTRtUJNdyUc4dCQ9qgJEpSUz28tV97zFo6/OK/K4Trsl1/Qr2V4/tw7tzqEjGQSCQfSgQYyzdAshifL366+/0r9/fxISEoiPj6d9+/ah77koMo66d+9eroHnK6+8wtlnn43VamXw4MFFrp+cnMzgwYOpVq0a1atX56qrrso1tr9nz5688MILkcdbt26lSZMm3H333VL4UERNgk8hSkyhfcv6Ua35yfcrmL/kb/7eso/XPvqZh1+eS5xdI9amkODUcFogwRl9WpbDorB//35+/PHHSMEUgD/++IM33niDtLQ0PB4PwWAQv9+P2+3G4/GQmRX6ESUXTqd2WpRcc3H6AwbNajpplVR4pRRVCfVM5sdi1vh7817MSmjgZFK8FeNYQPv2/93IzKeHM/PpWzAVMj7vhQnXsDPVy/KdqRzK9PHTphTW7s3Af0JJ2zibCZdZ4fvvv4/mZUctEAgwY8YMTConnXYe0BX8usGkga1KtW2tkmKYckXrYwHu8efDc7BWlgCsPGgKPHFJc54ecAaJjvLvXSyIpml4vH7umfwxDeokYjKZWLVhN5nZ3qI3LqHMbC+vfriIH5dt4KP5y0lJzSI9013kVD1hsU4bd17bk3VfTcQ4NmepqsplV1U2b948+vfvT9++fdm8eTOpqanMmTOH9evXs2/fvopuXh516tThoYce4tZbb41q/VGjRgGwc+dOtm/fjtfr5e67868xsHbtWrp168ZNN93Eiy++eFp9X4qSkW9BIUrMYPvuQye15dTpP+LqdBdx54wh5uzRbNt9CF8x0nC9AYPq1avTrl27XJNEA7jdbo4ePcrWrVtZuHAhy5cv54MPPuCHH34g0+1l7HOf8cfa7WRmSxBaUuFeUJtZifSY+YKQ5TOoFZu3p8OiKbisGg6Lxp5UD2c0TqJFo1qR5R1b1efr1/7Lpm8fo03zOlgt5lAvq6rgPDaFRHyMgxinjX7d2vDgbZfk267/XtcTVJVNB7Mo6l0VazORnp5BVlbpprY2bNiQmJgYVqxYgUXjpHtAA7pCgsPM5MvPxHayO8mhSXUHL17dFlDwnVAUyWE5/U6NJk3FZtKwmNRyq3Sble1l9/4j7Np3BI/XT7bbh9uTt/fI5w8yb/FaLhrxAs37PUS/215i6coteH1ll9nh9fnZvucwk14NDak4fDSTVgMnMn7qF6RmuMnOp535cTltVIt3lvrUL6L8GYbB6NGjGTduHGPGjKF69eoAtGzZkunTp9OwYcPIul9//TXNmjUjPj6em2++Gb/fD8DixYtzpeP27NmTBx54gL59++JyuTjrrLNYt+74fM9Tp06lefPmxMTE0LRpU1555ZVitfmKK65g8ODBkbYWZfv27QwdOhSXy0VMTAxXX301f//9d571li1bRq9evZgwYQKTJk0qVpuEkDGfQpRQIKgTF+MolX21bJLEwWJUxPUGwKRq9OvXD5PJxDPPPBM5yQ0aNIgGDRrw8ccfs3Xr1sg2HTt1ZvLb3zP9i9+Y/sVv3Da0O0+OGYzDZpE7lyWkKAom1cBhUSJzuYZTZqu7LDRIsOG0hr52dcOIpFirqsLkewYz/5d/uPLiszi7dUPsNnNUvSQOu4VR1/bk5VmLOJJ2PHCMc9m59+aL2HIoumAy0xvAWb3w93FcXByXXnYZVouFpUuXRlK9w+rWrYuiKHTp0oWWLVty5MgRYmNjCeo6Cgp6MIhJ0wgaxZ9uyKrBpj1H6VAvlpa1Yli9p3jVb1UFbu/emJ4tqmExqcTZzaFpcU74uFmPpcHLZ6Hs2axmDAO6Xj+Fw0czSaoey/dv302jutWw5JguxaQpDLv8fF6c8VPkudsnzWTTt4+VSbsMw8BqMdO2Rd1c1c0BLj7/TBw2C5ZiFg6S91PVt3nzZrZv3861115b5LrffPMNK1euJDMzk3POOYdZs2Zx880357vujBkzmDdvHm3btmXUqFHcddddLF68GAjdvFu4cCH16tVj8eLFXHLJJXTs2JGuXbsCMHDgQLp168b48eNL5TXee++9fPLJJwwYMADDMPjoo4/yzAO6cOFCJk6cyCuvvMKNN95YKscVpxcJPoUoIbNJo3aNko9FS4wLXfjnd00eHleYc5lFC/e0qfy4dCN9zm9Ju3btWLFiBRCax2vevHm5Ak8Ar8dN43rVIo/f+vgX/P4gT917OXEy/1yJKYqCSigADevWLBEMA1OOHiXthNG9fbu15oLOLYosapIfq0Vj/pt38fYnv9Dr3DNo3bQODeskomoaRw5HF3x6/Domk4mmTZvmec8AWCwWhg8fjtnmQDcULr30Mnr37s2qVas4dOgQMTEx9OvXj2AwiKGYOOLWscUkku7V0cNJNn4Dh0XHZVUJGsfn8fSfMN4yz+vTYM3Wg3S9ezafP3opT11+JimZPuasSObrtfvzrF/NaaFZDSd/7DhKUqyVsxsmMKhdLZpUd2IYSqiYkR9OPKSmgt18eqXbViRNU0mqHsvCaffS/YZn2H84nYtGvMBvH42jRmIMZlMowHPYrfQ8u0Wu4PNASgY+fzBXkFpS/kAwkmEQCBrohk76ny8A4Pb62bXvCI3rVsds0iR99jR06FAow6lu3bpFrjtp0iRiY2OJjY2lf//+rFixosDg88Ybb6Rjx44ADBs2jH79+kWWDRkyJPJ7r1696Nu3L4sXL44En/PmFV7ssLi6du3K22+/TUJCAgBdunThoYceyrXO4sWLqVWrFpdckn/GjRBFkW9PIUrIMKD9GUWfjIpyJC0bf0DHrOW+8FUVqBFrplacmeoujXi7Sq1YEzaTwc9/bqDP8OcZPPp1xjz1Cb169Q5to6pYLBa2bduW5zh//vE7/xnSjTo5AuabLz8Ps6bmm/Imii+chhv+MalKrsAzP6qqnlTgCWC1mGndtDZT7h/Cpb3a07JJEnabBatZo2UtF/Xjiy6v6Q7obErxcMklx+9yq6pKr169aNSoES1atMBssZLuCVVpTvOp2FwJdLugJ4Mvv5z+/fvjDiik+TTSvQa6Dtk+PU+Al+3TyfAE8QcMsrw6ae4AZjWUjqspofe7QqiYllkNzfWpAA++9ysAV0ycy82T5/Pyp39ye7eGvHpNO5pUd5DgMKMA4/s25+PbOvPYpS2Z/Z+zmXFLJ+7u3YSmNVz4gkok0D2xXaoCLqucEsubxWyiflICf30ygTbN63DwSAZdr5/CjuTDub6PundqxrntGkce221mrJbSCzx1XSc90815104mNcPNj8v+Qdd1qnW9j5jOd/PUW9/SuG41HHYLWjmlJYvKJZy6mpycXOS6SUlJkd+dTicZGRlRr5uZebwY3KxZszjrrLMixY3mz5/P4cOHT6b5RdJ1nYsuuoiuXbuSmZlJZmYm3bp1o2/fvrnWe+ihh2jZsiW9e/cus7aIU5t8gwpRYgb7U9JLZU+z5/9JnD33x1I3IN0dZNOOAwx7YBrfLF5DqwETqXbePVwx+g1+WxMKMIdfcR6rV68KbaPrJCcnc8MNN1CzZs1c+/N6vaE7+scKDl3RpyMtGyfx5U9reHb6j3h8/lJ5LaJ8mUwaDpsl0lsUeV5VaV83lmrOoovIbDmUjc1hp3fv3litVkaPHk2rVq0i44ZULfe+s3w66V7I8JtIyTZw+6PLpXX7DdI9Qdx+HW8ADmcG0FQiY0KtptB72KwpHM7wcyTbz7v3H78A+m75Dt74ei0Nr3uL/QeO8tq17fl85DnMv+s8zmucQNsR02l+07uYDB0VA19QyZNem5NCKPBUkPTIimCzmqlTM46F0+6lXq149h9O5/zrprDoj42RwkIOu4VPnr8tso3b4y+1okMeb2hf/W57ib8376VOj//x9+a97N53BN+xcaXDh3TFcZI3h8SpoUWLFjRq1IjZs2eXy/F27drFsGHDmDJlCocOHSI1NZVLLrmkzKrKHjlyhJ07dzJ69GgcDgcOh4O77rqL3377LVeQabFY+Oyzz2jUqBG9evWK9AgLES0JPoUogWBQZ8uuQzz9TskrhKqqytD+nfOd99MwDMwmjc9/XMUN495j574jedZpWDuBzZs3Rx7PmjULTdM466yzcq3XrFkzNu88SIPaiaiqwoTb+2Mxm7hvyid88t0KAoHgibsWVZymKjSpFt245N92ZnJ253MYPXo0hw4d4vXXX2fq1Kls2LAB3SibU4ZugC+gczQ7wI4UD9sPe0hO9bH1kJt0b5BMb5BaCU5sJ/R0BQI6V0ycS60hr5F05Rtc8ciXtBk+jeTDmfz3sg7EOCx4g4W3ORx4qooEnhVJVVVsFhNvTLoBTVPJzPYyZMybfLFgFVnZXhRFwWGzMPneyyOptiv+2Rl14Z8TBYM6qenZfPL9Ch568Su63fAMf28OTXnU9aym3Da0O9fd/05k/Ykvf10uFXZF5aUoCi+//DKTJ0/m5ZdfJiUlBYBNmzYxYsQIdu7cWarHy8zMxDAMatasiaqqzJ8/nx9++KFY+wgEAng8HgKBALqu4/F4CpwSpnr16jRr1oxXX30Vj8eDx+Ph1VdfpV69enkKFlksFj799FOaN29Or169OHjw4Em/TnH6keBTiJOU5fYy7+e1XH3v2+jFrZ6SD13X+W31VqwmNc9cn76gQaO61XCveoVH7xyY7/apGW7q1at3fBufj7lz59KhQwcaNWrExIkTeeCBB7hkwCDanVGPFZ8+yLovH6F+UgIfffMnqRluNu88yNF0d4lfi6hcDCNU8KhXi2r0blGNvi2r07t5Nbo2TqBvy+p0axzP+Y3jaVs7Bm9Q57A7iMlk4uuvv8YwDGJiYmjRogWZJ5aFLUWKomA3533vAwT1UHA6/prOBW7v8QVY9s9e0rNDF1Z9zmqAphVeFEZVQvPkalJgqFIwm02c264xv380jsb1Qhe7d/zfhyz/ewfpWR78wSC3XN6VNV88RNsWdbn63rfJzIo+IMw5RUqW28uIh2dw0/hpvPrRYjbvPH7xfOuV3flx2Qb+3nJ86ozPF6xixT+lF1wEgzpeyTKpcgYOHMi3337LN998Q9OmTYmPj+fKK6+kZcuW1K5du1SPdeaZZ/Lggw/Su3dvqlWrxpw5c7j00ktzrdO/f3+efPLJAvfx+OOPY7fbeeKJJ/j666+x2+1cfPHFkeUjR45k5MiRkcdfffUVK1eupG7dutSuXZs///yTuXPn5rtvs9nMnDlzaNmyJT179mT//rzj74XIj2LIrLBCnJS0TDdJ3ceWaB83XtqFmokugkED3TC4YdC5tG5eh7TsYJ4e0ASHhllTGPfcZ7zy4eI8+7rr+l6MHdaDN998g2AwSO3atRk4cBBJSbUwDANN02h5ySMkxjm595Y+BAI6Z7dpyJ/rdnDHox/i84fSyyb9dyD/va4XTrtUvz1VGIZBQA8VrFKV0F3HwLGCP2ZN4aeffkJVVRo2bEj9+vUJ6gb79iYzY8YMAM455xx69u5Nurfs7lfGOzSsJpXth935VsKNtWl4PF5aDHsvqv0tevYq2jWrVWC6rdWkYD82LY68zyuXYFAn+WAqLQdMPFZ5NhSUWswmxg6/iLNbN8QwYMzkj2lSrzp333ghDnv+c+WG+f0BPL4ANqsZXTdYv3UffW99kdo14hhycUcOHM7gx2XrqVMznm/euJMu10xmy67c6YSfPH8bvbu0LHBe3oK4PT7sBWyT5fae9FhvIYSoiiT4FOIkZHr8aKpCt+ueZv3Wk59Y+sjvz7N73xEOHc1AU1V27z/KlRefhTdgkJod6mWyH6toq6mQ0GUMgQLKgtqsJlZ/9iBxTjN2u51gUOeLn9by8fcrqJngwhcI8vF3K4psk8mk8sgdAxl1bQ+5KDqFeI7dzAgX9fEe68S0amAYOoauM23aNA4fPkyTJk3IzMyMFNYYOnQoDZu0IMNbSEnaEgj1PirsS/MRKCCLoG68hXfnr+P+N3+Oap8Ln7mK9s3zBp+qAk6LiqqCKkFnpZWe6Wb4QzP45ud1uZ5XVYW3Hr2By/t0JBjUQwW9NBWbtfAxzT5/gOlfLOPKvp0Y++xnNKpTDd0wuGdYH9Zt2kO1OCf1khJwe/ws+nMjwx6YnmcfzRrU5JMXbqNerYTIvJ3hm3ZeXwCTScV2bE5eCAXRBRUnWrtxD8MfmsFP791DXIxUGRdCnD5kqhUhisHjD12xf7vhEKqisPSj8azfupeu1z5d7H2pqoLPF6BFo1rc9cRslvwVGq+572Aad1zbgwSHhqKA1+vjlVm/MPnt7woMPAE83gAtBz7K7UMvwGox8dLMhSf1Gg0DzjqzQZHVWUXVYRgGlhwZqMEc2bPeIKiKisWkUqdOHfbt28fGjRtzbZ+YmFhgUFhSKmA1q+w+4i3wGLE2DV03GP/uL1HvV89n0iKzFgo8QXo7K7sYp43bh16QJ/jUdYM7H59N907NqV0jLk+BrYKkZ3m4+6mP2XsojcdHX8a23YfQNJW7n5zN7Pl/Fbl9g9qJ/DF7PF5/gPBbx+3xYRjwwPNf0L5lPS44uzlN6lVHURTWbNyDAjSsE6qQe2I77TYLcS4b+eaZCyHEKUx6PoUoBo8/yLi5G9ieEhoXWd1pYfKlLbGooBsGWdlerhr9Oms27ilyXwN6tOW9x29i976jXHzrCxxJy44sq1U9lkfvHMSR1CyenfZDrmVl7aUJV3PdwHOk1/MUohsGniKqvVo1g8ceeyzf5bfddhvO+Jq4/aXf8+k8VuxnX1r+RTAsmkKdeCt9xn7M7xuiH1P045QrOatFUqTnM5xmK0Fn1eH2+Lji7jdY/OemPMvq1Yrn3ceH0enMBjgdRX9XHUnLom7PcSfdlin3D2Hk0Aswm3MHkYFgkGy3D5NJQ1MVTJqGx+fHf6xwm8tuxZRPgGwYBoqiSNqtEOK0Iz2fQkTJMAz2p3vZkXK8IM/hLB93fLyOevE2YqwmzkyKYfEHY3G7vdzwv/dY+Me/Be7PpKn4/EF6D59KeqYn17IDh9MZOWlWmb2WwqzbnIzZpJGZ7SUQCKJpKjHOoueJFJWTYRgEi4gZFSXU4+1wOMjOzj5hmUKNGjU4ml02KbeaAoFgwfdAHRaNvzbtL1bgCeSajsCiSeBZFdltFj55/nZuHPce3/36T65lew6ksn3PYbq0b1zA1rk5bBZqJLg4dDSz6JXz4bRbcgWe4eBRU1ViXfYT1i06mPQeG39a2LrpmW50w8Bps+YJeoUQoqqSvDohouT263y4IjlPMp8/aLA9xc3avRnMXrmXpduOsO9QGnOm/oeuZzUtcH/f/vIPf67bzucvjSxwnYrw9ie/knjevbS5dBIX3/oiB1LS8QeCeLx+0jLdZTbHmCg7hWRrA6GpTgxF4bLLLsuz7MwzzyQQDFI2oSdYTCrp3iCqEip+FP6xmkJjnc2aUqL3nEkFh0UCz6rK5bAy/cmb870BlhjnxOsLRHoZizLpzkEn1Ya2LerSt+uZuZ5Lz/Qw5d3vycz2YhgGGVkevL7j6QUZWZ4Td5NLeIzqie9tt9dPttvHmn/3MPqJOQwZ/QZT3vueLbsO4vFKdVwhRNUnwacQUdB1g4MZXlbuTi9y3VoxVn75azOPvzGfr14ZxfArzs93PZ8/wHPTfqRp/Rql3dwSCwZ1DqRksG5TMrv3H2XdpmQ6Dnmc//7fh3zx02qy3T7SM2VKlqoimtAtqEOtWrVyPde7d28GXXopniLmyiwJBYOaMWYaJNqoE2ehTryFOnEWasVaqO4yYzUrdGhag8du6YrTVnhRmZzm/b6NYCCI06pK4FnFmU0a/xtxcZ7nh977FjeMey+quYltVjPX9O/MGxOvL9axz+/QhIXT7qV2jbhcz1ssJp5481su++9rZLt9vDDjJ+5+ag5H07JC0xNFmS1y4ntTD+rsO5zGn+u2s+jPjSxbvY3H35jPtfe/kyu4FRWjZ8+eWK1WXC5X5Oe1116r6GYV2yuvvMLZZ5+N1Wpl8ODBUW0TnrrN6XRSp04d3njjjciynj178sILL0Qeb926lSZNmnD33XfLDWuRh6TdChEFVVU4mOnFV0T+4qVtatE40U735z/H4w2wasNuPnvxdr5etDbfdC+z2USwqJzICnbT+GmkZbjxB4LsSE7hsx9XYbeZGdSzHWNuupAWjWrJmKVKzqTm3/upcDwwVRTw+4/3rLRp04ZzzjmXdI9SZr2eMTaVoAHp7iB2i8rhLC+/70zNs16czcSwvm0Y0a8NE977lRk/ri9ybt1v/9zOxJvOk3oupwCH3cId1/TgjdlLSD6YmmvZD0vXs3j5Ji46r1W+YytP3M81l3Tm3qc/IduT/xjjE7VpXhdNVVDV3DdgdiQfxucP8NuabdTsfj8fTB7O/bdcVOCUKtFyOqw0ddSgQe1EWjerwxtzlgCQfOAo9nxuvmRkedh3OI2N2w9Qt2Y8ZzSuhdmkYTHL5V1ZefrppxkzZkyh6wQCAUymyvt/UKdOHR566CEWLFjAnj1F16j47rvvGDVqFDNnzqR79+6kp6dz4MCBfNddu3Ytffv25fbbb2fSpEml3HJxKpCeTyGioOsGDRMd3NOzMWfUdOa7zlUdanPNWbW56JapeI5VOVny12bWbkzmi5fv4OE7BvDP3InMf/MuFrx7D/27t+GMRrVOegxSeTl8NDNPWpvb4+fj71ZwwU3PcvBIBpA3fUxUDoqiYFbzFtXUlNA0PlYt9LtJgQ0bNkSW9+nTB6+ullngCaGxmJmeUMqtSVVQCggV0zwBFm07wvrDWTw5ojvr3r6JXh3qF7jfto2r8+uL12IxadLreYqwmDTee2JYvsvumfwJh45m4vMHi+wF9Xj91EtKiPq4TrsFk5Y7qM3M9vLB3D8AqJkYw8irL+C12YvRS/E70GzSOLd9Y2ZMvoUZk2/hp2n3ciDleOaNruscOprB8Ifep/3gxxh6z1t0vX4K51z9FLPnL8ft8ZGank2W21tqbTIMQ77nC3DzzTczYsQIhg4dSmxsLK+//jqrVq2iW7duJCYmUqNGDa699lpSUlIi2/Ts2ZMHHniAvn374nK5OOuss1i37nh15/T0dO68804aNGhAbGwsnTt3Zvfu3QBkZmZGltWsWZObbrqJtLS0qNt7xRVXMHjwYKpXrx7V+g8//DCPPPIIPXv2RNM0EhISaNmyZZ71li1bRq9evZgwYYIEnqJAEnwKEQVVVYi1mejVojoXtzyeJlvdaeGmc+ry3nXtuLR1DXrcMIVV/+7Ote3lo19n5YZddO/UjFc/WszajXtY/vd2Zky+hRcnXM2/24tXSKUyCQR0AoEgu/Yd4d3PlvL9r/+Qme0hLcON1+cnEAzi9QUic+GJimPNcRPeZgLd72Xt2rVs27qFzLQj7Nq1k4ULQ9Pz1K9fH6vVittftheaqqLgsGrE2k2YVNhwMKPQ9ZPTvPy4JYUsQ2HOQwP5fvIQWtTLHUg0Torj56lXYzNrMl3QKcRsNnHWmfV57K5L8yzbuTeFJhc/SNvLJpHtKXxcpKapLHh3DH/MHs+KTx+kY6v6dO/UnIn/HciZTWvnWb93l5Z5iv1YLSY+mPs7MU4b67+exJT7hrAzOYXJ73xX6FhPwzDw+4ORm3ker5/kA0c5dCQDt8dHWqYbf+D4d6WCwuc/rqTVwIk0vmgC73/5G1nZXnRdJ9vjo+9/XmTe4txT0WzbfZjbJ82iTs9xXDLyZVRFQT8WNJZG4Bi+mSNBaF4fffQRI0aMIDU1lREjRqCqKpMnT+bAgQP8/fffJCcnM378+FzbzJgxg8mTJ5OamsrZZ5/NXXfdFVl28803s2XLFn7//XdSU1N56623sNtDxa2GDx/OkSNHWLt2Ldu3b8fv93PnnXdGth04cCCTJ08uldeVlZXFihUrSE9Pp2XLliQlJXH11Vezf3/ua5eFCxfSv39/XnjhhVyvQ4gTyVQrQhSDxx/k7s/+YV+6F4um8OpVbUlOPsBz037k8x9XRb2fti3qsnDavXi8fp54az5vzF5Shq0uW4qSuyCMqip0aFmfbmc1w2xS8foC1K4Rx+1DL8Bk0rBaKm8q0qnMMAx0IzSvp0WDHdu2MmtW/hWVGzVqxFVXDSUjULb/VzVcJgwMMj0GTqvKzqPZrNgT3d17FehcPx6HBg2uezvy/B2Xtuf/hp2Py16y9EdROWVme5n4yte89tHifJdv++GJPOMzC6LrOroBWdkenHYr/kAQnz/Aix8s5MUPFnLFRR15+/9uzLNdltuLx+vnurHv8uUro1CADlc8jtNuYems/0WKCZ0o2+0jM9tDQpwTs0nD5w+gKgpefwCL2YTZpOH2+rHn2N7nD3D+dVN4aOQlPPLyXGKcNqaOu4oXP/iJLxasLvI1HvjlGUxWGwqh9HtTjvsxJc0KCFf8PZ307NmTP/74A6v1+FCT5ORk/vvf/5KamsqXX35Z4LZffvklY8eOZfPmzZF9denSJRIkLl26lH79+pGRkcGBAwdISkpi586dNGjQINd+Dh06RFJSEocOHSIxMRGAzZs307p1a9xuN5oWfWXkSZMmsXr16kLbvWfPHurXr0+7du2YO3cu1apVY+TIkRw4cIAff/wx8lpWrlxJrVq1+P3336lWrVrUbRCnH7kKFCIKwaCOpqmkZPnYlx5KYxp2bn0y0jLoet2UYu/v5QevwXVsbroFyzYUsXblduL9K103WLl+FyvX78r1/EszF/LkPZdzWe/2Mka0AiiKgoqBzRRKwT148GCB63Xq1AlFLfteQ2/AQFVA0xQUBTYdyop6Wx34Y3cqg1rV5K7BHXjlq9U4bWYeu7l4hYlE1eJyWPm/uwaxav0ufluzLdeyWJeNhFhH1PtSVRUViIsJbWMyadhtFu4ffjH33nxRgT3nTrsVk6bRrkVdTJqKYRgsnTWWC4c/z9bdhzijUa18x5867BY0TUHXdeD4uMyc654Yynl8ARa8OwaX08pF57fi9dk/0++2l6KufGvk+Nevh35U5ViqvRpaWtwAMtSLGrrReDoGoE899VS+Yz5PDBK3bNnCfffdx/Lly8nMzETXdczm3N9NSUlJkd+dTieZmaFhODt37sRqtebZJ8COHTvQdZ0mTZrkel5VVfbv30/dunVP9qXly+VyATB69GgaNmwIwKOPPkrz5s3JysrC6QwNRXrooYf45Zdf6N27Nz/99FPUKb3i9CM5SUJEwesLsD8lg7rxdoZ2rI1JVejdoho3jH2nWPtpUDuR4Vd0JTHOgc8fwGxS2bLrUBm1unI5kJLBiIdmMOyB6WRmeyRtqwIoSujCd8+ePdSuXZv/jRtHjRo1OOOMM2jXrh1ms5lhw4bRrHlz0n1lf3owMDBpCg6LwrLtR8jwFj89e9nOo0y4vgsLnxnK3ZefVekLeImSc9gsfP36f5n6v6tw5Cjw06hOtVKZjsRhs+ByWAvswQQwm1Qa1a2GPxCM9Fred/NF1EyMKbTwkdVixmopeL8nHjPWaSM+1oFJ03DardxxTQ/2L3mGbT88wcsPXkOT+kVc4OfzNasboSDUHTg2zVIxv4sNQgXKRG4nFqUaOXIkdevWZf369aSnpzNz5syo/9YNGzbE6/VGxnjmVL9+fVRVZe/evaSmpkZ+PB5PqQeeAPHx8TRo0CDfmwy55lO2WPjss89o1KgRvXr14tCh0+PaRhSfBJ9CROHXVVu456nZvPrhYvq1SGTa9e05fCSDNRuLrhIHoaIVU+4fwopPH2TUtT2Yv+RvBo16lf63vVzGLa98vvl5Hf1ve5m0DDfuKCtOitJj0jRq165No0aNsNts3H777Vx++RVceuml3HHHHdRKqk2at3xODb6AgQL8vuMo+zJOrjBKSrafHzan0LBuPKMv70isU3rVT3WKouC0Wxk2+DzWffUIDWqHUg9tVnNU0wqVhowsL4v+3BQpcORyWLmybydiXDbmLlpTZsd12q1YLSZq14jjpsu68OecB/jurdF079Q83/WLKoLkDUKwiADUyDFm1DAMwvd3cvZ6SjGivNLT04mJiSE2Npbdu3fzzDPPRL1trVq1uOyyyxg5ciT79u1D13VWrVpFSkoKSUlJDB48mDvvvJPDhw8DsH//fr744ouo9x8IBPB4PAQCAXRdx+Px4PMVfD6+7bbbeOmll0hOTsbtdvN///d/XHjhhZFe0TCLxcKnn35K8+bN6dWrV4EZNuL0JsGnEFHo2rEpy1Zt4/5nPqXL1U8y/dMltOz/cNTbL/94AheeewbnXTuZs696kvFTv2DJX5vzpI2dLv76ZycdrniMye98z9qNe9i17wiZ2aVXlVEUTtO0yFjdbJ+BO6CS4TWwu2LJDqiYNQW1HHo2fAEDRYE9aQUXaYmWN2jgcsg4z9OJw26hZmIsv8wcy0Xnt+Kcto3K7diqqvDonYNwHBtCoKoqdquZYFDnwi55q4CWBrfHl+uGncVswmm3csHZzfnipZH0Pjef40YREPqD4VWPrxv+PfxvOMjUjePjRk/sCTtx/P/pburUqcybN4/Y2Fguu+wyhgwZUqzt33//ferXr8/ZZ59NfHw8I0eOxO0Oza89ffp04uPj6dy5M7GxsXTv3p0VK1ZEtu3fvz9PPvlkgft+/PHHsdvtPPHEE3z99dfY7XYuvvj4XLojR45k5MiRkcfjx4/nwgsvpH379tSvX5/s7Gw++OCDfPdtNpuZM2cOLVu2pGfPnnkKEwkhBYeEiEJmtpfbJn4QVYGHE511ZgO+f/tuanS9r/Qbdgr54uU76NetdUU347Sh66HATzdCP5B7vJmmwpGsIIEi5tMsCVWBai4Tn67ZV6L9KMDl7ZIwlcM4VVH5BAI6GdmhGxgmTSU1PRu73YLdYsZmNaOdQlWPs7K9OB15e/cNw2Dn3iOcOWhSrgAwefHT2BzRjYMNFyQ68b6TXz++XKHwMaKn4xhQIUTxnDrfyEKUIU1TGdrv7GIVswi75II2rN0UXXru6eyzH1YWOk2BKF2KAtk+g3SPTqY39JOR4yeoQ4wt/1OEQqhgSUmF49o4W8lr36lywXvaMplUEmIdmE0qX/60mrOHPkn9XuPpdctUPl+wKs840KxsL26Pj/RMd5XrqVML+OApikJinIMzGtfK9XxxXl9Qz3EjSlEiP2YVzGroM1ZU4Jnz96r2txVClA8JPoWIgt1qpn/3Nvz1yQSaN6wZ9XYDe7RlzI0XsnmHjHsoyqI/NqKWR66nAEIXlw5LwX9vT0DHdKwK7fFtIN6hUTPWTPUYM/EODYdFLVGKbpZXp0+LGrgs0U8PcCIDWLM3nWAZ9tKKyk9RFC7r3Z7v37qbRnWrsW5TMjeNn8bwh97n5VmLmDXvD775eR0fzV9OywET+e9jH/HRN39WmbHngWAQu7Xg1HKzSaPbWc1yPWcYeXsyC6Mp+afTRtObeeIcoJKGK4TIj6TdClEMuq6za99RWg2cWOS6iqLw24fj2LB9H7dMeL8cWlf17V44meoJrqJXFKVCNwyyvDqBAgrEuqyhaSTS3EHMmoLVpKKp4PYbmI8FpmZNAQxSMoMn3Y4Yq4o7EOSnzYdPeh8KMLB1Lezmkw9ixakhM9sb6XlbuX4XVqsZBfhz3Q4++2Elf67bkWv9/43oy7j/9MXrC2DSVJx2S57KpZVdZraXo2lZ3DxhOstWH68lsOunp3DFuPIUYgpNtRK6cRPI0eNp1ULp8KWROnvieNHwc5KWK8TpTeb5FKIYVFWlWryTy3q356uFhVc0NAyD+rUTmP7VsnJqXdVmt5lxSaXScqUAFk0pcFxnllcn1q5SzWUiqIfWz/Lp6EZojk4I9azYzCW7mPT4dRKdZiyqgu8key8dFg2z9JwLiMyhDNDznDMiv5/duiHDBp+HoRus/nc3f67bwcGUDPYfTuP1j35G01Q27zzItZd0pkOr+jhs5lxBaJbbi9UcmijXpIVucgQCQYK6gdUSupzK9vjACBVDKk8Ws8ak1+Zxx7U9ee+JYSz/ewfPTfsxNC0Kx2dcUZVQgAnHeyY1LbTcEwhVvzWpYFZLHiTmF3SGjykBqBCnL+n5FOIkZGR5OPuqJ9i172ih6w0bfB6P/ncQLQc+guck5jA8nfTo3ILZz/6H+JMYVytOjmEYBA3I8Jz83JhmDRwWldTsIP5g9KcTm0nBZdNQFSIXyEHd4LeTnHbFZdW4qEUNzKdQcRlRtgzDwOcPEAjqqIqCzx9EVRWSD6TSoE4iiqJgt5rJ9vjw+4PsO5RG84Y10TQVXddxe/ygQLbbR43EmMh+M7I8xDhteY4VVtoBmGEYkfHyFrMpNOWMYZDl9oaCZNVE+BOuKWDR8vZsGoZBQD9eXMii5Z+CWxptDZMAtORWr15Nx44dJb1ZVClylhbiJFgtJh64tX+R630w93dWb9zNgnfvKYdWVW2XXNAmV4+FKHsG4PGX7KIlXOinuFVxY2waGZ4gB9MDHEwPcCA9gNtncH7jRK5sV5tujROIs0efnJPtC8qYT1EsiqJgtZhx2q3YbRbiYuzEOG20bJKEw2bBbjWH1iM0tUpSjVj0Y+8xVVVxOqyYTRo2q5mMLA+6HorcwoFnZraXbLcvlALM8dTW0g4UFEUh1mUn1mXHFm6zouBy2NBUBasJbKZQQFnQ0GpFUTCpxwuJ+fKZfqUsVMWg6ddff6V///4kJCQQHx9P+/btmTJlSqHzZFYVH3/8Meeffz4Oh4MOHTpEvZ1hGHTr1g1FUUhNTY08f/PNNzNmzJjI40OHDtGpUyeuuuqqU+LvJU6OBJ9CnASL2cTQfmdTM8fd7vzousHiPzbRulkdZk0ZHnl+3H/6MuOpm4s8zplNa9O0fo2SNrfS69apGSOGdMVkkvF65Unh+Jx9JyscdBa7+q0C/qCRayxalk/nUEaAI1kBarps9D2jJle1r03jRHuRu9MNWLsvHX/w5HtxhciP3WYhxmkjPsaB2awRPPYe27k3BX8giMthJcZpy5Wi6/X5+WPtdsZP/RyvL4CqKJGxlNEW8CkNZrMJRVFQFQWTWvixFUXBooUq2wK4AxAsg4A53IbQdE9Vq/dz3rx59O/fn759+7J582ZSU1OZM2cO69evZ9++kk0ZVRkkJiYyZswYHnzwwWJt99prr2EyFX6zcPfu3XTv3p2OHTsye/ZsLBaZl/l0JcGnECdJVRXuvblPketN+2IZQ+5+k/M7NmX15w+z/utJjP9PP85t3yTf9S86rxV7f3mGjBUv8fucB/jhvVO71/S89k34/MWROGxyIipviqJgNSnFqoZ5oqAOug6x9uLdODB00AoYoxnQ4XBmgKBu4A9Cp/rx2KOIkncddRerDUKcDE0LFeKqFu/EabeSlZ03TdykaTSuW53J912Rqzeysgv3gNpNx8eGhp8vjQA0vJ9Q2nHV6vk0DIPRo0czbtw4xowZQ/Xq1QFo2bIl06dPp2HDhgDccMMN1KlTh9jYWDp16sSiRYsi+5g+fTodOnTgscceo2bNmtSqVYsXXnghsnzVqlV069aNxMREatSowbXXXktKSkpkeWpqKkOHDiU+Pp6WLVuyZMmSXG2cNWsWbdq0ISYmhgYNGvDwww8X62/cp08fhg4dSt26daPeZs+ePTz33HM8++yzBa6zceNGunbtyqBBg3jnnXfQNLnRfDqT4FOIk2SzmhkxpBuJcc5C10vLdLPwj3/pfcvzPDvtB55+93v++/hH+P25q4Oe174J67/5Pz556Q5+353Bi7/sYNGWFNIyssvyZVSorh2b8tWro3A5rFXiwuxUVdiUK9FQlFD6rc2s4LSoUfWmKgoEixgj6jtW1Ciowxk1o6iCbBQ//VeIkxFOawVwnTC+E0IBapP61SvVTbUT5zstSLhnUlNDvaWlPWdnzt7fE6dnqcw2b97M9u3bufbaawtd78ILL2TDhg2kpKRwzTXXcOWVV5KRkRFZ/s8//2Cz2UhOTmbOnDncf//9bN26FQilc0+ePJkDBw7w999/k5yczPjx4yPbjh49mtTUVHbs2MHChQuZMWNGrmMnJiby+eefk56ezty5c3nrrbf48MMPI8tHjRrFqFGjSuPPkWufjzzySCQYP9G6devo3r07I0eO5JlnninVY4uqSardClECJk3lodsv4d4pnxS57vY9h9m+JzSVxFV9O1GjWgzbfngCp8OKP2gQ47Dw5+5Uvlq2A9+xi/I0T4CzkuLK9DVUlHYt6vLFy3fkKcwhylfoIhPIMxlD9IK6gaYq2M0qhgEOS6giaJZXxxfIfyoXRTme0lcQs6bgC4Z6SGq48r+IT4qx4rJo1Iu3Uc1pJaAbBIIGpmLnAQtReQSDOpqmkuX2YreaSzz1S1qmm937jtKiUU0s5uJd+pXHjcGqcPPx0KFDAEX2Ct5yyy2R38eOHcuTTz7J2rVr6dq1KwDVqlVj7NixAPTs2ZPGjRuzevVqmjZtSvv27SPb1qpVi3vvvTeybjAYZM6cOfzyyy/Ex8cTHx/P2LFjueaaayLb9O9/vBZFhw4duPbaa1m8eDHXX389EEqPLU1z5swhMzOTm2++mR07duS7zvLly7FYLLnaKU5vEnwKUQI2q5mbBnfh+RkL2L2/8Mq3Oc1dtIZAMNTz+cbE6/nnUDZbUw5zKCv3AHyzFrr7rKpqpJjFqeLNR2/AWc7TEYj8lbTTIctnEA5ezRqYTaELSatJwWk1ke0N4vYZuGwq3oAeStWN4piaCgFfaFxqnM3Mle1rE9QN0j0BNFXBZlKxaCpB3cAXNEjNDhDQIdGpQYmSiYWoWJqm4vUFOJqezRHDICHWmacgWzhAjYbFpPH8jAW8/OA1WMxl0eJTX7hnLzk5maZNm+a7jq7rPPzww3z88cccOHAAVVVJT0/n8OHjcxgnJSXl2sbpdEZ6Rrds2cJ9993H8uXLyczMRNd1zObQf9jhw4fx+XyR9F4g1+8A33//PY8++iibNm3C7/fj9XpzBaSl6ejRo/zvf//jxx9/LHS9W265Ba/XS8+ePVm0aFGBfztx+pC0WyFKyGzSeGLM4GJt4/UF+GLBar5YsJqn3v6OltVseQJPgB1H3Lh1hc3fP071+CjSDquIIRd1pGn9GlVuIvdTkWEY+EsxVTVc7yc1K8iRrCBHs4JYzRrVY0yYNIVYmwmnNTTFSqxdLXSOUANACQWznoBOSmaADI+ORdPQFBWP3yAlK8CR7CCZ3vx7WE9WVUgDFKeeQDBIlttLWoYbwzD4etEaOl7xOGMmf8y8xWtZtmorgaDO72u2sfrf3aF5RYsQDOos+O1f5nz7FwdTMopcX+SvRYsWNGrUiNmzZxe4zocffsiHH37IN998Q1paGqmpqcTFxUX9fTJy5Ejq1q3L+vXrSU9PZ+bMmZFtq1evjtlsZufOnZH1d+3aFfnd5/NxxRVXcPvtt5OcnExaWhojR44ss++yNWvWsG/fPi644AKSkpLo3LkzAGeccQafffZZZD1FUXj99dcZOHAgPXr0YMuWLWXSHlF1SM+nECVkMZu4pHsbzu/QhGWrtxV7+9dn/8yE2/pTP87G7jRPrmW+oM6Hq5K5uEUNti14kky3jx27D9PvthdIz/QUsMfKrXWzOrw+8XpJt60EwvN8lmS6FQWw5wggI+mux/7xBw1SMo/PcWu3qNhMCoYBZlXB4dBIyQwUOEdoqEJoaPynboAeNIqcTzQQNDCXsJ5FUAdVNSJTyQhR1vyBIFt2HeKG/72LqirsSE4h81gxo1lf/8Gsr/8AwGm3kOX2cXbrhnz39uio9p2SmkkwqPPA81/w9qM35DtOVRROURRefvllrr32WmJjY7nuuuuoVq0amzZt4umnn+aRRx4hPT0di8VC9erV8fl8PP3006Snp0d9jPT0dGJiYoiNjWX37t25xkhqmsbQoUN55JFHmD17NtnZ2bmWe71ePB4P1apVw2q18scff/Dhhx9y/vnnR338YDCI3+/H7/djGAYejydUmM6adxq0888/P1fwu3v3bs455xx++eUXGjRokOdv99prr6FpGj169GDRokW0aNEi6naJU4t0OwhRChx2C+8/dQtWS/Hv59RMjEFVFQ5k5n8HWzfgu42HePO3XczflIKjWjzbf5rMD++MqXK9of27t+GXD+6XdNtKwgAyPSXrLlRVsJgUzMd+wsWH9AJ6U90+naPZwchYTl03yK/obYxNRdfD1XQNzMUYw1nUWNKiGIZBti9ItleXHlBRbswmjYkvz2X91n38vXlvJPA8UZbbx/+GX8wvM8dGVdAoI8vDnO/+AuDLn1ajFFBlWhRt4MCBfPvtt3zzzTc0bdqU+Ph4rrzySlq2bEnt2rUZNmwYrVu3pmHDhjRp0gS73U79+vWj3v/UqVOZN28esbGxXHbZZQwZMiTX8pdffhmXy0XDhg3p3bs3N954Y2RZTEwMr776KrfddhuxsbE88cQTXH311bm2HzlyJCNHjizw+B988AF2u53bbruNtWvXYrfbOeOMMyLLn3zyyUgar8ViISkpKfJTo0ZoWriaNWtis+V/c+Pll1/mqquuomfPnmzcuDHqv4s4tSiGnFmFKBVZbi/3P/Mp07/4rVjbnXVmA7569b+8t2p/1NskxVjpVC+OljVd6IbBH2u2c9GI54vb5HK36rOHaNkkqegVRZkLBVhGpLjVyTKp4LSoHM0OFtkjmZMCuGwqyrHCRCdOz1kjxoQvYOALhsaR2s0KmV6dbF/RwbLTouK0qidVxCRU2RP2pflRFEiKNaPKxbooJV6fH48vQKzTluv9mZnt4etFa7nz8dlRpdJ+PPU2BvZsG9V7PCPLw9lXPcmufUcA2LdkCvExjpN/EUIIUQLS8ylEKTF0A6c9b2pKUexWM3ox7wHtz/DyzYaDPL9kG+/8sYuz2jTkwi4ti33s8tasYY2KboLIoaSBZ0kYQIZHJ92dO/C0mCDOrqIANrOCwxzq/Xf7DJwWFaup6IvtkrwqRVE4mOEnoIfSeyXrVpQGnz+Uej7t82Xc+dhH7D2Ylmvqk8NHs7h14syoAs9OZzagd5czor65EtR1GtRJjDz+9PuVeH0Bgife8RFCiHIgYz6FKCUup40Hbu3P3IVrilX59oKzm6OfZGVO3YAMb5DdqR5GXtODn37/96T2U14CAR2TTC5dKVSm6067WcFhVdHU0FhQb0An3RMkoBvE2jQcFoVAwMDjDz0+lGMMaX4Ceqj3sriBo24YZLiDeAPHw9egDiZ5y4oSyMz2suSvzfzfa/NYs3EPAD8sW8+vM8dSMzEWs0kjEAxGHQw+dMeA4s0faoRucoY98eZ8diQf5p8t+/jg6Vtw2CxVovibz+fDYpEhG0JUdRJ8ClGK4mJs/PnxA9w0fho/LtsQ1TZjbrqQxTvTSnTcBgl2LM3qlGgf5cHnD2CzSp3/imYYJU+3zbPPEmzrtKrHpkoJ5pmC5Wh2EJtZwWXVcAcM7FEElJqiFHumFd0wyPIGSXUHcz3v8es41ZNL4RUiM9vLNz+v4+YJ03M9n57p4fzrpnBm09rEOG3Fmntz6vQFdGnXGIfdEtV2iqrkev/uP5zOc9MXADBr3p/cemW3qI9dkSTwFOLUEPWtLhkaKkTRTJpGfIyDD58ZwWcvjqROjbhC17eYTWiaSqY3WOh6RTmS7ePnPyv/4H1foGSvU5QeX6B0vtMjl7QncY4wqaE5OTVVQUHBrCn5xoxWk0rgWFRqQL4FinJyWtViVanVjVBF3iNZud+fSXFmXDatRIG1OL1t3XWQWx58P99lmdle/ly3g59+/5dvf/k76n3+smIz7Qb/H5/+sJJsty9X+m6+DKPArJjd+47grwLfyz5f0enIQoiqIergU+76ChE9l8NGn/NasubLR7hnWJ8C7077/AGSD6bSIMFeouOt3JPOVf0788vMsfz03j18++ZdDOrZrkT7LG0mk0qMQ8r7VwYGJeupzCloAEqo4m1xmDSFRJeJgxleNh/MQlVD07BUjzFhN6u5AsxQRVwFp0UJTbdSSONjrGqR6ba6YaDrBkHdIM0d4FCGP99CRuHjyHQrojh8/gAer5/MbA8//f5vmdy8P3Q0kxEPzaDFJQ/z428byMzOf+otwzD4+a/NBab0/rx8Mx5v4WnslUFZ93pW1g6W1q1bM2/ePACmT59Ohw4dKrZBQpQC6fkUooxYzCZcDisTbu3Hth+e4NarumHOZ/DYp9+vpEl88QsV5bTxUCZLdhwlzeLEFxtP29aNufyiDiXaZ2k7o1FS0XfoRfkwwGpScFlVXFYVUwmGe+lGqFptjE2Lem5Nh0Ul0alxIN3L5oPZJKd6Wbb1KMu2HmXj/izMGlRzmSLTq2T5dFQlNK1LSgHjPTUVYu0aNkvRvZ6GAQcz/Ow56iM1O1jgPKf+gEy1Ioony+0lNd2NzWrmpZkLefDFr8r0eCmpWQy95y2eePNbfP4A6Vm5g9CMLA9vzvmlwO1XrN9FRrYHn6/yB6AAul76g9UNw0BRlKg+6z179sRqteJyuYiJiaF169Z88sknpd6msH/++YeBAwee1LaLFi2iV69exMXFER8fH9U2b775Jg0aNMDpdDJgwAD27dsXWTZp0iQGDx4ceZydnU3//v254IILSEsr2dAhcXqRnk8hypjLaaNavJMn7h7M1h8eZ8jFZ0WWJcY5ufO6XvxawjGfugHr9mWwYk8af+5K5ajbT71aCVhOYt7RstK2eR35HqkkFCVUSdakhlJYXVaVeHvhP7E2Fa2AM0bQAH/QINFpwmpScByb6sSSz9yc4WUrdqbx7/6sPMv3p3v5fXsqGe5AJPjUDTiSFSA1O296oNWkkOjQSHSasJmUIgPP8NhObxFpx5oKLpsm71lRLKnpbs6/7mnWbtrDxu0Hyu24L8z4iYQu9/Dsez+Qme0lEAzi9fnJzPayqJAhGYZhMGT0G3h8VePGYGkWRgpNq3T8eyDaz/rTTz9NZmYm6enpTJkyheuvv56dO3fmu24gUHFBvdPpZPjw4UydOjWq9RcuXMi4ceP45JNPOHjwILVq1eL666/Pd93U1FQuuugiVFXl+++/Jy6u8CFGQuRU+cubCXGKiHHaqJEQw1uP3kCzBjUB+L+7BuEzDHYcdZfqsRZvSaF58/osnHZvqe63JNqeUQ+XQwpGVBZBHbL94AmA2w8BHfwn/gSP/+iGkSdIjbOpxB3716SGeg7i7BpOq4rTohDv1Eh0asTaVByW0I/LqvLXztQixzmfGBrqxwLcMAVIdJqItWuYtFDQGe3FY7qn6DFupmOVd4Uoju17DpF8MJVzr57Mx9+tKNdj67rBM+/9wCW3v8T0L35j2ufLOO/ap4vs0Vu7Kfm0LASnG+Apwdh3RVEYMGAA8fHxbNwYCvAXL15MfHw8r7/+Og0aNOC8884D4IYbbqBOnTrExsbSqVMnFi1aFNlPp06dcLlckR9N05g0aRIAjRo14ssvvzyp9p1zzjnceOONNG3aNKr1p02bxg033MC5556L0+nkqaee4ueff2bbtm251tu/fz89evSgQYMGfPnll9jtJRs2JE4/EnwKUc4sJo3fZ4/jmzfu4tJe7YmxW2hYwjGfJzri9jP3nwO0aVG3VPd7smrXiOPWK7tViXL+pwNFUXKNqTQAXzB3sOkP5g5EfUEFTyDHejqo6vGgT1UVQEFRQr2puqHg8emYNAVfUEdVDaxmhbXJ6fmOrzyRRSs4+FMVSHSZ0FSKFXSGX2w0YzgLKn4kREEys718uXBNRTeD5X/v5K4nZnPP059w8EhGketbLaZizzV9KlAVsBVzrHpOuq7z1Vdf4fF46NixY+T5jIwM1qxZw7///svPP/8MwIUXXsiGDRtISUnhmmuu4corryQjI/R/s2LFCjIzM8nMzOTrr78mLi6Oyy+/vMjjT548+aRTcvOzdu3aXGNKa9WqRVJSEuvWrYs8l5ycTLdu3Tj//POZNWsWZvPpd9NClJxcCQpRzkwmDafditNuof3lj5Gd5aF5dUepH8dh0fBWknE8Z7duiF5YlRhR7lQFLMWcv9IwcvSQBiGoG3j8Okez/OxP83MwI8CRzNDP4cwA6R6dTI+Oy6qxfEcay7Ye5Wh2dO9Jm1nDl0+RFKtJoZrThKacfCEgaxQXnDE27VhALUTRMrI8PPX2t7z64eKKbkqxeX0B5sz/i2zP6VVRVjl246q4qfUPPPAA8fHxOJ1OrrjiCh566CFq1KgRWa7rOpMnT8bhcOBwhM7tt9xyC3FxcZjNZsaOHYuu66xduzbXfjdu3MjQoUOZMWMG7du3L7Id48ePjxQjKg2ZmZl5xobGx8dHguRwG3fv3s3w4cPlZrI4afLOEaKC2K1mjqZnM/rJ2bRJiqVpteIHoHE2Ex3rxDKwVU2GdarLzWfXY0i7JFwWlXPqx7N87fYyaHnxNapbLdck56LiKcrxMZ8l4QsY5CyWGe4pDcv26egGtK7tKmb7QqnBOVlNCrH2UFB4smMxVVUh1lZ41K0poWq8QkTD7fGRfDCVl2cuKnrlSmrM5I+Z9MrXHEnLIivbW9HNqdSeeuopUlNTcbvdbNy4kWnTpvHmm29GlsfExOQK4nRd58EHH6R58+bExsYSHx9PWloahw8fjqyTkpLCwIEDeeihh0q1N7M4XC5XnsJBaWlpxMTERB737t2biRMncvHFF/Pnn3+WdxPFKUKCTyEqSNKxOUD/XLcDXQ/SpJjB54BWNbi1SwN6Nq1Go0QHdrMZm8lE7Rg7I89vRPMaTt6cs6Qsml4smqZy7YBzKlXxI3FcSSrdRistO0g1l4VWSc6ot9ENIgWHIFQUKdaulcq0J0UFlg5rMbuExWnF4/WTkeUh2+1j36E03vt8Gedf93SVmC+zIB6vn5dnLaLxRQ/yxsdLyHJ7y6Sy7KmmWbNmDBgwIFcP5Ik9gh9++CEffvgh33zzDWlpaaSmphIXFxcZi+vz+bj88su5+OKLufvuu8u1/Tm1a9eO1atXRx4fPHiQffv20bZt21zrTZgwgfHjx3PxxRfz+++/l3MrxalArgaFqCDhnsB2Z9RDNxQ2HsyMeluXRaVVrRhSMgN5eocAfIFQ787W3YdKq7kn7akxg2nRsGZFN0PkI9T7aeArwTVzNNMTBI3QFCk1Yqw4LBqbDmSRUUjBIYsa6vnMOQ7NZi56CpVo25uzcFF+YmylE+SKU4Ou6+i6gdvrxzAMfluzjXsmf0K228uBlKLHVFYlPn+Ah178is9+WMmyD8dVSBv8gSBmk0aW24vTXrJpyMrazp07mT9/fq4pSE6Unp6OxWKhevXq+Hw+nn76adLT0yPLR4wYgdPp5KWXXirVtum6js/nw+cLpVN7PKFpeGy2/OfbvuWWWxgyZAg33ngjbdq0YcKECfTo0YMmTZrkWXfcuHFomkbfvn357rvvIoWVhIiG9HwKUUEs5tC9nx+XbcAwdKoVoxJsuzpx+INGvoEngMdvYBBKd61IfbudyfAruuJ0VO4LiNOduRzOBPqxANRq0mheq/Ae0CY1nfgDud/fum6UypybBpCSVfC4U5OqFDiljDi9eLx+stxepn/5Gy/NXMjoJ2ZTp+c4Bt/5Otv3HD7lAs+cVm3YzZtzlpBZASm4ZpOGx+tnzb97KmUK8Lhx4yKVabt27UqfPn145JFHClx/2LBhtG7dmoYNG9KkSRPsdjv169ePLJ85cyaLFy8mLi4ust8nn3yyyHY8+eST9O/fv8DlS5YswW6307dvX9LS0rDb7bkq086aNYvWrVtHHvfu3ZunnnqKK664gho1arB3715mzZpV4P7vv/9+Jk6cSN++fVm6dGmR7RUiTDFkBm0hKoQ/ECS2cyjFZsr9VzD8qgt4fdlOoqnLc3mbWtSNtZPuKTgtqppTY8RD7/PJ9+Vb7j+nj579D4Mv7FBhxxfRMQwDtz/v9CZFsZkg0xPE7Y9+S5MWmpdz86EsDqZ7CZzwFo6xapzVII5UdzBXD6VJhQSnqUQ9krpuEDQM9qYWPKdhrE0jziE9n6czwzDIyPKyeecBBt/1OoePRp+VcipRFIWls8bSsVWDcj+2YRhkZnv57IeVXNm3Ew6bWQrcCHGKkE+yEBXkUI4S+C/OWIgC1IsP3ZWMsZq4vE0tejerxpm1XFhNKjWcFtrXjuHMWi6aVHPiKeKCX1FA0xRUVaVft9blfuKOc9k5u3XDcj2mOHnWYgzCMKmhwFNVih+wBoIGWT6dJtUddG2aSINEGxaTiqaA3azSsUEcmV49T2psQM9bgKi4DCg08ARw2UonvVdUPeExjnsOpHLrIzPoMey50zbwhFAA+NIHC3F7/fj85Vs5XVEUYpw2rurXiZXrd5KSloXHW/hnVwhRNUjPpxAVZOmqrfQZ/nzk8d6fn2Zbmp9lO49ybfvavDFrIb5AgJsv70pMnAuTAguW/kPTBjXoeEY9UjIDeXqNcoq1qdjM6rGxc6ELiRvHvcuXP5X9PHQ9z2nBx1NvQ9NUHLbo04lFxTGM0NjPwt5TYVYTBIMGbr9e5E2QgtjMoXHJwaCOcqx6rQK4/TqZ3vwbEWNTsZvVk6506w3o7E8r+AJWU6FOvEWCz9NUeqabWJedrtdPYeX6XRXdnErBYbPw2iPXcdaZDWheQWP3sz0+TJqKSVOl91OIU4AEn0JUkHc+/ZW7npgdeTzpvwO59+aLQYEn3pzP029/B4Smhvhl5v9Iy3RzyW2hggQP33EJ4//Tn6PZwSKLpyiEenwcFpX09HSa93u41F9LfIyd8zs25ew2DXng1v5s33OYxvWql/pxRNnyB6MrPmQ1gcdXcJBYGE2BeKeG3x/g4Ze+4rWPfsZiMWFSVd5/6mZ6n9+ajALSyS2aQpz95OffDOoGe44WPJehy6qWOLVXVF2p6dlc9793WfTHxopuSqVjtZjY/O1j1EiMKXplIYQohFS7FaICeLx+Nmzbl+u5Sa/O43BqFvfcdGEk8ITQOLWu1z2N2XR8+ofHXp/Pjj0pvD7pBjI8wUJ7n8JL/EGDhNjop7qIxkXnt2LquKuoVysBj89PjCNURU8Cz6qprEMus6aQ4ND49IcVDHtgeuR5ny+AD5j89ndcckFbMsg/+DRpCiWJCxVCqb1uf/77d1hlrOfpzGIxsX7L3opuRqXk9QVYvHwTA3q0lWwWIUSJSP6CEBXA4/WzcfuByGOb1cyIIV0Ze8vFfL14bb7bnDiH3Adf/8HAO17GboJ4h4bTohQaPAR1A7vNzM4FT7Hp28dwnWQF2jbN6/DkmMGs+eJhPnxmBM0a1MRmNRMf40CTMqGiEPEOjcfe+CZX4JnTivW78Pj8WAqZh7MkqTqKAnZL/vtWAKtJAs/TlWEYfLFg1Sldwbakbps4k8V/bqqQCrgiOosXLyY+Pj7yuH///rz22msV1yAh8iFXikJUAE1T2bzzePA58+nhTLitPxNfmcuYpz6Oej+L/9xE44smcMsD77H2351UjzFhM+d/Aa0bkJodxGK3U7tGPBd3PbNYbTabNB4bfSmLp9/HXTf0okWjWrgc+c8XJqqmshpOpSqhQj5pGW4m5+jVz8+8xWvzfQ9bTQoOi1qi3llFUdAKSNl1WNSSRbaiSjMMgzMa1aroZlRqHq+fK8e8yZsfV8wULJXJ8OHDURSFDRs2lNo+FUVh9erVpbY/gG+//ZZRo0aV2v42bNhA165dcTgctGjRgrlz5xa6/kcffUSrVq1wuVx07tyZ5cuXR5bt2LEDRVFITU2NPPfOO++QkJDAzz//XGptFpWPBJ9CVACL2cTu/amRx4lxDl6etZDpX/5W7H0dTc/my59W02f481w84gW87myqu/LvCfUFDDx+A1WBzTsPRn2MGKeNP+aMZ+TVPXA6rJg0reiNRJVTnMAu2l5CBageYyIzI4sLb3muyPXNJi0y3ZBCKCisEWMi1q6hHStMVBI2c6hoUaR9CjitKvEO00mPJRVVn6qqtGxSm3PbNa7oplRqhmHw0Itf8fKsRadtAJqZmcnHH39MYmIi7777brkdNxAo34rDJ/L7/QwaNIgLL7yQI0eOMHXqVK677jq2bNmS7/pLly5l5MiRTJ8+nbS0NP7zn/9wySWXkJaWlu/6U6ZMYcKECSxYsIAePXqU5UsRFUyCTyEqwL5DaeSs9eUPBLFazCXe77LVW2nUZwIX3jIVu0XFZc37ETepgEKuMaSF0TSVL14aSeO61U86VVdUHYVkvB5nhKbxsZ/QQxlnV6kVayLBoWExKZg1hRibysGUDBpfNIF/c6Sa5+ei81rRrVMzgnqoGm71GBNOa2jqk9Iai6kA1V0m6sZbSHSaqJdgIdFhwhTVCxenMpfDytxXS6+X6FT2f6/NO23Hx86ePRun08nTTz/NjBkz8PuPV9CeNGkSgwcPzrV+fHw8ixcvBmDlypV06dKF2NhYqlevzqBBgwA455xzADj//PNxuVw8+eSTkZ7BadOm0axZM+rWrQvA//73Pxo2bEhMTAxnnnkmn3zySYFt7dmzJy+88AIQCpovu+wyatasSVxcHBdccAFr1kRf/X7JkiWkpKTw8MMPY7PZGDhwID169OCDDz7Id/2vvvqKyy67jHPPPRdN07j99ttxuVx88cUXedYdN24cL7/8MkuWLKFTp05Rt0lUTRJ8ClEB9uw/muux3WYpMB3wZPQ69wwMw8g3i9BqVsh2+/j2zdG0bJJU5L7uHdaHDq3qY7OWPDgWlZ8pyrPC/CXriLEdv4HhsqoEAwGa9n2ImXOXYTICOMwGO/Yc5Koxbxa5v/PaN+GzF2/DadUwKTqxNq1Ug84wRVFQVQWTpuAKB7bS43naC8/xGeuyS0GdKE3/8rfTsvfz3Xff5frrr+eaa64hOzubr7/+Oupt77zzTgYNGkRqairJycmMHTsWgD///BOAZcuWkZmZyYQJEyLbzJ07l7/++ovt27cD0L59e5YvX05qaiqPPPIIN954Y2RZYXRd57rrrmP79u0cOHCAjh07MnTo0MiN8F27dhEfH8+uXflPM7R27Vpat26N2Xz8WqBDhw6sXZt/nQpd1zlxQg3DMPKsP3LkSL744guWLl1Ky5Yti3wdouqT4FOICrDnQO7g88wmtdm972gBaxdP84Y1GTeiH6qq5jsVhqbAnY9/hM1i4pLubYrcX/8L2uC0S4/n6SA0JjK6dTOzvBiE5sZMcGjoQT/9b3uJfYfSuPPx2dTqfj+JXe6h05VP8Nc/O4vc37QnbuSXX35h5syZqAQJHpubtiyVNIVXnDrC74Ubx71Htqfg6XjEcYeOZhAIRjE30ylk/fr1/P777wwbNgyXy8Xll19erNRbs9nMzp072bt3L1arlQsuuKDIbSZOnEh8fDwOhwOA66+/npo1a6JpGtdccw0tW7Zk2bJlRe4nNjaWq6++GqfTic1m49FHH2XTpk3s3RvqwW7QoAGpqak0aNAg3+0zMzNzFTOCUK9uRkb+RboGDhzIl19+ydKlS/H7/bz66qvs2rWL9PT0XOvNnz+fAQMGFHhcceqR4FOIcqbrOjv3pkQe9+jcgqCu4yilAO/uG3tjtZjI8OS9KHBZFdIzsnlk1AB8gQDpWZ4i9xfwn14XFyK6sZ879x4hK9tLvF1l47a91O35v6iCzIJkZHlo2LARCQkJKIqCYhgSHIpyoygKmdlezmgsRYeilRjnjHr4xqni3XffpX379rRv3x6AYcOG8f3335OcnBzV9u+99x4ej4dOnTrRsmVLXnnllSK3OTEoe/7552ndujVxcXHEx8fz999/c/jw4SL343a7GTVqFI0aNSI2NpZGjRoBRLUtgMvlyjNeMy0tjZiY/Od+7dmzJy+++CK33norSUlJLF++nD59+lCtWrVc682bN4+ZM2fm6u0VpzYJPoUoZ26vn13HejmbNajJp8/fxvipX/Dmx0tKZf8PPP8l3y/9BxNBqjk1EhwqsTaFeLtCZmYWcS4btRJjefuTX5nx1e9F7m/TzsLH6YlTjzmK60ld16nV/X5iO9/NuddMJhDIf+7MaHW98TncQTMX9unLS7MW4/VXbHENcfpxOaxce0nnim5GlbHkr80V3YRy5ff7+eCDD9i0aRNJSUkkJSVx/fXXEwwGmT59OhAK0LKzsyPbZGdn5+rpa9q0KTNmzGD//v2888473H///axYsQIoOBNDzVGG/Ndff2XSpEnMmDGDo0ePkpqaSps2baLKEnnuuedYsWIFv/76K+np6ezYsQOIPsOkXbt2/PPPP7nGuK5evZq2bdsWuM3w4cNZv349KSkpvP3226xfvz5PMaF27dqxcOFC3nnnHcaPHx9VW0TVJsGnEOXNgM9/XImmqcyZeiufL1jFtC+KTpmJVkaWhytGv0GNrvfR9OIJ9P3PC4x6dCZbdhzEbrOwdfdhet8ylQkvfIkvigv8s9s0KrW2icpPURRMaig926SGKiOXB58vQOern6Zu7wl8MPcP/NLjLipAnVoJXNhFxp1FY0dyCl/+tLqim1Fu5s6dS3p6OitXrmT16tWsXr2aNWvW8PDDD/Pee+9hGAZnnXUWv/32G//++y8ej4cHHnggV1A5Y8YMDhw4gKIoJCQkoKoqJpMJgFq1arF169ZC25Ceno7JZKJGjRrous57773H33//HVX709PTsdlsJCQk5BlXGo0LLriAxMREnnjiCbxeL/Pnz2fx4sXcdNNN+a7v9/tZvXo1uq6TkpLCnXfeSePGjenXr1+eddu2bcuiRYuYNm1aZBysOHVJ8ClEOfJ4/bzz2a+kZrgZcEEbqsU5uX3SrDI73qGjmSQfOMoTYy6jYd1EvvxpNV2unczaTdGlCDWuV53mDWqWWftE5aQoClZTKAC1msgVgKpK6Cc9y33S+2/ZuBbv/N+NNGtQI9/lA3u2RYt28KkQpchuNfPW/91Y0c2oMjxef9ErnSLeffddrr32Wlq2bBnp+UxKSmL06NHs3buXRYsW0bt3b26//XbOP/98mjVrRtu2bXOlpS5YsID27dvjcrm49NJLeeaZZyIpvI899hijR48mISGByZMn59uGfv36MWTIENq2bUudOnX4559/6Nq1a1Ttv/fee9E0jVq1atGmTRvOO++8XMt37dqFy+UqsOCQ2Wxm7ty5/Pjjj8THx3P33Xcza9YsmjVrFlnH5XLxyy+/AKHg85ZbbiE2NpYWLVoQCAT4+uuvc/Xk5tS6dWsWL17MzJkzue+++6J6TaJqUoyyrugghIhIz3Qz6v8+5LMfV/H923ezesMuxk3NW3a8tNSpEcfSD/+Hy2Fj8tvf8tz0BVFv27VjUz594XacDgvmY3dmxenDMAx27TvC4j83cf2gc1FVBcMIjQd9/8vfuPOJ2ZEKocUx+d7B3HXDhegGqBjcOH4an/+4CgBVVZg0aiCjruspRa5EhcnI8nD3U3P46JvlFd2USm/5xw/Qpnndim6GEKIKkStKIcqR1WIiqXocANUTXKzZGF0P5MmoVS2GX2aOxeWwMvGVubz20c9Rb5sQ6+DTF28nPsZRZu0TlZuiKCTGOfltzTZGPjqLc9o2olHdavywbAOp6dlF7yAfD428hLtuuBBvAAzAqikMu+y8SPD54TP/oU+XlhJ4igoV47TR57xWEnwWoU6NOJrUzz97QQghCiJ5TUKUI8MwCA//SE3PpnG9aoVvUAJfvTqKOjXjcTlskYv7aD0/fqjM6ymIcdp46p7BuBxW/ly3g4+/W3HSgSfA3TdeSFAPBZ5mFcDgxvHvATBs8Hlc2OUMnA4JPEXFS4xzVnQTKr2Lu52JrkvynBCieCT4FKIc6QZ8tXANrZvVod0ZdaOqNnsyalWLoVXj2nh8AVIyPKz49EEuuaANNRPzL4meU7dOzRjQoy02iwSfAqwWM4/eOahU9tXv1hdRMbCZYMvO/Vw0/AXSMz3UqRHH5Hsvx+WwlcpxhCip7p2aUSPBVdHNqNTiXHYs0ZTGFkKIHCTtVohyZNJUDh3N5N3HbuLzH1exe//RMjlOn/PPxFAUNu7P4ki2n3rxVt59/CZMmsbT73zHCx/8lO/UGE0b1ODDKSNw2i1l0i5R9ThsFoZddh6ffL+C39dsL9G+VqzfRZdrnqLHOWfw6oeLAYh12fj69f9Kqq2oVDRN5aGRA7j7qTllfqzqCS46tqpPnMtOjNOG025hwe//8u+2/WV+7JI468wGp908n0KIkpOCQ0KUo9SMbC4a8QJP3D2YTTsOMPbZz8rkOHOeu5UBPdvx65Yj5MyKirFpNE20ciglnaH3vsXG7cfn8Dy3XWO+fPkOYpw2qTQqcjEMgwOH02nW/2GCwZLN55lTrWoxLHjvHuolJUhPu6h0sj0+qp9/X9TzIBbFbNLQDQPDMDinbSMG9GjL4As7ULdmPF5/AFVR0DQNk6YSCAZZsnwzv6/dzsr1u1jw24ZSaUNpcdotbPvhSWJdkq1QGho1asQLL7zA4MGDS2V/O3bsoHHjxhw9epT4+PhS2WdOL7zwAl9++SWLFy8u9X2LU59cYQpRjhRFoXnDmny1cE2ZziXXpkVd3P4gJw7HyfAEWb03G3tsDL/OHMsFZzcHYNyIvnzzxp3Exdgl8BR5KIpCrMtOnMteavts2qAGv300noa1EyXwFJWSgkJ8TMnf8zUSXDx1z2D2LZnC0d+fJ/WPF/jy5VHcfeOFNGtQE7vNQnyMg1iXHafdgtViwmm30v+CNkwcNZAPnxnB319N5NJe7UrhVZWO0Tf2RiuvSYArkZ49e6JpGmvXro08l5qaiqIo7NixI+p9vPDCC2XTwCpow4YNdO3aFYfDQYsWLZg7d26h63/00Ue0atUKl8tF586dWb78eGGwHTt2oCgKqampkefeeecdEhIS+Pnn6IsuirIlV5lClLOde4+w8I9/qZeUgMVSNpnvmgrBQgpBbDnkZk96gE9fuJ0enVswdsTFOO3WXJNhCxFmGAZef6DU5vS76PxWLJ31P2pVi8FsltEfonIyDIOjJSiw1aNzC1Z++iCbvn2MkVf3wGm3YjZpmE0acTH2qFJWVVUhxmmjaYMazJl6G9Xi8xZCatagZqmNyy6K2aTx4TP/4d5hfU7b4mAJCQk88MADFd2MAgUCgYpuQtT8fj+DBg3iwgsv5MiRI0ydOpXrrruOLVu25Lv+0qVLGTlyJNOnTyctLY3//Oc/XHLJJaSlpeW7/pQpU5gwYQILFiygR48eZflSRDFI8ClEOVKAVRt2syM5hVUbdvPx1NtK/RjNGtSkVvU4AkVUIbSaFDKyvEwcNRCLBACiEIqiYBgG/kCwRPu44OzmzH31v3z4zAjiXPYCJxsXoqLpuk5Gtuekt9c0lZcmXE2rprWxWc2lUj3c6wvw24fjSIg9PgVWg9qJLJx2D6Nv6F3i/UfjuoHncNH5rU7r4mCjRo1i2bJlLFmypMB1Zs+eTbt27YiPj6dz584sW7YMgPvuu49ffvmFcePG4XK56N+/f2SbTZs20aVLF2JiYujRowe7d++OLDt48CDXX389derUoU6dOowZMwav1wvA4sWLiY+P5/XXX6dBgwacd955edrzww8/cPbZZxMXF0ft2rUZNWoUbrc7srxRo0ZMmTKlwOP/888/kWW9evVi7969kWWGYTBu3DiSkpKIjY2lRYsWzJs3L6q/5ZIlS0hJSeHhhx/GZrMxcOBAevTowQcffJDv+l999RWXXXYZ5557Lpqmcfvtt+Nyufjii7zzpY8bN46XX36ZJUuW0KlTp6jaI8qHXHEKUU4Mw2DhHxsj44e++Xkdg/t0KPXjtGhUE1DYdaTwO/aGERpzF+eySdEIUSSrxUSNBBd7D+V/h7n9GfWoXzuBpOpxqIrC35uTSYhzUj8pgaH9zqZVkyQUVSHGYZWgU1R6W3cf5ob/vVvgcpfDypT7htCySS3qJSUS47Cyfts+MrM81KuVQFyMo1RSdnOyWkzUrBbDh8/+h/63vcStV3Xj8dGX4XJY2Xsw/89laXLYLDx65yBcp2mPZ1hiYiL/+9//GD9+fCSozGn+/Pncf//9zJ07lw4dOvDll18yaNAgNm3axHPPPceKFSsYPHgwY8aMybXdjBkzmDt3LnXq1OGKK67g4YcfZvr06RiGwaWXXkrXrl3ZsmULbrebK6+8kscff5zHHnsMgIyMDNasWcO///4LhILVnOx2O2+//Tbt2rVj586dDBgwgKlTp/Lggw8WefxAIMCll17KNddcw5IlS1ixYgUDBgygXbtQGviPP/7Ihx9+yMqVK6lTpw67du3C4wnduNm1axft2rVj7dq1NGjQIM/fau3atbRu3Rqz+fjNmQ4dOuRKa85J1/U8Y7ANw8iz/siRI1m5ciVLly7N97iiYknwKUQ5ycjy8ubHx++U9jqnBXvKoNptUvU4FAUaJNgxDDe+gI7bn7dIjKYqoCinbeqUKB6n3cpfnz5I9xufYeuuQ5hMKv27taFT64YM7deJ6gkugrqOxWRCUUK9NIqqYNJUFEXBYZMKyqLqqFcrnmf/dyV3/N+HbN11KPJ8YpyTCbf159Je7aiRGJOrR/P8Dk3LvF1Wi5mOLevTv3sbnrrncpx2K+mZbj79YSUP3zGAx17/psyOfe/NfYhxVo0ezyy3t0wraI8ZM4ZXXnmFL7/8kp49e+Za9uqrrzJ27FjOOussAK644gqee+455s+fz4033ljgPu+8806aNGkCwPXXX8/kyZMB+Ouvv9i8eTPLli1DVVUcDgcTJkxg5MiRkeBT13UmT56Mw+HId9/du3eP/N6kSRNuv/12vvnmm1zBZ0HH/+233zh8+DCTJk3CbDZz3nnncfXVV7NhQ6gIltlsxuPx8M8//1CjRo1cwV6DBg1yjb88UWZmZp6CSPHx8WRkZOS7/sCBAxk0aBBLly7lnHPO4a233mLXrl2kp6fnWm/+/PmMGDFCAs9KSoJPIcrJ0fQsFv+5CQjNpXl+x6Y07ftQqR/n0x9W0Oe8lvS/oA1t68agKgrpbj+Z3iC6YeD26zRMtGPWlNOyYIQ4eVaLiT9mj+eLBavo3qk5CbEOnHZrvkWq7BJsiirMbrNwfoem/DF7PD/9/i9Z2T4ysz1c1bdTqaXRniyH3cKHz4zAbNIIBIPEuuz858puGIbBk299W6oVqXO6+fLzq8xNJKfdis8XQNPUMimiZ7fbmThxIhMmTOCXX37JtWzHjh1MmDCBiRMnRp7z+/0kJycXus+kpKTI706nMxKA7dixg9TUVBITEyPLDcMgGDw+DCImJqbQqrbLly/ngQceYN26dbjdbgKBAGeccUZUx9+7dy916tTJ1TvZsGHDSPDZq1cvHn30UR5++GE2bNhAnz59ePbZZ2ncuHGhrxfA5XLlGa+ZlpZGTEz+c5L37NmTF198kVtvvZUDBw4waNAg+vTpQ7Vq1XKtN2/ePIYMGYLdbufJJ58ssh2ifEnukxDlICPLw9PvfB95fFnv9vyyYguZ2d5SP1Z6pofrxr7LrQ9/QMAfQFMV4h1m6iXYqJ9gp1kNB3ZLqJy/EMXhsFlw2q3cMKgLDetUI9Yl1ZHFqUvTVJx2K5f2as+1Azpz61XdiY91VGjgCaGiPzarGe1YVoHb48Npt2CzmrnovFZl0r47r+tJXBWaViXb42Pf4TQ+/u4vstylf54FGDFiBLqu8/777+d6vn79+jz33HOkpqZGfrKyshg/fjxAsYcd1K9fn5o1a+baX1paGpmZmZF1itrntddeS69evdi2bRvp6ek8+eSTUU8hVKdOHfbu3Yvff7zg3K5du3KtM2rUKH7//Xd27dqF1Wpl9OjRUe27Xbt2/PPPP7n2vXr1atq2bVvgNsOHD2f9+vWkpKTw9ttvs379+jzFhNq1a8fChQt55513In93UXnIVYMQ5UBVFeZ8+1fkcc3EGHS9bO5Oh/27/fgE5YqioCgK6rE0SCGEEFWfpqqRLAN/IMj7T93M7x+No3qCq9SOYTKpPDJqYJUqMuSwWagW7yLb4+No2slXLC6Mpmk88cQTeXrW7rzzTp555hlWrFiBYRhkZ2ezYMEC9uzZA0CtWrXYunVr1Mfp3LkzDRo04KGHHiIjIwPDMNi5cyfffvtt1PtIT08nPj4ep9PJhg0beP3116PetkuXLlSrVo3HHnsMn8/HH3/8wZw5cyLLly9fzrJly/D5fNjtdpxOJyZTdImVF1xwAYmJiTzxxBN4vV7mz5/P4sWLuemmm/Jd3+/3s3r1anRdJyUlhTvvvJPGjRvTr1+/POu2bduWRYsWMW3aNMaOHRv16xVlT65ChShjwaDOvMVryfb4AHj5wWvoc14rJr0aXTW4k7V+6z7e/HhJmfSuCiGEqDzC46pjXXYa163O+FvzXoyfrG5nNSNYxjdLy4LLYeWa/p2pmRhDtsdHoATVugsyZMgQmjVrluu5gQMHMnnyZG699VYSEhJo3LgxL774YuSG85gxY1iwYAHx8fEMHDiwyGNomsbXX39NcnIyrVq1Ii4ujgEDBhQ4HUl+3nzzTZ599llcLhcjR47kmmuuiXpbs9nMV199xffff09iYiLjx49n+PDhkeXp6emMGjWKatWqkZSUxN69e3nxxReBUA+py+XK01Oac99z587lxx9/JD4+nrvvvptZs2bl+pu6XK5IarPf7+eWW26JVNUNBAJ8/fXXBfb8tm7dmsWLFzNz5kzuu+++qF+zKFuKEW2/uxDipGS5vQy84xV+X7MdgIy/XqRxnwc5nJpZxJYl1+e8VsyaMpxYV+lWXRRCCFF5HTqaQYPepTMX5X03X8QjowZU2Sm5chYfSs90y/lQiAomPZ9ClKGj6dm8+uHiSOAJoSlOjpRg4vJo1UyM4f2nbpYTrRBCnGYcNgtX9T35uQ3r1ozn3HaN6XXuGVzZ96wqPVzDbNKY+fUf3DP54zwBtMfrj3rsoxCidFTN21hCVBGqorD87x25ntu+5zDDLuvCtC/yzg9WWpo2qMG0x4ed9vOxCSHE6chpt/L6xOu47ML2fPr9StZs3MOO5JRIoNWySRJfvXwH1RNiqHb+vZHt2jSvw1P3XM55HZrg8wcABVcVn5vXYjZh6AZvzFnCrn1HeODW/rQ/ox7+YJDPfljJZb3by01aIcqRBJ9ClCGb1USrJrWZt3gdELoDu3XXIa4d0LlEwWfDOtVQVYXDRzOJddqoXSOOOjXjaFyvBjcPPo/6SQmYTGqVTZMSQghRMk67lSv6dKRPl1bHis7Bwj/+ZdmqbTw08hJcDiuBoM57j9/EpFe/5rwOTXnloWtw2Cyoqlqm82SWJ6/Pz99b9gIwf8nfzF/yN4qiYDZp3HVDL8xmrYJbKMTpRcZ8ClHG/t6cTOehTwHwykPX0L97G668+01W/bv7pPe59stHqFcrHhSFQCBIMKijKGC1mrFZKnYaACGEEJWTYRhkuX25smL8/gCBoE5Q16tURdtoZGR5cHv89B4+la27DkWev+KijvTr1ppLe7UnLkZ6PYUoT9ItIkQZCgSDZGYdrzZ7+YUdufq+t0sUeAKs+GcnzRvWDD2o4DnnhBBCVA2KouQZjmE2mzCfoqcRu9XMG3OW4Pcfr3Rrs5qZ/uTNmE3S4ylERai6SfxCVAGBgM4tD4UmoG7RqBaqqvDryujLoxfk3HaNS7wPIYQQ4lRmOpZa+9cnE0LZQkDrprXRdUn6E6KiSPApRBlKSctiR3IKAOd1aMK+w2nF3keb5nVof0a9yGOTSSUYrHpzrgkhhKg8gsHgKXku8Xj9ZLt9kcc2ixlNU7msdwecdgtzpt6GRcZ5ClFhJO1WiDK0blNy5Pda1WI5fLR4c3t2aFmPBe/dg64bHEnLItvjo35SIiB3bYUQQpy8zGwfv67aQu3qcbRskoSuG/h8Af76Zydd2jch1lX1xn96vH6WrdqKxWKic5tGmE2hPpZAQOeT71fwzmM3kRDnQFGUCm6pEKcvCT6FKCN+f5DfVm+NPN6RfJha1WKLtQ9FUfD7g8THOohxVr0LASGEEJVTjNNKq8ZJdLjicWokuLBYTJFMne/eGk2Pzi0quIXFYxgGQV1n7LOf4fb6ueaSs0nLcDNx1EBUVWHnT0+Rme3FYbNUdFOFOK1J2q0QZSTL7SUxzsk3b9xF73Nb0rdra6yW4t3v2bLrEGazhs8fIDPbi66feilSQgghyp+qqtSsFsv1g85h76G0SOBptZioXSOugltXfFluH1fd8xbrt+5j+57DvPrhYu66vjdOuzVSxVfmvhai4knwKUQZsVnNnNE4iV7ntOClB6/movNbcd+UT4q1j4wsD2cNeZzNOw7isFnw+AJl1FohhBCnG5fDymW9O0QeK4rCrVd2q3LBZ5bby9eL1rDoj40AWMwmvn7tvyRVj0XT5FJXiMpEPpFClBFFgS7tQ1VpF/+5kdX/7qZ7p+bF2ofdZuapey6nYZ1EVFWRdCEhhBClqttZzRjUsx2KovDuYzfyzNgrsVWhKbwys7188t0Kbp04E4D4GDs/z7iP1s3qVKnXIcTpQsZ8ClFGrBYzJk0jPdPDj8s2APDOYzcyb/G6qKdbGXl1Dy65oK2cQIUQQpQJl8PK+0/djN1mITM7NC91VZgDMyPLQ0aWh1sfmcnCP/4FoE6NOO68vhdtm9eVHk8hKikJPoUoI9meUKl3q8XELyu2kBjnxGGz0rFV/aiDz06tG0jgKYQQokzZj2XVVIUxkVluLwdS0nnxg4VM+3wZ/kAQgCn3XcGIId1AAV030Cp//CzEaUmCTyHKQDCo89kPK1n97x4a1kngSFoWqRnZfLNkHaNv6M3LsxYVun39pATsNgvdOjYrpxYLIYQQlVcgGCQr28cN495jwW8bci2rWzOeEVd2k6EpQlQBEnwKUQYy3V6++XkdXy1cE3lO1w36dj2TR1/7psDt4lx2Xnrwagb2aIcvEERTZS4yIYQQpzd/IMjOvSkMGPkKu/YdybP80bsGyflSiCpCgk8hyoBZ01i5flee590eHz+dcMc2p7cevYG+3UJTsjjKsoFCCCFEFeH2+Oj7nxfZeygtz7KuHZsy+MIOWC0yREWIqkCCTyFKWWa2l6nv/8ju/UdzPd+8YU1AYc3GPflup2kq/bq3xmKWj6UQQggRZjGb+P6duzlwOJ2p7y9g6cqtxMXYeOLuwfTv3ga71EYQosqQq1whSpHfH8RqMdHrnDPAgGen/RgphtCvext27kspcNtgUGfyO99x37CLcNgtKIqkEAkhhBA2q5lmDWrSrEFN2rSoG6nGa9JUuWErRBUjdaiFKEVms4bZpNGlfRMuuaANBgYQmnfsgVv7MeWd7wvd/qm3vuOyu15jzcY9eLx+/P5AeTRbCCGEqBLiXHYcNgsOm0UCTyGqIAk+hShlWW4vU979nh7DniMQ0AG49aru7D+Uymc/ripy+6Urt3LetU+zcv0uzHJiFUIIIYQQpwgJPoUoRYZhsHZjMo+/MR9dNyLP+/wB/McC0aJ069SMRdPupX3LemXVTCGEEEIIIcqddKsIUYoysjy8MefnXM+1bVGXe4b14ck35xe5/c2Xn8cz91+JU8Z8CiEK4PMHJN1QCCFElSQ9n0KUIkVRUNXjH6u+3c5k4bR7mbd4LW998muh27ocVp4aczkuh1UCTyFEvjKyPOw9mEZmtpdAIEi2x1fRTRJCCCGiJrdOhShFFrNG9Xhn5HH1hBh27k3hzsdnF7pdh5b1eOLuwdKbIYQoVDCoM3/JOrz+AAMuaEvDOtUquklCCCFE1ORKV4hSZDGbOLNZncjjA4fTqVUtlp7ntGDvwTQ27TiQZ5tJ/x3If6/rhd1qRtMkGUEIUbBYl42RV1+QK8NCCCGEqCoUwzCMolcTQkQry+3l0lGvsmz1NjRN5YPJw+l1TguOpmdz5qBJudZ12i0c+OVZCTqFEEIIIcQpT654hShlwaBBQpzz2O861419h1snfoDZrOVZN8vtY+e+I6Vy3EAwCICu66RlutH16KrrCiGEEEIIUR4k7VaIUqaqCnsPpuZ6btEfG1EUhdWfP8SR9GwyMt2kZXhIz3Sz71AatavHYrdZTup42R4fum6wcft+7DYL2W4vXy1cw8N3DMAiqXlCCCGEEKKSkLRbIUpZMKiT7fHx5sdLeOmDhRw6mglAwzrV6H3uGcS6bLRuVocbL+2SeztdRzuJYDHL7SUtw02syw6E5hoFUFUVp/3kAlohhBBCCCFKmwSfQpQBwzDweP3YbRYee/0bnp32Iz5/AIAhF3Xkrf+7EV03WPDbBjbtOMDtV19AjMMqRUSEEEIIIcQpS4JPIcpYeqab9CwPr8xazHe//s2Dt1/CwJ7tGDZ+Gl8vXkuzBjX5deZYTCYVp91a0c0VQgghhBCiTEg3ixBlKNvjw+sLkJaRzf23XMSSGfczsGc7Vvyzk3k/r4usFwgGef79BWRmewkGpVCQEEIIIYQ49UjBISHKkMNmwW41Y7Oa2bTjANO//I09+4/yw7L15Ew6UBWFdz5byu9rt/Pfa3vS4+wW+PwBHHYLFrN8TIUQQgghRNUnabdClBPDMMjI8pCR7eXnPzfx9+ZkvlnyN6np2az87EGsFhMuhw2A9z5fit1qZmDPdljMGlaLuYJbL4QQQgghRMlI8ClEBfH5A/gDQQ4cTmd7cgpxMXZaN62N2WTCFwgQDOpYLSbp+RRCCCGEEKcECT6FEEIIIYQQQpQ5KTgkhBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMSfAphBBCCCGEEKLMmSq6AUKI0mUYRuR3RVEqsCVCCCGEEEIcJ8GnEKeIcNCpG2AAqgIYhgSgQgghhBCiUlCMnN0kQogqw8gnsDzx4yyBpxBCCCGEqCwk+BSiisgvnTb8nASZQgghhBCispPgU4gqwDAMdAP8OiiARZOAUwghTkf5Zb0IIURVIWM+hajEwveGggb4gqHnTFKjWogKVdQ9WwkMypZhGBiEbsSFlfRvXlUKtYVfu4znF0JUVRJ8ClEJhS+E/DoE9NBzmhIqIqQqlfviSIhTTc7AxACC+vHCXmEKoBz7fGqcXoFBeaX/h4/jC4ZuyEHo721WQaV4bQjvywAMI/T/qRugqaH/v+Lsq6B9F3f7aBLRDMATAKsWes2n0/tMCHFqkLRbISqR8McxoIcCTzieZqseu8aQiw0hyk9+AU9RTGooIIJT+/Oa8yaZSQ0H4KX/esO9ff5C/g8iQWgUh9eN0HdsQftSALMWuuEXbQ9rziwVI0dgrCih7cNBbviQqpJ7v+HgN7we5L65kXPbMKsW3euNxqn8PhVCVC4SfApRiRiGgSdw/CLDrB5Ps5WLAyHK1om9YRAKJoJ63gv/oiiEPrsnpskXFbwUtk55KeiyIOffJSxnEGdSQwHbiQFX+OWEX5VuHF+nsOOE18mZAVIUhfwDshN7qotLVY5nn5zYdoNQ+6JtY2k68fWeGLCeKG8wfTxwr+j3nRDi9CDBpxCViGEYuAOh31UldGdbLgiEKH0nBpqKcrxHTC/ls2LOlFxzAWO2w0GupubtFcuzvzLqXQzzBUserEUr/ErkQqRi2UzH/y/knCOEKEsSfApRieQMPgHsx0Zly8WAOF2VdDxhfqe4cKAXbRptaQv3VilKKPAtrB3hwDX8uxbpXSz5d0LOADz89yjtwFtUHeGaAuFe3hPJeUgIURok+BSinBWUXmcYRq6xnmEWLfeFgFwAiNNBzvHPEAq6ohlTmF9xIIPjY+pOBeFeqpJ8FxiGkauKthAnytljf+LvJwoacp4SQkRHgk8hylE4wAwaucfZFBR45pSzoIac2MWpLHxayjn+GXKPoTSMvEW4wvPhBvKpRnsqCY8FP5nvgfyKmglxMvJLmVaV42N/891Gzl1CnPYk+BSiHOnHCgqF5SwolDPdtjDhnlA5iYuC5ExVLSxtNb+v/5zbRKukPXCR3zmehhpt8ZZwQFrc7aqanBVYofC/+Yl/09BzxwPyU6kXWFRe4d7S8Ds1HJiCnL+EOJ1J8ClEOTox+IRwUaFQemC0PREyFlSEnfgVHp6SImfF0fAYrpw9hJC7kmu4OquqhN6Heo4pI3IeIecFpZKjAmix203oGBU59rIqifYzH56W5MTvGSEqg/C45ZzjSuU8JsTpRYJPIcpJYam14QvLaKcUUABrKYz7EmXvxK/Y0iycU5wxjaoS6jWH0q/qGu7RyNm7lp/85ioU0QmnMmqFRPrhwNMbkL+zqBrC88Oe+LbO72syv3e+nP+EqHok+BSiDIQ/VicGBAX1bFq10EWlYRh4g9EFBTIVS+WRs2roidMVhP9P4fiY3VzbkjcoyzleKmdgGV5PgrjTT2E3nMLvP19QepHFqS8crKrK8UJkIOdCIaoKU0U3QJzeDMNAURT08Li0KLap7CeYcO+DL3i8KEo4PTGcBgm5qwfmLJxiUo2oKlDKmK2KV9BFfygVNe8NiHAQWtTchuGLq1O5aI4oHrOW9/sx500P6e0UpwuDY0MGjOM3dC0aaBiV/vpACCE9n6KChIPO8O+R58l9gZXfHf6TrfBYnielwgq5nPgaT1webeotSPGhipKzZ9sXlIt+UT6Oj90NfYeEb2xIb6c4ncl5UIiqRYJPUSHCUyKEhSdbD/9eWABa2D5PXD/ntALhKnsnKs7+S+vkVtD4PX8x0+YUjs35JyfdMnPi/1W4SI9c8AshRMWSwFOIqkfSbk9BJwZJ4ceF9cZVxBd3ODW1IOGqeGa18Kv8cGpi+OVpqpErvdV3bAylX8+d4hpe36wZBab7njh/IIZRYGXPgsZhRR6Te9we+TwuLol/yk7OGxdBmZpCCCEqhXDvf7jStgSeQlQt0vN5isj531hUEJRzua4b+VaVy7U9Occult6XfDgFNRyAFXaBHxkTmaM9pf3GPV60IPd4TIXjAUhBbdOU3D2r4SqkkUIxpdzW8HEtmlS8LSs5U2u9UYzBFUIIUfpyFhjKeZ6V854QVZMEn+Usv94ww8idaprfcwVtA9EV6SlIOOALB4Dh4jiQd9qEcHXV/JTGScAwjFABARlDVyCLdjwgDpMTcNnIWcxF5kwUQojyF06rDZPznRBVnwSfJyG/sYU5ny+IbuT+qap/eE05nkIa7vULB62lcVooTsGd08Hx9ONjj+XkW2ZyfoaDRunOhSmEECI6JjnnCXHKkuCzGMI9c+EewsjYQU4IKnP8RU/HP+6JE0YXliZ7YnqrwekbeIb/buEgPud7DOQEXBZOrLQcTpWWYkJCCFH+wkX0QM55QpyqpOBQMUlKaNHCc3BFu244vfd0ox2bIPvENFqQk25pKOy+WjjQzPmvEEKIimWVwFOIU54En4XIvzps7p5NIUzq8VTksHCPLuR9v+RMT5YT7MkraPx0uJfdyLVu2RWqEkIIUXJK+EfOi0Kc0k654DPaLOJopsUIyhQLIgqhMZnHp2SBE95fch4tFSemyPqDVXvstBBCCCHE6eaUG/NpGAaeQCidMfT42L8c7/XQFDBrObfJXQRIgk1RXOGezvBYTU2V3s2SKGiO1PCYTPmICiHEqUcLTyEm500hTllVJvgsbK7KE9fTjcLnZRSitJjU44WBcs5Beqqk1hqGgaIoueZkhbxFpUr6GnNOa2KccCNIbgYJIcTpIxyAnqgqn0uFEMdVieAzfAHsOxZNhnuZwnM/FZZCG07Pk0BUlLbwvKen4gkx/BkqatobhVAAblJP/u8QriLtC57U5kIIIU4xWo4MolAVeCVyLSiEqNqqRPAJxy+GAyeMw8x5h6yw3tA8z/1/e/ceIlX9/3H8Ne66W4rrbd0dc1MKdPNu3iBpQfuBkqB0+yu0hAiELkSICEbRX/5jFF3sp4agXcCKLIiglBYNg8pyFCXFwlg1Z2Uzd73kru58vn/omT2zc+bMmcuZM2fm+QBx98znfD7vmX3PmXnP58znyLb4yKDT+JhxgRdeci+MrLMHenMoBq1rsuXzOFjFp73IHZg1Tl28ycL1NwEg/OpqBiYS3FTSayxQ7UJTfFrcwi3WwWnwzKn1XTNmTzHYkNsz8IXM/BXKnq+FxOB1ttOJdW22QmY/M/bt0Gd/wuRUHAMAygfX8wSqV+iKz6AYY/J6U47qYBWgQxxeQ/OdDbROM8rmxu1ZwFxOAR78AYsxSpt9zMSaibS+5xrE4krW49N70/ChEACETH3NwOm0AKpLxV1qpZjsb9A5DRdu+o3Uf3smbsigU0UjMslFiezcXnTt32+xToMd6G/g9puJW4WjU9GbjXU5ISuvjQb6sa/ea1/F1ynOYstWcA9cz9PwnASAEIlIqq/lep5ANauqmU+n2R77qqQpbTXwxpyZFRSTVYjaV8l1Yn9hdrp+qNcVoN14efr7cSptWlvdXuHWDDw3re32nwEA4RXRre95Jj/opAAFqk7VFJ/W3bQWKxo8k2kdCJlJQRDsM4upl2nJXKAGMeuYiRWL/ZIp/YnU4jFlHNkW/AIAVB1rxXiJIhSoJlVTfNpZd7mPS7AgZOzft3SaOfXyAp5p9WfrAxn7dTbdYrD/bP//BivRAgA8Sl6uy7aNYhSoXFVZfEq33oD39vMmGZXBmjkdWpP6XZpMCwtlKzABACi1mtsfqtZQjAIVqyqLT2MMs56oWNb1R63vK7NYFgAgjLKtkUBRCoRPyYpPp2HK4bqI9u+eceF6AACA8mb/vqgdxShQ/jwXn27NjJwXRLHPuFh7W92U22kVmQrSTCttDn44OIURAACgdOyzofbLgmW6/Fim96sUrUDp5FR8Xr85UGBZT3j7qavWBeet75V5NfiUikyXP5GCOUBke4gikYj6+m9dcxEAAADBsd5Luq2qPsRWrA4s5EcRCvjNc/EZZHE1+ACRrUC1s89i2lfplNz3d1qwJVO/xtxa4RMAAADhE5F051CKT8BvtUEH4IV16m622VTrkJHv6a/2y1hEZBSRlFBqkcmptQAAAACQu1AUn14VWhhaBSaLDgEAAABAcQ0JOgAAAAAAQOWj+AQAAAAA+I7iEwAAAADgO4pPAAAAAIDvKD4BAAAAAL6j+AQAAAAA+C5ijPF0YRFjDNe4BAAAQEUaEolkbwSgIJ6LTwAAAAAA8sVptwAAAAAA31F8AgAAAAB8R/EJAAAAAPAdxScAAAAAwHcUnwAAAAAA31F8AgAAAAB8R/EJAAAAAPBdbdABFEsikdCff/6pWCymd955R+fPn1dXV5caGhqCDg0AAAA+i0aj+v777zV8+PCgQwGQQSiLz//++0/Hjx/X4cOHtX37dsXjccXjcSUSCTU1NSkajWry5Ml6+73/V11dfcq+Rsb+i/2/Wz+bQTdmaufSX8p4Jr2dcejPiWM7h/7c4pPDuNnic+rPcVvaCO79ZR3XqbnX++vyYPoZX1q+OHSbcOnfPkbq389kbpd1W+Y4ne53IluO3L49kbrRYQyndk73LbV96jandgPbEg4BWtsSDoOk3DfH/gbdaIs/JT4zqL0y/N2sx8W2b8Kk3payb5Z8cToGGIf763icGdTeeOw3tZ3TfXS73/ns65LDTv3l8ZyQ02OW9sNALjn1p6yxpAftlA/u7dJCThnYsT+3Y2SWv4cc7kfCeLy/jsc1k/J/SixOxxmn9oP6cmqfuV3mv322OJ1ikOPjbT2O7o+3HNoZx8fWKU6XhDCJLO0SaWMkj2qO/WUb1+O+nuNzGzfhsV3mcTt+3qOLFy9SfAJlrOyLz66uLsViMcViMe3atUvxeFxdXV2qr69XNBrV+PHjNX/+fEWjUTU2Nqqmpia575KH/i/5s9ciq5B2Xos7r0VlIe1c37hkia/Yj0tVtUtvnlIwOb3PSBZ3Dtvyanf7Z6ei0ilvnNvZ+7s9rsM2z+08Py4D2waKwIF9nYoDp+LT7b4lsvbnEIvDvo5/j2S79H2z3o9Bt2WK2an4dIx5UPts47u2U3o7p5ic+nNsZ+sv51iyjeH4nPAWs9dY3Lc5PJ/KYpvHxzlR3MfAtYDLs30u7ZwLvsLb+RmLYyHneZtTsejTtoRTu3xiLvI2AGWtbIrPRCKh06dPKxaL6e23307OZvb09GjUqFGKRqOKRqOaPn26otGoRo4cqUgkEnTYAAAAAAAPAik+e3t7dfz4ccViMW3dulXxeFydnZ26ceNG8rTZe++9V4sWLVJzc7PuvPPOIMIEAAAAABSJ78XnxYsXdeTIEcViMe3cuTO5ENDQoUOTs5n333+/otGoxo0bp9raspmMBQAAAAAUia+V3uLFi7V//35JUk1NjaZOnarFixdr/PjxGjVqFKfNAgAAAECV8LX43Lp1q/bt26cdO3YoHo/r999/18mTJ5Mznta/pqYmDR061M9QAAAAAAAB8rX4bG1tVWtrq5577jlJ0s2bN3XixAnFYjFt2bJFx44d0759+3T9+nU1NjamFaUslQ0AAAAAlaGkX7Csra3VjBkzNGPGDK1atUrSreXFz507p8OHD+vNN9/U2bNndejQIf37778aMWJEWkE6evRoDRkypJRhAwAAAAAKFPjqPpFIRC0tLWppadGKFSuS27u7u3X06FHFYjHt2LFDp06d0oULF1RbW5tWkI4bN47TdgEAAACgjAVefGYycuRItbW1qa2tTS+88IIkqa+vL3na7vvvv6+jR4/qu+++U29vr8aNG5dWlAIAAAAAykPEGGOCDqIQxhh1dHQoFovprbfeUjweVzwe16VLl9Tc3Ky6+vocOyxqs4I4jpHzwN52KNr9KaPHz/NYrg3yj7SQ+2jSfijW+EXKhxL8nT3ve/sQVvSxsnSY63gm4y+5juGys/HUKo8xvTU02Rp47broee/lRskU+QlX0HHO5SCQV7/e0iaHPooUl6cdMzcozuuke+++vksq6PhVSNLlehDKJ0KT4655jDE4vhvX1Nl5Xk1NTbn3BaAkQl98ZhKPx/XKK6/oySefVF1dXdDh5OSLL77QY489FrqxCukr1329tvfSzq1Nptv6+vr00UcfadWqVeRXicYiv8KB/Cpee/IrHflVvPaVmF9jx47V1KlTSzomgByZCtXd3W0kme7u7qBDydnUqVNDOVYhfeW6r9f2Xtq5tcl0G/lV+rHIr3Agv4rXnvxKR34Vrz35BSAILBsLAAAAAPAdxWcZsq6LGraxCukr1329tvfSzq1NKf8WpUJ+Fa89+ZWO/Cpee/IrHflVvPbkF4AgVOx3Pnt6ejRy5Eh1d3eroaEh6HBQYcgv+In8gp/IL/iJ/ALgpmJnPuvr6/Xaa6+pPtfVbgEPyC/4ifyCn8gv+In8AuCmYmc+AQAAAADlo2JnPgEAAAAA5YPiEwAAAADgO4pPAAAAAIDvKD4BAAAAAL6r2uLz66+/VmtrqyZPnqwPPvgg6HBQYR599FGNHj1aTzzxRNChoMKcOXNGixcv1rRp0zRr1ix99tlnQYeECnL58mUtWLBAc+bM0cyZM7V9+/agQ0IFunbtmiZNmqR169YFHQqAEqvK1W5v3rypadOmqb29XQ0NDZo7d65++uknjRkzJujQUCHa29t15coV7dy5U59//nnQ4aCCnD9/Xp2dnZozZ44uXLiguXPn6uTJkxo+fHjQoaEC9Pf3q7e3V8OGDdO1a9c0Y8YM/fLLLxo7dmzQoaGCbNy4UadOndLEiRO1efPmoMMBUEJVOfP5888/a/r06ZowYYJGjBih5cuX69tvvw06LFSQJUuWaMSIEUGHgQo0fvx4zZkzR5LU1NSkMWPG6OLFi8EGhYpRU1OjYcOGSZKuX7+u/v5+VeFn1PDRqVOndOLECS1fvjzoUAAEIJTF54EDB7RixQrdddddikQi+vLLL9PabNmyRffcc4/uuOMOzZs3Tz/88EPytr///lsTJkxI/t7S0qJz586VInSEQKH5BbgpZn4dOnRIiURCd999t89RIyyKkV+XLl3S7Nmz1dLSovXr16uxsbFE0aPcFSO/1q1bp02bNpUoYgDlJpTF59WrVzV79my9++67jrfv3r1bL730kjZu3KjDhw+rra1NDz/8sDo6OiTJ8VPcSCTia8wIj0LzC3BTrPz6559/9NRTT2nbtm2lCBshUYz8GjVqlI4cOaLTp0/rk08+UWdnZ6nCR5krNL+++uorTZkyRVOmTCll2ADKiQk5SWbPnj0p2xYuXGjWrl2bsu2+++4zGzZsMMYYc/DgQfPII48kb3vxxRfNxx9/7HusCJ988svS3t5uHn/8cb9DRIjlm1/Xr183bW1tZteuXaUIEyFVyPHLsnbtWvPpp5/6FSJCLJ/82rBhg2lpaTGTJk0yY8eONQ0NDeb1118vVcgAykAoZz7d9PX16ddff9XSpUtTti9dulQ//vijJGnhwoU6duyYzp07p8uXL+ubb77RsmXLgggXIeMlv4B8eckvY4zWrFmjhx56SKtXrw4iTISUl/zq7OxUT0+PJKmnp0cHDhxQa2tryWNF+HjJr02bNunMmTP666+/tHnzZj377LN69dVXgwgXQEBqgw6g2Lq6utTf36/m5uaU7c3NzYrH45Kk2tpavfHGG1qyZIkSiYTWr1/PSn7wxEt+SdKyZcv022+/6erVq2ppadGePXu0YMGCUoeLkPGSXwcPHtTu3bs1a9as5PetPvzwQ82cObPU4SJkvOTX2bNn9cwzz8gYI2OMnn/+ec2aNSuIcBEyXl8fAVS3iis+LYO/w2mMSdm2cuVKrVy5stRhoUJkyy9WT0Yh3PLrwQcfVCKRCCIsVAi3/Jo3b55isVgAUaFSZHt9tKxZs6ZEEQEoJxV32m1jY6NqamrSPmW7cOFC2qdxQK7IL/iJ/IKfyC/4ifwC4EXFFZ91dXWaN2+e9u7dm7J97969WrRoUUBRoVKQX/AT+QU/kV/wE/kFwItQnnZ75coV/fHHH8nfT58+rVgspjFjxmjixIl6+eWXtXr1as2fP18PPPCAtm3bpo6ODq1duzbAqBEW5Bf8RH7BT+QX/ER+AShYcAvt5q+9vd1ISvv39NNPJ9u89957ZtKkSaaurs7MnTvX7N+/P7iAESrkF/xEfsFP5Bf8RH4BKFTEGGNKVukCAAAAAKpSxX3nEwAAAABQfig+AQAAAAC+o/gEAAAAAPiO4hMAAAAA4DuKTwAAAACA7yg+AQAAAAC+o/gEAAAAAPiO4hMAAAAA4DuKTwAAAACA7yg+AQAAAAC+o/gEAAAAAPiO4hMAAAAA4DuKTwAAAACA7/4HwuBd++uSJFYAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Set figure size (width, height) in inches\n", + "fig = plt.figure(figsize=(10, 4))\n", + "\n", + "ax = plt.axes(projection=cartopy.crs.PlateCarree(), frameon=False)\n", + "ax.set_title(\"Pythia Foundations Unique Users by Country\")\n", + "\n", + "\n", + "shapefile = cartopy.io.shapereader.natural_earth(category='cultural', resolution='110m', name='admin_0_countries')\n", + "reader = cartopy.io.shapereader.Reader(shapefile)\n", + "countries = reader.records()\n", + "\n", + "# Set normalized colormap\n", + "colormap = plt.get_cmap('Blues')\n", + "colormap.set_extremes(under='grey')\n", + "vmax = int(math.ceil(max(user_data.values()) / 100.0)) * 100\n", + "norm = colors.LogNorm(vmin=1, vmax=vmax)\n", + "mappable = cm.ScalarMappable(norm=norm, cmap=colormap)\n", + "\n", + "for country in countries:\n", + " country_name = country.attributes[\"SOVEREIGNT\"]\n", + " if country_name in user_data.keys():\n", + " facecolor = colormap(user_data[country_name] / 105)\n", + "\n", + " ax.add_geometries(\n", + " [country.geometry], cartopy.crs.PlateCarree(), facecolor=facecolor, edgecolor='white', linewidth=0.7\n", + " )\n", + " else:\n", + " ax.add_geometries(\n", + " [country.geometry], cartopy.crs.PlateCarree(), facecolor='grey', edgecolor='white', linewidth=0.7\n", + " )\n", + "\n", + "cax = fig.add_axes([0.1, -0.015, 0.67, 0.03])\n", + "fig.colorbar(mappable=mappable, cax=cax, spacing='uniform', orientation='horizontal', extend='min')\n", + "\n", + "props = dict(boxstyle='round', facecolor='white', edgecolor='white') # bbox features\n", + "ax.text(1.01, 0.5, top_10_text, transform=ax.transAxes, fontsize=9, verticalalignment='center', bbox=props)\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig('bycountry.png', bbox_inches='tight')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [], + "source": [ + "file = 'foundations_page_views.json'\n", + "with open(file) as f:\n", + " foundations_page_views = json.load(f)\n", + "\n", + "file = 'cookbooks_page_views.json'\n", + "with open(file) as f:\n", + " cookbooks_page_views = json.load(f)" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": {}, + "outputs": [], + "source": [ + "foundations_pages = []\n", + "foundations_sorted = {k: v for k, v in sorted(foundations_page_views.items(), key=lambda item: item[1])}\n", + "foundations_views = foundations_sorted.values()\n", + "for key in foundations_sorted:\n", + " newkey = key.split('—')[0]\n", + " foundations_pages.append(newkey)\n", + "\n", + "cookbooks_pages = []\n", + "cookbooks_sorted = {k: v for k, v in sorted(cookbooks_page_views.items(), key=lambda item: item[1])}\n", + "cookbooks_views = cookbooks_sorted.values()\n", + "for key in cookbooks_page_views:\n", + " newkey = key.split('—')[0]\n", + " cookbooks_pages.insert(0, newkey)\n", + "\n", + "pages = cookbooks_pages + foundations_pages" + ] + }, + { + "cell_type": "code", + "execution_count": 214, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "plt.title('Most Popular Pages')\n", + "\n", + "views_max = int(math.ceil(max(foundations_views) / 10000.0)) * 10000\n", + "ax.set_xlim([0, views_max])\n", + "\n", + "y = np.arange(10)\n", + "y2 = np.arange(11, 21)\n", + "y3 = np.append(y, y2)\n", + "\n", + "bar1 = ax.barh(y2, foundations_views, align='center', label='Foundations', color='royalblue')\n", + "bar2 = ax.barh(y, cookbooks_views, align='center', label='Cookbooks', color='indianred')\n", + "\n", + "ax.set_yticks(y3, labels=pages)\n", + "\n", + "\n", + "def _format_label(value):\n", + " return f\"{round(value / 1000, 1):.1f}K\"\n", + "\n", + "\n", + "ax.bar_label(bar1, fmt=_format_label)\n", + "ax.bar_label(bar2, fmt=_format_label)\n", + "\n", + "plt.legend()\n", + "plt.savefig('bypage.png', bbox_inches='tight')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pythia", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.github/workflows/user_metrics.json b/.github/workflows/user_metrics.json index bc0b98e35..87326a059 100644 --- a/.github/workflows/user_metrics.json +++ b/.github/workflows/user_metrics.json @@ -1 +1 @@ -{"Portal": 0, "Foundations": 0, "Cookbooks": 0} +{"Portal": 46678, "Foundations": 46678, "Cookbooks": 6161} \ No newline at end of file diff --git a/portal/metrics.md b/portal/metrics.md index b05321b8f..b622a8b8e 100644 --- a/portal/metrics.md +++ b/portal/metrics.md @@ -1 +1,13 @@ -# Metrics +# Metrics + +Last Updated: 2024-03-16 00:10:20.136900 + +Total Users: + +Portal: 46.7K +Foundations: 46.7K +Cookbooks: 6.2K + +![Top Pages](bar_plot_file) + +![Users by Country](../.github/workflows/map_plot_file) From 8484848bd0caec1584d725a4809477b0c908f1b6 Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 14:23:58 -0600 Subject: [PATCH 06/11] more prints --- .github/workflows/get-metrics.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index 87cbf365b..6d369573b 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -10,15 +10,17 @@ from google.analytics.data_v1beta import BetaAnalyticsDataClient from google.analytics.data_v1beta.types import DateRange, Dimension, Metric, RunReportRequest +print('portal') PORTAL_ID = os.environ['PORTAL_ID'] FOUNDATIONS_ID = os.environ['FOUNDATIONS_ID'] COOKBOOKS_ID = os.environ['COOKBOOKS_ID'] +print('got project IDs') PRIVATE_KEY_ID = os.environ.get('PRIVATE_KEY_ID') PRIVATE_KEY = os.environ.get('PRIVATE_KEY').replace('$', '\n') -print("Hello") +print('Hello') print(len(PRIVATE_KEY)) -print("hi") +print('hi') credentials_dict = { 'type': 'service_account', From ef8942ce75d9bfbc75c98dae29950ee72af9dab4 Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 14:33:29 -0600 Subject: [PATCH 07/11] don't save --- .github/workflows/get-metrics.py | 8 +- .github/workflows/map.ipynb | 230 ---------------------------- .github/workflows/user_metrics.json | 1 - portal/metrics.md | 11 -- 4 files changed, 7 insertions(+), 243 deletions(-) delete mode 100644 .github/workflows/map.ipynb delete mode 100644 .github/workflows/user_metrics.json diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index 6d369573b..2c322b3e6 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -1,6 +1,7 @@ import json import math import os +import sys import cartopy import matplotlib.cm as cm @@ -11,16 +12,20 @@ from google.analytics.data_v1beta.types import DateRange, Dimension, Metric, RunReportRequest print('portal') +sys.stdout.flush() PORTAL_ID = os.environ['PORTAL_ID'] FOUNDATIONS_ID = os.environ['FOUNDATIONS_ID'] COOKBOOKS_ID = os.environ['COOKBOOKS_ID'] -print('got project IDs') +print('got project IDs?') +sys.stdout.flush() PRIVATE_KEY_ID = os.environ.get('PRIVATE_KEY_ID') PRIVATE_KEY = os.environ.get('PRIVATE_KEY').replace('$', '\n') print('Hello') +sys.stdout.flush() print(len(PRIVATE_KEY)) print('hi') +sys.stdout.flush() credentials_dict = { 'type': 'service_account', @@ -37,6 +42,7 @@ } print(credentials_dict) +sys.stdout.flush() client = BetaAnalyticsDataClient.from_service_account_info(credentials_dict) diff --git a/.github/workflows/map.ipynb b/.github/workflows/map.ipynb deleted file mode 100644 index 73c1ccedd..000000000 --- a/.github/workflows/map.ipynb +++ /dev/null @@ -1,230 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [], - "source": [ - "import cartopy\n", - "import json\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.colors as colors\n", - "import matplotlib.cm as cm\n", - "import math" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [], - "source": [ - "file = 'user_by_country_metrics.json'\n", - "with open(file) as f:\n", - " user_data = json.load(f)\n", - "\n", - "dict_api2cartopy = {\n", - " 'Tanzania': 'United Republic of Tanzania',\n", - " 'United States': 'United States of America',\n", - " 'Congo - Kinshasa': 'Democratic Republic of the Congo',\n", - " 'Bahamas': 'The Bahamas',\n", - " 'Timor-Leste': 'East Timor',\n", - " 'C\\u00f4te d\\u2019Ivoire': 'Ivory Coast',\n", - " 'Bosnia & Herzegovina': 'Bosnia and Herzegovina',\n", - " 'Serbia': 'Republic of Serbia',\n", - " 'Trinidad & Tobago': 'Trinidad and Tobago',\n", - "}\n", - "\n", - "for key in dict_api2cartopy:\n", - " user_data[dict_api2cartopy[key]] = user_data.pop(key)\n", - "\n", - "\n", - "def format_user_stats(value):\n", - " return f\"{round(value / 1000, 1):.1f}K\" # Round to one decimal, add 'K' suffix\n", - "\n", - "\n", - "top_10_countries = sorted(user_data.items(), key=lambda item: item[1], reverse=True)[:10]\n", - "top_10_text = \"\\n\".join(f\"{country}: {format_user_stats(value)}\" for i, (country, value) in enumerate(top_10_countries))" - ] - }, - { - "cell_type": "code", - "execution_count": 80, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/dd/_xm_pbpd3flgbvbnt7qhd70snnbpj_/T/ipykernel_16987/25403892.py:51: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", - " plt.tight_layout()\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Set figure size (width, height) in inches\n", - "fig = plt.figure(figsize=(10, 4))\n", - "\n", - "ax = plt.axes(projection=cartopy.crs.PlateCarree(), frameon=False)\n", - "ax.set_title(\"Pythia Foundations Unique Users by Country\")\n", - "\n", - "\n", - "shapefile = cartopy.io.shapereader.natural_earth(category='cultural', resolution='110m', name='admin_0_countries')\n", - "reader = cartopy.io.shapereader.Reader(shapefile)\n", - "countries = reader.records()\n", - "\n", - "# Set normalized colormap\n", - "colormap = plt.get_cmap('Blues')\n", - "colormap.set_extremes(under='grey')\n", - "vmax = int(math.ceil(max(user_data.values()) / 100.0)) * 100\n", - "norm = colors.LogNorm(vmin=1, vmax=vmax)\n", - "mappable = cm.ScalarMappable(norm=norm, cmap=colormap)\n", - "\n", - "for country in countries:\n", - " country_name = country.attributes[\"SOVEREIGNT\"]\n", - " if country_name in user_data.keys():\n", - " facecolor = colormap(user_data[country_name] / 105)\n", - "\n", - " ax.add_geometries(\n", - " [country.geometry], cartopy.crs.PlateCarree(), facecolor=facecolor, edgecolor='white', linewidth=0.7\n", - " )\n", - " else:\n", - " ax.add_geometries(\n", - " [country.geometry], cartopy.crs.PlateCarree(), facecolor='grey', edgecolor='white', linewidth=0.7\n", - " )\n", - "\n", - "cax = fig.add_axes([0.1, -0.015, 0.67, 0.03])\n", - "fig.colorbar(mappable=mappable, cax=cax, spacing='uniform', orientation='horizontal', extend='min')\n", - "\n", - "props = dict(boxstyle='round', facecolor='white', edgecolor='white') # bbox features\n", - "ax.text(1.01, 0.5, top_10_text, transform=ax.transAxes, fontsize=9, verticalalignment='center', bbox=props)\n", - "\n", - "plt.tight_layout()\n", - "plt.savefig('bycountry.png', bbox_inches='tight')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "metadata": {}, - "outputs": [], - "source": [ - "file = 'foundations_page_views.json'\n", - "with open(file) as f:\n", - " foundations_page_views = json.load(f)\n", - "\n", - "file = 'cookbooks_page_views.json'\n", - "with open(file) as f:\n", - " cookbooks_page_views = json.load(f)" - ] - }, - { - "cell_type": "code", - "execution_count": 197, - "metadata": {}, - "outputs": [], - "source": [ - "foundations_pages = []\n", - "foundations_sorted = {k: v for k, v in sorted(foundations_page_views.items(), key=lambda item: item[1])}\n", - "foundations_views = foundations_sorted.values()\n", - "for key in foundations_sorted:\n", - " newkey = key.split('—')[0]\n", - " foundations_pages.append(newkey)\n", - "\n", - "cookbooks_pages = []\n", - "cookbooks_sorted = {k: v for k, v in sorted(cookbooks_page_views.items(), key=lambda item: item[1])}\n", - "cookbooks_views = cookbooks_sorted.values()\n", - "for key in cookbooks_page_views:\n", - " newkey = key.split('—')[0]\n", - " cookbooks_pages.insert(0, newkey)\n", - "\n", - "pages = cookbooks_pages + foundations_pages" - ] - }, - { - "cell_type": "code", - "execution_count": 214, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "plt.title('Most Popular Pages')\n", - "\n", - "views_max = int(math.ceil(max(foundations_views) / 10000.0)) * 10000\n", - "ax.set_xlim([0, views_max])\n", - "\n", - "y = np.arange(10)\n", - "y2 = np.arange(11, 21)\n", - "y3 = np.append(y, y2)\n", - "\n", - "bar1 = ax.barh(y2, foundations_views, align='center', label='Foundations', color='royalblue')\n", - "bar2 = ax.barh(y, cookbooks_views, align='center', label='Cookbooks', color='indianred')\n", - "\n", - "ax.set_yticks(y3, labels=pages)\n", - "\n", - "\n", - "def _format_label(value):\n", - " return f\"{round(value / 1000, 1):.1f}K\"\n", - "\n", - "\n", - "ax.bar_label(bar1, fmt=_format_label)\n", - "ax.bar_label(bar2, fmt=_format_label)\n", - "\n", - "plt.legend()\n", - "plt.savefig('bypage.png', bbox_inches='tight')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "pythia", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/.github/workflows/user_metrics.json b/.github/workflows/user_metrics.json deleted file mode 100644 index 87326a059..000000000 --- a/.github/workflows/user_metrics.json +++ /dev/null @@ -1 +0,0 @@ -{"Portal": 46678, "Foundations": 46678, "Cookbooks": 6161} \ No newline at end of file diff --git a/portal/metrics.md b/portal/metrics.md index b622a8b8e..551eed8ad 100644 --- a/portal/metrics.md +++ b/portal/metrics.md @@ -1,13 +1,2 @@ # Metrics -Last Updated: 2024-03-16 00:10:20.136900 - -Total Users: - -Portal: 46.7K -Foundations: 46.7K -Cookbooks: 6.2K - -![Top Pages](bar_plot_file) - -![Users by Country](../.github/workflows/map_plot_file) From 943f82ab0503ba06bb6574ba71b36692d10ae207 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 18 Mar 2024 20:33:39 +0000 Subject: [PATCH 08/11] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- portal/metrics.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/portal/metrics.md b/portal/metrics.md index 551eed8ad..b05321b8f 100644 --- a/portal/metrics.md +++ b/portal/metrics.md @@ -1,2 +1 @@ -# Metrics - +# Metrics From 2f95574a74410688efe436443959de7dd5fc3606 Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 14:44:27 -0600 Subject: [PATCH 09/11] try -u before python call --- .github/workflows/nightly-build.yaml | 4 ++-- .github/workflows/publish-site.yaml | 4 ++-- .github/workflows/trigger-preview.yaml | 4 ++-- .github/workflows/trigger-site-build.yaml | 4 ++-- 4 files changed, 8 insertions(+), 8 deletions(-) diff --git a/.github/workflows/nightly-build.yaml b/.github/workflows/nightly-build.yaml index 8a8349e8f..8102483a7 100644 --- a/.github/workflows/nightly-build.yaml +++ b/.github/workflows/nightly-build.yaml @@ -27,8 +27,8 @@ jobs: curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python get-metrics.py - python write-metrics-md.py + python -u get-metrics.py + python -u write-metrics-md.py build: if: ${{ github.repository_owner == 'ProjectPythia' }} diff --git a/.github/workflows/publish-site.yaml b/.github/workflows/publish-site.yaml index 0f81ccdfa..01af1b3bf 100644 --- a/.github/workflows/publish-site.yaml +++ b/.github/workflows/publish-site.yaml @@ -29,8 +29,8 @@ jobs: curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python get-metrics.py - python write-metrics-md.py + python -u get-metrics.py + python -u write-metrics-md.py build: uses: ProjectPythia/cookbook-actions/.github/workflows/build-book.yaml@main diff --git a/.github/workflows/trigger-preview.yaml b/.github/workflows/trigger-preview.yaml index 3ae118d9c..f567ae046 100644 --- a/.github/workflows/trigger-preview.yaml +++ b/.github/workflows/trigger-preview.yaml @@ -29,8 +29,8 @@ jobs: curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python get-metrics.py - python write-metrics-md.py + python -u get-metrics.py + python -u write-metrics-md.py find-pull-request: uses: ProjectPythia/cookbook-actions/.github/workflows/find-pull-request.yaml@main diff --git a/.github/workflows/trigger-site-build.yaml b/.github/workflows/trigger-site-build.yaml index 062c0424a..5a98a4d62 100644 --- a/.github/workflows/trigger-site-build.yaml +++ b/.github/workflows/trigger-site-build.yaml @@ -24,8 +24,8 @@ jobs: curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python get-metrics.py - python write-metrics-md.py + python -u get-metrics.py + python -u write-metrics-md.py build: uses: ProjectPythia/cookbook-actions/.github/workflows/build-book.yaml@main From 0ea965979f7090f56c2439d9c9ed5b1daf59c81f Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 15:19:50 -0600 Subject: [PATCH 10/11] Try no quotes no $, move env files, combine pip --- .github/workflows/get-metrics.py | 16 +++------------- .github/workflows/nightly-build.yaml | 20 +++++++++----------- .github/workflows/publish-site.yaml | 20 +++++++++----------- .github/workflows/trigger-preview.yaml | 20 +++++++++----------- .github/workflows/trigger-site-build.yaml | 20 +++++++++----------- 5 files changed, 39 insertions(+), 57 deletions(-) diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index 2c322b3e6..c548eeece 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -1,7 +1,6 @@ import json import math import os -import sys import cartopy import matplotlib.cm as cm @@ -11,27 +10,19 @@ from google.analytics.data_v1beta import BetaAnalyticsDataClient from google.analytics.data_v1beta.types import DateRange, Dimension, Metric, RunReportRequest -print('portal') -sys.stdout.flush() PORTAL_ID = os.environ['PORTAL_ID'] FOUNDATIONS_ID = os.environ['FOUNDATIONS_ID'] COOKBOOKS_ID = os.environ['COOKBOOKS_ID'] -print('got project IDs?') -sys.stdout.flush() PRIVATE_KEY_ID = os.environ.get('PRIVATE_KEY_ID') -PRIVATE_KEY = os.environ.get('PRIVATE_KEY').replace('$', '\n') -print('Hello') -sys.stdout.flush() +PRIVATE_KEY = os.environ.get('PRIVATE_KEY') print(len(PRIVATE_KEY)) -print('hi') -sys.stdout.flush() credentials_dict = { 'type': 'service_account', 'project_id': 'cisl-vast-pythia', - 'private_key_id': PRIVATE_KEY_ID, - 'private_key': PRIVATE_KEY, + 'private_key_id': str(PRIVATE_KEY_ID), + 'private_key': str(PRIVATE_KEY), 'client_email': 'pythia-metrics-api@cisl-vast-pythia.iam.gserviceaccount.com', 'client_id': '113402578114110723940', 'auth_uri': 'https://accounts.google.com/o/oauth2/auth', @@ -42,7 +33,6 @@ } print(credentials_dict) -sys.stdout.flush() client = BetaAnalyticsDataClient.from_service_account_info(credentials_dict) diff --git a/.github/workflows/nightly-build.yaml b/.github/workflows/nightly-build.yaml index 8102483a7..b95e1f018 100644 --- a/.github/workflows/nightly-build.yaml +++ b/.github/workflows/nightly-build.yaml @@ -5,30 +5,28 @@ on: schedule: - cron: '0 0 * * *' # Daily “At 00:00” -env: - PORTAL_ID: ${{ secrets.PORTAL_ID }} - FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} - COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} - PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} - PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} - jobs: automate-metrics: runs-on: macos-latest steps: - uses: actions/checkout@v3 - name: Automate Metrics + env: + PORTAL_ID: ${{ secrets.PORTAL_ID }} + FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} + COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} + PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} + PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} run: | python -m venv analytics-api source analytics-api/bin/activate - pip install google-analytics-data - pip install cartopy matplotlib + pip install google-analytics-data cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python -u get-metrics.py - python -u write-metrics-md.py + python get-metrics.py + python write-metrics-md.py build: if: ${{ github.repository_owner == 'ProjectPythia' }} diff --git a/.github/workflows/publish-site.yaml b/.github/workflows/publish-site.yaml index 01af1b3bf..7a7d023ce 100644 --- a/.github/workflows/publish-site.yaml +++ b/.github/workflows/publish-site.yaml @@ -7,30 +7,28 @@ on: - main workflow_dispatch: -env: - PORTAL_ID: ${{ secrets.PORTAL_ID }} - FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} - COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} - PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} - PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} - jobs: automate-metrics: runs-on: macos-latest steps: - uses: actions/checkout@v3 - name: Automate Metrics + env: + PORTAL_ID: ${{ secrets.PORTAL_ID }} + FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} + COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} + PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} + PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} run: | python -m venv analytics-api source analytics-api/bin/activate - pip install google-analytics-data - pip install cartopy matplotlib + pip install google-analytics-data cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python -u get-metrics.py - python -u write-metrics-md.py + python get-metrics.py + python write-metrics-md.py build: uses: ProjectPythia/cookbook-actions/.github/workflows/build-book.yaml@main diff --git a/.github/workflows/trigger-preview.yaml b/.github/workflows/trigger-preview.yaml index f567ae046..1de5512e3 100644 --- a/.github/workflows/trigger-preview.yaml +++ b/.github/workflows/trigger-preview.yaml @@ -7,30 +7,28 @@ on: - requested - completed -env: - PORTAL_ID: ${{ secrets.PORTAL_ID }} - FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} - COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} - PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} - PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} - jobs: automate-metrics: runs-on: macos-latest steps: - uses: actions/checkout@v3 - name: Automate Metrics + env: + PORTAL_ID: ${{ secrets.PORTAL_ID }} + FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} + COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} + PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} + PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} run: | python -m venv analytics-api source analytics-api/bin/activate - pip install google-analytics-data - pip install cartopy matplotlib + pip install google-analytics-data cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python -u get-metrics.py - python -u write-metrics-md.py + python get-metrics.py + python write-metrics-md.py find-pull-request: uses: ProjectPythia/cookbook-actions/.github/workflows/find-pull-request.yaml@main diff --git a/.github/workflows/trigger-site-build.yaml b/.github/workflows/trigger-site-build.yaml index 5a98a4d62..eb3e272cd 100644 --- a/.github/workflows/trigger-site-build.yaml +++ b/.github/workflows/trigger-site-build.yaml @@ -2,30 +2,28 @@ name: trigger-site-build on: pull_request: -env: - PORTAL_ID: ${{ secrets.PORTAL_ID }} - FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} - COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} - PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} - PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} - jobs: automate-metrics: runs-on: macos-latest steps: - uses: actions/checkout@v3 - name: Automate Metrics + env: + PORTAL_ID: ${{ secrets.PORTAL_ID }} + FOUNDATIONS_ID: ${{ secrets.FOUNDATIONS_ID }} + COOKBOOKS_ID: ${{ secrets.COOKBOOKS_ID }} + PRIVATE_KEY: ${{ secrets.PRIVATE_KEY }} + PRIVATE_KEY_ID: ${{ secrets.PRIVATE_KEY_ID }} run: | python -m venv analytics-api source analytics-api/bin/activate - pip install google-analytics-data - pip install cartopy matplotlib + pip install google-analytics-data cartopy matplotlib curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/get-metrics.py curl -O https://raw.githubusercontent.com/jukent/projectpythia.github.io/main/.github/workflows/write-metrics-md.py - python -u get-metrics.py - python -u write-metrics-md.py + python get-metrics.py + python write-metrics-md.py build: uses: ProjectPythia/cookbook-actions/.github/workflows/build-book.yaml@main From 0cfdc516d5d5046aa007f089e0a0b8d7b29abc47 Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Mon, 18 Mar 2024 15:25:12 -0600 Subject: [PATCH 11/11] try printing in main --- .github/workflows/get-metrics.py | 11 +++++++---- .github/workflows/nightly-build.yaml | 1 + .github/workflows/publish-site.yaml | 1 + .github/workflows/trigger-preview.yaml | 1 + 4 files changed, 10 insertions(+), 4 deletions(-) diff --git a/.github/workflows/get-metrics.py b/.github/workflows/get-metrics.py index c548eeece..a46a88a32 100644 --- a/.github/workflows/get-metrics.py +++ b/.github/workflows/get-metrics.py @@ -7,8 +7,10 @@ import matplotlib.colors as colors import matplotlib.pyplot as plt import numpy as np -from google.analytics.data_v1beta import BetaAnalyticsDataClient -from google.analytics.data_v1beta.types import DateRange, Dimension, Metric, RunReportRequest + +print('testing 1 2 3') +# from google.analytics.data_v1beta import BetaAnalyticsDataClient +# from google.analytics.data_v1beta.types import DateRange, Dimension, Metric, RunReportRequest PORTAL_ID = os.environ['PORTAL_ID'] FOUNDATIONS_ID = os.environ['FOUNDATIONS_ID'] @@ -33,7 +35,7 @@ } print(credentials_dict) -client = BetaAnalyticsDataClient.from_service_account_info(credentials_dict) +# client = BetaAnalyticsDataClient.from_service_account_info(credentials_dict) def _format_rounding(value): @@ -213,4 +215,5 @@ def get_metrics(): if __name__ == '__main__': - get_metrics() + print(credentials_dict) + # get_metrics() diff --git a/.github/workflows/nightly-build.yaml b/.github/workflows/nightly-build.yaml index b95e1f018..9a5301443 100644 --- a/.github/workflows/nightly-build.yaml +++ b/.github/workflows/nightly-build.yaml @@ -29,6 +29,7 @@ jobs: python write-metrics-md.py build: + needs: automate-metrics if: ${{ github.repository_owner == 'ProjectPythia' }} uses: ProjectPythia/cookbook-actions/.github/workflows/build-book.yaml@main with: diff --git a/.github/workflows/publish-site.yaml b/.github/workflows/publish-site.yaml index 7a7d023ce..3798b151f 100644 --- a/.github/workflows/publish-site.yaml +++ b/.github/workflows/publish-site.yaml @@ -31,6 +31,7 @@ jobs: python write-metrics-md.py build: + needs: automate-metrics uses: ProjectPythia/cookbook-actions/.github/workflows/build-book.yaml@main with: environment_file: 'environment.yml' diff --git a/.github/workflows/trigger-preview.yaml b/.github/workflows/trigger-preview.yaml index 1de5512e3..27b326812 100644 --- a/.github/workflows/trigger-preview.yaml +++ b/.github/workflows/trigger-preview.yaml @@ -34,6 +34,7 @@ jobs: uses: ProjectPythia/cookbook-actions/.github/workflows/find-pull-request.yaml@main deploy-preview: needs: find-pull-request + needs: automate-metrics if: github.event.workflow_run.conclusion == 'success' uses: ProjectPythia/cookbook-actions/.github/workflows/deploy-book.yaml@main with: