diff --git a/.github/dependabot.yml b/.github/dependabot.yml deleted file mode 100644 index 2257b36..0000000 --- a/.github/dependabot.yml +++ /dev/null @@ -1,7 +0,0 @@ -version: 2 -updates: - - package-ecosystem: "pip" - directory: "/docs" - schedule: - interval: "weekly" - diff --git a/.github/workflows/gh-pages.yml b/.github/workflows/gh-pages.yml index d6db8db..7bea4e4 100644 --- a/.github/workflows/gh-pages.yml +++ b/.github/workflows/gh-pages.yml @@ -1,4 +1,4 @@ -name: Publish to GitHub Pages +name: gh-pages on: push: @@ -9,9 +9,9 @@ jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: "3.10" cache: "pip" diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml new file mode 100644 index 0000000..14117b8 --- /dev/null +++ b/.github/workflows/pre-commit.yml @@ -0,0 +1,18 @@ +name: pre-commit + +on: + pull_request: + push: + branches: [main] + +jobs: + main: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: 3.x + - uses: pre-commit/action@v3.0.1 + - uses: pre-commit-ci/lite-action@v1.0.2 + if: always() diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..5d78c3f --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,22 @@ +# See https://pre-commit.com for more information +# See https://pre-commit.com/hooks.html for more hooks +repos: + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v3.2.0 + hooks: + - id: trailing-whitespace + - id: end-of-file-fixer + - id: check-ast + - id: check-yaml + - id: check-added-large-files + - id: detect-aws-credentials + args: [--allow-missing-credentials] + - id: detect-private-key + - repo: https://github.com/astral-sh/ruff-pre-commit + rev: v0.2.1 + hooks: + - id: ruff + types_or: [python, pyi, jupyter] + args: [--fix] + - id: ruff-format + types_or: [python, pyi, jupyter] diff --git a/LICENSE b/LICENSE index dbdb0fa..d0a1fa1 100644 --- a/LICENSE +++ b/LICENSE @@ -370,4 +370,4 @@ Exhibit B - "Incompatible With Secondary Licenses" Notice --------------------------------------------------------- This Source Code Form is "Incompatible With Secondary Licenses", as - defined by the Mozilla Public License, v. 2.0. \ No newline at end of file + defined by the Mozilla Public License, v. 2.0. diff --git a/_static/custom.css b/_static/custom.css index 7cf8936..4d2d7f3 100644 --- a/_static/custom.css +++ b/_static/custom.css @@ -45,4 +45,4 @@ a.current.reference.internal { #pst-back-to-top { background-color: #3eacad; -} \ No newline at end of file +} diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md index 4e6ef26..b502e82 100644 --- a/docs/CONTRIBUTING.md +++ b/docs/CONTRIBUTING.md @@ -63,7 +63,7 @@ To run the notebooks locally, after (1) and (2) above, please follow these steps ``` This command will create a new environment based on the specifications provided in the `environment.yml` file. - + - [Activate the environment](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#activating-an-environment), run [JupyterLab](https://jupyterlab.readthedocs.io) and execute `notebooks`: ```shell diff --git a/docs/bibliography.bib b/docs/bibliography.bib index 74a2199..5d149bb 100644 --- a/docs/bibliography.bib +++ b/docs/bibliography.bib @@ -24,4 +24,4 @@ @article{BITTNER201734 author = {Christian Bittner}, keywords = {OpenStreetMap, Israel, Palestine, Critical cartography, Web 2.0 cartographies, Volunteered geographic information}, abstract = {In Israel and Palestine, map-making practices were always entangled with contradictive spatial identities and imbalanced power resources. Although an Israeli narrative has largely dominated the ‘cartographic battlefield’, the latest chapter of this story has not been written yet: collaborative forms of web 2.0 cartographies have restructured power relations in mapping practices and challenged traditional monopolies on map and spatial data production. Thus, we can expect web 2.0 cartographies to be a ‘game changer’ for cartography in Palestine and Israel. In this paper, I review this assumption with the popular example of OpenStreetMap (OSM). Following a mixed methods approach, I comparatively analyze the genesis of OSM in Israel and Palestine. Although nationalist motives do not play a significant role on either side, it turns out that the project is dominated by Israeli and international mappers, whereas Palestinians have hardly contributed to OSM. As a result, social fragmentations and imbalances between Israel and Palestine are largely reproduced through OSM data. Discussing the low involvement of Palestinians, I argue that OSM's ground truth paradigm might be a watershed for participation. Presumably, the project's data are less meaningful in some local contexts than in others. Moreover, the seemingly apolitical approach to map only ‘facts on the ground’ reaffirms present spatio-social order and thus the power relations behind it. Within a Palestinian narrative, however, many aspects of the factual material space might appear not as neutral physical objects but as results of suppression, in which case, any ‘accurate’ spatial representation, such as OSM, becomes objectionable.} -} \ No newline at end of file +} diff --git a/docs/requirements.txt b/docs/requirements.txt index 873d7b8..51aa100 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,2 +1,2 @@ docutils==0.17.1 -jupyter-book==1.0.0 \ No newline at end of file +jupyter-book==1.0.0 diff --git a/notebooks/conflict/acled.ipynb b/notebooks/conflict/acled.ipynb index acf5902..90a889a 100644 --- a/notebooks/conflict/acled.ipynb +++ b/notebooks/conflict/acled.ipynb @@ -1,1077 +1,1455 @@ { - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import geopandas as gpd\n", - "import matplotlib.pyplot as plt\n", - "\n", - "import bokeh\n", - "from bokeh.layouts import Row, column, gridplot\n", - "from bokeh.models import Title, Legend, TapTool, Range1d, TabPanel, Tabs\n", - "import matplotlib as mpl\n", - "\n", - "from bokeh.core.validation.warnings import EMPTY_LAYOUT, MISSING_RENDERERS\n", - "bokeh.core.validation.silence(EMPTY_LAYOUT, True)\n", - "bokeh.core.validation.silence(MISSING_RENDERERS, True)\n", - "from bokeh.plotting import figure, output_file, show, output_notebook\n", - "from bokeh.models import Span\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "color_palette = [ '#4E79A7', # Blue\n", - " '#F28E2B', # Orange\n", - " '#E15759', # Red\n", - " '#76B7B2', # Teal\n", - " '#59A14F', # Green\n", - " '#EDC948', # Yellow\n", - " '#B07AA1', # Purple\n", - " '#FF9DA7', # Pink\n", - " '#9C755F', # Brown\n", - " '#BAB0AC', # Gray\n", - " '#7C7C7C', # Dark gray\n", - " '#6B4C9A', # Violet\n", - " '#D55E00', # Orange-red\n", - " '#CC61B0', # Magenta\n", - " '#0072B2', # Bright blue\n", - " '#329262', # Peacock green\n", - " '#9E5B5A', # Brick red\n", - " '#636363', # Medium gray\n", - " '#CD9C00', # Gold\n", - " '#5D69B1', # Medium blue\n", - "]" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "bokeh.core.validation.silence(EMPTY_LAYOUT, True)\n", - "\n", - "def get_line_plot(ooklaUsers,title, source, earthquakes=True, subtitle=None, measure = 'conflictIndex', category = 'ADM4_EN'):\n", - "\n", - " p2 = figure(x_axis_type = 'datetime', width = 1000, height = 400, toolbar_location='above')\n", - " p2.add_layout(Legend(), \"right\")\n", - "\n", - " for id, adm2 in enumerate(ooklaUsers[category].unique()):\n", - " df = ooklaUsers[ooklaUsers[category]==adm2][['event_date', measure]].reset_index(drop=True)\n", - " p2.line(df['event_date'], df[measure], line_width=2, line_color = color_palette[id], legend_label=adm2)\n", - "\n", - " p2.legend.click_policy='hide'\n", - " if subtitle is not None:\n", - " p2.title = subtitle\n", - "\n", - "\n", - " title_fig = figure(title=title, toolbar_location=None,width=800, height=40, )\n", - " title_fig.title.align = \"left\"\n", - " title_fig.title.text_font_size = \"20pt\"\n", - " title_fig.border_fill_alpha = 0\n", - " title_fig.outline_line_width=0\n", - "\n", - " #with silence(MISSING_RENDERERS):\n", - " sub_title = figure(title=source, toolbar_location=None,width=800, height=40, )\n", - " sub_title.title.align = \"left\"\n", - " sub_title.title.text_font_size = \"10pt\"\n", - " sub_title.title.text_font_style=\"normal\"\n", - " sub_title.border_fill_alpha = 0\n", - " sub_title.outline_line_width=0\n", - "\n", - " layout = column(title_fig, p2, sub_title)\n", - "\n", - " if earthquakes:\n", - " p2.renderers.extend([\n", - " Span(\n", - " location=datetime(2023, 10, 7),\n", - " dimension=\"height\",\n", - " line_color='#7C7C7C',\n", - " line_width=2,\n", - " line_dash=(4,4)\n", - " ),\n", - " # Span(\n", - " # location=datetime(2021, 2, 15),\n", - " # dimension=\"height\",\n", - " # line_color='#7C7C7C',\n", - " # line_width=2,\n", - " # line_dash=(4,4)\n", - " # ),\n", - " ]\n", - ")\n", - "\n", - " return layout" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "from shapely.geometry import Point\n", - "\n", - "def convert_to_gdf(df, X=None, Y=None):\n", - " if 'latitude' in df.columns:\n", - " geometry = [Point(xy) for xy in zip(df.longitude, df.latitude)]\n", - " gdf = gpd.GeoDataFrame(df, crs=\"EPSG:4326\", geometry=geometry)\n", - " else:\n", - " geometry = [Point(xy) for xy in zip(df[Y], df[X])]\n", - " gdf = gpd.GeoDataFrame(df, crs=\"EPSG:4326\", geometry=geometry)\n", - "\n", - " return gdf" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Baseline Points of Interest and Conflict in the Gaza Strip\n", - "\n", - "## Assignment\n", - "The purpose of this notebook is to visualize the baseline data that informs damage assessment, and potential impact from the damages to Points of Interest and people. \n", - "\n", - "## Methodology\n", - "\n", - "The data (described in the previous section) was juxtaposed to identify areas in the Gaza Strip where events and fatalities were reported. The Points of Interest available from OpenStreetMaps is also visualized for visual exploration and verification. The Points of Interest visually observed here can be tracked for damages using the subsequent damage assessment. \n", - "\n", - "## Findings\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Findings" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "palestine_adm2 = gpd.read_file('../../data/shapefiles/pse_adm_pamop_20231019_shp/pse_admbnda_adm2_pamop_20231019.shp')\n", - "palestine_adm1 = gpd.read_file('../../data/shapefiles/pse_adm_pamop_20231019_shp/pse_admbnda_adm1_pamop_20231019.shp')\n", - "palestine_adm0 = gpd.read_file('../../data/shapefiles/pse_adm_pamop_20231019_shp/pse_admbnda_adm0_pamop_20231019.shp')" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "from datetime import datetime\n", - "acled = pd.read_csv('../../data/conflict/2004-01-01-2023-11-12-Palestine.csv')\n", - "acled['event_date'] = acled['event_date'].apply(lambda x: datetime.strptime(x, '%d %B %Y'))" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "from shapely.geometry import Point\n", - "\n", - "geometry = [Point(xy) for xy in zip(acled.longitude, acled.latitude)]\n", - "acled = gpd.GeoDataFrame(acled, crs=\"EPSG:4326\", geometry=geometry)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "from scipy.stats import gmean\n", - "\n", - "def get_acled_by_admin(adm, acled, columns = ['ADM4_EN','ADM3_EN','ADM2_EN', 'ADM1_EN'], nearest=False):\n", - " if nearest == True:\n", - " acled_adm2 = adm.sjoin_nearest(acled, max_distance=2000)[[ 'event_date', 'fatalities', 'event_type' ]+columns].groupby([pd.Grouper(key='event_date', freq='M', closed='left')]+columns)['fatalities'].agg(['sum', 'count']).reset_index()\n", - " else:\n", - " acled_adm2 = adm.sjoin(acled)[[ 'event_date', 'fatalities', 'event_type' ]+columns].groupby([pd.Grouper(key='event_date', freq='D', closed='left')]+columns)['fatalities'].agg(['sum', 'count']).reset_index()\n", - " acled_adm2.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)\n", - " #acled_adm2['event_date_map'] = acled_adm2['event_date'].apply(lambda x: x.date().replace(day=1))\n", - "\n", - " return acled_adm2.reset_index()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "acled_adm0 = get_acled_by_admin(palestine_adm0, acled, columns = ['ADM0_EN'])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "post_attack = acled[acled['event_date']>='2023-10-07']\n", - "post_attack = post_attack.groupby([pd.Grouper(key='event_date', freq='D', closed='left'), 'event_type', 'sub_event_type'])['fatalities'].agg(['sum', 'count']).reset_index()\n", - "post_attack.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "
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const render_items = [{\"docid\":\"f91f02a0-ef08-45bb-a72a-e5dffabb4242\",\"roots\":{\"p1189\":\"8d50f14c-0153-4c79-b9ab-9f4477f34b00\"},\"root_ids\":[\"p1189\"]}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", - "application/vnd.bokehjs_exec.v0+json": "" - }, - "metadata": { - "application/vnd.bokehjs_exec.v0+json": { - "id": "p1189" - } - }, - "output_type": "display_data" - } - ], - "source": [ - "output_notebook()\n", - "df = acled_adm0.groupby(['ADM0_EN', pd.Grouper(key='event_date', freq='M')]).sum(['fatalities', 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const render_items = [{\"docid\":\"b39ce204-ad35-484d-9d8b-86f0d0583206\",\"roots\":{\"p2330\":\"806723fa-3b05-4393-93f7-c7088e0cd41f\"},\"root_ids\":[\"p2330\"]}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", - "application/vnd.bokehjs_exec.v0+json": "" - }, - "metadata": { - "application/vnd.bokehjs_exec.v0+json": { - "id": "p2330" - } - }, - "output_type": "display_data" - } - ], - "source": [ - "df = post_attack.groupby(['event_date', 'event_type']).sum().reset_index()\n", - "show(get_line_plot(df, title = 'National Trends in Fatalities from Conflict Events in October 2023', source= 'ACLED', category='event_type', measure = 'fatalities'))" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "population = pd.read_csv('../../data/population/pse_pd_2020_1km_UNadj_ASCII_XYZ/pse_pd_2020_1km_UNadj_ASCII_XYZ.csv')\n", - "population = convert_to_gdf(population, 'Y', 'X')\n", - "\n", - "population_gaza = population.sjoin(palestine_adm1)\n", - "population_gaza = population_gaza[population_gaza['ADM1_EN']=='Gaza Strip']" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "There are roughly 2.52 million people in the Gaza Strip\n" - ] - } - ], - "source": [ - "print(f'There are roughly {round(population_gaza[\"Z\"].sum()/1000000,2)} million people in the Gaza Strip')" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.rcParams[\"font.family\"] = \"Georgia\"\n", - "\n", - "fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n", - "df = acled[acled['event_date']>='2023-10-07'].sjoin(palestine_adm1).groupby(['latitude', 'longitude', 'ADM1_EN'])['fatalities'].agg(['sum', 'count']).reset_index()\n", - "df.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)\n", - "df = df[df['ADM1_EN']=='Gaza Strip']\n", - "df = convert_to_gdf(df)\n", - "\n", - "\n", - "palestine_adm1[palestine_adm1['ADM1_EN']=='Gaza Strip'].boundary.plot(ax=ax, linewidth = 0.8, color = 'lightgrey')\n", - "df.plot(column='nrEvents', cmap='Reds', ax=ax, markersize='fatalities')\n", - "population_gaza.plot(cmap='viridis', ax=ax, alpha=0.3, legend = True)\n", - "\n", - "cax = fig.add_axes([0.6, 0.3, 0.15, 0.02])\n", - "norm = plt.Normalize(vmin=df['nrEvents'].min(), vmax=df['nrEvents'].max())\n", - "cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='Reds'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - "cbar.set_label('Number of events', rotation=0, labelpad=10)\n", - "\n", - "cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", - "norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", - "cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - "cbar.set_label('Population Density', rotation=0, labelpad=10)\n", - "\n", - "ax.axis('off')\n", - "\n", - "ax.set_title(\"Number of conflict events in the Gaza Strip after October 7th 2023 overlayed with population density\")\n", - "\n", - "subtitle = f'Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. Population from WorldPop Estimates'\n", - "\n", - "ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", - " fontsize=10, color='black', weight='normal');\n" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "acled['event_type'].unique()\n", - "\n", - "cmap_dict = {'Explosions/Remote violence':'red', 'Strategic developments':'purple',\n", - " 'Violence against civilians':'yellow', 'Riots':'orange', 'Protests':'green', 'Battles':'black'}" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.rcParams[\"font.family\"] = \"Georgia\"\n", - "\n", - "fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n", - "df = acled[acled['event_date']>='2023-10-07'].sjoin(palestine_adm1).groupby(['latitude', 'longitude', 'ADM1_EN', 'event_type'])['fatalities'].agg(['sum', 'count']).reset_index()\n", - "df.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)\n", - "df = df[df['ADM1_EN']=='Gaza Strip']\n", - "df = convert_to_gdf(df)\n", - "\n", - "\n", - "palestine_adm1[palestine_adm1['ADM1_EN']=='Gaza Strip'].boundary.plot(ax=ax, linewidth = 0.8, color = 'lightgrey')\n", - "\n", - "for event_type in df['event_type'].unique():\n", - " df[df['event_type']==event_type].plot(color=cmap_dict[event_type], ax=ax, label = event_type)\n", - "\n", - "import matplotlib.patches as mpatches\n", - "\n", - "patches = [mpatches.Patch(color=color, label=t) for t, color in cmap_dict.items()]\n", - "ax.legend(handles=patches, loc=(0.5, 0.1), frameon=False)\n", - "\n", - "\n", - "ax.axis('off')\n", - "\n", - "ax.set_title(\"Number of conflict events in the Gaza Strip after October 7th 2023 split by type of conflict\")\n", - "\n", - "subtitle = f'Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. Population from WorldPop Estimates'\n", - "\n", - "ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", - " fontsize=10, color='black', weight='normal');\n" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "acled['event_timestamp'] = acled['event_date'].apply(lambda x: x.timestamp())\n", - "acled.to_csv('../../data/conflict/acled_processed_14_11_2023.csv')" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "poi = gpd.read_file('../../data/hotosm_pse_points_of_interest_points_shp/hotosm_pse_points_of_interest_points.shp')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "poi_category = {'health' : ['hospital', 'pharmacy', 'doctors', 'dentist', 'clinic','nursing_home', ],\n", - "'places_of_economy' : ['restaurant','company', 'fast_food', 'cafe','biergarten','pub','factory','office','bar', 'cafe;restaurant', 'ice_cream','food_court','ice_cream;cafe',],\n", - "'refugee_locations' : ['refugee_site', 'refugee_camp',],\n", - "'financial_services' : ['atm','post_office', 'bank', 'bureau_de_change','money_transfer', 'payment_terminal', ],\n", - "'education' : ['college','school' , 'kindergarten', 'university','cooking_school',\n", - " 'music_school', ],\n", - "'essential_services' : ['police','toilets', 'fire_station', 'water_point', 'drinking_water', 'fuel'],\n", - "'religious_objects' : ['monastery', 'sacred_object','place_of_worship'],\n", - "'other' : ['bench', 'parking', 'public_building', 'shelter', 'townhall', 'arts_centre', 'library', 'nightclub',\n", - " 'car_rental', 'car_wash', 'grave_yard','courthouse','vending_machine','car_sharing',\n", - " 'conference_centre', 'marketplace', 'fountain', 'prison',\n", - " 'telephone', 'theatre', 'veterinary', 'bicycle_rental', 'recycling','studio',\n", - " 'community_centre', 'social_facility', 'Association', 'association', 'Photography studio', 'License', 'printer','driving_school','Housing Comlex', 'cinema', 'waste_basket', 'waste_disposal',\n", - " \"children's home\", 'parking_entrance', 'bicycle_parking', 'bbq',\n", - " 'yes', 'compressed_air', 'NGO','shower',\n", - " 'childcare', 'events_venue', 'bicycle_repair_station', 'disused',\n", - " 'internet_cafe', 'social_centre','charging_station', 'public_bath', \n", - " 'casino', 'motorcycle_parking', 'hunting_stand','public_bookcase', 'animal_breeding','clock', 'parking_space', 'planetarium',\n", - " 'feeding_place', 'letter_box', 'parcel_locker', 'reception_desk',\n", - " 'binoculars', 'embassy', 'boat_rental', 'bus_station', 'taxi' ],\n", - "'roads' : [ 'Road Services']\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "gaza = palestine_adm1[(palestine_adm1['ADM1_EN']=='Gaza Strip')]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "def get_poi_category(x):\n", - " for cat in list(poi_category.keys()):\n", - " if x in poi_category[cat]:\n", - " return cat" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "poi['poi_category'] = poi['amenity'].apply(lambda x: get_poi_category(x))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\sahit\\AppData\\Local\\Temp\\ipykernel_22944\\44880883.py:1: UserWarning: Column names longer than 10 characters will be truncated when saved to ESRI Shapefile.\n", - " poi.to_file('../../data/hotosm_pse_points_of_interest_points_shp/poi_classification.shp', format = 'ESRI Shapefile')\n" - ] - } - ], - "source": [ - "poi.to_file('../../data/hotosm_pse_points_of_interest_points_shp/poi_classification.shp', format = 'ESRI Shapefile')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "health_poi = poi[poi['amenity'].isin(health)].sjoin(palestine_adm1)\n", - "health_poi = health_poi[health_poi['ADM1_EN']=='Gaza Strip']\n", - "\n", - "places_of_economy_poi = poi[poi['poi_category']=='places_of_economy'].sjoin(gaza)\n", - "schools_poi = poi[poi['poi_category']=='education'].sjoin(gaza)\n", - "financial_services_poi = poi[poi['poi_category']=='financial_services'].sjoin(gaza)\n", - "essential_services_poi = poi[poi['poi_category']=='essential_services'].sjoin(gaza)\n", - "refugee_locations_poi = poi[poi['poi_category']=='refugee_locations'].sjoin(gaza)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.rcParams[\"font.family\"] = \"Georgia\"\n", - "\n", - "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", - "\n", - "df = acled[acled['event_date']>='2023-10-07'].sjoin(palestine_adm1).groupby(['latitude', 'longitude', 'ADM1_EN'])['fatalities'].agg(['sum', 'count']).reset_index()\n", - "df.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)\n", - "df = df[df['ADM1_EN']=='Gaza Strip']\n", - "df = convert_to_gdf(df)\n", - "\n", - "for id, ax in enumerate(axs):\n", - " palestine_adm1[palestine_adm1['ADM1_EN']=='Gaza Strip'].boundary.plot(ax=ax, linewidth = 0.8, color = 'lightgrey')\n", - " \n", - " health_poi.plot(color='blue', ax=axs[0], alpha=0.3, legend = True)\n", - " places_of_economy_poi.plot(color='purple', ax=axs[1], alpha=0.3, legend = True)\n", - "\n", - " df.plot(column='nrEvents', cmap='Reds', ax=ax, markersize='fatalities')\n", - "\n", - " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", - " norm = plt.Normalize(vmin=df['nrEvents'].min(), vmax=df['nrEvents'].max())\n", - " cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='Reds'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " cbar.set_label('Number of events', rotation=0, labelpad=10)\n", - "\n", - " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", - " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", - " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", - "\n", - " ax.axis('off')\n", - "\n", - " axs[0].set_title(\"Number of conflict events and healthcare locations\")\n", - " axs[1].set_title(\"Number of conflict events with locations of economic activity\")\n", - " \n", - " if id == 0:\n", - " subtitle_add_on = health\n", - " else:\n", - " subtitle_add_on = places_of_economy\n", - "\n", - " subtitle = f'Points show locations of {subtitle_add_on} \\n Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM'\n", - "\n", - "\n", - " ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", - " fontsize=10, color='black', weight='normal')\n", - "\n", - "plt.savefig('../../docs/images/conflict_on_poi1.png');" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.rcParams[\"font.family\"] = \"Georgia\"\n", - "\n", - "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", - "\n", - "df = acled[acled['event_date']>='2023-10-07'].sjoin(palestine_adm1).groupby(['latitude', 'longitude', 'ADM1_EN'])['fatalities'].agg(['sum', 'count']).reset_index()\n", - "df.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)\n", - "df = df[df['ADM1_EN']=='Gaza Strip']\n", - "df = convert_to_gdf(df)\n", - "\n", - "for id, ax in enumerate(axs):\n", - " palestine_adm1[palestine_adm1['ADM1_EN']=='Gaza Strip'].boundary.plot(ax=ax, linewidth = 0.8, color = 'lightgrey')\n", - " \n", - " schools_poi.plot(color='blue', ax=axs[0], alpha=0.3, legend = True)\n", - " financial_services_poi.plot(color='purple', ax=axs[1], alpha=0.3, legend = True)\n", - "\n", - " df.plot(column='nrEvents', cmap='Reds', ax=ax, markersize='fatalities')\n", - "\n", - " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", - " norm = plt.Normalize(vmin=df['nrEvents'].min(), vmax=df['nrEvents'].max())\n", - " cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='Reds'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " cbar.set_label('Number of events', rotation=0, labelpad=10)\n", - "\n", - " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", - " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", - " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", - "\n", - " ax.axis('off')\n", - "\n", - " axs[0].set_title(\"Number of conflict events and educational locations\")\n", - " axs[1].set_title(\"Number of conflict events with locations of financial activity\")\n", - "\n", - " if id == 0:\n", - " subtitle_add_on = education\n", - " else:\n", - " subtitle_add_on = financial_services\n", - "\n", - " subtitle = f'Points show locations of {subtitle_add_on} \\n Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM'\n", - "\n", - "\n", - " ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", - " fontsize=10, color='black', weight='normal')\n", - " \n", - "plt.savefig('../../docs/images/conflict_on_poi2.png')\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "roads = gpd.read_file('../../data/hotosm_pse_points_of_interest_points_shp/pse_trs_roads_osm/pse_trs_roads_osm.shp')\n", - "streets = gpd.read_file('../../data/hotosm_pse_points_of_interest_points_shp/pse_trs_streets_osm/pse_trs_streets_osm.shp')\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "remove-cell" - ] - }, - "outputs": [], - "source": [ - "waterways = gpd.read_file('../../data/hotosm_pse_points_of_interest_points_shp/hotosm_pse_waterways_lines_shp/hotosm_pse_waterways_lines.shp')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.rcParams[\"font.family\"] = \"Georgia\"\n", - "\n", - "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", - "\n", - "df = acled[acled['event_date']>='2023-10-07'].sjoin(palestine_adm1).groupby(['latitude', 'longitude', 'ADM1_EN'])['fatalities'].agg(['sum', 'count']).reset_index()\n", - "df.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)\n", - "df = df[df['ADM1_EN']=='Gaza Strip']\n", - "df = convert_to_gdf(df)\n", - "\n", - "for ax in axs:\n", - " palestine_adm1[palestine_adm1['ADM1_EN']=='Gaza Strip'].boundary.plot(ax=ax, linewidth = 0.8, color = 'lightgrey')\n", - " \n", - " roads.sjoin(gaza).plot(color = 'grey', ax=axs[0])\n", - " streets.sjoin(gaza).plot(color = '#f2f2f2', ax=axs[0])\n", - " waterways.sjoin(gaza).plot(color='blue', ax=axs[1], alpha=0.3, legend = True)\n", - "\n", - " df.plot(column='nrEvents', cmap='Reds', ax=ax, markersize='fatalities')\n", - "\n", - " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", - " norm = plt.Normalize(vmin=df['nrEvents'].min(), vmax=df['nrEvents'].max())\n", - " cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='Reds'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " cbar.set_label('Number of events', rotation=0, labelpad=10)\n", - "\n", - " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", - " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", - " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", - "\n", - " ax.axis('off')\n", - "\n", - " axs[0].set_title(\"Road and Street Network in Palestine\")\n", - " axs[1].set_title(\"Waterways in Palestine\")\n", - "\n", - " subtitle = f'Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM'\n", - "\n", - " ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", - " fontsize=10, color='black', weight='normal')\n", - " \n", - "plt.savefig('../../docs/images/conflict_on_poi3.png')\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "image/png": 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5+LFOP/10+eEPfzjtcyciIlpoHFNxTLVSx1QPP/ywAJCf//zn8WVXXHGFKIoinZ2d8WXHHHNM/D37hS98Yco5ShSHiAgAOeqoo6S1tVVEDl1TTzeWEBF58sknBYA8+eST8WXXX3+9FBcXS1tbm4iIPP/882IymeKvm4jI17/+damsrIy/30477TTZsmWLiCR3PZ7oOQwPD4vVap3w2f773/8uZrNZvv/974uIfj173HHHyQknnCCRSEREkh9PzDRmmSyZ446d85tvvnna8ysisn37drFYLPLoo4/KL3/5SwEgr7zyirS2tkphYaE899xzIiKyb98+MRgM8WOKTB3HJfs78Rvf+IZUVFSI1+uVQCAga9eulXe84x0T4vrMZz4jF1xwQXzs/oEPfECqq6vj45LZ1k823/fEBz/4QQEgt99+u4iIeL1eqaioEIfDIb/5zW9ERKS7u1tsNpvcdNNN8cf99a9/FQBy8cUXx1+b73//+wJA/vCHP4jI7ONZylxMimeQ8b94HnzwQQEgO3bsEE3Tpqwf+/fkZYmSU5N/ke7bt29KAvDRRx+N//KcaV/XXHONmM1m6erqEq/XK4WFhRN+qb7++usT9j35P0G32y3BYHDKcx/b7he/+MWE5Zs2bZI1a9bE/53MBdyGDRvknHPOif/7E5/4hACQ3bt3z+s4N954o9hstgnLkr2Am5wk+3//7/+JoijS1dUlIvp/igDkhhtuEJHkLuBeeuklASD79++PL/vud7874XHr16+XTZs2xdcPDQ3Jhz70IRGRw3r9RA69V15++eUZz8MFF1wQv4ATEens7JTbbrst4XNpaGiYkGhramoSAHL//ffHt0l0Tu655x4BIH19fSIismvXLgEQvxgZU1FRMaek+OjoqNjtdrnyyisnbHfDDTeIwWCQ9vZ28fv9UlpaKh//+Mfj688991xRFEVGRkaSek7TJU8nn8/LL79c7Hb7hM/O7t27BYDccsst8WWJPrMlJSVyzTXXxP9tt9vjSXER/ZyNDXYmm89xx5vtvfrggw+KxWKRwcHB+PqxROvAwMCU1/Suu+6KX4yfe+65cskll0w4nsPhmBDP5N+BgUBAAMi3v/3t+LLpfrdMfo0efvhhMRgMsnfvXhEReeKJJwSAvPjii9M+ZrJrr71WTjjhhPjv9lAoJF/+8peTOleJYh17//f09IjRaIz/HhHRB3Lf+973pn2eYxf0L730koiI9Pb2CgDZuXOniMx+ftevXx9/rUREXn75ZXnggQemfe5EREQLjWMqjqlW6pgqEolIXl5ePLZYLCZHHnmkAIhfD3Z1dclVV10Vf0yiczRTUny2a+rJJj/3xsZGUVVVvvGNb0zYbufOnZKXlyd+v186OzvFYrHIf//3f8fXr1u3TpxOp4gkdz0+3XOY/Hk89dRTZfXq1RO2eeSRR6aM22Z77rONWSY73OMmMvlzMTY2+MQnPjGhsEZE/0Jk/HlJ9Pspmd+Jmzdvlve9733xf3/6058Wu90e/3dbW5uYTKb4WFjk0Fj9ySefnHX9ZKl4TyT6nfK+971vyrht69atcsEFF8T/naiAbuz4GzZsEBGZcTxLmc0Iykjvec97cMkll+D+++/H9773PVx77bUp27fFYpl22WxtJrZv3467774br776KkwmEwYGBnDHHXfgvvvuA6DfRlNdXT3tfnJzcxMu//Of/wwAOOmkkyYsP+GEE3DPPfegq6sLLpdr5icG/XapN954I367DwB8/vOfx8aNG7F+/fr4rWaHcxyLxQK/3z9rDMl46KGHUFFRgbKyMgDAli1b8MMf/hCnn3560vsYu33xIx/5CIxG/aPs9XpRXV2N/v5+1NTU4IorrsBnPvMZ7NmzB+vXr8dvfvMbXH755QCA559/fs6vH3DoveLz+WaMb/v27bjxxhvhdrvxsY99DO9617vwqU99KuG2xxxzDIaGhuB0OhEKheLvh2AwOOMxxsdSVFQUv1Vr8utrMBhm3M9kL774Irxeb8L3yXe/+10888wzKC4uRk9PD4477rj4+v/+7//GpZdeCofDcdjPKZE///nP2Lx584R+bxs2bIDVasUTTzyB//iP/5j2sRaLZcJrtX37dlx//fV49dVXcdVVV+Giiy5akOOON9t79dhjj4WiKNi0aRP+/d//HR/+8IfxrW99C4DeF3TdunV473vfiyuvvBJXXnkl/v3f/x0AEAgE8Oc//xmlpaXYsWNH/HiFhYWIRCIznhNg9vdwIhdeeCH6+/vhdDrh8Xjw5JNPApjb67p9+3bcddddOOmkk3DNNdfg4osvxte//nUAyX2uJysqKgIAlJSU4Nxzz8V9992Hb3/72zAajdi1axf+53/+Z9pYHnroIRgMBmzevBkAUFxcjPvuuw/r1q1L6vxu374dt956K5qbm3H11VfjjDPOmPCZICIiSieOqXQcU01vOY2pjEYjzjvvPDz++OMQEbzwwgt4z3veA0VRsGvXLlxzzTV49NFHccEFFyR9fmZyONfUf/3rX6FpWsL3zq5du/D6669j7969CAaDE64pf/jDH8ZbWqTiehzQxxLPPfccLr300imxAMATTzyB97///QkfO/m5zzRmSeVxkzE2Nnj44YcRDocnXMcHg8Ep7UAPh9FonHC+Y7HYhAk7H330UYTDYXzxi1/Ef/3Xf8WPXV1djeHh4VnXT/anP/1pQd4T0/0eT6b96vbt2/GDH/wA3d3dM45nKbMxKZ7B7rrrLjz11FP4j//4D5x33nnpDgcAkJ+fDwDo6OiIz/z9H//xHxP64R6O/v5+AJgy8U1eXh4AYGRkJKkLuLH9jL9QrKmpwdVXX53S48xXf3//hBgNBkPC/nkzGRwcBAD86le/QkVFRcJtPvjBD+LGG2/Evffei1tvvRXPPPNM/FyMPT4Vr18in/3sZ+HxeHD77bfj8ccfx6pVq/DAAw9M21urs7MTN954I3p7e3Hqqace1jF7e3thsVjmNCt9Ism8T8b6UY5/HTds2IANGzbE/52K5zQWz6ZNm6Ysz8vLw8jIyJz29bOf/QzXXnst7r33Xvz4xz/GO97xDvz617+G0+lcsOMm8179wx/+gH//93/HjTfeiK985Sv45je/ic985jMA9Iugj33sY7j99ttx22234ZJLLsG9996LkZERxGIxnHPOOYvax3rv3r24++67EYvFcMQRR8z58e9973vR29uLr3/967jsssvwuc99Dr/4xS9w5plnJnWuZnLFFVfg97//PR577DFs27YNWVlZ0w6cAf01tlgsyMrKii+75JJLAADd3d2znt+xvoQ/+clP8MADD2DLli146KGHUF1dPefYiYiIFgLHVBxTzWS5janOP/983HfffXjttdfwyCOP4PLLL4eqqvjmN7+J4eFhPPnkk/jBD36Q8jiTlcx7J9H77+STT56w/XyvxwF9bpxYLDZjLHMx3ZjFZDIt6HGnMzg4iO3bt884f9ThuuGGG3D11VejpaUFeXl5eOSRR3DNNddMODYA3Hbbbdi2bduUx99yyy0zrp9ssd4Tc1FQUAAAGB4expFHHjnjeJYyFyfazCAiAk3T4v/Oz8/HD3/4w/jM6Zlg7JdRUVFR/EKnu7t73vsd+zZz7JfnmIGBASiKkvRFVXl5OQBMmMBvIY4zX+Xl5dPGmKxkzn9xcTHOP/98/PKXv8Sbb76JdevWxZO5qXz9ElFVFf/5n/+Jnp4e/PSnP4XP55syqcmYsYrkyspKPPLII3j3u999WMcsKipCOByeMnHR4ewHSPw+AfTXb7b3Wqqe01g8k2MZi28sjmQVFhbiV7/6FTo6OvCf//mfeOqpp+JVygt13GTea6effjr27duHl156Caeddho++9nPoqGhAYA+CHv88cfR2NiIG264Affffz/uueceFBcXw2g0Lth7OJGf/OQn2L59O84++2z86le/mlMl0njXXXcdurq6sGvXLuTl5eF973sfNE2b9+fyggsuQGFhIX7605/i/vvvjye4p1NeXg6fz5ewwieZ82u1WnHPPfegp6cHd9xxBw4cODBl0iEiIqLFxDEVx1RzsZzGVABw7rnnwmg04vHHH8dbb72F9evX4+KLL0Y0GsVDDz0ETdNgtVoXJNZkpGKclarr8fz8fBgMhhljmYvpxiwLfdzpuFyuBXtfvv/978eHPvQhnHHGGbjgggtw3XXX4bOf/eyEYwPTfy7m+rlZrPfEXPT390NRFJSUlACYeTxLmYtJ8Qzi9Xrjt3+MOf/883HFFVfg6aefnrJ9Tk4OQqHQgsY0uQXBs88+i+zsbJx22mnYtGkTcnNzJ8wyDujP43e/+92cjnPOOecAQHxG7zEvvvgiTjzxxPi3prOpqKhAeXk5nnjiiQnLRQR79+5N2XHm64QTTsDAwADefPPNCcv37dsHEYlfZMVisWn3MVZ5PPn8v/766/FZ0AHgwx/+MHp6evDhD384fpsfgJS+foqiTIn19NNPh4jAZrPhsssuw2233YampqaEj7/nnnsgIvjc5z43p+NOduaZZ0LTNLz00kvz2s9JJ52EnJychO8Tq9WKHTt24Oijj4bNZpvyXgsGg2hsbEzqOSU6b4mcc8452L1794TE5auvvopwODyniqeGhgbccMMNAIDS0lLcdNNNuPLKK6d9XVJ13NneqzfccAN2794NANi6dSt+//vfIzc3F83NzXj44Ydx++23AwBqa2vx//7f/8O5556LpqYmGAwGnHzyyXjqqaemJHXHbl9NVjKfOQC44447UF5ejssuu2xO+x/vnHPOQSgUQlZWFi666CL87Gc/w9DQEEZGRpL+XE8nKysLl156KX73u9/hsccew/bt22fcfvxtmuMdOHAAmqbNeH5HRkawc+dOAHply3XXXYcvfelL076fiIiIFgPHVBxTrdQxFQA4nU6cfPLJ+P73vx+vJj/qqKOwdu1afOUrX0kqWZjsGOVwvOMd74CqqgnfOxUVFTj66KNx/PHHQ1GUKe+/wcFB9Pb2JnU9nsxzsFqtOOWUU/DCCy9MiQXAnMY7M41ZFvK4Mzn11FOxd+9etLS0TFh+//33z9hCJZnfib///e/xz3/+E42NjXjuuefw6U9/Ov55A4Bt27bBYDBM+Vy0t7fj2WefnXX9ZKl4T8zX5HP27LPP4qSTTkJBQcGM41nKbEyKZ4jm5mbs3bsXv/zlL6esu+2221BZWTll+THHHIM9e/agr68PAPDggw+ip6cHPT098W3GeiGN/0ZtbNn4i8VEywD94uBf//oXAOCtt97Cfffdh1tuuQX5+fnIzc3FZz7zGTz99NP4xS9+AUD/RfHlL385/k3e2H7HqiGmc8opp+Dd7343vv3tb8dvF/rtb3+L/fv3x2+tGb+/sW9RJ1NVFV/5ylfw2muv4Wc/+1l8+S233IL9+/fP+TiJzpvb7Z6wbHBwcMIvyLH/QLxe74Rlfr8/vt0NN9wAh8OBz3/+8/Ht33jjDdx6661QFCX+DfpM3yzu2LEDp512Gm6//Xb885//jB/zlltumXDr3/nnn4+CggLk5+dPeB/N5fWb7TwUFRXhrbfeQiAQiC977bXXcNNNN8Wfc2trK97xjnckfC7Z2dmIxWLx99/Yf47jbx1LJpYPfOADWLduHW688cZ4LK+99hoGBgYmfC4mm/ya2e12fOMb38BDDz2EV199FQDQ1NSEX/ziF/jyl78Mh8MBp9OJT33qU3jkkUfiPctisRhuvPFGDA4OJvWcioqK0NPTM+Ub71AoNOH985WvfAVWqzVe0R2LxfDNb34TGzZsiP/HLyLw+XwT9jW2bPxr9b3vfQ9/+MMf4uvb2tqmfV3mctzpPpPA7O9VEcEVV1wRj723txdZWVnxhO3NN9+Ml19+GYDeo7Grqyse81e/+lUEg0HccMMN8ffa/fffH+9FN5f3MDD1Mzf5s5udnQ2/3x/vhZnodZ38mMl6enpw9dVXxwfIra2t2LJlC/Lz85P6XM/2e/Wyyy5DOBzG8ccfP2Xd5Pf65ZdfjpqaGtx8883x89He3o4vf/nLEJFZz+/DDz+M73//+/H9z/Q5JyIiWmgcU3FMtZLHVGPe+c53oq2tDRdffHF82b/927+hp6cH559//oRtE53nRHGMxTv2OZnuOUw2ef+1tbX41Kc+he9///tobW0FALz88st4/PHH8a1vfQuqqmLt2rV4//vfjx/+8IfYs2cPAMSvR/1+f1LX44mew1g845/rt771LfT19cUrugOBAL7zne/g7LPPjp/nZF+/mcYsk83luDONs8a2Gx0dRTgcnrD8C1/4AqxWK6655pr4ndTPPPMM3nzzTSiKMu04LpnfiT09PXj66adRVVWFtWvXYu3atdi6dSt+9atfAQDq6+tx2WWX4f7774+PlSORCG666SZUV1fPun6yVLwnpnsdPR7PhDvNPR5Pwr7mP/vZz+I9yn/0ox+hubkZ3/nOdwBg1vEsZbAFncaTkvLlL39ZjEajABAAUldXJyMjIxO2+ctf/iKnnXbahGX9/f1y2mmnSUVFhXzgAx+Qxx57TGpqagSAXHTRRdLc3Bz/t6Io8qlPfUpef/11KSsrEwBiNpvl7rvvlocffljy8/MFgGRnZ8t9990nIiInnHCCPPjgg3LmmWfKjh075Oijj5Yf//jHE2LQNE1uueUWqampka1bt8oll1wizz33nIiIPPTQQ+J0OgWAWK1WufLKK2c8D8FgUD772c/KUUcdJdu2bZOTTz55wszDX/jCF8RkMgkAKSoqknvuuWfafd12221SV1cnW7dulfe///0TZjVO5jhZWVkCQIqLi+X111+X6667Lr6soqJCWltbZceOHRNes7///e9y6623xp/zxo0bpa2tTb761a+KxWIRALJ161bp7u4WEZFXX31VTj31VKmtrZULL7xQ/vM//1PC4XA8xtNPP13y8/Pl4osvloceeijh8xweHpaPfvSj4nK55Mwzz5SrrrpK2tvbp2x37bXXTpgRfcxcXr8f//jH8tOf/jS+LCcnRx5++GEREXn22WelvLxc1q5dK1dffbW0tbXJ8ccfL9dee60cddRRcuaZZ8pll102YTbm8d566y3ZtGmTVFZWylVXXSXPPvusnH322VJYWCh33XWX3HXXXZKdnS0AxOFwyJ/+9Ce55ZZb4ssKCwvl73//u4iIdHR0yEUXXSQ1NTXy7ne/W+68806pra0VALJ582YJhUITjv3KK6/Ipk2bBIDk5eXJz3/+8/i6H/3oR7JhwwbZvn27bN68OT5r+5hoNCo33XSTVFZWyvbt2+VDH/qQ/OMf/0jqOYmI7Nu3T1avXi3V1dVyxRVXyO7du+Xqq68WVVUFgJx55pkSiUREROSf//ynnHXWWbJlyxbZsmWLXHHFFdLf3y8i+uzna9eujb8fzzrrLOnv75c1a9bEl33oQx+S119/XS688EJ55zvfKZs2bZIdO3bIV7/6VdE0LeHrksxx161bFz/GkUceOe0M6zO9Vz/1qU/JF7/4Rdm0aZNs375dzjzzTHnqqadERJ+F/MMf/rCcdtppctxxx8mpp5465bP/yCOPyMaNG2Xt2rXyb//2b/HfU5N/B1511VXy5ptvSnV1tQAQg8EgX/ziF0VEpLe3VzZv3iwlJSVy6aWXypNPPpnws/viiy/K6tWrZfXq1XLNNdfIyy+/LJs3b5bKykr5zW9+I5/73Ofij9m+fbv4/f4p52L79u1y8803y1FHHSVnnHGGvPvd75aWlpakztXk30//+7//m/B8r1+/Xvbv3z9h2T333BP//K5fv17efPNNERE5ePCgXHDBBVJZWSnnn3++fP7znxePxzPr+R0eHpZt27bJBz/4QTn66KPl9NNPl+uuu04CgUDCmIiIiBYSx1Q6jqlW7phqzP79+2XdunUTlu3evVuOOeaYCcseeughqaioEABSW1srTzzxRMI4nnrqqSnX1A0NDROuqW+88cYpcTz66KNyxBFHCABxuVzx98/Y+Vq/fr1s375djjvuOHnggQcmPNbr9co111wj5eXlcsYZZ8hHP/pROXDggIjIrNfjiZ5DS0uLnH/++fHn8KEPfSh+rOeee05OOukkOeGEE2TTpk1y/fXXi8/nE5HkxxPJjFkmm8txN27cOGUcKyJy2WWXiaIoAkAqKyvj76XJx6irq5OdO3fKt7/9bdE0bcZx3Gy/E0X0ceD73ve++OPH/qiqKq+//rqIHPodUVFRIaeccopcdtllsmfPnnhss62fbD7vifG/j0pKSuRf//qXfOxjH4ufu/r6egmFQnLGGWfEn8vmzZvjrwUAOe+882Tr1q1ywgknyIknnhj/jIvMPJ6lzKaIpGDqWVqWBgcH45MHEBERERER0dxwTEVEy8no6Ci2b9+Obdu24Rvf+AacTicAvZ3S9u3bceutt+LTn/50mqNMnZaWFtTW1uLOO+/Etddem+5wKMWM6Q6AMhcv3oiIiIiIiA4fx1REtJz87W9/wxtvvIHnn38edrs9vvzkk0+Gw+FATk5OGqMjmhv2FCciIiIiIiIiIqIZHXHEEVBVdcokmb/5zW+Qk5MzoZf9cjA6OgpAn3eJlh+2TyEiIiIiIiIiIqJZ/fa3v8Wtt94Ki8WCvLw8hEIh1NbW4stf/jJKSkrSHV7K/PKXv8RnPvMZ9Pb2QlEUHHnkkdi9ezcMBkO6Q6MUYVKciIiIiIiIiIiIiFYMtk8hIiIiIiIiIiIiohWDSXEiIiIiIiIiIiIiWjGYFCciIiIiIiIiIiKiFYNJcSIiIiIiIiIiIiJaMZgUJyIiIiIiIiIiIqIVg0lxIiIiIiIiIiIiIloxmBQnIiIiIiIiIiIiohWDSXEiIiIiIiIiIiIiWjGYFCciIiIiIiIiIiKiFYNJcSIiIiIiIiIiIiJaMZgUJyIiIiIiIiIiIqIVg0lxIiIiIiIiIiIiIloxmBQnIiIiIiIiIiIiohWDSXEiIiIiIiIiIiIiWjGYFCciIiIiIiIiIiKiFYNJcSIiIiIiIiIiIiJaMZgUJyIiIiIiIiIiIqIVg0lxIiIiIiIiIiIiIloxmBQnIiIiIiIiIiIiohWDSXEiIiIiIiIiIiIiWjGYFCciIiIiIiIiIiKiFYNJcSIiIiIiIiIiIiJaMZgUJyIiIiIiIiIiIqIVg0lxIiIiIiIiIiIiIloxmBQnIiIiIiIiIiIiohWDSXEiIiIiIiIiIiIiWjGYFCciIiIiIiIiIiKiFYNJcSIiIiIiIiIiIiJaMZgUJyIiIiIiIiIiIqIVg0lxIiIiIiIiIiIiIloxmBQnIiIiIiIiIiIiohWDSXEiIiIiIiIiIiIiWjGYFCciIiIiIiIiIiKiFYNJcSIiIiIiIiIiIiJaMZgUJyIiIiIiIiIiIqIVg0lxIiIiIiIiIiIiIloxmBQnIiIiIiIiIiIiohWDSXEiIqIUCwaDaG9vh9/vT3coREREREREGUdE0NXVhYGBAWialu5waAVSRETSHQQREdFyISJoampCNBpFLBaDzWZDcXExbDZbukMjIiIiIiLKCMPDw+js7ITZbEYsFkNRURGcTidUlfW7tDiYFCciIkqhwcFBDA4OYtWqVdA0DQMDAxgaGoLT6URpaSkURUl3iERERERERGkTjUZx4MABlJeXIycnB6Ojo+jr64OIoLq6GmazOd0h0grApDgREVGKRCIRHDhwAFVVVbDb7fHloVAIbW1tyMrKQmVlJQwGQxqjJCIiIiIiSp+Ojg7EYjFUV1fHl4kIent7MTQ0NGU8RbQQeE8CERFRivT09CAnJ2fKBZzZbEZdXR0AoLGxEaFQKB3hERERERERpZXP58Po6CjKysomLFcUBaWlpSgrK0NraysGBwfBOl5aSEyKExERpYDX64XH40FpaWnC9QaDAdXV1cjNzUVjYyNGR0cXOUIiIiIiIqL0GZtcs6ioCCaTKeE2TqcTtbW16O/vR2dnJyfhpAXDpDgREdE8aZqGrq4uFBcXIysra9rtxqofysvL0dHREe+bR0REREREtNwNDg4CAAoKCmbczmazob6+HqFQCE1NTQiHw4sRHq0wTIoTERHN0+DgIBRFmfXibozD4UBdXR2Gh4fR1taGWCy2wBESERERERGlTyQSQV9fH8rKyqCqs6cjs7KyUFtbC6vVisbGRvh8vkWIklYSJsWJiIjmIRKJoL+/Hy6XC4qiJP04i8WC+vp6aJqG5uZmRKPRBYySiIiIiIgofXp7e2G32+c0gaaqqigvL0dJSQlaW1vhdrsXMEJaaZgUJyIimoexi7vs7Ow5P9ZoNKK6uhpms5kTcBIRERER0bIUCATgdrunnX9pNvn5+aisrERnZycGBgZSHB2tVEyKExERHSa/3z+viztAr36oqKiAw+FAU1MT/H5/CiMkIiIiIiJKHxFBd3c3CgsLp51cMxk5OTmoqalBf38/uru7OTcTzRuT4kRERIchHA6jra0NxcXF87q4Aw5NwFlcXIyWlhYMDw+nKEoiIiIiIqL0GEuIR6NRFBYWznt/NpsNdXV18Hg8nJuJ5o1JcSIiosPQ1dUFu92ekou7MQUFBaisrER3dzd6enpY/UBEREREREuW1+uF2+1GTU0NDAZDSvZpNptRX18PEUFTUxNbUNJhY1KciIhojjweDwKBAEpLS+c0uWYycnJyUF9fD4/Hg9bWVlY/EBERERHRkqNpGrq7u1NyZ+1kBoMB1dXVsNvtaGpqgtfrTen+aWVgUpyIiGgONE1DV1cXiouLYTQaF+QYZrMZdXV1AMAJOImIiIiIaMkZGBiAqqrIz89fkP0rioKysjKUlpaitbUVg4ODvNOW5oRJcSIiojno7e1FVlbWgl3cjRmrfsjNzUVjYyM8Hs+CHo+IiIiIiCgVgsEg+vv74XK5Un5n7WROpxO1tbXo7+9HV1cXNE1b0OPR8sGkOBERUZL8fj+GhoYW5eIOODQBp8vlQnt7O3p7e1n9QEREREREGUtE0NXVhfz8fNhstkU55tgEnMFgEE1NTQiHw4tyXFramBQnIiJKwtjFXVFRESwWy6IeOy8vD3V1dXC73WhpaUE0Gl3U4xMRERERESVjeHgYkUgExcXFi3pck8mE2tpa2Gw2HDx4EKOjo4t6fFp6mBQnIiJKwsDAAEQEhYWFaTm+xWJBfX09DAYD+4wTEREREVHGiUQi6OnpgcvlgsFgWPTjq6oKl8sFl8uFjo4ODAwMLHoMtHQwKU5ERDSLUCiEvr4+lJeXQ1XT91+nwWBAZWUlHA4HmpqaEAgE0hYLERERERHRmLE7a3NycpCTk5PWWPLy8lBTU4P+/n62oKRpMSlOREQ0A03T0NbWhoKCgkXriTeTsT7jhYWFaG5uhs/nS3dIRERERES0wg0ODiIQCKCsrCzdoQDQ+4zX1tZieHgY3d3dTIzTFEyKExERzaC7uxsGgwElJSXpDmWCoqIilJaWoqWlBcPDw+kOh4iIiIiIVii/34/e3l5UVVXBaDSmO5w4i8WCuro6eL1etLW1IRaLpTskyiBMihMREU3D4/HA7XajoqICiqKkO5wp8vPzUV1djZ6eHnR2dkLTtHSHREREREREK4imaejs7ERRUVFG3Fk7mclkQn19PQDg4MGDbEFJcUyKExERJaBpGrq6ulBSUgKTyZTucKZlt9tRX1+PYDCI5uZmRCKRdIdEREREREQrxODgIAD9TtZMZTAYUFVVBafTiebmZoyMjKQ7JMoATIoTERElMDAwAKPRiPz8/HSHMiuTyYTa2lpYLBYcPHiQfcaJiIiIiGjBhcNh9Pf3w+VyZeSdteMpioLi4mJUVlaiq6uLfcaJSXEiIqLJgsEg+vv7UVZWlvEXd2NUVYXL5UJxcTFaWlowNDSU7pCIiIiIiGiZEhF0dXUhNzcX2dnZ6Q4naTk5Oaivr4fX60Vrayv7jK9gTIoTERGNo2kaOjo6UFhYmJE98WaiKAoKCgpQU1OD3t5eVj8QEREREdGCGB4eRigUQllZWbpDmTOz2Yy6ujooioLGxkaEQqF0h0RpwKQ4ERHROAMDAwAyuyfebLKzs+PVDy0tLax+ICIiIiKilAmHw+jp6UF5eTkMBkO6wzksY33Gc3Nz0djYCK/Xm+6QaJExKU5ERPS2QCCA/v5+lJeXQ1WX9n+RJpMJdXV1UFWV1Q9ERERERJQSIoLOzk44HA7Y7fZ0hzMviqKgtLQUZWVlaGtrw+DgIO+0XUGW9oifiIgoRca3TbFarekOJyUmVz+Mjo6mOyQiIiIiIlrChoaGEA6HUVpamu5QUsbpdKKmpgb9/f3o7OyEpmnpDokWAZPiREREAHp6eqCqKoqLi9MdSkqNVT+Ul5ejo6MDvb29rH4gIiIiIqI5CwQC6OnpQUVFxZJtmzIdm82G+vp6hMNhNDU1IRwOpzskWmBMihMR0YrndrsxMjKCyspKKIqS7nAWhMPhQF1dHdxuN1pbWxGNRtMdEhERERERLRGxWAzt7e0oKipCdnZ2usNZEFlZWaipqYHNZkNjYyM8Hk+6Q6IFxKQ4ERGtaJFIBF1dXSgvL4fJZEp3OAvKYrGgvr4+Pst6MBhMd0hERERERLQE9Pb2wmg0oqioKN2hLChVVeFyuVBaWor29nYMDAzwTttliklxIiJasUQEXV1dsNvtcDgc6Q5nUYz1Gc/Ly0NTUxOrH4iIiIiIaEZerxcjIyOoqKhYtnfWTuZ0OlFbW4uBgQF0dXWxz/gyxKQ4ERGtWCMjIwgEAigrK0t3KItKURSUlJTA5XLFZ1knIiIiIiKaLBaLobOzE6Wlpcv+ztrJrFYr6uvrEQgE2IJyGWJSnIiIVqRoNIqenh64XC4YjcZ0h5MWeXl5qK2tRV9fH7q6unhbIBERERERTdDb2wuTyQSn05nuUNIiKysLdXV1MBgMaGpqQigUSndIlCJMihMR0YrU09MDm82G3NzcdIeSVmOzrPt8PrS2tiIWi6U7JCIiIiIiygB+vx/Dw8NwuVwrpm1KIqqqorKyErm5uWhsbITX6013SJQCTIoTEdGK4/V6MTo6uuLapkzHZDKhrq6OE3ASERERERGAQ/MvFRUVwWw2pzuctFMUBaWlpSgrK0Nraysn4FwGmBQnIqIVRdM0dHV1obi4eMX1xJvJ2AScDocDTU1NcLvd6Q6JiIiIiIjSZCzpW1hYmO5QMsr4CTg7Ojo4AecSxqQ4ERGtKH19fTAYDCgoKEh3KBlnbALOiooKdHZ2ore3l9UPREREREQrTCgUQl9fH1wuF1SVqcPJbDYbVq1ahUgkgqamJoTD4XSHRIeB72wiIloxgsEgBgcHUV5evqJ74s0mNzcXdXV1cLvdnGWdiIiIiGgFGWub4nQ6kZ2dne5wMpbRaERtbS1sNhsaGxvh8XjSHRLNEZPiRES0IogIOjs7UVBQAIvFku5wMp7FYkF9fX28z3ggEEh3SEREREREtMDcbjdCoRBKSkrSHUrGUxQFLpcLpaWlaG9vR19fH++0XUKYFCciohVhaGgI0WgUxcXF6Q5lyRjrM56fn4+mpiYMDw+nOyQiIiIiIlog0WgU3d3dKCsrg8FgSHc4S8ZYn/Hh4WG0tbUhFoulOyRKApPiRES07EUiEfT29rIn3mFQFAVFRUWorq5GT08Puru7Wf1ARERERLQM9fb2wmq1Ijc3N92hLDlWqxWrVq2CiKCxsRGhUCjdIdEsmBkgIqJlr7u7Gzk5OcjJyUl3KEuW3W5HfX09vF4vWltbWf1ARERERLSM+Hw+uN1uuFwuzr90mAwGA6qrq5Gbm4umpiZ4vd50h0QzYFKciIiWtdHRUfh8PpSWlqY7lCXPZDKhrq4OANDU1MTqByIiIiKiZUDTNHR2dqK4uBgmkynd4SxpiqKgtLQUpaWlaG1txdDQULpDomkwKU5ERMtWNBpFZ2cnysrKkJWVle5wloWx6ge73Y6mpib4fL50h0RERERERPPQ29sLo9GIgoKCdIeybDidTtTU1KC3t5ctKDMUk+JERLRsdXd3w2azweFwpDuUZUVRFJSVlaGkpAQtLS0YGRlJd0hERERERHQYfD4fhoaGUF5ezrYpKZadnY36+np4PB60tbVB07R0h0TjMClORETLktvthtfrZU+8BZSfn4+qqip0dXWhv7+f1Q9EREREREvIWNuUkpISmM3mdIezLI21oIzFYmhubkY0Gk13SPQ2JsWJiGjZiUaj6OrqYtuURZCTk4Pa2loMDg6iq6uLiXEiIiIioiWCbVMWh9FoRE1NDUwmExobGxEMBtMdEoFJcSIiWobYNmVxWa1W1NfXIxAIoKWlhdUPREREREQZjm1TFpeqqqioqEBeXh6amprg8XjSHdKKx6Q4EREtK2ybkh5ZWVmora2FwWBAY2MjAoFAukMiIiIiIqIE2DYlPRRFQUlJCVwuF9rb29HX18c7bdOISXEiIlo22DYlvQwGAyorK5Gfn4/m5mYMDw+nOyQiIiIiIpqkt7cXBoOBbVPSJC8vD7W1tRgeHkZbWxtisVi6Q1qRmBQnIqJlg21T0k9RFBQVFaGqqgo9PT3o6uriLOtERERERBnC7/djaGgIFRUVvLM2jcZaUIoI+4ynCZPiRES0LIyOjsLj8bBtSoaw2+2or6+H3+9Ha2sr+4wTEREREaWZpmno6OhAcXEx26ZkAKPRiOrqajgcDvYZTwMmxYmIaMlj25TMZDKZUFtbC1VV0dTUhFAolO6QiIiIiIhWrL6+PhgMBhQWFqY7FHrb+D7jbW1tGBwcZJ/xRcKkOBERLXk9PT2wWCzIy8tLdyg0icFgQFVVFXJzc9HU1ASv15vukIiIiIiIVhy/34/BwUGUl5fzztoMNNZnvK+vD93d3UyMLwImxYmIaEnzeDwYHR3lxV0GUxQFpaWlKC0tRWtrKyfgJCIiIiJaRCKCzs5OFBUVwWKxpDscmobNZkN9fT18Ph9aW1s5AecCY1KciIiWLE3T0NXVhZKSknm3TdE04MAB4JVX9J+cGzL1nE4nqqur0d3djd7eXlY/EBEREREtgoGBAQBg25QlwGQyoa6uDiKC5uZmhMPhdIe0bCnCESkRES1RPT098Pl8qKurm1eVeEMDsGsXsH8/EAwCFguwZg2wcyewcWPKwk07TQMaGwG3G3A4gPp6QE3D1+PBYBCtra2w2WwoLy+Hmo4giIiIiIhWgFAohIMHD6K2thY2my3d4VCSRARdXV3weDyorq6G1WpNd0jLDpPiRES0JPl8PrS0tKC+vn5etwA2NAB33AEMDgKVlUBODuDxAO3tQEEB8MlPLo/EeKYl/qPRKFpbW6EoCqqqqmA0Ghc/CCIiIiKiZUxE0NTUBKvVCpfLle5waI5EBAMDA+jv70dlZSVycnLSHdKywtIsIiJacmKxGDo6OlBSUjKvhLim6YniwUFg/XrA6QSMRv3n+vX68l27ln4rlbHEf0MDUFgIrFun/xy/fLEZjUbU1tbCYDDwtkAiIiIiogXQ398PTdNQWlqa7lDoMCiKgqKiIrhcLrS1tXFuphRjUpyIiJacrq4umM1mFBQUzGs/jY165XRl5dQ2IqqqL9+/X99uqcrkxL+qqqiqqkJ2djaampoQCAQWPwgiIiIiomXI7/ejv78fFRUVbFe4xOXl5cXnZurr6+PcTCnCTwURES0pIyMj8Hq9KC8vn1cfcUDvrR0M6i1TEsnJ0de73fM6TFpleuJfURSUlZUhPz8fzc3N8Hq96QmEiIiIiGiZiMViaG9vR0lJCXtRLxN2ux11dXUYGhpCV1cXE+MpwKQ4EREtGeFwGF1dXSgvL0dWVta89+dw6L21PZ7E6z0efb3DMe9Dpc1SSPwrioLi4mKUlZWhtbUVQ0ND6QuGiIiIiGiJ6+7uhslkmvedtZRZLBYL6uvrEQgE0Nrailgslu6QljQmxYmIaEkQEXR2dsLhcCA3Nzcl+6yv1yebbG+f2j5E0/Tla9bo2yWKR/xu/U8Gf0u/lBL/TqcT1dXV6O3tRW9vb0afVyIiIiKiTDQ6OorR0VFUVFTM+87aVJBwAOIdhkQ5h1AqZGVloba2FgDQ1NSESCSS5oiWLibFiYhoSRgcHEQ4HE7pJDGqCuzcCRQUAHv2AMPDQDSq/9yzR1++c+fUtiMAAN/IxD8Zaj6J/3Sw2+2ora3FyMgIOjo6oC31WU6JiIiIiBZJJBJBZ2cnXC5XSu6snS+JRQF3HxAYBUZ6WPSSIgaDAdXV1bDZbGhsbOTcTIeJSXEiIsp4fr8fvb29qKiogMFgSOm+N24EPvlJ/efAALBvn/5z/PKEREv89wwzr8R/mozdFhgOh9HY2Aifz5fukIiIiIiIMpqIoKOjA3a7HY5MuA0UmDRmEv0PpYSiKHC5XCgoKEBTUxP6+vpYUDRHivBrGiIiymCxWAwHDx5Efn4+ioqKFuw4mqZPNul2661E6utnThRLLAp43+59bc+HYjAuWGyp0NAA7NqlT6oZDOotU9as0RPi0yb+00xEMDg4iN7eXjidTpSUlKT8SxEiIiIiouWgr68PIyMjqK+vz6hrZvG7gVAAsNqhWOzpDmdZ8vv98ck3y8vLYbPZ0h3SksCkOBERZbSOjg5EIhHU1NRkRE+8hSQiQPsBSPtBIBwEzFYo1WsAV21KnvtcE/+ZIhQKoaurC+FwGBUVFcjOzk53SEREREREGcPv96O5uRl1dXWwWq3pDmfBidcN+ddrgNetD2jyiqCs2wwly5zu0NJGRNDf34/+/n4UFhaiuLh42Y+f54tJcSIiylijo6Po6OjA6tWrM6InXjIOJ/EsIpCGZyEvPg4M9gCKCijK27cYakBxBZSTzoWyfuuKvbAREQwNDaGnpwclJSUoLCxMd0hERERERGmnaRoaGxuRl5e3oHfWZgLp64D27B+Afa/qY6WxgZYWA0wWKBu3Qdl2AZTsnPQGmkbBYBAdHR1QFAXV1dUwGjP7juZ0YlKciIgyUiwWw4EDB1BSUgKn05nucJJyOC1KRItB+93/AW++NMOeFQACHHs61HM+sGIT4wAQCATQ0tKC4uJiFBQUpDscIiIiIqK06u3thcfjQX19/bIeJ0jjHmi/uQuIxaaf00lRgZw8qB/6HJT84sUNMINomob29nZEo1HU1NRkVDudTLIEbpomIqKVqKenBxaLBXl5eekOJSkNDcAdd+g/CwuBdev0n+OXJ6L9+VezJMQB4O3vr195AvL0IymLeSmyWq2orq5Gb28vBgYG0h0OEREREVHaBAIBDAwMoLy8fHknxLtbof36TiAanT4hDujrPCPQfnErxO9dvAAzjKqqqKyshMFgQEtLC6LRaLpDykhMihMRUcbxer1wu91wuVxL4uJO0/QK8cFBYP16wOkEjEb95/r1+vJdu/TtxpPBHuAfT8zpWPLcHyGekdQFvwTZbDbU1NSgv78fPT094E1vRERERLTSiAg6OztRWFi47PuIa3974O3BVBLX/aIBo0OQf/xtwePKZKqqoqqqCkajEc3NzYhEIukOKeMwKU5ERBklFouhs7MTJSUlMJlM6Q4nKY2NesuUysqp/cNVVV++f7++3Xjy6lP6LX5zIpDXn51PuMuCzWZDXV0d3G43Ojs7oU3+xoGIiIiIaBnr6+uDiCz/PuKDvUDzvpkrxKc8SCCvPgmJrewK6bHEuNVqRVNTE4LBYLpDyihMihMRUUbp7u6GyWRCfn5+ukNJmtut9xDPmWY+l5wcfb3bPXG5NDw3t4s7QL/Aa2BSHADMZjPq6uoQCoXQ1NSEUCiU7pCIiIiIiBac3+/HwMAAKioqoE6uyllm5M0XD6OQCIDPoyfTVzhFUVBeXg6n04mmpiYMDw+nO6SMsbw/OUREtKSMjo5idHQUFRUVS6JtyhiHQ59U0+NJvN7j0dc7HIeWSSQMhAKHd8AV3j5lvKysLNTW1iI7OxuNjY0YHR1Nd0hERERERAtG0zR0dHSguLh42bdNAQCMDgGHOTQUDxPAgJ4YLy4uRlVVFXp6etDR0cE7bcGkOBERZYhoNIrOzk64XC5kZWWlO5w5qa8H1qwB2tun9g3XNH35mjX6dpR6qqqirKwM5eXl6OjoQHd3N/uMExEREdGy1NvbC4PBgMLCwnSHQkuM3W7HqlWrEA6H0djYuOLvtGVSnIiIMkJXVxeys7PhGF9OvUSoKrBzJ1BQAOzZAwwP6xOjDw/r/y4o0NePv7NRyTIB5sOs7LAvvXO0GBwOB+rr6+H1etHa2srqByIiIiJaVnw+H4aGhpbcnbXzkpuf1PyaiSg5ztTGsgyM3Wlrt9vR1NQEv9+f7pDShklxIiJKu5GREfh8PrhcriV7cbdxI/DJT+o/BwaAffv0n+OXT6Ycc/Lc++MpCpSN2+Yf8DI11md8bMJWVowTERER0XIwdn1bUlICs9mc7nAWjXL0CXOfhwkAbDlA7brUB7QMKIqCsrIyFBcXo7W1FeFwON0hpYUx3QEQEdHK5vP50NnZiaqqKhiNS/u/pY0bgQ0bgMZGfVJNh0NvmTLd3DfKltMgL/91zsdRNp8yv0CXOYPBgKqqKhw8eBBerxc5082ASkRERES0BGiahra2NpjNZhQUFKQ7nEWlFJQCNWuB1reST44rKpRjT4NiWNrjy4VWUFCAQCCA7u5uVFdXpzucRcdKcSIiSptoNIq2tjaUlpYum8SlqgKrVwPHHqv/nGkyeKWwFNhy2pz2r5x0Hm8DTEJWVhYKCwvR29vLNipEREREtKT19vYiFouhsrJyyd5ZOx/qGRfPPLAaT1GBnDwox52xsEEtEyUlJfB6vfD5fOkOZdExKU5ERGnT3d2N7Oxs5OfnpzuUtFHPuQQ46vhZtnr7wnfzqVBOu2ihQ1o2CgoKoCgKmpubEYlE0h0OEREREdGc+f1+DA8Po7KyEmqyieFlRnHVQH3vtYDBOHP7SUUF7A6oH/wsFJt98QJcwrKyslBaWorW1laMjIykO5xFpQibbRIRURr4fD60trZi9erVyMrKSnc4aSWiQV57BvLS48BQn34xpyiAiH6LYJELyonnQtlw4oqsDJkPTdPQ3d0Nj8eD6upqWK2HObkpEREREdEiExE0NjYiNzcXxcXF6Q4n7aSnHdpzvwf+9ToAOZQg12JAlhnKxpOhbLsAit2R1jiXotHRUXR0dKCwsBBFRUUrYtzJpDgRES26sYs7h8OBoqIiAICmJd+Le7kSEaB1P6SjEQgFAbMFSvUaoKJ+RVyULBQRwcDAAPr7++FyuZCXl5fukIiIiIiIZjU0NIT+/n6sXr16xVaJJyKeYci+1wCfG1ANQF4hlHVboJgs6Q5tSQsGg2htbYXNZoPL5YLBYEh3SAuKSXEiIlpUIoLu7m74fD7U19dDVVU0NAC7dgH79wPBIGCxAGvWADt36pNXEqXC6OgoOjs7kZubi7KyMg4siIiIiChj+f1+tLS0oKKiArm5uekOh1aIaDSK9vZ2RCIRVFZWLus7bZkUJyKiRdXX14ehoSHU1dXBZDKhoQG44w5gcBCorARycgCPB2hvBwoKgE9+kolxSp1wOIy2tjbY7XaUlpamOxwiIiIioinC4TAaGxtRVFSEwsLCdIdDK4yIoK+vDyMjI1i1atWyrRhniRQRES0at9uNgYEB1NTUwGQyQdP0CvHBQWD9esDpBIxG/ef69fryXbv01ipEqWAymVBRUYGhoSH09fWBtQFERERElElisRhaW1uRl5fHhDilhaIoKC4uhsViQXNzMyKRSLpDWhBMihMR0aIIBoPo7OxERUUFLBa911tjo94ypbJyav9wVdWX79+vb0eUKhaLBXV1dRgeHkZHRwdisVi6QyIiIiIigoigs7MTRqORdzVSWimKgsrKSlgsFjQ2NsLv96c7pJRjUpyIiBZcLBZDe3s78vPzJ/TDc7v1HuI5OYkfl5Ojr3e7FylQSoqmAQcOAK+8ov9cipX8FosF9fX1iEajaGxsRCAQSHdIRERERLTCDQwMIBAIoLKyEoqipDscWuFUVUV5eTkKCwvR3NyM/v7+ZXWnrTHdARAR0fLX1dUFo9GIkpKSCcsdDn1STY9Hb5kymcejr3c49H9rml417nbry+rrp1aYJyNV+1mJltOkqEajETU1NRgYGEBTUxOKiopQVFTEAQgRERERLTq/34/+/n7U1tbCaGS6jjKDoigoLCxEdnY22tvb4fF4UFFRAZPJlO7Q5o2fMiIiWlA+nw8ejwerV6+ekmysr9cTqg0NenJ6fGJa0/TJNjdu1LdLVTJ2OSV1F9t0k6I2NOiv1VKcFFVRFBQVFcFut6OjowOjo6MTWvwQERERES00EUF3dzcKCwthtVrTHQ7RFFarFfX19ejt7cXBgwdRWloKp9O5pAuKFFlOde9ERJRRYrEYGhsb4XQ6UVRUlHCb6RKt7e1AQYGeaAVm3yaZZGwyx0pLUlfTgEgQ0GKAogAmC6Bm1vfWmgZ87Wv6OVy/fuoXGHv26Ofu5puXbtW9pmno6+vD4OAgioqKUFhYCHWpPhkiIiIiWjL6+/sxNDSE1atX8/pzOiJANKz/AQCjSf+zhJOyS5XX60VnZydMJhNcLhfMZnO6Qzos/KQREdGCEBF0dXUhKytrxlnTN248lIweGAD27dN/ji3fsEGv7B4c1JOxTidgNOo/16/Xl+/aNXtfa01LzX5SLuQHPP1A0AOE/UDIB3gGAf+ofuGXIVbCpKiqqqK0tBS1tbUYHR1dthPKEBEREVHm8Pv96OvrQ2VlJRPi09FigHcQ8I/oY6awX/+7ZxCIRdMd3Ypjt9uxatUqmM1mHDx4cMn2Gs+sMjQiIlo2RkZG4PV6sWrVqllvqdq4UU9+J+rzfeBA8snY1aunP8Zckroz7SelIkE9GZ5wXUAPzGJfpGBmlsykqB0dy2NSVJvNhvr6egwMDKClpQUVFRUTJoglIiIiIkqFWCyG9vZ2lJSUwGazpTuczCQCeIcASVC9JDHANwzkFAAKv1BYTAaDAS6XC3l5eejo6EAwGER5efmS+mKHSXEiIkq5cDiM7u5uVFZWIisrK6nHqGriZHSqkrELldSV0SHIUDcw0g8Z6QciIX2F0QgltwDIK4biLAacpVO/HAj6Du1HgKFhBcGgAotFkO8UKCEfYLZlxAXeXCdFXerGeo2bzWZ0dHSgpKQEBQUF6Q6LiIiIiJaR7u5umEymZX+dKZEQ0N8JcfdDhvuAgOft1pEGwGaHklcEJa8YKCyHYpo0t08kmDghHt+5BoSD+riJFp3NZkNdXR1aW1vR2tqKqqoqGAyGdIeVFCbFiYgopUQEnZ2dcDgcyJkuAz0HqUrGpjKpK7EopKsR0vQGMNKvL1SUKe1OxDMMdByAAIA1B0rd0VCq1uoXeloM0PRb/bp7VLy224i2DgNCIcBsBqoqYth8TBRltgiQlf4ebXOZFHU5yc3NRXV1Ndra2hAMBlFWVrakqh+IiIiIKDO53W6Mjo5i9erVS3qywpmIewDSvAfSvv/Q/EmT22z4RiADnXr7DUUFKlZDrV0PxVmirx8rOppJNMSkeBoZjUbU1NSgo6MDjY2NqKqqgsVimf2BacakOBERpcxYH/FoNIqqqqqU7DNVydhU7UcGu6G99lfA7wEw7uI1UQ+18csCHsg/X4Ds/weUDadAcdVDgZ4Qf/SvJoyMKCgr0WC1CgIBBfsPGNDbr+LEUwTrjj4UZ6IWM4tBVYGdO/XztGdP4olKd+48/HjEPQjpbQWgQCmrgZKT4JuLNMnOzkZ9fT3a29vR3NyMyspKmEymdIdFREREREuU3+9HZ2cnysvLk76zdimRSAjanueBtn9NTIRP13c6vl4DOt6C1r4fKF8NdcN2KEiiV/US7Gd9OCQaBtoPQEIBKLn5QFkNlAy4qxjQ26lUVVWhr68PTU1N8dYqmUyRpdgJnYiIMo6IoKenB6Ojo6itrU1p0rChAbjjDn0yzETJ2LGJOhdyP6LFIHtfgjTuhp4Mn+d/nyU1UNYei0f/nIX9BwxYVRebMHG6CHCg0YCQko3/+IIBb7yhTwS6f7/eBsZi0ZP8O3cm99xTpaEhtXFIwAft6YeAjgMTV9QcCXX7RVDM1lSEnRKapqG7uxujo6OorKyE3Z4Z/d6JiIiIaOkIBAJobm5etu35pL8T2qt/AUIBzGvMpChAlhnq8WdDMc5S02uyAdb536WcqUQE8s+XIK/+FYiED62w5+ljpvLMul3X4/Ggvb0dTqcTJSUlGXunLZPiREQ0byKC7u5ueDyeOSXE51L5nKpk7OHsR2IxaP94DOhtTf5As1EUDBYciwdfWgOnQ4PdPvG/Y02Aju4sPPuyHZdcAjzyyPy/FEiVVFWsSzQC7ZH/1VvQTL4cURSg0AX1nVdBUTOrJ93w8DC6u7tRWlqK/Pz8dIdDREREREuE3+9HS0sLiouLUVhYmO5wUk66GqG98ue3c+EpSjeabVBPOGfmFjP2AsCwfJthaHtegLz0aII1CqAoUC/4KJSS1NypnSrhcBhtbW3xCvJM7DPOpDgREc1bf38/hoaG5pQQP5zkdDQKPPkk0N0NlJUBp50GzFY0kMhckroiGrSXHwN6WuZ+oFl0DOXggcZ3oH6tGQbDxDsLQxEVbx6wY/cbBhQXA319wPr1U9u+7Nmjn6+bb9aXpau9yuHQ9r8KefbhGbdRz3gflNr1ixPQHPh8PrS2tqK6uhrZ2dnpDoeIiIiIMlwkEsHBgwdRVFS0PBPiva3Q/v6nBWllohRXQFl3fOLEuDUXMGXO3aWpJpEwtF9+C4iGE2+gKEBpDQznf2RxA0tCLBZDW1sbsrKyUFFRke5wpli+X6MQEdGi8Pv96Ovrm3NCPFEbk4YGvfo5UeVzoiT6c88dXtsOVQVWr05uWzm4e0ES4gBgNYZhHngLfQddyK0qhtmkIRpV0T9iQv+wCUPDKqJRoKsLqK2dmuBWVf387d8P/P73wGuvpb+9ylzIgQbM2IpGUaAd2A1DBibFs7OzkZeXh5GRESbFiYiIiGhGIoL29nbk5OQsz4R4wPd2hfjC1N1KXwck4Id67JmHeowbswBTtv5zOWt/a/qEOKCf8+5miN8DxZZZLWQMBgNKS0vjPcYzrY0Kk+JERHTYotEo2tvbUVJSApstudm+NU1Pbg8OTqx8djr16uY9e/T1GzYcWnc4SfRUEM8QZN/fU7/jt+XnhFBTNIp/tarwhLPhNpTF141N/lleDvT26s85kZwc4J//BH78Y71IQD8/Ar9f0NCgoL1dWfT2KkkL+jDjbZUib2+TmWw2G4aGhtIdBhERERFluL6+PsRiMbhcrnSHknIiAq3hSSAWXdgDeYeh7X4W6raLZm6lMgdjzTNStb+FIEF/chuG/ECGJcUBwGKxQFEUhMNhWCyWdIczQWal6ImIaMkQEXR2dsJiscxpgpjGRr2aubIyceVzRQXwyit6D+0DB/SWKeOT6E6n3jLF6dT/PTior9e0FD9BAFrDU0hZL7wEFAXYVDcApz2MSFcrRoejiEaB4WH9y4GCAuD88wGrVf8SIJHRUaC/H/D59PORny84smYEZxw3gPddMISRYW3Bzs+85eYDM12AKqq+TYZSVRWxWCzdYRARERFRBvN6vRgcHERlZWXGVcqmRHcT0Ne2YFXicSLAUDekfX9qdhf0AQNtwEA7JJRk4jkNlBxnEhupgC134YM5DIqiQFEUaBk4IGWlOBERzZkEfRgYGEDQ70ddbc2s36yP7+Hd1gYEAokrn3t6gL17geZm4JZbgLw8oKRE76e9evXM7UMaG5NviZLUc3QPAEM9qdvh+H0LMOQxIxgxwpIVxdmb2vB6cyF6W/uxr6MMFote2b1zp14x/9prelW8wzG1p/i+ffr+1q7V1+XYwnBkRwAA2ZYYNh8dxJ79tpSfn1RQ1xwLrW2Gi1rRoK7ZsngBzZHf74fVunz7FxIRERHR4ZNoBBGvGx1dfSgtcMJsNqc7pAWhHWzAjC0RU0wONkAq18y/uts3PLZH/e/m5O58XnTldYA1BwhMUyWlqEDNkVDMmTkuCYfDiMViGfn+Z1KciIiSIrEopOMApHE3vJEY+sqOQnVHA9T9f0PMtQpq3dFAgWvKxcnkXuCRCNDaqlc/j0/S9vQAL7+sVz0HAsDAgJ4Mf/11IBQCzGa9OnyynBygo0NPuKf0+TbvmTjzZYp0D9nwelMh2vpzEIqoMGdpqCryYGPtAI7b+BI6qy6CI09BfT2gSBQIeHHZu2PQghbs22dBqcsQbx/T3g7Y7XqIuW8XBkSjetZcRA/faDIgGEz9+UmJqiOAmiOBlr2J16/eCJTWLGZEc+L1epdlT0giIiIiOnwy0get6U1oHQfQ5joG2SEPcvf/DZo9D0r9MVAq10LJSm4upkwn7gFguHdxD+oZ0o+ZX6rHIKK3DgkH9AGQ2QZkWWZPmqsGQIsd+nuGUlQD1FMugvbnX+gLxo9PFRUwW6Aef1Z6gkuCx+NBdnY2DIbMO8dMihMR0axkuA/ai78DQgGETDZ0VmxBWe9+WENvf1vddRBa5wGguArq8efGL/IS9QIfHQUOHgSef15P6JaV6RXP+/frbUM8HiArS0+Am816MrexEXjhBaCoCJjchs/j0SeVdDhS+HxFIB1vLUhC/LHXqjDsNaHM6YPVHEMgZMC/OvLQO2LDOZvbsGXtCJQcp347n7sPAFBXCnz8Az68+oYJjz/rxL595ng1+ebNwP336+fB6QT8oSw0defAaQ/BEzCho8eU8vMzZvwdAA4HUF8/tZp/JoqiQj39vZCGZyD/fBEIBfQVlmwoR58MZcPJGdvfLxKJIBgMIme6Zu9EREREtKJILAbt9b8B7fshioKukiOhSAxlfW/pddTeEWD305B/vgB163lQiqvSHfK8SeeBBSkkmpGiQDoOQMkvhWgxYLhn4kSU/lHAbIM4imceS+QWAb4R/e/ZeQsZ8bwplUdAPfcKaK/8Behrf3uhAlSvhbr1nORarKSJ1+vN2DETk+JERDQjGe6D9syDgGiIqka0lx0N50gHHN6+cRu9fRHU3w7tuV1Qt78bomYlnFAzPx/Ytg34y1+AZ54B3vEOvXq8u1tPrioKUFUFjM3bmZenJ3uHhvSq8dISDYaYD0YlCqMRaBm0Ys0aM+rrU5g89Y6kfKIYEeD1pkIMe01YVeaOt9K2W6NYZXHjYLcDrzcVomy4H6otN54QH+MqjaGsJIATjw2h3VeBHIcB9fX6usntVQZHrRgctcYn69y4EfFtU2XyHQAWC7Bmjd7yZS6TeiqqAcrm0yDHbAfcg/qdl45CKBlcrQEAPp8PFoslIyseiIiIiGhxiaZB+/sfgd5WAMCAsxpBSw5q2l+F8nZbkbHRikQj0F74HdQT3wmlpHrhYgr59QSxaIDRBGTnQTGkNg0ow32LmxAHABHI8NttLkcHJybEx4T8gN89Y7JbMRiB3KVz16fiqoXhXVdDvG79+WU7oFgytOXL20QEPp8PxcXF6Q4lISbFiYhoWmMXbBANIkCnaz0sYR+KhpqneYAAI/3Q3ngGTTlnTDuhpssFnHiiPplkS4s+SeToqD6BZknJxH7jqgoUF+uV0CNDQQy2eKAB8PkM8AcVVLncOHeLD0qkdMY+cHOpapaR/jmdp2QMecxo689BmdM3ZW5JRQHKnD409+Wic/8wKgsS94tTFKAwX0NhlRdK9qHS75079eT3nj2HKvLH2qsUFOjrUzmnT6I7ADwefXl7O/DJT84tMQ68fVGaX5K6IBeY3+9HdnZ2usMgIiIiogwg+/8RT4iP2oswlFeJ6o7XYIxFpmyrQE8Wan//E9SzLoNiSe01pUTDQF+Lnjg9dERgsBOSVwLklaTkbkwRAUb6Zt9wIbgHIdEIEPJNv41/NOMrwA+HYncA9gW4DXgBBINBAIDFYklzJIkxKU5ERNOSjgNAOAAB0FN8BGIGIyq73sTMl1ACtP0Lo6UnIRi0JpxQEwDq6vQK4w9/WM+l/8//AJ2demX4ZFlZQH11CDZzBK1dJhQ6o7DbYnCVxGCzCvbsM6CipAXlm+qgmKb+hzvnqmbviN6fTVI3Q3YwYkQoosJqjiVcbzXHEBlREBr2zF6lPunieuNGPRE99hw7OjBhss65JqhnomlIeAeA06l/2bBnj75+w4bUJuIzjd/vR1FRUbrDICIiIqI0k1gU0rgbABAw29FVshblPXthCU+fsFUAIBaDtOyFsva4lMaCrgOTxgty6OdIjz74yi+b/8HCQSA6Nem/KETTk94z0WIQkYxtx7gS+P1+2Gy2jH0NmBQnIqKERATS2AAAGHaUw5NdiNr2V6FK4qTuxAdrKAzuh8WyMd7rejyDEoMFbhy/yo+trhGU1OTi2afK8JuWLASDwPgCXE0DPKMa1lT7YVCAs7Z7YLEITFkCe7aetD7QYsbTL1lxvNYHFFbFq8A1Dfj974Ef/UivRl+3Tp+QctaqZi21rVMAwJIVhTlLQyBkgN06df+BkAEWkwabKQTMdlujIWvKoo0b9UT0fHp8J6OxEdPeAaCq+vL9+/Xtxk+kupxomoZgMAirNTNneCciIiKixSOdB4FICBGDCR1lR6NwqBU5vsHZHwcBmt6AHLEFSoKLdhEBfG69VUgkCJgsUJxlE+4YncLdP6WAZuo2vZDcAijGeU72meJ2k3M2W9sW1ZCxydiVIhAIZPSYiUlxIiJKLOgDRgfhs+ahr7AOVZ27kRUNJf3wcm0/1qzZOKHXNQBkqWGsdbagtdOItXV+lGQPQxkYxg3v7sPf/74BjS0mVFTolc6hkN5WpbQghGhUwZrVQbhKoxPajwyNGNDbb8ArbzjQ1BrEgb4oauuNWLcO2LcPePBBvao5Px+IRvUK8dLS2aqaU3/xlJ8TQmWhB683FaKiwAdTVgw5Vv2CVQToHs7G2ooRlBTGAGsO4B2eZk8KYLUnXKOqC5+Idrv1avvp7gDIydEr1d3uhY0jnSKRCBRFQVbW1C8niIiIiGhlke4mCFR0lK1HdmAYBcNtST1OAfQWJyN9QH7pxH2KQHqagaFOxNufBLwQdz+kqApq8dRe5CICeAaSC9ozCDjnWS2e7oSzagAs2fq4NRFb7uLGQ1OEw+GMbjnJpDgRESUWCiCmGtBVsg4l/Y2wBUchAgx5LQiGDbCYYsi3B6e9FlLCgYS9rkstPWjtMKIgL4LNR3njj68oCuB/PncAn/jGkejuVmA264nxvDygKD8Ko6JhbX1oSkL8tTetGPUZkGUUlBVHEDBE8PTTRtx3n/7YcFjvYa6qQE+Pnqw9/ng9MT65qlkiYUjD89DeehXItqa0sqBn2IYhjxlvtubj+X1lyM8JoK54FK4CPwJhI/LtIWysG4RiKoGiGvR+fyN9OHS7IwAoQF5xWiehdDj01yXRHQCAvtxi0bdbrmKxGAwGVp4QEREREYCgHwP5VRBVRWnf/rmX14QDU5d5h99OiAMT2p8AQH8bJDtvasV4LApoSdzVC+itT+ZBOpqgvfRnIJ01IllmwJSrVz5NLt4yZwO2ZTwgWSI0TYPBkL6x62yYFCciosRUFX2Fq2AO+5E32oXuIRteby5CW18OQlEDzMYYqoo92FTbj7J8f8LHT+51PdAbQcXaENbVhbDpSC/Kiibe2rd13RB+9gMffvhzO/bvf7vdXT6weW0EUV8AVsuhBLEI0NRmgjdgQH5eFIGACotFkJOjIBbTK8yzs/UCBosFMBgAsxno79djKS4+VNU8OhBAbP+DkOcfA4J+IL8AyobNKTuV3UM2/OrZVdjb5oSqAJoALb25aOpxoKLAhwu3NuOMYzpRVhCAkqf3qVbMNkhRJRDw6he4BiNgtac1IQ7oLVnWrMGUOwAAvV1Ne7veyqW+Pl0RLrxIJJLRF3dEREREtHiCWVYM2itQ0/4a1NlaeiSiTL2ulKHuGR8iw91Tk+JzKdg4zOIO7Z+vQHv810D7Qb1S+/gToVjS0B7DZIFisQEAJL9M/2IhHACgAGYbkGVmAUuaiQgikQiMxsxNPWduZERElFaeGDBqL0Zd28voGbLhsdeq0TlsR352APk5QRhVDf/qdKJ3xIZzNrVOSowr8dvVxve6Dgz5URYdQL4jOu112NFrArj9dvuE3ti1ZSY89pth7G+0YFWNXi3u9anoHzTCmRvF8KgRFaVhWC2CzgMmDA7qSW+vV0+eh8OA1aoncHNzgYEBYHhY/3epoQOuh74D0ToOTazpmWXSljkQAf62uxwvv1WMbHMUFYVe1JW44Q6YMDhqRSiiQgQodfoBQTwpDkBPgM/UMzANVBUJ7wDwePRlBQX6+uU8yabH44HdnriFDRERERGtHJqmocvuQsFIOyxh7+HtxJbgujJR9fiE9QkqvVUDkGXR+4/PxjJNL8RpiM8DbdePIK8+cyihrsUAtxtiNkNRFvni31kc/6uivJ0IN9sWNwaaUSAQgIiwpzgRES0t4XAYnT19KImMwBgN42+7V+PF/aUwqhra+uzIMmgocgRQW+zGoM+K15uLUOpsHZfoFig1R8b3N9brWsImyIFZJmTJMk/pjS2SjQ3rNfT0RXGwxay3SQkq8PpVBEMqcuwx1FSGMeDLRTCkIhbTk9+hkF4tPjqqV4mrqv7T4wH8PoHS/CZOsTwBeIchFu1Q/JEIxO8DrPOfKXtw1IyX9pfCaNBQlu+LHyPfHoYzO4yWvhz8/a1SnLulDYV5EcBZMq/jLYbJdwB0dOjV+Bs36gnxKROXLiPRaBRutxt1dXXpDoWIiIiI0khE0NXVBdVsQeFgy2HsQQHyiqDk5E9dZbLMnBjPMk/dm6JAHEXAQPssh1UBe17SUUpXK2L33Az4PG8vGFcN7x4Gihd7/KJAKSxf5GPSXA0ODiIvLy+jK/aZFCciogk0TUNraxtEHOj0OLB3Xx/+vLsKAqA0LwRzVgyhiAEdQ3aM+MxY4xpCW18OhrwWFOS8XZVgskBxTe2foZisEGsuEJimEttk1SeZnPw4RUHlxgqcI814fY8Z7V0mDI0YEIkqKC2KYN3qIKw2A1p782Ay6a1SfD7AaNST6/v3621TcnP1Fh9+v6Dp+YOozBpES14xHnrrJFTl9GNTSTPKst+e4LKzHVi1Zt7ns2ckG31uC6oKvVOq4xUFKHEE0DZgR/eIHYVHFUBJcIGbicbfATBW0V9fv7wrxAGgv78f2dnZGV3xQEREREQLb2hoCF6vF3V19VDaXtX7gM+JQKk/JuEaxVkKmWF/irM08Qp7PuAfBfwzzHpfXJN0S0bpbEbszi8BkdChu2rH6+0B6o/QB2CLRVGgVK5dvOPRnAWDQYyOjmL1+Eq3DMSkOBERxWmahj172jAwoOJHPyqDzwdI3/HoGTTjuFU9sJr0iVusphgsWT50j2Sjezgb+bkhBMOG+EScfSXbYG40JEySKuWrIc1vALGJ/cShGqBUrJn2m2TFZEX55jq4qnsw2DWCYFDFs6/Y0NZpQlixo7U3D5oY4HTqLTzeektPiK9erSdsxxLjfX1AvtqP+txmbC5pgit7CIGoGfuHK9AXyMPZNa/rifHebqBu9fwv8ESgQNFng0+4Wl+viAa19uj5HWuRTa7oX+5GRkYwPDyM+uXcMJ2IiIiIZuV2u9HT04OamhqYTCbIUSdB+/sfk9+BogB2J5TyVYnX5xQAeSXASO/UdfkuIDtvmt0qkOIawN0HjPbrcxONsdgBZxkUS3ZSIYp7SK8QD0+TEAf0/fd2Q0pdUBajOkZRgPJVUMwsUMlU0WgUra2tKCoqgslkSnc4M2JSnIhohdO0sWpfQTTaAbdbw49/XI3iYgU5OcBf3qhAtjaMtzqdqC0ZhdkUg0HRACiIRoE9rU4cUzeEEZ8Ju1sK8UL7UdjnrofFok/IOLmdhmK2Aas265PHeAb12+/s+VDyy6CYLDPGqmRZoJTWoLAoAkRC2GBR8be7LBj4lzqht7XBoCfCDQa9irmwEDCZgL17AbPmwWn257HdtTeesLebgliV1YWDIy683luL0tphKNEo0NEKqaqd1y1fpU4/ihx+9I3aUGPxTKgWFwH6Rm0ozA2goDpvQm88yix+vx9dXV2orKyE2bw0qvmJiIiIKPW8Xi86OztRVVWF7Gw9way46qAcvR3y5rOz70BRAIsd6skXQjEkTsspigK4VgM5+ZChHr1PuMkCJb9MHzvNMD5RFAXIK4E4ivUWLKIBRhMUY/IJShFB7Df3AAHf9AnxMW0tQKkr6X3Pl7p686Idi+ZG0zS0tbXBarWiqKho9gekmSLTla4REdGy19BwqC/0EUeM4KyzevCpT63Cxo1GuFxAdzfw9NOAZzQGNRpASa4XdmsUIz4T/KEsAAJ/yITakhGsKnMjYi5AwarSKRMvfvKTC9dnevxzCAYRT8avWwfs2zdxeVFhDLbdj+Eo+1vINfmn7MsbtmAklI2Lj3gBBVaPfsF63ImA1XrYk8eIAL98ajX++Eo1bOYo8u1BmLM0hCIqhrwW+ENGnLOlHZf/1/EwZM9twpuFcOhLkpXTEmU2oVAITU1NKCoqQmFhYbrDISIiIqI0icViOHjwIAoLC1FQUDBlvdbxlp4YD/r1scT4lNvYv0troG4+Qy8WylDaq09D+8VtyT+gvBLK6oVvaaKsPR7qmmMX/Dg0dyKCzs5OhEIh1NbWQl0Cg0hWihMRrVANDcAddwCDg8DatWG8613d+O53yzE4aMQrrwDHH69XV8diQCBogN9vx+CoFY7sIEQEmgAKFJizomjqz0dDaxnKKwzYUQk4nfofhwPYs0dPWm/YsDDJ1Zl6W09O8Pob3sRf3+xBtjHxpDVWYwi9/jwEY1n6AhFg3x5g03EQyGFVjCsKcMYxnRgYtWBvez6GvRYAAkCBQRWccEQvTnxXVUYkxKf7gmG5T545E4/Hg87OTuTl5SUc+BARERHRytHT0wOTyYT8/ASTYwJQK46AuFYBPS3QWvYAnmG9xYhJv+NVqV0PJduxyFHPjWgxaH/4xdwe1NkOKSoBch0L00ZFUYDcAiisEs9I0Wh0ySXEASbFiYhWJE3Tk5+Dg8CGDRrOOKMdBw7k4pVXclFWpi/fvx846SQgGtUT47m5wMiIAf1u/RZBVdVzxmYzYLUCWSb9cfv2AcXF+npVBSor9X01Ni5c/+npeltPXt7x4OPIMjgRiJphNwWnbB+ImmE2RGAxjOt37hkF9r0JHLlB7/99GInxsnw/3re9Ea81urGv3QlfKAvZ5gjWVQ5j7ckuHHFG+htzj/+SZHwrmoYGveJ/Iav9M5GIoKenB8PDwygrK8v4mdOJiIiIaGGNjIxgdHQU9fX1M7cvUVXAVQeDq24Ro0sd+VcDMDIw9wfuadCLiay21CbGFQWw5kA94YLF6VtOc+L1etHe3o7s7GzU1dXBaFw6qealEykRESVFRODxeGC326f9hraxUU9UV1YCGzf2wmAQvPBCGQwGIBLRE+ADA0BbG2A06onvcFi/HjEaD1V8K4ret1vT9MR4KAT09ADDw3rbFEBPrnZ06NXa6SSDvSjpfQk1OZuxf7gCq7K6pvT37vblY42zA/kWz8QH9/cB/3wDOPJoPTF+GBdjZfl+nOdswwlrehGIGGHNiqLg2A1Q126a5zObv/Ffkqxff+j1Xaxq/0wTi8XQ3t6OSCSCVatWZfwEMUREREQ0d8GgXiRjscw8r9HYtmPzyyz3a0Pt+UcP3XY7F9Eo0PAKsGEzxJ6TooISBcjOg3ryu6BYMrfdzEo1NDSE7u5uuFyuJVlEtAKGtkREK4eIoLW1FW1tbfB4PNNu53br7TGOPNKN2tphPPdcJSIRFWazngw3GPTqcK8XyMoCysv1BPhYGzxF0RPlY5NZ6sfWl4fD+p8xHo/ehsOR5rsE5eAeKAqwqaQZTosXB0dc8IYtiGkKvGELDo644LR4samkGQn/Lx/oA179O+D34XCn41AUoCA3jIoyDUXvOAOGdcdlxIXD+C9JJie9J1f7L3eRSATNzc0AgLq6umU/6CEiIiJaiTweDw4ePIj29vZZt9U0De3t7SgoKEBOTvpbHi4k0TTgwJ65J8THRCLA6/8A2lshIvr+Dos+RlJq10M99d+gWLIPcz+0EEQEvb296O3tRU1NDZxOZ0aMa+eKleJERMuEiKCrqwterxdmsxm5ubnTbutwAEVFEWzd2ok//7kcjz5qxsAA4PPpCfPhYb1a3GrVr4dGR4GyMn2dz6cnuc1mPXE+Vknu8+kJVJNJ/wPoj21v19tu1NcvznmYjnQ0AqoBZdnDOLvmdbzeW4s2TxF6/XkwGyJY4+zAppJmlGUPT78Tn1dPjFdWQ6pqoBiz5tZSRVGBqrVQjzwBimn2ipTFMvYlyXTX+JlS7b/QwuEwmpubkZ2djfLy8iV5YUdEREREMwsEAmhtbQUAuFyuWbfv7u6G0WhEcXHxQoeWfgPdQCQ0v31oGtB0QC8qWrUGyHVANC25u23HqrBy86EevQ1KYfn8YqGUExF0d3djdHQUtbW1Sd1pkamYFCciWgbGKsS9Xi8URUFtbS2i0SgOHjyIyspK2O32CdvX1wPveU83du/OwX33ORAM6klwp1NPhLe364nw7m494a2qwMknAwcOAHv36nfGmc16uxS7XX+cx6Mvz8vTk6jDw/p+Cgr0iRrT3XZD2g4CWgwAUJY9jNLaYQwFcxCMZcFiiCDf4klcIT5lRwK0tQAdbfpkMq4KSE5u/CJvfBW5oih60tyeB6XmKChVazMqGT7G4dC/6PB49Ndyskyp9l9IoVAIzc3NcDgcKC0tZUKciIiIaBlyu93x6nCXy4Xs7Gx0d3cjFAqhurp6yjWgz+eD2+3GqlWrVsT1oXQ0pW5no27gtZch9hygvBJSWAQlS6+emjxmevtvQPlqqHVHA3nFK+J8LzUigo6ODgQCgWVxVy2T4kREy0AwGITX64Wqqqivr4fRaISmaYjFYmhpaUFlZSUcb2c0NU1DZ2cnysu9uOWW1ejt1dujmEx6klvTgLo6PQm6Zg1w3nnA736n95suL9cT5T09+r+tViA7W68gttn0hHhBgd5qw2LRK8R37syQCRq9oxP+qShAgXX6FjOz0jSgt1v/oyiQbLv+DYHBqO88FoP4fYDXA/XLP4DiSDxDfSaor9df64YGPfE9/guMTKr2X0hdXV1MiBMREREtc93d3QCAkpIS5Ofr1+eqqsLr9aKxsRG1tbUwvN0fcnR0FB0dHSgqKlryyb+k+T3QW5ccXrvIhLweYP9eYD8gZjNgzz1UeaVpkHAY8HuhnHgODFvOTN1xKeVGR0fh9/tRV1eHrKysdIczb0yKExEtcWNtUwCgoqICZrMZgH5xt3r1ahw4cADt7e3weDzIysrC8PAwTCYTzObVsFiyUFWltz7x+fT+4KWleoJ0rL/4+vVAba0+0eJY32kRvZIc0H86ncDZZwPXXB2CwxaE1wvYck2oWW1Ne4V4nBxuP7tk9i36xZ53miT7YffSWxyqqn950d6uT6pZWalX+3s8mVXtv1BEBH6/Hy6XiwlxIiIiomVqdHQU0WgUZrMZRUVF8eXFxcWIRCIYGRnBvn37UF5ejpGREQQCAbhcrnhxUaqIpgFBr34Xq2oALPbkWossBk1LeU58glAICPVPXW4wZPyYifQ7J3Jzc5dFQhxgUpyIaMkbGBhAIBCAxWKZMvGL2WzGkUceicbGRoyMjMBkMqG8vBw2mx2PPKIgFNIrgA0GvfWJyaQnuFVV//dYH+ljjwU2bNAnWnS79YSppgH/+peeD96wLog6Zw+UiF8/8Fi3lj4LxFkKxZwBM4VnpbG6YwlUlmzcCHzyk4e+/OjoyMBq/wUSfntm2BVTAURERES0woTDYbS1tQEAyssn9qlWFAUVFRXIyclBe3s7Ojs7UVJSgsrKShiNqUubiQjg7gO8Q/ogKh6ACsnJB3KL0l+gkWWaGNtiEQAm8+Ifl+YkGAzCmajf5hLFpDgR0RIWi8XQ29sLAKipqUl4EaWqKlatWoWenh6Mjo6isdGOXbsUvPKK3iO8s1OfRHPNGr0ieMzkPtKqCqxePXHf69YBEg4AfS1AJMHFUyQI9LVAiqqgWOxT1y+m0iqgv2vxL/IsNsA2/Sz1mnboywaHQ29Rkq5CkY0bJ375ke54FkssFoPBYEj/IISIiIiIFkR/v16dXFpaCpstccGOw+GA2WxGY2MjLBZL6hPiA+16hfiUlRowOgBEQpCCirRekyrFaZrYUoul79iUtLFx03LBpDgR0RKmjstWzvSfUygUgt/vRzis4I479H7gNTV64rOjQ+8T7nYDxx+vt09Jto+0iACDnbMnmgc7Ia4j0nqBp1bWQ3vz71i4ewGnUTX9pDwNDYcqs4PBQ33c01mZnejLj+XO6/XCarWmOwwiIiIiWiBjLSZnujNQ0zS43e4Jk0CmjG8kcUJ8vIAH8LuB7LzUHz9Z5XVpO7RSkb5j0+wikQhCodCyGjct89ovIqLlTVEUFBYWAgA6OzuhaRq0cb3YwuEwurq60NjYCJstG7t21WNwUMH69UB+vl7pPVYJ7nYDe/cCQ0N6X+mk+kiH/EA0PHugWgwIjM6+3UKqWr2wfcUTUVUo1UckXNXQANxxh/6zsFB/LQoLJy6nhefz+TAwMICC8bdJEBEREdGyMtYXvK2tDaFQCJqmxZPfIoLh4WEcPHgQHo8H9fX1U9pSzoeIAJ6h5DZOdrsFolisQGHZ4h/YZEnPcSkpsVgM7e3tcDgcy6afOMCkOBHRkldcXAyTyYSRkRHs3bsXe/fuxcDAADRNw9DQUPzCzustxd69BlRWHkp0l5bq1eFlZUBWFtDSov8Z6y89a7VyyJd8oME5bLsAlPqjAHtqJ8mZlaZB3XxKosXYtUuv2F+/Xu/jbjTqP9ev15fv2sW5Zhba8PAwWlpaUFZWBrs9ze19iIiIiGjBZGVlobKyEgBw4MAB7N27Fy0tLQiFQohGo+js7ERBQQHq6+tTXwmrxYBoKLltI0F9Is40Uo8/DVjMO3xVFcpxOzJnslGaIBwOo7m5GaqqwuVypTuclGL7FCKiJU5VVaxevRq9vb0YGBhAeXk5BgYG0NfXBwAoKSmBxWKB26236Jhc9FBaChQXAwMD+sSZV14JXHhhkn2k53JrYTombBlHMRigbjsX2uO/XpxYFBWoXQultHLKqsZGvWXK+C8oxqiqvnz/fn27ldbKZDGICHp6ejAyMoLq6momxImIiIhWgLGe4QcPHoTD4YDBYMDBgwehqiqysrIW8M7BOY490j1u2nom8NivFi8OTYN60jmLcyyaE6/XG68QLysrW3ZzMDEpTkS0DCiKgpKSEsRiMfT19aG+vh7RaBQiAovFAkBvk2Kx6BNoTp4wWlX1SvGyMr1SOekv6Y3T9+Sb17YLRDnhHcBff5tcy5f5Eg3qaRcmXDXdFxRjcnL0Xu9u9wLGt0JFIhG0t7dD0zTU19fP2FeSiIiIiJYXi8WCurq6+N2CRUVFCIfD8THTglCNeuV1MklmRU37LPdKrhPK5lMgrz6z8O0nVRWoOxKKq3phj0NzIiLxQjuXywXn5ATCMsF7E4iIlglFUeByuaCqKnw+HywWC6xWa/zb3Pp6fRLH9vapbTnGJtZcs2bmiTWnsOUmf2tdOieMeZviyId64eULfyBVBY7eCuWo4xKuHv8FRSIej77escjdXpa7SCSCxsZGmEwm1NXVMSFOREREtALZbDaUlpZieHgYWVlZyM7OhsFgWLDjKYoCZCeZVLQ7M6IaV73ww4DVBmCBY1FVGN57zcIeg+asu7sbQ0NDqKurW7YJcYBJcSKiZSUWiyESiSRM9qmqPnFmQYE+kebwMBCN6j+TnlhzEkU1ALmFs29od0IxZsaEHMpJ5wB1Ry5cBYaiAGYrDBd/fNoL2gX5goJm1dXVhezsbJSXl0Nlz0IiIiKiFSsYDC7uhIE5+XoV+ExUg75dBlDsDqgXfwJzbv0yR+oFl0Ep4gSbmcTj8WBkZAS1tbWp76+fYTgiJCJaRnp6epCdnT3tf17jJ9AcGAD27dN/Jj2xZiI5hUDODP33svOAvNLD2PHCUFQVhss+A+TmL0BiXAFUFeoVN0LJyZt2q4X4goJmFg6H4fV6l2UvPCIiIiJKXiAQwPDwMIqKihbtmIrRBBRX64nvRFQjUFQNxZAZhUQAoG48CcppFy3MzhUFyubtULafvzD7p8M2ODiIoqKiFXFXrSKS5g7+RESUEoFAAE1NTTjiiCNmrXrQNH0SR7dbb9FRXz81AZvMNuNJJAR4h4GQX19gsuoV4qYF7M83DzLUh9hdNwHuwanl2odDUQGDCvUjX4C6bnNSD2loAHbt0ifVDAb1lilr1ugJ8cP6goKmNTAwAJ/Ph+pq9iskIiIiWqlEBC0tLbDZbCgpKVn842sa4B8F/G5AiwIGI2BzALZcKLNVkqeBiEB75CeQp3+f0v0qm7ZBvfRTUAyc6jCTxGIx7Nu3D2vWrFncOynShElxIqJlYOzizmq1orR0/lXZ80nWzjWZngyJRYFYVG9pZzBBSVEJtXhGELv/TmDfa/PbkaIA+SUwXPZpKFWr5/TQhThfNFVHRweysrLSMvghIiIioswwOjqKzs5OHHHEEQvaRzwdRASIhvXJMQ3GlFWdiwjk+cegPfITQIsdfkHR24Mc9ez3QTnzPXorTsoofr8fra2tWLduXbpDWRRMihMRLQNDQ0Po7+/HqlWr5n1x19AA3HEHMDgIVFYCOTn6xI/t7Xpbj5narKS68lnCAcA7BAS9hxYqil5NkZ2fkj7lIgJ55SloD/0QCAWgZ96T/K9RUQEIlB0XQj3n/VBM5nnHQwujt7cX4XAYlZWV6Q6FiIiIiNIgFovhwIEDKCkpWVaTB4oWA3zDgG9ET1qPMVmBbCcUa05qjjPQoxcUNe3VE9zJJsfHti2rhuGD10Nx1aQkHkq9cDiMt956C+vWrVt2XxolwqQ4EdESF4vF8NZbb6GiogI5OYkveDQNaDwo8PcPwan2wVUShWp3QCksn/ANvaYBX/uantxev35ixbKm6f2uN24Ebr55ajXzfJLpiYjfDYz0TL+BogKFlVCyUtOeRUIByKvPQHvmj0Bvu75QNUy8sFQNkFgMQ8Ec+I1OqMduR8U7d8BQkMRko5RWPp8PbW1tWLt2LXuKExEREa1APT09CAQCqKmpmfF6UMJBSH87EA4ARhOUwgooVvsiRpo8iUWBgTYgFpl+I3s+kFOYkmtgEQFa9kN77lFIw/P6WGms7Yu8nSRXFP2Ppuk/jzwW6vbzoKzekLI7fmnhHDhwAEVFRcjLy0t3KAuOzXuIiJa4gYEBmM1m2O2JL9QaGoBHHwlAHWhGFsLIyhJUl/qw+YhWlJW+DnXVFiiFFQD0Nh779+tJ7cnXK6qqL9+/X99u9bguIZqmV4gPDk5MpjudekuQPXv09Rs2JNcaRMKBmRPigH7RNdgBKa5Nya13itkK5aSzoZx4FtDfBelogrQfBAZ7IZEwFGMWmkbL8Fjj0dg9UImhaAFMAwasaWYP8KXAZrMB0G8JzM7OTnM0RERERLSYwuEwBgcHUVtbO21yWEQgrXsgnW8BInpCVwBp3QMUVkBdfWxG9cAWEWCoc+aEOKDfeWvIArLz5n1MRVGA2rUw1K6F/NvVkLaDQEcjpKsVEvQDIlAsViillUBlPZTKVVDsjnkflxZPbm4uPB4Pk+JERJTZ/H4/BgYGUF9fn/DirqEBuPvOMGpMjXAV+2AzRxEIGbC/LQd9w2acvbUXruhLUI88GUp+Gdxuve3J+IJzTQOGh4FwGDAYgEBA73893uEm06flGUruBGgxfaIae+puf1QUBSguh1JcDmzeHl8+uRJ+zduV8A0NejX8XCvhaXFFo9F0h0BEREREaSAi6OjoQF5eXrxQIuF2LW/qCfFDDzz094EOaNEI1KO2Zc5dh+EAEAkmt613EGJzpDR2xZoNZc0xwJpjUrZPSi8RQSQyy5csywjvWyAiWqJisRja29tRUlICi2VqC5Gx6m1LZABrq0aRY4vCYADsthhWVXgx7DGh4a08iABa8xsQETgceh9wj0ffR08P8OyzwFNP6T+feAI4eBDo7Jx4rETJ9PFycvT1k5PpiUgsCoS8s284xj+S/LaHQdP0hP7ddwOtrcBRR+kV8Eaj/nP9ej1RvmvX4c85QwsrFouhtbUVdrt9xoEQERERES0//f39iEajKCsrm3YbCQUmJsQTGekF3H0pjm4efCPJbxuLAmH/goVCy8Pg4CA8Hg9KSkrSHcqiYKU4EdESJCLo7OyExWJBQUFBwm306m3BOUd0QVUnTh+hKEBZQQBtvTYMjZpQoHgA7zDq6/OxZo1e/RwIAK+8ov/MzQWysoDubv2xu3YB1dWHKqPHJ9MTzVnj8ejrHcncOTfb7X+TRcNz234OxiYOfeUV/e82GxCJ6JOHlpbq2xxWJTwtmnA4jI6ODhgMBpSXl2dOZQ8RERERLTiv14v+/n7U1dVBnaGPo/S1AlAAzDTtngKtpwWGvAxJGM51HBSNAOaFCYWWNhHB4OAg+vr6UFNTA5PJlO6QFgWT4kRES9DQ0BD8fj9WrVo1bZLP7QbCIQ05llDC9VZzDH1DKoLhty8OQ36oOfnYuRNoawOeew4IhYCyMj0RPDioJ7WPOw7o75/YI7y+HvFkusMxdYLO9nY9gV5fn9rzoFuYJOf4dinZ2XpCPCdHr553u4Hjjz+UGM/JATo6kquEp4UVDAbhdrsRiUQQCAQQCoXgcDjgcrlmHAgRERER0fISjUbR0dGBsrIyWK3WmTcO+WfPiUOAoC+FEc4Tiz3oMGmahuHhYYRCIYRCIQQCARiNRlRXV6+oO2uZFCciWmKCwSB6enpQU1MDo3H6X+MOB2Ayq/CFjMi1Te2nHAgZYDZpsJje7vlhyAKgJ68vugj4xz/0hPbQkN5LvLT0UIW0xTKxMlpV9ckm29v1STUrK/VEscejLyso0NcnlZM0mpHEFekhWbOXO4iIfrtg0KdP0GkwAdmOaSfonDxx6PCwXimvqkBRkf6lwP79QHGxvmxOlfC0YILBIJqampCTkwOTyYScnBxkZ2fP+DkhIiIiouVn7M5am80GZ6JbWSdLdgJNY9b8AkslkyX5nuJj289CYlHA79arylUVsOZAMc3yhQItKSKC9vZ2RCIR2O12OBwOlJaWwmKxrLi7ajlKJCJaQsYu7goKCpCdnT3jtnr1toI320px4hGdE1qoiADdg1asrfIgPzesX9w5CuPry8v1x5eU6Alik0lvizKW1E5UGb1xoz7Z5K5desK4o0NPFG/cqCfEk52EUlFViC1XvxhLxiyTbEokCAx0AtFJFfMjvZDcAiC3aMp//pMnDnU6gcJCvUq8qEhvJzMwoCfLnc6FroSnZMRiMbS1taGgoGDF9MAjIiIiosTcbjcCgcCMd9aOpxRWzN5THIBSVJmK8FLDlpd8X/EsM5Ss6ZPiIgKM9ADe4YkrRgcgJgtQUAHFuDJaaix3/f39CIVCqK+vh8GQuEhspWBSnIhoCenv74emaSguLp5127Hq7R/fXYCDnSNwFQRgNccQCBnQPWhFfk4Ym44YgaIASvmaCVXTDgdgtR5Khk82XWX0xo16S5XGRj1h7nDoieI5d62w5wMBj17VPROjGbBMM7snAImEgN6WafYjwOiAnvV3lk5YM3niUFXVq+Tdbr1K3G7XW8oMDOiTjs6pEp5SbuzLoqysrKQ+G0RERES0fEUiEXR1daGioiLpOwaVnHwgtxAYHUTiO1YVwGSGUliR0ljnQ8kyQ6y5QGB09o1zi6ZdJSLAUCfgn2Y/4SDQ2wIprYViyKBKeZozr9eLgYEB1NbWrviEOABw+E5EtESMjo5iYGAAFRUVSfdG3rgR+Og1dpiKyzHkMaOl2w6314S1VR6ctbUPZYVBoKQWSsWaCY8b6xHe3q7njMcb6xG+Zk3iymhV1VuqHHvsodYqc6UYTUBBxf9n78+DI83v+87z/Tx5J5BIHIkbibOqq7tZbIJkkyJF6qBkSdTIOko+ZHt9zIZiDntneq31xExMTExoPd6NGTt21+N2rNbhkccOeUcT45WndZ8WJZmieJNgs/oodqOAzMQNZCbyvp/f/vEU6gSqgEICiQQ+r4giuvJ58skfQBTwPJ/8Pt8vWE95sjfgViw8rfIjt/PsYL2YccPzhzw8OPTA2NiDPuKFApTLUCo9qJA/biW8tF86naZcLhOPx6/cLX8iIiIi8oDjOCQSCaLRKH19fSd6rv3SJ6HniH6IvgD2ze/FOm6blfPSPwrB3qfvMzCOFXjKXca18tGB+AGnCbm9k69PLox6vU4qlTpej/0r4oL9axYRkcO0Wi3W1taYnJw88S8wt3o7xt13QzQ2kkTNNiMDNazIMPb4PESGnggSj9sjHOC9905ZFX4Eyx/CjM67bVRK+9BquBt8Qejpd/vbPSU0N62GW21+HMXsI9XiRw0OHRtz26h8+cvuPv/Ff/H8wb+0R7FYZHt7m7m5OfUOFxEREbnidnZ2sG2b8fHxEz/X8gWwP/QDmPQ6ZnsVaiXwBrBGprGGp7EuUj/xeyzLxgxMuGst7bsBNwZsD4SjEI4+u+3J4y1TjlLex/SPHDmXSS4ux3FIJpNEo9Hj9di/IixjzDEnmYmISKdkMhl2d3e5cePGs3d+Csc5WWuTpaUHPcKrVbd6+saNB4H4UdvOomr64NfVcSuBTaUIe8njHdwXxBqbf+ShpSV4/XV32OZhbwqoOrzzGo0G77//PmNjYzq5ExEREbnims0my8vLjI2NEX28z+MVYow50d2TZuO9BwVIzzI6p8GbXWhtbY16vc7s7Oyx7zq/ChSKi4hccMVikUQiwfT0NJHI0f2zn+VpAffTwt3DgvQ337z4gfGJQnF/EGt0/omHn/drJmfPGMPq6io+n4+pqYvT21FEREREzp/jOKysrOD1epmenlZLvRNQKH655XI5NjY2uHbtGj7fxbvboZN0n7GIyAVWLpdJpVJMTEycOhA/LMReWnKD7KeF2Ac9wg84jhsUp9Nw8+aDSvOBATc0v33b3f7KKydrK3LSKvZn8gdOsG/40IfbNjj0ObX9a9LljDEUCgUKhQKlUgnLspienu70skRERESkgxzHYW1tDWOMZsw8D38IKscIxS3LneskF161WiWfz1Mqle7PXlIg/iSF4iIiF1SxWCSZTDIyMnKq1hBPC7H7+tz+2L/wC/D3/t7x+mMvL7uV0/H4k/vatvv4nTvufg+H6U/ztIrs5w2lLY8PE4ocr69479Ff38ffFDgvqlJ/oNVqkclkyGQyAPT19TE2NkZvb69u/xMRERG5wlqtFqlUimazqdYQzysyCJVnDNoE6OnH0tf3wjLGUCwWSafTlEolIpEI0WiUyclJ/P5n9JW/ohSKi4hcQLVajWQyyfj4+NMDcccB47iDVI6oiDgqxN7ach/f3IR334X1dXj11WeHrrmcG9IeVbgeicDamrvfcTytin1pyR1umctBpQLNJkxOwo/9GPz4jx8jHO8fhWrJ/RodJTKE5btYFQ+nqex/mm6rPK9UKqTTaXK5HKFQiLGxMfr6+lT9IyIiIiIAbGxs4DgOc3NzeDxHDIA0BpwWWPbFPvntFH/IHcpZfsoFnMcLfcPntyY5tlarRTabJZPJ0Gq1GBoaYmpqCq9Xke+z6CskInLBGGPY2Nigv7//6EDcGCgXoF52/27ZEBkAz5O3RB0WYm9twVe+4gbNB4/39BwvdI1G3arlQsGtNn9coeBuP85sm6dVsVcq8Ad/4B7rQx9y99nehq9/3X38t38b/vbffno4bHn9mNE5SK9Bo/bYRgsiMeiLPXuh5+is2tN0S+V5q9Uil8uRyWSo1+v09/ezsLBAMBjs9NJERERE5ALJ5/MUi0WuXbt2dCDerEMx614/AQR7IdR7fovsApZlYQYn3EKrYhZ4bPSgPwRDU1geRYgXhTGGcrlMJpMhn88TCoUYGRmhr69Pd0ucgL6jRUQumIMw8Km9kuuVB4E4uJXQxaz77v1jVbSPh9iO4wajlQoMD0OtBj4fxGLu9meFrgsLbpi6tOQe27YNfeE6Q70VLMvwxbUQN24EcByLr33t6RXJR1WxOw689577WKPhDvY0xj1WLOZWt//RH7lr/7t/98lQ99GK6AAL8/NYzcqDqnGvH8J9WPYRJ88ddFbtac6i8rydHq4KDwQCDA4OEo1Gj77AEREREZErq9lssrGxwdjY2NG9ko15NBAHqBbdqmf/+RdcmFYTynk3qPd43esR78Voa2FZFgyMYfpi7hpbDbfwKhTB6sDXSg73eFW4CohOR6G4iMgFUqlU2NraYnZ29ulhYPOQQSgHrVSsR5/3eIidzcLenttPHCCfd1uUDAwcL3S1bbe6OJVyA/RPf7TAtbESpbLF5o6XF2cL+IMl/ru/P0CpbD+1IvmoViwHaxwchETCrWJ/OCQeGoL9fff1/8W/gH/8j+Hg7rDDK6Itbt0Ks7h4+EDNw3Sq1Ui729OcVeV5OxhjyOfzpNNpKpUK/f39zM/PEwppor2IiIiIHM4Yw9raGuFwmP7+/qN3dJqPBuIHmvVzD8VNowaZjUfbOpZzmIFxrMDxr1HOmuXxuj3G5UKp1Wqk02n29/cJBoOqCm8TheIiIhfEwZCY4eFhenp6nr6zdcQvv0MefzzEDgTc6mvHgd1dCIXc0Prg9+lxQtfFRbe6+Hd/q0GPp8ZqykvAD2OxFrsZm2rZ8PL1MsV671Mrko9qxVKvQ6vlVoI3GgcV6e62YtFd9/6+W+3+a7/mPv6zP+t+/Mf/2A3Ew2H32F4vfP7zbrh+WFX5YTrZaqSd7WngbCrP26FYLLKxsYExhsHBQaanp9X3TkRERESeaW9vj1qtxrVr154+a+aoa6ZOBImFvcPnHOV2MMMzmpkjh2o2m2xubpLP5+nr62Nubk4FRG2kq08RkQtic3MTn8/H8PAxBpgEw24LlYdPrIK9Rw7bPAix33gDvvY1KN/rvDI+7oa9Y2MP9j1u6Lq4CK8sFEmnitRqFgG/4UtfD7CT9nBtrkGxanFnvfeJiuSbN2FlxQ3dI5HHW7G4x/b73f/OZt3WLr332v4Vi7Cx4QbVPh+MjLjh+Le+Bf/kn0Ay6R6rUnHDdGPcULyvD95/3338f/lfHlSVH6bTrUaebE/zYJvjuGtYXHT3O452V56fVrPZZGtri3w+z+joKIODg7oIEBEREZFjqVQq7OzsMD8//+w2e7YHAmGolR99zH++ldnGOFCvHr7RabmV677Aua5JLjZjDPv7+2xtbREOh7l+/Tp+/8VotXOZKBQXEbkAisUi+Xz+2dUOB2wP9A25J3jGuD2yn3ILoDEOH5pL88G/XSKVNPyTX4zwzXd6ufFSkNhDcyZPGrpatkVs0A3m0xmb1IaP8dEmlvXonYoHFclf+hL83M+5ld4HFdgH4fvt2w9CaMu61w3GuIF2o+EeI512q8ht2w3KbdutCH/5Zbca/M4d9zHLAo8HbBp4nDpWsUa4WWT5T6r8kx/7Gn/+Z6K88Jc+hRXpf+TzuQitRh6v7H84mE+l3NYxt24d//XbXXn+vBzHIZvNsrOzQzgc5tq1azqxExEREZFjM8awvr5OLBY7frVsKAJen9t+0rLdkPwpJ9KmVob8HqbVwLJsd8hkdPhsZxF1uEDEtJqYt76K84XfhbVl92vlD2K98Ar2d/8ozL+kIpZzcjBAc3t7m3q9zsTEBNGzvlC7whSKi4h0WLPZZH19ndHR0ZOFhLbHPcl7CtNqwl4Ks7cGzTqbuwHefKeXWKDJWE+Tlds+UqEAo/Eeenqsk4eugR4opAGo1ixqdQgF3TQ8W3z0RLVUgnfecau1X3nl0aDXGJiYcPuIr625Ie1nPuNWhd+54z7e3+/u7zju9sFBt3L8oB/69rbbcsXnA4zDWHgP2zRotbxUWz4wBsex+Upiit5/8xahr/8Gkz/5A9g/9Jfun+Q9q9XI1JRbaf+rvwof/ODZ9Rl/uLL/zp0HX5PFxZO3cGl35flJ1et10uk02WwWv9/P1NQUkaPK1kVEREREjrCzs4Mx5nh31h6wLDfY9j89RDeFDGYnAcXMwRNxr2oM2B7M0CTW8DTWc1R0W5aNebxi/YDH5/7pELN6h9Yv/T+gmHPfNDi4E7lWwbz1VVrf/jKMz+D5D/8rrIHY0w8mz81xHHK5HOl0mnq9zuDgIDMzM8++G0JORaG4iEgHtVotEokE4XCYwcH2DjQxjRrm7pI7YR3Y3PXze18YJFvwMjtZY2yozlt3e7iTaPH2N1r4I3185gcsfvqnjx+6Wl4fJjIEhTSBgMHng0rVomH87BUenHg6Drz1lhtav/zyg4rlhyuwR0bcKvJC4cFgyzffhH/2z+D3fs8Nb+t1NxyPRt1w/aAfejLp/t2yoNVymI1s4aFBtRUg5K3h8bQoNMIMhNIEPE02iwMsbc0w/ge/AqU89k/9LJZlPbXVyNaWG+qvrLjtVcbGjt9n/HmGdi4uum8enHbYZ7srz4/DGEOxWCSTyVAsFolEIszMzBAOh1VlIiIiIiInlslkSKfTzM/Pt324oNlJYDbff/zRB//ptGA3icluwcJHsILPmP90mEgMGuvusQ5YFkRHOnZ+bJbfpvWL/8C9WIEne54fPL6dovVP/2s8//l/r2C8zRqNxv0CIq/Xy9DQENFoVGH4OVEoLiLSIcYYUqkUtm0zOTl5qpOhx0PX+dkm1t0lqJbuvRZ8850I2YKXa/EKlgX1hpdw0CHW36BRt8HKAf0nfm2rpx/jDzEUKhLq9fL7XwgyOePHth98Pum0W+08OemGsA87aK3yne+4//3qqw+2LS7CL/wC/MZvuL3AP//5B/3AD0LpsTG3CrrZdJ8fssv0eQtkaxH8dgPLAh8t8k6YHl8Vr+0wGCySzMfIVHsZ+uLvY+LXsF79/iNbjWxtwVe+4n59w2F44QW37/lx+oyfZminbR9v+OWzQvd2Vp4/S61WY3Nzk0qlwuDgIBMTE/h8nat+EREREZHuls/n2draYmZmhmDw6JaRz8PsrR0SiB+hWccsfwNe+BiW72TrsLw+TGwaqgW3h7jHB6HI2bZleQpTKtD6V//Dg56VT+M4UC7Q+lf/EM/f/UcqcmkDx3HY29tjb2+Pnp4e4vE4PT09+tqeM4XiIiIdYIxhY2ODZrPJ3NzcqaodDgtdv//De/z5j9aZGHZPcDI5L4mtIOOxOpbl/v0b70Qolj0M9TcZ7GuyX/Cy9LUga2tB/rP/zK0mPm6FsuULYEUDfPR74AvffLIi+e233bYmD/fpftiRwx6NwW7V+ckfqvLnP+PwT/9ZgN//nJ9I1Eur5Q7Z3N93A+FGA2zLIWg32CgOYlvg9TdpGZtSI4DPbhILFfB5WvT5y6SrfVSbPsDC+eNfx/ro97GwYD3RasRx3K9tuex+DuPjMDzsbntWn/HzGNp53NC9XZXnRzHGkE6n2d7eZmBggHg8rgoHERERETmVSqXC2toak5OT9PQ8R4X2U5hmA7PxnZM9qdnAbC5jTX/gxK9n2TaEz6g/tNNyh3m2Gu7ffUF3eOcRIav52h9BvfbsQPz+8R3YTMDdd2Dh5TYt+mqqVqukUiksy2J2dpZw+HwHv8oDCsVFRDogk8ncH6x5muDwsNC1WHDIbJb53T8d4kc/nWZ8uE615qFWtwkFWhgDd9dCFMsexofr94daWkX4rpcz/P5XJ/i5n3MrsGu1k1U2H1WR/KEPua1OjjqPPXTYozFuJUWjBoAH+L5PGt66Db//xxZ7aQ/GPKgQ9/mgx1tmomePrdIQpYb7K87vaeIYm6neXYLeOsPhPB7bIeBpEPQ2AAM7a7B6B3vuxSdajTQasLnpfoxG3a/FQZB8UOV+544bNj9c1X0eQztPGroft/L8pFqtFuvr65TLZebm5nRiJyIiIiKn1mw2SSaTDA8Pn82wwczG8UPh+wzsb2MmXsDyXpC7IZt1KD9WXdRqQL0MPf1ur/CHGMdxh2qe9HO3bZw/+x08CsWf2/7+PhsbGwwNDTEy0rnWOeJSKC4ics5KpRJbW1vMzs6eqq3EUaHrzGiBa30F3k+F+OY7EcZiaYKBFgG/Q6XmwTGwm/UzEG3eLxyoN2z8PkOvt8De7ijZfQ9TUzA/f/LK5sMqkufm4B/8gxMOe2zU7gfiAJtbNn/0eR87ex7mphvUapDJemg23ZYqfX0wZOVxjIfBQI4900fDsfFa0B8sMBbJEQlUmYtus1Ua4MbgBoNBt986to3z3pt45l58Itjf3HSrxGdn3X7oY2OPfr5HVbk/a2jnUWH6cZ1H6H4c9XqdRCKB1+vl2rVreL06tRARERGR0zHGkEwmCYfDxGJn08fa7K095xMNZDdheLq9C3retVTyh29zWm47zdBjA5Oyu7C/d/LXchzMd948+fMEYwzb29tkMhni8TiRw4ZYybnTlauIyDlqNBokk0nGx8dPffvfUaFryFsFYDxWJ7EVJJPzMhhtMjNW5d1EmIFIg0bTIuA7GKgC2byXyeEaexk/HqtFb6+HUMgNm08SsppcGjZWYDPBfHrbrVqwPVjv9PBXX75O9u4LvPXtIaamvc8e9tioPDiuga8veXj7XS9DQw4vv+TQF7X491/w4PW61eKOA9fHM4SaWRL5YYrNOvlamF5flXhvmpnILpO9GdKVCIOhIh8eXXlwN6FlQfXBNPiHg/3bt+EXf9ENxQ+bhXpolTs8dWgnPKVlzDGddeh+HNVqldXVVfr6+hgfH1elg4iIiIi0xebmJo7jnHr20lGM04JG9TmfbWGqRZ53VaZRg80EZjMBW0lMpeQOufT5sYbGsMZnYWIOq2/gmceiWX96xXejCsHeR9uoPHTdc2L15/2aXV3GGNbW1qhUKiwsLBAIBDq9JLlHobiIyDk5GKwZiUQYPCxdPaGjQlcbN+wOBVpsp/1Uax4sq8mHXyqwnfGzthNwiwZqNrbtBuK94RajQ3VuL/fS0+PQLLqDJO8f8ykhq2k2MO9+A/PVP4S15QdPcAwHU9uNbXPd+TP+y/E+vsYCX9n4OCutG5hQH4uL8OM/Dru78Eu/5Pbs/sxnwPvQZPZM1uKdOx4cxzA4aPDYEOkFj8cNpFst92vRcHz8xWtLlBt+8rUgb+7MEPLWSFejJPLDbJejvDi4wQ/M3Ga8d/+hTwLwPzos56DVyMKCW+G+tAT9/cescocjh3YeOCpMP66zDt2fpVQqkUgkiMViDA8PKxAXERERkbbY399nf3+fa9eunWr20lM5zimebJ7r+WZnDfP1P8YsfcENsy2L+70sASwLY1mYg7/P3MD+2A/AC4tYniPiu4eumY5+YQesh1p2+k4Ryl6UljFdwnEcksnk/Vlip7lTXNpPobiIyDnZ2trCcRwmJibacryjQteWcU94KjUPAb9DMOCeKI0P1/nsp9J84+0IW3sB7qZCjA3XmRquMR+v4BiLesOiWPQQiz0Z5B4Wsprl2zi/8S+hsP9o9cHjJ4n3/j4eyfHne7/BJ6vvUWt4sF76CF/w3eLv/b0wKytQr7th/Nwc/A//Vx+f/GgdgGrVolSywYKA3y2GaLXcgLrVcsNxgL16lKZjM9G7T8sMYlkWU31ZXh1fwWM5tIxNoR5iaXuO0Z7cg2DcaWFNzR/6dbZtnugz/swqd9yQ/PGhnQ9/OY4K04/rrEP3oxhjyGazbG5uMj4+3pY3eEREREREwL0TcWNjg6mpKfwPV+m026kGwltwVEh9CFMu4PzuL8NbX7lXPHRwx655tMr78b8n38NJ3IHoEPZP/izWzI0nD36cNw0e6ynO4DAEwyevGLdsmDz8mkmeVKvVSKVSeDwe5ubmTjVLTM6GQnERkXOQy+XIZrMsLCy0rdrhqNC1UO+FHtjc8/PiTJnBaPP+c8aH6/wH35tmbqrC7/7pEOWqzXy8SjjYYifjYyfjp2m8jwyTPPBwyGrqNZzf+19h6fMPwvBjDmqxLIiFChCCb37tPX7jz95kc+8logNRenqgVIJ334X/8r8J8/o/bPHhD7UIBg09PQ4YD7U6hIKwn/cSCrn7H7zhXrBieLwWjoFvbs0R8DT40HDikc9lzOR4f3+Mb27PMdbzTXf5vVGslz565JqPGiC6uHj0ANLnDdOP66xD98e1Wi0KhQLpdJpGo8HMzAy9vb3tObiIiIiIXHmtVotUKsXg4CB9fX1n+lqWZWPC0ScHVB6Lweo9RmsTwHxnCefX/2eo3msNeZIKc3Nv33wG55f+EdbHfhDrz/2lRwd8egNAkYM7dJ/gDTxavARYXh/Wx38Q86e/deL12J/67PH3v4KMMVSrVTKZDPv7+wwODjI2Nqa7ai8oheIiImesUqmwvr7O1NRUW/uHHRW6rmfDVHcHiI8U+fBLhUfOgYyBTM5LtLfFZz+dZmU9RHIryE7Gj8/rMDDkZdSyGBl58BzHcYc5vv02fOhDMDtexvnX/y/YXH1w0OfgOPAb7yySqwT46fl/z3tmkR3i9Pe7n8d7d7384r8O8U8/WGRgwPDSjRbvfMdLJmtRq3soVTwMDbktRPJ5NxgfHvWy23uT1dQmtZaPT07ceSJ0tiwY78mSzMfIVHsZCpewv/tHsJ7xzv1hA0QXFp4eaj9PmH5cZxm6O45DtVqlXC5TqVSoVCrU63UCgQADAwMMDg6e3a2sIiIiInLlGGNYX1/H6/UyOjp6Lq9pDccxiecIxT0+iA4/czfn63+M+e1/DVgcGVofx73rLfO1z2F21rD/ymtYB60fLcsdpHnYsE3LdvuJH8L+5A/R+vxvHn8NlgU9fVgf+PhJV39pGWOo1+v3r5fK5TLVahXLsujr62NhYYFgMPjsA0nHWMY8Z5ohIiLPVKvVuHv37v2+y2dhaelB6FqtuqHrJ1/J8Bc//hbjw/X7+23u+vnmOxESW0FqdZuA32F6tMrcVIW+3hbBgGGj5+O8/gsB0mk3ZC2V4K233DDX54MP3GjwN+L/lk/HvsZEb/ZU634vPczP/+FPMRQuMhB0KyfecT7CLpMA7O9DPm/4//6rGtFwnbt3Db/5ez7+7EsBylXP/aGXW1tQLEK0r8WHPlBjfLjJK4XfZHfPy4eGV/HYT/6aazkWq/kR/sKLX2bq5jCe//i/fbTios0c52Rh+kkc9v//jRvHC91brRa1Wo1arUa1Wr3/341GA4/HQzgcJhQK3f/j9eq9dBERERFpL2MMGxsblMtl5ubmzu2c0xgH8/a9/t4nYI3NY43OPXUfZ+lPMb/xL0+zvCNe3ILpF7D/2s89ev3SakK9Aq0GYLl9w/3BJ1qnGGOgVoJmE2fpzzC//q+O95q2jec//nmsuRfb+ul0g4Pw+/FrplqtBkAwGHzkmikQCKgyvEsoFBcROSPNZpPl5WWi0Sijo6Nn+ovx4dA1EsGtJth+nwE2GIo22drz87tfGCJb8DIeqxMKtKjUPGzu+envbfLZT6eZ/NiLWNHh+yHrl74E77zj9uyemICbN+Fm609o7WwxGCrx2eu3GY88/xTHr69P83//4z/Pi8ObeO8F1w42X3e+jwq9NBru64+PQ7ns9hsH95zM43lQoD4Sa/AzP7TBf/DhZQZ6awT9Dq1Gi1/+n+qMmDXC/jr2Y5UZ+XqQfC3MT/1wgcn//G9jBUPP/XlcBMcJ3R3HuV/JUC6XKZfL1Go1PB4PwWCQQCDwyB+v16uTORERERE5c9vb2+zv7zM3N3e2fcQPYcp5zPtff9Cq5Fl6B7DmF7Ee79P98DG3Uji/+N8d/5gnZVlYn/hh7D/3l4/9FGMM7KYwG+9B+UFVudnawnz5jx8d+PnYa+EPYP+t/xL72s02LP5iM8bQbDbv3zV7cOesMeaRa6WD6ye/369rpi6mUFxE5AwYY1hdXcXj8RCPx8/tF+XDVcO1quGlyW0++eIW6ZyXvX0/1+KVR1qAGwPvJcL4Y8O89l/33w9Sm034uZ+Db30LXn7ZbcURrSV5YfNXMQbez4zwYmyLH33h24+3qDu2wyrFHaBIP0vOp1hZsdnchL4+mJrifr/xnR23Gvov/AX4/k9V+FjkC4z0FLGsB7/OjIHf+sIIb77pYZpV+sqJ+9scA18pvsrwK7P83X84h8d7eduAGGPu97Mvl8tYlkUwGCQcDt+vAtcEdBERERHplHw+z9raGvPz8x1rNWFKOczKklttfah77U+iw1jTH8Cyj267aFpNnP/pv4O9zbMLxe+x/4//NdbUtWfuZ4zBrN6GzfcP314qQK6EefNLD3qfgzvg81M/ivWx78fqOdse751WrVZJp9MUCgWazSZ+v59QKERPTw/hcFjV35eU7oMWETkDe3t794cRnmcg/vrr3G99EolY5Atj/OLv9FPar/AT37vzSIDddLxsV2NsOoNsftvHjy3D9evutpUV2N11e2gPDIBlWszu/jsMFpZlGI/kSOaGyFR6GAqXnmu9CwO7vBjb4usbM0RH17At93TTUy/B/iYbG5NYFrzwAhwUjBz0G19ehq9/Hf7Rf/g17OKTg2UsCz76Yo6d7BhvbX839ciP0x8sUirZvL8ZoT8e5K/8jRMNje86xWKRzc1NHMdhaGiIiYkJVTKIiIiIyIXRaDRYX19ncnKyo72XrZ4ovPQpyG5h9lJQKz+6Q3QYKzYFPf3PPJc2X/53sLt+hqu9x7Jxfu1/xv47/7enVq0DkN06MhAHsHoi0NuH9aP/FKtUhHoVQmEYGMG65HOEms3m/TsV+vv7mZqaIhwOa37SFXGJ4wARkc6oVCrs7OwwNzd3br9MHcetEE+n3TYnBy87MADlsSBf/kaQuqePH/6BOl7boWk81FoBwCIYdntR5x7qhJLLuY9FIu7f+8t38TeL97eHvHV2mn1Um89fZWzb8BMvfZPE/hDf3p4iFi6yU+whsR9jsxDBGINlWayuui1UDtbi8cDICGyt1Vl+p8L1+OE3PI3HavzoJ7cYebfGv/z8ONnCKD098NGPwk//9OmGXF5kjuOwtbXF/v4+IyMjDA0NKQgXERERkQvlYLBmb28v0Wi008vB8nghNgVDkw96c1s2+ILHnj1knBbmy79/xiu9/2KQ2Ya7b8PC09uamI33eeawTwOk17GmX2rnKi+0YrFIKpUiHA5z/fr1c2/dI52ntz5ERNqoVquRSCQYGRkhHA6f2+suL7stU+LxJ3tJB4NuoLy55WFjN0Sp2UOtFcQ9MYJCwd3n4XPRaNR9rFBw/z6c+xaGB8Fqpekn4G0S9Daea73GQLrcw3BPkb/54S9wfXCTpc0439qaoVAPMd6XJeCpY9uQzUIy+WAt4LZSCfvr5ErPfm/XsgwDoeL9HuSXOR9uNpusrq5SLpe5du0asVhMgbiIiIiIXCjGGDY3N6nX60xMTHR6OY+wLAsrEMYKR7FCkWMH4gC89yYUn3/m0onZNs5XP/fUXYzjQH6Ppwbi7p6Q2Wzb0i4yYwzpdJpEIsHY2BgzMzMKxK8oVYqLiLRJq9UikUgQjUaJxWLn+tqPV3Y/bGAARkfh/ffdfR7mOJBKuVXTCwsPHl9YgBs33JYssd4SkerG/W3GwGYhyosxd+DmSW0WonxjfZp39sYp1QP0+Gr0eOtM9mWIRzNM9mUxxiJXi5BpBGi1oFJxq+B7etzQv1SC3kCLvp6j+v7B5l6A3/3SKNmCn9npOqMLbrC+tOR+zq+9drmqxSuVCslkklAoxNTUlG75ExEREZELKZ1Ok8/nmZ+fx+M5uj93t3Fuf9mtLj/jXuIPXtCB997EVMtYwSMKsk6yFqfVnnVdYI7jsLm5SaFQYG5u7lwL2eTiUSguItIGxhhSqRR+v5+xsbFzr859uLJ7YODRbbYNk5Owvg6rqxAOu+F5oeCGw0NDcOvWoxXmtu0+lkpB4vY+10IBQt46laafzUKUwVCZD08kT1x1vVmI8r+9+XHe3hnHwQYcKg0/y5lhwOLDEwmGwmUcA+ORfba3B/H53PO9UskN9QMBd9jmi6/CtcnDQ3lj4Jvf6Sdb8HNtqsh3KtM0Wu7XJhqF27fddjOvvPJkZX032t/fZ2Njg1gsxvDwsKrDRURERORCKhQK91tNXrrq3LX3zy8Qv8/AVhJmXzx8s+0Brx+a9Wccx4JQb9tXd5E0Gg2SySQACwsL+HzP3wpULodLEAWIiHTe1tYWjUaDeDzekUDyoLI7lXID5Ic5jhsm/8iPwKc/DXt78M477sfFxaMrpg+2fWIuSbbq9vrOVcO8GNviR67fZjxyslsDjYE/XH6RL6/P0TIWA6ESY715+oJV6i0ve+UIG/koBrAt+OBoCq+nRaMBrRY0GrC/77aKiUbhp/8PvaRLYdZ3g6Rz/vvtUQAyeT+JrRBjgxUaxk+h9WBaum27bWbu3HGP1c2MMWxtbbGxsUE8HmdkZESBuIiIiIhcSNVqlVQqxcTEBKFQqNPLaStTKUI+e/4vbFmYzcRTNlswOgs86xrBYI3OtnFhF0u5XGZ5eZlgMMjc3JwCcQFUKS4icmqZTIb9/f2O3v73cGX37dtu6Pt4Nfh/+p+6ldHLy267lWjUDdOfVim9uAg3v//bpL/+NrWGh6C3wWCo9Fx9udPlHr6UWsBrtZjoy90/Levx1egLVNmvhFnJjnB9aJewr8F4b54XZyu8t9ZLpQL1OpTL8OKL8KM/Cu/e8fCV9Y8Q79kg4HOYGavw4Rf2GY/VqNZtanWb8FCL1do8j58ERiKwtvbocNFuczCcqFwus7CwQCAQ6PSSREREREQO1Ww2SSQSDA0N0d/f3+nltF92tzOva9nuwM2n7TK+gNlJQKPO4b3FLYgMwsDYmSyx04rFIslkktHRUQYHB1VEJPcpFBcROYVMJsPW1hYzMzMdDyUPKrvfeMOtgl5bc1uqLC66gflBNfj16yc7ruU0iIUKcMpijq1ilN1SH1PRzP2IulAPsFXoo1QPUG15KRSCvLU9zksj2/T6a4zEmuTqUKvBq6/C3/k7bsD/C7/g9hiPx4exow2i1jrvJCJspQN89pPbBPwOPh98O71AM/Rkf/fDhot2E8dxWFtbo1arqdJBRERERC60RqPB6uoq4XCYkZGRTi/nbDSe1Z7kjBgDzcZTd7H8Qbj5PZi3/wxqZdyCIfPgYzSGdeO7LmVYnM/nSaVSTE5OXs43Y+RUFIqLiDynvb09dnZ2mJmZoaenp9PLAdzg+6TV4M9i2R6MZfFIf5LnZIzBunecQj3A3cww1aaP4Z4C1aaXzWKUVG4QsJkZ2COV9dJsuoH43//77uf29/++G4jfvOl+XmkzQZ4Yg7Ed3k+2+KO3evirf93D/pdn+cY3fff3O3DUcNFu4TgOyWSSVqvF3NwcXq9+lYuIiIjIxVSv11lZWaG3t5eJiYlLGbwCbu/uTrCO99pWKAIf+WHIbmHS626Q7g9hjUxjRQbPfp0dsL+/z/r6OvF4nL6+vmc/Qa4cXUmLiJyQMYbd3V3S6TRzc3MXrh+ebZ+8Gvypwr33pqifbhr5WG+Okd4C26U+Znxptgp9VJs+BoJlAPqCVby2Q6ynwGaxj2IjQCDi5Xt/yG39srgI773nVsHH448G3Q3jZ7s5RTEEv/Ut+MRfhB//KVhJHt1O5vHhot2g2WzeHw4zOzvbsXY9IiIiIiLPUqvVWFlZIRqNMjY2dnkDcXCvmTrCgtDxCrQsy4LBcazB8TNeU+el02m2t7eZnp4mEol0ejlyQSkUFxE5od3dXTKZDHNzcwSDwU4v5+yNTYNzukAcYChc4hPxZX7rzodIZGOkyxHCvioNx0OhFsBrt/jM3Dt8ZDLJRiFKphrlz/03L/BDP/QgvM7l3KGhR53XPNwr/NVXj9dOplvU63USiQR+v594PI7dbYm+iIiIiFwZBxXi/f39jI6OXu5AHGBwBLy+Z7YyaTunBeMz5/uaF5gxhu3tbbLZLLOzs4TD4U4vSS4wheIiIieQyWTY29tjfn7+agTigDU2c+g4lhMfx4IfXHiX3XKEr63NUqgFMRgsLCzL4YWhbRYn1ogGq/T663wjP8rQ0KPV3NGoG2wXCjAw8ORrPN4r/CzayXRCpVIhkUjQ19fH+Pj45b+oEBEREZGu1Ww2WV1dJRqNXo1AHLAs2y0mWls+/9dWKA64bSbX19epVCrMz893fOaXXHwKxUVEjimfz98fqnlVAnEARibdW/IqpVMfajyS46988KuM9eT4lbdexbYMfcEqU5EMC0O7DITcViqVpp9KcOSJQZgLC3DjBiwtuQH3cXqFt72dzDnL5/Osra0xMjLC0NDQlbioEBEREZHu1Gq1WF1dJRQKXf6WKY+xFm5i1u+2ZRbTsUUGYOCSDi89gYM2k8YY5ufnNXdJjkXfJSIix1AqlVhbW2NqaurCDNU8L5bHi/XR78d84XfAOKc+3ngkx8988KtYFry7O871oW36gtX7242BjUI//R+be2IQpm27rU9SqcvVK/wwxhjS6TQ7OztMTU1pOIyIiIiIXGgHA+G9Xi+Tk5NXKhAHsD78PZh//+vn+IIW1sd+4Mp9nR9XrVZJJBKEQiGmpqbUZlKOTd8pIiLPUKvVSCaTjI2NXdlg0vrI97W14sG24fvmvsPMQJrtUh/FeoCWY1GsB3gvM0YrOsZP/IXQoeH24qLbK3xxEfb24J133I8PP97tjDFsbGywt7fH3Nzclf2+ExEREZHucHD+2mq1ruz8GysyADc+DNY5fe6WjbX4PefzWhdUsVjk7t279Pf3X9nvO3l+ljHneV+HiEh3aTabLC8v35+YfpU5v/fLmK9+rq3h+GYhyjc3pknmhqg1vfi9TeL9+8z9J3+NVz499PT1ON3fK/wwzWaTVCpFq9Vienoav9/f6SWJiIiIiDzVzs4O2WyW+fl5fD5fp5fTMWZ3A+ef/7x7sXLGrE//GPZnfvrMX+eiSqfTbG1tMTExwcBhA6dEnkGhuIjIERzHYWVlBb/fz9TU1JW/Lc3Uazj/7L+FfOapwbgxkKn0UG36CHobDIZKPO1L9/j+Qz99C8/HPnMGn8HFV61WSSaTBAIBpqam8Hg8nV6SiIiIiMhT7e/vs7Gxwfz8/NWavXQE5wu/jfncvz27F7BsGBzF/o9/Hst79d6AMMawublJLpdjenr6yrU3lfZRT3ERkUMYY1hfXwe4kv3wDmP5A9i3/iOcX/pHYODe/zzi8crvgLfJdDTNhyeSjEdyhx/XgqFwyf2PuZexX/2+s/1ELqhCoUAqlWJoaIiRkRF9z4mIiIjIhVcul9nY2CAejysQv8f65I9gvvMtWL/blplMjx0dbBv71n90JQPxVqtFMpmk2WyysLCgu2rlVFQpLiJyiL29Pfb29lhYWLjSt/8dxrz7DZxf+f/cqxZ/8CtksxDld9+7SbYSZjySI+StU2n62SxEGQiV+ez120cG41gWTMxh//X/AssfONF6LkMblXQ6zfb2NhMTE/T393d6OSIiIiIiz9RoNFheXiYWixGLxTq9nAvFVMs4v/QPYWejfcG4ZYFlY/+V17AWbrbnmF2kVquRSCR0V620jUJxEZHHlEolVldXmZubIxwOd3o5F5J571s4//afQasJjoMx8Dvf+SDv7o1xbXDnkXYpxsD7mRFejG3xoy98+/BWKgs3sf/i3zlxIL60BG+8AXfuQLUKwSDcuAG3bnXHwE1jDLu7u6TTaWZmZvT9JiIiIiJdwRjDysoKPp9PrSaPYKplnP/tn0LyO6c/mGWD34/9l/9zrNkXT3+8LlOtVlldXb0/60vfb9IOCsVFRB5yUO0wPDzM0NDTBz1edSaXxvn1fwmr77BX7uVXbr9KNFim1197Yt9iPUCuGuYv3fyq2yoF3BM7jxfrh38G6yPfd+ITm6UleP11SKchHodIBAoFSKVgaAhee+1iB+PGGLa2tsjlcszOzup2UxERERHpGltbWxQKBRYWFrC77TbNc2QcB/PVP8T84a+4FeMnHcBpWW6V0fVXsH/sb2FF+s9knRdZuVwmkUgwNDTE8PCwAnFpG/UUFxG5x3EcUqkUPT09DA4Odno5F54VHcL+638P8+0vUfz1L1Bregl6m4fuG/LW2Wn2UWn5gZIbhr/y3Vif/jGs/pPfauk4boV4Og03bz5olzIw4LZQuX3b3f7KKxezlYrjOGxsbFAqlZifn1cvPBERERHpGrlcjkwmo0D8GCzbxvquH8JcewXnT38T3vryg2D8aTWqtu3uNzaD/d2fhZdevZJh8MHcpdHRURWtSdspFBcRwa3a3djYwBijwZonYFkW1iufxAl+gnfe3MP4v8OYJ0W4nsYyrfv7VZp+8PrwzL2I9eoc1gc/iRV8/lYhy8tuy5R4/MnQ27bdx+/ccfe7fv25X+ZMHAyHabVazM/Pq2e9iIiIiHSNSqXC+vo68XicQOBkrQ+vMmtoFM9P/izmh34G8+afYVbfhY27UCo8uqPHC2PTWFML7jXT+ExnFnwBZDIZtra2mJycJBqNdno5cgkpFBcRwR10WCwWVe3wnBauWUy8NMy/Xxrm5k3wWC18zRKWaeAYm6V3Q3zwI0Em/pP2VG7ncm4P8Ujk8O2RCKytuftdJPV6nUQigd/vZ2ZmRt9rIiIiItI1Go0GiUSC4eFhIkediMtTWeFerE/8MHzihwEwpQJUS25VuM8PfYNYV/wawRjD9vY22WyWmZkZenp6Or0kuaQUiovIlVcoFNjZ2WF2dlZVu8fkOG4Vdi7ntitZWHCHW6ZSbuuSeNxDJNJHoXivx3fM3d6u87to1B2qWSi4LVMeVyi42w8KCkyz7g4F9Yc6dhfAQS+8/v5+DYcRERERka7iOA7JZJLe3l5isZO3P5TDWT0R6LkYbzAY40CtAr4AlqczcaHjOKytrVGtVpmfn9fdCHKmFIqLyJVWrVZJpVJMTEwQDj9/O4+rZGnJ7dd9545brR0Mwo0bbuj92msPtq2tudsWF91t7Rx6ubDgvubSkht8Pxy2O44bxC8uuvuZWhl2Vt2NvYMwMNa+hRxTPp9nbW2NkZERXUSIiIiISFcxxrC2toZlWUxMTKi44xIyxsBOAuoVsD2YsYVzD8abzSaJRALLspifn8frVWQpZ0vfYSJyZR3c/heLxejv7+/0crrC0hL8j/8jJJMQi8HICPh87uOplBuK//zPP1lF3u47AG378cp0t2VKoXCvMn3oQWW6qZUfPLFabO9CjiGfz5NKpZiamlIvPBERERHpOtvb21QqFbWavMyMcQNxAKcFjZrb3/yctFotVldX8fl8xONxfZ/JubCMedq4WxGRy8lxHFZWVvD7/UxNTana4RgcB/7234Y/+iPweqHVAo/HDcdfeAF2d93q7J//+faH4Ed5WtX6QWW6adZhexWcJgyMY/Ue0m/ljBQKBZLJpAJxEREREelK+/v7bGxssLCwoFYWl5zJbEBpH/whGJnBss7nou4gEPd6vQrE5VwpFBeRK2ljY4Nyucz8/Lx+6R7Tr/0a/N2/6xYRxGIQCECtBvk8hELw0kvufv/gH8D16+e3rsP6mz/+f6kxBow516E15XKZ1dVVTUsXERERka5UrVa5e/cuU1NT9PX1dXo5cg6M44BlnVvRmOM491umTE9P69pczpXap4jIlZNOp8nlcrr97wSaTfjlX3aD5+lpNxC3bTcMDwTcKvFUCibGWpTyDhgvnNOJlG0/O4S3LOvc1gNQr9dJJBKMjo4qEBcRERGRrnPQ3zkWiykQbzdjoNV0L2RsT6dX84jzLCIyxrCxsUGr1WJubk7X5nLuFIqLyJWSz+fZ3t5mZmYGv9/f6eV0haUl+Bf/Aj7/ebdFSSIBvb1u3+5IxD2X6+sD2zT42AfLxKNlyHmgb+jCneSdB8dxSCaTRKNRhoaGOr0cEREREZETOWhnEQ6HGR4e7vRyLhenBfk99yNATz8Ewh1dUqdkMhmKxSILCwt4PFfvulE6T2/DiMiVUS6XWVtbY2pqip6enk4vpyssLcHrr8O3vgV+PwwMuO1KikXY3HQHWwKEgg79fQ1GRxwGB4zbv7ta6ujaO2VzcxPLshgfH+/0UkRERERETsQYQyqVwuPxMDk5qdlL7VYpPAjEwe3hfQW7GpfLZba2tojH4/h8vk4vR64oheIiciW0Wi1SqRQjIyO6/e+YHMcdYplOw8svQzjs9uwOBt3t1aq7rVSCnW1Df5/h1cX6gy4lxunY2jvBGMP29jb5fJ54PK4LCBERERHpOru7u9TrdfV3PivOYddIVysUr1QqJJNJRkZGVKwmHaWfcCJy6RljWF9fJxAIqJ3FCSwvw507EI+7rVJiMbe3+Pj4g7Yp2azbZxzb5uOvNnnpxkNVD/5Qx9Z+3hzHIZVKsb+/z9zcnFrziIiIiEjXKZfL7O7uEo/H1c7irDzeKsUXBOvqRHO5XI6VlRWGhoaIxWKdXo5cceopLiKXXjqdplwuc+3aNVXvnkAu51aDHwTgN264j5XLMDzstlLZ3YXBQbh50+J7frgPO+wB0wJfCHxXIxhutVokEgkAFhYW8Hr1q1VEREREukuj0SCVSjE6OkoodHWKW86dPwiRIWhU3flLgatTKZ1Op9ne3mZqakp3b8uFoCt3EbnU8vk8Ozs7zM7OKqw8oYNWKYWCG4CPjcHHP+5Wj+/tueG41wuf+AT87M/C4qIF9HZ62eeq0WiwurqK3+8nHo/rFlMRERER6ToHg+J7enp0Z+158AXcP1eEMYadnR0ymQyzs7OEw1dzsKhcPEqIROTSqlQqrK2tMTk5qV+8z2Fhwa0OX1pyA3LbdoPxkRG3l/jbb8OHPgT/+B+74fhVU6vVWF1dpaenR0OIRERERKQrGWNYW1vDsiwmJiZ0TittZYxhc3OTfD7P3NwcwYMBVSIXgEraRORSqtfrJBIJYrEY0Wi008vpSrYNt265/cRv33b7hzebbguVzU24ds2tEL+KgXixWOTu3btEo1EF4iIiIiLSlQ4Cy2q1qsGa0natVotkMkmpVGJ+fl6BuFw4ljHmao25FZFLr9lssry8TF9fH2NjYwosT2lpCd54w22bUq26LVVu3HAD88XFTq/ufNVqNdLpNNlslvHxcQYHBzu9JBERERGR53LQ0mJ+fl6D4qVtHMdhf3+fvb09/H4/U1NTamUqF5JCcRG5VIwxrKys4PV6icfjCsTbxHFgedmtEo9G3dYqV6mQpF6vs7u7y/7+Pn19fQwPD6vSQURERES6Vj6fZ21tTRW80jbGGLLZLLu7u9i2zdDQEAMDA7omlwtLobiIXCqbm5v3b8/S7X9yEsYYKpUKHo8Hv9+PZVk0m012d3fJZDL09fUxMjJCIHB1huKIiIiIyOVTq9VYXl5mamqKvr6+Ti9HukytVsNxHPx+Px6PB2MM+Xye7e1tAEZGRohGowrD5cLT/Qsicmnkcjmy2SwLCwsKxOVE9vf32d7exnEcHMfBsixCoRCVSoVwOMzCwoIqaERERESk6zmOQzKZZHBwUIG4nEi9Xmdra4tCoYBt27RaLQKBwP1iopGREVWGS1dRKC4il0KtVmN9fZ3JyUlV8sqJ7O/vs7Gxwfj4OP39/YD7/VQqlRgZGaGnp6ezCxQRERERaQNjDBsbG3g8HkZHRzu9HOkirVaL1dVVQqEQL7zwAj6fj2azSalUotVq0d/fr8I06ToKxUWk6zUaDVZXVxkaGiIajXZ6OdJlMpkMo6OjDAwM3H8sGAyqMlxERERELpXt7e37rSZVzSsnUSwWsSyLqamp+987Xq9X19/S1fQ2joh0tYN3rHt6ehgZGen0cqTLGGOo1+u6u0BERERELrV0Ok02m2V2dhafz9fp5UiXObhm0pspcpkoFBeRrraxsYHP52NyclK/oOXECoUCAOFwuMMrERERERE5G+Vyma2tLWZmZlQMIidmjCGbzRKJRDq9FJG2UiguIl0rn89TLBYViMvTOS2oV6FRA2PuP2yMYWdnh1gspv53IiIiInIpOY7D+vo6w8PDKgSRoxnjXi/Vq9BqPrJpf38f4P78JZHLQj3FRaQrNZtNNjY2GBsba9vtf44Dy8uQy0E0CgsLoKy0yzVqUMw++Lvtgcgg2B7S6TSO4zA4ONi59YmIiIiInKHd3V0sy2J4eLjTS5GLyjhQyEKr8eCxcB8EwjSbTba2tpiYmFAhmlw6CsVFpOs4jkMikSAcDrft3eqlJXjjDbhzB6pVCAbhxg24dQsWF9vyEnLejAPF/Ucfc1pQylH1hdnZ2WFmZkZV4iIiIiJyKe3v75NOpzVYU56uUnw0EAco5zEeH+vrG/T09GigplxKCsVFpKsYY1hbW3ti8vVpLC3B669DOg3xOEQiUCi4j6dS8NprCsa7UqsJmCcebtZrJDZ2icVi9PT0nP+6RERERETOWLFYZH19nZmZGYLBYKeXIxdZs37ow9vbW9RqNebn5895QSLnQ+VxItJVdnZ2qFQqTE9Pt6XC13HcCvF0Gm7ehIEB8Hrdjzdvuo+/8Ya7n3QZ6/Dvj+18iWAwqFtIRURERORSqtfrpFIpxsfH6e3t7fRy5KI75Lqp2miS3s8zMzOD16t6WrmcFIqLSNfI5XKk0+m2/mJeXnZbpsTjT/YPt2338Tt33P2ky9ge8AUeeajebLFfrjE6OqpbSEVERETk0mm1WiQSCfr7+zU7R44n+OTdszuFCgMDAwQCgUOeIHI5KBQXka5QqVRYX18nHo+39fa/XM7tIR6JHL49EnG353Jte0k5L5YFPf3uSZ7HCx4fO5UGfX19uoVURERERC6dg1aTXq+XsbGxTi9HuoUvAL0D4PWD7aVsbArVuu6slUtPobiIXHj1ep1EIsHw8DCRo9Lr5xSNukM1C4XDtxcK7nbNFelSlgWhCPTFKHtD5AolRkdHO70qEREREZG2297eplarMT09rbsi5WR8AYgMYvqG2NovEovF8Pl8nV6VyJlSKC4iF1qz2SSRSBCJRIjFYm0//sIC3LjhDtR8vG+447iP37jh7ifdyxjDxsYGsVgMv9/f6eWIiIiIiLTV3t4e2WyWmZkZPB5Pp5cjXWp/f59Go6EqcbkSFIqLyIXlOA7JZJJAIMDExMSZVDvYNty6BUNDcPs2ZLPQbLofb992H79168l+49JdMpkMjuPo5E5ERERELp39/X12dnaYnZ1VD2h5bs1mk62tLcbGxrB1ASxXgGWMMZ1ehIjI4w4qe6vVKnNzc2f+S3lpCd54wx2qWa26LVNu3HAD8cXFkx3LcdzBnLmc23ZlYUGheidVq1Xu3r1LPB5ve/sdEREREZFOqlQqrKys6FxXTsUYQzKZBFD7HbkyFIqLyIWUTqfZ2dnh2rVr59bLrB1hdjvDdTm9ZrPJ8vIyAwMDjIyMdHo5IiIiIiJto3NdaZft7W1yuRwLCwtqvyNXhkJxEblwisUiiUSC2dlZenp6Or2c43FaLL9d5N/9gcN+zsYf9JAthchkPaRSbhuW115TMH6ejDGsrq7i8XiIx+OqdhARERGRS8NxHFZXV/F6vd11rlurQLUArRZ4vBDqBX+o06u60nK5HOvr68zPzxMMBju9HJFzoxv6ReRCqdVqpFIpxsfHuycQNwYnl+adbzcpFW1eut5kPl7jlWt5YkMON29COu1WkD8+zFPOztbWFs1mk8nJye65SBAREREReQZjDJubmziOw9TUVPec61ZLUMpCqwkYaDWgmIVaudMru7Kq1Srr6+tMTU0pEJcrR6G4iFwYrVaLRCJBf38/g4ODnV7O8dUrZNMtUmsexsdaWBbYFvi9DsP9NWwb4nG3pcrycqcXezVks1n29/eZmZnR7X8iIiIicqmk02kKhQIzMzPdMxDRGKgUDt9Wzrvb5Vw1m00SiQSxWIy+vr5OL0fk3HXJT08RuewcxyGRSBAIBBgbG+v0ck6mWadStajVLULBR0/mekJNACIRt8d4LteJBV4txWKRjY0N4vE4fr+/08sREREREWmbXC7Hzs4O09PT5zZ7qS2cFpgjbps1jm6pPWetVotkMkkoFGJ4eLjTyxHpCIXiInIhbG1t4ThOd/XDO2B7CAYMAb+hUn2wdgM0mu6P2ULBHboZjXZojVdEoVAgmUwyOTlJb29vp5cjIiIiItI2D7e6CIfDnV7OyVjPiJ/sLrsG7GIHd2hbltVd7XdE2kyhuIh0XD6fZ39/n+np6e65/e9h/hCDg4b4VIvNLQ/GuHf/WcDufgDHgVQKbtyAhYVOL/by2t/fvx+I9/f3d3o5IiIiIiJt4zgOa2trDA4OdmerC9s+eqCmP/Ts0FzaotlssrKygm3b3dV+R+QMeDu9ABG52prNJuvr60xMTHRvqwuPFzsyyIdfybGzZ/P+XS/Dww5bmTAbW15SKRgaglu33HNBab9MJsPW1hbT09NEIpFOL0dEREREpK12dnYAGBkZ6fBKTqEn6rZJadYePOYLuI/LmavX66yurhIKhZicnFQgLleeZYymGYhIZxhjSCaTWJbVnW1THmcMb71Z4/d/3+ZrS15KJZtg0K0Qv3ULFhc7vcDLqVwus7KywuzsLD09PZ1ejoiIiIhIWxWLRZLJJPPz8wSDwU4v5/RaDWg1weMFTxf1Re9ixhhWVlbw+/1MTk52/7W3SBsoFBeRjjDGsLW1RT6fZ2FhAa/38ty44jiwvOwO1YxG3ZYpehP+bDiOw/vvv8/AwIAGxIiIiIjIpVOpVFhdXWV0dJTBwcFOL0e61O7uLtlslmvXrqlCXOSey5NCiUhXOQjE5+bmLlUgDm4Afv16p1dxNWxtbeH1eonFYp1eioiIiIhIW1WrVVZXV4nFYgrE5blVq1V2dnaYm5tTIC7yEP1rEJFzl06n2d/fZ25urnv7iEvHVSoVstmsbv8TERERkUun2WySSCQYHBzUHZHy3IwxbGxsMDQ0RDgc7vRyRC4UheIicq6KxeL9gYgKxOU0Njc3icViBAKBTi9FRERERKRtHMchmUwSDoe7e7CmdFw+n6der+uNFZFDKBQXkXNTq9VIJpNMTExoIKKcSrlcplqtqm2KiIiIiFwqB5W9xhjdESmntre3x/DwMB6Pp9NLEblwFIqLyLl4+Pa/gYGBTi9Hulw2m6W/v18ndyIiIiJyqezt7VEsFpmenlb/ZzmVarVKtVqlv7+/00sRuZD0E1ZEztzB7X+BQIDR0dFOL0e6XK1WI5fL6eRORERERC6VXC7H7u4uMzMz+Hy+Ti9Hupgxhp2dHfr6+lRIJHIEheIicqYcxyGVSmGMIR6P6/Y/OZVqtcrq6iqDg4MaFCMiIiIil0ahUGBtbY2pqSlCoVCnlyNdzBjD5uYmlUqF8fHxTi9H5MLydnoBInJ5NZtNUqkUjuMwMzOj2//kVMrlMqurqwwNDWngkIiIiIhcGplMhs3NTaampujr6+v0cqSLHRSl1et15ubm8HoV+4kcxTLGmE4vQkQun0ajwcrKCsFgkMnJSd2yJadSKpVIJBKMjo4yNDTU6eWIiIiIiLTF9vY2mUyGeDxOb29vp5cjXeygbWmr1WJ2dlbX4CLPoLeMRKTtWq0Wq6urhMNhTUyXUzsIxMfGxhgcHOz0ckRERERE2iKTyZDJZJibmyMYDHZ6OdLFFIiLnJxCcRFpK2MM6+vreL1eBeJyaoVCgVQqxfj4OAMDA51ejoiIiIhIW5RKJTY3N5mdnVUgLqfSarVIJBIACsRFTkANfkWkrXZ2dqhUKhqqKaeWy+VIJpNMTk4qEBcRERGRS6Ner5NMJhkbG6Onp6fTy5Eu1mw2WVlZwbZtBeIiJ6RKcRFpm1wuRzqdZn5+XgM95FSy2Sybm5tMT08TiUQ6vRwRERERkbY4qOqNRqOalSOn0mg0WF1dJRAIMDU1hW2r7lXkJJRaiUhb1Go11tfXmZqa0u1/cioPB+IaNiQiIiIil8nm5iYej4fx8fFOL0W6WLPZZHV1lVAopLalIs9JobiInJrjOKRSKQYGBujr6+vQGmB5GXI5iEZhYQH0RvnTGeNAtex+ofyhC3Eitb+/r0BcRERERC6lbDZLoVDg2rVrF+LcW47HNKrQbEAgjGV3vj3JQcuUYDCoQFzkFBSKi8ipbW9vY1kWo6OjHXn9pSV44w24cweqVQgG4cYNuHULFhc7sqQLzxgD6TVo1NwHegch0tnbN3O5HBsbG8TjcQXiIiIiInKp1Ot1Njc3icfj+Hy+Ti9HjsmU85Dbdv9iezDDMx0Nxg8qxA9apigQF3l+qqMUkVMpl8tkMhkmJyc70sNsaQlef939GIvBSy+5Hx9+XA7RrD0IxAFK+x1bCriB+NraGvF4XD3ERURERORSMcawvr5Of3+/znW7TTn34L+dFtTKHVtKq9VidXUVv99PPB5XIC5ySqoUF5Hn1mq1SKVSjIyMdKSPuOO4FeLpNNy8+aBdysCA20LlrdstfveNEh+crmJ7bAhHsHyBJ45x1m1XLmRrF/uxH//ezlWr5PN5BeIiIiIicmnt7e1Rr9eZnp7u9FKeYIxxWyrWyoABXwDCfQpcD3h90Kg++LunM9dNB4G4z+dThbhImygUF5HnYoxhbW2NYDBILBY799d3HPjDP4QvfhGGhx887qVGzFpn0LvFizeq5Pf8pP9ghaG+e1XRwV6skTjW9Et8a3nwzNuuXNTWLpbHixmcgEIGbA/0DT/7SWegUCiQSqWYmprqWD96EREREZGzUiwW2dnZYX5+Ho+n8/2o4d5sod11nNS7kNmEZv3RHTxeiA5jTb2ANTaH5bnC0dHBdVKz4b5Z4D//YrCDQNzj8RCPxztyh7bIZWQZY0ynFyEi3WdnZ4dsNsu1a9fO/eTuIGj+4hfhzTfdyvDR4RZ/7kMrfGDwLgfvmbeMRWKrl7/4PStMxh66zc2y2EwH+V+/+EG+uvYCI1NBIhEoFCCVgqEheO2104fWBy1c0mmIxzmT1+hmB4H45OQk0Wi008sREREREWmrer3O8vIyo6OjDA4Odno5AJj0Bs63Pw+VAmABR0VC97b5AlgvfQJrQsNBO6HVapFIJLBtm+npaQXiIm2kf00icmL7+/vs7e0xMzPTkUD8oFf4yMi9VimhMhOeBFuJKtmi3z1/s6BS8xDwtQj6W48cwziGb74/hKmV+ZlX/pT5wU28XvdYN2+6IfYbb7jV6M/r8dYuAwO0/TW6WalUIpVKMTExoUBcRERERC6dgzAzGo0yMDDQ6eVgHIfW21/E+cpvQ6V48OjTnuF+aNQwb/4Jztd/H9OoP2V/aTfHcUgmk1iWpUBc5AzoX5SInEi5XGZ9fZ3p6elz7yP+eNA8MwNzEyVeGFxjeiRHqebl7mYEY8AY2MyEmR4pMhipPXKcTCFAcqeXicEyHsth3v42MWsNcHt9x+Nuu5Pl5edf6/Kye4x4/Mn+4e16jW5VLBZJJBKMj4/T39/f6eWIiIiIiLSVMYZkMonf72d8fLzjFdbGODjf+iNIvHXwyMkPsruG85XfUjB+TlqtFslkEmOMAnGRM6J/VSJybK1Wi7W1NUZHR+nt7T331388aPbbNX7qQ0tEwnW2syFC/iY7+yG2skHe3+hjMFLjw9fSPH4OWq17qDU8hAKt+3cFzlhvE7HSgNvmpFp1B2M+r1zOPcZRcyPb8RrdxhjDzs7O/UD8IlTMiIiIiIi0Wzqdpl6vX5iBiObO12Br5bRHgXwGZ+kPURfes1WpVFi+Vz3VibuzRa4KheIiciyO45BIJAgEAgwNDXVkDY8HzXHrHYKeOgtjeQYjNRoNm+1siEwuyItT+/zIR9cYH6w8cZygv0XA16JSu3dyYbm1EnPWbWwaFAruQMzTdPWIRt1jFAqHb2/Ha3STg0qHbDbL/Py8AnERERERuZRyuRw7OzvE4/ELEWaa7DZm5c12HQ321jFr32nT8eRx2WyWlZUV+vv7FYiLnLErPEJYRE5ie3sbYwzxeLxj1Q4PB83BZpaVfIvd3CiNpo3X6+D3ObwY3+cvfM8K1yYKT1SIHxiM1JgeKfLuWj/XJvJYFlgW+EyNUVZYSr3A4iIsLDz/WhcW4MYNt/d5NPpoCxXHcYdtnvY1uoUx5v5wmE4MZhUREREROQ/1ep319XWmpqYIh8OdXg7GGJy3vsDTB2o+x3Hf+RJmfB7L62vbMcWd3bW5uUk8Hidy1C3HItI2qhQXkWcqFotkMhkmJiY62svsIGj+9rch9V6e1F4P4WCDkYEK4UCDxG4vlZqXnmDzyEAc3AD8w9fSDPTWeH+jj2LFS8uxKFa95DZyDA+1uHXryV7gJ2HbcOsWDA3B7duQzUKz6X68fdt9/LSv0S329/dpNptMT08rEBcRERGRS8lxHNbX14lEIvT19XV6Oa79XShkaGcgDkCrgdm8gsORzpDjOGxtbTE5OalAXOScXIE4RkROo1QqkUwmmZiYIBQKdXQttg0/+ZNQKjQoFQ0DvXUCXodaw8N+KcDsaJFob52l5SGe1eZufLDCZ19d48WpfXJFP4mtXnJFPzen0/zcf7jB4uLp17u4CK+95n7c24N33nE/Pvz4ZWeMIZ1OE4vFNBxGRERERC4lx3FIJpM4jsPExESnl3OfWf8OT60WOs2xU3fO5LhXVS6Xw+PxXJw3VESuALVPEZEjVSoVEokEY2NjF6YHdCQC1yZLTAX2KVT85Mp+fB6HyaES8+MF/F6H5E4vmUKAob7aU481Plhh7GNrZAoBqnUPQX+Lwb469uggEG/LehcX4ZVX3CGhuZzbSmVh4WpUiIPbE6/ZbNLf39/ppYiIiIiItJ0xhvX1dZrNJnNzcxfqzkiT2eKZ1ULPK5/GOA7WVbmwOUOtVovt7W1GR0cvxGBWkatCobiIHKper7O6usrw8DCDg4OdXs59uRwM95X4rrldKnUvjaaNz+sQCTWwLGg5FjtZD9X68U5GLYsnwnOzv9vWNds2XL/e1kN2hWKxyObmJtPT06oSFxEREZFLxxjD5uYmlUqF+fn5ixWIt1pQyp3hCzhQzELf0Nm9xhXgOA6JRIJQKKRCIpFzppRCRJ7QarVIJBL09/czPDzc6eU8IhqF3kCdcu3w9/QqNQ8BX4ugv/X8L1KvPP9zBYBqtXq/7Y564omIiIjIZZROp8nn88zOzuL1XrCaw2aNtvcSf1y9erbHv+SMMaytrQEQj8dVJS5yzi7YT20R6TRjDMlkEr/fz9jYWKeX84SFBYj0NvnjN8fxeR2aLRufx2E4WmFurECmEOTFqX0GI09vnfJ07smI41zdtien0Ww2SSaTDA0NXZi2OyIiIiIi7VQoFNjZ2WF2dha/39/p5RziHAJWhbinsru7S6VSYWFhQXfWinSAQnERecTm5ibNZpP5+fkL+U71m2/C+k6YYrmKz9tipL+CZVnc3YzwnbV+vuvFHT58LX2687NAmKUleOMNuHMHqlUIBuHGDbh162oMyHxexhhSqRSBQICRkZFOL0dEREREpO2q1SqpVIrJyUnC4XCnl3M4n98Nrc+qpziAP3h2x77k8vk8e3t7zM/PX7y7DESuCP3LE5H7MpkMuVyOhYWFC9UP74DjuEF1odnLj37sPVa2IuzmQjSaNpFQk2arRayvytjAKdqfWBbL2XFe/98gnYZ43B3uWSjA0hKkUvDaawrGj7K1tXWh31QRERERETmNg1aTQ0NDRKPRTi/nSJbtgZ5+t+/3WbBt9/hyYtVqlbW1NSYnJwkG9caCSKcoFBcRAMrlMpubm8zMzFzQ2//cViZ37sDYWJj+3jovTOYZjrp97AZ661iWIVfykykEnhieeVzGMfzWlydIp+HmzQftUgYG3BYqt2+7wfwrr6iVyuOy2Sz7+/sXbsiQiIiIiEg7HNwVGQwGu+KuSGtwHFPaP5tq8b5hLF0QnViz2eyKN1VErgKF4iJyvwf06Ogovb29nV7OkXI5t5VJruTjd1PXoFGl1bLxed2e4jOjRWoND9X68weye5U+vnInRjz+ZOht227l+J07bkB//fopP6FLpFwus7GxwczMDIFAoNPLERERERFpu52dHer1OgsLC11xV6Q19QIm+fbZHHv6xTM57mXWbW+qiFx2eltP5Io7GKzZ09PD0NBQp5fzVNEoVCrwpS/B15fH6A01GBmoEA42WNvr4cvvDlNteAj6WxgD6XyA9b0w6Xzg2MURmZ6XqVRtIpHDt0ci94L5XPs+r25Xr9dJJBIX/k0VEREREZHnlc/nSafTTE9Pd81dkVY0BtHh9g/E9AWwxubae8xLzhjDxsYGzWaTqamprnhTReSyU6W4yBVmjGFzc5NWq8Xs7GxbfzE7jltNncu5YfbCwunbjczNuYF0JgMDC2FyjX5GfRlCfofAQIVvJwaYGChTrdv8zlenSO70Umt4CPhaTI8U+fC1NOODR/UbtyDUi2/8RYJBt4f4wMCTexUK7tBN3enmajabrK6u0t/ff+HfVBEREREReR7d3APavvlpnC/8aluPaX3gu7E8ipNOYnd3l0KhoFaTIheIfoqJXGHpdJp8Ps/8/Dx2G/vBLS25fbfv3HFD7GAQbtyAW7dON6ByZcU91uAg7O3BW81JotMFjOOwX/IzMVim1vLwv39hlkbLw/hgmVCgRaXm4d21frb3Q3z21bUjg3H7Q9/PQtTLjRvu5xCNPhrkO447aHNx0Q35rzrHcUgkEgSDQcbGxlTtICIiIiKXTqPRIJFIEIvFurIHtNU3hHX9I5j3vt6Oo8HYLNbYfBuOdXVkMhn29vaYn5+/sPO7RK4itU8RuaJyuRw7OzttH6y5tASvv+5+jMXgpZfcjw8//rxyOQiF4BOfgLExyBe9fO7d6+TKASYGS3z8hV32ckH28kGuTeTpDTXx2IbeUJNrE3myxQDffH/okFYqFtbi92MNjGLbbng/NOQO1cxmodl0P96+7T5+65aGbDYaDZLJJJZl6fY/EREREbmUWq0WiUSCnp4ehoeHO72c52YtLMLUjdMeBQZGsV/5Pp37H5Mxhmw2y9bWFjMzM113l4HIZadKcZErqFwus76+ztTUFKFQqG3HdRy3Qjydhps3HwTHAwNu1fXt2+72V155vlA5GnUrxXt64Hu+xw2q6/UAkcAUHxj6FvmsTaHi46Ox0hNt8ywLxgfLJHd6yRQCDPXV3Ac9PuwPfT/WyPT9fRcX4bXX4FffaJF+f4f6bp7BQJ0Pv9zgk5/p4aUPLnDVfnwaY6jVahQKBQqFAuVymUgkwszMTFvvMhARERERuQiMMaytreHxeJiYmOjqINiyLOybn8YEw5j3l+49esyhSwcmFrBvfvrQtikmt4dJvAOVovtAOII1+wGsyCH9KC+5VqtFsVi8f91kWRbxeJyenp5OL01EHnO1Uh0RoV6vk0wmGRkZoa+vr63HXl52W6bE40+G3rbtPn7njrvf9esnP/7CAo+0NnnQwrqHt1ufIHF3m3Awx3BfzT3He+y8NRRosZP1UKl7gRqMzWG/9EmswKNvDJhWk1fsL3Hz5jfITBgqTT9BX5Oh3irWnoPzvwewrn8Y6+Z3Y3l9J/9EukSr1SKfz98PwVutFj09PfT39xOPx/H5Lu/nLiIiIiJX29bWFrVajYWFhUtRBGJZFtb1j2JGpnG+/XkoZNwioSdvoz14BmAg2IP98ndjjc48sYfZSeG8+XnYSd0b5nlwAWYw3/4CjM1gv/I9WLHJM/qsLoZyuUwul6NUKlGtVgkEAkQiEaanpwmHw139horIZaZQXOQKObj9r6+v70yGIuZybg/xSOTw7ZEIrK25+z2Pg9YmqZRbdR6Pu8csFCCVsvGFximXYrxT6mE2skUPeWyrdf/55aqXhhXEit/A/q7rWKEnF2oaNZw//hXYXcfCMBQBqD66U6OGeefLmK1V7B/4GSz/5bsNLpfLsbm5idfrvf/9EgqFLsUFgYiIiIjI06TTafb39y/lUEQrOoz9qVuwv4tZexeT3oRK4dGdAmEYGMGefAGGp7CsJ68BnJXbmC/+9kM5uOGJ6vPtJM4f/DL2p34Ca/q07VsunkajwcbGBqVSiWg0SiwWo6enR8VDIl1CobjIFWGMIZlM4vf7GR8fP5N3qw/amxQKbsuUxxUK7vbTzKc5aG1yMMhzbc095uIi/ORPwq/9mo+vLcWp3oxj2wYfNWxatByLb9wJsrhoM/W9cMh5HcYYnD/9Ndhb55m3ExoD2W2cP/m32D/4V7Dsy3Gy3Gq12NraIpfLMTExQTQaVWWDiIiIiFwZhUKB7e1tZmdnCQQCnV7OmbAsCwZGsAZGADDNOtSqgAFf4JlFP2bjLuaLv3XvL0/b0Q3KnS/8Gnbwr2KNxNuy/ougUCiwtrZGb28vL7zwAl6v4jWRbqN/tSJXxPb2Ns1mk/n5+TMLOR9vb/JwUbHjuBXei4vufqexuOj2JV9edqvOo1H3mLbt/nlQSW4RiQTvVZIfY0jmxl3YXDn+QoyB3TVYew+mXzzdJ3UBFItF1tfX8fl8XLt2TZPRRURERORKqdfrpFIpJiYmCIfDnV7OubG8fvAe79zfGIPz9X93shcw4Hzjc3g++7eeY3UXS7PZZGtri3w+z/j4OP39/SoiEulSCsVFroB8Pk8mk2FhYeFMbv9znAcB9Uc+AonEYe1NjhFKn4BtH96X/GmV5LduuR+P/Dy+841n9NU7hGXh3Pk6ni4OxRuNBpubmxSLRUZHRxkcHNSJnYiIiIhcKY7jkEwmGRgYoL+/v9PLubh2klDInvBJBjJbmMwW1uDYmSzrrBljyGazbG9vEw6HVUQkcgkoFBe55FqtFmtra0xOTp7J7X9LSw8C6GrVDaD7+2FsDPb2ThZKt8vTKsmPYipF2Lx78he7Vy1uivtYvf3Pu+SOqdVqrKys0NPTw/Xr19X/TkRERESupJ2dHSzLYnR0tNNLudCc5TdPXkgEYNmY5Te7MhQ3xrCxsUGxWGRycpK+vr5OL0lE2kChuMglZoxhe3ubYDBI9DSNvI+wtASvvw7p9JNV4YOD8Ff/KkxOHi+UbrejKsmPVMqf7gWLOeiyUPygGiYajTI2NqbqcBERERG5kqrVKplMhpmZGQ2Wf5ZC9uSBOIBxMMX9ti/nPGSzWQqFAgsLCyoiErlEFIqLXGK7u7vk83nm5+fbfmzHcSvE02m4efNB4D0w4Ibgt2/DN74BP/7j5xuGPzfjnO75Tqs96zhH6XQay7IUiIuIiIjIlVWr1VhdXSUWi9HT09Pp5Vx8zimum7rwmumgh/j09LQCcZFLphuiKhF5Dru7u6TTaWZnZ8+k19nystsyJR5/MvS2bffxO3fc/bpC4JSDdILdNYjHGEMmk2FkZESBuIiIiIhcSfV6ndXVVaLRKMPDw51eTncI9QInv34wWFjB7nvTYX9/n2AwSG9vb6eXIiJtplBc5BLKZDLs7e0xOztLMBg8k9fI5dwe4pHI4dsjEXd7LncmL99+kQHoG3y+5/b0wUB39R7c3d3FsiwiR/0fKCIiIiJyiTWbTVZWVohEIrpz8gSs6RvAydunWBis6Rfbv6AzVKvV2N3dJRaLdXopInIGFIqLXDLFYpHNzU2mp6cJhUJn9jrRqDtAs1A4fHuh4G4/g1bmZ8KyLKwbrz7fc1/4SFedRBcKBfb29pienu6qdYuIiIiItMPBbJ1QKMT4+LjOiU/Amn4RfCe/E9nxhmDy2hms6Gw4jkMqlaK/v1+DNUUuKYXiIpdIrVYjlUoxMTFx5v3wFhbgxg13qObjbeUcx338xg13v25hzb7s3g543JNiy4JACGv+lbNdWBs1Gg3W1taYmJg4s7sIREREREQuKmMMGxsbOI7D1NSUAvETsrw+rJc/ceLn2a98N1ZXDJtybW1t3Z+/JCKXU/f8RBKRp2o2m6yurjIwMMDAwMCZv55tw61bMDTkDtXMZqHZdD/evu0+futWlwzZvMfyBbA/85fB6392MG5Z4PFif+YvYwXOriK/nYwxrK2tEYlE6O/v7/RyRERERETO3d7eHsVikZmZGexuuli5QKyXPwGzLx97//LAC9g3PnqGK2qvfD7P/v4+8Xhcb5qIXGKWMebkzaBE5MJJpVI4jnPuLTGWluCNN9yhmtWq2zLlxg03EF9cPLdltJXJZ3C+8OuQ3XbD74d/TB78PRrD/tRPYPV3z0Ce3d1dstksCwsLeDyeTi9HRERERORcVSoV7t69y/z8/Jm2mrwKjDGYNz+Peecr4LQwPBi/eXD55BibytiH6PvBH+qacLnRaPD+++8zPj6uQiKRS06huMglkE6n2dnZ4dq1a/h8vnN/fceB5WV3qGY06rZMuQxFFya9ifOdb8BOEhp1t4J8eBL7hY9AbLJrTuzAba3z/vvvMzc3Rzgc7vRyRERERETOVbPZZHl5mYGBAUZGRjq9nEvD1KuYu9/G3L0NlSJOy9DyhGiMvUj41VfxdMldtQeSySSWZRGPxzu9FBE5YwrFRbpcoVAgmUwyOzt75n3EpXslk0m8Xi8TExOdXoqIiIiIyLlyHIfV1VW8Xq9aYsiRSqUSiUSCF154Aa/X2+nliMgZ079ykS5WLpdJpVJMTk4qED8n3VgV32g0KBQKvPDCC51eioiIiIjIuTqYq2OM0WBNeapMJsPg4KACcZErQv/SRbpUrVYjkUgwMjKiXmfnpFv7p+dyOcLhcEda64iIiIiIdNLm5ia1Wo25uTkN1pQjtVot8vk8CwsLnV6KiJwTheIiXajVapFMJunv7ycWi3V6OZfWw1Xh6+vwq78KmQzE4xCJQKHgBuWpFLz22sUNxvP5vN44EREREZErJ51Ok8vlWFhYUPWvPFWxWMTv9xMMBju9FBE5J/qtINJlDm7/83q9jI2NdXo5l9bDVeGVihuONxrw6U/DwIC7z8CA20Ll9m1331deuXitVBqNBuVyWYNiRERERORKKZVKbG1tMTs7i9/v7/Ry5ILL5/NEIpFOL0NEztEFi29E5Fl2d3epVqsaEHOGlpbg9dfdj7EYjI5Creb++drXYGvrwb627VaO37njBuen4Tjw3nvua7z3nvv302g2m6RSKaLRqFqniIiIiMiV0Wg0SKVSjI+Pa/aSPFMmk6FQKDA4ONjppYjIOVKluEgXyeVy7O3tMTc317Hb/0yrCeUc1EpgHLC9EOyFUATL9nRkTe3kOG7VdzoNN2+6offmpvtxfNx9/M4dGBl5UBUeicDamttm5Xm1u195s9lkZWUFv9/P5OTk8y9MRERERKSLtFotEokEkUiEgYNbPM+ZMca9XirnodVwH/QFoSeK5VN7jotkd3eX3d1dZmZmdEeByBWjUFykS5RKJdbX14nH44RCoXN/fWMMFNNQzD62pQH1CuT3MNERrHDfua+tnZaX3WA6Hn8Qevv94PG47VP6+mBvD7JZGBpytxcKbogdjT7fax5UpqfT7elX7jgOiUSCQCCgOwpERERE5MpwHIdUKoXH42FiYqIj58GmUYPsBrSaj25o1qGSx/hDMDB+KQqKul02m2V3d5e5ubmOXGOLSGepfYpIF6hUKiQSCcbGxjrX5yy/d0gg/jADuW1M+RTl0hdALudWaj/8ZR4YcNuo5PPg80GrBfW6u81x3OD6xg14nkHlj1emDwyA1+t+vHnTffyNN47fSsUYw/r6OpZlMTU1pUBcRERERK6Eg9lLzWaT6enpzgXi6dSTgfjD6hVIr2FO2ytRTqVUKrGxscH09LQCcZErSqG4yAVXq9VYXV1lZGSkYz3OTL0C5f3j7ZzbcVusdKlo1K36LhQePGbbbugdCrmtVBzHrRzPZt0hm0NDbpuT5xmyeVhl+sOve9J+5bu7u5TLZaanp7Ev2tRPEREREZEzYIxhY2ODWq3G7OwsHk+HqrBz22DMs/dr1qH0tIIjOUv1ep1kMsn4+Di9vb2dXo6IdIgSE5ELrNFosLq6ysDAALFYrHMLKe2fbP9K/kyWcR4WFtwAPJV6tDp7bAw+9jG3lYrf7w7b3Ntz25qctL3Jww6rTH9YJOJuP06/8nw+z97eHjMzMx3rOS8iIiIict52d3cpFAodPQ82jSo0asd/QmnfbVEp5+qg1WQ0GtVgTZErTqmJyAV1MCCmp6eH0dHRjq3DGAPV4smeVClAb3eeYNi2W/WdSrlV4A/3+N7dhU99Cn7qp2By0q0qX1h4vgrxAw9Xph82B+i4/crr9Trr6+tMTEwQDGp4j4iIiIhcDZlMhr29Pebn5zs7KLFywmsm40C9DIGes1mPPMEYw+bmJh6Ph/Hx8U4vR0Q6TKG4yAXkOA7JZBKv18vk5GRn+0Kb5+h153Rv+xR4UP39xhtu65K1NTeYXlx0A/PnrQo/zEFl+tKSG3w/HLAf9CtfXHx6v/KD75doNEp/f3/7FiciIiIicoHl83m2traYmZnpfGGI0zr5c1rP8Rx5btlslkKhwMLCgmYviYhCcZGL5mBAjOM4zM3NXYBf1s/z+t3fmWlxEV55xe3lncu1pyr8ME+rTE+ljtevfGdnB2OMqh1ERERE5MoolUqsra0xNTVFT88FqLZ+nuu2jl/rXR21Wo2trS3i8Tg+n6/TyxGRC8AyamIlcmEc3M5VLBaZn5+/MH2hzW7CHQZzXKEIVv/YsXd3nLMPny+6paUHlenVqluZfuPGsyvTM5kM29vbzM/PEwgEzmu5IiIiIiIdU61WuXv3LhE7gqfoIRANMLAw0NFB86ZSgP2tkz1pZA7LczGu+S6zRqPB3bt36e/v72hrUhG5WBSKi1wQxhjW19cplUrMzc11th/eY0w5B7md4z8hFsfyHe/2xecNgy+j47w54DgOuVyOQqFArVaj0WgwMzNzMapjRERERETOWKlUYvXuKoXbBdZ+bY1mtYk36GXoxhAv3nqR8cXO3D1pjIHtu8dvPxnsxRrQnZ5npVKpsL+/T6VSoVarEYlEOt+aVEQuFIXiIhfE3t4emUyGubm5C3c7lzEO7Cah1Xj2zoEerMGJYx13aQlefx3S6cPbhrz22tULxp+mUqmQSCTweDxEo1GCwSChUOjCfb+IiIiIiJyFVqvFu2+/y87ndtj63BbReBR/xE+9UCeXyhEeCvPx1z7euWD82MVE1r1CIt3p2W4HxWb5fJ5oNEo4HCYQCBAKhRSIi8gjdJ+OyAVQqVTY2dlhenoan8cD9Yq7wRcAq/N9RCzLxgxNQXrt6cG4PwQDx2ub4jhuhXg6DTdvPqiIHhhwq6Rv33a3v/LK01upXJXWK61Wi2QyycDAACMjIzqhExEREZEr5SDsrG3X2PrcFh/66y8xNBdl984+O+9m8Uf97N7e5d033mX0ldGOtFKxwlGM04JC+ml7weCEAvEzsrOzQ7lc5vr16yoeEpGnUigu0mH1ep1EIsHw8DC9vb1QLT6YXO60INjb2QXeY3m8mNg0VHJQ2odW88FGXwDC/W4v8WOGtcvLbsuUePzJENu23cfv3HH3u3798GNcpdYre3t7+P1+BeIiIiIiciVtbW1RypdI/HKChR+c4eUfm8MYw+jLg3zlf36b4naFaDxK+k6a7HKWoetDHVmn1TuI8Yfca6Zq8aENNoT7INyP5T2fsNZxHLLLWWq52oXou37WGo0Ge3t7zM/PKxAXkWdSKC7SQY1Gg9XVVfr6+ojFYu6DD/egu2DdjSzbhp4BTLjfDcWNA7bnuYbD5HJukB2JHL49EoG1NXe/wxzVemVpyW2/cplar9RqNdLpNLOzswrERUREROTK2d3dZX9/n95aL7VMjciYO0/n4Nw4GPFT3K7gj/jJr+Wp5WqdXC6WPwT+kFs13mqBBXi8WOd4F/Dm0ibvvvEu6TvpC9N3/SwZY9jc3CQSiRAKhTq9HBHpAgrFRTqkXq+zurpKOBxmfHz8QdjpCz7aPuWYTLMBG6uYrQRkd9yTL58fhiewxmZgdKptJ2GWZcEpqxuiUbeyu1BwW6Y8rlBwt0ejT25rV+uVi67ZbJLNZtnb22NwcJBwONzpJYmIiIiInBtjDDs7O2QyGWZnZymvlfEGvaS+ukX8u0bpHQ6xnyqQWckDUC/U8Qa9BKJHX0eZ7C5mcxW2U1AtuRXcvf1YY9MwOYcVat+dupbtAdvTtuMd1+bSJl95/SuU0+VH+q5vLW2RT+U72ne93YwxFItF9vb2qNfrzM/Pd3pJItIlFIqLdEC9XmdlZYVIJPJoIA7g9YPnXuB8jKpgk8tgvv45zNKfQr3qPseyAQNY4LQwAH0DWB/5fqwPfy9WoPPvnC8suK1OlpbcIPvh8Npx3GrvxUV3v8e5rVcMLyw06AlAteHD4H6tjtt65aLL5/Osra0RCoWYmppyW+uIiIiIiFwh29vb7O/vMzc3RzAYJLAQYOjGEFtLW3zpn98m0OunUXbbOjqOQy6VY2xxjIGFR6tujONg3v065mufg40V90Hbw/1rJmMwxnGvo258BPtjP4A12Z3hquM4vPvGu5TTZYZvDuMPeQj2eqj1ei5E3/V2ajabpFIparUaAwMDTE9P4/Gc/5sQItKdFIqLnLODlimHBuIHjhOGGwfzjX+P+aN/61aFH7RdMQZM68kn5LOYP/5VzFf/EPvH/hbW/AdO+Zmcjm27vb9TKbey++EWKKkUDA252w87TytnS8wPl5kfrRIKGgJBi7XsAOmSGxw/q/XKRZfL5VhfX2dycpLoYaXyIiIiIiKX3M7ODtlslvn5eQIBt/Lbtm1evPUi+VSe3du7j1RB51I5wkNhXrz14iNhr8ls4/zmv3LD8Ievs5xDrpmMA9/5Bs67X4MPfy/2Z34ayx8848+0vbLLWdJ30gzO9/Py9/cxei2IbVsYx7CzUuPNaqPjfdfbodVqsbKygt/v5/r16wrDReTEFIqLnKNms3l4y5QTMs0Gzq//C/jO0kmfCeUCzr/5p1jf8xNY3/2jT6zBcdwK61zOreBeWDi7FiSLi27v74NhmWtrbsuUxcWjh2Xe/kaF21/aY3m1j9R6D71hw/Bgg/nZLC1js18OP7X1ykVXKpVYX19namqKvr6+Ti9HREREROTcpdPp+zN1DgLxA+OL43z8tY/f75edX8vjDXoZWxx7ol+2WXkb51d+wb3IgePNbDrYd+nzOCvvYP+1n8PqG2zXp3bmarkazWqTj9waZijux7Ld6z3LthiZC/CxvzzC7/3373W87/pptFot1tbW8Hq9TE9Pa+6SiDwXheIi56TVapFIJAgEAkxOTj5/IO44OL/2i/D+m8+3kHsngubzvw62jfXJz97ftLT0IKCuVt1g+caNowPqdlhcdHt/HyeIX1qC3/23ZWzjY3qiwV7GQzjksLblI5vzcuOFPI4TfmrrlYvKcRx2dnZIp9OMjY0pEBcRERGRKymbzbK9vc3s7OyRAxPHF8cZfWWU7HKWWq5GIBpgYGHg0QrxxB2c/9//+17IfYww/HHGQC6N87/8P7H/5n+F1dMd5+eBaIChuR5iM0/2Vbdsi/4xP2MvRZ7ad/0iK5VKrK2t4ff7icfjCsRF5LkpFBc5B8YYUqkUtm0zNTV1ql/c5mufg/e+1Z51/cmvYqYWsOLXWVqC1193h1c+3MpkacltZ/Laa2cXjNv2s3t/HwzX9DebvHS9zshQi6/fDpLN2fRHW2SyHhJJizsbhtiwdWTrlYuoVquRSqUAWFhYIBjsrls0RURERETaoVAosLGxwczMzDOHzNu2fWT7D1Mp4vzqP7/XYvI5AvH7B3Ign8X57V/C/ov/p64IYAcWBpj+WAxjzKHrdRzD1EeHnui7ftEdDF3d29tjdHSUoaGhrvj/Q0Quri6JjES6lzGG9fV1ms0m09PTpxpmYrI7mD95o32Lsyyc3/xXtOoN3njDDcRv3oSBAfB63Y83b7qPv/HGgzsJO8EdrgkjMXcRg/0tPnqzytRYk0rFQ8uxWF0LMDN7tgF+OxljSKfTLC8v09vby/z8vAJxEREREbmSyuUyqVSKycnJUw+Zd/7g30C1crx2Kc9iHFi+jXn7K6c/1jmwbZuRDx3dqtOyIPZydw3ZrFar3L17l3w+z8LCArFYTIG4iJyaKsVFztj29jalUon5+flTD/8wX/l37Tmxu39A95bA1OeWuHPnY8TjT1ZX27ZbOX7njhtMP6ui+6zkcm5Ll2KjhxHc/neD/S0GohUKJZtyxeKb7/bxN/6G1RWBeKPRIJVK0Wg0mJ6ePvWJv4iIiIhIt6rVaiQSCUZGRujv7z/Vscz+LpxBgG3+9DcxL3+8K8LY/pemcZJvY+E8sl5jDGARvRHv3OJO4KCIaHt7m8HBQUZHuyvMF5GLTT9NRM7Q/v4+2WyW2dlZfD7fqY5lahXMt7/Y/nJty6L1rS9SrbotUw4TibiBdC7X3pc+iWjU7XG+stlLvupWUzv33h+I9DhYHg/FRi8DXXAXYLVaZXl5+f6kdAXiIiIiInJVtVotkskk/f39xGKxUx/PfPPzYJ1B1JHdhcSd9h/3DFi2jT0yDZaFMdz/g2VhxaawPBe/PtIYw8bGBnt7e8zNzTE+Pq5AXETa6uL/JBTpUvl8no2NDeLx+BMT059L8jvQbJz+OI8zhkgpQSRQoVAIHRoqFwoQCEA2C1/72tOHYZ6VhQV36OfSkk1f3yiDvWUGespYGPbLIf74iz18aNG+8MM1S6USiUSCWCzG8PBwV1SaiIiIiIichYNA3Ov1MjY21pZjmu98814v8Tazbczyt7FmX2z/sc+AFe6DiRegmIFGHbw+6B3E8l/8do2O45BKpajX6ywsLJy6wExE5DAKxUXa7OAWr52dHaampogcVX590uNuJd0U+gwaew+GS3x4dps/eXeWaPTRsNtx4Nvfdv/7F38RajW3YvvGDbh16/x6d9u2+3qpFHz7tkU83kMk0kOh4D42NMSFH65ZKBRIpVKMjY0xODjY6eWIiIiIiHRMrVYjmUzi8/mIx+NtKRYx9apb0X0WHAezsXo2xz4jli8AA+OdXsaJOI7D6uoqAHNzc3i9iq1E5Gxc4PhIpPs4jsP6+jp7e3vMzs7S19fXvoNnttvbT/whlm3xH3wkydAQ3L7tVoQ3m+7HP/1T2NhwB7IMD8NLL0EsBktL8Prr7sfzsrj4YIjm3h6884778eHHL7Lt7W1GR0cViIuIiIjIlVYsFrl79y69vb3MzMycevbSfWcViB9Ib57t8YV8Pk+r1WJ2dlaBuIicKf2EEWkTYwypVIpms3kmt3iZZuPMQnEsixemy7z2GrzxhjtUc23NbZkCMDkJn/rUgyrsgQG3hcrt2+7+r7xyfhXai4vu6y0vuz3OO9HK5Xk1Gg3C4XCnlyEiIiIi0jHFYpFEIsHExAQD7R4I1Gq293hPHL91tscX6vU6oVBI/cNF5MwpFBdpA8dxWFtbo9FoMDc3175Kh4dYXh/Gss4mGDcGvL4nAuds1m2ZMjz8ZOhs2xCPuwH68jJcv97+ZR3Fts/39U7LGEM2m6XVaqnaQURERESurGKxSDKZPJtAHMBzxr2nu2BAZTer1Wrk83l6e3s7vRQRuQL0E13klA6GgDQaDWZnZ88kEAdgaBywgJOH4sZAptxDtekj6G0wGC7xSMs+Y7Bibq+5hwPnr33N7SF+VFv0SMStKM/lTrykK8MYw/r6OqVSienpaQ2JEREREZEr6WC+zvj4+NkE4gCDIzzvNdOxDE+czXGFcrnM6uoq/f39DA8Pd3o5InIFKBQXOQXHcUgmk7RarTOrED9gjU9jnmOK+ma+j29uxElmB6m1fAQ8DaYHMnx4IsV4X/7BjmPTTzw3GnWHahYKbsuUxxUK7vZo9MTLuvSMMRhj2N/fp1gsamq6iIiIiFxZB4H4xMQE/f39Z/Y6ls8PQ6OQ3mr/wW0ba3y2/ce94owxNJtNUqkUIyMjxGKxTi9JRK4IheIiz+nhQPxMK8QPxF8Anx8a9WM/ZTPfx+9+5wNkK2HGIzlCvhyVhp93d8fYLvbx2RfeYjxagPFZrNCTt6gtLMCNG+4wzWj00RYqjgOplNvje2Hh9J/eZVEqldjb26NUKuE4DrZtE4/HFYiLiIiIyJV0EIhPTk4SPYdqGuvGRzBf/J32t510HKzrH2rvMa+oVqvF3t4euVyOet29vu3r62NoaKjDKxORq0ShuMhzOGiZcm6BOGD5A1ivfArzjT+BY1SMGwPf3IiTrYS5NrRzv11Kb6DGNf8O76dH+OZGnLHIW9iv/sChx7BtuHXLDb9v33Z7iEciboV4KgVDQ+52zUBx5XI51tfXGRoaYmRkBJ/Ph23bGhIjIiIiIlfSeQfiANbipzF/9jvtPioMjcGUqoFOy3Ec7t69i9frZWxs7P5QzfO4phYReZiSGpETOugRfeY9xA9hffyH4Jivlyn3kMwOMh7JPdo/HLAsGI/kWM3G2PXOYt348JHHWVyE115zP+7twTvvuB8fflzc74udnR3GxsYYHR0lFArh9XoViIuIiIjIlVQqle63TDmvQBzA6huED32KJy6CTsVgf+9PYLX1mFdT7t5AqtnZWfr6+vD5fArERaQjVCkucgLGGDY2NqhUKszPz5/7L28rOoj1g38J83u//Mx9q00ftZaPkO/wKZghX53tYh/bi3+d8WdMUV9chFdegeVld6hmNOq2TFHe62o2m2xtbdFqtc71hF9ERERE5CKqVCokEgnGxsbOtIf4Uewf+As4y9+GUv70bVQsG258+KmFRHI8uVyO7e1tRkZG9AaDiHScIi2RYzLGsLm5SbFYZHZ2Fq+3M+8pWYvfAx/4rmfuF/Q2CHgaVBr+Q7dXGn7Wgov0zE4d63VtG65fh1dfdT8qEHcZY0gmkzQajTMftioiIiIictFVq1VWV1cZHh5mcHCwI2uwAiHsn/5PweM9XcW4ZcPgCPZn/1r7FndFHbSaHB0dZWBgoNPLERFRKC5yHMYYtra2KBQKzM3N4fcfHjSfB8uysH/sb8IHP/nU/QbDJaYHMmwWoo8URxhsjLH4QvH76PvACxqS+Ryq1SqFQgFjDMVikWq1yszMDIFAoNNLExERERHpmGq1ysrKCkNDQwwPD3d0LdbEHPZf+T+DL+CG2yc/AgyPY/+1/wtWsKft67vsHMchl8vRaDRwHIfd3d37gbiqxEXkIrCMafdIZpHL5aCHeKlUYnZ29sIEn8YYzNtfxfz+L0O9duhtgZv5Pn73Ox8gWwkzHskT8tXIOjH+KP+DBIaH1BP8hBzHYXt7m0wmg23bOI6DMYaxsTFisVinlyciIiIi0jHlcplEInF/6PxFYQpZnN/+17DythuOG+fpT7BtMAbrEz+C9akfw/L6zmehl0ixWGR9fR3HcWi1WliWRSAQ0J21InKhKBQXeQrHcUilUtTrdWZnZ/H5Lt4JkSkXMN/8POYbf+z2zAOwD040DJv7vXxzI847uXlWWi+SD09z7YaPW7cUiB+XMYZCocDW1hZer5fJyUn8fj+1Wk2DYURERETkyisUCqRSKcbGxjrWMuVpjDFw9y2cr/8R3H3LfdCyH7RWcRzAgNeH9cFPYn3k+7GGJzq23m7VaDTY3t4mn88zOjrK4OAgrVaLVquF3+9XhbiIXCgKxUWOcBCIN5tNZmdnL3zwaRwH9jYwW0nI7kCr6d4qGBvHjMxwNx0jl7c0JPOE6vU66+vrVKtVRkZGGBwc1MmciIiIiMg9B4H45ORkVwydN+UCbCYw2ymolt0Lo94o1tg0jE5j+TrXKrOb7e3tsbOzQ29vL2NjYx1tOSoichwKxUUOoeGJciCZTAIwOTmp7wMRERERkYcUi0WSySQTExP09/d3ejnSIeVymdXVVWZmZujpUf91EekO3k4vQOSiaTabJJNJHMfpigpxOTvGGCqVChMTE/o+EBERERF5SCaTYXNzU4G4UKlUCIVCCsRFpKsoFBd5SLlcJplM0tPTw+TkJLZ6jFxp+Xwex3F0ciciIiIico/jOGxubpLP55mZmaG3t7fTS5IOchyHTCZzIXvJi4g8jUJxkXsOKh1GR0cZGhpS3+grrlqtsr6+rjdHRERERETuaTQa99sLLiwsqG/0FWeMYW1tDY/Hw8DAQKeXIyJyIgrFRYDd3V329vZU6SCA20InkUgQi8W6YliQiIiIiMhZq9frrKys0NPTw8TEhApHhJ2dHSqVCgsLC/p+EJGuo1BcrrydnR3S6TSzs7OEQqFOL0c6zHEcUqkUoVCI4eHhTi9HRERERKTjarUaq6urRCIRxsfHdVetkMvlSKfTzM/P4/UqWhKR7qO38uRK29vbI51OMzc3p0BcANjc3KTVajE1NaWTfRERERG58hqNBqurq/T19SkQF8AdrLm+vs7U1BTBYLDTyxEReS4KxeXK2t/fZ2dnh9nZWf0iF8D9njgYGKTb/0RERETkqmu1WiQSCXp6ehgbG1MgLrRaLVKpFMPDw/T19XV6OSIiz033uMiVVCwWWV9fZ2Zm5sJXiDsOLC9DLgfRKCwsgPLa9qvX62xsbDA1NYXP5+v0ckREREREOspxHJLJJF6vl8nJSQXigjGG7e1tvF4vsVis08sRETkVheJy5VQqFZLJJJOTk4TDvbz33sUNnJeW4I034M4dqFYhGIQbN+DWLVhc7PTqLodGo8He3h77+/v09/er2kFERERErjxjDOvr6ziOw9zcnALxK84YQy6XI5PJUK/X9T0hIpeCZYwxnV6EyHmp1+vcvXuXwcFBNjZGLnTgvLQEr78O6TTE4xCJri1O0gAA/eJJREFUQKEAqRQMDcFrr12MdXazQqHA2toaPT09DA4O0tPTo5M7EREREbnytra2yOVyLCwsaIjiFddqtVhbW6NSqTA8PEw0GtX3hIhcCvpJJldGs9kkkUgQiUTY2Bg+NHBeWnJD504Hzo7jVoin03Dz5oPq9YEBt6L99m13+yuvXKzK9m6yt7fHzs4O4+PjDAwMdHo5IiIiIiIXQjqdJpvNMj8/r/DziqvX66yuruL3+7l27Zq+H0TkUlGcJlfCwYCYQCDA2NgEb7xh3Q+cBwbA63U/3rzpBtFvvOEG052yvOxWsMfjT4betu0+fueOu5+cXKVSYXt7m7m5OQXiIiIiIiL3ZLNZtre3mZmZIRAIdHo50mHr6+v09PQwMzOjQFxELh2F4nLpOY5DIpHA4/EwNTXF3bvWhQ+cczm3pUskcvj2SMTdnsud77oui0wmw8DAwIUfsvr/Z+/OwyM5q3vxf6uqN6nV3ZJa+zZaZiyPLQYZxsYGG7NDDBeYEAhJuOyQDYYbwg1wWcyWhHtvCGEggXBDDIkxZEOA2fJjt1mCGbAwMkae0Wjp1t6tVqv3per9/fFOa7SOtu6uXr6f55mnrarqrlNSy6o6feocIiIiIqJiCYfDmJ+fR09PD2pra80Oh0yWSqUQj8fR1tbGFpNEVJGYFKeKJoSAz+cDAPT09EBV1bJIOHs8ssd5JLLz+khErvd4ihtXJRBCIBqNwrXbG4CIiIiIqMpEo1H4/X50dXWhrq7O7HCoBESjUdTW1kLTNLNDISIqCCbFqWIJIeD3+5HJZHDs2DGol8vCyyHhPDAgh376fNvbuBiGXD44KLejg0kmk8hms3A6nWaHQkRERERkung8jpmZGXR0dMDtdpsdDpWItbU1FhIRUUVjUpwqkhACc3NzSCQSOHbs2KZPt8sh4ayqwJkzgNcrh2qGQkA2Kx/HxuTyM2c4ZPMwgsEg6uvr1z8kISIiIiKqVolEAlNTU2htbeWsHVqXTCYRj8dRX19vdihERAXDrBBVHCEE5ufnEY1G0dfXB6vVuml9uSSch4eBs2flYyAAPPKIfNy4nA4mnU4jHA6jqanJ7FCIiIiIiEyVS4i3tLTA6/WaHQ6VkOXlZdTX13O4JhFVNEUIIcwOgihfhBBYWFjA2toa+vr6YLPZdt12dBQYGZFDNZNJ2TJlcFAmxEsp4WwYcuhnOCxbugwMHD1hX4jXLAezs7PQdR09PT1mh0JEREREZJpUKoVLly6hqakJzc3NZodDJSSVSuHixYs4ceLEVa+niYjKHZPiVFGWl5cRCATQ398Pu92+5/bVmBwulw8D8i2ZTGJiYgLHjx/f13uDiIiIiKgSpdNpTE5OwuPxoK2tzexwqIQIITAzMwOr1YqOjg6zwyEiKigmxakiCCGwvLyMYDCI3t5e1NTUmB1SSRodBc6dA4JBoLsbcLnkYFGfT7aNqdS2LIZh4NKlS6irq+OJPxERERFVrVQqhampKbhcLrS3t0NRFLNDohKysrKCxcVFnDhxgq1TiKjiVXhNLFWLpaUlrKysoK+vjwnxXRiGrBAPBoGhIaChAbBY5OPQkFw+MrJ9+Gi5MwwDMzMz0DQNLS0tZodDRERERGSKVCqFyclJuN1uJsRpm0gkgvn5eXR3dzMhTkRVgUlxKmuGYWB2dhYrKyvo7e2Fw+EwO6SSNTEhW6Z0d29vEaOqcvn4uNyuUggh4Pf7kc1m0dPTA7XSe+MQEREREe0gFottapnChDhtFI1G4fP50NXVhbq6OrPDISIqCn78R2UrGo1ibm4OmqZhYGCAQ0D2EA7LHuIu187rXS7A75fbVQJd1+Hz+ZDNZtHb2wtN08wOiYiIiIioqHRdx+LiIkKhENra2tDY2MiEOG0SDocxOzuLjo4OeDwes8MhIioaJsWp7BiGgYWFBayurqK1tZUndvvk8cihmpGIbJmyVSQi11fCeVAqlcLMzAwsFgv6+vqYECciIiKiqhOLxeD3+2Gz2ThsnrYRQmBpaQnBYBBdXV1wu91mh0REVFRMilNZSaVS8Pv9AIDjx4+zOvwABgaAwUE5bNPj2dxCxTDksM3hYbldOUsmk7h06RIaGxvR2trKD0yIiIiIqKoIIRAIBLC0tMTqcNpRrs1kIpFAf38/25ASUVViUpzKxtraGvx+PxoaGtDa2sr+0AekqsCZMzL5PTYme4i7XLJC3OcDvF65vpy/rUIIzM7OorGxEW1tbWaHQ0RERERUVLquw+/3I5lMoq+vD7W1tWaHRCVobW0NsVgMx48f51BNIqpaihBCmB0E0V5ylQ6dnZ3sc3ZEo6PAyIgcqplMypYpg4MyIT48bHZ0RxMKhbC4uIgTJ06wZQoRERERVZV0Oo3p6WlYrVZ0d3fzfJh2pOs6Ll68iObmZjQ2NpodDhGRaZgUp5KW6x8eDodx7NgxVjrkiWEAExNyqKbHI1umlHOFeDqdxtLSEsLhMHp6euDabZooEREREVEFisfjmJmZgdvtRnt7O9ul0DaGYSAcDmNxcRE1NTXo6enh+4SIqhqT4lSyMpkMfD4fDMNAT08P+4fTjoLBIBYWFuB2u9Ha2sr3CRERERFVDSEEVlZWsLCwwP7htKtMJoPJyUkAQEtLCzweD98nRFT12DyKSlI0GoXP54PL5UJHRwf7h9OO1tbWsLi4yH6JRERERFR1DMPA7OwsYrEYent74XQ6zQ6JSpCu65ienkZtbS06OzuZDCciuoxJcSo5a2tr8Pl8aG9vZ4+zMlSs1iypVAp+vx9dXV1MiBMRERFRVTEMA1NTUwDAYYm0KyEE5ubmoGkaOjo6mBAnItqAfzmppKTT6fVEJwdqlp9iDfHUdR0zMzNobGyE2+3O3wsTEREREZWBhYUFCCHQ19fHu2ppV8FgELFYDAMDA3yfEBFtwaQ4lQwhBGZnZ+F2u5kQL0Ojo8C5c0AwCHR3Ay4XEInI5T4fcPZsfhLjuq5jamoKNpsNra2tR39BIiIiIqIyEo1Gsbq6ykQnXdXKygqWlpbQ29sLq9VqdjhERCWHf0GpJBiGAb/fj2w2i/b2drPDoQMyDFkhHgwCQ0NAQwNgscjHoSG5fGREbncU6XQaly5dgsViQXd3N2//IyIiIqKqEovFMDMzg/b2dtjtdrPDoRIkhMDS0hIWFhZw7NgxtpokItoFk+JkulyFeCqVQm9vLzRNMzskOqCJCdkypbt7e/9wVZXLx8fldocVj8cxMTEBp9OJnp4eVsUQERERUVVJJBKYnp5GW1sbGhoazA6HSlCu2CwUCqG/v5/DV4mIroJZJTKVEALz8/OIx+M4duwYb+sqU+Gw7CHucu283uWS68Phw71+LBbD1NQUWlpaOCCGiIiIiKpOIpHA1NQUmpub0djYaHY4VIIMw8DMzAzS6TQGBgbgcDjMDomIqKQxKU6mySXEI5EI+vr6mBAvYx6PHKoZiey8PhKR6w/TKj4ej69XxHi93qMFSkRERERUZpLJJKamptDU1ITm5mazw6ESJISA3++Hruvo7e2FxcLxcUREe2FSnEyRu60rGo2ir68PNpvN7JDoCAYGgMFBOVBza99ww5DLBwfldgeRu0W0paWFFTFEREREVHWi0SguXbrEhDjtKpcQT6VSOHbsGNuREhHtE5PiZIq5uTmkUin09/czIV4BVBU4cwbweoGxMSAUArJZ+Tg2JpefObO93/jVpNPp9YqYpqamwgVPRERERFSCksnk+lBNJsRpNwsLC0gkEujr62OFOBHRAShCCGF2EFRdVlZWsLi4iOPHj1d8yxTDkMMlw2HZOmRg4GCJ4XIzOgqMjMihmsmkbJkyOCgT4sPDB3ut+fl5ZDIZ9PT0FCJUIiIiIqKSlc1mMTk5CbfbjdbWVrPDoRKVyWQwPj6Oa665hsVmREQHxI8RqahWV1exsLBQFUM185kgLhfDw8CpU/n5IMBmsyEajcIwDKiV/EkCEREREdEGuq5jamoKDocDLS0tZodDJUzTNGiahkQiwaQ4EdEBsVKciiYWi2FqagrHjh1DXV2d2eEU1OgocO4cEAwC3d2AyyWHTfp8spXI2bOVmxjPFyEELl68iKamJjQ0NJgdDhERERFRwQkhMD09DQA4duwYFEUxOSIqdSsrKwgGgzhx4oTZoRARlRWWX1JR5AYmdnR0VHxC3DBkhXgwCAwNAQ0NgMUiH4eG5PKRke0DKWmzRCKBbDbLvnhEREREVBWEEJidnUU2m0V3dzcT4rQnIQSi0SivmYiIDoFJcSq4XEK8ubm5Kip+JyZky5Tu7u1tQ1RVLh8fl9vRzjKZzPp7ptI/RCEiIiIiEkJgfn4esVgMx44dg6ZpZodEZWB+fh6pVApdXV1mh0JEVHaYFKeCSiQSmJycRGNjI5qamswOpyjCYdlD3OXaeb3LJdeHw8WNq5ysra3B4XCgqamJFTJEREREVNGEEPD7/YjFYujr66v42UuUH0IIhEIhdHV18T1DRHQITIpTwei6jpmZGTQ3N6OlpaVqkpsejxyqGYnsvD4Skes9nuLGVU5SqRQcDofZYRARERERFVwwGEQ8HkdfXx+HJdK+ZTIZCCFgt9vNDoWIqCwxKU4Foes6pqenYbPZqqZCPGdgABgclEM1t/YNNwy5fHBQbkebCSEQCAQQCoXYNoWIiIiIKt7q6ioWFxfR2dnJvtC0b4lEAn6/H06nE+rWnp1ERLQv/KtLeZdOp9cT4tU4IEZVgTNnZPJ7bEz2EHe5ZIW4zwd4vXK9GecuhiF7mYfDslJ9YMCcOHYzPz+PaDSK7u5uJsWJiIiIqGLlikGWl5fR09PDc1/at2QyWXUtSomICkERQgizg6DKEYvFMDMzA4/Hg/b29qpLiG80OgqMjMihmsmkbJkyOCgT4sPDjGeraDSKmZkZHD9+nLeNEhEREVHFMgwDs7Oz60M1a2pqzA6JyoQQAhMTE6irq0NbW5vZ4RARlTUmxSlvQqEQ5ubm0N7ejsbGRrPDKQmlUpk9OgqcOwcEgztXrp89a25iXAiBixcvoqGhgdUORERERFSxstkspqenoSgKuru7OSCRDmRlZQXLy8s4ceIE26YQER0R26fQkRmGgYWFBayuruLYsWO89W8DVQVOnDA3BsOQFeLBIDA0dCUp39AgE/VjY3L9qVPmtVIJBoMQQvDDFCIiIiKqWNFoFLOzs6ipqUFXVxeTmnQguq5jcXERHR0dfO8QEeUBk+J0JIZhYGpqCgAwMDBQNpOvS6WCuxgmJmTLlO7u7ceoqnL5+LjczowEfiaTwdLSEnp6enhyR0REREQVKRwOY3Z2Fq2trWhsbKzqNpN0OAsLC6ipqYHb7TY7FCKiisCkOB3JwsIChBDo6+srm4RmqffWzrdwWB6ny7XzepcL8PvldsUmhMDs7CzcbjfvMCAiIiKiipRKpTA7O4uuri4mNOlQotEowuEwjh8/zg9UiIjypDyymFSS1tbWsLq6iu7u7rJKiJ87Jx+bmoCTJ+XjxuWVxuORif9IZOf1kYhc7/EUNy5AVswkk0m0t7cXf+dERERERAVmGAb8fj8aGhqYEKdDMQwDc3NzaG1thc1mMzscIqKKUR6ZTCo5yWQSs7Oz6OjoKJs/zFt7azc0ABaLfBwakstHRuR2lWRgQFbC+3zbj80w5PLBQbldMem6joWFBbS1tUHTtOLunIiIiIiowIQQmJ+fhxACra2tZodDZWp5eRmapnH+EhFRnjEpTgeWm5je2NiI+vp6s8PZt4P01q4kqipbw3i9cqhmKARks/JxbEwuP3Nm957qhgFcuACcPy8f8/WhwdLSEux2OzxmlKgTERERERVYIBBAJBLBsWPHyubOWiotqVQKgUAAHR0dbJtCRJRn7ClOByKEgN/vR01NDVpaWswO50BKubd2oQ0PA2fPXuml7vfLlinDw1fvpV6o/uvJZBIrKysYGBjgyR0RERERVZxoNIqlpSX09/fDarWaHQ6VqcXFRdTX16OmpsbsUIiIKg6T4nQggUAAqVSqLAd8bOyt3dCwfb2ZvbWLYXgYOHVKVsKHw/I4BwZ2rxDP9VkPBmUVvcslv0ejo7Llytmzh0+MLy0toaGhAQ6H43AvQERERERUorLZLPx+P9rb25nMpEOLx+OIRqO45pprzA6FiKgi8R4u2rd4PI6lpSX09PSUZQ/oUu2tXUyqCpw4AZw+LR+v1jKlUP3XU6kUIpEImpqajnYwREREREQlJndnbW1tLRp2qsQh2qdAIICGhgZYLKxlJCIqBCbFaV+y2Sx8Ph9aW1vLttrhqL21j6JQfbkLpZD914PBIDweT9kMaCUiIiIi2q/cnbWdnZ1ld2ctlY50Os1CIiKiAuNHjrQnwzAwMzODmpoaeL1es8M5ksP21j6KQvXlLqRC9l/XdZ1tU4iIiIio4oTDYSwvL6Ovr68s76yl0qHrOlRVZT96IqICYlKcrkoIAZ/PBwDo6uqqiGqHg/bWPopC9uUupEL2X7darUilUkcPkoiIiIioRESjUfj9fvT09JTtnbVUOqxWK3RdRyaTYWKciKhAmBSnXQkhMDc3h3Q6jf7+fqiFyBqbJNdbu5C29uXOffsaGmQyeWxMrj91qjAJ+aPI9V8fHZWxbowv1399ePjg/deFEMhkMhBC5DNcIiIiIiLTJJNJzMzMoKOjA67dbrUkOoBUKgVFUWCUet9NIqIyVmKpOColwWAQkUgEx44dq47b/4QA0kkgtir/pZNy2SEVsi93oRWq//ry8jKSySTa2toKEzgRERERURFls1lMT0/D6/VWz2BNQwcSESAako+GbnZEFSX3nmpra4Pdbjc7HCKiisVKcdrR2toalpaW0NfXVz0DEZNRIB2/8nU2Bei1QM3hqj2O2pdbVlMLAIopbWsK0X89kUigsbGxet5TRERERFSxDMPA9PQ0amtr0dLSYnY4xaFngegK5HUKAD0NZBJAnRdQzSmkyt2FWgmtPgE5ZFNV1bKf50VEVOqYFKdtkskk/H4/Ojs7q6cfnqFvTojnpOOAvfZQJ3iH7csthABiIXmyaeiAZoVwN0M5ZHL+KPLdf13TNGSz2bzGSERERERUbLlWkwDQ2dlZMQnZPaViWE+I5wgBpOKHLiY6LJFJAeGl9es4UeMGPC1QTErO54uqqjAMA0KI6nlfERGZgElx2kTXdczMzMDr9cJzmCmK5Uq/SqJWzx4qKX7ovtyxELC2vGH/GSA0B6F0QnHUHTiOo8pn//Xa2lqEdyuNJyIiIiIqE6FQCNFoFAMDAxU1e2lPeuZgywtEGDoQmAHEhp7biTUgm4Zo6inrZHKuZUoymayeIjUiIhNU0V9v2kuu2sFqtVbP7X85V0t6H7LS4DB9uYUQl29H3MFuy8uIpmlIp9Nmh0FEREREdGiJRALz8/Po6uqC1Wo1O5ziUnepqyt2dXZ8bXNCPCeTlP/KnMViQSqVMjsMIqKKxqQ4rVtZWUEsFkN3d3dZf7J+KJoFsO4wxMTqkOsOKdeXe3gYCASARx6RjxuXbyLE7oNqsuWdTNZ1HQsLC2hqajI7FCIiIiKiQ8ndWdvS0oK6uuLfxWk6h3Pn5fZdlheKfpVro2xxq9bzbXlZ3jXs2m04FRER5QXbpxAAOcxjcXERPT09sFiq9G1R4wG0OJBOyK9tNYCt9sgve6C+3Ioik/A7tXOxOo4ci1l0Xcfk5CRqamrQ2NhodjhERERERIeyuLgIm81WvYUemhVwNsre4npWXrs4nEcqJDoUyw4FTTk7FTuViWAwiEAggL6+PmhaefdGJyIqdVWa/aSNhBCYn5+H2+2uzmqHHEWRFQ4FqHLYb19uRVEgXM3A6vz2la7ynD6u6zqmpqZgtVqr8y4EIiIiIqoI8XgcoVAIx48fr+5zWosVsNSbG0ONW7aX3NrL3OGCUqZJ8VAohMXFRfT29rKXOBFREbB9SpUTQmBxcRGJRAJtbW1mh0MAlFo30NgpK8NVTSbpm3qg2MrzxCgYDCKbzTIhTkRERERlK5VKrbdNyQ1CJPMoqgo09QDOetnnXLMCriagod3s0A7FMAzMzs6iq6sLtbVHv1uZiIj2xkrxKpZLiK+urqKvr69626aUIMVRBzgqo2rf6XQiEAiYHQYRERER0aGkUilMTk6ivr6+etumlCBFswCeVvmvzKmqitraWqTT5T1HioionDALWqWEEFhYWMDa2hr6+voqttrBMPbZy7vMlNNx1dbWwmKxIBqNwu12mx0OEREREdG+JZNJTE5OorGxES0tLbzzkQqmvr4eq6ur/OCFiKhImBSvQoZhwO/3I5FIoK+vDzabzeyQCmJ0FBgZAcbHgWQScDiAwUHgzBk5/LJcldtxKYoCTdNgGIbZoRARERER7Vs0GsXMzAyamprQ3NzMhDgVFK+ZiIiKi0nxKmMYBqampgAAAwMDB2qZUk7VyaOjwLlzQDAIdHcDLhcQicjlPh9w9mxpJpD3UsrHZRgGMpkMbDbbpguGZDKJZDIJpzP/A0yJiIiIiAohHA7D7/ejo6MDDQ0NZodDFSSdTkNV1U3X4kIIrK6u8pqJiKiImBSvIkII+Hw+AEBvby/UA2S0y6k62TBkrMEgMDR0JXHf0CCT+WNjcv2pU6Wb1N9JKR9XPB7H9PQ0dF2HzWZDR0cHrFYrVlZWEAqF0NzcDKvVWtygiIiIiIgOIRaLYXZ2Ft3d3Wz/R3kjhIDf70c4HAYANDU1wev1IhaLIRAIwDAMdHZ2mhwlEVH1YFK8SgghMDc3h3Q6jf7+/gMnxEu1OnknExMyed/dvT05rKpy+fi43O7ECXNiPIxSPS4hBGZnZ+H1etHc3IxgMIiZmRkYhgG3243e3l5OUCciIiKispBIJDA9PY22tjYmxCmvQqEQ4vE4rr32WmSzWczNzSEQCMBqtaKpqQkNDQ0Huk4nIqKjYVK8CuSSlvF4HL29vdA0bd/PLeXq5N2Ew7Ka3eXaeb3LBfj9crtyUqrHtbq6CiHEep/FXMWDEIIndURERERUNuLxOKamptDc3IzGxkazw6EKIoTA0tIS2tvbYbFYYLFY0N/fD8MwoCgK+9UTEZmAGasKZxgGZmZmDj1U8yDVyaXC45HtXSKRnddHInK9x1PcuI6qVI8rEomgvr5+04mcoihMiBMRERFR2YhGo5iamkJrayuam5vNDocqTDKZXL+TdiNVVZkQJyIyCbNWFSybzWJ6ehrZbBZ9fX2H6um8n+rkZLK0qq4HBmS/c59PVrpvZBhy+eCg3K6clOpxxeNxDoQhIiIiorK1urqKmZkZdHR0wOv1mh0OVaBYLAan08kEOBFRCWFSvEJls1lcunQJmqaht7d302TrgyjV6uSrUVU5ANTrle1dQiEgm5WPY2Ny+ZkzhWn3YhjAhQvA+fPycWvy+ijMPK7d6LqObDYLh8NRvJ0SEREREeVJIBDA/Pw8uru7UV9fb3Y4VKFSqRTsdrvZYRAR0QbsKV6BdF3H1NQUampq0NXVdaRPo3PVyaOjMvG9MeGaq04eHi69quvhYTkAdGREtnfx+2XyfnhYJo4LMRh0dPTK/pJJub/Bwfzuz4zjuppUKgVN0w7Up56IiIiIqBSEQiEsLS2hr68PNTU1ZodDFSyVSqGhocHsMIiIaAMmxSuMruuYnp6GxWJBZ2fnkW/PylUn+3yyGrm7W7ZMiUTkMjOqk/dreFgOAJ2YkO1dPB6ZvC9ErKOjwLlzciDpxu/R6Kj8Pp09m9/EeLGOay/RaBS1tbXF3zERERER0RGEw2HMz8+jp6eHCXEqKF3XkUgk0NHRYXYoRES0gSKEEGYHQflhGAampqagKAqOHTuW10GHxaiC3sowSiPxuxfDAN77Xvk9GhraXk0/Nia/R3feWZrxH5YQAuPj4+js7IRrt6bzREREREQlJhwOw+/3o6enh+exVHCBQABra2vo7+83OxQiItqAleIVQggBv98PAHlPiAPFr042Iwl/WBMTMs7u7u3fD1WVy8fH5XYnTpgTYyFkMhnous4hm0RERERUNmKxGGZnZ9Hd3c2EOBVFPB7ne42IqAQxKV4BDMOAz+dDJpNBb29v3hPiOapanKRuMVuR5EM4LBP3u53nuFyy93c4XNy4Ci2ZTMJutxfs/UZERERElE+RSAQ+nw9tbW1wu91mh0NVIplMsp84EVEJYjarzKVSKVy6dAm6rqOvrw8WS3l/zmEYskI8GJStSBoaAItFPg4NyeUjI3K7UuHxyEr2SGTn9ZGIXO/xFDeuQuMEdSIiIiIqB0IIBAIBzMzMoKOjA42NjWaHRFXCMAyk02leNxERlSAmxctYKBTCxMQEnE4nent7oWma2SEd2UFakZSKgQHZ2sXn256sNwy5fHBQbldJ0uk0bDab2WEQEREREe0qm81iamoKwWAQfX19qK+vNzskqiKZTAaKosBqtZodChERbVHeZcVVSgiBpaUlrKysVFwvvHJsRaKqste5zyeHam5s+eLzAV6vXF9pXUYymQxqamrMDoOIiIiIaEepVApTU1Oora1FT09PRRQRUXnJZDKwWCxQFMXsUIiIaAsmxcuMEALz8/OIRCLo6+uDw+EwO6S82tiKZKe2a6XaimR4WPY6zw0H9ftlnMPDpTkcNB+y2SwvLIiIiIioJOXaTDY0NKC1tZVJSTKFrutl3+KUiKhS8f/OZSYQCGBtbQ39/f0V2boi14pkdFQmvjdWV+dakQwPl2YrkuFh4NQp2dolHJbxDwxUXoV4jq7rTIoTERERUcnJZDKYmppCQ0MD2trazA6HqhivmYiISheT4mUkFApheXkZfX19FZkQB8q/FYmqAidOmB1FcVgsFui6bnYYRERERETrdF3H9PQ0nE4nWltbzQ6HqpymabxmIiIqUUyKl4nV1VXMz8+jp6en4vs4V2MrknJktVqRTqfNDoOIiIiICIBMiE9NTcFqtaKzs5MtU8h0NpsN6XQaQgi+H4mISgyT4mVgbW0Ns7Oz6OnpQV1dndnhFEW1tSIpRw6HA8lk0uwwiIiIiIhgGAamp6ehaRq6u7uZgKSSYLfboes6stksrFar2eEQEdEGTIqXuHg8Dp/Ph+7ubrhcLrPDKaqDtiIRQgBAyZwAG0ZlJ/UdDgfW1tbMDoOIiIiIqpwQAj6fDwDQ09MDtZJOuguAVcvFo6oqbDYbkskkk+JERCWGSfESlk6nMT09jba2NrjdbrPDKSnJaBS/vPfrmHzgZ5h64GeYfWgM6XgcwhDQbDY09/ei7+Yb0fP4YTzmec9BU++xosY3Onql/UsyKdu/DA5WVvsXu92OVCrFk2oiIiIiMtXi4iJSqRQGBgaYEN9i+mcP4tff/j6mz/8ck//1U4QXFmFkslBUFTX1Hhx7/DB6b3o8+p/4BFz3rKdDszBFkG92u51tJ4mISpAicuW1VFLS6TSmpqZQV1eHjo4Os8MpGfOPjOP7f/f/8KN/vBvpeBya1Qo9k9lxW9VigdB1CABDv/FMPOUNr8d1z35GwU+UR0eBc+eAYHDnQaFnz1ZGYtwwDPzqV7/CtddeCwtPnomIiIjIBMvLywgEAujv74fdbjc7nJKQSSbx08//B7577hPwPfgLKJoKQIHYaeCjokDVNBjZLNxtrXjKH78OT3rtK+Bp45DSfJmbm4OqqmhrazM7FCIi2oBJ8RKUSqUwOTkJt9uN9vZ2U6twS6UFSDqRwJff+X5868N/C1VTYWQPNsFb1TQYuo7jtz0Rr/j0x9Hc31eQOA0DeO97ZWJ8aGjz98owgLExmRC/887KaKXyyCOPoLe3t+KHvxIRERFRaRFCYHFxEaFQiOejG1z8wY9x139/HYJTM1BUFcIwDvR8RVVhsdvx4r/+C9z2+6/mHaF5sLy8jEQigZ6eHrNDISKiDZgULzGJRAJTU1NobGxES0uLqSchpdICZPKB8/jU77wawamZA5/UbaVaNKgWC17813+JJ//Ba/L+/b1wAXjXu4CmJqChYfv6UAgIBID3v/9g/dJL1cWLF9Hc3AyPx2N2KERERERUJYQQmJubQzQaRW9vLyvEAWRSKYy87U585yMfl8nwnarCD+ia22/Fq+7+f2jo6sxDhNUrHA5jeXkZx48fNzsUIiLaoAJqVStHLiHe1NSE1tZW0xPi587Jx6Ym4ORJ+bhxeTE8/I1v4kNPfg5Wpn1HTogDgJHVkU2m8Lk/ejO+8GfvQr4/EwqH5QcIu81Edbnk+nA4r7s1jcPhQCqVMjsMIiIiIqoSQgjMzs4iFouhr6+PCXEA6Xgcf/u8l+C75z4BCJGXhDgAXPzhj/HBm56KxUcv5OX1qlWupzjrEYmISguT4iUilxBvbm5Gc3OzqbEYhqwQDwZlC5CGBsBikY9DQ3L5yIjcrpB+/e3v4W//229DT2dg5OnEbqNv/tU5fPHt78nra3o8sqI+Etl5fSQi11dKYXVu2CYRERERUaHlEuLxeBx9fX2w2Wxmh2S6TCqFv3vBSzH+ne/npYhoIyOrI7K0jA89+TcQmJrO62tXE5vNBsMwkNllFhYREZmDSfESkEgkMDk5iebmZjQ1NZkdDiYmZMuU7u7tfa9VVS4fH5fbHZRhyBYj58/Lx93O21ZnZ5EOBfC/7r8Xv/XBd8Fa4zj4zvbhP//3h/GTuz+ft9cbGJAtZny+7cdmGHL54KDcrhIwKU5ERERExbA1IW61Ws0OyXxCYOyLX8Jvvuct+B9f+SxO3PqEvO/C0HVEg0F87I7fQjadzvvrVwNVVWGz2XjdRERUYixmB1DtkskkJicn0dLSUhIJcWB/LUD8/oO3ANlvj3JhGNCySVz/zNuhWSzouG4Q7pZmfOpVbzzsIe1OUfC5P/5TXPv0p8DTfvRp4Koqj8fnk0M1u7vl9ysSkcu8Xrm+EoZsAoDVamXFAxEREREVVK6HeCKRYEJ8g6VfP4IbnvdMADJ5/aYv340/f9IdmH8kv+1OjKyOhV8/iq994P/g+e97Z15fu1rwuomIqPRUSGquPGWzWUxPT8Pr9ZZMQhwoTAuQnXqUe73A/ffLwZRf+tKVyuqHv/YNuJoaoVnkZzaqpuFxL7yjMD3WhUA6Hsfdv/+mvL3k8DBw9qx8DASARx6RjxuXVwqr1Qpd16EXoL0NEREREREABINBRCIR9Pb2MiF+WToeR2o1tP61qmlQVA2Pec7TC7NDIfD1P/8rzDz4i8K8foWz2WxMihMRlRhWipvEMAxMT0+jtrYWLS0tZoezSa4FyOioTHxvrGrOtQAZHt5/C5CtPcpVFVhYkBXjgQCwsgJcugT8/OfAC56v44d/+0kMPfWW9ecLIZCKxws2mMTI6vjlvV+Hb/QhdA+fystrDg8Dp07JFjPhsPw+DgxUToV4jqZpUFUVmUwGmqaZHQ4RERERVZi1tTUsLS2xQnyLn9z9L/C2eWHoOtTL5+GqqiAZiRZsn4qq4ut/8Vf4/X/754Lto1JZrVak2X6GiKikMCluglw/PEVR0NnZWZgK6CPIdwuQrT3KFxaABx4AEgnA7b5Slf6DHwC//uGvYPv2w/j5yNfwuDN3QM9moVks+MI7/6Kwx2zRcN/HP4Xf+/uP5O81VeDEiby9XElSFAWaprFSnIiIiIjyLpFIwO/3o6urCzU1NWaHkxeGYSA0EUIqnILdY0fDQAPUA1bOCCHw3Y/+PRzOGpx40k0A5Hn5woVLeOBfvliAqCUjm8XoyFewOjeP+o72gu2nElksFsTjcbPDICKiDZgULzIhBObn5xGPxzEwMHDgE6BiybX6yPUA9/tl8np4eHsP8L1s7FFuGPL1EgmguVkmjnUdiMWAY8eAia+ehxM34JMv/2OcftFz0djVgYmf/AwTPz5foCOVjKyOH//TPfjN//t+1LjdBd1XpWFSnIiIiIjyLZlMYmpqCi0tLXBXyPn5/Og8fj3yawTHg8gms7A4LPAOenHtmWvRPrz/JPPkT36KubFfAQA+cMtz8JjnPB2pWAwP/OuXkIrGChW+JAR++A+fwXPf/bbC7qfCqKrKayYiohLDpHgR5QbERKNR9PX1wWIp7W9/vlqAbOxRbhiyZYrbfeV10mlA0wC7XYd1+UeIoANJUY/z/35v3o/parLJFC796Ce4/jnPLOp+yx2T4kRERESUT4lEAlNTUyU3e+ko5kfn8cC5BxAPxuHp9sDmsiEdSWNhdAFrvjXcdPamfSfGf/Wf34aqaTB0HYsXLmHxwqUCR3+FMAyMfeObTIofkKZpMHJDtIiIqCSUZplyBcq1TInFYujr64PNZjM7pH3JtQA5fVo+HqawPdejfHoaWFyUVeGGceXf2pocvlmT9UMVEeiwQ4c9/wezB1XTMP2z0aLvt9wxKU5ERERE+ZJLiDc1NZXc7KXDMgwDvx75NeLBOJqHmuFocEC1qHA0ONA81Ix4MI5fj/x630nT6fMPFmze0n74H/wlDJ7/HwivmYiISg+T4kUghIDf70c8Hi+rhHi+qCpw8qTsR37//bJS/NIl2UZlfFxWire2AvH5SeiogYYUNKSKHqcQAtPnHyz6fssdbwUkIiIionyIx+OYnJxEc3MzmpubzQ4nb0ITIQTHg/B0e7a1z1RVFZ5uD4LjQYQmQvt6vamfnIcwseo4k0xi8dGLpu2/HDEpTkRUepgUL7BchXgymazKiemGAXzpS8A99wBWK9DTA1gssjo8GJT/FhaA730P+NH5GqxiEHXww46VoscqDAOBS1NF32+5462ARERERHRU8Xh8vYd4pbRMyUmFU8gms7C5di6OsrlsyCazSIX3LgwydB2R5UC+QzywlekZs0MoK5qmQQjB6yYiohJS2k2ty1wuIZ6rEK+2hPjoKPCFL8h/gQDQ0CB7i9tsgKLIbTRN/kskgKlkD5pwHL34MhSTYs4kEybtuXxpmoZ0Om12GERERERUpnItUyoxIQ4Ado8dFocF6UgajgbHtvXpSBoWhwV2z94tJLOp4t9Ru5NMiuf/B5G7Q0DX9W13CxARkTn4f+MCyQ3VrOaE+LlzwA9+AKRSQEcHUFsLTE3JoZ0OB1BXJxPimYx8dGhxKBCIowNmdcjTquznlA9WqxWZTMbsMIiIiIioDCWTyYpOiANAw0ADvINehH3hbZXChmEg7AvDO+hFw0DDnq+lWkqjrk2zlkYc5UJVVWiaxusmIqISwqR4AQghsLCwgGg0it7e3qpLiBsGMDIiW6P09sqe4jU1V9YLISvF3W75z2YD6uuB5oYoNCQQwrVIodGU2Osq9ES8kGw2GyvFiYiIiOjAUqkUpqam4PV6KzYhDsiE6LVnrkWttxbLY8tIhpIwsgaSoSSWx5ZR663FtWeu3VcFsWa1wlqzvdq82JwN9WaHUHZsNhuT4kREJYRJ8TzTdR0+nw/hcBi9vb1VN1QTACYm5ADN7m5ZEa5pslpc1+U/RZHV4bGY/JfJAKurwHKiCzF0II5m6Nj71sF806xWHHv8cNH3W+5yleJCmFXfT0RERETlJhKJ4NKlS6ivr6+ooZq7aR9ux01nb0LbcBvigTgCjwQQD8TRNtyGm87ehPbh9n29jqIo6HrsYwoc7R4xqAo6Tw2ZGkM5slqtLCYiIiohvOcpj1KpFGZmZmCxWHD8+HFYSuTWtmILh4FkEnC5ZJV4U5McpqlpQDoNZLOyWjydlglyux1wOoFsyo00PIiiGym44cR8UePWMxkcO31DUfdZCXJ3QmQymar8EIiIiIiI9k8IgeXlZQQCAXR0dKC+vt7skIqmfbgdradaEZoIIRVOwe6xo2Gg4cA9pvuecBozP3sQeiZboEivrvn4AOxOpyn7LmesFCciKi2sFM+TdDqNS5cuweVyobe3t2oT4gDg8cgK8UhEJsUHB+Vyv1+2VtlaUCyErCDPGFZYlCysWEMEx0zpK953840m7LW8KYrCvuJEREREtC+Li4sIhULo7++vqoR4jqqq8J7wouN0B7wnvIcauth/y02mJcRViwUnbnuiKfsud6wUJyIqLUyK50Emk8Hk5CTq6+vR1tYGRVHMDslUAwMyEe7zySR4S4usBLdaN/cWB2Q/ccOQ7VN0HXB73WjGLxBFV1H7iiuahhNPfhKa+nqLts9Kwr7iRERERLSXpaUlhEIh9Pb2wuEwvy92uXrsC54Lh8dtyr6NbBZPes1/N2Xf5Y6V4kREpYVJ8SPKJcTr6urQ1tZmdjglQVWBM2cArxcYGwOmp2U7lY4OOVCzpUVWktvtMhGeqxzv6gKe9BvHUKcEoMNe1L7iQtfxlDf+ftH2V2lYKU5EREREVxMIBBAMBtHb2wu7vfjzgyqJ1eHAba9/FVRNK+p+FVVFx9B16Lv5pqLut1LkKsU5i4mIqDQwKX4EqVQKk5OTqK2tRUdHR9VXiG80PAycPSsfl5aAUEgmwI8dA26/HejrkxXlx48D/f1Aeztw881A57E61F33TGjIQEOqKLEqqor6rk4Mv+C5RdlfJeKtgERERES0EyEEFhcXsbS0hN7eXtRsvXWUDuX2P3yNHNBURMIw8Kz/eZbXvYdks9kghICu62aHQkREYFL80OLxOC5dugS3243Ozk6eGOxgeBi4807gf/5P4NQp4HGPA267DThxQg7fzGSAxkY5kLO2VlaPGwaQ7P4tNDjDcCirRYlTGAZe+emPQ7s8MJIOzmKx8OSOiIiIiDYRQsDv92N1dRX9/f1MiOdRU18vnv++dxQtMa5aNFzzlNvwhP/+O0XZXyVSVRWqqiKbNacfPBERbcak+CGkUilMT0+jpaWFPcT3oKrA058O3HILEI1eWTY4KPuLLy0BgYBMjiuKbLfS0l6LV33wZYAwCh6foqm47fdfjWuf/pR9P0cYBkQyBpGMQug8oQEATdOYFCciIiKidUIILCwsIJFIYGBggD3EC+CZ//NN6L7hVFHaqGhWG15+19/t+9pXCAGRSclrpnSCLUMu43UTEVHpYFL8gHItUxoaGuD1es0Opyxs7TEeCslK8ZMnZSJcUeQQzmDwStuVM294Kp75lrOFjcuioXPoOrzo/75/X9sLISAiQWDxEhCaA0LzwNIkxOoiRBES+KVM0zRWPBARERHRusXFRYTDYRw7dgwWi8XscCqSZrHgtZ+/Cw63q7CJcUXBK+76OzT1HtvX5iKTBAIz8l9oHgj6geVpiFS8cDGWCSbFiYhKhyL4ke2+ZTKZ9ZYprBA/uNFRYGQEGB+XgzcdDuCaa4DHPx7o7AQ8HtlnXL38UY0QAvf8wf/A/Z+8K++xqJqGlmuO40+//3W4mpv29RwRXgLi4cuxASshFcmUArtdwNtqh+Kt3jY6iUQCU1NTOHnypNmhEBEREZHJlpeXEQgE0N/fz6GaRTDz4C/w4ac+F6loDEa+E66Kgt/7+4/gtte9cl+bi2xaJsN3SzN4u6DYqreNzuTkJOrr69HQ0GB2KEREVY9J8X1Kp9OYnJyE0+lkD/EjMAxgYgIIh7cnwXcihMCX3/V+fP0vPgRFVSHydJI3cOst+KMvfQ7OxsZ9bS/0LLA0CQCYX9Tw81/aMeO3IJVWYbcZ6OnKovcxDRgars1LfOUmnU7j0UcfxfXXX8/fDSIiIqIqJYTA8vIygsEgh2oW2dzDj+Bjd7wIIf8chHH0u1hViwbVYsEr/vHvcOPvvHjfzxOri0BibfcNbDVQvF1Hjq9c+Xw+OBwONDc3mx0KEVHVY1J8H3IJcZfLhfb2dib9THDh/h/h0y9/PVZm/Ic+yVMtGlRNw2/+n/fjKW/4fahXy8ZvIWKrwNoy5hc1fOM7tQiFNbS3ZlHjEEgkFcwuWpDK2vG8F7sxPHyo8A5OCNl3XVGLPnl+eygCv/rVr3D8+HFWAxERERFVISEElpaWEAqF0Nvbyx7iJkjFYhh525343sc+CVXTDlc1riiAEBi49Ra88jOfQHN/34GeLhYu7l4lntPaD0UtfB/0dYYBKJDXTSZbXFxEJpNBV1f1fjBARFQqzP+rUOJyCXG3282EeAEYBnDhAnD+vHzcLd994rYn4s6HH8Bz3/1W1DXJXu7KPvvmKaoKzWrF6Zf+Ft499hM87ewfHighDgAQBoQAfv5LO0JhDcf7MqhzCmgaUOcUON6bQXhNtofJQ2HG3gxdtnJJrAHJyN4nngWmKArsdjtSqZSpcRARERGROZgQN5/d6cRLP/pX+NP7voFrnvpkANh3r3H1ct/3lhMD+O//8DH86fe/fuCEOID9XZcU89olFQcSYXntlM0Ub7+74DUTEVHpYKX4VeR6iJd7hfhBW5YUy049xgcH5VDOq1Vb65kMRr/4FfzXZz6HSz95ALHAyo7bWRx2dA+fwvALn4cnvebl68n0wxCpGIIXF/CvX65DvcdAnXPzr40QwNikG78cr8P73w+cOHHoXe1POgFkkle+dtQBmrXAO706n88Hu92OlpYWU+MgIiIiouLK9RDv6+tjQryELF2cwP1/fxce/sY3sfDIo7tWjjf2dOH4k5+EW1/7Cpx48pOOdN0rlqeBbHr3DRRVVooX49paCCC+euVr1QLUuAq/36tIJBKYnJzEyZMnyza/QERUKZgU30U2m8Xk5CRqamrKuof4YRPPxYjr3DkgGAS6uwGXC4hEAJ8P8HqBs2f3H9+Kfx4P/Oc4QssJ1NgzONaroXVwAG2DJ/I2hV0Igemf+/GFex3o68lg48sKARgC+NnFVow9rOGd7wROn87LbneXTQOp2JWva9xAMW9B3MHS0hJSqRS6u7tNjYOIiIiIiicYDGJxcRF9fX3sIV7CMskkZn/5MEL+OWSTSWg2G5yNDegafgyceRz6KOJrQHhx9w3qGqG4Dl+sdLBghLyzVly+lddiB+zmzoAyDAO/+tWvcM0118Bms5kaCxFRtbOYHUApymQymJqagsPhKPuE+E6J59FRmXw+SOI5nwxDJuqDQWBo6ErVekODrGQfG5PrT53au6JdJv3bMT7efiXpvwqc6QM68pgjVhQFRl0LVMsa4gkFdU4BRZHJcAC4uNCI1bAGh0MeQ8FpVsBWCxhZwGIzPSEOAA6HA+Fw2OwwiIiIiKhIAoEAlpaWOFSzDFgdDvTe+Hj03vj4wu6oxiXvat1p2Ka9FqhrLOz+N1IUeUdtJiX/22r+XQyqqsJmsyGVSjEpTkRkMibFt8hkMpicnERtbW1ZJ8TzmXjOt4kJWbne3b1936oql4+Py+2u1oak2En/3hN2RIxGXBhN4pbHxaGqQCRhx1K4Fsm0BT6f3N/AQP72uStFAax2AKUz1NJutyOdTkMIUba/N0RERES0PxsT4rW15lbfUulQFAXC0yKT47k+3poFqHUDdmfxrxNUzfTq8K0cDgdSqRRcLnNbuRARVbsS6CxdOiolIQ4cLPFcbOGwbOWy2zmAyyXXX63oeGvSv6EBsFjk49CQXJ7voZeqCvy352tI6E782zea8aNfNmNq0Y3FZQvGxmTblzNn9v8hw36HjJaLXKVDOn2VHoJEREREVPYCgQCWl5fR19fHhDhtoygKFHstlIZ2KM09UBo7oDjqyvr6Op/sdjuSyeTeGxIRUUGxUvwyXdcxNTVVEQlxYH+JZ7//6onnQvF4ZJuTSEQmsbeKRLBnG5J8VZsf1PCwrEDP9Wn3+2Wsw8MH69Neqr3ej0JRlPVp6nZ76VSwExEREVH+rKysYGlpiT3EiQ7JbrcjGo2aHQYRUdVjUhxyqObMzAysVmtFJMSB/CSeC2VgQCaAR0fl/jcmtQ0D+2pDYmbSf3hYtp2ZmJCv7/HIWPdbIV6qvd7zwWazsVKciIiIqEKtrq5ifn4ex44dY0Kc6JB4zUREVBqqPikej8fh8/lQU1ODrq6uikiIA/lJPBeKqsqKaJ9P9jbfmBj2+fbXhsTspL+qHq4CvZR7vedDbmgMEREREVUOwzCwuLiIUCiEnp4e1NXVmR0SUdmy2WzQdR26rkPTNLPDISKqWmWYdsufaDSKqakpeL1edHd3Qy3HLOQucolnr1cmWkMhIJuVj4fpf51vuTYkw8NAIAA88oh83Lj8anJJf59vey/uXNJ/cHCfSX9DlxPJ9eyhjuUgSrnXez6w6oGIiIioshiGAZ/Ph1gshuPHj3M4YLUSQg7NzKYBUebDkExmsVigaRqvm4iITFa1leKRSAQ+nw8dHR2or683O5yCyFf/60LGd9g2JPmoNgcgT+wSa1e+ttUUdDp5Kfd6z4dcT3EiIiIiKn+GYWBmZga6rqOvr49VrdVKCCARAfSM/FpRgVpPed7aWiJyd9iyDRERkXmqMim+trYGn8+Hrq4ueMxoql1ER+1/XWiHbUMC5Cnpn4pt/jqdAKyOgn2DzG77kmMYhXlP2O12ZLNZ3gpIREREVOYMw8D09DSEEOjt7eW5XTXTM1cS4oCsFE8nAIfTvJjKHIuJiIjMV3VJ8VyFeDUkxHOOkngudUdO+gux08I8RrhZKfR6Hx298kFCMimT8IOD+bl7QNM0aJqGVCqF2trCVdwTERERUeFsTIgfO3aMCfFqt9M1047XUbRfdrsdiUTC7DCIiKpaVSXFc0M1qykhXg2OlPS32mWVw/qLafJ2wALJW9uXQxodBc6dk4M+N+57dFTufz/93K9GUZT1qgcmxYmIiIjKjxACfr8fhmGwQpwkzQpAwabiIavNrGgqgt1ux+rqqtlhEBFVtRJpolF4iUQC09PTaG1tZUKcrsj1ELdYZduUWjegKAXd5VGHjB6WYcgK8WAQGBqS7VssFvk4NCSXj4xsH1x6ULwVkIiIiKg8CSEwNzeHZDLJCnG6Qr3cQ9xiByw2oMYlH+nQHA4H0uk0BCvuiYhMUxWV4qlUClNTU2hqaoLX6zU7HColiiIT4yjugBMzer1PTMiWKd3d2/ejqnL5+Ljc7ijtdhwOB6LR6NGCJSIiIqKiEkJgYWEB0WgU/f39sFiq4lKR9kvTgJo6s6OoGFarFYDMVTgcDpOjISKqThV/phOPxzE9PY3GxkY0NzebHQ7RumL3eg+HZQ9xl2vn9S6XHFYaDh9tP3a7HYFA4GgvQkRERERFk6sQj0Qi6O/vX0/YEVFhbGw7yaQ4EZE5Krp9SiaTwfT0NJqbm9Ha2mp2OESm8njkUM1IZOf1kYhcf9TuQna7HZlMBsZR+7AQERERUVEsLS0hFouhv78fNhvbYhAVA9tOEhGZq2KT4rquY2ZmBi6XC01NTWaHQ2S6gQFgcFAO1NyarzYMuXxwUG53FBaLBaqq8gSPiIiIqAyEw2EEg0H09PQwIU5UREyKExGZqyKT4plMBpOTk9A0DR0dHWaHU/UMA7hwATh/Xj6ygNgcqgqcOQN4vcDYGBAKAdmsfBwbk8vPnDl6X/PcrYDpdDo/gRMRERFRQQSDQczOzqK7u5stHIiKjElxIiJzVVxP8WQyiampKdTV1aGjowNqIScX0p5GR4GRETnAMZmU7TkGB2XydXjY7Oiqz/AwcPbslZ+J3y9/JsPD+f2Z2Gw2nuARERERlajcUM3V1VUcO3YMTqfT7JCIqk6ukEgIAUVRzA6HiKjqVFRSPBaLYWZmBl6vF83NzfzDYrLRUeDcOSAYBLq75SDHSEQu9/lkcrYSE+OGAUxMyIGVHo9sR1JKn80MDwOnThU2RlY9EBEREZUmwzAwNzeHeDyO/v5+2O12s0Miqko2mw2GYSCbzXK4LRGRCSomKR4KhTA3N4f29nY0NjaaHU7VMwxZjRwMAkNDVxKuDQ0yCTs2JtefOlVaCeOjKpfKeFUFTpwo3Ovb7Xasra0VbgdEREREdGC6rmNqagoA0NfXx0QckYlUVYXVakUqleLvIhGRCSoiHRmLxTA3N4djx44xIV4iJiZkYri7e3vSW1Xl8vFxuV2lyFXGj44CTU3AyZPycePyarHxVkAiIiIiMp8QAn6/H5qmMSFOVCJ4hy0RkXnKOikuhEAwGMT09DTa29tRV1dndkh0WTgsK6Vdrp3Xu1xyfThc3LgKZWtlfEMDYLHIx6EhuXxkpHqGjG68FZCIiIiIzJVOpzE1NYV0Oo2uri7OXSIqEbliIiIiKr6yPRsSQmB+fh7Ly8vo6elhhXiJ8Xhk65BIZOf1kYhc7/EUN65CqcbK+KtRVRUWi4UneEREREQmSyaTuHTpEmw2G/r7+2GxVEwHTaKyZ7PZeM1ERGSSskyKCyEwNzeHSCSC/v5+VoiXoIEB2Uvb59teHW0YcvngoNyuElRbZfx+sOqBiIiIyFyJRAKTk5NoaGhAR0cHNE0zOyQi2oBJcSIi85RdUtwwDPh8PsTjcfT19cFms5kdEu1AVeVwSa9XDtUMhYBsVj6OjcnlZ85UzpDNaquM3w+e4BERERGZJxqNYnJyEk1NTWhpaYGiKGaHRERb5K6ZOIuJiKj4yiolmZuWnslkmBAvA8PDwNmz8jEQAB55RD5uXF4pqq0yfj+YFCciIiIyRzgcXp+71NzczIQ4UYmyWq0QQiCTyZgdChFR1SmbhnLZbBbT09PQNA09PT0cDlMmhoeBU6dkL+1wWFZKDwxcvULcMA62fSnIVcb7fLISvrtbtkyJROSySquM3w+bzYZwNfWLISIiIioBoVAI8/Pz6O7uhtvtNjscIroKVVVhtVqRTqdZ9EdEVGRlkRTPVYjbbDZOSy9DqgqcOLG/bUdHgZEROZQymZQtRwYHZUK51CvLcxXwufj9fhn/8HB5xJ9vG28FZHUSERERUeHlEuI9PT2cu0RUJniHLRGROUo+KZ6rELdarUyIV7jRUeDcOSAY3FxpPToqq63LoeXKYSrjK5XNZoNhGDAMg0OdiIiIiApsdXWVCXGiMmSz2dg+hYjIBCWdFM9kMusV4t3d3UyI55swgGwaEALQrIBm3tvBMGSFdTAIDA1dSSI3NMjE8tiYXH/qVOknmA9SGV/JVFWFoijIZrNMihMREREVUDAYxOLiIhPihSAEoGcBIwsoKmCxAbwLkvLIYrEgm82aHQYRUdUp2aR4NBqF3+9HXV0dOjs72X4h3zJJIBHZvMxiB2pcppzkTUzIliPd3duT3qoql4+Py+2YcC4PiqJA0zToum52KEREREQVyTAMzM3NYW1tDb29vaitrTU7pMoiDCAelknxHEUBajyAxWpeXFRRLBYLksmk2WEQEVWdkqy5XV1dxfT0NFpaWpgQLwQ9uz0hDgDZFJCOFz8eyFYjyaRsmbITl0uu59zG8mKxWHgrIBEREVEBGIaByclJpFIpnDhxggnxQkhENifEAVk5Hg/LhDlRHrBSnIjIHCWZFE8mk6ipqUFDQwMT4oWQTlx9nRDFi+Uyj0cOpYzskKsH5HKHQ25H5cNqtTIpTkRERFQAhmEglUqhpaUFViurlvPOuNxqckcCyKSKGg5VLl4zERGZoyST4s3NzUin01hbWzM7lMpkXKWdhQkJcUAOoxwclAM1jS1FF4Yhlw8Oyu2ofFitVlY9EBERERWAxWJBS0sLFhYWYGw9gaajE3u0ALzaNRXRAeQqxYVJ1+JERNWqJJPimqahra0N8/Pz7EdcCFcbqKmY85ZQVeDMGcDrlUM1QyEgm5WPY2Ny+ZkzpT9kMy+EkJ8EGLppH1LkC6seiIiIiArH6/UCkIM2Kc+UPQbFqyU7nqt6CHH5mqm8PxTK3enBYiIiouIq2b/kHo8HoVAIS0tLaG9vNzucymKr2b2Fiq3GtGnqw8PA2bPAyIgcqun3y5Ypw8MyIT48bEpYxSMMIBUHkrErlSeKAthrAbvz6h9mlCj2FCciIiIqHEVR0NHRgenpaXg8HthsNrNDqhyqCljtO7dJURS5jsyRTQOJKJDZMJzSYgMcTsDqMO169rAURVm/bmIrJCKi4inZLJuiKGhvb8fExATq6+tRU1NjdkiVQ9WAWg+QWNtciWyrkf9MNDwMnDoFTEzIoZoej2yZUvEV4oYBRAI7D/JJxmSy3OWVJ3tlxOFwIJlMQgjB+QBEREREBeB0OuF2u7GwsICenh6zw6ksDpc8H9/YW1zVgBp32SVeK0YyJgedbpVNA9G0vJ511pfdz8dutyOZTHJgLhFREZVsUhyQCTWv14u5uTn09/czqZZPFhtQ5wX0jDzR06wlk3lWVeDECbOjKLLoyvaE+EZCAJEg4GmRJ+Jlwm63QwiBdDoNu53VNERERESF0NbWhgsXLiASicDlcpkdTuVQFFlMZOjyXF1R5d2bvC41Rya1c0J8o3RC/oxqyuv3oKamBonELndzExFRQZRGFvQqWlpakM1msbq6anYolUdRZHLcai+ZhHhVymauMtl+AyFkxXgZUVUVDoeDJ3hEREREBWSxWNDa2or5+XkO3SwEVZPXTBYrE+JmSkT3t10yWnazmZgUJyIqvpLPhKqqira2NiwuLnLoJlWmgyS6yywpDvAEj4iIiKgYGhoaoKoqh25SZTJ0ILtDf/edCLG533gZqKmpQTKZ5IdaRERFVPJJcQBwu92w2+1YWloyOxSi/DMO8GHPQbYtEUyKExERERVebibT8vIyB51T5TnodVCZXTdZrVZomoZksryS+URE5awskuK5E7yVlRWkUvv8dJioXBzoFszyu13TZrMhnd5HexgiIiIiOhKn0wmXy4WFhQWzQyHKs4NeB5XXdZOiKLDb7bxuIiIqorJIigNy6GZjYyPm5+chyqw/GNFVWW0H2HbnYZWGAVy4AJw/Lx9L6a47q9WKbDbL31siIiKiImhra0MkEkEsFjM7FKL80Sxy0Ol+7XLdVMosFgvv8iAiKiKL2QEcREtLCx599FFEIhG43W6zwyHKD1sNEFsDsI+kscO5bdHoKDAyAoyPA8kk4HAAg4PAmTPA8HC+gz04i0X+byabzcJqtZocDREREVFls1qtaG5uxvz8PAYGBqBwMCRVAkWR10KJyN7bWuwyiV5mcsVERERUHGVTKQ4AmqZxqjpVHkUF6ur33s5WC1g2V5WPjgLnzsnHpibg5En5uHG52VRVhaZprHogIiIiKhKv1wvDMBAKhcwOhSh/HM69k92KAjg9xYknz6xWK6+ZiIiKqKyS4oCcqq5pGgKBgNmhEOWPrQaoa9j9lkBHnTy521DpYxiyQjwYBIaGgIYGwGKRj0NDcvnISGm0UrHZbDzBIyIiIioSVVXR1taGxcVFVp5S5VBUwNUEWB07r9csgLupLKvEASbFiYiKrez+WuSGbk5PT6OxsXG9NQNR2bPVyBO8TBLIpmU3Fc0il6vbk+UTE7JlSnf39tWqKpePj8vtTpwoziHsxmazcUguERERURG5XC44HA4Eg0G0traaHQ5Rfqgq4GoE9CyQTsgKIEUBbI5td9WWm9w1kxCCbY+IiIqg7CrFATlVvaamBsFg0OxQiPJLUWQSvNYjK8Mdzh0T4gAQDsse4i7Xzi/lcsn14XAB490nm83GSepERERERaQoClpbWxEMBlktTpVHswA1LnnNVOsu+4Q4IK+ZDMOArutmh0JEVBXKMikOyKGbPMGjaubxyKGakV1mzUQicr2nBFrq2e12JsWJiIiIiqy2tpbFRERlQtM0WCwWXjcRERVJ2SbFWS1O1W5gABgcBHy+7X3DDUMuHxyU25nNYrHwAywiIiIiE7CYiKh88LqJiKh4yrohd0tLC6anp9HU1ARN08wOh6ioVBU4c0Ymv8fGZA9xl0tWiPt8gNcr1+/SfaWozD65W11dRTQaNW3/RET7VVdXh/r6erPDIKIKsrGYiL3FiUqb2ddNRETVpKyT4rkTvEAgwBM8qkrDw8DZs8DIiByq6ffLlinDwzIhPjxscoCXWSwWGIYBwzCgFjlLv7q6ipPXXouFxcWi7peI6DBUVUUwGGRinIjyKldM5PV6YbGU9SUgUUWzWCzIZDJmh0FEVBXK/oyI1eJU7YaHgVOngIkJOVTT45EtU0qhQjwn97uZzWZhsxV3CE40GsXC4iJ842Nwu+oAIQCRWysufy0u/3dusbiyDhv/GxAb14nN69ZfY+PrbVq35TnCuLI/w7i8ztiw3eX9GYbcdutzhAEYYsM6sXnd+qNxOW5sXr7xuevP2xCLMLD+TTF2eN6m52x4LWOHfYkt+zKMy98fY/M+c8/belxb9yc2xrQ1xg3HsfE5EBDr22z4We/1vPVlW77Hhrj885FfC2OndeLK9x6bl299jjB2eN3cOrFh+w3fYyHEpufIb5lY350Q4vLbUFzeTKyHKAyx4RDFhtDFpkNffy8agIDYss2G19v4PENceRvkYsgdCzYdmnzNy+vXn5NblvtRX/4aV8KBgEDuHXrlO3w5vtxyseF56/vYvj8DMt7cstzXuBzr5nWXl+e227B8/fu7YZkQV7a58noC6z/uy/sHgCQEPmvEEI1GmRQnorxitThRebBYLBy0SURUJGWfFGe1eGEZRmknW0lSVeDECbOj2J2iKOu3AhY7KZ7jdrngdrs2J1H3kxTfkvjeOym+5fUOmhTfkvw+WFJ8t3X7TYobO8cC7JEU3/JaOyXFt+5r6z72Sorvlqg+SFJcbEyKiyvr9psU3/a83RPcOybF93jO9qT4xnVi0+N+kuKbE9U7JMWVvZLiWxLfyubXuWpSHDsnxXP/fdSkuMCVfeSeu/F5V5LlOyTFN2yznuDekGA3NnyNDdutJ8C3Ld/8b+u67fva4Z+4so6IqFBYLU5U+iwWC2KxmNlhEBFVhYo4GypYtbgQQCYl/ykKYHMAFnMSemYYHb3SliOZlG05BgdLqy0HHc7VPuwo1AchVquVtwISERERmaSg1eK6DqTj8kRSswD2GkBhJQ3RQfGaiYioeCoiKZ47wVteXkZbW1t+XlQIILoCZDf8QUrFAYcTqHHlZx8lbHQUOHcOCAY3D3AcHZVDHM+eZWK8XF3tww5g93VHbdFis9mQSqUKckxEREREtLfW1lZMTU2hsbERVqs1Py+aSQHR0OZlyRjgapQJciLaN7vdjnQ6DSEEFEUxOxwioopWMWcpbW1tuHTpEhobG/PTniEV35wQz0nGAKsDsOTpJLIEGYZMjAaDwNDQlcRnQ4NMho6NyfWnTrGVSrnZ+mGH0ymHc373u8D998uvVXX7ByEPPgh0dACrq4e/ayB3gkdERERE5qitrUVdXR2WlpbQ2dl59BcUAoit7rDcAOJrMjFORPtms9lgGAay2Wz+PrgiIqIdVUxKs6amBh6PB4uLi/l5wXTiKuuS+dlHiZqYkJXC3d3bk965hOn4uNyOysfWDztSKeDHP5YJ74UF4IEHgB/+EPB65QcgFot8bG6W23z3u3LdyZNAU9OVBPvo6P72z0pxIiIiIvO1trZidXUVyWQermmy6SvzNnZcx2kJRAehqiosFguLiYiIiqBikuKAPMFbW1tDPB4/+ovtdnInVx799UuUYchK8Pl5IJO5Mm9uI5dLVguHw8WPjw5v44cdS0syCb6wANTWygpxTZOJ8h/9SC4H5M//0UflOlWVvxa5ZPnQkEywj4zs/D7Zymaz8eSOiIiIyGR2ux2NjY1YyJ3wHcVVr5lQyZdNRAXD6yYiouKoqKS41WpFU1MTFhYWIPY6QdvzxRxXWWc/2muXqNFR4L3vBf7hH4CLF4HvfEe21Nh6vhyJyPYZHo8pYdIhhcPywwynUybHEwlZBV5TI9erKmCzAfG4XG8YQCgEBAJAY6P8euO52UHvGrDZbNB1HbquF+YAiYiIiGhfmpubEY/HEY1Gj/ZClqu0rdQs7LVIdAhMihMRFUfFnaU0NTUhlUohEokc7YUczp1P4iz2TSd/hgFcuACcPy8f91MxW4o2tsLo7ZX/MhlZMZ6rKAbk8fl8sp/0wIB58dLBeTzywwy/Xya63W75FrfbdTTUZ2GxyGS12y3Xh0IyCZ7LYWuaTJpvdJC7BjRNg6qqPMEjIiIiMpnFYkFLS8vRi4lUFahx7byuxn341yUqNcIAMmk5d+yoBXh7YFKciKg4KmbQZo6maWhtbcXCwgJcLtfhJzarKuBqAlIxOVEdCmCvAWw1wOXXHB2VrSPGxw8/fLAU7DRY87rrgGhUVg2Hw8Ajj8iEqN8v+0qfOcPCj3IzMCDfn9/9LpDNAnY70NOeQn9PCoYBqIYVE1M21NVp6wlxm00mw1dWgJ4e2TZlo4PcNaAoyvoJXk2uPJ2IiIiITNHY2IhgMIjV1VU0bD3JOwiHU1aFJ2PywsJiubyMQwKpQuhZYC1wpUe+1Q7UNa7nBfLNbrcfvciPiIj2VJFpzYaGBiiKgpWVlaO9UK7ywd0EuL2AvXZTQjxXWd3UdPjhg6Vgp8GabW3ATTcB7e2A1QpMTgJTUzLZf/ZseSX9SVJV+WFGc7P8wMPQs+jtSiGRVLCwqOFYt47bn5jA0pKQSXJVvt2zWXl9c+LE5g9CDnPXAKseiIiIiEqDqqpobW3F4uIijKPe7mq1A65GwNMEOOuZEKfKElvdPDQ2k5LFcwXCayYiouKouEpxQFaktrS0YH5+Hg0NDVDzXNK8U2U1IKtoPR45qHJkBDh1qjyqqXO9pl1b7nxsawNaWoDlZTls8TWvAV74wvI4JtrZ8DDwjncAf/InwOoKsLCkwWYV6OzQMdCrQwjgwYcN6IaGxUXZb/ypT5XtcwIB+bXLJSvEfb6D3zVgsVjYU5yIiIioRHg8HgQCAYRCIXi9XrPDISpNenZ/y/JE0zToug4hxOHvfCcioj1VZFIcANxuN5aXl7GysoKmpqa8vvZOldU5W4cPnjiR110XRK7XdCSyvT1GbvhiWxvwmMcwIV6uDEO+H8Nh+fP+0IeAj31EoKtNR2e7juYmA4mkAv+8htM3Knj+84HOTrntwADw0ENXWgX5/fL9Mjx88FZBqqoevRKJiIiIiPIiV0w0NzdXkGIiooqgWYDslspttXCplNzvIZPiRESFVbFJ8Y0neI2NjXue4G1NGg4M7J4A3q2yOsflkonD/QwfLAW5XtOjo/LYd2qRMTzMwZrlarfe9895rhVryxnoSQPTPgssVgGb04E3vlHdlugeHpZ3Puz3d+RqjjTMiYiIiIjyyuVywWKxFKSYiKgiOOs39xS32GXf/ALJJcJ53UREVFgVmxQH9n+Cd9CBmVerrAYONnywFOR6Tft8svVLd/fRWmRQ6cj1uA8GN/9cR0flz/YNb6iFx2VDPKKjxmVB/4C2689ZVY9+50MikYCnXH4xiIiIiKqAoihobW2F3+9HQ0MDNE0zOySi0qJZgPoWIJuRQ5c0a8GGbAJAPB6H1Wrl7yIRUYFVdJozd4K3vLy8ax/jwwzMzFVW+3yyknqjwwwfLAUbB2gGAsAjj8hHDtYsX1t73zc0ABaLfBwaksu/9CWgb8CCxzzOjuMndk+I5yceA/F4HE5n4aoqiIiIiOjg6urqYLPZsLKyYnYoRKVJUeVAWYutoAlxAIjFYqirqyvoPoiIqMIrxYHNJ3jNzc2b1h12YGalVlbns0UGma/Uet/HYjFYLBbYbLbC74yIiIiI9i3XetLv96OxsZEVqkQmikQiaGlpMTsMIqKKV/HpztwJXiAQ2FYtfpCk4VaVWlmda5Fx+rR8ZEK8fO2n930yWbze9+FwGC6Xi8NiiIiIiEpQXV0d7HY7gsGg2aEQVa1kMol0Os1KcSKiIqj4SnFg8wnexk9cjzowk5XVVMpKqfd9JpNBOBzG8ePHC7+zXaxFIgAEIASwPrMm97W4/N+5xeLKOmz879zAm63PExteD5tfb9O6Lc/JDesRQt66IgQAY8N2l/dnGHLbrc8RBmCIDevE5nXrj8aVQT0bl2987vrzNsQiDKx/U4wdnrfpORtey9hhX2LLvgzj8vfH2LzP3PO2HtfW/YmNMW2NccNxbHwOBMT6Nht+1ns9b33Zlu+xIS7/fOTXwthpndgwJGnz8q3PEcYOr5tbJzZsv+F7LITY9Bz5LRPruxNCXH4bisubifUQhSE2HKLYELrYdOjr70UDEBBbttnwehufZ4grb4NcDLljwaZDk695ef36c3LLcj/qy1/jSjgQEMi9Q698hy/Hl1suNjxvfR/b92dAxptblvsal2PdvO7y8tx2G5avf383LBPiyjZXXk9g/cd9ef8AkL7yPycioqLLFRPNzMzA6/WyWpzIBIFAAPX19fz9IyIqgqpIiu92gpePpGE+hg8SFUKu9/3oqHwPb/ywJtf7fni4OL3vV1dX4XQ6YbfbC7+zLerq6qCqKroHh4q+byKig1JVldVhRGQap9MJh8OBQCCA1tZWs8MhqiqGYSAcDmOgnIaTERGVsapIigMyMVZTU7PpBK+UkoZE+VZKve8jkQjq6+sLv6Md1NfXIxgMIhqNmrL/o5ifn8dNN92EBx54AO3t7WaHc2g8jtLC4ygtW4+jrq7OtP9fEhEpioLW1lZMT0/D6/XCYqmay0Ui00WjUVgsFlMKiYiIqlFVneU0NzfD5/OhqakJmqaVVNKQqBByPe5HRmR/fL9f3v0wPCzf28XofZ9KpZBIJNDT01P4ne2ivr6+rJNM7e3t6OrqMjuMI+NxlBYeR2mplOMgovLndDpRU1ODlZUVDvsjKqLV1VV4PB7OYCIiKpKqSoo7nU5YrVasrq7C6/UCKI2kIVEhmd37fm1tDXV1daw0IiIiIioTTU1NmJ2dRVNTE1RWCBEVnGEYiEQips5gIiKqNlWVpVIUBU1NTVhcXERjY+P6J7BmJw2JCs3M3vexWAxOp9OcnRMRERHRgdXV1UHTNKyurqKxsdHscIgqXjweh6qqsNlsZodCRFQ1qi7tm7sdaXV1ddPyXNLw9Gn5yIQ40dHF43HE43E07DTJlvbkdrtx++23w+12mx3KkfA4SguPo7RUynEQUWVRFAXNzc1YXl6GEMLscIgqmhACS0tLmwr3iIio8BRRhWc5oVAIS0tLuOaaa/hHh6iApqenYbfb0dbWZnYoRERERHQAQghcuHABzc3NLHAgKqBYLIbp6WkMDg5C0zSzwyEiqhpVWQ+dG7i3tVqciPLHMAxEo1FeRBERERGVIVaLExXH2toaPB4PE+JEREVWlUlxRVHQ0tLCEzyiAorFYrBYLOyLR0RERFSm6uvrIYRgMRFRAcViMdTV1ZkdBhFR1anKpDhw5QQvHA6bHQpRRcoN2GSLIiIiIqLyxGIiosLKZrNIJpNwOp1mh0JEVHWqNile7rcDGgZw4QJw/rx8NAyzIyLaLBqNsuKBKsKnPvUp3HLLLZiYmDA7FCIioqJjMRFR4USjUTgcDlgsFrNDISKqOlX9f976+noEg0FcvHgRdrsdVqsVVqsVmqZBVVXU1tbCarUWPS7DACYmgHAY8HiAgQFA3fDxxegoMDICjI8DySTgcACDg8CZM8DwcNHDJdomV/HApDiVs8nJSTzxiU9EU1MTPvrRj2JgYMDskA4sHo/jOc95DmZnZ+HxeOD3+/GXf/mXeM1rXmN2aEREVCYURUFraytmZ2exurq6fs1ksVigqiosFgvvDiQ6JBYSERGZRxHlWCadR7quIxKJIJPJrP8zDAO6riOdTqO/vx8Oh6No8eyV8B4dBc6dA4JBoLsbcLmASATw+QCvFzh7lonxkmXogDAA1QJU+EXDysoKQqFQWSYRKX8CgQCamprMDuNQotEo2tra8OIXvxh33XWX2eEc2g033ACfz4dAIAAA+Ju/+Ru8+c1vht/vR0dHh8nRERFROYnH40gmk+vXTNlsFoZhIJVKweVyobOzk4lxOjohAD0LqNrmyrAKZBgGxsfH0d3dzcQ4EZEJqj4pfjXz8/NIp9M4duzYpuV7VXIflJFIIvrzn+Ohr17EyJcUxENJtFgWYbdmkbQ0wGe5DrUdTXjln7biKz/uwOgoMDS0eZ+GAYyNyYT4nXdW/PlD+dEzQDIq/9tiB+y15sZTYBMTE6ivr4fX6zU7lLLh9/vxile8AisrK1hbW8Mdd9yBj370owCAdDqN17/+9XjooYegaRo6Ozvxr//6ryU9xPQlL3kJvvCFLyCbzQIov2N49rOfjZ///OdYXl7ecf2b3/xmfOc730FNTQ0cDgf+7d/+rSQ/ALDZbLj++uvx4IMPAgAWFhbQ3t6Oz3zmM3j5y1+O8+fP4+zZs1BVFWtra3jd616HN77xjSZHLUWjUfzwhz/EJz7xCXzuc59b/4D6gx/8ID7/+c+jrq4OmUwGd999N06cOLH+vJWVFbz61a/G7OwsdF3H8PAw/vEf/9Gsw9jxOK72+w6U3+8LEVW3TCaDCxcuoK+vDzU1NQXdV3JqCrGfPYjYQ79E/JdjyK6uQug6VIcDjuPH4Tz1GPnvccNQ7faCxkIFIASQjMhiIgCo8VT0hW04HMbCwgKuueYafqBERGSCqm6fspfGxkZcvHgRuq5D0zQA+W1dkrw0iaV/uhvLn/0c9EgUP00/DXr2OI6rl9YLie2YgVv5JfwzPfjPly4iVH8Djp86DRWPAaCtv5aqysrx8XGZsN+QH6BSoGev/LeR3X27CpBMJpFMJlFfX292KGXluuuuwytf+UqcO3cO58+fx4033ohQKIS7774bJ0+eRDQahc/ng81mw8mTJ9HR0bFe/VtqPv7xj+MLX/jCpmXldgzf+ta3cMMNN6C3txeLi4vo7OzEN7/5TfT19eHJT34yfvazn2FychItLS149rOfje7ubszPz5fc+76jowOjo6P40Ic+hD/90z/FyMgINE3D8573PDz00EO46aab8KY3vQkf/vCHMTY2hhtuuAG/+tWv8PGPf9zUuFdWVvCUpzwFfr8foVAIyWQSDocDr3rVq3D33XdjdHQU119/Pd74xjfi5MmTGB0dxdDQEAzDQH9/P7q6ujA2NoZ0Oo2uri6cPHkSjzzySMkcx9V+34Hy+30houpmtVrhcrkQDocLkhQ30mmEvvp1LH7qLsR+9nMAgGKxQGQ3n1PHH/4VVr74JcAwoNXXo+XlL0Pzy34X9u6uvMdEBZRLiAOA0FHJY9BWV1fR0NDAhDgRkUkq9y9MHtjtdtjtdkQiEQBXWpeMjgJNTcDJk/Jx4/L9yIbDmPyTt+CXT7odi//wjzCiUYRFPRayHWhSFjZ11lAAqMJAk7qEuWwXUsEQ2u77GNx3vw3a7Pim13W5ZKKeM3BKkMV2pWWKtXjteMwQCoXgdrvXP0iivc3MzCASiaxfSJ4+fRp1dXX41re+hc9+9rO4dOkS3v/+969Xif7zP/8zgsEg3v3ud5sZ9o5GR0fx3ve+Fy95yUvWl5XbMXzve9+DYRiora3FQw89hAsXLmBxcRGnT5/G6Ogo7r//frz61a9GS0sLAOBzn/sckskkXve615kc+XY/+MEP0N7ejre85S1oaGjAnXfeia9//etobGzEy1/+clgsFnz4wx8GAAwNDeEpT3kKPvnJTyIej5sad2NjIx566CH85m/+5vqytbU1fOYzn8HTnvY0XH/99QCAj370o1BVFa985SsBAG9/+9sRDofxT//0TwBkpfx73/te/PrXv8Z//Md/lMRxXO33HSi/3xciIgDweDxYW1vL++uufvu7eOimJ+LSH70RsQdH15dvTYgDAHRd3j4LQF9dxfzf/h0eesKTMP3OO6Gb/HeN9klR5F21gGw5qVZuDV8mk0E0Gi25ggoiomrCpPge6urqEIvFYBiyQjwYlK1LGhoAi0U+Dg3J5SMj6+dhuwp/9/v45W1PQ+Bf/10u0OUn4WlhRwY22JXkjs+zK0kIqNCEjpRwQI2E4B7536i577NAJgVA9hZ3OGRLFyoxqiZv/6utlwnyCiWEWK94oP3r6enBPffcgzvvvBOAHFSaSCTQ1dWFe++9FwDwnOc8Z33706dPAwC++c1vFj/Yq4jH47jjjjtw7733orb2SougcjoGAHj00UcBAG9729vgdrvR1dWFt7zlLVhZWcFf/MVfAABuu+229e0bGxvhcDjwwAMPmBLv1XzqU59CNpvFBz7wAbhcLiwvL+NlL3sZlpaWcPHixW0tX06fPg3DMPD973/fpIh3973vfQ9CCDz+8Y/ftNzr9WJ8XH5I/N3vfheKouBxj3vc+vo77rgDALbdvWCWq/2+A+X3+0JEBABOpxPpdBqZTCYvr6dHIpj8k7fgwstegczy5btk9rrQ2vYiBiAElu76DMZufwYiPym9v9O0A3utvGaqcVX0HKbV1VU4nU62RiMiMhGT4ntwOp2IxWKYmJCtSbq7t7c129q6ZDdLn/4nPPp7L0c2GNx2UmdTUrAijZTYuYo4JRxwq2F0ajMIGC3rz7f/8juo++L/gUjE4PPJVi6cbViiFKWiT+wAIBKJQFVVOJ1Os0MpO7/zO7+D2tparK6uYmhoCHV1dfiXf/kXJBIJANg2fEdRFIRL7LaQJz7xifhf/+t/4cYbb9y0vJyOAcB6cnJ+fn592U033QQA6O3tBYBNSX8A0DQNsVisOAHu0yOPPIL3vOc9eMMb3oB3vOMdmJmZwXve8x4sLS3hFa94BXRdh8WyuQIrV708OztrRshXlbtra+vwa6vVinQ6DQBIpVLbnudyuQAAwWCwwBHu326/70D5/b4QEQHy72BNTU1e/hZmlpfxq+e98EoR0UGT4VsZBtLz8/j1i16C4MiXjhwfFUGFXzMJIRAKhVhIRERkMibF91BbW4t0Oo1wOINkUrYo2clerUuWPvPPmH77O+XwkB1O7DzKKtq1WQSMFmwdfSoEEDBa0K7N4gbbA3CrYfj0XsSNWhiGgvTiMoKfuwfNniTOnKnoWSRUwoQQWFpagtfrZV+8Q3rrW9+KU6dO4cUvfjFWVlYwMDCwXhX7ox/9aH27paUlCCFw3XXXmRXqNq973etwzTXX4A1veMO2deVyDDm33norAOCnP/3p+rKZmRkAssoXAH7+85+vrzMMA4lEYj1hXipyMfb3968vu/POO2Gz2bC8vIzm5masrKxsek6u7/bTn/704gW6T7fffjsAbOsNvrKysl7xft11163/vygn977b+mGN2Xb6fQfK7/eFiCintrb2yEnx7EoIv37hi5GcuHT0ZPhGug7oBi798VkEv/jl/L0u0SGEw2EIIdY/uCciInMoQmxNwdJWly5dQjpdj/e8pxFNTbJlylahEBAIAO9///Yhl+H77sejL30ZtmW7twjoLfhx6nasGR40qUuwK0mkhAMBowVudRW32O9Dk7aEgN6C8cz1mNc7kYENVqTRZpnDY29rxFO/+CEmJMkUq6urWFxcxIkTJ6Dyk5kDSSaTGB4ehtVqxZve9KZN617ykpegtbUVj33sY/Ff//VfAIDf/d3fxb/8y79gfn5+va+12Y4dOwa/37/+tXH5QlZVVfzd3/0d/sf/+B8lfwwb3XzzzRgfH0cwGISqqjh16hSSySQeffRRtLa2wm63ryfKP/CBD+Bd73oXfvrTn663uSgFa2traGxsxM0334wf/OAHAGSi/PTp07jrrrtgGAZe/epX40tf+hKe//znI5vNorGxEQMDA3jwwQdNjl565Stfic985jOYn59HW1sbTp06hampKaysrMBiseDLX/4yXvCCF+Duu+/G7/3e72FhYQGdnZ347d/+bdxzzz0A5M/yoYcewtra2rbKeDOOo76+/qq/77W1tXC5XGX1+0JEBADRaBR+vx+Dg4OHuh4RhoFfn3kxoj/7+XqLybxTFEBVcfIrX0Td8GMLsw+iqzAMAxcuXEBLSwsrxYmITFa5kyvyyOPxIBxexeBgI0ZHZc/ujTk/wwB8PmB4eHvrEj0SweSb3ixPwPZIijdpS7jF/v31hPeKaIIVafRaJjBofRhN2tL6dl51CWFRj7Sww6ak4FFWoTwArHzhNnhfdCa/3wCiPRiGgcXFRbS0tDAhfgh///d/v94TeeuwxmuvvRbf+c538Fu/9Vs4deoU7HY75ufn8e1vf7ukkmPT09Obvn7ta1+LT3/608heHoR16tSpkj+Gjb71rW/h5ptvRmdnJ1wuFywWy3qC8kc/+hGe/exnY3BwEI2NjZiamsI999xTUglxAHC73fjqV7+KV77ylejv70dzczMWFxfxkY98BK94xSsAyKrr17zmNRgcHITf78fjHvc4fO1rXzM5cvlB0W233YZf/OIXAGQF+B/+4R/ivvvuw1Of+lQcP34cXV1duHDhAv7qr/4Kv/d7vwcAaGtrw7/+67/ij/7oj3DjjTcinU4jGo3ipz/9qSkJ8Z2O47GPfexVf99vvfXWsvidJyLayul0QgiBWCy2rQXUfiz946cRfeCne294FJevxybf8CZc/+3/hGq3F3Z/RFuEQiGoqsoBm0REJYCV4vuQyWQwPj6ObHYQ585ZEQzKHuIulxxu6fMBXi9w9qxMjG809Wdvx/JnP3eg2/+EwPaE936KLRQFqtOJx/zgu7C1th7oGImOIhgMYmVlBcePH+edCgRge1KciIiIKt/c3ByEEOjs7DzQ85JTUxi7/RkQl2dEFJyioP0Nf4Su//XW4uyPCICu63j00UfR2dkJt9ttdjhERFWPJZ37YLVa4XQ60d29tp74DgSARx6Rj8PDOyfEUz4flu++58D98BQFqFdX0aItol7dZ0IcAISAkUhg8f996kD7IzoKXdextLSE1tZWJsRpnc1mM61VBREREZnD4/FgbW0NB627mj/3txCFapmyEyGw8IlPIrsSKt4+qeoFAgHY7Xb2EiciKhGsFN+nlZUVhEIhDAwMwDCAiQk5VNPjkS1TtrZTmZgAZs/9LTL//g/wiGBRB2hrbjeGf3EeqsNRvJ1SVTIMAz6fD4AcQMikOBEREVH1EkJgfHx8vf3YfmRXVzH62NPFqxLPURR0v/sdaPuD1xd3v1SVIpEIZmZm0N/fj5qaGrPDISIisKf4vrndbszNzSGdTsNms20bppkzOgqMjACPPpJBy7eicGR/A+3a7Kae4IWmr61h5d6vounFLyrK/qj6CCEQDoexsLAAm83GhDgRERERQVGUy/OYwvtOigf+9d8hMpkCR7YDIbD4qbvQ+vuv43ksFUw6ncbCwgKi0Sg6OjqYECciKiFsn7JPFosFdXV1CIfDu24zOgqcOycf21Q/uowLcClrmMoO4Mep2xHQizQgS9MQ/t59xdkXVRUhBNbW1nDp0iUsLCygra0NfX19bJNBRERERACutFAx9tlCMvyd7xU2oKtI+2eRmpree0OiA0qn05ifn8eFCxegqipOnDiBhoYGs8MiIqINmMk6ALfbjVAohObm5m3rDENWiAeDwNAQ4Hh4EqpioFaJo1uZgk/vxXjmenjVpcK3UtF1xH72swLvhKqJYRgIhUIIBoMwDANerxderxeqys/ViIiIiOiKmpoaqKqKWCy2Z7W4EAKx0V8AJnb0jD30EBx9vabtnypLIpFAIBDA2toaXC4X26UQEZUwJsUPINdCJZPJwGq1blo3MQGMjwPd3bK/uGVpSv6HYUBRgCZ1CfN6J8KiHvXKasFjTc34oEci0DjEg44oHA5jbm4OVqsVLS0tcLvdTIYTERER0Y5yLVRyScGrSc/NQ7/KnbiFplgsiD/0S3hf8HzTYqDKkMlkMDc3h2g0ioaGBpw4cQI2m83ssIiI6CqY2ToAi8UCp9OJtbW1bevCYSCZBHLnferaMpQNtwzalSQysCEt7MUJVgik5+Zl1YVhmFp9QeUpm81iZmYGc3NzaG9vx8DAAOrr65kQJyIiIqKrcrvdWFtbg9jjGiTt9xcpop0Jw0DKP3v5CwEIXjfRwQghsLq6iosXL0JVVQwODqKjo4MJcSKiMsBK8QNyu90Ih8Pwer2blns8gMMBRCJAQwOA7OZhMSnhgBVp2JRU0WI1YlEgtipP7gDA6gDstSh8/xYqd7nqcKfTiRMnTrBnOBERERHtW21tLRRFQSwWQ11d3a7bGaniXRvtHIABkUwCiQiQTctlqgbYnYDFevXnUtXLZrOYnZ1FPB5HR0cHPB6P2SEREdEBsOTzgNxuN+LxOLLZ7KblAwPA4CDg88nCbKja+johgIDRgnZtFp49WqcIAawa9VjSW7Fq1B+pUEEx0lcS4gCQSQLJ6OFfkCpeOp3eVB3e3d3NhDgRERERHYiiKOvV4lfdzuzEs6LIeqFcQhwADB1IrMlHoh0IIbCysrJpiCYT4kRE5YfZrgOyWq2ora3F2toaGhsb15erKnDmjEyKj40Bj9Ga4cYlpA07AkYL3OoqBq0PX7VIO6C3YDxzPeb1TmRggxVptGuzGLQ+jCZt6cCxWup3+MOcTcusPVtg0AaGYWB5eRmBQAAej4fV4URERER0JG63G36/H+3t7VB2uQiyNDYUOaotNG3nayYASCcBh7O48VDJi8VimJ+fh2EY6OzshNvtNjskIiI6JGa9DiHXQmVjUhwAhoeBs2eBkRFgYW4AMX0ONiTRa5nYM7Ed0Fvw49TtWDM8aFKXYFeSSAkHprIDWDGacIv9+wdKjGv1HlhbmndeKXTwJgECZJVDOBzGwsICrFYrp6MTERERUV44nU4IIRCPx+F07pxcrjk+AMVqhchkdlxfcLqO2usGd17HSnHaIJ1OY2FhAdFoFM3NzfB6vZy1RERU5pgUPwS3242FhQVks9lt1bTDw8CpU8DYcSt8f3ovbEoKHmX1qhXiQgDjmeuxZnjQrU2tb1urxNGtTMGn92I8cz286tL+2oErCpynHrNrRQYUbeflVFXi8TgWFhaQTqfR1tYGj8ez+3uGiIiIiOgAFEWBy+XC2trarklxxWJBzclrEX/ol0WO7jIhUHv9dTuvU3nNRICu6wgEApvuqLVa2W+eiKgS8KPNQ7DZbKipqUEkEtlxvaoC1z1vCC22AOrVqyfEASAs6jGvd6Jph6S3ogBN6hLm9U6ERf3+AlQUuG5+ws7rrHa2TqlyqVQK09PTmJqaWh+kWV9fz4Q4EREREeWVx+PB2toaxFUGJbluuRnQzElAqw4Haq+7dueVNkdxg6GSYhgGAoEAHn30UcRiMfT19aGrq4sJcSKiCsLs6CHtNTjG0lCPhuf+xr5O8NLCjgxssCvJHdfblSQysCEt7PuOr+mlvw3UuDZUOCiArUZOUqeqpOs65ufncfHiRVitVlxzzTVobW2FZtJFCBERERFVNqfTCV3XkUgkdt2m+Xd+G9BNaFWiafD+9ouh1jcD1g0JcM0C1HpYKV7FIpEILl68iFAohK6uLvT19aG2ttbssIiIKM/YPuWQ3G43lpaWoOv6rknF1le+AqEvf2XP17IpKViRRko4UKvEt61PCQesSMOmpPYOTNPQ8OxnwtbeJr+22GR/FlYBVy0hBFZXV7G4uAi73Y6BgQE4HKx8ISIiIqLCUlV1vYXKbknFmsFrUPeEmxD96XnAMIoXnK6j5ZUvl9dJDidgvxwfr5uqVjqdxvz8PGKxGFpbW9HY2Mi7aYmIKhgrxQ/JbrfDZrPt2kIFAOpuvgm1jxnas1rco6yiXZtFwGjB1jsLhQACRgvatVl4lNW9A9N1tP3h729eVu5/yDNJIBIE1paBeBgQRTxZLnOJRAKXLl3C4uIi2tvb0dvby4Q4ERERERXNflqotL/xj4qbENc0uG+7FbXXbhiyqSjlfd0kDHmttLYMRINAZh8FVQRAtkpZXFzEhQsXoGkarrnmGni9XibEiYgqHJPiR7BXCxVFUdD3kb/e83UUBRi0Pgy3GoZP70XcqIUuVMSNWvj0XrjVVQxaH977HE1V0fKqV6Du9OMPeCQlLJOSJ3dGVp7oZZJAbBXbPj2gTbLZLGZnZ3Hp0iXU1dXhmmuu4SBNqiqf/OQnUVNTA0VR8MMf/tC0ON7znvegr68PqqrirrvuMi0OIiIis9TV1SGTySCV2j1JW//0p8H5tGdDFOnyVLVa0fuh/12UfRWFEEAsJK+VhAHoWSC+CmTTZkdW0oQQCIfDuHDhAqLR6HrfcIuFN9QTEVUDJsWPwOPxIBKJwLhKVUPtyWvR+ZY37/laTdoSbrF/H72WCUSEG/NGFyLCjV7LBG6x34cmbenqL6CpsLW3oeudbz/oYZS29PZ2MtAzgGFC38EyIIRAMBjEhQsXkM1mcfz4cbS2tkLlcFUyya233gpFUaAoCv7+7/9+ffnHP/7x9VtS6+vrN63Lh9e//vX4/Oc/DwBXrUwrpPvuuw//9//+X4yPj+OOO+7AYx/7WFPiICIiMtPGFipXc/wjHwTsNRAofBFH93veBXt3d8H3UzR6Vv7bKr17L/dql0wmMTU1hbm5ObS0tKC/v599w4mIqowizMoWVAAhBC5cuIC2tja43e7dt8tmceFVr0X4O9/b87ZAIYCwqEda2GFTUvAoq/uqEFcdDlw78m9wnnrMwQ+klEVDgL5DhUNdI6Bx8vdGsVgM8/PzMAwD7e3tcLlcZodEBAB417vehQ984AOwWCyYnJxEV1fX+jq73Y5wOFyQtj4/+MEPcNttt+H+++/HrbfemvfX38uznvUsPPLII/D5fEXf905e+9rX4tOf/jSy2R0umomIiApodXUVgUAAx48fv+p2U//0VSy97Q2A0AuTGlcUeH/zheg792EolVQ0kk3LSvGtrHagtr7o4ZQyXdextLSElZUVNDY2oqWlZdcZYUREVNkq6Eyg+BRFgdvtRjgcvvp2FguO/79PwH3bk7b1qRMCWDXqsaS3YtWoBwDUq6to0RZRr+4jIa5pUB0OXPO5f668hDggT+S2UlRA5S1tOZlMBj6fD9PT0/B4PDh+/DgT4lRSnv3sZ2NgYADZbBZPfvKTN61rb2/flBD3+/3FDq9gfD4f7PYd/h9GRERUZVwuF1Kp1FVbqABA78ufi+b3fQhQLQWpGG947h3o+5sPVVZCHAA0y8790C08D8kRQmB1dRUXLlxAMpnEwMAA2tvbmRAnIqpiFXY2UHxut3tbCxXDAC5cAM6fl4+GAagOB078011o+t2Xyo1UFQG9BT9KPRXfSjwP304+F99KPA8/Sj0VAb1lfztXVdg62nHtF/8drptuLMDRlQBbDWDbcBubqgHOhvIegpMnQggEAgFcuHABAHDixAk0NzezVQqVpK6uLrzhDW/A5OQk3vjGN64vz/Vs/Pa3v426ujp0X76V+ZOf/CSam5vXe4IHAgE0NTVBURS8+tWvRk9PDzRNQ2trK773ve9hYGAAVqsV9fX1WFhY2LTvD33oQ+js7ITNZsMtt9yCdFrefWIYBp7znOfgsY99LIaHh9Hb24vJyUncfffdsFgsUBQFZ8+ehdvtRk9Pz7ZjisfjePKTn4yhoSE84QlPQG9vL37+858DAI4fP46LFy9ienoaPT09+MhHPrLt+Z/61Kdw/Phx3HzzzWhra8NHPvIR/OVf/iVUVYWqqnj722U7rGc961lQFAW/+7u/u2vMIyMj6z3U3/e+96GpqQmqquKOO+4AALz61a/G5z//eei6jp6eHjzpSU8CADzvec/D4x73OJw8eRJ2ux0//elPj/RzJiIi2ommaXA6nXu2UAGAvtf+Jq79j8/B4vUC+Tiv1TRAUdD2h7+PgU98DEol9otW1MvXSBu+X3YnYM3/nXjlKJFIYHJyEgsLC2hvb0dvb29B7lIkIqLyUoFnBMVVU1MDVVURi8XgcrkwOgqMjADj40AyCTgcwOAgcOYMMDxsQ99f/W80PvcO/Ncf/AV+tHgKEd2FJnUJdiWJlHBgKjuAFaMJt9i/v3sfcU0DDAOtr3kVOt/2Z9Bqa4p6zEWlKECNC3DUybL6cp8KnwdCCEQiESwuLgIAenp6UFdXZ3JURHv76Ec/iq997Wv42Mc+hpe+9KXriVkAePrTn453v/vdeOtb3wpA9gQ/fvw4nv70p0MIgaamJkxNTcHlcuHhhx/GpUuXMDo6ihtvvBGvfe1r8eCDDyIej6OjowNvf/vbNw21vO222zAyMoIf//jHeNKTnoQzZ87gq1/9Kl760pfC7/djbGwMANDR0YEXv/jFOH/+PCYmJvCe97wHN9xwAwKBAO67775tx/O0pz0NFy9eRCAQAAC88IUvxK233oqVlRVcvHhx/Rbxixcvbnvu2NgY/uAP/gDz8/NoamrCO97xDvzJn/wJ0uk0lpaW8Dd/8zd4/etfDwD427/9W7zsZS/DPffcg5e85CW7xvzOd74T73znO5HNZhEIBPDGN74RH/vYx7C6uop//Md/hKqq+PSnP42ZmRkAwDe/+U185zvfQTwuZzew5zkRERWS2+1GKBRCc3Pz3tve/ASc+tH34HvvBxC45/Py+kc/4Eyhy9cMto529H/0b+B6wk2HCbt8aFbA1cRrpg0ymQyWl5cRCoXg9Xpx7NgxVoYTEdE6lpQekaIo8Hg8WFtbw+gocO4cMDoKNDUBJ0/Kx43LDQOYa7sddw2N4IHGl8LlzKBGiUPVgFo1jm5tCmuGB+OZ67Gp27uqAqoKxWJB4wv+G05+7cvoed+dlZ0Q30hR5Pegyk/uotEoLl26hNnZWTQ2NuL48eNMiFNZuf/++2GxWHDHHXesV2zn2Gy2q36de6//zu/8DiwWC06fPg1N0/CUpzwFbrd7fb7D9PT0pufddJO8CL7llltwww034Jvf/CYA4Etf+hJmZ2dxww034IYbboAQAplMBoAcpAwAr3rVq3DPPfdsa+tiGAZ+8pOf4MyZM+vL3v72tyORSOxraOif/dmfQdd1PPOZz8QNN9yA//iP/0BtbS0uXLiAP//zP4eiKOsfELztbW/DX/7lX+4Zs9PpBAC8733vAwC8+MUvBgA8/PDDO8bgdruRSCTwpCc9Cffddx/uvfdeXH/99XvGTkREdBi5vzu5v1t7sbjd6PvQ/8G1I/+Ghmc/c/16aK/q8VwluL2nG93vfTeGvvftyk+I5/CaCQCQzWaxsLCARx99FNlsFsePH0dbWxsT4kREtAkrxfPA7XZjZmYGIyMdCAYVDA1dOVdraAA8HmBsDPjEJ2RS/LvfBWZmaqGqj8cD9mGcqJ/DrQ0PoDU+BkvAjyaxhHm9E2FRj3plFdb2dtQ9/gbUnT4N74teCGtTk7kHTKaYn59fr65pbGzkSR2VpY6ODnziE5/Aa1/7WvzGb/xGQfZhXGWg8bFjx9ZbnKTTaTz1qU/FN77xjQPvI1ep3d7evr4sl1D+9a9/vefzZ2ZmYLVa8eCDD+64/sYbb8RXvvKV9W2f9rSnHTjmXCul3eZpP+EJT8Cf/Mmf4KMf/Shuv/12dHV14Re/+AVqa2t33J6IiOgoLBbLegsVr9e77+e5bn4CXDc/Aen5BQT/4wuI/uxBxB58EJnFzXfVKnY7aq+/Ds4bhlH/rGfAfdutUKo8OVyNUqkUJiYmUFtbi/7+ftTUVEkRGRERHRiT4nlQW1sLXQcSiTi6u53bihdUVbZRufdemRTPFUcYBhCJavh5tBsX17px++0vQnubjmQwgvk5Ay982xtww5PrYHG7i39QVFJ0XcfKygoGBgbY/47KTjqdRjabXf/6Na95DT7/+c/jW9/61qY7HYrxQc/S0tL675DVat2WwJ6ensaxY8f2fJ3e3l4AWG9FAlypyD59+vSez+/o6MDDDz8Mv9+Prq4uAMDc3BxaWlpgsVjwgQ98AM961rPwghe8AM961rPWn3eUmLf63ve+h3e/+93467/+a3z0ox/Fm9/8ZrzhDW/APffcc+DXIiIi2g+3233gpHiOrb0N7W/4o/Wvs6ur0CMRiKwO1eGAtaUZCotGqt7KygpcLtf6nBoiIqLdsH1KHiiKAl2vQ2dnDC7X9vWGAfj9QDgs/9swZKs3TZPJclUF1taA//xP4Ovf0PCdB+rx8Ewj7vnPDoxdYkK8Euw0fPUg1tbWYLfbmRCnsvTjH/8YExMTm5Z9/etfh8fjQSKRWF+Wq7QeHR0FAJw/fx4ANg3G3PiYs/XrrZXRudeJRqP46U9/ile/+tUAgGc84xmYnp7GZz/72fU4n//85191Xzlutxs33ngjvvzlL69v8/73vx9OpxOvetWr1uPYrUr7ve99LwDgRS960fp+nvnMZ2J8fBwA8MxnPhP19fX46le/ijvvvHP9eYeJOfd1TU0NdF3H0pKsrLv77rvx0pfK4c9vfOMb8ZjHPGa9bQwREVEh1NXVIR6P7/r38SAs9fWwd3fD0dcLW3sbE+IEIQTC4TDq6+vNDoWIiMqAIvJxRkJ45JFljI0l8P3v96ChYfO6YBD46leBQACoqZEzYrJZWTFutcqvk0m5bWMj4HbLXuStrUBzM3D2LDA8XPRDojy5+vDV/b3GpUuX4Ha70cTWOVRmXvCCF+Dee++FEAINDQ344he/iCc/+ckAgJ/85Cd46lOfuj7oEQBOnTqF6elp3HzzzWhsbMTnP/95NDY24gc/+AF++7d/G7/85S/hdrsxMjKCD3/4w/jKV76C2tpa3H333bj33ntx1113wWKx4IMf/CCe8IQn4AUveAHq6+vR3t6OS5cu4YlPfCL+/d//HYBMtj/zmc/ED3/4Q3g8HnR2duI73/kOJicncccddyAQCGBgYAD/8A//gKc85Snbji0ej+NZz3oWgsEgbDYbgsEgvvjFL+L06dN4xzvegQ9+8IMQQuAZz3gG/r//7//b9vyPfOQjeOtb3wpVVeH1evG+971vPaEOAH/8x3+M8+fP4yc/+cn6sv3E3N/fj6997Wt41rOehZmZGXR1deFnP/sZFhYWcPr0aQghcN111+HGG2/E1772NXg8HjQ0NEDXddx///3berkTERHlixACjzzyCPr7+1nsQXkXiUQwOzuLwcFBts4hIqI9MSmeJ7FYHOPjU3j/+0/iuuuUTS1UZmeBL35RJr8tFsBmk5XC0ahclkuSa5pc19MD3HYb0NIie5EPDwN33rnnTBkqQbkhq8Eg0N0NuFxAJAL4fIDXu78PPFKpFC5evIjBwUFYLOx4RLRf2WwWa2traGxsNDsUIiIiumx6ehq1tbVobm42OxSqMD6fD1arFW1tbWaHQkREZYBp1jypra2B1ari1KkYxsaAUEgmukMhYHoaqK2VFcK6LpPbNhtQVyeT5Lp+5XWsVuDaa4G2Nrldd7esMN7SeYDKgGHICvFgEBgakkNXLRb5ODQkl4+M7N1KZXV1FS6XiwlxogOyWCxMiBMREZUYl8uFSCRidhhUYXLFEA1bb9smIiLaBZPieaIoChobXXjRiyIYHpatUh55RD7eeivwG78hW6dks1eS4DabXKYoMhne0AB0dMh/OS6XbLkRDptyWHQEExPyA43u7u1V/vv9wCObzSIYDB5qGBERERERUalxuVyIx+ObhnATHVUgEIDT6YTdbjc7FCIiKhMsPc0jl8uFWGwBd97ZjokJmcj2eICBAeChh4CFBeC+++Ryt1smw5NJ+VhTI/81N2NTT/JIRFaYc/ZZ+QmH5c93p+GrgFyeG8C6m8XFRdTW1sLpdBYmSCIiIiKiIrJarXA4HIhGoxyISHmRTCYRDAbR399vdihERFRGWCmeR3V1dchkMshkUjhxAjh9GjhxQlYFDw8D738/8IxnAHa7TIRGIlcqxHNtNQYHr1QVG4bsPT04KBPrlcAwgAsXgPPn5eNerUPKmccjP9DY7e7QvT7wiEajCIfD6Nh46wARERERUZljCxXKFyEE5ubm0NjYiJqaGrPDISKiMsJK8TxSVRVOpxORSGTH27aGh4F/+zfgS18CPv95OYDT4ZBJ8KUloL5eJsyz2c3DGM+cqYwhm6Ojsof2+LisoHY4ZML/zJm9h02Wo4EBeXyjozLxvfFnmPvAY3h45w88hBBYWFhAc3MzbDZbsUImIiIiIio4l8uFqakpCCGgKIrZ4VAZC4fDSKfT6O3tNTsUIiIqM0yK55nL5UI4HEZTU9OO61VVJoFf8AJsarESichk+fi4bKnhcMiEaaUkjEdHgXPn5HDJ7m7ZOiQSkct9PuDs2co4zo1yP2ufDxgb23zce33gEQqFoOs6e4kTERERUcWpqamBqqqIxWKoq6szOxwqU4ZhYGFhAW1tbVAroYqMiIiKiknxPHO5XJifn0c2m4XFsvu3V1Vla5WNhoexrRd5JfxtNwxZIR4MAkNDV46poUEe59iYXH/qVGUc70bDwzLhn6uQ388HHrquY3FxER0dHTy5IyIiIqKKoyjKegsVJsXpsAKBAKxWKzwcwEVERIfApHie2Wy2qw6OMYzdE987JcorwcSETAh3d29PequqXD4+LrerxOMfHpYJ//1+4BEIBGC32+F2u4saJxERERFRsbhcrvUqX7ZQoYPKZDIIBAI4duwY3z9ERHQoTIoXQK7qYWtSvNp6aueEw/J4Xa6d17tcsoI6HC5uXMW03w88cid3fX19PLkjIiIioopVV1eHTCaDdDq94zwmoqtZXl6G0+mE0+k0OxQiIipT7M1QALmkuBBifVmup/boKNDUBJw8KR83Lq9UHo/8AGC3AfORiFzPu97kyZ3L5UJtba3ZoRARERERFYyqqnA6nYjsdpFAtIt0Oo1QKITW1lazQyEiojLGpHgBbBwcA2zvqd3QAFgs8nFoSC4fGZHbVaKBAVkR7/NtP0bDkMsHB+V21Sx3ctfS0mJ2KEREREREBedyubC2tmZ2GFRmlpaW4PF44HA4zA6FiIjKGJPiBbBxcAxwsJ7alUhVZYsYr1cO1QyFgGxWPo6NyeVnzlTekM2D4skdEREREVUTl8uFeDyObDZrdihUJpLJJMLhMAuJiIjoyKo8DVk4G5Pi/3979x0eRbX+Afy7m152k0AKpBeqIARBiSLNQpEOgYSAdOkQAkLooCAqeFEuIAgqotJEBSl6LxbsigUQsKBAQgohhEDKpm6y7++P/DI3m56QZBPy/TwPT5jdmTnvnDPtnJ05pzJ9amdn3919agcGAnPnFvy9eRP488+Cv0U/b8x4c0dEREREjY2lpSWsra2h0+lMHQo1EImJiXBycoKlpaWpQyEiogaOA23WksKBY3JycuDgYKX0qe3kZDyfuZkBTpoc2HUEnJ3UAO7eQWYCA4EOHQqeiE9NLehDPCCAT4gDBTd3TZo04c0dERERETUqhQ8TOTo6lj+jPqfgn1oNWNqyEtEIZWZmIiMjA61atTJ1KEREdBfgnUQtKTpwTHl9agd4ZcGgz0dg+1z4uOiAPL1pAq4jajXQsiXQpUvBX97LFtzc6XQ6uLi4mDoUIiIiIqI6VdgoLiJlz5SnB7J1QL6+oGE8m4NzNkaJiYlo2rQpzM35bB8REd05NknWosKBY8rrUzshQdC0CdA5MB8qFQpu9KjREBHe3BERERFRo2VjYwO1Wo2MjIyyZ8rPK3+a7nrp6enIyspC06ZNTR0KERHdJdgoXouKDhxTVp/anl5A30dz0bzZ/z8ZYWZhypCpjiUmJkKv1/MpcSIiIiJqlFQqldF4TKUyK/bwiJoPkzQmOTk5iIuLQ/PmzfkgERER1RheUWpR0YFjHB0dS+9T298Waj0AQz5gYQ2Ys1G8sUhLS8OtW7cQEBAAMzMzU4dDRERERGQSGo0G169fR7NmzaBSqUrOYG4BWNsb9ylOjYLBYEBsbCwcHR3hVHyALiIiojvARvFaVtiFSuHAMYV9av+PGjCzN0VoZEJ6vR7x8fFwd3eHldXdO7gqEREREVFF7O3todfrkZOTA2tr69JnsrAq+EeNyo0bNwAAbm5uJo6EiIjuNuw+pZZptVrodDoYio+wSY2WwWBATEwMNBqN8mMJEREREVFjpVarYW9vX34XKtTopKam4tatW/Dy8oJazaYLIiKqWbyy1DJra2uo1WpkZmaaOhSqB0QE8fHxAAB3d3cTR0NEREREVD9U2K84NSpZWVmIj4+Hp6cn36wlIqJawUbxWqZSqaDVapGWlmbqUKgeSElJQUZGBry9vfm0AxERERHR/9NoNMjMzEReXp6pQyETy8/PR2xsLFxcXKDVak0dDhER3aXYKlcHCp96EBFTh0ImlJubi4SEBHh4eMDCggOqEhEREREVsrCwgI2NDZ8WJyQmJsLc3BzOzs6mDoWIiO5ibBSvA3Z2dsjPz0d2drapQyETKRw13cHBARqNxtThEBERERHVO3zDllJTU5GSkgJPT0+oVCpTh0NERHcxNorXAQ4c07iJCBISEgAAzZs3N3E0RERERET1k0ajgU6ng8FgMHUoZALZ2dlKP+KWlpamDoeIiO5ybBSvIxqNhk89NFK3b99GWloa+xEnIiIiIiqHlZUVzM3NodPpTB0K1bG8vDxcvXoVzs7O7EeciIjqBFvo6ohGo0F2djb0er2pQ6E6pNPpkJCQAG9vb/YjTkRERERUDpVKBa1WyzdsG5nCriatra3h4uJi6nCIiKiRYKN4HTE3N4etrS2fFm9EdDodYmJi4O7uDjs7O1OHQ0RERERU72k0GqSnp0NETB0K1QGDwYCrV6/CYDCwH3EiIqpTbBSvQ3zqofFIT09HTEwMmjdvDicnJ1OHQ0RERETUINjZ2UFEkJWVZepQqJYZDAbExMTAYDDA19cXZmZmpg6JiIgaETaK1yGNRoOMjAzk5+ebOhSqRampqcoT4mwQJyIiIiKqPJVKBXt7ez5MdJfLz89HVFQUG8SJiMhk2Cheh6ysrGBhYYGMjAxTh0K15Pbt24iPj4e3tzccHR1NHQ4RERERUYNT2IUK3Z3y8vIQFRUFc3NzNogTEZHJsFG8jjXUGzyDAfjnH+CXXwr+Ggymjqj+uXXrljKopkajMXU4REREREQNkr29PbKzs6HX600dCtWwwgZxS0tLeHt7Q61mkwQREZmGuakDaGw0Gg3i4uIgIg1mEJGzZ4FDh4CLF4HsbMDaGmjdGhg2DAgMNHV09UNycjISExPh4+PDQTWJiIiIiO6Aubk5bG1tkZ6ejiZNmpg6HKohubm5uHr1KqytrTmoJhERmRx/lq1jtra2MBgMyM7ONnUolXL2LPDvfxf8dXYG2rYt+Fv088ZMRHD9+nXcuHEDvr6+bBAnIiIiIqoBDfUNWypddnY2rly5AltbWzaIExFRvcBG8TqmVqsbzMAxBkPBE+LJyUD79oCTE2BuXvC3ffuCzw8darxdqeTn5yM2Nhapqanw9/eHra2tqUMiIiIiIroraDQa6HQ6GBprZeMukpaWhitXrqBJkyZwd3dngzgREdULbBQ3gYby1MPlywVdpnh5AcW7elOrCz6/eLFgvsYmMzMTly5dgsFgQEBAAKysrEwdEhERERHRXcPKygpmZmbIyMgwdShUTQaDAfHx8YiLi4O7uztcXV3ZIE5ERPUGG8VNwN7eHllZWcjLyzN1KOVKTS3oQ7ysMSM1moLvU1PrNi5TS0lJQVRUFJo2bQofHx+Ym7NrfiIiIiKimqRSqRrMw0RUUl5eHqKjo5GdnY0WLVrA0dHR1CEREREZYaO4CVhYWMDa2ho6nc7UoZTLwaFgUM2y7kPT0wu+d3Co27hMRURw48YNXLt2Dd7e3nB2duaTDkREREREtaSwCxVqWHJycnDlyhWYm5vDz88PlpaWpg6JiIioBDaKm0hDeOohIABo3RqIjS3Zb7jBUPB569YF893tCl/9u3XrFvz8/KAp6/F5IiIiIiKqEXZ2dtDr9cjJyTF1KFRJGRkZuHLlCrRaLby8vKAu3g8nERFRPcErlInY29tDp9NBREwdSpnUamDYMKBpU+DCBeD2bSAvr+DvhQsFnw8bVrK/8btNfn4+rl69iuzsbAQEBMDGxsbUIRERERER3fXMzMxga2vLp8UbiNTUVERHR8PNzQ3NmjXjW7VERFSvqaQ+t8rexUQEf/75J3x9fWFra2vqcMp19ixw6FDBoJrZ2QVdprRuXdAgHhho6uhqV25uLmJiYmBubg4vLy+YmZmZOiQiIiIiokbj5s2b0Ol08PX1NXUoVAYRwc2bN5GUlAQvLy++VUtERA0CRwg0kaIDx9T3RvHAQKBDB+Dy5YJBNR0cCrpMudufEM/IyEBMTAy0Wi3c3d35pAMRERERUR3TaDRITExEfn4+H1Cphwq7mczIyICfnx/fqiUiogaDjeImpNVqcePGDbi5uZk6lAqp1UDLlqaOom6ICG7fvo2EhAQ0a9YMTZs2NXVIRERERESNkpWVFSwtLaHT6eDg4GDqcKgIvV6PmJgYAEBAQAAsLCxMHBEREVHlsVHchOzt7REXF4fs7GxYW1ubOhxCwUjp165dQ3Z2Nnx8fGBvb2/qkIiIiIiIGjWtVovU1FQ2itcTIoLk5GTcuHFDeauWA2oSEVFDw0ZxEzIzM4NGo0FaWhobxU0sLy8PN2/eRHJyMpycnODt7c3XM4mIiIiI6gEHBwdcuXIFBoOBja8mJCLQ6XS4fv06AMDb25sPERERUYPFRnET02q1uHnzJlxdXU0dSqOk1+uRnJyMW7duwcbGBv7+/uwHj4iIiIioHrGysoK5uTl0Oh20Wq2pw2l0RATp6elISkpCbm4uXFxc0KRJE/5AQUREDRobxU1Mo9EgPj4eOTk5sLKyMnU4jUZWVhZu3ryJtLQ02Nvbw8fHB3Z2dqYOi4iIiIiIilGpVEoXKmwUrzv5+flISUlBcnIyDAYDnJ2d4eTkxDdqiYjorsBGcRMzMzODvb090tLS4OLiYupw7mqFr/slJSUhKysLTk5OaNGiBX+MICIiIiKq5xwcHBAVFcUuVOpA0bdpLS0t4erqCgcHB6hUKlOHRkREVGPYKF4PaLVaJCcns1G8logI0tLSkJSUBL1ej6ZNm8Lb2xvm5tz9iYiIiIgaAmtra5iZmbELlVqUm5uLmzdv4vbt28rbtLa2tmwMJyKiuxJbBesBrVaLa9euITc3F5aWlqYO565gMBiQkZGBtLQ0pKWlQa1WK6/78ckSIiIiIqKGRaVSwcHBAWlpaWwUr0G5ublKnSkzMxMODg4cZ4mIiBoFNorXA2ZmZrCzs0NqaiqfFr9D+fn5SE5ORnJyMtRqNbRaLby9vfmEAxERERFRA6fVahEdHc0uVO6QiCAjIwNJSUnIzMyEnZ0dHB0d+TYtERE1Krzi1RMODg64desWG8WrSURw69YtJCYmwtraGp6enrC3t2dDOBERERHRXcLGxgZmZmbIyMiARqMxdTgNUk5ODuLj45GTk4MmTZrAy8uLDeFERNQo8epXT2g0GsTHx7MLlWrIzc1V8s7b2xv29vamDomIiIiIiGqYSqWCVqtFamoqG8WrqOhDRI6OjvDx8YGZmZmpwyIiIjIZNorXE+bm5rCzs0NaWhqcnZ1NHU6DICJISUlBQkICHBwc4O3tzRs7IiIiIqK7mFarRUxMDESEb4VWkl6vR1xcHB8iIiIiKoKN4vWIRqNBRkYGG8UrIS8vD/Hx8cjKyoKXlxefFCEiIiIiagRsbW0hIsjOzuZgkBUo+hBR4VhLfIiIiIioABvF6xE7OzvcuHGDTz2Uw2Aw4NatW0hKSoK9vT1atGjBPvCIiIiIiBoJlUoFOzs76HQ6NoqXIysrC4mJicjKyoKnpye0Wq2pQyIiIqpX2JpYj1hbW0OlUikjgNP/GAwG3L59G0lJSTA3N4enpyefDiciIiIiaoTs7e2RlpYGFxcXU4dS72RnZyMxMRE6nQ5NmzaFp6cnHyIiIiIqBa+O9UjhwDFpaWlsFP9/IqI0hqvVari7u0Oj0fBJeiIiIiKiRkqj0SAhIQF5eXls8P1/2dnZuHHjBtLT09GkSRO0atUKFhYWpg6LiIio3uIdRD2j1Wpx7do1NGvWrFE3/Bb2f3fjxg2oVCq4ubnBwcGhUecJEREREREBlpaWsLGxQXp6OpycnEwdjknl5OQgKSkJqampcHJyYmM4ERFRJbFRvJ6xs7NDfn5+ox04RkSQmpqq9K3u6uoKR0dHNoYTEREREZFCo9EgLS2t0TaK5+bmIikpCSkpKXBwcEDLli1haWlp6rCIiIgaDDaK1zNqtVrpI68xNYqLCNLT05GYmIj8/Hy4urrCycmJjeFERERERFSCVqtFUlIS8vPzYWZmZupw6oxer0dSUhJu374NrVaLFi1awMrKytRhERERNThsFK+HHB0dkZCQAFdX17u+UVhEoNPpkJiYiLy8PLi4uMDJyQlqtdrUoRERERERUT1lbW0NKyurRvO0eF5eHpKSknDr1i1oNBoEBATA2tra1GERERE1WGwUr4c0Gg3i4+ORkZEBe3t7U4dTKwqfDE9KSkJubi5cXFzQpEkTNoYTEREREVGlODo64vbt23d1o7her8fNmzdx69Yt2Nvbw9/fv1G9UUxERFRb2CheD6lUKjg6OiIlJeWuaxQvbAy/ceMG9Ho9G8OJiIiIiKhaHB0dkZiYiNzc3LuuP202hhMREdUuNorXU46OjoiKioLBYLhrGoxzc3MRGxsLvV4PZ2dnNoYTEREREVG1mZubw97eHqmpqXBxcTF1ODVCRJCcnIzExEQ2hhMREdUiNorXU9bW1lCr1cjKyoKdnZ2pw7ljmZmZiImJgUajgZ+fHxvDiYiIiIjojtnb2yMtLe2uaBQXEVy7dg3p6enw8/ODra2tqUMiIiK6a7Flsp5SqVSwt7dHenq6qUO5YxkZGYiOjoazszPc3d3ZIE5ERERERDXC3t4emZmZyM/PN3Uod8RgMCAmJgZZWVnw9/dngzgREVEtY+tkPWZvbw+dTmfqMO5IVlYWrl69imbNmsHZ2RkqlcrUIRERERER0V3CysoKFhYWyMjIMHUo1SYiiI+Ph16vh6+v713XPzoREVF9xEbxesze3h7Z2dnIy8szdSjVotfrERMTo/QfTkREREREVNMa+sNESUlJyMzMhI+PD8zN2cMpERFRXWCjeD1mbm4Oa2vrBnmDV/j6n62t7V3Rvx8REREREdVPDblRPDU1FTdv3oSPjw8sLCxMHQ4REVGjwUbxeq4h3uAVvv6nUqng4eHBLlOIiIiIiKjW2NnZITc3F7m5uaYOpUqysrIQHx8PLy8vWFtbmzocIiKiRoWN4vWcRqOBTqeDiJg6lEpLSUmBTqeDt7c3B9UkIiIiIqJaZWZmBjs7O6Snp5s6lEozGAyIjY2Fs7MzNBqNqcMhIiJqdNhiWc/Z2NjAYDAgOzvb1KFUSm5uLhISEuDh4cH+8IiIiIiIqE40tDdsr1+/DnNzc3Y1SUREZCJsFK/n1Gp1g3nqQUQQFxcHBwcHaLVaU4dDRERERESNhL29PTIyMmAwGEwdSoXS09ORkpLCriaJiIhMiI3iDYBWq20QjeIJCQnIz89Hs2bNTB0KERERERE1ItbW1jAzM0NGRoapQylXTk4OYmNj4e7uDisrK1OHQ0RE1GixUbwB0Gg0yMrKgl6vN3UoZUpOTkZqaip8fHxgZmZm6nCIiIiIiKgRUalU0Gq1SEtLM3UoZcrLy8PVq1fRpEkTODo6mjocIiKiRo2N4g2Aubk5bG1t6+0Nnk6nw/Xr1+Ht7Q1LS0tTh0NERERERI2QRqNBeno6RMTUoZQgIoiNjYWVlRXc3NxMHQ4REVGjx0bxBqK+dqGSk5ODmJgYuLu7w87OztThEBERERFRI2VnZweDwYCsrCxTh1JCYVeTnp6e7EeciIioHmCjeAOh0WiQkZGB/Px8U4eiMBgMiI2NhZOTE5ycnEwdDhERERERNWIqlQoajabevWF7+/ZtpKamwtvbm11NEhER1RNsFG8grKysYGlpWW+eFhcRxMfHQ61Wc2BNIiIiIiKqF+rbG7aZmZlISEiAp6cnu5okIiKqR9go3oDUl4FjCp8Qz87OhpeXF1//IyIiIiKiesHe3h65ubnIzs42dSjQ6XSIjo6Gm5sbNBqNqcMhIiKiItgo3oA4ODggPT0dBoPBZDHk5+fj6tWr0Ov18PPzg4WFhcliISIiIiIiKsrMzKxedKGSlpaGmJgYNG/eHE2bNjVpLERERFQSG8UbECsrK1hYWJjsdcD8/HxER0cDAHx9fWFubm6SOIiIiIiIiMpi6jdsU1JSEBcXB09PT469REREVE+xUbwBUalUJrvBMxgMuHr1KtRqNXx8fDhADBERERER1UsajQY5OTnIycmp87RTU1MRHx8PLy8vaLXaOk+fiIiIKoeN4g2MKbpQKWwQV6lU8PHxgVrN3YaIiIiIiOonMzMz2Nvb1/nDRGlpaYiLi4O3tzf7ECciIqrn2LrZwFhbW8PMzAw6na5O0hMRxMfHw2AwsEGciIiIiIgaBK1Wi9TU1DpLLysrC3FxcfDy8mKDOBERUQPAFs4GRqVSwcHBoc5u8JKSkpCZmckGcSIiIiIiajC0Wm2ddaGi1+tx9epVuLq6sssUIiKiBoKtnA2QVqtFeno6RKTW0sjNzUVMTAxu3rwJb29vDqpJREREREQNhpmZGezs7JCenl5raYgIbt26hStXrsDe3h5NmzattbSIiIioZrFRvAGysbGBSqVCZmZmraw/LS0Nly5dgpmZGVq0aAEbG5taSYeIiIiIiKi2aDSaWmsUz8/PR0xMDJKSktCsWTN4eHhApVLVSlpERERU8/j4bwOkUqmUGzw7O7saW6+I4Pr167h9+zY8PDzg4OBQY+smIiIiIiKqSxqNBtevX0d+fj7MzMxqbL2ZmZmIjY2FtbU1AgIC+FYtERFRA8QnxRuomn7qITc3F1euXEFGRgYCAgLYIE5ERERERA2apaUlLC0todPpamR9IoLk5GRERUWhSZMm7GaSiIioAWOjeANlb2+PnJwc5Obm3vG60tPTcfnyZVhbW8Pf3x9WVlY1ECEREREREZFp1dTDRPn5+YiNjUVSUhJ8fX3h4uLC7lKIiIgaMDaKN1A1MXCMiCAxMRGxsbFo3rw5PDw8oFZzlyAiIiIiortDYaO4iFR7HdnZ2bh8+TIMBgNatGhRo11YEhERkWmwBbQB02q1SEtLq9ayIoL4+HikpKTA398fjo6ONRscERERERGRidna2gIo6Ae8OjIzMxEVFQUHBwf4+PiwuxQiIqK7BBvFGzCNRoOMjAzk5eVVaTmDwYDY2FhkZWXB398f1tbWtRQhERERERGR6ahUKmg0mmo9TKTT6RAdHQ1XV1e4ubmxuxQiIqK7CBvFGzBLS0tYW1tX6QYvPz8fV69ehV6vh5+fHywsLGoxQiIiIiIiItMqfMO2Kl2opKWl4erVq2jevDmaNm1ai9ERERGRKbBRvIFzdHREampqpebNy8tDdHQ0AMDX15ev/hERERER0V3P3t4eBoMBWVlZlZr/9u3biI2NhZeXF5ycnGo5OiIiIjIFNoo3cHZ2dsjKyqrwqQe9Xo+oqChYWFjAx8cHZmZmdRQhERERERGR6ajVatja2laqX/GbN28iISEBPj4+0Gq1dRAdERERmQIfFW7grK2tISLIyckps2/wnJwcREdHw97eHu7u7uwLj4iIiIiIGpWKGsVFBImJibh9+zb8/PxgY2NTh9ERERFRXeOT4g2cSqWCjY1NmTd4WVlZuHLlChwcHNggTkREREREjZKNjU2Z3aeICK5du4bU1FT4+/uzQZyIiKgR4JPidwFbW9tSb/AyMjJw9epVuLi4wMXFxQSRERERERERmZ6NjQ30ej30ej0sLCyUzw0GA+Li4pCTkwM/Pz9YWlqaMEoiIiKqK3xS/C5ga2sLnU5n1K94amqqMlo6G8SJiIiIiKgxMzMzg7W1NXQ6nfJZfn4+rl69Cr1ezwZxIiKiRoaN4neBwtHUMzIylL7w4uPj4enpydHSiYiIiIiIADg6OuL27dsAgOzsbFy+fBlqtRq+vr4wN+dL1ERERI2JSoo+XkwN1vXr15GTkwOVSoWsrCz4+PiUOfAmERERERFRY5OXl4eLFy+iWbNmSExMRNOmTeHq6spxl4iIiBohPil+l3ByckJ6ejry8/MREBDABnEiIiIiIqIizM3NodVqcf36dbi7u8PNzY0N4kRERI0UnxS/i2RmZsLGxoY3dkRERERERKXIy8tDfn4+rKysTB0KERERmRAbxYmIiIiIiIiIiIio0WD3KURERERERERERETUaLBRnIiIiIiIiIiIiIgaDTaKExEREREREREREVGjwUZxIiIiIiIiIiIiImo02ChORERERERERERERI0GG8WJiIiIiIiIiIiIqNFgozgRERERERERERERNRpsFCciIiIiIiIiIiKiRoON4kRERERERERERETUaLBRnIiIiIiIiIiIiIgajTptFB8+fDiGDBlSl0kqpkyZAgsLC0ycOLHO0lyxYgW0Wi169+5dZ2kCwKlTp+Dk5IQffvihTtOtyPHjxzF27Fg4OTnhp59+MvpOpVLh8ccfx9ixY7F161bodDp4e3vj22+/vaM0z5w5g4cffhgqlQpfffUVACAmJgbOzs54//33q73eF198EYMGDapwvn379qFjx47VTqfoMfPUU0/B0tKyxvfhAQMGYMOGDRXON3PmTMyePVuZ1uv1WLNmDbp06YIHH3wQERERCAwMrNHY6kpmZia8vb2xcePGGllfdfO0sXjllVfg5eWFjIyMai1flfNDhw4dsH///hKfP/XUU9BqtfDz86twHVW5dq1ZswaOjo5lnvdr4vzTEF2+fBmenp64cuVKufOVVrb//PMPwsPDodFosGXLlmql/9lnn6Fjx45QqVS4evUqgP8df3q9HmPHjsXYsWMREBCACRMmVCsNIqKaxHpT3WC96X9efvllPProo2jZsmW179FM4U7K8E7uT6qjoeZxXSpaJgcOHMDYsWMxbNgwqFQqREdHmzo8IrrLmFd2xj/++ANLlizBkSNH8Mgjj8Df3x+//vorWrVqhU2bNsHNza3CdXh5ecHcvNJJ1qjXX38dKSkpEJE6S3PNmjXIzs7Gzz//XGdpAoC9vT1atGgBJyenOk23PFFRUVi1ahVOnTqFl19+GZ6eniXmWbZsGXr16gUAyM7OxrVr15CdnX1H6Xbq1An//e9/YW9vr5S9lZUVWrRoAVdX12qvNy0tDbdv365wPp1Oh+Tk5GqnU/SY2blzZ63swykpKUhNTa1wvtTUVKhUKmV6/fr1sLW1xb59+/Df//4XmZmZaNOmTY3GVlfMzMwQEBAADw+PGllfdfO0sXB2dkbr1q1hYWFRreXNzc0rfX5ITk6GTqcr8fnOnTvRpk0bbN68ucJ1VOXatWLFCqSnp5eowBaqifNPQ2QwGBAfHw+DwVDufMXLNj8/H0OHDsVXX32FBx98ED4+PtVK/7HHHsPevXvRvn175RxaePxZWFjg3XffBQA2iBNRjWC9qepYb/ofU9Sb9uzZgytXrmDfvn144403YGtrW+111bU7KcPq3p9UR0PO47pUtExCQkIQEhKC6OhoHD582NShEdFdqNJ3Wvfccw8+/PBDmJubY+TIkZg+fTpSUlLQsmVLTJgwAZ988kmF69i0aVOVgiusnL711ltVWq4s9vb2NbKeqrCzs6v1NFQqFU6ePKncGLVr167Obygrsm/fPvj7+8PMzAxPP/10hfNbW1ujbdu2uO++++447eJl4Obmhh9//PGO1tmpU6dSG9pKm69z587KdPGyqkjxY6Yq+1Nl0yoeY3nzmZmZKdO7d+/GK6+8gpYtW6Jly5aVjqs2vPXWW1i9enWlnx7o1asXevXqhdWrVwMoaKg8efJkjcVT3Ty9U9HR0fDz80NUVBR8fX1rbL01rfCp3MoqXr5VOT+UVxZNmzatVPpVvXaVV8mpifOPKVT13FVcixYt4OXlhYCAgHLnK162p06dQlJSEpydnREaGlqttAsVP3/W9PFHRFSI9abqYb2pgCnqTbt378bQoUPh6uqKJUuWVHs9plC8DL/88kv07t27Uj/qVPf+pDoach7XpcqWCRFRTajS4wfFK4+Ojo7o1asXPv744xoNiu4+0dHRVf41PCQkBE2aNKmliO5Mx44dkZ+fX+F87dq1Q8+ePesgourr2rVrpW7wOnfuDEtLS2W6OmXaWFQ3T6nyKnt+6NGjB9q1a1cHEVF5VCoVpk6dWqk3I4qWbWnnmczMTFhaWt7xE5Q8/oioNrHeRNVlinpT8TQNBgMyMzNN8uNIXaru/Ul1NNY8rqqqlAkR0Z264z7FdTqd0uWAiGDz5s2YNGkSli5diuDgYPz1118ACp52cHJyUvqJ+/DDD+Hi4oJevXrhX//6F7p27Qp3d3d88cUXAICFCxfiq6++wldffYXQ0FDs2bMHubm5mDlzJhYvXozRo0fj4YcfLjWml156CREREZg6dSratGmDuLg45bu8vDwsXboUHTt2RIsWLfDbb78p30VFRSE0NBRLly7FpEmT8OKLL8JgMODjjz+Go6MjPD09lX7E1q1bhxUrVgAAjh49ChcXl0r1u5eUlITx48cjMjISM2fOxMKFC5GTk6N8f+DAAYwYMQKRkZEYNWoU0tLSICJYs2YNIiIiEBYWhsGDByMrKwtXrlxRnpx79tlnERoaim+//RaPPPKIUR/a5ZVLReVQUX4W0uv1WLlyJWbOnInIyEiEhYXh2rVrAAqeXPn000+VsiyMqyLLly8HUNB/t5WVFXr16oXnn38eTzzxBNq1a4cvv/yy0vlaKDU1FUOHDoVKpcLu3bvLzXeg4CnFCRMmYPHixRg8eLASe8uWLRESElLhNtjY2GD+/PmlllVcXFyVjpnS/P3330p8Q4cOxfvvv19mWqdPn8akSZOwaNEi9OnTB2vXrgUAPPnkk5XqkqB3797o1q0bTp06hdDQUOj1emX9+/btg4eHh9I/8yeffAJXV1f4+vpi+/btaN++PRYtWlRunlZGaduwa9cubNu2DUlJSQgNDcWyZcsAAIcOHcKUKVMQHh6OoKAgJV8nTJiAP/74A++//z5CQ0Nx4sQJTJgwAWq1Gs8884yS1hdffIFRo0Zh+fLlGDlyJI4fPw4AuHDhAjp06ACVSoVPPvkEffv2hYuLC9avX68sW9U8rco5Jjc3FxEREYiMjMTgwYMxZcoUiAhOnTqFOXPmAADmzJmD0NBQ5OTkQK/XY/HixViwYAGmTZuGmTNnIicnp9wyqkhgYCBUKhWWL1+OOXPmIDAwEMHBwbh161aF+ffpp5+idevWyo1uRflZVvkWnh8qsmjRIqXhMzMzE3PnzsXo0aOxcOFCvPrqq8p8v/76K3x9faFSqbB//35069YNISEhVb52Fbd9+3bl/HX16tUS559JkyZBpVJh/fr1ePLJJ+Hr64vevXsrb6Lk5+dj7ty5mDZtGnr06AELCwuEhobi2LFjFW77Tz/9BE9PTzg4OODIkSMAgL179+LJJ58EAHz//fcICAhAv379kJOTU+nrTOG564UXXsDcuXMRHh6OMWPG4Pbt22XmY1XKrHC+9evXY9OmTUrZb968GaNHj4adnR2+++47JCYmKpWmoufz48ePY/LkyVi8eDEGDRqEc+fOlZpO4fFHRFRXWG9ivQmo3XpTVe/BC/MlPj4e27ZtQ2hoKA4cOABPT09l/KQ9e/agffv2RuOw/Pjjjxg4cCDmz58PW1tbdOrUSXlbIT09HbNmzcKiRYswbtw4peyB0usulRUVFYWJEyciMjISw4YNw7Rp0xAdHW1UhseOHcOzzz4LAAgNDcXUqVMrjKmq9yd3cx4DVTuuCvNFrVYjMjIS8+bNQ5s2bdC+fXv8/vvvyvmjZcuWyv3Y3LlzYWZmhpCQECxfvhyPPPIIunTpgvPnz1e5TIiI7phUEQDZtm2biIh88cUXYmlpKXv27BERkW3btkn79u0lJydHREQ+/PBDcXd3l9TUVBERWbx4sfTs2VNZ1+LFi8Xd3V0uXrwoIiJTp06V7t27K9+PHz9exo8fr0zv2LFD5s+fLyIier1eRo4cWSK+v//+W+677z5les6cORIbG6usr127dpKQkCAGg0H69u0rY8eOFRGRzMxM8fX1lb179yrrv++++2TDhg0iIvLyyy+Lh4eHst5OnTpJy5YtlekJEyaIwWAoEc+qVauUbTYYDPLggw/KunXrlO8HDx4ss2bNEhGRzz77TDw8PCQjI0NERBwdHWXTpk1y6tQpASD//POPiIi0bdtWtm/frqwDgJw8eVKZzs7ONvqsMuVSVjmUl59FRUZGSt++fZXpjRs3SmBgoOj1eiXvi5ZlccW3obiIiAhp1aqV6HQ6ERF5++23xdbWVuLi4irM19LW36xZM9m1a5eIlJ3v169fF19fX+Xzjz76SFxcXCQ/P7/MOCtSPI6qHjNF8zErK0t8fHwkISFBRER+++03sbKykqSkpFLTeuihh+TcuXMiIvLLL7/I2rVrq70dpa1/+/bt4uPjo0xv3bpVbG1t5cqVK7J06VKJiIi44zwtaxt27dpllLbBYBA7OzvZuXOniIjMmDFDQkNDle979uwpq1atMlp3UFCQ8tn58+fF1tZWoqOjRUTk2rVrYmtrK6dOnRIRkf/85z8CQI4ePSoiInv37hULCwvJysqq1HaUprLnmAMHDoharZacnBzJzc0VrVYr//nPf0REJCoqSgBIVFSUstzTTz8tL774otF6N2/eLCKll1Fl5OXlibOzsyxbtkxECs6Xffr0kcGDB4tI5fOvUEX5Wbx8q2v8+PEyYsQIZXr16tVG6z1+/LgAkFOnTsm2bdskODhYRKp+7Sp63n/nnXeUa2ahouefwumwsDDJzs6W1NRUcXZ2ljfeeENERF599VXx9/cXEZHU1FSxtLSU77//vtLbfOjQIbGyslLOncOGDRONRqPk7dSpUyU7O7vK15ktW7bIjBkzlOlhw4bJggULys3H6ihe9nq9vkQsnp6eSn7+9ttv0qFDB+WcsmnTJuncubOIlH58FFfRtYqIqCpYbyrAepOx2q43Vece3MfHx+jeZNmyZUb73+uvv65cjw0GgzRr1kx2796tbE+fPn2UeYODg+XAgQMi8r97xqNHj1ZYd6lIWFiYHDlyRERE4uLiZPbs2SJSsgxPnjwpxZs5yoqpuu7WPK7ucfXggw9K7969JTU1VfR6vXTo0EECAwOVOJ544gl58sknlfmHDRsmPXv2VPb5Z599Vtzd3ZX71eIqcw9HRFQd1XpSfO/evZg0aRJ27dqFr7/+GmFhYQCAzZs3Izg4WHkqb9CgQUhOTsahQ4cAFPTbW5SVlRVatmyJVq1aAQCCgoIQGxtbZrp2dnZ4++23sX37duh0OqOn/ApZW1vj/PnzWLZsGaKiorBmzRqjwWy6dOmCZs2aQaVSoWvXrsqv98eOHcO1a9cQHBwMoGAwjaFDh2Lr1q0AgODgYFy7dg2//fYbLl26hO7du+Py5cs4ffo0YmJicM8991T4is8vv/yCH374QcmvwvXu2LEDer0er7zyCnr37q28VrV8+XL07NkTnTp1wsmTJxEQEICEhASoVCpcv369zHSK53NlyqWscqgoP4GCJyq2bNmC0aNHG23X2bNn8d1335WbJ5Wl1WrRvHlzpa/BMWPGwM7ODnv37q0wX0tTNI/Kyvfdu3cjMzMTS5cuxbx583D06FH4+/vf0cCZxVX1mCnqyJEjSExMxAsvvIB58+Zhx44dCAwMVJ40Kc7Ozg5z587F559/jk6dOmHatGk1th2lxWprawsXFxf4+fnhueeew8aNG+84Tyu7DSqVCp9++ilCQkKQmZmJ9PT0co+Z4vFv27YNDzzwgPK0d/PmzREUFIRt27YZzTtw4EAABceMXq9HYmJipbajNJU9xwwYMADffPMNLC0tERsbC0tLyzK3zWAwYNu2bfjuu+8wb948zJs3D25ubkhPTwdQehlVhpmZGezs7NCiRQsABefLOXPm4MiRI7hx40al869QbeRncdeuXcPbb79tNJBi8af5C88BDzzwAKZPn46DBw+WGW9lrl3Hjx9HQkICpk+fXmL54tOPP/44rKysoNVqcc899yjru3DhgnLO1Wq1aNKkSYX7clH9+vWDhYUFPvvsM+h0OjRr1gxqtRoff/wxsrOz4eDgACsrqypfZ7Zu3Yo///xT2a8MBgNyc3PLzceaUFqXKUW7KNi+fTsyMzMxf/58zJs3D7/88gusra1rLH0ioqpivYn1pqLqot5UE/fgxa+3Ra+1N2/exPXr19GsWTMAgJ+fn5LHiYmJeP/993H06FHMmzcPCxYswL333oubN29Wue5SnJ2dHVasWIGPPvoIrq6uWLVqFYDy60sVxVRdd2seV/e4srS0RI8ePaDVamFubo7AwEB07NhRib9Lly5Gb01otVr4+voqeRAeHo6EhAR2L0VEda5aHXKGhYWVqOQDwOXLl40GLjM3N0eTJk3KvWErSqVSlTsgxujRo3Hx4kUsW7YM8+fPx7Jly5RX6Qt5eXlhz549WLJkCZ5//nkEBwdj9+7dsLCwKDe9y5cvQ6PRGM3n5uamvCbu6emJLl264OjRo7CwsMCCBQtw7tw5HDhwAF5eXhg+fHiF23f58mUAxoO7ubm5KY0/ly9fRt++fZXvFixYoPw/ISEBkydPRpcuXWBtbV2l0eCrWi5F86Uy+ZmYmIiMjIwS2wWg0mVfVWq1Gh4eHrhy5Qq8vLwAlJ2vpY3YXlRZ+f7aa6/ByckJr7zySs1vQJG0q3vMREdHQ0QqHd/OnTsxa9Ys9OnTB/7+/tizZw+cnZ2rG3q1REdH31GeVmUbzMzMMH/+fPj6+sLMzOyOjhmgYJ8q75gBUKU0iqvsOcbGxga//fYb3nzzTXTr1g0WFhZlpnvz5k1kZGRg9OjRdzxIYUUKj8OoqKgq519xNZGfxcXGxkJElDhrUmnXrqioKKxbtw7Z2dmYN29eqdegyqxv6NCh2LdvH1JTU5GSkoL8/Hx079690uuytrZG//79cfToUWRmZiIsLAxZWVk4cOAALC0tlXOfhYVFla4z0dHRGDduHBYvXlzpWOpCdHQ0AgICavW8TURUFaw3sd5k6noTcOf34EW5uLigR48e+O6779CnTx/8/PPPGDJkCADg6tWrAIBZs2YhKCjIaLn169dXqe5S3AsvvIA5c+Zg1KhRaNKkCd544w088cQTFS5XXkw16W7I45o6ror/6KVSqWAwGMqcX6vVwsHBAVeuXKlW3ERE1XXHfYoX1bx5c6Mn+/Lz85GcnIyWLVtWe51FT7Z//PEHnnnmGSQkJGDHjh1Yu3at0sdboStXrmDQoEG4dOkSvvzyS5w+fdqor9HyYk9JSTHqpy4xMREtWrRQTupDhw7FkSNHkJCQAG9vb4SFheG9997D5cuXKzU6cvPmzZX1Fk3D1tYW7u7uSiNvcW+++SamT5+OF198ETNnzoRGoykxT3kXpTspl8rkp5OTE6ysrEpsF4A7KvuKJCYmwsvLq8J8rUhZ+e7p6Yno6Gilf3GgoP+28i7olVG0rO6kbDw9PZGTk4O///5b+Sw7OxvZ2dmlpqXT6XDs2DHExsaiW7dumDt37h1tR3XcaZ6Wtw1Ft/XixYt4+OGHMXLkSCxbtgy+vr4l1lWVYwYo2Kdqc38GKneOWb16NV566SVs3rwZEydOLHWgwMJtc3Z2hrW1dYk+lVNSUmo89sL88vT0rJX8u9MGcn9/fwDA7du372g9leXn54fDhw8jLi7OqJ/Hqnr88ccxY8YMhIeHY8uWLfj888+r/GPW0KFDcezYMfz444/o1q0bwsLCcOzYMXzyySfKQMBVvc54enrWyX5VmvKeLvT09MSFCxeMYq2ruIiIqoL1porTKFxv0TRYb6qeqt6Dq9XlNxO88847+Pzzz7FixQq0adMGK1euVNIBUOo9QmXqLuVJSEjAnj17kJCQgPHjx2PSpEnlzl9YzuXFVJPuhjy+k+PqTmRnZyM1NbVWHl4hIipPlRrF8/PzAaDME/vChQvx/vvvKzdIhw4dQrNmzZRfNUXE6Cak+HThZ4WsrKyUX0IBYOPGjfj+++9haWmJsWPH4p577ikxMvfXX3+t/DLao0cPDBo0SBnRubz0goOD4e3tjQMHDgAoGFjmgw8+MGp0GzZsGH755Re0bdtWWebatWtwcnIqM8+Kptm9e3cEBQVhz549yvcHDhzA7NmzoVarMW7cOHzyySf45ZdfABTcIK1atQpnzpyBm5sbXFxckJGRgYSEBOU1daDgdaWi+VSYXuHfqpZL0WXLy89CVlZWmDt3Lvbu3assd+DAAXTt2hUPPPBAmWlUVWJiorIPfv3118jPz8e0adMqzNfi+VE8nrLyfezYsQCA5557Tllm0aJFJV61O3PmDEaPHl2p19KKl9WdHDODBw+Gi4sLVq1apXy2du1a5cma4mmNHTsW2dnZcHd3R0RERKkjnb/77ruYPXt2hY3UFeVpadOFMQAV52lZytoGKysr5alooKDLCb1ej/bt2wMALl26ZHTMFD+3FI933rx5+PXXX5Wbwvj4ePzwww+YOXNmmdtf2jRQ+TwFKneOOXPmDAICAmBjY4MbN24gLS1N2bbC10cLt02tVmPixIl44403lM/OnDmDTZs2ldjm6ii6z+/fvx+TJk2Ch4dHlfOvovwsXr7FRUZGlvpaeFEuLi4YMmSIUeVUp9MhLy+vRHqlxVGVa1fh9y4uLtixYwc2bNiAr7/+ulrr++OPP7Bnzx5MnDgRI0aMQHZ2dpn5UJYBAwbg1q1bsLe3h0qlwiOPPAKtVousrCzltdWqXmemTJmCw4cP4/Tp0wCAmJgYpbJWVj4WMhgMmDJlSqUGfiotbzw9PZGQkACg4EeO1NRU5dowefJkxMfHY/v27QCA3NxchIeHIzs7u8K4iIhqEutNrDeZqt5UnXvw4ssUvdYCBU9BF+7TQEE+9erVCwMGDMDDDz+s3PO5u7ujf//+ePnll5UHET7++GMcPHiwwrpLRaZNm4bk5GQ0adIES5YsMdpXi/4tfj9cXkxF3en9yd2Qx9U9rio6P5U2XbQe8d5776Ft27YYMWJEpeIkIqoxUkmXLl2SkJAQASBt27aVrVu3lpjHYDDIyy+/LOPGjZOIiAgZNGiQ/P777yJSMLhMmzZtxNraWrZt2yZff/21tG3bVqytrWXTpk1y5swZCQoKEjMzM2VAlc8++0yaNGkiXbp0kR07dsi0adPkySeflPDwcFmwYIEyiF5Ru3btkqFDh8pTTz0lS5YskUWLFkleXp589NFH4u7uLk2bNpV9+/bJZ599Jm3bthV7e3tlPZcuXZLg4GBZvHixjBw5UtasWVNiEJh7771XkpOTlenBgwfLr7/+Wmqeffnll9K2bVuxsbFR8uv69esyZswYWbhwobIthQO5GAwG2bBhg7Ru3Vp69eolc+bMkbS0NDl79qz4+/tL9+7dZc2aNbJx40Zxc3OTd999V0QKBhF0dHSUwYMHy4ULF2TGjBkCQLp37y4xMTHllktF5VBWfhaXm5sry5Ytk6lTp8qcOXNkxIgREhcXJyJilPfPPfdcqXmFCgaMWbVqlTRr1kwmTZokS5YskeHDhyvbUFG+Fs2P6OhoWbNmjZiZmUmHDh3k3LlzZeZ7YRm2b99eOnXqJCNHjlQGCizqvffeE2tra2VwofIULavff/+9SsfMoUOHlHw8ePCgiIicO3dOgoKCpG3btjJixAj5+OOPy0zr/vvvl5CQEImMjJRp06bJn3/+WSK+iIgIUalU8vPPP5e7HbNmzVLy9NNPP1X2G5VKJStXrpTz589LUFCQqNVqmTNnjtExU5k8LUtZ25CQkCCtWrUSPz8/pfx69Oghbdq0kblz58pHH30kTk5O8vTTT4tIwUCtGo1GunfvLocOHZIdO3aIRqMRX19f+fLLL0VE5MSJEzJ8+HCJjIyUgQMHyuHDh0VEJDY2Vvr16ycAZNy4cZKUlCShoaECQEaOHFligJjK5mmhis4xJ06ckObNm0u/fv3k3//+tyxcuFB8fHzkxIkTIiIycOBAcXZ2llGjRsm1a9ckMzNTZs6cKV5eXtKvXz9ZtmyZ5OXllVtGleHj4yP333+/LFq0SGbOnCnh4eFGA42WlX9RUVHSt29fASATJkyoVH4WL9/iOnfuLHZ2dhXGnJycLCNGjJBhw4bJiy++KOPHjy81jvHjx8vly5dFpOrXrsLvbW1tZcuWLSJSMDCUq6urvPHGGyXOPy+88IIy/csvvyj7YsuWLeXbb7+VnJwcCQ4OFgDKPzc3tyoPNNS3b19lkFoRkblz58oHH3ygTFflOvP7779LXl6erFy5Ujw9PeWxxx6T2bNnS0ZGRpn5WFR6err4+PhIu3btyo256D46e/ZsZZCot99+W9q1ayfLly+XnTt3io+Pj7Rp00Z++OEHERE5ePCgtGjRQoKCgiQsLEz++ecfSUlJUfarwYMHS0pKSqlpcqBNIqoJrDcVYL2p7utN1bkHL3ov8t5774mIKPfSISEhsmHDBpk/f74AkPDwcBEpGCTd1dXV6P4kMjJSRArut0JDQ8XHx0cGDRokL730khJDeXWXivTr109GjRolTz/9tMyYMUO+++47MRgMJcowKytL7r//fnF3d5dx48ZJVlZWuTEVqs79yd2Wx9U5rt58803RaDRKfeT48ePi7u4ubm5ucvjwYaN748Jje/z48eLv7y8zZsyQyMhICQkJKXVQ2kIcaJOIaotKhI9MkempVCqcPHkSvXr1KvX71atX48svv8SXX35Zp3FV1u7du+Hg4IChQ4eaOpQ7NnXqVDz33HNwcXExdSh3jbsxT319fbF69WqjgStNJT8/HyEhIZV6sqehmTBhAiwsLLBx40ZoNBrodDr06tULY8aMQUREhKnDqzadTocZM2bgnXfeMXUoRgr357feesukcRAREZWlonpTbTtz5gyGDx+O/fv3o2vXrgAK3hicNm0aUlNTTRJTTakv9yd3cx4DVb/fio6Ohp+fH6KiokrtFpOIqLqqNdAmUU3r2LEjtmzZgrfeegtdu3bFjBkzjL4XkTvuy7u2nD59Gl9//TVef/11U4dyx95++220adOmzhtv//vf/2Lbtm3lzjNgwAA89dRTdRRRzTFVnlZHfHw8Zs2aVe48Pj4+2LRpU705JvPy8rBo0SKT9JFfF44ePYpXX31V6bvRzs5O6Ue+oh/h7r///hKDqtUHGRkZCA8Przex6fV65dwSExODhx9+2MQRERERla2ielNt+/bbb2FjY6N09wIAjo6O6NSpU7XWd+bMGTzzzDPlzlMX9zT16f7kbs3jQlLJLoIOHjyI48ePIzc3Fx07dix1LCUiojvBJ8Wp3jty5AgWLVqEqKgoTJ8+HWvXrq3xwT3uxK+//ooOHToYjSzfUP3444+1Oip7Y3Q35mlkZCT+9a9/oWXLlli0aBEmTpxosliys7Nx8eJFdOzY0WQx1KZDhw7h5ZdfRocOHWBnZ4f09HQ89NBDSr+VDVFSUhLS0tIqNdAaERER1S9paWmYM2cOUlJS0KpVKwAFY3hERkbC3d3dxNFVX326P7lb8xgoeMN6yZIlyMrKwrRp0/DCCy+YOiQiasTYKE5EREREREREREREjYba1AEQEREREREREREREdWVBtcoHhwcDJVKVWGfWLUpMTERixYtgqurKxYtWlTl76vjwIED8Pf3h0qlUj778MMP0bRpU0RHR5e5XEREBAIDA2skhtpY351avnw5NBoNevfubepQKrRmzRo4OjrWeayV2U9qWlZWFoYPH17hsXrfffchPDwcOp0OISEhdXZsx8TEoH///lCpVNi9e3eNrbem8vrzzz9H+/btoVKpcPXq1ZoJrgyvvPIKvLy8kJGRUavp1LaGcG2oLf/88w/Cw8OhUqmUf4X7dWZmJry9vbFx48Y6i4eIiOqHhnBtZL2p7rDeVDHWm0pivel/WG+qOaw3UX1RrUbxoieeogN75OTk4KmnnoK9vT3c3d2xYcOGGgu00Pvvv48uXbpUamCG2jJ27FiEhITg3XffRc+ePav8fXWEhIRg8+bNRp85OjqiVatWsLe3L3O55s2bo02bNjUSQ22s706tXbsW06ZNM+n+UFkrVqzA1KlT6zzWyuwnNc3GxgYffvghOnfuXO72+vv7w8fHB/b29jhw4ECdHdve3t74+OOP4eLiUqPp1VReP/roo9i/fz8A1Hp+ODs7o3Xr1g2+T/yGcG2oDfn5+Rg6dChWrFiBffv24fvvvzfar83MzBAQEAAPD486iYeIiIyx3sR6U33BelPFWG8qifWm/2G9qeaw3kT1hXl1Fnr00Udx+vRp+Pn5Yfv27XjiiScwaNAgWFlZYefOnWjevDnatm2L0aNH13S8AAA7O7taWW9lXLt2DZ999hnatm0LW1vbKn9fnEqlwsmTJ9GrV68K5y2+3Y888gh++OEHZfqtt97C6tWrjX5trelf3eryV7zSlLaNdXnTcqcqs0/UtOL7SV2qqGzef/99o+m6PLZVKlWNl0dN5nVd7ddjx45t0IM2FlWfrw215dSpU0hKSoKzszNCQ0MBGJ9nrKyscPLkyUqtq1evXujVqxdWr15dG6FWWXR0NPz8/BAVFQVfX19Th0NEVC2sN7HeZCqsN1Ud602lY72pAOtNNYP1pprHelP1VatRHAAsLS3x2GOPITU1FZMnT8a5c+fQrFkzAICPjw/c3NyUebOzs6FWq2FpaXnnEZtY4U1FWQdvRd8TEVGBxnRtqM10eb0hIqrfWG9ivYmI6E40pmtDbabL6w0Vd0d9iqtUKrzxxhuwsLDAhAkTjF47UKsLVr1gwQLY2Nhg3759yM3Nxbx582BlZaX0X7R161bY2Nhg3LhxWL16NQIDA+Hn54fvvvsOGzZswIMPPgh3d3d8/vnnRmlfvXoV06dPR6dOnfD4448b/QJ+6tQpTJgwAYsXL8bgwYPx1VdfAQAGDRoElUqFJUuWYPr06XBxcUFcXFyJ7friiy8watQoLF++HCNHjsTx48cBALt27cLy5csBAKGhoXj22WeNlivtexHBmjVrEBERgbCwMAwePBhZWVm4cuWK8uvUs88+i9DQUMTFxSE+Ph4TJkzAkiVL0KNHD7z66qul5v2vv/6KLl26KH1n7dq1C9u2bUNSUhJCQ0OxbNky7Nu3Dx4eHvDz81OWu379OiZPnozFixdj5MiRyvpzc3Mxc+ZMLF68GKNHj8bDDz9cIs3S1vfSSy8hIiICU6dORZs2bUrNT71ej5UrV2LmzJmIjIxEWFgYrl27BgB47bXXYGtriyeffBJLly5Fhw4d0LJlS5w/f77EekrbxqJeeuklPPjgg2jevDk+++yzCre5qHPnzimvtp44cQJPPPEEmjRpghUrVuDHH3/E4MGD4ebmhrlz5yrLlFVWMTExaNeuHVQqlfJEUNeuXUukuX37dlhZWaFXr15ITEwEALzxxhuYMWMGFi5ciOHDhyMmJqbS6zt9+jQmTZqERYsWoU+fPli7dm2J/QQArK2tMWHCBMyePRvt27eHq6srdDodRAQvvPAC5s6di/DwcIwZMwa3b982SuOnn36Cp6cnHBwccOTIEQDA3r178eSTTwIAvv/+ewQEBKBfv37Izc0FAKSnp2PWrFlo3bo1AgMDlX1k6dKlsLa2xsSJE0tsS6GyjuXirl69iuHDh2PhwoUIDg7GF198AQDIyMjA7NmzsWDBAsyfPx9TpkxBampqmemVdez/+uuv8PX1hUqlwv79+9GtWzeEhIQYLVtaXp84cQJPPfUU5s+fj4ceegjvvvtuiTSjoqIwceJEREZGYtiwYZg2bZrR9z/++COGDBkCV1dXzJ49W/lcRLB582ZMmjQJS5cuRXBwMP766y/k5+cr/f5NmDABQMFNlJubG3Q6HTIzMzFixAh4eHhgzZo1aN26tdLn5oULF9ChQweoVCp88skn6Nu3L1xcXLB+/Xol3YsXL2LQoEFYuHAhXFxc0KpVK4SGhiI9Pd0o7tWrV8PMzAwLFy7EzJkz0bp1a9x3332Ij48H0LiuDUBBf5EzZszAzJkzMWHCBGzatKnccgQK+lp0cXFBr1698K9//Qtdu3aFu7u7sn+vX78emzZtUs6J27ZtK5HuhAkToFarjfoMPHnyJIYMGYIlS5Zg2LBhiIuLw4QJE/DHH3/g/fffR2hoKE6cOFFiXaWdS6Ojo3Hvvfca9Ut45MgRuLq6Yty4cQCA48ePK8sNGjQI586dQ3Z2NgYMGACVSoXXX38dwcHB8PDwQHBwMAwGA06dOoU5c+YAAObMmYPQ0FDk5ORU6pgiIqqPWG9ivYn1JtabWG+CMg/rTf/DepMx1ptYb6pTcgfGjx8vIiKfffaZqFQqefnll0VEZNeuXXLy5EllPg8PD9m1a5cy/fDDD8uqVauU6dGjR0v79u0lISFBRESeeOIJ8fb2losXL4qIyMyZM6V79+7K/D179pRx48aJiIjBYJCwsDDp0KGD5OXlyfXr18XX11cyMjJEROSjjz4SFxcXyc/PF4PBIK6urjJjxgyJi4uTli1bSkxMjNE2nT9/XmxtbSU6OlpERK5duya2trZy6tQpERE5efKklJdtxb8/deqUAJB//vlHRETatm0r27dvV74HYJRXM2bMkG7duinLmpubS3p6eqnr/uuvvwSAREVFKfnu4+NjFM/27duVzwwGg9x///3Ktty+fVvUarWcO3dOduzYIfPnzxcREb1eLyNHjix1+4qu7++//5b77rtP+W7OnDkSGxtbYpnIyEjp27evMr1x40YJDAwUvV4vIiKhoaHSrl07SUhIEIPBIH379pUnn3yy1PRL28ZVq1ZJ8+bNlf1l6tSp8vDDD1e4zcX997//FQBy9OhRERF57733BIBs27ZNRER++uknASCXL18WkfLL6vfffxcAcuDAATly5Ig8+OCDSqw9e/YUEZF33nlHWbeIyLFjx6R///7KdEREhIwYMaLc9RX10EMPKdv1yy+/yNq1a0Wk5H4ybdo0ERGJj48XrVYr7777roiIbNmyRWbMmKGsb9iwYbJgwYIS6Rw6dEisrKxEp9Mp82k0GsnKylLyPzs7W0QKjtXevXtLamqq5ObmSrt27WT58uXKukJDQ5XzSOH8heeG8o7lonJyciQgIEA++ugjERGZN2+edOrUSUREQkJCZOrUqcq8c+fOlQEDBijTPj4+yrmpomP/+PHjAkBOnTol27Ztk+Dg4BJ5Uzyv3d3dJS0tTUREPvjgA3nnnXdKLBMWFiZHjhwREZG4uDiZPXu2iIhERUUJANm8ebOIiHz//fcCQC5duiQiItu2bZP27dtLTk6OiIh8+OGH4u7uruS1i4uL7Ny5U0REDh8+LCqVSvbs2aPMe/jwYRER+c9//mN0XimcLjwO9u7dKxYWFkr5PvDAA/LMM88oMbRq1arENhUKCgoqUf4rVqxQvm9M14axY8dKRESEiBSUBwBJSUkptxxFRBYvXizu7u5G57ei21zaObHofl1YDoX5+ueff4pWq1XyNDAwUImr6PFXXHnn0ri4ODE3N5ePP/5YmX/y5MkiIvLbb79Jhw4dlON206ZN0rlzZxERyc7OFgCyaNEiycvLk6tXr4q5ubl8/vnnIvK/Y6DweBKp3DFFRFQfsd5UEutNrDeJsN7EelNBXrPexHpTIdabWG+qS9XuPqWoRx99FE8//TQWL16MRx55pMT35ubGyZiZmRlNW1paonPnzsprhF26dEFGRgZatWqlTH/yySdGyxT+6q5SqRAZGYmOHTvip59+wjfffIPMzEwsXboUQMEvnv7+/khOToaLiwtsbGzwwAMPwMPDA3///XeJWLdt24YHHngAPj4+AAoGSAkKClI+r6pOnTrh5MmTCAgIQEJCAlQqFa5fv17m/IsXL0ZmZiaAgl+X8vLykJycXGo/WVZWVhWmX3Sen3/+GT///DN2796NvXv3AgCCgoJw7do12NnZ4e2330bLli0RGhpa5pMWRddnbW2N8+fPY9myZZgyZQrWrFlT4nUUEcGWLVuwdetW5bPg4GDMnz8f3333HXr27AkrKyt06dJFKf+uXbvi66+/rnDbimrVqpWyvwQFBSm/1pW3zffee6/ROgpfRRo4cCCAgv0OAPr162c0HRcXB39//3LLqjAfHnjgAfj6+mLQoEFGaR0/fhwJCQlYuHCh8tnWrVuRmJiIefPmAYCyvwCocH1AQb9gc+fOxfLly9G7d29lHy6+n7z44osAgLlz56Jr164YM2aMkr6bm5uSvsFgUJ5aKKpfv36wsLDAZ599hkcffRTNmjWDWq3Gxx9/jCeeeAIODg5Gafbo0QNarRYA0LlzZ6Nfksvbh3fv3l3usVzo6NGjiIqKQv/+/QEU7F9t2rRBUlISDhw4gC+//FKZNzg4GD169MDVq1eV/ClU0bFftAweeOABTJ8+vUTMxbfHzs4OEydOxMKFCzFkyBCkpaWVWMbOzg4rVqyAwWDAE088gVWrVhl9X7g/BgUFASjY/wICArB582aMGjVK2W8HDRqE0aNH49ChQxg/fjyGDBmC48ePY8qUKfj0008xfvx47N+/H2FhYfj222/x/PPPlxpz4XTRdPV6PRITE+Hj44MLFy5g8uTJAArOw+Wdz6ysrEqUf2xsrPJ9Y7k23Lx5E3v27MGnn36qxL1kyRJotdoKy9HKygotW7Ys9fxWWUXLeOvWrejQoYOSp+Hh4fD29q5wHRWdSwcOHIg333wT/fv3x9mzZ5Wn5rZv347MzEzMnz8fAHDr1i1YW1sbxdW/f3+YmZnB29sb7u7uRvtIcZU5poiI6jPWm8rGehPrTaw3sd7EehPrTaw3sd5Ul2qkURwAnnvuOXzxxRcICwszelWlOgovaEWnDQZDmfMXHmxxcXGIjo6Gk5MTXnnllWqlffnyZTRt2tToMzc3t3J3tvJYWFggISEBkydPRpcuXWBtbV3uKL8ajQavvfYa0tPT0a5dOwA1N4py4eswK1asUA7sQiKCixcvYtmyZZg/fz6WLVtW4jW74ry8vLBnzx4sWbIEzz//PIKDg7F7926j0ZgTExORkZFhlKeF/SaWlacqleqOtrno8uVtc2XWU9p04b5Y3bKKiorCunXrkJ2djXnz5in5FR0djR49elR73925cydmzZqFPn36wN/fH3v27IGzs3OJ+RwcHHD8+HF8/PHHuHDhgvJ5dHQ0xo0bh8WLF5ebjrW1Nfr374+jR48iMzMTYWFhyMrKwoEDB2BpaYm+ffuWuWxVyrayx/Lly5eh1WqVfOzWrRu6deuGH3/8EQDK3PeK39zV9LEPAAcPHsScOXMQFBSE++67DwcOHICTk5PRPC+88ALmzJmDUaNGoUmTJnjjjTfwxBNPlFhX4f5XmH/F4zU3N0eTJk2UeIcNG4ZRo0YhNTUVlpaWGDlyJPr06YNbt25BpVJVuj+64umOGDEC3333HaZOnYqff/4ZQ4YMqXR+1MSxXXy6IVwbrly5AhFRjkcPDw+sW7eu1PUWL8fi7jQPL1++bHReKHxVtCIVnUunTp2KoUOHIikpCR988IFy/YiOjkZAQECl872i7avMMUVEVN+x3lQ61ptYbyqO9SbWm4pivanyGuq1gfUm1pvq2h31KZ6Tk6P838LCAnv37kV0dDSee+4540TUd5RMhZKSkgAALVu2hKenJ6Kjo41+BUlPTy/3BFBU8+bNlX7KCiUmJqJly5bViu3NN9/E9OnT8eKLL2LmzJnQaDQl5im6Iw8ZMgRRUVH497//Xe5FsizlHRSenp4ACvqBKzp/Wloa/vjjDzzzzDNISEjAjh07sHbtWqV/prJcuXIFgwYNwqVLl/Dll1/i9OnT2L17t9E8Tk5OsLKyMsrTwv9XN0+rcmIrb5vvVHXLys/PD4cPH0ZcXBxWrFhhFGvROAEgJSWl0uvV6XQ4duwYYmNj0a1bN6N+/IrKyMjArFmzsHLlSvj7++PSpUtITU2tUvpDhw7FsWPH8OOPP6Jbt24ICwvDsWPH8Mknn6Bnz56Vjrk8lT2WPTw8kJKSUqIfv+bNmwNAqfteixYtSqRX08d+RkYGHB0d8fXXX+Off/6Bm5ub0n9aUQkJCdizZw8SEhIwfvx4TJo0qVLrLx5vfn4+kpOTlXgfffRRqNVqREZGYuDAgejRowdcXV3x9NNPo1u3btXaJgDYvHkzYmJisGTJEhgMBmzfvr3a62os1wYPDw8ABefMitZbvBxrmoeHR6lxFCrr/FrRubRv375o1qwZtmzZAnNzc+WpBk9PT1y4cMFovVU5rxWNqbLHFBFRfcR6U8VYb2K9qTjWmyqH9abysd5UsfpybWC9ifWmulbtIys/Px+nTp1SDh6g4FWsTZs2leho39PTEwkJCQAKbggTEhKQn5+vfC8iJXaoiqaLDgKwb98+PP744wgMDMTYsWMBQLnBFBEsWrQIN2/eLDOtoubNm4dff/1V2fnj4+Pxww8/YObMmUZxlLWO4t+fOXMGbm5ucHFxQUZGBhISEoxerbK0tFQGlyicv3379gCAS5cuAYAyf/F1F/9rZWWFmzdvIiMjwyiewu+DgoLQrl07PPfcc8qN+fbt2/Hjjz9i48aN+P7772FpaYmxY8finnvuKXVk3qLr+/rrr5VfsXr06IFBgwaVeF3RysoKc+fOxd69e5XlDhw4gK5duyqvzlSm/Iuur7xtLL58edtc2raVlnZZ01Upq+Kxuri4YMeOHdiwYYPyyuOUKVPwww8/4OOPPwZQcAKMiIgod31FjR07FtnZ2XB3d0dERIRSFsWXXbVqFbRaLRYsWAAAeOutt3D79m1MmTIFhw8fxunTpwEUDHyzcuXKUtMaMGAAbt26BXt7e6hUKjzyyCPQarXIysoyerWrorIt/n3R6YqO5aKxNGnSBGvWrFHmW7ZsGTQaDUaOHIk9e/Yo8x44cACjRo1SfrEtmt6dHvvF50lKSsLMmTNhMBjQokULTJs2rdTXeadNm4bk5GQ0adIES5YsKbPciqexcOFCvP/++8p+fejQITRr1kx5AsHKygr9+/fH8ePH0atXL6hUKoSGhuLAgQPKq62lpVNRuuvWrUNAQAAGDx6MPn36VHijUF75N5Zrg4eHBx555BG89NJLyMrKAlDwy/3nn39eYTlW9Rgq7bOi0+PGjcO5c+eUAZ90Oh2efvppAAX7TNHrUVEVnUvVajUmT56MdevWGQ2mNHnyZMTHxyuVgNzcXISHhyM7O7vCfa3wNcHCmMo7pjZu3IhHHnmk1FeXiYhMjfUm1ptYb2K9ifUmY6w3lcwP1ptYb2K9yQSkGs6cOSP33XefABA/Pz956623jL4fMWKE0SAoJ06ckNatW8uiRYtky5YtEhQUJO7u7nL8+HH56KOPxN3dXZo0aSJ79+6V77//Xtq2bSt2dnayc+dOOX/+vAQFBYlarVYGGhg6dKiEh4dLRESETJ8+XUaPHi3JyclKel9++aW0b99eOnXqJCNHjlQ6uH/hhRfEzMxMAgMD5f333y9z+06cOCHDhw+XyMhIGThwoDKwQmxsrPTr108AyJNPPqkMAlOotO/Pnj0r/v7+0r17d1mzZo1s3LhR3NzclEE6ZsyYIY6OjjJ48GD5/fff5YUXXhAXFxcJDQ2VY8eOycMPPyxdu3aVr776Sln3uHHj5NatWxIaGioAZPDgwZKWliYJCQnSqlUr8fPzkzlz5siZM2ckKChIVCqVrFy5UkREYmJipG/fvhIQECBDhw6V3bt3i0jBICJPPvmkhIeHy4IFC5SBJoqXe9H17dq1S4YOHSpPPfWULFmyROn0v7jc3FxZtmyZTJ06VebMmSMjRoyQuLg4ERGl/Js2bSr79u2TL774Qtq2bSv29vby5ptvllhX8W38+uuvpW3btmJtbS2bNm2SX3/9VYKCgsTMzEwZMKWsbS6v7NLS0mT06NECQIKDgyUtLU1mzZolAKR3794SFRVVZlmdO3dOWXbIkCFy+vRpERElVltbW9myZYuIFAwW4urqKm+88YaIFAza4uPjIz179pRJkybJjRs3jGIpur7i7r//fgkJCZHIyEiZNm2a/PnnnyX2k3Pnzom5ubn07t1bZs2apex/UVFRkpeXJytXrhRPT0957LHHZPbs2crgGqXp27ev0cA7c+fOlQ8++ECZfvPNN0Wj0YiPj4+cOHFCDh48KO7u7uLm5iaHDx+WDz74QJo3by5NmzaVDz74QF5//XXRaDTi6+srX3zxhYiUfSwX9/PPP0tQUJAEBgbKqFGj5IcffhARkbS0NJk+fbqEh4fLtGnTZNy4cZKSkiIiIuvWrRMzMzPp0KGDnD17VkQqd+yPHz9eGTSoqNLyumfPnhIWFiZLliyR6dOnK4N0FNWvXz8ZNWqUPP300zJjxgz57rvvJC0tTVnXoEGDJDExUWbMmCEA5LHHHpPY2FgxGAzy8ssvy7hx4yQiIkIGDRokv//+u9G69+3bpwwEJSJy+vRpGTRokDIdFRUlffv2FQAyYcIEo+0cN26cJCUlKXGMHDlSdDqd/Prrr+Lr6ysAlH8hISEltqt4+X/wwQdK+RcOkNNYrg0iBQMgjRgxQlq3bi1Dhw5Vzm/llWPx81vhOdjMzEzWrVtnlAezZ8+WpKSkEvv1jh07lOPqyy+/FBGRt99+W+655x7p1q2bTJ48Wdkv3377bdFoNNK9e3c5dOhQiW2o6FwaGxsrQUFBJZY7ePCgtGjRQoKCgiQsLEzJn8Jzavfu3eXSpUuydu1aMTMzky5duih5MHDgQHF2dpZRo0bJ999/X+YxtWDBAvHx8Sn3nEVEZAqsN7HexHoT602sNxljvckY603GWG9ivakuqUTK+YmnntLpdKX+ckhERLUnNjYWPXr0wNatW9G/f3+oVCr8+OOPePDBB3Hr1i2T91HGawMREZExXhuJiOoe601EDUPtdkxUS3jwEhHVvbNnzyIlJQWPPvqoMniLo6MjfH194ejoaNrgwGsDERFRcbw2EhHVPdabiBqGBvmkOBER1T29Xo+FCxfir7/+Qrt27WBmZgadTofw8HC0bt3a1OERERERERGZHOtNRA0DG8WJiIiIiIiIiIiIqNFokN2nEBERERERERERERFVBxvFiYiIiIiIiIiIiKjRYKN4HXn55ZeVQRZcXFzg5+enfPfKK6/Ay8sLGRkZNZbevn370L59e6hUKnz11Vc1tt6y6PV6rFmzBl26dMGDDz5Y6+k1dllZWRg+fDhUKhWeeeaZOk+/eHlHREQgMDAQALBixQpotVr07t27RtP8559/EB4eDo1Ggy1bttToumtTbGwshgwZArVajYkTJ5o6nBrDY56IiIhqA+tNVJNYb2K9ydR4zBPVX9VuFBcRrFu3DuPGjcO4ceMQFhaGvn374sKFCzUZX52IiorC+PHjMWbMGISHh2Pw4MGYOXMmXnnllRpZ/549e3DlyhXs27cP69atw+rVq1G0K3dnZ2e0bt0aFhYWNZIeAIwePVq5qauLbuPXr18PW1tb7Nu3D2PGjKn19CrSt29fnD17ttTvkpKSMHv2bIwaNQpz587FkCFDsGjRIsybNw83b95Ubprc3NzwwgsvlFh+9erVaNq0Kezs7PD000/j6aefxlNPPQUrKyvMmzcPALB//374+vpCpVJhzpw5mDlzJvr06YPZs2cjLi6u0tuRkpKCadOm4amnnkJoaCjmzJmDLl26wMbGBh9++CE6d+5cJ+VbXPHybt68Odq0aQMAWLNmDaZNm1ajceXn52Po0KFYsWIFdu7cic6dO9fYuivrnXfegZeXF1QqFYYNG4a///4bAPD6668rnw8fPhxXrlwxWs7LywsfffQRBgwYoOTJ2rVr4ebmBpVKhZ49e+Ljjz9Geno6wsPDoVKp0Lt3b3zzzTflxvPtt9+iV69eSjwTJ05Ehw4dMH36dOh0ugq359ixY+jatStUKhU6duyIt956q0r5UV+O+QsXLiAsLAxPPvkkJk6ciIEDB+LDDz80micnJwdPP/00Jk+ejDFjxmDixIm4//77odPpcODAAbRo0QIqlQoBAQEl1p+cnAwzMzOo1WpMmDABiYmJdbVpRER0l2C9qfJYb6p7rDfVLtabWG+qL8c8601EpZBq2rZtm4wYMUKZ/uGHH8TMzEzOnz9f3VWaxIULF6Rp06bywQcfKJ/FxsaKu7u7vPzyyzWSxuOPPy5bt25Vpnft2iU+Pj5VXs/JkyelqkUGQE6ePFkr6y6qZcuWcvz48WovX5NiY2NFrVZLeHh4ie8SEhLEx8dHNm7cqHyWkpIiHTp0MJrf3d1dnn766TLTWLZsmbi5uRl9tmXLFqN17Ny5UwBIVlaWiIgYDAZ55plnxN7eXr755ptKbUtISIhs3rxZmd6wYYM0bdpUme7Zs6esWrWqUuuqSRWV96pVq6Rnz541lt53330nLi4uNba+6tqxY4cAkIyMDKPPN2/eLAAkLy+vzGXHjx8v48ePV6bPnj0rFhYWMm3aNOWzkydPypAhQ8RgMFQqnkuXLgkA+eSTT0RE5MqVK2JhYSHTp0+v1PL//POPAKjWsVsfjvmTJ09KkyZN5IcfflA+S0xMlNatW8u6deuUzyIjI2XBggXK9MGDBwWApKeni4jIt99+K/7+/gJAvv32W6M0du7cKW3atBFPT89a3hoiIrpbsd5Ueaw31S3Wm2of602sN9WHY571JqLSVftJ8ePHj8PFxUWZDgoKQkhISKWXT09PN8kvtcVNnjwZDz30EIYPH6585unpiWXLltVYGtHR0bC1ta2x9dVH9Wkbd+/ejS5dumDPnj3Q6/VG382bNw8ODg6IiIhQPnNwcMDzzz9vNJ+FhQXMzMzKTMPc3LzEZ1OnTsUTTzxR5jwqlQorV65EUFAQxo4di9zc3Aq3pfhxFhERAW9v7wqXq211Xd71Zf8qfCpJrTY+dRaWdXn7THEdO3bEkiVL8MYbb+D8+fPIzc3Fhg0bsGvXLqhUqkqto3h6fn5+6NixI77++utKLV8Yd/HtqQxTl0lOTg7GjRuH4OBgBAUFKZ+7urpi3bp1WL58ufIEXvHjKDg4GA899JAy7eHhgYcffhje3t54++23jdI5ceIEBgwYUKWyJSIiKor1psoz9f1FXahP28h6U+1jvYn1JlOXCetNRGWrdqO4p6cn3nrrLbzxxhvKBXTDhg1Kn29JSUkYP348IiMjMXPmTCxcuBA5OTm4efMm+vXrB61Wi5iYGPz1118IDQ016sNt0KBBUKlUWLJkCaZPnw4XFxfExcUhPz8fy5cvx8SJEzFjxgwsXrxYieeNN97AjBkzsHDhQgwfPhwxMTEAgJ9++gmOjo746KOPSmzDn3/+iVOnTqFPnz4lvgsJCVEO/qioKISGhmLp0qWYNGkSXnzxRRgMBmRnZ2PAgAFQqVR4/fXXERwcDA8PDwQHB8NgMODKlSsIDQ1FfHw8tm3bhtDQUCQlJRml8+mnn6J169ZGJ/OsrCzMmDEDM2fOxIQJE7Bp0yYcO3YMzz77LAAgNDQUU6dOLbVcPvzwQ/Tp0weRkZF48sknjb5LS0vD1KlTsWTJEjz++ONYsWIFAJS57m+++QYTJ07EggUL0LVrV3z77bcl0jt16hRCQ0Oh1+vx7LPPIjQ0FJ988glcXV3h6+uL7du3o3379li0aBEA4OzZsxg5ciSWLVuGsLAw7Nq1CwAQFxeHhx56CCqVCh9++CGGDRsGFxcXTJo0CX/99RdGjhxplLfl+emnn7BhwwbcvHkTR48eVT5PT0/HBx98gMcff7zEMn369MHAgQPLXW95Zs2ahfj4+FL3peKmTJmCq1ev4osvvqhwXk9PTyxZsgQnT54EUHAxP3DggNE86enpmDVrFlq3bo3AwEDlNUMRwZo1axAREYGwsDAMHjwYWVlZAIDAwECoVCosX74cc+bMQWBgIIKDg3Hr1i1lvcePH8fkyZOxePFiDBo0COfOnSu1vPft2wcPDw+j/h6Lu379urKukSNH4tVXXwUA5ObmYubMmVi8eDFGjx6Nhx9+uMSy69evx6ZNm5CUlITQ0FBs27YNs2fPhkqlwvTp07F48WJotVr88ssvEBFs3rwZkyZNwtKlSxEcHIy//voLAHDw4EE0bdoUvXv3xr///W889NBDaNasGQ4fPoxdu3ahd+/ecHFxwZ49eyosl8qIiYnB0KFDMWvWLMyYMaPUG67ly5ejbdu2mDZtGp599llERkbCycnpjtLV6XTw8PAAUNB/3cqVKzFz5kxERkYiLCwM165dK3f5d999F7NmzVL2i+LHfX055j/99FPExsZi2LBhJb57/PHHYTAYlBs1T09PbNiwAYcOHVLW9c4778DGxkZZRqVSYfTo0XjvvfeQk5MDoOAG1tfXt9TKHBERUWWx3sR6E1B/7qGKYr2J9SbWm1hvYr2JGrXqPmIeFxcn9957rwAQNzc3WbZsmSQlJYlIwetODz74oNFrGIMHD5ZZs2aJyP9ePYmKihIRkby8PKPX1QwGg7i6usqMGTMkLi5OWrZsKTExMbJ8+XIZNmyYiBS8QgNAfvvtNzl27Jj0799fSSsiIkJ5RfH333+Xjh07lvoq3HvvvScA5KOPPipzOzMzM8XX11f27t0rIiJ6vV7uu+8+2bBhg4iIZGdnCwBZtGiR5OXlydWrV8Xc3Fw+//xzZR0+Pj6ya9cuZbr4a4D/+c9/jF7BGzt2rERERIiIyOHDhwWApKSkVPiq3smTJ8XOzk6uX78uIiLR0dFG+friiy+Kh4eHiBS8KgNA/vrrL2XZ4utu27atLFu2TFk2KCiozLRR7HXDrVu3iq2trVy5ckWWLl0qERERcv36dXFwcJDvv/9eRETS09PFw8NDDh48KCIiFy9eFADKa28//fSTAJClS5dKfn6+xMXFiYWFhVHeFvfNN9/IunXrxGAwiJ+fnwwcOFD5rnB9mzZtKnP5Qj4+PhIZGVnm96tWrRJbW1sJDw+XgQMHGu3PhXbt2mX0GmCh33//XQDIv/71rwrj+OKLL6Rp06YCQNq1ayfbt2+X3Nxc5fuePXtK7969JTU1VXJzc6Vdu3ayfPlyERE5deqUAJB//vlHRArKc/v27SJScMw5Ozsr5avX66VPnz4yePBgERH57bffpEOHDpKfny8iIps2bZLOnTsr6RYv7+3btxvt00VfAzQYDHL//ffLqVOnRETk9u3bolar5dy5c7Jjxw6ZP3++EsPIkSNLzYfSXp29//77ZcCAAZKZmSnt2rWTH3/8UbZt2ybt27eXnJwcERH58MMPxd3dXVJTU0VEZMmSJeLu7q7s9zNnzhRHR0flNbL169eLl5dXmeVRWKZjx45VXusbP368BAUFGR0/OTk50qpVK6NXOHv37m30GmChX3/9VczNzSUkJKTMdMsSFRVl9BrgO++8I5aWlvLll1+KSMHrb3379lXm37hxowQGBopery91eZ1OJ82aNVPm/9e//lXmK6umPubXr18vAMp89dzR0VGeeOIJERE5f/68eHt7CwDx9fWV9evXi06nM8rH8ePHy7lz5wSAvP/++yIismbNGjl//rxERkZW69VtIiIiEdabWG8yZup7qEKsN7HexHoT600irDdR41btJ8U9PDxw+vRp7N+/H/feey/WrVuHDh06ICYmBr/88gt++OEHhIWFKfMHBwdjx44d0Ov1JX49Kv56hUqlgo2NDR544AF4eHjg77//hqenJzZt2oQBAwYAAPz9/REZGQk/Pz9s3boViYmJmDdvHubNm4f4+HjlCYJ77rkHZ8+eRa9evUpsQ+EvX3l5eWVu57Fjx3Dt2jUEBwcDKHhtZujQodi6dSsAwMrKCgDQv39/mJmZwdvbG+7u7oiNja10XhauAwBu3ryJPXv2KNvZpUsXLFmyBFqttsL1PP/88+jXrx/c3NwAAD4+PkbfT5o0CUeOHAFQ8At00b+l2bNnD8LDw6HX63Hr1q1y5y3O1tZWGS3+ueeew8aNG/H222/DyclJGXHZ3t4effv2VfLS0tISAJQnD7p06QKg4NdLtVoNDw8PNG/evNwBV9566y2MGTMGKpUKY8eOxX/+8x8l7sqUd1VoNBq88sor+Oijj0rdv8oi///6a0VPbgBA7969cfnyZWzcuBEAMH36dDz22GPIz89X5unRowe0Wi0sLCzQuXNnJX86deqEkydPIiAgAAkJCVCpVEpemJmZwc7ODi1atABQsF/PmTMHR44cwY0bN7B9+3ZkZmZi/vz5mDdvHn755RdYW1uXGWfRfbi4n3/+GT///DN2796NefPmYfXq1QgKCsK1a9dgZ2eHt99+G9u3b4dOp1OehKgMW1tbZfCcCxcuoGvXrti8eTOCg4OVfWnQoEFITk7GoUOHABTsYy1btkTr1q0BFOxjDg4OymtkXbp0qdSAPjt37sRbb72l/Bs/frzR9x988AH+/vtvTJgwQfmsrNc3XV1d4eHhgaNHj+Ly5cuV3v6iNm/ejAkTJuDrr7/Gb7/9hp49e0JEsGXLFowePVqZLzg4GGfPnsV3331X6nrMzc2h0+kwffp0XLhwATNmzECnTp0qFYOpjvmyqNVq5TrQvn17/PXXX9i5cyeaNWuGRYsWoUuXLkhPTzda5t5778W9996rPCnx559/on379lVOm4iIqCjWm1hvKg/rTWVjvYn1pqJYb2K9iaimVfvdhl9++QVdunRBSEgIQkJCcPz4cQwcOBCvvfYa7r33XgBA06ZNlfnd3Nyg1+urPQJtUlIS0tPT4ezsDKDgwlo4wnV0dDR69OhR5VHPW7VqBQDKa0KluXz5MjQajdEI525uboiLi4OIlNqHlUqlqna/f1euXIGIKNvp4eGBdevWVWrZmJgY9OvXr8zv7e3tceLECezYsQOPPPIIgPJHWLexscHKlSvh7OyMvLy8O+7L8PLly0b7BFCQl4WvfxZXVt6WdVOk0+nw7bffKvmVmpoKg8GAd955BwsXLkSLFi2gVqvLLe/qUKvVGDt2rHKhqkjhjX+7du3Kne/GjRvIzs6Gt7c3IiIiMG/ePCxevBjr16/HF198UerrjEX3PQsLCyQkJGDy5Mno0qULrK2tyy1DLy8vAAWvvUZHRyMgIKDKx1RpoqOjAQArVqxAs2bNjL4TEVy8eBHLli3D/PnzsWzZsjvql7L4PmZubo4mTZqUWdkqvo/dybFbVExMDBwdHWFvb1/ufCKC8PBwfPbZZ+jfvz8mT56MkydPVrpvvEJz5swpcewnJiYiIyOjxHkYQJn5YWVlhSNHjiAiIgKvvfYaHn30Uezbtw92dnZViqdQbR7zhcdPXFxciRuwrKws3Lp1C+3atUNGRgZiYmLQtm1bTJkyBVOmTMGrr76KWbNmYf/+/XjqqaeMlh0zZgxWrFiB48ePKzelREREd4L1Jtabqor1pgKsN/0P602sNxXFehNRzaj2k+Ljxo0zOuAGDBiAdu3aIS8vD82bNwcAoxu5xMRE2Nrawt3dvVqDEzg7O8PKygpXrlwp8Z2npyfOnTtn9FlKSkqF6wwMDET79u2xY8eOEoN35OTkYM2aNWjevDlSUlKUvpIKt6VFixZVPgFXRmGfVqVtZ6GyLj7+/v64fft2mctNnToVx44dw6uvvopRo0aVu+5bt24hKCgInTp1wpo1a2rkV7/mzZuXuLlPTExEy5Yt73jdAHDgwAGsXLkS27dvx/bt27Fv3z48+uijSl9cTZs2Rb9+/bB//34kJyeXWL6wr8CyXLx4UfmltrjJkyfD3d0d7777Ls6fP1/ueo4ePYoWLVrgscceK3e+P/74A88995wyrVKpsHDhQgCVe2rjzTffxPTp0/Hiiy9i5syZ0Gg05c5fWDaenp7w9PTEhQsXjPa1yhxTpfH09AQAo2NURJCWloY//vgDzzzzDBISErBjxw6sXbv2jm6+i+9j+fn5SE5OrrF9rLL8/f2h0+kqLKf169dj0KBBaNGiBbZs2YKvvvoKr732Wo3E4OTkBCsrqxLnYQBl5kdiYiLuvfdenD17FmfOnEFaWhr+9a9/VTuG2jzmH3vsMXh7e+PDDz8s8d0HH3wAtVqNcePGISkpCfPmzTP6fsaMGbC3t1fKx2AwKE8RjR49Gnl5eZgxY4bRU3tERETVxXoT601VxXpTAdabWG8qxHpT9bHeRFS2ajeK//nnn1i+fLkynZ6ejps3byI0NBTdu3dHUFCQ0cALBw4cwOzZs6FWq+Hq6qr8Ggv87xfRoq82iYjRhUWtVmPMmDF49dVXlQvzd999h3feeQdTpkzBDz/8gI8//hhAwUWocJTsP//8E506dSr1F7bCgV5u3ryJkJAQZGRkKNsyd+5cDBs2DMHBwfD29lYG6cjLy8MHH3yAuXPnKnEW/Vs0/rK2pbTpwr8eHh545JFH8NJLLymDexw8eBCff/658qrV1atXSxYIgKeeegrHjh1TBv3Q6XRKzABw5swZ3HPPPVCr1bh06RIAKDe1xdcdFRWF1NRU5abu0qVLZY76XVoeFN/Gwvh0Op0ycIZOp8Px48erlJelTQMFJ+fXXnsNgwYNMvp80qRJ+PPPP5XXnjZv3gxra2sMHjxYGbwnNzcXixcvRs+ePZXl8vPzS4zAvnDhQuWz/Px8pXwK6fV6PPfcc8p+XFj5KTrft99+i6NHj+LAgQPKUzSjRo3C/PnzS2wTUDAQUuF+DRTcYPr5+aF79+5KXpSVP2fOnIGbmxtcXFyQkZGBhISEEmVYdPCQ/fv3Y9KkSfDw8MDkyZMRHx+P7du3K3kUHh6O7OzsSpV30emgoCC0a9cOzz33nFJJ2r59O3788Uds3LgR33//PSwtLTF27Fjcc889pY7MXdZ2Fv9s4cKFeP/995V0Dh06hGbNmmHIkCEV5ldFnwFlv0paWOaFf5944gm4ubkZnQOL3+x99913+O9//6u8Kti3b1889thjWLRokXJ8JiUl4YEHHsD+/ftLjaf4vlaUlZUV5s6di7179yrbc+DAAXTt2hUPPPBAqXH/+eefSiUnMDAQY8aMKfWpjfpwzFtaWmL37t14//33cerUKeXzGzdu4Nlnn8Xzzz+vPBVx4sQJo5vmuLg4WFlZKeeL2NhY5dzn7e2N7t2744EHHkCTJk0AFJR30esTERFRVbDexHpTafGXtY2F8bHexHoTwHoTwHpTWeupzDTAehNRuaSa2rVrJ3PnzpXBgwfLU089JWFhYUad+l+/fl3GjBkjCxculCeffFLCw8OVQRxERJ5//nnp3LmzPPvss7Jnzx4xMzOTBx54QC5evCgvvPCCmJmZSWBgoNJxv4hIWlqaTJ48WVq2bCkDBgyQDRs2iMFgEBGRLVu2iI+Pj/Ts2VMmTZokN27cEJGCQTMcHBzk0KFDZW7L+fPnZfDgweLh4SE9evSQ4OBg+fXXX5XvL126JMHBwbJ48WIZOXKkrFmzRkl31qxZAkC6d+8uly5dkrVr14qZmZl06dJFfv/9d2VbOnToIO+995789ttvEhQUJGq1WpYvXy5RUVHSt29fASATJkxQ8m7EiBHSunVrGTp0qLz55psiIpKVlSX333+/uLu7y7hx40oMRCIi8u9//1uCgoJkxYoV8sorr4harZYuXbrIN998I2+//bY4OzvLsGHD5N1335XRo0fLPffcI7/++muJdet0Ohk+fLj4+vrKtGnT5MSJE+Lm5iajRo0qkWbRPPj000/l/PnzyjbOmTNHkpOTlXl/+eUXGTZsmCxZskSGDBkiO3bsUMp29OjRAkAGDhwoN2/elPDwcAEgjz32mMTGxip52alTJzl9+rSyzn/++Ud69+4tACQ0NFR+++03ERE5ffq0DB8+XACIh4eH7Nu3T0RErl69KmPHjhUPDw/p1q2bDBo0SD777DMREbl586Y89dRTolKpxNnZWWbNmiXz589Xyujll1+WdevWiYeHh5LeqlWrZOnSpfLQQw8JADlz5ozs3btX2rdvLwDk0UcflTVr1sjq1atl0aJFcu3aNaP869KlizLAUVEnT56UYcOGyahRoyQkJERmzJgh48ePl8uXL4uIyJtvvikajUZ8fHzkxIkTcvDgQXF3dxc3Nzc5fPiwnD17Vvz9/aV79+6yZs0a2bhxo7i5ucm7774rIgWD4tx///2yaNEimTlzpoSHhxvtUwcPHpQWLVpIUFCQhIWFKQPPFC/vM2fOSFBQkKhUKlm5cqV8+eWX0rZtW7GxsZGtW7eKiEhMTIz07dtXAgICZOjQobJ7924REZk2bZpyfliwYIHs3LmzRD4U3Z9mz54tSUlJyrb7+/sr+5BIweA0L7/8sowbN04iIiJk0KBB8vvvv4uIyNdffy1t27YVa2treeWVV+TPP/+UoKAgMTMzk7Vr10psbKz069dPAMikSZOUY7zQ/v37lTLt16+fXLx4UUREdu/eLa1btxYAMmTIEKV8fvvtN+nWrZtMnz5d1q9fL926dROtVivr16+X8PBwsbW1lXbt2innpl27dkmHDh0EgHh5ecnmzZslJiZGnJ2dSx3k6Oeff1b2y6CgIGX/Lio3N1eWLVsmU6dOlTlz5siIESMkLi5OREQ+/vhjZfl27drJm2++KSdPnpR+/frJ+PHjZenSpTJ79myjgVUKmfqYL+rs2bMycuRIGTt2rEyYMEEGDBgghw8fVr6PioqSnj17ysSJE2XEiBEybdo0GTt2rLK+t956S/z8/ASADBs2TK5evSqvvfaaHD16VAwGgyxevFhcXV0FgIwfP77E8UtERFQR1ptYbypk6nso1ptYbyrEepMx1ptYb6LGSSVSAx1BEVGD4+vri9WrVxsNakJERERERET/w3oTEdHdqdrdpxBRwyYilRrJnYiIiIiIqLFivYmI6O7ERnGiRigyMhLx8fHYsGGDMqAOERERERER/Q/rTUREdy92n0JEREREREREREREjQafFCciIiIiIiIiIiKiRoON4kRERERERERERETUaLBRnIiIiIiIiIiIiIgaDTaKExEREREREREREVGjwUZxIiIiIiIiIiIiImo02ChORERERERERERERI0GG8WJiIiIiIiIiIiIqNFgozgRERERERERERERNRr/B5726jlojsKSAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.rcParams[\"font.family\"] = \"Georgia\"\n", - "\n", - "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", - "\n", - "df = acled[acled['event_date']>='2023-10-07'].sjoin(palestine_adm1).groupby(['latitude', 'longitude', 'ADM1_EN'])['fatalities'].agg(['sum', 'count']).reset_index()\n", - "df.rename(columns = {'sum':'fatalities', 'count':'nrEvents'}, inplace=True)\n", - "df = df[df['ADM1_EN']=='Gaza Strip']\n", - "df = convert_to_gdf(df)\n", - "\n", - "for id, ax in enumerate(axs):\n", - " palestine_adm1[palestine_adm1['ADM1_EN']=='Gaza Strip'].boundary.plot(ax=ax, linewidth = 0.8, color = 'lightgrey')\n", - " \n", - " essential_services_poi.plot(color='blue', ax=axs[0], alpha=0.3, legend = True)\n", - " refugee_locations_poi.plot(color='purple', ax=axs[1], alpha=0.3, legend = True)\n", - "\n", - " df.plot(column='nrEvents', cmap='Reds', ax=ax, markersize='fatalities')\n", - "\n", - " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", - " norm = plt.Normalize(vmin=df['nrEvents'].min(), vmax=df['nrEvents'].max())\n", - " cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='Reds'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " cbar.set_label('Number of events', rotation=0, labelpad=10)\n", - "\n", - " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", - " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", - " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", - " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", - "\n", - " ax.axis('off')\n", - "\n", - " axs[0].set_title(\"Number of conflict events and locations of essential services\")\n", - " axs[1].set_title(\"Number of conflict events with locations of refugee camps\")\n", - "\n", - " if id == 0:\n", - " subtitle_add_on = essential_services\n", - " else:\n", - " subtitle_add_on = refugee_locations\n", - "\n", - " subtitle = f'Points show locations of {subtitle_add_on} \\n Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM'\n", - "\n", - " ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", - " fontsize=10, color='black', weight='normal')\n", - " \n", - "plt.savefig('../../docs/images/conflict_on_poi4.png')\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.10.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} \ No newline at end of file + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import geopandas as gpd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import bokeh\n", + "from bokeh.layouts import column\n", + "from bokeh.models import Legend\n", + "\n", + "from bokeh.core.validation.warnings import EMPTY_LAYOUT, MISSING_RENDERERS\n", + "\n", + "bokeh.core.validation.silence(EMPTY_LAYOUT, True)\n", + "bokeh.core.validation.silence(MISSING_RENDERERS, True)\n", + "from bokeh.plotting import figure, show, output_notebook\n", + "from bokeh.models import Span" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "color_palette = [\n", + " \"#4E79A7\", # Blue\n", + " \"#F28E2B\", # Orange\n", + " \"#E15759\", # Red\n", + " \"#76B7B2\", # Teal\n", + " \"#59A14F\", # Green\n", + " \"#EDC948\", # Yellow\n", + " \"#B07AA1\", # Purple\n", + " \"#FF9DA7\", # Pink\n", + " \"#9C755F\", # Brown\n", + " \"#BAB0AC\", # Gray\n", + " \"#7C7C7C\", # Dark gray\n", + " \"#6B4C9A\", # Violet\n", + " \"#D55E00\", # Orange-red\n", + " \"#CC61B0\", # Magenta\n", + " \"#0072B2\", # Bright blue\n", + " \"#329262\", # Peacock green\n", + " \"#9E5B5A\", # Brick red\n", + " \"#636363\", # Medium gray\n", + " \"#CD9C00\", # Gold\n", + " \"#5D69B1\", # Medium blue\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "bokeh.core.validation.silence(EMPTY_LAYOUT, True)\n", + "\n", + "\n", + "def get_line_plot(\n", + " ooklaUsers,\n", + " title,\n", + " source,\n", + " earthquakes=True,\n", + " subtitle=None,\n", + " measure=\"conflictIndex\",\n", + " category=\"ADM4_EN\",\n", + "):\n", + " p2 = figure(\n", + " x_axis_type=\"datetime\", width=1000, height=400, toolbar_location=\"above\"\n", + " )\n", + " p2.add_layout(Legend(), \"right\")\n", + "\n", + " for id, adm2 in enumerate(ooklaUsers[category].unique()):\n", + " df = ooklaUsers[ooklaUsers[category] == adm2][\n", + " [\"event_date\", measure]\n", + " ].reset_index(drop=True)\n", + " p2.line(\n", + " df[\"event_date\"],\n", + " df[measure],\n", + " line_width=2,\n", + " line_color=color_palette[id],\n", + " legend_label=adm2,\n", + " )\n", + "\n", + " p2.legend.click_policy = \"hide\"\n", + " if subtitle is not None:\n", + " p2.title = subtitle\n", + "\n", + " title_fig = figure(\n", + " title=title,\n", + " toolbar_location=None,\n", + " width=800,\n", + " height=40,\n", + " )\n", + " title_fig.title.align = \"left\"\n", + " title_fig.title.text_font_size = \"20pt\"\n", + " title_fig.border_fill_alpha = 0\n", + " title_fig.outline_line_width = 0\n", + "\n", + " # with silence(MISSING_RENDERERS):\n", + " sub_title = figure(\n", + " title=source,\n", + " toolbar_location=None,\n", + " width=800,\n", + " height=40,\n", + " )\n", + " sub_title.title.align = \"left\"\n", + " sub_title.title.text_font_size = \"10pt\"\n", + " sub_title.title.text_font_style = \"normal\"\n", + " sub_title.border_fill_alpha = 0\n", + " sub_title.outline_line_width = 0\n", + "\n", + " layout = column(title_fig, p2, sub_title)\n", + "\n", + " if earthquakes:\n", + " p2.renderers.extend(\n", + " [\n", + " Span(\n", + " location=datetime(2023, 10, 7),\n", + " dimension=\"height\",\n", + " line_color=\"#7C7C7C\",\n", + " line_width=2,\n", + " line_dash=(4, 4),\n", + " ),\n", + " # Span(\n", + " # location=datetime(2021, 2, 15),\n", + " # dimension=\"height\",\n", + " # line_color='#7C7C7C',\n", + " # line_width=2,\n", + " # line_dash=(4,4)\n", + " # ),\n", + " ]\n", + " )\n", + "\n", + " return layout" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "from shapely.geometry import Point\n", + "\n", + "\n", + "def convert_to_gdf(df, X=None, Y=None):\n", + " if \"latitude\" in df.columns:\n", + " geometry = [Point(xy) for xy in zip(df.longitude, df.latitude)]\n", + " gdf = gpd.GeoDataFrame(df, crs=\"EPSG:4326\", geometry=geometry)\n", + " else:\n", + " geometry = [Point(xy) for xy in zip(df[Y], df[X])]\n", + " gdf = gpd.GeoDataFrame(df, crs=\"EPSG:4326\", geometry=geometry)\n", + "\n", + " return gdf" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Baseline Points of Interest and Conflict in the Gaza Strip\n", + "\n", + "## Assignment\n", + "The purpose of this notebook is to visualize the baseline data that informs damage assessment, and potential impact from the damages to Points of Interest and people. \n", + "\n", + "## Methodology\n", + "\n", + "The data (described in the previous section) was juxtaposed to identify areas in the Gaza Strip where events and fatalities were reported. The Points of Interest available from OpenStreetMaps is also visualized for visual exploration and verification. The Points of Interest visually observed here can be tracked for damages using the subsequent damage assessment. \n", + "\n", + "## Findings\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Findings" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "palestine_adm2 = gpd.read_file(\n", + " \"../../data/shapefiles/pse_adm_pamop_20231019_shp/pse_admbnda_adm2_pamop_20231019.shp\"\n", + ")\n", + "palestine_adm1 = gpd.read_file(\n", + " \"../../data/shapefiles/pse_adm_pamop_20231019_shp/pse_admbnda_adm1_pamop_20231019.shp\"\n", + ")\n", + "palestine_adm0 = gpd.read_file(\n", + " \"../../data/shapefiles/pse_adm_pamop_20231019_shp/pse_admbnda_adm0_pamop_20231019.shp\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "\n", + "acled = pd.read_csv(\"../../data/conflict/2004-01-01-2023-11-12-Palestine.csv\")\n", + "acled[\"event_date\"] = acled[\"event_date\"].apply(\n", + " lambda x: datetime.strptime(x, \"%d %B %Y\")\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "geometry = [Point(xy) for xy in zip(acled.longitude, acled.latitude)]\n", + "acled = gpd.GeoDataFrame(acled, crs=\"EPSG:4326\", geometry=geometry)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "def get_acled_by_admin(\n", + " adm, acled, columns=[\"ADM4_EN\", \"ADM3_EN\", \"ADM2_EN\", \"ADM1_EN\"], nearest=False\n", + "):\n", + " if nearest == True:\n", + " acled_adm2 = (\n", + " adm.sjoin_nearest(acled, max_distance=2000)[\n", + " [\"event_date\", \"fatalities\", \"event_type\"] + columns\n", + " ]\n", + " .groupby([pd.Grouper(key=\"event_date\", freq=\"M\", closed=\"left\")] + columns)[\n", + " \"fatalities\"\n", + " ]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + " )\n", + " else:\n", + " acled_adm2 = (\n", + " adm.sjoin(acled)[[\"event_date\", \"fatalities\", \"event_type\"] + columns]\n", + " .groupby([pd.Grouper(key=\"event_date\", freq=\"D\", closed=\"left\")] + columns)[\n", + " \"fatalities\"\n", + " ]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + " )\n", + " acled_adm2.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)\n", + " # acled_adm2['event_date_map'] = acled_adm2['event_date'].apply(lambda x: x.date().replace(day=1))\n", + "\n", + " return acled_adm2.reset_index()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "acled_adm0 = get_acled_by_admin(palestine_adm0, acled, columns=[\"ADM0_EN\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "post_attack = acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + "post_attack = (\n", + " post_attack.groupby(\n", + " [\n", + " pd.Grouper(key=\"event_date\", freq=\"D\", closed=\"left\"),\n", + " \"event_type\",\n", + " \"sub_event_type\",\n", + " ]\n", + " )[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "post_attack.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
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.sum([\"fatalities\", \"nrEvents\"])\n", + " .reset_index()\n", + ")\n", + "show(\n", + " get_line_plot(\n", + " df,\n", + " title=\"National Trends in Conflict Events\",\n", + " source=\"ACLED\",\n", + " category=\"ADM0_EN\",\n", + " measure=\"nrEvents\",\n", + " )\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
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\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
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  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
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\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
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.sum([\"fatalities\", \"nrEvents\"])\n", + " .reset_index()\n", + ")\n", + "show(\n", + " get_line_plot(\n", + " df,\n", + " title=\"National Trends in Fatalities from Conflict Events\",\n", + " source=\"ACLED\",\n", + " category=\"ADM0_EN\",\n", + " measure=\"fatalities\",\n", + " )\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "post_attack = acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + "post_attack = (\n", + " post_attack.groupby(\n", + " [\n", + " pd.Grouper(key=\"event_date\", freq=\"D\", closed=\"left\"),\n", + " \"event_type\",\n", + " \"sub_event_type\",\n", + " ]\n", + " )[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "post_attack.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "tags": [ + "hide-input" + ] + 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const render_items = [{\"docid\":\"b39ce204-ad35-484d-9d8b-86f0d0583206\",\"roots\":{\"p2330\":\"806723fa-3b05-4393-93f7-c7088e0cd41f\"},\"root_ids\":[\"p2330\"]}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", + "application/vnd.bokehjs_exec.v0+json": "" + }, + "metadata": { + "application/vnd.bokehjs_exec.v0+json": { + "id": "p2330" + } + }, + "output_type": "display_data" + } + ], + "source": [ + "df = post_attack.groupby([\"event_date\", \"event_type\"]).sum().reset_index()\n", + "show(\n", + " get_line_plot(\n", + " df,\n", + " title=\"National Trends in Fatalities from Conflict Events in October 2023\",\n", + " source=\"ACLED\",\n", + " category=\"event_type\",\n", + " measure=\"fatalities\",\n", + " )\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "population = pd.read_csv(\n", + " \"../../data/population/pse_pd_2020_1km_UNadj_ASCII_XYZ/pse_pd_2020_1km_UNadj_ASCII_XYZ.csv\"\n", + ")\n", + "population = convert_to_gdf(population, \"Y\", \"X\")\n", + "\n", + "population_gaza = population.sjoin(palestine_adm1)\n", + "population_gaza = population_gaza[population_gaza[\"ADM1_EN\"] == \"Gaza Strip\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "There are roughly 2.52 million people in the Gaza Strip\n" + ] + } + ], + "source": [ + "print(\n", + " f'There are roughly {round(population_gaza[\"Z\"].sum()/1000000,2)} million people in the Gaza Strip'\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rcParams[\"font.family\"] = \"Georgia\"\n", + "\n", + "fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n", + "df = (\n", + " acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + " .sjoin(palestine_adm1)\n", + " .groupby([\"latitude\", \"longitude\", \"ADM1_EN\"])[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "df.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)\n", + "df = df[df[\"ADM1_EN\"] == \"Gaza Strip\"]\n", + "df = convert_to_gdf(df)\n", + "\n", + "\n", + "palestine_adm1[palestine_adm1[\"ADM1_EN\"] == \"Gaza Strip\"].boundary.plot(\n", + " ax=ax, linewidth=0.8, color=\"lightgrey\"\n", + ")\n", + "df.plot(column=\"nrEvents\", cmap=\"Reds\", ax=ax, markersize=\"fatalities\")\n", + "population_gaza.plot(cmap=\"viridis\", ax=ax, alpha=0.3, legend=True)\n", + "\n", + "cax = fig.add_axes([0.6, 0.3, 0.15, 0.02])\n", + "norm = plt.Normalize(vmin=df[\"nrEvents\"].min(), vmax=df[\"nrEvents\"].max())\n", + "cbar = fig.colorbar(\n", + " plt.cm.ScalarMappable(norm=norm, cmap=\"Reds\"),\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.02,\n", + " aspect=200,\n", + " cax=cax,\n", + ")\n", + "cbar.set_label(\"Number of events\", rotation=0, labelpad=10)\n", + "\n", + "cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", + "norm = plt.Normalize(vmin=population_gaza[\"Z\"].min(), vmax=population_gaza[\"Z\"].max())\n", + "cbar = fig.colorbar(\n", + " plt.cm.ScalarMappable(norm=norm, cmap=\"viridis\"),\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.02,\n", + " aspect=200,\n", + " cax=cax,\n", + ")\n", + "cbar.set_label(\"Population Density\", rotation=0, labelpad=10)\n", + "\n", + "ax.axis(\"off\")\n", + "\n", + "ax.set_title(\n", + " \"Number of conflict events in the Gaza Strip after October 7th 2023 overlayed with population density\"\n", + ")\n", + "\n", + "subtitle = \"Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. Population from WorldPop Estimates\"\n", + "\n", + "ax.text(\n", + " 0,\n", + " 0,\n", + " subtitle,\n", + " ha=\"left\",\n", + " va=\"center\",\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " color=\"black\",\n", + " weight=\"normal\",\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "acled[\"event_type\"].unique()\n", + "\n", + "cmap_dict = {\n", + " \"Explosions/Remote violence\": \"red\",\n", + " \"Strategic developments\": \"purple\",\n", + " \"Violence against civilians\": \"yellow\",\n", + " \"Riots\": \"orange\",\n", + " \"Protests\": \"green\",\n", + " \"Battles\": \"black\",\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rcParams[\"font.family\"] = \"Georgia\"\n", + "\n", + "fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n", + "df = (\n", + " acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + " .sjoin(palestine_adm1)\n", + " .groupby([\"latitude\", \"longitude\", \"ADM1_EN\", \"event_type\"])[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "df.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)\n", + "df = df[df[\"ADM1_EN\"] == \"Gaza Strip\"]\n", + "df = convert_to_gdf(df)\n", + "\n", + "\n", + "palestine_adm1[palestine_adm1[\"ADM1_EN\"] == \"Gaza Strip\"].boundary.plot(\n", + " ax=ax, linewidth=0.8, color=\"lightgrey\"\n", + ")\n", + "\n", + "for event_type in df[\"event_type\"].unique():\n", + " df[df[\"event_type\"] == event_type].plot(\n", + " color=cmap_dict[event_type], ax=ax, label=event_type\n", + " )\n", + "\n", + "import matplotlib.patches as mpatches\n", + "\n", + "patches = [mpatches.Patch(color=color, label=t) for t, color in cmap_dict.items()]\n", + "ax.legend(handles=patches, loc=(0.5, 0.1), frameon=False)\n", + "\n", + "\n", + "ax.axis(\"off\")\n", + "\n", + "ax.set_title(\n", + " \"Number of conflict events in the Gaza Strip after October 7th 2023 split by type of conflict\"\n", + ")\n", + "\n", + "subtitle = \"Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. Population from WorldPop Estimates\"\n", + "\n", + "ax.text(\n", + " 0,\n", + " 0,\n", + " subtitle,\n", + " ha=\"left\",\n", + " va=\"center\",\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " color=\"black\",\n", + " weight=\"normal\",\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "acled[\"event_timestamp\"] = acled[\"event_date\"].apply(lambda x: x.timestamp())\n", + "acled.to_csv(\"../../data/conflict/acled_processed_14_11_2023.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "poi = gpd.read_file(\n", + " \"../../data/hotosm_pse_points_of_interest_points_shp/hotosm_pse_points_of_interest_points.shp\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "poi_category = {\n", + " \"health\": [\n", + " \"hospital\",\n", + " \"pharmacy\",\n", + " \"doctors\",\n", + " \"dentist\",\n", + " \"clinic\",\n", + " \"nursing_home\",\n", + " ],\n", + " \"places_of_economy\": [\n", + " \"restaurant\",\n", + " \"company\",\n", + " \"fast_food\",\n", + " \"cafe\",\n", + " \"biergarten\",\n", + " \"pub\",\n", + " \"factory\",\n", + " \"office\",\n", + " \"bar\",\n", + " \"cafe;restaurant\",\n", + " \"ice_cream\",\n", + " \"food_court\",\n", + " \"ice_cream;cafe\",\n", + " ],\n", + " \"refugee_locations\": [\n", + " \"refugee_site\",\n", + " \"refugee_camp\",\n", + " ],\n", + " \"financial_services\": [\n", + " \"atm\",\n", + " \"post_office\",\n", + " \"bank\",\n", + " \"bureau_de_change\",\n", + " \"money_transfer\",\n", + " \"payment_terminal\",\n", + " ],\n", + " \"education\": [\n", + " \"college\",\n", + " \"school\",\n", + " \"kindergarten\",\n", + " \"university\",\n", + " \"cooking_school\",\n", + " \"music_school\",\n", + " ],\n", + " \"essential_services\": [\n", + " \"police\",\n", + " \"toilets\",\n", + " \"fire_station\",\n", + " \"water_point\",\n", + " \"drinking_water\",\n", + " \"fuel\",\n", + " ],\n", + " \"religious_objects\": [\"monastery\", \"sacred_object\", \"place_of_worship\"],\n", + " \"other\": [\n", + " \"bench\",\n", + " \"parking\",\n", + " \"public_building\",\n", + " \"shelter\",\n", + " \"townhall\",\n", + " \"arts_centre\",\n", + " \"library\",\n", + " \"nightclub\",\n", + " \"car_rental\",\n", + " \"car_wash\",\n", + " \"grave_yard\",\n", + " \"courthouse\",\n", + " \"vending_machine\",\n", + " \"car_sharing\",\n", + " \"conference_centre\",\n", + " \"marketplace\",\n", + " \"fountain\",\n", + " \"prison\",\n", + " \"telephone\",\n", + " \"theatre\",\n", + " \"veterinary\",\n", + " \"bicycle_rental\",\n", + " \"recycling\",\n", + " \"studio\",\n", + " \"community_centre\",\n", + " \"social_facility\",\n", + " \"Association\",\n", + " \"association\",\n", + " \"Photography studio\",\n", + " \"License\",\n", + " \"printer\",\n", + " \"driving_school\",\n", + " \"Housing Comlex\",\n", + " \"cinema\",\n", + " \"waste_basket\",\n", + " \"waste_disposal\",\n", + " \"children's home\",\n", + " \"parking_entrance\",\n", + " \"bicycle_parking\",\n", + " \"bbq\",\n", + " \"yes\",\n", + " \"compressed_air\",\n", + " \"NGO\",\n", + " \"shower\",\n", + " \"childcare\",\n", + " \"events_venue\",\n", + " \"bicycle_repair_station\",\n", + " \"disused\",\n", + " \"internet_cafe\",\n", + " \"social_centre\",\n", + " \"charging_station\",\n", + " \"public_bath\",\n", + " \"casino\",\n", + " \"motorcycle_parking\",\n", + " \"hunting_stand\",\n", + " \"public_bookcase\",\n", + " \"animal_breeding\",\n", + " \"clock\",\n", + " \"parking_space\",\n", + " \"planetarium\",\n", + " \"feeding_place\",\n", + " \"letter_box\",\n", + " \"parcel_locker\",\n", + " \"reception_desk\",\n", + " \"binoculars\",\n", + " \"embassy\",\n", + " \"boat_rental\",\n", + " \"bus_station\",\n", + " \"taxi\",\n", + " ],\n", + " \"roads\": [\"Road Services\"],\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "gaza = palestine_adm1[(palestine_adm1[\"ADM1_EN\"] == \"Gaza Strip\")]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "def get_poi_category(x):\n", + " for cat in list(poi_category.keys()):\n", + " if x in poi_category[cat]:\n", + " return cat" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "poi[\"poi_category\"] = poi[\"amenity\"].apply(lambda x: get_poi_category(x))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sahit\\AppData\\Local\\Temp\\ipykernel_22944\\44880883.py:1: UserWarning: Column names longer than 10 characters will be truncated when saved to ESRI Shapefile.\n", + " poi.to_file('../../data/hotosm_pse_points_of_interest_points_shp/poi_classification.shp', format = 'ESRI Shapefile')\n" + ] + } + ], + "source": [ + "poi.to_file(\n", + " \"../../data/hotosm_pse_points_of_interest_points_shp/poi_classification.shp\",\n", + " format=\"ESRI Shapefile\",\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "health_poi = poi[poi[\"amenity\"].isin(health)].sjoin(palestine_adm1)\n", + "health_poi = health_poi[health_poi[\"ADM1_EN\"] == \"Gaza Strip\"]\n", + "\n", + "places_of_economy_poi = poi[poi[\"poi_category\"] == \"places_of_economy\"].sjoin(gaza)\n", + "schools_poi = poi[poi[\"poi_category\"] == \"education\"].sjoin(gaza)\n", + "financial_services_poi = poi[poi[\"poi_category\"] == \"financial_services\"].sjoin(gaza)\n", + "essential_services_poi = poi[poi[\"poi_category\"] == \"essential_services\"].sjoin(gaza)\n", + "refugee_locations_poi = poi[poi[\"poi_category\"] == \"refugee_locations\"].sjoin(gaza)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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Zb33rW+PO0UR1CCEEAHHUUUeJnp4eIcSuNsszzzwzYT1CCLFp0yYBQGzatCm/7NprrxXl5eWit7dXCCHEyy+/LIxGY/51E0KI73znO6Kuri5/va1bt06sWrVKCCHEP//5TyFJknj77bfz23M4HGPedxMdQzAYFBaLZcx7+7XXXhMmk0n8/Oc/F0IIEY/HxbHHHiuOP/74/GflXPvjyCOPFN3d3WOO/bnnnstvq6mpKf+5vaenR1RWVoodO3ZMeF6mst/cOd+9fbCnbDYrVq9eLe644w4hhBDRaFQsWrRIfOITn8iv84EPfEB86EMfEoqiiHQ6LYxGo/jqV7867cd/5513CqvVKt58800hhBDbt28XLpcrvy8hhLj//vsFAHHRRReJRCIhhBDivPPOE5IkiRtuuEEoiiIURRHHHnusOPnkk/PPS6VSoqGhYcxruq925Z721c7cunWrcDgc4o9//KMQQogHHnhASJIk3nrrLSGEEJdccsmY3z+T1XXBBRcISZLE0NBQfll7e7s4/fTT823CPX+XCTH+tY5EImLRokVi8eLFY9a77777xPXXXz/hMRIREdGhjz1paVJutxv33XcfYrEYPvvZz44ZVixHp9OhqqpqzDKTyQSXyzVmWUtLCwDgvPPOy88XdcYZZwDQ5pEqLi7OL4vFYtixY8eY5y9btiw/v8fy5cvxqU99Cj/96U/h8/kQi8Vw22234corr8wPdZbrtfiXv/wFANDc3AwAuPjii2Gz2eDxePCDH/xg3PE8//zz2LhxI2688cb8/s4//3wsX74c3/jGN6Z45jRf+cpXsGbNGpxwwgkAgIGBAaRSKXi93invJ1f3V7/6VUiSBIPBgNNPP32/exLmLFq0aMzP9957L9577z3cdNNN+RoBoLOzc8rbfO211/Doo4/iuuuuy98VumHDBrz66qvo7u7GOeecg6VLl+Khhx7KPycYDKKhoQHNzc379fpdffXVsNlsAICzzz4b0WgU7e3te61v93Ol0+nwve99D263e8J1o9EoUqlUfk6jD3/4w8hms3jjjTfy6+Rq+fKXvwyDwQAAOOuss9Db24vh4WEA2tw2Tz31FL773e/mj2nDhg2ora2dyinFZz7zGZSUlOSPUwiR750wlfPl9/vzx1BdXY1Vq1bhtddem9K+J9La2orTTjsNAFBTU4Nly5bhzTffzD9+++23IxaL5e+83vM62lc9uXO6fv16lJWV4a9//Sv++c9/TulY92Uq77UtW7bgN7/5Db7+9a/DYrHkj2H3+i0WC7LZLADtuujp6cHg4OBe973n+00Igeuuuw5r167F2WefDUD7PXvttdfi0Ucfxb/+9a8x5+PSSy9FaWkpAO06UFU1f/f5zp0783fDA8CKFSvw5S9/Od+TiIiI6FDE9gnbJ1NxKLVP1q9fj+LiYjz99NMAtN7ir732GoQQePzxxwEAPp8Pq1evzl+ze57TfTn//PNRX1+fPwYAYz7r70tnZyfuuusuXHPNNairqwMAnHjiiVi/fj1uuukmJBIJeL1e/Pd//ze+8IUv5Odj3f3z9sjICGRZhk6nA6B93o5EImN62k6kuLh43Py73/jGN1BfX48rr7wSAGCxWHDjjTfiX//6Fx555BEAu16/Cy64AA0NDWOOPff6BAKBMXNg19fX48Ybb5x0/tup7HcqHnnkEWzevDnftrLZbDj77LPx8MMPQ1EUbNy4Ec8++yxuuOEG6HQ6BINBpNPp/LmcruOPRCK48cYbcdFFF6G1tRUAsHDhQnzmM5/BnXfeif7+fgC7fpdeccUVMJvNAIAPfvCDEELg8ssvh06ng06nw2mnnYa2trb8cRqNRjQ2No459n21K/e0r3bmt7/9bdTU1ODjH/94fntCCHR3d096/ieq65vf/CaEEPjf//3f/LJnn302/zsGmNr7zm634/Of/zza29vHnIt///vf+PrXv77P5xMREdGhiSEt7dXHPvYxfOITnxg3rNh0yH2An2jZvoaFPeWUU5BKpfDGG2/g5Zdfht/vx1133ZUfpuaLX/wiGhoaJt1OUVHRhPPA5Bq/J5544pjlxx9/PLZt2zZm+NO92blzJ/7zn//g2GOPzS/7xje+gZ///OdYunTpQe3HbDYjHo9PqY59efTRR1FbW5v/ImvVqlX45S9/iS9+8YtT3kZuiLTLLrssf/5/97vfoaGhIR9aXnrppXjzzTexdetWAMCf/vQnXHLJJQBwQK8fsOtaicVie63vlFNOwZ/+9CecddZZ2LhxIyoqKvDlL395wnWXL1+OkZERnHHGGUilUvnXKZlM7nUfe9aSa/zu+frmvnTYH3tueyrn68UXX8wPy/fGG2/A6/Xu8xj2t6bdz/ujjz6K5cuX5xvI5557Lu6991584hOfOKB6DAYDiouLD/ja2N1U3muPPfYYhBBj3q+PPPII7rzzTgDAl770Jfh8PhQXF8Pv9+OVV14BsO/rYk87duxAd3f3hLUAwHPPPTfpc/e8DhYvXoyysjKceuqpuPnmm9Hd3Y3//u//PqBrjIiIaD5h+0TD9snkDqX2iV6vxznnnIOnnnoKQgi88sor+NjHPoajjjoqPxzw3/72N5x77rlTPj97M9Vj2N0//vEPqKo64bUzOjqKN998E08++SSSyeSY6++Xv/xlvo3wkY98BMPDw1iyZAkikQg2bdoEYP8/bycSCbz00kv5GxF2rwXYv8/bpaWlWLJkCT7+8Y/juuuuwzvvvIMvfOEL+UB7uva7p8cffxySJOGss87KX3/PP/88ampqMDw8jEcffRQ6nQ4rV64EAJSXl+Ohhx7CzTffPK3H/+qrryIajU74umazWfzzn//c57b2XDbZMOw5+2pX7mlv7cxEIoEnn3xyzDV32WWX4Z577sEHP/jBvdaxp1WrVuHoo4/G//zP/+SX/fOf/8RZZ521X9sBgIsuugh6vR4PPvggACAej0OSpPxN2kRERHT40Re6AJr77rnnHjz//PO4/vrrcc455xS6HADIf4Dt7+/P3+l9/fXX4+KLLz6o7eYa7bk7pnNydyWPjo6iurp6ytspKirKL2tsbMzfzTpd+zlYw8PDY2rU6XQTzhm1N4FAAADwhz/8YdKeohdffDG++c1v4re//S1++MMf4p///Gf+XOSePx2v30S+9rWvIRKJ4Cc/+QmeeuopLFiwAA8//HD+buA9eTwefPOb38Tg4CDWrFlzQPscHByE2WzOX5vTaSrnSwiBO++8E3//+99x2mmn5e/unynDw8NjzqfVasXVV1990PVMx7UxlffaRO/X3X/XybKMl19+Gffffz+Ki4sP+HxOpZapstlseOaZZ3DVVVfhu9/9Lm6//XZcc801+PGPf3xAtREREc0nbJ+wfbI3h1r7ZP369XjooYewZcsWPPHEE7jkkksgyzJuv/12BINBbNq0Cb/4xS+mvc6pOtDP2yeddNKY9d99913ce++9yGaz+90bOGdkZATZbHZaPm8D2nyhV111FX7yk5/gzjvvxCc+8Qn89re/Hdebdjr3GwgEIEkSNm3aNOEoOcPDwzCbzflRnQDkQ0yPxzNtdUxn22V/9rm3duWe9tbOHB0dhaIoY665srIyfOELXzig2i699FJ85StfwdatW2EwGHDkkUdClve/34vb7cbZZ5+Nhx56CN///vfxxBNP4Pzzzz+gmoiIiOjQwJ60NI4QAqqq5n8uKSnBL3/5S8RiMVx22WUFrGyXXIPB7Xbnvyzw+XwHvd3cMFO5hnmO3++HJElT/mIiN2TaZMOhTtd+DlZNTc0+h2zdl6mc//Lycqxfvx6///3v8fbbb2PJkiX5Bud0vn4TkWUZ3/3udzEwMIAHHngAsVgMl1566YTrPv3001i5ciXq6urwxBNP4LzzzjugfbrdbqTTaSiKcjClT2hf5ysej+O4447D//7v/+Kxxx7DDTfckG9Iz5S9XUcHU890XBtTea/t6/1666234qMf/Si+8IUv4Ne//jVWrVo17bUAu35vTFVraytee+01vP3227joootw55135nuOEBERHUrYPmH7ZH8cSu0TQBuGVq/X46mnnsL27duxdOlSXHDBBVAUBY8++ihUVc1P2VEIU/mMu6/r7ze/+Q1OOeUUnHnmmfjDH/6Qn2plf5WUlECn003b5+3GxkY89dRT6OjowHXXXYf//d//xX333Tej+62uroaiKPnn7qmmpgaxWGzC3s7TWcd0t12mYn/e//tqZ5aXl8NgMBz075Ociy++GAaDAQ888AB++9vf5nveH4hLLrkEAwMDeOqpp/D000/vd89eIiIiOrQwpKVxotEoRkZGxixbv349Lr30Urzwwgvj1nc4HEilUjNaUyaTGfPziy++CJvNhnXr1mHFihUoKirCX//61zHrRKNR/PnPf96v/eSGq3n55ZfHLH/11VdxwgknTDlcqq2tRU1NzbjhhIQQePfdd6dtPwfr+OOPh9/vx9tvvz1m+XvvvQchRP6LitxcnBPJ9Tbd8/y/+eabeO+99/I/f+Yzn8HAwAA+85nPjGnQTOfrJ0nSuFpPO+00CCFgtVrx6U9/Gnfeeeekc9rcd999EEIc9Hwwp59+OlRVzc8xOp32db6eeeYZvPfee/jCF76wXz15p/JaT+b444/H22+/nf9yMuedd9454HqA6bk2pvJem2z4r97e3nwvh+OOOw4f+MAHJt3PRNfenhYtWoTm5uYJawF2zQM1FbsHskuXLsWDDz6IJUuW7Nd8bURERPMF2ydsnxyu7RMAcLlcOOmkk/Dzn/8838vwqKOOwuLFi3HzzTdPKdCcymfVA/XBD34wP/LM7l599VXU1tbi6KOPxurVqyFJ0rjrLxAIYHBwEHfddRdqamrw6U9/+qCOwWKx4NRTT81PT7J7LQD2q+f9448/jp/85CcAgKamJvzoRz/C2WefPeFrNZ37nez6fe655zAwMDBp22XHjh3Q6/XTVseJJ54Ih8Mx4etqsViwdu3aKW9rqvbWrtzTvtqZOp0OxxxzDF566aVxv69z29uf94Xb7cY555yDBx98EP39/fm5fPdlou2fe+65cLlc+N73vofKykpOWUNERHSYY0hLY3R1deHdd9/F73//+3GP3Xnnnairqxu3fPny5di6dSuGhoYAaHM5DgwMYGBgIL9Obu6e3e9izC3b/QuXiZYBWgOlvb0dALB9+3Y89NBDuOOOO1BSUoKioiJ89atfxQsvvIDf/e53ALQvG2666ab83Z257e75YX9Pp556Ks477zx8//vfzw/f89hjj2Hbtm244447xtU52d2tsizj5ptvxpYtW8bMW3LHHXdg27Zt+72fic5bKBQasywQCEAIkV+W+2Jq93lfUqkU4vF4fr3rrrsOTqcT3/jGN/Lr/+c//8EPf/hDSJKUv3u2ra1t0nO2du1arFu3Dj/5yU/yjZ1oNIo77rhjzPBi69evR2lpKUpKSsZcR/vz+u3rPLjdbmzfvh2JRCK/bMuWLbjxxhvzx9zT0zPpnao2mw3ZbDZ//eUaxrsP5TSVWi666CIsWbIE3/zmN/O1bNmyBX6/f8z7Yk+57eTeSxNte1/nKzfEU+5a37lzJ7Zt2zbmPE10bUz2WkciEfj9/jG9VyKRyJjt3XDDDVBVFd/61rfy6z377LN48MEHp1TPZO/PqVwbe9rz2KbyXjvjjDNw4okn4vvf/z48Hg8A7TX/2te+BkVRYLPZMDIyAlVVkc1m8fe//z2/zu7n7+233x5zniY6zz/60Y/w6quv5q+tQCCAn/70p7jyyivzw7pN9Xq/5pprsGPHjvzj4XAY69atm/C8EBERzVdsn7B9cji3T3I+9KEPobe3FxdccEF+2fnnn4+BgQGsX79+zLqTfdbfs46ptD0msuf2m5qa8OUvfxk///nP0dPTAwB4/fXX8dRTT+F73/seZFnG4sWLceGFF+KXv/xlfh7gZDKJ6667DvF4HDabDfF4PD+38UTtsImOIVfP7sf6ve99D0NDQ/ker4lEAj/4wQ9w5pln5s/zVF+/W265Ba+//joAQFEUeL3eSV+r/dnvZO9TAPjkJz+JRYsW4ZZbbsn35h4YGMAvfvELuN1uXHLJJWhsbMQtt9ySr7Wvrw833XQThBDTdvx2ux3/9V//hUcffRRvvPEGAKCzsxO/+93vcNNNN+WD0YP5Xbrna7e3duWeptLOvPXWWzEwMDDmd9iDDz6IZ599FoB2TQ0MDIzrbbtnXTmf/vSnMTg4OOFctHv+Lsttf6LfVSaTCf/v//0//POf/8SnPvWpcY8TERHRYUYQve+mm24Ser1eABAARHNzsxgdHR2zzjPPPCPWrVs3Ztnw8LBYt26dqK2tFRdddJH4+9//LhobGwUA8dGPflR0dXXlf5YkSXz5y18Wb775pqiqqhIAhMlkEvfee694/PHHRUlJiQAgbDabeOihh4QQQhx//PHikUceEaeffrpYu3atOProo8WvfvWrMTWoqiruuOMO0djYKI477jjxiU98Qrz00ktCCCEeffRR4XK5BABhsVjE5ZdfvtfzkEwmxde+9jVx1FFHiZNPPlmcdNJJYtOmTfnHv/Wtbwmj0SgACLfbLe67775Jt3XnnXeK5uZmcdxxx4kLL7xQPPXUU/u1H4PBIACI8vJy8eabb4ovfelL+WW1tbWip6dHrF27dsxr9tprr4kf/vCH+WNubW0Vvb294tZbbxVms1kAEMcdd5zw+XxCCCHeeOMNsWbNGtHU1CQ+8pGPiO9+97sinU7nazzttNNESUmJuOCCC8Sjjz464XEGg0Hx2c9+VlRXV4vTTz9dXHHFFaKvr2/cel/84hfFz3/+83HL9+f1+9WvfiUeeOCB/DKHwyEef/xxIYQQL774oqipqRGLFy8WV155pejt7RWrV68WX/ziF8VRRx0lTj/9dPHpT39aBAKBCY9j+/btYsWKFaKurk5cccUV4sUXXxRnnnmmKCsrE/fcc4+45557hM1mEwCE0+kUTz75pLjjjjvyy8rKysRrr70mhBCiv79ffPSjHxWNjY3ivPPOE3fffbdoamoSAMTKlStFKpUas+8XX3xRVFZWCgBCr9eL2267Tfztb3/LLzOZTOLuu+/e5/lSVVVcfvnloqioSGzYsEHceeed4v777xc2m01s2LBBvPTSS2LFihUCgCguLhYPPvigEEKIwcFBsXLlSlFRUSE++clPik2bNomTTz45f20tWrRICCHE8uXL88tOPPHEfP3PPPOMWLVqlTjiiCPExz72sTG17q2erVu3jvn9sOe52dux7ul//ud/RE1NjQAgFixYILZs2SKE2Pd7LXf8F110kaipqRFnnnmm+MIXviAGBweFEEI88cQToqamRrS2toprr71W/Otf/xItLS1i8eLF+e08/PDDorS0VKxcuVJ8/vOfF729veLUU0/Nv3bXX399fl9PPPGEWLlypTjppJPEihUrxHe+8x2hKIoQQohXXnll3HXw9NNPj7kO7r33XvHjH/9YXHPNNeL4448XJ5xwgli7dq145JFHJjwvRERE8xXbJxq2Tw7f9knOtm3bxJIlS8Yse+utt8Ty5cvHLHv00UdFbW2tACCamprEc889N2Edzz///Jj3wBVXXCHa2tpEQ0ODACB0Op345je/Oa6Ov/3tb2LRokUCgKiurs5fP7nztXTpUnHKKaeIY489Vjz88MNjnhuNRsXnP/95UVNTIz7wgQ+Iz372s2LHjh1CCCFeffVVsXDhQrFw4ULx+c9/Xrz++uti5cqVoq6uTvzpT3+a8Bi6u7vF+vXr88fwqU99Kr+vl156SZx44oni+OOPFytWrBDXXnutiMViQggx7v1/xRVXiLfffnvMsX/7298WGzduFJ/5zGfEunXrxLHHHivWrFmz1/fW/u63tbV1XJswp6+vT5x//vmipqZGnHXWWeKaa64Z87tv586d4txzzxV1dXVi/fr14hvf+IaIRCLTevw5999/v1i2bJk45ZRTxMqVK8VPf/rTMddb7rq3Wq3ioYceEr/61a/GtY9vuumm/O+oqqoq0d7eLq688kohy7IAIE4//XSRyWSEEJO3K/e0r3ZmNBoVQgjx0EMPiSOPPFIsW7ZMfPzjH8//HhdCiPfee08sXLhQNDQ0iEsvvVS89dZbk9YlhBCpVEpUVVWJcDg8ppbJfpfdeeedoqioSJxyyiniq1/96pjnvPLKK2L16tUTHhsREREdXiQhdrvNi2gOCgQCKC0tLXQZREREREREbJ8QEdFBef7559HZ2Tln5lUnIiKiwmFIS0RERERERERERDRDFEWBTqeDJEn41Kc+hV/+8pcwm82FLouIiIgKTF/oAoiIiIiIiIiIiIgOVevXr0ckEsGVV16JU045hQEtERERAQDkQhdAREREREREREREdKhavHgx3nrrLWzevBlXXnllocshIiKiOYLDHRMRERERERERERERERERzSL2pCUiIiIiIiIiIiIiIiIimkUMaYmIiIiIiIiIiIiIiIiIZhFDWiIiIiIiIiIiIiIiIiKiWcSQloiIiIiIiIiIiIiIiIhoFjGkJSIiIiIiIiIiIiIiIiKaRQxpiYiIiIiIiIiIiIiIiIhmEUNaIiIiIiIiIiIiIiIiIqJZxJCWiIiIiIiIiIiIiIiIiGgWMaQlIiIiIiIiIiIiIiIiIppFDGmJiIiIiIiIiIiIiIiIiGYRQ1oiIiIiIiIiIiIiIiIiolnEkJaIiIiIiIiIiIiIiIiIaBYxpCUiIiIiIiIiIiIiIiIimkUMaYmIiIiIiIiIiIiIiIiIZhFDWiIiIiIiIiIiIiIiIiKiWcSQloiIiIiIiIiIiIiIiIhoFjGkJSIiIiIiIiIiIiIiIiKaRQxpiYiIiIiIiIiIiIiIiIhmEUNaIiIiIiIiIiIiIiIiIqJZxJCWiIiIiIiIiIiIiIiIiGgWMaQlIiIiIiIiIiIiIiIiIppFDGmJiIiIiIiIiIiIiIiIiGYRQ1oiIiIiIiIiIiIiIiIiolnEkJaIiIiIiIiIiIiIiIiIaBYxpCUiIiIiIiIiIiIiIiIimkUMaYmIiIiIiIiIiIiIiIiIZhFDWiIiIiIiIiIiIiIiIiKiWcSQloiIiIiIiIiIiIiIiIhoFjGkJSIiIiIiIiIiIiIiIiKaRQxpiYiIiIiIiIiIiIiIiIhmEUNaIiIiIiIiIiIiIiIiIqJZxJCWiIiIiIiIiIiIiIiIiGgWMaQlIiIiIiIiIiIiIiIiIppFDGmJiIiIiIiIiIiIiIiIiGYRQ1oiIiIiIiIiIiIiIiIiolnEkJaIiIiIiIiIiIiIiIiIaBYxpCUiIiIiIiIiIiIiIiIimkUMaYmIiKZZMplEX18f4vF4oUshIiIiIiKac4QQ8Hq98Pv9UFW10OUQERERFYQkhBCFLoKIiOhQIYRAZ2cnFEVBNpuF1WpFeXk5rFZroUsjIiIiIiKaE4LBIDweD0wmE7LZLNxuN1wuF2SZ/UmIiIjo8MGQloiIaBoFAgEEAgEsWLAAqqrC7/djZGQELpcLlZWVkCSp0CUSEREREREVjKIo2LFjB2pqauBwOBAOhzE0NAQhBBoaGmAymQpdIhEREdGsYEhLREQ0TTKZDHbs2IH6+nrY7fb88lQqhd7eXhgMBtTV1UGn0xWwSiIiIiIiosLp7+9HNptFQ0NDfpkQAoODgxgZGRnXniIiIiI6VHEMESIiomkyMDAAh8Mx7gsFk8mE5uZmSJKEjo4OpFKpAlVIRERERERUOLFYDOFwGFVVVWOWS5KEyspKVFVVoaenB4FAAOxXQkRERIc6hrRERETTIBqNIhKJoLKycsLHdTod6uvrUVRUhI6ODoTD4VmukIiIiIiIqHCEEPB6vXC73TAajROu43K50NTUhOHhYXg8HqiqOstVEhEREc0ehrREREQHSVVVeL1elJeXw2AwTLpe7u7wmpoa9Pf35+ddIiIiIiIiOtQFAgEAQGlp6V7Xs1qtaGlpQSqVQmdnJ9Lp9GyUR0RERDTrGNISEREdpEAgAEmS9vllQ47T6URzczOCwSB6e3uRzWZnuEIiIiIiIqLCyWQyGBoaQlVVFWR5319HGgwGNDU1wWKxoKOjA7FYbBaqJCIiIppdDGmJiIgOQiaTwfDwMKqrqyFJ0pSfZzabsWDBAqiqiq6uLiiKMoNVEhERERERFc7g4CDsdjvsdvuUnyPLMmpqalBRUYHu7m6EQqEZrJCIiIho9jGkJSIiOgi5LxtsNtt+P1en06GhoQEmkwkdHR1IpVIzUCEREREREVHhJBIJhEIhVFZWHtDzS0pKUF9fD4/HA7/fP83VERERERUOQ1oiIqIDdLBfNgDa3eG1tbVwOp3o7OxEPB6fxgqJiIiIiIgKRwgBn8+HsrIyGI3GA96Ow+FAY2MjhoeH4fP5IISYxiqJiIiICoMhLRER0QFIp9Po6elBeXn5QX3ZAACSJKGyshLl5eXo7u5GMBicpiqJiIiIiIgKIxfQKoqCsrKyg96e1WpFc3MzIpEIent7kc1mp6FKIiIiosJhSEtERHQAvF4v7Hb7tHzZkFNaWor6+noMDAxgYGCAd4cTEREREdG8FY1GEQqF0NjYCJ1ONy3bNJlMaGlpgRACnZ2dnDKGiIiI5jWGtERERPspEokgkUigsrISkiRN67btdnv+7vCenh7eHU5ERERERPOOqqoYGBiYlpGH9qTT6dDQ0AC73Y7Ozk5Eo9Fp3T4RERHRbGFIS0REtB9UVYXX60V5eTn0ev2M7MNkMqG5uRkA0NHRwbvDiYiIiIhoXvH7/QCAkpKSGdm+JEmoqqpCZWUlenp6EAgEOBIRERERzTsMaYmIiPbD4OAgDAbDjH3ZkJO7O7yoqAgdHR2IRCIzuj8iIiIiIqLpkEqlMDw8jJqammkfeWhPLpcLTU1NGB4ehtfrhaqqM7o/IiIiounEkJaIiGiKEokERkZGUF1dPeNfNgDa3eGVlZWorq5GX18fBgcHeXc4ERERERHNWUIIeDwelJSUwGq1zso+rVYrWlpakEwm0dnZiXQ6PSv7JSIiIjpYDGmJiIimIPdlg9vthtlsntV9FxcXo7m5GaFQCN3d3VAUZVb3T0RERERENBXBYBCZTAbl5eWzul+DwYCmpiZYrVbs3LkT4XB4VvdPREREdCAY0hIREU2B3++HEAJlZWUF2b/ZbEZLSwt0Oh3nqSUiIiIiojknk8lgYGAA1dXV0Ol0s75/WZZRXV2N6upq9Pf35+fFJSIiIpqrGNISERHtQyqVwtDQEGpqaiDLhfuvU6fToa6uDk6nE52dnUgkEgWrhYiIiIiIKEcIAa/XC4fDAYfDUdBaiouL0djYiOHhYU4ZQ0RERHMaQ1oiIqK9UFUVvb29KC0tnbU5lfYmN09tWVkZurq6EIvFCl0SEREREREd5gKBABKJBKqqqgpdCgBtntqmpiYEg0H4fD4GtURERDQnMaQlIiLaC5/PB51Oh4qKikKXMobb7UZlZSW6u7sRDAYLXQ4RERERER2m4vE4BgcHUV9fD71eX+hy8sxmM5qbmxGNRtHb24tsNlvokoiIiIjGYEhLREQ0iUgkglAohNraWkiSVOhyxikpKUFDQwMGBgbg8XigqmqhSyIiIiIiosOIqqrweDxwu91zYuShPRmNRrS0tAAAdu7cySljiIiIaE5hSEtERDQBVVXh9XpRUVEBo9FY6HImZbfbsWDBAiSTSXR1dSGTyRS6JCIiIiIiOkwEAgEA2kg/c5VOp0N9fT1cLhe6urowOjpa6JKIiIiIADCkJSIimpDf74der0dJSUmhS9kng8GApqYmmM1m7Ny5k/PUEhERERHRjEun0xgeHkZ1dfWcHHlod5Ikoby8HHV1dfB6vZynloiIiOYEhrRERER7SCaTGB4eRlVV1Zz/siFHlmVUV1ejvLwc3d3dGBkZKXRJRERERER0iBJCwOv1oqioCDabrdDlTJnD4UBLSwui0Si6u7s5Ty0REREVFENaIiKi3aiqiv7+fpSVlc3JOZX2RpIklJaWorGxEYODg7w7nIiIiIiIZkQwGEQymURVVVWhS9lvJpMJzc3NkGUZHR0dSKVShS6JiIiIDlMMaYmIiHbj9/shhJjTcyrti81m493hREREREQ0I9LpNAYGBlBTUwOdTlfocg5Ibp7aoqIidHR0IBqNFrokIiIiOgwxpCUiInpfIpHA8PAwamtrIcvz+79Io9HIu8OJiIiIiGhaCSHg8XjgdDrhcDgKXc5BkSQJlZWVqKqqQk9PT/6GXSIiIqLZMr+/gSYiIpomqqrC4/GgrKwMFoul0OVMiz3vDg+Hw4UuiYiIiIiI5rGRkRGk02lUVlYWupRp43K50NTUBL/fD4/HA1VVC10SERERHSYY0hIREQEYGBiAJEkoLy8vdCnTKnd3eE1NDfr7+zE4OMi7w4mIiIiIaL8lEgkMDAygtrZ23g5zPBmr1YqWlhak02l0dnYinU4XuiQiIiI6DDCkJSKiw14oFMLo6Cjq6uogSVKhy5kRTqcTzc3NCIVC6OnpgaIohS6JiIiIiIjmCVVV0dfXB7fbDZvNVuhyZoTBYEBjYyOsVis6OjoQiUQKXRIREREd4hjSEhHRYS2TycDr9aK6uhpGo7HQ5cwos9mMlpYWSJKEjo4OJJPJQpdERERERETzwMDAAPR6Pdxud6FLmVGyLKO6uhqVlZXo6+vjPLVEREQ0oxjSEhHRYUsIAa/XC7vdjuLi4kKXMyty89QWFxejs7OTd4cTEREREdFeRaNRjI6Oora29pAdeWhPu89T6/V6OU8tERERzQiGtEREdNgaHR1FIpFAVVVVoUuZVZIkoaKiAtXV1ejt7UUgECh0SURERERENAdls1l4PB5UVlYe8iMP7clisaClpQWJRALd3d2cMoaIiIimHUNaIiI6LCmKgoGBAVRXV0Ov1xe6nIIoLi5GU1MThoaG4PV6OYwXERERERGNMTg4CKPRCJfLVehSCsJgMKC5uRl6vR6dnZ1IpVKFLomIiIgOIQxpiYjosDQwMACr1YqioqJCl1JQVqsVLS0tiMVi6O7uRjabLXRJREREREQ0B8TjcQSDQVRXVx82wxxPRJZl1NXVoaioCB0dHZwyhoiIiKYNQ1oiIjrsRKNRhMPhw26Y48kYjUY0NzdDlmV0dHQgmUwWuiQiIiIiIiogIQS8Xi/cbjdMJlOhyyk4SZJQWVmJqqoq9Pb2Ynh4mCMRERER0UFjSEtERIcVVVXh9XpRXl5+2M2ptDc6nQ719fVwOp3o7OxEKBQqdElERERERFQgfr8fQgiUlZUVupQ5xeVyoampCYFAAP39/VBVtdAlERER0TzGkJaIiA4rQ0ND0Ol0KC0tLXQpc44kSaioqEBtbS08Hg8GBgZ4dzgRERER0WEmlUpheHgY1dXVkGV+dbgnq9WKBQsWIJPJoLOzE+l0utAlERER0TwlCX77SkREh4lkMomOjg40NzfDYrEUupw5LZlMore3F0ajEbW1tdDr9YUuiYiIiIiIZoCqqgh2BJEKpWAsMiJiiMBkMqG6urrQpc1pQgj4fD6EQiHU1tbC4XAUuiQiIiKaZxjSEhHRYUEIgc7OTthsNlRWVha6nHkhm82iv78fyWQS9fX1DLaJiIiIiA4xvjYf2je2I7AtACWpoOSYElScWYEyQxlqWmsKXd68EAwG4fP5UFZWBrfbDUmSCl0SERERzRMMaYmI6LAQCATg9/uxcOFCDtm1H4QQ8Pv9GB4eRlVVFVwuV6FLIiIiIiKiaeBr8+H1u15HPBCHs84JU6kJZeeWof/xfig+BauvWY2q1qpClzkvJBIJ9Pb2wmw2o7a2FjqdrtAlERER0TzAb6mJiOiQl8lkMDg4yDmVDoAkSXC73aivr8fAwAB8Ph/nqSUiIiIimudUVUX7xnbEA3G4l7phdplRtLIISlCBCSbEA3G0b2yHqqqFLnVesFgsWLBgAYQQ6OjoQCqVKnRJRERENA/wm2oiIjrk+Xw+OBwOzhF0EOx2O1paWhCNRtHT04NsNlvokoiIiIiI6AAFO4IIbAvAWeeELMswlBlgqjch8kYEsizDWedEYFsAwY5goUudN3Q6HRoaGlBUVITOzk5Eo9FCl0RERERzHENaIiI6pIXDYcRiMc5DOw2MRiOam5sBAJ2dnbw7nIiIiIhonkqFUlCSCowOI6ADHKsdiL0TgxrXes4aHUYoSQWpED/z7w9JklBZWYnKykr09PRgZGSk0CURERHRHMaQloiIDlmKosDj8aCqqgoGg6HQ5RwScneH2+12dHZ2IhaLFbokIiIiIiLaTyanCXqzHulIGvaj7RApgcT2RP7xdCQNvVkPk9NUwCrnL5fLhcbGRgwODnLKGCIiIpoUQ1oiIjpk+Xw+WK1WOJ3OQpdySJEkCVVVVaioqEB3dzdGR0cLXRIREREREe0HV4sLpUeUIiNnYG4xI/x6GHg/R1RVFaG+EEqPKIWrxVXYQucxm82WnzKmt7eX8/sSERHROJLgrVxERHQICoVC8Hq9WLBgAXvRzqBIJIK+vj643W6UlZVBkqRCl0RERERERFPgbfNiIDKAwKsBZHozMDqMSEfSCPWFYC21YvU1q1HVWlXoMuc9RVHQ29sLIQQaGhqg1+sLXRIRERHNEexJS0REhxxFUeD1ejnM8SxwOBxoampCIBCA1+vlMF5ERERERPOEVCHBWmyFPqZH3B+H/z0/4v44KlsrGdBOI71ej8bGRhiNRnR0dCCZTBa6JCIiIpoj2JOWiIgOOX19fVBVFfX19ezZOUsymQx6enqg0+lQV1fHu8OJiIiIiOawWCyGnp4etLS0wGAwINgRRCqUgslpgqvFBVlmv47pJoTA0NAQAoEA6urq4HA4Cl0SERERFRhDWiIiOqSEw2F4PB4Oc1wA2WwWHo8HiUQC9fX1sFgshS6JiIiIiIj2oKoqdu7ciZKSEpSVlRW6nMPO6OgovF4vysrK4Ha7eWMxERHRYYy3xRER0SGDwxwXVq4XbUlJCbq6uhAMBgtdEhERERER7WFwcBA6nQ6lpaWFLuWwVFxcjKamJgSDQfT29iKbzRa6JCIiIioQhrRERHTI8Pl8sFgscDqdhS7lsCVJEtxuN+rr6zEwMACPxwNVVQtdFhERERERAYjH4xgZGUFtbS17cBaQxWLBggULIITgPLVERESHMYa0RER0SAiHw4hEIqiuruaXDXOA3W5HS0sLEokEuru7oShKoUsiIiIiIjqsqaqK/v5+lJeXw2QyFbqcw55Op0NDQwOcTic6OzsRiUQKXRIRERHNMoa0REQ072WzWQ5zPAcZjUY0NTVBp9Ohs7MTqVSq0CURERERER22hoaGoNPpOA/tHCJJEioqKlBdXY3e3l4EAgEIIQpdFhEREc0ShrRERDTv+Xw+mM1mFBcXF7oU2oNOp0N9fT2KiorQ0dGBaDRa6JKIiIiIiA478XgcgUAANTU1HHloDsrNUzs0NASfz8egloiI6DDBkJaIiOa1aDSKcDjMLxvmMEmSUFlZiaqqKvT09CAYDBa6JCIiIiKiw4YQAh6PB263G2azudDlzDmqqiKwIwDvZi8COwJQVbUgdVitVrS0tCAWi6GnpwfZbLYgdRAREdHskQRvzSIionlKVVXs2LEDZWVlKC0tLXQ5NAXRaBS9vb0oKSlBRUUFg3UiIiIiohk2PDyM0dFRtLS0QJbZX2N3vjYf2je2I7AtACWpQG/Wo/SIUizesBhVrVUFqSmbzaK3txeKoqChoQFGo7EgdRAREdHMY0hLRETz1sDAAGKxGJqbmxn2zSPJZBI9PT2wWCyora3lF0VERERERDMklUph586daGpqgtVqLXQ5c4qvzYfX73od8UAczjonjA4j0pE0Qn0hWEutWH3N6oIFtUIIeL1eRCIRNDQ0wGKxFKQOIiIimln8VpSIiOalWCzGOZXmKbPZjJaWFmQyGXR3d0NRlEKXRERERER0yMkNc+xyuRjQ7kFVVbRvbEc8EId7qRtmlxmyXobZZYZ7qRvxQBztG9sLNvSxJEmorq5GaWkpurq6EIlEClIHERERzSyGtERENO9ks1n09/ejoqKCcyrNU3q9Hk1NTdDpdOjq6kI6nS50SUREREREh5Th4WFks1lUVlYWupQ5J9gRRGBbAM4657iRfWRZhrPOicC2AIIdwQJVqAW1brcb1dXV6O3tRTBYuFqIiIhoZjCkJSKiecfr9cJkMnEe2nlOlmXU19fDZrOhs7MTiUSi0CURERERER0S4vE4hoeHOb3IJFKhFJSkAqNj4vlejQ4jlKSCVCg1y5WNV1xcjIaGBvh8PgwNDYEz1xERER06+CmNiIjmldHRUUSjUQ5zfIiQJAlVVVUoKSnhMF5ERERERNMgm82ir68PFRUVnMt0EianCXqzHunIxCP6pCNp6M16mJymWa5sYna7Hc3NzRgZGYHX62VQS0REdIhgSEtERPNGOp2G1+tFTU0NDAZDocuhaSJJEsrLy/PDeI2MjBS6JCIiIiKiecvn88FoNHLkob1wtbhQekQpQn2hcfPOqqqKUF8IpUeUwtXiKlCF45nNZrS0tCCRSKCnpwfZbLbQJREREdFBYkhLRETzghACHo8HTqcTRUVFhS4HQgiIeEj7w7uYp0VxcTEaGxsxODiIwcFBnlciIiIiov0UDocRDodRW1s7J0YeEukERDQIoUzcY7VQZFnG4g2LYS21YnjrMJLBJFRFRTKYxPDWYVhLrVi8YfGcGyraYDCgqakJANDZ2Yl0em6dVyIiIto/kuA3oERENA/4/X4EAgEsWLAAOp2u0OVARINAIqz9YCmCZJ87d1jPd8lkEj09PbBaraipqZlzX4wQEREREc1FmUwGO3fuRFVVFYqLiwtdDkRWAUY82g+SBJTWzYngeHe+Nh/aN7YjsC0AJalAb9aj9IhSLN6wGFWtVYUub1JCCHi9XkQiETQ0NHBYayIionmKIS0REc15iUQCnZ2daGxshM1mK3Q5AAARCQDJqPaD2Q7JwaHEppOiKPkhvGpqaubM605ERERENBcJIdDd3Q29Xj93etEqaSDo27WgtA7SHLwBU1VVBDuCSIVSMDlNcLW45sWNokII+P1+DA0Nwe12o6ysbF7UTURERLswpCUiojktm81i586dKCkpgdvtLnQ5eSKrANH35061l0DS6Qtb0CFICIFAIIChoSEUFxejoqJiTvSiJiIiIiKaa4aGhjA6OoqWlpY59ZlZxENAKgFY7JDM9kKXc0iKx+Pwer0QQqCmpgZWq7XQJREREdEUMaQlIqI5rb+/H5lMBo2NjXPibvCZJIQA+nZA9O0E0knAZIHUcARQ3XTIH/vepFIpeL1epNNp1NbWslctEREREdFu4vE4urq60NzcfFgMeyuiIYj2LUA0BMgyUOyGtGQlJIOp0KUVjBACw8PDGB4eRmlpKSoqKg7rNiQREdF8wZCWiIjmrHA4jP7+fixcuBAGg6HQ5UyZogCbNgE+H1BVBaxbB+j30tFWCAHR9iLEq08BgQFAkrU5m4QAhAqU10I64SxIRx9/2Da0hRAYGRnBwMAAKioqUFZWVuiSiIiIiIgKTlVVdHR0oLi4eEojD83XoX0BQAz1Q33x/4D33tDaSrm61SxgNENqPRnSyedCsjkKW2gBJZNJ9Pf3Q5IkNDQ0QL+3higREREVHENaIiKak7LZLHbs2IGKigq4XK5ClzNlf/gDcN99QFcXkE4DRiPQ1ARcfTVw4YXj1xeqCvXPvwbefnUvW5UACOCYdZDP+uRhG9QC2vzE3d3dKC8vR2kp5wEmIiIiosPb4OAgIpEIWlpa9tlO8LX50L6xHYFtAShJBXqzHqVHlGLxhsWoaq2apYoPjOh8B+of7wayWe1G1olIMuAohvypr0MqKZ/dAucQVVXR19cHRVHQ2Ng4p4a/JiIiorEY0hIR0Zzk8XiQTqfn1TDHf/gDcNNNQDgMlJcDNhsQiwFDQ0BREfDd744ParN//z3w7+emvA/p5HMhr9swzZXPL/F4PB/UskctERERER2uEokEOjs7pzTMsa/Nh9fveh3xQBzOOieMDiPSkTRCfSFYS61Yfc3qggW1++rdK3w9UH/z31pAi318jSnJQJEL8uU3Q7IevnPgqqqK3t5eZLNZ9qglIiKaw/g/NBERzTnRaBShUAgLFiyYNwGtomg9aMNhoKUFyN2sXFwMOBxAR4f2+Pnn7xr6WAQGxwW0QgAjCRuSigFmfQYllhh2PwXi5SchjlkHyVE8K8c1F1mtVjQ1NaG7uxuKonC+JSIiIiI67Agh4PF4UFZWts+AVlVVtG9sRzwQh3upOx+Aml1mGJ1GDG8dRvvGdlQsq5j1oY+n0rtXffYRQFWxz4AW0HrZhkcg/v0spDUfmdni5zBZllFfX4++vj50dXWhsbFxXk0hREREdLhgSEtERHNKNpuFx+NBRUUFjEbjtGxTVbWQNBQCnE4tRD3Y7x723GZnpzbEcXn5roA2R6fTlnd1aXPVfvCD2nKx5XntTu/3h+vyRZx401uP3lApUooeJr2CemcAK6p7UeUIvb81AfHmPyGd+uGDO4B5zmKxoLm5OR/UVldXz5u5tIiIiIiIDtbQ0BCEEFOahzbYEURgWwDOOue4z8yyLMNZ50RgWwDBjiBKF87elCKT9e4daBtAuC+M1desRmW9DHS9u38bFgJi8yaIk9dD0h2+X33mglqPx4POzk40NDTAbDYXuiwiIiLazeH7SYWIiOYkn88Ho9GIkpKSadleWxuwcSOwbRuQTAJmM3DEEcCGDUBr6/RtM5nUhjaurp74OTYbMDwM+Hy7lok3XxwT0P5t+1J4wsUoscZQYolCJ6to91diMFaEsxZu1YJaIbTnHeYhLQCYTCY0Nzejt7cXnZ2dqKurg8lkKnRZREREREQzKh6Pw+/3o7m5eUo3KqZCKShJBUbHxDfBGh1GhPvDSIVS013qpKbau7d8XWjMja1TFo8AXe8BC46egernD0mSUFNTg+HhYXR2dqKqqgoul6vQZREREdH72OWEiIjmjHA4jHA4jNra2mkZvratDbjrLu3vsjJgyRLt792XT9c2Bwa0oDYQmPh5sRhgNAJV70/zJDJpIJXQ/i2AZzsW49W+FngjLrT56vFq3wJs81eixBJFMGHFm9565GeRj4bAKeU1BoMBTU1NsNls6OjoQDgcLnRJREREREQzRlVV9Pf3o7y8fJ/DHOeYnCbozXqkI+kJH09H0tCb9TA5Z++Gx6n27k31DwAH2DQUkeA0VDr/SZKE8vJy1NfXY2BgAP39/VDV/Qy9iYiIaEYwpCUiojlBURR4PB5UV1dPy1w5qqr1dg0EgKVLAZdLG+JYVbV/v/cecM89Wm/YqbZPJ9qmXq/9vXat1qPW6wUymbHPy2aBoSGgqQlYt278dt8brsIzO5cimTHAbkihwhaBzZCCJ+xCm68BFn0GvaFSjCRsB31eDkWyLKOqqgo1NTXo7++Hz+djiE1EREREh6TBwUHodDqUlZVN+TmuFhdKjyhFqC80LpxTVRWhvhBKjyiFq2X2elhOpXevklSgZrKzVtOhzm63Y8GCBUin0+jo6EAqNXs9p4mIiGhiHO6YiIjmBK/XC5vNBqfTOS3b6+jQAti6Oi2cHRjQfu7v1+aRTaWArVu1ZaedNrXhj/fc5u4MBuCYY4CXXwZ27tR6zNpsWg/aoSFt3tqrr9ZCXQCQDEbAZIFIJvCGpwGRlBlL3B7o3t+uxZCBWR+CL+qEN+xEqTWGpPJ+eG0vmpaexocap9MJs9mM3t5e9PT0oL6+nvPUEhEREdEhIxaLYWRkBAsWLNiv9oAsy1i8YTHCfWEMbx0eM/9rqC8Ea6kVizcsntXPzrv37jW7xs+TmuvdKzlLAM+B7UNycFjfPeVGIhoYGMjPU2u1WgtdFhER0WGL31wSEVHBjY6OIhaLobq6Ov9lg6oCO3YAmzdrf+/vaEyhkDb8sMOhBbSvvw50d2vLVVXr9aqqWmj7wgtTG/54921OZOVKbb7bujpt3dz+Fi8GvvMd4MILMebYdrg+iB0jFRiMFqHEGkNaHduDWJIAlzkOb8QFRcgw6zOAJEFqPWX/TsZhJDdPraqq8Hg87FFLRERERIeEbDYLj8eDiooKmEz7PyxxVWsVVl+zGpWtlYj74/C/50fcH0dlayVWX7MaVa1VM1D15Kbau9d8ypr9n48WAKwOoGnJNFV7aJEkCVVVVSgvL0dPTw/S6YmHwSYiIqKZx560RERUULFYDF6vF3V1ddC/3820rU0bVnjbNi0UNZu18HMqvV1znE7teeGwtp14HPk5XW02bQhiIbQ/2SwwPKztc9my8b1k99xmJKINcbynSARYuBC45RYt/PX5tB6169bt6kG7+7FJiXVYGsugK1gGhymOYMIKsyM0Zsolo15BIGFDhS2MEksMgARp5alTOwmHKZ1Oh7q6OuzcuRPRaBSOyVJ1IiIiIqJ5QFVV9Pb2wmQyobS09IC3U9VahYplFQh2BJEKpWBymuBqcRVk9Jmp9u7VuauQbVwC9GybelgryZCOWQdJx68996a0tBTJZBI+nw8NDQ2FLoeIiOiwxE8rRERUMIqioLe3FxUVFfkgra1N69UaCGg9Uh0OLfxsawP6+oBrrplaUNvSogW7L74I+P2AyQSMjgLG96c8SqUAux0oLdX2VV+vBacdHVrQurdttrVpge3u32WoqlZfa6u2zpIJbtre/dhqawFFKYKvqwm9owbYjSmYjRn4wk64rHGYdBmksgYMRIrgNCWxqqYHkgRIJ57DYbumwGAwoKysDIODg7DZbBz2mIiIiIjmrcHBQWSzWTQ0NBz0tCeyLKN04YEHvdMp17u3fWM7AtsCCPeHoTfrUdlaicUbFud798qnnw/1N3cAWQFgHyPlSDLgKIZ07Adm/gAOAeXl5di+fTtisRhsNluhyyEiIjrsMKQlIqKC8fl8sNlsKCkpAaAFnRs3aiHm0qW7QlCXSwtFt27dd2/XHFnWet5u2QKMjADFxVqPWZ1O61VrMGgBrdkMRKNaT9dYTBueeF/b7OvTatk9RO7r07a3YcPEte1+bGVlwNtvAx4PEAy2wqaOQhIqaopG0OAMQonpYNQp0MsqLPoMTm3ajiVuH0TrGnTWfhShzdr5aGnZ93k4nJWWliIcDqOrqwv19fUwGAz7fhIRERER0RwSjUYxEhhBUaoIwY5gwXq+zpSp9O6Vqhohf/yLUP/0U0DNTt6jVpIBuxPyxV+DZLXP0hHMbwaDAZWVlejp6UF1dTWKi4sLXRIREdFhhSEtEREVRCwWQyQSwcKFC/N3g3d0aL1Z6+rGh4+yrC3fV2/X3bW2ApdfDnR2akFsJqMtz/WgtduBREILbhVFC2ydzn1v85prdg1Z3N+vPa+1de/DMeeOzWzW5tkdHdVqEkKHqOQC0nH0hspg0ilwmJJoLvGj2BxHnTOINStHsGPJVfjD5mOx7ffSAQ8BfbiRZRlNTU3w+Xzo6OhAQ0MDLBZLocsiIiIiIpoSb5sXg+FB+P/tx+t/fh1GuxFVx1RhyYYlsz6H7EyaSu9eacHRkD97A9QX/w9o3wJAaKEsoAW3BhOk1pMgnXwuJPs+GnU0RmlpKQwGA/r7+5FOp+F2uw+6xzYRERFNDUNaIiKadUII+Hw+uN3uMb0bQyFtDtrJphB1OLRQdG+9Xff0oQ9pvWlfeAGwWLTnlpVp/1ZVbc7aigrt75Urtd6p+9LaqvXm7ejQtjeVXq2hkBYIBwJaT171/Zu/bTZAkmSMKnZ4IzYMxRww6rJ4uS+LpooQLrlYYPScGtx1t3TQQ0AfjmRZRnV1Nfx+P7q6unh3OBERERHNC54tHmx5ZAsqT6vEO/e9AwCQJAkjO0cw2DaItbetPaSC2qmQKuqgO/9qiMgoRPsbQDQEyDqguAzSklWQjOZClzhvFRUVobm5GT09PUilUqiuroZOpyt0WURERIc8hrRERDSrcgGtqgoEg6Xo6dkVcjqdWg/RSEQb4nhPkcjee7uq6sTB6ZIlwBNPaAFpIqFtx2LRtmW3az1p3e7JhyqeiCxPrTdvjtOp9dYdHBw7P64kaaFtLAYAEhTVCBVAQgHe6rPj5ruBlS9r6zU0aMcoywc2BPThSpIkuN1umEwmeDwexGIxVFVVHVLDxBERERHRocO7xYvn//t5HPm1I7Hl1i1IBpIw2o0wOoxQMyp8b/qw+Websf7e9YflZ1qJc87OCLPZjJaWFvT19aGjowN1dXUciYiIiGiGMaQlIqJZNTw8jEAgjCefbMabb8pjhu79yEe0v9vatN6ioRCQTmthptOp9RptbZ24t2tb264hiHff5pIlwNNPa883GAC/X5ujNhIBUimtZ+qaNTM/bHBLC1BTA7zxhhbSqqoWDguh1SLErnVznYstFq2H7wsvANXVWi9inU7rCXzEEUBl5f4PAX04KyoqgtlsRm9vL4aGhlBZWVnokoiIiIiIxvC1+fDqT1/F4i8vRvuv2hF8Owi9WY9MLINsOgt7pR3ZTBa9L/YisCMA9xHuQpdMhxC9Xo/GxkYMDQ2ht7cXCxYsYI9aIiKiGcSQloiIZk0oFMLgoB8PPtiMbduMEw7de8YZwJtvAo8+Oja4lCQtcJ2ot2tbG3DXXRg3HPCWLVoPWqcTOPlkbd2REWB4WHs8EABWrABuugnQz/D/iLIMrF8PPPMMEAxqIW0mo4XQublyc8eZO25Z1v4oilZvba227sCAFmCvXq0Ftvs7BPThzGg0ora2Fp2dnZBlmfMtEREREdGcoaoqtv1lG+o+XgfP0x54/uKBbJABGZB0EpS4guRIEuYyM+JDcQy/O8yQlqadJEkoLy9HMplEV1cXGhoaxkxTRERERNPn8BsThYiICiKZTMLj8eCVV2qxbZsZS5dqQ/bq9drfS5dqoemmTdr6e+Zmk+Voqqr1oA0EMG6bNTXA0JA2nDCg/fudd4B33wW6u7Vg8/nngb/+daaOeqwPfUgLoa1WrUdsNKr1+t2dELuC20hk19y1uUDXYtGGZk4ktB604fDeh4DeF1UFduwANm/W/s7t71BmNpvR3NyMYDCI/v5+ZLPZQpdERERERISRnSMwLjYiG8/inbvfGfOYJEnQmXTIJDLIJt///Com2AjRNJAkCXV1dTCbzejo6EA816gmIiKiacWetERENOOy2Sz6+vogSSXYtKkIdXXje8PKstZT9IUXgIoK4GMf0+ZtzQ13XFysBax7zr/a0aGFlRNtU1G0oYWjUS2A3LZNCzeLirRtJpOA1wvcf7823+tMDnecO8arr9aGWX7nHcDj0cLliQgxtodtNqsdT247RUVaj+D2dq2X8ERDQO/LZENEz9TQz5PNGVwInG+JiIiIiOaaUCwEc5UZ3oe90Bl0yCQzMOqN+ZFfJFmCyAokQ0lYSixwH8VetDRzZFlGTU0NAoEAurq6UF5ejrKyMo5ERERENI0Y0hIR0Yzzer3Q6/UIhSqQTGrDEU8kk9GGAj7ySK2naWnp2Mf3nH9VVYG339aG/y0q0n7ePfQzGrXgMZHQQtpEQuuFmltHloGSEiAWGx/+zpTWVuDaa7XhnH/72/E9hGVZW6aqu4Y91um0YwmFtPlqc3PaBoPAokUTDwG9L5MNEZ0bdvqaa6Y3qJ3tQHgqcvMt+f1+dHZ2wu12c/hjIiIiIiqIeDyOpCEJ76NeQAGK6ooQ3BlEJpaB3qyHpJOQTWehZBTozDrUn1SP0oWle92mqqoIdgSRCqVgcprganFBLtRdkjPgUD++uUCSJJSVlcFms6Gvrw+RSAS1tbUwGo2FLo2IiOiQwJCWiIhmVCwWQyQSwcKFC6EoEsxmLQx0ucavOzqq/T3RY4AWJObmX82Ffps3A++9B3R2aj1wly8Hqqp2bcfh0OahzQWyuTa7qmpDBVdWanPd7h7+zoaREa13bFGRFrbmeskKodW4+3y8Op3Wy7i0VAtVc8Mgl5UBl122/yHnnkNE586Jy6X1cN26dXpD69kOhPeHJElwu92w2+3o7+9HOBxGbW0tzGZzYQoiIiIiosOOEAI+nw9l7jIMFQ1hoG0AlSsqkYlmEPfHoSQVCAioaRV6kx5Vx1bhmKuP2Wsg6WvzoX1jOwLbAlCSCvRmPUqPKMXiDYtR1Vo1i0c3Mw7145trLBYLWlpaMDg4iJ07d6KyshIul4s3uBIRER0khrRERDRjstksPB4P3G43DAYDWlq03pNtbVoYuPt3CqoK+P3asMb6Sf53ikS0HpgeD/DEE1qoGotpwwePjmrP7+nRhv896ijtOVartq9QSNu2qmrrh8Pa/K5HHKEFpR6Pts5MywWWO3dqvWNdLiCbVWEyqIhEJWTV3DDHOgDauTAatR6zRx2lBbrJpDan7skna/Pc7q+9DREty+N7LB+M2Q6ED1TuS4ehoSF0dHTA7XajrKyMd+ITERER0YwLBAJQFAVutxuLNyxGuC+MuD+OyhWVCHlCiPRFkI6mYXQZseCcBVj9+dV7DSJ9bT68ftfriAficNY5YXQYkY6kMdA2gHBfGKuv2fvz5yQhACUNKGlEh2PoeXY7Bt8aQFHtIXJ884BOp0N1dTWKiorg8XgQCoVQXV0Nk8lU6NKIiIjmLYa0REQ0I4QQ8Hq9MBgMKCsrA6CFcBs2aL0nt24d26uyr0+bF3bRIq23bHHx+BC3r0/rKbtlixYger27eqSq74eb6TSwaZMWbqZSQHOzFmT+7GfaHK56vRbOVlZqAW1lpRZ8ms1aaDiTdg8sjzxSC5WrqzKoqVShk1X4AzIyGa2WwIgKj08Pk0mCXg/Y7buGcw4EgMZG4LzzDizYDIWw12Gnd++xfLBmMxA+WLIso7KyEkVFRfB6vQiFQqipqYHVai1sYURERER0yIrH4xgcHERTUxNkWUZVaxVWX7M630vUVmqDxWmBo8aBResXYdGHFu31RkJVVdG+sR3xQBzupe78umaXGUanEcNbh9G+sR0Vyyrmzw2JahaIBQE1CwHAageOv3wxln2sCW891otEMD2/j2+esdvtWLBgQb5XLeeqJSIiOnAMaYmIaEaMjo4iGo1iwYIFYxprra3a8La5+Un7+7VQsrVVC3ABrafpRCFuaSmwahXw0ENawDk4qK0vxK65XbNZrVftCy8AV12lhaHvvqvN5RoMatuzWrVAsLJyV/jb2gq0tMzsOdk9sHQ6gcULMzDqM+ju1WE4oIfRAEgAaioVlLtVLFumYnDYBJ1OC6Dfe2/suTrQIYKdTux12Olcj+XpCK1nMxCeLlarFS0tLfD7/eju7kZtbS2KiooKXRYRERERHWKy2Sz6+vpQUVEx5sbAqtYqVCyrOKD5VoMdQQS2BeCsc45bX5ZlOOucCGwLINgR3OectnOCEEB0BBAqAK29JOm0xp+5yIgVH2/Ea7/eiWxGnZ/HN0/letUWFxejv78fyWQSNTU1DMaJiIj2E0NaIiKadul0Gj6fD3V1dTAYDOMeb23Vhrft6NDCOadTC0hz7bm9hbiKovUkHRzUAlZV1YLZXFCbm8vV79fCxqef1tZftgx45x1tmd8PvP66FuAmk1r4mwuId+yYuKbJiPAIxIgPGB2GGB0GMintAb0eUlEpUFwOyVUOuCoRCkn5wFKWgeaGFJ55zohAUIaaBRISIEGgu0+HslKB1mUZlJQacPXnZTgc+1fX3uxr2OnpDK1nMxCeTrm5ak0mE/r7+1FRUYHSUn7JQ0RERETTx+fzwWg0Tvg5U5blAwoZU6EUlKQCo8M44eNGhxHh/jBSodR+b/tAiUwKGPZAhIYhgkNAIqL1jpV0gNUOqdgNqbgcKKuBZDSPfXImmQ9o9yTrJJjsehTXmhHoigMA9DY94tvi6H+1HwCmHG7TgbFarWhubkZPTw96enpQX18PnU5X6LKIiIjmDYa0REQ0rYQQ8Hg8cDqdcEzWfRJaMDjZ8LZ7C3F37NCC1URCWzc31LEQ2uOStCu8/fWvteGRTzlFe8zh0IJfv18b+njrVuD883cFtLfdpj2eTGrB4RFHTNxjVWQVCG8HROd/gNFhbeHuCXFuvUgQ6N8BAQAWB9ymVjgsixGJGJBVsujv0UGWgdrqLGIxGaMhCfGEhExWQG8QKHYKXPGJDJYu1+b4UVXtnGzZcnBh7b6Gnc6F1tPxXcZsBsIzoaioCA0NDejt7UUymURVVRW/5CEiIiKigxYKhRAOh7Fw4cJpHSbW5DRBb9YjHdGGAN5TOpKG3qyHyTnz84iKkB+iaytE37b3Q9nxbSbERiH8HgghAEkGahdCbloKyVWhPZ5JQQgx+TkSQHG1BT2vDgEABt4aQGwghrf+5y3seHIHSo8oxeINizlH7QzS6/VobGxEf38/Ojo6UF9fD7N5/LVHRERE4zGkJSKiaZObh1ZRFNTX1x/UtiYLcVtagJoarSests9dAW2uvS/LWngbj2tDHOdUVgLl5doyvx+IxYCLLtIC37vu0nrc7h5YtrVpIeI11+wKakXAB3XLP4B4BNpgW9hVyPgTsuvfiQhq4i/ivAX9+L/3VqLdUwaRldFQl4XRCKRSKkaCEhwOAYdNwF2morxMwG7TttHWtqt38b5C5KnY17DTBzqU8p6mGghLkQDUwR4AEqSqRkiOCbrdFojNZkNLSwv6+vrQ1dWFuro6GI0T90wgIiIiItqXeDwOj8eDmpqaCUceOhiuFhdKjyjFQNsAjE7jmBsMVVVFqC+EytZKuFpm7vO2yKSgbn0Z6G0fG8xO1GbafblQgf7tUPu2ATULIC87ddJetDmSLEHSAZ5/eyCyAvGhOIrqi1C5qhJKTMFA2wDCfWGsvmb1vA9qhZIG+nZApBKQikqAqkZI0ty4gVSn06G+vh5DQ0Po7OzMD4VMREREe8eQloiIpoUQAgMDA4hGo2hqapqxIY5kGbjwQuCvf9VCVknaFdDm2vaSBOQytGhUC2VzI4jJsvZvp1Ob4zUU0rYVCABLl+7q6elyaets3aoFmUcvzUJq/xdEx1vYFc5O8iXDJCQJOKZ5ED2+bXjvXUDYiqF/f77ZWFyC1QbUVAoYTQKZjIxgSCAY0mO0bd8h8pFHanP1dncDjY1a+LyvHHFfw05Pl70Fwuetj2Pp4KNQN2/Pry8AoPFIyKd8FJLJMr3FHCCj0Yimpib4fD50dHSgrq4Odru90GURERER0TyTSCTQ3d2NiooKOGdgzg9ZlrF4w2KE+8IY3joMZ50TRocR6Ugaob4QrKVWLN6weMZGhxHDHqhvPAOk3h/6aLJgdtINvL++twPqcD8yi9fC6LRCmqR5qSoqvG8OIdgVhE6vg6PGgYrlFUhH0sims7BX2RHxRNC+sR0Vyyrm5ag4QgiId/4F8caz+el1BADYnZBP2QCpZm4MSyRJUn5+5b6+PsTjcVRWVs7Lc05ERDRbJCH299MSERHRWEII+Hw+RCIRNDU1TXsvw9wwv7kgsakJWL8eeOaZscMc5/4AgM2mhZ/FxcBZZwFVe9w0netN+9nPAr/6FVBWNnbO1GwW6OnR5r7NKlk8cN2zqMHOaTmeLTvL8L1HV6BjtAJWhwlGo7Y/nW7XdxJKBliyJIuvfcuKhx7SAtndQ+TcefnPf7Tj6OzUzo8Q2nbcbuDqq4Hrr5+WkqfFnq9jc0MG+MvPtCGj9/w4IklAWTXkD10BSZ5bcxoFg0H4fD5UVlaipKSk0OUQERER0TwRj8fR3d2N8vJylJWVzcg+FEVB96ZueP7lgX+7H9lUFmpahd6sn/Ghf4W3A+rmp99PEKfn60ZhskBefRYkSYIkjx3yWAgBoQrcc8IfEOqOoqSlBKWLS5HwJxD3x6FmVcg6GQabAZYSC86555wDmue30NStr0D8628TPKI1gOVzPwup4uBGsppu6XQavb29+R62nKeWiIhoYuxJS0REB83v948JaFVVmzv23Xe17O2oo7Shi/fnBtpcoPfvfwOvvgoMDQGp1K5hfi+5ROuV2durrZ8LamVZW8fhABRF245eP37bublQi4u14YN3nz73nXeAzZuB0VEgm1VR6YzgR78qw6fWBdHaHDioc+UbsWKbx4m0IkGXjmHEb4DJKsNo1MLVZFJCMgmMjMro6NFjyTLtOOvqxp+/oSHgzTcBj0f7Wa/Xes/q9YDPB9x+u7Z8rgS1uw9hrapA76Z3gI4EkhkXLIYMLEYFJbaENiKaKjDSNYLBv++AeeHiGenhe6BcLheMRiN6enpgMplgs9kKXRIRERERzXGZTAY9PT0zGtC+/Ye3sfm+zRjtGkU2nYVkkGCvsGPJeUtw1AVHwdXimrketIM97we009wXJJWAaP83sPhYqIqATq/Vn1VUyLKEJ7/+EkZ7IjCYDShZXIJgRxBKQoGpyATZKENNq0gGk4gORuF53TPvQlqRSUNsfnayRwEA6r+fge7cz85eUVOQG4mot7cXPp8PtbW1hS6JiIhoTmJIS0REByUej2NoaCgf0La1AT/7GfDii1rICWg9VE86SevZOZW5TtvagMceA557Dti5Uwv06uu1nqSKAmzapA1DfPnl2jDAo6OAwaAFlGaz9rfTqS3LZrUQU6+feC5Um017TiSi1fnOO8Dzz2uBsNUKVBeH4DTE8G5fCe7+v6PxpXPfHhPUqirQ4StCOGFCkSWFlqrwpGGib8SKP7y4AO/2uhBPGZDJ6hAJZ+AZMMNkluFyCRgNgHdQRjwuQa+X8YMfAAsWaL2HdzcwALz8shbGAoDJpB1jNqudo6IiIBwG7rsP+MpX9j308WzKza+baEtjZGQdQnGtOHdRDMtqB7GqwYOBsBPdgWIMvBxFh+7g5t+dCTabDcXFxRgdHWVIS0RERER7JYRAX18fHA7HjAa0m27ahHQ4DWu5FQabAZlYBpG+CNp+0wZXs2vGAkqRiM1MQAttohkx1A8lHEbHUAPqT6iFJEnofW0AbzzYjr5/+SBBgmSQEOoNQUkosLgt+TBatsgwCRMyvgz6/tWHpZ9YOr+G3+3bDijpyR8XAhjohohHIFkdk69XADqdDpWVlfk5aufVeSciIpolDGmJiOiAKYqCvr6+/LwzbW3ALbdovTtlGaio0NYbGQGefFILFL/znb0HbVu2AF//OrB9uxYyKooWtm7fDnR1aT1fZVnrZev3a3Od/v732r/NZsBu1/5Yrdr8qmecoc09u+dcqLnAT1W1ALCtTXve5s1aQOtyARZDCmWWKMqKEmiqCGFrbyn+/FojljUGIMtAW6f2c7vHhWRaB7Mxi8U1QXz4uO5xPW6FAJ59qwavby+HzaSgpjSGdEaHQMQEg5RGMGiGf8Swx/nVwthAQAthTzhBW66q2vH4/dq/JUkLaHO9iRVFIKsI2O0ShoclPPQQ8JnPTMtLftDa2oAf/Ui7RqpQjHQaiCTMGInZoELCP95tgdWo4NimPqw5ohdFpQGE1LHz786VoNZqtSIQOLie1URERER06BsaGkI2m0V1dXV+maqqCHYEkQqlYHKaDqqXq6Io2HzfZqTDaThbnNDpdFBVFTqjDpYKC6LeKF7/6etYcv4S6PccZuggCSGgtm0Cssq0bnd3kgTI8RAs3i24+9iXoDfrAQEoSQVCCNgr7RBZgUhfBEU1RfnzKIRAOp5Gwp+ApdSC6EAUwY5gPqzOzQAnSdKk+y40kYpPbcVUHJhjIS0AmM1mSJKEdDoNs9lc6HKIiIjmHIa0RER0QIQQ8Hg8MJvNKC0thapqvSPb27VAsbx81/C0Fos2NG97u9ZDdtky7bE95ygNhYArr9TWE0ILKXM9QJNJIBbTGugLFwLRqDakclkZcNNNWq/St94C0mlt2apVwDHHADU1wIoV2jYiEW0/ew6du3KlFhr+/e9aoGyxaD1SS+2jMBsVVLri0OmA+rII2j0udPiKEEsZcPf/HQ1/2Iz6sggclgwiCQPe6HCje8iBT5+2DQurwzAbFJQ4UgiETfjXtkooiowY9AjHTUgpOmSzMgAJNnMa4YQEQJurR5a1cyCENrfuCy9oIfJRR2lhdX//rhvVc+EsAEiSQHNDGmYT4HBk8dobZnR3z+wdy3u+jpMNTayqwHe/q/WEjkaBfn0NVCFBJ6soL4rAIAskMwb4Rh14vbMOiysDcDlscNm07W7dql1jueun0GRZhqqqhS6DiIiIiOawaDQKv9+PlpaWfHjoa/OhfWM7AtsCUJLKQc8X272pG6Ndo7CWW6HT6ZCOpJEIJJBJZLQQVVEx+J9BbPnlFqy+evX0HqCvExjqnd5tTkDWSahfYsCyNSa0PZuABAl6ix5FdUWoWF6Bof8MIewJIxlOQpIlZDNZxIfjSEVS2ny2OglDbw/lhzwWyRgQ8QOQIIrKIJmsM34MB0Kyu/Y9u68kA9ai2Shnv0mSBEmS2G4iIiKaBENaIiLabyIZg9/vRyIeR0tTIyRJws6dWi9UVdUCtd1DNFneFcK+8YYW6MViWuC2bZsWwCYSQE+PNsesTqeFs+Gw1qs1mdS2odcD8bi2rKhI+3twEPjzn7UAU6/XnhuJaKHm669rgWtuHtsNG3bNiQrsGnZ32zbtOUNDWh2yDFiNKTSUhVDpisNuyQAAHJYMPCN2jMZM+Nsb9RgOmbGwahQqZKSzMortachSGC+3V+H2P67E2mU+lNhTaCiPwGJU0DtsRyYjQ4UEmzmDimIFkbgRw2ETdEJABqBCC1z3bMMqihYi9/VpQfLAwNh1ciGtw66iuEhFPC4jmwVcxSoaG2cu0dz9HCaTY8/1nj1ef/IT4KmntGMRAoin9TAbFAgVGInZUGqLI6noUVEUQTBhwYs763FcgxuA9prU1Wn76egY+zoWSiKRgMViKXQZRERERDQHCSWDTDSMfu8gKstKYDKZAGgB7et3vY54IA5nnRNGhxHpSBoDbQMI94Wx+prV+x3UxnwxZNNZGGwGpCNpRHwRqBkVOpMOkAGRFMiEM2j7VRtqj6tF9crqfW90itSdb+H9QYmnbZuTEQI48QI7osZqSEKGucwMa6kV6VAa9ko79FY9sqksEv4E4v44VFWFyWGCqciEbDaLxEgC7zzyDtxHuVFZl81tFYgFgTka0qKmReshG49M/LgkA41HQjLNzXZJOp1GNpvNX/9EREQ0FkNaIiKaEpFVIPp3QHS8hWgmi6Gqo9DQ3wap/Vn0G5egbWAphofLAUgTzn+aa5NFIlqo+sILWlC7eLEWsD73nDYccjqtrRsKab1Zc1RVG/Y4k9kVpCqK9pw33tBC3eJi7U8opK1TUgIcf7w27+zuw+UuWwb85S/A/fdrNSxZos35arMBT78/ldLyJj+aqsLQSbu+bIgkDDAbsxiNGvBmVxmEANo9JciqEnSygFCBwZAV4bgRI1EzynqSqHdHMTRqgSypGBy1wGpS4LKnoAoZsqTCYU0jGDMhmdZBkgWgCgiRG24rC7MJ0MlAOqOF0tu26VBcrAXSRqM2H282q50XgwFQMkBWlSAEMDSsQ0W5wEUXzcQVoZ3Tu+7ShmOuq9s15+9EQxMrCvC732l1OhxaAJ9WDLAaFViNGSTSBoTiZggABr2AzZjGu95qWD0laGnRtuFwaD2IQ6GZOZ79FYlEZmxOMSIiIiKan8ToENTOt6H270Bv9TLYUlE4tz0L1V4MNC3DjieGEQ/E4V7qzvesNbvMMDqNGN46jPaN7ahYVrFfQx/bqmzQGXVIR9NIh9JQMyr0Vj1ERiATy0BJKRBZgZGuETx13VM448dnoGZlzcEfazgABAcOejtTJUlAkUNByyoHwjEtlBRChb1UxtEfOUprn/2tD10veJFVsjBYDUjH0oj741BSWo/lobeHsPm+zVh/xypIeL/BKetm7Rj2lyTLkE/5KNSnf6ct2H3eX0kGTGbIq88oTHFTEIlEYLPZoNPN3XNMRERUSAxpiYhon0RwCOqrfwZSCaSMVnhqV6FqcBtGfVls6azHu31GBMJ9MERVBALlMBh0cLm0npXZrNa7FdBCRq8X+NnPtDDP5dJCu8pKLSwtLdWWxyeZdieT2TVM8tDQrnUzGW0f4bC2XJaBBQu0oHbrVuDoo4GqKsDjAe67T5sr99FHtXCxpEQLEI84QlvvP/8BBgcFjGp8TECrqkCv34FVLcNQVB36huwotqfgtKWh16mIxI14r78EKUVGZXEMibQBBp1AIGJB0pSBABCOGxBN6hFJGCGEVqdOzkIvZ5FWDNDuPlcB6KDXZ2G3Cuj0WmiZSgHJlIziogxOP92ArVu1sNJm0wLRZFKrMZvVoX2HgMEAOGwC/+8T+glD84OVG946EACWLt3Vc9rlmnho4k2btEDdbNa+XNG+W5ARSpohIMOoSyOR0cNsyCKl6BBKWTGasGNJbNf8UJGI9nync/qPZ39lMhkkk0k4HHNv3iciIiIimn0im4X65rNA3zYISYK34khIQkXV0HZIABAdhXj7n1i9REKbUok4xoawsizDWedEYFtgzLypU9G4rhHFTcUYemcIQgjoTVpAm4qmoCoq1KwKg90AW6UNIztG8OLtL2LNTWtQsazioObFFf07dv9wPytUFSi1jWA0VAU1o2DVx2tQ0mDPl1C33Intx7rw9G1bkAgkkE1rQazBaoCl1AIloaDj6Q50bliElhPfP8e24lmr/0BIdYsgn3Mp1H8/Awz1vb9QAhoWQz7uLEgOV2EL3ItoNMo2ExER0V4wpCUior0SwSGoLz4KqFkosh59VUfDFepHvDeKP7y0EO/2lUBVteGtTPo0HHIEXV0OBAI6ZLO72uuZjBaGut1aj8/qai288/m0YY5TKa0XbG59SdIe3703LQCoqgqjnIZkABQTkEnpIYQOdruEbFbbB6D1uDSZtGGBh4cB6/ujV73xBlBfr/XYzdUwMKAFnqtXa/PYvvRCBtu9xSi2p1DmSCKSMKDX74DbmcSHVndj8043hCTBbMjCqFchBDAaMyKtSNDrVIQTRpgNKoqsabjsKfiCNigKkMrokFVlCDUNizkLQCCe1EOSBPQ6IKvkjjILh11AAqBmgZQKJJIydDoBk1HFSCCLFSt0eP117Ty53VpYmk5rf2RZj/Jy4Mqrgeuvn5nroqNDG3q4rm78/LATDU3s82lfqNjtWniu1+eGPdYhkrJAqEZIAJKKCn/cDr1eB4NBC6G1110Lo1tbke9ZW0ixWAxms5l3hBMRERERhKpCfe2vwGAPAMDvakDS7EBj3xuQdhsGWAKg1wkcs8KHt3caEYzYx2zH6DAi3B9GKpTa6/5UVR0Xrh5z9TF45uvPIDYUg2SXUNpsxYKTa2Ew6xDyJtD3dhQ6ixEiIxAfjmPzfZu10HbbyAHPiyuCg7Ma0AJaW8NhS8D/nh/HX74ArjqtwSDturcTC9dVw9sWwCs/3Qq9WQ+j1QhLqQVGhxFZJYtQVwjvPrYNzWecu1+hdCFJVU3QffhKiGgISMUBmxOSeY4O0fw+IQRisRjKy8sLXQoREdGcxZCWiIgmJZQM1Ff+DKhZCAF4qpfClI6hzN+Fh/6zCK9tr4BBVmGzZmA1ZNBSpSIQNsMfscDv3zUsbzyuBXMGA9DYqIWiFou2PJnUAkZFGTuMrRDjA1qdnIXVosJmTsMfN8CoA4ocWbhL0kgqRoyG9flgNxjUAj6dTpu/Vq8Hurq0/S1YoDXuzWbtcZNJC3K3bQNOOQUokYPo60hgKGSBP2yB2ZjFqpZhfPi4btSVRfFqeyWaK0Lo8ztgM2cQSRgxELQireggqypCURNqy6Iw6FRIEuCyJdHWVQadLGA2ZhBLGhFJSJBkAYOchU4nUF0agT9sQSRugsGoDZ+czUqQdAJqFoAEFNlVpNMSBn0KzBYdmpqA7du149XrtT9WK3DkkcAPfqCFzjMlFNLO5WQ3Re85NHFVlTY8s8mkvdaZzK51tbl1dVo/YkkHCdo6LhdQU6O9ln19Wk/rDRvGh8KFEI/HYcslyERERER0WBPb/p0PaMN2N0aK69DQvwX6bGbcupKstXWOaunF61sXvj+ijiYdSUNv1sPknHz+Tl+bD+0b2xHYFhgXrh7/1ePR9st/49zvHo26FSXIKiogAFknQc0KvPmYF6//Tw8MdgM6nu6Aq9kF9xL3Ac2LK4QARocO8IwdnOIyFWtuPAkVtcqYcDZPAlZdvBBb/9ILo9UInVmXD2NFRsDgMCDiiex3j+W5QLI7AfscGFpoCpLJJADAbDYXuBIiIqK5iyEtERFNSvTvANIJCAAD5YuQ1elR530bIxEznmmrRc+QA7IkIMuA3ZxGsS2N8uI4gjEzPAE9olEddDotnMv98Xq1YHRkRBuaOJPRwtJIRAv9JqPXKXDYszDoAFdRFoGgAXqDQDINKFmgzh2H32+DoujeD/20XqUWixYO58iytm+dbtfjsqwFuX6/FgguqI1gqcuL4xYOQKeTUGRJoaUqDFkGPAEbMlkZJy4ZwN/eMGGHrxiptA7JjB6SBGQyOhgMWVhMCjoHnWipDEGSBEYiJuh1AgadiprSKOIpPdJZHbJZCQ5zGlazgkZ3FK+0V+WDSkkSgApksxLMJgG7Q4XIShgNSejcpNUeCmkhp8sFrFkDlJVp4ejPfqad79ycsNPN6dz1urkmGF1rz6GJ163T5v1tb9eGtw4GtXA5kRj7PIdj17DWjY3Ajh3adlpbtYB2po5nf8Xjcbjd7kKXQUREREQFJrIKRMdbAICEyQ5vxWLUDLwLczo26XMkCZAhUFkWRO+A1stQVVWE+kKobK2Eq2Xi4Ws9Wzx48fYXER+Ow1nnRMkRJVBiyq5w9Usr0foBE0xmLbnU6Xfd3aiTJRzz/2qht+jwxh89UBIKHPUOqKqK2HAMOqMOZUeVwf+Of2rz4qaTgDI+hJ4NklBRucgKJMITPy5JcFRYYC42Q6ffNfKNqqpIhVOwV9gh6+V99limgxOPx2GxWCBNmKQTERERwJCWiIgmIYSA6GgDAASdNYjY3Gjq2wxJzeJ/Nh2Jp9oaoGZlGAwq9HIWNpMCvzmNeMoIpyWJkMUE2aiDJGnzzabTWggbDgMmUxY2swKbWYXZIRCO6ZDN6gFMNnSsiip3BjodICAhk5WRVSW4XQpKilX4R/To9hhQ5FAQiuzaRq7HZm7Y5XRaC2NVVetxqtWiBYIm066geCCow2kLojh2kX/cndlmgwKTQYXTmsT6Y3rwxL+a0B11aMGwAEzGLEocKdSVRRBPGTEwaoXdlEYgYkZZURIOSxpZIaPCkoBJn0VWSPCHrVBVGRet2Y7BkA3bvCWIJfB+wC1Q4c7CZlUx7NfDalGRVSQoinY8gHY8QmhDCZeUaMNG7zkn7HRradHm8W1r04LY3fcx0dDEej1w9dXATTdpPanLy7Vw1+fTelILob0mVqsW5l51FXDssVoI7XRq25kLPWgB7cudZDIJi8VS6FKIiIiIqMCEZyeQSSGjM6K/6miUjfTAEQvs83mSBFSXjqCnvxSpSAahvhCspVYs3rAYsixrPVXjIYiRASCTRCIq0HZPOzyvemGwG5DwJxDqC6HsiDK4l7oxvHUYqZ5+mJdZJu5d+r7l51bizT/2QjbI8L/tRyaegZpVIetkWMussFfZpzYv7q65WgpjL8MsCyEQHUwg6ovCVmaDbJShprWA1mAxoKimCJIk7bXHMh28RCIBq3VuD8lMRERUaAxpiYhoYskYEA4gZinGUFkL6j1t8A/p8MirS3Hvk8sRiZlhNaegl1TodAKRhAmhuAnJtAybSYHTmkJGb4bfv2ueWCEAWcpCLymIx2XYrVkYDArSaS3MFSKLPYNaoxGwWxWkMjJkBSh1KagoURCNyTAZBOy2LIaG9QjFdKh0Z6CT9chmtW3I7w8l5vVqvTENBi3wy2aB2lpt+OPh4V3BraoC3d3A2kVZrGgZH9ACQIkjhXp3BO39xagojuOI2lG0VIXQ57cjEDEhkTLAZMhCkgCLKYN+vw3BqAvxlB7RhAGxpBGKCuhlAatJgdWkQJJU+ENm3Pe3pRgOmZHOaPNVFTmyaKjNoqRYhXdQB0knYDAIhKIyMpnc/LNasGkyab1OKysnnhN2usmy1rO1r08LhOvqtF6wkcjkQxNfeKH29333aec+ndZel5NOAk4+GVi8WBsWed06LdSdqzKZDCRJgmH3LtpEREREdFgSvk4IyOivWgpbIojSYO+Un2syZZEdHkA8akFla2V+PlghBMRAFzDigdYyEDBB4Oyv1sLdYMB/nh6FmlIRG4ghFUqhZnUNnPVOVC407jWgBQAB4Ii1ZXj5/lB+TttciBkdiCIRTMBaZt13L9NC946UdYDZprVb9yRJ6PtPGHqTHulYGiIiIOtk2CvtcC10IeFP7LXHMk2PdDrNKWKIiIj2YQ5/BUpERAWVSiAr6+CtWIIK/06EvAqefKMBG/+1AGlFB7slCQEJSUUHKHrIUBFOGJBVZaQVCSWONAIBLRCVZeSHIDYaVKhCRiYrIRjSwx/UI5HSQlW9TkDJCmhfRGgURfspnpDhtGdhtQrs6DUhEpGRTEswGgSiSQmplIw+nzEfCAO75rQdGQHcbi3ATCa1YYKrq7Vl27ZpQW0wCLjLFHz4yHfwkQWvoKpYHVNHjiQBK5r9GBy1YofXhXhKh5qSGPQ6FYlUCfQ6oMQeRzKtRyhhRP+wHU6r1oNWQBs6OZ3VAULb1mjUiFBcj1DcgqGQBUICAB1SmSxGR/VIp3Woq1HQVK+gukLF9i4TAiO6/JyuRqN2fu32XcM1l5aOnxN2JrS2Atdco/XY3bZN29++hia+8ELg/POBTZu0XrTzIZTdUzabhU6n47BdRERERIcpVVUR7AgiFUqhdDSMYEk9hKxD5dD2CVoQe7fykiMhVTbC1eKCLMtQVRWRHb1wKJ7319B6jMo6bcvHnF+Boe40hnYmIZtkJIYT8G/zo/m0Opisk41MtIsEoLTZBp1eB7PbDDWlIhPPQNbJMJeZEfVGIVRt3tbJiP5OqP96GijkPYsGE2As0hqMythAWTLZUHJ0A2pPHEC4NwxLqQVmlxmyXkakPzKmxzLNHFVVodPt+5okIiI6nM2jr0SJiGhWyTKGyhbAlInDOerFq10N2DngRCKlQ5EljaRBh0DEAiUrIZPVAUJow+5CAqBHPKXmg8Rdbd8sJBkwGVUoig7hmNZg08mATidg1AvEkiqE2H3eICCjSNAbBMpKFFRXKNDJAjuTRviDem3YX0WCJAuYjSpi8V0NbYNBC2SzWS0EzM2BajJpAWlZmRZybn8vjQ/W/geX1v8RS/U7IUVKIUkrJzwtQgBGfRbLm/xQssA2rxOegA02i4JVC4cAAImUHtGkAbGUHhXFMRxVP4K3ut1IpnWIJAywmzPIZHUYiRgxHLIgmdFBQIJJp0CSc1/r6JBMZwFZgqpKWLxExp8eN2E0pPU6LirSjsdg0IZ09vu1Y80NgbznnLAzpbVVG1K5o2PqQxPr9cAHPzizdc0kRVH4ZQMRERHRYcrX5kP7xnYEtgWgJBWc/DEFoeX1aOzbAlmo+7290kVlkCpKx2x74XIFtgWmfDC7OzUrcMQpTi2klWWYikxI+BMI90cBuPe5PyEASBKEJBDpi0BJKBBCQJIk6C16qKo60b2q2r7f2Qz1qT8CfTu1nqzHngCpEFOAGM2QzNowuqKkCkgntD+QAJMVMJhQ1Srh+C8fn3+t4oNx6M36MT2WaeYIIZDJZKCfT3fjEhERFQD/pyQioglFskDYXo7m3tcRjJrRO+SA3ZxGVpUhywKqKkMnq8goeggBCFWGgNa4N+gVqOquln2uR6ssAya9CiUr56cQkqD1rgUkKFkJsgRkd5teSJYBvUFCXUUKpSUqslnAP6JHOCprQxQLQFEkGI0CGUWGKnbtNxdY2mxaqOn3a/O1rl2rzYPq8QAVOg+uKn0Eq13/QbVt5P2DD094Tnwj/z97/x0nR3be9/6fOlVdnbunpycnYDCIG7CzeZdckssoUTJNrSVbwUGyfWVLlsyfgmX7ytKVZVt6+TpfSrZky7KiLduitAySKYmkSC6X3MANwyWARRoAk2N3T+eudM7vj4OZwSziLoDFhvN+vYaD6a6uPlWAtFP9red5Urx4pofZtSxeIIjZkl09dYJQcM/EGtmUTqXr7RjlRpxq02Wiv8XZ1RzleoxGJ45SUK4niSTU2u6O9UolCIML002bTgeOnbQZGNFVsu22PpaBAf1zs6nD2UZDB9qOc+mZsDeTEDenpfIbVb1eJ5PJ3OplGIZhGIZhGK+zpaklnv34s7RKLfKjedy8S21fju7yLAm/8dp2msxetO97PzB4yYAWdEVttne7hFXEBVEtYv1khUZljHSXfcVOxJaA019aplPp6Gu3VAzhClSgaJfbCFeQHcwS1IOt16hmHfn4f0U9/8R2m2MZQa2KisexXseKVAVYhb7t47HOB7Pxi2efDk4O0n+4f6vqOZ6Pb1UsGzdXu91GKUXyVoT4hmEYhvEmYkJawzAM4yKdjs/swir2UoOzc0lqjRjlZpzudIdkPKTWcgkim660x4pvY6EQtgIFCkU+5dEJ3Iv2a6FDRFtJVMIiaNoIodsbuzFF27OIXnHzuWVBENrs3R2yURNMz8SRSiGVRdxVSE+AAj+w8BXAzgtu3wdbF/oyNgbd3fATPwHCUgRf/AzFFz9Bd7KBxQXJcBCgWk1IprZa2i6VU/zJC2NUGi6DhSbJeETbs1mtJlirZTm91MX+4QrJeISwFKVaCsdWLJaznFjoRqnzN6Rb4IXQ7Ljnq4632ztHSly4ii1RpCtVw1BX/g4M6KBWCPA8aLV0MKuUrqBdWrr0TFjj+oVhyMbGBnv27LnVSzEMwzAMwzBeR1JKjj9+nFapRe8dvQghyN6fJQwFvZWZ17A/aHYStM949B/euW+vY5GSCiEuXUlbXewQtkOEK/DrPkEjIN2XJnTzQJ3LlcJKqQhaIS/9wRxRJyLeFdePexJLWCS6E6hIEXbCrXbHanGG6Ff/KTTO38iqLrhiqVagr/9VH/v1UFIx85LHxEPXtr0QguK+4s1dlHGRUqlEV1eXGRFjGIZhGFdhQlrDMAxjh6kpSaMxy5EjeX7jV0fYneklZkvWawnGemoknJC27wCStWoKL7DB2p45K1D4gU2tfXFIG0mbZlvq2bOhhRDgOopICkKp0J9B7EwVYzEoFCw2Omni8SaxmNJtizsWQSjwAwuFRRToqtpLiSI9+3TPHlhdhXpNcffy76COPw6Xu7F3YQ72HgD05xAvnumh0nDZO1jdunk8kwy5Z2IdOD9ftplgtSqIxyQHhsscm+vi7EoOKSGX8hEWND2HUi15PqCFzQ9QbEudf+zSbXRTKR0yK6WraTdbOReLsLysw1jL0vN1H3748jNhjeuztrZGKpUyd4QbhmEYhmG8zVSmK5ROlMiP5hFCkJxI4g66lD9Xpjlqk06FWK/iBkkh4NjzDmtfeJb9H92/Y99L05Li0KU/shO2xdnnWwStgKgaEbQCuvd188hPP4KMx5l9cYGxyRxY7AjIZChRCv7g7z9H0NatjiI/omt/F0gQtkDEBfXF+uYYXNTCWaJf+icQeHCpVs4rSzCxX98V+zpREj7z8ye5p/wE7/7H737d3te4dp1Oh1qtxt69e2/1UgzDMAzjDc+EtIZhGMaWqSnJ/PwsQSD45V8epNOBoZTLalWwtJHm7GoO145oeTbtwCaK9PW7vpn6/AcAlmKjmUBeJmxse/qTCws9h1YIEJZEWOBFFmDhututint6dPXt0mqM6kaW8ZE2tiVZXXeIu5IoEnSkdT6gvfR7+j488wwcOaIrUU89/lXuaj2+FbYqBeVOlk4UI2EHdCfqWMtLsGcf2DblepzZtSyDheZFrcMsCw4Mb7DRTPCBu+ZIJSISsZAogt/884O0fUE26eOHNslYRNyJEJZkO4zW0azE2nFT+oVcV8+XXV+H/ft1SLu+rqtmbRtuvx2yWV1p+1M/Be9/v6mgvRmq1SqVSsVU0RqGYRiGYbwNeVWPsBPiZl3io3Eykxk2vrxB2Iz42h8rPvTd174vqaDdidNJDdOaLnHqj04RtAPcrL7RdXUuYvaoZOx2F3m+olZGCmFbnHvJRxS6GbgnRnW2Srovzbt++l0M3TPE4nOLfOmXzrD3HXkm/9Iw6WJ86z3PPr3Ol/+/48w/X9l6LGyH+A2fVE8K6Uva623iuTipYopgZZXgN/8llu9hXW7WbhTB8iJqcPh1aXkchYpjT3lUV32e/5XneegnHsJ1L7452Lh1wjBkZmaG3t5e4vH41V9gGIZhGG9zJqQ1DMMwAIgixfLyPCD5T/9pF75vkU7DM2fG2F1YoSvhE0qLRidG27MJpI0t1PmbrC0EiqQb0vJjqMuEpZoNRLrNsbJoeRaOkCgliJSenxScH3+UTOoK3dVVHaRals2pmQz1WoSUumVxqyN4ZfXtpTSb+st1An71t3Ks7P8w37nvaQBeXBlnptZLxcsgLMXu3ArvHjnG0PwMamycTuDgBYJkPLrkvpPxiNWqIJWIGC42ATgy003HswGLlucShIJWJwaWIpTbQbWw9BnUs2kvfRy7dung9Q//EM6d01WytZoOn11Xz9k9ehTuv98EtDdLq9ViYWGB0dFREonErV6OYRiGYRiG8TqL5+M4CQcra5F7IEf1a1WC9YDyqTLTf1rF8h0++NcT569bLr8fqcD3Y7x0ehdYDvnRPJWzOjjt1Dq0VluUTpc4+r99Jh7q4o5v6SHXH6e2HrA2L5h5vk7YCXESDuPvHefgYwcZnBzcWmMs7fL878/x/P+cI5FWuCmbjcU2tcU2vDJrleA3fCzLQtiCzECGzGCGzkYb/uA/g9XEsi5zJ+mmuRkYHL6OM/sqWPC1P2wjbEFjtcGR/3GEe37gntfnvY2rklIyOztLMpmkt7f3Vi/HMAzDMN4UTEhrGIZhAHDqVJWurhb/9b/uZWHBJpvVrXO9wGah2c9obg0rCJHKRWFjWxLHilDCIZA2Cmj6MS5XzbqTvWP2bBDZW8GiZelANh6HRx6B4WF49lk9k9X3dWgrlY0Tg07n1R1jLBZxb+9pqkGST5x8B6V2hny8TdVL0wpi1Pw0rdDlhZU9PLO8n+9vf4nJnhZxJ048Jml7NplkeNF+255NPCZJxLafW9uIU++4xGKKpPDxA4d2IOj4+j+9m9NnE26IEBb1tuBSs6OKRXj3u3V743vu0RXBX/86HDoEvb26mvboUTOD9mbyPI/Z2Vn6+vrIZrO3ejmGYRiGYRjGLVCYKNBzew+5d+WoT9Xxl3yklJROlZCh5IU/Dwgih0e/yyGV0dctF/5uLqW+1ilXM5ycHSYI9XWBm3URjsCyLU595hSdWgcZSuyYzYkvhpx9roZX9kgPpfnIr32EPd+RxKt6xPNxChMFxAVvUpgoMHjfIOXTZVrVFhvnzl8wXSFnzQ5nGbhrANu1iXfFmf/qPMOJs/SJuWs7MZ02TJ+EfQdf7Sl9VZRSPPE/W5SWJShQkaJ2rnZT39O4dkopFhcXUUoxMjJiZtEahmEYxjUyIa1hGIaB7/sEwRKf+tQwQeDoNsbnZ5+6rg5Fz1YGqFYj8vE2togQNsjIxrEVgeSK81QvJx7XH1YEgX4/29ZhZCKhg8k779TbDQ3B8ePwuc+B5+ntXFfPaa3Vri2stSwYLdQYSa/jRQ7LjS6emL+dwXSFYqJOK0xSSNTpSdbohDFObQzx20cfpa/n8wy+O8loT50TC13sTVR33BmvFCxV0hwc2aA76209tryRIu0GhJGFY0Mx6yGVRRjB7GqOjZaDhYVtg5SXPneJBORycPKkXv/4OKyswMSEbnc8P6+3mZw0M2hvlnq9zsLCAvl8nmKxeKuXYxiGYRiGYdxCPe/robZS48h/PEJhXwE35dIp64sR27ZZmE3yiV+LMbInYv/hgFyXxBaKdlNRrueoBIN0/J3tef26T9gJifyI9kYbGUjcnIuwBH7Dx6/5pPpTJHIJTn3mFO/5uffsCGYvJITg0GOHWJlaYe6puUuHs7aePyt9ufX+yWKSsBmy9s01/FqHB+84heJSt5BexsIcqrcfcvmb0vY4ihSr50K+9skWli1QUmEJi9zu3A1/L+PVC8OQhYUFPM9jfHz8sv8+DcMwDMO4mAlpDcMw3sakhNOnJZ3OHJ1OjjNncjiODkHbbf28fT479H0IApsqGVr+a39Py9LBYhDowHWTbevK0HweHn1Uz6LdJATcdpve5okn9OuKRf1VqegQ83LzXDel07Ans4DEImZHOEJS81IoZWFZFuO5FQA6oUuobEbT68zVenjixBjf3fNN7t6TZrWa5PRSnsFCk2Q8ou3ZLFXSdGc87t6zvhXelutxNpoJDo+XeOFMH/VWjEjGSMUDXAeyKZ9GJ4ZjRwgUde/iWT3FIuzdq+fMLi9DtQoHD0J/P/zkT+pzUq3q8zUxYSpobzSlFMvLy1QqFQYGBigUCuZucMMwDMMwjLeZzUrZk585SXm9zMhfHOHZf/IszZkmay+vEUvHIIJkdxLLsnBSDkpZzE07zE07RGFE9UyV9FCa3IhL/2HnFdW1kspMhbATgoBkMYn0JJEfEakIYQuUrYhn4/Te0UvpRInKdIXivsvfPDg4OcijP/8oT/7LJ3n5D19GBRdcKAkd0CLBciyEK/BqHssvLJMqpuja3UWfu0DafZUtiwCOTMHd96OSqRsa1EaRorYm+V+/WENJQChUpEj1pLjj++64Ye9jvDaNRoO5uTnS6TR79uzBccxHzYZhGIbxapj/chqGYbzFKKWo1+tkMpkr3sE6NQWPPw5jYyuMjip+67cGWV7WYWexCHPnu1uF5zv4NptXD0KvbX268lUpHSwKof88PKxDx2oVFhZ2hrSbJiZ0Jenamv7yfV1Nu38/zM7qYPlSXBe6Mx0Ktp715EUOjoiIlKARJMjG2jSCBMvNLmp+mlAJLCVphXG+unCQnufrdC0ssn8sS6UeZ76cY7UqiMckB0c2uHvPOoPdra3jWyqnWK0mOThSwQ9tTi/mqbZdak0XqSxcJ2J8oIYXOSyUdDAuxPlWzlLP4h0Z0VXFsZiuOF5d1X9n3/M9sG+fCWVvpiiKmJubIwgCJiYmiMcvDtENwzAMwzCMN7fO+XY8iUTiks8vTS3x3K88x/TnplExxaO//SjP/tSzVE9XsV0bFSn8mo+TcCgeLNJabdFeaxPPxRFxgfQkzfUmTsrhru+/i7WX1lg7skZ+NI+bdfHrPtW5Kk7cQSYk8XycxmKDxEAC6cutalGAsB0iQ0nYCfGq3iXXe6HByUEe+93HkN8rOf1Hp4lUBCFbpbF20sZNuXTt7SKWiHHXX7+LkYdHaFfaqP/6RygsrCv1SL6UMISp5+DwPahM9obc4CilorwY8d9/rkqjIsEC5SmsmMX9f/9+XNe9+k6Mm6ZcLrO0tMTQ0BBdXV3mplbDMAzDeA1MSGsYhvEWopRiZmaGRqPB6Ogo+Xz+kttNTcHHPw79/VUmJyv8yZ9MUCgI5udhaUm32E0koFTSM0+l3Ny/roB1XR2QvvZ16u+Oo/edSumWxoUCHDsGzz0Hd9yxXcW76cwZ3ea3UNAVtM2mXuvdd8Phw/Dkk7CxoV8Xhrri1nEgk4FiYmPrY4ZmkCAT61DzkygspIIz1QE6oUs61saWNvP1bpZbBU6Uh/mzmcNkYx7dmRZ3HOjw6D1r3Lu3RNIN6c56WxW0S+UUL57p4dhcgaOzBXLJDPm0xz0Ta1SaceotFyEUhaxP3R3kr/zNPH/4h3DqlD6fa2v6eMIQWi299nhcH0cQ6Crke+4xAe3NFAQBMzMzOI7Dnj17sF/5j9AwDMMwDMN406vX68zMzBCPx9m3b99Fzy9NLfGl/+dLzD89j9/xee/vvJfp/zHN8leWAYhURCwTI+yE+E2f0okSuz+wm43TG7TX28i6BBts12b8veM89LGHWHlpheOPH6d0okRtvoaIC3JjOTL9GWa+NEM8H9eVs4EiloptrUVGEr/h06l0cBIO8fy13UDoOA6H/9phlp5bQkYSO2GDBAQgIZ6Okx/OY1kWIw+PUNxXpHRyjXRy9dUHtJuCAF78OuyeQI3uAqVeU1Xt5jzfF7/g8/nfqBG0zj+hwEk5TP7tSd7z0+95bWs0rptSitXVVcrlMrt37yadTt/qJRmGYRjGm5YJaQ3DMN4ilFIsLi7SaDSIx+PkcpeezyOlrqANgoC//JcXeOaZYRYW4vg+HDqkA1TL0hWcc3M6MBRCh4Wgr7ujSAe1m7NkXyvf14Fqd7f+nkrpkLJchrNndbvfTYuL8NRT2zNY9++HI0f041/8om4F/NhjsHu3bm3cbMKv/Zqe2xqGkFQN/ChGM4gTtwNSTodcvIUXuqy2cnRCl0KizoaX5txGH+tejk4QI5KCQFpU2orZuuDIasRXjgzw/d86zXc9MgvnpzUtlVP8yQtjVBouQ4UGB4ZjnFvNsdGMk0kE3Lt3jVRcUqafp2b3c3gyxnd8B3zHd8D0tD623/5tuPdeffwnTuhAul7X52Z4WJ/z4eHXfr6NK/N9n7Nnz5JOpxkeHjZ3ghuGYRiGYbwFtdttZmZmABgaGrroeSklx/7wGMvfWMZv+hz+h4fxyh7H/uOx7Y0iCOoBdsImkhGdjQ7Vs1X67uxDBpLORofWeov8rjz3/fB9CCEYnByk/3A/lekKC19fYP6peZqrTUrHS5ROlmhvtLETNl7NQ8TFVlck6UssYdEutRl7ZIzCROGaj/XARw5w+rOnOffFc1jCQlkKYQtSPSkK+wq019sMTA5s7bMr10GJ6DrOLvqC88wpWF+FvQcgl0dJeW1hrWWBUrQ6cZ7+M8HJpyLihQxuVhHLxOi9vZdHfuYRxu4fu741Gq+ZUoqlpSVqtRrj4+OXrUQ3DMMwDOPamJDWMAzjLeDCClrLshgfHycMQ06fPs3o6CiZTGZr2+lpHQB+7/cuMT2d5fd+L8/6ug5ebVsHnIUCjI7qSs52W1d4boa1tZqu8oTtitrXGtQKoUPXdhsaDV3xOjCgg8njx3Xb5WxWV8d+4Qu6ovTBB6GrSwe7Q0O62vfZZ/U2a2u6VXIiAQcOwN/6W/Df/psOasv1OPFUgmyshRBgWRbvGTnK9MYAL63tZiS7Tst3md7op+pliCJBJAWOFdEKUigUAhBC4q06/PZnRkhVFvjwoyEDIzYvnumh0nDZO1jFsmDvUI16O06jHWOhkmUt6GVgXw/n5l2KRR0ob35OsXnz/v/5PzpcHhiAvj5dLez7+jxblj7WyxRHG9fJ8zzOnj1LPp9nYGDABLSGYRiGYRhvQdVqlbnzc12GhoZIp9MsLS3heR67du3Csiwq0xWWn1vGq3l0H+5m9MOjfO47PoeKXnHRI0EGUt+zKSHTk6FT6hB2QpyEw6537eLgYwcZnBzceokQAr/pc/bzZ2mVWuRH8+R35+lUO9RmasRyMYQlttomWzFLt0yOO+TH8hx87OAVR9q8khCC+37oPkIvpDZbI1lMkigkEI6gPl8nVUzt2Ke1NPNaa2gvVqvCC8+iMlkYHkX19GLFdHtidcEF5Pbv3RYM70PsuZNMrof77tvg9o02nY0OiXyCZCFJYaLwqo7fuLGUUiwsLNBqtdizZ49pN20YhmEYN4AJaQ3DMN4COp0OjUYDIQQTExM4joOUkiiKOHfu3I7Wx9Wq5CMfWWB4uMFP/MQ+lpd19epm4Fqp6KAzldJhbKOx3e44HtehaRhePP/VtnXQezWOo19v23rurOPo9ymVdEAMOoi84w5dSXr0qA5ZKxX9/NGjei7tgQM6zIwivZZaTVfXTkzokHdqSoe8//Sfwqc/DdHULG3fwRaK/tQGDw2d5H1j3+TI+ii/+HQv5U6WmpeiESRJO23WgxxCSHzpECEQKLAkSgk6Ms6p8iBffbmfgegc9w+c4th0kWS6TsPzySQ8uqXkbucMZ1p5nil9lOpMgskY3HefDmgnJ3eel4kJfUxTU/r4hdDrB33+jxzRr5mYeG3/RowrW1xcNAGtYRiGYRjGW9zS0hIA/f39dHd3AzrIbDQaTE9PMz4+TrvSpjZfo+f+Hu77F/fx8n95mdZS6/I7Vbr69uBfOcjQ5BBe1SOej18UKEopKZ0q8fX/9HU2ZjYYenBoa7TGwF0DhJ2Q1kqLZDFJvBCntdrCr/s4SYfd793NfT90347A91oNTg7y0P/voa1Wy62VFk7CYWBy4KIQmWYdPbj2hkW10KjDiWNwAlQ8DpmcvrAUAqRE+T60GlgPfyv2vR8AwAaK+4o3bg3GDVGr1Wg2m+zZs4dYLHb1FxiGYRiGcVUmpDUMw3iT22xzDDAyMkL8fF9iIQT79u3j1KlTzM3NUa/XicViJBIVCgWXf/yP97G8HKO3d7uiM5nUVbGrqzoIdV0djNq2rvCsVPTzl7p5WQe0EULobfTN0dvzPM93rtoKfKNIh8KWpb/qdf21uqpbF//6r8NnP6u/d3Xp1soDAzrgXV6GahXuvx9OntT7icX066tVXQmcz+tg88QJ+N3fhZX/+xOsLUeAxUCqQjFZx7LAFSHfsvtFzlb7eX51L6nQQ1gSLLCUQiKwUNiWxLJAIBGWpCPjvFwZ4aW1Zc5t9PKVuT0kHY+U4zOSWWeisEJ3okGhd43qbQHfnE7wt/+2bm98qfMnhA5v5+b0ukdHdSBer+vHXll9a9w4SilarRZDQ0MmoDUMwzAMw3iLqtfrhGGI67r09vZuPd7X10cQBGxsbPDyyy9TerbEoZ88RP5Anhd/8UVmPzN72X0qqbAsC9uxSeQSlw0WF19YZOo3plh6cYn6XJWJ9w6QdDzcXJJWwyIzkGHkwRGWv7FMc7lJejBNcV8RN+0y9OAQ+z+y/7pCywtbLV8uRAb0xdoNzmh38Dzw1i5+3La3LxSvQEp59WMwbppms0kulzMBrWEYhmHcQCakNQzDeJNbX1+n3W6TSCTIZrM7novH49x2221MT0+zsbGB67qMjg7zn/9zhpdftujv3xn6SalDziDQf5ZSh4S+v/M9N6+fHUdfT4dhhG0rohAScUUuKxE2eJ6k2Ra02/ZWS2TL0mFwp6NDX8fRa4giHaj29sIP/7B+/IUX9Pb33gtPPHF+tmxS33i9tqarTkslHSB3OvDSS3DqlK7QPXBAB50nTuj5tuPFkP5w/qLz152oc7h3hnYYZ29+kTU3hxfFWG3naUXx8xNnQSqBUuAIcKwIYSkW6kX+fO4wObfJeitH3PFxhGShUWSx2c3dfWdJxzwaLZv+frjzziuHrJOT8LGP6ZnBJ07oCuLNGbyXqr41bgz//D9w067LMAzDMAzjrcn3/a05tCMjIzuesyyLkZERwlJIw25QfLTImd87w1P/4CmCjUBfDFyOAhxwMy7xrvjWwxeGieeePMeLv/EifsXjHX9nH5PfdT9uevvjuKATsXCszbnnIdG9m+UXltn1nl00Vho0V5vMPTnH0nNLFA8UL658fRWEEFcPel33tc+yuR4KiF35d/GlqaWtauDNltLXe06MV6fT6VAoXPtMZMMwDMMwrs6EtIZhGG9iURSxsrICwO7duy9ZBSiEYO/evSwvL1Or1cjlMjz8sMWnPqVbBAuhQ0/P0z93OvoLLg5nXykMQVgRA70hpYpDCLQ7FiiLTFrSWwwoBBYziy6+b2NZuo3ywAAsLelwNQy3q2njcdizR1fSbs7OHR3VVbE9PbqCdrMzVjYLs7M6VJZSV9v29++stL3nHn0s1SrQPwqrCxd96GBZcHf/Wc5UBzhWGiUd6xApG7E1hVb/r4VEIVASPBXDFQHNIMFcrYd7+zcYSFeo+UkysQ6lTpZnlg5wrtrPSK7Mnx9NsnevDryvZnISDh/Wx1+t6mOfmDAVtDdTFEUIIUwVrWEYhmEYxlvU2pqu3hwYGCCVSl30fBiGHPuvx6iuV7n9H91OIpnAkhZKqiuHtBYIS6Ck4sjvHiEW1xWGm2FifbnO8tQySiq+59ffye4HerDEzh3GEja77k6T6nJ4/hPLWMJi6cUlVKjIj+Zxsy5+3Wd5apnaXI0HPvbATQslrd6hm7Lfq5IRVt/wZZ9emlri2Y8/uzXH9/U8J8a2KIq2WnQbhmEYhnFjmI98DcMw3sQubO10pYuldtujXG7heRanTunK1EOHoLtbz4NdX9ff02ld3XrtFPG4pNEURBHEXYXtKGKOJAhgZdWhvGHT1+0DilgMdu/WM2RjMR28ZrO6PfGhQ/BDP6TD1scfh40NHbBmszqgPHBAV9Gurenq2dlZ/Wff18FsrQbnzumK3N5e/R5HjuhQN58HMTrB5T5hGUxX+Ev7nuLOnnMoS1fM2kJdcJQW0fm2xwrAsnBEgCdjpGNtxvOrjOXWScUCyp0sDS9BJ4qx2sqx0ukmkbCo1+EXfkFXB1+NELBvn55fu2+fCWhvtkajcckP6wzDMAzDMIy3hs2RMJfqnLI0tcSf/vifcvKPT5Lek8YSFhunN+je3Y2buUx1pwUiLkj1pEgWk+RGc2yc2+BLP/clPv9PPs/xTx5n6ZtLLL24hF/3OfzYGLsfvDig3dqdZdG3J0FXn0XYCYn8iN47ekkUEghHkCgk6L2jl1apxfHHjyOvoTXwazK85+bs9xpYoxOXfFxKyfHHj9MqtW7NOTEACIIAz/NIJpO3eimGYRiG8ZZiKmkNwzDexCzLoqenh/X1dRYWFhga0nc+b4a3vu9z/Pg6UlZ45pkiX/hCL0JYHDigw1LX1dWmYairNr/6VR3WXjtJsyX0rFZLtzrueBYSC9+38EMLKSGILIrdIelMjFoNGg0dnoIOVQsFtipNR0Z0Be0jj+hWv7Xa9ozbAwd0O+NTp7bXaVm65bJSUC7r0HbXLshkYHERHnpIV6Ki9oG6/IX7UKbC/3X483SfavJyaZh25HBkfReBcs7PpdXzaG0REbcDQhnHsSR3FGd1Za/bYTy/zNTKHtpRnKTtUQ+SrLQdVFIf29NPw4//OPz7f6/Pu3HrNZtN1tfXGRsbu9VLMQzDMAzDMG6SfD7P8vIys7Oz7N27F9d1sSyL5W8s8/R/eBqry+Kh//gQ0pc89fefYu2FNYQlcDMusVQMv+0TNSPstI3t2AhbkOxJonxFLBVjYHKAZG+SF/7zC3QqnYtmut7/1ydQEqwrFCFKqTjwvl6mn1ynsOviWatCCPKjeUonSpROlRBC3PDZrFYiCT2DsL503ft6Vdy4ft9LqExXKJ0okR/NX/GcVKYr1zW317i8KIqYm5sjn8+bebSGYRiGcYOZkNYwDONNrq+vj1qtxsbGBhsbG4Bu49Xd3c3x42UajTq/9Vt7iMWSTEzosHBqSr/WsnTb4VhMz3w93wXsVdm6YdmGekNshabdXRESqNUEMrJIpCV79ugK2VJJvyQMdbgaRXD0qK58Tad1OJvL6araz39eV5JKqfdbr+vXOOf/C5bN6orbKNLbNJu63XEqpbd/+GH9ejVxO2Ty0Khe9liGMhW+c/9TfH7mMGvtPGEU40y1H6ksbCERlkRYnK+0DehLVulJbfcwjlmSVMxjT3yZpu/SChPUKFDs1oF4va4D5l/4BfjZnzUzZm+1SqXC4uIiQ0NDZDKZW70cwzAMwzAM4yaJxWKMjo4yNzfH6dOnAUin0xz/veMsH13mXb/xLqb+1RRn/vcZUOCmXZRSKBSxTAwn5RAbjZHqS7F+ZB0RE0SdiHguTve+blK9KV7+1Mt0yp2L3jvZ5dJ3IH/VNQph0T2WIpF3cbOXruB1sy6rR1d56t8+hVf1aJfaWMKieKDI5N+cZOie629XLB54L/Kzv/f6zaYVAuu+R7EuEzJ7VY+wE17xnNTma3hV72au8m3L931mZ2dxHGfrpnDDMAzDMG4cE9IahmG8yQkh2LdvHysrK6yvrzM8PMz6+jqrq6tICV/+cj89PcmtlrmFgm7/e+QIDA3pQPOP/kjPpL0etqUIQgssSNuKeFwhLIt2B1AKIRRnzsCHPqTDyjDUbZYTCR20Nhr6a2FBh8c/+ZO6WrZW0wFnsajXuLamX5tI6KDWdfX3dls/L6Xef0+PPr7779frs2wb8ciHkX/6v674gcNgusKHd7/AaivP3f1neH55nFPlIWpBCi9yic4Htvl4g4FUjZl6H4e657EsCJRNhCBjt5jt9CAti+6BDJsdoXK57WN4/HE9e9a0Mn79KaVYXl5mY2ODXbt2mYDWMAzDMAzjbSCfzxOPxzl9+jT5fJ7abI3h7xmm7y/00VxsMv0/piHS23qRh5txkb7E7XOpnq0SJAOclEPohaiOImgGREGEV/U49dlThI3wku9rx1/dL/xuOoZf90kUEhc9Vz5bZuPcBkEjQKHwGz5hO2T16CozT87wyD96hDu/585XfW4uZD34AfiT//n6hbRSIt75rZd9Op6P4yScy54Tv+7jJBzi+fjNXOXbUqPR2KqgHRwcxLKuNKDZMAzDMIzXwoS0hmEYbwGWZdHf308URayurjIxMcH0dMhv/qYiDBMUCju3FwJGR/V81DNndIvg6ybAPv9flTDS7Y5tG9JJScwBP7Aor+lK2kIBjh3T6+jp0W2Kg0C3QA4CvZ5nntHh6+baNzZ0taxl6a9USge0rZb+cyymw9tmU7c6zucvaHW8eZ4e+iB84Q8huPIBF5N1DnXPc6IywkcmnucbmXWeXj5IM4yTi7VJOB77C0tU/TTTG4PERMhItoSNRClYbBZphy5uwuXCUaeep49pdFS3dJ6e1jNnjddPEATMzc0hpWRiYuKSc8kMwzAMwzCMt6ZEIsGePXs4d+4cK8+s8NKvvER6NM3GiQ0sYaHk+WAyAr/hI1xBcDog7IRYbQsVKYJWgGVbKFvhbXj4ng9XuLxolT28RkA8c/U2scoS5MYKLE8t4+bdHe19ozBi+YVllFT4bR/pS+K5OIlCgqgTUV+o8+S/fJLu/d0M3zP8ms+RlStg3fNu1PNPXHFczA0hBOw5hDW0+7KbFCYKFA8UL3lOpJRU56oMTA5QmChcdh/Gq6OU2rrxe2hoiMIrP1AwDMMwDOOGMfU7hmEYbxGWZTE0NIQQgmazSb2e4Ny5JNnspe92TaV0UFir6Z+vp6LTsgBlgQLHVsRdSXchwo3pgDadklSqNp0OfOUrumLWsnSwWi7roNWydMAahjrIVEq3Kwa9nevqQLO3F5JJHeZms/q5VksHuJvHEUUwMACPPbbzuKx8N+Iv/sA1Hc/d/WcpJBqU2jlijmRPfpl3DJ5gd9catxfnub1njvv6T9GdqFPppCm1M2z4KSylaAVxXEeSGihsvb+U+lz39Oi5u52OngNsvH6CIGB6ehrXddmzZ48JaA3DMAzDMN6GUqkUWZEltT9Fp9Sh9HwJFSiELbATNsIRYAERyLYk9EJs1yaWjhH6ISpQyI4kbIb49SsHtAAyULz4v84ShVcPPK1MgYOPHSRVTLF2ZI1OpYMMJZ1Kh4VnFpCB3KrwTfYmcZIOwhbE0jGyI1laqy2mfmMKKa8vXBUf/QFIptAn4iYSAvuv/MhVNhGXPSdrR9ZIFVMcfOzgDZnJa2hLS0uUy2X27NljAlrDMAzDuMnMbzCGYRhvIVEUEQQBsViMfF63BK7XL73tM8/okDAIdCD62q7jdYrq2KBQRBKiyCJmQ71hU286OLYOUhNJm1hMv0+ppIPUel3/udnUAeZmpWkqpYPSzcraXE6/zvNgbEyHt76vg9uhIV056/t6H1EEBw/CT//0pWe+Wu/4Fthz21VT6cF0hW/Z/SJDmRJz9R5sWyKEoj+5gWNLjpbGOFYaI+F4hNImFfMYy67zwNAp7u4/S1X00WpZVKtQqegWx8kkHDigjzeR0NW+xutncXGRdDrN8PCw+RDHMAzDMAzjbazT6eCVPCzLQqGwhIVlWVjCwo7b2Inzd4sKcJIObtqFCML2pVsaX83Tv3YSvxkirxTUChuy3QxODvLAxx6gf7KfytkKc1+bo3K2QmGiQKovhZKKeC5+0e+zdsLGjtuUTpSoTFde0zo3WZk84i//MHBzWx6Lv/A3sHoHr7rd5jkZmBygtd5i/eV1WustBiYHeOBjDzA4efV9GNemXq+zsbHB+Pg4yc25PYZhGIZh3DSm3bFhGMZbyPLyMul0mlQqxcSEDgSnpnQYeOE1/OKinkkrpQ5Fr4/AcSLiMcVG3SIIoda0iMcV3fmQTFYxt5yk1dLvZds6HO50du7FdXXQGkX6Swgd1Eqpv3I5HejecQfMz8Pqqp5p29+vq1M3j+XOO+Ff/Su4555Lr9YSAvtv/CTR//ePoFq+Yjo9mK7wyPDLnKkOMJCq0IlcTlaGaPpJXBFQDxLUvBQrrS5SMd0C+X27jjB9z4/wxX8XZ25OH69tQ1eXXntfnz73k5M7WzEbN5fv+zQaDQ4cOGBmKRmGYRiGYbyNtdttPMdj5fMrOHGHUISEXggCVKjAZitMFTEBSv8cRREqeG2hZW2xze98z5f5vt9+F+meOEqCsC1kJBG2QAkbq3cXlr3dElltzoQ9/6urcAXCEoTt8JKzWaUndbiswKt6r2mdFxKT70DNfgfqi5+87n1dxLKw7n4E613ffs0vGZwcpP9wP5XpCl7VI56PU5gomJsvb7BSqURvb6/pOmQYhmEYrxMT0hqGYbxFtNttqtUq+/fvB3TI+dhjMDenQ8HRUd0euFaDJ5/Uz8fjOhC17e12wa+eRbvj0O5s76DdFiytWiQTNrGKQ6ulq3UTCd3OOAzPt0hGP64UtNt6HVLqP29W0cZi+vF4XFfeZjKwaxcUi3q7lRW9n64ueNe74Id+6NIVtDtWnO/G/tFfIPrln4Fq6YpBbdIJ6E40SDo+s/VemkGSjNvibHWAThgj4fiMZEvE7YCX1saZSn4rlS+MsmuXDo09T1cGRxG8/LIOmicmLm7FbNxctVqNdDqNc/13JRiGYRiGYRhvUkoplpeX6enpId2VBiDVkyJoBng1jzAIkf75awMbbNdGRhKFQkbX10J4+egGH3/n/+H2j4xyx0dHSRfjNMs+Syea3PbXHqLo6uB1aWqJZz/+LK1Si8J4ATfr4td9KjMV2htt/KZP1IkQ6Z2zWb2aR7wrTqI7QTwfv661bhIf+RtIGaG+/Jkbsr9N1uQ7Ed/3MaxXeUEkhKC4r3hD12Jsi6KIRqPB8PBrn2lsGIZhGMarYz6pNAzDeAvY/LChu7ubWGz77uvJSfjYx+Dxx/X82fn57eDzPe/R82HX13UV62tvebzJ3l4P4Af6y2nrObKWpd+j2dThpBA7308pHd4KocPN7m49r1ZKiDkRjiVJxmHmnE1vr+AHf1Dvt9HQr7ntNj2z9lLX+VLC9LSu4M3ndUgquvuwf/xfEf3eL8HLL1z2qLoTdcaya7ywOsFqK08hXme+UaQTxuiKN9jwMhTidYrZDs+372f9eIFYDL7zO/W5PXFCfwf9/n198KM/evUg2bixOp2OaddlGIZhGIbxNiWlpDJdoV6v03JbjIyMMPk3J5n9yizNpSbp4TSpYorORod2uU0URDqstcDtclFthfKuv/Vv2In4xu+f4xu/fw6AeDGOm3LJ7x+juK8HKSXHHz9Oq9Si947erSrRRCFBf76fTrVDp9yhtlAjN5LDTthITwe0sXSM3n05Rh8eorA7c91rBbAsC/HRv4nqHUJ+8jdAhq/9ovH8sYhv+W6sD3wnlrCv8gLj9eZ5HrZt7/hMwTAMwzCMm8uEtIZhGG8BlUoF3/cZGxu76LnJSTh8eDuknJ2F3/otHWhWq/ClL+ng1ra3q1pvpDDUa3j5ZV3F6zhsVdZuvueFVbyb1/y+D/v2BBza2yadiFhes9k9GDE6FFFpxvmjTydBOBw4oKtSDxzYuY/N411YgOefh5MndYvlRIKt10xOdmH/4M+gnvsS8g9+Dbw2up/Y9kmwLLi7/ywnKsMsNwsMpctseGliIqDiZUnYPlG6yJHEAdYrDmGoj7FahYEBHcpWKvp42m19PrLZG3uOjauLxWL4vn+rl2EYhmEYhmG8zpamljj++HEq5yqM/91x1j67xszyDCMPj3DX99/F1G9O0VppYcdsFArhCpRU4IKSChUo/NaN/z1SuIKusS6ay03mnp7jju+9g8p0hdKJEvnR/EVtfIUQDB4eRIWKdrlNY6mBHbdJFuM89Hf2c/u3DZHsOt+idu0cyk1CuoCVvL6LD8uysN75rVgHJvUNrmeOXXzH7RUP9Py2/aPYf+3HsIZ2X9d6jJvHcRyiKCKKImzbhOiGYRiG8XowIa1hGMabXBRFrKysMDIysuNC6pXVo3v2KERjnb5gna/353C9OA89UODUKZu5OR3UXshxdKB4Izz5pG5X7PvbLZZBV/AKoR+/MD/zfYiJgHfeW2PfuM9G1WGwL8R2FMmk4uC+GvF4nedO9DA15TI3pyuGJyf1DN7NyuGVFTh3TlcO33MPHDqkWyZPTXHBayys+9+Ldfgh1PNPIJ/4Y1iZ0wsRNsiIwXSFD+16kdOVAUpelg0vTTbu0XbyNHJ9uNkUnbYOdDf/CjaPRwjdmhn0+Xz5Zf13Yry+stksMzMzKKXMTFrDMAzDMIy3iQtbB+/6rl0ElYBznzxHfbHO8U8dp/dQL8MPDuPXfNaOrlE5WyGRtpj8ji5yvTGaJZ9jX6oRNG78749O2sGr6grYhWcWmPrtKXoO9RB2QtzspeeBulmXTF+G+/7efSw8s0BzqcqH/vFt5AYSWOIVa/Tb4LdRQTdke677d2CrZwD7R/8FnDuBfPKzqKmvgozAOh8mq/OhrWXpLyn190P3It71bVj7Dr/q9sbG68t1XeLxOPV6na6urlu9HMMwDMN4WzAhrWEYxpvc+vo68XicTGa7pdWFQWWnA4VMh2+94yjvPLjEUNHj4b39nJjNknNnGOw+wPp6BqW2A9MbFc5uqtd1m2Mp9XpAh5kXXqMLoa/hhYB0MuKhe5ucm49R2bD54LtbWBaslmz27g70NT+KBw6tE0/2842XbB5/XO//l39Zz30dGdHtnTerg19+WVewDgzo0PrIEX2ODh8+/97xJNY7vgXr4Q/B2iJq/gxq7jSUVlCBz212jAccyWeODtIKe2mnMuTyNu75G8NrNd2ieWNDH497ic9V6nVdyZvP39jza1xdMpnEsixarRbpdPpWL8cwDMMwDMO4yS5sHdz/QD+Z2zN8459/A6/qkenP0Kl1aFfaCFeAgk6jw6N/q4/7v7MLYW3nj+/9wX6OfrHKH/3iAkHnBrUdsiFoBNQ6NSwsqjNVPveTnyPdn8Z2bTLDGVLdqYte5td9nITD6IOjHP7eO4kWz2GLkCvmr40y2DFId133si3LgvGD2OMHUd/1d1Czp2F+GrU4g+rodklWIok1MAqjE1ije7Ey5uLnzSSXy5mQ1jAMwzBeRyakNQzDeBNrtVqsr68zMTGxdWf01BR8/OM6qBwdhULWZzx2lJl5h3q1n299cIV79m+wWo7ztSNFdveUiMXg5TOZrfmumyNownB7luz1uHAfm3NnNwNh2K6sdRzIZOCeOzo8fF+HXFoyv+RgxxQbVZvBvu0PIARg2ZK+fJvR0QzHj+sZtqUS3HGHbjFcLkNPj67eXVvToXVfn37v0VH98/S0nlG7XXVsMTExjOgbhnveteM47r0PvvIfwP8a+A3IZMHzdECbTOrA96tf1cf6yiBWSl29Ozmp3894fYVhiLrRvbwNwzAMwzCMN6yt1sFjeboe7mL9mXU2jm6Q7E0ihMASFkEjIHt3luk/m+bBv5jmwe/q2rqusi+4ofTQu3Mk0oLf+8nZG7O4CFSkUEphx22UpQi9kMrpCkopGisN9n37PnKDua2XSCmpzlUZmBygMFHACjo49jXeXdsooVL5G9pRxkqmsQ7cBQfuumH7NG4tpRTBK1tsGYZhGIZxU5mQ1jAM400qiiLm5ubo7+8nkUgAOgh8/PHtoFIIGI4tUnA9CqkOp+czvHiyiw8/vMyDt5d5/kQX9baN8tp0Omlc1yKR2A5PPe/GrLVY1PsSQs9lDQId1sZi25Wutg1dXdDXGzHYF2BbEHdhYnfAzGwMqSyG+i7+EKIv32Ahq0PaSgX2798OgKNou6VyLgfr63qbYlFX1c7Pw9e/Dr/7u9tVxztn1u58r8lJ+LEf06Hvn/0ZnD2r99PfD8PD+rwfPKiP59gxHQRns7qCdm5Ov+9jj+2sIDZuviiKmJmZIZPJkEpdXJFgGIZhGIZhvPV4VY+wE1J4qAAxOPpLR8EB2ZGQABEXyLqkXWqTSCoe+M7uy4aYwraYeCDLnoeznHmqfuMWGUHUjECASAicvINf82mX2kx/dprRd43SPd6NX/epzlVJFVMcfOwgQghUc+NVvE8IfgvipqOMcXmlUol6vc6EuavYMAzDMF43JqQ1DMN4E1JKsbCwQCKRoLg58BRdDXrihA4HAUolxUiuQiO0yaZCBottZldSlGsu+UxAX5eHFwos2gSiTUem8DxYXNwOaG9E8eHGhg4/R0Z02+NqVX8vFHQ4W6vB0JAOP8slxdq6zdTROG4Mit0hQWCRzynaHYtMentBFuA6IfW6Dj6V0qEo6HDWtnVYm0zqfdfr2wF0va4D4z/4Ax0YXxio7pxZu/NYJifhV34FPvMZ+OM/hoUFXQFsWfq5xx7T2222m56f18e++dwr92fcXEEQMD8/j23bDA8Pm3m0hmEYhmEYbxPxfJzs/izpQ2m+8fPfoD5XR8QEbbuNk3RwMy4ykKweXeXQgwm4ynVPFCoOf0ueM0/Xr7rtNdvcjwS/5iNcgeVYcL7T0NqRNaJ2RCwZY2BygIOPHWRwclA/Gfqv7r3CAOI3aN3GW4pSilKpxOrqKrt378a91OwewzAMwzBuChPSGoZhvAmVy2VarRZ79+7dETpVq7oatNmEl16Cclni7c4TcxS9XR67Bht4vqDjC+IxyepGnI5n09/d4dSSYmFNV+OCrna9UcIQWi0d/LouPPwwvPiing87MgKnTultzp6FVBLGhgO6uyR+YHF2NoYFjI20WVp1tmbSblLKYmZGV7MuL+twddcuHQD39OjH4nH93rat319KmJnR58p1t+fSgn7dpWbWXkgI+OhH4SMfubBNsm5jvLnt4cOXf864eTqdDtVqlSAIaLfbeJ5HPp9naGgIYf4CDMMwDMMw3jayu7IMf+cwx//LcdZeXEPEBI7rgAVe3aNdamPHbdyMS9dgEiUB+/L7sx2LwmDs4iccsGwLFSm4xu7DlyMjiaUslFRkh7Kk+9Lc9f130X9nP4WJwo7fZ/12gHuJ5RjG1UgpqVQqeJ6H53m0220cx2HXrl2m85BhGIZhvM5MSGsYhvEm0+l0WF5eZvfu3TjOzv83ns/r6tATJ3Sr33xO0NPlEYQW82tJlssu44MtEq48XyFr0fZsziykKVcdHEcHmWGoA8ww3A5tb4SlpfNzcgtw5526NfHqqn6PpSXd/nhoWFAoKISAuFC4MRC2IpOWJOJw+lyMwb6QZELRbFs89400p0/rdsarq3D0KIyP6/bD3d2wsgLLy4p0MuLu2zvs7guZPhdDygSeZ5PLXbzOV86s3bfv0scjxGt7zrg5Op0OZ86cIZvN4rou2WyWdDp90f+dGIZhGIZhGG9dUkrKp8ust9dpzbSY+8wcTtIhlojht32cuIOFhQwklmORHkrjt5Vu03PF/Sra9UhvZ6O/B0AEwhUopZBc58VTBMrS5bVBM0A4gq6xLor7ijs2k1KycrzK8KE0wrnGGxHdxFU3UVEIraquuhUCklksN/mqD8N441JKMTc3RxAEZDIZ8vk8AwMDJBIJ03XIMAzDMG4B86mlYRjGm8hmm+NisUg6ffE8ofFxHa6Wy7py07YtSu0svek6A8U23zyTZ6joUcj6LJUS9BU6zK4kWS4lCJSDbetw1/d161+ldKvejQ1dCXs9pNQBshC6uvShh+Bnf1ZXz37qU/Af/oMOiIUQLK7FKWY9Nmo22YzkwIRHs2nz7odanJuPMTsfY2XdYnXd5s+eSLFe1scNuor4hRfgm9/UM26TiYChokdfT8jeEZ+gLRkoeHQlW3xhIcsLL8SZm7M4cEBX9m7anFlbrV7fcRuvj80Zzd3d3Qxc+BdpGIZhGIZhvG0sTS3x8uMv0w7bDH7bIF//2a/j5l1i8ZhuKdzw8Rs+sWQMERdYWLSWWsweS/Lgd105oLIsePmLNYQtdDAqILJ0X2I345IeSFObq+FXXmUb4lcKwU7ZeB0PGUri+Yt7FFemK3zj92cY/Wd3XHV3Uiqqix281cp2q+RXUErBxjI0KjufqK2j3AQUR7Ac0wL3rWBtbY1Op8PevXux7SuUjhuGYRiG8bowIa1hGMabyNraGlJK+vr6AB18XthSV0odqnZ3w/q6ri6dLRXJOk02GjGGih3cWMT0Qhov0HdcpxIh2DF830Yp/eFDJqO/gkC3ES4W4Wtf0+9zPW2QpdQham+vns/qOLra9NFH9XxX34dKBaaOJnjgzpChgZCJXT62gOlZByUtPvzeFpUNwdk5h3//a0VKGzHGxvRxl8u6+jc6P8Mp8CLec38Tx5EM9Ibs3+Mzu+CQSSuG+30q1SarlZBj0xmqVXjgge2gtl7X+8znr+MvzHhdKKVYXFzEcRz6+/tv9XIMwzAMwzCMW2Bpaokv/dyXqK/Wuf/f3c83/903qc/XcVyHVE+KwXsHiYKI2nyNdqmN3/KRSpLoTpDaNURpOaDQKxH2xWFtFCpaGyEnnmpix3WwJUOJ4zpIKQnqAVE+QiB0lW10HQdiQbIniWxJssNZChOFizbxqh7rp2sc/9MFDnxwCEtcOmBWUmEBU38wj5Wo0H+4/6IRIEopKC/qCtpL8Tuwcg41MI5lm/7Kb2aNRoP19XXGx8dNQGsYhmEYbxAmpDUMw3iTqNVqWxdUQgimpvTM1BMndBVpIqFDWd/XVarT0zqordeTeO1hHjk4S1fW58RMlj/44giuKzmzmOYbp4vEc2l27dIhqhB6huv6OvT16YD23e/WlanNpg5Ar6cFchTBhz4Ek5Pbj+Xz22GwUuD7Dl2ZJN1dG7x4NMHausD3BZmk5NyCwz13eEy9nOarz6UZHrZIpfSaGg09YzYW01933dZm96hHrW7z0stxXngpQSqluOOAR293xEBfRBgF7BoNmJmLceKEPmbQs20nJ3VFsvHGViqVaDabF81oNgzDMAzDMN4epJQ896vPsXJshQf+zQOUni/ROt3SIWokaaw0KE+X2fvhvfTd3kflXIXZJ2axhMXwg8NkejMcPyY5fG+dbD5CSoUQejYsQGsj5Hd/4hxBW2IJPX/WEhaWbRF1IlC6PXGikCBRTFBfquvHQf9+akMsGcNv+rpFsnX+6xLXVXbcRgUKJ+mw/9v3XxSqAsTzcdy0yxf+9VHiWZfxd/QShRL7gtbHMpQo4BufXqHTFLRmSlSmKxe1TsZrXT6g3d4ZVNeh+9KVuMYbn+/7zM3NMTg4SDJpWlgbhmEYxhuFCWkNwzDeBKIoYn5+nuHhYZLJJFNT8PGPQ6mkZ6dms1CrwfPPw+wsJJPwznfqylffB9fNUAkneH6qgQwCxoZ8fBFnQ/Uyt5bGLluMjelZsZ6nA9pkUu8bdAC6vq73db2SSXj55e1AGHQQeuAATE3BHXfo2bJfeCLOzEwPmaSkkAs5MOGRTEieeynN/3miyDeOJbCEIHF+tFKno9spb/4c+BHVGnzhKxkiaWELyUbd5q6DHRaWY1TrNnvGfCpVG1v5xOMx1tbg3Dkd9haLutr3Ep+JGG8gjUaDlZUVxsfHzexZwzAMwzCMt6nSqRKzX5ll71/bCxLmPjGHk3Jwsy5+3UdKSW2uRrvcJt2TJr8rTywVQylFsqADqzAQvPhMDsdbY3DII9cXw2spvvlnFb7xmQp+W4IFVswiFo9hJ2y8qgcSREy3QE4PpBFC4KZdKmcqoNBtkb0Iv+Xrn9EzbIUjCL1QB7USsHVAa9s2tmsz8aEJ9n9k/yWPtzBRYODeAUqnSvzR//0C4+/q4+AHB9j9cB+Oa9Msexz55AwzL1QpHhrAzbrU5mt6va/0yhbHl9PaQHX1YQlTgflmI6VkdnaWfD5PoXBxZbZhGIZhGLeO+TTTMAzjTaBarWLbNvl8Hil1BW2ppANNIWB5WVfU1mr664kn9PdDh2BwUAeiX/5ynJdfjpNOw3x9gCjSr83l9LYrK7pVsOPolr/798Pamn79Jz6hq2gtS39dDynh+HE4dWp7Pm0+Dx/9qK5e/epX9fHo9dhUI5tGO0a5keD4bJ7777c4eRKWlnTg6/v6exTpKlwh9HH4vmJtPUZ/b8DoUEi1LphfFqyUHO484FFv2pQ3bO69s4PtWMwspalU9DE//LAOaC+s9jXeeIIg2LobPJVK3erlGIZhGIZhGLfI2rE1wjBk4N0DzD0+h4oUQghSxRSRFyE7kqAZ0FhuYNs21bkqvQd7UUqxfmyd/GgeN+tSOl1i+k/PIANJbneOVCFFu6Lwg+2SV0tYiIQgaAfISCIcgZPULZU3q17j2Ti5kRyttRaWbSE9iaV0Ra3l6ArdKIh0OGtBvDtOspgkaATYrs3Ye8a474fvu2QVLYAQgtv+0m2sTq2y9OISJ/90gSN/eBbhCGQgUUqRGcyw+927EULQqXZwEs4l59vit6/tJCsFoQ+uqcJ8s1lcXEQIwcDmbB/DMAzDMN4wTEhrGIbxBtdoNFhaWmJsbAzQbYxPnNBVrpsB7bPP6irSXE4/Pj+vq1VLJd36OAh0MBqGep+plG5p7Hk6fHUcHZ5OTOjXx2J6H93d+vHFRR3OCqF/3tz+1bQ9tizdilhKOHsW/u2/1eFwu63XNTSkQ+fTp/Vs2SDQ22cyuqo1lbJYW4OTJ2FkRFe8Oo7eh+vq7cNQV9R2OqCkRTod0VuMEAIcW5FJKzoerKw5DA8GrJVsDuzxuf9un/W2ruD9qZ+C97/fVNC+0SmlWFhYIJvN0t3dfauXYxiGYRiGYdxCCsW9//xemjNNKlPblaFuxiU7lKW+VMfzPGrzNWLxGAOTAxx87CAAxx8/TulEiepcldVjqyipyO/Ok+5JA5DuSaOkojJdgQhkR9IJOziug4iJrXDWTuysME10JXR7YwWxdIzigSJe06N6tkrQCAAQcYGbcnFSDkEtwEk6THxogvt++D4GJweRUlKZruBVPeL5OIWJwlZwOzg5yKP/7FGe+5XnmH1yFq/m4bd9HRCP5Ri6d4jMQAYpJdW5KgOTA5ecb2u8tVWrVer1Onv37r1s6G8YhmEYxq1jQlrDMIw3sHa7zdzcHENDQ2SzWUBXnnY6usWxlDqwbbeht1cHi64LrRZ0dekWxU89pUNNpXTF6ma4C9stjZXSrwlDHVTG4zA2Brt3w6c/rbffrFq9sE3xq7G5j0ZDrzeb1WteX9eB8NNP63A4lYJ9+7ZD4nR6u3o3l9PbHzig2xqHod7X0aN6m83QOYog4UIuI4k5+viCQNDTFWJZFht1wWC/RRAIPN8iCOPU67qC1gS0b1xKKer1OvV6nWaziWVZjG725DYMwzAMwzDelqSUuPtd7NM2z/+T50n3pXeEUU7KwYk7uKMu7/zH72Tw8OCOsLP/cD+V6QorR1b42r/5GjKUJLt3VotaWCCA6PwDIYRRiJNyyO/K45U9pCcRye33jbyIsBViuzapvhTxXJzmWpN4Nk6ikKBT6SBsgeVYoGDkHSNMfv8k+z+i59AuTS1tBchhJ8RJOBQPFDn42EEGJ/Vs2MHJQb79V76d0qkSJ//oJKf/+DRSSnpv7yWR0+9RnauSKqY4+NjBS4d0bhLawdVPtGWBc4lKXOMNp9PpUKvVaDabtFotRkdHicVit3pZhmEYhmFcgglpDcMw3qAajQazs7P09fXtmBuTz+uAsl7fnhWby20Hi5633bI4m9VVqV1d+vlM5uIAUgj9PMBf/as6KH36aR3WfvObcOyYDkOTSf1+m22FX1lFuxmkKnXp45FSh8v1ug5iQbc2rtW2X9ts6urfMNTrsO2d7ZXjcR1SHzumt+109OuV2t52a13Cpt60yaQjgsAmmZDsHg1ZWnFYr9hUqoK4KwlD+OILWTOD9g0siiLK5TLlchmAXC7HwMAAmUzG3A1uGIZhGIbxNiWlpHS6RKldAgfW/3ydqBPRWm2RyCcQcYH0JJ1qB6UUe963h9seu+2i3x+FEBT3FfGqnq5qTTg7AtfmalPPlw0veNH5a5SwFbJ+dJ387jxezUPEBUIIpJS0S22UUiil8Bs+C19fIPIinLhDLB0jM5xBBYr+u/rpVDr03tG7I6B99uPP6lA3H8ftclGhYumFJWpzNR742ANbQa0Qgt4DvfQe6GXP+/dsBbuNhQZOwtmqGt7c/iLZbmjXrn7C011Y5nfvNyylFI1Gg1KpRLPZJJvNks/nGR4exnXdW708wzAMwzAuw4S0hmEYb0Ce5zE7O8vg4OCOgBZ0S+IDB2BqCvr7JbGYIpEQgEW9DmfO6JBzfl5XvoJuEayUDkjDEPr7t/cnpa5GTad1uPuFL+igdHRUB8Jnz+ogWMrttsLBJW60TqV0aBpFFz+3OcvW8/TPYajn5m7OxU0k9PtvzqhdW9sOluNx/dp2WwfO6+swO6tDWcfZ/r5Z4dvTo48zCODMrIsbk+weCRjsj8imJbatkEqxXnEY6As5u5zlwCHHzKB9A2q325RKJarVKslkkoGBAXK5HNb1DkY2DMMwDMMw3tQ2q0zdQy5O2mHh9xeIpWIUJgrUF+t0qp2tbW1XsOe9e7jvRy4/4xUgno+T6E7QqXbwNnTgioLqfBUVXnAnqg22ayMjiQoUXt2jsdYgkUnQXGkSS8YI2yEKhQwkMpI4CQekbr9sWRZBMyDshMSSMZKFJLnBHJWTFSrTFQoTBY4/fpzydBkZ6XbHMpIIW5DoTuDVPI794TGcpENQD3a0QR6cHNyqDL5Ui+RLcpOQykOrevltbAdyva/mr8h4nURRRKVSoVwuE0UR3d3djIyM4DjmI1/DMAzDeDMw/8U2DMN4g1FKsbi4SFdX10UBLegg8rHHFI5qQxgR3mGTSEi+PpXk9Gkbz9PbXBikblaX+r4OXYMABgf1z7WarlodHYVnntEB7R13bM+fHRvToafnbVfiVio7K2YdR4eol3PhPFvYnh+7ubZOR/+czeq1SKnbL+fzMDenn2s0dPWslDqYHRjQa4/H9fsXi/p4Nts3nzkDYNPw4nT8iI4XgbKo1wWDfRF3HPC47a4EE3dmmdhrKmjfKKIoolqtUi6X8X2ffD7Pnj17SCaTV3+xYRiGYRiG8Za3NLXE0//hacjBnok9zP/3edysS32+TiKfoHtfN43FBn7TZ/BwD+/7R3fjps5//NWuQzK7Y3+bc1/bG23SfWnqS3XshE17rU2kIqLWzrtQbdfGdmyELQhliFIKIQSp3hSttRZe1cNJOWT7swTNAOHqubX1+bpubywsLNvCb+h5tSImcLMutfkaXtWjMl1h/ul5GqsNiCCeiyNcgfQlrdUWoR9S+90ay88vY8fsi9ogb1YGXyvLslDdQyBsaFSAV7RGcpNQHMGyzUeIbxRKKVqtFuVymVqtRjKZpK+vj1wuZzoNGYZhGMabjPkNyzAM4w1mM5waGxu77DaTh9r0f2+D57/hsLxiMbfgkE0HRJEgHrfwPB1Uboajtq2DTsvSj6+s6MdcF/r69J8PHNAtji+cWSsEHDwIy8uwuKjD2v5+HZhuVumCQghJKqlwY4qNqiCMdGXvJil1taxl6aD1woDXtnVFre/rKlrX1Y95ng5gSyX9ms0qXMfRj9dq+nWZjH6u09EzbjdD5mpVr7njOXz1+SyoiISryOck73s05P2P5bnrbvuG/t0Zr1273aZcLrOxsUE8Hqe7u5t8Po9tm78jwzAMwzAMQ5NS8tyvPMfykWUe+HcPcPLXT7L85WXctEt2OItf9+k73Mc7/sE7CBoBA7sF1oWZVacJdgzcBMBFc1+DdoBf87fCz42zGzve307ogBZ0uGk5FspXuBmXh3/8YXIjOTrVDomuBO1ymz/98T8laAUIW5DpTTL5PXvo3Z+nutDk+d85RW2pjYWFX/dxEg7xfJz2RpuNmQ1UqEj1p7ZCN5EUREFEbaGGkorufd303tFL2AxZnlq+qA3yq2FZFhQGULkeaNUgCsASkMxinT9Xxq33yqrZrq4uJiYmSCTM35FhGIZhvFmZkNYwDOMNpN1us7y8zO7du68cToUBgwOSb+/3Gd8V8YefjvPkMy6ppMQP7K0q1c3ZsZthrWXpSlWlYHxch5pLS7qCddcu3UY4u/PGcgYG4NFH4dlndXXq5sxY29bBayYdIixFGFlEob4BO2ZJgtACtj8RabW293lhSLu5Pim3q38Tie0wOQz1zN12W6+t1dLH0Gzq7VMpHey229szc3M5GBrSx1OtQjxuYdsOmQxkstDw4yjTMfeWU0pRr9dZX1+n3W7T1dVlqmYNwzAMwzCMyzr5mZNMf26ayf9nkvrpOmtPreFVPWpzNUonSyS6EjRXmwzfN8zBvzABtdLFOwl9cBNbc19bpRb50Txu1sWv+4SdkE6tQ6qYIlFI0F4/3zIoBpZtoZS6aPxGLBGj/87+HRWsi88tkunP0FpvkSm6fOf/fA9u2tGVq1Jx9/dM8MmfeJrAC+iUOgxMDlCYKFD5QoWwFRLPx3dURXp1j8q5CmEnBAWLzy/SWm8xcPcAPbf3sPD0Al/5xa9w+3ffTt8dfRT3FV91VaVlO3pGrfGG4nkepVKJjY0NEomEqZo1DMMwjLcQE9IahmG8QURRxNzcHL29vaTT6StvfP52cMuC2w9GeJ7PsZMOHU/Q2R6/hG3rbaJIf3ddHWrWarqN8NLSdmD6xS/CzAwkk7Bv3863GxiARx7RLZKVgpde0kFpFERYKPzAIggtWi2LKIJkQiKVuOR82lfabIG86cKZt+vrOrCNIh3WCqErZlut7VC3VNoOlj1ve0btyy/r7ZNJ/VrHge5uOHRIz7x9/HE4fNi0Ob5VGo0Gi4uLKKXo7u5mbGzMzE0yDMMwDMMwLktKyck/PsnoR0bJjGV48Z+8SHO5iQwkbsYl9EIiP6K11uKFX3+Bwp48/SOXuDNTCMIw5IVff4HS6RI9t/Xg5l2EECQKCUYfGWX1pVW6dnex+/27+fLPfRnlKQgglCFCCIQjUELPnLWExdCDQxQmdo6qiefjZPozpPvSvOP/GsdNOwj7/HWcsJBS8aGfuZvHf/J5usa6OPjYQb2GfAIn5egK3JgAiW5xPF8jqG/PtOlUOqzWVimfKutZtVWPsB0y8+UZUr0pxt45xn0/fB+Dk4NbLZ2veU6t8YYQhiFLS0vUajVyuRzj4+PmhlbDMAzDeIsxn4YahmG8QSwtLRGLxejt7b36xokU+G1QOuHcNRqR7xLYtkUsplsHW5YOLGG7olYp6Ora/p5O63bGuZwObk+fhq9+VbcQHrygS5aUMD+vw9vVVXjPe+Dpp6HaUsRsS7+XUGyWp/qBwDnfxvh6RJGumN00N7fzuEAHsJWKDo3LZd2u+fnndcArxPbrPU8Ht6urcO+9cOIETE9fHEgbN1cYhiwvL1Or1ejv76e7u/uiSgTDMAzDMAzDeKXKdIVABez963t57qefo3yyTBRGuBkdsFqWRdgJSRQSBM2AY584Tt8/vAfLb2/vRNgsHNvgyz//BLNPzuLEHJprTdK9aXoO9JAZyCCEoGtXF6WTJWoLNVKFFM2Vph7VGumwWEZS/2xBdjjLvT9470WhZ2GiQPFAkbWjqwzduTPABRDCItuf5OBH9jD2nr1bbYqThSTJ7iSlEyWaK00s2yLoBCj/gnZElp6NG4URft3Hr/sQAyEEUkhaay1O/NEJGksN7vi+O1h/eX2rpfMrZ9gabzxKKTY2NlheXiaVSrFv3z5c173VyzIMwzAM4yYwIa1hGMYbQKPRoFarsXfv3msLrIQNuSJ4LVCKwrCLnUgQBDvbB2/PoZUk45J8NiQhQvaNKcaGYuw9lNiqJO3u1tWyn/scPPEEfPCDOryt13U4WizCgw/Cb/yGDnF9HwQWsZii41mAQp1vqxxGO1sa30hKbR/X5rzdzerbWk3/vLGhtylkPMYyqwzEl7GQ1L0kzWaC1nGIj45QraZuziKNi0gpqVQqrK6ukkql2Lt3r/mgwTAMwzAMw7hmC88uMPjtg5z6nVPMf35eh6QCVKiIZ+Ng604/iXyC4sEipRMlyosBxV15CPWM1a/9yhRf/ZdP0d5oo0KFL3y8hodX8fCqHvs+MMLo4RS2HWM15+C1IdWzl9N/emaraheF/kIHtB/4fz/A8D3DF61XCMHBxw7SWKqjpMISl77Ou/+H70dcMPfVq3sEbV0x62ZcHdAGOy+uhCOwbAv8Cx4MQCLpLHfA1tvMfnWW8kyZwliBrl1dWy2dL5xhO3BnL+ro15Ff/ROYn9bnyk1g7T+MeMeHYc8hc1Pl60QpRavVYmVlBd/3GRoaIp/P3+plGYZhGIZxE5mQ1jAM4xYLw5CFhQX6+/tfXWglbEjqPr8vTcGxY7padOe814iYrUgkInKZCDcm2TPU5NB4kzv3tyDmstLupeJ1ARZDQ/Dww3DkCJw7p6tTEwmYnNRtgj/5SXjuOR3Q+j6gIJmUyMhGoVsdK7UZDN+oM3Rpm/uXUrcyTiR0Fe3EBDz9lGQks87thTM6yZUWloBiok7UtmhWIh7K/QE9R7Ocyn2Uas0in9evNV2/bizf9ymVSlQqFVzXZWRkhOwrBx8bhmEYhmEYxhUsTS2xvLRMZn+Gk791EsuxdHCpIGyHyFAiYroNcfe+bhK5BI2FBl7VB7cH3CQv/Y+XeOJfPEnQCIilY4StECyQnqTvrhiP/K0Bdt+XQimFkha7DvViOxahDzMPH+LZ319m5UiFoKUD1Hg+zof+zYe47bHbLrvuwclB7vt791OaWad7LImwt8NOpcByYlix+NZjUkpOfOoEiVwCNawI2yFWzMKv+Tt3bEPkR/CK0THbOwfpSzpeh8iPGHt4jERBB8GJQgI377J2ZI2FT3yJ3k//OTSqeqTO+U5NeG3U0a8TffMZGNyF/QP/CKvQ8+r/4oxrIqWkWq1SKpXwfZ/u7m527dqFfWELKcMwDMMw3pJMSGsYhnELRVHEzMwMqVSK7u7uHc9JqdvxVqtcMUCcmoIf+zH4+tdfGYxGCKG2qk2ltEgnI77tkXWanRjJeIQQbSZys6y1m8w0hgGLPXv03Ncf+AEdeubzupr2538eXnhB73mz5XAQ2KyuQyymtmfLKpAK4NWnnY6jK2CvhRC6XXMyqVs3Swm7dsHRI5KuzjmK2QpztT4soVDKQliKVKxDyvZYahWQyuKlT73MM5/o4aj9ThIJiwMH4LHHdChtvHZKKRqNBuVymUajQTabZdeuXaRSKXMXvmEYhmEYhvGqSCk5O3WW3kd6+dqPfA1hCdyMi1fztkJK6Ussy6Kwv0BxXxGv6uEkHOJ5HYCGYchT/+4pgmZAojuBcAREuvL2wb85xPt/ZBcy1DuzLAvrgmzMcWHPpMvIwTGe/kwftdUQy7ZoLjfpGu266voHJweRQTdqbQG1ecFm6bm05Pt2/H5cma5QOlGi/85+Qi/U1cBnyxefE19ePqCFHc8FnYDQ23mRJYRg9642d3p/hgoUFmwHtFv7OP/zyhzRL/3f2H//F7EK1zCax7hmQRBs3dDqOA7FYpF8Pm/CWcMwDMN4GzEhrWEYxi2ilGJubg4hBMPDwzsuzqem4PHH9dzUTkdXiW4GiIcPb4e32Sz88i/r6tYo0tvpatqIfCYgCC1ijqInH5BMSvoKAUEkiMckbc8mk9JDY3sSJSIlmG8OUa/r4POOO/S8Vil1QHv8uN5/sajbH9dqOqyNIpvoouGzArh8GLcZNku587FrDWhBh8fj43pNlYqeR3viBDiNEgQxPL8bP3KJiZC02wYsKp00q1Ee24qoeBlOVIY4lH6OrsE8M/adTE3pY/vYx0xQ+1p5nsfS0hLtdpvu7m6GhoaIxWK3elmGYRiGYRjGm9TSySXSd6aZ+udTqLbCdm1CP8SO27r9MOh2wo5F995uFIrqXJWByQEKE3oW7LkvnqM2V8OO2whbz6+NpWLc9YFe3v8juwDdHvhyLAGxBDz80QTPfR5qSx6xZGwrBL4aEYujBnZDpw6hD3YMklkssTOM86oeYSfEzbokCgnSfWmyw1lOfPqErvzddKWA9pVCaK+3yY9st811VIe7E1/AUhLrah2QpIRWneg3/1/sH/vX5qbLG0BKyfr6Ouvr66TTaUZHR0mn0+bcGoZhGMbbkAlpDcMwbgGlFIuLi4RhyPj4OOKCEtmpKfj4x6FU0pWs2ayuZJ2a0l8DAzqg7XRgbQ2ef163HnaczX1DPKaIpE0UWSipqDUVvd1tcpmIp76R5x13VVlad9k72saydNg6kFpjvd3F3FyKyUlduQs6EH7uOX1tns/rAHd0FE6fhmZzc9XXfqevZUEqpcPkzZD28teiCguJ7YCwIAg3q4VtikW9n3od5ud1a+Z0WnIwfopjK4Osd3IU3AauExBEMSQWMSuiESZIxSIEkomuZSwLRirPUNt7B/m8xZEjOiA/fNi0Pn41lFKUSiVWVlYoFAqMjo6aO8ANwzAMwzCM69Jut6kEFc7+zlmqR6ukelM4rkO71KZT76BCpQNa2yKW1jcGrh1ZI1VMcfCxg1vXWc2lJkoqRExszYdNdcf44I/tuua1CKGrasfvUDzx7M4Q+FpYQkDqyvNF4/k4TsLBr/skCgksoY9LxAW0Lv+63HCG+/7W7Yw+NEDQCjn2qWm++funiDx9M22n1gF0ONipdBgTR7CTwRWuw15BSliahTMvw8Tl2zsbV9fpdJibm8OyLHbv3k0qlbrVSzIMwzAM4xYyIa1hGMYtUC6XqdVq7N27d0eQJaUOCEslXcm6GRIWCtBuw+c+pytHP/hBaLXg2Wd12AmbLY1h87Zqz7f0jCYlaLZjrG9E7B7u0Gg6BKFFPh3y0ok0hXxILh0iBFQW6xSLKR57bPu9q1VoNLbn0CoFmYwOi6endx6XbeuK3svZPFTP2678zWT0n6vVV26tsCyJY0PM1SGtQm8bj0ckEjbr67C4qNc0MgKJTplCooYQg8jIYq2dJxu26U3VcISk6ieRQCuMM1fvIb4SsadrhW5KZFrzNNKjjI7qitzpaV1JbFxdFEUsLCzQarUYHx83HzQYhmEYhmEY1y0MQ2ZnZ8k6WZqnmigU0pe4WRcn7ZDqpPDrPq1yi7ATYmERNAOG7hvi4GMHGZwc3NpXejCNnbChA5EXYdkWt3+wG8t+dZWLQkD/KOSHd4bAN0phokDxQJHlqWXcvIuFRflkmXg2jvIVQTO46DVjDw/yV//gL+DEbYQjkJFk7wfHuP8H7+S3P/IpvJrPxuwGq0dXaa23aK+3eMf7jr76xQmB/NpnsU1I+5ptbGywuLhIsVikr6/PVM4ahmEYhmFCWsMwjNdbs9lkeXmZ3bt3X9QGdnpaB4SjozurOKWEU6fO373tbM+rVWo7GPX987NihSIMLSwBwlKgIJKKtXKMrzxfYGyozbmFJPt3tVgqxfnGyQyWBb2FgAfvXOfuby9y1+T2fx4WFnQQWirpINVxdAVrLLa9FtBrUUqv4cLvF4rH9ePt9s7XjI7q59bWLgx55VbD5M19CQvcJIwOR8zM6Jm4YajXs7ICh7IVKp0Mji3pTdWoeUlaYZyFRoFQOaRsj6FMBS9yycQ6zNe6WW7mOdi9SJRcQO4eJZvVlbkXh8bGpfi+z8zMDI7jsHfvXhzH/GphGIZhGIZhXB+lFLOzs6RSKYaGhhi8b5Dy6TKdaodUPIUQApES2AmbSEa4ocv4B8Z550+9k+K+4kXh6e737qZ7Tzcr31xBKYVX8zj8bcUrDGi5PEtYvPPvTJC/IAS+UYQQHHzsILW5GmtH1nCzLvXVOk7cIZaJgdBzdKUnQYHtCv7K734rTkK3cQa2vg/cUeQD//Qh/vgnn6BT6nD2i2eJpWIUeyNyKe/VL05K1MmXbuThvm0opVhZWaFcLjM6Oko2m73VSzIMwzAM4w3CfJJqGIbxOgqCgNnZWQYHB0mn0xc9v9nG+JXXbJUKrK9Dd7duMby+vv1zpaKD0s2w1Ba64tQCpNIfO9g2CKGotWwWV2L8eaNAx7d4591VpIRa06FccwgjCyE9Nv/zsDkbd3MfoIPZRmM7iN18LJ0GvxNAFBK3Q6S0cOyIbLxNtZOi5bsEHZtQCZSyt0LoWEwfdyajv86ePV9le368UyTB6+j36sor7p0MuO1QxMnTMZ76uk25rNfTaEA+SBEl8+RiTQLHxpcOrVacSMYIlUNPvM5otsRKq5sgcmhHLnPlHs5t9BFfS1Cfg8FBXeGbv3InMgPdquvcuXPkcjkGBwfNneCGYRiGYRjGdZFSUpmuUG6WiWIRY2Nj2LbNoccOsTK1wtKLS9QX6qS6deeWVrmFkorBuwd58EcfpPdA7yX36zgOEx+eYOWlFYJGgIhDfuDa5sm+kmVZZLtfewWtCjxYmkEtzcDyLKrdBCUh5mIVBxgY3M1DP3iQY3+yyPSfTlOdq2JhYTs28VycZG8Sb8OjU+kw8egI6Z7kJd9HOIK7vu8gn/+Fp/EqPkjwN3yyduc1rx2/g1LK/N7/KiilmJ+fp91uMzExQTz+2v7dGYZhGIbx1mRCWsMwjNeJUoq5uTmy2Szd3d2X3Caf1wFhva5bHG/y/e0K082wNIp0SJvP6yrXzec3w9Mw0pW3riNxbEmr7SCBtTBOpQ650xl6u0ImxtqMDXqMDnicnkvy2T9R3H6P3tfjj+sQ+D3vgSeegOVlXQWbSOiwWEqwrIhiqslDw2coNVyaXpxKJ00niBGzJWO5MqniEnPVbkrtDBnXY8NLU/eTBKFLuaz35zi6ovb22+HIEcjnFemkIggtLEuRiENfr+S2g4p3vyMikRR86cnt45US1loZEqJFzU/TCJJYSmIJRcyKKMRa+FIwW+ulK9lkemOAuB1QSDQIpY0lLJaW4Nw5+LZv257Ja1xas9lkZmaGnp4eent7zQc1hmEYhmEYxnVZmlri+OPH8W2fgQ8PcO5Xz7HUv7TVuvjRn3+U5371OWa/MktjpQFAopBg7J1j3PfD9+1ob3ypfVdOVijsKVBfqmMRXsdKFcgrzHi53KtW51HPfwn1ja9CcL4N0uaFDIBloSwLJSU9wIN9uwkGYqy8pFDKQimF3/QJWyF22gYJhV05ZCgRzqVD41jSIZFy8Ur+1mN+4zp+b3di5vf+V0FKyezsLGEYMj4+flEnLcMwDMMwDBPSGoZhvE6Wl5eRUjI0NHTZbSYm4MABXcGaz2+3PHZd/edyGcbGoFjUYW0Q6MrPTgdqNb2tQrc8ltLCERLbgjAScL71sVIWiXhIacPlyJk0G02Hew/VKeRDBnt8vnA0tjVrdrP1cqGgg9rnn4e5ue2ANhNvcd/AWW7vm2O9laUTZOhOtRjObeg2xvkKk4MzHF8fIhNvc7bcx0hXmXPlXup+AktYLDR7iSIbpeDMGV1NOzQEH35/wEbVIgohm1P0dEuOnbSxheT0WcH/+kSMZlOvc/NzjY1OGhn1oQAsgaUkwoKGjNGJXGwRkorpwbp+ZINSxOyQQFq0ou3S2Ve2aTa2KaWoVCosLS0xODh42RsODMMwDMMwDONaLU0t8ezHnyUSEXv/3l6qX6sSc2IsTy1Tm6vxwMceYHBykG//T99O6VSJtWNroKD39t5Ltje+kJSS448fp1VqMfGtEyipqM1ez2wTC+xrD9tUq4H8k/8OR5/VF3WvnBezteHOn2Olc7z/Xrh3wubTnywyt5DEdmyUpQhLIWEQUltqXjagBYj8iFZ5Z+VstRaj0xEkEvKajwEAS8Dwnlf3mrcxz/OYm5vDtm3Gx8exN++2NgzDMAzDuIAJaQ3DMF4H1WqVSqXCxMTEFT9AEAIee0wHoUeO6IA0m92+wVpK2L9fh7Q9PbqytadHB7quqytqLSAZj4gcgRuTWALCEKS0sVBYAnoLPp5vE4YWjZbNmbkk92Tr2I5Fpe5uzWO9sPXywAB8+MP6PcrrAbs6z0OlRE+mjgDG8hWUgqQTIBFkXI+7h2aICUkzSJCMRdhC0glcYnZExu0glWBf1zzzjV6Uk6Je18f4bd8Gt90p6Ml5hKFuiez7sLIqWFwRfH3KZm5Bn8cLZ98qLGpBGguJhSLhRDhWSCgFfmgjRIxKx6fmJ+lL1WiGCdY6eaQCT/Wye1wHxNWqnvm7b9/N+zfxZhNFEfV6nVKpRBAE7Nq1i0wmc6uXZRiGYRiGYbzJbYaonXqHAz92gPbpNsFKQKKQwM27rB1Z4/jjx+k/3I8Qgt4DvZdta3wplekKpRMl8qN5fS0moLCnm401Rb6os8dXR2FlClffDFAnp5Cf/m/QaW8e7DW/izhfsJrLRfyNH1jlua9n+cLnC0RKoCIFIZz64ixew8dNxbDEzgrXKJR88w9OETR3Vg1HkeDFlwo8eF+JK1yaXuJgJOKd3/oqXvD2o5Si0+lQLpfZ2Nigu7ubgYEBU31sGIZhGMZlmZDWMAzjJmu32ywsLDAyMnJN82cmJ+FjH9Othk+cgPl53Q74ve+FxUVYW9M/T0zoP09P67bH994LTz0F6+s2iXhAMuHRajn4oUXbc7BQCAscR9Lq2LiuotmxGY17LJddTs4mOb7QQ7likU7r9sOvbL0sBAx0e7zL/xTS2qBmJXnXrhN8c2WEs5UehAXlTprbexfZU1yjO9mi3E7jh4KNdop24FJpZ4g5IRYQRRZRaJFzangqwI/nicf1+5U3XAq5kGJ3iFTQaFgkEoqXTwrOnHUIAntHdzDNRhGisIEIpfsx49oRHWKgJGvtLpSCvuQG4/lllpoFSn6RRNJm/37o7YWXX2YrqH47klLS6XRotVq0223a7Ta+7xOPxykUCnR3d1/xZgPDMAzDMAzDuFaV6QqlkyXG//o4siNpHmluPSeEID+ap3SiRGW6QnFf8VXv36t6hJ0QN+vueHzhNHRde9a7zY5B/uovlM9/CfV/fgd9G+1rb9Wz+Wv3PffW6e0L+N//ow/v/DWQE3P48r95kff/zP1YUiEcgZIKpWBjpsbnfuapS+7zhaluHryvtDU65qosC1JZrNsfeM3H8VajlML3/a3rpVarRafTwbIscrkcExMTJBKJW71MwzAMwzDe4ExIaxiGcRN5nse5c+fo7e0ll8td8+smJ+HwYR3AVqu6UnZiAl56aTu87XR06+O+Ph2mSqmrai0Lkq7CkhZBqOcc2baeS5tJSpLJiGojRlcmIAgsSlWHE+dSvHAsw7GzWZwY/N2/Cz/0Qxe3XhYyYN/yp0h2Vpiu99KXrnGu0kOlnUYpi+FchXI7BZbCtSMiaeGHNsv1PM0gTjIW0PATdMc6eFGMpp+iEzrE7Ii+eJlMImKt083sLPT0WEzPpqjkA3oLPrGYota0OPJyjE5Ht4raGdBuzoXa/JRBEEkbhEIqgaUUoXIQUhIqm9MbQyhskglJqreHVhtOnoR4XJ/PfJ63vCiK8DwPz/PodDpbfw6CANu2SaVSJJNJurq6SCaTOI75tcEwDMMwDMO4sTrVDn0f6sMtulS+WLkoz3SzLrX5Gl7Ve037j+fjOAkHv+6TKGyHZuuL4LUhFlcIce2VjlbvKNZVym/l1JPnA1q4noD2QkLA6GiH7/5ra/zef+8jaCnCTsjM00t86ke/zKGP7Kb/9iJ+3eebv3+S53/jGF7Nv2g/hWGXeDrJl54a5n3vXLh6UGtZIAT23/gHWG/D64HNMPaV10yep/89JhIJkskk3d3dJJNJ4vG4qZw1DMMwDOOavf1+uzIMw3idhGHIuXPnKBQK9PT0vOrXC3Fxu91Lhbfj43D2rP55YQE++UmYnk5gdTZoNAUdX+DYFumEolgIkNJCJiOCULBcclled+l4NoEUpNI2hYIOgX/u5+Bv/23dWnmz9fLt3pPI+gbT9V6EpVhv5lht5hjMVhnMbtAOXU6uD7DRTjG7USThBMRESFeiTSBt9heXeWp+L+V2mkA6RNIilA62JVEo4rJOp5nhmWdc6nU4dMhC4VKqugQBPPcitNs6nN0e1xQhLN0OTKEvoqXSF8U+DnakEChcJ4DIQiBRlkUzSDDf6CGfy9GTs3FisL6uq2jf9S4dir+VSCm37vRutVq0Wi08z8O2bRKJBPF4nGw2S09PD/F4HMdxzIcLhmEYhmEYxk0XpAOy+7OsfHqFmHvxrFe/7uMkHOL5q3clupTCRIHigSLLU8u4eXerI4xSFi89Kbn7UX2b5zW1Pc4UoG/XFTdRy3OoP/qt17TWqxECRobbvPtdZb7wuQJBM6B0vESn0qF0topf92lX2rQqLVR7Zzh857d08Y6/2kvfRPL8I/tY/fIRiuVvoiyBpS7RitmyIBZH/MA/xBo/eFOO6Y1EKUUYhltdhTY7CymliMfjW1/5fJ54PI7ruuaayTAMwzCM62JCWsMwjJtAKcXc3BzJZJL+/v4beuF2qfB28+f77oNdu+Dxxy2efaaLRKJNMhmCsrAEuA6kkyHDvR6Lay6rZVeHncImmY4x2AOZjG75Oz0Nn/0s/Nt/C5/5DKweW6TdWEY6SQ4Ul6l0Uqw2c+ztXt268zrjetw9OMPpUh9DuQ0e2XWKdhij6iV5aXmY5UaeQqLO7EYRP4phWeCIiEgJbCGJWxH7isvMeyOcOiUoleChh3T4/Nxz0Gzq2bTbIv2BiqUQQqGURSit87W0+n8jZaFQRNLGFpKk7RFh0wziLLcKBBVBV1EHv+Uy7N2r5wK/Fbr5KqW25iG3Wi0syyKRSJBKpejv7yeZTBKLXfxBmGEYhmEYhmG8Hmq1Gi3Vov50nfLxMr139O4YqyGlpDpXZWBygMLEtc2BfSUhBAcfO0htrsbakTXyo3ncrItf91l5qUqnlOGd353FIrpkVakMFcKxWFsAOdTP4BXSXBWFyE/+2mta57UfDzz0jjpz5V6WV1K01ltUZ6rUF+ooqUCBm3F1pef53PUDPzLIw9/Xi5Q7g9ued90OzTGCpQ1iZ17Ynp0LkC8i3vlhrPsfxUpfe1eoN6NOp0OpVKJerxOGIa7rkkwmyefzDA4OmupYwzAMwzBuGkspdWP6rhiGYRhb1tbWqFQqTExMYNv26/7+UsKnPgX/4l+ADDyStodthWApsimJ5wvqTcHR6QzCFoyO2XR37/xAYmNDV+f++q/D+x4NWfuX/wyv3iJp+ygFnzh6P/lEi4x7cduxhh+n2knxl+/4Os/Nj/Gvn/w2Kq0k9SCBH8Zo+HFSMY++bB0/EJTaWVIxj4QT0Z1qsNLpxekuUq3qitlaDcIQguDCClrQLY4VYGELpdevQCp9ZzyWDm63KSzLwrbtrWONxXTLaMcB14Vf/EX46Edv9N/I66/RaLC0tISUkmKxSDabNXd6G4ZhGIZhGG8YQRBw+vRphoaGaJ1t8ezHn6VVau0IUatzVVLFFA987AEGJwev6/2WppY4/vhxSidKhJ0QJ+FQPFDk4GMHGbizl+o3TyAqi2S6LwiJI8XxL5X4xmfWqddsBu8avOJa5FN/gvr871/XOq+FlNCK0nx56f3MP7tA6XgJS1ikelMkCglUqCifLSPbkn3vzPI9/2r8svtSCixhweH3YTUb4HcgmYJCH9Zb4c7VKwjDkJWVFTY2Nujq6iKfz5NKpXbcKGAYhmEYhnEzmUpawzCMG6zdbrO6usr4+PgtCWhB3119xx26wlapOEtLcZYXI1otSRiAcKDjOXR8i4kJ3dL4ldJpWFuDpSUQp6boZQGy+rmFWhde6JB0Lp5xBJB0fFbDHJ87dYj/8tyjnCr1kXE7ZN0OgR3QCWPYlkJKWGvlUUB3skl/to5tSZpBikbYzZ13Wjz7rP7gIAwvFdDCZsWslJBwJW5MEkYWbd9G19QqImUB+u9CKf0Vj+tQNpXS56rVgkcegY985Ab8BdxCUkqWl5fZ2Nigr6+PYrFoglnDMAzDMAzjDUUpxcLCAplMhnw+T34yzwMfe2ArRK3N13ASDgOTAxx87OB1B7QAg5OD9B/upzJdwat6xPNxChMFhBBIKXnx8VXOfHGWsFonFgPhOjTKIZ2NEK/uEUvHcNMuxx8/Tv/h/ouCPCUj1NN/dt3rvBZCQEY0GRmosZaLk+pJYbs2xQNFGksNoiCiMF6gdLzEg3+lZ6sa+FL0ja4KSgtYY4del/W/ETQaDebm5kilUuzbtw/XdW/1kgzDMAzDeBsyIa1hGMYN5Ps+MzMz9PX1kUqlbulaJibgwAGYmtLh48aGTadj43k6nHzxRThzRv/5UppN/dzgIMivf0EPaTo/pyjhBMSdkHboXrKSthW4rDfTfOrlwyzW8gxny3hRHNeOCGWMZMwHBRvtJJZS9Ger9KfrOJZCAX3pDSKZZ3Y2T6ulPzOQrxiRJDarZs//vPmRg20rkvGIeEzihQLft0Hp/cLO/cTjkEjogHbXrjd/m+MwDJmdnUVKyd69e80HDYZhGIZhGMYbjlKKpaUlfN9nYmJi6/Erhag3ihCC4r6L71CtTFdYO75GZ6PDxpkmbsbFjukLBxETxLNxvKZHp9Jh/fg6lenKxfs59RI0qjdsrVcjlcWAPE6nNESmP4PX8GiuNAnbIcneJGErJJF32X1v5tpu2iwvwdsgpFVKUS6XWV5eZmhoiELhtbXRNgzDMAzDuBFMSGsYhnGDRFHEuXPnyOfz9PT03OrlIIQOHefm4OhRGB2F/n6o1/Vjk5N6m4UFyOXgwqLfKILVVTh4EB69vwq/dBKloNxO0wljxO2A0VyJE6WBHTNpAUqtFF+d2cd0uZdTpX66EnoWqmUpvMgl7XbYaMdpBHE6oYsjQlYbORp+krTr4ViS0XyF24uz/PnZO5FSV9FexELPoY10WitshRPTM2pjMUU2FTBYbHFiLsdG3SWU+niF0OGzbev5tt3dOsR+7DF9Tt6s2u02s7OzJJNJRkZGTIsuwzAMwzAM4w2pVCpRq9XYs2fPRZ2HLheiXgsp5WsOeL2qR6fcwa/7CEcg7J2vsxwLYQv8uk+71MarXnyjqjzyzI4bW282YSn64stYYTeSFEjwah7JQhIhBJawiCXta++qI6Orb/MmJ6VkaWmJer3O+Pj4Lb+x2jAMwzAMw4S0hmEYN4BSirm5OVzXZWBg4A3TXnZyEj72MXj8cThxAubndeXo5KQOJY8fh5/9WZie1nNZ02ldQbu6Cvk8/PAPg7N6joV6nhcXx5itFv//7P15kKT3fd95vp8n78zKysrKuu+jG9UAG80CCLVIipRIy7RkS7TctmRzPOOxZY+9QY8Ne3diw2NPaHc86421Y9ZhL3zIEeNjVxMzK3kltyTLlGWJhCVSB0EQLBBNoAtAdVdV1pFVWVlZeZ/P89s/HlTfDfRRVVnH5xWBKHQeT36z0EHmk5/n+/3SaPsJ+dt0BWvYwPu7AwzHC0T8TTZLPfzO8jM0HT9Bn0PY3yIWbNBwgoAh5G9SbQVpGx/NdgDHsYkH2/htl0bbT60ZIBpsUmsF6HeLNJsP72x1b4WuBtvy9tGGfDDcVycSdulLNBhINhjua/L1awPki34sy3vO5CREIl6X8F/6S96I43tfx3W930uh4P0uZmePb5ft3t4eGxsb9PX10d/ff2z+/omIiIiI3KlUKrG9vc3U1NSBTn35sH2zjzIqOZQIgQVuy8X22RjXeHtaP2Acg+2zcdoOlm15j7/X2tKRBbT7LAvi/j3Wlpp0DXeBC3bQO2mxgzbNqku10Caa+Kiv/yyIdB1+wR3UarVYXV0FYGZmRlOHRERE5FhQSCsicgAymQytVouZmZljF5DNz8OlSw8OHPc7R3/2Z+HmTW8HbTDoddB++cvwpS/Buz+3yW+/9zx7tcitMLbWDrJZSmBZhoFoiUI9ylarm/d3B4gH6zw3sM7vr50j7HdwjU1XsE65GSZgO+Cv0xO2cV2LSjNE1N+g0o7QdmwsyxB022yWuyk3QyS623R3+/ngXPo+jvvBPlosAgEXy3LZLQZIuA7PjJcZ7a8zNtwkNjnOd74Dq6te1/Czz8Jzzz28e3Zh4XawXa97wfbc3PHrtjXGsLW1xe7uLuPj48Tj8U6XJCIiIiLyQPV6nXQ6zcjIyIF2MG4ubPLaK69RzVVJjCcIxoM0S00yCxmK6SKXX778kUFtcjZJai7F9lvb+AI+nIaD5bOwLAtjDE7DwQ554W1qLkVy9u4RuaZWhuLugb2nR+W6MDRUZ+VGiFa1hc/vw2261Eo1ShslWtUWb/xyjk//VwPYvg87TzVYg1MfHPPJO5KPq2q1yurqKvF4nOHh4RP/fkREROT0UEgrIvKUdnd32dvbe+C4ruPCtuH8+Qff96UvwU/+JLz6Kmxuet2ln/88+P3eSf/v/54hX4txvjdza6xxV7DBbHKb726NkQqX+UMz36PRDtA2NqPdexhj0RuukAhV2KnFCflLRAJN8vUYxoDPcmm7Pga6Svhth1CgjGts2q5N0/FR+2AU8gsvlflT/3UPf/EvQqt1b+U+DN5ILgsIWIbhvjqWZTGYqjOYbHBhssSGmSESsRgehv5++Oxn4fu///Z7vNfCArzyCuRy3ojoeNwbEb2w4I2Jfvnl4xHUGmNYX1+nWq0yOztLKPSAq/lFRERERI6BdrvN6uoqqVSKnp6eAzuu67pcv3qdaq5K/8X+W+FbOBkmmAiSvZbl+tXrDF4a/NBgzrZt5n96ntWvr1JMFzEYWhUv9Gy321i2hdt0SUwkmP/p+fuPlc8e2Ht6HMZAMtnCF/HRLDcJhAPsre5R36tjHIPlt3jjNwrMf7GXSLcfn/9BQa0F8SQkh566I/k4KpfLrK6uMjg4SG9v77G7qFpERETONoW0IiJPYXd3l0wmw+Tk5IkOyfx++MIX7r99aQmWMxFm46t37Z3drUW5sdvPWqGXtzLjLO/10ROukqt2ca53G59tGOwqstXVTaUVIlNKYOFSaYVpOTYt14fPchmMFSg2owQ+GI1sjEWxEaY7VKXpBOiKBvmzfxZeew3+2T/zQuO7+QCHUMClN9lkqLfBUKpBT3ebSNjhW+lZVnZT1Gq3O2Jffx2uXYNvfOP+zljX9Tpoczm4ePH2eONk0utAvnbNu//Spc6OPnZdl7W1NRqNBtPT0wQCgc4VIyIiIiLyIVqtFsvLy0QiEQYGBg702PmlPLnFHInxxH3BqW3bJMYT5BZz5JfyH7nrdvTFUT7z33+Gb/yDb1BKl3DaDq16C8tn4bN9dI128QN/6wcYeXHk/ie3mgf5th5LKGYTCAdoN9s0ag1a5Ra0ARv8QT+tus3P/+00f+p/HCM5HMR1jNcljAUYSPRhzX0/mTczT92RfNwUi0XS6TSjo6MHenGAiIiIyEFRSCsi8oR2dnbY3t5mcnKSWCzW6XIORaEA9VaASOR2G+tuLcp3NiYpN0MEfC0K9R7e3h6m3IyQq3ZRbIT4/rFlZnqz7NWj1NsB3t8NUaxHcFwfxoJEuEbY36TQjDDUVaTt2lRaIZqOD9sy9MUqdAXrNJo9LC15na0TE/A//A/QvO/7Dx+WD5otH++sJGibKkOTDjcKKf7CXwyQzcIv/ZI3xnly8sGdsfvjoN96ywtxp6buD2Ft2+usXVz0HvuwzuTD5rouq6urtNttpqen8T+oHVhERERE5BhoNpvcvHmTWCzG6OjogXcxNgoN2vU2wfiD94sG40GKa0UahcYjHe/5Lz1P6pkUC/9mgez1LK1Ki2AsSOpCivmfnmf0xdEHP9Hu3ESlVtWlVW9hjKHdbHsBLYALrXKLVqVFuxbkF//vecaeDTD1fJCJTw8TG+3DGpjAivceWEfycbK3t8f6+jrj4+N0d3d3uhwRERGRB9I3uyIij8kYQzabJZfLMT09TSQS6XRJhyaRADvkp9oOEQ/WMAZu7PZTboboCtZZ3Bmi0grxTN8WM8ksf7A2yxsbU/gsw0ujK7wwskK2EqcvUiQWaBIL1ukJl+kKeHttv7s1QaNdYTRRpNn2sVuL0Rup0BupMBzf4z3/JQoFr5bPfQ7+yB+B3/1d2NvzbgsGvS5gy/JRqEZoNKDSjvHCD0El49X/jW9Au3139+udnbH/4l/AwAC8+y5kMvDee144/eyzMDR09+8jHoe1NW7VdNT2x8QBTE9PH9vx2iIiIiIijUaDmzdvkkgkGBoaOpQxs6FECH/YT7PUJJwM33d/s9TEH/YTSjz61KORF0cYmh96vL2s0a4nKf9AVCoW7Vobt+mC+eBGC7Dx/ux6v4fqbo2NJR/vfHWLL4xc4uM/+PFbx7i3I9m4hlq+htN08AV9xMfij9yRfBzkcjm2traYmJggHo93uhwRERGRh1JIKyLymLLZLLu7u0xPTxMO3/9FwGkyOwtDk1Ey78Tp6q1RaobJVrrpCVdZL/aQr8WYTmZJRmoAzPVtsZgb4v3cIBF/i4uD64T9LcZ69gj52jzbv0kiVOW93SHShR7C/ibb1QSxYAvHWEQDTcKBFl2hBv3dNW5EIyQSXi2JhDeOOBbzdi+Vy17o6rrevlrH8W6v1eA3fgNGRrwwdXHR64B9UGdsOOw9dnoannsOurthfd0LYksluHz57qC2VPKes1/TUWo2m6ysrBAMBhkfHz8xV7CLiIiIyNmz30Hb09PD4ODgoe0BTc4mSc2lyCxkCCaCd31Gdl2XQrrA0PwQydnkYx3Xtu3HCyN7B8AfgHbrox97gHw+yO5EsGzrdkALYIHt834XxjWYtqG8WcYf8+ML+ogN3z0J6s6O5HKmTG4xR3Wniuu42D6bcG8YX8D3yB3JnWKMYWtri3w+z9TUFNFotNMliYiIiHwofcMrIvIY8vk8Ozs7TE1NnfqAFrwg8/NfTJKMVHl/d4C9eoRm20e1FSBd6CUZqTAcL956fCrqdcBO9WZJF3v5XnaEbKULv+Xisw3Le328vTOGz3KYTOQY7c7TbPvZq0XxW4aBriLnU1vMD6+SdQaZm7OYnfWOPTsLo6NeIDs6CpGIN/q40fACWvAC1EAANjZgexu2trxdtA+6eNp1vUC2VvPGGyeT0N8Pw8PeMapVL+Dd34Prut545Lk5btV0VGq1Gjdu3CAWizExMaGAVkRERESOrXa7zfLyMolE4lADWvDC1AtXLhBNRcley1LP13HbLvV8ney1LNFUlAtXLhz652fLsmFo4lBf42E2N4K4LffuG11wHe82y7bAB27TpZQu0TPdw9Tnp+56+H5Hcv5GnvXX1ilnygSiASKpCIFogOJakb3lPQrrHRop9Ahc12VtbY1CocDMzIwCWhERETkR1EkrIvKIisUim5ubTE5OnomAdt/HfmiI7q/d4M3lPt7ODlNshPE1g8SDDeb6MnQFb19N3Wj7SYTqfHL0BmvFXs6nMtzc7ce2XPpjJUK+Fg0nQL4WJRZo8OmJ9+kJVxlP7HKub5vuYB2f7ZIp92Cn+rhy5XYHrG3Dj/0Y/OZvel20IyOwvOyFtj6fF6yGQt5o474+ryv2m9/0biuVvBD2Tvm8F+LG4164u/8ac3NeB26hAJubsLPjHTudhlSKu2o6CsVikbW1NQYGBkilUof6JZeIiIiIyNNwHIfl5WUikcihjTi+1/D8MJdfvsz1q9fJLeYorhXxh/0MzQ9x4coFhueHD70GAGv2Imb9hjfe5wgYA6Wij50NuLuN9gMuuOaDEcgf3G0wfOL/8An8/ru/DkzOJumd6+V7P/89jGuIDkRvB9sh8AV8YMHGtzeY++LcsbtodH8tjDGG2dnZ+96fiIiIyHGlTy0iIo+gUqmwtrbG2NgYsVjso59wilg+P2M//CIj3/gKl8duMBgr8k52mHytRsB3+4ptYyBfjzLancfvc0lGqrQcH0F/i3bbh+uC5YOIv0U4XmCjmKDWCvITz36H3kiVdDHFbq2LkL/NM/1bTP31L/Lx+btr+eIX4StfgVdf9cJY2/YCVNv2dtO2214Y+9nPesHr9ra3b3Z19YP9und8l1Cve+Ht7OzdAe7QkDfm+O23vRD4+nWvu3Z+3gto5++p6bAYY8jlcmxvbzM2NkZ3d/fRvLCIiIiIyBNwXZfV1VX8fj+jo6NHenHh8Pwwg5cGH2+P7AGzXvgs5nd+9chezxj41jfjeAto72CDP+KnXW+Dc89zXMONV2/Q/1z/XeG1bduMvDjCd3/uuxhjcBsuhMBtuDSKDQLRAKlnU+TfzR+7vbT1ep2VlRUikQhjY2PHLkAWERER+TAKaUVEPkKj0WB1dZWhoaEzG5RZL/4Q1je+Ql+swh8+9w5t18fvr86SKXUz0bNLs+0nX4/SFWwwncySKSeI+Jv8bvo8bcfHZrmH1WIvQ7Ei4z15ArZD0/FjW/CJ0VWe7d9ktxaj3g4QCjikLl/Cf/n+8VS2DV/+sjfi+No1byRxf7837rhYhGgUPvMZL1Rtt73dsp/8JFQq3uPHx73O2VIJVla8kckP2lc7NATBIPT0wH/z38DFi16Ye1Tn+8YYydeIoQABAABJREFUNjY2KJVKTE9PE4lEjuaFRURERESewP7nV8dxmJ6e7khQ9th7ZA+YFU/C3AuwuADG/cjHPy1j4M03HnABsQv+oB+n5WCcuztsnYrDm//mTba+vcUf/9d//K6gtnu0m56pHpym442NLnn7aGNDMfrm+oj2Rdl5Z+dY7aUtl8usrq6SSqUYGBjQ1CERERE5cRTSioh8iP19Sslkkt7e3k6X0zFWIoV1+Q9hvvU1huMFfvSZawR8bf7T+xf53vYIqUiFkXieke4Cu7UubMuwXe5mOd/HaPcu3aE6O9UYmXIPO7UupntyTPXsEPQ5JMI1LMvbZwuAP4D9Q198aC3z8/A3/yb8q38Fv/Ir3ljiaNTbKzs35wWs4AWx4bDXFfuxj8HVq96O2bU17/bPfAbOnYNMxts3e+f3SK7rPe6ll+AnfuJoxxu3223S6TSO4zAzM0MwGDy6FxcREREReQLZbJZKpcLMzAw+n6/T5XSM/bkruO+++cDpwwfJGPj9b3RTbfjA5q6RxgD1ch1aD3myA5mFDP/5f/rP/Jlf/DO3AvVQIkTXYBfhVBgMOE0HX9BHOBnGtm3q+Tr+sJ9QInS4b+4R5XI5MpkMIyMjJO/dbSMiIiJyQiikFRF5iP1xXdFolMHBwU6X03HW5/8UZnEBinmG4wX+y49/kxdHVvn2+iRblW78lotlwVwqw818H0u7/ZQbIZZ2hwj7W3SHqjw/sEahGaG/q8CF/k1KzShh/93fHlhf+NNYyf4PrWV+Hv7hP4S9Pa9D9sIFmJ72dtOCF7Km097j9jtgL12CpSUv1E0kvNu/+1145ZX7u2w7tX+2Xq+zurpKKBRiYmLiTH/BJSIiIiLHm+u65JfyFEtFqsEq0zPTBAKBTpfVUVb/CNbn/gTma790aK/hurC76+frv5O444XxQlr7g39/WEC7z8CN37hBdjHL4LPeuW5yNklqLkVmIUP/xf67uqFd16WQLjA0P0RytrOBqDGGzc1NCoUCU1NTZ24dkYiIiJwuCmlFRB5gf1yXMebI9ykdV1YwhH3lr+D+3D8AY2FZhucGNu8aVRz2t8iUuvmFa5cxBvpjZQqNMCFfi91aF9VWiJHuPOVmhBv5fj4xskpv5IMOWsuC6eewPvG5j6xlYcHrjN3ehlwOfud34P33vbHEsdiDQ1bbhvPn7z7O/Dy8/PL9XbZHvX8WoFQqkU6nNapLRERERI69zYVNrl+9TqVcYeK/nGD9f19nO7DNhSsX7hqhexZZn/oRzLtvwvqNAx977Lrguha//tVRrJAPu+VijMEYg+WziPRFiA3HKKwUaOaat59454WnH5TUrrZ5/zffvxXS2rbNhSsXKKaLZK9lSYwnCMaDNEtNCukC0VSUC1cudHTnq+M4rK6u0m63mZ2d1dQhEREROfEU0oqIPEAul6NcLjM7O9vRk9Djxho/h/2nvoz7iz/7wTgtc9eoYteFf/vdl9gqx/nYwAbGWLTy/VRaIWKBBqVmmK1yN66xeSa1xQsjq1gWXkA7Mo39U/8tlvXhv++FBa/7NZfzxhV3dcE778DqKmxtwbPPentoHzVknZ9/cJftUf5nz+VybG1tMTIyQk9Pz9G9sIiIiIjIY9pc2OS1V16j2WjyzMvPUP5uGVM0ZNIZiukil1++fKaDWsv2Yf8Xf8O7uHV748CCWteAweKX/t0gOztRwgkL43gBrdtyaTfaRPuidA92U9uq0eSDkHZ/HPKtAm//OftW9q7XGJ4f5vLLl7l+9Tq5xRzFtSL+sJ+h+aGOB/CNRoOVlRVCodCZH6stIiIip4dCWhGRe1QqFba2tpie1riuB7EuvIj9Z/467i/9LDhtL5kFNksJfvvmM/zWzeco1qNc2xqjL1pmqKtAqRGm0IziGovtcjcX+jL8yPlrDMcL3kFnPob9k38VK/jh+41c1+t6zeWgrw/eegt2dqDV8sLaVgt6euBnfgb8j/H/cA/qsj0Kxhiy2Sy5XI6pqSmi0ejRFyEiIiIi8ohc1+X61etU81Xm/tocrZ0W9aU64WSYYCJI9lqW61evM3hp8Exf7GqFo9j/9d/C/YV/AqvvPvXxjGXjuDa/+fvnSGdc2tUGoXgIy29h2oZ2vU2gK0C4J8zwS8NUd6uU18vekz8kIw4nw/fdNjw/zOClQfJLeRqFBqFEiORssqP/Pev1OsvLyyQSCYaGhjR1SERERE4NhbQiIndotVqk02mGhoYUmH0I6/wl7C//Pdxf/Tew/A4bpR5+472PsZJPEfM3GE/ssFONs1ONUWkGme3NMmrv0XB8LOUH+MHpRZ4d3AJfAOuPfAnrxR96pBPtpSVvLHE4DK+/DrUadHdDMAjNphfYvvYa/If/AD/xE0fwi3gKxhgymQyFQoHp6WnC4fu/IBEREREROU7yS3lyizkm/+Qkdthm7+t7t+6zbZvEeILcYo78Up7U+VTnCj0GvKD2/4x57auYr/6i11HrPl5XrcHCwpAppvjdN2fYfLeKz9fG8TvUS3Vs28YYgz/iJzGWoO9cH8/9yeeIDkbZ/Obmhx/chunPTz/4Lts+Nv/9qtUqKysrpFIp+vv7FdCKiIjIqaKQVkTkA67rkk6nicVi9Pb2drqcY89KpLD/q/8O97t/wO/9v5bI1/ycS2XJVrvpMk0aTpBaK0CpGWajlGCsO0++1kUqUuHF8TXs+c9gfebHsHr6Hvk1CwUvmM3lvJ/9/bfHEkciMDwMN2/Cr/0afPGLRzuy+HG4rsvGxgaVSoWZmRntUhIRERGRE6FRaBA9F6XrY13kfysPzt33B+NBimtFGoVGZwo8ZizLxvr+L2DOX8L9+q9h3vomuM4H9z34OcYAto1lXAqNbt5em6DUdZ7UiyGs5C6ZNzK3d8y6EIgE6Dnfw8SnJm6NJE49l+Jrf+trtCvth9YWiAeY/uEHh7THRalUIp1OMzg4SCp1PEJjERERkYOkkFZEBK+rcWNjA9d1GR0d1dW5j8iyLG5EP8XV6ieZmtym275OeAf2ijbTySxb5W5y1ThrpSQ+v6FmxXnh44aL/4+/hf0EncqJBLTb3u7ZROL+ELbVgngcNja8rttOjDD+KI7jsLq6iuM4zMzMaKS2iIiIiJwYdtxm7E+OsfNbO1C6//5mqYk/7CeU+PA1JmeN1TuI7yf+EruzX2DlZ3+BoZ49ekJ7BK36XY9zjE2hFif68Yu8/U4377/Vov9iP+EPTnz6zveRnE6y/s11krNJnvvJ54gkI0SSkbtGEhduFgj3hClXyg+tKdQVonCzQP9c/+G98aewu7tLJpNhdHSURCLR6XJEREREDoVCWhERIJfLUS6XmZ2dPdO7kx6X63p7YTMZi+7uQXy9g1SegYXXHJx8k554m5bfYnMnSCvwDM8/D3/ib4DvCSdJz87C6Ch8+9veTtp7aykWYWDA20dbKDz9+ztozWaTlZUVgsEgk5OT+rsmIiIiIidGq9Viz+xRvV5l63e36L/Yf9fnWdd1KaQLDM0PkZxNdrDS46vnuTHe7HuJ6wsZ+i/2E7Kb+GliYWi5NuvXKgzOD3PxhYus/PJvkxhP3HfO4PP7GHhugOpOld6Z3geOJc6+nQUD3VPdVHeqtOttbzetDf6wn2hfFLfpkn07e+xCWmMMW1tb5PN5JicnicVinS5JRERE5NAopBWRM69UKrG1tcX09LS6Gh/DwgJcverthn3vPVhf98YNz83B9132sbgYYWcHqlUwNnzqU/CX/hLMzz/5a9o2/NiPwW/+JmxuekFtKASNhhfQRiIwPu499s6LrU27CU4bgpGOdUnv71JKJBIMDw+rW1tERERETgzXdVldXSUWi9H9XDdbqS2y17IkxhME40GapSaFdIFoKsqFKxd0MeJD2LbNhSsXKKaLd/z+uu74/cW4cOUCrVKLdr1NMP7gtSgfOVbaeD+iyShdw100C02cloMv4COYCOLWXcpb5VuPAzDGhUYNAiEsX2e+LnRdl7W1Ner1OjMzM4RC6sgWERGR000hrYicafV6nXQ6zejoKNEnGL97Vi0swCuveLthp6a8rtW1NS84LRTg8mX47Ge9+99+Gz7+cfhH/8jrcH1aX/wifOUr8OqrUC5DJuN10fb2wgsvQD7vBcGzs97jTaMK28veH7p6ITn09EU8pmKxyNraGgMDA/Td2wIsIiIiInKMGWNYW1sDYHR0FHvc5vLLl7l+9Tq5xRzFtSL+sJ+h+aFbO1Hl4Ybnhz/y95d7L4c/7KdZahJOhu87xkeNle7/WD/hZJjqbpX4aJxIb+TWfa7rUt2tEk6G6f+Y10VrjIHtFWjWwPZhhmaPPKh1HIfl5WUsy2JmZgb/QZw8ioiIiBxz+sQjImdWq9ViZWWFvr4+enp6Ol3OieG6XgdtLgcXL3rdrc8+C6WS1zVbKHjBbDDohbbnznkdtAd1jm3b8OUvwzvvwJtvQrPp3V4oeLtoL12CK1fu2FfbqN5+cv3hO5kOS7FYJJ1OMzY2pl1KIiIiInLibG1tUavV7loNMzw/zOClQfJLeRqFBqFE6K6dqPLhPur3l5xNkppLkVnIEEwEH3usdOp8iokfmOC9r7xHdbtKOBHGDtm4DZd6oY5xDRM/MHF7VLIxXkAL4DrQasARhrT7Aa3f72d8fFx/j0REROTMUEgrImeS67qk02mi0Sj9/cdrB89xt7QEi4veWOH9c+ehIa97dnHRC2aXl6GnB156yQtMn2bE8YNcvw43b0K77YXBluV9r9BoePVdv37Ha0a7obQLbhvi9+9rOkylUkkBrYiIiIicWHt7e+zu7jI7O3tfZ6Nt2w/chyqP5sN+fw8ei/zoY6Vt2+alL79EebNM9nqWeqF++04Lhl8Y5qUvv3Tr+ZZtY2I9UNmDYBhCkQce9zAooBUREZGzzDLGmI9+mIjI6bKxsUG1WmVmZkYngY/p9dfh7/09r3v23u5Y14WdHS8k/Zt/E37iJ+7oaD0g7Tb88A97rzEz43XSuq73OsEg3LgBFy7AV796uz5jDBiDdYT/ravVKsvLy4yOjiqgFREREZETwXXdW92ddtxm19llbGyM7u7uTpd2Jm0ubN4ai9yut/GH/aTmUo88VnpzYZO3/93bZL6doVlpEowFGfrEEM/9yece+HzjumBZWJZ1GG/nPq7rsrKygmVZTExM6NxcREREzhx10orImZPL5SgUCneN65JHl0hAOOyNN07eM10rFHBIxA2jIz4uXrQOPKAFbxftzZswMOCFsPcGxQMD3v2vvgpf+IJ3m2VZXrvtEWk2m6ysrDA4OKiAVkREREROhPU31ln4NwvkFnP4Y34u/J8u0NpoUWlW6J5XSHtgjAGn7V1lavs+9KFPO1b6cZ9/lBe1GmPY2NjAcRymp6d1bi4iIiJnkkJaETlTisUiW1tbTE5OEgwGO13OiTQ7C3NzsLDgBbb759L9yTqTAxWWbvq5/LzL7HQ38OFfOjyJzU2vezYWe/D9sRhks97jOsF1XVZXV0kkEqRSGv8mIiIiIsffWz//Ft/4+9+gul0lmAjyib//CQrXCyz/78tkpjNcfvnyI3VuykdwHSjueD8BYj0Qin7oU552rPRxHUu9u7tLuVxmdnYWn+/gzxtFRERETgJdpiYiZ0a1WmVtbY2xsTFiD0v45CPZtrdnNpWCa9cgn/fGYqW6qizd9JPscfn0Sw3sZvlQXn942BtrXKk8+P5Kxbt/uEPfIW1ubmJZFsOdKkBERERE5DFsvLHBN/7BN6hsVuga6WL+/zKP23D53j/6HrVcjd0bu1y/eh3XdTtd6slXK90OaMHbAXsGt5DVajUymQzj4+MEAoFOlyMiIiLSMQppReRMcByHdDrNwMCA9ikdgPl5ePll7+fODrz7nqFYsJk73+ZHf7jByLB7aF82fP7zMD0N29vgOHff5zje7dPT3uOOkjGGra0tisUi4+PjR7bHSURERETkSbmuy8K/WaC6XSU+GmfiygSRgQhL/8sS4WQYp+7QqrbIXs+SX8p3utyTzzwo6D5bIW2tVmNlZYWBgQFdPC0iIiJnnsYdi8ipZ4xhfX2dUCik8bOPyHVhaQkKBW+k8ews9+2XnZ+HS5f2H2czmnAY7G1g72eTwcih1Ob3w5e/DD/zM95rDwx4I44rFS+gTSS8++/dVXuYXNdlbW2NWq3G9PS0RmmLiIiIyImQX8qTW8zhC/hIPJdg5EdHeOcfvoNTd7Btm1B3iEapQX23TqPQ6HS5J18wCs367T8HwmCdnf6JQqHA+vo6/f399PX1dbocERERkY5TSCsip14ul6NarXLu3Lkj6258lJDzuFpYgKtXYXER6nUIh70dtFeueMHsnWwbzp8HsMD0Qr0CxoFABAKHF1R+6Uvez5/9Wbh509tBGwzChQteQLt//1FwHIeVlRUAZmdn8R9lOiwiIiIi8hQahQbGNUSHo5z/y+dZ+9U1qunqrfvtkI2Tc8CCUCLUwUpPiWAY4ilo1cH2QejsdJLmcjm2trYYGxvTdCsRERGRD+ibZBE51YrFItvb20xNTR1ZePY4Iedxs7AAr7wCuRyMj0M8DqWSd3s6fXvE8QNZFkS6jqzWL30JfvIn4dVXYXPT20H7+c8fbQdtq9VieXmZYDDI+Pg49klJ4kVERERE8ILX6GCU83/mPPm38mz+1uZdn2mduoPTcEjNpUjOJjtY6SkSCHn/nBHGGLa3t9nd3WVqaopoNNrpkkRERESODYW0InJq1Wo11tbWGB0dPbITwacKOTvMdb1wOZeDixdvd/4mk1438LVr3v2XLh2frmC/H77whc68dqPRYHl5mVgsxujoqHbQioiIiMiJ0zPTw/Sfm6ZZb/Lev36PdrlNqDuEHbRx6g6l9RKx4RjzPz2vCxLlsRlj2NzcpFgsMj09TTgc7nRJIiIiIseKPmGLyKnUbDZZWVmhr6+PRCJxJK95b8iZTHohYjLp/TmX8+533SMp57EtLXndv+Pj94ewtu3dvrjoPe6sK5fL3Lhxg0QioYBWRERERE4kYwxbW1tERiPs/KcdwvEwoUSIZqVJeaNMeatM10gXn/nvP8Poi6OdLldOGMdxWF1dpVwuMzMzo4BWRERE5AHUSSsip0673ebmzZskEgn6+/uP7HU/KuQcG4PXX4df+RUvtD1ue2oLBW88czz+4PvjcVhb8x53VjUaDXK5HPl8nuHhYXp7eztdkoiIiIjIE8lmsxSLRc7NnSP5V5Jcv3qdnes71HI1LNsiNZdi/qfnGXlxpNOlygniui57e3vs7OwQDAaZmZk5stVDIiIiIieNPiWJyKlijCGdThOJRBgaGjrSDscPCzkzGXj7bVhehn/8j739qcdtT20i4e3PLZW87t97lUre/UfUmHysNJtNstkse3t7dHd3MzMzQyQS6XRZIiIiIiJPpFgssrOzw8zMDMFgkOH5YQYvDZJfytMoNAglQiRnkxpxLI/MGEM+nyebzWLbNn19fSSTSU0dEhEREfkQCmlF5FTJZDI4jsPk5OSRnww+LOTMZOC117wQNxqFCxcgEDh+e2pnZ73geGHBey93fh/jul6t8/Pe404jYwy1Wg2fz0cwGMSyLNrtNtlslt3dXbq7uzl37hyhUKjTpYqIiIiIPLFGo8Ha2hpjY2N3jaC1bZvU+VQHK5OToNFo4LouwWAQn8+HMYZiscjW1hYAg4ODJBIJhbMiIiIij0AhrYicGoVCgXw+z+zsbEeu+H5QyOm63gjkatULZoeHoa/Puy+RgGvXvD21ly51fvSxbXudvem0V9f4uNcVXCp5t6VS3v2drvMw7O3tsbW1heu6uK6LZVlEIhFqtRrRaJTZ2VntUBIRERGRE891XVZXV+nt7aW7u7vT5cgJ0mw2yWQylEolbNvGcRxCodCti1sHBgbUOSsiIiLymBTSisip0Gg0WF9fZ3R0tGOdjg8KOZtN2NyEVssLZefmboectu09ZnHR22d7/nxHyr7L/LzX2Xv1qlfX2prXHTw/f7xGMx+kvb09NjY2GB4epqenB/D+PlUqFQYGBojFYp0tUERERETkABhj2NjYwOfzMTg42Oly5ARxHIfl5WUikQjPPPMMgUCAdrtNpVLBcRx6eno0GltERETkCSikFZETr9Vqsby8TG9vL4kOL0y9N+TMZLwu2ulpePZZGBq6+/HxuBeEFgodKfeB5ue9zt6lJa+uRMLrEj6t59y7u7sMDg6SvGNGdTgcVuesiIiIiJwqW1tbVCoVZmZm1O0oj6VcLmNZFmNjY7f+7vj9/o6ff4uIiIicdAppReRE27+iNxaLHZurwe8MOd96C/7Vv4KpKejtvf+xpZLXqXrczm1t+3h09h42YwzNZlN7ZkVERETkVMvlcuTzeWZmZggEAp0uR06Y/XMmhfsiIiIiB+uU9kWJyFmxsbFBIBBgdHT0WJ0w7oecf+JPwEsved2yrnv3Y1zXG408N+d1qsrRK5VKGGOIRqOdLkVERERE5FBUq1UymQyTk5O6OFEemzGGfD5PPB7vdCkiIiIip446aUXkxCoWi5TLZc6dO3ckAa3rPv4I4AftqY3HvQ7adBpSKe/+0zpK+FhwHWi3wLLAH/R+4n3ZsL29TX9/v/YniYiIiMip5Lou6+vr9Pf368JEeThjoN30fvr83j8f2NvbA6Cnp6cztYmIiIicYgppReREarfbbGxsMDQ0dGjjuu4MZdfX4dvfhnffhXrdG1E8N+cFrPPzH36ce/fUrq15z5+ff7Tny1NoNaCcv/1n2wfxXrB95HI5XNel90FzqEVEREREToFsNotlWfT393e6FDmujAulPDit27dFuyEUpd1uk8lkGBkZOVaTq0REREROC8sYYzpdhIjI43Bdl5s3bxIIBBgfHz+Uk8WFhduh6tYWLC9DIAAvvgjT03d3wr788qMFrU/SiStPwbiwlwXu+b85f5B6IMqNGzeYnJwkFot1pDwRERERkcO0t7fHxsYGMzMzhMPhTpcjx1W1CI3qfTebeIrV9Q0sy2JiYqIDhYmIiIicfuqkFZETxRjD2toalmUxNjZ2aAHtK69ALgdjY17nqzHeP++8440rHhrygtZr17ww99KlRxt9fP78gZcrD+O0uS+gBdrNBisbWfr6+hTQioiIiMipVKlUWF9fZ2JiQgGtfLh284E3b21laDQazMzMHHFBIiIiImeHerhE5ETZ3t6mVqsxMTFxKHtEXdcLXXM5uHjRC2Z3d6GvDwYGoFbzumtd1wtdx8e9Py8tHXgp8rSsB//92CpWCIfDGvkmIiIiIqdSs9lkdXWV4eFh4vF4p8uR4+4B5031VpvcXpHJyUn8fvV3iIiIiBwWhbQicmIUCgVyudyhniguLXmh6/i4F8I2m+A4EAx6f+7uhp0dyH+w5jQe93bUFgqHUo48DdsHgdBdNzXbDnvVBoODg9qpJCIiIiKnjuM4rKys0NPTQ29vb6fLkZMgfP90oe1SjWQySSgUesATREREROSgKKQVkROhVquxvr7O+Pj4oY7rKhS80HX/gvNgEHw+L6wFCIW80Hb/z6UShMPe6GM5ZiwLYj3elw4+P/gCbNfadHd3a+SbiIiIiJw6+6th/H4/Q0NDnS5HTopACLqS4A+C7adqbEr1piYPiYiIiBwBhbQicuw1m01WVlbo7+8/9HFdiYQXupZK3p+TSW/UcbHojThuNLzQNhj0/pxOw9wczM4ealnypCwLInHo7qPqj1AolRkcHOx0VSIiIiIiB25ra4tGo8HExISmxsjjCYQg3ovpTpHZK9PX10cgEOh0VSIiIiKnnkJaETnW2u02KysrxONx+vr6Dv31Zme90DWdvr13dm4OIhHY3vZGHSeTXvZ37RqkUnDlivc4Ob6MMWxubtLX10cwGOx0OSIiIiIiB2pnZ4d8Ps/k5CQ+n6/T5cgJtbe3R6vVUhetiIiIyBFRrCAix5bruqyurhIKhRgZGTmSq8Ft2wtdUykvhM3nvU7aCxe8+yzL66LN5WB+Hl5+2fspx9vu7i7tdltfNoiIiIjIqVMoFNje3mZqako7ROWJtdttMpkMQ0ND2LoKWURERORIWMYY0+kiRETuZYxhY2ODer3O9PT0kZ8kLizA1auwuOjtqA2HvY7aF1+E0VFvLPLs7Id30LouLC15e24f5fFyOOr1Ojdu3GB8fPzQx2WLiIiIiBylWq3GzZs39VlXnooxhtXVVQCNyxYRERE5QgppReRY2t3dZWtri3PnznVsF87ThKwPC3mvXFHn7VFqt9ssLS2RTCYZGBjodDkiIiIiIgdGn3XloGxtbVEoFJidndW4bBEREZEj5O90ASIi9yqXy2xubjI1NdWxgBa8QPb8+Ud8sOtArQTNGusbNr/+yzHe/l6EwSEf8TiUSl5wm05rRPJRMcaQTqeJRCIacywiIiIip4rruifzs26jBvUSOA74/BDpgmCk01WdaYVCgVwux8zMjAJaERERkSOmwZsicqw0Gg3S6TTDw8PEYrFOl/NojIFiDhpVjGtYeMtPwOfwp3+8SF/Kxe+HZBIuXvR22V696nXpyuHKZDK0221GR0c1rktERERETg1jDJubmziOw9jY2Mn5rFuvQCUPThsw4LSgnIdGtdOVnVn1ep319XXGxsYIh8OdLkdERETkzFFIKyLHhuM4rK6u0tPTQ29vb6fLeXTNGrhtAHbzFqtpH6NDDqGAS39P49bDbBvGx70RyEtLnSr2bMjn8+zt7TE5OamrwUVERETkVMnlcpRKJSYnJ7EfdR9LpxnjTR56kGrRu1+OVLvdZmVlhb6+Prq7uztdjoiIiMiZdEI+zYvIaee6LqurqwSDQYaGhjpdzuNpN2/9a71u0WhaRMLelwyxSPuuh8bj3o7aQuFIKzxTyuUyGxsbjI+PEwwGO12OiIiIiMiBKRQKbG9vMzEx0dHVMI/NdcA8ZJyQcTVq6IjtXyB94sZli4iIiJwyCmlF5FjIZDI4jsP4+PjJGde1z77dqRkOG0JBQ61uYYBW++7/mS2VIByGROKIazwjSqUSq6urjI6O0tXV1elyREREREQOzJ2jaaPRaKfLeTzWR3z9ZJ+wc8ATzHEcVlZWsCzrZI3LFhERETmFFNKKSMcVi0X29vaYmJg4OeO67hSM3PrX3qRhYtxhI+MDA9m90K37XBfSaZibg9nZThR6uu3t7d0KaHt6ejpdjoiIiIjIgXFdl7W1NXp7e0/maFrbvuu86S7ByEeHuHIg2u02N2/exLbtkzUuW0REROSU8ne6ABE529rtNuvr64yMjJzc0bQ+P3T1QiWPheHFSy02Mja/9tUuQjE/8bjXQZtOQyoFV65431HIwdnd3SWTyTAxMUE8Hu90OSIiIiIiB2p7exuAgYGBDlfyFGIJ78rVduP2bYGQd7scularxc2bN4lEIoyOjiqgFRERETkGFNKKSMcYY1hfXycWi5E46fN/g2EIDEG7wXAXXG4GWcvbLC7C2po34nh+3gto5+c7XezpUq1W2dzcZGpqilgs1ulyREREREQOVKVSYXd3l5mZmZMdrFk2dKfAaYHT9i529Z2gvbonmDGGdDpNNBpldHRUI45FREREjgnLGGM6XYSInD3GGDKZDMVikdnZWfz+03fNiOvC0hIUCt4O2tlZddAeNNd1ef/990kmk/T393e6HBERERGRA1Wr1VheXmZwcJDe3t5OlyMnVDabJZ/Pc+7cuZMd9IuIiIicMqcvFRGRE2E/oJ2enj6VAS14gez5852u4nTLZDL4/X76+vo6XYqIiIiIyIGq1+ssLy/T19engFaeWL1eZ3t7m+npaQW0IiIiIseMPp2JyJHL5XLs7e0xPT19cvfQSsfVajXy+bzGdYmIiIjIqdNut1lZWaG3t1cTY+SJGWPY2NgglUoRjUY7XY6IiIiI3ON0tq+JyLFVLpfJZDJMTU0deECr8cJny+bmJn19fYRCoU6XIiIiIiJyYFzXZXV1lUgkwsDAQKfLkROsWCzSbDaZnJzsdCkiIiIi8gAKaUXkyDQaDVZXVxkZGSEWix3osRcW4OpVWFyEeh3CYZibgytXYH7+QF9KjoFqtUq9XteXDSIiIiJyqux3Prquy9jYmCbGyFPZ2dmhv78fn8/X6VJERERE5AEU0orIkbhzXFcymTzQYy8swCuvQC4H4+MQj0OpBG+8AdeuwZ/6U/B936fO2tMkn8/T09OjLxtERERE5FTZ2dmhXC4zOzur/aHyVOr1OvV6nZ6enk6XIiIiIiIPoZBWRA7d/riuUCjE4ODgAR/b66DN5eDixdshbKMB+TzcvAnf+x58/ONw4YI6a0+DRqNBoVBgamqq06WIiIiIiByYQqFANptlenqaQCDQ6XLkBDPGsL29TXd3ty5sFRERETnGdFmmiBwq13VJp9MYYxgfHz/wcV1LS96I4/Hx2wHt+jp87Wvw3nsQCIAx4Pff7rhdWDjQEuQI1et1lpeX6e3tJRqNdrocEREREZEDUSqVWF9fZ2xsjEgk0uly5AQzxrC5uUmtVmN4eLjT5YiIiIjIh1AnrYgcmna7TTqdxnVdJicnD2VcV6Hg7aCNx70/v/UWvPoqVCpgWd4/Ph+MjMCnP+2NP756FS5d0ujjk6ZarbK8vEwqlWJgYKDT5YiIiIiIHIjd3V02NzcZGxuju7u70+XICbZ/kXSz2WR6ehq/X1/7iYiIiBxn+rQmIoei1Wpx8+ZNwuEwExMThzZiKZGAcNjbQbux4XXQVqte56zfD+02tFrw7W9DMul13C4ueh24588fSklyCPYD2sHBQVKpVKfLERERERE5ENvb2+RyOSYnJ+nq6up0OXKC7a8ZchyHmZkZjTkWEREROQHURyYiB85xHFZWVohGo4yPjx/qyeHsLMzNebtnv/UtL5D1+bwxx/uTlUMhaDbhd3/X67qt1bwOXDkZKpWKAloREREROXV2d3fJ5XJMT08roJWncmdAOzU1pYBWRERE5IRQSCsiB8oYw/r6Oj6fj9HR0QPfQXsv24YrV7yO2WwWgkEvnHUcL7Dd57qQy8FXvuJ10a6vH2pZckBKpRIrKysMDQ0poBURERGRU8F1XTYXN9lY36DH7iEYDHa0ltx7OTZe3yD3Xg7XdTtWizwZx3FYXl7GdV0FtCIiIiInjMYdi8iBymaz1Go1ZmdnDz2g3Tc/D5/9rNcpu79nttXyumld1wts/X6vm7bR8O775V+GyUnvuXI8FQoF1tbWGBsbI5FIdLocEREREZGntrmwybu/8S6JzyXY/uo21797ndRcigtXLjA8P3zktVy/ep3cYo52vY0/7O9YLfJk2u02y8vL+P1+JiYmsG31YoiIiIicJPr0JiIHplAosLOzw+TkJH7/0V4D8v3f7+2c7e+HiQmIRr0wdj+g3b8gvKcHPvMZ2N2Fq1dv3y7HSz6fZ319nYmJCQW0IiIiInIqbC5s8q2f/RaxT8So3axhl2yifVEyCxlee+U1Nhc2j7SW1155jcxChmhflL5n+zpWizyZVqvFzZs3CQaDCmhFRERETih9ghORA9FoNFhfX2dsbIxwOHzkr//5z8PMjDfSuFr1wtf9Ltpq1euijcXgh34IRkZgfBwWF73Rx3K85PN5Njc3mZiYIB6Pd7ocEREREZGn5rou169eJ/kDSWzLpvZ2DdtvE06G6b/YTzVX5frV60cybni/lmquSv/FfsLJcMdqkSez30EbiUQYHx9XQCsiIiJyQulTnIg8Ndd1SafTJJNJuru7O1KD3w9/9I96Yez2tjf22Ofz/gHv54svwuio9+d4HOp1KBQ6Uu6xYIyLqZUxjSrGmE6XA8De3t6tgLarq6vT5YiIiIiIHIj8Up52qE33s90U/6AId3z8tm2bxHiC3GKO/FL+SGrJLeZIjCfuC/eOupaTwLTqmFoJ4zqdLgXwAtqbN28SDocZHR09sjVDIiIiInLwFNKKyFPb2trCsiwGBwc7VoPrQq0G58/D4KDXQet8cA7d1QWplPfn/YvBSyUIh+GsTtI1xkBuDfY2YXcdyrudLolCocDGxgbj4+MKaEVERETkVKkWqwz8yACF3y/g1u/vUA3Gg7TrbRqFxqHX0ig0aNfbBOPBB95/lLUcd6ZahJ007GUgu9LxoHa/gzYUCjE2NqaAVkREROSEO9qlkSJy6lSrVXZ3d5mdne3oiKWlJW988ac/Dd3dcOMGfOc7UC57o43bbdjZgXze212bTsP8PMzOdqzkzmo3oHXHly6VPYinOlZOsVhkbW1NI45FRERE5NQxxlAL1yi+XqT8bplw8v71MM1SE3/YTygROvR6QokQ/rCfZqnZ8VqOveodo5dcBxpViHTmfMVxHJaXlwkGg4yPjyugFRERETkFFNKKyBNzHId0Os3AwEBH9tDeqVDwxhfH495o4/PnoTvu8NZ3mjQqhq4YVJwgOzt+1te9ztorV7yxyGeSfc///PsDnakDL6BNp9OMj48roBURERGRU2dnZwfjNzirDoV0gWAieNcFrq7rUkgXGJofIjmbPPR6krNJUnMpMgsZgokA4bAhFGwD0GxabKX3GJofPpJajj1/AFr123/2dea8aT+gDQQC6qAVEREROUUU0orIEzHGsLa2Rjgcpq+v78hf33W97tlCwRtZHI9744vr5Qbnkuv0WhleHCnzye4gNzbjrO3EGPAHuBgpMvpckMs/OsLz82f3SwfL58f0jkBpF2wfdPd3pI5SqUQ6nWZsbKxj+4xFRERERA5LuVxme3ubmZkZur/YTeFmgey1LInxBMF4kGapSSFdIJqKcuHKhSOZTmRZcOmP9vLMeJre1ArBe663fWke3OgebC5hhqaxfGf4q6P986R2C6LdWPf+so7AfkDr8/kYHx/v6AQrERERETlYljHGdLoIETl5tre3yefznDt3Dp/Pd6SvvbAAV696443rdS+cnXvGIbx3A18tx/nhIpYFfHBxsevCd2/2MjVQ4o9+3xqpRBMLA32j2Bc/ixXR/tNOKJVKrK6uMjY2RuKsLgcWERERkVPDdV3yS3kahQahRIjYeIybN28yODhIb28vAJsLm1y/ep3cYo52vY0/7Cc1l+LClQsMzw8feo0mt4H71tehVsJgeedFD2QBBgIhrGc/iTVyTt2bHeA4DisrK9i2zcTEhAJaERERkVNGIa2IPLa9vT02NjaYmZk58jHHCwvwyiuQy3m7ZuNxcCol4qX3Cfvr2Ba4xmK4t0ok5FBr+NjcjdIbb/Ajn1hjuLd2+2CWBbYP6+JnsUfO6nLazqhUKqysrDAyMkJPT0+nyxEREREReSr3hq/BniAzf3mGWDzGuefvDjjvDXOTs8lDD9+M6+Je/yasfI9bAezj6B/H/vjnsQLBwyhPHsB1XVZWVgCYnJxUQCsiIiJyCimkFZHHUq1WuXnzJpOTk3R1HW0HquvC3/27XlB78aK3TzZKkTn7W2Aclja7GUjUSHY1SGe7aLR8hAIOEwNlXjiXuzugvYf1sc9gT1w4ujdzhpXLZVZXVxkeHiaZPLsjp0VERETkdNhc2OS1V16jmqveGmPc80M9NMtNsr+e5fJfv3wkXbIPY4yLu/AqZG4+xVEs6O7FvvxjCmqPgOM4pNNpXNdlcnLyyKdXiYiIiMjROMOLRUTkcTmOw9raGoODg0ce0IK3g3Zx0eugtW3w0+C8/W0sHCwbhpNV1nNRPj6d45mxApGgQyTk0Btv8FGTucz3voGJdmH1jR3NmzmDjDFks1my2SwjIyMKaEVERETkxHNdl+tXr1PNVem/2I9t20TmIgR6AhR+v0B1p8r1q9cZvDTYsU5I8+7rTxnQAhgo7uIufBX7pR/V6ONDVK/XWV1dJRgMKqAVEREROeUU0orII9kftRQKhUilUh2poVDwdtDG496fJ6x38NHCsiBfCvL+epx30j2kszGioTYzw0X+6Etr7BKi3vQRDn5YYGvhfvd3sD/7k8f+ynDX9QLrQgESCZid9ULr42w/4K/X68zMzBCJRDpdkoiIiIjIU8sv5ckt5kiMJ7Btm9BYiNjHYuz95z0s1yIxniC3mCO/lCd1/ujPo0x+G3Pjuwd1NNhZx6y9izU+d0DHlDvl83k2Nzfp6+ujv79fYbiIiIjIKaeQVkQeydbWFsYYxsfHO3aimEhAOAylEoz35kja24AX0L7xfh9L63E2dqOs78Rouzb/4ZsT/Ov/OMf3X8gyPVT+iNHHBho1zM03sZ75vqN/c49oYQGuXvU6iut17/cxNwdXrsD8fKerezBjDCsrK9i2zblz53QluIiIiIicGo1Cw9tBGw9ix2zil+MU/6BIe7cNQDAepLhWpFFoHHltxhjc732DJ9pB+2HHfecPMMMzWP7AgR1TYG9vj83NTcbHx4nvX5ksIiIiIqfaMe+9EpHjoFwus7u7y8jISMdGdIHXMTo3B+k09Js0xgAGbmzGWdmK8d5GN9WGn97uBoPJKpbPsLLdxdfeHMExhkRXk+trPfzH18fY3H1QJ6fBrL6DcZyjfmuPZGEBXnnF+9nXB88+6/288/bjaG9vj3a7zcTEhAJaERERETlVQokQ/rCfZrVJ90vdNNebNDeat+5vlpr4w35CidDRF7eXhdIuBxnQAuC0MJtLB3vMM851XTKZDKOjowpoRURERM4QhbQi8qEqlQqrq6uMjIx0fEStbXsdowOpFjuZOpW6n71KkNVsjJuZOK22zdRgCZ9lyBXD2BZMDJQp1wL83veGiIXanBspki+H+M77KS/kvVerCdn0kb+3j+K6XgdtLgcXL0IyCX6/9/PiRe/2q1e9xx0nxhhyuRx9fX0dDfhFRERERA5DcjZJ6kKKnh/sAR+Uvl26dZ/ruhTSBVJzKZKzySOvzay/y0N2vTz9sdOLh3Lcs6pQKODz+eju7u50KSIiIiJyhPSNuYg8VK1WY2VlhaGhIZLJo/9S4UHm5+Fv/MUsz47tUSgHubEZJ7Mbpd6y6Y412SlGWN7uYiMXo9G0MVhEwy3Wc1Ey+QiWBcO9VVa3u9gtPeBqdsvC7G0f+fv6KEtL3ojj8fH798/atnf74qL3uOMkn8/Tbrfp6enpdCkiIiIiIgfOsixG/+QooZ4Q7/3se9SyNdy2Sz1fJ3stSzQV5cKVCx25YNHkMzz4ytQDUMxhjtsVoieU4zhsbW3R19enHbQiIiIiZ4x20orIAzWbTZaXl+nv76e3t7fT5dzluZEsF75vnd1SkM3dCGvbUa6newgHXYL+NrZlUbIMjZafVtFHJNTCcWyqde9/8iIhh+28j3rzAaN3jcEUskf8jj5aoeDtoH3Y5Kt4HNbWvMcdF+Vymc3NTSYmJtRFKyIiIiKnjjGGzc1NCMNQaojis0VyizmKa0X8YT9D80NcuHKB4fnho6/NcaB8iCcHxoVyHrpTh/caZ4DruqysrBCJRHRhq4iIiMgZpJBWRO7jOA4rKyv09PTQ39/f6XLu16xj2Rap7gbJrgaRcJu2YxPwufh9BmPA73OxLUOlEcBnu/TEmkTDbQBqDR+hgEM4+JDds83aEb6ZR5NIQDgMpZI34vhepZJ3fyJx9LU9SL1evzUmWzuVREREROQ0yuVyFItFZmZmCAaDDF8aJr+Up1FoEEqESM4mO3exYrvBge+ivVezfrjHP+WMMaytrQEwPj6uLloRERGRM0itTSJyF2MMq6urBINBhoaGOl3OR8qXQwz31hjsqbBdCNNsW9i2wedzqTQCBP0OlXqAeKRFLNTGuLC5G2VioExvvPGQox6/k+PZWZibg3T6/r2zruvdPjfnPa7THMdhdXWVVCp1bMZki4iIiIgcpFKpxPb2NhMTEwSDQQBs2yZ1PsXISyOkzqc6PE3m+J3TyN2y2Sy1Wk2Th0RERETOMH0KFJG7bG5u0m63GRsbO75X8gYjt3Yr1Zs+oiGHH//kKql4k618lL1KkIDPYFsuhUqQhmPjGHj1u8P82jfH8VkuL5zL8dC3F4oe3Xt5RLYNV65AKgXXrkE+D+229/PaNe/2K1fu31d71PZD/lAoxMDAQGeLERERERE5BPV6nXQ6zejoKNHo8Tt3ACAQ5OEnPAckFDnc459ixWKRnZ0dJiYm8Ps15E5ERETkrFJIKyK37O7uUigUmJycxOd7wL7WY8JK9AHeWONqw0e14WMkVefP/+F3efHcDvFIC9s2BHwu3ZEmI71V+hJNDGCwcD/sqnLL+uD4x8/8PLz8svdzZwfeecf7eeftnZbJZI5/yC8iIiIi8oT2V8OkUikSx2XXyANYtg+6eg7vBWwbYod4/FOsXq+ztrbG6OgokYiCbhEREZGzTJfriQgA1WqVzc1NJicnb43rOra6+9jYjbLwfi8rW10sb8V54/0+npvI88VPrlJv+njjvT52y0HikRapRJ3nJgoEAy5d4RZLm9185/0UQ9+3dv/F5cZgEoO89x4UCt6O19nZzneo7pufh0uXYGnp+NWXz+fZ29tjZmbmWIf8IiIiIiJPwhhDOp0mHA6fiKkxVu8wprx3awrRQTGAE+whgIYqP652u30iQn4RERERORqWMQf8aV1ETpx2u837779PX18ffX3Hs4sUvN2rS0vwzW/Ct/79+8SsAuMDFfy24bXFfjbzUYaTVT42ucubN/potGxS3U1eOLdDb7x56zjlmp9COchP/eBNUt1376VdLyT5V+9c4fXXbcpl6OqCl17yRgkfh07V46parXLz5k0mJyfp6urqdDkiIiIiIgdua2uLQqHA7Ozsibgo0RR2cH/vlw/l2K9/PUo1MMyFKxcYnh8+lNc4bYwxLC8vY9s2ExMTmjwkIiIiIuqkFTnr9q8Gj8VipFKpTpfzUAsLcPUq/P7vw7e/DaY1wSfObZHO1pgcLPHsxB6DyRpvryT55vUBmm0fc+MFzo0U7wpoASIhh+28j3rz7i9WNnYj/M//4fv5T9+2cd3bt7//vvf6f/fvKqh9kGazycrKCoODgwpoRURERORUKhaL5HK5EzU1xkr0QaIfijsH1k1rDLTbNvlygvxKhmK6yOWXLyuo/QjGGDY2Nmi328zMzCigFRERERFAO2lFzjRjDJubm7TbbUZHR4/tieLCArzyCvzn/+x10tbrgD9IthhjKx/hvY1ubma6mR4q8YVPrDE9VOJjk3meHd+7L6AFqDV8hAIO4aBz6zZjLL7y7Rl+9RvDuK43Rri/H7q7oVaDP/gD+Pt/H9rtI3vbJ0K73WZ5eZmenp5jHfKLiIiIiDypO3eIhsPhTpfzWOyLn/HmEx8Qy4L3bvQRTETov9hPNVfl+tXruHde5Sr3yWazlEolJicnT0zILyIiIiKHTyGtyBmWy+UoFApMTk5iH4elpg/gul4HbTYLjgOtFgSDEI3CXjNBo+XHdSxKNT83M3H6Ew1S8SYzQyUy+eh9F4wbA5u7USYGyvTGb4863imG+H//9vNYto+BAYhEoFqFzU0oFmFvD77yFfgbf8MLjQVc12VlZYVwOMzQ0NCxDflFRERERJ5Uq9ViZWWFvr6+E7lD1OpOYZ1/8UCOZQxs78TI5mIA2LZNYjxBbjFHfil/IK9xGu3u7rKzs8PU1BTBYLDT5YiIiIjIMXI8UxkROXSFQoHt7W0mJyeP9Yni0hIsLnqdrbu7Xmerz+cFto7xsVroJV8OEw44ZAsRsoUQ4aDDJ87nSHY1eH+jm3LNj+NalGt+3t/opjfe4IVzOW5nihbfNT/IaqaL3l6wbdjehvfe88LhWs37QqJSgV/9Vfhrfw3++T8/2121rVaL1dVVLMtibGxMAa2IiIiInDqO47CyskIsFqO/v7/T5Twxa3Yexuae6hjGQKEYZvH9fuD2Z/9gPEi73qZRaDz8yWeUMYZ8Pk8mk2FycvLEdWGLiIiIyOHTTlqRM6harbK+vs7Y2BjRaLTT5XyoQsEbb9zT4wWziYTX2Voue2Ft0w3x9sYgYwM1bOOwvhPj++eyPDuxRzLe4Dvvp1jd7mI77404vjC2xwvncgz31rxZXb4A9sc/R/kbE7des1iE1VVotxx64w16og3KNZvdUph81rC1FeC73/Xx8z8Pf/Wvwpe+1Lnfz1ExxtBoNCiVSpRKJarVKvF4/Fh3YYuIiIiIPCljDGtra/h8PkZGRk70RYmWZWFf/AwmHMO8/50Pbn20GcgGL5LdWI9wY20Q1737s3+z1KSnzyVRvob7zTe9G6NxrKmPYcWTB/YeTgrHcSiXy7fOmyzLYnx8nFgs1unSREREROQYUkgrcsY0m01WV1cZGBigu7u70+V8pEQCwmGva9Xn88Ydp1LQaHjjiH0+cN0Av39zlm5/gY9NX2f+gy7Z4d4aQ9+3xm4pRL3pIxz0QtdbX7AMTWM/+ymsUISPfQySSchkoFBw8Jk2qe46oYBDowGlWpCg32UgUaE73KDcjnD97QQ/8zPePqHTGNQ6jkOxWLwVyjqOQywWo6enh/HxcQKBQKdLFBERERE5FJlMhkajwezs7Km4KNGyLKzzL2IGxnHf+jqUdr2LVu/dD3P7GYDBCkW59mY3b//nEv0XvalD++LhAs+eW2FgoAGba5hbHbYG89bvwtAk9qXPYvWNHvK766xqtUqhUKBSqVCv1wmFQsTjcSYmJohGoyc64BcRERGRw2UZ89BP5CJyyjiOw40bN4jFYgwPD5+Ik0XXhb/7d+GNNyCf98YQ9/d7AW0263XaBgJekHv+PPzj/2eTjw8uYTZvQGEHnNbtg1k2xJNY/WNY4xewIvG7Xuenfgr+4687RHw1gj6HeKRJreUjV4zRcm1Geoqk4g0aLR/d0SbnRkp8dfEZzj3j56tfBf8puuylWCyysbGB3++nu7ubWCxGJBI5FV9QiYiIiIh8mFwux/b2NjMzM4RCoU6Xc+CMMbCXxaxdx+Q2oVa6+wGhKCQHsEefgf4xMm9u8dorr1HNVUmMJwjGg6TCWzx/bg1j7g5u72JZgIX9A38ca+Lpxi0fR61Wi42NDSqVColEglgsRiwW08WsIiIiIvLIFNKKnBHGGJaXl7Ftm4mJiRMR0O5bWIBXXvH2025ve920kYgX1ILXbTszA3/n78CLL95+njEGGlVw2l5AG45hPeQbBNeFL3/Z8J2vbbKVD1NtBnFdaLkW1UYQC4iFWnRHGjTbProjLZ4dy+Lz+/j25gz/8l/6+MIXDv1XcegcxyGTyVAoFBgZGSGRSJyovysiIiIiIk+jVCqRTqeZmpo69qthDoppN6FRBwwEQljB+3enbi5scv3qdXKLOVI9JT772W3ggxz2o1gW9g//F1gD4wdbeAeVSiXW1tbo6upieHgY/2m6YldEREREjow+RYqcEVtbW7TbbWZmZk5c6DY/Dy+/DFevwh/8AayseB200ShMTsInPwlXrniPu5NlWRB+tN0/S0tQXNvluZFtcoUxGi2bZtuH64BrLAxQqoeot3zEQm26oyXK9RBBX4ugU2Nzs+ug3/aRK5fLrK+vEwgEOHfuHMFgsNMliYiIiIgcmWazydraGiMjI2cmoAWw/EHwf/hn/+H5YQYvDZJ/f5euN/8ttOCRzyoNuG98Dd+P/vmnrrXT2u02mUyGYrHI8PAwPT09J+78WkRERESOD4W0ImdAsVhkd3eX2dlZfD7fgR3Xdb1ws1DwullnZz9k1NVTmp+HS5e819vb8/5JJLw9sgfxut/6FuxulOmP2vR11yjWgtRbflrGZv/rB2Og0fZjXBufZejtqrGWixMPlhkcPLkhbavVYnNzk3K5zODgIL29vfqiQURERETOFNd1WV1dpaenh56enk6XcyzZtk1vooLbKn30g+9iYDeD2c1g9Q4dSm2HzRhDPp9na2uLaDSqi1pFRERE5EAopBU55RzHYW1tjdHR0QPdp7Sw4HW2Li5Cve7thJ2be3BH60GxbW/v7EFzXXj992rE/DW6Ik0sY2i0/eBa2Li4eMG2ASwMDnAjmyDVVaXe9jGcKDHVHwZ6Dr64Q9ZoNLh58yaxWIzz589rf5KIiIiInEnb29tYlsXg4GCnSznW3KXvejOOH3dzlmVjlr57IkNaYwwbGxuUy2VGR0fp7u7udEkiIiIickocUs+biBwHxhi2trYIh8MkEokDO+7+jtiFBejrg2ef9X7eeftJsrQExVyDmcE8uVKEvWoI41oE/G38PvDiWY/BwnFt8uUwry2NEA22eXYkRyP/uFeTd95+t0AikWBsbEwBrYiIiIicSfV6nd3dXYaGhrAPazTQaVHKP35AC2BcTHnvwMs5Cvl8nlKpxMzMjAJaERERETlQOvsQOcWy2SzFYpGxsbEDO6breh20uRxcvOiNG/b7vZ8XL3q3X73qPe6kKBSg1TJcGNklFGhTrIXBMvh9hqDfwffB5F8bg/1BYGuMRb3tI+xvkequEY86HXwHTyaXy2FZFkNDQxpvLCIiIiJnUqPRYHl5mb6+PmKxWKfLOf6e5kTPPXnnTPs7aHVRq4iIiIgcBoW0IqdUNpsll8sxNTV1oLtylpa8Ecfj4/fvgbVt7/bFRe9xJ0UiAb5ggHCwzQtTWRLRGo5r03J8OI4NFvgsL7AN+h2CdptoqEl3uEFmr4vdUpjR6XCn38ZjMcawu7vLwMCAAloREREROZOazSbLy8skEgn6+/s7Xc7JEOkCnuD8wbKwwicvBN/b2yMcDtPV1dXpUkRERETkFFJIK3IK7e7usrOzw9TUFOHwwYaHhYK3gzYef/D98bh3f6FwoC97qGZnYfx8jKXdQfrjVV6c3qa3q/bBFC8Xn2Xw2QaDjWV5K5h8NjQdP6V6kDdWhvnv/t7giRrznM1msSyL+MP+Q4qIiIiInGLtdpvl5WXi8fgjT5ZxXZfcezk2Xt8g914O9ySNDzog1sQcd66DeWTGYE1cOPB6DlOj0SCbzdLX19fpUkRERETklPJ3ugAROVjlcpnNzU2mpqaIRCIHfvxEAsJhKJW8Ecf3KpW8+w9wBe6hs224csXiF/7JMJlCheFkhbmRHN9ZDlCohrEtQ9DnYFnQbPuwLINlQ6qrRipepdjq4s3vWrzyCrz8MszPd/odfbhSqcTOzg4zMzPqohURERGRM8d1XVZXVwmHwwwPDz/SZ+LNhU2uX71ObjFHu97GH/aTmktx4coFhueHj6Dq48GauID59m9Bq/l4TwxHYfTc4RR1CFzXJZ1O09PToz20IiIiInJo1Ekrcoo0Gg3S6TQjIyOHtk9pdhbm5iCdvn8dket6t8/NeY87Sebn4UtfHmZ2rEYi1qAv3uDcYJ7uSJ2A7WLbLrZliARbJGN1JlMFpvqLBPxQNgmee+5k7ONttVqsra0xPDx84F3WIiIiIiLHnTGGjY0NXNdlbGzskQPa1155jcxChmhflL5n+4j2RcksZHjtldfYXNg8gsqPB8sfwHruk4//vI99GuvefTnHWCaTwbIshoaGOl2KiIiIiJxi6qQVOSX2x3Ulk0mSD2pxPSBe16kXxl675u2gjce9Dtp0GlIp7/4TdP59y8dfCnJx9vv5gX/3S6QzyyxuJPn170zxe++O0XT8RIMtLAt64zX6umqUG0GWdgeZPh8glQK///Y+3vPnO/1u7meMYW1tjXg8fqh/R0REREREjqudnR3K5TKzs7PYj3DS4rou169ep5qr0n+x/9ZzwskwwUSQ7LUs169eZ/DS4CMd7zSwnvskprADy28/2hPOzWM98+LhFnWAisUie3t7nDt3TpOHRERERORQKaQVOSU2NzcJh8MMDg4e+mvNz3tjfa9e9ULJtTVvxPH8vBfQHvdxvx/Gl+xn8Kf+NP2/+6u8MHWdS5NZ/u3vF/n2jSFcLIq1IKmuKtulODd3++ntC3LhghdKx+Pe7+K47uPd2dmh1WoxMTHR6VJERERERI5crVZje3ubmZkZAoHAIz0nv5Qnt5gjMZ64L4S1bZvEeILcYo78Up7U+dRhlP1QruuSX8rTKDQIJUIkZ5NHEhRbloX9qR/HxBKYd14D13nwA31+rIufxnrukycm7Gy1WqyvrzMyMkIwGOx0OSIiIiJyyimkFTkFcrkc5XL5SK/0nZ+HS5e8rtFCwdtBOzt7Mjto72V19+L7o38Bk9vkY+++wV9O3WD6WxV+89oE72VSvLc9iBUIMj5p8YlPwP4ErOO8j7fRaLC9vc309DQ+n6/T5YiIiIiIHKl2u83q6ir9/f1EIpFHfl6j0KBdbxOMPziwC8aDFNeKNAqNgyr1kXR6R65lWVgf/0HMs5cxN65hbrwFtTJYQDSONXMJa/pjWIHQoddykDY3N+nq6qKnp6fTpYiIiIjIGaCQVuSEK5VKZDIZpqamHvlq8INi28dzrO9BsVLD+D71Y0x+Cn76p+HTi/A//o9w4wZ84hPeaOf9UHp/H+/8/PHcx7u1tUUymSQajXa6FBERERGRI+W6Lqurq0QiEfr7+x/ruaFECH/YT7PUJJwM33d/s9TEH/YTShxdGLm/I7eaq5IYTxCMB2mWmmQWMhTTRS6/fPlIgloAKxjGuvASXHjpSF7vMFUqFcrlMs8880ynSxERERGRM+IU9LyJnF3VapV0Os3o6CixWKzT5Zxqtg3PPgt/+2/D88/D5qbXQdxuQz7v7ec9rvt4W60WpVKJvr6+TpciIiIiInKkjDGsra1hjGFsbOyxJw8lZ5Ok5lIU0gVc173rPtd1KaQLpOZSJGeTB1n2Q927IzecDGP7bcLJMP0X+6nmqly/ev2+WuWj7e7u0tvbi9+vfgYRERERORrHLEoQkUfVaDRYWVlhYGBAo5iO0P4+3vl52NmBd97xft55+3FTKBSIRqPaqSQiIiIiZ87m5iaNRoPJyckn2tdq2zYXrlwgmoqSvZalnq/jtl3q+TrZa1miqSgXrlw4kl2w8Hg7cuXROY5DsVjUubWIiIiIHCldHihyAjmOw+rqKj09PeqO7ICTto9XXzaIiIiIyFmUy+UoFArMzs4+VXfk8Pwwl1++fGsHbHGtiD/sZ2h+6Mh2wO47rjtyH4XruuSX8jQKDUKJEMnZ5JGF2x+lXC4TDAYJh+8faS0iIiIiclgU0oqcMPvjuvx+P0NDQ50u58w6Kft4W60WtVqN8fHxTpciIiIiInJkKpUKmUyGqampA5koMzw/zOClwY6HjMdxR+6j2FzYvBVyt+tt/GE/qbnUkYfcD1MsFonH450uQ0RERETOGIW0IidMNpulXq8zOzv72PuU5GxxHId0Ok13dzeBQKDT5YiIiIiIHIlWq0U6nWZoaIhYLHZgx7Vtm9T51IEd70ns78jNLGQIJoJ3hcT7O3KH5oeObEfuo9hc2OS1V16jmquSGE8QjAdplppkFjIU00Uuv3y5o0Ht7u4upVKJc+fOdawGERERETmbFNKKnCCFQoGdnR2mp6efalzX0zBOG6oFaFTAuGD5IBKHSBzL9nWkJrlfu93m5s2bBINBRkdHO12OiIiIiMiRcByHlZUV4vE4vb29HanBGOOdL1WL4LS8GwNhiCWwAk83Tnd/R24xXSR7LXtX6FlIF458R+5HcV2X61evU81V6b/Yf6uucDJMMBEkey3L9avXGbw02JGas9ks2WyWycnJA+m4FhERERF5HAppRU6ISqXC+vo6Y2NjRCKRI399YwyUc1DO33NPC9Osk1veZavWTygRP9b7Wc8C13VZWVkhFAoxPj6ujmsRERERORNc1yWdTuPz+RgZGenI52DTakB+A5z23Xe0m1ArYoIRSA4/1QWux2lH7kfJL+XJLeZIjCfuC2Ft2yYxniC3mCO/lD/yLuV8Pk82m2V6eroj59giIiIiIgppRU6AWq3GysoKQ0NDdHd3d6aI0g5U9u67eXPLxxtvhVhZ89Ns1lnZ8pHoj3LlCszPH3mVZ54xhvX1dSzLYmxsTAGtiIiIiJwJxhjW1tZot9tMT093LqDNpcGYhz+oWYPcGiY1jvUUV7Yelx25H6VRaNCutwnGH9ylGowHKa4VaRQaR1pXpVJhY2ODyclJBbQiIiIi0jEKaUWOuUajwfLyMgMDA50b19WsPTSg/Y9fi5Iv+BgebBMOOfT3Fbj61RDptI+XX1ZQe9Sy2SzVapXZ2dlj9wWNiIiIiMhhMMawsbFBo9Fgenoan69Da1gKWx8e0O5rN6GyC/G+J3oZ13XvCmeHXhw6tp/9Q4kQ/rCfZqlJOHn/qOdmqYk/7CeUCB1ZTc1mk9XVVYaHh+nq6jqy1xURERERuZdCWpFjrNVqsby8TDKZpK/vyU7gD8QDAlpj4I23QuQLPs5Nt9i/UD0eM3z+01V+8+txrl6FS5c0+vioFItFdnZ2mJmZ6djOYhERERGRo5bNZimVSh39HGxaDWg9RjdopYDpSj12x+/mwuatMcfteht/2E9qLnXsxhzvS84mSc2lyCxkCCaCd4XJrutSSBcYmh8iOZs8knr2V8MkEomOXQQtIiIiIrJP0YnIMeU4DisrK8RiMQYHBztWhzEG6uX7bt/N26yu+RkebHPv9wr9iRrj47C4CEtLR1ToGddsNllfX2dkZIRw+P4r1EVERERETqPd3V12dnaYmpoiGHzwSN0jUSs93uONC83qYz1lc2GT1155jcxChmhflL5n+4j2RcksZHjtldfYXNh8vBqOgG3bXLhygWgqSvZalnq+jtt2qefrZK9liaaiXLhy4Ug6gY0xbG5uYts2w8PHL9AWERERkbNHIa3IMeS6Lqurq/j9fkZHRzu7V9S4D7y53rBoNG0i4bvHeVkW+H0O8TjU61AoHEWRZ9v+35dEIkFPT0+nyxERERERORLFYpFMJsPk5GTnL1R0ncd/jvPoz3Fdl+tXr1PNVem/2E84Gcb224STYfov9lPNVbl+9Tqu++Dzt04anh/m8suXGZoforpTZeedHao7VYbmh7j88uUj6wDO5/OUSiUmJiY6e44tIiIiIvIBzcMUOWaMMaytreG6LlNTU8fg5PHBrx8OGUJBl1rdoit2d1BrjEWpBOEwJBJHUePZtr29jTFGV4OLiIiIyJlRqVRYW1tjbGyMWCzW6XK4b7zQAT8nv5Qnt5gjMZ64r+vUtm0S4wlyiznyS3lS51OPX8shG54fZvDS4F27dJOzySPbpdtoNMhkMoyPjxMIBI7kNUVEREREPopCWpFjwHW9scCFgiEa3cTvrzMzM4PP5+t0aVi2jfEHod286/bepMvEWJvF94N37aR1DeyVQ6TTMD8Ps7NHX/NZsru7Sz6fZ2Zm5hgE+iIiIiIih69er7OyssLQ0BDd3d2dLscTjED1MccIBSOP/NBGoUG73iYYf/BI52A8SHGtSKPwGHtxj5ht2x0JkNvtNsvLy/T29hKPx4/89UVEREREHkYhrUiHLSzA1avw7ruGP/bH1pmZqfCNb0zzIz/iZ36+09V9INYDhe27brIsePH5BttZH+/fDDA82CYSNtTqFl/7vS5SKbhyBY7iwujbIbfXuTs7ezSv2wmu61IoFCiVSjQaDVqtFpOTk4RCoU6XJiIiIiJy6CqVCisrK/T19dHb29vpcm4Ld4FlP3RdzIMeb/ke/SuZUCKEP+ynWWoSTt4/2rlZauIP+wkldF4AUKvV2Nvbo1ar0Wg0iMfjDA4OdrosEREREZG7KKQV6aCFBXjlFcjl4Md+LMfsbJWrV2d4990Ai4vw8sscj6A2EodyHpzWXTcPDzr86B+q8sZbIVbX/GSyNuV6gPMXAly5cjS174fci4veDtxwGObmOLLXP0q1Wo2VlRV8Pt+t/bORSETjukRERETkTHAch9XVVQYHB0mljtdIX8uyMN19913c+pBHQ9fjBczJ2SSpuRSZhQzBRPCuMcGu61JIFxiaHyI5m3zMyk8XYwzr6+sUi0USiQTJZJJQKEQkEtHkIRERERE5dhTSinSI63rhYi4Hn/lMje/7vm2+8Y0J4nEfP/6jDRYXLf7Dr/m5dMl+5K7Qw+ootSwbkxqD3NoDg9o/NlBlN2+zV49g4ilmzx1NJ+udIff4OMTjUCp5t6fTxyjkPgD7X0glk0kGBgb0BYOIiIiInCnGGDY2NgiHw14HbbsJTht8fvA/eATwUbOiCYzrQCn3YY+C3hGswON1vNq2zYUrFyimi2SvZUmMJwjGgzRLTQrpAtFUlAtXLhzZjtfjKpvNUq1WOX/+vC5mFREREZFjTyGtSIcsLXndn8891+Rzn1vhnXf62d7u4sJsja6YSzQEy2mXpaUw589/9PEOu6PU8vkxfRNQK0Blz/tCZP++YIjUdA+pSPzQw8P9IHpvD37u5yCbhUuXbofCyaQXUF+75v0+7rzvJNvZ2SEYDCqgFREREZEzKZPJUK1WmZ2dxXLb0Kx5dzgtsH3eP8eA1dWLCUa8c6Z6+Y47bIh2Q7QHy/9k4eHw/DCXX77M9avXyS3mKK4V8Yf9DM0PceHKBYbnhw/mTZxQrVaLbDbLzMyMAloREREROREU0op0SKEAfn+LH//xZdbWuvne9/rI56HUD8Ui+H0W1Qrk8x99rKPqKLVsG2JJTLTHC2mNC7bvsXYpPY07g+idHXj3XRgagu1t7+c+2/Z+D4uLXqD7KCH3cdZoNMjlckxNTSmgFREREZEzJ5vNsre3x8zMDH6/3+uivZPrHpuQFsAKRiAY8bpqHQcswOfHsp7+6tHh+WEGLw2SX8rTKDQIJUIkZ5O4rsv7v/k+lc0KseEYU5+f8n5XZ4QxhkwmQzweJxKJdLocEREREZFHcnY+sYscM93dTf7yX14mk4nyG78xzPXrFmtr8Fu/FWSwz8XvN2xnbYo1CAYfHrLuj03e3WnzyfPbdLW3CRcLWMbl4qifN1ZH+U+/0MXzz/fh8x1MS6llWfCEV38/CdeFf//v4V/+SyiXYXgYQiHv9lwOXnsNLl++O6iNx2FtzQvDT6p2u00+n2dnZ4fe3l6i0WinSxIREREROTLGGLLZ7K0LFkOhD0YE+wJgNW5dNMpjXDRq9rKYjWXYSkO94nW4dvVgDU3A6DRWpOvA6rcOqcPXtm1S52/v5H3r59/i9Z99nb2bezhNB1/QR890Dy99+SWe/9LzB/76x4kxhnK5zM7ODs1mk5mZmU6XJCIiIiLyyBTSinRAs9nEmJvs7cX5p/90mFzOYm8PKhVwXR/Fgk25AqGQxZtvel2yD+uGvfHdPM1rN7kSfYvEThmwMNzutvzBrkUKb0fI/s83GPjcZawXfhArdHKuLN7vnv3FX4RMxrvtrbcgGDS0mi5Bv2Fvz8fiosXAwO3RxqWSN/I5kehY6U+lWCyytrZGJBJhbGyMrq6D+7JIREREROQk2N7eJp/PMz09TTgcvn2HZUG4CzCA5f35QxjjYt75Nub1r8HGTe9G23f7+cZgjOsFtnMvYn/fH8IaPRlh31s//xav/syrNItNogNRArEArUqL3PUcr/7Mq/j88OwfPwe+wJFNQDoq7XabdDpNo9EgmUwyPj5+prqHRUREROTk06dXkSPWarVYXl4mHo8zPj5MPm+xteWFi67rdYg2mxbRqBcyGuPtXb13v6oxLuaN3yFw9bfoa3ycrmjlg1cwWJhbrxcJNNkud9MoVDC//cuYb30V+8f+PNbMx+6rbX/fa6HghZuzs53d57o/xnllxRsB3W5708K6Ym1mRusEfIa9sk1P3KFWCZLPh0mlvPeRTnuh9uxs5+p/UoVCgfX1dUZHR0mc1JRZREREROQpZLNZdnd3mZmZud1BeyfLAj56FYjZ3cL9tf8PbNy4O8x1nQc82IV338C9/jq88IPYn/+TWMHw/Y87JtrtNq//7Os0i00Sswl8Pq9r14pb2H741F+YZO5FFzbfB8BEE9A7iuU7PqOhn5TjONy8eZNgMMj58+dvvXcRERERkZNEIa3IEWq32ywvLxONRhkeHqZSsRgc9ILHlRUvEG23oasLUinw+bxxvhMTd+9XNe0W7q/+K3h3gbAVI+xrUmsF6Qo17nvNWitIyNci4m95iW+1hPtv/wnWZ7+I9ek/dmvH6Z37Xut1LyCem4MrVw5mn+3j2h/jnMtBLOYF1Y4D4ZBDNOSwnA4Qi7r4/bC2adOfahOkxs2bEVZXYWAAfuInOhsyP4lKpcL6+jpjY2N0d3d3uhwRERERkSOXy+XY2dm5e8TxEzA338b9xX/unVyAdz70UfYfu/B13JvvYP/Z/yNWd+8T13CYll9dZu/mHtGB6K2QspKtUN4o85P/5CVmPjuAfefKm2oBnBZmcObWeeBJ5DgOa2tr+P1+JiYmTvR7EREREZGz7YTFFyInl+M4rKysEAqFGB0dxbIsCgWIROCFF7xQdmICJie9n11dXlet44Df7wWnhQIY18X9lX+JefdNcpUY9VaAnkiVjWLi7u8cDBRrYRazQ/REqiQjH3TafvAg8/V/j/mD3wBud6wuLEBfHzz7rPfzztuP2tKSFxiHw/C970Gr5QWuXVEXp+1dBF+v2yS72/j9htX1AN9daPM7vwPb296441/5lc7U/iRc1yWTybC8vMzg4KACWhERERE5k/L5PFtbW0xOThKJPPmaFrOyiPv/+2feCZVxn+AABgo53P/tH2IqxSeu4zBVNis4TYdALOD9OVthb3mP3qko5z43dHdAu69RhUbl/ttPiEqlwtLSEq7rMj4+roBWRERERE40ddKKHAFjDOl0Gtu2GRsbu3UimUh4IaTremFtMOj93NdoeN207fbt/arm9a+x8e2bLGw8x2q+l4YToN72kyl1U2qEmevbYqcS43p2mHQhSVewQcTf4D+++zFeGEkz3H37Cwbz27+MMzLL1avnyeXg4sXbnafJpPd6167dP2r5KBQKUKt5nbTNJgQCXlDr87vEoi6ugWLZptG0Sfa4VKs2XZE2n/mMYXzcolLxAtp0+uH7fI+LRqNBOp0GYHZ29u59WyIiIiIiZ0SpVGJjY4PJyUmi0egTH8fUKri//L98EM4+QvfsQw/kQjGP+5Wfw/7J//bYBYKx4Ri+oI9WpYUVtyhvlDGOYfylFMaYB9ZrAKtR+2Cn78lhjGF7e5udnR0GBwdJpVLH7r+HiIiIiMjjUietyCEzxrC+vk673WZiYgL7jqRzdtYbKVwoQG+vt3d1f7qW63p/TqW8n3NzMNO7zfqvfpXfePdjXM8OkYjUmEzuMNGzS0+4xkYxwS+/fYn/9Tuf5PdWZmi0/QzGCvgsl9fS0/ziWy+yUbijQ9Oy2P75X+D9xRbj4/eHsLYN4+O3Ry0fpUTCC6e3trx/D3gXh+O2LRzX+/0EfIZ80Ue5bJFMOCQShp4eL+xOJr3QOZfzQmb3CS6eP2zGGHK5HEtLS3R1dTEzM6OAVkRERETOpGq1SjqdZnR0lK6upwsQ3d/6BahXH2288UcxLixdw7z92tMf64BNfX6KnukeqttVavka7UYbX8BHo9R+eIBpAPtk7W+t1+vcuHGDYrHI7OwsfX19CmhFRERE5FRQSCtyyLa2tqhUKkxOTt7aE7TPtr2dr/39Xsesz+eFknt73s/92/r7vceZ136L76yNka9FOZfapivUwGcbukINJnt22CnHWdlNkQhW+eTYDaaTWd7ZGeHX332e97L9/M6N8/zLb33mdlBrDK29Ml3VNeLxB9cfj98etXyUZmdhdNQbW9zVBdGoN+K45Vi02haVqo3PbwgFDWAxOdZiZy9Is3n7ZL2TIfNHabVa3Lx5k52dHSYmJhgaGrorwBcREREROSsajQYrKysMDAzQ09PzVMcye1n43mtPNuL4w4779V/DHEToe4D8fj8vffklgt1BShsl3LaLi8u7X92kUW5h3LvrNa7x3kP0ZKxWufOi1mg0qqlDIiIiInLqKBEQOUR7e3vk83mmpqYI7LeC3mN+3hvH+7nPebto/X4vEPX7vT//0A9593/82Rq5b75JOt/DcLzAnRcO71ai/OJbn+A7G2Ms5QZY3kvxjZVz/O7qOUr1EMaAYyyGugu8lRnll669yGbROzEP+dvM+K5TKj34PZRKt0ctHyXbhh/7MW/8cybjhcW2DXtFH20HUsk2AykHLEMg6BKLGTZ2IgSDdx+nUyHzh6nX6ywtLREMBjl//vxTdwqIiIiIiJxUjuOwurpKT08PfX19T308852vg3UIX3XsZWFl8eCP+5Se/9LzfP7/9nl6JnoAcBsuzUqbX/3b38F1Da7jBbNu28UYyG4FsXzHf/OVMYaNjQ2y2SzT09MMDw/rolYREREROXWO/ydzkROqWCyysbHB+Pg4oVDoQx87P+/tfF1a8rpo9/a8UDSZ9DpKbRvMe+/RaFg0nACRwAeJo4FrmWH+/TvPs7gzhHEMLdfHXjVMy/hpGx894RpD8QK2FWckUaAnXGWnGuM7G+MMxb9HKlrmucT7vLZaJ5EI3zXy2HW9na7z814dR+2LX4SvfAVefdULrcNhqNVsMtkQ5YpDwG+IRlzyhQA30lGmpmySybuP0amQ+WEqlQorKyv09fXR39+vMV0iIiIicmbtB7R+v5+hoaEDOaZ5d+HAu2gBsG3M0ltYUxcO/thP6fkvPc/5P3Gef335X7O3skd8OE5hx+Xq37rG3Of7iQ+GyL1fZPXNMn/8f/2pTpf7kVzXJZ1O02w2mZ2dfegFzyIiIiIiJ51CWpEDtj+SaXt7m7GxMeIPmyN8D9uG8+c/5LiZFUIBh5CvRa0VpOX4eHNjlF9/92OsF5K0HB8W0HR91B3vJNZnGfZqUdquRblRZzSxRyzUYLR7j9V8L7vVGKlYhRdG0rzq7HDt2hjj4173aankBbSplDdquRMXLds2fPnL0GjA6qo3/nhxEbJZi2rdTygEPSnYzUCzCeUybG/D/vc7nQ6Z71UqlUin0wwNDdHb29vpckREREREOqbRaLC6ukogEGB8fPxALl40zQbkswdQ3QO4LmZj+XCOfQDC4TCf/Tuf5dWfeZVGvoEv4GNvrco3/sX7VLerBBNBPv8/fR6//3h/DeS6LsvLywBMT08f+3pFRERERJ6GPu2KHCDXddnY2KBcLjM1NUU0Gj24g+9ukYqWmUju8q30FLvVKK+vT5CrxrFwwfhoGhuDBXhfcLQNOI6NU4/Sdvws5fr44XOL9MdKrO71UW97Ye5wosRf+fgN/r9vj7G4CGtrXvfp/LwX0M7PH9zbeFzz8/A3/yZcvQrXr3t7aX0+r75YzPv32VkvVC4W4c03obcXKpXOh8z32traYnBwUAGtiIiIiJxp5XKZdDpNT08PQ0NDBzddJp8FDnFvbG7z8I59AJ7/0vMAvP6zr7N3c49qtoov6CN1IcVLX37p1v3HWbFYpN1uc+7cOY03FhEREZFTTyGtyAExxpBOp2m324cyksm0W1gY5ofT/OZ7z/LuzgCFahjMB19CWIC5/8sNg0XL9VFtB8iWuxiIFam3g4R8LcL+1gfPtXhmosr/9ae8kcuFgjceeH/U8kFw3Sc/9v446K9+FfJ56O+H7m5otSAY9MZCb2/DwoK3v/aNN7xw9jiEzHdqtVoHG9yLiIiIiJww5XKZlZUVRkZGSN67q+RpOa2DPd59x28f7vEPwPNfep5nf/JZll9dprJZITYcY+rzUyemI7XZbBKJRBTQioiIiMiZcDI+pYscc67rsra2RqvVYnp6Gp/Pd+CvYQWCGMsi5HcY6ipQrIVZzA5hWQbH+AjYDi3Xe10L80FHrce2DH7LodoK4bg2m6UEF/oz9EYr3gOMAX/gI0cuP6mFBa8TdnER6nWvC3Zu7vECVNv2wthoFCYmvB21dxoagj/0h+Db34Y/9+fgU5862JD5aRhjyOfzOI5zYr4cERERERE5aOVymdXV1cMJaAH8h7y71HcydqP6/X7OfeFcp8t4bI1Gg2KxSFdXV6dLERERERE5EscgvhA52VzXJZ1O02w2mZqaOpSAFoDUEGBRbwcIBxwuDa8x0FVkIFYk5HewLfeDB94d0ALYGKKBBvV2gLcyI/RGqrwwkubWVDFjsPqGD6XshQV45RXvZ18fPPus9/PO2x9VIuEFvKXSg++vVLxjf+pTXth8XALa9fV1stksExMTB95hLSIiIiJyEpRKJVZXVxkeHj6cgBYgOQAHNTr5QfpHDu/YZ1y1WmVpaYloNEp/f3+nyxERERERORLHIMIQOblc12V1dZV2u8309PShdklaQ5NgXML+FiFfi0igRV+sQiToEAs0MJYNd+yj3eejDZZFoR7FcS2mUzv8yDPfY7i7ePcLDE0ceM2u63XQ5nJw8aLXCev3ez8vXvRuv3rVe9yjmJ31OnDT6fuf47re7XNz3uM6zRiD67rk83nK5TIzMzN0d3d3uiwRERERkSNXKpVIp9OH10H7ASsQhN7Bwzm4bWMNTx3Osc8wYwytVot0Os3AwAAjIyOHd+GziIiIiMgxo7mbIk9oP6B1HOdwO2j3jZ+HQIjeaIWJ5C7vbA/xTF+GUj1MPFyj5diUm6E7nmAI2A5B28Gy2rRcH9FAkyvPfefugNayYHgKK3LwI6WWlrwRx+Pj93e12rZ3++Ki97hHGbNs296I5HQarl3znh+Pe5216bS3h/bKlc520FYqFXZ2dqhUKriui23bjI+Pq4NWRERERM6k/YB2dHSURCJx6K9nzb2I+f1f91a6HCTXxTr/8YM95hnlOA47OzsUCgWazSYA3d3dpFKpDlcmIiIiInK0FNKKPIH9EcdHFtACVjCEdenT8MZv88JImq1yN6VGmMneHFbeUG0EsHAx2Pgw2LaD33KwbEPQ18ZvXOKhOva907+MwfrE5w+l5kLB20Ebjz/4/ngc1ta8xz2q+Xl4+eXbO27X1rwRyPPzj7fj9jAUCgXW19dJpVIMDAwQCASwbRv7OMxdFhERERE5Ykcd0AJY85/B/N6vH/RRITUIY8dgZM8J57ouN27cwOfzMTQ0RCQSwbZtdc+KiIiIyJmkkFbkMe3vGG21WkxPTx/pyaR1+QuYN3+X4e4iP/rM9/jOxjgRf5Owv4VjLPbqMdqujeta+P0uIZ+D3+dgY+gOlRjqLlFuRe44oA3JfqwLLx5KvXfukH3QVLNSybv/cb+vmZ+HS5e8DtxCwXv+7GxnO2iNMWxvbzM0NERvb2/nChEREREROQYqlcqtEcdHFdACWN29MP8ZePMbB9hNa7B/8CewDnPf7RlR+OAK3enpaf0+RUREROTMU0gr8hiMMWxsbFCr1ZiZmTnyq32tRC/WH/4pzH/83xjuLjIU/x7fP75MrRXgne1B/unvfg7HWGQrcfL1GK5rEfC7DMSKjMT3sCyL7lDtzneE/cW/iOU7nP8p2N8hu7DgBal3hqj7O2Tn559sh6xtP9qI5KPQbv//2fv36Mjyu773fu9dd0mlUql075ZaanVPt8fttjwMYxsb7Al3EwhNAo/JOYEQQzhOQkNITi4H/DjgQyAJBDIQzHoS4MBDggMJjSGBEwwYjs1tGI9luz3T8oy6JZXuUqlUqlLda+/zx69LLXWrb2pJu0r1ea2lVa296/Kt6ppZvfdnf7+/KsvLy9RqtWM9ASUiIiIi0ogKhQKzs7MMDAzQ1dV17K9vP/9NOK9/Fra3njyotWy48BasC285nOJaWCaTYWVlhb6+PgW0IiIiIiIopBV5ZK7rsrS0RC6XY2xsDL/fm/98rDe/Ezf5Onz+L7AsSLRvAzDUucmfzY3zqYURvuLcDTKlNko1PyFflVgoz/XVU3zRqTnGE2t3nusrvgVr8MyR1doMa8g+Kdd1mZubw7KsY++sFhERERFpNMVikZmZGXp7ez2bMGOFItjf9L/h/Od/C7XqwYNay4buPuyv+ZuHW2ALqi8NMzg46ElwLyIiIiLSiJo4GhE5Pq7rsry8TDabZWxsjGAw6FktlmVhf923wZvefrs2SG23s5Tt4l1jXyDRluP66iksy6W3LYtluVxfPUVvW45vePoz2D4bsLC+4luwj2gt2t3qa8hOTMD6Orz6qrndvb3ZFItFstksruuSy+UoFoucOXOGUCjkdWkiIiIiIp4pFovcunWLRCJBb2+vp7VYQ2PY7/1eCIRM2Pr4zwC9g9h/8/uxwu2HXt9J5zgOmUyGSqWC4zisra3R399PPB5XF62IiIiIyG2W6x7aIi0iJ1J9Ddrt7W1GR0cbJohzXZdXf2uSqd98kfmNKOWan7CvQtWxmEknWNyKU6wGCPsrXOxb5uuf/ixvGZqHrl7sr/8OrFNnj7Vex2msNWQPwnEcVlZW2NjYwLZtHMfBdV0GBgbo6enxujwREREREc/k83lmZ2dJJBL09fV5Xc4ON5vG+Z3/P9x6xYS1rvPgB9g2uC7W274a6x1fh+UPHE+hJ0gul2NhYQHHcajValiWRSgU0uQhEREREZG7KKQVeQDHcUgmk5TLZUZHRwkEGucAfXISXngBMutFnu19lbHqZ6iWqixlY0RDRd7Qt0I4UCEWzDOeWMPuG8R69q9gvfGtWAHvOoGbkeu6ZLNZlpeX8fv9nDp1imAwSKlUIhAI6ESDiIiIiLS0bDZLMpmkv7+fRCLhdTn3cF0Xbn4e51Mfh5ufNxstG+odnY4DuOAPYL3p7VjPvBurd8izeptVpVJhZWWFra0t+vv76e7uplarUavVCAaD6qAVEREREbmLQlqR+6gHtNVqldHR0YYK4hwHfuiHTFB76dLtjlTXIVLZIFJa49brVd50NsN3/PW0CWcHzkBXjw6KD6BcLrOwsECxWKSvr4/u7m59jiIiIiIit9UD2lOnThGLxbwu56HcfBaWZnFXklDMm4OpjhjWwAj0j+iC1gNaX19ndXWVjo4OBgYGPF0iSERERESkWfi9LkCkEbmuSzKZpFKpNORIpulpmJqC4eFdI4Mtm0Kwh0KwB2cU/mAV3j0E5897WWnzW15exufz8dRTTzXc90BERERExEu5XI5kMsnQ0FBTBLQAVlsUxi9hjV/yupQTI5/Ps7q6ypkzZ2hv1/q9IiIiIiKPqslWhBQ5etVqlVu3blGpVBqug7Yuk4FiEaLR/fdHo2Z/JnO8dZ00rutSLBaJx+MN+T0QEREREfHKxsYGs7OzDA4O0tXV5XU54qFCoUAkElFAKyIiIiLymNRJK7JLPp9nbm6O9vZ2Tp06hW035nUMsRiEw5DNQjx+7/5s1uxvkovZG9bW1ha1Wk0nG0REREREbnMch6WlJba2tjhz5gwdHR1elyQechyHjY0Nuru7vS5FRERERKTpKKQVuW1jY4OlpSX6+/tJJBINs+6o45jxxpmMCV3Hx83PhQtmTdpYbNfI49v3TyZhYsLcTw6mWCyysLDQ0GG9iIiIiMhxqlQqzM3NATA+Pq51R1uc67rMz8/j8/mI73f1sIiIiIiIPJBCWhFgbW2N9fX1hrsSfHISrl0z688Wi6Y79sIFuHLF/CSTcP26WZs2GjUdtMkkJBJmv7LFg6lWq8zOztLT09M0a2uJiIiIiBylcrnMrVu3aG9vZ2hoSBcyCmtraxQKBcbHx/V9EBERERE5AMt1XdfrIkS8tLq6SiqVYnR0lEgk4nU5OyYn4YUXIJXaP4S9etXc734h7sSEl9U3L8dxmJ2dxefzMTw83DAd1SIiIiIiXimVSszMzBCNRhkcHNS/kYWtrS3m5+c5e/Ys4XDY63JERERERJqSOmmlpa2vr5NKpRgbG2uoA0vHMeFrKgWXLt3piI3HzXjj69fN/g9+EC5fvnccsi5iPrilpSVqtRpnzpzRyScRERERaXmVSoWZmRk6OzsZGBjQv5GFQqHA/Pw8p0+fbqjjaBERERGRZqOQVlrW5uYmq6urDRfQggldp6ZMB+3dgattm+1TU+Z+58+bH3lym5ubbG1tce7cOY3rEhEREZGWV6vVmJ2dpb29XQGtAOY7kUwm6e3tpbOz0+tyRERERESamlIIaUm5XI6FhQVGRkYaasRxXSZjxhdHo/vvj0bN/kzmeOs6ycrlMouLi5w6dYpAIOB1OSIiIiIinnIch7m5Ofx+P6dOnVJAK7iuy8rKCn6/n56eHq/LERERERFpeuqklZZTKBSYm5vj1KlTdHR0eF3OvmIxs75sNmtGHN8tmzX7Y7Hjr+2kqVQqrK+vs7m5SVdXl64GFxEREZGW57ouCwsLOI7D2NiYAtoW57oumUyGjY0NyuWyvhMiIiIiIodEIa20lHK5zOzsLD09PXR1dXldzn2Nj8OFCzA5aYLY3ZN3HQeSSZiYMPeTg8tms8zPz9Pe3s7w8DDt7e1elyQiIiIi4rmVlRXy+Tzj4+NaBqTF1Wo15ufnKRQK9Pb2EovF8Pt1KklERERE5DDoX9bSMqrVKrOzs0SjUXp7e70u54FsG65cMWHs9etmDdpo1HTQJpOQSJj9Ol9ycOvr66yurjI4OEh8v3ZlEREREZEWlEqlSKfTnD17VmFciyuXy8zMzBAMBjl37py+DyIiIiIih8xyXdf1ugiRo1ar1ZiZmSEQCDA8PNw0o5kmJ+HaNZiaMmvQhsOmw/bKFdNJKwdTKBS4efMmZ8+ebcg1iUVEREREvJBOp1laWmJ0dJS2tjavyxGP3bp1i2AwyNDQUNMcQ4uIiIiINBOFtHLiOY7DzMwMtm0zMjLSdOO6HAempyGTMaOPx8fVQfukFhYWsCyLoaEhr0sREREREWkIW1tbzM/PMzIyQkdHh9fliMdKpRKvv/46Fy9exOfzeV2OiIiIiMiJpFk1cqK5rksymQRoyoAWTCB7/rzXVZwcruuSy+UU0IqIiIiI3JbL5UgmkwwPDyugFcB8J9ra2hTQioiIiIgcoeZLrEQekeu6LCwsUKlUOHPmTFMGtHL4isUi1WqV9vZ2r0sREREREfFcPp9nbm6OoaEhOjs7vS5HGsTW1hbRaNTrMkRERERETjSlVnIiua7L4uIi+XyeM2fO6Opf2ZFKpejq6lJoLyIiIiItr1AoMDMzQ39/P/F43OtypEEUi0Xy+TxdXV1elyIiIiIicqIppZATx3VdlpaWyOVyjI2NEQgEvC5JGkS5XCaTydDT0+N1KSIiIiIinqoHtH19fSQSCa/LkQaytrZGV1cXfr9WyBIREREROUr6F7ecKK7rsry8TDabPfaA1nFgehoyGYjFYHzcrCcrjWNtbY1oNEooFPK6FBERERERz5RKJWZmZujp6dEFjLJHqVRia2uL8+fPe12KiIiIiMiJp5BWTpT19XU2Nzc5e/YswWDw2F53chKuXYOpKSgWIRyGCxfgyhWYmDi2MuQBisUim5ubnDt3zutSREREREQ8Uy6XmZmZIR6P09vb63U50kDqFz3H4/FjPZ4WEREREWlVCmnlRHBdl7W1NVKpFKOjo8faKTk5CS+8AKkUDA9DNArZrNmeTMLVqwpqveY4DvPz8yQSCXXRioiIiEjLqnfQRqNR+vv7vS5HGkw6nSafz6uLVkRERETkmGgYq5wIq6urbGxsMDY2RiQSObbXdRzTQZtKwaVLEI+D329uL10y269dM/cTbziOw9zcHLZt09fX53U5IiIiIiKeKJVK3Lp1i87OTgYHB7Esy+uSpIFks1mWlpYYHh7WWrQiIiIiIsdEIa00NcdxWFhYYGNjg9HRUcLh8LG+/vS0GXE8PHzv+rO2bbZPTZn7yfFzXZf5+Xmq1SpnzpzB1iLBIiIiItKCtre3uXXrFrFYjIGBAQW0skculyOZTHL69Gk6Ojq8LkdEREREpGXo8khpWrlcjsXFRXw+H+Pj456smZPJmDVoo9H990ejMD9v7ifHq1arkUwmqVarjI6O4vP5vC5JRERERORY1Wo1VlZWSKfTDAwM0N3drYBW9shkMiwsLDA4OEgsFvO6HBERERGRlqKQVpqO4zgsLy+zublJf3+/pycaYjEIh80atPH4vfuzWbNfx7rHq1QqMTc3h9/vZ2xsTAGtiIiIiLSc7e1t5ufnCQaDnDt3jlAo5HVJ0kBc12V1dZVUKsXp06fp7Oz0uiQRERERkZajkFaaSqlUYn5+HoBz58550j272/g4XLgAk5MmiN09TddxIJmEiQlzPzkexWKRmzdvEo/HNcpNRERERFqO67qsr6+zurqq7lnZV31ZmEKhwNmzZ4992SARERERETEU0krT2NraYn5+nng8Tn9/f0OsL2rbcOWKCWOvXzdr0EajpoM2mYREwuxvgFJbguu6LCws0N3dzcDAgNfliIiIiIgcq1qtxvz8PMVikbGxMdra2rwuSRpQNptle3ubc+fO4ffrtJCIiIiIiFcs13Vdr4sQeZj6leCnTp1qyHVyJifh2jWYmjJr1IbDpsP2yhXTSSvHI51Os7Kywvnz5zXiWERERERaSrlcZnZ2lkAgwPDwsP49LPuq1Wq8/vrr9Pb20t3d7XU5IiIiIiItTSGtNLT6+rOZTIYzZ8409JXgjgPT05DJmNHH4+PqoD0u5XKZ1dVVMpkMIyMjRKNRr0sSERERETk2+Xyeubk5Ojs7GRwc1HhjuYfjOGQyGVZWVohEIoyMjOh7IiIiIiLiMYW00rAqlQrJZBLHcRgZGfF8/VlpTKlUiuXlZTo7O+nv79f3RERERERahuu6bGxssLy8rPVn5b4qlQq3bt0CoK+vj1gspu+JiIiIiEgD0OIj0pByuRzJZJJoNMrQ0FBDrD8rjWdra4uVlRWttyUiIiIiLcdxHBYWFtje3mZ0dJT29navS5IGVKvVmJ2dpa2tjVOnTimcFRERERFpIApppeFsbW2RTCYZHBzUGjlyX6VSifn5eU6fPq2AVkRERERaiuM4zMzMADA+Pk4gEPC2IGlIruuyuLiIz+djaGhIAa2IiIiISINRe6I0lEqlshO8KaCV+6nVaszNzdHd3U1nZ6fX5YiIiIiIHKvl5WVc12V0dFQBrdxXKpVie3ub06dPazqViIiIiEgDUietNAzXdZmfn6ezs5NYLOZ1OXKb48D0NGQyEIvB+Dh4eXxfq9WYmZkhGAzS39/vXSEiIiIiIh7I5XJsbm4yPj6u4E3ua2Njg9XVVQX5IiIiIiINTCGtNIT6ekrVapWRkRGvy5HbJifh2jWYmoJiEcJhuHABrlyBiYnjr6dcLjM7O0swGGR4eFjjukRERESkpWxvbzM3N8fg4CChUMjrcqQBua7L2toa6+vrnDlzRkvDiIiIiIg0MMt1XdfrIqS11TtoS6USZ86c0VW+DWJyEl54AVIpGB6GaBSyWUgmIZGAq1ePN6jN5/PMzs7S2dmp9ZREREREpOUUCgVu3brFwMCAloaRfdUvfs7n84yMjBCJRLwuSUREREREHkCzkcRTruuytLREPp9XQNtAHMd00KZScOkSxOPg95vbS5fM9mvXzP2Ow/b2NjMzM/T19SmgFREREZGWUygUmJmZobe3VwGt7MtxHObm5iiXy4yPjyugFRERERFpAgppxTP1gDabzTI2NqaAtoFMT5sRx8PD964/a9tm+9SUud9Rq3fQDgwMkEgkFNCKiIiISEspFovMzMzQ09NDb2+v1+VIA6pPp6rVaoyOjuL3a2UrEREREZFmoJBWPOE4DvPz8+RyOcbGxggGg16XJLtkMmYN2mh0//3RqNmfyRxtHYVCgdnZWfr6+tQxICIiIiItJ5fLcfPmTQW0cl93Lx/k8/m8LklERERERB6RQlrxxOLiIqVSibNnzyqgbUCxGITDZg3a/WSzZn8sdnQ1VCqVnY6Bnp6eo3shEREREZEGVCwWmZubY3BwUAGt3Nfy8jKFQoGxsTF10IqIiIiINBmFtHLsNjY2yGaznDlzRgeRDWp8HC5cgGTy3nVnHcdsv3DB3O+orK+v097erhNSIiIiItJyqtUqyWSS7u5u4vG41+VIg6pUKqRSKY04FhERERFpUgpp5Vhtbm6yvLzMyMiI1qBtYLYNV65AIgHXr0M6DdWqub1+3Wy/cuXe9WoPUzAYpFQq4dydEouIiIiInGC1Wo2ZmRnC4TD9/f1elyMNzOfz4fP5KBQKXpciIiIiIiIHYLmu63pdhLSG7e1tZmZmGBkZIXq/xU6loUxOwrVrMDVl1qANh00H7ZUrMDFxtK/tui6vv/46PT096h4QERERkZbgui6zs7MAnDlzBsuyPK5IGt3GxgapVIrz5897XYqIiIiIiDwmzcORY1EoFJidnWVoaEgBbROZmIDLl2F6GjIZswbt+PjRdtDWFQoFqtWqxnaJiIiISEtwXZeFhQWq1SpjY2MKaOWhXNdle3tbx0wiIiIiIk1K/5KXI1cPaHt7e9UR2YRsG477ouxKpbLzneno6DjeFxcREREROWau67K0tMT29jZnz57F5/N5XZI0geXlZYrFIqOjo16XIiIiIiIiB6A1aeVIFQoFbt26RXd3Nz09PV6XI01ia2uLcDhMT0+POghERERE5ERzXZf5+XlyuRxjY2MEAgGvS5Im4LouGxsbnD59Wt8ZEREREZEmpU5aOTKO4zA3N0dvby+9vb1elyNNpFQqEQ6HvS5DREREROTIpVIp8vk84+PjGlsrj6xSqeC6LqFQyOtSRERERETkgNRJK0eiVqsxMzNDMBhUB608Mtd1WV9fZ3NzU2OORUREROTE29zcZGVlhVOnTimglUdWKBSYn5+nvb0d29ZpHRERERGRZqWjQDl05XKZ2dlZgsEgw8PDGlcrj2xpaYlcLsfp06cV0oqIiIjIiVW/OHFtbY2RkRH921ceWbFY1JJCIiIiIiInhEJaOVTb29vMzc0Ri8UYHBxUQCuPLJfLsbm5yblz5wgGg16XIyIiIiJyJBzHYWFhge3tbcbGxohEIl6XJE3CdV0WFhbo7u5mYGDA63JEREREROQJKaSVQ5NOp1lcXGRwcJDu7m6vy5Em4rouS0tL9PX1KaAVERERkROrWq0yOzuLZVmMj48TCAS8LkmaSDqdplqt0tfX53UpIiIiIiJyCBTSyhNzHIfl5WU2Nzc5c+aMRnXJY0ulUriuq3BfRERERE6sXC7HwsICkUiE06dPay1ReSy1Wo2VlRWGhob03REREREROSEU0soTcRyHmZkZAMbHxwmFQt4WJE2nUqmwurrKyMiITjaIiIiIyImUyWRYWFigv7+f7u5uLQsjj215eZlIJEJnZ6fXpYiIiIiIyCFRIiJPZHl5Gdd1GR0dVUArj62+plJnZ6c6sEVERETkRCqVSiwsLHD69GkSiYQCWnlsuVyOTCbD0NCQvj8iIiIiIieIQlo5sK2tLTY3NxkeHlYHpBxIJpOhWCwyMDDgdSkiIiIiIofOdV3m5+fp6upSB6QciOM4LC4u0t/fTzAY9LocERERERE5RErW5ECKxSILCwsMDQ3pQFEOpFarsby8zMDAAH6/Jq+LiIiIyMniui6Li4u4rquLEuXA1tbWsG2b7u5ur0sREREREZFDppBWHlu1WmV2dpbu7m66urq8Lkea1OrqKqFQiFgs5nUpIiIiIiKHbn19nWw2y5kzZzR5SA6kVCqxvr7OqVOnNOZYREREROQE0pGiPJb6uK5IJEJfX5/X5UiTKhaLbGxsMDg4qJMNIiIiInLi5HI5VldXOXPmDIFAwOtypEmtrKzQ1dVFJBLxuhQRERERETkCCmnlsayvr1MqlXQlrzyR1dVV4vE44XDY61JERERERA5VtVplfn6ewcFBhWtyYPl8nlwuR39/v9eliIiIiIjIEVFIK48sn8+zurrKyMgIPp/P63KkSZVKJbLZLD09PV6XIiIiIiJyqOqTh9ra2ojH416XI01sfX2deDyO3+/3uhQRERERETkiCmnlkVSrVZLJJP39/boaXJ5IKpUiFosRDAa9LkVERERE5FBp8pAchnK5rAtbRURERERagEJaeSjHcZibmyMSiZBIJLwuR5pcrVYjFAp5XYaIiIiIyKHKZDKsra1p8pA8sVqthm3bWs9YREREROSEU0grD+S6LslkEoDTp0/ranB5YoFAgFKp5HUZIiIiIiKHJpfLMT8/z/DwsCYPyRMLBALUajUqlYrXpYiIiIiIyBFSSCv35boui4uLlMtlzpw5g23r6yJPxnVdKpUKjuN4XYqIiIiIyKEoFovMzc0xNDRENBr1uhw5AUqlEpZl6bhJREREROSE83tdgDSuVCpFNpvl7NmzrTGuy3WhUoJK0fweCEMgBOoePjRra2sUi0XOnDnjdSkiIiIiIk+sWq0yOztLIpEgHo97Xc7xcGpQykOtCj4/hNrAboHjxWNS/04NDAxomRgRERERkRNOIa3sa2tri9XVVcbGxggGg16XczyKOSjn7/xeLUGtDSLeXA3vui7gAtaJGTNdKBTo7u5une+UiIiIiJxYjuMwNzdHW1sbfX19XpdzPGpVyG1gjlOAWhkqBehIeBbUmuMmTswxU7lcxrZtEomE16WIiIiIiMgRU0gr9ygWi8zPz3Pq1KnWWU/Jqe0NaOvK+WO/Mtx1XdhOm5MfTg18AdzOXiyPwuLD5PP5qFarXpchIiIiIvJE6kvDuK7LqVOnTkxA+FClbXYC2jrXNZ21x3y84lZKsLVqXhtwI50Q68Nq8q5e27ZxHAfXdVvneyUiIiIi0qK0yKjsUavVmJubI5FIEIvFvC7n+NQeEBw+aN9R2E7D1poJaAFqFUgv4hZzx1vHEWhrayOf3ycMFxERERFpIul0mlwux8jICLbdQofVtcrjbT8irlOD9bmdgBaAwhak5nc6a5tVfcRxsVj0uBIRERERETlqLXQ0KQ9Tvxo8EAi0zriuugddbX3cXbS5jf133m97E/H5fJTLZa/LEBERERE5sEKhwNLSEqdPnyYQCHhdzvGy7zOM67i7V/Nb4Dr3bq8UzU+T8/v9lEolr8sQEREREZEjppBWdmxsbLC9vc3w8HDrjVXy+SEQund7IGz2PQHHgddeg5deMrfOPucSdrjunQ7au1WbO9ys1WosLy/T09PjdSkiIiIiIgdSnzzU19dHR0eH1+Ucv3D7/ttD99l+VGoPODaqHm9X72FbW1sDIBpt/uVuRERERETkwbQmrQBQLpdZWVlhZGQEv79FvxaRGPjyUC6Y34MRCLY90VNOTsK1azA1BcUihMNw4QJcuQITE/s8wLJMKLzfiOVA+Ilq8VKtVuPWrVtEIhG6u7u9LkdERERE5EBWVlYIBoOte+GhLwDt3WZt2lrVHLuE25/4wtbH9qBjo/0uvm0SqVSK9fV1xsbG8Pmae21dERERERF5uBZN42Q313VZWlqis7OzNa8Gr7MscwX4IV0FPjkJL7wAqRQMD0M0Ctms2Z5MwtWr9wa1lmXhRnthc+neJ4wmDqWu41ar1ZiZmSEQCLRml7aIiIiInAj5fJ50Os25c+da+9+0/gD4u7ytIRwFX+retXDDUawmDWnT6TQrKyuMjo4SiUS8LkdERERERI6Bxh23ONd1WVlZoVAoMDAw4HU5J4bjmA7aVAouXYJ4HPx+c/vGN8LsLPzsz5oO22p17zhkN9wJ3afM1eG2z4TGPSNYweY8UE+lUlSrVQW0IiIiItK0SqXSzpjjUKg5Q8CTxLJt6BmB9i6zTq4vANEeiA96XdqBOI7DwsICp0+fpq3tyaY5iYiIiIhI81AnbQurB7Sbm5uMjY217pjjIzA9bQLY4WGwd10Ksbxsti8twY0b8Mor4POZMciRyO5xyB1MTJyMruaOjg7W19e9LkNERERE5EBKpRK3bt2iq6urdcccNyDL54dYv/lpcrZt09bWRrn8gLV2RURERETkxFEnbYtyXZfl5eWdgFZXgx+uTMasQRuN3tm2vAwvvmhuo1ETzs7Pm7B2bs502fb03BmTPDnpVfWHKxKJ4Pf7yeVyXpciIiIiIvJYisUiN2/eJB6P09/fr8kwcmS6urrY2tryugwRERERETlGCmlbkOM4JJNJtra2OHv2rALaIxCLma7YbNb87jimg7ZQgN5es/xtoWD2jY9DrWa6b2MxMx45lTLjkh3Hu/dwWCzLwufz4ZyENyMiIiIiLSOXy3Hz5k0SiQR9fX0KaOVI6ZhJRERERKT1KKRtMY7jMDMzQ7VaZXx8nGAw6HVJJ9L4uBlbnEyaoDWdhvV16Ow0+1MpcF3o7jYdtZ2dZn86bcYjDw+bUHd62tv38Tgcx6FUKuG67p7txWKRYrFIe3u7R5WJiIiIiDyeTCbD7Owsg4ODCmjlUJXLZarV6p5truuyubmpYyYRERERkRajRUhbiOu6JJNJAEZHR7FtZfRHxbbhyhUT0l6/DqEQVComsF1bg2AQ2ttNty2Y/dks1JcgikbNKORMxrv38Djy+Tyzs7PUajWCwSBDQ0MEAgE2NjZIp9P09vYSCAS8LlNERERE5KG2t7dZWFhgeHiYzvpVliJPyHVd5ufnydw+yOvp6SGRSJDP51lbW8NxHE6dOuVxlSIiIiIicpwU0rYI13VZXFykXC4zNjamgPYYTEzA1atmbPFLL0E+b7YPDkJ/P3z+8yaUjUSgVDIdtfXG5mzWBLixmGflPzLXdVlYWCCRSNDb20sqlWJubg7Hcejs7GR0dJS2tjavyxQREREReahCocDs7CwDAwMKaOVQpdNp8vk8Fy9epFqtsri4yPr6OoFAgJ6eHuLxuI7TRURERERajELaFlAP0fL5PKOjo/j9+ms/LhMTcPkyvPYa/PiPm/HFb32r6bRdWYHlZRPMbm3BwADE46bbNpk0jx0f9/odPNzm5iau69Lb24tlWTtXhLuuq5MMIiIiItI08vk8MzMz9Pb20t3d7XU5coK4rsvq6iqDg4P4/X78fj9nz57FcRwsy9I4bRERERGRFqUE5YRzHIe5uTkKhQJjY2Nag9YDtm3Wp/37fx9GR+GVV8wY4/Fx0z07PW1ux8fN9uvXIZEw45KbIePMZrN0dXXtObFgWZYCWhERERFpGrlcjpmZGfr7++nt7fW6HDlhisXizqSh3WzbVkArIiIiItLCLNd1Xa+LkKNRrVZJJpM4jsOZM2fUQdsAJifN+OOpKSgWoVAwt+GwGXscDptA98oV00nbDG7cuMHw8DDt7e1elyIiIiIi8tg2NzdZXFxkaGiIrq4ur8uRE2h9fZ1cLsfo6KjXpYiIiIiISANRandCVatVbt68STgcZmRkBJ/P53VJwp3xx9PTpms2FoOxMbh1687v4+PN0UELUKvVqFarhMNhr0sREREREXls6+vrrK2tMTw8TDQa9bocOaFKpZKOmURERERE5B4KaU+gWq3GzMwMkUiE06dPa3xSg7FtOH9+77a7f28WpVIJn8+niwBEREREpOmk02lWV1cZHR2lra3N63LkBCuVSsTjca/LEBERERGRBqOQ9oSp1WrMzs7i9/s5deqUAtpD4jh7u1+bqdv1KOVyOZ3QEhEREZGmk8lkWFpaYmRkRP+elSNVq9UoFAoMDQ15XYqIiIiIiDQYhbQniOM4zM7OYlkWIyMj2EoRD8Xd68g247qxR8F1XTY2Njh16pTXpYiIiIiIPLJMJsP8/DzDw8N0dHR4XY6ccOl0mkgkonHHIiIiIiJyD4W0J4TruszPz+O6LqOjowpoD8nkJLzwAqRSMDwM0Shks2Z7MglXr7ZuUFupVKjVarS3t3tdioiIiIjII9ne3mZhYYHh4WE6Ozu9LkdaQD6f13rHIiIiIiKyLyV5J4DjOMzNzVEulzlz5owC2kPiOKaDNpWCS5cgHge/39xeumS2X7tm7teKisUioVBI3zcRERERaQrZbJbZ2VkGBgYU0MqxKRaL6qIVEREREZF9KV1pcqVSiZs3b1Kr1RgbG8PvV3P0YZmeNiOOh4fvXX/Wts32qSlzv1ZUKpUIhUJelyEiIiIi8kCu67K+vs7c3BxDQ0N0d3d7XZK0CMdxKJfLOm4SEREREZF9KdFrYul0mqWlJeLxOP39/epoPGSZjFmD9n6TqaJRmJ8392tF5XKZYDDodRkiIiIiIvdVrVZJJpOUy2XGxsZoa2vzuiRpIZVKBcuyCAQCXpciIiIiIiINSCFtE3Jdl9XVVTY2NhgeHtb6NkckFoNw2KxBG4/fuz+bNftjseOvrRFUKhUikYjXZYiIiIiI7KtUKjEzM0NbWxsjIyP4fD6vS5IWU6lU8Pv9WJbldSkiIiIiItKA1HrZZFzXZWlpic3NTcbGxhTQHqHxcbhwAZLJe9eddRyz/cIFc79WVK1WdaJLRERERBpSfVmYWCzG6dOn9e9W8UStVtOSRCIiIiIicl86Wmgy6+vrbG1tcfbsWY2aPWK2DVeumDD2+nWzBm00ajpok0lIJMz+Vp0yXavVdLJLRERERBpOpVJhZmaGeDzOwMCA1+WcGI7jkJ5OU8qUCMVCxMfjWnLnIXTMJCIiIiIiD6KQtomk02nW1tYYGxtTQHtMJibg6lW4dg2mpswatOGw2X7lirltVX6/n1qt5nUZIiIiIiI7arUas7OztLW10d/f73U5J8bS5BI3rt0gNZWiWqziD/tJXEhw8cpFBicGvS6vYfl8PqrVqtdliIiIiIhIg1JI2yQ2NzdZWlpiZGRE64Aes4kJuHwZpqchkzFr0I6Pt24HbV0gEKBcLntdhoiIiIgIYALamZkZAoEAp0+f1jqgh2RpcokXX3iRfCpPbDhGMBqknC2zPLnMVnKL564+p6D2PoLBIJVKBdd19X0UEREREZF7KKRtAltbWywsLDAyMkJHR4fX5bQk24bz572uorGEw2GKxaLXZYiIiIiI4DgOs7Oz+Hw+hoeHFYgdEsdxuHHtBvlUnt5LvTvjjcPxMMFYkLXra9y4doP+y/0afbyPUChErVajWq0SCAS8LkdERERERBqMjqIaXD6fJ5lMMjw8TDQa9bqchua6Lq7rel3GI3EceO01eOklc+s4Xlf0+MLhMKVSyesyRERERKTFua5LMpkEYGRkRGHhQzzOMVN6Ok1qKkVsOHbP52rbNrHhGKmpFOnp9GGXeSLYtk0wGNTFrSIiIiIisi910jawcrnM7OwsAwMDdHZ2el1OQynmcnzut3+XWy9+ipkXP8XCZ69TzudxHRdfMEjv2VHG3vbFjHzRBG/6q19Dz+gZr0veMTl5Z43bYtGscXvhQvOtcRsKhSiVShrdJSIiIiKeWllZoVQqcfbsWQW0d5l7eZJXf/+PmH3pZW79+V+SWV7BqVSxbJtIV4wzXzTB6HNfxNkveStPf9WX4/PvPUVQypSoFqsEo8F9nz8YDbI1v0Upo4s376d+3KSLrkVERERE5G6W2yythy2mXC4zMzNDR0cHQ0NDXpdzbBznwWu/Lr06xR//7H/gT3/hVyjn8/gCAWqVyr7PZfv9uLUaLnDpa7+Sd/+Dv8vTX/0Vnp64mZyEF16AVAqGhyEahWwWkklIJODq1eYJah3H4ZVXXuHixYv4/breQ0RERESO39raGuvr65w9e5ZQKOR1OQ2hUizylx/5b3z8hZ8j+enPYPlswMKt1e69s2Vh+3w41SqdA/28++9/F+/4zm8nNtAPQOq1FB//wMdp62kjHA/f8/Biukh+Pc/zH3qexPnEEb+z5rS4uIhlWQwOat1eERERERHZSyFtAyqVSty6dYvOzk4GBwdPVJfig0LYB3WYPn2hwG/94If4/Z/899g+G6e6zwmGB7B9PpxajXNf+iV8+//1YXrPjh3+m3sIx4Ef+iHzPi9d2hs+Ow5cv24C2g9+cO++Rvbqq68yOjpKJBLxuhQRERERaSGu67KyskI6nda/R3d5/ZN/xi/+re8iNTOHZdu4j7muimXb+EMhvvnf/ku+9Lv/Dq7r8sc/9McsTy7vWZMWzEWba9fXGJgY4F0ffJe6mO9jbW2NQqHAyMiI16WIiIiIiEiDUUjbYAqFAjMzM8Tjcfr7+09UQPugEBbu32Ha7twi8en3UV16+YEnGVygRDc1QvgoEWKDuz892+/D9vv55n/7o3zZ//a+Y/18X3sNPvAB6OmBePze/ek0rK/Dhz4E588fW1lPZHp6mp6eHmKxmNeliIiIiEiLcF2XxcVFcrkco6Oj6qAFKqUS1/7ZB/nDf/dhE87u1zX7mJ561zv5jl/5DxTXbV584UXyqTyx4RjBaJBytkwmmaEt0cZzV59jcEJdoveTyWRYW1vj3LlzXpciIiIiIiINRjNKG0g9oO3p6aG3t9frcg7V/cb8Tk7CzIwJbZeW4OmnTYetbd8OMtc/zcu/9htsuj0M49wTutZt0886bybH6Z2QtoN5evgM7azs3M+p1nCqNX71730/6zdn+KZ//aFjC2ozGfM+77cUUTQK8/Pmfs2ivr6SiIiIiMhxcF2XhYUF8vk8Y2NjBIP7r5XaSsr5PD/7176VqT/8Y3DdQwloAV7/kz/jx557nu//o//Bc1ef48a1G6SmUmzNb+EP+xmYGODilYsKaB+ifszkuu6JughbRERERESenELaBlEPaHt7e+np6fG6nEPlOKaDNpXaO+Y3HodCAf7wD2FjA7q6TCdpT4/psG0rfI7pX//XRNw2sgxRopswG/c8/zb9JPkKSnTRxjI+CtSIsMl5CvQyzO/vCWrrPvbjL2D7fFz5sR864k/AiMVM93A2u38nbTZr9jdTU2ooFKJYLHpdhoiIiIi0gLsD2kAg4HVJnquUSvzsX3svU3/4/zz2aOOHcao1sqtr/MSXfS3/5M//gHd98F2kp9OUMiVCsRDx8bhGHD+CYDCI67pUKhVdVCAiIiIiInvoiKoBFAoFbt26dSIDWjBr0E5NmQ7a3cfwy8vwl38JuRyUyxCJmJByeRk++1KOnliBb/mxD/Blf+uvgr+DKiGKdLPNIEW6cTEjjtd5MyW66GSaANvYOATYppNpSnSxzpu530zv//mvfpK/+JWPHMOnYNbfvXDBjHC++/yJ45jtFy6Y+zULddKKiIiIyHFQQLsP1+X6b36Ub/oX/5jv++//ifPvfOuhv4RTq5FLpfiZ9/wNnGqVxPkEQ88OkTifUED7iGzbJhgM6rhJRERERETuoU5ajxWLRW7dukVfX9+JDGhh/zG/jmMC2tlZqNVMSLuwYLppe3sdzo87lDueJnEGgt2nWc0PM/Xf5inRtWeccZRZcpymjeV7RiFbQBvL5Dh93y5cLItf/fv/iItf/m5igwNH+CmYgPrKFRPGXr9+79q7iYTZ30znOgKBAJVKxesyREREROQEq69BWygUFNDusnrjVd7yV78SMGHq9/7Wr/Aj73gPS6++dqiv41RrLN/4Ar/zf/5rvuGHf/BQn7tV6LhJRERERET200Rx0MlTrVaZnZ0lkUic2IAWTBBZqZiO2lTKBLQvvgivvgr5PJRK4LomyN3chNzqKh2xAOspP1tZeO11P76eN7DNIEEydDBLkAybnCfJV1CgBx+FfV/bjD4OUSO0f3GuSzmf51e++3uP7gPYZWICrl41t+vr5jNYX9+7vZkEAgFqtRq1Q1r3SkRERETkbqlUimw2y+joqALa28r5PKXNOxeh2j4flu3jTV/z5Ufzgq7L7/7IjzP36c8czfOfcMFgUCGtiIiIiIjcQ520HnEch9nZWdra2ujr6/O6nCMzOQm/8RumY3Z93azFGgrBrVtQrUIwaAJav9/8XizWyLtpUqk4oSB84TWbTNaio61MJ9M73bL27XHGG7yJAr1UiRBk+57XrxHBRwkf9x8t5VRrfO63f5fk5GcZnrh8NB/ELhMTcPmyCa0zGbMG7fh4c3XQ1vl8PmzbplKp4PP5vC5HRERERE6Yra0tVldX1UG7i+M4/MFP/Dwjl0dwajXs2/8Ot2yLYjZ3ZK9r2Ta/+yP/hu/+r79yZK9xUgUCAcrlstdliIiIiIhIg2nCWKj51ddTsiyLU6dOYVl3D+o9GSYn4YUX4DOfgUuXoLfXdM5OT5t1aC3LdNX6fCaojMchZOXIb5d45TNbbOdhaKjKQL/L5qf+677jjDu5iYvFFmfvWXfWBfIM0ME8of1GHe9i+338Px/++cN78w9h23D+PDz7rLltxoAWwLIsfD6fOmlFRERE5NAVCgXm5+c5ffo0kUjE63IawtLkEn/0L/6I3/+Jn+W//8ufolap4tRquI7Dyms3efG//OaRvbZTrTL5m/+DzcWlI3uNk8rv91OtVr0uQ0REREREGow6aY+Z67osLS2Rz+cZHx/HbtZ0bh+Oc6c7NBo1HbRra3DqlOmSvXjRdNCurZn7u64Jajs6oH5RfJhXqVAkfWuTSGwa6zOL/OkfdFOa/cS+VxT4KBBhlQDbbDFOG8u3RxxHyDNAiE16+Mw9Ae89tVdr/Nkv/2e+6d98iEhn52F+LCeeQloREREROWzFYpGZmRn6+vro1L/PARPQvvjCiyy/dp3tzAK3Xlzg/3z71/Cmr/lyStvbvPhrH6WUu3e60KFyXf7kP/4SX/f//WdH+zonjI6ZRERERERkPwppj5HruiwuLpLL5RgbG8PvPzkf/+QkXLsGN26YdWfzeRPIhkJmG5ggNhAwoazPZ0LdUMisV2vb4PPV8FXWqTBIlDmqkz/Hn02usck3EiSCfZ9xxm2sM8ifkOUMOU5Tow8fJbp4jR4+Qzsrj/QeqsUSN//0L3jj13zlIX4yJ59OOIiIiIjIYSoUCszMzJBIJOjp6fG6nIbgOA43rt0gn8pTsmaxLBvXNd2zK6/dPLY6XMfh+v/9MYW0j8m2bRzH8boMERERERFpMCcnJWxw9RHH+XyesbExgsGg1yUdmvpY4+lpE86urcHqKhQKZn84bMYZd3XB5iYUiyacLRYhkYBSyTyuks8TJIKPMqf4I+JMAdDBPJuc37MmLUCZKBnOEWeKLqaIM0WJbmqE8FEixMZDO2h3s30+Zj81qZD2MSmkFREREZHDUg9oe3p66O3t9bqchpGeTpOaShEbjvGFV6dx71ns5fjMf/pze9bClYfTMZOIiIiIiOxHIe0xcF2X+fl5CoUCY2NjBOqzfU8AxzEdtNPTkE6bUce5nOmOrSsWze/ZLAwNgd9vtvl8Zntvr3me4vIiua0aCT7FGL+zE7D28BkK9O6MM64SZp3LZBnDRxEfBZJ81WN1ze7HdV1mX/r0k30gLUgnHERERETkMOTz+Z0Rx+qg3auUKVEtVglGg2wsfMGsHeORSrHI8tRrDD190bMamo2OmUREREREZD8nZ0HUBlXvoC0WiycuoAUTzt64YTphC4XbYWvR3O7muqZjdnEROjvN/vZ2E9Dm86bDdjvn0MVrPMV/3hO2trPCML9PF6+xwdN8gb/JMm+nSgg/25SIs8ozJPkKtuk/8HtxHYf16VsHfnyr0uguEREREXlSCmgfLBQL4Q/7KWWKlPIZr8shPZf0uoSm4vP5cF1Xx00iIiIiIrKHOmmP0N0jjk9aQAumczaVMt2zoRBsbJgA1nVNp+zui4Vt2wS1a2tmXdq3vc2sUbuxAZYF8e7PE/rMv6etNn/P67SzgstnuMXXYFOij88TYguHIEW6Cdxer3adN9PG7z3WmOPdKqXiAR/Zunw+H+Vy2esyRERERKRJ1UccK6C9v/h4nMSFBAsvzXldCgCVYsnrEpqKbZvr42u12s6fRUREREREFNIeEdd1WVxcPNEBLZi1Zm3bdNF2dkK1eqeL1rLuBLWOc2d7qQTd3fC3/hZcumSC3lgMXvnlKX7vcyvsNwXKBZZ5B2USJLiOH3NSwKaEj2XyDOCjRJbTlOgmzMaB3o/vhP49HaVAIMD29rbXZYiIiIhIEyoWiwpoH4Ft21y8cpHNmYMd5xw2X0CnEh6Hbdv4/X4qlcqJPTcgIiIiIiKPT5dwHgHXdVleXiaXyzE6OnqiD8LGx+HCBbO2bK1mglkw4Wy9o7bO57vzY1nw0Y/C9jY8+6x5npw7wFa1jyLd3L3CUoluthjFRwEfe7s2LSBEmjJRSsSpETrw++lIJA782FYVDAbVSSsiIiIij61UKjEzM0MikVBA+wgGJwZ56/e9HZ8/6HUptHfHvS6h6QQCASqVitdliIiIiIhIA9Hlr4esVqvtGXEcDHp/AH2UbBu+4zvgk580680GAiZ4rYe1u5fcqXfI+nzw1FOQTsO1a+Y+H/0ofO5P38Wy+wV8lOhgnh4+s7M2rQleLfzkcQhiU6JGGAc/NtXbv7dh4eDjYKO3fIEAZ559yxN8Gq2pfrLBdV0s66CDpkVERESklWSzWebn54nH4/T29npdTtMYessQI8++mVt//pee1WBZFqcuX/Ls9ZuVLm4VEREREZG7KaQ9RKVSibm5Ofx+P+fOncPvb42P95ln4J/+U/ixH4P5eRPQ7u6qrauPPw6FYHUVnn4a/vzP4fp1Myb51PgQuY/PUSPMJucp0Mswv087K/goESJNiU62OYWDRYVOXHxY1LAp4BBimFlCBxx1XKtUFNIeQL1TvFKpnPiLEkRERETkybiuy9raGuvr6wwNDdHV1eV1SU1n7K3PMvepT1OrVD15/fb4AIFIxJPXbmbqpBURERERkbtp3PEhKZfL3Lx5k2g0yujoaMsEtHXvfS/8wi/At34rXLwI4fCdLlrbNsFsKATRKIyOQrEIc3Nw6xasrZm1aRMDbbQnBgmQp5NpinSxxDvIMYgLdDCPi02eHnKMYlEjwBZQY4uncAjQxRd4kl7Osbd98ZN/GA2gWoWPfQx++ZfNbfUIz99YlkUgENBV4SIiIiLyUCsrK6TTac6ePauA9oDOfslbPQtoLcumM3aO9HTak9dvZuqkFRERERGRu7VWknhEKpUKt27doquri4GBAa/L8cwzz8DEBExPw2/+JvzkT8L6utnnOHfWqU2noaMDFhbMWrYjIybIBeh95suZ+9gvUyZOgT7WeAsZxgiTxkeOMlFsHNpYpEqEKgkcgkS5SYxp8gzhcv2xg1rL5+PcO95Gz9jo4X0gHvnIR+DDHzYBeLkMwSCMjcH732/C9KMQDAZ1VbiIiIiIPNDq6upOQBsKhbwup2m9+RveQzjWSTGzdeyv7boO/ae/hFLmYEvMtDJ10oqIiIiIyN3USfuE6gFtR0dHSwe0dbYN58/D88+b244OE852dkI8DpGIWbN2fR02N80atqdO3Xl84vK7KNk9rPFmiiTwUSXCMkEybHGGHKfxk8HCxU+eMGv08xeM89v0MUmO05Tofuy63VqNd3/Pdz/SfR0HXnsNXnrJ3O5ed9drH/kIfOADcOMGxGKmazkWM79/4ANm/1FQJ62IiIiI7MdxHFKvpZj+9DRrq2ucOXNGAe0TCoTDfOnf/Q4s+7gP5y2i3cN0Dz5FKKa/w8dV76R1XdfrUkREREREpEGok/YJlEolZmdnaWtrY2hoCOvuRVhbWDQKqZQZe+z3m3G7rmsC22AQMhmz/fRpyOXMvnIZAoEOtvu+nsryGkFS1GjHT4kCPazzZta5DDj4KeMnR4xb+CgA4KNAjT5qPN4JA8u2iQ0NMvHXvu6h952chGvXYGrKjGwOh+HCBbhyxXQRe6laNR20W1swPm4+a4CuLvP3MT1t9v+Nv2E++8Okq8JFRERE5G5Lk0vcuHYDq98i/sVx5n5pjtXYKhevXGRwYtDr8prau97/Pv7g3/4Mxxv3uQyNfDk9F3uIj8eP9ZVPgkAggOu61Gq1llseSURERERE9qcjgwPK5/PMzs4Sj8fp7+9XQLsP1zWBbF8fbGxAPm+CWDDbEwnTRfuxj5nQsFYzP5nyX6HH+jXKbjcdLFAgwS2+gRynqRHCxcLGoUScDYLUCJGnjwTX8VHCx+ON3nIdh7/9f30YXyCwZ7vjmGAznTah8sqKCWjLZThzBtrbzcjmj38crl+HH/gBM/K5/rhMxnSxjo/fGed8lD7+cTPiuK/vTkBb5/OZ7bdumft95Vce7mv7/X6KxeLhPqmIiIiINK2lySVe/OkX6X53N9FzUdJ/kMZX9bE8ucxWcovnrj6noPYJ9IyN8ld/+Af4rR/44WN5Pcuy6ew+x9jEX+HilYvYx97F2/xs28a2barVqkJaEREREREBFNIeSL2Dtq+vj0Qi4XU5DSmbNaHg+roJZ3t7TXhZKpnfo1EIhUzwWSyaELO72+zL5YNUQ19LX/G3iHKLGb6ObU7h4uKjjIMfiyoOYYr04xKgRJQcI5znvxBi45HrtHw27/zOv83FL3/3nu31jtk//3OYnTUjmvN5U+fTb3AoZCsszMKtOT/beR/T0/AP/yF893ebLlsvOm2XlkyA3N6+//72dlhbM/c7bD6fj2q1evhPLCIiIiJNx3Ecbly7Qey5GNFxE9C6JZdwPEwwFmTt+ho3rt2g/3K/wr4n8NX/5Pv40//wEdZnXgeOdg0Wy/bzpf/LP+aLvuOtjxSuu64L1TLUKmD7IBDWhc2Y46ZareZ1GSIiIiIi0iB0RPyYSqUSt27dIh6PK6B9gFgM+vvh6adhYAAKBRNyAoyMwMWLJsT0+01X58iI+b1UMtucYIJw73mqhMkwjk0ZGxc/21g4VOkALCwqlOnAIUiRbnKMkKf/kWq0/T5OXXqav/5vPrRn++QkvPAC/PEfw9ycGSMciUCp5NIbL9EZ3mb2ZoWQXeKvvD3DO784R0/C4ZVX4J/9M/ijP4KeHnjDG8xt/fkmJw/xA97H4KDpUN7e3n//9rbZP3gEDQs62SAiIiIidenpNPaQTdebu8h8IoNbujOU17ZtYsMxUlMp0tNpD6tsfj6/n+/5vY8Qam8HjjIAtfjmH/8J3vOT3/JoAW2lBOtz5ie9BKl5WJvBLeWPsMbmoOMmERERERHZTSHtY6hUKszMzBCLxejvf7QgsFWNj5sO0mIR3vlOePe74Uu/1Ny+851mvVrXNWHt0NCdfc8/bx7X1QWVnndQ6H0PFdrxkQcsXCx8lLCpYOFgUcMhhJ8S7SxQppN13vzQtZlsn4++c+N878d+i3A0urPdcUwH7dranfHL/f3Q1gZnz5QZ6KuymfGxlfXhuIALHW0VLl/MUau5ZLPmMbGYCZvjcbh0ybzfa9fM8x+V55+HsTFYXTU17Farme1jY+Z+h83v9+tkg4iIiIgAsJnbJPbmGOk/TFPL3ftvxGA0SLVYpZR5vGVK5F7958/xjz7xO4Q7o2AdweG9ZfG//P/+Hc9/37c/UtezWy1DKmm6aHerVWFjAbdcOPwam4hCWhERERER2U0h7SMql8vcvHmT9vZ2BgYGNKrpIWzbjPhNJODznze/9/aa289/Hjo6zDjkzs4796+vUfuWt5jtqZRFvvurqdBFjTA1gtiATYUgGYJs4aeIRZUqIUr0sM0gs3wVaS7cU5MLFOlmm0ESb/5y/tEnfo9ob8+e+0xPm1HF5vXNrW1DW7jGUF8Fv88llfYRDjtMzwT4y8kQL02GeOWGn0rZoaPDrL+b3tUUYNswPGyed3r66D5zvx/e/35T8/Q0bG5CpWJup6dNcPz+95v7Hbb6yQbXfVg8LiIiIiInleu6rK6uUgwUSX4kSWFx/0CunC3jD/sJxULHXOHJNPKWN/NP/vRjxPr7OayOWtvvwx8O8b7/9B/50u/624/+wFzaXI17P9nUE9fmOA6p11IsvrRI6rUUzlFeCXvI/H6/lokREREREZEdWpP2EZTLZW7dukU0GmVwcFAB7SOamICrV00H6dQUzM+bNVonJuCZZ+BXf9WsXRuP733cwIDprl1ehtU1izJxyrQTZhUXBwsLCwcHP2U6sanio0Q7i7SxzBZnSfLlhNiknRUAtuknxVvI2iNE3viNVM59CT/+0/Y9a8VmMqb7NxYz3aeh2+eNTg2WsZ0aC0sBikVYS/lIb/oIBByqNZt83qJSMeu9VipmbdjdolHz/jOZQ/yAXRdcx1wxf/s7+d73ml0f/jDcumU6goNB07H8/vff2X/YAoEAlmVRLpcJhXSyTURERKTV1APajY0Nxs6OsRpbZXlymWAsuKcD03EcMskMAxMDxMfjD3hGeRxDb3wDP/z6y/zK+/53/vK//ArmeuwDhJeWBa7L2Nue42//0s/Re3bs8R5fzD54f7mA69SwbN/j1wYsTS5x49oNUlMpqsUq/rCfxIUEF69cvP8oZscx2fVRdBo/pmAwSKmkDnIRERERETEU0j5EPaDt7OxUB+0BTEzA5cumkzOTMeHn+LjZ9/LLZp3WWMx0m9YtLsKrr5qRxxcuwEsvwcpKkCKD+MlhU8CPRYVOwEeIFSKkaWMFcGljmQrtrPNm2vg9CtYg83wl7tCX8Ybnv4zE6QGyWfPayaQJkutBbSxmguRqFXw+s0ZuJAIBn0tvT43VdR9b2wHcLFSrFi42tZqLbYPrWtRqsLJiAtLda79ms+Z5Y7FD+mCdmjkB4rpg+yAc3RPU/o2/AR//uAmNBwfNiOOj6KCtsyyLUChEqVRSSCsiIiLSglZXV0mn04yNjREOh7l45SJbyS3Wrq8RG44RjAYpZ8tkkhnaEm1cvHLxkcbnyqMLtbfzvo/8LF/6/r/JR/+Pf8n0n37SBJPuw8Na2+/HqVbpOz/OV/+T7+Pt3/G/Huzv51Em6xxw+s7S5BIvvvAi+VR+z3dqeXKZreQWz1197t6gtpSH6u1QNNQB/sCBXvuwhEIhcrmcpzWIiIiIiEjjUEj7AJVKZaeDVgHtwdk2nD9/7/YrV0xIev26GQccjcLWFnzykyYc7e6GmzdNN2skAsWij6obAzooU8GmQoR14rxGOyu3xxkP0MktOrlJzh6j+9KXk+r9Ntp9X8mbn+3YCYPjcROYXr9uOn0vXzZ11tfSffllM355ZcW8fq7gZ+y0S6zTxW+7bOVtgkEXxwGfbdHZ4VCu2JQr5vlfegnOnDHjmx3HvM+JiTsB9UE4zp2wu7+7zKk+F9vCBLZOFXx3Tjj4/fCVX3nw1zqIUChEsViksz7DWkREREROnPqo2bVX1sCF3jf24sZd00F7O6AFGJwY5Lmrz+10PW7Nb+EP+xmYGHhw16M8safe9U7+9z/5HVZfn+Z3P/TTvPJ//wGZteR9w9rukdOc+7J38M7v/HbOf9k7nuy41x+8dz3a3SzbXGT6mBzH4ca1G+RTeXov9e4EyOF4mGAsyNr1NW5cu0H/5f474bLr3gloASrFhghpS6USruvq/IKIiIiIiCikvZ9qtcrMzAzt7e0acXxE9huHXKmYLta2Nsjnzfqq8Ti0t5uu0GIRLMuHbfuoVsN09USp1fpZyeYpl218Vo1Ab44Lz4bIu/08+20+fuEXzOPTafNc9WP2u9eKPX/+zlq6yaTpfvX5TFC7tRUgEgjg8zm0RVwcx8W2XfwBl/aIqTu/a8mtrS34nd+BL/syEzgnEuZ5D9osMDl553MqFmF4yM/XfLmft7y5xtCg2xCju+onHERERETkZFqaXOKln3uJuU/MUdwsAnD2vWc5+61n6fZ37wS0dYMTg/Rf7ic9naaUKRGKhYiPx9VBe0z6zo3z7b/0UziOw+oryyQ/9TkKuRShLj+BcIj27jinJ95E+93rzzyJ9jhkVh6wv+tAx9bp6TSpqRSx4dg93x/btokNx0hNpUhPp0mcT9zZubuT+IAjlg9TKBTCcRwqlQrBYNDrckRERERExGMKafdRqVSYmZkhHA5z6tQpBbRH6O5xyLOz8M//uZnc29t7J9RMJMz444UF8/t73wu//uuwvg6VShuu24blA9cHyUwvK58wXay/9msm4Gxrg0AAenpMp+zAgHme/daK3R0e//mfm5oyGYvXZtt460SW7niNaHuNXN5H1YF8wWJ1zQf46ks4YVmwsQF/+qfwdV9n1oPdvfbt45ichBdegFTqTsdxNuvno78bYfLzNb7xis0b3+T9CYdwOEzmUBfdFREREZFGsTS5xB998I9Y+vQSlm3R0d/B4FcNMvyNw7z0z16ira2Nd//wu+/pkLVte29oJsfOtm0GLg0xcGno6F8sEoVyAQpb9+4LtUFH94GetpQpUS1WCUb3DzaD0SBb81uUMrsuGrUsCHdApWT+HAjv+9jjZNv2zrq0CmlFREREREQh7V3qI47b2toU0B6T3eOQ02nTKXr3OrVgulo7O02g+u53mwA0lTLjiF3XrPlqWVAum/vkchAMmoA2GjXPt7xs9j33nAlq77dW7O7wOJ02j+nq8pPe6OSV18osLVpYFtiWzeqGTdXx4fPdCWgjEfOag4PmdS5fPthn4zgmLE6l4NIldo1rtnAcPy9+yk+5Bh9848G7dA9LKBSiXC5rdJeIiIjICeM4Dq9ee5X1G+v4Q37a+toY+sohht4zxKs/9Srbs9tsW9u88huv7B03Ky3HsizcWJ8Ja/MZqFbA54e2Tgi1H/g4IRQL4Q/7KWfLhOP3hq3lbBl/2E8oFtq7w/aZcLiBhMNhSqUS0WjU61JERERERMRjCml3UUDrva4uE6oWCiaQ3X1+x3HM9voo5LY2s/ZqqWSC2nz+zrjkWs38bG+bkHRlxXTm9vbC2poZG9zT8+C1YvdbS9dxfPzX/xbhpU+bMDkQMK9X76B1XbOts9O8lwsX9o5TflzT0+bxw8P3fhbptHnfL70Er71mXstL9SvBS6XSPaPuRERERKR5pafTLL20hOM4RGIRBr9ikKGvHWLq301RSBYIx8IUM0WWP7V877hZaTmWZZlg9BDD0fh4nMSFBMuTywRjwT0XAjiOQyaZYWBigPj4IY5uPiKhUIhiseh1GSIiIiIi0gB0ifNttVqNmZkZBbQe6+qCM2dM0Lm2ZkLZWs3crq2Z7WfOmFC0VjNhaDhsumaLRROShkImvLVtE8JGIuZnbc0Euh0dZn3bv/iLx18r1rbh7/09+KIvMp29pZKpw7m9zJHPdyc87ukxI5eLxb3jlB9HJmMev/si6+Vl+MQn4I/+CD79aTMO+cd/3Nx6ybKsnW5aERERETk5SpkS5VwZC4v+5/s59XWnuPHCDbbntgGwQ+Yf0+Xt8t5xsyKHxLZtLl65SFuijbXraxTTRZyqQzFdZO36Gm2JNi5eudgUXdyhUIhSSf+diIiIiIiIQloAqtUqs7OzBAIBBbQeGx+Ht70N+vrMTz5vRv3m83e2ve1t8Mbb433roWw4DN3d5qe93ezz+02AurYGX/zFpqM2nzcjjvN581pXrz7+WrETE2aN2K//ehPI1vn9ZmxyNArxuOls3d7ef5zyo4rFzOOzWfP78jK8+KK5rY9xbmszHbcvvOB9UBsMBhXSioiIiJwwoViIYEeQ/nf1M/reUV77udfIz+V39jslc8VisD1477hZkUMyODHIc1efY2BigPx6nvVX18mv5xmYGOC5q8/dsx5yo9Ixk4iIiIiI1LX8uON8Pk8ymSQSiXD69GkFtB6zbdPZmkyacHV01ISf1arpKu3tNfvPnzch6Gc+Y7pZ692rYLpaHcesRxsMwtaWuf3SLzUjgtfXTXj6j//xwUcET0zAr/86/OZvwg/+oAlNo1ETEPf0mOft64Pr1+8/TvlRjI+b55qcNF3DU1Omq7i31+xfWzPr3r71rfDKK2b92suXvVufNhgM6qpwERERkROm62wX57/zPIGhAJ/70c9RXCrudCw6jkMxUwQLBr6oOcbNSvManBik/3I/6ek0pUyJUCxEfDzeFB20dcFgkFqtRq1Ww+fzeV2OiIiIiIh4qKVD2lwux9zcHH19fSQSCQW0DWJiwnS4XrtmQslcznSTPvOMCWjrna/f/u3w3/+76bT1+Uww6ThQLpuxyI5jwlufz2yzbdPhurAAzz67a41Ypwa1Ktg+8D36fxK2Dd/0TSZI/pEfMYHpyIgZcby9bQLaxx2nvN9r1EPrv/gLM6Y5GjXB9NaWGeN84YIJqIeHn2z928MQDAbJHHS2s4iIiIg0HMdxmJ+fJ3ouyud/4vOsvriKZVu0dZuRMvmNPK7jMviWQZ7+pqebKixrRo7jeBNQuq45ZsI1x0yWd3/Ptm039brHfr8fn89HuVwmEol4XY6IiIiIiHioZUPabDZLMplkaGiIrq4ur8uRu0xMmI7Q6WnTQRuLma7S+vmHyUn47d82a9gmk7C5aYLKcNh0s4ZCJsh0XfPj85ku2mTyruC0WoHC1p0XDkYg1HZPPQ/yzDPwgQ/cCZWnpkwdExN7Q+Un+SyuXoWf/Vm4ccNsCwTM+OYLF8wtmPB2ft58Xo5z/8/uKGl9JREREZHmtjsEDHYGyQayOI7DU08/Rdf3dREKh5j7xBy5lRwA4XiYkXeM8Oz7n22acbPNamlyiRvXbpCaSlEtVvGH/SQuJLh45eLRfvauC4Us1Crmd8uGtph343tOgPoEIoW0IiIiIiKtzXJd1/W6iOO2tbVFMpnk9OnTxA66WKh4ZnLSrL+aSsHp0/CJT8CtW2Ykss9nRgEPD5v1aV95xQSa587d6TrdE5xub5pO2t3a4wc64XDUwejUFHz/998ZqRy/q8z6KOdv/VZ4+WVz/2LRBMb3vO8jUq1WuXHjBm94wxs0uktERESkySy8vMDkL06Smkph+S3Of/d5QrEQfV19nJo4BZgQN/VairVX1sCF3jf2kjifUAftEVuaXOLFF14kn8oTG44RjAYpZ8tkkhnaEm1HuyZrtWxC2t0CYQi3H83rtYD5+XkCgQD9/f1elyIiIiIiIh5quU7aegetAtrm5DimYzWVgkuXTEj51reafZubJqiNx+GNb4TFRXjHO+Abv9GMIN43ON33GoWDXbdg20c7Zvj8eTOmeXLy3oDWcUyX8OCg+XzSaRNUR6OQzZrHJJOmI/cog1qfz4fP56NUKtHW9ngdySIiIiLinc995HN88sc+SX41j7/dz1v+xVtwag6f/dHP0nWqC/uqzeDEILZt03uhl94LvV6X3DIcx+HGtRvkU3l6L/XuBOLheJhgLMja9TVuXLtB/+X+ownL9ztmar1rvQ9VKBSiUCh4XYaIiIiIiHispS53zufzCmib3PS06RAdHr4TUg4MmKB2dNR0ma6swNycCSO/53vg6acf8ISB0N7fbZ+n6ys9SH192kTCrHebTptQOp02v3d3m3Ml6bQJsONxMwI6Hje/p1ImwHWco6vRsiyNPBYRERFpMosvL/LJf/VJtpe26RjqYOIHJghGg0z+i0m2l7bZuLnBjWs3cI7yH5JyX+npNKmpFLHh2D0hrG3bxIZjpKZSpKfTR1OALwBYe7cFgkfzWi1Cx0wiIiIiIgIt1ElbKBSYnZ2lv79fAW0Ty2TMCN9odO/2gQHo6zPjfm/cgO/8TjhzBj760YeM/Q1GwLLM+kqWD0K3f29Q9fVp6+vfzs/fWf/2mWfgV391b4BdZ9tm+9SUCbqPsuNXJxxEREREmofjOEz+4iT51TzRU1HOv+88bcNtvPrjrxKMBimsFajkK6zdWCM9nSZxPuF1yS2nlClRLVYJRvcPRoPRIFvzW5QyR/RvcNuG9hiUCoBrLnT1K6R9EuFwmHK5jOu6WA18/CkiIiIiIkerJULaUqnEzMwMPT09JBI6qdDMYjETSmazpkN0N9s2688ODpo//8zPmO7RB479tSwT1BI5/jdzQBMTcPnyvevfvvzy/gF2XTRqQt1M5mjrC4fD5HK5o30RERERETkU9S5NX8DH2b91ltgbYrzyE69QzVWxbZtQZ4hStkRxo3h0IaA8UCgWwh/2U86WCcfD9+wvZ8v4w35CsdA+jz4ktg8iHUf3/C0mEAgA5lxFOHzv36mIiIiIiLSGxpzreojy+Tw3b96ku7ub3l6tm9TsxsdNN2wyee/Y3vq6rE89ZQLL+rq1Xoz9PWr19W+ffdbc2vbeAHs/2azZf9SN5KFQiGKxeLQvIiIiIiKHopQp4bouT3/v03Q/082Nf3eDymZlZ78dsqkVa2BxtCGg3Fd8PE7iQoJMMnPPyGnHccgkMyQuJIiPx+/zDNJotEyMiIiIiIjACQ9pK5UKs7Oz9Pb20t/f73U5gglGX3sNXnrJ3D5uUPqwdVkTCfiiL7p33drdj9899vckeZQA+8IFc7+jFAqFqFQqWrNMREREpAmEYiFGvmmE+KU4n/pnn6KwWtizv1asUSvVFAJ6yLZtLl65SFuijbXraxTTRZyqQzFdZO36Gm2JNi5euXjPerXS2BTSioiIiIjIiR13XKvVmJubIxqN0tPT43U5ghk1XF9L9b5rxD6CB63LeuWKCW0bYezvcasH2MmkCax3j3lOJk2AfeXKvcH1YfP7/di2TalUIhJpnjHSIiIiIq3I7rHpfls3r/yrV6huV6kVa4Q6Q9hB00GbXcjSPtjOxHdMKAT00ODEIM9dfY4b126QmkqxNb+FP+xnYGKAi1cuMjgx6HWJ8pgU0oqIiIiIyIkMaesdtH6/n6GhIa/LEUxA+8ILj7BG7CO637qstm06dO+3bi0c39hfLzwswH6cz/ig6qO7yuWyQloRERGRBuQ4DunpNJlchkKgQCedRNoiROIRKvkK5VyZ6nqVWqVGx1AH7/in7+DUM6e8LrvlDU4M0n+5n/R0mlKmRCgWIj4eV3jepEKhEFtbW16XISIiIiIiHjpxIW2xWGRmZoaOjg6GhoZ0wNoAHMeEhvU1Yut/JfG4CUqvXzf7L19+vC7P+rqsd6uP/Z2cNM+/+znrY38nJo5+7K9XHhRgHxddFS4iIiLSmJYml7hx7Qa+YR+db+pk4T8t0NbextmvOkvnq52s31inkCpg2RaJCwkmvmOCoWd04WujsG2bxPmE12XIIahf2Oq6LpZleV2OiIiIiIh44ESFtNvb28zNzZFIJOjt7dWBToOYnn70NWL3C10fV6OM/fXS/QLs4xIMBhXSioiIiDSYpcklXvz3LxL/0jgdYx0k/3OScqpMJpNhK7nFF/+DL+by/3pZXZoixyAYDOI4DtVqlUAg4HU5IiIiIiLigRMT0qbTaRYXFxkcHKS7u9vrcmSXTOb414hthLG/rUyju0REREQai+M4TP32FP3f0A8WfOqffopiqojtswl3hyltlZj66BTv+uC7FMyKHAPbtgkEApRKJYW0IiIiIiIt6kSEtNvb2ywuLnLmzBk6Ojq8LkfuEot5s0ZsI4z9bVUa3SUiIiLSWDZe38B/3k85U+az//KzBNuCRBIRnLJDfjUPPpj/83nS02mN0xU5JvVlYnQeQ0RERESkNTV1SOu6LhsbG6ysrDA4OKgDmwbl5RqxXo/9PUqO07gBtEZ3iYiIiDSOcrnMemGdQFeAT/3zTxGOh3e6Ze2IjR2yya/k2ZzdpLBZ8LhakdZRv7hVRERERERaU9OGtK7rsry8TCaTYWRkRAFtA9MasYdvcvLOKOdi0XQiX7jQOKOc66O7yuWyQloRERERDxWLRWZmZnCLLn/xvX+BP+i/Z5yxbdv4I35KmRLFzaJHlYq0nmAwSC6X87oMERERERHxSFPGYq7rsri4yNbWFmfPnlVA2wTqa8ROTMD6Orz6qrndvV0ezeQk/NRPwSc+Ybpp+/pM0D05CS+8YG4bQTAY1FXhIiIiIh4qFArMzMwQj8fpsDqwLItKoYLjOHvu5zgOlUIFf5ufcCzsUbUirUfHTCIiIiIira3pOmkdx2F+fp5SqcTY2BjBYNDrkuQRHXSN2EYe63vcymX4gR+AT30KAgHTiRwIQE8PPPUUrK2ZDtvLl73/jHTCQURERMQ7uVyOubk5ent76enpYWNrg64zXWzObVJYKxDqDGGHbJySQ2mrhB2w6RrpIhKPeF26SMuoHzO5rotlWV6XIyIiIiIix6ypQtparcbs7Cyu6zI2Nobf31TlC4+/Rmyjj/U9Th/5CHzoQ3DjBrgu+HwQDJrgOp+HzU14+mnzWU1Pe78WbzAYpFjUuDwRERGR47a1tcX8/DyDg4PE43EA4uNxTr/tNNVSFafmUEwVcbIOts+mrb8N22dz+m2niY/HPa5epHUEAgFc16VSqegCdBERERGRFtQ0KWe1WmV2dhafz8fIyMg96yjJyVMf35tK7V3HdnLSdJC20pjkj3wEfvAHYWHB/B4IQLVqwtl83oTX6TQUCjAyYgJbrwWDQTKZjNdliIiIiLSUdDrN0tISp0+fprOzc2e7bdtcvHKRreQWubUcXSNd2H4bp+pQ3CrS0dvBxSsXdZwlcoxs2yYQCFAulxXSioiIiIi0oKY4Aq/VaszMzBAIBBTQtgjHMR20qRRcugTxOPj95vbSJbP92jVzv5OuWoUPf9iEsKEQWJYZe7z7vReLsLUFN2+aEPuXf9n7tWl3j+4SERERkaNXD2hHRkb2BLR1gxODPHf1OYaeGcKtuZQyJdyay9AzQzx39TkGJwY9qFqktWmZGBERERGR1tXwnbT1DtpAIMDp06cV0LaI6Wkztnd4+N61VW3bbG+Usb5H7eMfh1u3TEC9ugq12v3v6zgmxL1503Qhe9ltHAwGcRwHx3Hw+XzeFCEiIiLSIjY3N3cC2o6Ojvveb3BikP7L/aSn05QyJUKxEPHxuI6zRDwSDAapVCpelyEiIiIiIh5o6JC2UqkwMzNDMBhkeHhYJw4Om+tAtXx7gdMA+Brn65DJmO7QaHT//dEozM+b+510S0umc7ary9w+TK1mQuylJdNtfPnyvUH3cbBtG8uyqFarCmlFREREjlAqlWJlZeWhAW2dbdskzieOobITwHWhVgWnCpYN/qC5KlLkkPj9fqrVqtdliIiIiIiIBxonlbtLLpdjfn6ejo4OTp06haUD4cNVKUIhu3ebPwSRaEOcdIjFzDqr2azpIL1bNmv2x2LHX9txGxyEYNCE1o8yOTibNQGt193GlmXh8/moPaj1V0REREQOzHEcFhcX2draYnR0lLa2Nq9LOllcB/IZE9LWWRZEYuAPeFeXnCh+v59iseh1GSIiIiIi4oGGbE3d3NxkdnaWvr4+BbRHoVa9N6AFqJagnD/+evYxPg4XLkAyee+6s45jtl+4YO530j3/PIyNwdrao93fdU0w295ugl0vu40DgYBGd4mIiIgcAcdxmJmZoVQqcf78eQW0R6GQ3RvQgvnHdj5jAlyRQ6BOWhERERGR1tWQIW2xWCQSiRCPxxXQHoVy4cH7HqVd84jZNly5AokEXL8O6TRUq+b2+nWz/coVb8b4Hje/H97/ftM5/KBxx5ZlfmwbtrfNOGivu439fr9CWhEREZEj4DgOxWKRvr4+AgF1dR465/bSMPtyoVI61nLk5NKFrSIiIiIirashI67e3l7K5TJbW1tel3IyOQ8YP9sAAW3dxARcvWpu19fh1VfN7e7treJbvgXe/nZ40Pk31zUhbThs/twI3caBQEBXhYuIiIgcAb/fT19fH8vLyzh3j56RJ+c+ZMmOBx1TiTyGeiet20DH4iIiIiIicjwack1an8/HwMAAS0tLdHR04PP5vC7pZPH5oXafK3WtxsrtJybg8mUzvjeTMV2h4+MnvIPWdW+H5a75+7AspqfNurTf8A3we79n1p21rHsz9WDQhLT5vAl0n3nGk3ewIxAIaH0lERERkSOSSCRIp9OkUil6e3u9LudksR5yDGo35KF0a3FdM3bashruOPZx1Dvhq9WquuJFRERERFpMwx5ZxmIx0uk0q6urDA4Oel3OyRKM3H/kcTBiDnIbiG3D+fNeV3EMXAdKeShu37ky37Ig1EZuq51i0c8b3mDGPv/P/2nWm71btWpGHbe3Q60Gv/qr8PLLZjS0F53HgUCAbHaf9Y9FRERE5IlZlsXQ0BCzs7PEYjGCwaDXJZ0ctg2B0P5jjS3L7BNvVMtQzEF51wGRPwjhdgiEG+549mEsy9pZJkYhrYiIiIhIa2nYy00ty2JwcJCNjQ0KhQesoSqPz/ZBW+zeg9dgxPzI8XMc2EpBfmvv6DTXheI2pzvX6UtUyGahtxd6esDnM+eOfD7zU9fWBs8/b8Yj9/TA5CS88IK5PW6hUIhisajRXSIiIiJHpL29nc7OTpaXl70u5eQJR034t5vtg7aupgsCT4ziNmyt7w1owQS3uTRsbzbUEj6Pqn7cJCIiIiIiraVhQ1qAcDhMIpFgcXFRIc9h8wehI2HC2kin+XO4QycbvJLbuP8IaiDR7fBX/8oWiws1Xn0VIhF44xuhr890zfr9ZsxxMAinT5vOY78f4nG4dAlSKbh2zWTBxykUCuG6LuVy+XhfWERERKSFDAwMsL29rQkmh82yzPFSR7c5Zmrrgva4WT5Gjl+lBPnMg+9TLpgu2yYTiUR0cbqIiIiISAtq6JAWoK+vj2q1yubmptelnDyWZcLaQOiEL/La4KoVc+X3A9gWPDtR4cxQmVu3IBSCjg4YGoKuLujvN12zY2NQLkM6veuxNgwPw9SUWdv3ONm2TTgc1gkHERERkSPk9/vp7+9naWkJ57ivymsFts8cM/kDuqjVS4VHDF+LuabrplVIKyIiIiLSmho+mbNtm4GBAVZWVqjVag9/gEizKeUf6W5Dgw7/n2/ME42atWfX16FQgDNn4C1vMWOOOzrMWrR3N65Go2YN28xDLjw/CjrhICIiInL04vE4tm2TSqW8LkXk8Dk1qO6zPvB+XBcqzTU6OBKJUCwWdZGFiIiIiEiLaYo5TZ2dnWxsbLC6usrg4KDX5YgcLufRLz44N1rmzW82o4wjETPeOB43nbNf+AJsb5v1aYN3LZ2VzZpxyLHYIdf+CCKRCOndrb0iIiIicugsy2JwcJDZ2Vm6uroIBAJelyRyeB7jmOlA9/dYIBDA5/NRLBZpa2vzuhwRERERETkmDd9JC3dOOGxsbFAqPeLVsyLN4jFGpnV3w8WLkMuZEceJhBlnHI+bP6+umvvE43ce4ziQTMKFCzA+fgT1P0QwGNSatCIiIiLHoL29nWg0yvLysteliByyxx0z3VxjqS3LIhQK6bhJRERERKTFNEVICxAOh+nu7mZpaQm3ydaXEXmgQPDh97nNDoa4csUEstevmw7aatWMMfb5TKesz2d+r1bN/uvXzf2vXPFm6eFAIEC1WtV/tyIiIiLHYGBggGw2y/b2tteliBwenx+sxziYCYSOrpYj4vf7qVQqXpchIiIiIiLHqGlCWoC+vj4KhQLZbNbrUkQOTzDCI1/pHW5nYgKuXoWJCbMu7auvmtt3vQt++Ifh3e/eu333/b3g95up6tVq1ZsCRERERFpIIBCgt7dXF7fKyWJZEG5/tPv6gybUbTL1i1tFRERERKR1NNWRi8/no7+/n6WlJTo6OrAPoS3QcWB62nQexmJmHKwX3YbSwiwbOrog95B1W4Nt5oQDJnC9fHn/726jfadt2965Klxro4mIiIgcvUQiQTqdJp1O093d7XU5Iocj3A7lAtQeEGRaFrR3HVtJhykQCJDP570uQ0REREREjlFThbQA8XicjY0N1tfX6evre6LnmpyEa9dgagqKRQiHzbqdV65413UoLSoYgQ5gOwOuc+/+cAdEonvWr7VtOH/+3rveb7uXAoGARneJiIiIHBPbthkYGGBhYYHOzs6dySYiTc2yIdoD25tQKd673+eHjnhTdtGCOWbSmrQiIiIiIq2l6Y5eLMticHCQ2dlZuru7D3zCYXISXngBUikYHoZoFLJZsz2Z9HY8rLSoYAQCYXPCoVoGF3OCIRhp+vbuYDBIqVTyugwRERGRlhGNRgmHw6RSKfr7+4/tdR3HIT2dppQpEYqFiI/HD2UCkghgjoui3aabtlwwY4QsC4LhnalDzSoYDFIul3FdF8t6xOVwRERERESkqTVdSAvQ3t5OJBI58AkHxzEdtKkUXLp0J/+Kx8142OvXzf7Ll5s+G5NmY1kmlA1GvK7kUNVPOIiIiIjI8bAsi/7+fmZmZkgkEsfSTbs0ucSNazdITaWoFqv4w34SFxJcvHKRwYnBI399aSE+v5k0dIKEQiEcx6FWq6n7XURERESkRTRtBNnX10cqlaJafcB6NPcxPW1GHA8P3xvC2rbZPjVl7iciTy4UCimkFRERETlmbW1tOxe3HrWlySVefOFFlieXaetpo+cNPbT1tLE8ucyLL7zI0uTSkdcg0sxs28bv9+u4SURERESkhTRtSLu7m/ZxZTJmDdrofS68jUbN/kzmCYsUEQD8fv+BLqgQERERkSfzJBe3PirHcbhx7Qb5VJ7eS72E42Fsv004Hqb3Ui/5VJ4b127gOM6R1SByEui4SURERESktTT1DJ2+vj5mZ2fp6enB5/M98uNiMQiHzRq08fi9+7NZsz8WO8RiRVqY1ycbNjc3yeVynr2+iMij6ujooKury+syROQEedKlYh5FejpNaipFbDh2z/qztm0TG46RmkqRnk6TOJ84khpETgK/30+lUvG6DBEREREROSZNHdLWTzisr68/1gmH8XG4cAEmJ00Qu/s8guNAMgkTE+Z+IvLk/H4/juPgOM49J+6O2ubmJm+4eJHllZVjfV0RkYOwbZtUKqWgVkQOVf3i1qNam7aUKVEtVglGg/vuD0aDbM1vUcqUDv21RU4Sry9uFRERERGR49XUIS0crJvWtuHKFRPGXr9u1qCNRk0HbTIJiQT8tb9m1qTNZEyQOz5+7/q1+3Gcgz1O5CSr/7dZrVYJBvc/eXdUcrkcyysrJKeu0xntANcFt77Xvf27e/vP9c3unX3s/jO4u/e5e/ftPMfu59uz767HuM6d13Oc2/ucXfe7/XqOY+5792NcBxx31z53776dW+d23ezdvvuxO4/bVYvrsPOhOPs8bs9jdj2Xs89ruXe9luPc/nycva9Zf9zd7+vu13N313R3jbvex+7H4OLu3GfX3/XDHrez7a7P2HFv//2Y311nv33unc+evdvvfozr7PO89X3urvvv+oxd193zGPORuTsv57ru7a+he/tu7k6JruPueovurtLdPW9957vogIt71312Pd/uxznuna9BvYb6e2HPWzPPeXv/zmPq2+p/1bd/5045uLjUv6F3PuHb9dW3u7set/Ma976eg6m3vq3+O7dr3bvv9vb6/XZt3/l8d21z3Tv3ufN8Ljt/3bdfH6CIy39ytsnlcgppReRQHXU3bSgWwh/2U86WCcfD9+wvZ8v4w35CsdChv7bISaKQVkRERESktTR9SHvQbtqJCbh6Fa5dg6kpmJ83I44nJuANb4CPftRsLxbN9gsXTLA7MXH/55ycvPN8j/M4kZPOsqydEw7HHdLWdUajdHZG94Z6jxLS3hXEPjykvev5HjekvSuMfbyQ9n77HjWkdfavBR4S0t71XPuFtHe/1t2v8bCQ9n7B6eOEtO7ukNa9s+9RQ9p7Hnf/wHXfkPYhj7k3pN29z91z+ygh7d7gdJ+Q1npYSHtXEGvtfZ4HhrTsH9LW//ykIa3LndeoP3b34+6Et/uEtLvusxO47gp8nV2/s+t+O4HsPdv3/ty9797X2ufHvbNPROSoHGU3bXw8TuJCguXJZYKx4J7JKY7jkElmGJgYID6+z1ozIrLD7/dTKqnjXERERESkVTR9SAsHX5t2YgIuX97b+ZrNws/8DKRSMDLicnqwQsCukJz38Qv/0cff+c4Aly/Da6/BK6+Yk8VvfCNsb9953O7O3MlJ05179aqCWmls1Sp8/OOwtASDg/D883CY5+8CgYDWVxIRERHxyFF209quy7N/+yIbUwnWvrDJxmweO2g6azPJDG2JNi5euXjsy16INBsdM4mIiIiItJYTEdLWTzisra0xMDDwWI+1bTh/3vzZceCHfsgErZff5HJxNEdnexXHgbOn4eaMj//xmxU+/OE2PvlJ2Nw0j+vqglDIBLPvfOed8cbxuAl+r183HbaXL2v0sTSmj3wEPvxhuHULymUIBmFsDN7/fnjvew/nNYLBoK4KFxEREfFQf38/MzMzdHd3EwgEDudJKyXIpYl2WXQ818vIc70Utyr8/o+8TClbZWBigItXLjI4MXg4rydygoVCIcrlMq7rYlmW1+WIiIiIiMgROxEhLcDAwAA3b96ku7v7wONUp6fNqOLhYRjoKRFtM2vB1IPVcMjlT/4CJj9fo+b4qF+AvrIC6TT09cFTT8HunNi2zfNNTZnnrwfCIo3iIx+BD3wAtrbMd7i93XSG37hhtgN8y7c8+VrL9RMOIiIiIuKNtrY2Ojo6WF1d5dSpU0/+hK4L25s7v9ZDpXBnkK/8F29lOx8kPh5XB63IIwoGgziOQ7VaPbwLKUREREREpGGdmJA2EokQi8VYWVlheHj4QM+RyZi1ZKNRSHTuDZNcFxaXbeYXfQz213Bt305IlUiYrtpMBl591QRdu89DRKNmzdtM5oBvTuSIVKumg3ZrywSv9WnhXV3me/v66/ChD8HHPgbLy2b8cSRysLWWg8Eg2Wz2KN6GiIiIiDyi/v5+Xn/9dRKJBOFw+MmerFq+s177LpYF4TaL8FAcLAW0Io/Ktm38fj/lclkhrYiIiIhICzhRR8z9/f1sbW2Rz+cP9PhYDMJhs5asbbvsni6UzVncmvVhWdCTcPeEsIGAGQ/rOCbISqf3Pm82a543FjtQWSJH5uMfNyOO+/ruBLR1+by5aOHVV+HXf910g6+vm32Tk/DCC+b2UQWDQXXSioiIiHgsFArR3d3N8vLykz/ZPgHt3v1P/hIijc5xHFKvpVh8aZHUaykcx3mi59Nxk4iIiIhI6zgxnbQAgUCAnp4elpeXGRsbe+w1XMbHTYfg5CRsnA8w2FvCvv0U5TKsp2yi7S6V6t6PLRw2I2LTaSiVzH3rHAeSSdNxOD7+ZO9P5LAtLZnva3v73u2rq6b7u369Q61m/pxMQi4HX/zFsLb2eGstB4NBarUatVoN392JsIiIiIgcm97eXr7whS+Qy+Xo6Og4+BP5H7DMjM//+OtjiDSZpcklbly7QWoqRbVYxR/2k7iQeKJ1mBXSioiIiIi0jhN31NzT00OpVDrQWFXbNiNcEwn42B+HSaVtKlXI5SySCz5inQ6Wz2J13XfP4zo7TSdiqWS6D6tVE9pev26e78oVnaOQxjM4CJ0dNfx2Fb+/BpjO7/l5810GM64uGLzz3U6n4QtfgNOn76y1/Ch8Ph+2beuEg4iIiIjH/H4/fX19LC8v4z6sG/ZBbBsi0f33RToP/rwijcZ1oFKGagVcF8dxePWjr/LxD3yc2U/MEk6E6XlDD209bSxPLvPiCy+yNLl0oJdSSCsiIiIi0jpOVCctmCCov7+f5eVlotHoY3fTTkzA1atw7ZrNx/8sSiJWZqi/yvnzNWp2gP/yX4PUHIu+0J3Q1XGgUoF4HEZGzJ9ffdV02E5MPP7anSLH5fm3Z/nWv+4w+Zkgb7hY4fOvRZiaClAqsTPu2++/02lbKJgLENbXzfe8WHz0tZYty9o54RCJRI7mDYmIiIjII+nu7iaVSrG5uUk8Hj/4E4XbTddsMQ9OzfzjMdwOPq2nKSdErQpb6yaoxXzV/+znb/DKr71KIVUg1B3CqTr0XOihY6CDYCzI2vU1bly7Qf/lfuzHvFo7FAod6KJzERERERFpPicupAWIx+OkUik2NjZIJBKP/fiJCTPCdXraJpMJE4uZUcWf/SxMXodPfxoWFqC729x/Y8MEtW95C3zwgxCNmuCq/jh10EpDqpbxl7NceY+f5LyPT30miONU2djwU6vdubghGLwT2AaDJpgtFGBz8/HXWtZV4SIiIiKNwbbtnYtbY7HYYwdJewRC5kfkJNre3AloAUIRl46oRbVcJToUxbIttpe3KWVKnHruFB0DHcSGY6SmUqSn0yTOP945CR0ziYiIiIi0jhMZH1qWRV9fH2traziO8/AH7MO24fx5ePZZc2vbJrz9oR+C97zHdBaurJifjg742q81+5555t7HiTSkWhWAiTdV+da/XqQt7LKy4sOyzH8zPp9phKhU7qyz7POZ9WnBdNNeuPB4ay37/X5q9ScQEREREU/FYjH8fj/pdNrrUkQa1+3jpjq35tJ7MY5t2/jCPvwRP5HeCNVClfWpdRzHIRgNUi1WKWVKj/1yPp+PWq32ZKPIRURERESkKZzITlqAzs5O1tbW2NjYoKen59Ced2ICfvZn4bXX4JVXwHXhjW9UICtNyGf+83ddKJct3vn2Ml/ynMsL/7GTfN7cxe83XeFbW6Zj1nXNuGPXhTNnHn+tZdu2D3zhhIiIiIgcrvrFrYuLi8Tj8SfrphU5qXx+qN7pbLVsi3y6jO2zccoOdsTGtm1CnSEK6wWK6SK2beMP+wnFHr/DvP7foeu6j718k4iIiIiINJcTG9LuPuHQ3d19qCccbNt0EF64cGhPKQ3EcWB6ugVGVvuDEImysZBjLuljsL/Gcrqd8XGbmRkz1rhaNV3jxSLk81AqQSQCX/VV8Pf+3sHWWtYV4SIiIiKNIxqN4vf7D/3iVpETo71rz5q0qdltlm9kaetpI7ecww6ZkNYO2ThZh0qxQjFVZGBigPj446/3XA9mHcfRhRMiIiIiIifciQ1pQScc5PFNTsK1azA1ZYLJcNiE8VeuHCyQbHiRKHOZCC9+zmV4xMa1fFy4YALqdNqEtKXbE7p8PtM9+/73w/d+78GC60KhQOxxFrEVERERkSNlWRb9/f3Mz88Tj8fx+XxelyTSWHx+6OojM5PipQ+/RKngEu4Kk7iQoJgpUlgrEOoM4TouruOSmckQH41z8crFA4Ws+XyeQCCA33+iT9eIiIiIiAgndE3auvoJh7W1Na2DKQ/18svwoQ/Bxz9uAskLF6CnxwS3L7xgbk+ijk4/+VKA6Vs+lpYgEDBrKo+Omk7icBg6O+Hrvg4+8hH4h//wYAGt4zjk83na29sP/T2IiIiIyMF1dHQQDAbZ2NjwuhSRxmTZRM8ksCNhMnMZHMehY6CDU8+domOgg/J2mexiFl/Ix/A7h3nu6nMMTgwe6KW2t7d1zCQiIiIi0iJO/KWZu0849Pb2el2ONKiXXzbh42uvQUcHrK9DMmmC2kuX4Pp102F7+fLJG32czcLy8p337vebcPqpp+Dpp83ay29+M/zkT5p9B7W9vY3f7ycYDB5e8SIiIiLyxOpLxczPz9Pd3a1uWpF92LbNxSsX2UpusXZ9jdhwjLaeNuygjX3Dpvupbp75O8/w1Nc/9URjirPZLH19fYdYuYiIiIiINKoTH9LqhIM8zOQk/MiPwOuvQyJhukZLJRNcZjLw3HMwPGxGIE9Pw/nzXld8eCYn4Wd+xvw5FoNKxXQRLy7C2hr098O5c/C+9z1ZQAuQyWSIRqM7ayyJiIiISOPo6OggFAqRSqUUEIncx+DEIM9dfY4b126QmkqxNb+FP+xn5J0jXLxy8cDds3XFYpFyuUxHR8chVSwiIiIiIo3sxIe0oBMOcn+OYzpk19agrQ2iUdMpG4lAKGS2T03B298O8/MmtD0p6u89lYJ3vhNWV817XV8Hy4KtLejrg3/wD558Pd5KpUImk+HcuXOHUvtBbGWzgAuuC259a/139/af65vdO/vY/Wdwd+9z9+7beY7dz7dn312PcZ07r+c4t/c5u+53+/Ucx9z37se4Djjurn3u3n07t87tutm7ffdjdx63qxbXYedDcfZ53J7H7HouZ5/Xcu96Lce5/fk4e1+z/ri739fdr+furunuGne9j92PwcXduc+uv+uHPW5n212fsePe/vsxv7vOfvvcO589e7ff/RjX2ed56/vcXfff9Rm7rrvnMeYjc3deznXd219D9/bd3J0SXcfd9RbdXaW7e976znfRARf3rvvser7dj3PcO1+Deg3198Ket2ae8/b+ncfUt9X/qm//zp1ycHGpf0PvfMK366tvd3c9buc17n09B1NvfVv9d27Xunff7e31++3avvP57trmunfuc+f5XHb+um+/PkD5zv+cRESOXf3i1rm5ORKJhC5uFbmPwYlB+i/3k55OU8qUCMVCxMfjT9Q9W7e+vk5XV5f++xMRERERaREtEdLqhIPcz/S0CSZHRkw4WS6bgBZMWNvZabbPz5u1WWMxb+s9TPX3Pjxs3uvAgAll02nzORSLprM2Gn3y19rc3KS9vZ1QKPTkT/aYOjo6sG2b4QuXjv21RUQel23b6p4REc90dHQQiURYX1+nv7/f63JEGpZt2yTOJw71OR3HIZPJMD4+fqjPKyIiIiIijaslQlrQCQfZXyZjwsgLF2Buzow4DoXurDsbCpmO0mQSnn8eTtLxcv297w5hbduMfAaoVuHVVw+nezibzdLV1fXkT3QAXV1dpFIpcrmcJ6//JJaWlnjuued48cUXGRx8stFpXtL7aCx6H43l7vfR0dHh2f8vRUQA+vr6mJ2dJZFI4H/S9S5E5JHlcjn8fr8nF7aKiIiIiIg3Wuqou7e3l2QySU9Pj7ppBTCdseEwbG+boDaTMSOOOzshGIRsFnI502F65cqd8PYkqL/3bBbi8Xv3Z7OH0z1cKpUoFAqMjIw82RM9ga6urqYOPQYHBzl9+rTXZTwxvY/GovfRWE7K+xCR5tfe3k4kEmFjY0NLxYgco83NTWKxGJZleV2KiIiIiIgckxMUOT1ce3s7gUCAzc1Nr0uRBjE+bsLZZNIEsc89Z8b+5vMmrN3YgPPn4f/4P558XdZGs/u915fgrHMcs/3ChSfvHt7a2qKjo0OdGCIiIiJNoqenh42NDZy7/5EoIkfCcRyy2Szx/a6eFRERERGRE6ulQlrLsujp6WF9fR3Xdb0uRxqAbZsO2UQCrl83443f/nZ45hkYHDR//smfNL+fNHe/93TajDhOp83vicThdA9vb2/T1tZ2OEWLiIiIyJHr6OjA5/Pp4laRY5LP57Ftm2Aw6HUpIiIiIiJyjFoqpAV2xgfphIPUTUzA1avmdn0dpqZMWPn88/CDP3gyA9q6u9/7q6+a293bn0Q+nyefz+uK8APq7OzkXe96F52dnV6X8kT0PhqL3kdjOSnvQ0ROFsuy6O3tZW1tTRe3ihwx13VZXV2lu7tbo45FRERERFqM5bbgUXc6nWZ1dZWnnnpKB0Gyw3FgetqsSxuLmTG/J2kN2gc5qvc+OztLKBRiYGDgyZ9MRERERI6N67q89tpr9Pb26oI7kSO0vb3N7OwsFy5cwOfzeV2OiIiIiIgco5ZcJLKrq4vV1VU2Nzd1wkF22LZZf7YVHcV7dxyHXC6ngFZERESkCe3upu3q6tLFrSJHZGtri1gspoBWRERERKQFtUif4F6WZdHX16fxXSJHKJ/P4/f7ta6SiIiISJPq6urCdV0tFSNyhLa3t+no6PC6DBERERER8UBLhrRw54RDJpPxuhSREymXy9He3q6uCxEREZEmpYtbRY5WtVqlWCzS3t7udSkiIiIiIuKBlg1pd4/v0gkHkcOXy+V0RbicCD//8z/P29/+dqanp70uRURE5Njp4laRo5PL5QiHw/j9LbkSlYiIiIhIy2vpI4Guri5SqRSvv/46oVCIQCBAIBDA5/Nh2zZtbW0EAgGvyxRpOvUrwhXSSjO7desWX/IlX0JPTw8//dM/zfj4uNclPbZ8Ps/XfM3XsLCwQCwWY35+nh/90R/lfe97n9eliYhIk7Asi/7+fhYWFtjc3Nw5ZvL7/di2jd/v1/QUkQPSqGMRERERkdZmuS3eRlqr1chms1QqlZ0fx3Go1WqUy2XOnj1LOBz2ukw5CZwauA7YfjjhJ7E2NjZIp9NNGWrJ4VlfX6enp8frMg4kl8sxMDDAN3/zN/OLv/iLXpdzYG95y1tIJpOsr68D8FM/9VN8//d/P/Pz8wwNDXlcnYiINJN8Pk+xWNw5ZqpWqziOQ6lUIhqNcurUKQW18uRcF2pVsH1gn+zBX47jMDU1xfDwsIJaEREREZEW1fIh7YMsLS1RLpc5c+bMkb6OUyiSe/lltj/zWbY/8zlKt27hlEpYPh/+7m7aL7+JtstvouOLniE0fPpIa5EjUqtAMWf+7A9BqM3beo7Y9PQ0XV1dJBIJr0tpGvPz83z7t387GxsbbG1t8Z73vIef/umfBqBcLvN3/+7f5bOf/Sw+n49Tp07xa7/2awSDQY+rvr9v+ZZv4Td+4zeoVqtA872Hr/7qr+bll19mbW1t3/3f//3fzx/+4R8SiUQIh8P8+q//ekMG0sFgkDe+8Y18+tOfBmB5eZnBwUF+6Zd+iW/7tm/jpZde4urVq9i2zdbWFt/1Xd/F93zP93hctZHL5fiTP/kTfu7nfo5f/dVf3blg6v9l777jo6rS/4F/7vRMTe8NktCFoIBYEN1de6FLsYAFFXtBBNG1rnUt6Lq6rn2xfnWx72/t3VVRUFFBCOmkl5lJnXKf3x9jxiSkk2QS8nm/Xr4wM3fufW6/5zz3nHPHHXfghRdegNVqhdfrxcaNG5GVlRX8XXV1Nc4++2wUFxfD7/cjOzsbTzzxRKhWo8P16Op8B4bf+UJEI5vX68XOnTsxatQohIWFDeiymvLyUP/tFtT/8CMaftwGX20txO+HxmSCKTMTlskHBP47MBsao3FAY6EBIAI0uQMvtwJAmGO/TtS6XC6UlJRgzJgxfMGBiIiIiGiEGtHdHXcnMjISu3btgt/vh1ar7ff5N+3ORfkzG1Hx7PNQ6+oCBVBFAfz+NtO5v/oa+C3RYTvsUMSdvQLhx/wJCsetGT78vt//X/V1Pt1+oKmpCU1NTQgPDw91KMPKhAkTsGLFCjzwwAPYvHkzpk+fjpqaGmzcuBHjx49HXV0dCgsLYTAYMH78eCQmJgZbRw41Dz/8MP7973+3+Wy4rcN7772HqVOnIj09HWVlZUhKSsK7776LUaNG4YgjjsC3336L3NxcxMbG4thjj0VKSgpKSkqG3HGfmJiIrVu34p577sFVV12FTZs2QavV4qSTTsIPP/yAGTNm4LLLLsN9992Hbdu2YerUqfj555/x8MMPhzTu6upqHHnkkSgqKkJNTQ2amppgMplw1llnYePGjdi6dSsmTpyISy65BOPHj8fWrVsxadIkqKqK0aNHIzk5Gdu2bYPH40FycjLGjx+PX375ZcisR1fnOzD8zhciGtn0ej1sNhucTueAJGlVjwc1b/0HZY8/ifpvvwMAKDodxNf2mbrhp59R/eprgKpCG+5A7BmnI+aM0/iS63CjtioLix/A/pukrampQUREBBO0REREREQj2P5b4ukHRqMRRqMRbre7X+frc7mQe+XV+PGw2Sh77IlAghYAVHWvBG3gB79XQLj/9xV2nXMefjj0CLi//Kpf46IBpDP83sWxfv/uPrumpgZ2u31AXmzYXxUUFMDtdgcrNqdNmwar1Yr33nsPzz77LHbv3o1bbrkl2IruX//6F6qqqvDnP/85lGF3aOvWrbjppptw6qmnBj8bbuvw0UcfQVVVmM1m/PDDD9i5cyfKysowbdo0bN26FZ9++inOPvtsxMbGAgCef/55NDU1YeXKlSGOfG+fffYZEhISsHr1akREROCGG27Af/7zH0RGRuLMM8+ETqfDfffdBwCYNGkSjjzySDz66KNoaGgIadyRkZH44YcfMH/+/OBnLpcLTz/9NP7whz9g4sSJAIAHH3wQGo0GK1asAACsW7cOTqcTzzzzDIBAS+KbbroJ27dvxyuvvDIk1qOr8x0YfucLEREAOBwOuFyufp9v7fsf4ocZh2L3hZegfsvW4OftE7QAAuUoVQ38b60TJX9/GD8cfBjyr7sB/hDf16iHFCXQ6xAQGCJGs/++lOz1elFXVzfkXvAjIiIiIqLBxSRtN6xWK+rr6/ttfs4PP8a2WUeh8sX/C3zQUVK2K79N79lTgu3zF/1W6dDYb/HRANFoA911mcMDCdv9lIigtrYWERERoQ5lWElNTcVzzz2HG264AQDg8/nQ2NiI5ORkvPHGGwCA4447Ljj9tGnTAADvvvvu4AfbhYaGBpxwwgl44403YDb/3qX3cFoHAPj1118BAGvXroXdbkdycjJWr16N6upq3HbbbQCAWbNmBaePjIyEyWTC119/HZJ4u/L444/D5/Ph1ltvhc1mQ0VFBU4//XSUl5dj165de3XRPG3aNKiqio8//jhEEXfuo48+gojgoIMOavN5VFQUduzYAQD48MMPoSgKDjzwwOD3J5xwAgDs1bo7VLo634Hhd74QEQGAxWKBx+OBx+Ppl/n53W7kXrEaO09fDm/Fb70I/JaA7flMVEAE5U8+jW2z/xjonYiGPqM5UGYKs/3+kut+qLa2FmazmUMZEBERERGNcEzSdsNisfRbkrb8qWfw62lnwltZ1ftKhvZ+S9aWP/k0dixaDJ/T2Q8R0oBSlP26ogEA3G43NBoNLBZLqEMZdpYuXQqz2Yza2lpMmjQJVqsVL774IhobAy9hWK3WNtMrigLnEDvvDz30UFx77bWYPn16m8+H0zoACCbLSkpKgp/NmDEDAJCeng4AbZLQAKDVavv1hZ7+8Msvv+DGG2/ExRdfjPXr16OgoAA33ngjysvLsXz5cvj9fujadZvf0rqzuLg4FCF3qaVXi5axaVvo9fpgUqC5uXmv39lsNgBAVVXVAEfYc52d78DwO1+IiIDAfTAsLKxfemLwVlTg55PmofKllwMf7Gu5SVXhKSnF9gWnomrTa/scHw2C/bzMJCLBro6JiIiIiGhkY5K2G2azGR6PB16vd5/mU/70v5C/7jpAZN8rGlpTVdR//yN2nLoM/pZuk4lCQERQXl6OqKgojqvUR9dccw0mT56MRYsWobq6GhkZGcFWg1988UVwuvLycogIJkyYEKpQ97Jy5UqMGTMGF1988V7fDZd1aHH44YcDAL755pvgZwUFBQACrSAB4Lvvvgt+p6oqGhsbgwncoaIlxtGjRwc/u+GGG2AwGFBRUYGYmBhUV1e3+U3LuK1//OMfBy/QHpo9ezYA7DW2bHV1dbBF8IQJE4LXohYtx137lwdCraPzHRh+5wsRUQuz2bzPLyz5qmuwfe4iNOXk9G+Zye8H/Cp2X3Qpql59vf/mS9QHTqcTIgK73R7qUIiIiIiIKMQUEZFQBzHU7d69G+Hh4YiMjOzT752ffIpfl5weSNAOFK0Gjj/8AVlPP84EGYVEbW0tysrKkJWVBY2G73/0RlNTE7Kzs6HX63HZZZe1+e7UU09FXFwcpkyZgv/9738AgGXLluHFF19ESUlJcFzUUEtLS0NRUVHwb/W3ilWNRoO///3vuPzyy4f8OrQ2c+ZM7NixA1VVVdBoNJg8eTKamprw66+/Ii4uDkajMZi4vfXWW3H99dfjm2++CXZLOxS4XC5ERkZi5syZ+OyzzwAEErfTpk3Dk08+CVVVcfbZZ+O1117DKaecAp/Ph8jISGRkZGDLli0hjj5gxYoVePrpp1FSUoL4+HhMnjwZeXl5qK6uhk6nw+uvv445c+Zg48aNOO2001BaWoqkpCQsXrwYzz33HIDAvvzhhx/gcrn2ajkcivUIDw/v8nw3m82w2WzD6nwhIgKAuro6FBUVYezYsX0qj4iqYvu8Raj79rveDwnTU4oCaDQY/+arsGZPGZhlEHVBVVXs3LkTsbGxbElLREREREQITW3lMONwOFBbW9unJK3f7UbuZVcGKgQGMknrV+F89z1UvbIJ0QvnD9xyiDqgqirKysoQGxvLBG0f/OMf/wiOqbly5co2340bNw4ffPABFi5ciMmTJ8NoNKKkpATvv//+kErW5Ofnt/n73HPPxVNPPQWfzwcAmDx58pBfh9bee+89zJw5E0lJSbDZbNDpdMGE2RdffIFjjz0WY8eORWRkJPLy8vDcc88NqQQtANjtdrz11ltYsWIFRo8ejZiYGJSVlWHDhg1Yvnw5gECr1HPOOQdjx45FUVERDjzwQLz99tshjjzw4sKsWbPw/fffAwi0kF21ahU++eQTHHXUUcjMzERycjJ27tyJv/71rzjttNMAAPHx8XjppZdw4YUXYvr06fB4PKirq8M333wTkgRtR+sxZcqULs/3ww8/fFic80RE7VksFogI6uvr9+qyvSfKn3gKdV9/0/2E++K38ljuxZdh4vv/hcZoHNjlEbVTU1MDjUaD8PDwUIdCRERERERDAFvS9oDX68WOHTswduxY6PX6Xv02b806VDz7fP9219UZRYHGYsEBn30IQ1zcwC+P6DdVVVWorq5GZmYmW3ITgL2TtERERLT/27NnD0QESUlJvfpdU14ets3+E+S3McYHnKIg4eILkXztNYOzPCIAfr8fv/76K5KSktjVMRERERERAeCYtD2i1+thsVjgcrl69bvmwkJUbHxucBK0ACACtbERZY8+NjjLI0KgsqG8vBxxcXFM0FKQwWAIWdeyREREFBoOhwMulwu9fQ+45IGHIAPVxXFHRFD6yKPwVdcM3jJpxKusrITRaITNZgt1KERERERENEQwSdtDLV0e90bFv54Detj1qwhQq4aj3B+HWjW87z0j+/2o2Pg81KamPs6AqOdUVUVRUVFwDEWiFn//+9/RxOsQERHRiGI2m6EoCurq6nr8G19tLape2TRw49B2Qnw+VL70f4O6TBq53G43KisrkZCQwBdbiYiIiIgoiM2ceshut2PPnj3weDwwGAzdTq96PCj/17OA3w8RwCnh8IgRBqUZDqUWrctllf5Y7PBORIk/CV4YoIcHCdpijNX/hGhtea9j9btcqH7jLUQvWtDr3xL1hIjA6XSitLQUBoMBqamprGwgIiIiGuEURYHD4YDT6ezxC3yVL70M8XoHOLIOiKDs8ScRd/5KPsfSgPF4PCgtLUVdXR0SExMRFhYW6pCIiIiIiGgIYZK2h3Q6HaxWK5xOJ2JiYrqdvuGnn+GvrQ0mYPf4klChxsEvGiTrCnGY4QPE6stR6Y/Fl82z4VIdiNaUw6g0oVlMyPNloFqNxiHGj3ufqNVq4fzoEyZpqd+JCNxuNyoqKuD1ehEfHw+Hw8GKLSIiIiICEOiBKC8vD6qqQtODXoWcH3w08EF1wlNUjOa8fJhGpYcsBto/eTweVFVVobq6Gg6HA1lZWdDr9aEOi4iIiIiIhhgmaXvBbrejpqamZ0na739ApRqHL5uPQI53DPb4k1CtRqMZRvzPo8NnTX/Aqean4VMMcKkOpGjzgq1rzUoDUpQ8FPrTscM7EVGacnSXA2vTWldthmHzt/2wxkQBqqqipqYGVVVVUFUVUVFRiIqK6lHFGxERERGNHGFhYdBoNKivr++2Na2IwP3tFvR9rJd9V7f1eyZpqd80NjaisrISLpcLNpsNo0ePZutZIiIiIiLqFJO0vdDS5bHX6+32Ldi6rT9iu/cA5HjHYKd3POrFhnBNJaJQiSYYUaSm44n6izFZ/y0y9b/ulYRVFCBaU44SfxKcEo5wpbbTZXXUXXL8r8Xwf16HAw+z9sOa00jmdDqxZ88e6PV6xMbGwm63MzlLRERERB1q6fK4JUnVGVVV8cvTn0Lq3IMYXVuiaFD96WZEz5sTshho/+D1elFSUgK3242IiAhkZWX1aJgkIiIiIiIa2Zik7QWdTgeLxQKXy4WoqKgupy3eUY0Sbzz2+JNQLzbEawrRktcySyPi1CIU+kdjq0zHON0PHc7DqDShWqLhEWOny+msu+R8XwYeua8OF1osyJ4sgawvu6SlXvD5fNizZw/q6+uRkJDAbo2JiIiIqEfsdjsKCgqQmJjY4fNjydYS/LLpFxQ+/y4mhCC+IBF4CoqC/w8IAJabqOdEBE6nEyUlJbBarRg7dix0OlazEBERERFRz7D00Et2ux1Op7PbJG2DW0Whmo5SXyIMSjPccEAnXmjhR53qQIOY4RM9itU0fOE9Egcq38KucbaZR7OYoIcHBqW5w2WIADu8EzvtLnm7z4vdP9dhymhP4Du9CTCaWelA3WppPWuxWJCVlcWKBiIiIiLqMbPZDEVRUF9fD6u1bc8+JVtL8PUDX6M2vxbi7bicM3gEiuIDGt2AzxP4SKMFjBZAx/FDqWutX2pNTEyEw+EIdUhERERERDTMMPPSS3a7HSUlJfD5fJ0mrrZuBT4vPwA/Nk1FvpoBBSo0fkAHL7TwwaJpgFlxw6bUol6xotA3GmFKM8brtwUTtSJApRqLdF0OHJ10deyUcJT4kxDdwZi1igIcNq0RpaURqK5WEBUlgLcJEBUI63psKBq5PB4PSktL2XqWiIiIiPpMURTY7Xa4XK42SVpVVbF903Y0VDXAnmaHMy/UxVEFRov+9wQtAKh+oNEFWMIDCVuidkQENTU1KCsr40utRERERES0T1iS6CW9Xg+z2QyXy4XIyMi9vt+6Fbj/fqCoKhvlaiw8MEIHD3xQ0IxAt8Ue1QhVAxiUZpjQCBtqsceXDAOacYD+O3hgQqUaC7umFmP1P3Xa8NUjRnhhgFFp6vB7c0QYat1AU7OCQNddCFRAqCrAMUWpFVVVUVFRgcrKSjgcDlY0EBEREdE+sdvtKCoqQkJCQvClv5qcGlTtqIIjxQFVVaHqzCGNUdFqoQvvpPWjpwkwWQY3IBry6uvrUVJSAlVVkZSUBLvdHuqQiIiIiIhoGGMWpg9aujxun6RVVeDhh4HPPgNqXZPQCAMUCHwwQAMf/NABENTDjgY1DEZ4YUYdKiUOOo0PO33jYdW6YVecSNflYKz+J0RryzuNw6A0Qw8PmsUEs9LQ5juNxQyfyQGjBzAZpe0PxQ+ASVr6fQyl0tJS6PV6jB49GmFhYaEOi4iIiIiGOYvFAhFBQ0MDLJZAsrPZ2Qxfkw8GmwGKRoESmwzVpYEGamiCVP0wTxjb6XdELVp6HKqrq0NMTAyioqKg4YvPRERERES0j5ik7QO73Y7S0tK9ujx+4w3gnXeAujrA7bPBgSqY0IBaRMEHE4BAQT+QMjUA8CBRUwCjphnV/ig0igUJSgEOCfsUDqV2rxa0IoEujj1ihEFphh21SNAWI8+XgRTl9zFpRQE0SenYU6rB+LF+REa2S9Iq7LaLgIaGBpSWlsLj8SA+Pp5dGxMRERFRv1EUBTabDS6XK5ikNTqM0Jl08Lg9MEWYEDUuFo15sbD4SkMTpAjMEyd0/B27OiYAfr8flZWVbXoc0us5XjEREREREfUPJmn7wGAwICwsDG63GxEREQACrWjfegtobATCwoBqGGBAE7wwwow6NMMEP/RQEUiCKfDDhAa4EYEmtRmiaFEr4fio+XgcZPgKSrtyX6U/Fju8E1HiT4IXBujhQYK2GDGaUlRrolHoT0e0phxGpQlNEoYCmYFDIoCpk/1tk716I7s6HuGam5uD485GRUUhLS0NWi0roYiIiIiofzkcDuzZswfx8fFQFAURGRGIGhuF0q2lMDgMsMZbIakTILvLoYSgNa3GZIJ5wriOvzSYBjcYGlJUVUV1dTUqKipgNBoxatQomM2h7Z6biIiIiIj2P8zW9ZHdbofL5Qr+nZMDFBcDNlugxasKLephgw96GOCFEU1QfmtJq4EPGghUaFAnNgAqNFARpVSgyJeGt5sWoNIfG5x3pT8WXzbPRp4vAzbFhQRNEWyKC3m+DOzwTcJY3Tak63LgFjtK1GTUiQPJR0zCwbMMSExq2cUKYAgDjBxXaaTy+/0oKSnBrl27oNfrMWbMGMTFxTFBS0REREQDwmKxwO/3o7GxEQCg0Wgwbt44mKPMqNhWgaaaJsjko0KSoIVWi6jFi6AJjwH0rRKyWh1gdrAl7QhWV1eHnJwc1NTUIDk5mQlaIiIiIiIaMGxJ20d2ux3l5eXw+/3QarVwOgGdDoiLAwoKAo1V61QHzHBDhRYCDTQQCASB3LjABz104odXCYNJ04gIpRK1aiSq1Wjs8E5ElCYwHu0O70S4VAdStL93aWxWGpCi5KHQn44KNR6HGD6EC+HwaMwIn3UIDrkr8rcGs4ZA1pjd2I5YIoLa2lqUlZXBaDQiIyMDJhNbBhARERHRwNJoNMEuj1uSXAnZCZhx6Qxs37QdVTuq4GoyQu8YDaMrD4oMYrLW70fsijMD5SSTBTD+loRjuWnEaj3ubFxcHCIjIzkcDBERERERDSgmafvIaDTCYDDA7XYjPDwcDkegm+OkJMDlAqqqgIYGIxqhQgPfb2laFSpUCAAt/PBBj2YAUShHlKYcqmhgULyI1xajxJ8Ep4QDAEr8SYjWlO9VX6AoQLSmHCX+JLgQjnBNLYBajLv6tLY9Gg/3gqW3CWiqB0QFdAYgzAYobATeE42NjdizZw+8Xi8SEhJgt9tZ0UBEREREg8bhcKC0tBRxcXHB59CE7ATETY5DTU4Nmp3N8P9sQuk1lw5eUFot7IceAvO4sb9/NtyfkUUFGt2AzxN4Y9hoDQx1Q91SVRUVFRXBcWfHjBkDnY5VJURERERENPCY6doHrbs8zsgAxo4FmpqA6dOBMWMAg0GBF0ao0MELHTTwQwMVAgVe6NAMIxoRBqfqQJUvBqX+RMRoShCvKYIXBnjECI8Y4YUBRqWpwxiMSlNwWmg0iFlxJmzTpw3mZhhY3magwQmovkDFg7cJqK8NtA6mTvl8PhQXF2P37t2wWq0YM2YMHA4HE7Q0Yjz66KMICwuDoij4/PPPQxbHjTfeiFGjRkGj0eDJJ58MWRxEREShYrVa4fV60dzc3OZzjUaDqKwoJE5LRMqZcxE55xRgkIbh0Oj1SL/nzkFZ1qAQAeprAmUlUQG/D2ioDSRsqVMiAqfTiZ07d6Kurg6jRo1CcnIyE7RERERERDRomKTdBw6HA263G6qqQqMB5s0DoqKAykrg0EMD/xmNWujghRn10MMLPZp+S9RqIQB80KEcCchRs1CjRkGj+FEtsdDDA4PSDIPSDD08aJaOu6dtFlNgWq0Xhvh4pFy3bnA3wkDzNOz9md8LqP7Bj2UYEBFUVVVh586d8Pl8yMzMRFxcHDQanuoUGocffjgURYGiKPjHP/4R/Pzhhx8OdiEXHh7e5rv+cN555+GFF14AEDgvQuGTTz7B3XffjR07duCEE07AlClTQhIHERFRKLXu8rgrabfdAq19cHrMSbnxehhTUgZ8OYPG7wv8156ncfBjGSaampqQl5eHPXv2IDY2FqNHj+a4s0RERERENOiYudkHRqMRer0edXV1AIDsbODSSwP/VlUFXgSPiQHi062wa+uggwc6+KGHDzp4ENj8GqjQQ4UOBjSh1JeE7zwHw6zUwaHUwqHUIkFbjEo1dq/GoyJApRqLeN0eRJgakfnkP6G1WAZ5KwywTnMrbEnbXn19PXJyclBVVYXk5GSkpaXBaGQXZxRan332Ga677joAwMUXX4yioiIAwKpVq1BdXQ2DwYDS0lKcf/75/b7sqKiofp9nb9x6662IjIyEwWDAm2++iQMPPDCk8Zx77rlsGUJERCFht9vhdDq7nEYXGYGMfz4CFcrAdZqjKIhaMA8xZ5w2QAsIlc42GMtM7fn9fpSUlCAnJwcmkwljxoxBREQEexwiIiIiIqKQYJJ2HyiKsleFQ3Y2cMMNwC23ALffDsydC8TEalFtSINJ0wwdfHCgGgY0QwsVOnhgQgMU+OGFERVqPNyqtdUygLH6n2DXOFHoT0eDaoZfNGhQzSj0p8OmdWO8ZRfGvvAvWCYfMPgbYaB1NI6SogE0TDS08Hq9KCwsRH5+PhwOBzIzM2Gz2UIdFlHQsccei4yMDPh8PhxxxBFtvktISIDJ9HtPAS1J3P1BYWEhX5QgIiICYLPZ4PF49uryuL0fv1KxufZPEGgGJFEbceIJGHX/PRAAVTursGfzHlTtrIKqqv2/sMGk1XU8pq6OzyEtRAS1tbXYuXMnmpqakJGRgYSEBGgHqYttIiIiIiKijjBJu4/sdnuwy+MWGg2QlRUYm/accwCjEWj2alGuSYUXgTFm/dD/NiJtI3TwQ4ECFRooiiBSU4V61QqnhIbgkEoAAKiBSURBVAMAorXlOMT4MdJ1OXCLHSVqMtxiR5p+Nw5P3Y5Zbz0M28EzQrQFBpghDDC06nZKowUsER1XQowwIoLKykrs3LkTAJCVlYWYmBh2bUxDUnJyMi6++GLk5ubikksuCX7e0rLz/fffh9VqRcpvXQ8++uijiImJCY4pW1lZiejoaCiKgrPPPhupqanQarWIi4vDRx99hIyMDOj1eoSHh6O0tLTNsu+55x4kJSXBYDDgkEMOgccTGJ9NVVUcd9xxmDJlCrKzs5Geno7c3Fxs3LgROp0OiqLg0ksvhd1uR2pq6l7r1NDQgCOOOAKTJk3CwQcfjPT0dHz33XcAgMzMTOzatQv5+flITU3Fhg0b9vr9448/jszMTMycORPx8fHYsGEDbr/9dmg0Gmg0GqxbF+i+/phjjoGiKFi2bFmnMW/atCk4Bu/NN9+M6OhoaDQanHDCCQCAs88+Gy+88AL8fj9SU1Nx2GGHAQBOOukkHHjggRg/fjyMRiO++eabfdrPREREHdFqtbBYLF12eezz+bD1sa2obErGVzXHo1kNg0g/PPNrNICiIH7V+ch45G8o3VaBj2/6GB9e/yE+ufUTfHj9h/j4po9RsrVk35cVKormtzJSq3KA0QLoOx4yZ6RpbGxEbm4uSktLkZCQgPT09DYvCRIREREREYUKmyPuo7CwMGg0GtTX13fYejE7G1i6FPj2W6CpSQs3IqGFB0Y0wqQ0Qit+eKGDAhVmTT2ilDIoANxwwCO/v/kcrS1HlKYcTgmHR2OGQRqRtXI+UtY9DK05bPBWeLApChBmA0zWQP/OijLiE7QiArfbjbKyMgBAamoqrFZrN78iCr0HH3wQb7/9Nv72t79hyZIlwUQhAPzxj3/En//8Z1xzzTUAAmPKZmZm4o9//CNEBNHR0cjLy4PNZsNPP/2E3bt3Y+vWrZg+fTrOPfdcbNmyBQ0NDUhMTMS6devw5JNPBuc9a9YsbNq0CV9++SUOO+wwzJs3D2+99RaWLFmCoqIibNu2DQCQmJiIRYsWYfPmzcjJycGNN96IqVOnorKyEp988sle6/OHP/wBu3btQmVlJQBg7ty5OPzww1FdXY1du3YhMzMTALBr1669frtt2zZccMEFKCkpQXR0NNavX48rrrgCHo8H5eXluP/++3HeeecBAB566CGcfvrpeO6553Dqqad2GvN1112H6667Dj6fD5WVlbjkkkvwt7/9DbW1tXjiiSeg0Wjw1FNPoaCgAADw7rvv4oMPPkBDQ2Dsb46ZS0REA8lut6OmpgYxMTEdfp/3YR7qy+oBBajxxOOTyoUYZ/sKqeZfoYoCjdLLprW/lRkMSYkY/eD9sB08AyVbS/D1A1+joaoBjhQHDDYDPG4PSreWwlXowoxLZyAhO2FfVzU0tHrAFs0yUyterxcVFRWoqalBVFQU0tLS2HKWiIiIiIiGFDa520eKosDhcHT5VvjKlcD48YExanU6wA8DGmBFMyxQFS38MMCIJujgQ7imNtCiVgQGpVV3YBoNFK0GEYY6jJs/A4f8v2eQfssN+3eCtjVFCb4FP5LV1dVh9+7dKC4uRmRkJDIzM5mgpWHl008/hU6nwwknnBBs0drCYDB0+XfLsb506VLodDpMmzYNWq0WRx55JOx2O+Lj42G325Gfn9/mdzNmBHoaOOSQQzB16lS8++67AIDXXnsNxcXFmDp1KqZOnQoRgdfrBQA4HA4AwFlnnYXnnntur26YVVXFV199hXnz5gU/W7duHRobG/GPf/yj2+2wZs0a+P1+HH300Zg6dSpeeeUVmM1m7Ny5E3/5y1+gKEowYb127Vrcfvvt3cZs+W1M8ptvvhkAsGjRIgDATz/91GEMdrsdjY2NOOyww/DJJ5/gjTfewMSJE7uNnYiIqC9a7jvt7/8t6kvqA//zWw7NJwZsc83Cl1Unoqw5DSIKRBSo3bSuVX7rpcOYmoKUG6/HpI/eh+3gGVBVFds3bUdDVQNiJsXAFGGCRqeBKcKEmEkxaKhqwPZN24d318csMwEItMouLS3Fr7/+Cp/Ph8zMTMTHxzNBS0REREREQw5b0vYDu92OgoICJCYmQumgQKzTAVdeCVx8MfD78LVa1Isd9bBABx8UDRCucSNCWwWnGoEkbQEcSi0AQJ+QAOtBU2GdNg1RC+ZCHx09aOtGQ0dJSUmw9UFkZCQrGWhYSkxMxCOPPIJzzz0Xxx9//IAso6vK1bS0tGCXxB6PB0cddRT+3//7f71eRktL1oSE31vbtCQ4t2/f3u3vCwoKoNfrsWXLlg6/nz59Ot58883gtH/4wx96HXNL1+fSyaB+Bx98MK644go8+OCDmD17NpKTk/H999/DbDZ3OD0REdG+0Ol0sFgscLvdiIqK2ut7S4IFOrMOep8++AISANR441FTGw+jph5JYbsQbqhAhL4CRk1Dm98rRiPMEyfAMjUb4cf8CfZZh7cpm9Xk1KBqRxUcKY69hgfRaDRwpDhQtaMKNTk1iMraOz4aHpqbm5GTkwOz2YzRo0cjLGyEvNRMRERERETDEpO0/aClQruhoSHYkqm9ZcuAggLgnnuA33rG/I0WqkYLr9EIb2wk/teYhZSYRhx9x2RMmXIttA47dHZ7cGpVBXbuDCR7HQ4gIyPwsjTt3/x+P6qrq5GRkcHxk2jY8Xg88Pl8wb/POeccvPDCC3jvvffatAQfjBcPysvLg+eQXq/fK6Gan5+PtLS0bueTnp4OAMGug4HfW6xOmzat298nJibip59+QlFREZKTkwEAe/bsQWxsLHQ6HW699VYcc8wxmDNnDo455pjg7/Yl5vY++ugj/PnPf8a9996LBx98EFdeeSUuvvhiPPfcc72eFxERUU/Y7XY4nc4Ok7TpR6UjcnQkyn4sC7Sm9bf9vlm1YHf9FGihhc6vgyNRhzkPH43INAc0JhP0sTFQuniWaHY2w9fkg8Fm6PB7g80AV5ELzc7mDr+n4aGmpgY2mw0pKSmhDoWIiIiIiKhbTO/1A0VRYLVaUV9f3+V0xx0HzJsHxMcHWtdqNIBeD4SFAeHhgNcLJCRqcdV1Vsw4KQXGlOQ2CdqtW4GbbgKuvx649dbAvzfdFPic9m8ulwtGo5EJWhqWvvzyS+Tk5LT57D//+Q8cDgcaGxuDn7W0RN3620Vt8+bNABDsFrGlhWz7lrLt/27fcrRlPnV1dfjmm29w9tlnAwD+9Kc/IT8/H88++2wwzlNOOaXLZbWw2+2YPn06Xn/99eA0t9xyCywWC84666xgHJ21Yr3pppsAAAsWLAgu5+ijj8aOHTsAAEcffTTCw8Px1ltv4YYbbgj+ri8xt/wdFhYGv9+P8vJyAMDGjRuxZMkSAMAll1yCAw44INjNMxER0UCwWq1obGzs8P6o0+kwbdU0mKPMMJg7TqQqegUaRQOdSYfkI8Yi/ogDYBqVDkNCfJcJWgAwOozQmXTwuDvubtnj9kBn0sHoMPZ+xWhIEBHU1tYiPDw81KEQERERERH1iCKd1SBTr1RUVKCxsRGpqakdfr91K/DAA0BVFZCcDJSWAr/8EmhVq9UCaWnA9OnAWWcBBx7Y9e9TUgCbDXC7gcJCICoKuPRSIDt7INeQQik3Nxc2mw3R7Oqahpk5c+bgjTfegIggIiICr776Ko444ggAwFdffYWjjjoKDQ2/d1c4efJk5OfnY+bMmYiMjMQLL7yAyMhIfPbZZ1i8eDF+/PFH2O12bNq0Cffddx/efPNNmM1mbNy4EW+88QaefPJJ6HQ63HHHHTj44IMxZ84chIeHIyEhAbt378ahhx6Kl19+GUAg+Xv00Ufj888/h8PhQFJSEj744APk5ubihBNOQGVlJTIyMvDYY4/hyCOP3GvdGhoacMwxx6CqqgoGgwFVVVV49dVXMW3aNKxfvx533HEHRAR/+tOf8M477+z1+w0bNuCaa66BRqNBVFQUbr755mCCFwAuuugibN68GV999VXws57EPHr0aLz99ts45phjUFBQgOTkZHz77bcoLS3FtGnTICKYMGECpk+fjrfffhsOhwMRERHw+/349NNP9xoLmIiIqL+ICH755ReMHj2605cPf3zhR2x+eDNKfyyFp+b3hKpiUGCwGGC0GRGfHY8jbzoSCdmBYQdUVUVNTg2anc0wOoyIyIjYq0tjVVXx8U0fo3RrKWImxbT5XlVVVGyrQHx2PGbfMHuv39Lw4Ha7UVxcjLFjx3Y4DBEREREREdFQwyRtP2lsbERubi7Gjx+/V4FQVX9v8Tpp0u/dE6tqIOn688/AlCnAffcFWti2/+3OnYFuknNygIMPDiR1W/j9wFdfBbo9vuoqICuL3R/vb5qbm7Fr1y6MHTsWuvYHCBF1yufzweVyITIyMtShEBER0W/y8/NhNpsRExPT6TQ+nw95H+ah6MsiFH1dhIaqBsAPmKPNSJiWgAnzJwQTtCVbS7B903ZU7aiCr8kHnUmHqLFRGDdvXHCaFiVbS/D1A1+joaoBjhQHDDYDPG4PnIVOmKPMmHHpjL1+Q8NHYWEh9Ho94uPjQx0KERERERFRjzDj009MJhM0Gg3q6+vbjLEIBJKrO3YEWsC2TtDW1AA+H5CaCpSXA7m5gSRri61bgU2bgM2bA/9vNge6RB47NtBlcmlpYL4lJcD27UBxMTBtWqBL5fataluSvT/9BCgKMGECE7rDRW1tLWw2GxO0RL2k0+mYoCUiIhpibDYbamtru0zS6nQ6ZB6dicyjM7tsJdtZ0rV0aylcha69kq4J2QmYcemMYFLXVeSCzqRDfHZ8h0ldGj5aXs7LzMwMdShEREREREQ9xqxPP1EUBTabDW63e68krdMJNDUFuigGfk+uVlYGWsJqNIAI8PXXvydpW3dvbLEEErQ2W+C3Tmeg5WxODtDY+Pt8LZbA7woL23Z/vHUr8PDDwOefBxLDQGAM3FmzgAsuYDfJQ5nP50NVVVWn3WgTEREREQ0nNpsNe/bsgc/n69FLiBqNBlFZUW0+U1UVVTur8M3fv0Ftfi0SD06E9rfuhkwRJhgcBlRsq8D2TdsRNzmuTffFCdkJiJsc1233yDS8VFZWwmKxwGjkmMJERERERDR8MEnbj2w2G0pLS5GQkNDu80AL2JycwN/btweStnY7YDAExpatqgL+/W9g4kRg8uRAC9qqqkD3yDU1gF4fSObGxARa3W7eDBiNQGws0Nwc+D46GoiIALZtC/x+8mTghx+AP/8Z2LIl0E1yXFwghupq4O23A61wb7qJidqhqqysDGazea/EPxERERHRcKTX62EymVBXV4fw8PBe/76le+M9m/egdGspdGYdVK+KqLFRsMYHnpk1Gg0cKQ5U7ahCTU7NXknejhK/NHw1NTWhqqoKo0ePDnUoREREREREvcIkbT+yWq3wer1obm4OvsG7dWsg+ZqfD1RUBFrOqmqgi+OwsMD/NzcHWsZ6PIHkalhY2+6RIyICCdjS0sC/ihJI4CYmBlrgulyB7o8jIgLTp6QEfr9zZ2DZ27cDJlMgodvygnhYWCDZu3377wldvjw+tNTX18PpdLLLLiIiIiLar7T0QNTbJG3r7o31Fj30Zj2MNiPqSuvQ5GxC0oykYKLWYDPAVeRCs7N5ANaAhgoRwZ49exAZGYmwsLBQh0NERERERNQrTMv1I41GA4vFArfbDeD3Lou//z7QItbhABoaAq1qi4sDidaKikDCdNw4IC0tkFz9+ee23SNrNIFxaIFAUrWkJNDNcWlp4G9FCXzfkmS12QK//+kn4NtvA4lch6NtElajCXymqoFWuS2tfGloEBGUlJQgJiYGBoMh1OEQEREREfWbliStiPT4N6qqYvum7WioakDMpBiYo83Q6rVQNArCYsLga/ShakcVRA3M0+P2QGfSwehg97f7M6fTCY/Hg7iWLqOIiIiIiIiGESZp+5ndbofL5YKqtu2yOCsLmDAhkJA1GALJ2oqKQPfDM2YEWsK2JFdFAi1ff8v1BrXUYYgEErMtf6tq2+nc7sDvFQWorw981tHQPC25v7q6wDi3NHTU1NTA7/cjKordsBERERHR/iUsLAwajQb1LYWVHqjJqUHVjio4UhzQaDQwRZgQFh2GZlegpazRbkRDZQMaaxqhqiqchU5EjY1CREbEQK0GhZiqqigtLUV8fDzHFCYiIiIiomGJJZl+ZrPZ0NDQgF27fG26LAYC3RPHxgb+TU0FwsMDY9DGxwe+b0muTpwYaBlbWBhIwKpqoIWtogBjxgBRUYGxaSMjA38rSuD7lmkLCwO/nzABsFgC827uoJcvjyfwr9UaaFVLQ4Pf70dZWRkrG4iIiIhov6QoSrA1bU81O5vha/LBYAu8aarRaBA9Nhq6MB0aKxohqsDv9aOhsgEV2ypgjjJj3LxxfJ7ej1VWVkKv18PBwiwREREREQ1TLLH2M71eD5PJhLq6ujZdFgOBMWNjYgIJ0/DwQPLW5wt81zq5mpUFzJsXSMb+8APw44+B74BAy9zwcODQQwPzq64OtJKtqAiMe7ttW+B38+YF5nPQQYEkrtPZtsWtqgY+02iAadMCY+LS0FBZWQmj0Qi73R7qUIiIiIiIBkRvuzw2OozQmXTwuD3Bz6zxViTNSIIl3oJmdzO8DV54672Iz47HjEtnICE7YaDCpxDzer2orKxEfHw8FEUJdThERERERER9ogt1APsjm80Gj8cNkykcbncgmQr8Pras0xkYV1avD3xWUxNIwrYkVzUaIDsbOOYY4OGHA61ka2oCydiICOCAAwKtbaOiAt9VVAS+Ly8HDjkkMI/s7MAy588PjI27ZUtgHNzIyMDn1dWBRO3Uqb8vk0KvpbJh1KhRrGwgIiIiov2W1WqF1+uFx+OBsaOxWdqJyIhA1NgolG4thcFhCLaQtcZbERYdhuKvihGZEYlDVh+CqKwotqDdz1VUVMBiscDS0nUUERERERHRMMQk7QCw2WyoqsrDuHGCLVsUOBy/J0Hj4wMtVz/7LJCkLSsLjFObnd02ubp1K/DOO4DdHhiz9ocfAmPIigA5OYEEbXx8oPvkvLxAovbqq4E//rFtwjU7G7j55kCy9/PPA8sDAq1xZ80CLrjg92VS6FVUVMBms8FsNoc6FCIiIiKiAaPRaGCxWOByuRATE9Oj6cfNGwdXoQsV2yrgSHHAYDPA4/bAWehERHoEpl80HTFju58XDW8ejwc1NTXIYHdQREREREQ0zDFJOwDCwsKg0Wgwb149Cgqs2LYtMDatzRYYd7ayMtBd8dy5QFJSYDzYjIzfk6uqCmzaFOjaePLkwGe1tUBpaaC75MrKQAva2NjAd3V1gRa07RO0LbKzA0nanTuBn34KdH88YUKgO2S+YD50sLKBiIiIiEYSm80Gp9PZoyQtACRkJ2DGpTOwfdN2VO2ogqvIBZ1Jh/jseIybN47dG48Q5eXlcDgcMJlMoQ6FiIiIiIhonzBJOwAURYHNZoPD4call1qxaVMgqVpUBJhMe7eabS8nJzB9SsrvSdSWbpIrK38fgzYvL5Cgbd1NcmdauloeO7afV5b6DSsbiIiIiGgksdlsKCkpgc/ng07Xs6JpQnYC4ibHoSanBs3OZhgdRkRkRLB74xGiqakJTqcTWVlZoQ6FiIiIiIhonzFJO0BsNhtKS0uRnZ2AyZMDiVenc+9Wsx1xOoGmpkDL2xbx8YFuj1uPQVtRsfcYtDQ8sbKBiIiIiEYag8EAk8mEuro6hIeH9/h3Go0GUVlR+7RsVVWZ6B2GysrKEBERAYPBEOpQiIiIiIiI9hmTtAPEarXC6/WiubkZRqMRnebeRAWaGwJ9HOuNgN4IhyPQ4tbtBiIifp+0ZQza/HygvLzjMWhpeGJlAxERERGNRDabDW63u/skrbc58J9GAxjM+1QIKtlaEuwy2dfkg86kQ9TYKHaZPMQ1NDSgvr4eY8aMCXUoRERERERE/YLpvQGi0WhgsVjgdru7nrDRHahs8HuBpjrA50VGRqBb4sLCQO62Pbe76zFoaXhpaGhAXV0dYlsGGSYiIiIiGiFakrQi0vlEvt/KSn5voOzU1E0ZqwslW0vw9QNfo3RrKczRZkSPj4Y52ozSraX4+oGvUbK1pM/zpoFVVlaGyMjIHneNTURERERENNQxxTeAbDYbXC5X1xP5fe3+9kKjCXRhHBUFbNsW6NrY5wv8u21bz8agpeFBRFBWVoaoqChWNhARERHRiBMWFgaNRoP6+vrOJ9qrzOTreLpuqKqK7Zu2o6GqATGTYmCKMEGj08AUYULMpBg0VDVg+6btUDt6U5ZCyu12o7GxEdHR0aEOhYiIiIiIqN8wzTeAbDYbGhoa4PN1UYmgbZeY0+oBBMaYvfTSwL+VlcAvvwT+bf05DX9lZWXwer2IiYkJdShERERERINOUZRga9pOtS8zafr2cmNNTg2qdlTBkeLYa/xZjUYDR4oDVTuqUJNT06f508Bobm5GUVEREhIS+GIrERERERHtV1jCGUAGgwEmkwl1dXWdj7FksgGeBkD1A3oToNMHv8rOBiZPBnJyAKcTcDiAjAy2oN1fuFwuVFdXIyMjA1qtNtThEBERERGFhM1mQ2lpKeLj46Eoyt4T6PSAydp2TNo+aHY2w9fkg8Fm6PB7g80AV5ELzc7mPs2f+p+qqigsLER4eDgiIiJCHQ4REREREVG/YpJ2gLV0edxpklajCVQ4dEKjAbKy9i0GVWWid6jxer0oLi5GYmIijEZjqMMhIiIiIgoZq9UKr9eL5uZmmEymjifSGwP/7QOjwwidSQeP2wNTxN7L8bg90Jl0MDr4fD5UlJeXAwDi4uJCHAkREREREVH/Y5J2gNntduTm5kJV1b261BoMW7cCmzYBO3YATU2AyQSMHRsY05ZdJoeGqqooKCiAzWbrPHlPRERERDRCaDQaWK1WuN3uzpO0/SAiIwJRY6NQurUUBoehTflMVVU4C52Iz45HRAZbbA4FTqcz2PNQKMrSREREREREA40lnQFmMpmg0WjQ0NAw6MveuhV44IHAv9HRwPjxgX9bf06DS0RQXFwMAEhMTAxxNEREREREQ0NLD0QDSaPRYNy8cTBHmVGxrQJNNU1QfSqaappQsa0C5igzxs0bx4TgENDY2Iji4mIkJyez5yEiIiIiItpvsfQ5wBRFgd1uH/AKh/ZUNdCCtqoKmDQJiIgIdHGsqkBUFJCXB/z734G/afDU1taivr4eqamprPwhIiIiIvqNzWZDY2MjfD7fgC4nITsBMy6dgfjseDRUNqDyl0o0VDYgPjseMy6dgYTshAFdPnXP7/ejsLAQMTExsNvtoQ6HiIiIiIhowLC740Fgs9mwZ88eiAgURRmUZebkBLo4TkkJJGdLSwN/V1YCfn8gOfvvfwMHHQTMmTMoIY14Ho8HJSUlSElJgV6vD3U4RERERERDhl6vR1hYGFwuFyIjIwd0WQnZCYibHIeanBo0O5thdBgRkRHBlyiHiLKyMuh0OkRHR4c6FCIiIiIiogHFJO0gsFgs8Pv9aGpqQlhY2KAs0+kMjEFrswUStF9/DTQ2AnY7YDQG/n/PHuDxx4G0NI5PO9BUVUVhYSEcDgdsNluowyEiIiIiGnLsdjvcbveAJ2mBQNfHUVlRA74c6h2n04na2lpkZmYO2gvOREREREREocJXhQeBRqOB1WqF2+0etGU6HIDJBLhcgRa0jY1ATAwQFhZoWavRBLpArq8PdIvMbo8HjoigpKQEAJCQwO7TiIiIiIg6YrPZUFdXB5WFkxGpqakpOA6twWAIdThEREREREQDjknaQWKz2QZ1XNqMDGDsWOCXXwJdHNvtgcQsEEjIulyBpO24cYEkbk7OoIU24tTU1MDlcnEcWiIiIiKiLhiNRuh0OtTV1YU6FBpkPp8P+fn5iI6O5ji0REREREQ0YjBjNEhsNhuamprg9XoHZXkaDTBvHmCxANXVgcSs3x9oUVtREWhRO3ZsIHnb1BToHpn6X11dHUpKSpCamspxaImIiIiIuqAoSrDLYxo5WoaGMZlMiImJCXU4REREREREg4ZJ2kGi0+lgNpsHtTVtdjZw7rlAVBTgdgNVVUBDAxAfD8yYEfjX7Q50i+xwDFpYI0ZdXR0KCgqQmJgIi8US6nCIiIiIiIY8m80Gt9sNEQl1KDQIVFVFfn4+VFVFcnIyx6ElIiIiIqIRRRfqAEaSlrfCo6KiBm2ZJ58MfPcd8NlnQFpaICEbERFoaauqQGFhIJmbkTFoIY0ILQnahIQEREREhDocIiIiIqJhwWKxQETQ2NgIs9kc6nBoAKmqioKCAqiqivT0dGi12lCHRERERERENKjYknYQ2Ww21NfXw+/3D9oyW7o9TksLtKRtSc7W1ADbtgVa2c6b9/t4tbTvnE4n8vPzkZiYyAQtEREREVEvKIoCq9XKLo/3c36/H7m5uUzQEhERERHRiKYI+5EaVL/++ivi4+Nht9sHdblbtwKbNgE7dgTGoDWZAmPSzpsXaElL/aOmpgYlJSVISUmBzWYLdThERERERMNObW0tKisrkZmZGepQaAD4fD7k5eVBr9cjJSUFGr4xTEREREREIxSTtIOspKQEqqoiKSlp0JetqkBODuB0BsagzchgC9r+VF1djdLSUqSmpsJqtYY6HCIiIiKiYcnn82H79u0YO3Ys9Hp9qMOhfuTz+ZCbmwuj0Yjk5GQmaImIiIiIaETjmLSDzGazoaioCCICRVEGddkaDZCVNaiLHDGqqqpQVlaGtLQ0WCyWUIdDRERERDRs6XQ6mM1muN1uREZGhjoc6iderxd5eXkwmUxITk4e9PIwERERERHRUMPXVgeZ2WyGqqpoamoKdSjUD0QEpaWlKC8vR3p6OhO0RERERET9wGazcVza/UhTUxNycnJgNpuZoCUiIiIiIvoNk7SDTKPRwGq1ssJhP+D3+1FYWAin04nRo0fDbDaHOiQiIiIiov2CzWZDXV0dVFUNdSi0j1wuF3bv3o3IyEgkJiYyQUtERERERPQbJmlDgG+FD38NDQ3YtWsXVFVFRkYGjEZjqEMiIiIiItpvGI1G6HQ61NfXhzoU6iNVVVFcXIyioiIkJiYiNjaWCVoiIiIiIqJWOCZtCFitVhQXF8Pn80Gn4y4Ybmpra1FcXIy4uDhERUWxooGIiIiIqJ8pihJ8udVms4U6HOoln8+HgoICiAgyMzNhMBhCHRIREREREdGQw5a0IaDX62EymVBXVxfqUKgXRATl5eXYs2cPUlNTER0dzQQtEREREdEAsVqtLDMNQ83Nzdi9ezd0Oh1GjRrFBC0REREREVEnmKQNEXZ5PLy0dNVVXV2NUaNG8W1+IiIiIqIBZrVa4fV60dzcHOpQqIfq6+uxe/du2O12pKSkQKNhlQMREREREVFnWGIKkZa3wkUk1KFQN/x+P/Lz89HU1ISMjAyEhYWFOiQiIiIiov2eRqOB2Wxma9phwul0Ij8/H3FxcYiPj2evQ0RERERERN1gkjZEzGYzRASNjY2hDoW64PF4kJubC0VRMGrUKOj1+lCHREREREQ0YrAHoqFPRFBRUYHi4mKkpKQgMjIy1CERERERERENC0zShoiiKKxwGOLq6+uRk5ODsLAwpKWlQavVhjokIiIiIqIRxWazob6+Hn6/P9ShUAdUVUVRURGqqqo4LAwREREREVEvMUkbQna7HS6XK9RhUDsigurqauTl5SE2NhZJSUnsqouIiIiIKASMRiMMBgO7PB6CvF4vcnNz4fF4OCwMERERERFRH+hCHcBIZrVaUVRUhKamJphMplCHQwCam5tRUlKCxsZGpKWlwWq1hjokIiIiIqIRzW63w+l0wuFwhDoUQuCl1qqqKpSXl8NutyMxMREaDd//JiIiIiIi6i0maUNIq9XCZrPB5XIxSRtiPp8PlZWVqKqqQkREBFJSUti9MRERERHREOBwOLB7926oqspkYAiJCOrq6lBaWgoRQWpqKl9qJSIiIiIi2gdM0oaY3W5HZWUlYmNjQx3KiOT1elFVVYXq6mqEhYVh9OjR7KaLiIiIiGgIMRqN0Ol0qKurg91uD3U4I46IwO12o6KiAh6PBzExMYiMjGTCnIiIiIiIaB8xSRtiNpsNxcXFaG5uhtFoDHU4I0ZjYyMqKyvhcrlgtVqRlpYGi8US6rCIiIiIiKgdRVGCXR4zSTt4/H4/amtrUVVVBVVVER0djYiICPY4RERERERE1E+YpA0xrVYLq9UKl8uFmJiYUIezX2vpnquiogKNjY2IiIhAZmYmk+NEREREREOcw+FAbm4uuzweBK17GzIYDIiNjYXD4YCiKKEOjYiIiIiIaL/CJO0QYLfbUVVVxSTtABERuFwuVFRUwOv1IioqCqmpqdDpePgTEREREQ0HJpMJWq2WXR4PII/Hg8rKStTU1AR7GzKbzUzOEhERERERDRBmqYYAu92OPXv2wOPxwGAwhDqc/YKqqqivr4fL5YLL5YKiKIiJiUFERATfvCciIiIiGmYURYHD4YDL5WKSth95PJ5gmamhoQF2ux2jR49GWFhYqEMjIiIiIiLa7zFJOwRotVpYLBY4nU62pt1Hfr8fVVVVqKqqgkajgd1uR2pqKt8AJyIiIiIa5ux2O/Ly8tjl8T4SEdTX16OiogINDQ2wWCwIDw9nb0NERERERESDjCWwIcLhcKC6uppJ2j4SEVRXV6OsrAwmkwnJycmwWq1MzBIRERER7SfCwsKg1WpRX18Pm80W6nCGpebmZhQXF6O5uRmRkZFISUlhYpaIiIiIiChEWBobImw2G4qLi9nlcR94PJ7gtktNTYXVag11SERERERE1M8URYHdbofT6WSStpdav9QaHh6OtLQ0aLXaUIdFREREREQ0ojFJO0TodDpYLBa4XC5ER0eHOpxhQURQW1uLkpISOBwOpKamsqKBiIiIiGg/ZrfbUVBQABFhrzk95PV6g61n+VIrERERERHR0MEk7RBis9lQX1/PJG0P+Hw+FBcXo7GxESkpKXyTnoiIiIhoBDCbzRARNDU1ISwsLNThDGkiAqfTiT179sButyMlJYUvtRIREREREQ0hTNIOIRaLBeXl5XwrvAuqqqK6uhoVFRWwWq3IzMzkGEpERERERCOEoiiwWCyoq6tjkrYLjY2NKCsrQ2NjI5KTk2G320MdEhEREREREbXD7NYQYjKZoCgKGhoaYLFYQh3OkKKqKmpqalBRUQGdTofk5GS2niUiIiIiGoGsVitcLhdiYmJCHcqQ09TUhLKyMtTV1SEqKgrJycl8qZWIiIiIiGiIYmltCFEUBXa7HS6Xi0na34hIMDmr0WiQmJgIm83GlsZERERERCOUzWZDSUkJfD4fE5C/aWpqQnl5OdxuNyIjIzFmzBjo9fpQh0VERERERERdYIl2iLHb7dizZw/i4+NHdCJSRFBbW4vy8nIoioK4uDg4HI4RvU2IiIiIiAgwGAwICwuD2+1GREREqMMJqebmZlRUVMDpdCIiIoLJWSIiIiIiomGESdohxmKxwO/3o6mpaUSOsSQicDqdwbF5Y2NjER4ezuQsEREREREF2Ww2uFyuEZuk9Xg8qKioQG1tLRwOB7KysmAwGEIdFhEREREREfUCk7RDjEajCY6xNJKStCICt9uNsrIy+P1+xMbGIiIigslZIiIiIiLai91uR0VFBfx+P7RabajDGTRerxcVFRWoqamB3W5HZmYmjEZjqMMiIiIiIiKiPmCSdggKDw9HSUkJYmNj9/skpYigrq4OZWVl8Pl8iImJQUREBDQaTahDIyIiIiKiIcpkMsFoNMLpdCIyMjLU4Qw4n8+HiooKVFdXw2azISMjAyaTKdRhERERERER0T5gknYIstlsKC4uRn19PaxWa6jDGRAtLWcrKirg8XgQExODyMhIJmeJiIiIiKhHIiIiUFtbu18nab1eLyorK1FdXQ2r1YrRo0ePqB6XiIiIiIiI9mdM0g5BiqIgPDwctbW1+12StiU5W15eDq/Xy+QsERERERH1icPhQGlpKTwez343HiuTs0RERERERPs/JmmHqPDwcOTm5kJV1f0mgenxeFBYWAiv14vo6GgmZ4mIiIiIqM90Oh2sViucTidiYmJCHU6/EBFUVVWhrKyMyVkiIiIiIqL9HJO0Q5TJZIJGo0FjYyMsFkuow9lnDQ0NKCgogM1mw6hRo5icJSIiIiKifWa1WuFyufaLJK2IYM+ePXC73Rg1ahTMZnOoQyIiIiIiIqIBxEzZEKUoCqxWK9xud6hD2Wf19fXIy8tDdHQ0EhMTmaAlIiIiIqJ+YbPZ0NDQAL/fH+pQ9omIoKCgAI2NjRg9ejQTtERERERERCMAs2VDmNVqRV1dXajD2CeNjY3Iz89HfHw8oqOjoShKqEMiIiIiIqL9hMFggF6vR319fahD6TMRQVFREbxeL9LT0/e78XWJiIiIiIioY0zSDmFWqxVNTU3w+XyhDqVPvF4vCgoKguPPEhERERER9bfh/nJrRUUFGhoakJaWBp2OIxIRERERERGNFEzSDmE6nQ4mk2lYVjioqoqCggKYzeb9YnwoIiIiIiIamoZzktbpdKKyshJpaWnQ6/WhDoeIiIiIiIgGEZO0Q9xwHJdWRFBcXAxFUZCUlMQujomIiIiIaMBYLBZ4vV54PJ5Qh9IrjY2NKC4uRkpKCkwmU6jDISIiIiIiokHGJO0QZ7PZUFdXBxEJdSg9Vltbi7q6OqSmpkKj4SFGREREREQDR6vVwmw2D6uXW1VVRVFREaKjo2Gz2UIdDhEREREREYUAM2hDnNlshoigqakp1KH0iMfjQUlJCZKSkjieEhERERERDYrh1uVxaWkptFoth4YhIiIiIiIawZikHeIURRk2XR6LCIqKiuBwOGC320MdDhERERERjRBWqxX19fVQVTXUoXTL7XajtraWQ8MQERERERGNcEzSDgM2m21YJGlLSkrg9/sRHx8f6lCIiIiIiGgEMZlM0Gq1qK+vD3UoXWpubkZhYSESExNhNBpDHQ4RERERERGFEJO0w4DNZkNjYyO8Xm+oQ+lUVVUVnE4n0tLSoNVqQx0OERERERGNIIqiwG63w+VyhTqUTvl8PuTn5yMyMhLh4eGhDoeIiIiIiIhCjEnaYUCn08FsNg/ZCoe6ujqUlpYiNTUVBoMh1OEQEREREdEI1NIDkYiEOpS9iAgKCwthNBoRFxcX6nCIiIiIiIhoCGCSdpiw2+1Dssvj5uZmFBQUIDExERaLJdThEBERERHRCGWxWCAiaGxsDHUoe2kZGiY5OZnj0BIREREREREAJmmHDZvNhvr6evj9/lCHEqSqKgoLCxEREYGIiIhQh0NERERERCOYoiiwWq1DrgeimpoaOJ1OpKamcmgYIiIiIiIiCmKSdpgwGo0wGAxDpjWtiKC4uBgajQbx8fGhDoeIiIiIiGjIjUvb0NCAkpISJCcnc2gYIiIiIiIiaoNJ2mFkqFQ4tLSgbWpqQkpKCrvrIiIiIiKiIcFms8Hr9aKpqSnUoaCurg55eXmIi4uDzWYLdThEREREREQ0xDBJO4w4HA643W6oqhqyGPx+P/Lz8+H1ejFq1Cjo9fqQxUJERERERNSaRqOBzWYL+cutLpcLBQUFSEhIQFRUVEhjISIiIiIioqGJSdphxGg0Qq/Xh6zLY7/fj7y8PABAeno6dDpdSOIgIiIiIiLqjN1uh9PpDNnya2trUVRUhOTkZERERIQsDiIiIiIiIhramKQdRhRFCVmXx6qqIj8/HxqNBmlpadBqtYMeAxERERERUXdsNhs8Hg+am5sHfdlOpxPFxcVISUmB3W4f9OUTERERERHR8MEk7TATii6PWxK0iqIgLS0NGg0PGyIiIiIiGpq0Wi2sVuugt6Z1uVwoKipCSkoKx6AlIiIiIiKibjHbNsyYTCZotVrU1dUNyvJEBMXFxVBVlQlaIiIiIiIaFga7B6LGxsZggpYtaImIiIiIiKgnmHEbZhRFgcPhGLS3wisqKtDQ0MAELRERERERDRt2ux3Nzc2D0uWx1+tFfn4+YmNjmaAlIiIiIiKiHmPWbRiy2+1wu90QkQFbhsfjQUFBASorK5GamgqdTjdgyyIiIiIiIupPWq0WFosFbrd7wJYhIqiursbu3bthtVoRFRU1YMsiIiIiIiKi/Q+TtMNQWFgYFEVBQ0PDgMzf5XJh165d0Gq1yMzMRFhY2IAsh4iIiIiIaKDYbLYBS9L6/X4UFBSgoqIC8fHxSEpKgqIoA7IsIiIiIiIi2j+xeeQwpChKsMLBYrH023xFBKWlpaipqUFSUhIcDke/zZuIiIiIiGgw2Ww2lJaWwu/3Q6vV9tt8GxoaUFhYCJPJhIyMDPY6RERERERERH3ClrTDVH+/Fe7xeLB7927U19cjIyODCVoiIiIiIhrWDAYDDAYD6urq+mV+IoKqqirk5uYiMjKSw8IQERERERHRPmGSdpiyWq1obm6Gx+PZ53m53W7k5OTAZDJh9OjRMBqN/RAhERERERFRaPXXy61+vx+FhYWoqKhAeno6YmJi2L0xERERERER7RMmaYcprVYLi8UCl8vV53mICMrKylBYWIiEhAQkJSVBo+EhQURERERE+4eWJK2I9HkeTU1NyMnJgaqqyMzM7NchZ4iIiIiIiGjkYkZuGLPb7X1+K1xEUFxcjNraWowePRrh4eH9GxwREREREVGImc1mAIFxZPuioaEBubm5cDgcSEtLY/fGRERERERE1G+YpB3GbDYb6uvr4fP5evU7VVVRWFiIxsZGjB49GiaTaYAiJCIiIiIiCh1FUWCz2frUA1FdXR3y8vIQGxuLuLg4dm9MRERERERE/YpJ2mHMYDAgLCysVxUOfr8f+fn58Hq9GDVqFPR6/QBGSEREREREFFp2ux0ul6tXXR67XC7k5+cjISEBUVFRAxgdERERERERjVRM0g5zDocDTqezR9P6fD7k5eUBANLT09lVFxERERER7fesVitUVUVjY2OPpq+pqUFhYSFSUlIQERExwNERERERERHRSMUk7TBnsVjQ2NjY7VvhXq8Xubm50Ov1SEtLg1arHaQIiYiIiIiIQkej0cBsNvdoXNrKykqUlJQgLS0Ndrt9EKIjIiIiIiKikYpNKYc5k8kEEUFzc3OnY8s2NzcjLy8PVqsViYmJHEuJiIiIiIhGlO6StCKCsrIy1NTUYNSoUQgLCxvE6IiIiIiIiGgkYkvaYU5RFISFhXVa4dDY2Ijdu3fD4XAwQUtERERERCNSWFhYp90diwj27NkDp9OJ0aNHM0FLREREREREg4ItafcDZrO5wwqH+vp65OfnIyYmBjExMSGIjIiIiIiIKPTCwsLg9Xrh9Xqh1+uDn6uqiqKiIjQ3N2PUqFEwGAwhjJKIiIiIiIhGErak3Q+YzWbU1dW1GZfW6XQiPz8fCQkJTNASEREREdGIptVqYTKZUFdXF/zM7/cjPz8fXq+XCVoiIiIiIiIadEzS7gesVitUVUV9fX1wLKXi4mIkJycjIiIi1OERERERERGFXHh4OGpqagAATU1NyMnJgUajQXp6OnQ6djJFREREREREg0uR1s0vadgqLS1Fc3MzFEVBY2Mj0tLSYDKZQh0WERERERHRkODz+bBjxw7Ex8ejrKwMUVFRiI2NhaIooQ6NiIiIiIiIRiC2pN1PREREwO12w+/3IyMjgwlaIiIiIiKiVnQ6Hex2O0pLS5GYmIi4uDgmaImIiIiIiChk2JJ2P9LQ0ICwsDBWNBAREREREXXA5/PB7/fDaDSGOhQiIiIiIiIa4ZikJSIiIiIiIiIiIiIiIiIaROzumIiIiIiIiIiIiIiIiIhoEDFJS0REREREREREREREREQ0iJikJSIiIiIiIiIiIiIiIiIaREzSEhERERERERERERERERENIiZpiYiIiIiIiIiIiIiIiIgGEZO0RERERERERERERERERESDiElaIiIiIiIiIiIiIiIiIqJBxCQtEREREREREREREREREdEgYpKWiIiIiIiIiIiIiIiIiGgQMUlLRERERERERERERERERDSIBjVJO3/+fMyZM2cwFxl07rnnQq/X46yzzhq0ZV5//fWw2+046qijBm2ZAPDVV18hIiICX3755aAutztvvfUWTj/9dERERODrr79u852iKDj66KNx+umn46GHHkJdXR1SU1Px2Wef4brrroPNZhtW27H9vm+9Pt2ZPHkyXnjhhW6ne+CBBxAXF4dRo0b1Or6hqj+208qVK2G324f8dvn000+RlpaG+vr6LqfLyclBcnIydu/e3ebzwsJCzJkzBxqNZsCuawUFBYiOjsbLL7/c69/29Dg+8cQTcffdd3f6/ZYtW3D44YdDURR8/PHHfYqroaEBqampuPfee7ucrrNt3V5vjtOBcOCBB+Kyyy4b8OU0NjZi/vz5UBQFN91004Avrzstx0pJSQlOP/10nH766YiLi8ONN94Y6tCIiPody02DY38rN410d955J04++eRup3v++ecxZcqUQYgo9PZlmzz55JOYP38+4uPjkZ+fP1Ahdmggln399dcjLi4OiqIEP+uuLNLiwgsvxMUXX7zPMdx333344x//iKysrE7LgX0pkyxcuLDbZ/bBKkOEwmCf+19++SUmT54MRVE6PT57esx0FHtPjpNQ66/yfnvt739erxe33HILpk2bhkMOOQRXXHEFsrOz+xx3X+qcLr30UhgMhn59LhrsY7ar5wrqWF/rh/b1GB3O9qWe8+uvv8bKlSthtVrx6quv9ks8zz//PCZNmtSmPnE46Ol5335778/3+cHU02Oxv+sodT2d8Oeff8a6devw+uuv4w9/+ANGjx6Nb7/9FmPGjMGGDRsQFxfX7TxSUlKg0/V4kf3qscceQ21tLURk0JZ5yy23oKmpCd98882gLRMArFYrMjMzERERMajL7Upubi5uuOEGfPXVV7jvvvuQnJy81zTr16/HkUceCQBoamrCnj170NTUhFtvvRVNTU3YvHnzoMa8L9ux/b7X6XTB9elOVVUV6urqup3u0ksvhUajwV//+tdexzdU9cd2+uc//4lx48bhwQcfHIgQ+03LMa7VarucTlVVFBcXQ1XVNp+npKTgtddew8knnzxg1zWj0YjMzEzExsb2+rc9PY5ra2vhdDo7/X7q1Kn473//C6vVGlzP3sal1WqRkZGBpKSkLqfrbFu315vjdCCMHj0aaWlpA76csLAw/Pvf/8a0adMG9d7ZmZZjJSEhARs3bgSA4D2DiGgoYbmp91hu+t2+lJtGOpfLhZqamm6nq6urQ1VV1SBEFHp93Saff/45Nm3ahOeffx4bNmxAVFTUQIbZxkAt+5ZbbkF2djYWLlwY/Ky7skgLp9PZJrnbF88++yx2796N559/Ho8//jjMZnOH0/WlTPLyyy9j+vTpXV63B6sMEQqDfe4fcsghwcr/zrZ5T4+Z9rH39DgJtf4q77fW0f3vrrvugtlsxvPPP4///ve/aGhowLhx4/ocd1/qnB544AGUlJT063PRYB6zPXmuoL31tX4oISFhn47R4ayv9ZwulwunnXYafvnlFxx44IEYO3Zsv8SzdOlSHHPMMYiOjh4SdVo91dPzvv323p/v84OlN8dif9dR9rjkP2HCBPz73/+GTqfDokWLcMEFF6C2thZZWVlYsWIF/vOf/3Q7jw0bNvQquBUrVgAAnnrqqV79rjNWq7Vf5tMbFotlwJehKAo+/PDD4IEwceLEQa/g6M7zzz+P0aNHQ6vVYvXq1d1ObzKZMH78eBx44IEAQrPv2m/Hjz76CEcddVSPL+yt93379enK1KlTcdBBB/VoGaHYLgOpv7ZTfxXkjzzySBx55JED0lJv6tSpmDBhAkwmU5fTZWZmIiUlBRkZGR1+358VJunp6bjxxhuD1964uDj873//6/Z3HZ0bPT2OezJd++toT+NqYTQa8eGHH3Y7XXfbukVvjtOB0JeWzftiqFxnenNtJCIKJZab+oblpoB9LTf1l96WfUKh/bPr1KlTe5Q0GEnPFH3dJk8//TTGjRsHi8WCa6+9tk/L7ut1qT+W3Zn2ZafelFm6q3TuztNPP425c+ciNjYW69at63S6vpZJuruGDnYZojv9WdYOxbnf3fbu6THTPvaeHiddeeqpp3DjjTciLy+vT7/vif4s77fo6P739NNP4/7770dWVhaysrL2KWag73VO/f2MMpjHbG+fKwZK+3v2UHPjjTfio48+wkcffQSg79fiNWvWDHSoQ1Zf6znffPNNREREQKfTYdWqVf0a02C+ZNZX7e+Hvbm+tt7eQ+0+Pxz15ljs7/JEr17Pbv+AER4ejiOPPBJvv/12vwVE+6e8vLxevwG4ePFiREZGDlBEg6+n63PEEUdg4sSJgxDR0DRStlN0dDQWLVrU7XSKouC8887b5ze3B1tP98/BBx8csmRne73Z1r25PqmqioaGhiGT7ByuhtKxQkTUHZabqK+Ga7nJ5/PB4/GEtNXXlClT4Pf7u51u4sSJmD179iBEFHp93SZ5eXk49NBDBzK0Tg3msnv6fHnQQQfBYDDs07J6em4PVJlkfzZQ535DQwMMBkOferbo6THTPva+3ANCYSDK+x2t+0Bsj6FQ5zSY96vhcky153K5YLfbQ7Z8Xot7r6/1nMP1GG2vv+r+enre93R7U8/15ljs9zpK6SUA8vDDDwf/Pu644yQrK0tERFRVlQceeEDOOussWbdunSxYsEB++eUXERG5//77JTw8XI488kgREXnllVckOjpaZs+eLX/9619lxowZkpCQIO+//76IiKxevVrS09MlPT1dFi9eLBs3bpTm5mZZtWqVXHPNNbJkyRI57LDDOozx7rvvlssvv1xWrlwpY8eOlcLCQhERWb58uZx22mmybt06mTx5smRkZMjWrVuDv9u9e7csXrxY1q1bJ2eddZbccccd4vf75a233hKHwyFJSUny6aefiojIX/7yF7nuuutEROT111+X6OhoWbFixV6x3HDDDTJ79uzg3+Xl5XLmmWfKmjVrZNWqVbJ69WppamoKfv/CCy/I/PnzZc2aNbJo0SJxOp2iqqrcfPPNcvnll8vSpUvl5JNPloaGBsnJyZHFixcLADnqqKNk8eLF8umnn8pRRx0lAOSjjz7qdr90tx+62p6teTweuf7662XVqlWyZs0aWbp0qRQXFwe3e+t92RJXawDkww8/7HB/tt6Od999t8ycOVPi4+Pl3Xff7dF23b17t6xYsULWrFkjc+fOlfPOO0++//57SUlJEQDyz3/+U5YvXy5ZWVly3XXXic/nk9zc3Dbb8Y033gj+vXjxYlm5cqWIiHzyySeyYsUKufLKK2XGjBnB46Ojfd9bzzzzjNhsNsnKypIHH3xQ5s2bJ1lZWfLSSy8Fp3nyySclLS1NnnzySTnyyCMlKipK/vWvfwW/7yy+t99+W2JiYiQtLU0efvhhmThxolx99dXyt7/9TUwmk5xxxhlyww03yJQpUyQ9PV0+++wzueuuu2TmzJmSkJAg7733XnAZ//73v+Wcc86RSy+9VA4++ODgsSUikpeXJ/PmzZPVq1fLggUL5P3335errrpKAMhhhx0mJSUlUlFRIUcddZRkZmbKr7/+2qdtVV9fL5dccoksWbJEVq9eLdOnT5e0tLTg93V1dXLRRRfJlVdeKVdccYWcc845UltbG/z+gw8+kFNOOUXWrl0rc+fOlcLCQlm+fLnExMTIxIkTZfHixfLf//5XRETef/99WbRokaxfv14WLlwob775poiIbN68WdLS0gSAPP/883LooYfKqaeeKiIia9askdWrV8uZZ54pGRkZfVrHFvn5+TJnzhy58MIL5YILLpBRo0bJ8uXLg9/v2LFDli9fLtdcc43MmTNH/u///k9EAsejRqOR1atXy6pVq2TMmDEydepUKSoqEpfLJYsXLxaz2SwzZswInqdz5swRAPLUU0+JSMfnUmfnRl/4fD5Zv369rFixQi644AK55pprgt+1XCNqa2v3iuuss84SAHLnnXfK6aefLmlpaXLkkUeK2+0WkcA1SFEUufHGG4Pz62if98XHH38cvL49/fTTcsQRR0h0dLRs3LhRRET++9//SkJCQvDet3HjRpk4caKkp6eLSO+Pm3Xr1onRaAzebx555BEJCwuT008/XdatWycHHHCAZGZmyg8//BCM8fHHH5cFCxbI6aefLgDkmGOOkTvvvLPH6zh79my58sor5cILL5QxY8bIlClT2myvLVu2yMKFC+Xaa6+VpUuXyhNPPCEiIoWFhXLIIYcIAHnllVdk7ty5Eh0dLWeddZb88ssvsnDhQklMTJQFCxaI3+8Pzu+xxx6TCy64QFavXi3z5s2T/Pz8LmO74YYberwuRESDieUmlpsGu9zU2TO+iMj//ve/4DPiySefHJx3b57vOitbPPvss2Kz2YL7dcOGDZKSkhI8hjuLq7P91XI89ObZ9bvvvutwm/REZ8+FnR3n9fX1cuyxxwoAeeKJJ2Tx4sWSkJAgJ554ouTk5MgZZ5wh6enpMnv27ODz6JQpUwSArF+/Xi6++GKZMmWKLFiwQKqqqkREpLm5WS6//HJZs2aNnHzyyXLOOeeIqqoi0vWz7tatWyUjI0N0Op08+eSTIiLy9NNPi8Vi6dMzUsu2bV0O+umnn+Snn34Kno8zZ86UV155Jfibf/3rX3LhhRcG1+vTTz/t8LrU12V3dc6IdP4sKhIoX9x0000yd+5cWbNmTfC43lcbNmyQJUuWyJVXXilnnXWWeDyeTvdhy/Wn9fFaXl4uLpdLLrzwQrn66qvljDPOCF4n+2r27NmyYsUKOf/88yU7O1v+9Kc/SW5urojsXYYQ6fyacNJJJwkAWbt2rZx//vkSHR0thYWFsn37djnppJNk9erVEh0dLVlZWbJ48WJxuVydHh+dlXU6K2u/+eabcvbZZ8s111wjJ510knz//ffS2NgoJ5xwQrDuZsGCBR2WIXqrq3PS4/HIkiVLgveH0tJSWblyZZsyaG5urgCQ++67T+bPny+ZmZmydu1a8fl8fYqns+OkqzqnqqoqWbZsmVx++eWyZMkSeeGFF+SJJ56QGTNmiNlslsWLF8u1114rIl3fUzva5zfeeKNotVqZNGmS/PLLL+LxeGT+/PkSFxcn//vf//q0jr29/7W/bz/33HOSmJgYLEt3tg1alnXNNdfIlVdeKeedd56sWrWqzTNEby1fvlxOOukkufzyy2XmzJly8MEHy5YtW4LfP/LII7Jq1SpZuXKlzJo1S8rKykRE5PbbbxedTicLFiyQm2++WcLDw+XVV1/tcxyd3a86W35H21VVVbn99tvlkksukUsvvVSWLVsm1dXVIhK4tsXExEhBQYHU19fLjBkzBIDcfvvtsmTJEklPT5eGhoYur1/t6zE6u2c7nU5ZuXKlrF27Vv70pz8F57Fz5045+OCDg9fqL774Qo477jgBIHl5eV3G1dn50l29zZ133ikTJ06UmJgYWbx4sdx333192j+DeYx2VN/aVf1SZ3WFXT1/nHHGGQJA7r77bjnrrLMkPT1dDj30UNm1a5dceOGFMnbsWMnOzu5zfZpIoBzTetu3xPXCCy/IsmXL5Nprr5V58+bJl19+GfxNd2WEV155RY4++mhZs2ZNsB6sq5xDRzq6z4t0Xifc17q/zu6HvdXRff7777+XU045JfiM//3334uISElJSfBeu3DhQnnooYd6tayOrkNPPvmkWK1WOeyww+Tuu++WlJQUefDBB0Wk43u7iEhRUZEsX75c1q5dK7NmzQrG0Ze6xIKCAomOjg4us6v17yyP0dmxOFh1lPuUpP3ggw/EYDDIs88+KyIiDz/8sEyaNEmam5tFJLDSiYmJ4nQ6RURk7dq1bQrea9eulcTERNmxY4eIiJx33nkya9as4PfLly9vk3x49NFH5corrxQREa/XK4sWLdorvl9//VUOPPDA4N+XXHJJm8qGiRMnSklJiaiqKscee6ycfvrpIiLS0NAg6enp8txzzwXnf+CBB8rdd98tIiL33XefJCUlBec7derUYCWLiMiKFSuCF7HWWlc2qKoqhxxyiNx2223B70855RS56KKLRETkvffek6SkJKmvrxcRkfDwcNmwYYN89dVXAkB27twpIiLjx4+XRx55JDiP9hebpqamNp/1ZL90th+62p6tXXPNNXLssccG/7733nslOztbvF5vcNu33pft9SRJm5CQ0CbGww8/XES6367Lli2T119/XUQCF4CLL75YRAInK4Bgsre0tFQSExPl3nvv7XA7fvjhh3sV6MaPHy/r168XkcBNfebMmW1i3pckrUjgphARERF8wPr4449Fo9HIt99+KyKBJK3FYgnerG677TZJTk7uUXwPPfSQmM1m2b17t1x77bVyxRVXiIjI0qVLZdKkSVJSUiIiIieccIKkpqYGt/2FF14YPD5UVRWLxSL//Oc/RURk1apVsmTJEhEJ3OgzMjLktddeExGRyy+/XKZOnSoiIieffLIsWLAgGMuDDz7YJqnUW8uXL28zvxtvvLFNknbx4sVy3nnnBf++9NJL5cQTTxQRkV9++UXsdntwfbOzs4Pbov3F9ccffxSz2Sx5eXkiIrJnzx4xm83y1VdfiYjIW2+9JQDkq6++kocfflgWLlwo77zzjsyfPz84j3nz5vV5PZubm2XMmDFtbjpHHXVU8NxqbGyUtLS04Lp8//33YjQapaKiQkREZs6cKUcddZQ4nU7xeDwyceJEuf7664Pzakn4txYfHx/8rLNzqaNzoy+uu+664PbZunWrAAjeRNtfI1rH1fL3smXLpKmpSZxOp0RHR8vjjz8e/H7mzJnBfdnVPu+LRx55ZK/zMCUlJfj9+vXr21wLHnvssTbHZ2+PmyVLlrS5ni5ZsmSve9sZZ5whIiLbtm0TjUYTfIg4+OCD21wre2L27Nl7HTctBajS0lJxOBzyxRdfiIiI2+2WpKSk4MPMjh07BEDwmP36668FgFx77bXi9/ulqKhI9Hp9sIL7zTfflOOPPz647CuuuKLNud1RbEzSEtFQxXJTAMtNbQ10uamjZ/zS0lJJT08Pbq/XXntNYmJixO/39+r5rquyxWmnndYm7uuuu67NMdxRXN3tr748u/ZWZ8+F3R3nzc3NAkDWrFnT5plm+fLl0tTUJG63W2JjY4PPoz6fT6Kjo4Pbz+v1yjHHHCOnnHKKiIi8+OKLotFopLm5WTwej9jtdvl//+//BePs6ln322+/FQDy448/Bpe1atWqfdou7Z+xjj/+eDnttNOCscbHx4tI4GXYlv8XEbnnnnuCleLdHcs9XXZX50x3z6I33HCDHHzwwcHE2VNPPbXP5ZbHHntMpk2bJn6/X2pqagSAvPbaa93uw/bH68KFC+XFF18Ukd+PjzfeeKPPcc2ePVvOPPNMEQlcQ5ctWyaTJ08OrnvrMkRX1wRVVSU2NlZWrVolRUVFkpWVJQUFBTJjxgy56aabRCRwrRwzZkxw2Z0dHyIdl3Va4m29n7///nuZPHlysMJ1w4YNctBBB4nI79fqNWvWiM/nk/z8fNHpdG1ekumt7s5Jr9e71/U2OTk5uA9bkrQffPCBiARepo6NjZW77rqrzzGJ7H2cdHXdnTVrlmzYsEFEAi94RUREiMjvL/O36O6e2tk+v+SSS4L7QCTwolXL/aIv+nL/a78PHnnkkTbr1tk2WL16dZsXk6dOndqmHqW3li9fLn/4wx+Csa5du1bi4+PF5XJJWVlZm7rF448/XtauXRv87aJFi2Tq1KnS1NQkRx55pLz88st9iqGz+1V3y2+/Xf/2t7+1uUfMmzdPrrrqKhEJvHQ1bdq0YB1kfX198CWhzZs3y7hx46SxsbHT61dX9Rjtj+0777wz+LzYsg7bt28XEZF33323zbV6165dAiD44klncXV1vnRXb9MfdbgtyxnoY7Sr+taOrrld1RV2d+9KSEgIPn+0PNscffTR4nQ6xev1yuTJk9s8m/VF+23/n//8R2JjY6WmpkZERL777juxWCySl5fX7fXsww8/FIvFIqWlpSISSGb3Nknb2X2+uzrhvtT9ifRfvVbr+3xFRYVEREQEX7KdO3euzJs3T1RVlenTpwdjrqmpEY1G0+M6+a7qU6+++mpJSkqS6upqOeOMM+Tee+/t8t6+atWq4IvEX331leh0uuDLjb2tSywrK5Np06YFy9pdrX9neQyRvY/Fwayj7H2fHQCee+45fP311/D5fPjkk09w8MEHAwAefPBBnHrqqcEuPU4++WQsXboUmzZtwvLly2E0GtvMx2g0IisrC2PGjAEAzJw5E++8806ny7VYLHjmmWeQlZWFJUuW4O9///te05hMJvz4449Yv349zj33XNxyyy1tmilPmzYN8fHxAALNkj/55BMAgT6n9+zZg4ULFwIIDPw9d+5cPPTQQ1i9ejUWLlyIK6+8Et9//z0sFgtmzZqFv/3tb/juu+8QHR2NCRMmdNsFwubNm/Hll1/i+eefD362cOFCnHPOObjvvvtw//3346ijjgrGe91112H27NmYMGECPvzwQ2RkZKCkpASKoqC0tLTT5bTfzj3ZL53th+62JwCICP72t7/hoYcearNeV155JT7//PN+60pqzJgxHcbY3Xa1WCy4/vrroaoqTjjhBNxwww0AEOw2IzMzE0BgnMulS5fisccewxVXXLHXduzIs88+i+TkZHi9XlRXV3e5X/rCbrfDbrcjNjYWQKC7lalTp+Lxxx8PNqmPjo7GzJkzAQS2S+txe7qKz2w2IyYmBqNGjcJf/vKX4OcGgwEHHXRQ8DyZNm0a6uvrg9t+2rRpwbHUFEXBu+++i0mTJqGhoQFutzu4jDfeeAO5ubk4/vjjAQT2ybhx4wAAF1xwAebOnYuKigrExMSgoKAABxxwQJ+20Z49e/DMM8/g9ddfD37WeqD0iooKvPjii8FxJVpiOeKII5Cfn4+HHnoIkydPDq7vZZddhtTU1A6X9fDDD2PGjBnB+SckJGDmzJnBz1vOjRkzZmDGjBm44IIL8MUXX+A///kP7r77bpxxxhl49NFH+7SeAPDKK6/g119/bTOGR+tYX3/9dZSVleGOO+4AEOh2Ljs7G3v27EF0dDSMRiOOOOKI4LF/0EEHobCwsMtltj4POjuX+oOIYMOGDbjvvvsABAa8v+aaazBq1Khu42r5++ijj4bRaITRaMSECRParFvr6Xuzz3vCaDR2eR627x6rfReYvT1uOlr3zu5tP//8M1RVDX43atSoPl2n2h83RUVFAIBnnnkGEREROOSQQwAExjA89thj8dBDD2HhwoXB+85JJ50EIHD9AICjjz4aGo0GSUlJSEhICM7voYceQllZGS6//HIACN7ziIiGK5abWG5qbTDKTR094991111oaGgIPp/U19dj9OjRqKqq6tXzXVdli54877SPy+v1drm/+vLs2ludPRd2d5y3HCPHH398m2eaI488Mvg8Om7cuOAzjlarhcViCZY9dTodLrnkEpx88skoLy/HiSeeiE8//RQGgwG7d++GwWDYa1t09qx74IEHYvr06Xjsscdw//3345133un37u/uvfdemM1mqKqK8vLyYGw6nQ51dXW44IILcPHFF2PVqlVQVbXfltvdOfP11193+iw6Z84c3HPPPbj99tuDx2PrcmJf3X///Zg7dy40Gg3sdjuuv/56TJ06FZGRkV3uw9bKysrw8ssvw2Qy4YsvvgAAHHDAAaisrNyn2FrKToqi4JprrsGUKVPw9ddf45BDDmlzvXv66ac7vSbExMQgLCwMM2bMQFJSEn799VcAwLZt23DOOecEl9N63To7PoCOyzodeeSRR9DQ0IArr7wSAFBdXR0cZ68l9uOPPx5arRapqalITEzcp+tBd+dkSx1M+9+017LNU1NTcdppp+Gxxx7D1Vdf3ee42uvsuvvtt9/i008/xZNPPgkgUL5qbGzscB7d3VP1en2H+/yCCy7Agw8+iO+//x5TpkzB559/jttuu61P69Ff97/Wx3Fn20BVVTz88MP44x//GCxXxsXFwe129yn2FikpKcF73dq1a3HnnXfizTffxNKlS/HRRx/hkEMOQU1NDZqbm/c6ByZPngyj0YgPP/ywz8vv7H4VGxvb5fI7mk9cXFxw26iqCo/HAwBYtmwZli1b1iZ2IHD+HnTQQfjll1+6vH6NGTOmx/VfZ599Nv70pz8BQDDe0tJSjB07tld1KC1xAV0/p3RXb9NfBuMY7aq+taNr7ksvvdRpXWF3zx8Gg6HN88e4ceNw6KGHBp/NsrOzg886/eXBBx/ECSecgPDwcACBsT/j4uLw1FNP4YQTTujyenb77bfjuOOOQ1xcHIC+3fc7u8/fcccdXdYJ96Xurz+1v89bLBZMmTIFQOB8a2pqwjfffINvvvkGTz/9NJ577jkAgXNhz549PaqX76o+1Ww2IzMzExEREXjmmWcAABdeeGGn9/a1a9eioaEBQODc9/l8qKqqgtVq7XVdYmxsLL755ptu17+rPEZn6ztYdZR9StIuW7aswwMpJyenzYDMOp0OkZGRPX5wUhQFItLp90uXLsWOHTuwfv16XHnllVi/fj3Wr1/fZpqUlBQ8++yzWLduHW6//XYsXLgQTz/9NPR6fZfLy8nJgc1mazNdXFwcioqKICJITk7GtGnT8MYbb0Cv1+Oqq67CDz/8gBdffBEpKSmYP39+t+uXk5MDoO2g1XFxcfB6vSgrK0NOTg6OPfbY4HdXXXVV8P9LSkpwzjnnYNq0aTCZTF1up46W25v90nq79GR7lpWVob6+fq/1AtDvheiOYuxuu95xxx245JJLcOqppyIyMhKPP/44TjjhhA7nm5KSgt27d/c4jrCwMPz5z39GdHQ0fD5fr/ZLX3UVY/sLRX/E136eiqK0KXhrtVpceeWVSE9Ph1arbbNf7HZ78Fg57LDDcNhhhwEAjjvuOCQkJOCpp57Csccei+zs7F7H1aKwsBAigpSUlA6/7+z4aPltTk4OoqOjg9+1ToB2NK/2g87HxcV1eZwfeuihuPvuu3Hbbbfh2muvxfnnn48HH3ywTxf1goIChIeHdzq+QV5eHkQE999/f4/m1901t73enEu9VVFRAbfbHdwXNpst+ADZF12tW2/2eV+Xva/25bhpve6zZ89GdHQ0Pv/8c8yaNQtbt25tUzDui/bX347OiY8//rjT33b0Wcs1JS8vD0cccUSPj2EioqGO5SaWm0JdbgIC99eIiIgO76+9eb7r77KPXq/v1f7q7bNrT3T2XHjHHXd0eZx39kzT/u+uEpYt5Zfc3FxMnz4d33//PZ544gkcdthh0Ov1vdoW559/PtasWYM777wTn3zyCW6//fauV7yXbDYb/vrXv0Kv1yMiIiL4udFoxOuvv44rrrgC//jHP/DHP/4Rzz//PCwWS78st7tzpqtn0erqatTV1XVaTuyr1seMRqPBzTffDCCQ6OjpPszPzwcAXHTRRcGEQX9rqUTuqPK8q2tCZxYsWIDPP/8c5513Hr755hvMmTMn+F1nx0dv5OXlISMjY8DKsj3R+pzsKEnbnbS0tH5PVnR23W25T7YcixMmTMCECRM6nEd399Tk5OQOfzdhwgQcfvjhePTRR3HTTTchJiYGGo2mT+sxEPe/zrZBeXk56uvrsXTpUixZsqRP8+6Ow+GAw+EI7u+mpiasWrUKEyZMgNFoHJC6wa7qMXqz/Ly8PJx55plYu3Ztn+Lo7vrV03oMq9WKd955B48++ij+8Ic/AMA+b7fePKcMxsvgA3WMdlXf2pGu6gp7c+8Cev+s0xc5OTkYP358m89a6l67u54VFBTguOOO2+fld3Sf70udcKi0v16cfPLJAICXXnoJAHD99dcHE637Mt/u6lO7urfbbDb84x//gNvtDo7/3dmx111dYndxtqw/0Hkeo7P4B6uOsm93104kJCSgrKws+Lff70dVVRWysrL6PM/WG+rnn3/GTTfdhJKSEjz66KO49dZbsX379jbT7969GyeffDJ27dqFjz76CN999x2efvrpHsVeW1uL5ubm4GdlZWXIzMwMHghz587F66+/jpKSEqSmpmLZsmV46aWXkJOTg4yMjB4to2W+rZdhNpuRmJiIpKSkDpNvTzzxBC644ALceeeduPDCC2Gz2faapqsDal/2S0+2Z0REBIxG417rBWCf9n1PdbddS0pK8Oyzz6KkpATLly/H2Wef3em8ysrKui3EtWzr6upqzJw5E1OnTsUtt9yCSZMm9cPadK8nMQKDE9+OHTtw+OGHY9GiRVi/fj3S09OD3yUlJaG2thY1NTV7/U6j0eCcc87BP//5T7z44otYsGBBn2MYPXo0AHS4HKDz4wMItKLu7Lxr0frcan8utcyrq+P8559/xkUXXYTCwkJs2rQJL7zwAv773/92s1YdGz16NOrq6uDz+Tr8Pjk5Gc3NzcE3X4HAw3pTU1OPl9HVtaS7c2lfHqhbWvr25iWJvupun/e3vhRk++u4iY2NxdNPP43bbrsN119/PW677bZgAag/9OWc6EpycjJ++OGHNp/V1tb2NTwioiGL5abul9Ey39bLYLmpb5KTk5GXlweXyxX8zO12Q1XVHj/fdVe26MvzTk/2V3f2tUK3s2OpJ8f5vmrZ98nJybjxxhvx17/+FQ8++CDOOuusYAuCnlqyZAm8Xi/uv//+YOKjv/j9fsyaNQthYWG46667gq1WW9bhgAMOwNatW7Flyxa4XC7cc889we/3df90d8509SwaGxsLi8XSaTmxrzo7ZnqzD1uSYgP53FtRUQGg42tLV9eEzjz44IMoKCjAunXroKoqHnnkEQBdHx/daX18JCcnY9u2bW0+G+xyQOtzEuh9EqeioqJfr+VdXXeTkpIAoNNybft6DKDze2pXVq5ciWeffRYPP/wwTjvttD6vy0Dc/zrbBtHR0TCZTAN6fnk8HrhcLmRlZeH999/H8ccfjzVr1uCqq67qU4K/Jzq79vR2+fta5u7q+tVdPUbr4/K8887Dm2++ib///e849dRT28yrL88U/VEH2t/J9YE6Rruqb+1IV3WF+/r8MRC6urd3dz0bPXr0Pt/3u3o27Kr+q68vsQADc+wVFBTA7/e3+byj81dE2jwPdDff3tSndnVvnzNnDnJzc/HAAw+0efm2P3S2/l3lMTqLf7DqKHt19LSsWGcPbldffTVefvnlYEFm06ZNiI+PD75hJ4ExcIPTt/+75bMWRqMx+IYOEOhC5YsvvoDBYMDpp5+OCRMm7NWF1CeffBLMbh9xxBE4+eSTg63OulrewoULkZqaihdffBFAoOn/K6+8gksvvTQ47bx587B58+bg2xwLFy7Enj17unxTsPUyZ82ahZkzZ+LZZ58Nfv/iiy/i4osvhkajwZlnnon//Oc/2Lx5M4DAiX7DDTdgy5YtiIuLQ0xMDOrr61FSUhLsigIIdD3Qeju1LK/l397ul9a/7Wp7tjAajbj00kvx3HPPBX/34osv4uCDD8aMGTM6XUZvdBVjd9v1/PPPR1VVFSIjI7Fu3bq94t+zZw+AwEPWv//9b1x//fVt5t/yb0u3AS3bOjc3F06nM3jj37VrV5v90tU6X3PNNR12O9cRp9OJ+vr64DJ//PFHrF69ustliEif4+vuvGz997Zt2+D1ejtcxoknnojIyEjccsstwd+sX78e1dXVAIBzzjkHu3fvhs/n67Rr6Z5sp5iYGMyZM6dNJVjrRGZaWhoWLVq01/Fx6qmnIj4+HmeeeSZ++OGHYHfJdXV1we3b/hp0+eWX49tvvw3ekIqLi/Hll1/iwgsvbLNdWm+vl156CS+88AI0Gg1OOukkzJo1a69j0O12Y9myZZ22PmxxwgknIC4urs26tF7XU045BTExMbjhhhuCMdx6663BN816e81t/5vOzqX250Z799xzD2688cYu102j0eC0007D3//+d1RVVQEAPv/8c/zrX//qcLv29n7S+vuu9nkLVVVx7rnn4uWXX+4y7s6W3Xr5ycnJKCkpCX6el5fX5kGht8dNb9f9rLPOwqpVqzBnzhwkJib2urvjrua/cuVK1NXVBbvArKurw1tvvRW8d3a0bl39fe655+LLL7/E22+/DSDw8HPFFVf0Kl4ioqGA5SaWm4ZSuen0008HgGA3wyKCNWvWoLKyssfPd92VLXryvNM+ru72V1+eXVvPe+nSpcGyXmc6ey7s7jjv7TNOi9bxvPDCCzj77LORlJSELVu2ICMjA2FhYSgvL4fL5erVtrBYLFi2bBluvvnm4P7u6zZpv7za2lrk5ua22fdAoPz8yy+/BMvP2dnZOO2009ocQ53tn54uu7tzpqtnUUVRcO6552Ljxo3Ba3FdXR0AdPjS68aNG3HxxRd32yLozDPPxMaNG5GbmwsA+PXXX3Hvvff2ah8mJibi+OOPx3333ResTH777bfxf//3f22W1ZsyCRA471o8//zzOProo4O9VrVeflfXhPbTtrjtttuQkZGBU045Bcccc0ywTNzV8dEyr9b/tmh/fJxzzjkoLi4OJn89Hg8uu+wyNDU19fh8A3p3nAOdn5NA2+taTU0NnE7nXhW+Ldvc4/HglVdewZo1a/ZaxjvvvIMVK1YEj7+utN72XV13Dz74YIwdOxa33XZbMKb77rsPO3bsgNFoRGVlZbAeqbt7avvltrZo0SIoioJt27Z12uqqJ+X9vtz/uqsH6Gwb7Ny5E2eddRYef/zx4DG2ZcsWbNiwYa+4elM31/p4ffHFFzF+/HiceOKJ2Lp1K8LCwjB69Gj4/X7k5eX1uG6wJbZ9uV/1dvnnnnsuXn31VXz33XcAAj22/fnPfwaw97Ha0T7o6vrVVT1G+3N+y5YtmDBhAjQazV7XjZZzsOX8aznPWvZzR3HtSx1oS3xFRUV7neNA3+uH+uMY7UhX9a0dbZuu6gr39fmjo7+BntdzdrSMq6++Gv/5z3+Cx9fmzZtRUVGBFStWdHs9W7lyJd58881g3XNX9/3OdHaf765OuC91f0DXz0uFhYVYvHgxtm3b1m3crbfjkiVL4Ha7gz3p+Xw+XHHFFTjooIMwceJE/OUvfwmWdx555BH873//637DoOv61I6Ola7u7Vu2bOn1s0Nnf7c/3jpb/61bt3aax+hoHQa1jlJ6aNeuXbJ48WIBIOPHj5eHHnpor2lUVZX77rtPzjzzTLniiivk5JNPlp9++klERD744AMZN26cmEwmefjhh+WTTz6R8ePHi8lkkg0bNsiWLVtk5syZotVqg4M/v/feexIZGSnTpk2TRx99VM4//3w544wz5LLLLpOrrroqOMhva08++aTMnTtXVq5cKevWrZM1a9aIz+eT1157TRITEyUqKkqef/55ee+992T8+PFitVqD89m1a5csXLhQ1q5dK4sWLZJbbrlFVFVtM/8DDjhAqqqqgn+fcsop8u2333a4zT766CMZP368hIWFBbdXaWmpnHbaaXL11VcH16W5uTm4/e6++24ZO3asHHnkkXLJJZeIy+WSrVu3yujRo2XWrFlyyy23yL333itxcXGyceNGEQkMchweHi6nnHKKbNu2TVatWiUAZNasWVJQUNDlfuluP3S2PdvzeDyyfv16Oe+88+SSSy6RBQsWSFFRkYhIm23/l7/8pcNtBXQ+iHf7GL/99ttgjLfeemu32/W4446TU089VVavXi2rVq2Szz//XEREcnNzBYCcfPLJct1118nSpUvlH//4R3BftN+OjY2NMn36dElMTJQzzzxT6urqZP78+ZKeni7nn3++vPPOOxIXFyennnpqh/u+tYMOOkgsFkuH69vak08+KTabTc4880xZv369zJs3Tz777DMREfnxxx9l5syZoiiKrF27VnJycuS4444TAHL++eeLz+frNL6W32o0GrnkkkuCx3TLvoqMjJTnnntOvvjiCxk/fnxwUO3Wv7v++uvF5XLJEUccIePGjZNLL71UXnvtNYmIiJDVq1eLiMg333wjM2fOlOzsbDn11FPlyy+/bLN+J5xwguzYsaPT9e/pdqqqqpIFCxbIvHnz5M4775Tly5cLAFmxYoU0NjaKy+WSCy64QC677DI5//zz5cwzz5Ta2trg75955hmZMGGCHHbYYXLOOecEB0B/5plnxGazyaxZs2TTpk0iIvLOO+/I/Pnz5ZprrpGTTjpJXn31VRERKSwsDG7/5cuXS05OjogEBh1funSpXHTRRXLNNdfI7bffvlf8u3fvlpiYGDnxxBO7Xdfvv/9eDjvsMLngggvkrrvuksMOO0zsdrvcddddIiLyww8/yMyZM2X8+PGyYMECefvtt0VE5IknnhCbzSZpaWnyzjvvyCuvvCKJiYkSFxcnr7/+uoiI3HbbbWKz2eSYY46RTz75RG655RbRarUyefJk+eGHHzo9l9qfG42NjW1inj9/vgCQioqKLtfN5XLJOeecI1lZWXLiiSfK3Xffvde5mJeXt1dcd9xxR/DvzZs3y6OPPio2m02ysrLks88+C/6dnp4uH330UZf7vIXb7Za0tDSZOHFilzG3Pw9zc3ODx8GFF14YXK8jjjhCFi9eLHfffbdceeWVAkAuu+yyXh83r7zyiiQkJEhUVJS88sore93bPvjgg+C97YknnhARkdtvv12MRqMAEABiMBjktdde63K9WrQ/bv7v//4veNy0HPubN2+WefPmybp162TOnDny6KOPBtd76dKlAkBOOukkqayslMsuu0wAyJ/+9CcpLCwM7rupU6fKd999JyIif/vb3yQtLU1mz54tZ599tpSXl3ca3+zZs+WGG27o0boQEQ0WlpsCWG4a/HJTZ8/4Ldt40qRJMnXqVFm0aJF89dVXItJ5Wak3ZR8RkYKCApk6daqce+65cs8998iKFStEr9fLXXfd1WlcXe2vvjy7tvbSSy+JyWSSu+++u8Nt1Vpnz4VdHecXXXSRAJDDDz9cdu3aJX/9619Fq9XKtGnT5McffwzGn5GRIe+//76IiKSlpcn06dNlzZo1cuGFF8pll10WfG5+5513JCEhQY477jh54IEH5Oqrrw6ue3fPui2++uorWbZsWafr2dNt0hJ7enq6PPLII8H1TUhIkOXLl8t7770nY8aMkWOOOUZeffVVOe6442T58uVy7bXXysUXXyx1dXUisvd1qSc6WnZX54xI58+iIiINDQ1y/vnnyzHHHCN/+ctf5IorrhAAMn/+fNmzZ0+bZV9xxRWiKIp88803Xcbo8XhkzZo1kpWVJcccc4ysX79ePB5Pj/fhSy+9JCKBMuySJUskLS1NTj75ZPnrX/+617J6WiYREZk7d65cdtllcsUVV8gFF1wgS5cuDZ5r7csQIp1fE1pizc7Olpdffjk4/2+//VbS09ODZQoAsnjxYhHp/PjIy8vrsKwj0nFZ+//+7/8kMzNTZs6cKcuWLZOdO3f+//buPS7H+/8D+Osu5JhjoqKcRw6ZcJsRc8gpQpQkh9BJKnSSsGVmbA7DNEbONMc5bV/btDnHHIYNc4iKWBgqpw6v3x/9utbdWTrZ3s/HYw+77uu6Pp/P9Tlc1/2+7qvPpaSffq6+fv0658yZo4y39HN0utcZ+7mNyfQympqacsaMGVy1ahWNjY35zjvv8MSJE4yMjGSvXr04atQoBgYG0traml988UW2+SxcuJBlypThtm3bci1P5n6S2z0dkrx27Rp79epFU1NTDh06lHv37iVJxsbGsmnTpmzQoAE9PDxI5n5NzanN07m6uvLgwYM5lju/8f7rXv8ytvsPP/ygXHdVKhVnzpyZax08e/aMbm5urFevHvv06cPAwMBsr8n5vec0fvx4TpkyRekn1tbWjIyMJJl2L6h169Z899136e/vz/Xr17N69er8/PPPlePS09PL9l4Q+ebXq/zkn7Fek5OTOXPmTBoZGbFnz56cNGkSExMTSZJLly7V6KvpbWBhYaFcy8icz1+53f/KfM1ev349a9WqxcGDB3Pjxo0cMWIEW7RooXxXdHd3Z5cuXTh37lx++eWXBMBevXrxr7/+yrZc+bkHmtt9m4sXL9LAwIAtWrRQ7jWny++5uCj6aE6yu9+a0/0lMud7hfm5drVq1Yq//vqrct5u0qQJDx8+rNG/069t6fJ7nzP9+3WFChXo4+PDV69ekSQ3bdpEW1tb+vj4sH///jxy5IiyT27nM5L84osvqFarGRQUxMWLF1NLS4vm5uYaaeQmp+t8en1ld0+YLNi9PzL762G6o0ePUldXl+7u7rmWObvr/Pfff882bdqwQ4cOHDlyJK9cuUIy7Tu7paUlGzVqRGtra65bty5f9ZKxvJnPQ+ntWLFixSwxUE7X9nnz5lFPT492dnbct28f33//fXbs2JEXLlx47XuJ0dHRrFmzpkZ/y+74c/sdI6e+WFz3KPP9I60QRSm3mw1FJf1H2vQvVsUpOTmZQ4cOzXO70NBQGhsbF32BSkBqaip9fX1z3Sa/9fRvEBkZSS8vr5IuRpEZOnQoU1JSSroYryU+Pp4ODg4lXYw3snLlSnbq1InR0dEkyZSUFLq6unLgwIElXLLCIT/SCiGE+K8pibjpbbV27dosN7tKkrGxMUNDQ4ss/W+++YanTp3KdZvSVielzYQJE3K9+VYS8huTxMfHF1kZoqKiaGJiwv379ysPKpw4cYIA+OjRoyLLt6Dy28/fZEympKTw2bNn+d5+9uzZPHfuXIHyKmk+Pj5ZHsTK7G2M98n833MqyvFFlq5zc2BgIM+fP1/SxSh1/g33h4rbv/0+Z3H5+eefuWjRopIuRql37do1ent7l2gZ3uQeZZmi+ftcIV5PmzZtsGzZMqxduxYdO3aEq6trkefJ///z9cJ+wXlekpOT4evrqzElXE5IFnv5itqOHTtQpkwZPHr0KMt7JzJ6nXp628XFxSEwMBCLFi0q6aIUiXnz5sHGxuaN3s9Q3BITE+Hp6YnAwMCSLsob+f7779GmTRvlvRNaWlrQ1dVF9erVYW1tneu+FSpUwJYtW4qhlK8nNjYWAQEBANLOEzlNuyWEEEL8G5VE3PQ2Onv2LA4fPoyvv/66pIuiKIrYLj4+Hp988gkmT56M06dPY9iwYTluW5J1cufOHbi7u+e6jbGxcb6neiwK69evxzvvvAM9Pb0SK0NmrxOTZJ5evTCdP38ejx8/Ro8ePZT3tFarVg0mJiaoVq1akeVbEK/Tz99kTGppaaFChQr52vbgwYNITExUpp5+G/zyyy+4fv066tevj86dO+f6ft63Md4HXu+eU1GOr9J0vTp48CBSU1PRpk2bki5KqVKc94fGjh2b5ztVN2zYgCpVqhR5Wd5EabzP+b///Q8rVqzIdZv+/ftjwoQJxVSivEVGRmLlypVFfn54G76n5SYuLg4ffvhhifS3wrpHqSKzmThciH+5qKgo+Pr6IiwsDL169UJQUBC6dOlSLHm/ePECV69ezfNLz5EjR+Dj44NTp05h3LhxmD17tvJDy9vMx8cHoaGhmDdvHsaPH5/jdvmtp3+DmzdvonLlyqhdu3ZJF6XQkcSpU6fQsWPHki7Ka4mLi8PTp0/RqFGjki7KG/njjz/g5eUFAwMD1K5dG69evUL16tUxffp0lC1btqSLJ4QQQghRJM6cOYPWrVuXmu87fn5++Pzzz9GkSRP4+vpi7NixhZLu7du30b59e7Rs2RJhYWG5/sBY2uqktDl58iTUanVJF0NDaYlJkpKS4OPjgytXrsDU1BTa2tpISEiAp6cnmjVrVqJlyyy//byoxmR2IiIi0KFDh1x/6Cxtli5dioCAAEyfPh3Tp0/Pcbu3Nd4HSs89p9J0bj516pTyjmDxj9JyLn6b/JvvcxanS5cuwcTEpEgfFPk3uH79OqpXr46aNWuWdFEKTH6kFUIIIYQQQgghhBBCCCGEEEKIYvR2zUUhhBBCCCGEEEIIIYQQQgghhBBvubfuR1obGxuoVCp8+OGHJVaG+/fvw9fXF7Vr14avr+9rry+IsLAwNGzYUGN6lJ07d6JmzZq4detWjvt5e3sX6nsvCju9NzVjxgxUqVIF3bt3L+mi5Ck4OBjVqlUr9rLmp58UtufPn2PIkCF5jtV3330Xnp6eSEhIgK2tbbGN7aioKPTt2xcqlQrr1q0rtHQLq65/+ukntGzZEiqVCrdv3y6cwuVg8eLFqFevHhITE4s0n6L2Nlwbisq1a9fg6ekJlUql/Jfer589e4b69etj4cKFxVYeIYQQpcPbcG2UuKn4SNyUN4mbspK46R8SNxUeiZuEEEIIIf5RoB9pM34RdnV1VT5/+fIlJkyYgMqVK8PAwAALFiwotIKm2759O8zNzVGSszQ7ODjA1tYWGzduhIWFxWuvLwhbW1ssXbpU47Nq1aqhadOmuc5LXrduXbzzzjuFUoaiSO9NzZkzB87OziXaH/IrKCgIEydOLPay5qefFLYKFSpg586daNeuXa7H27BhQxgbG6Ny5coICwsrtrFdv359HDhwAHp6eoWaX2HVdY8ePbB161YAKPL6qFWrFpo1a1Yq3n/yJt6Ga0NRSElJgbW1NYKCgrBlyxYcP35co19ra2ujUaNGMDQ0LJbyCCGE0CRxk8RNpYXETXmTuCkriZv+IXFT4ZG4SQghhBDiH2UKslOPHj1w9uxZNGjQACEhIejXrx+srKygo6ODVatWoW7dumjevDlGjBhR2OUFAFSqVKlI0s2Pu3fv4scff0Tz5s1RsWLF116fmUqlQnh4OLp165bntpmP+4MPPsCJEyeU5bVr12L27NkaT6MW9lOJxfmUY3ayO8a36eXZ+ekThS1zPylOebXN9u3bNZaLc2yrVKpCb4/CrOvi6tcODg5wcHAolryKWmm+NhSViIgIxMXFoVatWrCzswOgeZ7R0dFBeHh4vtLq1q0bunXrhtmzZxdFUV/brVu30KBBA0RGRsLExKSkiyOEEAUicZPETSVF4qbXJ3FT9iRuSiNxU+GQuKnwSdwkhBBCvN0K9CMtAJQrVw49e/bEkydP4OTkhAsXLqBOnToAAGNjY+jr6yvbvnjxAlpaWihXrtybl7iEpQe5OX2ZzGu9EEKINP+la0NR5ivXGyGEKN0kbpK4SQgh3sR/6dpQlPnK9UYIIYQQpdEbvZNWpVJh9erVKFu2LMaMGaMxTYiWVlrSU6dORYUKFbBlyxa8evUKXl5e0NHRUd5/sXz5clSoUAGOjo6YPXs2zMzM0KBBAxw7dgwLFixAp06dYGBggJ9++kkj79u3b8PFxQVt27ZFr169NJ4QjoiIwJgxY+Dv74+BAwfil19+AQBYWVlBpVIhICAALi4u0NPTQ0xMTJbjOnToEIYPH44ZM2Zg2LBh2L9/PwAgNDQUM2bMAADY2dnho48+0tgvu/UkERwcDG9vb9jb22PgwIF4/vw5bt68qTy999FHH8HOzg4xMTG4c+cOxowZg4CAAHTt2hVffvlltnV/5swZmJubK+9eCQ0NxYoVKxAXFwc7OzsEBgZiy5YtMDQ0RIMGDZT97t27BycnJ/j7+2PYsGFK+q9evYKbmxv8/f0xYsQIvP/++1nyzC69zz77DN7e3pg4cSLeeeedbOszKSkJM2fOhJubG/z8/GBvb4+7d+8CAL766itUrFgRo0aNwvTp09G6dWs0adIEFy9ezJJOdseY0WeffYZOnTqhbt26+PHHH/M85owuXLigTEV38OBB9OvXDzVq1EBQUBBOnjyJgQMHQl9fH5MnT1b2yamtoqKiYGpqCpVKpfzFRMeOHbPkGRISAh0dHXTr1g33798HAKxevRqurq7w8fHBkCFDEBUVle/0zp49i3HjxsHX1xe9e/fGnDlzsvQTAChfvjzGjBmDSZMmoWXLlqhduzYSEhJAEvPmzcPkyZPh6emJkSNH4u+//9bI49SpUzAyMkLVqlWxZ88eAMDmzZsxatQoAMDx48fRqFEj9OnTB69evQIAxMfHw93dHc2aNYOZmZnSR6ZPn47y5ctj7NixWY4lXU5jObPbt29jyJAh8PHxgY2NDQ4dOgQASExMxKRJkzB16lRMmTIF48ePx5MnT3LML6exf+bMGZiYmEClUmHr1q3o3LkzbG1tNfbNrq4PHjyICRMmYMqUKXjvvfewcePGLHlGRkZi7Nix8PPzw+DBg+Hs7Kyx/uTJkxg0aBBq166NSZMmKZ+TxNKlSzFu3DhMnz4dNjY2uHLlClJSUpT3Ro0ZMwZAWlCvr6+PhIQEPHv2DEOHDoWhoSGCg4PRrFkz5Z1tly5dQuvWraFSqfDdd9/B0tISenp6mD9/vpLv1atXYWVlBR8fH+jp6aFp06aws7NDfHy8Rrlnz54NbW1t+Pj4wM3NDc2aNcO7776LO3fuAPhvXRuAtPeNubq6ws3NDWPGjMGSJUtybUcg7V1denp66NatGz7//HN07NgRBgYGSv+eP38+lixZopwTV6xYkSXfMWPGQEtLS+OdU+Hh4Rg0aBACAgIwePBgxMTEYMyYMfjjjz+wfft22NnZ4eDBg1nSyu5ceuvWLbRq1UrjvVZ79uxB7dq14ejoCADYv3+/sp+VlRUuXLiAFy9eoH///lCpVPj6669hY2MDQ0ND2NjYIDU1FREREfDw8AAAeHh4wM7ODi9fvszXmBJCiNJI4iaJmyRukrhJ4iYo20jc9A+JmzRJ3CRxkxBCCPGfwzcwevRokuSPP/5IlUrFRYsWkSRDQ0MZHh6ubGdoaMjQ0FBl+f333+esWbOU5REjRrBly5aMjY0lSfbr14/169fn1atXSZJubm7s0qWLsr2FhQUdHR1JkqmpqbS3t2fr1q2ZnJzMe/fu0cTEhImJiSTJb7/9lnp6ekxJSWFqaipr165NV1dXxsTEsEmTJoyKitI4posXL7JixYq8desWSfLu3busWLEiIyIiSJLh4eHMrdoyr4+IiCAAXrt2jSTZvHlzhoSEKOsBaNSVq6srO3furOxbpkwZxsfHZ5v2lStXCICRkZFKvRsbG2uUJyQkRPksNTWV7du3V47l77//ppaWFi9cuMCVK1dyypQpJMmkpCQOGzYs2+PLmN6ff/7Jd999V1nn4eHB6OjoLPv4+fnR0tJSWV64cCHNzMyYlJREkrSzs6OpqSljY2OZmppKS0tLjho1Ktv8szvGWbNmsW7dukp/mThxIt9///08jzmz//3vfwTAvXv3kiS/+eYbAuCKFStIkqdOnSIA3rhxg2TubfX7778TAMPCwrhnzx526tRJKauFhQVJcsOGDUraJLlv3z727dtXWfb29ubQoUNzTS+j9957TzmuX3/9lXPmzCGZtZ84OzuTJO/cuUNdXV1u3LiRJLls2TK6uroq6Q0ePJhTp07Nks+uXbuoo6PDhIQEZbsqVarw+fPnSv2/ePGCZNpY7d69O588ecJXr17R1NSUM2bMUNKys7NTziPp26efG3Ibyxm9fPmSjRo14rfffkuS9PLyYtu2bUmStra2nDhxorLt5MmT2b9/f2XZ2NhYOTflNfb3799PAIyIiOCKFStoY2OTpW4y17WBgQGfPn1KktyxYwc3bNiQZR97e3vu2bOHJBkTE8NJkyaRJCMjIwmAS5cuJUkeP36cAHj9+nWS5IoVK9iyZUu+fPmSJLlz504aGBgoda2np8dVq1aRJHfv3k2VSsVNmzYp2+7evZsk+f3332ucV9KX08fB5s2bWbZsWaV9O3TowA8//FApQ9OmTbMcUzq1Wp2l/YOCgpT1/6Vrg4ODA729vUmmtQcAPn78ONd2JEl/f38aGBhonN8yHnN258SM/Tq9HdLr9fLly9TV1VXq1MzMTClXxvGXWW7n0piYGJYpU4YHDhxQtndyciJJ/vbbb2zdurUybpcsWcJ27dqRJF+8eEEA9PX1ZXJyMm/fvs0yZcrwp59+IvnPGEgfT2T+xpQQQpRGEjdlJXGTxE2kxE0SN6XVtcRNEjelk7hJ4iYhhBDiv6bA0x1n1KNHD0ybNg3+/v744IMPsqwvU0YzG21tbY3lcuXKoV27dsq0X+bm5khMTETTpk2V5e+++05jn/SnklUqFfz8/NCmTRucOnUKR44cwbNnzzB9+nQAaU+ENmzYEA8fPoSenh4qVKiADh06wNDQEH/++WeWsq5YsQIdOnSAsbExAKBu3bpQq9XK56+rbdu2CA8PR6NGjRAbGwuVSoV79+7luL2/vz+ePXsGIO3pu+TkZDx8+DDb96zo6OjkmX/GbU6fPo3Tp09j3bp12Lx5MwBArVbj7t27qFSpEtavX48mTZrAzs4uxyfRM6ZXvnx5XLx4EYGBgRg/fjyCg4OzTB9DEsuWLcPy5cuVz2xsbDBlyhQcO3YMFhYW0NHRgbm5udL+HTt2xOHDh/M8toyaNm2q9Be1Wq08zZjbMbdq1UojjfSpgwYMGAAgrd8BQJ8+fTSWY2Ji0LBhw1zbKr0eOnToABMTE1hZWWnktX//fsTGxsLHx0f5bPny5bh//z68vLwAQOkvAPJMD0h7r8zkyZMxY8YMdO/eXenDmfvJp59+CgCYPHkyOnbsiJEjRyr56+vrK/mnpqYqT3Vn1KdPH5QtWxY//vgjevTogTp16kBLSwsHDhxAv379ULVqVY08u3btCl1dXQBAu3btNJ60za0Pr1u3LtexnG7v3r2IjIxE3759AaT1r3feeQdxcXEICwvDzz//rGxrY2ODrl274vbt20r9pMtr7Gdsgw4dOsDFxSVLmTMfT6VKlTB27Fj4+Phg0KBBePr0aZZ9KlWqhKCgIKSmpqJfv36YNWuWxvr0/qhWqwGk9b9GjRph6dKlGD58uNJvraysMGLECOzatQujR4/GoEGDsH//fowfPx4//PADRo8eja1bt8Le3h5Hjx7FJ598km2Z05cz5puUlIT79+/D2NgYly5dgpOTE4C083Bu5zMdHZ0s7R8dHa2s/69cGx48eIBNmzbhhx9+UModEBAAXV3dPNtRR0cHTZo0yfb8ll8Z23j58uVo3bq1Uqeenp6oX79+nmnkdS4dMGAA1qxZg759++L8+fPKXxWFhITg2bNnmDJlCgDg0aNHKF++vEa5+vbtC21tbdSvXx8GBgYafSSz/IwpIYQozSRuypnETRI3SdwkcZPETRI3SdwkcZMQQgjxX1MoP9ICwMcff4xDhw7B3t5eY2qZgkgPsDIup6am5rh9+pe/mJgY3Lp1C9WrV8fixYsLlPeNGzdQs2ZNjc/09fVz/fKTm7JlyyI2NhZOTk4wNzdH+fLllenNslOlShV89dVXiI+Ph6mpKQDkuv3rSJ++JigoSPmimY4krl69isDAQEyZMgWBgYFZpsXKrF69eti0aRMCAgLwySefwMbGBuvWrUPZsmWVbe7fv4/ExESNOk1/71ZOdapSqd7omDPun9sx5yed7JbT+2JB2yoyMhJz587Fixcv4OXlpdTXrVu30LVr1wL33VWrVsHd3R29e/dGw4YNsWnTJtSqVSvLdlWrVsX+/ftx4MABXLp0Sfn81q1bcHR0hL+/f675lC9fHn379sXevXvx7Nkz2Nvb4/nz5wgLC0O5cuVgaWmZ476v07b5Hcs3btyArq6uUo+dO3dG586dcfLkSQDIse9lvtlQ2GMfALZt2wYPDw+o1Wq8++67CAsLQ/Xq1TW2mTdvHjw8PDB8+HDUqFEDq1evRr9+/bKkld7/0usvc3nLlCmDGjVqKOUdPHgwhg8fjidPnqBcuXIYNmwYevfujUePHkGlUuX7fUaZ8x06dCiOHTuGiRMn4vTp0xg0aFC+66Mwxnbm5bfh2nDz5k2QVMajoaEh5s6dm226mdsxszetwxs3bmicF9KndstLXufSiRMnwtraGnFxcdixY4dy/bh16xYaNWqU73rP6/jyM6aEEKK0k7gpexI3SdyUmcRNEjdlJHFT/r2t1waJmyRuEkIIIf6L3uidtC9fvlT+v2zZsti8eTNu3bqFjz/+WDMTrTfKJk9xcXEAgCZNmsDIyAi3bt3SeEosPj4+1y+kGdWtW1d5z026+/fvo0mTJgUq25o1a+Di4oJPP/0Ubm5uqFKlSpZtMn6xGjRoECIjI/HFF1/kGrTlJLcvaUZGRgDS3iOUcfunT5/ijz/+wIcffojY2FisXLkSc+bMUd7vkZObN2/CysoK169fx88//4yzZ89i3bp1GttUr14dOjo6GnWa/v8FrdPX+aKd2zG/qYK2VYMGDbB7927ExMQgKChIo6wZywkAjx8/zne6CQkJ2LdvH6Kjo9G5c2eN90BllJiYCHd3d8ycORMNGzbE9evX8eTJk9fK39raGvv27cPJkyfRuXNn2NvbY9++ffjuu+9gYWGR7zLnJr9j2dDQEI8fP87yHqi6desCQLZ9r3HjxlnyK+yxn5iYiGrVquHw4cO4du0a9PX1lffvZBQbG4tNmzYhNjYWo0ePxrhx4/KVfubypqSk4OHDh0p5e/ToAS0tLfj5+WHAgAHo2rUrateujWnTpqFz584FOiYAWLp0KaKiohAQEIDU1FSEhIQUOK3/yrXB0NAQQNo5M690M7djYTM0NMy2HOlyOr/mdS61tLREnTp1sGzZMpQpU0Z56tvIyAiXLl3SSPd1zmsZy5TfMSWEEKWRxE15k7hJ4qbMJG7KH4mbcidxU95Ky7VB4iaJm4QQQoj/ogJ/00tJSUFERITyZQ5ImzppyZIlGtPyAGlfNmJjYwGk3aCIjY1FSkqKsp5kli84eS2nP50GAFu2bEGvXr1gZmYGBwcHAFBueJCEr68vHjx4kGNeGXl5eeHMmTPKl7E7d+7gxIkTcHNz0yhHTmlkXn/u3Dno6+tDT08PiYmJiI2N1ZgKqVy5crh9+7ayfO7cObRs2RIAcP36dQBQts+cduZ/dXR08ODBAyQmJmqUJ329Wq2GqakpPv74Y+VGUUhICE6ePImFCxfi+PHjKFeuHBwcHNCiRYssU3BlTu/w4cPKU35du3aFlZVVlunFdHR0MHnyZGzevFnZLywsDB07dlSmuslP+2dML7djzLx/bsec3bFll3dOy6/TVpnLqqenh5UrV2LBggXKFGXjx4/HiRMncODAAQBpX8i9vb1zTS8jBwcHvHjxAgYGBvD29lbaIvO+s2bNgq6uLqZOnQoAWLt2Lf7++2+MHz8eu3fvxtmzZwEAUVFRmDlzZrZ59e/fH48ePULlypWhUqnwwQcfQFdXF8+fP9eYiimvts28PuNyXmM5Y1lq1KiB4OBgZbvAwEBUqVIFw4YNw6ZNm5Rtw8LCMHz4cOWJ1oz5venYz7xNXFwc3NzckJqaisaNG8PZ2Tnb6fecnZ3x8OFD1KhRAwEBATm2W+Y8fHx8sH37dqVf79q1C3Xq1FGe0NbR0UHfvn2xf/9+dOvWDSqVCnZ2dggLC1Omossun7zynTt3Lho1aoSBAweid+/eeQauubX/f+XaYGhoiA8++ACfffYZnj9/DiDtyeaffvopz3Z83TGU3WcZlx0dHXHhwgXs2bMHQNpNymnTpgFI6zMZr0cZ5XUu1dLSgpOTE+bOnQtbW1tlPycnJ9y5c0e5KfXq1St4enrixYsXefa19Gm90suU25hauHAhPvjgg2ynGhRCiJImcZPETRI3SdwkcZMmiZuy1ofETRI3SdwkhBBC/EexAM6dO8d3332XANigQQOuXbtWY/3QoUMZHh6uLB88eJDNmjWjr68vly1bRrVaTQMDA+7fv5/ffvstDQwMWKNGDW7evJnHjx9n8+bNWalSJa5atYoXL16kWq2mlpYWg4KCSJLW1tb09PSkt7c3XVxcOGLECD58+FDJ7+eff2bLli3Ztm1bDhs2jBERESTJefPmUVtbm2ZmZty+fXuOx3fw4EEOGTKEfn5+HDBgAHfv3k2SjI6OZp8+fQiAo0aN4rVr1zT2y279+fPn2bBhQ3bp0oXBwcFcuHAh9fX1uXHjRpKkq6srq1WrxoEDB/L333/nvHnzqKenRzs7O+7bt4/vv/8+O3bsyF9++UVJ29HRkY8ePaKdnR0BcODAgXz69CljY2PZtGlTNmjQgB4eHjx37hzVajVVKhVnzpxJkoyKiqKlpSUbNWpEa2trrlu3jiTp7OzMUaNG0dPTk1OnTuWqVauybfeM6YWGhtLa2poTJkxgQEAAfX19mZycnGW/V69eMTAwkBMnTqSHhweHDh3KmJgYklTav2bNmtyyZQsPHTrE5s2bs3LlylyzZk2WtDIf4+HDh9m8eXOWL1+eS5Ys4ZkzZ6hWq6mtrc05c+bkesy5td3Tp085YsQIAqCNjQ2fPn1Kd3d3AmD37t0ZGRmZY1tduHBB2XfQoEE8e/YsSSplrVixIpctW0aStLe3Z+3atbl69WqS5LJly2hsbEwLCwuOGzeOf/31l0ZZMqaXWfv27Wlra0s/Pz86Ozvz8uXLWfrJhQsXWKZMGXbv3p3u7u5K/4uMjGRycjJnzpxJIyMj9uzZk5MmTWJiYmK2eZGkpaUlL1y4oCxPnjyZO3bsUJbXrFnDKlWq0NjYmAcPHuS2bdtoYGBAfX197t69mzt27GDdunVZs2ZN7tixg19//TWrVKlCExMTHjp0iGTOYzmz06dPU61W08zMjMOHD+eJEydIkk+fPqWLiws9PT3p7OxMR0dHPn78mCQ5d+5camtrs3Xr1jx//jzJ/I390aNH88aNG1nKkF1dW1hY0N7engEBAXRxcWFsbGyW/fr06cPhw4dz2rRpdHV15bFjx/j06VMlLSsrK96/f5+urq4EwJ49ezI6OpqpqalctGgRHR0d6e3tTSsrK/7+++8aaW/ZsoVTpkxRls+ePUsrKytlOTIykpaWlgTAMWPGaByno6Mj4+LilHIMGzaMCQkJPHPmDE1MTAhA+c/W1jbLcWVu/x07dijtv2fPHqW+/wvXBpK8d+8ehw4dymbNmtHa2lo5v+XWjpnPb+nnYG1tbc6dO1ejDiZNmsS4uLgs/XrlypXKuPr5559JkuvXr2eLFi3YuXNnOjk5Kf1y/fr1rFKlCrt06cJdu3ZlOYa8zqXR0dFUq9VZ9tu2bRsbN25MtVpNe3t7pX7Sz6ldunTh9evXOWfOHGpra9Pc3FypgwEDBrBWrVocPnw4jx8/nuOYmjp1Ko2NjXM9ZwkhREmQuEniJombJG6SuEmTxE2aJG7SJHGTxE1CCCHEf42KzOURuFIqISEh2ycrhRBCFJ3o6Gh07doVy5cvR9++faFSqXDy5El06tQJjx49KvF33Mi1QQghhNAk10YhhCh+EjcJIYQQQoj8KtoXWxQR+TIphBDF7/z583j8+DF69OgBlUoFAKhWrRpMTExQrVq1ki0c5NoghBBCZCbXRiGEKH4SNwkhhBBCiPx6K/+SVgghRPFLSkqCj48Prly5AlNTU2hrayMhIQGenp5o1qxZSRdPCCGEEEIIIUqcxE1CCCGEECK/5EdaIYQQQgghhBBCCCGEEEIIIYQoRm/ldMdCCCGEEEIIIYQQQgghhBBCCPG2kh9phRBCCCGEEEIIIYQQQgghhBCiGMmPtMVk0aJF6NGjB1QqFfT09NCgQQNl3eLFi1GvXj0kJiYWWn5btmxBy5YtoVKp8MsvvxRaujlJSkpCcHAwzM3N0alTpyLP77/u+fPnGDJkCFQqFT788MNizz9ze3t7e8PMzAwAEBQUBF1dXXTv3r1Q87x27Ro8PT1RpUoVLFu2rFDTLkrR0dEYNGgQtLS0MHbs2JIuTqGRMS+EEEKIoiBxkyhMEjdJ3FTSZMwLIYQQQojcFPhHWpKYO3cuHB0d4ejoCHt7e1haWuLSpUuFWb5iERkZidGjR2PkyJHw9PTEwIED4ebmhsWLFxdK+ps2bcLNmzexZcsWzJ07F7Nnz0bGVwHXqlULzZo1Q9myZQslPwAYMWKEcpOhOF47PH/+fFSsWBFbtmzByJEjizy/vFhaWuL8+fPZrouLi8OkSZMwfPhwTJ48GYMGDYKvry+8vLzw4MEDJYjX19fHvHnzsuw/e/Zs1KxZE5UqVcK0adMwbdo0TJgwATo6OvDy8gIAbN26FSYmJlCpVPDw8ICbmxt69+6NSZMmISYmJt/H8fjxYzg7O2PChAmws7ODh4cHzM3NUaFCBezcuRPt2rUrlvbNLHN7161bF++88w4AIDg4GM7OzoVarpSUFFhbWyMoKAirVq1Cu3btCi3t/NqwYQPq1asHlUqFwYMH488//wQAfP3118rnQ4YMwc2bNzX2q1evHr799lv0799fqZM5c+ZAX18fKpUKFhYWOHDgAOLj4+Hp6QmVSoXu3bvjyJEjuZbn6NGj6Natm1KesWPHonXr1nBxcUFCQkKex7Nv3z507NgRKpUKbdq0wdq1a1+rPkrLmL906RLs7e0xatQojB07FgMGDMDOnTs1tnn58iWmTZsGJycnjBw5EmPHjkX79u2RkJCAsLAwNG7cGCqVCo0aNcqS/sOHD6GtrQ0tLS2MGTMG9+/fL65DE0II8S8hcVP+SdxU/CRuKloSN0ncVFrGvMRNQgghhBClFAtoxYoVHDp0qLJ84sQJamtr8+LFiwVNskRcunSJNWvW5I4dO5TPoqOjaWBgwEWLFhVKHr169eLy5cuV5dDQUBobG792OuHh4XzdJgPA8PDwIkk7oyZNmnD//v0F3r8wRUdHU0tLi56enlnWxcbG0tjYmAsXLlQ+e/z4MVu3bq2xvYGBAadNm5ZjHoGBgdTX19f4bNmyZRpprFq1igD4/PlzkmRqaio//PBDVq5cmUeOHMnXsdja2nLp0qXK8oIFC1izZk1l2cLCgrNmzcpXWoUpr/aeNWsWLSwsCi2/Y8eOUU9Pr9DSK6iVK1cSABMTEzU+X7p0KQEwOTk5x31Hjx7N0aNHK8vnz59n2bJl6ezsrHwWHh7OQYMGMTU1NV/luX79OgHwu+++I0nevHmTZcuWpYuLS772v3btGgEUaOyWhjEfHh7OGjVq8MSJE8pn9+/fZ7NmzTh37lzlMz8/P06dOlVZ3rZtGwEwPj6eJHn06FE2bNiQAHj06FGNPFatWsV33nmHRkZGRXw0Qggh/q0kbso/iZuKl8RNRU/iJombSsOYl7hJCCGEEKL0KvBf0u7fvx96enrKslqthq2tbb73j4+PL5EnWTNzcnLCe++9hyFDhiifGRkZITAwsNDyuHXrFipWrFho6ZVGpekY161bB3Nzc2zatAlJSUka67y8vFC1alV4e3srn1WtWhWffPKJxnZly5aFtrZ2jnmUKVMmy2cTJ05Ev379ctxGpVJh5syZUKvVcHBwwKtXr/I8lszjzNvbG/Xr189zv6JW3O1dWvpX+l9taGlpnjrT2zq3PpNZmzZtEBAQgNWrV+PixYt49eoVFixYgNDQUKhUqnylkTm/Bg0aoE2bNjh8+HC+9k8vd+bjyY+SbpOXL1/C0dERNjY2UKvVyue1a9fG3LlzMWPGDOUvlDKPIxsbG7z33nvKsqGhId5//33Ur18f69ev18jn4MGD6N+//2u1rRBCCJGRxE35V9LfL4pDaTpGiZuKnsRNEjeVdJtI3CSEEEIIUboV+EdaIyMjrF27FqtXr1YCugULFijvDIqLi8Po0aPh5+cHNzc3+Pj44OXLl3jw4AH69OkDXV1dREVF4cqVK7Czs9N4B5CVlRVUKhUCAgLg4uICPT09xMTEICUlBTNmzMDYsWPh6uoKf39/pTyrV6+Gq6srfHx8MGTIEERFRQEATp06hWrVquHbb7/NcgyXL19GREQEevfunWWdra2t8mU0MjISdnZ2mD59OsaNG4dPP/0UqampePHiBfr37w+VSoWvv/4aNjY2MDQ0hI2NDVJTU3Hz5k3Y2dnhzp07WLFiBezs7BAXF6eRzw8//IBmzZppBBfPnz+Hq6sr3NzcMGbMGCxZsgT79u3DRx99BACws7PDxIkTs22XnTt3onfv3vDz88OoUaM01j19+hQTJ05EQEAAevXqhaCgIADIMe0jR45g7NixmDp1Kjp27IijR49myS8iIgJ2dnZISkrCRx99BDs7O3z33XeoXbs2TExMEBISgpYtW8LX1xcAcP78eQwbNgyBgYGwt7dHaGgoACAmJgbvvfceVCoVdu7cicGDB0NPTw/jxo3DlStXMGzYMI26zc2pU6ewYMECPHjwAHv37lU+j4+Px44dO9CrV68s+/Tu3RsDBgzINd3cuLu7486dO9n2pczGjx+P27dv49ChQ3lua2RkhICAAISHhwNICy7DwsI0tomPj4e7uzuaNWsGMzMzZVowkggODoa3tzfs7e0xcOBAPH/+HABgZmYGlUqFGTNmwMPDA2ZmZrCxscGjR4+UdPfv3w8nJyf4+/vDysoKFy5cyLa9t2zZAkNDQ433hWV27949Ja1hw4bhyy+/BAC8evUKbm5u8Pf3x4gRI/D+++9n2Xf+/PlYsmQJ4uLiYGdnhxUrVmDSpElQqVRwcXGBv78/dHV18euvv4Ikli5dinHjxmH69OmwsbHBlStXAADbtm1DzZo10b17d3zxxRd47733UKdOHezevRuhoaHo3r079PT0sGnTpjzbJT+ioqJgbW0Nd3d3uLq6ZnsDYMaMGWjevDmcnZ3x0Ucfwc/PD9WrV3+jfBMSEmBoaAgg7f1HM2fOhJubG/z8/GBvb4+7d+/muv/GjRvh7u6u9IvM4760jPkffvgB0dHRGDx4cJZ1vXr1QmpqqnLjwMjICAsWLMCuXbuUtDZs2IAKFSoo+6hUKowYMQLffPMNXr58CSDthoqJiUm2NxeFEEKI/JK4SeImoPR8h8pI4iaJmyRukrhJ4iYhhBBCiBJW0D/BjYmJYatWrQiA+vr6DAwMZFxcHMm06Yk6deqkMW3KwIED6e7uTvKfqWIiIyNJksnJyRrTS6WmprJ27dp0dXVlTEwMmzRpwqioKM6YMYODBw8mmTblDQD+9ttv3LdvH/v27avk5e3trUwp9vvvv7NNmzbZTl31zTffEAC//fbbHI/z2bNnNDEx4ebNm0mSSUlJfPfdd7lgwQKS5IsXLwiAvr6+TE5O5u3bt1mmTBn+9NNPShrGxsYMDQ1VljNP2/X9999rTJnl4OBAb29vkuTu3bsJgI8fP85zaq3w8HBWqlSJ9+7dI0neunVLo14//fRTGhoakkyb2gYAr1y5ouybOe3mzZszMDBQ2VetVueYNzJND7Z8+XJWrFiRN2/e5PTp0+nt7c179+6xatWqPH78OEkyPj6ehoaG3LZtG0ny6tWrBKBMU3Xq1CkC4PTp05mSksKYmBiWLVtWo24zO3LkCOfOncvU1FQ2aNCAAwYMUNalp7dkyZIc909nbGxMPz+/HNfPmjWLFStWpKenJwcMGKDRn9OFhoZqTNuV7vfffycAfv7553mW49ChQ6xZsyYB0NTUlCEhIXz16pWy3sLCgt27d+eTJ0/46tUrmpqacsaMGSTJiIgIAuC1a9dIprVnSEgIybQxV6tWLaV9k5KS2Lt3bw4cOJAk+dtvv7F169ZMSUkhSS5ZsoTt2rVT8s3c3iEhIRp9OuO0XampqWzfvj0jIiJIkn///Te1tLR44cIFrly5klOmTFHKMGzYsGzrIbup7tq3b8/+/fvz2bNnNDU15cmTJ7lixQq2bNmSL1++JEnu3LmTBgYGfPLkCUkyICCABgYGSr93c3NjtWrVlGmf5s+fz3r16uXYHult6uDgoEzDNXr0aKrVao3x8/LlSzZt2lRjyrXu3btrTNuV7syZMyxTpgxtbW1zzDcnkZGRGtN2bdiwgeXKlePPP/9MMm26KktLS2X7hQsX0szMjElJSdnun5CQwDp16ijbf/755zlOMVfSY37+/PkEkONUkdWqVWO/fv1IkhcvXmT9+vUJgCYmJpw/fz4TEhI06nH06NG8cOECAXD79u0kyeDgYF68eJF+fn4FmmpRCCGEICVukrhJU0l/h0oncZPETRI3SdxEStwkhBBCCFHSCvyXtIaGhjh79iy2bt2KVq1aYe7cuWjdujWioqLw66+/4sSJE7C3t1e2t7GxwcqVK5GUlJTl6brM06GoVCpUqFABHTp0gKGhIf78808YGRlhyZIl6N+/PwCgYcOG8PPzQ4MGDbB8+XLcv38fXl5e8PLywp07d5QnrFu0aIHz58+jW7duWY4h/cnA5OTkHI9z3759uHv3LmxsbACkTXNjbW2N5cuXAwB0dHQAAH379oW2tjbq168PAwMDREdH57su09MAgAcPHmDTpk3KcZqbmyMgIAC6urp5pvPJJ5+gT58+0NfXBwAYGxtrrB83bhz27NkDIO0J3Yz/ZmfTpk3w9PREUlISHj16lOu2mVWsWBF6enpo0KABPv74YyxcuBDr169H9erV0alTJwBA5cqVYWlpqdRluXLlAEB5Mtvc3BxA2tOdWlpaMDQ0RN26dZUnnrOzdu1ajBw5EiqVCg4ODvj++++VcuenvV9HlSpVsHjxYnz77bfZ9q+c8P+nq8vryXYA6N69O27cuIGFCxcCAFxcXNCzZ0+kpKQo23Tt2hW6urooW7Ys2rVrp9RP27ZtER4ejkaNGiE2NhYqlUqpC21tbVSqVAmNGzcGkNavPTw8sGfPHvz1118ICQnBs2fPMGXKFHh5eeHXX39F+fLlcyxnxj6c2enTp3H69GmsW7cOXl5emD17NtRqNe7evYtKlSph/fr1CAkJQUJCgvKkeH5UrFgR5ubmqFChAi5duoSOHTti6dKlsLGxUfqSlZUVHj58iF27dgFI62NNmjRBs2bNAKT1sapVqyrTPpmbm+fav9KtWrUKa9euVf4bPXq0xvodO3bgzz//xJgxY5TPcppurXbt2jA0NMTevXtx48aNfB9/RkuXLsWYMWNw+PBh/Pbbb7CwsABJLFu2DCNGjFC2s7Gxwfnz53Hs2LFs0ylTpgwSEhLg4uKCS5cuwdXVFW3bts1XGUpqzOdES0tLuQ60bNkSV65cwapVq1CnTh34+vrC3Nwc8fHxGvu0atUKrVq1Up4kv3z5Mlq2bPnaeQshhBAZSdwkcVNuJG7KmcRNEjdlJHGTxE1CCCGEEP9GBZ6L5Ndff4W5uTlsbW1ha2uL/fv3Y8CAAfjqq6/QqlUrAEDNmjWV7fX19ZGUlIT79+8XKL+4uDjEx8ejVq1aANICvXnz5gFIm1qla9euWLx48Wul2bRpUwBQpvXJzo0bN1ClShXlnSpA2rHExMSAZLbvQFGpVAV+b9TNmzdBUjlOQ0NDzJ07N1/7RkVFoU+fPjmur1y5Mg4ePIiVK1figw8+AIBcy1mhQgXMnDkTtWrVQnJy8hu/C+vGjRsafQJIq8v06doyy6lucwrSExIScPToUaW+njx5gtTUVGzYsAE+Pj5o3LgxtLS0cm3vgtDS0oKDg4MSOOUl/UaUqalprtv99ddfePHiBerXrw9vb294eXnB398f8+fPx6FDh7Kdfixj3ytbtixiY2Ph5OQEc3NzlC9fPtc2rFevHoC0aepu3bqFRo0avfaYys6tW7cAAEFBQahTp47GOpK4evUqAgMDMWXKFAQGBr7Re80y97EyZcqgRo0aOd78y9zH3mTsZhQVFYVq1aqhcuXKuW5HEp6envjxxx/Rt29fODk5ITw8PN/vVkrn4eGRZezfv38fiYmJWc7DAHKsDx0dHezZswfe3t746quv0KNHD2zZsgWVKlV6rfKkK8oxnz5+YmJistwQeP78OR49egRTU1MkJiYiKioKzZs3x/jx4zF+/Hh8+eWXcHd3x9atWzFhwgSNfUeOHImgoCDs379fuUkihBBCvAmJmyRuel0SN6WRuOkfEjdJ3JSRxE1CCCGEEP8eBf5LWkdHR40vgP3794epqSmSk5NRt25dANC4sXD//n1UrFgRBgYG0NJ6/Wxr1aoFHR0d3Lx5M8s6IyMjXLhwQeOzx48f55mmmZkZWrZsiZUrV+LVq1ca616+fIng4GDUrVsXjx8/Vt61kX4sjRs3fu2AID/S34mS3XGmyykYatiwIf7+++8c95s4cSL27duHL7/8EsOHD8817UePHkGtVqNt27YIDg4ulKci69atm+Vm0/3799GkSZM3ThsAwsLCMHPmTISEhCAkJARbtmxBjx49lHe51KxZE3369MHWrVvx8OHDLPunv2sqJ1evXlWeZM3MyckJBgYG2LhxIy5evJhrOnv37kXjxo3Rs2fPXLf7448/8PHHHyvLKpUKPj4+APL3VPuaNWvg4uKCTz/9FG5ubqhSpUqu26e3jZGREYyMjHDp0iWNvpafMZUdIyMjANAYoyTx9OlT/PHHH/jwww8RGxuLlStXYs6cOW90MyhzH0tJScHDhw8LrY/lV8OGDZGQkJBnO82fPx9WVlZo3Lgxli1bhl9++QVfffVVoZShevXq0NHRyXIeBpBjfdy/fx+tWrXC+fPnce7cOTx9+hSff/55gctQlGO+Z8+eqF+/Pnbu3Jll3Y4dO6ClpQVHR0fExcXBy8tLY72rqysqV66stE9qaqryVxYjRoxAcnIyXF1dNf6qSQghhCgoiZskbnpdEjelkbhJ4qZ0EjcVnMRNQgghhBClW4F/pL18+TJmzJihLMfHx+PBgwews7NDly5doFarsWnTJmV9WFgYJk2aBC0tLdSuXVt5WhX454nRjFMRkdQIdLS0tDBy5Eh8+eWXSqB47NgxbNiwAePHj8eJEydw4MABAGlBkbe3t1LOtm3bZvsEokqlwtdff40HDx7A1tYWiYmJyrFMnjwZgwcPho2NDerXr4+wsDAAaUHejh07MHnyZKWcGf/NWP6cjiW75fR/DQ0N8cEHH+Czzz7D8+fPAQDbtm3DTz/9pEyNdPv27awNAmDChAnYt28fHj16BCDtCen0MgPAuXPn0KJFC2hpaeH69esAoNxkyZx2ZGQknjx5otxkuH79epYbMtmVP6djTC9fQkICDh8+rJRv//79r1WX2S0DacHCV199BSsrK43Px40bh8uXLyvTFC1duhTly5fHwIEDERcXp9SBv78/LCwslP1SUlKQlJSkkZaPj4/yWUpKitI+6ZKSkvDxxx8r/Tj9ZlzG7Y4ePYq9e/ciLCxM+SuD4cOHY8qUKVmOCQBWr16t9Gsg7YZHgwYN0KVLF6Uucqqfc+fOQV9fH3p6ekhMTERsbGyWNrx7967y/1u3bsW4ceNgaGgIJycn3LlzByEhIUodeXp64sWLF/lq74zLarUapqam+Pjjj5WbdiEhITh58iQWLlyI48ePo1y5cnBwcECLFi1QsWLFLPWQ03Fm/szHxwfbt29X8tm1axfq1KmDQYMG5VlfeX0G5Dz1W3qbp//br18/6Ovra5wDM998OHbsGP73v/8pU3tZWlqiZ8+e8PX1VcZnXFwcOnTogK1bt2Zbnsx9LSMdHR1MnjwZmzdvVo4nLCwMHTt2RIcOHbIt9+XLl5WbbmZmZhg5cmS2T7WXhjFfrlw5rFu3Dtu3b0dERITy+V9//YWPPvoIn3zyifLU+MGDBzVu4sTExEBHR0c5X0RHRyvnvvr166NLly7o0KEDatSoASCtvTNen4QQQojXIXGTxE3ZlT+nY0wvn8RNEjcBEjcBEjfllE5+lgGJm4QQQgghSj0WkKmpKSdPnsyBAwdywoQJtLe3508//aSsv3fvHkeOHEkfHx+OGjWKnp6efPnypbL+k08+Ybt27fjRRx9x06ZN1NbWZocOHXj16lXOmzeP2traNDMz4/bt25V9nj59SicnJzZp0oT9+/fnggULmJqaSpJctmwZjY2NaWFhwXHjxvGvv/4iSUZERLBq1arctWtXjsdy8eJFDhw4kIaGhuzatSttbGx45swZZf3169dpY2NDf39/Dhs2jMHBwUq+7u7uBMAuXbrw+vXrnDNnDrW1tWlubs7ff/9dOZbWrVvzm2++4W+//Ua1Wk0tLS3OmDGDkZGRtLS0JACOGTNGqbuhQ4eyWbNmtLa25po1a0iSz58/Z/v27WlgYEBHR0c+f/48y7F88cUXVKvVDAoK4uLFi6mlpUVzc3MeOXKE69evZ61atTh48GBu3LiRI0aMYIsWLXjmzJksaSckJHDIkCE0MTGhs7MzDx48SH19fQ4fPjxLnhnr4IcffuDFixeVY/Tw8ODDhw+VbX/99VcOHjyYAQEBHDRoEFeuXKm07YgRIwiAAwYM4IMHD+jp6UkA7NmzJ6Ojo5W6bNu2Lc+ePaukee3aNXbv3p0AaGdnx99++40kefbsWQ4ZMoQAaGhoyC1btpAkb9++TQcHBxoaGrJz5860srLijz/+SJJ88OABJ0yYQJVKxVq1atHd3Z1TpkxR2mjRokWcO3cuDQ0NlfxmzZrF6dOn87333iMAnjt3jps3b2bLli0JgD169GBwcDBnz55NX19f3r17V6P+zM3NOXTo0Cz1Gh4ezsGDB3P48OG0tbWlq6srR48ezRs3bpAk16xZwypVqtDY2JgHDx7ktm3baGBgQH19fe7evZvnz59nw4YN2aVLFwYHB3PhwoXU19fnxo0bSZLGxsZs3749fX196ebmRk9PT40+tW3bNjZu3JhqtZr29va8du1atu197tw5qtVqqlQqzpw5kz///DObN2/OChUqcPny5STJqKgoWlpaslGjRrS2tua6detIks7Ozsr5YerUqVy1alWWesjYnyZNmsS4uDjl2Bs2bKj0IZJMTU3lokWL6OjoSG9vb1pZWfH3338nSR4+fJjNmzdn+fLluXjxYl6+fJlqtZra2tqcM2cOo6Oj2adPHwLguHHjlDGebuvWrUqb9unTh1evXiVJrlu3js2aNSMADho0SGmf3377jZ07d6aLiwvnz5/Pzp07U1dXl/Pnz6enpycrVqxIU1NT5dwUGhrK1q1bEwDr1avHpUuXMioqirVq1eKSJUuy1Mvp06eVfqlWq5X+ndGrV68YGBjIiRMn0sPDg0OHDmVMTAxJ8sCBA8r+pqamXLNmDcPDw9mnTx+OHj2a06dP56RJk5iQkJAl3ZIe8xmdP3+ew4YNo4ODA8eMGcP+/ftz9+7dyvrIyEhaWFhw7NixHDp0KJ2dneng4KCkt3btWjZo0IAAOHjwYN6+fZtfffUV9+7dy9TUVPr7+7N27doEwNGjR2cZv0IIIUReJG6SuCldSX+HkrhJ4qZ0EjdpkrhJ4iYhhBBCiJKiIgvhRSJCiLeOiYkJZs+erTyRLIQQQgghhBBCk8RNQgghhBBCiKJS4OmOhRBvN5LZTvckhBBCCCGEECKNxE1CCCGEEEKIoiI/0grxH+Tn54c7d+5gwYIFCA0NLeniCCGEEEIIIUSpI3GTEEIIIYQQoijJdMdCCCGEEEIIIYQQQgghhBBCCFGM5C9phRBCCCGEEEIIIYQQQgghhBCiGMmPtEIIIYQQQgghhBBCCCGEEEIIUYzkR1ohhBBCCCGEEEIIIYQQQgghhChG8iOtEEIIIYQQQgghhBBCCCGEEEIUI/mRVgghhBBCCCGEEEIIIYQQQgghipH8SCuEEEIIIYQQQgghhBBCCCGEEMVIfqQVQgghhBBCCCGEEEIIIYQQQohiJD/SCiGEEEIIIYQQQgghhBBCCCFEMfo/fEa+g87/pv0AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rcParams[\"font.family\"] = \"Georgia\"\n", + "\n", + "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", + "\n", + "df = (\n", + " acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + " .sjoin(palestine_adm1)\n", + " .groupby([\"latitude\", \"longitude\", \"ADM1_EN\"])[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "df.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)\n", + "df = df[df[\"ADM1_EN\"] == \"Gaza Strip\"]\n", + "df = convert_to_gdf(df)\n", + "\n", + "for id, ax in enumerate(axs):\n", + " palestine_adm1[palestine_adm1[\"ADM1_EN\"] == \"Gaza Strip\"].boundary.plot(\n", + " ax=ax, linewidth=0.8, color=\"lightgrey\"\n", + " )\n", + "\n", + " health_poi.plot(color=\"blue\", ax=axs[0], alpha=0.3, legend=True)\n", + " places_of_economy_poi.plot(color=\"purple\", ax=axs[1], alpha=0.3, legend=True)\n", + "\n", + " df.plot(column=\"nrEvents\", cmap=\"Reds\", ax=ax, markersize=\"fatalities\")\n", + "\n", + " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", + " norm = plt.Normalize(vmin=df[\"nrEvents\"].min(), vmax=df[\"nrEvents\"].max())\n", + " cbar = fig.colorbar(\n", + " plt.cm.ScalarMappable(norm=norm, cmap=\"Reds\"),\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.02,\n", + " aspect=200,\n", + " cax=cax,\n", + " )\n", + " cbar.set_label(\"Number of events\", rotation=0, labelpad=10)\n", + "\n", + " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", + " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", + " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", + " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", + "\n", + " ax.axis(\"off\")\n", + "\n", + " axs[0].set_title(\"Number of conflict events and healthcare locations\")\n", + " axs[1].set_title(\"Number of conflict events with locations of economic activity\")\n", + "\n", + " if id == 0:\n", + " subtitle_add_on = health\n", + " else:\n", + " subtitle_add_on = places_of_economy\n", + "\n", + " subtitle = f\"Points show locations of {subtitle_add_on} \\n Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM\"\n", + "\n", + " ax.text(\n", + " 0,\n", + " 0,\n", + " subtitle,\n", + " ha=\"left\",\n", + " va=\"center\",\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " color=\"black\",\n", + " weight=\"normal\",\n", + " )\n", + "\n", + "plt.savefig(\"../../docs/images/conflict_on_poi1.png\");" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rcParams[\"font.family\"] = \"Georgia\"\n", + "\n", + "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", + "\n", + "df = (\n", + " acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + " .sjoin(palestine_adm1)\n", + " .groupby([\"latitude\", \"longitude\", \"ADM1_EN\"])[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "df.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)\n", + "df = df[df[\"ADM1_EN\"] == \"Gaza Strip\"]\n", + "df = convert_to_gdf(df)\n", + "\n", + "for id, ax in enumerate(axs):\n", + " palestine_adm1[palestine_adm1[\"ADM1_EN\"] == \"Gaza Strip\"].boundary.plot(\n", + " ax=ax, linewidth=0.8, color=\"lightgrey\"\n", + " )\n", + "\n", + " schools_poi.plot(color=\"blue\", ax=axs[0], alpha=0.3, legend=True)\n", + " financial_services_poi.plot(color=\"purple\", ax=axs[1], alpha=0.3, legend=True)\n", + "\n", + " df.plot(column=\"nrEvents\", cmap=\"Reds\", ax=ax, markersize=\"fatalities\")\n", + "\n", + " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", + " norm = plt.Normalize(vmin=df[\"nrEvents\"].min(), vmax=df[\"nrEvents\"].max())\n", + " cbar = fig.colorbar(\n", + " plt.cm.ScalarMappable(norm=norm, cmap=\"Reds\"),\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.02,\n", + " aspect=200,\n", + " cax=cax,\n", + " )\n", + " cbar.set_label(\"Number of events\", rotation=0, labelpad=10)\n", + "\n", + " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", + " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", + " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", + " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", + "\n", + " ax.axis(\"off\")\n", + "\n", + " axs[0].set_title(\"Number of conflict events and educational locations\")\n", + " axs[1].set_title(\"Number of conflict events with locations of financial activity\")\n", + "\n", + " if id == 0:\n", + " subtitle_add_on = education\n", + " else:\n", + " subtitle_add_on = financial_services\n", + "\n", + " subtitle = f\"Points show locations of {subtitle_add_on} \\n Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM\"\n", + "\n", + " ax.text(\n", + " 0,\n", + " 0,\n", + " subtitle,\n", + " ha=\"left\",\n", + " va=\"center\",\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " color=\"black\",\n", + " weight=\"normal\",\n", + " )\n", + "\n", + "plt.savefig(\"../../docs/images/conflict_on_poi2.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "roads = gpd.read_file(\n", + " \"../../data/hotosm_pse_points_of_interest_points_shp/pse_trs_roads_osm/pse_trs_roads_osm.shp\"\n", + ")\n", + "streets = gpd.read_file(\n", + " \"../../data/hotosm_pse_points_of_interest_points_shp/pse_trs_streets_osm/pse_trs_streets_osm.shp\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "waterways = gpd.read_file(\n", + " \"../../data/hotosm_pse_points_of_interest_points_shp/hotosm_pse_waterways_lines_shp/hotosm_pse_waterways_lines.shp\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rcParams[\"font.family\"] = \"Georgia\"\n", + "\n", + "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", + "\n", + "df = (\n", + " acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + " .sjoin(palestine_adm1)\n", + " .groupby([\"latitude\", \"longitude\", \"ADM1_EN\"])[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "df.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)\n", + "df = df[df[\"ADM1_EN\"] == \"Gaza Strip\"]\n", + "df = convert_to_gdf(df)\n", + "\n", + "for ax in axs:\n", + " palestine_adm1[palestine_adm1[\"ADM1_EN\"] == \"Gaza Strip\"].boundary.plot(\n", + " ax=ax, linewidth=0.8, color=\"lightgrey\"\n", + " )\n", + "\n", + " roads.sjoin(gaza).plot(color=\"grey\", ax=axs[0])\n", + " streets.sjoin(gaza).plot(color=\"#f2f2f2\", ax=axs[0])\n", + " waterways.sjoin(gaza).plot(color=\"blue\", ax=axs[1], alpha=0.3, legend=True)\n", + "\n", + " df.plot(column=\"nrEvents\", cmap=\"Reds\", ax=ax, markersize=\"fatalities\")\n", + "\n", + " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", + " norm = plt.Normalize(vmin=df[\"nrEvents\"].min(), vmax=df[\"nrEvents\"].max())\n", + " cbar = fig.colorbar(\n", + " plt.cm.ScalarMappable(norm=norm, cmap=\"Reds\"),\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.02,\n", + " aspect=200,\n", + " cax=cax,\n", + " )\n", + " cbar.set_label(\"Number of events\", rotation=0, labelpad=10)\n", + "\n", + " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", + " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", + " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", + " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", + "\n", + " ax.axis(\"off\")\n", + "\n", + " axs[0].set_title(\"Road and Street Network in Palestine\")\n", + " axs[1].set_title(\"Waterways in Palestine\")\n", + "\n", + " subtitle = \"Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM\"\n", + "\n", + " ax.text(\n", + " 0,\n", + " 0,\n", + " subtitle,\n", + " ha=\"left\",\n", + " va=\"center\",\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " color=\"black\",\n", + " weight=\"normal\",\n", + " )\n", + "\n", + "plt.savefig(\"../../docs/images/conflict_on_poi3.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rcParams[\"font.family\"] = \"Georgia\"\n", + "\n", + "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", + "\n", + "df = (\n", + " acled[acled[\"event_date\"] >= \"2023-10-07\"]\n", + " .sjoin(palestine_adm1)\n", + " .groupby([\"latitude\", \"longitude\", \"ADM1_EN\"])[\"fatalities\"]\n", + " .agg([\"sum\", \"count\"])\n", + " .reset_index()\n", + ")\n", + "df.rename(columns={\"sum\": \"fatalities\", \"count\": \"nrEvents\"}, inplace=True)\n", + "df = df[df[\"ADM1_EN\"] == \"Gaza Strip\"]\n", + "df = convert_to_gdf(df)\n", + "\n", + "for id, ax in enumerate(axs):\n", + " palestine_adm1[palestine_adm1[\"ADM1_EN\"] == \"Gaza Strip\"].boundary.plot(\n", + " ax=ax, linewidth=0.8, color=\"lightgrey\"\n", + " )\n", + "\n", + " essential_services_poi.plot(color=\"blue\", ax=axs[0], alpha=0.3, legend=True)\n", + " refugee_locations_poi.plot(color=\"purple\", ax=axs[1], alpha=0.3, legend=True)\n", + "\n", + " df.plot(column=\"nrEvents\", cmap=\"Reds\", ax=ax, markersize=\"fatalities\")\n", + "\n", + " cax = fig.add_axes([0.3, 0.3, 0.15, 0.02])\n", + " norm = plt.Normalize(vmin=df[\"nrEvents\"].min(), vmax=df[\"nrEvents\"].max())\n", + " cbar = fig.colorbar(\n", + " plt.cm.ScalarMappable(norm=norm, cmap=\"Reds\"),\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.02,\n", + " aspect=200,\n", + " cax=cax,\n", + " )\n", + " cbar.set_label(\"Number of events\", rotation=0, labelpad=10)\n", + "\n", + " # cax = fig.add_axes([0.6, 0.4, 0.15, 0.02])\n", + " # norm = plt.Normalize(vmin=population_gaza['Z'].min(), vmax=population_gaza['Z'].max())\n", + " # cbar = fig.colorbar(plt.cm.ScalarMappable(norm=norm, cmap='viridis'), ax=ax, orientation='horizontal', pad=0.02, aspect = 200, cax=cax)\n", + " # cbar.set_label('Population Density', rotation=0, labelpad=10)\n", + "\n", + " ax.axis(\"off\")\n", + "\n", + " axs[0].set_title(\"Number of conflict events and locations of essential services\")\n", + " axs[1].set_title(\"Number of conflict events with locations of refugee camps\")\n", + "\n", + " if id == 0:\n", + " subtitle_add_on = essential_services\n", + " else:\n", + " subtitle_add_on = refugee_locations\n", + "\n", + " subtitle = f\"Points show locations of {subtitle_add_on} \\n Number of fatalities is on the marker size while color is showing number of conflict events. \\n Source: Conflict data from ACLED. Shapefiles from HdX. PoIs from OSM\"\n", + "\n", + " ax.text(\n", + " 0,\n", + " 0,\n", + " subtitle,\n", + " ha=\"left\",\n", + " va=\"center\",\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " color=\"black\",\n", + " weight=\"normal\",\n", + " )\n", + "\n", + "plt.savefig(\"../../docs/images/conflict_on_poi4.png\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/damage-assessment/README.md b/notebooks/damage-assessment/README.md index 94db20c..0c9cf01 100644 --- a/notebooks/damage-assessment/README.md +++ b/notebooks/damage-assessment/README.md @@ -33,12 +33,12 @@ We have employed all the Copernicus [Sentinel-1](https://sentinels.copernicus.eu ```{figure} ../../docs/images/damage-assessment-calendar.png --- --- -Calendar with Copernicus Sentinel-1 acquisition dates after the war started on past 7th October 2023 until 9th January 2023. +Calendar with Copernicus Sentinel-1 acquisition dates after the war started on past 7th October 2023 until 9th January 2023. ``` ### 2. Change detection based on time series statistics -For the time series change detection, we have computed all the data pre-war September 2022 until end September 2023 to compute the statistics in non-war situation, and to use those statistics to classify the newer data acquired during the war period October 2023 until the present time with pixels for which had been detected a change (potentially attributable to war damage) using anomaly detection method with different thresholds (i.e. 3 sigma rule and 2.5 sigma rule). +For the time series change detection, we have computed all the data pre-war September 2022 until end September 2023 to compute the statistics in non-war situation, and to use those statistics to classify the newer data acquired during the war period October 2023 until the present time with pixels for which had been detected a change (potentially attributable to war damage) using anomaly detection method with different thresholds (i.e. 3 sigma rule and 2.5 sigma rule). The 3-sigma rule is more conservative and provides more conservative results with false alarms regarding the change detections. 3-sigma rule considers as anomaly values that are lower than the average minus 3 times their standard deviation which it means that are lower than the 99.6% of the value’s normal distribution (measured in non-war conditions) or are included in the 0.15% of possible values, and hence, detected as anomalous. Similarly happens for the 2.5 sigma rule, which pixels are considered as anomaly the ones being the 0.65%. This 2.5 sigma rule may increase some more false alarms, while the 3 sigma rule is considered more conservative anomaly detection rule. See example of this empirical rule below. @@ -70,7 +70,7 @@ For the final assessment of infrastructural damage, in roads, points of interest ## Limitations ```{important} -The following damage assessment maps are based on preliminary estimates and have not been verified through field survey or satellite imagery. They do not reflect the final estimations by the [World Bank](https://www.worldbank.org/en/country/westbankandgaza). The project team is currently working on procuring high resolution imagery to verify whether the buildings identified as damaged have collapsed or experienced impact. +The following damage assessment maps are based on preliminary estimates and have not been verified through field survey or satellite imagery. They do not reflect the final estimations by the [World Bank](https://www.worldbank.org/en/country/westbankandgaza). The project team is currently working on procuring high resolution imagery to verify whether the buildings identified as damaged have collapsed or experienced impact. ``` ```{caution} @@ -83,13 +83,13 @@ Using OpenStreetMap (OSM) and Interferometric Synthetic Aperture Radar (InSAR) f - **Temporal Limitations:** - **Data Timeliness:** OSM data might not be up to date due to infrequent updates or changes in the landscape that haven't been reflected yet. - **InSAR Timing:** InSAR data might not capture the most recent changes or damages, especially in rapidly evolving situations where damage continues to occur after the data collection period. - + - **Contextual Understanding:** - **Local Knowledge:** OSM data might lack contextual information crucial for assessing damages accurately, such as the original state of buildings or variations in construction materials. - **Verification Challenges:** Verifying damages solely based on remote sensing data might lack the on-ground verification necessary for a comprehensive understanding of the situation. - **Conflict Data** -ACLED is a crowdsourced dataset and is higly likely that the numbers are underreported. ACLED keep changing their data based on local validation. +ACLED is a crowdsourced dataset and is higly likely that the numbers are underreported. ACLED keep changing their data based on local validation. ``` ## References diff --git a/notebooks/nighttime-lights/README.md b/notebooks/nighttime-lights/README.md index 3aa5b24..7e38d89 100644 --- a/notebooks/nighttime-lights/README.md +++ b/notebooks/nighttime-lights/README.md @@ -42,5 +42,3 @@ To address these assumptions and limitations, it is crucial to complement nightt :filter: docname in docnames :style: plain ``` - - diff --git a/notebooks/nighttime-lights/nighttime-lights-in-jordan.ipynb b/notebooks/nighttime-lights/nighttime-lights-in-jordan.ipynb index fcd431b..7b30084 100644 --- a/notebooks/nighttime-lights/nighttime-lights-in-jordan.ipynb +++ b/notebooks/nighttime-lights/nighttime-lights-in-jordan.ipynb @@ -40,11 +40,9 @@ "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "from blackmarble.bm_extract import bm_extract\n", - "from blackmarble.bm_raster import bm_raster\n", - "from bokeh.models import ColumnDataSource, HoverTool, Legend, Range1d, Span, Text, Title\n", + "from bokeh.models import HoverTool, Legend, Span, Title\n", "from bokeh.plotting import figure, output_notebook, show\n", "from gadm import GADMDownloader\n", - "from matplotlib.font_manager import get_font_names\n", "\n", "%load_ext autoreload\n", "%autoreload 2" @@ -1131,7 +1129,9 @@ ], "source": [ "JO_2 = (\n", - " VNP46A2.pivot_table(index=\"date\", columns=[\"NAME_2\"], values=[VAR]).resample(\"W\").mean()\n", + " VNP46A2.pivot_table(index=\"date\", columns=[\"NAME_2\"], values=[VAR])\n", + " .resample(\"W\")\n", + " .mean()\n", ")\n", "\n", "JO_1 = (\n", @@ -1560,7 +1560,7 @@ ")\n", "p.add_layout(\n", " Title(\n", - " text=f\"Weekly Adm2 Radiance Average\",\n", + " text=\"Weekly Adm2 Radiance Average\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", @@ -2043,7 +2043,7 @@ ")\n", "p.add_layout(\n", " Title(\n", - " text=f\"Monthly Adm2 Radiance (VNP46A2 and VNP46A3)\",\n", + " text=\"Monthly Adm2 Radiance (VNP46A2 and VNP46A3)\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", @@ -2095,7 +2095,7 @@ " )\n", " r.visible = False\n", " renderers.append(r)\n", - " \n", + "\n", "renderers[-1].visible = True\n", "\n", "p.legend.location = \"bottom_left\"\n", @@ -3027,7 +3027,7 @@ "p.xaxis.major_label_orientation = math.pi / 4\n", "p.add_layout(\n", " Title(\n", - " text=f\"Percent change (compared to 2022) in NTL radiance for each second-level administrative division\",\n", + " text=\"Percent change (compared to 2022) in NTL radiance for each second-level administrative division\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", @@ -3202,7 +3202,7 @@ "p.xaxis.major_label_orientation = math.pi / 4\n", "p.add_layout(\n", " Title(\n", - " text=f\"Percent change week over week in NTL radiance for each second-level administrative division\",\n", + " text=\"Percent change week over week in NTL radiance for each second-level administrative division\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", @@ -3334,7 +3334,7 @@ "sns.set_style(\"whitegrid\")\n", "\n", "fig, ax = plt.subplots(figsize=(10, 8))\n", - "fig.suptitle(f\"Jordan: Weekly Nighttime Lights (2022-2023)\", y=0.95)\n", + "fig.suptitle(\"Jordan: Weekly Nighttime Lights (2022-2023)\", y=0.95)\n", "\n", "JO_0.plot(ax=ax, marker=\"8\")\n", "ax.set_title(\"Weekly National Radiance Average\")\n", diff --git a/notebooks/nighttime-lights/nighttime-lights.ipynb b/notebooks/nighttime-lights/nighttime-lights.ipynb index 2472b78..d9dbb14 100644 --- a/notebooks/nighttime-lights/nighttime-lights.ipynb +++ b/notebooks/nighttime-lights/nighttime-lights.ipynb @@ -39,19 +39,11 @@ "import geopandas\n", "import pandas as pd\n", "from blackmarble.extract import bm_extract\n", - "from blackmarble.raster import bm_raster\n", "from bokeh.models import (\n", - " BasicTicker,\n", - " ColumnDataSource,\n", - " Div,\n", " HoverTool,\n", " Legend,\n", - " PrintfTickFormatter,\n", " Range1d,\n", " Span,\n", - " TabPanel,\n", - " Tabs,\n", - " Text,\n", " Title,\n", ")\n", "from bokeh.plotting import figure, output_notebook, show" @@ -12059,7 +12051,7 @@ ")\n", "p.add_layout(\n", " Title(\n", - " text=f\"Monthly NTL Radiance Average (VNP46A2 and VNP46A3) for each second-level administrative division\",\n", + " text=\"Monthly NTL Radiance Average (VNP46A2 and VNP46A3) for each second-level administrative division\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", @@ -12663,7 +12655,7 @@ "\n", " p.add_layout(\n", " Title(\n", - " text=f\"Weekly percent change (2022 baseline) in NTL radiance for each second-level administrative division\",\n", + " text=\"Weekly percent change (2022 baseline) in NTL radiance for each second-level administrative division\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", @@ -12875,7 +12867,7 @@ " )\n", " p.add_layout(\n", " Title(\n", - " text=f\"Weekly percent change (2022 baseline) in NTL radiance\",\n", + " text=\"Weekly percent change (2022 baseline) in NTL radiance\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", @@ -13158,7 +13150,7 @@ ")\n", "p.add_layout(\n", " Title(\n", - " text=f\"Weekly percent change week over week in NTL radiance for each second-level administrative division\",\n", + " text=\"Weekly percent change week over week in NTL radiance for each second-level administrative division\",\n", " text_font_size=\"12pt\",\n", " text_font_style=\"italic\",\n", " ),\n", diff --git a/notebooks/sample-indicators/health.ipynb b/notebooks/sample-indicators/health.ipynb index 29162fc..df8890a 100644 --- a/notebooks/sample-indicators/health.ipynb +++ b/notebooks/sample-indicators/health.ipynb @@ -19,11 +19,9 @@ "source": [ "import geopandas\n", "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "import pandas as pd\n", "from matplotlib.ticker import FuncFormatter\n", - "from palettable.cartocolors.qualitative import Prism_10, Vivid_10\n", - "from palettable.tableau import ColorBlind_10, TableauMedium_10\n", + "from palettable.tableau import TableauMedium_10\n", "\n", "%config InlineBackend.figure_formats = ['svg']\n", "%matplotlib inline" @@ -2033,10 +2031,12 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(10, 6))\n", - "plt.suptitle(\"Gaza: Percentage of Damaged Healthcare Locations\", y=1.01, fontsize=20, x=0.47)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Damaged Healthcare Locations\", y=1.01, fontsize=20, x=0.47\n", + ")\n", "\n", - "df.pivot_table(\"perc\", \"ADM2_EN\", \"type\")[['Health']].plot(\n", - " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend = False\n", + "df.pivot_table(\"perc\", \"ADM2_EN\", \"type\")[[\"Health\"]].plot(\n", + " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend=False\n", ")\n", "\n", "# Add labels and customization\n", @@ -2051,11 +2051,12 @@ "ax.yaxis.set_ticks_position(\"left\")\n", "ax.xaxis.set_ticks_position(\"bottom\")\n", "ax.grid(which=\"both\", linestyle=\"--\", linewidth=0.25, color=\"gray\", alpha=0.5)\n", - "#ax.legend(bbox_to_anchor=(1.01, 0.9))\n", + "# ax.legend(bbox_to_anchor=(1.01, 0.9))\n", "\n", "ax.set_title(\n", " \"Estimated percentage of damaged healthcare locations for each second-level administrative division\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", diff --git a/notebooks/sample-indicators/housing-and-community.ipynb b/notebooks/sample-indicators/housing-and-community.ipynb index 8530bab..40a6b0e 100644 --- a/notebooks/sample-indicators/housing-and-community.ipynb +++ b/notebooks/sample-indicators/housing-and-community.ipynb @@ -31,8 +31,8 @@ "import numpy as np\n", "import pandas as pd\n", "from matplotlib.ticker import FuncFormatter\n", - "from palettable.cartocolors.qualitative import Prism_10, Vivid_10\n", - "from palettable.tableau import ColorBlind_10, TableauMedium_10\n", + "from palettable.tableau import TableauMedium_10\n", + "\n", "%config InlineBackend.figure_formats = ['svg']\n", "%matplotlib inline" ] @@ -54,12 +54,14 @@ }, "outputs": [], "source": [ - "sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", + "sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", "summary_stats.reset_index(inplace=True)\n", - "summary_stats['ADM2_EN'] = pd.Categorical(summary_stats['ADM2_EN'], categories=sort_order, ordered=True)\n", - "summary_stats.sort_values(by='ADM2_EN', inplace=True)\n", - "summary_stats.rename(columns = {'ADM2_EN':'Governorate'}, inplace=True)\n", - "summary_stats.set_index('Governorate', inplace=True)" + "summary_stats[\"ADM2_EN\"] = pd.Categorical(\n", + " summary_stats[\"ADM2_EN\"], categories=sort_order, ordered=True\n", + ")\n", + "summary_stats.sort_values(by=\"ADM2_EN\", inplace=True)\n", + "summary_stats.rename(columns={\"ADM2_EN\": \"Governorate\"}, inplace=True)\n", + "summary_stats.set_index(\"Governorate\", inplace=True)" ] }, { @@ -224,7 +226,16 @@ } ], "source": [ - "summary_stats[['% Residential Buildings Damaged','% Population in Neighborhoods with Damaged Buildings', '% Places of Worship Damaged','% Places of Education Damaged','% Public Amenities Damaged', '% Residential Buildings without Observed Nighttime Lights']].style.background_gradient(cmap='viridis', axis=0).format(\"{:.0f}%\")" + "summary_stats[\n", + " [\n", + " \"% Residential Buildings Damaged\",\n", + " \"% Population in Neighborhoods with Damaged Buildings\",\n", + " \"% Places of Worship Damaged\",\n", + " \"% Places of Education Damaged\",\n", + " \"% Public Amenities Damaged\",\n", + " \"% Residential Buildings without Observed Nighttime Lights\",\n", + " ]\n", + "].style.background_gradient(cmap=\"viridis\", axis=0).format(\"{:.0f}%\")" ] }, { @@ -381,7 +392,15 @@ } ], "source": [ - "summary_stats[['Number of Residential Buildings Damaged', 'People in Neighborhoods with Damaged Buildings', 'Number of Places of Worship Damaged', 'Number of Places of Education Damaged','Number of Public Amenities Damaged' ]].style.background_gradient(cmap='viridis', axis=0).format(\"{:.0f}\")" + "summary_stats[\n", + " [\n", + " \"Number of Residential Buildings Damaged\",\n", + " \"People in Neighborhoods with Damaged Buildings\",\n", + " \"Number of Places of Worship Damaged\",\n", + " \"Number of Places of Education Damaged\",\n", + " \"Number of Public Amenities Damaged\",\n", + " ]\n", + "].style.background_gradient(cmap=\"viridis\", axis=0).format(\"{:.0f}\")" ] }, { @@ -450,9 +469,9 @@ " df = pd.merge(left, right, on=[\"ADM2_EN\", \"type\"]).reset_index()\n", " df[\"perc\"] = 100 * df[\"damaged\"] / df[\"total\"]\n", "\n", - " sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - " df['ADM2_EN'] = pd.Categorical(df['ADM2_EN'], categories=sort_order, ordered=True)\n", - " df.sort_values(by='ADM2_EN', inplace=True, ascending=False)\n", + " sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + " df[\"ADM2_EN\"] = pd.Categorical(df[\"ADM2_EN\"], categories=sort_order, ordered=True)\n", + " df.sort_values(by=\"ADM2_EN\", inplace=True, ascending=False)\n", "\n", " return df" ] @@ -467,13 +486,17 @@ }, "outputs": [], "source": [ - "residential = BUILDINGS_OSM[BUILDINGS_OSM['type'].isin(['house', 'apartments', 'residential', 'yes;house'])]\n", - "places_of_worship = BUILDINGS_OSM[BUILDINGS_OSM['type'].isin(['religious', 'mosque', 'church'])]\n", + "residential = BUILDINGS_OSM[\n", + " BUILDINGS_OSM[\"type\"].isin([\"house\", \"apartments\", \"residential\", \"yes;house\"])\n", + "]\n", + "places_of_worship = BUILDINGS_OSM[\n", + " BUILDINGS_OSM[\"type\"].isin([\"religious\", \"mosque\", \"church\"])\n", + "]\n", "\n", - "residential.loc[:,'type'] = 'residential'\n", + "residential.loc[:, \"type\"] = \"residential\"\n", "residential = get_damage_percentage(residential)\n", "\n", - "places_of_worship.loc[:,'type'] = 'places_of_worship'\n", + "places_of_worship.loc[:, \"type\"] = \"places_of_worship\"\n", "places_of_worship = get_damage_percentage(places_of_worship)" ] }, @@ -2641,25 +2664,37 @@ "source": [ "import math\n", "\n", - "absolute_damage_numbers = list(residential.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"residential\"])\n", + "absolute_damage_numbers = list(\n", + " residential.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(\n", + " by=\"ADM2_EN\", ascending=False\n", + " )[\"residential\"]\n", + ")\n", "\n", "fig, ax = plt.subplots(figsize=(12, 6))\n", - "plt.suptitle(\"Gaza: Percentage of Residential Buildings Damaged as of February 2nd 2024\", y=1.03, fontsize=20, x=0.57)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Residential Buildings Damaged as of February 2nd 2024\",\n", + " y=1.03,\n", + " fontsize=20,\n", + " x=0.57,\n", + ")\n", "\n", - "ax = residential.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[\n", - " [\"residential\"]\n", - "].sort_values(by='ADM2_EN', ascending = False).plot(kind=\"barh\", legend = False, ax=ax)\n", + "ax = (\n", + " residential.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[[\"residential\"]]\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(kind=\"barh\", legend=False, ax=ax)\n", + ")\n", "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute number) of residential buildings damaged in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Residential Buildings Damaged\", fontsize=12)\n", "\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", @@ -2670,15 +2705,19 @@ "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{:.0f}%\".format(y)))\n", "\n", "ax.grid(axis=\"x\", linestyle=\"--\", linewidth=0.25, color=\"gray\", alpha=0.5)\n", - "#ax.legend()\n", + "# ax.legend()\n", "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center')\n", + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )\n", "\n", "\n", "ax.text(\n", @@ -4961,20 +5000,33 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(14, 6))\n", - "plt.suptitle(\"Gaza: Percentage of Places of Worship Damaged as of February 2nd 2024\", y=0.99, fontsize=20, x=0.49)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Places of Worship Damaged as of February 2nd 2024\",\n", + " y=0.99,\n", + " fontsize=20,\n", + " x=0.49,\n", + ")\n", "\n", - "absolute_damage_numbers = list(places_of_worship.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"places_of_worship\"])\n", + "absolute_damage_numbers = list(\n", + " places_of_worship.pivot_table(\n", + " \"damaged\", \"ADM2_EN\", \"type\", observed=False\n", + " ).sort_values(by=\"ADM2_EN\", ascending=False)[\"places_of_worship\"]\n", + ")\n", "\n", "\n", - "ax = places_of_worship.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed = False)[\n", - " [\"places_of_worship\"]\n", - "].sort_values(by='ADM2_EN', ascending = False).plot(ax=ax, kind=\"barh\", legend = False)\n", + "ax = (\n", + " places_of_worship.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[\n", + " [\"places_of_worship\"]\n", + " ]\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(ax=ax, kind=\"barh\", legend=False)\n", + ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Places of Worship Damaged\", fontsize=12)\n", "\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", @@ -4985,11 +5037,12 @@ "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{:.0f}%\".format(y)))\n", "\n", "ax.grid(axis=\"x\", linestyle=\"--\", linewidth=0.25, color=\"gray\", alpha=0.5)\n", - "#ax.legend()\n", + "# ax.legend()\n", "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute number) of places of worship damaged in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -5005,11 +5058,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -5043,8 +5100,9 @@ "source": [ "from shapely.geometry import Point\n", "\n", + "\n", "def convert_to_gdf(df, X=None, Y=None):\n", - " if 'latitude' in df.columns:\n", + " if \"latitude\" in df.columns:\n", " geometry = [Point(xy) for xy in zip(df.longitude, df.latitude)]\n", " gdf = geopandas.GeoDataFrame(df, crs=\"EPSG:4326\", geometry=geometry)\n", " else:\n", @@ -5064,11 +5122,13 @@ }, "outputs": [], "source": [ - "POPULATION = pd.read_csv('../../data/population/pse_pd_2020_1km_UNadj_ASCII_XYZ/pse_pd_2020_1km_UNadj_ASCII_XYZ.csv')\n", - "POPULATION = convert_to_gdf(POPULATION, 'Y', 'X')\n", + "POPULATION = pd.read_csv(\n", + " \"../../data/population/pse_pd_2020_1km_UNadj_ASCII_XYZ/pse_pd_2020_1km_UNadj_ASCII_XYZ.csv\"\n", + ")\n", + "POPULATION = convert_to_gdf(POPULATION, \"Y\", \"X\")\n", "\n", "POPULATION = POPULATION.sjoin(GAZA)\n", - "POPULATION = POPULATION[POPULATION['ADM1_EN']=='Gaza Strip']" + "POPULATION = POPULATION[POPULATION[\"ADM1_EN\"] == \"Gaza Strip\"]" ] }, { @@ -5090,24 +5150,26 @@ } ], "source": [ - "import math\n", - "from shapely.geometry import Point, box\n", + "from shapely.geometry import box\n", + "\n", "\n", "# Function to create a 1 km^2 box around a point\n", "def create_square_km_box(point):\n", " lat, lon = point.y, point.x\n", " km_in_deg_lat = 1 / 111.32 # 1 km in degrees latitude\n", - " km_in_deg_lon = 1 / (111.32 * math.cos(math.radians(lat))) # 1 km in degrees longitude at this latitude\n", - " \n", + " km_in_deg_lon = 1 / (\n", + " 111.32 * math.cos(math.radians(lat))\n", + " ) # 1 km in degrees longitude at this latitude\n", + "\n", " # Define the bottom left and top right coordinates of the box\n", " bottom_left = (lon - km_in_deg_lon / 2, lat - km_in_deg_lat / 2)\n", " top_right = (lon + km_in_deg_lon / 2, lat + km_in_deg_lat / 2)\n", - " \n", + "\n", " # Create and return the box\n", " return box(*bottom_left, *top_right)\n", "\n", "\n", - "POPULATION['geometry'] = POPULATION['geometry'].apply(create_square_km_box)" + "POPULATION[\"geometry\"] = POPULATION[\"geometry\"].apply(create_square_km_box)" ] }, { @@ -5120,10 +5182,39 @@ }, "outputs": [], "source": [ - "#POPULATION.drop(columns = 'index_right', inplace=True)\n", - "#BUILDINGS_OSM.drop(columns = 'index_right', inplace=True)\n", - "population_impacted = POPULATION[['X', 'Y', 'Z', 'geometry', 'ADM2_EN', 'ADM2_PCODE', 'ADM1_EN',\n", - " 'ADM1_PCODE', 'ADM0_EN', 'ADM0_PCODE']].sjoin(BUILDINGS_OSM[BUILDINGS_OSM['type'].isin(['residential', 'house', 'apartments', 'yes;house'])][['osm_id', 'code', 'fclass', 'name', 'type', '_max', 'area','_landusefc', '_up7mean', 'geometry']])" + "# POPULATION.drop(columns = 'index_right', inplace=True)\n", + "# BUILDINGS_OSM.drop(columns = 'index_right', inplace=True)\n", + "population_impacted = POPULATION[\n", + " [\n", + " \"X\",\n", + " \"Y\",\n", + " \"Z\",\n", + " \"geometry\",\n", + " \"ADM2_EN\",\n", + " \"ADM2_PCODE\",\n", + " \"ADM1_EN\",\n", + " \"ADM1_PCODE\",\n", + " \"ADM0_EN\",\n", + " \"ADM0_PCODE\",\n", + " ]\n", + "].sjoin(\n", + " BUILDINGS_OSM[\n", + " BUILDINGS_OSM[\"type\"].isin([\"residential\", \"house\", \"apartments\", \"yes;house\"])\n", + " ][\n", + " [\n", + " \"osm_id\",\n", + " \"code\",\n", + " \"fclass\",\n", + " \"name\",\n", + " \"type\",\n", + " \"_max\",\n", + " \"area\",\n", + " \"_landusefc\",\n", + " \"_up7mean\",\n", + " \"geometry\",\n", + " ]\n", + " ]\n", + ")" ] }, { @@ -5136,26 +5227,46 @@ }, "outputs": [], "source": [ - "left = POPULATION[['X', 'Y', 'Z', 'ADM2_EN', 'ADM1_EN', 'ADM0_EN']]\n", + "left = POPULATION[[\"X\", \"Y\", \"Z\", \"ADM2_EN\", \"ADM1_EN\", \"ADM0_EN\"]]\n", "\n", "# Getting the average damage value for each point\n", - "right = population_impacted[['X', 'Y', 'Z', '_up7mean']].groupby(['X', 'Y', 'Z']).mean().reset_index()\n", + "right = (\n", + " population_impacted[[\"X\", \"Y\", \"Z\", \"_up7mean\"]]\n", + " .groupby([\"X\", \"Y\", \"Z\"])\n", + " .mean()\n", + " .reset_index()\n", + ")\n", "\n", - "population_impacted = left.merge(right, on = ['X', 'Y', 'Z'])\n", + "population_impacted = left.merge(right, on=[\"X\", \"Y\", \"Z\"])\n", "\n", "# Threshold for damage\n", - "population_impacted = population_impacted[population_impacted['_up7mean']>0.2]\n", + "population_impacted = population_impacted[population_impacted[\"_up7mean\"] > 0.2]\n", "\n", "# Grouping by admin region and getting people living in damaged regions\n", - "population_impacted = population_impacted.groupby(['ADM0_EN','ADM1_EN','ADM2_EN'])[['Z']].sum().reset_index()\n", - "population_impacted.rename(columns={'Z':'damage_population'}, inplace=True)\n", + "population_impacted = (\n", + " population_impacted.groupby([\"ADM0_EN\", \"ADM1_EN\", \"ADM2_EN\"])[[\"Z\"]]\n", + " .sum()\n", + " .reset_index()\n", + ")\n", + "population_impacted.rename(columns={\"Z\": \"damage_population\"}, inplace=True)\n", "\n", - "left = POPULATION[['X', 'Y', 'Z', 'ADM2_EN', 'ADM1_EN', 'ADM0_EN']].groupby(['ADM0_EN', 'ADM1_EN', 'ADM2_EN'])[['Z']].sum().reset_index()\n", - "left.rename(columns = {'Z':'total_population'}, inplace=True)\n", + "left = (\n", + " POPULATION[[\"X\", \"Y\", \"Z\", \"ADM2_EN\", \"ADM1_EN\", \"ADM0_EN\"]]\n", + " .groupby([\"ADM0_EN\", \"ADM1_EN\", \"ADM2_EN\"])[[\"Z\"]]\n", + " .sum()\n", + " .reset_index()\n", + ")\n", + "left.rename(columns={\"Z\": \"total_population\"}, inplace=True)\n", "\n", - "population_impacted = left.merge(population_impacted, on = ['ADM0_EN', 'ADM1_EN', 'ADM2_EN'])\n", + "population_impacted = left.merge(\n", + " population_impacted, on=[\"ADM0_EN\", \"ADM1_EN\", \"ADM2_EN\"]\n", + ")\n", "\n", - "population_impacted['perc'] = 100*population_impacted['damage_population']/population_impacted['total_population']" + "population_impacted[\"perc\"] = (\n", + " 100\n", + " * population_impacted[\"damage_population\"]\n", + " / population_impacted[\"total_population\"]\n", + ")" ] }, { @@ -5168,9 +5279,11 @@ }, "outputs": [], "source": [ - "sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - "population_impacted['ADM2_EN'] = pd.Categorical(population_impacted['ADM2_EN'], categories=sort_order, ordered=True)\n", - "population_impacted.sort_values(by='ADM2_EN', inplace=True)" + "sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + "population_impacted[\"ADM2_EN\"] = pd.Categorical(\n", + " population_impacted[\"ADM2_EN\"], categories=sort_order, ordered=True\n", + ")\n", + "population_impacted.sort_values(by=\"ADM2_EN\", inplace=True)" ] }, { @@ -7655,20 +7768,36 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(14, 6))\n", - "plt.suptitle(\"Gaza: Percentage People Living in Neighborhoods with Damaged Buildings as of February 2nd 2024\", y=0.99, fontsize=20, x=0.62)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage People Living in Neighborhoods with Damaged Buildings as of February 2nd 2024\",\n", + " y=0.99,\n", + " fontsize=20,\n", + " x=0.62,\n", + ")\n", "\n", - "absolute_damage_numbers = list(population_impacted.pivot_table( 'damage_population', 'ADM2_EN', observed=False).sort_values(by='ADM2_EN', ascending = False)['damage_population'])\n", + "absolute_damage_numbers = list(\n", + " population_impacted.pivot_table(\n", + " \"damage_population\", \"ADM2_EN\", observed=False\n", + " ).sort_values(by=\"ADM2_EN\", ascending=False)[\"damage_population\"]\n", + ")\n", "\n", "\n", - "ax=population_impacted[['ADM2_EN', 'perc']].pivot_table( 'perc', 'ADM2_EN', observed=False).sort_values(by='ADM2_EN', ascending = False).plot(\n", - " ax=ax, kind=\"barh\",legend = False #color=['#D62728', '#FF7F0E', '#9467BD', '#17BECF']\n", + "ax = (\n", + " population_impacted[[\"ADM2_EN\", \"perc\"]]\n", + " .pivot_table(\"perc\", \"ADM2_EN\", observed=False)\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(\n", + " ax=ax,\n", + " kind=\"barh\",\n", + " legend=False, # color=['#D62728', '#FF7F0E', '#9467BD', '#17BECF']\n", + " )\n", ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% People living in neighborhoods with damaged buildings\", fontsize=12)\n", - "#ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{}%\".format(y)))\n", + "# ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{}%\".format(y)))\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", "\n", @@ -7678,11 +7807,12 @@ "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{:.0f}%\".format(y)))\n", "ax.grid(which=\"both\", linestyle=\"--\", linewidth=0.25, color=\"gray\", alpha=0.5)\n", "\n", - "#ax.legend(bbox_to_anchor=(1.01, 0.9))\n", + "# ax.legend(bbox_to_anchor=(1.01, 0.9))\n", "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers) of people living in neighborhoods with damaged buildings in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -7698,11 +7828,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{absolute_damage_numbers[id] / 1_000:.0f}k',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{absolute_damage_numbers[id] / 1_000:.0f}k\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -7913,9 +8047,9 @@ }, "outputs": [], "source": [ - "sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - "df['ADM2_EN'] = pd.Categorical(df['ADM2_EN'], categories=sort_order, ordered=True)\n", - "df.sort_values(by='ADM2_EN', inplace=True)" + "sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + "df[\"ADM2_EN\"] = pd.Categorical(df[\"ADM2_EN\"], categories=sort_order, ordered=True)\n", + "df.sort_values(by=\"ADM2_EN\", inplace=True)" ] }, { @@ -7928,14 +8062,14 @@ }, "outputs": [], "source": [ - "education = df[df['type']=='Education']\n", + "education = df[df[\"type\"] == \"Education\"]\n", "# education = education.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[['Education']].sort_values(by='ADM2_EN', ascending = False)\n", - "education = education[['ADM2_EN', 'damaged', 'total', 'perc']]\n", + "education = education[[\"ADM2_EN\", \"damaged\", \"total\", \"perc\"]]\n", "\n", "\n", - "public_amenities = df[df['type']=='Education']\n", + "public_amenities = df[df[\"type\"] == \"Education\"]\n", "# education = education.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[['Education']].sort_values(by='ADM2_EN', ascending = False)\n", - "public_amenities = public_amenities[['ADM2_EN', 'damaged', 'total', 'perc']]" + "public_amenities = public_amenities[[\"ADM2_EN\", \"damaged\", \"total\", \"perc\"]]" ] }, { @@ -10148,20 +10282,31 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(12, 6), dpi=300)\n", - "plt.suptitle(\"Gaza: Percentage of Places of Education Damaged as of February 2nd 2024\", y=0.99, fontsize=20, x=0.56)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Places of Education Damaged as of February 2nd 2024\",\n", + " y=0.99,\n", + " fontsize=20,\n", + " x=0.56,\n", + ")\n", "\n", - "absolute_damage_numbers = list(df.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"Education\"])\n", + "absolute_damage_numbers = list(\n", + " df.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(\n", + " by=\"ADM2_EN\", ascending=False\n", + " )[\"Education\"]\n", + ")\n", "\n", "\n", - "ax = df.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[['Education']].sort_values(by='ADM2_EN', ascending = False).plot(\n", - " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend = False\n", + "ax = (\n", + " df.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[[\"Education\"]]\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend=False)\n", ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Places of Education Damaged\", fontsize=12)\n", "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{}%\".format(y)))\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", "\n", @@ -10173,7 +10318,8 @@ "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers) of places of education damaged in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -10189,11 +10335,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -12521,20 +12671,31 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(14, 6), dpi=300)\n", - "plt.suptitle(\"Gaza: Percentage of Public Amenities Damaged as of February 2nd 2024\", y=0.99, fontsize=20, x=0.49)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Public Amenities Damaged as of February 2nd 2024\",\n", + " y=0.99,\n", + " fontsize=20,\n", + " x=0.49,\n", + ")\n", "\n", - "absolute_damage_numbers = list(public_amenities.pivot_table(\"damaged\", \"ADM2_EN\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"damaged\"])\n", + "absolute_damage_numbers = list(\n", + " public_amenities.pivot_table(\"damaged\", \"ADM2_EN\", observed=False).sort_values(\n", + " by=\"ADM2_EN\", ascending=False\n", + " )[\"damaged\"]\n", + ")\n", "\n", "\n", - "ax = public_amenities.pivot_table(\"perc\", \"ADM2_EN\", observed=False)[['perc']].sort_values(by='ADM2_EN', ascending = False).plot(\n", - " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend = False\n", + "ax = (\n", + " public_amenities.pivot_table(\"perc\", \"ADM2_EN\", observed=False)[[\"perc\"]]\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend=False)\n", ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Public Amenities Damaged\", fontsize=12)\n", "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{:.0f}%\".format(y)))\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", "\n", @@ -12546,7 +12707,8 @@ "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers) of public amenities damaged in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -12562,11 +12724,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -14159,10 +14325,17 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(12, 6))\n", - "plt.suptitle(\"Gaza: Percentage of Residential Buildings without Observed Nighttime Lights\", y=1.01, fontsize=20, x=0.45)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Residential Buildings without Observed Nighttime Lights\",\n", + " y=1.01,\n", + " fontsize=20,\n", + " x=0.45,\n", + ")\n", "\n", - "data = pd.read_csv(\"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\")[['% residential buildings without electricity']].plot(\n", - " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors[1], legend = False\n", + "data = pd.read_csv(\n", + " \"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\"\n", + ")[[\"% residential buildings without electricity\"]].plot(\n", + " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors[1], legend=False\n", ")\n", "\n", "# Add labels and customization\n", @@ -14204,11 +14377,39 @@ }, "outputs": [], "source": [ - "#population_impacted.rename(columns = {'perc':'% Population in Neighborhoods with Damaged Buildings','damage_population':'People in Neighborhoods with Damaged Buildings'}, inplace=True)\n", - "residential.rename(columns = {'damaged':'Number of Residential Buildings Damaged', 'total':'residential_total', 'perc':'% Residential Buildings Damaged'}, inplace=True)\n", - "places_of_worship.rename(columns = {'damaged':'Number of Places of Worship Damaged', 'total':'places_of_worship_total', 'perc':'% Places of Worship Damaged'}, inplace=True)\n", - "education.rename(columns = {'damaged':'Number of Places of Education Damaged', 'total':'education_total', 'perc':'% Places of Education Damaged'}, inplace=True)\n", - "public_amenities.rename(columns = {'damaged':'Number of Public Amenities Damaged', 'total':'public_amenities_total', 'perc':'% Public Amenities Damaged'}, inplace=True)" + "# population_impacted.rename(columns = {'perc':'% Population in Neighborhoods with Damaged Buildings','damage_population':'People in Neighborhoods with Damaged Buildings'}, inplace=True)\n", + "residential.rename(\n", + " columns={\n", + " \"damaged\": \"Number of Residential Buildings Damaged\",\n", + " \"total\": \"residential_total\",\n", + " \"perc\": \"% Residential Buildings Damaged\",\n", + " },\n", + " inplace=True,\n", + ")\n", + "places_of_worship.rename(\n", + " columns={\n", + " \"damaged\": \"Number of Places of Worship Damaged\",\n", + " \"total\": \"places_of_worship_total\",\n", + " \"perc\": \"% Places of Worship Damaged\",\n", + " },\n", + " inplace=True,\n", + ")\n", + "education.rename(\n", + " columns={\n", + " \"damaged\": \"Number of Places of Education Damaged\",\n", + " \"total\": \"education_total\",\n", + " \"perc\": \"% Places of Education Damaged\",\n", + " },\n", + " inplace=True,\n", + ")\n", + "public_amenities.rename(\n", + " columns={\n", + " \"damaged\": \"Number of Public Amenities Damaged\",\n", + " \"total\": \"public_amenities_total\",\n", + " \"perc\": \"% Public Amenities Damaged\",\n", + " },\n", + " inplace=True,\n", + ")" ] }, { @@ -14221,8 +14422,15 @@ }, "outputs": [], "source": [ - "ntl = pd.read_csv(\"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\")[['% residential buildings without electricity']]\n", - "ntl.rename(columns = {'% residential buildings without electricity':'% Residential Buildings without Observed Nighttime Lights'}, inplace=True)" + "ntl = pd.read_csv(\n", + " \"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\"\n", + ")[[\"% residential buildings without electricity\"]]\n", + "ntl.rename(\n", + " columns={\n", + " \"% residential buildings without electricity\": \"% Residential Buildings without Observed Nighttime Lights\"\n", + " },\n", + " inplace=True,\n", + ")" ] }, { @@ -14236,7 +14444,7 @@ "outputs": [], "source": [ "ntl = ntl.reset_index()\n", - "ntl.rename(columns = {'name':'ADM2_EN'}, inplace=True)" + "ntl.rename(columns={\"name\": \"ADM2_EN\"}, inplace=True)" ] }, { @@ -14251,12 +14459,22 @@ "source": [ "from functools import reduce\n", "\n", - "summary_stats_list = [residential, places_of_worship, population_impacted, education, public_amenities, ntl]\n", - "summary_stats = reduce(lambda left, right: pd.merge(left, right, on='ADM2_EN', how='outer'), summary_stats_list)\n", + "summary_stats_list = [\n", + " residential,\n", + " places_of_worship,\n", + " population_impacted,\n", + " education,\n", + " public_amenities,\n", + " ntl,\n", + "]\n", + "summary_stats = reduce(\n", + " lambda left, right: pd.merge(left, right, on=\"ADM2_EN\", how=\"outer\"),\n", + " summary_stats_list,\n", + ")\n", "\n", - "summary_stats.drop(columns=['type_x', 'type_y'], inplace=True)\n", + "summary_stats.drop(columns=[\"type_x\", \"type_y\"], inplace=True)\n", "\n", - "summary_stats.set_index('ADM2_EN', inplace=True)\n" + "summary_stats.set_index(\"ADM2_EN\", inplace=True)" ] }, { @@ -14269,7 +14487,7 @@ }, "outputs": [], "source": [ - "summary_stats.to_csv('../../data/summary_stats_housing_community.csv')" + "summary_stats.to_csv(\"../../data/summary_stats_housing_community.csv\")" ] } ], diff --git a/notebooks/sample-indicators/industry-and-commerce.ipynb b/notebooks/sample-indicators/industry-and-commerce.ipynb index 3bb40ed..d506468 100644 --- a/notebooks/sample-indicators/industry-and-commerce.ipynb +++ b/notebooks/sample-indicators/industry-and-commerce.ipynb @@ -26,7 +26,6 @@ "import numpy as np\n", "import pandas as pd\n", "from matplotlib.ticker import FuncFormatter\n", - "from palettable.cartocolors.qualitative import Prism_10, Vivid_10\n", "from palettable.tableau import ColorBlind_10, TableauMedium_10\n", "\n", "%config InlineBackend.figure_formats = ['svg']\n", @@ -50,12 +49,14 @@ }, "outputs": [], "source": [ - "sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", + "sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", "summary_stats.reset_index(inplace=True)\n", - "summary_stats['ADM2_EN'] = pd.Categorical(summary_stats['ADM2_EN'], categories=sort_order, ordered=True)\n", - "summary_stats.sort_values(by='ADM2_EN', inplace=True)\n", - "summary_stats.rename(columns = {'ADM2_EN':'Governorate'}, inplace=True)\n", - "summary_stats.set_index('Governorate', inplace=True)" + "summary_stats[\"ADM2_EN\"] = pd.Categorical(\n", + " summary_stats[\"ADM2_EN\"], categories=sort_order, ordered=True\n", + ")\n", + "summary_stats.sort_values(by=\"ADM2_EN\", inplace=True)\n", + "summary_stats.rename(columns={\"ADM2_EN\": \"Governorate\"}, inplace=True)\n", + "summary_stats.set_index(\"Governorate\", inplace=True)" ] }, { @@ -235,7 +236,17 @@ } ], "source": [ - "summary_stats[['% Commercial Buildings Damaged','% Industrial Buildings Damaged', '% Critical Infrastructure Damaged','% Places of Economic Activity Damaged', '% Industrial Buildings without Observed Nighttime Lights', '% Commercial Buildings without Observed Nighttime Lights', '% Primary and Secondary Roads Damaged']].style.background_gradient(cmap='viridis', axis=0).format(\"{:.0f}%\")" + "summary_stats[\n", + " [\n", + " \"% Commercial Buildings Damaged\",\n", + " \"% Industrial Buildings Damaged\",\n", + " \"% Critical Infrastructure Damaged\",\n", + " \"% Places of Economic Activity Damaged\",\n", + " \"% Industrial Buildings without Observed Nighttime Lights\",\n", + " \"% Commercial Buildings without Observed Nighttime Lights\",\n", + " \"% Primary and Secondary Roads Damaged\",\n", + " ]\n", + "].style.background_gradient(cmap=\"viridis\", axis=0).format(\"{:.0f}%\")" ] }, { @@ -397,7 +408,15 @@ } ], "source": [ - "summary_stats[['Number of Commercial Buildings Damaged','Number of Industrial Buildings Damaged', 'Number of Points of Critical Infrastructure Damaged','Number of Places of Economic Activity Damaged', 'Primary and Secondary Damaged Roads (in km)']].style.background_gradient(cmap='viridis', axis=0).format(\"{:.0f}\")" + "summary_stats[\n", + " [\n", + " \"Number of Commercial Buildings Damaged\",\n", + " \"Number of Industrial Buildings Damaged\",\n", + " \"Number of Points of Critical Infrastructure Damaged\",\n", + " \"Number of Places of Economic Activity Damaged\",\n", + " \"Primary and Secondary Damaged Roads (in km)\",\n", + " ]\n", + "].style.background_gradient(cmap=\"viridis\", axis=0).format(\"{:.0f}\")" ] }, { @@ -448,11 +467,25 @@ }, "outputs": [], "source": [ - "commerce = BUILDINGS_OSM[BUILDINGS_OSM['type'].isin(['commericial', 'warehouse', 'retail', 'service', 'hotel', 'yes;commercial', 'garage'])]\n", - "industry = BUILDINGS_OSM[BUILDINGS_OSM['type'].isin(['industry', 'construction', 'industrial'])]\n", + "commerce = BUILDINGS_OSM[\n", + " BUILDINGS_OSM[\"type\"].isin(\n", + " [\n", + " \"commericial\",\n", + " \"warehouse\",\n", + " \"retail\",\n", + " \"service\",\n", + " \"hotel\",\n", + " \"yes;commercial\",\n", + " \"garage\",\n", + " ]\n", + " )\n", + "]\n", + "industry = BUILDINGS_OSM[\n", + " BUILDINGS_OSM[\"type\"].isin([\"industry\", \"construction\", \"industrial\"])\n", + "]\n", "\n", - "commerce.loc[:,'type'] = 'commercial'\n", - "industry.loc[:,'type'] = 'industry'" + "commerce.loc[:, \"type\"] = \"commercial\"\n", + "industry.loc[:, \"type\"] = \"industry\"" ] }, { @@ -476,9 +509,9 @@ " df = pd.merge(left, right, on=[\"ADM2_EN\", \"type\"]).reset_index()\n", " df[\"perc\"] = 100 * df[\"damaged\"] / df[\"total\"]\n", "\n", - " sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - " df['ADM2_EN'] = pd.Categorical(df['ADM2_EN'], categories=sort_order, ordered=True)\n", - " df.sort_values(by='ADM2_EN', inplace=True)\n", + " sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + " df[\"ADM2_EN\"] = pd.Categorical(df[\"ADM2_EN\"], categories=sort_order, ordered=True)\n", + " df.sort_values(by=\"ADM2_EN\", inplace=True)\n", "\n", " return df" ] @@ -2611,16 +2644,24 @@ " x=0.56,\n", ")\n", "\n", - "absolute_damage_numbers = list(industry.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"industry\"])\n", + "absolute_damage_numbers = list(\n", + " industry.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(\n", + " by=\"ADM2_EN\", ascending=False\n", + " )[\"industry\"]\n", + ")\n", "\n", - "ax = industry[industry['type']=='industry'].pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed = False).sort_values(by='ADM2_EN', ascending = False)[\"industry\"].plot(\n", - " ax=ax, kind=\"barh\", legend = False)\n", + "ax = (\n", + " industry[industry[\"type\"] == \"industry\"]\n", + " .pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)[\"industry\"]\n", + " .plot(ax=ax, kind=\"barh\", legend=False)\n", + ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Industrial Buildings Damaged\", fontsize=12)\n", "\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", @@ -2631,11 +2672,12 @@ "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{:.0f}%\".format(y)))\n", "\n", "ax.grid(axis=\"x\", linestyle=\"--\", linewidth=0.25, color=\"gray\", alpha=0.5)\n", - "#ax.legend()\n", + "# ax.legend()\n", "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers) of damaged industrial buildings in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -2651,11 +2693,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -4904,16 +4950,23 @@ " x=0.57,\n", ")\n", "\n", - "absolute_damage_numbers = list(commerce.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"commercial\"])\n", + "absolute_damage_numbers = list(\n", + " commerce.pivot_table(\"damaged\", \"ADM2_EN\", \"type\", observed=False).sort_values(\n", + " by=\"ADM2_EN\", ascending=False\n", + " )[\"commercial\"]\n", + ")\n", "\n", - "ax = commerce.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed = False).sort_values(by='ADM2_EN', ascending = False)[\"commercial\"].plot(\n", - " ax=ax, kind=\"barh\", legend = False)\n", + "ax = (\n", + " commerce.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)[\"commercial\"]\n", + " .plot(ax=ax, kind=\"barh\", legend=False)\n", + ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Commercial Buildings Damaged\", fontsize=12)\n", "\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", @@ -4924,11 +4977,12 @@ "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{:.0f}%\".format(y)))\n", "\n", "ax.grid(axis=\"x\", linestyle=\"--\", linewidth=0.25, color=\"gray\", alpha=0.5)\n", - "#ax.legend()\n", + "# ax.legend()\n", "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers) of damaged commercial buildings in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -4944,11 +4998,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -5149,9 +5207,9 @@ }, "outputs": [], "source": [ - "sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - "df['ADM2_EN'] = pd.Categorical(df['ADM2_EN'], categories=sort_order, ordered=True)\n", - "df.sort_values(by='ADM2_EN', inplace=True)" + "sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + "df[\"ADM2_EN\"] = pd.Categorical(df[\"ADM2_EN\"], categories=sort_order, ordered=True)\n", + "df.sort_values(by=\"ADM2_EN\", inplace=True)" ] }, { @@ -5164,14 +5222,16 @@ }, "outputs": [], "source": [ - "economy = df[df['type']=='Places of Economic Activity']\n", + "economy = df[df[\"type\"] == \"Places of Economic Activity\"]\n", "# education = education.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[['Education']].sort_values(by='ADM2_EN', ascending = False)\n", - "economy = economy[['ADM2_EN', 'damaged', 'total', 'perc']]\n", + "economy = economy[[\"ADM2_EN\", \"damaged\", \"total\", \"perc\"]]\n", "\n", "\n", - "critical_infrastructure = df[df['type']=='Critical Infrastructure']\n", + "critical_infrastructure = df[df[\"type\"] == \"Critical Infrastructure\"]\n", "# education = education.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)[['Education']].sort_values(by='ADM2_EN', ascending = False)\n", - "critical_infrastructure = critical_infrastructure[['ADM2_EN', 'damaged', 'total', 'perc']]" + "critical_infrastructure = critical_infrastructure[\n", + " [\"ADM2_EN\", \"damaged\", \"total\", \"perc\"]\n", + "]" ] }, { @@ -5184,13 +5244,17 @@ }, "outputs": [], "source": [ - "sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - "economy['ADM2_EN'] = pd.Categorical(economy['ADM2_EN'], categories=sort_order, ordered=True)\n", - "economy.sort_values(by='ADM2_EN', inplace=True)\n", + "sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + "economy[\"ADM2_EN\"] = pd.Categorical(\n", + " economy[\"ADM2_EN\"], categories=sort_order, ordered=True\n", + ")\n", + "economy.sort_values(by=\"ADM2_EN\", inplace=True)\n", "\n", - "sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - "critical_infrastructure['ADM2_EN'] = pd.Categorical(critical_infrastructure['ADM2_EN'], categories=sort_order, ordered=True)\n", - "critical_infrastructure.sort_values(by='ADM2_EN', inplace=True)" + "sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + "critical_infrastructure[\"ADM2_EN\"] = pd.Categorical(\n", + " critical_infrastructure[\"ADM2_EN\"], categories=sort_order, ordered=True\n", + ")\n", + "critical_infrastructure.sort_values(by=\"ADM2_EN\", inplace=True)" ] }, { @@ -7552,20 +7616,29 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(12, 6), dpi=300)\n", - "plt.suptitle(\"Gaza: Percentage of Places of Economic Activity Damaged as of February 2nd 2024\", y=0.99, fontsize=20, x=0.6)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Places of Economic Activity Damaged as of February 2nd 2024\",\n", + " y=0.99,\n", + " fontsize=20,\n", + " x=0.6,\n", + ")\n", "\n", - "absolute_damage_numbers = list(economy.pivot_table(\"damaged\", \"ADM2_EN\", observed=False)[\"damaged\"])\n", + "absolute_damage_numbers = list(\n", + " economy.pivot_table(\"damaged\", \"ADM2_EN\", observed=False)[\"damaged\"]\n", + ")\n", "\n", "\n", - "ax = economy.pivot_table(\"perc\", \"ADM2_EN\", observed=False)[['perc']].sort_values(by='ADM2_EN', ascending = False).plot(\n", - " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend = False\n", + "ax = (\n", + " economy.pivot_table(\"perc\", \"ADM2_EN\", observed=False)[[\"perc\"]]\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend=False)\n", ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Places of Economic Activity Damaged\", fontsize=12)\n", "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{}%\".format(y)))\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", "\n", @@ -7577,7 +7650,8 @@ "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers) of Places of Economic Activity damaged in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -7593,11 +7667,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -9721,20 +9799,31 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(12, 6), dpi=300)\n", - "plt.suptitle(\"Gaza: Percentage of Critical Infrastructure Damaged as of February 2nd 2024\", y=0.99, fontsize=20, x=0.57)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Critical Infrastructure Damaged as of February 2nd 2024\",\n", + " y=0.99,\n", + " fontsize=20,\n", + " x=0.57,\n", + ")\n", "\n", - "absolute_damage_numbers = list(critical_infrastructure.pivot_table(\"damaged\", \"ADM2_EN\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"damaged\"])\n", + "absolute_damage_numbers = list(\n", + " critical_infrastructure.pivot_table(\n", + " \"damaged\", \"ADM2_EN\", observed=False\n", + " ).sort_values(by=\"ADM2_EN\", ascending=False)[\"damaged\"]\n", + ")\n", "\n", "\n", - "ax = critical_infrastructure.pivot_table(\"perc\", \"ADM2_EN\", observed=False)[['perc']].sort_values(by='ADM2_EN', ascending = False).plot(\n", - " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend = False\n", + "ax = (\n", + " critical_infrastructure.pivot_table(\"perc\", \"ADM2_EN\", observed=False)[[\"perc\"]]\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors, legend=False)\n", ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Critical Infrastructure Damaged\", fontsize=12)\n", "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{}%\".format(y)))\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", "\n", @@ -9746,7 +9835,8 @@ "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers) of critical infrastructure damaged in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -9762,11 +9852,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -9794,12 +9888,25 @@ }, "outputs": [], "source": [ - "ntl = pd.read_csv(\"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\")[['% industrial buildings without electricity', '% commercial buildings without electricity']]\n", - "ntl.rename(columns = {'% industrial buildings without electricity':'industrial', '% commercial buildings without electricity':'commercial'}, inplace=True)\n", + "ntl = pd.read_csv(\n", + " \"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\"\n", + ")[\n", + " [\n", + " \"% industrial buildings without electricity\",\n", + " \"% commercial buildings without electricity\",\n", + " ]\n", + "]\n", + "ntl.rename(\n", + " columns={\n", + " \"% industrial buildings without electricity\": \"industrial\",\n", + " \"% commercial buildings without electricity\": \"commercial\",\n", + " },\n", + " inplace=True,\n", + ")\n", "\n", "ntl = ntl.reset_index()\n", - "ntl.rename(columns = {'name':'ADM2_EN'}, inplace=True)\n", - "ntl.set_index('ADM2_EN', inplace=True)" + "ntl.rename(columns={\"name\": \"ADM2_EN\"}, inplace=True)\n", + "ntl.set_index(\"ADM2_EN\", inplace=True)" ] }, { @@ -11563,10 +11670,15 @@ "source": [ "fig, ax = plt.subplots(figsize=(12, 6))\n", "plt.suptitle(\n", - " \"Gaza: Percentage of Industrial and Commerical Buildings without Observed Nighttime Lights\", y=0.99, fontsize=20, x=0.66\n", + " \"Gaza: Percentage of Industrial and Commerical Buildings without Observed Nighttime Lights\",\n", + " y=0.99,\n", + " fontsize=20,\n", + " x=0.66,\n", ")\n", "\n", - "data = ntl[['industrial', 'commercial']].plot(ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors)\n", + "data = ntl[[\"industrial\", \"commercial\"]].plot(\n", + " ax=ax, kind=\"barh\", color=TableauMedium_10.mpl_colors\n", + ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% buildings without electricity \", fontsize=12)\n", @@ -11694,9 +11806,9 @@ " df = pd.merge(left, right, on=[\"ADM2_EN\", \"type\"]).reset_index()\n", " df[\"perc\"] = 100 * df[\"damaged\"] / df[\"total\"]\n", "\n", - " sort_order = ['North Gaza', 'Gaza','Deir Al-Balah', 'Khan Younis', 'Rafah']\n", - " df['ADM2_EN'] = pd.Categorical(df['ADM2_EN'], categories=sort_order, ordered=True)\n", - " df.sort_values(by='ADM2_EN', inplace=True, ascending = True)\n", + " sort_order = [\"North Gaza\", \"Gaza\", \"Deir Al-Balah\", \"Khan Younis\", \"Rafah\"]\n", + " df[\"ADM2_EN\"] = pd.Categorical(df[\"ADM2_EN\"], categories=sort_order, ordered=True)\n", + " df.sort_values(by=\"ADM2_EN\", inplace=True, ascending=True)\n", "\n", " return df" ] @@ -11711,8 +11823,8 @@ }, "outputs": [], "source": [ - "primary_secondary_roads = ROADS[ROADS['type'].isin(['Primary', 'Secondary'])]\n", - "primary_secondary_roads.loc[:,'type'] = 'Primary and Secondary'\n", + "primary_secondary_roads = ROADS[ROADS[\"type\"].isin([\"Primary\", \"Secondary\"])]\n", + "primary_secondary_roads.loc[:, \"type\"] = \"Primary and Secondary\"\n", "\n", "primary_secondary_roads = get_percentage(primary_secondary_roads)" ] @@ -13582,20 +13694,31 @@ ], "source": [ "fig, ax = plt.subplots(figsize=(12, 6))\n", - "plt.suptitle(\"Gaza: Percentage of Primary and Secondary Roads Damaged as of February 2nd 2024\", y=0.98, fontsize=20, x=0.62)\n", + "plt.suptitle(\n", + " \"Gaza: Percentage of Primary and Secondary Roads Damaged as of February 2nd 2024\",\n", + " y=0.98,\n", + " fontsize=20,\n", + " x=0.62,\n", + ")\n", "\n", - "absolute_damage_numbers = list(primary_secondary_roads.pivot_table(\"damaged\", \"ADM2_EN\", observed=False).sort_values(by='ADM2_EN', ascending = False)[\"damaged\"])\n", + "absolute_damage_numbers = list(\n", + " primary_secondary_roads.pivot_table(\n", + " \"damaged\", \"ADM2_EN\", observed=False\n", + " ).sort_values(by=\"ADM2_EN\", ascending=False)[\"damaged\"]\n", + ")\n", "\n", "\n", - "ax = primary_secondary_roads.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False).sort_values(by='ADM2_EN', ascending = False).plot(\n", - " ax=ax, kind=\"barh\", color=ColorBlind_10.mpl_colors, legend = False\n", + "ax = (\n", + " primary_secondary_roads.pivot_table(\"perc\", \"ADM2_EN\", \"type\", observed=False)\n", + " .sort_values(by=\"ADM2_EN\", ascending=False)\n", + " .plot(ax=ax, kind=\"barh\", color=ColorBlind_10.mpl_colors, legend=False)\n", ")\n", "\n", "# Add labels and customization\n", "ax.set_xlabel(\"% Primary and Secondary Roads Damaged\", fontsize=12)\n", "ax.xaxis.set_major_formatter(FuncFormatter(lambda y, _: \"{:.0f}%\".format(y)))\n", "ax.set_ylabel(\"Governorate\", fontsize=16)\n", - "#ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", + "# ax.set_yticklabels(df[\"ADM2_EN\"].unique(), fontsize=12)\n", "ax.spines[\"right\"].set_visible(False)\n", "ax.spines[\"top\"].set_visible(False)\n", "\n", @@ -13603,11 +13726,12 @@ "ax.yaxis.set_ticks_position(\"left\")\n", "ax.xaxis.set_ticks_position(\"bottom\")\n", "ax.grid(which=\"both\", linestyle=\"--\", linewidth=0.25, color=\"gray\", alpha=0.5)\n", - "#ax.legend(bbox_to_anchor=(1.01, 0.9))\n", + "# ax.legend(bbox_to_anchor=(1.01, 0.9))\n", "\n", "ax.set_title(\n", " \"Estimated percentage (and absolute numbers in km) of damaged roads in each Governorate\",\n", - " fontsize=14,loc='left'\n", + " fontsize=14,\n", + " loc=\"left\",\n", ")\n", "ax.text(\n", " 0,\n", @@ -13623,11 +13747,15 @@ "\n", "for id, bar in enumerate(ax.patches):\n", " width = bar.get_width() # Use width since the bars are horizontal\n", - " ax.annotate(f'{int(np.round(absolute_damage_numbers[id],0))}',\n", - " xy=(width, bar.get_y() + bar.get_height() / 2),\n", - " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", - " textcoords=\"offset points\",color = 'white',\n", - " ha='right', va='center');" + " ax.annotate(\n", + " f\"{int(np.round(absolute_damage_numbers[id],0))}\",\n", + " xy=(width, bar.get_y() + bar.get_height() / 2),\n", + " xytext=(-20, 0), # Shift the text to the left of the bar's end\n", + " textcoords=\"offset points\",\n", + " color=\"white\",\n", + " ha=\"right\",\n", + " va=\"center\",\n", + " )" ] }, { @@ -13640,11 +13768,24 @@ }, "outputs": [], "source": [ - "ntl = pd.read_csv(\"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\")[['% industrial buildings without electricity', '% commercial buildings without electricity']]\n", - "ntl.rename(columns = {'% industrial buildings without electricity':'% Industrial Buildings without Observed Nighttime Lights', '% commercial buildings without electricity':'% Commercial Buildings without Observed Nighttime Lights'}, inplace=True)\n", + "ntl = pd.read_csv(\n", + " \"../../data/ntl/PSE_2-buildings_without_electricity.csv\", index_col=\"name\"\n", + ")[\n", + " [\n", + " \"% industrial buildings without electricity\",\n", + " \"% commercial buildings without electricity\",\n", + " ]\n", + "]\n", + "ntl.rename(\n", + " columns={\n", + " \"% industrial buildings without electricity\": \"% Industrial Buildings without Observed Nighttime Lights\",\n", + " \"% commercial buildings without electricity\": \"% Commercial Buildings without Observed Nighttime Lights\",\n", + " },\n", + " inplace=True,\n", + ")\n", "\n", "ntl = ntl.reset_index()\n", - "ntl.rename(columns = {'name':'ADM2_EN'}, inplace=True)" + "ntl.rename(columns={\"name\": \"ADM2_EN\"}, inplace=True)" ] }, { @@ -13657,11 +13798,17 @@ }, "outputs": [], "source": [ - "critical_infrastructure.rename(columns = {'perc':'% Critical Infrastructure Damaged','damaged':'Number of Points of Critical Infrastructure Damaged'}, inplace=True)\n", - "#economy.rename(columns = {'damaged':'Number of Places of Economic Activity Damaged', 'total':'economy_total', 'perc':'% Places of Economic Activity Damaged'}, inplace=True)\n", - "#industry.rename(columns = {'damaged':'Number of Industrial Buildings Damaged', 'total':'industry_total', 'perc':'% Industrial Buildings Damaged'}, inplace=True)\n", - "#commerce.rename(columns = {'damaged':'Number of Commercial Buildings Damaged', 'total':'commerce_total', 'perc':'% Commercial Buildings Damaged'}, inplace=True)\n", - "#primary_secondary_roads.rename(columns = {'damaged':'Primary and Secondary Damaged Roads (in km)', 'perc':'% Primary and Secondary Roads Damaged'}, inplace=True)" + "critical_infrastructure.rename(\n", + " columns={\n", + " \"perc\": \"% Critical Infrastructure Damaged\",\n", + " \"damaged\": \"Number of Points of Critical Infrastructure Damaged\",\n", + " },\n", + " inplace=True,\n", + ")\n", + "# economy.rename(columns = {'damaged':'Number of Places of Economic Activity Damaged', 'total':'economy_total', 'perc':'% Places of Economic Activity Damaged'}, inplace=True)\n", + "# industry.rename(columns = {'damaged':'Number of Industrial Buildings Damaged', 'total':'industry_total', 'perc':'% Industrial Buildings Damaged'}, inplace=True)\n", + "# commerce.rename(columns = {'damaged':'Number of Commercial Buildings Damaged', 'total':'commerce_total', 'perc':'% Commercial Buildings Damaged'}, inplace=True)\n", + "# primary_secondary_roads.rename(columns = {'damaged':'Primary and Secondary Damaged Roads (in km)', 'perc':'% Primary and Secondary Roads Damaged'}, inplace=True)" ] }, { @@ -13676,12 +13823,22 @@ "source": [ "from functools import reduce\n", "\n", - "summary_stats_list = [critical_infrastructure, economy, industry, commerce, ntl, primary_secondary_roads]\n", - "summary_stats = reduce(lambda left, right: pd.merge(left, right, on='ADM2_EN', how='outer'), summary_stats_list)\n", + "summary_stats_list = [\n", + " critical_infrastructure,\n", + " economy,\n", + " industry,\n", + " commerce,\n", + " ntl,\n", + " primary_secondary_roads,\n", + "]\n", + "summary_stats = reduce(\n", + " lambda left, right: pd.merge(left, right, on=\"ADM2_EN\", how=\"outer\"),\n", + " summary_stats_list,\n", + ")\n", "\n", - "summary_stats.drop(columns=['type_x', 'type_y'], inplace=True)\n", + "summary_stats.drop(columns=[\"type_x\", \"type_y\"], inplace=True)\n", "\n", - "summary_stats.set_index('ADM2_EN', inplace=True)\n" + "summary_stats.set_index(\"ADM2_EN\", inplace=True)" ] }, { @@ -13694,7 +13851,7 @@ }, "outputs": [], "source": [ - "summary_stats.to_csv('../../data/summary_stats_industry_and_commerce.csv')" + "summary_stats.to_csv(\"../../data/summary_stats_industry_and_commerce.csv\")" ] } ], diff --git a/notebooks/solar-panel-segmentation/panel-detection-gaza.ipynb b/notebooks/solar-panel-segmentation/panel-detection-gaza.ipynb index 14edb8d..1d72db4 100644 --- a/notebooks/solar-panel-segmentation/panel-detection-gaza.ipynb +++ b/notebooks/solar-panel-segmentation/panel-detection-gaza.ipynb @@ -19,8 +19,7 @@ "from panel_segmentation import panel_detection as pseg\n", "import numpy as np\n", "from tensorflow.keras.preprocessing import image as imagex\n", - "import matplotlib.pyplot as plt\n", - "import os" + "import matplotlib.pyplot as plt" ] }, { @@ -38,7 +37,7 @@ }, "outputs": [], "source": [ - "#Example latitude-longitude coordinates to run the analysis on.\n", + "# Example latitude-longitude coordinates to run the analysis on.\n", "# latitude = 39.7407\n", "# longitude = -105.1694\n", "latitude = 31.533796\n", @@ -62,7 +61,7 @@ }, "outputs": [], "source": [ - "#CREATE AN INSTANCE OF THE PANELDETECTION CLASS TO RUN THE ANALYSIS\n", + "# CREATE AN INSTANCE OF THE PANELDETECTION CLASS TO RUN THE ANALYSIS\n", "panelseg = pseg.PanelDetection()" ] }, @@ -75,14 +74,12 @@ }, "outputs": [], "source": [ - "\n", - "\n", - "#GENERATE A SATELLITE IMAGE USING THE ASSOCIATED LAT-LONG COORDS AND THE GOOGLE\n", - "#MAPS API KEY\n", - "img = panelseg.generateSatelliteImage(latitude, longitude,\n", - " file_name_save,\n", - " google_maps_api_key)\n", - "#Show the generated satellite image\n", + "# GENERATE A SATELLITE IMAGE USING THE ASSOCIATED LAT-LONG COORDS AND THE GOOGLE\n", + "# MAPS API KEY\n", + "img = panelseg.generateSatelliteImage(\n", + " latitude, longitude, file_name_save, google_maps_api_key\n", + ")\n", + "# Show the generated satellite image\n", "plt.imshow(img)" ] }, @@ -110,9 +107,11 @@ } ], "source": [ - "x = imagex.load_img(\"./panel_segmentation/examples/Panel_Detection_Examples/sat_img_ex.png\", \n", - " color_mode='rgb', \n", - " target_size=(640,640))\n", + "x = imagex.load_img(\n", + " \"./panel_segmentation/examples/Panel_Detection_Examples/sat_img_ex.png\",\n", + " color_mode=\"rgb\",\n", + " target_size=(640, 640),\n", + ")\n", "plt.imshow(x)\n", "x = np.array(x)" ] @@ -166,8 +165,10 @@ } ], "source": [ - "(scores, labels, boxes) = panelseg.classifyMountingConfiguration(image_file_path = \"./panel_segmentation/examples/Panel_Detection_Examples/sat_img_ex.png\",\n", - " acc_cutoff = .65)" + "(scores, labels, boxes) = panelseg.classifyMountingConfiguration(\n", + " image_file_path=\"./panel_segmentation/examples/Panel_Detection_Examples/sat_img_ex.png\",\n", + " acc_cutoff=0.65,\n", + ")" ] }, { @@ -214,7 +215,7 @@ ], "source": [ "import cv2\n", - "import tensorflow as tf\n", + "\n", "image = cv2.imread(file_name_save)\n", "\n", "t_boxes = boxes.numpy().astype(int)\n", @@ -222,29 +223,29 @@ "for box in t_boxes:\n", " print(box)\n", " x_min, y_min, x_max, y_max = box\n", - " if (x_min > 20):\n", + " if x_min > 20:\n", " x_min = x_min - 20\n", " else:\n", " x_min = 0\n", - " if (y_min > 20):\n", + " if y_min > 20:\n", " y_min = y_min - 20\n", " else:\n", " y_min = 0\n", - " if (x_max < image.shape[0]-20):\n", + " if x_max < image.shape[0] - 20:\n", " x_max = x_max + 20\n", " else:\n", - " x_max = image.shape[0]-1\n", - " if (y_max < image.shape[1]-20):\n", + " x_max = image.shape[0] - 1\n", + " if y_max < image.shape[1] - 20:\n", " y_max = y_max + 20\n", " else:\n", - " y_max = image.shape[1]-1\n", - " \n", + " y_max = image.shape[1] - 1\n", + "\n", " print(x_min, x_max)\n", " print(y_min, y_max)\n", " mask[y_min:y_max, x_min:x_max] = 255\n", "\n", "\n", - "masked_img = cv2.bitwise_and(image,image,mask=mask)\n", + "masked_img = cv2.bitwise_and(image, image, mask=mask)\n", "# gray_img = cv2.cvtColor(masked_img, cv2.COLOR_BGR2GRAY)\n", "plt.imshow(masked_img)" ] @@ -278,8 +279,8 @@ "source": [ "hsv = cv2.cvtColor(masked_img, cv2.COLOR_BGR2HSV)\n", "\n", - "lower_color = np.array([80,0,80])\n", - "upper_color = np.array([150,150,200])\n", + "lower_color = np.array([80, 0, 80])\n", + "upper_color = np.array([150, 150, 200])\n", "hsv_mask = cv2.inRange(hsv, lower_color, upper_color)\n", "\n", "# Bitwise-and the mask with the original image\n", @@ -318,7 +319,7 @@ "contours, _ = cv2.findContours(hsv_mask, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)\n", "\n", "# Find the largest contour\n", - "largest_contour = max(contours, key = cv2.contourArea)\n", + "largest_contour = max(contours, key=cv2.contourArea)\n", "\n", "# Approximation accuracy\n", "epsilon = 0.01 * cv2.arcLength(largest_contour, True)\n", diff --git a/notebooks/solar-panel-segmentation/requirements.txt b/notebooks/solar-panel-segmentation/requirements.txt index e4c169c..94eb34c 100644 --- a/notebooks/solar-panel-segmentation/requirements.txt +++ b/notebooks/solar-panel-segmentation/requirements.txt @@ -13,4 +13,4 @@ sphinx_rtd_theme==0.5.0 h5py==2.10.0 torch==1.9.0 torchvision==0.10.0 -protobuf~=3.19.0 \ No newline at end of file +protobuf~=3.19.0 diff --git a/notebooks/solar-panel-segmentation/setup.cfg b/notebooks/solar-panel-segmentation/setup.cfg index 1e65ab1..be6526d 100644 --- a/notebooks/solar-panel-segmentation/setup.cfg +++ b/notebooks/solar-panel-segmentation/setup.cfg @@ -4,4 +4,4 @@ style = pep440 versionfile_source = panel_segmentation/_version.py versionfile_build = panel_segmentation/_version.py tag_prefix = '' -parentdir_prefix = panel_segmentation- \ No newline at end of file +parentdir_prefix = panel_segmentation- diff --git a/notebooks/solar-panel-segmentation/setup.py b/notebooks/solar-panel-segmentation/setup.py index 41ea6f5..58ee335 100644 --- a/notebooks/solar-panel-segmentation/setup.py +++ b/notebooks/solar-panel-segmentation/setup.py @@ -1,76 +1,68 @@ try: from setuptools import setup except ImportError: - raise RuntimeError('setuptools is required') + raise RuntimeError("setuptools is required") import versioneer KEYWORDS = [ - 'photovoltaic', - 'solar', - 'analytics', - 'analysis', - 'performance', - 'PV' - 'satellite' + "photovoltaic", + "solar", + "analytics", + "analysis", + "performance", + "PV" "satellite", ] INSTALL_REQUIRES = [ - 'opencv-python-headless==4.6.0.66', - 'numpy>=1.18.1', - 'scikit_image>=0.16.2', - 'matplotlib>=3.1.3', - 'requests>=2.22.0', - 'tensorflow>=2.2.0', - 'pandas>=1.1.4', - 'Pillow>=8.0.1', - 'scikit_learn>=0.23.2', - 'h5py>=2.10.0', - 'detecto>=1.2.1', - 'torch>=1.9.0', - 'torchvision>=0.10.0' + "opencv-python-headless==4.6.0.66", + "numpy>=1.18.1", + "scikit_image>=0.16.2", + "matplotlib>=3.1.3", + "requests>=2.22.0", + "tensorflow>=2.2.0", + "pandas>=1.1.4", + "Pillow>=8.0.1", + "scikit_learn>=0.23.2", + "h5py>=2.10.0", + "detecto>=1.2.1", + "torch>=1.9.0", + "torchvision>=0.10.0", ] -TESTS_REQUIRE = [ - 'pytest>=5.3.5' -] +TESTS_REQUIRE = ["pytest>=5.3.5"] EXTRAS_REQUIRE = { - 'doc': [ - 'sphinx==3.2', - 'jinja2<3.1', - 'sphinx_rtd_theme==0.5.2', - 'ipython' - ], - 'test': TESTS_REQUIRE + "doc": ["sphinx==3.2", "jinja2<3.1", "sphinx_rtd_theme==0.5.2", "ipython"], + "test": TESTS_REQUIRE, } setup( - name='panel_segmentation', + name="panel_segmentation", version=versioneer.get_version(), install_requires=INSTALL_REQUIRES, tests_require=TESTS_REQUIRE, extras_require=EXTRAS_REQUIRE, - description='A package to segment solar panels from a ' - 'satellite image and perform automated metadata extraction.', - url='https://github.com/NREL/Panel-Segmentation', + description="A package to segment solar panels from a " + "satellite image and perform automated metadata extraction.", + url="https://github.com/NREL/Panel-Segmentation", keywords=KEYWORDS, - author='Ayobami Edun, Kirsten Perry, Kevin Anderson, Christopher Campos', - author_email='aedun@ufl.edu; kirsten.perry@nrel.gov; ' - 'kevin.anderson@nrel.gov; chris.acampos@yahoo.com', + author="Ayobami Edun, Kirsten Perry, Kevin Anderson, Christopher Campos", + author_email="aedun@ufl.edu; kirsten.perry@nrel.gov; " + "kevin.anderson@nrel.gov; chris.acampos@yahoo.com", package_data={ - 'panel_segmentation': [ - 'panel_segmentation/examples/*', - 'panel_segmentation/tests/*', - 'panel_segmentation/models/VGG16Net_ConvTranpose_complete.h5', - 'panel_segmentation/models/VGG16_classification_model.h5', - 'panel_segmentation/models/object_detection_model.pth' + "panel_segmentation": [ + "panel_segmentation/examples/*", + "panel_segmentation/tests/*", + "panel_segmentation/models/VGG16Net_ConvTranpose_complete.h5", + "panel_segmentation/models/VGG16_classification_model.h5", + "panel_segmentation/models/object_detection_model.pth", ], }, include_package_data=True, - license='MIT', - packages=['panel_segmentation'], - zip_safe=False + license="MIT", + packages=["panel_segmentation"], + zip_safe=False, ) diff --git a/notebooks/solar-panel-segmentation/versioneer.py b/notebooks/solar-panel-segmentation/versioneer.py index 64fea1c..eca47ed 100644 --- a/notebooks/solar-panel-segmentation/versioneer.py +++ b/notebooks/solar-panel-segmentation/versioneer.py @@ -1,4 +1,3 @@ - # Version: 0.18 """The Versioneer - like a rocketeer, but for versions. @@ -277,6 +276,7 @@ """ from __future__ import print_function + try: import configparser except ImportError: @@ -308,11 +308,13 @@ def get_root(): setup_py = os.path.join(root, "setup.py") versioneer_py = os.path.join(root, "versioneer.py") if not (os.path.exists(setup_py) or os.path.exists(versioneer_py)): - err = ("Versioneer was unable to run the project root directory. " - "Versioneer requires setup.py to be executed from " - "its immediate directory (like 'python setup.py COMMAND'), " - "or in a way that lets it use sys.argv[0] to find the root " - "(like 'python path/to/setup.py COMMAND').") + err = ( + "Versioneer was unable to run the project root directory. " + "Versioneer requires setup.py to be executed from " + "its immediate directory (like 'python setup.py COMMAND'), " + "or in a way that lets it use sys.argv[0] to find the root " + "(like 'python path/to/setup.py COMMAND')." + ) raise VersioneerBadRootError(err) try: # Certain runtime workflows (setup.py install/develop in a setuptools @@ -325,8 +327,10 @@ def get_root(): me_dir = os.path.normcase(os.path.splitext(me)[0]) vsr_dir = os.path.normcase(os.path.splitext(versioneer_py)[0]) if me_dir != vsr_dir: - print("Warning: build in %s is using versioneer.py from %s" - % (os.path.dirname(me), versioneer_py)) + print( + "Warning: build in %s is using versioneer.py from %s" + % (os.path.dirname(me), versioneer_py) + ) except NameError: pass return root @@ -348,6 +352,7 @@ def get(parser, name): if parser.has_option("versioneer", name): return parser.get("versioneer", name) return None + cfg = VersioneerConfig() cfg.VCS = VCS cfg.style = get(parser, "style") or "" @@ -372,17 +377,18 @@ class NotThisMethod(Exception): def register_vcs_handler(vcs, method): # decorator """Decorator to mark a method as the handler for a particular VCS.""" + def decorate(f): """Store f in HANDLERS[vcs][method].""" if vcs not in HANDLERS: HANDLERS[vcs] = {} HANDLERS[vcs][method] = f return f + return decorate -def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, - env=None): +def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env=None): """Call the given command(s).""" assert isinstance(commands, list) p = None @@ -390,10 +396,13 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, try: dispcmd = str([c] + args) # remember shell=False, so use git.cmd on windows, not just git - p = subprocess.Popen([c] + args, cwd=cwd, env=env, - stdout=subprocess.PIPE, - stderr=(subprocess.PIPE if hide_stderr - else None)) + p = subprocess.Popen( + [c] + args, + cwd=cwd, + env=env, + stdout=subprocess.PIPE, + stderr=(subprocess.PIPE if hide_stderr else None), + ) break except EnvironmentError: e = sys.exc_info()[1] @@ -418,7 +427,7 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, return stdout, p.returncode -LONG_VERSION_PY['git'] = ''' +LONG_VERSION_PY["git"] = ''' # This file helps to compute a version number in source trees obtained from # git-archive tarball (such as those provided by githubs download-from-tag # feature). Distribution tarballs (built by setup.py sdist) and build @@ -993,7 +1002,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # starting in git-1.8.3, tags are listed as "tag: foo-1.0" instead of # just "foo-1.0". If we see a "tag: " prefix, prefer those. TAG = "tag: " - tags = set([r[len(TAG):] for r in refs if r.startswith(TAG)]) + tags = set([r[len(TAG) :] for r in refs if r.startswith(TAG)]) if not tags: # Either we're using git < 1.8.3, or there really are no tags. We use # a heuristic: assume all version tags have a digit. The old git %d @@ -1002,7 +1011,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # between branches and tags. By ignoring refnames without digits, we # filter out many common branch names like "release" and # "stabilization", as well as "HEAD" and "master". - tags = set([r for r in refs if re.search(r'\d', r)]) + tags = set([r for r in refs if re.search(r"\d", r)]) if verbose: print("discarding '%s', no digits" % ",".join(refs - tags)) if verbose: @@ -1010,19 +1019,26 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): for ref in sorted(tags): # sorting will prefer e.g. "2.0" over "2.0rc1" if ref.startswith(tag_prefix): - r = ref[len(tag_prefix):] + r = ref[len(tag_prefix) :] if verbose: print("picking %s" % r) - return {"version": r, - "full-revisionid": keywords["full"].strip(), - "dirty": False, "error": None, - "date": date} + return { + "version": r, + "full-revisionid": keywords["full"].strip(), + "dirty": False, + "error": None, + "date": date, + } # no suitable tags, so version is "0+unknown", but full hex is still there if verbose: print("no suitable tags, using unknown + full revision id") - return {"version": "0+unknown", - "full-revisionid": keywords["full"].strip(), - "dirty": False, "error": "no suitable tags", "date": None} + return { + "version": "0+unknown", + "full-revisionid": keywords["full"].strip(), + "dirty": False, + "error": "no suitable tags", + "date": None, + } @register_vcs_handler("git", "pieces_from_vcs") @@ -1037,8 +1053,7 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): if sys.platform == "win32": GITS = ["git.cmd", "git.exe"] - out, rc = run_command(GITS, ["rev-parse", "--git-dir"], cwd=root, - hide_stderr=True) + out, rc = run_command(GITS, ["rev-parse", "--git-dir"], cwd=root, hide_stderr=True) if rc != 0: if verbose: print("Directory %s not under git control" % root) @@ -1046,10 +1061,19 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): # if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty] # if there isn't one, this yields HEX[-dirty] (no NUM) - describe_out, rc = run_command(GITS, ["describe", "--tags", "--dirty", - "--always", "--long", - "--match", "%s*" % tag_prefix], - cwd=root) + describe_out, rc = run_command( + GITS, + [ + "describe", + "--tags", + "--dirty", + "--always", + "--long", + "--match", + "%s*" % tag_prefix, + ], + cwd=root, + ) # --long was added in git-1.5.5 if describe_out is None: raise NotThisMethod("'git describe' failed") @@ -1072,17 +1096,16 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): dirty = git_describe.endswith("-dirty") pieces["dirty"] = dirty if dirty: - git_describe = git_describe[:git_describe.rindex("-dirty")] + git_describe = git_describe[: git_describe.rindex("-dirty")] # now we have TAG-NUM-gHEX or HEX if "-" in git_describe: # TAG-NUM-gHEX - mo = re.search(r'^(.+)-(\d+)-g([0-9a-f]+)$', git_describe) + mo = re.search(r"^(.+)-(\d+)-g([0-9a-f]+)$", git_describe) if not mo: # unparseable. Maybe git-describe is misbehaving? - pieces["error"] = ("unable to parse git-describe output: '%s'" - % describe_out) + pieces["error"] = "unable to parse git-describe output: '%s'" % describe_out return pieces # tag @@ -1091,10 +1114,12 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): if verbose: fmt = "tag '%s' doesn't start with prefix '%s'" print(fmt % (full_tag, tag_prefix)) - pieces["error"] = ("tag '%s' doesn't start with prefix '%s'" - % (full_tag, tag_prefix)) + pieces["error"] = "tag '%s' doesn't start with prefix '%s'" % ( + full_tag, + tag_prefix, + ) return pieces - pieces["closest-tag"] = full_tag[len(tag_prefix):] + pieces["closest-tag"] = full_tag[len(tag_prefix) :] # distance: number of commits since tag pieces["distance"] = int(mo.group(2)) @@ -1105,13 +1130,13 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): else: # HEX: no tags pieces["closest-tag"] = None - count_out, rc = run_command(GITS, ["rev-list", "HEAD", "--count"], - cwd=root) + count_out, rc = run_command(GITS, ["rev-list", "HEAD", "--count"], cwd=root) pieces["distance"] = int(count_out) # total number of commits # commit date: see ISO-8601 comment in git_versions_from_keywords() - date = run_command(GITS, ["show", "-s", "--format=%ci", "HEAD"], - cwd=root)[0].strip() + date = run_command(GITS, ["show", "-s", "--format=%ci", "HEAD"], cwd=root)[ + 0 + ].strip() pieces["date"] = date.strip().replace(" ", "T", 1).replace(" ", "", 1) return pieces @@ -1167,16 +1192,22 @@ def versions_from_parentdir(parentdir_prefix, root, verbose): for i in range(3): dirname = os.path.basename(root) if dirname.startswith(parentdir_prefix): - return {"version": dirname[len(parentdir_prefix):], - "full-revisionid": None, - "dirty": False, "error": None, "date": None} + return { + "version": dirname[len(parentdir_prefix) :], + "full-revisionid": None, + "dirty": False, + "error": None, + "date": None, + } else: rootdirs.append(root) root = os.path.dirname(root) # up a level if verbose: - print("Tried directories %s but none started with prefix %s" % - (str(rootdirs), parentdir_prefix)) + print( + "Tried directories %s but none started with prefix %s" + % (str(rootdirs), parentdir_prefix) + ) raise NotThisMethod("rootdir doesn't start with parentdir_prefix") @@ -1205,11 +1236,13 @@ def versions_from_file(filename): contents = f.read() except EnvironmentError: raise NotThisMethod("unable to read _version.py") - mo = re.search(r"version_json = '''\n(.*)''' # END VERSION_JSON", - contents, re.M | re.S) + mo = re.search( + r"version_json = '''\n(.*)''' # END VERSION_JSON", contents, re.M | re.S + ) if not mo: - mo = re.search(r"version_json = '''\r\n(.*)''' # END VERSION_JSON", - contents, re.M | re.S) + mo = re.search( + r"version_json = '''\r\n(.*)''' # END VERSION_JSON", contents, re.M | re.S + ) if not mo: raise NotThisMethod("no version_json in _version.py") return json.loads(mo.group(1)) @@ -1218,8 +1251,7 @@ def versions_from_file(filename): def write_to_version_file(filename, versions): """Write the given version number to the given _version.py file.""" os.unlink(filename) - contents = json.dumps(versions, sort_keys=True, - indent=1, separators=(",", ": ")) + contents = json.dumps(versions, sort_keys=True, indent=1, separators=(",", ": ")) with open(filename, "w") as f: f.write(SHORT_VERSION_PY % contents) @@ -1251,8 +1283,7 @@ def render_pep440(pieces): rendered += ".dirty" else: # exception #1 - rendered = "0+untagged.%d.g%s" % (pieces["distance"], - pieces["short"]) + rendered = "0+untagged.%d.g%s" % (pieces["distance"], pieces["short"]) if pieces["dirty"]: rendered += ".dirty" return rendered @@ -1366,11 +1397,13 @@ def render_git_describe_long(pieces): def render(pieces, style): """Render the given version pieces into the requested style.""" if pieces["error"]: - return {"version": "unknown", - "full-revisionid": pieces.get("long"), - "dirty": None, - "error": pieces["error"], - "date": None} + return { + "version": "unknown", + "full-revisionid": pieces.get("long"), + "dirty": None, + "error": pieces["error"], + "date": None, + } if not style or style == "default": style = "pep440" # the default @@ -1390,9 +1423,13 @@ def render(pieces, style): else: raise ValueError("unknown style '%s'" % style) - return {"version": rendered, "full-revisionid": pieces["long"], - "dirty": pieces["dirty"], "error": None, - "date": pieces.get("date")} + return { + "version": rendered, + "full-revisionid": pieces["long"], + "dirty": pieces["dirty"], + "error": None, + "date": pieces.get("date"), + } class VersioneerBadRootError(Exception): @@ -1415,8 +1452,9 @@ def get_versions(verbose=False): handlers = HANDLERS.get(cfg.VCS) assert handlers, "unrecognized VCS '%s'" % cfg.VCS verbose = verbose or cfg.verbose - assert cfg.versionfile_source is not None, \ - "please set versioneer.versionfile_source" + assert ( + cfg.versionfile_source is not None + ), "please set versioneer.versionfile_source" assert cfg.tag_prefix is not None, "please set versioneer.tag_prefix" versionfile_abs = os.path.join(root, cfg.versionfile_source) @@ -1470,9 +1508,13 @@ def get_versions(verbose=False): if verbose: print("unable to compute version") - return {"version": "0+unknown", "full-revisionid": None, - "dirty": None, "error": "unable to compute version", - "date": None} + return { + "version": "0+unknown", + "full-revisionid": None, + "dirty": None, + "error": "unable to compute version", + "date": None, + } def get_version(): @@ -1521,6 +1563,7 @@ def run(self): print(" date: %s" % vers.get("date")) if vers["error"]: print(" error: %s" % vers["error"]) + cmds["version"] = cmd_version # we override "build_py" in both distutils and setuptools @@ -1553,10 +1596,10 @@ def run(self): # now locate _version.py in the new build/ directory and replace # it with an updated value if cfg.versionfile_build: - target_versionfile = os.path.join(self.build_lib, - cfg.versionfile_build) + target_versionfile = os.path.join(self.build_lib, cfg.versionfile_build) print("UPDATING %s" % target_versionfile) write_to_version_file(target_versionfile, versions) + cmds["build_py"] = cmd_build_py if "cx_Freeze" in sys.modules: # cx_freeze enabled? @@ -1581,17 +1624,21 @@ def run(self): os.unlink(target_versionfile) with open(cfg.versionfile_source, "w") as f: LONG = LONG_VERSION_PY[cfg.VCS] - f.write(LONG % - {"DOLLAR": "$", - "STYLE": cfg.style, - "TAG_PREFIX": cfg.tag_prefix, - "PARENTDIR_PREFIX": cfg.parentdir_prefix, - "VERSIONFILE_SOURCE": cfg.versionfile_source, - }) + f.write( + LONG + % { + "DOLLAR": "$", + "STYLE": cfg.style, + "TAG_PREFIX": cfg.tag_prefix, + "PARENTDIR_PREFIX": cfg.parentdir_prefix, + "VERSIONFILE_SOURCE": cfg.versionfile_source, + } + ) + cmds["build_exe"] = cmd_build_exe del cmds["build_py"] - if 'py2exe' in sys.modules: # py2exe enabled? + if "py2exe" in sys.modules: # py2exe enabled? try: from py2exe.distutils_buildexe import py2exe as _py2exe # py3 except ImportError: @@ -1610,13 +1657,17 @@ def run(self): os.unlink(target_versionfile) with open(cfg.versionfile_source, "w") as f: LONG = LONG_VERSION_PY[cfg.VCS] - f.write(LONG % - {"DOLLAR": "$", - "STYLE": cfg.style, - "TAG_PREFIX": cfg.tag_prefix, - "PARENTDIR_PREFIX": cfg.parentdir_prefix, - "VERSIONFILE_SOURCE": cfg.versionfile_source, - }) + f.write( + LONG + % { + "DOLLAR": "$", + "STYLE": cfg.style, + "TAG_PREFIX": cfg.tag_prefix, + "PARENTDIR_PREFIX": cfg.parentdir_prefix, + "VERSIONFILE_SOURCE": cfg.versionfile_source, + } + ) + cmds["py2exe"] = cmd_py2exe # we override different "sdist" commands for both environments @@ -1643,8 +1694,10 @@ def make_release_tree(self, base_dir, files): # updated value target_versionfile = os.path.join(base_dir, cfg.versionfile_source) print("UPDATING %s" % target_versionfile) - write_to_version_file(target_versionfile, - self._versioneer_generated_versions) + write_to_version_file( + target_versionfile, self._versioneer_generated_versions + ) + cmds["sdist"] = cmd_sdist return cmds @@ -1699,11 +1752,13 @@ def do_setup(): root = get_root() try: cfg = get_config_from_root(root) - except (EnvironmentError, configparser.NoSectionError, - configparser.NoOptionError) as e: + except ( + EnvironmentError, + configparser.NoSectionError, + configparser.NoOptionError, + ) as e: if isinstance(e, (EnvironmentError, configparser.NoSectionError)): - print("Adding sample versioneer config to setup.cfg", - file=sys.stderr) + print("Adding sample versioneer config to setup.cfg", file=sys.stderr) with open(os.path.join(root, "setup.cfg"), "a") as f: f.write(SAMPLE_CONFIG) print(CONFIG_ERROR, file=sys.stderr) @@ -1712,15 +1767,18 @@ def do_setup(): print(" creating %s" % cfg.versionfile_source) with open(cfg.versionfile_source, "w") as f: LONG = LONG_VERSION_PY[cfg.VCS] - f.write(LONG % {"DOLLAR": "$", - "STYLE": cfg.style, - "TAG_PREFIX": cfg.tag_prefix, - "PARENTDIR_PREFIX": cfg.parentdir_prefix, - "VERSIONFILE_SOURCE": cfg.versionfile_source, - }) - - ipy = os.path.join(os.path.dirname(cfg.versionfile_source), - "__init__.py") + f.write( + LONG + % { + "DOLLAR": "$", + "STYLE": cfg.style, + "TAG_PREFIX": cfg.tag_prefix, + "PARENTDIR_PREFIX": cfg.parentdir_prefix, + "VERSIONFILE_SOURCE": cfg.versionfile_source, + } + ) + + ipy = os.path.join(os.path.dirname(cfg.versionfile_source), "__init__.py") if os.path.exists(ipy): try: with open(ipy, "r") as f: @@ -1762,8 +1820,10 @@ def do_setup(): else: print(" 'versioneer.py' already in MANIFEST.in") if cfg.versionfile_source not in simple_includes: - print(" appending versionfile_source ('%s') to MANIFEST.in" % - cfg.versionfile_source) + print( + " appending versionfile_source ('%s') to MANIFEST.in" + % cfg.versionfile_source + ) with open(manifest_in, "a") as f: f.write("include %s\n" % cfg.versionfile_source) else: