From 5c66133617a063ee07ffa958064ac83d494f5df5 Mon Sep 17 00:00:00 2001 From: Mara Lampert <97048948+marabuuu@users.noreply.github.com> Date: Mon, 13 Mar 2023 09:54:20 +0100 Subject: [PATCH 1/6] add demo notebooks Demo notebooks for: - Opening images in napari and selecting slices - Execution of plugin on folders - plotting in napari --- .gitignore | 6 + demo/1. Working with czi-files.ipynb | 178 +++ ...lysis-plugin from a jupyter notebook.ipynb | 1255 +++++++++++++++++ .... Merging individual Images to stack.ipynb | 929 ++++++++++++ 4 files changed, 2368 insertions(+) create mode 100644 demo/1. Working with czi-files.ipynb create mode 100644 demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb create mode 100644 demo/3. Merging individual Images to stack.ipynb diff --git a/.gitignore b/.gitignore index 73d56d3..57a7877 100644 --- a/.gitignore +++ b/.gitignore @@ -82,3 +82,9 @@ venv/ # written by setuptools_scm **/_version.py +*.tif +*.csv +demo/crops/2021-5-7_wt_72hpf_lysosensor_1.czi +demo/crops/2022-8-19 et358 pnp4a gRNA 72hpf 1.czi +demo/crops/Crop vs. CZI file.ipynb +demo/delete/3. Merge individual images to stack.ipynb diff --git a/demo/1. Working with czi-files.ipynb b/demo/1. Working with czi-files.ipynb new file mode 100644 index 0000000..9db5226 --- /dev/null +++ b/demo/1. Working with czi-files.ipynb @@ -0,0 +1,178 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "bd8803c6-ba71-44c0-a009-20e0dd6627ef", + "metadata": {}, + "source": [ + "# 1. Working with czi-files" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "102fccdb-71e4-40ec-a8bd-d505cf0826b5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import os\n", + "import pyclesperanto_prototype as cle\n", + "import napari\n", + "from aicsimageio import AICSImage\n", + "from aicsimageio.readers import BioformatsReader\n", + "\n", + "cle.select_device(\"Intel(R) Iris(TM) Plus Graphics 640\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cafd56ae-6051-48f6-8de6-dcc59fd45071", + "metadata": {}, + "outputs": [], + "source": [ + "image_folder = 'crops/'\n", + "tif_folder = 'crops/tif-files/'" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "de607dcb-a0a8-4d53-8f85-ab61d7944558", + "metadata": {}, + "outputs": [], + "source": [ + "os.makedirs(tif_folder, exist_ok=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8962be97-6f36-49ae-bb10-9ec3f5718bee", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['.ipynb_checkpoints',\n", + " '2021-5-7_wt_72hpf_lysosensor_1.czi',\n", + " '2022-8-19 et358 pnp4a gRNA 72hpf 1.czi',\n", + " 'Crop vs. CZI file.ipynb',\n", + " 'tif-files']" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "file_list = os.listdir(image_folder)\n", + "file_list" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6885ae59-9bbe-486b-828f-d2fe192ea8e2", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: QWindowsWindow::setGeometry: Unable to set geometry 1090x686+7+31 (frame: 1108x733-2-7) on QWidgetWindow/\"_QtMainWindowClassWindow\" on \"\\\\.\\DISPLAY1\". Resulting geometry: 1365x859+8+38 (frame: 1383x906-1+0) margins: 9, 38, 9, 9 minimum size: 612x589 MINMAXINFO maxSize=0,0 maxpos=0,0 mintrack=630,636 maxtrack=0,0)\n" + ] + } + ], + "source": [ + "viewer = napari.Viewer()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "bbf5cbe3-8f26-4253-83dc-73f7f7f3db6c", + "metadata": {}, + "outputs": [], + "source": [ + "def data_selection(filename, image_folder, viewer, channel):\n", + " '''\n", + " this function loads one channel of an image slice by slice in napari\n", + " '''\n", + " \n", + " from aicsimageio import AICSImage\n", + " from aicsimageio.readers import BioformatsReader\n", + " \n", + " #load image\n", + " image = AICSImage(image_folder + filename, reader = BioformatsReader)\n", + " original = image.data\n", + " \n", + " #select reflection channel\n", + " channel_specified = original[0, channel]\n", + " \n", + " #add every slice of the stack to napari\n", + " for slc in range(channel_specified.shape[0]):\n", + " layer = viewer.add_image(channel_specified[slc], colormap = 'cyan', blending = 'translucent')" + ] + }, + { + "cell_type": "markdown", + "id": "d3b2dd75-2ac4-42ac-b5da-dbe012aac151", + "metadata": {}, + "source": [ + "Now you can say which image inside the `file_list` you want to display in napari. When you just say `filename = file_list`, you will open all images slice by slice." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4bfb64ab-e5b7-4e03-bf78-07d463811f39", + "metadata": {}, + "outputs": [], + "source": [ + "data_selection(filename=file_list[2], image_folder=image_folder, viewer=viewer, channel = 2)" + ] + }, + { + "cell_type": "markdown", + "id": "ad37d69b-4b9e-4f40-8840-449ee4b56662", + "metadata": {}, + "source": [ + "You can save the slices of the stack you want to keep under File -> Save Selected Layer(s) (Shortcut: `Ctrl + S`) and direct into the tif_folder" + ] + } + ], + "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": "3.9.15" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb new file mode 100644 index 0000000..270e7c0 --- /dev/null +++ b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb @@ -0,0 +1,1255 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8c6168e9-5061-4612-a149-2837ece3828a", + "metadata": {}, + "source": [ + "# 2. Executing guanine-crystal-analysis-plugin from a jupyter notebook" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "fe6a1a83-b5ba-4cab-944c-734b321636d3", + "metadata": {}, + "outputs": [], + "source": [ + "from guanine_crystal_analysis import normalization\n", + "from guanine_crystal_analysis import segmentation\n", + "from guanine_crystal_analysis import analyze_image\n", + "from guanine_crystal_analysis import classify_objects\n", + "from guanine_crystal_analysis import bad_label_exclusion\n", + "from guanine_crystal_analysis import analyze_deluxe\n", + "import os\n", + "import napari\n", + "from skimage.io import imread, imsave\n", + "import matplotlib.pyplot as plt\n", + "import pyclesperanto_prototype as cle\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8a63aab1-abe6-472b-a9a1-c2c3d5e239c7", + "metadata": {}, + "outputs": [], + "source": [ + "tif_folder = 'imgs/1. mutant images/'" + ] + }, + { + "cell_type": "markdown", + "id": "333ef5f3-5a6e-43fb-a64f-a58362a01135", + "metadata": {}, + "source": [ + "## Normalization" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c47ecc53-9fa1-43fd-b75f-785a27d6f103", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['img2_20220520_mutant_56hpf_2.tif',\n", + " 'img3_l3_20220520_mutant_56hpf_3.tif',\n", + " 'img3_l5_20220520_mutant_56hpf_3.tif',\n", + " 'img4_l2_20220520_mutant_56hpf_4.tif',\n", + " 'img4_l4_20220520_mutant_56hpf_4.tif',\n", + " 'img5_l1_20220520_mutant_56hpf_5.tif']" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "file_list = os.listdir(tif_folder)\n", + "file_list" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "cb946e20-c81f-4d09-9b1a-4eff09ebdb31", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "normalization_folder = 'imgs/2. normalized images/'" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "308e25c0-e1e2-4b71-8a97-1253f4fc396b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 6, figsize=(20,10))\n", + "for i, filename in enumerate(file_list):\n", + " #imread\n", + " img = imread(tif_folder + filename)\n", + " cle.imshow(img, plot=axs[0,i])\n", + " \n", + " #normalize\n", + " normalized_image = normalization(img)\n", + " cle.imshow(normalized_image, plot=axs[1,i], max_display_intensity=1)\n", + " \n", + " #create normalization result folder and imsave\n", + " os.makedirs(normalization_folder, exist_ok=True)\n", + " imsave(normalization_folder + filename, normalized_image)" + ] + }, + { + "cell_type": "markdown", + "id": "f6781deb-3f99-4261-b64f-130a0813d88a", + "metadata": {}, + "source": [ + "## Segmentation" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "e1460464-2614-4a62-9c9e-537edb275816", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "segmentation_folder = 'imgs/3. segmentation labels/'" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "338c5fa3-f654-49ad-95b5-ba02dfb77780", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_segmenter\\object_segmenter_20220523_sorted.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2786799452.py:13: UserWarning: imgs/3. segmentation labels/img2_20220520_mutant_56hpf_2.tif is a low contrast image\n", + " imsave(segmentation_folder + filename, segmented_image)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_segmenter\\object_segmenter_20220523_sorted.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2786799452.py:13: UserWarning: imgs/3. segmentation labels/img3_l3_20220520_mutant_56hpf_3.tif is a low contrast image\n", + " imsave(segmentation_folder + filename, segmented_image)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_segmenter\\object_segmenter_20220523_sorted.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2786799452.py:13: UserWarning: imgs/3. segmentation labels/img3_l5_20220520_mutant_56hpf_3.tif is a low contrast image\n", + " imsave(segmentation_folder + filename, segmented_image)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_segmenter\\object_segmenter_20220523_sorted.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2786799452.py:13: UserWarning: imgs/3. segmentation labels/img4_l2_20220520_mutant_56hpf_4.tif is a low contrast image\n", + " imsave(segmentation_folder + filename, segmented_image)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_segmenter\\object_segmenter_20220523_sorted.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2786799452.py:13: UserWarning: imgs/3. segmentation labels/img4_l4_20220520_mutant_56hpf_4.tif is a low contrast image\n", + " imsave(segmentation_folder + filename, segmented_image)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_segmenter\\object_segmenter_20220523_sorted.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2786799452.py:13: UserWarning: imgs/3. segmentation labels/img5_l1_20220520_mutant_56hpf_5.tif is a low contrast image\n", + " imsave(segmentation_folder + filename, segmented_image)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 6, figsize=(20,10))\n", + "for i, filename in enumerate(file_list):\n", + " #imread\n", + " normalized_image = imread(normalization_folder + filename)\n", + " cle.imshow(normalized_image, plot=axs[0,i])\n", + " \n", + " #segment\n", + " segmented_image = segmentation(normalized_image, segmenter = 'object_segmenter_20220523_sorted.cl', minimum_pixel_count = 50)\n", + " cle.imshow(segmented_image, plot=axs[1,i], labels = True)\n", + " \n", + " #create segmentation result folder and imsave\n", + " os.makedirs(segmentation_folder, exist_ok=True)\n", + " imsave(segmentation_folder + filename, segmented_image)" + ] + }, + { + "cell_type": "markdown", + "id": "e5023066-3b2d-4204-8065-0e38a71e08e7", + "metadata": {}, + "source": [ + "## Measurements" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "0ce5abd1-55c9-4c5e-9a88-b1ae2cf840de", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "df_folder = 'imgs/4. dataframes of segmentation labels/'" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "acd7b8f6-4be8-417f-909d-7b386b32baa1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n" + ] + }, + { + "data": { + "text/html": [ + "
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13 rows × 39 columns

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" + ], + "text/plain": [ + " label area bbox_area equivalent_diameter convex_area max_intensity \\\n", + "0 1 303 437 19.641578 346 10.000000 \n", + "1 2 81 152 10.155413 105 2.333333 \n", + "2 3 768 1505 31.270561 974 10.833333 \n", + "3 4 772 1369 31.351889 1020 6.000000 \n", + "4 5 4128 11413 72.497813 8099 12.000000 \n", + "5 6 841 1734 32.722996 1246 7.666667 \n", + "6 7 1018 1488 36.002192 1114 8.000000 \n", + "7 8 131 170 12.914890 147 3.666667 \n", + "8 9 68 130 9.304853 88 2.833333 \n", + "9 10 1536 2790 44.223251 1933 10.166667 \n", + "10 11 52 112 8.136858 81 2.166667 \n", + "11 12 90 144 10.704745 114 2.666667 \n", + "12 13 125 182 12.615663 138 3.666667 \n", + "\n", + " mean_intensity min_intensity perimeter_skimage perimeter_crofton ... \\\n", + "0 2.512651 0.0 71.355339 70.330620 ... \n", + "1 0.973251 0.0 45.798990 49.568597 ... \n", + "2 2.236762 0.0 159.059921 153.513466 ... \n", + "3 1.578152 0.0 177.580736 167.801734 ... \n", + "4 2.607437 0.0 691.417352 676.895293 ... \n", + "5 1.917558 0.0 182.823376 176.401646 ... \n", + "6 2.777177 0.0 134.225397 131.275931 ... \n", + "7 1.174300 0.0 50.384776 50.449280 ... \n", + "8 1.078431 0.0 36.935029 39.072567 ... \n", + "9 2.015191 0.0 215.687338 209.095743 ... \n", + "10 0.945513 0.0 35.213203 38.977282 ... \n", + "11 0.925926 0.0 44.384776 46.101682 ... \n", + "12 1.433333 0.0 43.213203 43.650203 ... \n", + "\n", + " roundness_simpleitk equivalent_ellipsoid_diameter_0 \\\n", + "0 0.877368 16.891580 \n", + "1 0.643637 5.945834 \n", + "2 0.639940 21.561695 \n", + "3 0.586972 30.576908 \n", + "4 0.336475 55.780195 \n", + "5 0.582774 22.901567 \n", + "6 0.861576 28.473774 \n", + "7 0.804240 9.485801 \n", + "8 0.748148 7.300304 \n", + "9 0.664439 34.318794 \n", + "10 0.655836 5.901632 \n", + "11 0.729473 8.058207 \n", + "12 0.907975 11.012655 \n", + "\n", + " equivalent_ellipsoid_diameter_1 equivalent_spherical_perimeter \\\n", + "0 22.839283 61.705837 \n", + "1 17.345323 31.904169 \n", + "2 45.351165 98.239364 \n", + "3 32.146512 98.494863 \n", + "4 94.225788 227.758596 \n", + "5 46.756384 102.802323 \n", + "6 45.521112 113.104223 \n", + "7 17.583584 40.573323 \n", + "8 11.859820 29.232058 \n", + "9 56.986151 138.931441 \n", + "10 11.218669 25.562693 \n", + "11 14.220479 33.629947 \n", + "12 14.452005 39.633273 \n", + "\n", + " equivalent_spherical_radius number_of_pixels number_of_pixels_on_border \\\n", + "0 9.820789 303 0 \n", + "1 5.077706 81 0 \n", + "2 15.635280 768 0 \n", + "3 15.675944 772 0 \n", + "4 36.248906 4128 0 \n", + "5 16.361498 841 0 \n", + "6 18.001096 1018 0 \n", + "7 6.457445 131 0 \n", + "8 4.652426 68 0 \n", + "9 22.111626 1536 0 \n", + "10 4.068429 52 0 \n", + "11 5.352372 90 0 \n", + "12 6.307831 125 0 \n", + "\n", + " perimeter_simpleitk perimeter_on_border perimeter_on_border_ratio \n", + "0 70.330620 0.0 0.0 \n", + "1 49.568597 0.0 0.0 \n", + "2 153.513466 0.0 0.0 \n", + "3 167.801734 0.0 0.0 \n", + "4 676.895293 0.0 0.0 \n", + "5 176.401646 0.0 0.0 \n", + "6 131.275931 0.0 0.0 \n", + "7 50.449280 0.0 0.0 \n", + "8 39.072567 0.0 0.0 \n", + "9 209.095743 0.0 0.0 \n", + "10 38.977282 0.0 0.0 \n", + "11 46.101682 0.0 0.0 \n", + "12 43.650203 0.0 0.0 \n", + "\n", + "[13 rows x 39 columns]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for i, filename in enumerate(file_list):\n", + " #imread\n", + " segmented_image = imread(segmentation_folder + filename)\n", + " \n", + " #measure\n", + " df = analyze_image(normalized_image, segmented_image, napari_viewer = None)\n", + " \n", + " #create df result folder and save\n", + " os.makedirs(df_folder, exist_ok=True)\n", + " df.to_csv(df_folder + filename + \".csv\")\n", + "df" + ] + }, + { + "cell_type": "markdown", + "id": "3cee6717-b0b8-4e27-943d-2a18f2da495a", + "metadata": {}, + "source": [ + "## Classification" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "5c75a7d8-a965-4d94-8a99-b774092908d7", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "classification_folder = 'imgs/5. classification labels/'" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "34d6feaf-13f0-4980-b313-e9c573a7a19e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "alle keys: Index(['Unnamed: 0', 'label', 'area', 'bbox_area', 'equivalent_diameter',\n", + " 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity',\n", + " 'perimeter_skimage', 'perimeter_crofton', 'solidity',\n", + " 'feret_diameter_max', 'major_axis_length', 'minor_axis_length',\n", + " 'eccentricity', 'standard_deviation_intensity', 'aspect_ratio',\n", + " 'roundness_skimage', 'circularity', 'maximum', 'mean', 'median',\n", + " 'minimum', 'sigma', 'sum', 'variance', 'elongation', 'feret_diameter',\n", + " 'flatness', 'roundness_simpleitk', 'equivalent_ellipsoid_diameter_0',\n", + " 'equivalent_ellipsoid_diameter_1', 'equivalent_spherical_perimeter',\n", + " 'equivalent_spherical_radius', 'number_of_pixels',\n", + " 'number_of_pixels_on_border', 'perimeter_simpleitk',\n", + " 'perimeter_on_border', 'perimeter_on_border_ratio'],\n", + " dtype='object')\n", + "\n", + "selected keys: Index(['label', 'aspect_ratio', 'perimeter_skimage', 'major_axis_length',\n", + " 'minor_axis_length', 'circularity', 'solidity', 'eccentricity',\n", + " 'roundness_skimage', 'perimeter_on_border', 'perimeter_on_border_ratio',\n", + " 'area'],\n", + " dtype='object')\n", + "object_classifier_20220523_size_shape.cl\n", + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_classifier\\object_classifier_20220523_size_shape.cl\n", + "alle keys: Index(['Unnamed: 0', 'label', 'area', 'bbox_area', 'equivalent_diameter',\n", + " 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity',\n", + " 'perimeter_skimage', 'perimeter_crofton', 'solidity',\n", + " 'feret_diameter_max', 'major_axis_length', 'minor_axis_length',\n", + " 'eccentricity', 'standard_deviation_intensity', 'aspect_ratio',\n", + " 'roundness_skimage', 'circularity', 'maximum', 'mean', 'median',\n", + " 'minimum', 'sigma', 'sum', 'variance', 'elongation', 'feret_diameter',\n", + " 'flatness', 'roundness_simpleitk', 'equivalent_ellipsoid_diameter_0',\n", + " 'equivalent_ellipsoid_diameter_1', 'equivalent_spherical_perimeter',\n", + " 'equivalent_spherical_radius', 'number_of_pixels',\n", + " 'number_of_pixels_on_border', 'perimeter_simpleitk',\n", + " 'perimeter_on_border', 'perimeter_on_border_ratio'],\n", + " dtype='object')\n", + "\n", + "selected keys: Index(['label', 'aspect_ratio', 'perimeter_skimage', 'major_axis_length',\n", + " 'minor_axis_length', 'circularity', 'solidity', 'eccentricity',\n", + " 'roundness_skimage', 'perimeter_on_border', 'perimeter_on_border_ratio',\n", + " 'area'],\n", + " dtype='object')\n", + "object_classifier_20220523_size_shape.cl\n", + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_classifier\\object_classifier_20220523_size_shape.cl\n", + "alle keys: Index(['Unnamed: 0', 'label', 'area', 'bbox_area', 'equivalent_diameter',\n", + " 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity',\n", + " 'perimeter_skimage', 'perimeter_crofton', 'solidity',\n", + " 'feret_diameter_max', 'major_axis_length', 'minor_axis_length',\n", + " 'eccentricity', 'standard_deviation_intensity', 'aspect_ratio',\n", + " 'roundness_skimage', 'circularity', 'maximum', 'mean', 'median',\n", + " 'minimum', 'sigma', 'sum', 'variance', 'elongation', 'feret_diameter',\n", + " 'flatness', 'roundness_simpleitk', 'equivalent_ellipsoid_diameter_0',\n", + " 'equivalent_ellipsoid_diameter_1', 'equivalent_spherical_perimeter',\n", + " 'equivalent_spherical_radius', 'number_of_pixels',\n", + " 'number_of_pixels_on_border', 'perimeter_simpleitk',\n", + " 'perimeter_on_border', 'perimeter_on_border_ratio'],\n", + " dtype='object')\n", + "\n", + "selected keys: Index(['label', 'aspect_ratio', 'perimeter_skimage', 'major_axis_length',\n", + " 'minor_axis_length', 'circularity', 'solidity', 'eccentricity',\n", + " 'roundness_skimage', 'perimeter_on_border', 'perimeter_on_border_ratio',\n", + " 'area'],\n", + " dtype='object')\n", + "object_classifier_20220523_size_shape.cl\n", + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_classifier\\object_classifier_20220523_size_shape.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2627386228.py:15: UserWarning: imgs/5. classification labels/img2_20220520_mutant_56hpf_2.tif is a low contrast image\n", + " imsave(classification_folder + filename, classified_labels)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2627386228.py:15: UserWarning: imgs/5. classification labels/img3_l3_20220520_mutant_56hpf_3.tif is a low contrast image\n", + " imsave(classification_folder + filename, classified_labels)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2627386228.py:15: UserWarning: imgs/5. classification labels/img3_l5_20220520_mutant_56hpf_3.tif is a low contrast image\n", + " imsave(classification_folder + filename, classified_labels)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2627386228.py:15: UserWarning: imgs/5. classification labels/img4_l2_20220520_mutant_56hpf_4.tif is a low contrast image\n", + " imsave(classification_folder + filename, classified_labels)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2627386228.py:15: UserWarning: imgs/5. classification labels/img4_l4_20220520_mutant_56hpf_4.tif is a low contrast image\n", + " imsave(classification_folder + filename, classified_labels)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "alle keys: Index(['Unnamed: 0', 'label', 'area', 'bbox_area', 'equivalent_diameter',\n", + " 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity',\n", + " 'perimeter_skimage', 'perimeter_crofton', 'solidity',\n", + " 'feret_diameter_max', 'major_axis_length', 'minor_axis_length',\n", + " 'eccentricity', 'standard_deviation_intensity', 'aspect_ratio',\n", + " 'roundness_skimage', 'circularity', 'maximum', 'mean', 'median',\n", + " 'minimum', 'sigma', 'sum', 'variance', 'elongation', 'feret_diameter',\n", + " 'flatness', 'roundness_simpleitk', 'equivalent_ellipsoid_diameter_0',\n", + " 'equivalent_ellipsoid_diameter_1', 'equivalent_spherical_perimeter',\n", + " 'equivalent_spherical_radius', 'number_of_pixels',\n", + " 'number_of_pixels_on_border', 'perimeter_simpleitk',\n", + " 'perimeter_on_border', 'perimeter_on_border_ratio'],\n", + " dtype='object')\n", + "\n", + "selected keys: Index(['label', 'aspect_ratio', 'perimeter_skimage', 'major_axis_length',\n", + " 'minor_axis_length', 'circularity', 'solidity', 'eccentricity',\n", + " 'roundness_skimage', 'perimeter_on_border', 'perimeter_on_border_ratio',\n", + " 'area'],\n", + " dtype='object')\n", + "object_classifier_20220523_size_shape.cl\n", + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_classifier\\object_classifier_20220523_size_shape.cl\n", + "alle keys: Index(['Unnamed: 0', 'label', 'area', 'bbox_area', 'equivalent_diameter',\n", + " 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity',\n", + " 'perimeter_skimage', 'perimeter_crofton', 'solidity',\n", + " 'feret_diameter_max', 'major_axis_length', 'minor_axis_length',\n", + " 'eccentricity', 'standard_deviation_intensity', 'aspect_ratio',\n", + " 'roundness_skimage', 'circularity', 'maximum', 'mean', 'median',\n", + " 'minimum', 'sigma', 'sum', 'variance', 'elongation', 'feret_diameter',\n", + " 'flatness', 'roundness_simpleitk', 'equivalent_ellipsoid_diameter_0',\n", + " 'equivalent_ellipsoid_diameter_1', 'equivalent_spherical_perimeter',\n", + " 'equivalent_spherical_radius', 'number_of_pixels',\n", + " 'number_of_pixels_on_border', 'perimeter_simpleitk',\n", + " 'perimeter_on_border', 'perimeter_on_border_ratio'],\n", + " dtype='object')\n", + "\n", + "selected keys: Index(['label', 'aspect_ratio', 'perimeter_skimage', 'major_axis_length',\n", + " 'minor_axis_length', 'circularity', 'solidity', 'eccentricity',\n", + " 'roundness_skimage', 'perimeter_on_border', 'perimeter_on_border_ratio',\n", + " 'area'],\n", + " dtype='object')\n", + "object_classifier_20220523_size_shape.cl\n", + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_classifier\\object_classifier_20220523_size_shape.cl\n", + "alle keys: Index(['Unnamed: 0', 'label', 'area', 'bbox_area', 'equivalent_diameter',\n", + " 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity',\n", + " 'perimeter_skimage', 'perimeter_crofton', 'solidity',\n", + " 'feret_diameter_max', 'major_axis_length', 'minor_axis_length',\n", + " 'eccentricity', 'standard_deviation_intensity', 'aspect_ratio',\n", + " 'roundness_skimage', 'circularity', 'maximum', 'mean', 'median',\n", + " 'minimum', 'sigma', 'sum', 'variance', 'elongation', 'feret_diameter',\n", + " 'flatness', 'roundness_simpleitk', 'equivalent_ellipsoid_diameter_0',\n", + " 'equivalent_ellipsoid_diameter_1', 'equivalent_spherical_perimeter',\n", + " 'equivalent_spherical_radius', 'number_of_pixels',\n", + " 'number_of_pixels_on_border', 'perimeter_simpleitk',\n", + " 'perimeter_on_border', 'perimeter_on_border_ratio'],\n", + " dtype='object')\n", + "\n", + "selected keys: Index(['label', 'aspect_ratio', 'perimeter_skimage', 'major_axis_length',\n", + " 'minor_axis_length', 'circularity', 'solidity', 'eccentricity',\n", + " 'roundness_skimage', 'perimeter_on_border', 'perimeter_on_border_ratio',\n", + " 'area'],\n", + " dtype='object')\n", + "object_classifier_20220523_size_shape.cl\n", + "C:\\Users\\maral\\Documents\\GitHub\\guanine-crystal-analysis\\src\\guanine_crystal_analysis\\cl_classifier\\object_classifier_20220523_size_shape.cl\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\2627386228.py:15: UserWarning: imgs/5. classification labels/img5_l1_20220520_mutant_56hpf_5.tif is a low contrast image\n", + " imsave(classification_folder + filename, classified_labels)\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 6, figsize=(20,10))\n", + "for i, filename in enumerate(file_list):\n", + " #imread\n", + " segmented_image = imread(segmentation_folder + filename)\n", + " cle.imshow(segmented_image, plot=axs[0,i], labels = True)\n", + " \n", + " df = pd.read_csv(df_folder + filename + \".csv\")\n", + " \n", + " #classify\n", + " classified_labels = classify_objects(segmented_image, intensity = False, shape = True, size = True, classifier_filename = 'object_classifier_20220523_', table = df, napari_viewer = None)\n", + " cle.imshow(classified_labels, plot=axs[1,i], labels = True)\n", + " \n", + " #create segmentation result folder and imsave\n", + " os.makedirs(classification_folder, exist_ok=True)\n", + " imsave(classification_folder + filename, classified_labels)" + ] + }, + { + "cell_type": "markdown", + "id": "1006d826-fe36-4d3f-aba9-12f2d3621c8f", + "metadata": {}, + "source": [ + "## Exclude discarded labels (DL)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "da4ec8e1-ad85-4e0b-9b18-d19a116cee44", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "dl_exclusion_folder = 'imgs/6. bad-label-excluded labels/'" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "bfade712-2c4b-4ce2-abbc-f89e57a1d856", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\3702400.py:14: UserWarning: imgs/6. bad-label-excluded labels/img2_20220520_mutant_56hpf_2.tif is a low contrast image\n", + " imsave(dl_exclusion_folder + filename, dl_exclusion)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\3702400.py:14: UserWarning: imgs/6. bad-label-excluded labels/img3_l3_20220520_mutant_56hpf_3.tif is a low contrast image\n", + " imsave(dl_exclusion_folder + filename, dl_exclusion)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\3702400.py:14: UserWarning: imgs/6. bad-label-excluded labels/img3_l5_20220520_mutant_56hpf_3.tif is a low contrast image\n", + " imsave(dl_exclusion_folder + filename, dl_exclusion)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\3702400.py:14: UserWarning: imgs/6. bad-label-excluded labels/img4_l2_20220520_mutant_56hpf_4.tif is a low contrast image\n", + " imsave(dl_exclusion_folder + filename, dl_exclusion)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\3702400.py:14: UserWarning: imgs/6. bad-label-excluded labels/img4_l4_20220520_mutant_56hpf_4.tif is a low contrast image\n", + " imsave(dl_exclusion_folder + filename, dl_exclusion)\n", + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_14956\\3702400.py:14: UserWarning: imgs/6. bad-label-excluded labels/img5_l1_20220520_mutant_56hpf_5.tif is a low contrast image\n", + " imsave(dl_exclusion_folder + filename, dl_exclusion)\n" + ] + }, + { + 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 6, figsize=(20,10))\n", + "for i, filename in enumerate(file_list):\n", + " #imread\n", + " segmented_image = imread(segmentation_folder + filename)\n", + " classified_labels = imread(classification_folder + filename)\n", + " cle.imshow(classified_labels, plot=axs[0,i], labels = True)\n", + " \n", + " #classify\n", + " dl_exclusion = bad_label_exclusion(segmented_image, classified_labels)\n", + " cle.imshow(dl_exclusion, plot=axs[1,i], labels = True)\n", + " \n", + " #create segmentation result folder and imsave\n", + " os.makedirs(dl_exclusion_folder, exist_ok=True)\n", + " imsave(dl_exclusion_folder + filename, dl_exclusion)" + ] + }, + { + "cell_type": "markdown", + "id": "df3a9dfd-5a57-42eb-89f7-70c22253cd5a", + "metadata": { + "tags": [] + }, + "source": [ + "# Measure on predicted labels (PL)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bdd53733-0a4b-4e69-b37f-ce0de6be7e90", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "df_folder_PL = 'imgs/7. dataframes of PL/'" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "9e9011a1-5f4b-4eff-8194-96c51be82502", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n", + "PROPERTIES = ['label', 'area', 'bbox_area', 'equivalent_diameter', 'convex_area', 'max_intensity', 'mean_intensity', 'min_intensity', 'perimeter', 'perimeter_crofton', 'extent', 'local_centroid', 'solidity', 'feret_diameter_max', 'major_axis_length', 'minor_axis_length', 'orientation', 'eccentricity']\n" + ] + }, + { + "data": { + "text/html": [ + "
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labelareabbox_areaequivalent_diameterconvex_areamax_intensitymean_intensitymin_intensityperimeter_skimageperimeter_crofton...roundness_simpleitkequivalent_ellipsoid_diameter_0equivalent_ellipsoid_diameter_1equivalent_spherical_perimeterequivalent_spherical_radiusnumber_of_pixelsnumber_of_pixels_on_borderperimeter_simpleitkperimeter_on_borderperimeter_on_border_ratio
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" + ], + "text/plain": [ + " label area bbox_area equivalent_diameter convex_area max_intensity \\\n", + "0 1 1018 1488 36.002192 1114 8.0 \n", + "\n", + " mean_intensity min_intensity perimeter_skimage perimeter_crofton ... \\\n", + "0 2.777177 0.0 134.225397 131.275931 ... \n", + "\n", + " roundness_simpleitk equivalent_ellipsoid_diameter_0 \\\n", + "0 0.861576 28.473774 \n", + "\n", + " equivalent_ellipsoid_diameter_1 equivalent_spherical_perimeter \\\n", + "0 45.521112 113.104223 \n", + "\n", + " equivalent_spherical_radius number_of_pixels number_of_pixels_on_border \\\n", + "0 18.001096 1018 0 \n", + "\n", + " perimeter_simpleitk perimeter_on_border perimeter_on_border_ratio \n", + "0 131.275931 0.0 0.0 \n", + "\n", + "[1 rows x 39 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for i, filename in enumerate(file_list):\n", + " #imread\n", + " normalized_image = imread(normalization_folder + filename)\n", + " PL_image = imread(dl_exclusion_folder + filename)\n", + " \n", + " #measure\n", + " df = analyze_image(normalized_image, PL_image, napari_viewer = None)\n", + " \n", + " #create df result folder and save\n", + " os.makedirs(df_folder_PL, exist_ok=True)\n", + " df.to_csv(df_folder_PL + filename + \".csv\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "319c31fb-9b65-4fb5-bbcf-f5f5226e9880", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.9.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/demo/3. Merging individual Images to stack.ipynb b/demo/3. Merging individual Images to stack.ipynb new file mode 100644 index 0000000..7817cda --- /dev/null +++ b/demo/3. Merging individual Images to stack.ipynb @@ -0,0 +1,929 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f6c651ea-f282-4a43-a289-dec99c828601", + "metadata": {}, + "source": [ + "# 3. Merge individual images to stack" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a3e0c994-2849-4ac3-8ccf-3021c784e0f8", + "metadata": {}, + "outputs": [], + "source": [ + "import napari\n", + "from os import listdir\n", + "from skimage.segmentation import relabel_sequential\n", + "from skimage.measure import label\n", + "import numpy as np\n", + "import os\n", + "import pandas as pd\n", + "from os.path import isfile, join\n", + "from napari_skimage_regionprops._table import add_table\n", + "from napari_time_slicer._function import convert_to_2d_timelapse" + ] + }, + { + "cell_type": "markdown", + "id": "8b794723-bd76-471e-80f0-b5eae1706381", + "metadata": {}, + "source": [ + "## Merge individual images to \"stack\" in napari" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "876bc021-c122-44e5-904b-96f78c3c3df0", + "metadata": {}, + "outputs": [], + "source": [ + "#get image folder and good crystal labels\n", + "label_folder = 'imgs/6. bad-label-excluded labels/'" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f9e4b51c-9a2b-4127-9e87-a7b18085a4ac", + "metadata": {}, + "outputs": [], + "source": [ + "def get_sorted_image_list(directory):\n", + " files = [join(directory, f) for f in listdir(directory) if isfile(join(directory, f)) and f.endswith('tif')]\n", + " return sorted(files)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7c77990d-2176-4c80-97af-a687d66d086d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "label_list = get_sorted_image_list(label_folder)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b4ae3131-349f-4d6d-9b15-e43e1b60dfaf", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: QObject::moveToThread: Current thread (0x271b6c14970) is not the object's thread (0x271b6c16f10).\n", + "Cannot move to target thread (0x271b6c14970)\n", + "\n", + "WARNING: Could not load the Qt platform plugin \"windows\" in \"\" even though it was found.\n" + ] + } + ], + "source": [ + "#open napari \n", + "viewer = napari.Viewer()\n", + "viewer.open(label_list,stack=True, layer_type = \"labels\")\n", + "viewer.layers[0].name = \"labels\"\n", + "\n", + "#convert folders to 2D timelaps --> behaves like a stack\n", + "label_layer = convert_to_2d_timelapse(viewer.layers[\"labels\"],viewer)\n", + "\n", + "timelapse_label_image = np.asarray(label_layer.data)\n", + "\n", + "# relabel image \n", + "relabeled_timelapse = []\n", + "relabeled_image = np.zeros((1,))\n", + "for i in range(timelapse_label_image.shape[0]):\n", + " relabeled_image,forward_map,inverse_map = relabel_sequential(timelapse_label_image[i], offset=relabeled_image.max()+1)\n", + " relabeled_timelapse.append(relabeled_image)\n", + "\n", + "relabeled_timelapse = np.asarray(relabeled_timelapse)\n", + "\n", + "#append images and labels to napari\n", + "relabeled_layer = viewer.add_labels(relabeled_timelapse)\n", + "viewer.layers.pop(\"labels\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "9d1bebea-d52d-4d5a-8e80-f0791df65ecb", + "metadata": {}, + "source": [ + "## Concatenate dataframes" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7feccbf3-34c7-48a6-b227-b0f8b8c90c85", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "df_folder_PL = 'imgs/7. dataframes of PL/'" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "053d9310-3621-4e9a-be7a-7cd74b5b1950", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#append directory and sort\n", + "def get_sorted_list(directory):\n", + " files = [join(directory, f) for f in listdir(directory) if isfile(join(directory, f)) and f.endswith('csv')]\n", + " return sorted(files)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "9f4fbe99-2abd-45fe-a744-f292a21c8b66", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['imgs/7. dataframes of PL/img2_20220520_mutant_56hpf_2.tif.csv',\n", + " 'imgs/7. dataframes of PL/img3_l3_20220520_mutant_56hpf_3.tif.csv',\n", + " 'imgs/7. dataframes of PL/img3_l5_20220520_mutant_56hpf_3.tif.csv',\n", + " 'imgs/7. dataframes of PL/img4_l2_20220520_mutant_56hpf_4.tif.csv',\n", + " 'imgs/7. dataframes of PL/img4_l4_20220520_mutant_56hpf_4.tif.csv',\n", + " 'imgs/7. dataframes of PL/img5_l1_20220520_mutant_56hpf_5.tif.csv']" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_list = get_sorted_list(df_folder_PL)\n", + "df_list" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "6e1092e5-64cc-4d15-b670-00255eeee4fe", + "metadata": {}, + "outputs": [], + "source": [ + "df_all_images = pd.DataFrame()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "af4c9f33-9d1f-4523-b764-08630523bb4a", + "metadata": {}, + "outputs": [], + "source": [ + "#merge individual tables \n", + "for i, df in enumerate(df_list):\n", + " df_one_image = pd.read_csv(df)\n", + " df_all_images = pd.concat([df_all_images, df_one_image], ignore_index = True)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "5425ce42-1766-48f7-bd71-9636a379e3f1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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17 rows × 40 columns

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" + ], + "text/plain": [ + " Unnamed: 0 label area bbox_area equivalent_diameter convex_area \\\n", + "0 0 1 214 336 16.506764 236 \n", + "1 1 2 232 368 17.186959 254 \n", + "2 2 3 482 1040 24.772999 545 \n", + "3 3 4 382 595 22.053968 436 \n", + "4 0 1 292 496 19.281752 330 \n", + "5 1 2 318 483 20.121883 348 \n", + "6 2 3 809 1316 32.094404 876 \n", + "7 3 4 1899 3036 49.171962 2031 \n", + "8 0 1 485 988 24.849973 559 \n", + "9 1 2 1231 2340 39.589871 1423 \n", + "10 2 3 220 322 16.736568 243 \n", + "11 0 1 140 196 13.351162 150 \n", + "12 1 2 1389 2035 42.053891 1481 \n", + "13 2 3 549 832 26.438769 604 \n", + "14 3 4 809 1364 32.094404 894 \n", + "15 0 1 1806 2684 47.952796 1985 \n", + "16 0 1 1018 1488 36.002192 1114 \n", + "\n", + " max_intensity mean_intensity min_intensity perimeter_skimage ... \\\n", + "0 3.666667 1.246885 0.000000 58.941125 ... \n", + "1 5.000000 1.511494 0.000000 61.112698 ... \n", + "2 6.666667 1.904219 0.000000 107.568542 ... \n", + "3 8.000000 2.003927 0.000000 89.254834 ... \n", + "4 3.866667 1.369635 0.200000 81.597980 ... \n", + "5 5.000000 1.635639 0.133333 76.083261 ... \n", + "6 4.733333 1.832303 0.200000 121.296465 ... \n", + "7 7.000000 2.075162 0.133333 188.308658 ... \n", + "8 6.375000 1.534278 0.000000 109.083261 ... \n", + "9 5.125000 1.705930 0.000000 179.231493 ... \n", + "10 5.000000 1.787500 0.000000 59.698485 ... \n", + "11 2.235294 1.152941 0.176471 43.798990 ... \n", + "12 5.235294 1.947021 0.117647 154.610173 ... \n", + "13 4.235294 1.136076 0.176471 105.947222 ... \n", + "14 2.882353 1.198793 0.117647 126.432504 ... \n", + "15 9.333333 3.100221 0.000000 195.923882 ... \n", + "16 8.000000 2.777177 0.000000 134.225397 ... \n", + "\n", + " roundness_simpleitk equivalent_ellipsoid_diameter_0 \\\n", + "0 0.879628 13.988563 \n", + "1 0.890703 13.144561 \n", + "2 0.740814 13.447363 \n", + "3 0.793634 14.049873 \n", + "4 0.756802 11.442317 \n", + "5 0.844971 16.213116 \n", + "6 0.856810 22.846475 \n", + "7 0.852485 37.546382 \n", + "8 0.733095 14.527596 \n", + "9 0.719764 22.507891 \n", + "10 0.886980 12.321659 \n", + "11 0.948838 12.557868 \n", + "12 0.885134 34.131751 \n", + "13 0.786470 22.916252 \n", + "14 0.818830 24.766281 \n", + "15 0.793847 38.375177 \n", + "16 0.861576 28.473774 \n", + "\n", + " equivalent_ellipsoid_diameter_1 equivalent_spherical_perimeter \\\n", + "0 19.478288 51.857529 \n", + "1 22.472533 53.994425 \n", + "2 45.637309 77.826670 \n", + "3 34.617929 69.284584 \n", + "4 32.492190 60.575409 \n", + "5 24.973002 63.214760 \n", + "6 45.085765 100.827545 \n", + "7 64.397201 154.478276 \n", + "8 42.506771 78.068494 \n", + "9 69.635929 124.375248 \n", + "10 22.733359 52.579478 \n", + "11 14.194570 41.943914 \n", + "12 51.814796 132.116194 \n", + "13 30.502741 83.059843 \n", + "14 41.590854 100.827545 \n", + "15 59.920782 150.648151 \n", + "16 45.521112 113.104223 \n", + "\n", + " equivalent_spherical_radius number_of_pixels number_of_pixels_on_border \\\n", + "0 8.253382 214 0 \n", + "1 8.593480 232 0 \n", + "2 12.386499 482 0 \n", + "3 11.026984 382 0 \n", + "4 9.640876 292 0 \n", + "5 10.060941 318 0 \n", + "6 16.047202 809 0 \n", + "7 24.585981 1899 0 \n", + "8 12.424987 485 0 \n", + "9 19.794935 1231 0 \n", + "10 8.368284 220 0 \n", + "11 6.675581 140 0 \n", + "12 21.026945 1389 0 \n", + "13 13.219385 549 0 \n", + "14 16.047202 809 0 \n", + "15 23.976398 1806 0 \n", + "16 18.001096 1018 0 \n", + "\n", + " perimeter_simpleitk perimeter_on_border perimeter_on_border_ratio \n", + "0 58.953907 0.0 0.0 \n", + "1 60.619988 0.0 0.0 \n", + "2 105.055589 0.0 0.0 \n", + "3 87.300406 0.0 0.0 \n", + "4 80.041253 0.0 0.0 \n", + "5 74.812972 0.0 0.0 \n", + "6 117.677776 0.0 0.0 \n", + "7 181.209319 0.0 0.0 \n", + "8 106.491633 0.0 0.0 \n", + "9 172.799977 0.0 0.0 \n", + "10 59.279230 0.0 0.0 \n", + "11 44.205563 0.0 0.0 \n", + "12 149.261153 0.0 0.0 \n", + "13 105.610950 0.0 0.0 \n", + "14 123.136095 0.0 0.0 \n", + "15 189.769763 0.0 0.0 \n", + "16 131.275931 0.0 0.0 \n", + "\n", + "[17 rows x 40 columns]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_all_images" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "e09a331e-005f-4102-b011-6574ca706e0e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Napari status bar display of label properties disabled because https://github.com/napari/napari/issues/5417 and https://github.com/napari/napari/issues/4342\n", + "Table clicked, set label 6\n", + "Table clicked, set label 1\n", + "Table clicked, set label 2\n" + ] + } + ], + "source": [ + "#relabel seqquentially\n", + "df_all_images.loc[:,\"label\"] = np.arange(1,df_all_images.shape[0]+1)\n", + "df_all_images.to_csv(\"imgs/df_PL.csv\")" + ] + }, + { + "cell_type": "markdown", + "id": "28393994-7eb4-4b88-80ec-a35fc757bc7a", + "metadata": {}, + "source": [ + "## Add df to viewer" + ] + }, + { + "cell_type": "markdown", + "id": "2b69d43f-41ec-4056-950d-933d6e1379bd", + "metadata": {}, + "source": [ + "related issue: https://github.com/haesleinhuepf/napari-skimage-regionprops/issues/41" + ] + }, + { + "cell_type": "markdown", + "id": "22a6f8c2-b797-4ecf-bb19-2b2449aa4d63", + "metadata": {}, + "source": [ + "within napari:\n", + "- go to Tools -> Measurement -> Load from CSV(nsr)\n", + "- import .csv file" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "fa16923f-af27-420e-9853-3d405bcdb463", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/html": [ + "\"\"" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "napari.utils.nbscreenshot(viewer)" + ] + }, + { + "cell_type": "markdown", + "id": "dae6f59c-3885-402a-8eb9-a87d569a2edc", + "metadata": { + "tags": [] + }, + "source": [ + "Then you can use the napari-clusters-plotter:\n", + "\n", + "Dimensionality Reduction (UMAP):\n", + "- go to Tools -> Measurement -> Dimensionality reduction (ncp)" + ] + }, + { + "cell_type": "markdown", + "id": "e189dac4-5895-4494-806d-ae9fad73b2ee", + "metadata": { + "tags": [] + }, + "source": [ + "Plotting:\n", + "- go to Tools -> Measurement -> Plot Meausrement (ncp)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84750dc0-f63b-4c40-adf5-84dd513a0a28", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.9.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From b2806f5b7c60c7270408d5fc657f23e18b828da5 Mon Sep 17 00:00:00 2001 From: Mara Lampert <97048948+marabuuu@users.noreply.github.com> Date: Wed, 15 Mar 2023 16:26:23 +0100 Subject: [PATCH 2/6] add image source --- ...analysis-plugin from a jupyter notebook.ipynb | 10 +++++++++- demo/3. Merging individual Images to stack.ipynb | 16 +++++++++++----- 2 files changed, 20 insertions(+), 6 deletions(-) diff --git a/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb index 270e7c0..90f5ea8 100644 --- a/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb +++ b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb @@ -8,6 +8,14 @@ "# 2. Executing guanine-crystal-analysis-plugin from a jupyter notebook" ] }, + { + "cell_type": "markdown", + "id": "d8271270-1fdf-4736-8a23-604c3b986bb9", + "metadata": {}, + "source": [ + "The images shown were taken in [Rita Mateus Laboratory](https://www.ritamateus.com/)." + ] + }, { "cell_type": "code", "execution_count": 1, @@ -1247,7 +1255,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.9.15" } }, "nbformat": 4, diff --git a/demo/3. Merging individual Images to stack.ipynb b/demo/3. Merging individual Images to stack.ipynb index 7817cda..0327689 100644 --- a/demo/3. Merging individual Images to stack.ipynb +++ b/demo/3. Merging individual Images to stack.ipynb @@ -9,11 +9,17 @@ ] }, { - "cell_type": "code", - "execution_count": 1, - "id": "a3e0c994-2849-4ac3-8ccf-3021c784e0f8", + "cell_type": "markdown", + "id": "24441e61-67f8-43fc-b69d-25b29ed1550f", + "metadata": {}, + "source": [ + "The images shown were taken in [Rita Mateus Laboratory](https://www.ritamateus.com/)." + ] + }, + { + "cell_type": "markdown", + "id": "1335308b-7bb6-44c5-bfc8-666895e1500e", "metadata": {}, - "outputs": [], "source": [ "import napari\n", "from os import listdir\n", @@ -921,7 +927,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.9.15" } }, "nbformat": 4, From 9215adc5a1eedaa00ba1ffc3789c9970208820c4 Mon Sep 17 00:00:00 2001 From: Mara Lampert <97048948+marabuuu@users.noreply.github.com> Date: Wed, 22 Mar 2023 15:34:32 +0100 Subject: [PATCH 3/6] add image source --- ...stal-analysis-plugin from a jupyter notebook.ipynb | 11 ++++++----- demo/3. Merging individual Images to stack.ipynb | 5 +++-- 2 files changed, 9 insertions(+), 7 deletions(-) diff --git a/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb index 90f5ea8..052f185 100644 --- a/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb +++ b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb @@ -9,11 +9,12 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "id": "d8271270-1fdf-4736-8a23-604c3b986bb9", "metadata": {}, "source": [ - "The images shown were taken in [Rita Mateus Laboratory](https://www.ritamateus.com/)." + "The images shown were acquired in [Rita Mateus Laboratory](https://www.ritamateus.com/)." ] }, { @@ -102,7 +103,7 @@ "outputs": [ { "data": { - "image/png": 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y9OjR2ELI+ZUVXs/0pjS2BCXuCU3cAmizur/alihfxPJYxz1BUeOR8m4c3pEjhGh7/+Mo7VaQBEUnJ8Io0m29D/xcI+48KDrjim0/Tp48GXg80mIUcGtzWA+eTpdOGo3SIiOEiHc+4WY4OX78uKMEZwOCqhRP0lzBS2GvepqEqcs0fm7jqX5nm8/FJrRYUGOFn5wycRU5hFqn26KWtMiJtCpR/ZaocregoBDdNJb58ZoyFciJ+Ap7HMieB0lUwiaxTXH1LyodQDtDjclzVfZ64WeKibJvutKNciLIPQzi+eRHWc4beeNqm+3xbm3udnnRrmL6vXZKXgXNL8X/h7HFB2mc0ET5QAZ9SJPQzs1QeKIxMzPjTECEEM53fsY3Sco2Lt04oTEV2Riiy9WShPBPbs+TqnCPur0HDhwQhw8f7vgY2LQzzPnyOMZpgImq7k7XkxYZIUT08wnZcBI0RJZb8TIOhCmHDh0S58+fj6Vuvx5AuuO9crbY5svRlSS+a/2OZZj73ol+pEVOpHHNsVmMJu3s52YZ03YUP15LkBM3S9Rrc1MobJuoCGlRZiZl82xc7fCqN47ruoVQ1302NTXVlvlVGuVEmJxG7X7WOqkbVHNKJaVdm6W0w7DWjgJjiw/SuPDxW7pZeET50k3SOHFb2JNFjmnKXi5JFD5yUb1zdCWNExrbohoOVGNF1Dk//NbnN/eLGl7M7ZryMaphSad0V+sJophvt/fFiRMnXPuNEk1Ji4wQIr4wYlEVt9BaRHbeEzb5ZKJWuEfh1WHr6SNfy+t+uBlsgnrcoAQraZETaVpzbAaDgJeiXv1+M4xJmotXqDHIiWSWKNezceyUTuJY+NF/2IxDFPdA3gQa5T1lox3rQVQPmKgL5ET456ndxW8unyT2Qe5LHMd2c/EbfizsuMHY4oNumtAIYRdaqlNlswsEXRxS3X07evSoEEI4OXSEuBmjlCcxbrFWkzTGNi8yTGiiMaIEMTREaRiQr29qS1zGkCj6EaRtYfvT6fPTUtIiI4QILidMinpTzg+3upIQbqrdRQ2hpo4TJ703nasmvLcd271794rz589r75cuRwwRifPnzwshhPNZlMaWduXDCVPiUpCkRU5005oDBSVtBXKivaUbd8Z3Y+m0Ny5vKOW/VY8o2aOlHR5Am1FOJO03ZdOeuPJ7pKEk7X4lpV/teiZgbPFBO1x126UAj/JlGYc7Ypjreo1xFPcpjraFuZc8+YgrOX0nC+fw6MYJTRiPlSQo0HVhrg4fPqz15FA9Y3R5XbyKjbEkiNeO3357ed/w550KdRbleKappEVGCGEnJ2w8Q9pZ/ITesi3t7IspFJqpDWzk4PkSn++nzV7XnJqaaqnv0KFD4vTp00IIIRYWFoQQwrOtKPYlLXIi6UpUL8+NKJKUo3RPSdvzADnRPSUKPYXb2r9dYbPcPu+EEaTdY6JeUw0/J4cQk/8f5xh0i5yI8xnev39/032KW0fWjbqwbiqd2uzdruuq14GxxQdpmtAESVSllk7HBI2j7k56c/B4RtEG2fVWiLcTwPH/g9zHpJdumdDIJWqDSVzKc68cLPy9W/gzPmdkZMTaaMTn+O2XHyOO2zFqW93GwPY8r3PD3pt2liQY/OSSFhkhRPD5hOoxEUa+u3nDuCn1T58+LYiiSYLeKe8aNy+RhYUFz2Nsvrftq+rZwgYWGa8xjtIIk9ZwZbbPUlrkRJrWHCh2ZbOEFpP7mdY+Q050R5GV87LyVz4mbA6SJEWK8Nu3KIvbfDSqdvA1VEOPEMJR6sthoqK4rlu/0ignbEK3h71/SfpNdGvZzGPcKcNJkONhbPGB24TGxrrfyR+Fm5U3DveypAmAOLxgbOuManx11wvywmzXM+D3+l7jmcYJja5EbRDxUnjbXk9XT5TKdF1dNm07fPhwLKG7gvZNPc/kvSJ77sR5/6O+Z2n2dkmLjBDCv4JEp0w/fvy4byX7oUOHHKV0EAV91Ir4qEKdhQmnJl+HPVGOHz9u5QXjFnLMth2nT59u8mbhf8+fP+/EHQ/iUaMbv7R4IcVZ0iInoESNp6RV+Y/S3gI5EX/xmzuhHSXO9bBN3VFeP079QxTXCnPvdeHD1Hr9tinI5iXIieD3Nqrfv99Q+W4h9lGiKXGNbbvvmek58uM9BWOLD9otqOLySLD1sIhyApRWgRZ0l0YndsG0a4w7NTHGhMZcdAr2IN4TtgYKDu0mX0s2Ouzbty+Q0l9nuBgZGREHDhyI7fmOyzvDy3snaV4h3VDSIiOEeFtO7N6921cf3UKLmQwhfkJnxVnCerH4bXMYQ8PCwoIzbmEMTLbnmmjHfekWI4ptSYucSJsSdc+ePa6GDBg5klc6fU+iCC0WV3gyyIl4S1r1Apu1JM0oJheTsj3qzc7t2rUeByY50Y77GvQacSV/b/dmaduymfPKJGmMov5NwNjig7gnNKqVLK0TkSS/kOPuU1gDmTox8BMOLo3Pi59nJe0TmihLWO+DMN4ubnW6hRHzc11dXbpzDx8+HGos4jR4uHnk2BjC0uBhkjSDUVpkhBD+5ERYI4VN+CrbYgodFpXHS9yKf6/6uR+6MVO9Szjc2Pnz51vOl/O8uF1vampKHD9+XExNTYnz588LIYQ4fvy485zYjGvU3kbt9l6Ku6j9SYucSLoSdc+ePeLgwYNNn5XLZU/ldxQK/k4bCVCiKUHvIz9jYZ8Dt/MhJ8KVNOsCktb2NK7v23Wf5HvVifu22eREO/MTdbJNSSvcx3blo4nLqJGUeyX3zyRfg8pd5GwJQZQTmjjzaOjc8pIawzNsP9vVB5u+hWmPzQ9aV3+3TcDc+rPZJjTtLl6GErXIOVjkz3WGEq9E8fLxsgHlwIEDjhdNlMaHqEKvedWhM6qonyfFYBFlHplOlbTICCGCyYmwSmv1fFOoKbfzOq04j3rMbPLO7N271ximTA7lJiv13erjMGWcm0U2rgghmq6XhKJ6TSUlFFlQo1Ba5ERa5xJEMIagxFNsjSxRPH+QE+FK1AqspKx3o9SnuIUHD1JXXGOUxPy5HGJViGg8gIO2aTPKiSSG/4urdHs/5f7FLWO7fSxNBcYWH4QVVPJDJivpo3i4ue6pqalAVs+o3e/a4TIYxX2I+jzdvfRzf5MymUxi2YwTGrXE6e0wMjLS9PyxEcDPNW0U9gcOHDB6rezbt6/leu02AgQ1fqjtlsePQ6Hx/0dGRsThw4fF0aNHW0KyRflMeBm5uq2kRUYIEVxOuCmYZaOJm1GAv+dE97rjbRTZSVCchyly+4UQLd+pG0XOnz/fYqAytVuum/Ox8P+PHz8ujh8/7uRmkWm3ISNJRp12lbTIiaQqUYniC92EYl+6zaAl92dyctL3+UHOcSuQEyhc0qQkjLqtcW4ODtPHmZkZMTMzI6ampjqq/Iec6K6Spt96kksnxjHOa4bx9IGxxQcmQWUybiTxB2tqk9+dGur3bkYC3Ys6qHEnbPxN9TzbSYTX9bj/YfK4JPWZSUrBhKZzRZd/xGQEkfO6+DWUeOU50RW/Bqg4PUl0bWHjEhuSDh8+LM6dO+cYXoIa0HT3IQleMp30kEmLjBDCXk6oYa3kBPdEwbxO3AwEpjo6YQyR2xU2lJpb3X7PccuBo7ZT/vvQoUOO4YW9WlRMBjBdO728ccLknPE7LmqItSSXtMiJJM8lZGPLkSNHfBlf1GOjVpJ3qnRLP8IWP89Ckg1GkBP+iqwHCLsW9tp4uFnXyt0U4SLsc8AGF1Odsn4nToMR5ETyy2aVFxi7ZPQXxhYfJFFQRR26yrY+3k3gVV+3FFPf3MZLPSfqRG1JKfwc2PQvzDOyGSY07PVA1NmcHXI7TMr8U6dOGdsoH+fHU4XPCxvmyy0kmhqyzGY8whp0pqennWd/ZGREPP3006EMLXGXpLbLq6RFRggRTk50Sqmtuy4r2d0U+nHld4misDEkjFeIbGgwGYWOHz8uDh06JKampoyGFiGE0UiiMzj5Cf9me05Sn70oS1rkhK2M6KTC2u+1jxw54vwf3jEoSS7dJidQuqsEWU/bbrgNU9qZf8PPxt+4SprlRFz6KD8RduLySjK1QfVQiPKZ6Tb9XhpLuw3SNnXD2OKDsBOadrwEotpNEmUMUj87CvyOke3xcbvBHj16tClRvfx/dnHlsdHtxuj0cxPm/sZxv3QlzROadpawinIbYwj/32QU4e9MdZ04cSJSLwz2HrGts50GLfZm4X/VcUxqSUMb1ZIWGSGEPzkh5xUxKbuj8tDoZPEKzeVW2tF/m1wqXOfU1JRz/MLCgiC6OTU+f/68OH36tOPdcv78+ZZnQ22XyUAS5bPQydLu9qZFTnR6LuFWZCNLuVy2zqFx7Ngx5/8wtmyukmQvFl2BnIivhFVKJm1djNLeIoRIzDPQTXLCdkyTaFTQ6eDaYVxE8Vc6/buNMk+WbYGxxQdJnNDoHhDZmmtjMTaFEAuTxM7GuNEOYRdVH6JK5mZbV5Q7VrqldNOExlQ6nWNDNT7I7VG9TuQ8K6b6/CjsO/UCjjLsla6/OiOQm5Gqk/c/6e3xKmmREUK8LSc+//nPO+33Ujqzd4NNUvcgxU99UVw7ytBgXiG1ouxHmHYzCwsLTTlbFhYWxMLCgu/QX502mHX6+kFKWuREEtccXGQPFb+l3Ur3tCn5UZJRICfsiymEWFh9Ako6SpQeJqZQYFyEEL5D34fpi1fpFjnh955FOeZR5q6Oq/5uLd2mO4z7XgfJ3QJjiw/cBFXQm5vExGNxPcDyD1q2PMdV3CzbNn3xe2+OHj1qnbslyYJf1zY24MXZdq/xTvuEpt2Kaz9eG3wsGwbkpO6mc9y+C+sxYhtOrNNj7Gd8eUwOHz7stLPTxrVuK2mREUIEV5CcPn06dZ4LQUrUyd7VcGc6gwnnVOF3URSGBK6Pc+2oRhYhREsenqDX8Ts+nXyOOmmkSYucaIcSNYh3yZ49e5oMGAcPHvR93uTkZCpznMBwk6zxifMZgpyIpnRSidupkqY+JFkfoWvr0aNHxfT0dGI29W4mOeEnKkunnuM0/fa8Sjf1pZv7pcpQ1SADY4sPoop3GKWXRNBr+4mR6Jb0TpeXpFM/onYbrkzX8zK0dGJ84rpmO/uymSY0URcvI4TOuGEymMiGA7+TdDbQsJGBjTqmNpjarbYtaUYW1RDFY8bGrCTna0nqmNqUtMgIIZrlhJfiWQ6v1S4F+fHjx1uupSZ7j/qaYfpmey6/t/l4TkhvE5LL5hp79+4Vp0+fbhqf8+fPN11/7969Ympqyvl/FH0zGVKi9B7qlpIWOZHEuYRc2LtF9XLZs2ePU/hv9Xs59BjCifkvfowaSTEQhfGG6sQYQk4ELzMzM7GuD7tNWRe0eOXG6CZ9Qzs26QYpaZQT6to9TQa3MO1Vnx+dl4Lbcxb1OCXtee5mmd3J68PY4oMwE5ooDQFBrbdxxi508x4JU7/XRMJk7InzmmHuddD22ewm6JQgadd10zihCVLiVnLrPFJkA0pUXimmek6cONHkSaM71m0MbENyxTFGfutJukGl20paZIQQZjnh9v6Qc4aEVab7MZYkLVSUbd4UXXEbL1O9tv2XPWfUOr3ul+6+64xdHErOpl267+Mw1nXi+QjTj7TIiTBzibgV7EeOHBHf+MY3xOTkpKhWq+LZZ58Ve/bsEQcPHhQXLlxoaoPaFpNxJY2eLnGVcrncMSNUNxvB/PRpM8iJMMVPKKe4wmcnsXRLP/zce7e+79+/Xzu/iVuxG+d9kPuTRjmhC/XndW/apYiP+jpy1BmvElb/180lisTz7dZThn0nRXUejC0+iHNC4yYM1JeGzQPPx3jlHZGTt5uO279/vxDCnIys09ZKvz8Sr/a6CQ++F16GJLcxFUJYt5d3B3V68hZlCLmgJY0TmiQV2YskjGeIfOyJEydavtu3b1+LBwtfUzbquBW38Fq6tvo1arTbayOKNqN4l7TICCFa5YRJSR+kuIXKUotJcR9WgR60/X49SYIUPwYqeRxkY5dtX3UeJ7qxNYU1i3McNmtJi5xo91zCj4HmyJEj4qc//akQQohnn322ybBy5swZMTk5KcrlspicnLRWcB87dkwcOXJEHDx4sCVU2WYushFKHpO4xufYsWNte46SXCAn7EsS1qmbtSTBkBWmfp0eqhNjFLRATgS/D/v373c1cHQqelCUZTPLxSj73slxDJKnRS4wtvjAZBUO+xDIBgCTNdlkTOFreyWG4peZWzuj8r7xs7Mhyh+XrYCNOtxYFNZetxKlpd3PSyhpLyxMaFqL3+TubkYGkwFGFxJLPffkyZNW+Uf27dsnhBBNIbVs26crqrEnjjHrhhKlYSfJ4cXSIiOEMMuJMEaKIOdG5ZUQ9PqdKnJoL7XYGGNMId3kcQgytjpjDGNbh1e4N9XbxtQO2/Z2+l76LWmRE0lQjpjKwYMHxZEjR8Tjjz/uGEeISJw5c0Z84xvfMIaM0oUWO3jwoHjkkUec8w4ePGidB6bbis5Q4ebxwwYtGwOHrRHE5JHkt56kFtv2Q074K6YIDGHXkklbi9q0UdUBeOkd4lAkBtW7tHus0nKPTaVb5YTXJu92lW4P3dWushnkcFL7BmOLD9wEVVhjS9BjVU8LU326z6anp61drGxf2HycjcdHOyYB8jX8uBLa3gM3I1g7+xZFSZJ7n65064QmScWklD9w4ECLkl0OB2Y6f9++feLw4cPiwIEDYt++feLcuXPi1KlTguim0t7m97hv377Av9tu3FHiFaYtKUVnTIu7pEVGCNEZOWFS/us+DxNmzOS94VXCKu69rstGCPk6qmHFT2guzvci13X+/PnABqypqamWc0+fPi2EEOL06dOuBiK3/gZ9RpJgSIkjRFla5EQS5xJeuVaOHTsmLly4IMrlsi+DCRsNHn/8cWPdSVfyR2Egcuuj/J1tyDXb+nT3MenjHXfpRjmRJg8Ck74jrra3c70Q530IqxuIKkR9O/scZf/9trkb5UTSipf+TvedaaNyO3/n3aiD6Lbi5bWS1Mg8m8LYElbJ7vUDNIW7ijPvipvBZmZmxhF2R48ebdrB4ic0VzsFT1iPkCCeMp3eRRJ2fL1CqLn1Pe62duuEplNKczVviukYuX26JPbqd7o62DAjHzMyMiJOnDghjh49Kk6ePCmefvpprdfJ9PS0OHXqlDh37lyTAl9V5odV7HudH/d9GhkZidXrxk8enLSWtMgIIaJZ+Nh6k4T1YDAlXyfyVuhHEU4sinHyGkPdMer7be/evWJhYcGz30IIcejQIed8PwYD1YAjo9bjx5gS1XgmwQATtqRFTiRVOXLkyJEmowuXPXv2iGeffVY8+eSTrsp69fODBw+KJ5980vmODS7I4dKaP0X2GPJrzGpne9Na5GcOcsKusAeFEDfDjQth74XpVpKys962jTaft+v66v3h/0cdsimqksT7a6vfSKOciDJiStgQS+28//LvJW2GkCT+RpJY/OQSC/I7kCNR2T5DMLb4IOoJjZuHhHyMKUyYbiISRRIyU6IqUxu9vFlsHljTd0JEM2lLYlHHM24vmbS9WNSSxgmNV9EpueNQuNsaCg4fPtziOcGhurhd8g4TOYyXaojh4/nvw4cPN+VzYW8ZGb4+fzc9Pd30PXvIdGJsku5J4qe027jSLtmTFhkhRLOcUBXYURrtg3g3JLVwgni3Yw4dOuSU48ePi+PHjztGCrfQX251ms6Rc6qox5w+fbrFkDM1NaW9t6pHjpq3hun0Zo4wJQlGmk996lOCKD1yotNKVF2ZnJx0cnrojCFPPvlkkyHGJiTVnj17xE9/+lNx5MgR8eyzzyYiX4uf67c7kbw8PiaDVBo9g5JWICfsCiusbBVXtvNBkzIrrUrHqJOAcx26MfLKK5vE0om2JnXXehwEkRNe49OOe2ZjzIlafxaVF13QOrohV00U4xB1cdM7e42nH6Oiei6MLT6IQ1D5eUBtvEPCXE8IYVVX0Jd4kONtw5yZDFJxJ47jyWW7YkrqrhOFAsatDluvpbj7380TmqAlCqW5qQ7V6MJ/nzx5Upw8eVIbRkyuiw0x/NmpU6fEyZMnm4wxp06dcsbt4sWLLZ4qMtVq1THY+PGskYtNXpkox1g1OHnVzeMZZS6ezVTSIiOE6LyCJKnFzRiiGiFs6lK9cNxymLgVv+Gs1LwpfO2pqSnnerIXixwijK/FIcSEEI5Hjd8iX08uqgfNZippkRNJkhF79uxxPCnkHC1yYSOLH+PDsWPHxLFjx8STTz4pLly4IKrVqpMPJmybYVwId7/9jnWaxtumrZAT5mKjjAy7NlQVY27XTLKi0ab4SRIvj4eaj9evN5AffY6bnsVvjho/JelJttMmJx5++OFI+x+FZ0sn7m1Q/WCUXkFB25lmeddt/bEpMLb4II4JjZfhRP5R65Kdmc7XJaqLa1ek24/ERomvCq4oLMrtsqJ6eRwFbad674O2xeSZpBqyvPL3+ClxPWdpm9AkvRw4cMAp6nc6IwrnTpmenhYHDhxo8oLRnafzBFE/q1arzrixcebw4cPi6aefFhcvXmwa1+npaSesGRtNZE8Z2ZAit8vWIyWpBgv+3cbVvnb0O4xXkJ/2pUVGCBFOTth4d/C/ceS8aFexCX+m8yjhvi8sLAghhNG7xzY/iTqG8t9uY6y7rulYXciyvXv3iuPHjzvPTBxj3E2eT27Pinx/0yInkjKX2LNnj6N8l/OqqEUNeSUrtHXKbTbgTE5OioMHD4ozZ844YchUo02SFfk6w0SU3i5qXaphI8qx8Wq36kkTxbWTem8hJ/RFVvLzZxxGTIjWTZth1pZy+HKuz2uNreo/otglHpcyUKfXUfvvdT6HbpuenhbT09PO37r7wWM5NTXV5JEkhAikN0myN4qNYW6ze7b40TWlQSHup43dkv8JJfn3BsYWH3hNaExWf1MJkixevoY8AdEZV0zXDOI+pSumNpsMELr2qsdynVH8GHQvkLSG4QjjyqmbWEQxDl4Jy4L00a0faZ7QyKXdSn051JdaTB4U6jlym9lAY6NA1+V74f/LC4L5+XnH6+XAgQPi6aefbhrTc+fOiRMnTogTJ06I6elp5++LFy+K6elpx+MlbKgvm/Pjvn+mxPJxhjELUncSjVNpkRFCJEeRyiUOw4yf0FEmjxP+nI0CsnFA9XSRw3pxf3Rt8Oqnqd2q0t42Z06QIvdTCGHsY7ueD7c5Q9oMemmRE0mREZOTk+LIkSNicnJSPPLII5HUKSvY9+zZI86cOSP27NnjeLiYzlM9XqJISh/EMNLO0GFexggbY0VSDRpJLpAT9kUI4Sj+bdfxXqG03daYprXi1NRUR5Rp6vvRjw5FzYNr6q8psoWJmZkZJ9+uuvHS7TzGT6h6mzHv5CZYm2OCGhPSLCf8hFXq1P0MU9KcoyWNpZ0GuSDXeuKJJ8QTTzxhPDdo+72eLRhbfKAKKlsFt9cxUcck9dMutza0q+jcT+UJk81LMegulLC7bvz+4PgYr/w3cl0mg5RNSZJxKexYp3lCk5SienxwbhT1O/Zk0dXx9NNPN9Uhf+fmzcKeMSdPnmzyWjlw4ICYnp4WFy9eFBcvXmzZlXXixAkhhGg6Z35+Xly8eFGcO3dOTE9Pi2q1Ks6dOyfm5+cjzXkTV8J6N+NGFEaMKNvtZYhJUi6btMgIIeKTEyZjhNexXGQDRVAluum6JoMOh9lyq1Pn+cH/6jxPTIYWt3aq59kaUmxDmvmpS+5TFO/xKAxD6jin1SsmLXIiqXMJ2bvBrxJfd/zjjz8uyuWyOHLkiHjkkUfEkSNHtN4xXNqV0wUGCn+l3blr4m5v2uRE1OGBTEVdx6meEjpvFJu63AwoJg8QNWesjfI4STv0TeHDbMLGE1FLXksVNqrozlXXWib4Gl7jG0WejE7fjyAlbXIiTHFTVAetL457shkNK1GFWeyWsXPTrbvpI9MSanDTGFtsHnz5b9XTwu1lGvdLJ6r6TX202XWi7rZQ45BG9QOz8eaIerxt4zxGlVPGtOPF7T60+5nykxRR9/lmmtAELV6KetP3qnLepEBXw47ZGAbU3C9sPGEOHDggTpw4IQ4fPixOnjwphBBN4cWefvrpFtd4NrycOnWqyXWe88m4GYvCjmESi982B8l7k4ZxSYuMECK4nFAV3lF4Vug8NoLWZTLQBPEmYUOKjdFE53Fy/PhxV8OPn35xXW7nyUYanSFCzpMSxJAln+Nl6PCTm0b+PG1eKkFKWuREUowt7D1SLpcdQ4tfg4vqySJ/d+TIEXHmzBlx5swZ53s2qBw5ckR84xvfsKrXraTNENDOdrdzbJLkEeRVICfMRbdOE0I0rS11ivmwO4fVdaRbCKSw4abiHKsoixfs3aILr2bLzMyMp37HVPxEQQlSotQXBWnbZpATYe+V6XcaNm2AKUcRG3Gi9tjRfRe1/OiW8GayIS0JhlT1+Yg6Oo9bgbHFB3FPaNxyavj5sUT9UIeJJ+p1niqAhRBWL06b6+7fv1/MzMw4RgfdmLLBJ8qEV34tyCbjUNh72m7rtNszu9njoiapyAnvg3otqIp3Dv/l9T3/yxCROHnypDh8+LA4deqUOHr0qDhx4oQ4deqUOHfunCC6aeA5deqUmJ+fd3K5yMYYNrKw0cYrnJjJaGAyQNicx+1s530MY/ywbasppFm722tb0iIjhGiWE2GMG37OdTvWz4LVRiEf1gikGkpsvCg4Cb38mZxYXu6jV1gymz6cPn26xVChesdMTU05Rpbjx4+LhYUFcfr0aTE1NeUcq/bNFPpMrvPQoUPi/Pnz1uPux4ji17On08WvsiUtciIJcwlWWJvytNieryuseJdDlJXLZXHw4EGxZ88e5zPZk0UOIxZEmZ4kbxVTW+IwSCSp32kpkBPmwkpSXf4Wm+InxJgpLNnMzIyvKBZuf4ctpg2PUY+7Tl8ghGjxUpmZmWn5m/UcNiHEVEyh31G6S0508v6yTLFNi2D7G+ESlxdNJ8er020IU9p1P2SjP8tF9RmJuy0wtvjATxgxt6ILm0XkvkPDVMIIJT+xDIPEwLQJG+UVs9XtR+N1jk2YNr/XD1qiEIpuLtRhSrvGwG0cbK7ZTROaThZWoNsov9l4IZ+rO042cOiOEUI4n7NRRIibLzy5LRxqjA0f/O+JEyecPC4nT550jDGnTp0SJ0+edHK+mIwsXO/Ro0cDG0WCeI+YzpVDq7XbSBO0P0FLO/uXFhkhRKucaJfBJe4StC06YwAbFdzq1RlIdJ4aU1NTTQYct3bqjrG9vnpNorcNOnzs8ePHncT3CwsLQgihrVM2wpw/f9457vTp0+L06dPO+XL9JqOUaZzYQMVGH26PXG/QYjq/094zaZETSZlLsBcLJ61nxb1fo8Dk5KSYnJxsOW9yclIcO3ZMHDx4UDzyyCPi2LFj4syZM+KRRx5xjtflZtmMBgTuc5i+q+NfLpede9uuZ8nvd50okBP2hQ0fQggr44ufHLeyB4Zp02SQNuu8cEzXD3utMFEsTGHG5DGUDSi60GJqODHVGOOFn1w48rgG1VEkKQS61/1Lo5zg/pgi7tg+s7bPcZSGATdPOTeleRS6ragNHHFuUI6qPZvBSAVjS4LwmtDYvqx1rpydfvi8+hU2tFdU/fSqI0gOGq86vfptikvrx3jmlnRuamoq1DMT9sXXCQ8Z3edpnNAktaieKPyZ6VjTOabz3f7/9NNPi/n5+SZPEtlQc+LECef4ffv2iZMnT4rp6WkxPz/v5GgRQjjeLtPT0+LAgQPi8OHDLUafw4cPi6NHj4pz5841hSrbt2+fc51OGh1U7yJ1rPicqH6Dcv2HDx9u+s427JrteX7GNap7kBYZIYReThw6dMj3e9aUA8V0vF9jSFhDjlt//NStM7qYwp+xkWbv3r2O98np06edOnTj7BWezZQzRtcnnWFD9aThf4UQjvGEj2Vkbxb+m400Mlz/+fPnnXZOTU21jI3sZcPHMGy8YdjowvXLfe60sSRsSYucSMpcwi1/ik1hRf6xY8e0xhYOF3bhwgVx7NgxJ4cLG2BYCc/ncZixMH3y6ku7w465GRrSGgIt7QVyQl/UNRor7uWNo+3wHCF6+x3md3Nnu6JZtDNxPI+FzpDCni/qPbNFzY2ja7PN5l91HhWn8cotF06UxpxukBPt0PME3bQdRf1hw9jrjumW3CZ+x9m2+B2fdunCVX18O64LY4sPdFZhPzdVCH2SsrBFCOFp6AlrPVXjKgZ9OOV6gr4svY6VJ1FhhGFUxiG3GI/sMhnEo0dXn027g8ZdDdL3MJ4saumGCU3aix8vhcOHD4sDBw6IkydPtnznFeqLzzl8+LA4d+6c49Vy7tw5IcRN75ZqtSqOHj0qnn766aZ65X9PnDjh5Hdho83TTz/d5D0T5fi45UHha/rJJcNjKBuTvO6DagxRi2zMCtO3TnrlmEpaZIQQZmNLkH6H9UAwGQ7cQmy5nee3X171yOfLBhP1fDYkyOG95O94ga0aIY4fP+4YY1QvFFM7bXKmcJgv2UjBcFunpqbE+fPnxfHjx53/MzoPGC/cPFvksGNsFJLbY8Lv/dbd86iUG1EYetIiJ9I2lzAZMOTQX7KhRD7+2LFj4sknnxRHjhxxvFiefPJJ8cgjjzgeLrq6bQ0RaTdYHDx4sGOePHFfN6keSpAT+qLbWCivaaNQQuoiLsjvEN31/Fw7jugW3Eb2OFHX7TYbH1lnoAuj5lZkQ4u8iYKNKmoYMC9YL2Ebsj1o+POkbjb28xykUU6EGXc190VS72s72hA2lULYejo9NlEardt1z2zHPcq2wNjiAxZUDz/8cKRWUjWcl1fdQoiW87yuwy/aNFpi2YWYqNU9NcgC3u8YuO2EcBt3N7dbdZdI1G3WtVUX61V3fVPb/IaEC9p207XSOKGxLV5K/6DJ3m2LrZeLrl379u1rUfCzYeDAgQOOkYFDhvGx7GFiyh1z4MAB5zwVNrLIhgz5eePQZJzb5emnn3YMP4cPHxYnTpxwQpmxt0yQ+2J7b+UQajzWJk+XU6dOOf/ft2+f0/Z2eOAEec7ifjb9lLTICCGiU5AIEc8mDpsSxgDjVWSluuyNoX7PBgw2bnCoMDYusBcLG2BU7w71OnLeF5Ni36bfe/fudc43GTLOnz/vtFE9jtut82Thz9lIxIYa/pvbIOer4fbw2PA15XaYCHsvwxoDoy5pkROdNLZ4GSeOHDliHU6Mc7GodatK9nK5LB5//HHxyCOPiIMHD4ojR46IZ599Vjz++OPiySefjDR0VjeXKIwXch1JNYbEfZ8hJ24Wt7A9vI40bSxUi1uIMbcwWqz8F+LtePuy4SCK3eZ+I3gIEfzdaAqj5idnrXos63mmp6fF9PS0o4Pg/8uGHBNch9o32w23QY0uYUsndVuQE8GKqoNykyFRRqtJgiEoaHEbhzTodzvdxv3798fieelVUmFs+U//6T+J973vfaK/v1/ceuut4pd+6ZdaFoYbGxvi0UcfFePj4yKfz4uPfOQj4qWXXmo6plariS984QtiZGRE9PX1iU996lPi0qVL1u0II6j8Wv/4xWh68UYRQ1R+2XsZDdTr+nnRCuF/QiJfxzS5c2sH7+5QlbA64W4zTqbvhHD3KrIdo6iLzTPBz6Sf3D1++hB0J2vQMGLdICdsik0OlahLkHwlIyMj4ty5c00hu9Rj3BT1bGDgPCvslSLEzZjE586dawm7xQuLEydOiFOnTolTp04JIW4uzk6ePOksNOR6bfO42BgV2LBEdNPgxIYlOf8MHysbqGRjjOypQ0SOsYWItF5CXvdNbrdfw0hU49Ku5zQtMkKVE2F263O+jSDnuuUbsfFGCRKSzOa9IOdWMV2XjQ1yW7l+NTcLe3TICerZ4MDGDjmsl+66umT0XKca4kwdQzYCyTlRGNnjRkb1PJE/5/P4nEOHDjXlcCEix1OH+8aGFvm+clvcEuaq3jlEb7/b48oVFHeYsrTIiaQpR7hwEnvbUFxyzhX2bGFvF7ck8eVyWfz0pz8Vjz/+uJicnHSOPXbsWMs10lyCGDNM/U6TYaTdxe+zAjlhLvIaXPY6sdV12Gzm4/WonNhdDocVJEqDzmCg6jh0uoJOFd0OeK9IJvI9kA1V/BmHzuGxlPsqj21QfYBOad4pI0yc94KLm5xIiowIKyf8GjBMEV10njBhngP1On5zb8Sdq6Md3l1p+x2FCRUX5j6qut+o771a39GjR8XDDz8siFJibPn4xz8unnzySfHSSy+J73//++KTn/yk2Llzp7h+/bpzzGOPPSZKpZL42te+Js6ePSseeughMT4+LpaXl51jjh49KiYmJsQzzzwjXnzxRfHRj35U3H333aLRaFi1w0ZQ+Q3LxS95ncuoXJdsOLB5ialFJ/jcdpgECZOmu6bp5WSK7Wn6EercluV+mb7XHeM2GVS/CzMOfvsetl75O1tDR1xWctOzGqZ4Cas0yQmvolNOR+VB0E5PBFVZz14wcggq1Wvj8OHDLWMqGzFkzxX2BBFCOPlbhBBNdZ46dUqcO3fOCSd28eJFsW/fPnHu3DkxPz+vNXDI90Eucp/UcWQDDhtRDhw4IE6cOOGZ60a+3/Kx8jWjGHvdsxW0fpM3UqdLWmSEHznhN1SXTQJ42+KVRN5GKe4n14mpT25/s+cHUbNRg+jt0GFshJE9X2SDyMLCgjh//nxTjhfVKySIYYmvz9c2hQJTPU34eqpHDLddTnbrZiiRUceZPYLYeMP1sHcMf8fjyH/beBTHZYSJ6jppkRNxK1GDKOaDJDF//PHHBdHbBhT+2807ho0zR44cEceOHROPPPJIk9EGpbOlXUadThqPICeai6qsEkJoP486tAzR20YAfv+oRocgCru4lZTtynMrH8fjxCHKTee4eanYeCmp+imbdvqp07buJCia3eREUmSEjZyIYyz9GBts9JE6/af6LNsa+1CSPS5xti2sd4vfc1NhbFGZnZ0VRCSeffZZIcRNq/DY2Jh47LHHnGNqtZoYHBwUX/3qV4UQQiwuLopcLieeeuop55jLly+LTCYjvvnNb1pdVxVUpsEO+uKx3aURZWIvtS9+J0lRGGWC9Ek2Vqm7ONzql4WwjVdPFD8y3blxxLR1M55FUfwYiYLeV7fiV1glRU74Le3yAvC6vqxMdzMWeLWXjQ+6UGN8ncOHDzuGEpUTJ05ow5yxwebkyZPOcbIxR26bbJxlDxM+19ZowHlinn766aYQZocPH3YMI1y/nDuG866wQUf2fJGNLOo4chvdcrDIodrcjDPyeOhyr0T1/HX62U2LjIhCTuiK7KEhl7DKb935bNTQ5U7xOt82h4uaI0X14pG/l40nU1NTzljIyenV486fP+94gMieLqdPnxYLCwva0GB+xpTDewnRnBNFNbqY6lTh+qamppw6dMep6HLN8Gdqm+QQZTwmbNCSw7Gx4crmfiatpEVOJM2zRfVU4cT3budMTk46BprJyUnneDk0mGxAYeX6kSNHxOOPPy4ef/xxIUTnQiX6KZ00DMCjJfoxhJzQF3kdzUxNTTkeE7p1edB1t6qb4GtFHY5G3QAblWdL0NwMOgWz7G3C7dMZWnTXYQ8XIvO63OSdoLt//H83jyZdX+XjdJuN5RJE5+D3vkRxj/3IiSStOdqpaOdrhd1sTOTuxaCL2OL1TCbJ4NDpMFso0RT1mUqlseXChQuCiMTZs2eFEEK88sorgojEiy++2HTcgw8+KH75l39ZCCHE3/7t3woiEvPz803HvOc97xG/93u/p71OrVYTS0tLTrl06VLggZd3YcgvdPXmBN0VEvUPNIziXj7Pr5tvUHdgkwD3chn206Yg46Huvglzn2wnM0FLFAYxv66mfopfYZVGOaGWdiqv5TBXXp4Y8vdux1arVaMnCNHbydpVYwsbNKanp12NDWxYOXnypDh58qQ4deqUY6TQhVuT/9WF8VL7w3Vz7hcVtU/cHw5NxgYVNojwteSwYrLXji7cmGycMT0Tfjyh1LFIwrMXVUmqjIhbTuiKTgHORgWbY3Vho9yuw0YOUx1+FfKysl82LHB7FhYWWrx5+DocYsvLM4e9R7iwMYeNLX7HWO6/aswQojk3itx+U1GRw09wm9ngwWOk857hUGByWLOFhYUmLxYhRFN+GPVesuePmvMmjSWpcqLdMiJMYU8TObyXXDhcGBFpvVfK5bKTm0U+7+DBg+LYsWPi4MGD4vHHHxff+MY3xJ49e9oSOiyI105UxTYkG7dRPf7gwYOO51A72tvOseqUISnNciJKBaJXBAv+l40BNrk9/BQOgyUr/b2iUHB74hyXdhf2JhLi7fDlQjS/q910AibDjNv8jnVBqv6EDS2qfiPK3BppKX7kRLesOTgkmK3nittzIRtPnnjiCV8RV4LqwILoJIOGnQrj6RdEJ9opDyWb+5WUEuXGd5uSOmPLxsaG+NSnPiV+4Rd+wfnsH/7hHwQRicuXLzcd+2u/9mviYx/7mBBCiD/7sz8Tvb29LfX9i3/xL8Sv//qva6/16KOPhn745LBOXl4XssFA3jEg72DwcpsVIvgOsCDxT4M83KYxiqt+024NXZxWXXtkY4ufsfEbos0Ui3VmZkYbP9XWqyfOe6kLeWc7Hn5DpPkRVkmSE2kp6tibcqroPF+8is57QufxcuLECScUFyeKV71U1DYcPnzYCREme56oRhqdkcFkUBgZGRFCCKO3DaPmUOFrsqcJhxEbGRkR8/Pz4uLFiy2GGJ1Hi2yAYeMP1+n3vrrdQ7fS7caWdsoIIaKTE7ZeKnGEcvIyXgStl98jbsYHL8MNGxTkhPPy8WxY4e/4mrJni+wFw4YFN+8WtW41ZwvnhxHipsGDPW7kc1VPJDZ46PK1MHyMbOhiAwi3Q4U/l71+5Dw1ao4Xtb/8b5LCiAUtSZUTaZhLsHGEDSJscFGPYwW5nNtF9oR5/PHHHYOLznBw5MgR8eSTT4pqtSrOnDnTUUOI3J84x9RUdMYl9TN5XGUPorjb3g3jbyqQE81F1T/wxtGZmRlHf8Gf+93Bbrt+lRX6sp6EKPo8oXKdUayv1fYF2cgpRKv3ik4vJOe24c/VXf8mvZRcx//H3tuFyJZd9+HHH7I+iBm3OjEzlrCtvph0wEgDN1AJGKksZOshJT9cQhkRlxImslWJp7Dph3yUKQ8hiTOCKshDqhF+6U6IYotgheafBsOUIf3ggpgwbTK+0EnbMbSiTj/dbk0gPSLKrP/DZZ27atXae6/9dT6q68Ciq8/ZZ3+svWvVOeu3f2vhHKfy07gcwk11ztpEayfa8M6h8VvldOZrgF3b+ZjN0TGSg2lXZf9z6sPk14wZa9v00zqw5e///b8PP/ETP7GSGAqN1fX19UrZL3/5y/D5z38eAMzG6nOf+xx85StfEdsyocKvvfZa+SMEAOKXGx84KPpv+1FD4Q50PKd5GNHEw0xtEOr4YXTp0bdPWN7n4TAmPBZAupAI2hwtph8gnwdcXp7WyXMOaX4wTWi/af58jFUT7ERuaaMzvCiKNRABAQsMifX06VMoiue5Vvb390u2CB3v8fHxCljT7XbL+Tg9PYXj4+PyPk2Sd67X8XisWmeUyULv5yyUp0+fQr/fh/F4XAIwCGZJLBY8pwVYOJCkGbMthFnMeqtzXTbVRgDktRMpw4T5MlB8yktABd7PQQdpTDR3Cg+Hhecoe4eWlVg9mv8145NyunBmEOZIQYaI6T4sv1gs1hKpYogzZKTQeugzAJYFgJUwYAhIoe5xfACwklsGc81o5zIkp03MOoqVptqJJjJbTE5uBAhsQAENCYbnKNuFgi/IkKF5WegxGo1WQpLZ+rbJQnPZ4PgRXMGQaxI40yZd+fY1F9Npayeei83Rik58ullQ8mv4tJFSQjYk0ud5/lnDAvFtw1XO1iZtj4b0urm5AYAXvgZpw6bkVwIAlV8Ky/DQZiFz0DbHKRetnWjyO4fvHKSeM+pHstWd+vsVIiG5h3JLqjZjGSymze2utkyb3euWVHptFdjy+uuvw8c//nH4H//jf6ycz0nDo4c2LiqPqal1zNsQZf4Q0zQkMIVxjBFT/hvpus+XOaVRDaX4+c65DVDR0rt9wCttvzCeL91h4yNaY9UkO+Hr6G+DhIafogwLzrbY398vwevxeAz9fr8EGlw5Rfb390tGy9OnT8t56Pf7MJ1OxfUrtY/zhWCJKXQYHpjvBVkw0+l0JXwZBzOQscLHQa/bQqblnrdNkLbYCIC4OOs5wBEpr4mU/8VWVwjzxQRo+OZH8RmfCcixtWWq1/R8R0OcUQaKNG7eNgCU+WPoURTP2TIIxiCjhTJwKLADsBq6DPOxINCCocSQCYO5WDR5eLTrM2SNxs61S9piJ5qSswWBEAp0cAe35CCn5zDEFQ11haHGOPCCbR4dHQHA85j1Ozs7MBgMVsKJSf3IITmACpr/RtuHTqdTsn7o/Qi2TCaTNUCqamkTqOOSrZ2wCzr0pY2KKd/7TZtNeduUXYPvm6FthoRCi90QS8u5Nsfidc7yMeVBkd65AcAIJpkANgnIkfrPI7NIDKSqo6jkWqMaO1G3jQi1EynnyGf94/rk99nCiLn6yu2UbYN1nQBgSKSYhyht0kErwJb3338ffvVXfxV+7Md+DP77f//v4vWXX34ZvvrVr5bnvvvd74oJpr7xjW+UZa6vr6OS0Lmc4LFxS33DULVBUiVM9wWyTJILRY2tl7I/QsEO2w4SSW+cKuyKicv7yx/ITNd89EPvcxmrptqJhyK2OT09PV0BIbrdbslcWS6XJTMFGSunp6crwAcHXXiOE2SiTKdTOD09hfv7exgOhyUA4uo7hiOj/1OmDcDzEGXPnj0rw4DhOPiBbBfeVxQJ9ECQhoZHSwmOuEKn+YSEa7K0xUa0yU5w0EMKrSWJtpytXdf9NgAHwYwqQlpJbBoNEMBzn3Bd8wNDkmH9mKReCk0m/cZj/TyHC4YUk3LgaHXeJmmLndDaiJyAAwIhRfGCoYLhv/Czpg4pnwgHYzqdThlerNfrweXlZQkgINhS99rJqWdpThE8QZAFc9rw8p1Opwztpp2XFP1sS90+8iM/8iNQFJtnJ0JEct7TaBDL5bJ8H8f/U7Vte4c1bSqkfeCAQUyYMR4+U8MS4ZLC34AgC/aHzg+NqELHj+dMLBZTCHOp366QYrR/+D8ArABhNh2nWjtV7pC32Ymm2IjcdiJE/6YcKHSN0BwuKUCIUP9p6CZhm25C/GBbCZc69dgKsOXv/b2/By+99BL8p//0n+B//a//Vcr/+T//pyzz5ptvwksvvQTf/OY34Z133oEvfvGL8Morr8C7775blhkOh/Dxj38cFosFvP322/DZz34WPvWpT8H3vvc9VT9shsonRJftR5l+mV2UVL6zgX7OsfhMDzeuNnmoq9Q7Xqr8wqR8GKhjjK4HqlCwhZeLjccoictYtcFO1ClSbpCUdUsJ6VE44EFBFARX8KAsE5q7RGJ99Pv9lev8uL+/twIJtpwtCMAg64aX2d/fF+cfw4TRsuPxuNSBTe9SaDE8HzvnKQCVprNj2mIjTHaiylBKJrExPCgAkqqvt7e3ThZL6O9uCkaMjeVBmSh4TgpvJgnNsULr4+HA6DGfz+H29rbsF95L29ewjfA+bV/bCLDYWFltsRN1PEugk58CK3gtxBnOw4zxXCIUtNnb2yuZK5PJBCaTyUqOGGTC1L22UotNrxg+bTablcDT2dnZSl4WnCvUz/X1NUwmEzg5OVHpy8VKaoIuTLmBpHKp+r+1E/bQUMvlsnS+S0wI7iMIDfHNIy1wHwptD532NJKCbRyasVIBWM+ZIok2fLxv5AraPm+LvrNzXxIHwvAd3bS7X8ovI42X9tsERiETBg+fuY9Ztzn8NVKdNjvRFBvB7USofk2MJ5/7tRuINcBJHQ503qYEGpmAJF+J3bSvqbdN0lbgqRVgi6nzSDEHeI4Ov/HGG/Dyyy/DBz/4Qfj0pz8N77zzzko99/f38Prrr8NHP/pR+PCHPwy9Xq9MrKw5+ANNKMrpWuSmHwhqgFxlqlzgvm3WAVjY+iztUJHmq6lfcmk92b43Lr3Q+cEfM9vY+XzibhuasyjFOF3GynRf3XaiLRKbfF0DaiDbBNkfT58+hadPn5b6paBNt9sVQRoTUwTzodDj2bNnqrG52C80PwyOdblcivOPvwsUBDo9PS2ZMFJ/KKOF/jWBJZq50oawazqA4iNtsRFNshMSyKANI0XLoZ2X7L3UhlSOOsjxs8lprgEAXGPj9fBxu9g1thw0JkGgg9ZtAraePHkCt7e3JYMFw4BhDhbfMG+8LS2IomG8aOenCcBNW+xEXTYCmSVFUZRgCIorTBVlwlDRAiW9Xg8mk8lKaLGmMB5yiQ0gQD0gqwV1j+AD/o/3jkYjODo6grOzs5X6XHPmmhPNmqlbj6nlodsJ17sfXucOQf5Oqsll4hPBQeuPsEVyiBXJL+CTSP7m5mbtmUm6N7TvNDoGAJThv7DP2FcKtvAx0fnnc+yz+ZIeyITymXuf9WoaR+r5p2KzE6Z7mvTOodXP4eGh83uYQtc2gEG6lmp+teyuqn2BIcCN6Tul/e7adJvr+6udi1T3NoX9Fnpky9lS90ENVeiPuGZyq/qBqHvxucadko7ctHGb5lZaT6ZdQy6xPUTZ+uILrPFdS6ZdTbGSw1jlOJriRA0R6qB3MSH4dZtzn4bJwjBcWJ4CJLS8FgTAfgyHwzWWzNXVVZI8KJIubDld0HbhOPb39+H4+Hjlfp7UHvVj06NPknqfpPc+gIvtnrrDkbXFRgDIdkLj4K9STMCJy8mPY8HPPNQVrSu0bzwEl6m/rr5JTB0NuODb90ePHsFisRDBFlsfcUw0nwrmZEHdmsYWIlLoNaqjFIBL3dIWO1HHs4TWae4CTihYsre3B0dHR2tADIYHo/cga8ME2myy7O3trYRKozo+OzsTdU7BsF6vVwJl5+fn0Ol0SjaMrV16PUTnOFc43+fn51n1VNW6eGh2Ap9bbe/eGCIKIyHQ979cbIKicL/32nI55BAeWsvUbuzu+xDHIQJeCLTM5/NyrWhyudjqt+W5kO65ubkpmS08LLorfBkX375WJZtkJzS6SxX+ylSPaQN0LnCnTollwJjGb5ujJrBa2j5vvrIFWzwOCWyh/9seMkxOamknhLaeFA81oflAbP2N/RI1wRBIY6uiX7FU59QGzAUq4rpPRdG2ySY90KSWEKe5q64U95nCh+G18XgMz549K3OsYBmN0x4BBQ7MUEDn6dOnWfTAExVKB72fMmJcdWsZKbHzuEmMFpS22AiAF3biE5/4RFIdaIAQlLrDlmkS1UvjocnlY0QCWGx98xHb8xkCJhJgRAUAyuT2tF/z+dzIWkkJcLjYRW2VttiJJm7ccIEsPEyYpiwNg0X/5/JQwBfUA2X1YNgw/H9nZ6cMrUbvQ8CD5nbBc1yPOfS5s7NT5o+RxhUblk4TSixU31y2dsItWh+B1knvw+6gznrte2jKcWnqcIXe8gEvTHVQQAcASn0AvAA4aNgwyqTxBTAkn4jGjwTwIm8L/RyT07UK0ayDh24nQgEDHmEmlpGQKnRXyrVRhWhBK5rXqY3jSSEAYVF/YtfWFmzxOHwNlbSjge8+0AAmtjpCABdKLw1Z4KEPBynEZAyaaCRMRs31cJNrLLExOkN3FfgwtWxlNumBpm5Hty1Xia1vvv3W5B559uwZnJ6eetVrSyC/u7sLp6encHp6moVpMR6PVfRt+n3T9sOWYyVkzZjuSQXoVCE+c9gWGwGgsxO+Tu6mOsVdTBLNfVxM9/vqQAtOSCHDfOcGQaLFYgG3t7dlaDAJJEEWCYIrtAyCLbb8NlJINJ/xxugmxTrJKW2xE01lttjCSuH9lKXBnf2msFm2kGGxTvpQyeHct7VzdHQEl5eXAAAwGAxWcteg3miIt9lsJvaRgjRV6WvTwLCtndCBGPQdT+OfkN6BfTad2urRSMg7dqp8uDTig08/pPDetF+cMQLwgmGPB8/Liht+Hz8OS/5tisRhK0vBnlgd+6yVnLIpdsLXx5PSV+UT9SdXH9osbdNDXekZOMCHn1MzjPh63oItHofLUJl+PE3nMMGcZgL5Xxp709ZOirBlrjpSo5C2+nJ/MWPrD6VN+tYFAGtlQ38UXWHEcurcRx+b8kDTFvEFXnzBAARMKNCSAlBAtgsmuI+p29Te06dPneuAslhShDKrG6Cru4+auttiIwDy2QlXondX2KlQhoeGqUHb5+1owQtTiKu6hANJFNgwjVUji8Wi3J2K4AyCNVJ9NDyZVncPVdpiJ9r4LBHqcJfAGARfeEixXE59TU6Z3Lrr9Xpwd3cHd3d3cHR0BLPZzKrns7MzZ32mcbn02BTwJNe8uMa3tRMvxObQNjEctPlpTQ4wk0g+ixQRNQDCdj1rhPt6TPldfPwfthwxyGhBXxM+S+A19CFhvzgQw9tx+RDonNDy0rg1OnJFcWkS+2VrJ3RiW0M0H0xOH1ROf5YrdH5u3yavPwRAaKruY+6tOsSkJFuwxeNAQ3V5eWn9UfLdsRCzwFwAiw+rgN6fMm6jS/iODdPYQna+1CkSkJaKmuyal5BdKradOD5zzXfOaOeeUs2l+7YPNM+lDU5327rwyfXis9b29/ez5gyhCe9dB4I90pz1+/2kCe4fyvrRSFtsBECYnYhxlofea2OKUKc/ZW7Y+qBltKQGBpAh4qMbTTJ5DbjhGjOtQwK7AMCpD9/E96YydYeW89VxiLTFTjSB2cJDToU44G1MFryGIbF43hKUTqezwqipinFSJeAwm80AAEqwZTQawWAwgF6vt6KTXq8Hk8kEBoPBig4l4XrKPZ6mADQp5KHbCZ/cDK6Q01hO2ybfQOgT1SJ04yG+N7ucpi5dmMYlgUsavUjXeV22cO4IgKDgQftE7/H1G2Ed8/m8zBNjiqDC55j2L9W6rVo20U7EOsZTgxpSHpfcYcOqYF1UtYGc59ZqQt8081xXX1JHUdqCLR4HNVS2BWsCCUIocFq6pesLRPvg+lGrA/Uz9R0fDnjZpjNcpLp43FrTbh6N/k07QPhc+47LhgBrHmBjHiJd67KtDzR1Jw2vW5AhM51OrdeLotrwVr7zgv08Pj62zv/Tp0+NdYewf1LNQd3rIJfQsbXFRgDow4iFvoS6QA+fOnhd2j7Z+hCTbN0WEsvXMR+ri9D6XbrB648ePSrztmDoMV89xereJRpGU8wcpZa22Amtc6RORoYppJgPEwVgdUc5hr4y1dHr9ayhzHJKSjCB1jWZTOD6+hoAAK6vr+Ho6Ggl78ne3h4cHR3B3t4e3N3dwWw2K3Oy2MKv1TXe1P2pA8TZNDuRUyhbIkRoHhGs7/Hj57k+sAx/z6RsDR9xbSiljBENo8dHfDaUuvRlClNuA1AoMKJ5X/d5h0ffDG1T8teYfBTShtrUG1Rz+I42yU5oWBkxEVxMAAmtk5aJ8ff53Fd1vpc6xbWB2meuY/SeMhJQrnWRqp0t2OJxSIYKYPWHXssK8dnh4ZIUsU1tDBnfhZmDKhbzpYtFKFPsuEhBcY6pUwOUxIxTsxNIk0TP9sO6SQ80TZAUjnyNE98WQovnKAkBW2y5W1LrbHd3F8bjsXX+baASZ9/QPuLn2H5vMrDikrbYCAC9ndACCtQ5XxQF3N7erjn0qaP+0aNHa457/N+HRREqMewLXzGBC7a8LzYwxBQejP6GLhaLtbBieI6XNY13sVjAkydPVtbN7e2ts/98rkP02kSGSyppi51oy7MEB3tMCe5p2V6vVwIFk8lkBTTgZYpiNRcM/b9NYuvz9fU13N/fw9HREQAAzGYzODk5gZOTkxJ4QvBlb2+vTEJ/eXlZsoKKojrGz0OQh24npN3kUrlUGyApgADwIrm7qRxuYASAJA5Z6vMwtcv1E9KubbOk1L+bmxvrhlRpE60psgbqjrN4bPeZ1oYUIgzXgqke3tcQgCd2nlPLptmJ2AT0PpFVXHVKfiFN/akc9RjerA6WR461DLBuK3ONLRTAapKuU/VzC7Z4HCZDpXGEa0AYG7jBY6JqgJAmxbSkYnLq85BSdffTJVWGWtO2oW0vdYiz2NB5mns37YHmIUm32zWGz6IgREzOFp97Q3OodLtd47zf399bgR/T2IuiEAGYqkGTFHllJKmS2dUWGwGQ104gkEId85JwUOHi4kJ0ssc45yWnvzaUWKweXCwQH3H1WQJ0OHi1WCwAAFaebzC0Gs4FtjOfz8vyt7e35X0A4D02E/NEYg679O8LxNXNYpGkLXaibc8SvgBIr9eD6+tr2NvbK3OPYNgsU305QZaqARxsr9frrc390dER9Hq9EjzZ2dkpGT/0nKbvdeeiaas8VDvhE2pLs9HOR4bDIdzc3JTvlPTdkvs/AGClT7SOkDFKfpoUjr+YEOgIjkg+H1cUC/5ejk5jzgjyYX5I/ga+FrRsGFqXpBPNJlGtpHbg5t61nuOoIoyYzX+puS+Xg943F1RT/acoVE8mH7Tvhuyq2T05WTO57vepa8tsCTy4ofJRtM+kacAITTs+8Vale+uMnedj6ADWacS5DWWTkFfpoarKsZvWSggIZBvDJj7QbKJggnp+riieO96Xy+UKoNDv92F/fx/u7+9hPB5bnfMSOMHFBRpI92oBjt3dXXj69OnanA+HQ3j69Kk3M2c8Hhv7lDsHTcz81t0Hk7TFRgDktRPU8e/r7KbhskKT2BeFGQwwMUy0/awz10hIiDLKTKE6wc8Si4azWejBx+rK9xITik6zTqrUZyppi51o+rOE5MTn52wgwGQygcvLSyiK54nekREjsVfaBBj4gESYi+b8/BzOz88BAODy8nKF1cPr6HQ6WfTRJh279JpCtnZiXWx+gdD3UAAo68b7kdWCYbFsLAq8XyMuB752U2yIcD+Pb130flPINlPOG2nsPFwQD+Vm0wHqylX25ubGCaSYnk80DCBf34ImTJavbO1EGkEWie/8hEbhMa3HlFK1H9UWAqwOv6XP96pJftUQsYFVW7DF40BD9Z3vfMdIby0KmaalWVihiHCqRYo/ePQHLiYsVKjY6k31ZQytx/bQ0DRDEWpofUE9fo/2x8UXed8+0DRTfBklAGAEEZDdQv9SAEPbVupyvI8AAKenpwAAJVgUqjdk/dQ5h6lAnSpz7kjSFhsB4G8nYh3T6BynbIuLiwuve32Fhs0K7W+oHBwcWNkZoQweKgCwxl6R6kWGEQXAOBiF84H3LxaLktmCB69fCzz55lRx6V8CcXx052Jc0fpi2UlSv9piJ6p4lkCnvs1pnSs/Sq/Xg6Ojo5LNgowNibmRU7Tt+IIRpnrp+cFgsJaPxlSfKURYG0GSNsjWTpjFlJDd9P7nAvwpYwYA4ObmZiVEGM3f4Qo5nUNSOk1dmxNN7Ujjx9w2VIe2Omz6p2ATbU/TN55rx+b0pf3keVlCo7XUyXR5qHYihAXVRHGNgzvRQ/y7dfXdR2JybjVZB7ERoFKs3S3Y4nGgoXr11VedigV4/mJse8CIXYghie59AZ2cX5aUNMW6xQZsmB5Kc4xN8xCqveZaKzQEiXbnLH8o9KFsP9QHmraJDcDodrswnU7h/v6+LEvZKs+ePYPhcLjCjqHhxRCA8W3XJlqgA9tFNg6GFJPGqNWTFFptf3+/1IFPfbkkBojhY8vNimmLjQDIYydMIAIAlNfxnOS0f/ToEczn8zVWDDrXtUndNznfh6Rz/Iy/iRRMoTq8vb1dAz6ksFsY5oMfPv3izCQf0MIFnKQMz1aHtMVONPFZYm9vz+ncNwEG9D7K0sC/yNiYzWYwm828wJam5HCJDecllUFADPVqA2RwfkJyt/C2aR30c1N0nVu2dkIvGtaFpg4AWPv9Gw6HAAAr77cYagxZFtp3ZxsIYGJ2xLxPp9iw6gJ6+HW+0z+UzUHZN/Qzgjy8DolhYNqM2oZQ8Vppu53Qho+qCjDh68eW/8en/1X2O7YOmw31mQfKQkvdR+16qcpne3h4mJ0BFaqTLdjicWjBFtcPnO2HyBWDEz9LP1TSD27VOUO0i68JgEmqxPc2am4IS8SlM+2DbChiq6FS8/s1fZIeYH3Av7Y/0GgkV1J30zkp5FeuNvE8DbdF2+52u7BcLo25XYpiFfBI2UcfQEFKam8TqW6TzqXcLXWsmaokZu1J97bFRgDEO0hsDnF6jTrGTTk6KCsjJFQWtqNxwmuBGJpYXqrDF9BJwWThQgEVm87pPbe3t3B7e7sCaknCD2SD4DgQWOPjsuVg4eAZlr29vVXpM2R9aNdPldIWO5HSiRrCfjCFsfJtj3/e2dkpGR0ovV6vBAkmkwmcnJzAaDSC2WxW+fpIJVxfVA8+bCGqM6yXgyk5ABCcFwTCRqNRtjZ9waEqAJ+HaCds4vI7pHivRzYLPRCE4fUj4JJiHFx8knzbxi4lg3f5ZpDJk3vXNc+BI9UJsBriDf0D/C/2m/s/JN+Aa51o5oeXqZM5sQl2wgVo8HNc377flxxzF1pPE/yRMRKje5dO2qibpoBvVLZgi8fBDVVs7E7NjgwTDU+zS6DKPB6p9GLSVZXtpazX9DAT01buh4pUMWmLYjU0nS2Jl2adbsIDTVOlTod9t9stWR7T6bTM27K/vw+np6fZ+xsbQsvGtjEJMmPodwLH3GbwpG5pi40AyGMnaHL1onjhkKdsCk3i85C8KLxtG8sll4PdN3m7pqwrnBbXASa7l0K0PXnyBObz+RowxYETHj4MAFSht6S+8WdDzXxIuV+kNmjdbWIztcVONPlZItTZjaHDRqPRWh0YTuzs7AxOTk5gb29PBUo0kWlhArdi+oqsFR/QJoThgv1EAOzs7CyJnps4TzbZ2gk/sW08tJ2n7ImiMLuQ8D0SHfiSDyVkEyX3lQCAOB5XHZpzrrZ9+23TPxcaqg3/Uh+FLUIHljEBKEXxHPyi0Suk8fOwYb46jdEP74frfm0/22YnXn31VS82mEsXMeHClstl6Ryn92oc5tIYYjYyp5acYGlVDJUqfMiujfm556cKoHYLtngc2gcaCRF0JQjj530eGExMmiaG6YrdjZDqx8ElOb58vv2p44eE7lxx1efa0WTqe+i8tO2BJkaqSozuy9IwCbIMQuvA3Cw47vF4DMfHx8ayttBf9BoCNz56SKVPk4zHY9jd3YXj4+Oyb76MHe36qGMd1SltsREAdjsRC0Yga8LlANe0I+UWKYp1MAV/23n4LFs70vnQsYeMJbcAQDkXFPjijBQKzDx58gRub2/X1ovEYvEByEzgkYYh1SYgRSNtsROpnahVO7tNieKRqUGBAsqeuLu7AwBYK9NUMeW80bKJNPOCOgupP2S+UO84X7yt2LbbALw8VDthkpy+AazbddD3zuVyuXYuRHxCfafWiRTihzuvY9rwcajytvjnlPOvyQ2cY8d+DnnIdiLlurBFBapr03UOfdVdh8+cUdBLy8xro0jj5BIz5i3Y4nG4DJWWvWD7YR8Oh2u7D0K+SKY+xX5J2x5nU7vzpm7RGMNcD76mepHeTR/I+EMiJsczhauJkYf8QEMllWPbF4TI5VDHfnS73RWWi6k923e2KnAhxfy5bE/duVraKG2xEQBp7YQPiMDL2uy0Jhl7iIQwTGLriREN2HBwcLASqovr9dGjRwAAxvBoOC8HBwdra2U+n6vz4WhAttBxpgZdcoI4trXRFjthshF1OKpNIcVcTnj+P7JXaD0oyGQZjUYwmUzg7Oys0rHmaKvX65U5V0Lql8Kx0XrwHL0WGu6NnuP5daQ2c0mK+kP1TaXtdkIjTQoTg++OeGD4MHz3RHCF/raG5iNJpYPckTV8wnrb6qH5aCgDhQsArNyLbBZJVzanJACU90rgkWZDp7Q2qlqHmnKvvfYaFEX77IQm73Ssjmx+SA6Y+tYfArw0yc7FynA4rCVUVhPDc4VIHcDdFmzxOPgDTWrUPQWLIaXYftiq7luM4dWMJ7VUwYzRjFtLY3SBcvwhGODFgzACLFK9/FrMumnbA00bhAIauAZCwmL5tiXlitnd3S0Fz2E/ptOpWI+rHSqmMbnGOh6Pk+qBAkkILrUBJPLRdV3SFhsBoLcTscCEC6xw1c8BF5r3o6p5bTrDwgSe3N7erl07ODgwhvLCnCj8kNgomucZqV8+OlwsFk4gr46cKy5xjbEtdqJJzxKSA5wCJTzhvUkQVMHPvV4PJpPJSjuTyQSur69hMpnAbDYTQ46F9jm1DlzS6XTKvjeFzeGao9xgStPENN6tnahW8B0T3y3xQJCFb/iTHLqmTa2m9lL02xXWPUVeGw42xEaKcI3DxrYBAFV9dGOmLZKL6V4fndcpWzshb2Smc8/XAYBuDcVKk8Pu20QCNqjOYtd/SOg3bWi3OuahTtHMxRZs8Tioocpt6LF+n7iSOX58YxdZ3fH+tqLTk8kQ4q4UE8WbJjOU2sEf2RRztGkPNE1wVEs5QjjgEVu/5vxwOCxzlrj6SsNv+eg0dEySfnzu5X01hQyj/9vCpKXQf5USu5Z8GD5tsREAeV58pNwbLkBFA7jQ+mg7JuCgCvFt14f9o61bAlLwM392o+wUUz4XrI8fUnneHt5P+46hx3hiez6PdDw55pPmDIoVygAKraMtdqJNTlQtkEBZE7PZTKwHARgAgLu7O7i+vq4VqJDCaPnoZW9vDwaDAXQ6Ha96fMc8Go3g7OwsKs8NzQuzt7dXAjNNAYqqlIduJ1JsKPXZFIib8wCev1ti3g+60Q/r5O+Vvs5831BhGmehti3KMtHqpigKY64UaZ5cUTxM/iKXn0ByoNvuD9kMG+qYxTqq9gk9dDvhksePH6856mk0FM392rLSmk1ZLoUu+BoNWa+pQVZeH4AZDONlNSG4NHpPOQdN8wtvwRaPAw0VUgdxQYbsjpAWQkqmTGxisKoouE34gqRq05QgT/MgJJ0LZRaF7AjBfvLdLLQ+Gh4MYBVo4btuaBI9U8gx33FtH2jSic2BzZ3juRz2FFBAhge2bXLQ035LeWJ8WSI+QECoHiTwSmL2VClNAPpySFtsBIDbTqRmDEjOdi6m8zRElsQyCXXSh7J2msZw4flq6Hm8hn858MHHhaAMHsiOkRhFjx49WgEyMB+MSXcmfeP8VrUWYyTF3LfFTnAbsSkOb5qzBR36PEzV0dFRmb9lMBioQYRQsek2NMk8HzOtK/Vc7u3twf39PQCsO0l4SDBb+zgvOzs7MJlMvPLOtHF92ua2rXairYLJ0ym4wlkt1KGOIIjrndIEUpjKY19ixsHrM9Xp2oyoAXpskSlcY/cFR2IcolIoMJtfQHuOCoA/YyLWB/QQ7ITPvFNfUqyOc4Wu8gFPm8DK4D45AFBtsPedh5Ax43yHbqxukp5tErMWt2CLxyExW7SLw/YDngLVrCsEWeyXo+lfrjolNVNJWntoIG9ubsoH3KJ4bjzxIRf/YnkKuODBfwhi17lUdtMeaOpwePuALFQ4AyYl86Xb7a4AGT6gBr3fBhLlYLykkBxt2/S36Xlg2mIjAPxffGISx/s44J88ebIGGkjOeFfCdipSOC2bSMyLHABLChBBUweCJxJoQllCtE6A50ALZ4WY2tOGkKPnTIwZ7I80x7yuWB3G3o9686mnLXZiU5yoJjE58pENcnJyAgCwkueljQ59DnZQ0MgXyDGNfzQaAQCs1dfpdKDT6cBgMIDRaASdTgdGoxEMBoMyRNvR0VEJeo1GI5jNZgAAcHJyYmw3xzzY6qxj3rd2onrBsNYAUEZWwGM+n8NyuSxBGbxWFOtOdhtI4dr4lyvkeGxorBQsHW39lH2DulwulyV4g3lfAEBsX2LkSE74UF1o9Jlzrqhsqp0wzUHqFAqp1kNdayWmD9px0VzeNlYMAgI0hD8FnDU2iPvzfO1S6FzRvjUhP0zKPmzBFo8jxQON9COemmkSK1UbJSlniI80jS4W2z+JVZKjH/R/POiDLp6nfyWgxXaYdviEyKY+0LRNNABBKIjgyx7h7SCYwAEck3DwQbqnqUDNVtalLTYCIJ2dcDmZpRBOPmGk8JyJvSH1JybEk6mvqcqhpOijpg4OBthAFjz/6NEjuLi4WPnLx+rLTqJt4f1YNw9HhuvGR6epQJMqpC12osnPEjaQwDfkluRIx/q1YESTQRhkfVBWC+1vCHOG65gyVrAtPBC0AgC4vr6Gy8vLMjwbAMDR0VEJuJycnMBgMIDz83O4vr4uARof/TZpLmL60mY7UWWO0lRC866Y3jWLYv3dFf8i+8XnXZPvyE7lONTcx6M/hMxZrjBJHOSi/UTwxbRrns4BBb3oXJn6pYn6UrfPh7ffNjvx6quvrug+hZ/Jhz0Wq+9cdeZkdcWM6fDw0AiwSLaQXuOAAf2fj4fbI585telGM9bYzdhNkKoj8zwYsIX/MPoi8aYf1jaH0oqV2AdETaiq0DrbIK4HRa5f3J1Cd6nc3NysPUjhbiLcUYQHsl5sRyr9te2Bpg1iypOC50z5Rai4Qn9VJbjObPlOTH2UzufMd6IBeULn06d83XMWIrY+t8VGAIQzWyTHu68OTYwErEtyfPPwV1Kd2mTqoYwIKSdKCCAQEzIrpRPr9vZW1BkFvRAUkXRBdcBztviuEx4WTqufFOwWH0nRVlvsRJueJUxiC1flU48E4DTJqe8rfDy+IdJcAM3Z2Rnc39/D3d0dAEAJrNADgRXpuL+/h+vra9jb21vrW2j+mrbJ1k7UJ+hgp4ALff/kzAoMXW1yRJp242vCdNl2kmvFxP7g53lfkFGSmk0gRWfB5wnMl0MPvuPd5IjlukLgzAZo2frYBv/LJtqJ1D7BGId7TL6kFBKaVsGHGSHZgcPDQxEQM/VH+k7SzdOudl3hDDVjMNmzHPODOso17yllC7Z4HNRQpQgHRr8wofRRrZgcBFJCsRzorbb/df+w2hLF19mvHGJDrQFANMIAqwALBV6kI+UD4iY+0FQlUvgoBCVsuVJMocPwHnrOldye9kUK8YV/KdDjm4zeVy90HHWARjgvdSeybyPoIklbbARAPjsR6ozGUFem+mzJ4IvCnAQd7wsBR1KKq93YnCW0fqoL6dlBA3zM53Nju1KotydPnsBisbDeE6Ifaf5z5+fx7bvvPW2xE018lsgtUhgsdPZjknnNfanFleskhUi5VTRlaXk8j+yWk5MTOD8/L0ODAQCcn5/D+fk5TCYTAIASkDk7O4OzszO4vr6G+/v7sq7BYFCGdss55qbJ1k68kBgfRGgsfxSAF0ALdz4+fvy4BCMQcAGw5+2Q3vN9kqub8rNqxqL1JbhAmNA5wXd2k57xLz8kBorEbuGJ7ilQhG2nGgttz8dHg+2n8uu0zU7QvNOxDvaYuavi/rp9iryfWjaRCYjF8GDUJ6cZs5alorE7Ves1JVCTI+Si5vdtC7Z4HPyBJmS3g8m4+zqlm8JEie1bih87nwc530RzqQ2KDaSrC5mnSXxpn3gIMGTA0HwuALBCPcQfEzywDlzfNI6kr37b9kDTFLGxOYbDoZXZguXG47ETENACBhpQgwMvKcQE8JjakAAqU1k6FgSxXH2vGuDg4FiofmPnJNU6kqQtNgJg1U745OEIFVddknOasx2kOqQQVCbxDRVFgZoYXfCk8hqGCx2PRjcmsAmvmxgnFxcXInDi0hn9fT44OIDFYuGcC8p+0erTpDtXeVe+mLpAt6Joj51owrNEHeyRvb29FfAA/8fE7Xi+KMJBllzjwv6mqktbRsqpguG/9vb21kKGnZ2dlddnsxmcn58DwHO2C71X29fcYFcd87m1E+HC32dDwwzx0GL0PM0rgm3wc1JfUo4r9/0aYEcCD0xMGrwGACt5HNC5Kx002gUFa1wAFR62kGOhOmqSE/0h2gnt/KUOIdUkyc2qkFgy1BdXFDowxPe7cnh46PRJa1iDJqniuxvDksohW7DF45BQYS3qRydecrjTpG+byKJwfQFM11Kg7g9N+AOpz9xIYcgojRt3DeHDE4Iu2BbuLAo19FJSPZSH+EBDJbVzvtvtQrfbFR3wPBQXslE0YEPKsWrZLbzMeDxeG5P0OXQsuZgoEiCyFb20xUYAuO0EOrarzGVh6oe2nIsdgeIqpwEbUosLUJHmxhaKTQI1Dg4OyvEgC0UKyxXSf5qPRapP0i0HiEzh40LWhc84qgxDVhTtsRNNdKLmFgoeDAYDGAwG0Ov1oNfrwWw2g8lksgLA5HCyU+DAVL8NCKH3uMKf2cbA2SS+gMb9/T2MRqMSSLm/v4fLy8vyM+oWGUOj0WgF1LIBOS49mO5NvU5y3r+1E6sS66hK4QDD91Hq4MPE6/g+agIofJ34oTv7Q3w4Pr4OyZntA2ZJGx6p/gBgLWdOUaxGvOBhxk1j57vwqa/LlK831zqzCdWfb/ubbickfdYRvqktIaNS6dj2vafiWq88vGJofzRth9xHwfLYvjXVL7wFWzwOmlyqSah6bkk11hz0rdi+apM6NfULrBHXgx8+9NCHH8kQ4oFlEVThD1/83hgKOb1v0x9oqhR06tOQXhx42d3dhX6/D/v7+3B1dQVXV1di+DC8tyjMOWBcYsuzwsUUkowCM8jYMfWT1yO1EQIsHR8fO/u8lXzSFhsBYLcTqZ3PoaGlNDKfz1dABFP7vqG4fPVQJ1NC6gNlxUgMGZu+Dg4ORHCElwmZb9tcaPStBYdyAygx9bfFTrThWSJGTA5vBBU6nQ4MBoOVaxjSCp34/Lqr7tB+UpH6amubgytavSAAQu/F9lxgxtHREUwmEzg7O4O7uzs4Pz8vGS2DwWCFPTSbzVZYMKnn2TRHOSUFyLO1E7L4vs9JbJMQ4blD8T0UAMTwYdjP+XyexWcTE2bJ5TDM5XOguqBMF4n1gvoEAKMfwQRiaXI12KJ6uHSQMiJI7NrYBDthS6SuvSe12Oa2ycBLaN80axrDJrrWLgdUNYCL6Xscw07Sfj8loKXNflcuW7DF48jxQBOzmHLkVmlqfVuxz32IvqU68JBCiNF2TO3R+2LyteBOJXpuEx5oqhKNc7/f70O/34fpdAr9fn8NaDk+PobhcAjdbheurq7g6dOna/UiGGMCYTRCQ3lJ93Mghv8vsVY0jBhbeLWUc1EFUyUlmOPb31zj8w1LVxTtsREA/nYiB5iQwiGOTn9TXRwU0JbLPR4XaJAr8TvWKY2Xtoeh0zS5bjiriLJrpNBdPDQYr4/+jvNwaU1Yc7HSFjvRhGeJXOJy7JsACrzHFK7LxBTRAAnSfRrwQcM48XH+I6NnNpuVTBNsBwGXyWQCRfEcVMG6aT8GgwHc39+Xa+nu7q78fzabwdHREZycnJTACwV1tvJctnYirZiYDDaxvdviYWNT2HIQ+Lw3h4a/DtGRxB6JFa4PHtIb20M2CwJaAPb8N7x+mlcC58ikfxRsK6UeY/wPLr3zvm7thJ/+TLpsEoBSBXtCa1NsfjeNrl1jOTw8FDdYu+ZDa89Dwpil1HPMnKeywVuwxeOw5WzxEdcCbSPwkSr3Sur+a74oobFkmyq2hwyXPnAeAVYfYGleFwD54YsCJDFMlpubGzEe5faBJq0gyEH/StfH4zGcnp7CcrmEq6urlTLIAEGwBsN3hYIuWCddr/v7+yvMGQ4K0fMYGs23bc6W8b3HNJaUc1XVumgzC6ctNgLA305oErj75jaJcXzb2CyUmRHSPjr4McxVqMNfyk0igRKpdJLifpe+Qxgt0ng5EGPLsWIDiKR7mgCo2KQtdqINzxIpw0SF1GViliDoUlVCe5+x8Lwz9NzOzg6MRiPodDor7BUEVbDc2dlZyV6R+rG3twcAsAK4XF5ewsnJSXkd87PkYJ6k0nsOpo1WtnYij5jeQ21+BO43AYAy7BXmEUVHvymXCH/XDwmvwyVF1AZf5ovvPdJ5vqGSRrdAVosUFtzVHxodA30RKTaHateJZp3FluWytRN2HVKnvY2xRMvZ/FhagCaF7zOX/xRBDvyf50+iY6N6PTw8LO+lOvJhemEdlCWTGujS1qcFtbQRjVLP1xZsqeFIFe+w7hBkTWGdaOhvkmxyTptUcxW75vChiz+Q3dzcrMR1pTthHj/2zzdE++XKNbN9oJEl1DmO95lCeOH5brcLy+US+v0+PH36dM3xf3p6CuPxGMbjcTJHvQS8mMbMP2O/bcwVF6AitdtmEKIpkhs0aouNAGifg0SSi4uLNfDCliielrNd53lOqhiLCXjRAgdSiC4XmGFioPiCWE+ePHECbaa2THrHe2hfUrCrfHLj5JK22IlYG1FHcnsUZGP49hcZG1I9yMIw3UvZLi4nval/PowbqS5b/3z1gaAR5lmZTCZwfX0Ns9msTHg/Go1gNBqVuqHjn0wmcHJyUq6no6MjAADodDrQ6XSg1+ut6bvONeOzTqpo56HYibpE6yCk15E1IR2UIcHD39CNgJrQ2vQem4T6MSQBMLNItEwNfE/XlF0ul2VZBFZQvwi64Bhtdfr4bHhdFOhJuaZS3a9ZA1s7YdZjU/yNOcUELPiEGeTfr8PDw/L7aKovZIM6XvMFV1KDMaHsp7bKFmzxOHwMFS6kUGDAd3G1cTFqUcu2j9NmVJoMHN3c3MB8Pi+NPQCUu4ekA0EYH+qxj062DzT5RAJcxuMxPH36FK6urgAAYDwerzjLkdUynU5XQo75tMsBDKyfO+X7/X6Zn8WW7N6Vh8VWznVd6pe2bc39qaXKtpoibbERAHntRAhAgXY3Z+isUOHOeFdIrRT6CO03QNhvH2eRULm9vV3L+4JjkvLBuPRkAsQoE4j/DvMcMhcXF2IbW2ZLuqONzxK+YgrBJbFSaC4X6X7McXJ0dARFYQZU6D2h7Bea8wTrCWVhSEyXonieS2UwGJTrAZPZI+BSFM/DiN3d3a2Nj4Iu9Dg6OhKZLKEAhu99pvBvTZRNsROm9+a6N3769Jn+j4f0LopOS3x/5fVKoEVoODGNLk2RTHg9JjDFZww4dty1zjdLusaGgAsArGyi5AwVHnLIBjghmOKrT01fY+pM6UvaFDtRlVDHfZNtkK/42hGbzaDh/ky6cukOANZChPn2M6R8iLhsZAjTr0lj3IItHoePoQqhhaZYIKGGq24QQxPeylWmjUY7Jq5oTuHrIfTQ7CCSfkCk9bh9oMkjFCRAB3232y1Dh/X7/XJsGNKLskP29/cBAODZs2fWsGS+fdKG6QrJFWNi84SEIOM6NPXTVs63nRjdSuHi6l6DqaQtNgLAbSfqcFg/evRIzLFiCzFlOs+ZHibHv5bV4MN+kMr6AC4m4IMDHTZdcDDEpT/bfEt9n8/nK+cPDg5UjCG8x/TbzHO80Hmk7XEdtQFkQWmLnWjbs4RLOLCiZYFwQATzmOA5BFgmk0kJSCB7w9exrwFf+HUJ1OHtSmUwhJcpxwzqDAEWPK6vr2E0GsH19XU5Vtp3mutlNpuV952cnGxzs3jI1k7Ei2uHu8sZLwkArIQLA3gBDuDfoihWypgkp9/AdzNlyOZLSa8UdKFjdIEieNA5k/KnanJN0Dq1Y4mZi5iw/pKufKTtdkKTmyPl9yJ2znwlBSsjtq82HUo5SrjdpKCmi+FC73UBnVpmnjasW4zO6gZMYsdh09EWbPE4fB5ocjIW6gZGqu53W8e7CUJ3Dpmo26Yj9Xeg7Q80dYmGjYEgytOnT8uk93ju+PgYut0uPHv2bCUnCoIq/X4fhsMh9Pt9GI/HJRjj209fIELKsxKS3F3KAeOjPxPY0+SwY20CWHxy47TFRgDowRZXjhHpHiopQjRpwBZTP9FBb2NuaNr3ceZrgBUpn4uvDqRx0b+2flBGirYfJlBnsVhY+yfNB4YIQ5YLB1li9OazZk335ZS22ImmPUuEijYxPc9hQkEIvIYgCgUNeAgxTR4SmiMldFyme6XzmNyensM+SuwensPl/PwcJpMJnJ2dwd3dHfR6vTIUmNQe1SWGEzs5OYHZbGZkE3HxCQWnBbXawmopiq2dSCGSAyrFuyEAlJsweegwdCLaHJRUbDvGQ/pa5cZP1/g4+IT38E2NNOeNdtymjZE4B9x5HLo52NRGUzbYbpKdyJHw3Ee0obJ8y/iUyyWYK4Wf57mjOENNGoeGLZbD52oDWiVQNySCkUlsts6kK2kOfOcsVHf08xZs8ThCmC2hiz5n0va6DU6T+5eibU7frVtSGDuMhctp25g8D+ulMXOlPrjat/2AbNIDTRXicvZLDverqyuYTqcwHo9L0AWT1BfFc1BjOByWQAtlsGDuFlqeM0hMYIYWmLABIxLoYQIVqgJCTGHS+P8U9KLXQ5k2MePX6ia2bzmkLTYCQG8nME9HFY5o3zZc4b14jhFbwnr+myk57CVmhY9w8MNnvLR/tO35fG5lr7hynmC9GJZL0pup/6Y+Sf2wASBYjyavC5arOs9KSmmLnWjKs0RqoUAChsMqiufOfXTwczCEhu1CkII77jVsEl9xASGm9jm4QkERWm5vb88IfhwdHUGn04Hz83MYjUZweXlZhhDzCVu2t7cHo9HIG2xxzd+my9ZOpJGYkE/8nRABFoAXjAn8TMtiOKxYx6OPaCKahO6ettWjTRDtApx4jghXezycmKmfdP5pzh1elyaCiW1tuMadCyRom5147bXX1uZK66wO/R5ULXUAca7vPw0Nxr87mKNFuh/vw5Bg/DtKr8fMC95PQWpsq6rITDnm7fDwMHnOGdpnjW62YIvHgYbq1VdfTf6FTFk+ZtGk/vLELNAmGOw2iytEmWanD4InlKLN70+JXNvqadsDTRNEy2DAnCg0/wrmYJlOpyWQgWDK8fHxWtiw8XgMRVHAdDrNAmbQfC4m0KYpAECTWS0p103TpC02AkBvJxaLRemINznhmyKLxWINEKnDKW9qN5RVE3N/UZjZIBLwxPtOGU4HBwdGtgy95/b2VmxPysujWVOhOW9idJ1T2mInmvQsgZLa0c4BFBQbIECZLCbQwcVc8WVYuHKNUCCFluv1emWy+qIoyr+Y2J4mqed5YGazWRkeDY/JZAKdTgdOTk7U87G3twez2Qwmk4kzjBjvg6+O2rwWuWztRJy4fAq+O9IBoMwjyp34NEcLOiSld2DJoefjjwgN/c3rp8CCxsmo9c/wchpnqZYlYsuroNGfyxntyi3RFCYLl62dsK/12HK+a9J03ae91P5H0/eEAo8mEKUodAwL0/eYA5wSyEYBCQR+cDM17wPddC2BP1p9mpg+udYblZyEBklaCbb81m/9FhRFAb/2a79Wnnv//ffhjTfegFdeeQU+9KEPwWc+8xn4kz/5k5X73nvvPXj99ddhd3cXPvKRj8AXvvAF+Na3vqVuN4Whci2KJjEiQhdxnfVyaeqPc06daGmXEtVXc09RrCPzRZF/7foYq7psRCo7UYVQQKDf75cgxvHxcTkW/J863/E6hg07PT2Fp0+fwnK5LP8iQKPph61ct9stQRzeZ1s9JqaIlvkSkgeG1mfKCaOdk7aDNXWJ7wNNk+0EAixNBFdsIArPJfLo0SMAeP6Qz0EETVg0zfhT6EgCOFzCWS0+dWhBKBoGxMYCoiwaE4DCQRZXHyjTxXWuieuUyyc+8QkoivbYiZhniVj2Qk7hfRsMBithwjgjZWdnxzgemp+EnufsEene1OAABVxwHCh7e3swGAxKUAnBEhwX3kMBJLyHHkdHRysMIJNesK5erwdHR0dwfX2dhOnjGvsmyfadwy0xm/o090j3UxaFKfwODZUlOfF5+LHY/qcKd/T48WNRp7569E2mzdvQ5nKgTmQNmKIZB7adwiFaha9pE+2EZr0A6PPxhMxVLjaCj0h9SOmrs/ngqB2zzZNm4zOdK2TI4P/8e3Z4eGi168vlslxTFHih9WIdUj2x80rtts8Gf9/159NXieVHpXVgyx/90R/BT/7kT8InP/nJFWP15ptvwg//8A/D7/3e78E777wDv/iLvwivvPIKvPvuu2WZ4XAIH/vYx+Ctt96Ct99+G372Z38WPvWpT8H3vvc9VduhDzSaxcBfntsEEviOrQkSaixzsDiqHpuW1myay9CdPbGiNVZ12ogYO1GX8DBe9KCgye7ubpmbBQDg9PR0pezTp09LsMUFVGAIMtoHVz9zARBNZnGkAKzaJLHj8HmgaaOdqIphoMm5IeVgWSwWK7/3CLxQMMCVOD5EYvWi6Ysp54x0nuZCOTg4EJ+BKGhBw3iZQIv5fF7qF4GqxWJRtjOfz2E+n5cgHZ6n9/voXcPoqQpg8Z1f1xjbYidCbEQbcmJIfcRzJkCA5nChZU5OTso8LrxuDkTE6MZ0rwtkkPK0IDsFmSY83wyOET9fX18DAMDd3V05JszZUhQFnJ2drfQTmSydTgfu7u7g7u4Ozs/PodPplMAW71cdYElO8CeFbN858kkMOAGw6uTlOVb4MwgvI0mszyXEz+NTnxa0sDlvud404mKb5Jr3qiOfxMz/Q7ETTfN55fpOhwCVPu3bHPiatig4Ygr/p7EPCOZgfchSOTw8tNoKemhyYsWsHZMtCGHF+Gwu14yBs6Zo7h1etlVgy//+3/8bfuqnfgreeust+MxnPlMaq/fffx9efvllePPNN8uy7733Hrz00kvwta99DQCeP6R+4AMfgN/93d8ty3z729+G7//+74ff//3fV7UvhRGLcVynENMXMxVYowk1FVNHFbppItgTOrcxY5FozD5zCWB/UMs9zxpjVbeNoHbCJE1lLezu7sJ0Oi3HcXV1tZKTBdka9/f3AAArZQGegy+Y0yVlv3xCg9WlW1NYM9O11OPW9Edzrck61oj2gaYNdqIoVnOVxLAHcjnFpT4BADx58gQuLi7g4uKiDH+F1xGAQTAglhXhc6/WaR/CqDGVN+U34WCI6f6Dg4NSp0WxmtsF70EmC01270pyzxkqOGYAvUOmDWwWSdpiJ9roRM0hNFQYBQXwnA28iQERbDlZbOV4eQqQ4F8ERSiosrOzA0dHR3B0dFQyX3q9HgBACSphuV6vVwI3tA+TyQRmsxkMBgO4vLwsWS28n74gkatMTPixpsqmvHM0SUJYJDZ2Cy+HZWn+UB82hba8ayy+4rOJ0cUmkfRB7wv1I7iYK9I17Y5yAPm5A3O5+LTru5Zipa12Isem7qYBMnX2TQJVbPmO+D227wUXZJFo2Hp4nZaRDuwLZw/ygzJY6OGyvzzns0ZsjDsbMExDoKVeUzhPGI5NGnOrwJYvfelL8Ou//usAACvG6s/+7M+gKAp4++23V8r/wi/8AnzpS18CAIA/+IM/gKIo4NmzZytlPvnJT8Jv/uZviu2999578J3vfKeUb33rW8m/wHwxunYspFwk9Evq09eUizTHeJrUj7qAHilOq884Kb3Rd2dLLn1qjFXVNsLHTrRB9vf3od/vw3Q6LfWALJTT01MoilXzfnV1tfIZQ4vl6FsO9kYsIKKRVD/uPn1sSu6aqkX7QNMGO2FylktO8qr1LIEMvB8IEiCjBYEXuvP00aNH6nw0sUAT7zP+v1gsRCaPSf8xOU54X+hc2u65uLhwtiuBVlJ527rS3J+TXaWd49g131Q70YRnCU1ekhRiq8uX8UCBldA+htwnJbz3ATGwv/R+GvILAYzLy0sAADg7O4PJZAKTyaQEZgCehxbb2dmBs7OzEoQZDAYlUMPz4aCYQpD5MICqAFjqAnG27xz1iXYXMkZbkJ6zbTlGUACgFl+E7d1cAy6Y/uc+JNPYmrIJ1XfDsNaZ7DsHMdJ2OxGaDyhWbCG6UjOq+Diq+M5jGwDrgIkmPBl13ktACtarDYko6cF18DqRCcMPGloMAFYYM1woewbzw9hYI/xezdqUwPOcc07nSpLWgC2/8zu/Az/90z9d7qqmxuoP//APoSgK+Pa3v71yzy//8i/Dz//8zwMAwNe//nX4oR/6obV6f+7nfg5+5Vd+RWzzjTfeEJVGmS3aL1vID1uK0GI5f1BNu03aFgItZX+1Ozli+mn6ocjBsqIPvDE/UCn64jJWddgIm51oo/T7fTg+PobhcAhPnz6F/f390nH/7NkzGA6HKzld8MBzz549c7bRZGZECqkjpBdtc1NCioWI5oGmqXZC+q1GUMDmjE8lqcAbvB8ZLHRcPJfLkydPAADEhO4894sk0nUEdLT9lP7XfE4ppnFIawTXgtQXzbilMq77+Nqo21ETG4KuqXaiCc8STWEoIOuDn5PKpmSvxAj2lzNuENTAPCq0LP+MIcMwNBqG/eIHrkssCwAlEDOZTEqwpcrcPZIuU+o3V4g8Ux839Z2jzo2OAHF5HmjfAWAtiXNRyLk+XHkPbGWkd2sTwBOi2/l8LobjoTumpXuwjOR34A7M2Egkph35Jp9PijXmYkE1xde0qXYih7iYUFW3GbL2fATzmODh2z8M7YV2gAomtaesEt5vqU3skwZskYAKemAfANYBF8luSm2acrvY5kXKx+W7uTz1euO6p+BLK8CWq6sr+NEf/VH44z/+4/KcZKzwIRWPL3/5y/D5z38eAMzG6nOf+xx85StfEdtNtXuELwbfCTbRKDdN6nwAbMqPdpN0F1tn6jVrM1Z12YiUdsIkVTvSsQ0eEmw4HK7lacFjOBzC/v4+jMdjK5jS7/crYZPk0n/uumjYtjr61zR9+YrrgaZNdoLaTwkI0YIKKWWxWKyEqKIhwqQk6rT/KJhrBAEWCWjwAZZ4W7GgVAjolIJtZOu3KRSZLXSZdH9OFlTKHDy5pal2oq4d69yJXaWDPrSPdYs2JNdoNFoBWeg9yEDBc71er2SnAADMZjM4OzuD2WxmXa/0GAwGAABweXm5xmiRdIh9HwwGxnHQ8wgMSTlfUs6RNoSbTWLX8UN958gldbzj0ygPCMIArDslJfH1vWg3PGK96DAEcLNrNIAG3fGu6YsmigrVm2tMLr3Q0G6h4gLG6liDm2gnYpKYNyVqTR2idfJz/VIAZTgcroUTc82N1K4tdBZeA3gBktBcLa6N83gUxQvWDfZdA57gPXQTd8iac+nbVGfK3NOSX5/rrhVgy3/4D/8BiqKAH/iBHyilKAr4vu/7PviBH/gB+NM//VMoijw0PHrQeIdVGBPu6KwrfFPqxd8mqdqZFaI7brBS6Z/utgnRg4Qyx/TNZqyaYiO4nTBJt9utxCntyyLh5Xd3d8vQYvv7+8YxY74WZMG42g0ZexNABd4HCo7UwdjJGVqtjWNwPdC0zU40SSQwRZM4nYMzCLYAwEqeEV9nfShwgPlvbGW0TA/+meZMCRmDK8+KlOfFJw9N7PxXHbIuF5urLXaiKhthC7+F+UGqnHcbQ6JO1g13+FO9SDqUytNynU4HJpNJCbD0er0yNNjd3d3KWsDz9JjNZmWIMQCA6+trGAwGcH5+XoI0tI8u8IHqWMqNE6Mr2zWfOa0SdNukdw6N5Hrfffz48Urd2pA3Un98c75QsEWbzDmXmAAPW74Y6pS01QPwYgc7BzW0bIKQzcDadWXKUSH1QVNnFRtktX15SHaiqo3JNsd7U32MPHw/BypN+qQsE/wbG0WGAja2ujCkl7ZeHu0Gx4dAizRHFFRGO4XMO57oXtMX7Rqkodd8156vLTRFesJIWK0AW95991145513VuSv/tW/Cr/0S78E77zzTplg6qtf/Wp5z3e/+10xwdQ3vvGNssz19fXGJat0UStDQkg8ZEn1cMYfNuqguJnqRCNYZT8k/bjK2IxVU2xESjvBndBVOcFp6LCieAEMdbvdMp8LPZ49e7aSp8WWL+Tq6mptR0EKkGJ3d7d2MEbbvs94qxzTJuR5cT3QtMFOmIAMBC2qcni78oO47qMAC62L5h9xgR42NoeUZ0UjKRgY9PcqZAzSeRo2TWKm2OqS5oqem8/n6nFzdg4FWWzgRx25g0KlLXaiKe8csQyBUAd5E8KZheiG5nKh+WR4gvuieJ6j5f7+Hi4vL2Fvb28FZDk5OYGTkxMAADg/P4fRaLRy/e7uDs7OzuDu7g4Gg0F57fLyEs7Pz8u2XOBG01hDKdeQ79xReWjvHC5J7Wj1rc8HNLC1o2Fn+Dj9AUCdS0Bbr4nxQtuhdUusERpqTGpjuVwa371tOvL1CdjCrknjSr2mcvswHoKdSMkE0K6ZKttzSQjrwnQPBS4wDBf13Uo5l33r5kJtCWW1oO1C0MQEGuCB7BcAKAEd7C/2nzIIAWClD6bcKgjcuMCpXHNF+xJzn6mOVoAt0kFpeAAAb775Jrz00kvwzW9+E9555x344he/CK+88gq8++67ZZnhcAgf//jHYbFYwNtvvw2f/exn4VOf+hR873vfU7XJDVUVxkCD+OfajZCq33Xcn6ttWxImzT0msMuH4pt6PK4xhIw5h/gaqzpshGQnmig2J74EthRFAdPpFI6Pj2E8HgMAwHg8huFwWAItkrOetnN8fAxPnz4t60DWTN26sPWZ9s8H+KhrXLHgTBPnwyZ8zYU80GyKnbCF8UpRp1S3FEJM059Hjx4BAKwwQbhDfz6fw3w+h8Vi4WQ4SMCApvzFxUVy/Zv6ysEhKTSYRo8UvOLlEcjSzKN2vjX9M4U5S63bVNIWO9GUZwkfsCWGtZDivtyi6Rdn4ezs7MDJyYlRj8hwGY1GcHl5WYYRo6yV8/NzmEwmK+d6vV4ZYuzo6AhGo1HJaqH1m0J/+YxBmluTTpo6d77ykN85TI57bXmfspp3ypDw6677pXOSs49ulox9/9XmhZH6wH092nt8dUjb4fMeArSY9ED9Dz4gSeiYYubNJg/BTlTlk2uaL1MSDdBh+p5LgC7/XtMynDFCy6CY7CkFPwBgpe8c5OBgmpT7xXXQcWBoMto+rmPOZuHtcD3zslo2nmYOQkQDyrcyjJh0cGP1/vvvwxtvvAEvv/wyfPCDH4RPf/rT8M4776zcc39/D6+//jp89KMfhQ9/+MPQ6/Xg6upK3WZTXnxsX3Db5KdcbG2S1Ii89qEgJXsl5gcox4OsSacxlGRXP2MfaKqwETF2ok5mhqntfr9fMlrwM57HHC0YPgzL4PXhcFiW393dXdFRKhZFTnCA9j31PNXNwvHRadMAGFv/UjhRm2AnqDM9VyilELm9vV3pI+8bd4ojgwXvo+V5aLGieP7oSMEEE8Mjl2jqTwVcuNqTmE2h7adcQ21isJikLXbC51kil4M7dQixJrEofIATBEo4cDEajdbGRtksCJwg6+T6+hru7u5W2sYE96PRCHq9HoxGIzg6OiqBlevra5hMJis5XCaTSXnf/f097O3tlblhfHVsAoGaNFd1yCa/c2iiCaR0fPIwYjTEi6udkETpvpsEfd7XeV3a6CCucjRkGIA52oQr4kYoMEYdpRKg4dKR7bopJFwVjAmfdRwS6WWT7EQTwY7c/i8fiWVe2L5LFADhgAv/nmjYLxiqC1lyvO8AIAIaWJ5eQ/aL7aDjoHlbsD7JJvuEhdTmqrFdS0EECAHMWwu21HE0FWxJKSFI4KYY55iEa74/0L5U3JDYtjn1WUcYtBzGKscRaidsTu2QxOkxsr+/X645qV0EXmi+Ev55PB7D/v4+7O/vr4Qe63a75fmqxuPSr0a3vvoPGV9Vc2wCu+oKXZdKr22xEQB2OxHiHI8BInx/P2wMDFM/EHjheUeo0GsI0miZGjyPCq8rxdpz6ckV2swEHvG8NinmgbahzbeTE8xqUrjattiJlO8cm8I2qHp8mnpNieh53hV6XF5elvciaIIHhhWbTCZl2bOzs5W8LbTu6+tr6PV6K6CJCyjRhBdLLU0Gb6SxP0Q7kVt8fwfm83mUQ77OKBsxIIXNqYfXKXPF5gR26Zxf52AOZfb4bhDlmy595l/DFIhlPKW4p612InaTbd2btuto37SutUKZKpgvBcEMmqCe1k8/25Lec5EOPhaJFQMAK0nvaR9N9QK8AGdubm7g8PCwBGcQLMJ6TSEFsRz+TWF7U66zGPbmFmzxOEwPNCm+8HUDFj5jSAG8pDaSdesvRKqOgekrEn04FYU4RNr6QOMj1AmeytHtqged15ITG5kqUmit6XRa/o+hx3Z3d8vzKDzHy3K5hOPjY2ObVUnVYcxcoduKoihDsmFZuh6axjCJHXPKe1DaYiMA9HaCOsd9w2X5iAbgsb0o0/slVsZisSjDXGE9EkBycXEhtqMNVTWfz+Hi4mKlbIi+TOVj65HYP7HzshW/uWmLnQh5lohNbG6qq+miCXWWAlzg93CghbalOfb29uDk5ASKooD7+/sVEGU0GpWfj46OSvAF4HlYMczn0ul0SlYM9m8ymayM2TVW37w8sXl82iBtthNteCfW+gEAwhNGu8S2w9znHiqh7/a4CRMdnqaQZqgTDLWqCQfO+557fdA+mcKfaRhJmpBhvmNPVQ6lzXbCVw+h+TBSShP6YNKXdiMyXbMAsDImWoctl4pL+OGaXwREkJkC8NzuImiCfeHfN5qjBe9FoIYeCMLY5o8evqyVkPlKvf5MdW7BFo8j9e6RGEomXfAhDwtb8ZdcAFFIvU3aJaodT6z+NvWBxiRVOddtbAbKXqF9QhCAggOUrUL7jj/a9JhOp60BD0w5XGLnTwqH1XSdaACjOqUtNgLA305whgIKnkvxm+Dr2OdsFo2zG2D9of/JkydibhZfYALvcQEcpnGE6ICPw/a/q7zPvTnnVaurukTD6LFJW+yEzUY0mSWQsp9tAnzomH2O0WgEo9EITk5O4Pr6euUa5mQBWM3hQs/z4+joaE3vKdfLzs5OKZs8n5tgJyRx5RF13RMrJic7Oitj84TEjkGT8FgTxsclPr4bqp+ikJNNu/qD5SlTRTsGCiBJYBKtw7RznZcz5au13cPL5/KF+Kz3TbITqb5rsfXUyVpJcb9rUzr9DplYHviX2xofsAkP2z00hwoFWvDAMGAIoOA9vE5+0Hr4Z1ufMYeMbz7pHHOt6YOtrtlsBkWxBVu8jqZSdZvoeE8tORDOpu780TwsVSFNA+w26YEmlWjDPoWyBUzhyzggs7+/X+Zx4evm2bNnpW5OT08BANZAnKr1JYU/s+kgVY4ZTd9C2orRZRNDhYVKW2wEgNtO0ITrAGB1Jh8cHKgSyVcpEliAocToGPn/PvUCmOOa+8jBwYE17FdugCEEWIkBcqhIYceqGHOd0hY70dR3jqrExZ6Icdwj+IBtxDA1kFEym83KnCs+B96/s7MDg8GgBFJ6vV5ZHwdhNHX66ElbJhRkaZP8yI/8CBTFZtoJGsIGz8Vu/PRtm9eNzjxTWyFhrHOJjXmBQkEEUwJ4CUDgO941zlvcRS6BIRpQzaRL3x36ml39NCyZ1IYWAKpq/m2+NarvTbQTqaSpfjYb+OALYprWBW1HY9co6EFtIu8XP59qjmh/TAd+z6Xx0APZedJB27Xlfw61+6ZyNr1x0CS1/3MLtngcdRgqpGKGfPmb8IO0SW1Kc1NHuwBpDS2vmz8I8diRdem77Q80ptwntjHzUFcx7AefvCS2sthn2ncKFFAAY3d3t4zRicfp6WnyfueuL4bRYbu3CqBjk8AUl7TFRgD4hRHD/CXz+VwM14XnfBzkKRO9S/c8efJkDfwJZc7w/x89elQCNylBgVR1mfLXmMYv6Spnn2lbTQLoqpK22Imq3zma4ETXhr0y9bnuMXQ6HTg/P1fN7/X1NZyfn8NgMIDRaFTmcQF4nrcFAGAymcBsNoPJZFLWi9focXR0tFKfpAeJ3eKrL9/ye3t7znuaytJ6SHYiVU4MKj7v6QBg7YfU19wx/WOTYWv0rPHtmAAdFziBu9Qp+IN61urIpSc6x9K8cMaLaSz0syZ0WMgaC5kfjTwkO5FDr7Y59g3JlyOtA2Vz+LSJ3z9b3cPhcC2EGAVdMPcJZbZpw5WFzoHtwDowRBgNGYbhxmwHlnHNa2zIQA37x8fOhKxj+v8WbPE4bIaqKeitz0LQJmnPCSo0RW8xEvNjX+X4tbtItD9uKR+CNHrY1AcanpcDnffUST4cDkUWRmzopioc8aenpyWjZTqdrq0v2gdtfhkf0d5jAr6k+TCVlZgzdes/di00ITyYVtpiIwD87AQCLib2Cnfqp87t4hOGi5+3OfO1YcFS9BH1JOlwsVh41xMzJk3dWI/2d9S0BnJIFQBNyjBqXNpiJ3yfJWJykuRmLFQNgsSMnbJCJDGxYDqdTslOkQARetzd3cHl5WUJRnQ6HQCAEqzhYAsyXM7OzsprnEEzGo1gMplYwQuul1S5V+oGuXLIptqJongOJHAnPP2tScEm0WwItYWSinm3doX5igm/jowOW/8AYK3eEF8KdwjaAJbhcAg3NzfleXTSoo4xx0vq70moY9S2iVMD/qXIH5xCNtlO1CVN9Q362MXDw8OS4cHL03Om/C34febtmerTbormvl/KvuF5VvB/blt4OzaghdfJWZUuG80ZPTZ7oWHEYQg0bk+lceEcSnMrzZ+p/S3Y4nG0yVDZFpvPD76G+laHaIGi0DHmqleTEK6uddGk+ZVk0x9oKOiCn6mjv9vtlk7+09NT2N3dLcW3Le5AT+H0p3Viv7C/3W4Xut0ujMdjGI/HzvaqBCF8Qq/59EvKyWKb863ES1tsBIDOTmBS+EePHgEArCSPl/KDoBP89vZ25ZrpBTsWyPDJF0P7y0NV2fqh7SMPUWZqm9cZ6tQPyQvDQ6alBBR8wrH5gCWbGE6sLXYi1ztHU5kEXEwO/FyOfU29HJww6XJnZwcmk0kJvJydncH5+XkZImw2m8HJyQmcnJzAzs4O9Ho9ODo6AgAoWS7n5+ewt7dXgi2Xl5dwdHQEs9kMOp0O3N3drawXzOlyf3+/1s/UCe1zzUHqfsbIQ7IT1KHl+j1PFdYr9L6cG0UBwPq/pm1fRowLWJCcqDwBPQWtTEm1McpAqG5MfeTOYonBEuJU5fqpa3Owq92HYidyML2aILnyL+FaBpCT01NHPv8OuHyvJuYGtxXL5XItJwutwxUOjNaHwBFnwUh5eelBbSaCRRKI5Morw/sj6cs0D8i80c4bSqgt53O+BVs8DmqocjqkfWlzmyJNAB2oaHblpFoLucOixerWlTCwCoDmITzQmJgryGrpdrtwfHy8Fl5MuofXqwEKUjr/aT/6/T5Mp1PrOoxhUMSCM/R+2o+q86eEttskhkwd84eOn7bYCACdnUAH/ZMnT2A+nwMAGHNqIItksViULJjb29sy5wt3sOdmQthyf9Brpuu+/fFhm6Qa63w+VwFGvH8S2EHnug0AB2UDufTdNGmLnUgNtpgYG21gJYQARL6Oe9SDLTTZZDKB0WgEe3t7pWBbPAQabZ9f6/V6cHJyArPZDM7OzmAymcBkMgEAKMsDAJydncHe3h4MBgPodDrQ6XRgMBiUfQF4DrIMBoOVtTOZTLzmNiQ8WIyuU4jU55RredPshOk9DX0OMc7UkI2ZfKe09r6isL8zx76P8s2HkqPS1pYtrJDvWEzt8TBi/Bxn3thC0sfMMR8XLYMAkMuBPJ/PS6aVlNtGkyy7Ttk0O+ErPgnbmypamyHZAhdDwnSNhhCj7BIEL2ysNqleOg8m5gUXE/iK4IZWX3iYgBcJWML2tb87qBO0Y/Q+ZPFJfcbj8ePHZTnaD2n98nP8f4lhZ9u0vgVbPI5YsCWHQxp/qEzXpWvSFzblLocqxu0jKYEMgPh8KVXqw7etunaOaOQhPNDQ8FMIrEynU3j69GnJbJlOp8b7TU56kzO73+8ncdRLocDaDgBo9KcNF2bSvWnuXLl8UkvqUGF1zX1bbASAntmCDn0AWHHYo3PexJY4ODiAi4uLsj0pCbyLsUL74brHJrnyw2AuG6oPmy5D+hAKfISwdWxtSyFAUueseSjSFjuR0jnCE8JvkkgOdgSWUgNJPnlPeHgyXm40GsFoNIJerwd7e3slkILHyckJADxPdt/r9VbCkxXF8/eRs7Ozshw9KPij1VkOfYXMXYqyVELX/EOwE/w3xZfV4jrvkrr9A7mFM2FsjkWNr4LvKufnaZ4W/F/6GzNH3Kmo6TduFuK6of1B8C10w3Fuv5ypXw/BTlQxF02oO6Z9fh7Xtw10KYpVoIXea/On8nwwrqhFEssNz9tYaPw7SgELynYxHS4wBe93AS54HB4elmwd7MPNzU0ZxgzZOpxJAwBr50M2jtuARZv+t2CLx5HLUNkm13TN9ONWVUislOybug1nTvFFy13z6xIbgh5Tj2ZHi6n9VPraxAcaySmNTndko4zH4zIM1/Hxcclyke6lOV9szvxUYus/7VPqdlP11XQNWUT03Hg8Vrdl+x7wedkEUKopc9wWGwFgtxMYEgzDiN3e3pZgATIf8Do625HVgmX4gedT6TrUyX9xceEso2V30Jww8/lcBJNSghE5gabQ+lzMmipYJm0DfNpiJ1K8c6DD/+joCIrCnY8E7/FNVN8kCQUatNepHqkj3was8PNUvxgijB947vr6uiyHx9HREQwGg7Kek5OTEozZ29tTzbNr7h+6bLqd4A54PEwbMH3COZlEcqqZ/Akm5ksO4e/cmo2j0lhS5yrV3Gd6X+cOWzqvEosktr9SQnDaDw7SoP54GKeUG4BT6Nslm24nTOusSv2HbOTW+rFCJYTRA/D8XQzXPv2O4jXTPbxNyozB0H0hcySF9KLfT41+sS/0CJlbU34UPBBowc84dhoujdsVBGJMtsmXiRgiW7DF40BD9eqrrwYpO/UXPfUPZZVSFShUlWjnoor+8fBmGmAsV7+abqxyHL4PNNSpT1khGCqMU6g5mwL/7/f7MBwOV+6tIydIFY73GIAiRf8k9o7pXEh7tnwx4/HYCKg9dGmLjQDQ2wkMCTafz1cAFRR6brFYlEng6UHDXfmIhtFiAkY04bW0QACOnToyeCJ53hYNyUWBKl8dpAxnlqM9LShV5RiaKHRMbbETsc4RTNhOw0/V5Uivol0KfCBbRNu+BoDBOmhdtpBjtnYGgwH0ej0x94p0XF5eliDK0dFRGSYMw4sNBoMyzwuCNFIYszZJ3UDfQ7ATyIJAh1RR5GepuCJuSOGxQjcuxoqtvhDAQqrTtqM9hEmU0smcOsQ51mcDhOg1idGbs38h8hDsBIoGYMjt50rZh1Qh0Gz+NtP3GeC5vaUhsfj9rnxOrnFo7BP3GWpFytWEB9UHBek56GoCV/Ca68D6EZjn7dOwY7Q9Hr7NxQoy3a/RTVFswRavQzJU2h3/OUXbVt0xLx9iLhqXUXHpxLSDpUngTlWy6Q80NgBhf38fTk9PjUyS/f39FSc8sl9C+pECoIkFNHz6XgUzRJsfJwWQg+wkCqSMx2O4uroqH2YwlAjmwdHm5AmZr6Yxb2x9bYuNAHhhJz7xiU8YxzOfz+Hi4qJ84TQlVb+4uChDjnGghSaO93Gia8tK5WxAi09yeomZ4vNynQo0wDBuJnAIGUjSGF31hvbJZ2xS+DFbTp02SMzctsVOaJ8lbE5pZDxIIa00zuymO+l9xqAds1S37T5NSC5TmU6nY5x/zMkCALC3twej0QiOjo5W8r7QMtKBYcpS6TtXeLaq1oKPbJKdcLEh0LFN2SRV+Aw08fpDQY0Qqfqd2dQeZ/X4Alk2QCe2bz7OWVM4JMmpjPOM5efzeW1+I5/1tkl2oumS2w6YfGwUJOBhv6RQXBxgoOcBzKwPzfgosMCv2b4vFGDQRFQyAToIcCCbhTNaAF4AL1gPhvrCMUqgBQL+AC9ys7gOZPTg/Tc3N2tt8/6jjTk8PFTni8F6Tbpx2cIt2OJxNNlQ1Q2kaMS1QyRn/al0luNBLAfjSZMQK9d4YvRrk01/oKHOdSmslc3JPBwOV65Tdgue40yYhyI5gJvcOsRcOt1uF3Z3d+Hq6sq43ijIJq0lU//pGJoSBixEaA6jttgIgFU74WJ/cPBCSk7+6NGjMi42PXx/W0Oc7yYQwsVcsbFl6PWQUFhS3hlbrhQK7PjogIYyi5GY3DDae0MYPlLd0v1VsIZMYKOvtMVOxLxz0BwtCLbQROum+1I65psmNuAoBFTa29srHfyj0WjlGjKK8H9kGeE1qu/z83OR3ULPzWYzODs7g9FoVN4/m83g6OgIAKDM9YL3nJ+fl9cAoAwjl0P42DdFNsVOcIef9EyADioMyWIK2xPyXleFf0LThg/jI2cYK5uTVnsvghN4nYMzyAaSgLPHj815VnxYRCZ9hW5Cxj7RvuXyV6Ssa1PshO98Vi2+YcNCw0PZWCO2Dc+YT8R23XesNpsr6SOV3eIRVXi7tH8Aq6wWPKhNkg4OxHIQhx/SOZrwnuqA3kP1EvIbFsL84WW3YIvHYTJUGoQwl6Sqvw1gTV3CH4i0Om+CTmMAqJT9T1HvJj7QcDGFFDOVx2volEeWw3Q6LcGWHMAAd863EcDR9Dl1CLBQOT09Na43CjY8dGmLjQDQ2Qn+QkwdzZxJgaAMhh0DeL6zBxPIc5HCcJkkxsGtAXtSJLbHemzjOjg4UI2XJ6b37bMvWGMDgXz1jeMzARM2fbraazILxqdvbbETsRu8EDjZ29srQ1BJOUZMjI8mshd8hAMoKVg6HDBBfbrYLTZmC7Jbzs7O1tbAaDQqWS07OzsAAOW80nPIcEHW69nZGVxfX5d1hCaJD9FNk8WUY0eSTbYTALCW6BgZtADriddDxfT7SZ1fpt3YKf0nKUAi027y1DoygTA+G1alsjaGUIo5oI5oad41dfFwTKiLJvhTTLIJdkIzNyawoClgjI+Erie6xjXgj2+eKxNjgvf35uYmOASazbZg4nk6BsqE4UCxi32C9UiHjVXic2B5+peyV/ic0HBmmvnkc2gD7U3ragu2eBw+DzSpjU+dcSlD4/ltorjmwQeUCY3N6Hs9tH9Nk014oLGJyyEvhYrCc91uF8bjMXS7Xej3+9Dv90vgJhcQ0kaAJfV4pJwtOaTb7VrX3P39PRwfHycdf858P666Q5k2bbERAOF2AhkaBwcHa+Gr8BqGHJMc0Pgbhvld6DmT8HooaKFlPviKzzOPraypn5o+hoRfo/dyQEzDQsF7Li4uVOX4GrDpgZfLAZ7Y1lwVbWmkLXYiFmyhydjPzs6g0+mULITQcFptk9xh0CQQg7KDKNjS6/VKYAvBL2S24EHZLDs7OzCZTODy8rJkxvR6vRJkwbGdnZ3BZDKBk5OT8l4EWgCgLO8ChnzH2eS1k6LdTbYT0q7iogjboKfZYc3DQ/Hz/DcipXPd9PtjYvvYfB7cQZjqt01qCwBKPQCAqD/b/a454nq2zVmMnqmD09Q+bRt1HMuwSTkXNtlkO1GlpPBJhfjDfDZQ28AT6fsisWRcofF8c9JQ0ADDevF+0f85kCn1k9eHQDMFefAvnqdhwOhBbZh0XhLTgdfwL2eu0LFrmVCa3y9sM1S2YIvHUaWhSulgT9V+TJs+Oxpcxqpu3XOhX0rN7pImSZvAl+0DjVmo87rb7Zb/7+/vl6yXuuePS1V9ytUOBQRyJqrHHC7Pnj2zrrurqysxpNhDkrbYCIB4O8FDiiGjBZ3vAOsPhzTvCwdaMAm9FKKsKMxhuCRAoSh0jJmY0FnYhjZUmQu8COmDLf9MVSwQHD/OHw2FJvUpBDgysYSqGF8OaYudiLER6NRHh36n01kJeyWVr0r/sW0hU4fXZRtfVf3meVr29vag0+mUievPzs7KuZGYLPSYTCZwfX0NR0dHcHR0BJPJBO7v7+Hk5KRsYzKZQKfTgclkAufn52WOHgRt8HpT57LJ0kY7YXqPkxxrNMSLKdxUDr1KoaqqfP9sy3sv30XuOzbpmilMmGZ3Np9D+r+LMWNzbLrWQhXMp5i622gnUo39oQiyJFxAiARgU3EBIShSeCyeK4bXIQEENnuO1ylIxH8HEGjB8XPbSe8zHT7gKcALIIUenF2Dc4HMG63+JQndaKBdB0WxBVu8jljniO9E1m3wTF8+LlXSO+vWSQqRdtA8lPGHrJVXX30VimLzHmhswvOvuMr3+/2VnCwuPceyFkx9aiKok2Jc0hqOTUrvsxb29/dhPB6vrTUOwGBul+l0mpWZ0lRpi40A8LcTknOfOtdR0AkOACvsF+qEXywWsFgs4ODgoHTS4/2unZpY1pYDxQTYUKHtUABAk//l0aNHcHFx4ZWvJLWkCv3lA37gnJvaQb2jbkzlEHRJDUA1UaQ10hY7kWrjBg8TRj/TXCK5pAqHvBYIkcrFsl9MYMZgMIDRaFSG9gJ4nkuFhv8CgJXr/Oj1ejAYDMr6zs7OYDAYwGQyKc8BPA8bdnJyUjJfLi8v4fLyMnpsMeCcSd9tkU20EzxMGD3wOg+vYqor5H1UC3S4mBqhbaYsG6oD230SEMav+bJp0ClKE85THZqcktxRGwqK8DrpmEL06gM+VSGbYCeapE9b/+rspwRImhhptu+3CXyQWDDcXgK8YJfQQ7KJ1I5LOuR90eiY18nHJR0agFWqE23FcDgsc4nFrllpnPS3zsbCc+nAJluwxePwffExTVaukApaypRvnbFgSp0h0FwSG7dROxcpfiCkBx80Dq7+8Htt5ZsWGxVzUrT5gSZVknbbNWSx1D1fNvHpX11j8ZkrX51TgMbEQJFYMsPhEPr9vtc6PD4+bvx6SC1tsREAYY5UBEdMDnT8jHlauDN9sVishMYCgBVmjNReyvkxAQvaPCI2IAP7SoEeEyBEz9HyFxcX0cnjU5an9/F7MZQcB9wwjNx8Pq8EUJH65ZrT2DZipS12wtdG1M3qqFJ8w6D59p+XN4EWvV7PyKjpdDpwfX0Nd3d3K4DK9fU1FEVRsk/u7u7KnCt40NBimLel1+vBZDKB2WwGo9EITk5OYDabwfn5eVl+MBjAYDAoQ5a5wBYN64WPLWYtNG0d2WRT7QQVPIrihTMPP/Mdv/guj477kPZS+wNyvq/amCCx/aK7yV27201OU6pPFzimzR3hy2zieWD4PTgG6ii15WpIOadV+Z4egp14yGIDBqRwjK71zeugrBAOKCCAURQvbLULlOF9p/2h/sLhcGhMMI/1YttcD6b2JMDFlvcF2SnSdx4BFtqWxCwKBcg1IJBWJNYR/bwFWzwOyVCl3vWxFf0XJWdd3FhWBUBwo+Pa/YKioWVrxqCl3dUhm/BAIznYMeeKa/wxTAqbgz+GnbG/vw+7u7sr9Xa73RWWTe51kTqEFw3BppkDbD82fBeug93dXZhOpyvf1263C9PptFxj9/f30O/34fT01LgOsYxv39ochqwtNgLA/8UHwZFHjx4BAJTnkL2Cf22MBhTKDFksFjCfz9VOeVP9EiDAX3Z5yDH8bApTpWG8mMS3vE9yeKorPG97sc/Bvnny5AnM5/OV0HG0Hwgi0WsI0ABAeU4KxeaaG03fUo83pR7bYie0NkLjwJac6iZHexPzudA8KBqRQAYKipj6LYUnCwVqRqPRSqgw+rnX663M9dHREQwGA7i+vi4BlcvLSxgMBnBycgJHR0cloIL/S8f19XXJhsH8PFWJTU98rfkwZuoCaDbNTqBQBz46x6gDyhRahn/2FY3zW1t/DODj8z5vYoDE+gQ0Gx6Xy6VqxzrVmyuUudbnob2mYSdxsMU1b/R6KNhVpWyCnfDNzxOzvn3WUIho6uNOe8n3JTFZ6DVNO6bvn5S7hYbsctXr8tVR20HtOYCdVWbbjI1tcuCE2quiWAdceP3SwX9vtL7PFOuPrwff9ahpawu2eBwmQxVjKJrGIkg9hlCal/S/VJfpQST3mHMgozE6wnOmB7CQOcT6co9Hy7Jp8wONBnQwsSSke00O8ZzgBq8b/8c+U9CjjeHEKEDEASQu/X4/Gvji/2O4sN3d3TIs3HA4hPF4DEXxnOH17NkzGI/H5Xk8eBgS/H8Tfl+42MbUFhsBEBZGbD6fw+3tbclwwVBgUnmTw5u/6FKnvKYP/JwmZwp19hfFc+YNB22o85/no/HVE9anTR5vG6eLGWPSfQpggNfBwScE4FCfnOVye3tb9oXOEwCs5e4xtRkyDts9uYAYH2mLnci5E1Xj7LYBHHUyFEKTvbuAFtM1Cp7QtotiFdSRAIXZbLaSrB6PTqezdg6ZLshMAXgOnsxmM5jNZmXoMRPQgnX4AFOxYcZ81pkvYFalSMDjptsJdIrh7mYAKMOMAcQlBEZxbR40Pc9pgJSUz7fSDu/Y8XLxiXjBx08ZJK42Yv0iKZydJt1oQhX5rIGqRer3ptsJX32klKa8w0rsC5cf0MRcQ/DSFRYLAQBaThttyMSGCwGIsC9SCC6b0APLL5dL4/qkbErsO4DZjxEarakO8HYLtngcPoYq1WTmoK+mFt8fxFyhu2JEqltDBczZvq/YgB/bgxMAlA9yw+Fw5aGOngdI8/DtK5uYswUd+TkTq2vEFdLKJW0OU5WCwZECVMI6hsMhnJ6ewng8LtfFcrmEq6srmE6nMJ1OYblcwunpKRwfH68wXaTj2bNnlbNUcoFsWvvYFhsB4Pc8wfOVYM4V/O2l12MS04c6wjm4QFkuUl4Z3k8KxoQALBxYoW3axoT95gBNzFqtOpk81Zkpr48EdiFQQ/sXMnZ6j/QsWFdOHal/KG2xE3WALa7yPCF9SNuxDn4J4DCBHr791eiF1mMqj2G8aHiws7MzuL6+hsvLSxFswePy8rK8v9frwWw2AwAo/wcAEcDB+6r+jm2qbKKd4LuQAVYBFn74hBLXOvlzOLti3qFd/Wk6s4LrgDt6TWGCQjdTSrrG0KWm8qH+ibp1qpE22glNGLtNF9v6soWr0tyH/kNajynUFL0nZi4AYK0vtH5MKq/VAa9H6rNLr1gOfYiuw9afVDbeNWYeclEb8UfSE37egi0eBxoqdP76fnlzovS2hRSaX6QtP3QpdZfifvrQ4UK8cwqfd46OF8X6V3W5XJZ9p+dwXL5ryUewbV7Ha6+9BkXRzgcak1CnNA1b1e/3jQCGyXGOzAep7q3odGK6rtWlFnSygR9XV1fQ7Xbh+PgYdnd3xXxMyHhBivDp6SkMh0M4Pj5eW4dYNoWufNhVOefJJW2xEQDrdsLm6KbOcOpABwDjfSZWhKt8rHNcE15MGptLB9p26XOWLZm8tn8+wkENSSfSGLEPpn5o+wcAJfOJMpaQxUIZUSb2Tc6cNbHi055tHG2xEznAlhxMBg44pHT4p2DQ8JBgmjwlXE8ctEHWigt42dnZKZkomLh+b28PRqPRylxfX1+Xye5ns1mpQ8y7QkODcSYrHufn58b8Mb5roU25VULXtGuMD8VOINjCQ7zc3Nx4h5a2+TlCdyinCm9tyg0QUk+qtat5pzaVkd63bb4HU9t0zjTsG6k/PI+FVAfA+oZNVxiyNgABbbMTNh9m28U355BLEFgw+VhN3w/08yGTw8UKCQ1RyPsi+Q1MOV04OEv7KN0TA0prDvz9qRIEtIFGfFwh4PRsNoOi2IItXgcaKkzYHfsFzrV4XD9evl+gTZDUgEqOumLBOP6QZXuwRWADYH1XEwVbaH0UiJHqN41LazAxERav56233oKiaN8DjVYwbBXm5eA5Q6SQVlLuEBNLhQIBqYGYNgA7Pn30HY+pvIaxRHP19Pt9GI/HMB6Py8T23W4XhsNhGVZsPB6Xa4GGMeM7Rq6urgAAynqqYrdgGLQ657otNgIg3EFCneScVeDLoKDMDp7zhUusYz0Fa8TVHwyzRv9HYIHrSyuYaJ6fD2WrIOhh6o/pOYBu4qCh2ahcXFysxTvHdhB8OTg4KHPO+AJNqUOKhdYh6d5nbttiJ3xthCYZeluc6JRJo0n0HiKY04SCQz45Q/C+vb09MdcLDXWGYMlkMoHBYFCGBMPj+voadnZ24OTkBCaTiREQ6nQ6cHR0VIYcA3geVuzk5KT2Ods02VQ7gULft6RDKh+qS9N7qU8eF237qZx0WueiBuCgYzCBRyZwwQZkSOVoP6S2NE5DqR3uEHblh8F1ZStXZxSYVLLpdmLTxPYdlET6XmmFJ3jn61Xj7NfYMxqJBwGim5sbMf80T3yv7Yc0BpsfkF53HbY2fHXiA6BodK7xdbrq24ItHkdIEjrfxasR/sMV247GgHDDlBNxtPUndIeLZow+O0J4vbkRWDrnNzc3qj6aDIIErqBRpMdyuSxj+mrzqvjo21QPvxfBzU19oDExU9B5TcEXmzO7bke3T79ygDSh40/Vl1BQC4GZ8XgM0+m0zMlCARsado6zaKT8MQjIpNgYkEqqAObaYiMA4l98eKiukDpSgB+mnCYpWQ8pxurbf586EKjKASZRRoppzjCkHP62035Jn/F/nssldPxtk7bYiZTOER4GrKmgiwRamMppGCp8/Fi/FrzhTBF+HwIutC9SPplOpwOTyWTl//Pzc7i8vISTkxM4Pz+H8/NzAHgRDmw0GkGn0ylzuGCdnU4HTk5OAADKepsePsxnrpoim2YnXGAA/Q3x3cVr2sRpykuQege6j5jaMzlGfXXpEuqA5Ods7ZnAGDyPujb5JWifbWwZCQyx7eynDJn5fL6SnDsHmBLqb8kVeWbT7IRNQpzyqebfN2pP7FiQIaJ1rnM2iasdWt6UtsCVp8m2pmn4MGoTNH5Uk52WxkLLcEAW7QMFfgBehKfEz8gAco0rx29FFT7fLdjicbgMVQ60vspFVIeEgCdaRkUoIKEtY9ttkwt8cVEWNXXwMGEI3iDowg+sG2DVEOZYWzRkGbbR1jBiP/VTP6Uet+Qsp2tod3cXptNpGV4Ky+RYYz4SknOmrXlefPVNy7uAhul0CsfHx/Ds2bOSzcJZKRgWTAPqDIdDuLq6gtPT0xWgpglrJoWYxt0WGwFgf55wOe2pg5wzL+pMQB7DICkKO0jDzy8WixVAAu+VEr5rQrShLm1t+o4lRHdS/+bzuRiKDMfMGS38fspYevToUcn4ub29rSwJbZMAnLbYCY1zxAQa5GKD5BJf8EcaW2geGl4nT+ouATQ8NBmWpaAIb4tKr9eDyWQCR0dHcH9/D2dnZ2X4sKOjI5hMJsY8NLRvZ2dnZbux8922NZNb2mYntOGB6DsdAKxt4LOFjLa994UkbuYCUE9uUK3keO/lDlWbgxcBIckPYgM4+Ds7j2DBxYdxJJ1zzbN2veTSeUppm53Ire8c/q+QOmN8sry8BIZobWGov+zm5sYJCPn4PwFWc6Jo/K+0fY0+TWAwwLqdoe3zcZrGHTKPrnukvsW2zctuwRaPw2WomhJbMmU/Ql7Eq2J7+Iw3VV9sxsm0s8fUflVODkkXuHsJmSsAL0KGIcKMB+5SQUAG69EybLS6p32Qcrds2gMNF+oI39/fL0NGUec6hpaiIcY0jAEtwBHCPqjLgZ+bKWEalwSMpWgP4HkIsOFwWAJryGba3d0t87Lw8GDIjMJz+Hc6nQIAQLfbVQMtbQgLZ5O22AiANHHWbWG/XPdK500O/1QAjhZIMeWb4WVoOfxN0+iDslBCxiYlodeM01Uf7QsPNXZxcQGLxaIMB0aT3WNYMIAXITuofh49egS3t7dliLWDgwMAgBXQxtVHH0ZRnYCfZs21xU6E2gh06OP/Uh6PKpgGudgzOzs7ZSguUxkMERbSB8r+OTo6WmGZUAYJ1eve3h7MZrMV3XPwBv8OBgM4OzuDk5MTuLu7g9FoVOZrwdwtRVHAycmJdZ4GgwFcX18DAECv12ssW0kjTQR52mgnNO9b+FtJ8wnk1CPfmGjbpW7axBga1SJVvpfQtiWAg+tFK1xH6AAOeQ/X3AMA3u2Yymn8HVJoMk07dfve2mgnmiI5WEp1902618UUtDHHYvvLz/N8LJKNdPUBYDXNgIn1Igll3Ej187ZTznXInIauA3rfFmzxOEJQ4aoR+VQO/Jh6NHTYmAXM60qpY1ddsbt6pHtyPCjYaMQ0XBgPFYYP3xRwwbp4iJLUa5u3g9RDvL6JDzTo3JbAEHSQo7N9d3cXxuNx+T+Wo070HKyRnDlP6uqnJHWGaEOQZDwew+npaZmzBUEWtBN44MNRt9uFp0+froQLQ3AFGTLj8Ri63S6cnp4GjS3nnFLQMEVbbbERAHo7wR3XUjgofo82NJQt9BWep8nWXX3TCgdJYpzzNMRWSPumcy5GjEsfUp9MoAYFPXDuuN7xM9YrsXAAAC4uLkR2D8ALIAbZLvTQhH5rEjslRtpiJ0KcI212uKfou4/TnpfF9jF0F34ejUZlqC5MVt/r9VbKYX0+SedHoxEAQBkmDABgNput1IntSLoZjUZweXkJo9FoBZih9/vq3sWmeUiyiXaC5usEWN3RW+W7dC6JbTdVv6UNgzbgBcUWNmg+nxvDDfE2NePQhIyjIcKoX8FWnjKj8HNKFovkyC6K+oC1TbATPuumSsnZHy34URTPgQGfkPkm36Tv5nAbeyxWAJ77EmzfG/rdNX3v6GefaEE+31fNXKXc/O3TF40fegu2eBwaQ1W3SMmQ6u6Ttj+hYAX/wsbuHnGJj4G29RvAnAsl13riTluAF/ESHz9+XMZVRBCGsldoLFZ8YPcdM03yy/skzR2VTXig0YoJTKH/01wuOdbKQxeX4z9G7/v7+yUjZXd3twz5NR6P4fj4uCwznU7LkGAIgD579gyWy2UJxB0fH6+EGOv3+yXYguHoptNpyYpqO3vFpv+22AiAeDthAkCo2IAUdOy7AAVuk10MBx+HvJYtYQqjdXBwULI18Lfl4OCgBCooy0MavwlQoYwh6TeJ3pM6Nw3/PJ/PVxLaSzpYLBYrbBU+JgRWcL5RT/S4vb2NYjbZ9NAkpktRtMdONHEnat0iAQCcyUPl6OjIGQaM/09BEwRXMOSXiVHD+0XBCwRLsC4si6HCjo6OAADKnC6UCTObzdb6TscMAHB2dgaDwWAN/GmDpAIHKYsoVZ2bbCcAYC1aQar3Tk2+F9cu7NAwVk0VG0hi0wl/30aRzsUIvt/bdO0CZLAMvtPbfDqmMGOasEhNm/dNthN1S2z4r5j1wxkgufpMxWYn0Hfn0w+aP4nXpd2sLuVkke47PDxcY/NheZ7PZrlcVpr/J0Xe8Zh53YItHkcbDVXIQnJ9AXP90GkeRnIgl6nHY3sAosAFGkLfOmKFgy14jifYxT5I6HWI/jBuo2lsdP3RnTG4a3/THmhCnPU0Rwp1mtMk6VU609uUfyVWL7b7OdvIpTN6YMiwZ8+eleyW6XQKp6enZZn7+3u4v78v/7+6uirBGgA5FiquFawbQRxkzdStzxzSFhsBEP48gc50zL2hTUZP2RPovOfC66EghwQESPeY2i0KHUDE63W1K9WJob0AwOro9+m79h4uJkCJj4/+LtL5QSCFzgUHe6ScPXS+EUgBeM5gWSwWa+vx9vYWFouFUV9V5q/JXU9b7ISvjXAll28i68XWJ+o4NyWpt4XtKornIAgCFtI9tJxNpzzBve+4sB4EawaDAZyfn5eMlMlkAicnJyVwwsdpktlsBpeXl3B0dATn5+cr4+B9MOWT8V1fTV5PKWUT7QQeNzc3leYWTS1N3EgaEqoLy+E7L38/Rr8Id45KzmPbTnpXX3BNSNckhyn9zH0F1LdhChdnWzNNA1Ncsgl2omnfJ9ca0ZR1hSLURqqJCZ+nKauJ9mOLVmMqe3h4CABgZafY7AmtQwJt8DeE32s6J+kWwMyudAHyPvNS1W+SqZ0t2OJxUEMVSg9Lcc9DENsPsgmp5eVcbZgouRpkXDJYLjoeF9ypHroOQhB/anABXoQjQpCFJqanY+X9pGwY3h9bvyRmC78OACW7Zj6fw+XlJRRFOx9oUjukTU7yJjq+c4kPsJFCcrS1u7u7smaWyyU8e/YMAADG43FpS/B49uwZXF1dra01zM+C+V1o/RR8Q2kbC8q3v22xEQBxYEtRxDmebTY4tF4bqCH1mYIQUpuLxcLaFwmM4W3yEGUc+Ajd1GBq2xZ6TMoxw8Ejnsgek9jTvvN6ECDhfeJg3O3tbfm/7YjRS27RgnwuJk1b7IRkIzbdwW0SCrrw5PQ8j0qn07GCJy5gheuZnncxKDi4g33BEGTIQEGGS6/Xg7u7O5jNZmXuFgR1XGALBXAuLy8BAMSQY9o108S8KXX2t812oijkcCcA5ogKrvt9JfR+APvubYzCIIEAIZIi/FRMH0zhuSTwxeQElu7Fz6bQo6Z5cgEifH4oo8W29mh/bOHSUug0p/B+td1ObEU/15pr2s3qNuDExAzjgKvNXwnwIg0AhkGTNnkDrPshh8NhCbTw/vG+SRGVaLuSzmjoP2o7eHnffFGusjguXs4G9mpBOa4jen4LtngcdRgqPsm+L8GbBgBRcCCVTlPrJOYBVQI7UgndIUN1iYbRhDzTawCrD+oc+OIP8yajJa1rACjbwGM4HMKrr74KRfFwH2g4Y4U60qtilrQFzLGFX6tDL7wP/MCk9wDPAZXhcFjmYcEHGgwB9vTp07X77+/v4fT0dIXxRAXDhmHul/39/dpYUL46DFnbbbERAGY7oQE7uMPd5eCnuUDQ4e5ySJsYGaHMB9dvNmdnaEKMxQBOPNyWNmeJqYwGwJLAAs5EodclPdA5RUCFAjHYD1ovCv7OYl4X6aDATWqdN0XaYidSPUu0zYkuiSY8lIlNoq2fn6NACQVoOp2OMz+LiZ2CwBD+HQwGMBgM4OjoqAwrNpvNSnDG1QYCOJj3xVenqedJk+elLYDhptkJfJcDgKTvmCl8Br5hqW1jxM98Q2DdY3Tt1LaVcQFCEnjhCuXF9WYDY7jfQAKBpF3tUlntPKfYVFuFbJqdqFuaMq9UANYBYE24RO7Edznytd9Xyhzj90h2T2Kb0PaofcFr9BwCL5QRafLn8fMmfyD1H/r4PTVkB1NdJv2aQprZ6vUB6bdgi8fha6h8qU6+EruTIrRfJlQ1FADRUOhsYw9heJjO17Gjk8ZK1bBDtHqRjITrYQ8AVs4heEITKiIyjp/R+PKjKHQPu3Qd8ePm5qb83m3SAw3m2+DnbaHBUjqlmyxNAABSCZ/jfr9f5liRvjMAUIb7wgcRzNuCgAtlvOCB9oMyXfjawFwu/X4fxuNx+Z03rZ+2sWCKoj02AiD8xYc66dExbgp3hQ52tN8utogmF0ls/g4UbUgx+pusdfT7sH8oUMH7RAEPFwBBRdt3F8CDzByAVRBkPp+XocAwRw0FdHgunidPnpShyfCQQon5hHnTzHnVwIyUr0aSttiJtjhHUkhoMvbUOUpsQACCHzwHjCsUGr0fQRRkoIxGI5jNZmW+FZp/JbWOJeCmLcBHHbKJdgLftW5ubsRQ0T4iJYGvQqpuEwCStWtjqsSKzTEo+Wp8gBjUQap5CtVlChZSatlEO+GzzmLmM6StusTkd9SuSV4ON0C7/GS265hXGf0JlLWBbBZpfuhma1c+E846AVgNTcYFQGcrJEYcPU/7HQPEuNZTiA/a1YctsyXiCDVULgd+DmOSYtdAjkWdst+xY7TR+WLEFzSi4cQ0Y/L5UdPuDDHtUsH/6YHGXQpBJh2u+aMhzfixXC43htmiBUUkdgY658fj8cp1GzCRE7RwOeLb6KjPrRs6/7u7u9Dv92E6nUK/318LEXZ8fAxXV1cluIKslm63C6enp+V3heZx4e1K/cA+UDAmdJ3UAYq52myLjQCIz9mCn+n5ongRqhEd3TQROq3Hlp/D1X6KuTQBDbmSz0vto7542whW3N7eluCFBJy4EspLz36acGuclXJ7ewsAsAawIchiYrTQuufzOVxcXMDBwUEJvCDggvXTdaJhFlUlPmtOs2baYifaCrb0ej2jEz+EZcPDePGcLLSsBFKYQoL59Gc0GsFoNDICLbY+UZnNZiv3TCYT6PV6Zc4VZLWcnZ2t5ItJocet+K3HTbYTse+8KR1TPudd13L0R+tHSNXfkPHhO4G04TJFCB50rtJnGlvoHSlkuM9u8yayG0yyyXbCJG1hHfG+anJDa8YqsVo4SOATfqoozOwKep4CKKZQ/vR/ifGGm6R9dIDgjVY3mrXCUymYfLI+7KHQ+eTXud5sc62RLdjicbgMlQ1UCYn7F7KIctWRQ2KZNSlFQwfM1T8ELrjhAQAV7dAmNDyXa/zSeQkAwfKU9g3wHITBY7lclqCMpp94D20PGT+byGyhwkNAoUMZGQ6u8jFSVTiptrJVfJLex9Tf7XZXQorhcXp6CsfHxzAej0tGCq4NfiAgZ1ofyKbC0GLYPn732zpHVNpiIwDSvPiYwAoKtqAjHZ3nrqTvUjneTizgok08b2NaUCYHBSB8ARoKVFCGiIbRYhNbThpNiDYKlvEwZDhOWi8CKDT0GM/zguvi9va21C0/OCtIykvjmjfbvGvXTk6wpy12oq1gi6+Esit4aC/tfchOwdBb/N6dnZ2VczQ3Cp7X9pnWj6HQpETzg8GgZLng59FoVPkcNI3pUmd/Ns1OmBxzIc74HO/hrjqlfK0a0MdUxieSRY6oF5p3e62eTSDIcDhUv4tzgEQThqyp+d2qlE2zEzHSJCYKimntI3gQ6/9LNWbaHw2Iwb/nPmEDsT30MXJ2BwdWbLZK+mwCralvc7lciu2gTzHXhnjbGpFCpKX4rWsN2PI//+f/hL/1t/4WfPSjH4UPf/jD8KlPfQr+y3/5L+X1999/H9544w145ZVX4EMf+hB85jOfgT/5kz9ZqeO9996D119/HXZ3d+EjH/kIfOELX4Bvfetb6j6EGqpcDI+HKKFUshw7S1Il5wOQ4yByScXo0Y6TMlcwGSGtl4ItlOkC8IKl46JXolGVQirhg99bb70FRaEzVm22E1RoCDEuJsd+iLO8CvbLQ2a5hOgf4DnIMh6PSyYTAMB0Ol3R6f7+PiyXS+j3+9DtdmE8HsN0OoXlcrlS73Q6LXPAUKYUrjFbiLomiM/6aYuN8LUTnH3BnfLIxKCshsViITqspZdjjQMdnfmx4hsKjJ9DQbCAl0OwgZ/HczSsmuT814bDktr1HSOOwcaUofl2XO1QcIWWpYwdXpYfyOYBgGRznlt8AbG22AlqI6pgMqRybOd0kFM9YDJ5KZ8LMmBcIAyG9ZLawZwtvE4coxTCDPO5UIDFlL+F9hn7iuyWu7s7b2CnCv37zlGb6ubSRjuRWwDWN++lCCeGu7DxHZOG10YJfdcOYc80WXxZBT672DXO0lT6jx1nU+bRZSeaYCMkO9FEYKRKMTFJUq5N7Zq1sUZ8QFnJPmva5zmdsU9SrhfahssvKeWCoWLqL5blKRZSzZ+vjmyhzjTSCrDl2bNn8BM/8RPwd/7O34H//J//M/z5n/85LBYL+NM//dOyzJtvvgk//MM/DL/3e78H77zzDvziL/4ivPLKK/Duu++WZYbDIXzsYx+Dt956C95++2342Z/9WfjUpz4F3/ve91T9eCi7zHIs1Drawi+D7+4V/oAXugPIp8/YT4oy8wcbGme1Kt3S0GCoG5vhp+wWAJ3RN+V8wTa1zJZNsBM8RBjm37A5wzFPRxXrAWULoKzPl881jT7x3NXVFezu7sLp6WnJXpHuwXBjyF7B6zw3y+npacmA4X3MBbpUFdKuLTYi1k5IQtkMyHxYLBYiOyQE8DCFp8ohNkBhsVjA7e2tWh+0HgquYK4T2qZ0j61OrheTbjhogfVgWC9p3LSsKS+PZvxclyhUD/R3/vb2Fi4uLrxYKHWJNGcaaYudiLERdTvcU/WDOtc5OMGv+zjiXWU5UIPt2cAbeg/+5WHPXP3B8pPJZCXpfSjwsklSdei0h2AnQiQ2hJDvdbqxz3aPaYd1DPulCeK7w1vSE/WDaHwiy+VyjeVi0ltIaKZceq9jHm12oik2IsZO5HZq1yFaH1oV4KKL0WbbuBziCzw8PCzZbjl8idQe2MZGfZ0cLKLjpYyfkP74RJaKBfT5dyVnGoTkYMs//If/EH7mZ37GeP3999+Hl19+Gd58883y3HvvvQcvvfQSfO1rXwMAgLu7O/jABz4Av/u7v1uW+fa3vw3f//3fD7//+7+v6kfsA43mB843xqaW0hvKCKlaUgEbJrqdVl/aL1wKCi0PGWbqW53JCAFehA+TyvCDhi8z3UPHIh34sPfaa69BUbiNVdvthAnAQOaC6R4MLYUObRcQ4nJ88+v9fj8aXGkycyKXhIZ7o6HFcH673a4zvwoyYZbLJZyenq4Bd3wNbeKctMVGxNgJFBoqDABKNgLm5KDhsSTRAAkhTn6N2BLY03M0RwlekxLQYyJ5WxgxCdSgIbp42C+si7JgNGOz6czEKrIxW3gfpfBepjHP5/MVlg8HmChrBseI52i/uN5dYF3KXDs2MCW0nbbYiRRO1BAH9aY59E06oMCIBKLwcwh82PREy0i5Ykw5YzqdDuzs7JT3S2wYmidGO0dNyO1SxXrKMc6HZCe0ksuZTSMkANjfHVO1V8e9IfqlmxxjgA3tOKQ+0GettjBOUokL7LPZiabYCF87oQVYNOGu2iI2QBE/h7LkfBz+1HHv811z9QFthwSG4HxzHywFRHz6MBwOrWtIunZ4eCie5yG+UorJnsb6ovk9rQBb/spf+Svw67/+6/A3/+bfhL/0l/4SvPrqq/Dbv/3b5fU/+7M/g6Io4O2331657xd+4RfgS1/6EgAA/MEf/AEURQHPnj1bKfPJT34SfvM3f1Ns97333oPvfOc7pXzrW99KPtGhX04UrbOfUnOrHENdYhonnpfYKzFghm+8RGq88DMArFxPqQ9enyu8F9eZlOgO87aYDo2+pJwweC/Ac8BFiwy32U5Qx7cpsTnNs7G/vy8yWiQWzENgoUh6CNV/SJsxwIV0rw04Q+BF6s/p6SlMp1OYTqciS2p/f78EgR4i2FKXjUhlJ6hIzANMpk4ZLT55TDQsAQkY8HHEu+ql4gpjhSAL14FmbJi7hDJTTH3ngAwHMHifNP2h/bLlhgGAFSYPBz589CqFi0PQDuDFJgkKwsTkaImVWKDPBHw11U7U/c5BReMgT+lEx7o4oMGl1+sZy0gOdyncF7YlhQEzhQbD8GC0LQRIsIxNH5gnxqU3DYMmlzSJPdOEPjxUO6HNP+uTxNglNodaDmAkJ2ikqd/2Du4bkcM1bh+AJKR+XwBIswFTI03xZ9nsRNvfOTQAhGke645uk1N8vk/ashygePx4PSk9wHP/GAIxtkg3/F4eIuzw8HDFDnGbhLmXMbcLr9umc58xm/qLogFEtGvAl3jgE0nIVq4VYMsHP/hB+OAHPwj/+B//Y3j77bfha1/7GnzoQx+Cf/2v/zUAAPzhH/4hFEUB3/72t1fu++Vf/mX4+Z//eQAA+PrXvw4/9EM/tFb3z/3cz8Gv/MqviO2+8cYb0V9I149BSgPhWtxVos0pxpWT5udbXwpkk7dBaboIOlS5eyWmLukw5XSRBMfOD2TR0EMbRqzNdoKKDXjZ3d2F8XgM9/f3JVthOp2WZTGRelGsMiuqdqxL7cUyblIJ9iM0qb3vuHL0neuLg2w+wC8F8doOwDTVRqSyExJbhYeFur29BYDnD+RPnjxJkncjtYPdxGjhznFTDhPpf4l9YWOMaAXDbKVk+biS0NMyHFSjYeFcYc8oQwdBHXo/rfvi4qJcq0XxAsjigJa0/kzh6nKHIfNdl7/6q78KRdFcO5HyWaIJzuo6xoBAjInpIJ2nieh5jhbeHxq+jPaPgyM0t4spFBrex8EjzoLRhDyre642UR6CnQgRU1gbfOakOUhDxWdDIPYp1dhS1JuiP9poKFTvtr6kAJ5oe/Q+W24FOh7putahmdoP4yumNWmzE21/52iCUCd8Sn9fXZFiQu4BABGM4N95UzgrABDrxDoQVJEAGVffeEQmE1PHNn4ptwv9ndHYF9+1lHtu6f+tAFs+8IEPwF//63995dxoNIK/9tf+GgC8MFbX19crZb785S/D5z//eQAwG6vPfe5z8JWvfEVsNxYV9kHDUiV+c8X+8+1bE8QWVouXq2qnQ4zBpw8qJuqflmlT1TxK64weIX0xsVoAYAWI0YItbbUTJkE2An4eDoelM/z09LQEXKbTaQmyYJkQp7npHt/zKaXtzv8Y4SBOCDgkMWR2d3dXgDgpd4urL02dx6baiJx2gjIyFosFPHnyBACg/IufOehiAimKwhzuytUPV195eCpTGak+nt8EP5t+8139oddNoAUN04YMT1vILt8504IRJsYRzreJhULvR90DgFX/lBFF8/9IY+BH1TlebHNoK9tUOxFrI5oQMiq1aFggrvMuMGI0GolMEhNTxrffFEyhIct6vV75PzJwEMSZzWbW+rHOhwS0VD3WTbUTJkmRDxSdfzFRIuj/TfZVNIVZEeKPMOnZNSaXX6KtIaRcErprfRPfOZogVW5UD+2fiQWYQjjIgvUvl0srUM1DiNF+ugBu/vtg2tTpCpmGdVAABZkyjx8/LvtIx5JLl7H5x7R1tQJs+fEf/3H4u3/3766cOzw8hB/7sR8DgLw0PHrQeIcapM7XGGzqj5RLeCK2UOHJ3HI/CMUaeyk8V07jnEK/fMx0DD79RVqzBLjwc1qwpYl2govW6SyFgOJJz6fTaemAR6AFHeepWBuh/X/IEgtM+M4dXyu0HuwLhhDj/dy0+WyLjXDZCY1QtgUCKchgwOP29nYFuKZOc5sjXStVMxcwnBaOC8dhul9iW8QI1ZcJoJnP57BYLNZyy/iEaHP1QarLBbhgn6TnIh4SDvu7WCxWmC20XYmZmno9aNemK/cPl7bYiaoTX1PJ7djW1E/zlpjKIytFAzRJdbj6QZPeS9Lr9US2Cv1ryrFCw5nRMGoItBwdHRlzwABAY4EWkz7aJptqJ1ICGjSiQYoExilDhqXwAYRsIkxVV646UrXj05dc/W4CGGezE02xESF2YivrookakWpNhoTbQ/AkxBabNu/bNuzbmCIm9iOmTcA+Yh38d+Tw8FAd5UfDquGiZbk8mDBiX/ziF9cSTP36r/96iRZjgqmvfvWr5fXvfve7YoKpb3zjG2WZ6+vrrEnoqvgRaDtrRSu+hsPFFqLIampQxjYn2twp/OETAIz99KVbx4wrFgCSdCMdaGDp985lrNpqJ0wynU5hf38flssljMdjGA6HKw7009PTlR+n8XhsdJ7bAADKhAkFCjbNab8pY8e+dbtdGI/H5Rxj3hcNq6VN+miLjUhlJy4uLkrHOE1+ThkZRVGsMDLo74jJOW4L35UTYLE5yG2/0xTcoOG3tO3amDyanCUUAKF5TzRjtZXTgg08LBkHRei1i4uLNdaKFCaMAkv0M02UK+UNqmo9SOPXSlvsRIyNyOWIr8vBrwFFbOXoeVpWytGCgkCOVKcp/wqyUjjAIoUkk0CI8/Nz6PV6sLe3V+anub6+hslkAr1eD46Ojsr1cXJyUtbrynUTIpvIlPKRttkJDCnsIz4hv0ygiq/zke+ONr2HhzoN65ImASEoAC8iT5h2oWsiaOAuc1ukERfjZRN8U9IYbHaiKTaC2gk+L3XoMOdaMKUCCAkhlbufUmJ6Wz8AoDE2UZtyAW0PhiXjzBasCwDWmDf8XMyc+ZzX+Dv5fWjjpDltBdjyR3/0R/CDP/iD8M//+T+Hy8tL+PrXvw4f+chH4N/+239blnnzzTfhpZdegm9+85vwzjvvwBe/+EV45ZVX4N133y3LDIdD+PjHPw6LxQLefvtt+OxnPwuf+tSn4Hvf+56qH2ioXnvttWxf2Cp/jHzbiu1bSCzUkJ0TGkNkYpTQ9nIwYzgwgsaEP4hINDv8Wwd1mSbiSg3u3NzcrHzPsD1kuGjBlqbZiRhB0KPf75cMFhpGrCiKEoDBxOg0l0sVayJVOynqqTJvSk5dxLY1Ho+NDBbcgYhAS536yiVtsRGp7MRisVhJ1l4UL8I7IcsFHeKPHj1aCSWmTSSP5WwhtDT9pP+bgAZbUnZah/Q/r0fqLw9DRkOaufKfmMZic/TTOiRggrZN2SO8bQ7mmNrVhnKjY8FQZLaxm5gjOKZUgIsrxJxLpGcjiQXUFjuRauPGJjvNbflQXOc1gswVVx0UOJGS3Hc6Hdjb24PBYLCSI4bmgDk5OQEAKIGW2Wy2tiZGoxGcnZ3B2dkZnJycZNFpUxkzucZnAqo2yU6kjPYg7R6W3qFdYgpdResw5SSQhEe30N6XQgemftQpWn+By/ktORX5NfQPcL3QvLSaPjdFdxpBX6DNTjTFRmjtRGo/X92SMv9xlePl9UpAkeQfdNUXC9RI+Vl8bAfaiJubmzXQnd+LB97HdcBBjRAQz+WXtgE0PuBdK8AWAID/7//7/+Cnf/qn4YMf/CDs7+/Db//2b69cf//99+GNN96Al19+GT74wQ/Cpz/9aXjnnXdWytzf38Prr78OH/3oR+HDH/4w9Ho9uLq6UvfBZKg0lK5cX8BckttA2camRR81odxs81AXaEE/YzgtHscQd5AgGFP1D5hPeyF6pOMrihcmA88jyk2/dxpj1WQ74RKaR6MoXoR+urq6WiuLznIMLzadTuH4+BjG43H5mdaDn6mjXgtQ1A1kpJYUwEjT2Cx0jiiQgmtoPB5Dt9uF+/t7OD09tc4rB2JC5h9ZNFXPV1tsRIid4PkpLi4u4Pb2tkxijgyX29vbMpQYT4hOw0hJTm0O3Jj64cq5EhP+iV6zhYei/eT5aEz1A8DadTznw/KRxqgJE+ZKNC+VoaCRFM7LpCspJwyyWijIg2sC63jy5EkZro2DYhJIFgOOpBDfEGJF0R474WMj2hqqqSjMzn0KpGjDhJn0oGV+8HZojhVbX3kbNPTZYDAo2SqYn0Viuuzs7MDd3R0APAdczs7OxHVxfn4O5+fncHZ2Vtbpo6fU4rv22gLmtN1OVB26SXrPju2D9v1Sk+M0dqwpIonkfpf38YuYxOUroaHjpPImPVHAhTJkY3QScm/qOXDZiSbYCJud2Eqc5F6DWnuL5UwANWWW8O8sD+Ulic9Ga+1mes5uoWAOsi5dwE6szZPu0QApPiBTa8CWJhw+hkoz4XVTwXJT+VLqSttP/lAQkk/ER0LrpTt6kEKNfQWA8i8+iPCdQ7YdPE2bO60eMfzKzc3NSjx4H7ClCUfKMGLIZtHOMYYWyxUaKjUrQtPPpgEbdYoJOMO5MeluOBzC8fEx9Pt9NXgSqvcq5ou3gc6bttgIAH87QR3s6BSfz+dwe3tbMhTogawXAHsuDRerwXTOR7C/PqGzaFg0CeABAPF+ep8EHvF6fMNhacZwe3u7MkcUyLDVzXO9YP/w9x6BMw2wQ++nc20DyygjiAM9UrgxjS6aKG2xEy4bkcNp7eOsl8rGgD6xQEGV+kAwBa/z/6n0ej2YTCbW8SFoggeGN+v1eiWwcnZ2BkVRlOyYFADbJrOeYse3KXaiKNIwWySfgckBZ8rxGTufTfBZbIKY5iJ0jqh/IsS3xEOU1e0f0463KDbLToToPxWol2o+pD6F9rEJ9sY3MpILkMDNzCH9oMCHJlWDSSi4Q/tCQY4UeWeKYh0ctpXlwFSq+dmCLR6HzVBpcm9IkuLhJ3YRPHThzBIftFJ7joIlSKHDMFmI3iLogmAD9omyP3zntOnzT8EwPCi4RL93m/hAY1qPyE4BAOh2u2VeFXQyc2czOtB3d3dXWC2SbMGLtJJan75MEsqI4rl3cO1gOQw7J62bTdBfW2wEgJ+dwLBZ3OENAHB7ewsAz4H5i4sLuLi4WGlH4+RHyZl/g7JBXM55HAt+NoXW8tGf6bwLuKCsEakeiSnEQ5ghSOIat9QXU0J7H4ADQSesi4JRtI+LxaJkRqH+nzx5UvY/5/rILbTvbbET252o66IFVKRcKqb/NXW66kPGys7OjjW8F80XI7W7s7NT5mo5OjoqQRgbaGDLDROqv9h7cos0zph+SvVtmp3w2dgo7SLWvuum6IckKfN+aB15qd+hQ5gwVbzz23xR0s5x3BBJz2sAPWl92XLBVCmhfWirnWiCztsq2gg8XLT5rkyOfo3dorlgTH3KxcjTMhttepBsBACUTJg6N8+bWEMu//EWbPE4TA800gMAdazXbdBo+035UfNJfJfiociUfK9K3VNAAb+wy+Wy/Mxzl+BBAYlUc+eLlFe5LjB02kMCW7iD/dmzZwAAZc4WDAeFzAQfB3WMMzs3C8JXQsKgbZJoxry/vw/Hx8fQ7XZXQLv7+/uS/WKar7YDcW2xEQDhjtQnT56UgAqeoweCLxcXFytOcspqoOGo8Dz9jUzFVKAO7pyhp3yAHI1w4ETKmUJ17wNo+YzJplN6Hc9JzBheHwJMGEKNH8iGwvXlE15No09tHT7sHV9pi53Ygi35HP0axoOLOUJDhdlCg9EyWG+n01nJ3TIYDFTh1LZSnbTRTkhOqzolZR80YWxSOBaLYpVRmlM3Ie/i1H9i8mP4gF4A8i53yk7y1SHWyfNKcGk6g0UjbbQTbZfY6EFNtY0hfbYxwiigSc/5griHh4dqoENiqSEYi/djf6Rk8hRsSTVXtjpw87tGBz5t5ma/bTzY8uqrr64sIJ9JrVqQIRGyAH2Ff5n5ojP1w9VHqbxtUdvGWufcIIgAAOWYefgw01EFaJc7oWBonzYZbKFsFWQhdLtd6Pf70O12o3JfIONB60DnrAifdnzbMP3vkpQAC217d3dXTCyfs32Nfnzv3d/fh+l0Ct1ut2TOPXv2DE5PT8v1iWuKhqejAF5VQF6MmELZtcVGAMSBLXigc50efMchd8rT0Fo8gTttx5QHhNdZtXAAR5PM3QUMUCCCnkemhy0ZPYIxjx49KsOH0XpsujLVi2CIC+gwjdUVCg7rxgPBO86KwoO2Z9JV6BzWIW2xE5vkHIkVDjhIuVXw82g0soI0HPyI7ReCJjy/C5Ver2dksxRFAbPZrLxOWTI+fczJQGkiuyW3tN1OaN95fR3eGJ1Bao9/tjkIef9sfXVtYI0BHdoqvmNDXwPuENfWRdksIfMDAGLZmDE2aV7bbidSSpPAM1/neMpxxrQtfT+1fZLCfNFcLbwsteP4mZbl+ZUlX67UV1M4L0lPPJSYDXjBczRakE2Pmt8U2j8XwCP5SbdhxBIfOQyV7w9GyBfQ1ZbpwcW2kEPjv/qG6MqhT4DVH/7cu1dQX9g2OkHxfxpSTDpo3pbc/cyp95A66fdu0x9odnd3S5CFslmK4gVwEhpiyscpHgso0LBWdGxVtJ0TDDEloa9DTPoEgDIMHbKjKKPu6upKnJ+ieJ4jCMeZC0TJDc60xUYApAFbkL2CBw0pxp38JjAF2S+8nJTHxDfxvRaUaUKYM985wOcGE/DhG+orRjChPerclh8HwRxcK9qDrhmftaBdK7nKS/e1xU5swZZ0sre3V+ZBoQBJLIhgut8X0MFwYVi+1+tZ63GxYFztPkTwxFfaaCfo+2yuUDE8Fyp/h5YcZKmcsCE+BB9gIUYvof4ZLeCUQm/ou5GclaZcDjGARxvAklhpo53wkdg8Gk2VHEC0qX7Jh2f631XO1p4JhDCB2y6bJdXFUxxI6wVABk9CbKRt/SFAZLKhnEEj6ZMDxNLvl1ZM92zBFo9DMlShFMtYCWkvVbKhmD5UNdaq++jSO+Zjefz48QqbBZFUHkKM0vDqAlqa8qP62muvQVFs/gONy5nv66imdfC5zMVEaVporxTOfco+qrsvLgF4Hi6Mgi2np6fw9OnTcn3e39+L323K7pGYPk2dYyptsREAejshhYuiDATObqEhr6hQEIU65+k1LjbHui0sGP/fFhJLysfC67IxOVy6ywHQUDAJP5tCpknzZxMe1s2Uq4aDZLTsxcWFMddLURQrQAvmaJEOLHdwcLCSR6ctgv3memyLnXioYIspbFYM00MK8eVqz7cd/IugDspkMrGCMgi0pBhzDqm7/bqkrXYi5H0R3021ZUPql/6XGDJUfCIu2N5ZTYBQHRLqv7GBMgD+Ca+letA/QcP9mOaI+iiWy+VayDA6HzQPrTQ2U1i0HJthfZhRGmmrnci5XkMkhc/JlzWVcmw5fWaUaWJL9h7CGqNABB60LgqQ2NJm2HQi6VkCUaSwYrSOx48fr5UxATCasYf48G1gmKmeLdjicUgPNCYGCP2B4Ls/cjvPpYUAoPsh1vywpUT7fMbh+4VI0TdtMivNWCTDhQ8geNAxVhE6TFoXTQFZuGz6A41GXDk3compPRNLoo4+NknqYL70+/1yDQ6HwxJs4cdyuVybNwxdR0OJdbvdRgMrkrTFRgD42wkObuBBmS0AIDr/pf8lQWBAw8rgAIoJfNGwWyiLhucWQcFzVbFFXMKflRaLxQoYYXqW4uHB5vP5Sh4V6X4tmwTnjc6jNB94IICC50ygC17zWUupxbdNCjpykKgtdkJjIzadweDKm0KFs0PovYPBwMj6oLlXfATr0+R2sc2HDexxhU+rW5rWn5TSRjuhCa0iARhVOik1zjBb27brOd9fAcLDYbVFfOZVesaZz+fl/GqBMslZWbWvJ0ZPbbQTIfPdZmnqOFP2yxS6zGSvMbyY9D2V6sJz/K8LAB8Oh2v13dzcrIUetP0uaGyJqd8uHQGAGkCSGEKa+dyCLR4HN1ToKNfSorSG3vehJ+bBRbNIUvRTWzYEYLHp3wYe4UNBrLHLacTp3FYR7gzH08SHyDY/0Gj5X3WtAAB4jklEQVQlV04SSUyAQM7k6TlAiJg6+b0u/cewi3LOJZbp9/swHA5hPB6vrEmas+Xp06drfdzf34d+vw9Pnz5dySGE51PPWS5pi40AiLMTmJeFHhg6LHd4Jx9GCwqCALY68RqCD0XxAhigZVB4XhMTqOMCe0Lyz0iOf17PwcFByT7h4Ie2TpOueFkbc4iumSdPnqywohCQoGHnAJ6Hp+O5gLAdCvyYWDexuowRGwiI0hY70QZmS5Oc7Ts7O3B2dgZ7e3tGAKXT6ayEFONj0IAuWL7X68FoNFqrT5JOp1OGBrO11el0VsKdYbnJZLLRc9dEabOd8AnxhH+1+VN9w+/QsDOh78tSX/FdVWJnSP3QOMhSvGfzMGupxNb/nOCExsclzbEtXA/VDfph6A523xyydfos2mwnYtZFLmmi/ymmvzHpHyQxbaj3sbG0LP3eUZ8jnr+5uVk7LzHtKHii1Yk2B5drTJJOuD6kzfO0fQ1DxSV0XPT8FmzxOLihCqFrcWAkxQ+k7YucC8l3XaNhsHzr2gRxGQrXQ18q/cSAXL515Z7Th/ZAQyU0eT29VyupAB+pHp6UPravqcceIphwPpf4hDFDYGQ6na6syW63C7u7u3B/fw8AUPaZhwsbDofQ7XZLwCa37lJLW2wEQJydoAnNMdSTKXxYFSIBMDRsGV4zOdaRveIKV2arI4W4kr/7glmmcGA24EmTgJ6Gx6Kh0rRgDh5FUZRh6PAz1/1isVhhyNA1JgE/KdeSzzUfaYudyAW2NIXt4sNa4f2mobtmsxmMRiMAAOj1enB0dGQEElzAiq9uMKF9iN5djBoMMcb7bRsTb6vX6wWHXmvK2nG1mQs02hQ74XL2PX78OBtAYOtTig2eJoAoJK+sT5QL1JtLz759SLmpUuOD8Zlv1DUFYaQ2JD2Y8vfEgnCucYaU852LTbETbZG6/YehfrqQfucY6+PHj1fCkQGAtU0T64NuVpfCAEr1U1aMr0+RgyGS/cH6uQ2yMXV4lKoctmgLtngcaKgwh0SqL6xGAED9BTddT7GQTFJVaDGfOqpigjRJUrB0NKh0HfIQHmgkFgE6v1Po0AdIcTEaXMDJQ5M6Qofx+cA5w5BiGEoMgZPpdApFUcDx8bHxXvx/PB4b57Wp4cXaYiMAwu3EkydPVuq5vb0tc7CkdHy76tI4vmOTn0vhsyjrJcc4+f/ICKHXeYgvGgaN9pnmV8E5knKtmHQhzQE9R0EqF9tmPp/DYrEoWVEc4MJwdAgEIciCbBgNCBQz9znE1Ie22IlNcY74ig+7pCgKGI1GMJlMYDQawfn5OUwmE28gJ7QvnLHC2/VhpDQ9ZFiKeWuTtNlOuN4Fpfdjn/dH3w16yETh53OJrQ0T+FS1EzfG+aph7Lh0wxkktnpMOjNtLOU73ek6qFrnqTexcmmznWi6xMyZK6SUj6SwWanWX+jmaJ4XhW/+x0hNps3zAKtJ720+ZepHlNrh9ZvA2FQ61PjNTWW0zCQpBw3KFmzxOKihSkE3SrWgUoIvGppt3SL9cKbOb4Koad1jrVqvAC+MadPGv32gqU9SOteb6qj3laYBTFyvx8fHJdjy7NkzOD09Lcto+q6Zp6bpoC02AiDcTlBn/mKxiAIdfFkEmtBisUJztJjaoMwQDjRILI/b29s1kMK3T7xuDeMGz2k2fiBrBOtGUEbSLQV3EBTBPtI6JACIhjcritXHdbwPDwRZEIiRwpdhPpQ68riESlvsROyzRCrAIZeYcqiYztnOc+Ehu0wyGo1gNpvBycnJGrjhm18lpJ82tguGQzOxcfi9dYEdMQylJssm2Ante7ELfAl1NsY6KV2/nfS6a0d2ig2YklMuZox1bGy0+X5s68WWxwD/2nwxlEGF9WnmpEn+J0k2wU40TZq44beKdelTp08IrMeP3flMbP2hNmO5XK7lbbGBtlLOFpscHh6K4+G5oFzAM/0cMnaXvfOZsy3Y4nGYwJYUXy7q2PbdXeBjlADWE6JrF00TfvBMP8whfcO6+L0AUHkMxirFhELzh8jcu0F8ZRMfaGKc1bkc3bkd6Dnqb5LT3xdMStV3Wg/2AcOGPXv2DPr9frKcM3jeJ8RZCnGxh9piIwDSgC22JOyhdUtJ1U2ME5eDnSdst7WJfzFniyY0lrYfWJYCEj5gEuaO4TlQuP6x7zwhOxUEOkx9RiDFBWzRvDX0Plo3ZwZRHdC8PxxEQhYMhqvDsre3t2t5W1zAmGvu6pC22ImmOEdSO8dz1ueb7H5vbw+Ojo7g8vKyrMsE1FBQAT/bQCEKmrj6wcN9YR9s91YFWtjAFB/wKbS/dYEzbbUTOXKF+NYZC2yYHIa530dDNq/6MnZSj4GH4gJY9/Ok3JlvWg/YB9M1m9/EtSnYJE1wyrfVTqRcf1XoOcf3Jmc9lNGRuu/cZ4xhuWzgi81OSdc4QIEbsjnQYqpTc00SHmLs8PDQCJZoQRTfHDApxkFlC7Z4HFpDZaNvaYU/VAyHQ7i5uSm/YNJuDldILdtDgs/iyxHPTqtT08NWSmqZSVdtkdC+49oy6aTucT30B5qqAQVTnpgmARtbcc8hHuPx2Pk7FJMbqAnSFhsBUL0jNbVzWwJjTG1owRBXGZ4vRKrfBkBJIcjwvE9uGCxvApFM4FTo2KXrHOzBEGHSfZyZY5o/07zhWG0gUi7J8ezRFjvRFLAlVEKc5FUCCJPJpNyQQNvvdDpJQ3iZxkRZKzQHTVG8AFto3pYm6a+t/fGRTbATOd9lc/gMckb8AICVa5rNpRw80PhyNP30YexIdWtyyPgCRykYOqZNKFLbTQBKUszlJtiJhyau748PeFA1IEhDfQ2HQwCwp5kwJa6n4IwE1Jh82Ty/iek7IoEyvvODdgJgHUDGdjkTxiSuMqZ5SjF/W7DF44g1VK4vL13gmIiMsi9SPzT5GgxfsfW3Cc5725glY3Nzc1PZw0Gdu3cQdImJCZtDNvWBxgRe+IAaviGftHX79CEnCOOqOwc4kLLOHLrR9m84HMLTp08BANby8DQNVIntT1tsBMC6nahzp782rBZlPtD7bGALv2ZjrFDQQ8qlon1uMIXems/nalaL1A/KvDHph+dzKQo5T4uNuZIqJBeGFDPpmn7GftOytN+29WkCcZoqbbET3EZU6bjWhuEKkbpykVD9IaBydnZm7Jepny72zN7e3gobhLM6QhK+1xUSzqfdNgMrkrTVTmiFx9IvCt27OXeU294PAUCsW4oskcJhpqkzxS7nUHGBDDG+EVv4Ljr2EAaOBshxta9dM5q2QjYw55rTTbcTdUmsv00bBqoK0bapiZrDv5cUJKHgBP5PmSEcVHGF4Lq5uSkZLZp5ubm5Kcuacrr4pH3gZW3sOVNbRbGa95xf5zljXPNlAqxssgVbPA5uqLSTISH9VKTrpsRyVYmmPR+wBsAevqyOsWl2t5h0EjsfOUEbHyOG5SVE35b8KrTNmDE8xAcaDJvU7XYb7/xvkuROVp8TCNMIgiZS3dLYKchSJyiW+j4ubbERAPW++Ghf6HnuD1N4K1t9GkBGapfeR9t1ASXYF34fvc7HJeWJ0eanoeG8pDp4+DK8JuVksYEWdDz0Gs3R4uq7jYnDARnO+KkCRKkKqGmLnfABW5qSTN3WD5Pj3naPKY+KZrySvrAPGD6MJ7DXgguj0ShIP1KOFs19nU6nEjAjVRs+eXiaKm21E1QkQMUksQ5wSaj/IvS9NwSA8GFtSA49eo2H7OG7rn116aO/KsTlg5LOueYkBJzJFZ49h65pnW23E01lGKWIWFPV90wKuZW6Ts2YMT+K6buEc411U5aMyU6jj3C5XFrr5baS3+/Sl+m3SkM2sKVCMOkqhl3nO99bsMXjMOVscU1WzBfflvxNIwD6HC02UKcKZ3oqadIPRx1GP5VOcrCpYqTtDzQoWtAEy2lybVAHe5uT2fuMcyvNkiawZNpiIwCav8uMMztiHeE8x4w2rwfmDeHXKIuEXj84OFhzBFxcXKy1TQGdoniRaJ6CNbw9fg6TxyOAE8pIofe76qChwTjwYvrMQRYOgD00aYudaLqNKAqdAz0GCHIlgTe1PxgMVtrd29tby4uiZbLQawh6jEYjGAwG3uOR2vDRT1NAtRR98QVfqmb3tM1OvPbaa1AUq7+HfPOcj/iwF2LYIq6Nq1pHm1SfzQkXGhJMAnJ8dmub6jG1ZXNy+ownRYj7WPHd5MolFXiYUtpmJ7aSft24gMIY8FWyXRIQo/E32sAQW74WW18586UoXjBics4TZetwho7mN6PKNbUFWzwONFRvvfWWuHhzhMbCBaNF/AHcyd192vXpT8ovV8gY6BeuSYCLVre5xYepwqmG0j0Y6q6q/j+kB5r9/X0YDoewu7sL3W63ESDDprFhmgAONKEPTZAts8UspvBWVTvKKdhgS+Curct2nYYpk1gndPy2ujDkl6kMZ2/QEGGm8GdceN+k8GdSWd4vBFxcetGwTXyYLaawam0SX5CrLXYCbcSP/MiP1K7jlKJ1smO4Lherw+T05wnnR6MRdDqdNdAFxeXM5/eY6tGMNRVw4KPLuuc99ZhyS9vsRE7Rgiymc9r6Qt6Pc4YFM4We8anDBZTE9tcE0uB5rW8qhw+Lj71JGzhTyUOyE032raVaZ7E5tk1iY5zwpPCm7zSWM/k6sS8ISnIGi+legBehv2g7eN6lU64DzffeJxcWDYWG9S2XSxF81YDPHBzXsIhi1v4WbPE4QgwVjRcXOkkmkWKe0sUm/XCGghiuL5rtS9dEoflwsM9t+RHJKchu8tk9UpVs8gMNXXv9fr8EW/b399fybNikaYAI70/T+leHDh6qVAEstcVGAOjtBM+TUhTNYSTEJn43jRfvRfYJByY4A4TrpyieP3NhmdvbW/E+BB+kPCwchOAMn0ePHom5WHgfJfBFE/KLXtOCW5rcO5rcK1L+Ftf6rGN9hUpb7ITvs8TOzk7WXCspRMpdQoEHnjBeI1IOFame2Wy2lksFP2vCdPHcK1wkAKVukKMpwEUbx9NmO+Eb5klzj7YeUxktwBILuKQYGy3vCp3jKpdjvL5jkaKkYH8BVh2q2nGErDHT9VjGS53SZjuxKZJ73djqR0c9ZZ2gXcDvEgIYRWFm4iEYQ8ECDAvmiqaE31ssRw9+383NTVkn7R8th0CG5P/FfpnChvHytv5rWTvaObGBVLZ5jGUlSuuByhZs8Th84x26JlWiovpMtg1s4e350IHpFzZWQpLt+UoTf5w1lOK6+o3rAQBKUMXEWNJSG6uQTXqgMTngd3d3YTqdiuVysltS1c0d6rH10vttOgvt45ZZUu96MUkoQNUWGwEg2wnfXBtViy3nR472KNhgCn2F1y4uLozghqmfNsYLL4dhxlxjRuZJLAghMZoo6MRDiFHRJrbXCAeZXGvRBkC52uDj1eg7RNpiJ5riHIlxcKdyjlNAZWdnxwvEsCWnRwBlNpuJ10w5Y5BxEzIOWk/dYMxWzLK1Ey8k1hmFkRBM7/o+4dhNoknAbvOFmHZEV/kebNoo66NzKZ+u5FTV1BXSF9dmTVsfbA7cWEnF3OH63QQ70bbNxpoNwRp7QK/7sPe013m9HHjg/UNHPR0fBWnwrwZ84Z8RPOFAEAI69Byvezgcln0y6d40NtoPVwQk3p6P79pnbqTwkjllC7Z4HNRQ8S+xyYi7EDwq3PFt+8KGfOl9FmfVOy9yS+4fkqbox9UPXKfz+XwFtfbVETXYrnWdSneb8EAjCTr8p9PpipP5+Ph4rezu7m7tSci3kkbvmzQfTRlLW2wEgNlOmBLQS2yOuvWtkRT95MnsF4sFXFxcrDBTqJ6kvCs8TJcWeOHXKJjgC4JJDBzeHxfzhIZYMzFktPlfNHMWUkfT12Zb7ESMEzUnAyAlQOBbl4n5ohnvzs4OHB0dBd9v648mlFlq/W0aa6Vp0jY7QTdqcXG9p2ne/7QbMW0bSU2bK31BAI34vNO6Qs/Y+gxgD7WDvh2f923Ths0qHYRVtUOf36poj+s51j/UNjtRh/huSq96DaYQzi4pirjUDhLoCLAa7ouWtW3ypoAy2mAKstjKS/PIWTqajdrYLo5Bs1a0LBeb/jiQ5doMz0O6+Yp07xZs8TjQUL366qveBsBESZXAGPrXlrQ+FRskxY+Nts2bm5usP6hVGuYcobZSzoWkCwD5oTAkRiUARPfXZ7428YGGsyzG4zEURRxbw0ea4iSP7VPKcGUPme3SxPXgI22xEQA6O0Ed8FU5sLWMjBz9wWTzprrn8zkcHBysgA5cKABCARpJh5y1Qcd2cXGxUsY0bq0eJAADw5txHeB1BEwktogtF400xpA+h4I1OddIijbbYieqdI40kWHB2R8YIi1FvhNkpoSAPciywf7QOnq93goAw/PGSP3Y29srx6TtzxZoyS9bO5FWYjfmacT0XOACKWL6g3Vj2xrHcioHrA9wZkqOHaPvWH/FcrkUHcUp14dPXSHtbpKdaBvDJUboBvfQtSdtPAZYBxO4f5d+F6X2JJDBFg6L1499oOwVPse2qELUv0mBaFMUHFf/KcgjlTeBOyaJtQ/8/hhQRyNbsMXjQEP12muviQvIBoy4FjMXFyDBY3BqFyH/wmn6CwDJfvgoRUxDFQ1tNwegs2k/QjbjZxor12uV4FbbH2hMjuzxeFyGZdrd3a1knT1kQCFGtGCEqVxVeo8BTeoAXFLppS02AkAfRownVTeNPfVvXl2Ai0/dT548gYuLi7Wyi8UiOoRXzP0cqPGdN8wHY1oPHATha8S371WuqxRiAoFcTKMvfOELUBTtsRNVO1ElECPWqZ8axKG5VXgoL21fT05O4OjoCCaTiciU0fQZwRYESmz5Z0ajkbFOKd9MCjAp5RxW2VaTQKRNshOpQzNJzknXb4UtPBf1o0j3as7bHHY5GCG2/mp157puYtSkAElybORNua6qrM/kbNfM7ybZiarmbhP8aVLoLSmUFs/djeGxbPmweegwnhye3svtgQk4oLla8ByCnbY5xPp5H6T6TOvC9vtjalPK9eIbDjG1hLa7BVs8Dm6o+OKRHNEYp1T64nFZLpdqwIaX1cSf4wsV2QmutlzxCF0LM2Q3SRMTtG+iuIygVqqYr014oEGnMv2LYAt1cjcNDLH1p6lsiLr7VXf7da2HOqUtNgKgWbtRczEdcjMbkOECsPocw5kgpn6bWDRSYnp6jtcrgR8SI8b04s7Dm9FQYb769GHemMr6hFjLIbnXTVvsRN02wub0tznFYwAWVzguzg6hIIfUJ1u4MAkgsYkp3wsHbKR8LEdHR2U7tF3KanEBDa5+Ngmo8F1fyBiqu09UHoKdaCKYrs1Hq+k/B2CaNl4bMyU0v43v3OZ+fzfVzx3F3JEq+Y+a6KTfdDtRFwAWU7+2DZ/NxlI7tCyCDyF9kcA+bgdMICx+vyTggwNBNIwX7y/6kUOYea4x+uSDpv2tel2ltC+0P1uwxeNwGaoQpolUjj4U5PhhkXaTaO/1dcybnPk2nWA+kaq/GJsqNnqkZFxDdgVVMQ9tfaChTvfhcAj7+/vQ7XbXHNa+IdlyJymXJHW+mDaHP9PqP3Se+Bh9dNXv92vXTx3SFhsBYH6eMIV9qjokU915NzDx/aNHj4ygw5MnTwAAVsANG0DBQRATiMCBFRqyC3O/3N7eGu+XwoOZ9GoDglzltCHfbO2Y6rWFasuxbqpcb22xEznAFl+HvBT6KqSeFGJzxtMwXLxv0jlaH4ImrvYkFg0FS+j1Xq8HvV4PJpMJnJyclPcMBgMYDAZrOqT1hEhqNkxu8QW6YtsJkU22Ez4ORd+6uVMOfRm+daUuz30qMQ7ZUN3Y6kzNvgHQ5UYwhSQqivSMKJse8R0YNwIDxIcqr0I22U7UKVoGWBXgDf2fs07wOgU7OIjB69QwQqTcJYeHh2shvkw+PMzJwlkveM4Uvk/yC2tIA3w+sAzmseH+RqojPiYJaDHZIhMoIwFCpnCFISw/n3W3BVs8DslQpfqS0wnNGV7Ltx6+GyTk4ce0mF3npboAVh8eAEBMPpdbJGNk6neKnTQhY5Mebmk9pjmtM1SYTTblgWZ/f3+NxUIT32uc8xLY0AQAYitucc1dFSyi3MwUUz9jACSboEOlLTYCQP/iUwfQgu3mrN+VC8W3b7aE8Sh4aJgaBwcHJXAjlTexT3j7CBrRsiYGiW2cErDiCpslrSOuIw4s+dTpO8e5RbuG2mIn2uQciXFqS2wTE8hjak9q38SCcTEoEHy5vLyE0WgEnU6n/FsUBQwGg5WcLSbZ29uDwWAAo9EIRqMRnJ2dwWg0gtlsBnd3dzCZTJxgQ1PYHin7YVorTRkryqbZCdvGO9/7teXxnZO/V8a+r0uOM02/qX+lTpaLNq+KRk8hc0lzOQC4I5z4jCFFPdgnnzwRqUWr102zEynmvyl+o5TrVLtWXBvaJXDAlJQdgQocB34HeO5vXzvhkwSeg8A2nyufdyn3i21eOFCTcl61PlvJbx27nrdgi8fhMlRa0ECzIOi9PLQYZYv4xDf1/cHy6f98Pl+p1xRXz7aAEUy5ubkpEdeieL6cMFQIrZceEojwUMRGOZaSYnE9Aeh2v7h0m1vvm/RAQ4EVZLtI11NI00EYrWPep76mj7komhuKq83SFhsB4M9scZXR1JNLTOG0pL5LIoXo4vXj7wsFCKR8NhSU4MCBJoeKrY+0DdofzdhcZUy5W/CzL7Diap+DU9p+5/ydrwpUbIudiHGOuICAHJKDpcBDc/FrNsc9BUU4m0Ry7NPE9ngPAMD19XV53gdU2tvbg/Pzczg7O4P7+3u4vr4W57lpIENVUnfYMxf41jY7QfPJosQCLCYJrStVH3xz5GpF2sGdy3EsOTCLoljxf4TqzRZa3qa7ED9WjENS2pXPQ8NumS1pDt/nCU0Yp6bPjWbdxtxPxXTdxCAzseyWy+UKe4Z/RxCA4QwQyRcoAT0A7jzcIZv+baCPDYzSzEsVmwNyrqMt2OJxaMCWnIwTE+Jn+kKbvuCm2HnSSzQAiOMyGQ0Nwmr7omkODrTwazF6zx22LcV9JtBM81AorR0OlJnWQt2ySQ80qRztJhZMG8CGNgvVb126ztkurquUgNDu7m52gKktNgLAD2xBqZLhEss0SSWhye4XiwUcHBys5W+x9TnVODRAl6ktClzx32Epx0xq3VcB0lXNeOHSFjvRFGZLnU7xkDwlFDSZTCYlWEIBKBp2jN6H/5+cnJRgCwDA/f39GrhD7zU57vf29uDo6AgAAI6OjmA0GpV1np2dAcBzMKfT6Rjzzmyi8Lw1dfdHkjbaidzvbtr3WZcDUgqTboqEYWKmVDXG1E47qgOpHQnwkXa0p5y7VL6PVP4O6ucIjeyRcly2sbXRTmwlvbhYGRwcOTw8XAnlJYUWM9lBU24YHnpM8sma/qfAkQS00RB/GgYK1oFlAewbu02smNQ238dG+fze2f7fgi0eBxqqV199NdvEm0AM+sNMH0bwnOsBS7ru+yOkXXQAbkoq7qyQmC24qwGPm5sb9RzN5/NGAgW5RaNz05y7Ytj66DMnkrzJDzSYY8MEnqCTuirHvk87uUJDVdX/VJIih04bQLI659eln7bYCIB1O+FymmNYK8pIMN2TygGvSeieWlKACVLILNs4XMwa3hcN68PEqtHoEPPC8Dp4zhltn3k4stj5bGJeFp+622InTM8SMQ55ZGeYmB11h3gygSDSX5vQ/CiXl5fQ6/XKcF50nAjIIAuGtjEajaAoCri8vITJZCK2YdMnlsG8LQAAk8lEnOuTkxOYTCYrLBzX+HLovw7go6n5ZtpuJ4oiz47gFDvCc8yX1inn8n1owuPECt99TiOW8BBBtA98U6U0ZtP4tGygqnaEh+hKKzFsG1/ZBDuRU+paT7FAm+/9EgAifc+pXxcAjPdr2jCV0dhw2nZRrIYHs42djkNi0NF7sQ0p/4xtnbgIB9q5Sb2BPhSo2YItHofLUNEfQVPIJu3i4ItOYqlURd+zMWNC+wAA4r224+bmpowvajvaTGt06T7l/cPhcIW6TMO21T1uSTbhgYavTXQe9/t96Pf7akd2G5zyOcVn/E0Af2IkBYgj6S61XlLWFzrmttgIgHU7EcOGyCUp83dox0U3kDx69MjaBwQlUvddC2K5ylGWijb3Du83B3g0ietjAStt+TayaoqiPXYih3OEszMQKJBYGtK9PudDhSaut123naPhx1AAnofsms1mZTk8RqMR7OzsrIA9CKScnJyoE9jTOlBGoxHc3d055/v+/h4AngMvRfGciUP7EavXpoIaVYoPmLQJdkJiUNSxIdEEhDQxR6gmGbTPGG1zY6pbilSB5aV2uM8I593kS7LpXAIq+H22scaGQPMVuoYkf1nu9jfBTuSSJod/SjlGW+iuonjBMgF4wQqxJXzXABKm85TRwqMOuZhimhxOeJ37gnmfXfmnfHy1Nptis0XcBrhsbup1gZ+3YIvH4WOo+I9UalqqBOrYdjNoF7BmPPQ+mrwpZiHSLw0aA35ogZa2Geq6hNMOmw5SbcoDjYkJ4hOail/vdrsruUraDjBUKamAq5SgiC+TaTvfz6UtNgLAbieePHkCFxcXUBTuBOxYPqUeERjICbZoAQFXH7QgBtWTK3fLo0ePvHTKy/LQZ1J9vA9U377sFVefTIycHIBUU4Xqoy12wmQjqmAfUMc8/awFQGL66AJbqEh5W6S+IAiCrJFOp7PCMqEADF7XMEykvkvAD4YSAwAr8HJ3dwe9Xq8MK6Zl8zQ1FFcusa2NVPmK2m4nNOLaTWwqGyKbGnUiRi/U+UmdsPh+ThPZ09y1uXwdIXXm8h3kGF9MX7dhxOrRe11rxUdsbBIbG+Xm5kYdkgsA1s6Z7ICULkLy47pYMFLoMhpmDDfBm8AQAHkDvAY0Cp1/V7QeU19tbdM5DOnjFmzxOCRD5UspijEIuYwJj9enRR9drAnNWGw7Kugxn89V4cRy6KctkiIOYRX06VDZhAcaCWjhQIlUziU0H8ZDZ71sgQedjMdj9VqpY02FtNkWGwFgtxOhobNC9BySND4luEPDos3n8xUAQAM0mfquBamksbjCkJnGz8sjo4VeQ4cTgmmu/qaaZ6nfPCxZbmZJU9hbbbETNhvxEHJ7UHaK7/g14MPe3h5cXl4CwHOwxQZs+ABAKBykGgwGZSgz6bi7u4PRaAQnJycwm83KEGQYzixGh00TLZBWVX+kOd8EO0ElNP8FiubenO+Lts2dvuNyOeT4tZj6eX0mZx86LQFe+DIAXmwiTaFbGs1C23cpvw6dE02dTZcY3W6ancgtdeQH0gIKqUQT7ktrT5fL5QrQgQLwgmEi+VLxOgVH+Jg1Y48J41eFzlOtJ55jJoVg2pEt2OJxcEOlnRCfibMtGh9jEbr48D6+AyVmF4Wr33TnRlG8WD5YBn/IXWBLqi/HJolJ9/QBqSlgiks26YGGgiP7+/tlCLFQZkq/3y9ZYdPp1Oveqh3puZLLu3SWOhzXJsim6aQtNgIgzYuPxjHNGRZ1z1FRrDvdpX75gEBS6K2YscbqyZYDxsSakZgo/DpnzISIlPelLqkqTB2XttiJqsGWpoeZQtaID/DhAl16vR6cn59bAR0OwvCyyEIxzQ2yavb29uD8/Nw657PZrARlOp0OzGYz6HQ6cHZ2Vrv+q1iDTZJNsBNceO7XFKLZPWy7nhsA8u27tt2QvLeaTarUD4NABw+PZQM4bKFytLJcLjeWiZRaNtFONFmq9lnZvk9aNgQt69t/3/ZttiE2r5XkC9aGPKs68lAoUO47Rxp26BZs8ThyGSqfOJ9S/Lkciyd2kbnaovEDAWDlPH8gmc/npY6kQxNj8KGKds6bHkKsKDbzgYaDDaHgQ7fbLSWknvF4HM0Iye24l+pPxWIxsTzqAiO07caOf9NYQG2xEQBxzxMux7xJpLIpEtK7mB6uBPSaUGG2/xeLhbHvkq5ShOnS9NcWpgxBF962zcGB44ztuwvs2XRpi53gNmJnZydZiKQUksrZbqvHlUvGpA9bndrcK7x97RgwtBkCLJjv5e7urvxrO87OzuDs7Azu7u5gNpuVgIsvGCaBPtKYNi0EWap12VY7YRIa/tvGVPDVk49vYVMc+CbgRBvVw3SNgyu4ax1g3U/imusQnw+2K92bauNw6nmoey1smp3Y9DmL+Y6G3sP9o6bvF26aLYoXttjGktGyMWx1aPuuzcEi1aftp48fWTvPoaxAk84kVqSr/laALf/3//5f+I3f+A34yZ/8SfjQhz4En/jEJ+Cf/JN/Av/v//2/ssz7778Pb7zxBrzyyivwoQ99CD7zmc/An/zJn6zU895778Hrr78Ou7u78JGPfAS+8IUvwLe+9S11P0INFf3honHs8LqLghkLqEhfAPxBpf2QDBDffZLix/bm5mYlTiH2BeORAsgx/rCvmNidHm0AC5ogdespJ1W3TXaCszso0wVF6whHZky/3y9Dktnai5UUAETdTn4atg11rxmX79htejcBbdjGs2fP4OnTp+XcSvqrW49Nk7bYCJedcLFRfB0WsUyPWDGBIHQcrv7ZwAANQ4KGK/PpJ28/JNm81D9NPTQMGb/PB6Rx6TImlJgNUKpqffn2sy12QgJbXOPMwTawhfPiguCHTz9o/QgocPDCdJ8JUIgdr619W94avMbH0ev1oNfrwcnJCezt7Rnn/Pz8HCaTCVxfX8Pl5SWcn5/DYDDIxiKRdFiFtIEV01Y7oWWNhO601ootXJbtviqcsZpwZD7vy6b6QpyHPLE93XDq0xeAsDy2OTfm2kKS5dJ17pBGNjvRFBsh2Ym6xRaRJ2SjsIY1lnK98fopOGpbhwCwdg7zr5hyqGAoMFd4Mq4PDeskFlhNoetUvwmuHDSuOnPZilaALf/sn/0z2N3dhf/4H/8j/Pmf/zn8+3//7+Ev/IW/AP/yX/7Lssybb74JP/zDPwy/93u/B++88w784i/+Irzyyivw7rvvlmWGwyF87GMfg7feegvefvtt+Nmf/Vn41Kc+Bd/73vdU/TAZqpBkO9IEmsrH7AThtFSXMbL9oGuQWR8BALi5uSnbNBle048zsmIA1lktm7J7JpWkBFnq2pXgMlZNtxNS+KxYZzkCBaenpzAcDuH09LR0zDc5d0tI31KPh+fJGQ6H0O/3rQyXXDrl+XYQCAcAGI/Htc9XW6QtNsJkJ3wc3Tz3iK3sxcUFLBaLShOia8ETDcDhui6BEilCVMUANLZnEG1otydPnpTjiGGePHr0aC1HTKr5qysUWIy0xU5QG5EKRAi5hzIfqgw1JuVQqcpJT9vpdDrOvDGdTqdMbN/r9WAwGKyUnUwmcHd3B3d3d3B2dgaDwQDu7+/LucbwYvf39ysisU5sOqgLxHCFdmsDuMKljXaiKNbf90Ic9VRMv2V1vQva3merfPf3aUujKx4uiAIUALDCSAp5p+ch5HLOnwnkqXvDZw6x2Ymm2AjJTjRJNDlOfNZeHWPANX94eLhicylbDMfJ/6d+UCqmcXFbQfWnSeauCYMIsOpbtfl9cwAskriYgVwvUls510erw4j9jb/xN+C1115bOffkyRP4pV/6JQB4jgq//PLL8Oabb5bX33vvPXjppZfga1/7GgA8Tzz4gQ98AH73d3+3LPPtb38bvv/7vx9+//d/X9UPaqh8E4KlQNr4Qs/1Q+nafUIZMTE0Lf4ACADGL4okyG6h/djEH/Kcc1y3+PTDZayaaCckcTnsae4Wjezu7pZggJah8dCEMoe4fijDRWIGIXOIgh77+/veQBktb7t3f39/ZT1tynxWAf61xUZQO/GFL3wh2fhNOUJM5TVhxULadF1fLBZlPHJ6Hh33vjlYKCjhC474AhEcJLKxVubzOVxcXIjj0bQlhSM7ODgonS8x82YT37BubZO22IlY54gtj0iouJK1V8WUMIE+piT32j5h2C9anocqk1gv2B/KaJnNZuW9nU5nZW4nkwnMZjM4OzuDk5OT8vxgMIDz8/MSkGlS2Dit/toIrEiySXaC/taaNji6JPT9uo73TQzJFdoHCaAyhc3R3u/SCfW9IJuFhlbH9kIS0kt+naoZRDmAsJQ+H9o/n3ptdqIpNkJrJ3JJSjAlV39Cvg8UVKR1AsBKnaYN4/i9lpLca9b54eGhlz0wkQNi5soECpkAnRRt8npSA0Ex90nSCrDlX/yLfwE/8RM/Af/tv/03AAD44z/+Y/jRH/1R+Hf/7t8BAMCf/dmfQVEU8Pbbb6/c9wu/8AvwpS99CQAA/uAP/gCK4nloFnp88pOfhN/8zd8U233vvffgO9/5Tinf+ta3rJOdamLQ4IckZKJCf+xT/chJffKhhbryq9AvDKXSzufz0qDgWPDAB5OqvzxNkU0ckyQuY9U0O7Gzs1OyTNCJj8wJml8FBcv6ACbowMZ7U62FNoSpCu0bdfrz8FwmQODq6qqcO/yM82SbKwm4wfUg9Z8yW54+fQrD4bDRDCWbzupov6k2wmYnimLVOW8bqysXCL8mJVX3BV/oNRuwomFe1JW0PvRe7X0cnNDk1KHntc8vUrgv2naOkF6bmMulqXZC885hkypCTfmEFAsVBHSalEtEAnF6vR7s7e2VoEmv1yt1hXlWer0ejEajMkQaPc7OzuD+/h5GoxF0Oh04OjqCwWAAe3t7a8yY1JKbobQJgEsb7YRrx3LqcDqp3z99fSohYdZTgAwm4CVmh/fjx49X8tPSugBg5S8HYkz10b+pd5KHzoOmrqZsCNWIzU409Z3jIUuOtYVhwKR2TOvZx05LOU/45nRb6gapTMrQXZoxmOyV1JYLfNHYiKpsiAbkaQXY8v7778M/+kf/CL7v+74PfvAHfxC+7/u+D37rt36rvP6Hf/iHUBQFfPvb316575d/+Zfh53/+5wEA4Otf/zr80A/90FrdP/dzPwe/8iu/Irb7xhtvZJsEKq54nPiF0sRe5eK7gwUBDg1Vy/SF8tUHNRj8OqXf0fYw7wseddIG62g3RM8x5aR1UvWYXMaqiXaCOtTRwc4d/DYxObJpHd1udyWvR2iIMp/ydTvYNX129XF3dxem0+nKOQwlxttAYAWBsvF4XIpmPil4tb+/D+PxOAjQajL41YS10VQb4bITWokJBSUlY9fW4bpP48z3cfib8pS4hLJOTH2ez+dB+V807BpX37XjwrBotM3YcF2pf7NTsKJi2wttt6l2wmYjcjAcaIiw2Wy2ct50T24nfSzAwvuHTJVcfeLAiNQe6nlnZwfOzs7g7OwMAABmsxlcX1/D0dER7OzslGHIEJhpEtj0EKVtduKtt94Sz1fxnqptI9XvEH131YZJ04RTT6U7nndFqwfc5Y5gCm4mxU2ty+USbm5uvPtlCk3URKkizFlKsdmJtr9zVDHPddcdA0bi/SYfrSZcFwoArN1L20CbQAFZvI7gBAUpUtl9OgZbaDP+v3RPSvaJVK/WdrjKufrjS4ZoBdjyO7/zO/Dxj38cfud3fgf+63/9r/Bv/s2/gY9+9KNwfHwMAC+M1fX19cp9X/7yl+Hzn/88AJiN1ec+9zn4yle+Irbry2xxKTuVxFBJUy2omHZM1F5+noMpKDR8GMDz0GP4/1Y2V1zGqql2wuQgN503Oaspg2J3dxeGw+EaQ0L6vprCkkntu4ADek/O/CUp65bChiHYgeHFeIgxGpbt6dOnMB6P4erqCk5PT2G5XJZAy3A4LO/XACFY7/HxsTGcmWYeUuX88ZWmgGwmaaqN0NgJFJtTHXOISEnSeX4RDbsiRjQsGyo+QI+tLHdSSGV9w6mZ7pNCk2lyzWgAKlvfpPnVjOHRo0fW9ePTL6kchjBLvZZyiUlfTbUTLhuRk7lSFHFAh0/fUozDBj75AkKufCzSecq+QeaKSX+UDXR0dAQnJydwdnYGnU4HTk5O4OTkBAaDQcmEyfmdCNV9lcBPU0CmttoJl+B7gguk4Lbe198R4vCMkdSgEmWrSBtBeZsmdgt17PmyjqhjlYYPRecrABjn0SfiSIo58tV/nZtVqwoR1IZ3jraAWjmEMyhS+nRpaDBaB36HTSG2OIhgS/qu6ZsERPD7fP3JTQsL1/T+tgJs+fjHPw7/6l/9q5Vz//Sf/lP4y3/5LwNAXhoePULjHdp2E/h8iRFkCNnVwCXnCzN/4MAx0gcCADA+wOADBf2LnykAA/D8IUOKX74J8pB/ACVxGau22AnqKA9hN+D3and3F46Pj1fOIcsl5zzkyiHi48iX9CXlW+Fh1rDvCJr0+30AgJV8LRgiDMufnp7C6ekpALzIn4IhxfDvcrkswZsYQEICfnx1U5ek6mNMPW2xERo7wcXlaLflDvFtxwTa+PSTsjNoPSnCUqVk0tjAGl4HP4/PUaZk8bFzYmO+2M5rdRwCQIXWG7OmUq+TttiJqmOsU1AgNOdJjORmzWjG7eoHL+sDDNCyo9EIer0eXF9fQ6fTgevra5hMJiUIQ3OfNAV8qHo+6paHYCc0voCYd9HQe1NsJs0hPhtUeWQRznaRIo+YdpDz5PaS/8SkdwAI9vmk9hXlYK2E+MM0QKJWbHaiKTbC105o2WJVSN2OcmmNuEAa3DDOdekDuOLmcl6Gn7P1S/Pd4PW5Ii1p6w3Rr+/30CcsmmtOc42rKFoCtnz0ox+Fw8PDlXO/9Vu/BT/1Uz8FAC8STH31q18tr3/3u98VE0x94xvfKMtcX19XmqwylfgYwdiFExJr0HYfginSIsdwavygSaSKYn151T0fTZZNAmxcxqrpdgKdyBi6SuNU5qCClPMDQ4hRRz866vn/vF1NqC2f/jVNJGAIw4Atl0t49uxZyVTBsXL9TKdTGI/HAAArQAzNsbO/v1+yXEztauY1t45zAWVNkbbYCJOdcIWpknJ2UJnP59ZwV/w8BwP4C2gdidBtjnipPzEMElP7EsjCz0m6inVMcKaS1G/TGuDMJl/dhOowZMyp8u+Ejq8tdkLzzhHiiDflA8G6MO+Iyekt5S+pAxCwMVJCcstIie9NdXEGCg/7ZQKrpDrOz89hMBjAZDIp87fg/bQd13yk1GOTpar+boKdsL0Duhz2WkmdryNl/Sk2utok5PdPE6rdpz7qLM3pPEyls1x+CU3y7xxisxNNsREuO0FFC27kZib5hMTK/T3HukzABvplaTgvnHeNzni9tvBjEmDD2/Gd1ypDLFa1fmL7FZsig0orwJa//bf/NnzsYx+D//gf/yP8+Z//OXzzm9+Ev/gX/yL8g3/wD8oyb775Jrz00kvwzW9+E9555x344he/CK+88gq8++67ZZnhcAgf//jHYbFYwNtvvw2f/exn4VOf+hR873vfU/WjKWCL5stwc3NTyQ+Ntg36RaYPBvxBBeeJHvR/LIegjG8/tlLvOogRl7Fqop3o9/srDu5ut7sSeqoo7I53/DwcDlfyiyBggPX0+304PT2F6XTq7Zw3OeBTAQBYVgIzTBLCbuDhx3gdyFxB23F1dVXuFEKWi1Qnlul2u3B8fAzHx8flmABesGLoD3NKJkoo2JKbDdNEtk1bbAS1E1/4whdWxhDqQMZcJBwYcNVH2RAA5gd2bb+k0FsmiQVzeJ+ePHkSndtE01/MnWPS88HBwUo/MPxW7Hjx/sViYa1rsViUa0Kqg4eA0+aSsa2PpolNP22xE653DlPoKts5DhIgqMLvocBL3XMZKrTvUi4XW3mTYI6WnZ0dmM1mZVL7TqdTnncxUmgZvG8ymZRycnICl5eXZVksYxqLT/9Dyj5UabOd8H0nSx0iKkZMIbvqlpCNpxqxhR2j5wFehB+ScsLQ++im1qayhOqeu1RisxNNsREmO9E2aYKD3scOAEAJnnCQRAJuTHlfTLZAIxxkkdgvvF1bf9o2jxrwUJNXxtZ/KYJTURTw2muvQVG0BGx599134dd+7dfgx3/8x+FDH/oQ7O3twW/8xm/Ad7/73bLM+++/D2+88Qa8/PLL8MEPfhA+/elPwzvvvLNSz/39Pbz++uvw0Y9+FD784Q9Dr9eDq6srdT9chqopDwQaqfrHFxM70cVoMipFsbqE8MHi5uamBJEAzHFKt7KZ4jJWTbUTFATodrsrrBT8vyjWndf8//F4DEVRlLlaaPgqLI+hrfB/LNcGx3vqMFRSuDZ6IHByenq6kuh+OByu6Gx/fx+WyyUcHx/D1dVVmbzy6dOnJehFQ4rxubf9bxNX2VCWSiybKYekYu+0xUZIdqIo1sNT8WsSuCCVM7FbNPfTenyAC5543ubsNtVrCt+F5aX7AFZfOlysHtqGNuk6B7A0u1mluqX+87ptIbikdqU6JZaLRs++ZXjZUKBQYg7llLbYCds7hya3x97eXumYtwEz1PFOE7xrwQd+joMBuXPN5Cpvuh8BEPw7mUxWrmnboXPT6/Xg6OgIRqMRzGYzmEwmK/OAQE7IfGzFT37kR34EimIz7ETbJBb0qTqnmK2/3EfBQ95IUT7o7nn6me62No0xVe6VTZEmMFuaYiM2zU7kEB/2DPohfROlF8UL5z8ArORjkUCBKphpvH0b887UH6nvsd+/TbJTrQBbmnJUbaiaxEzJ1RbdgVEUMtjC729TgtatpJMcxirHQe0EJmDH/xFo2d/fD3aWc8c0dY7TZO0+Cdd9RNNviZ0TOr5Uwg8ES7BN/MxDriFr5fj4uARVkGU0Ho/XyofkbvEJKecLhjSRgZJL2mIjAPTPE9zJz3OiaOpwOcE1iddD7vMVCXRAkAnZGtLY6gh3ZtLxo0ePAACS5i3RAkQxayC2fJuey9piJ7iN8EmeTkETBAY4WEBBEZ8cLSbHP22TtsPrywG+mNgkqcCHnZ0dmEwmJQuF68/UFgIpJrAL6+j1eiXwdXZ2Vt5jGmfo+TrBGN95T9nXkDXXVjvRJKlyB7MGiJE2aaYONUQTY9vKmXIyYF/RoctZLKa6AWCtDale1/hz5FWpcv1UzX7Y2onNFCk/iU+4MlNie9v6TPmds4G9JraHb06W1GEfmyKpx7AFWzyOlIaK0sJCkNGmCu2z7eVbQojxQJ0Mh8OVcGEafbRRZ1vRSdsfaGjyel9HPDrx0Vbs7++XjAp6DsEByTFPz/v2waevOeYeGTqh7SErhR4YOmw6ncJwOLTODdcjPecDmnH92/rfRJCk6Tl62mIjAFbthNaJTtkm2vwcplBRmrZSljOVz50s3RUiS+oPZ4ZI88OZMigHBwfOHC+aMafIn9MEEKqJ0hY7keqdI8TRbHPeIzBgKkdDlnGAKDY8mQQemNgkKUEdzKNyfn7uzGlD+4b98wGzco1hK37SNjtBQw1vqmidgCHx9m3OSS7z+VwMJUPP2/LTSnkXTEm26UH7pQFFpBwuprwuTQjRFCJ1+33aZie2ohf6XePhtmh+Flo2ZH0Oh0MjOEPryJ3vCMfCQWBbDpkQCYlM5Bq7Cbi29dsHSIuJprQFWzyOWEPl8yWRvlht2jloWtzSwwXNyYIPKjc3NzCfzwEA4Obmxlqfb6y9rchrrenS1gcazirhwIGW1UBBlel0KuYkkV62aHuuUGWppWpAx8YsOT09LecIyx0fH8NyuYT7+/sSqAr5QbWxjbRjyQ1kpJwLX1aWdmyxfWyLjQCwhxHzCd+FzI+QXCUxTImUEsLyiG3DFiZL24aW8ZP62c3E8sG+07FJeXyKYn0XrGv9pFwnda+5ttgJn3cO7pRHUERzn4ZBYHP6m+6nzA9TnpEcIukiJOQY1c1oNFoZbyjrQuoH1c0WXGmObJqdiN2FbHo2Dn2H1N7XxHdU02ZZHq3Dpkv0c2A9EtiCfhAAKEOp4zWNczF17p6trMum2YkqxOW4j72eWmioLRO44gO2HB4eAsA6E02TX4SXof5ieg3BG7Tbrro1bDzpvMZnEmtXNHqR2skNTknrQyq/BVs8jhSGarlcionNcixO336lqIcnaDM93KEBwAcOPIqiKB8upIRSqfq3lfbJpj7QuBzM/X4f+v1+CbhQ8ITmZOEOcAQUrq6uynwvPm3bEtrztjTOdJpPJoVIDn8OstD2Tk9PYTgcwunpaVkWWS0I0CDTxQYm0DBtJr3jZ9S7b1g1EygWGnou9t5UkhLwkfTYFhsBsG4nfB3QHBDQ5h9x1ZODaWLKLRNan8+9JgYKvWYCGmxgiilMGAU2YnTrmzPH1g/bX9MYTQyquoGSFNIWO+HzLKF1/vP8LKl0amPCjEYjFVhDw47l6E8okEHz2tDQbKbyyIJx9Y0ygEJ0W4U0MQdMVfrYRDthEp5PxFUu1bu0DyvDZwxctBseYoAjHj5MYrTgeQRK0CeEIc74GPiB4wRYzVsrtbv1d1QjD8lOhCQP3yTROv25PiSd2PKiaO0iBX2RHUNzr5hYa6b+oPjkr8m1jnLYr7ps4hZs8ThSGCoEFlwTT8/jF8/0sJB68fC2beVC26a7NeiBYcOkmKfUaITQXrcPHu2Wtj7QpGAs0BwsksPaloid3xcLeISyOHzLUjEBGhSEQBDEVgcHLRBoAQAReMHPrrpt43SFKONMJ1M7TQwr1jRpi40AWA8jZhqTyeGOCelTOL9TOdCrcsRrgaWU4zIBKD55WEKSzpvWAwdOTOHLtILrydQ+ff5sO8ulLXZCeufQOPFtEhu+S5s3hjJBOMDjm78ltcM/xllvyg1Drw8GA7i+vjb235TbhZ8z5W1JNbac6yVEmgbstNlOaCU16zLFe3bd7+o21ohP/7l/AgEV9HPwQ/Jn0INuRMXD12HbpggpVUksOPAQ7ESshIAUOeqIXSNSGDHJF4oReSRwWirvWoMUWNXoAds21Yv2jYdCk5ghMWEGc81Z3b8RvrIFWzyOGKounscvjIlJ4oN+ViExYApFSOl40QDQg4cTi+33JiPrD1Xa9kDzMz/zM8axcMc5T2hvEylElsmJHwOMaPqNffcdg08b/X7fyMqg+VNcbXNAg/a72+3C06dP19gqp6enZWg2LOeqH8EZPI/sFlsf+/3+2n0mwCwX6NL0fCwaaYuNAJCZLXWyBmxsjbrnNXZcqetEhwUHYELZRT73SKHBbOHCXPXbQpIVxQtwZz6fl2wbH1ZVXXNkk7bYiRDnSE6HtSZHiQuUyQkehIgPk8aXPRQzF3WxWXLnvmmTbIKd8EnoXIeY2B+p6osZ883NTZT+OMOEOi4BnoMnuAGXR/igQg8EbPAeypYJmdMUvpJNBHB89LIJdmIrbtFGAJI2rHPQISS/izbMmKu+UAAkJp9MakakrU+2765t7JowaqF2dgu2eBwpKXhNfdBJLfhgwNuiB080lyqk2VY2SzbhgcbGKvFhnEg5X6izHIEW/F5xR76vSG349lP6H+uTwnHxcra6ONOF9peGLzs+Pl4JyXZ8fAxF8Tyx6Hg8XtEThmwLYQJxxg1n1NBxa3XnKxo2zqaxZdpiIwD8nidShvaKSWjvcsxz8Q3PFTsubb2h4blyiSZU13w+X+u3jYnC58yVR8YWtkyq2zdPEK2jbgCvLXai6c6RwWAgnu90OkYHPQUgXOG22i4u4IJ+7nQ6MBqNVsAfTW6YKnPhNEGqBH62duJhCwVHTL4SLdDADwquUPAEAFbqpJtQcbc8AKzsWud9ePz4MQDASsj2unVZ5ZzZ/ve5VytbO1GNT7MpftOiKKzJ7FP12cYoocw7m18ZQ4v5timNIwSYtTHvfOpx5QuL3VSQe4P+FmzxOLYPNP6CDwZ0MVNkcDgcrj0ouEKX5errQ3ogaaNs0gONJhSY635eHsNRcXYEb8uUvyWVaMEJn9wlsflGkB3DASm8hoCMxH7h49nd3YXj42MvoILOg0k/vD7TmH0YUCnLpb43R/1tsREAq3ZCcmbj76LkFJc+U0kJJuTI4SKJC8gJDb11cXHhvM9Wt8aZkpLRIumBhwzTtIHgEzJepHZsjBzTvEv38PVWN5ji6kdb7IT2nUMTlktKGq+tU9O+tn4NOIAAgzbclu8YUgIUNn1rw3RRJox0jy8gVSe7qSkS0k9+T9vtROqcp7zu2DpS9S2XX8BVr2Z3Oobzurm5MYYPwwNzt/AwZsPhsGSx8PK0TVMIeB5SrGnJx9sgNp203U7k/p5ULbmTovuGAHOtJ8lOAzz3m1KgxAYoaPtg83Pya67wYb56ltpOAUalKmfrW2wOmy3Y4nGkMlRVIG11/1jil98V93QT6adbySOb9EDDQZAUTmsT+8OXjZIykXosqKQFhrrdrjPEF82dQstK4dZChedfkcZeRbguZApJbdnWnU/fUq6TVNIWGwGgz9lSFP6AR9XMjSqc67nHdHBwYGSUmOagCaHfTGuEgiIIusTOZQzw1hQApijaYyeojaAO9J2dHdGhnoPlwPOtmMppkrz75AhB1oyGIWMrl0tsutCCHTYGkEkvbQE76pKUQFMb7QRKFeFafMWWQ6CO/miFgxo+/aH34oFORwAo//JyRVGsgDOU1YLXXbpG4CZ3suvYNVFX25IemhIiKMex3TAevv4kx3vo2pWS1Wu+oyGsrVTf7VC/dU7bkiqHTBU2aAu2eBzUUDUNyaWCP9pV/4hJX7JUiOhWHobY1sUmPdC4wmaZ7imKsAT1nNHRlPBRtnBaGNbLVQcPzSWNWSov/e8K6yW15QJQXIwWTZ9D8uFwps5DkLbYCAA3s8UkvqG8QsTVH8lx3rTQXL5j1IIBLuDCBMqk1lMIeGFjqywWizIvi8SGSZ2nJVZi9NgWOyE9S3D2gzZhvUtsCd9d99rKIMiC/eSAEP4v1dG0EFkpk8+jvjkIZQKl9vb2YDAYbMGWCqXNdmIrZvFlrNj8GKYNo6ZcNHQDKuaEwaMoipWw6zc3NyvhxgBgxa9iYj/bIofQ66HgQtWSc1NuCj/Z1k48TPFdOzEMmJB8LUWhj9iTiyUSEt7LB8zytV91sfq2YIvHUZehavoPIi5O3IWhWbRNHs8mSJN2i6SStj3Q2F6KczrBKSjgYlmEthHKlsEE7zxclzaEVkodFUUBV1dXJSsGQRMTsLG/v18ybabTaQmeUMAoVKfa3C2huXPaICm+E22xEQDrzxMPgeWZykFvAjx8wllxVoimbzycV07AIVf4ttAwdKayNhDGdwyxrBrtfLTFTpjAFtv/TXLGa/O28FwlbRVpblAHo9FoJQcL181kMlk5n2seNzlHTmppm5147bXXoCh0jqwqxNaPtjzv2HKe8HwBfPf7fD635lbAA/9fLpcl+EJZLNJh8wvZNrr6hEvHvqf01+Ref1XkaOHSNjtRl76bLKnZX1J9pjwvNnCXhxsL6XvsfMXmQwm5x8biaaN/cwu2eBxVhxHbSn5p45f2oUpbH2hMjnGTc1nrdDbVSxkUPg5sn/5UwZjA8fkALyaWi9RvHqJsPB6XOVooWwX1KYVoi82LgucxzJmtjBZgCZ0bba6dWMm5dtpiIwD8nydsDn4fp78r9FUIYyClU70oCri9va1kLfr0keothOUh3eszb3xeYhkypvBi/Bzvo22uq2BdpZC22AmTjbABEymc6ZxpkdJBL4FDe3t74piqAo5StzMajVb0Rtkq+BfHawJfUsxlk4C3Nkrb7YRGtv4I2Q9A9eITrkcDMEnOVAAo2Sx4UPCFHsvlcm1za1Mk5XoKBeS0zCSf9WCTh2An2rZ2UqwbbZ+lfmvHAhD+HY7NM10FiFrnnGqYQFX1bwu2eBw+hsr2w0vP2b4sIYugKcnwtiDGVlJLWx9oTGG/9vf3YTgclk77/f19Z+4RX9mkMFI+IBQNocUZJwimYA4XBFa63e4K4HB8fFxes+WOsYEUplBeLvsoMX20+Wvq1n+d0hYbASA/T9gc6HWHbapDqD7oZw5cSGwNLRiRUq+uNn3YGTyHTAjIZgKH8H9Jf9q+8v4tFgtv0C0FSBcyf22xE7Z3jr29PTGEWB0O9lRgDLI7UkoTAAetfmg5Hi4udiwPmdESOvY22olQh2HdcxQjKRJWc8e+K0+LSWemPLWc4WJzTuKBgAoHXJoAtLR9zaSUNtqJhyam9RoCWAyHQ+f614b8onXROn1DhqWwgSF6qHteU6+JXHZtC7Z4HCGGiqKe9HMqkAUToG3K4t9Ke6Tqh61NeKBBp/7u7m75wIwO/+PjY2+dSGwLqU0e8sp1T0gZ3z7bQApbLhdTnahXiZWCnxFkwVBhFPDS6JMDMtqxDofDNRAtFWOoShCk6YBLW2wEwLqdsDm+TcKToKfQoWY3oZTTg4sG7PDtswQeYDta4CFm3L7zEiqaUF+h9WnOLxYLAIC1Mq58NCFzWweI2BY7kdo5khJ40Ca89xXO+Eg9rhDHe2zeGt92NH3EMqly9mxlXdpmJzCMWKiEhCxvo9Nd+1uv8ddwMZU1sS2w/HK5LEOP4UH7AABWkCZmzn3OY7+28kLaZie2EiY2WxeST6UoXtiB2Pt9yqe02bTfKeoN1UOO+U1pa7dgi8eBhurVV1+1Thann9IfbIzDWRTm5GZtkTY+ZDVdtjo1y6Y80FCwAQDKczE5P4rCzKAZj8fWHC6+DnQT8yZFHpGYOnZ3d8uxIiuFAyPIZsHPu7u7JQiDn8fjMQyHQzg+PoanT5+u6Ofq6mqlj1L+GaojOq+2sfnOiy8Y9VCkLTYCwG4nbM56CmJcXFyUSc199OTDZMD2OJMhRB49ehTUX1edmHMlRfL5XLlStPNgG2NIG7bQXvTZU9Idnru4uFjTUUqAz1cfsdIWO4E2wvRc2KQ8J6ZcIxJwkCoviU89OXOh0DHyEGyp9LqVdKLVadvsRG7xDa2Vq+2UZanY2C2+7S2Xy/J+bTJoW+J63x34Nzc3Tj1onYmp5zrUidlU/8jWTrRLfNcfBQBowvrUa9Q3IXyTvg91gCS28efSTWi9W7DF4wg1VMg+AXjuWEXQRSpLf1DrCCO26cyYJhmn7bz4yaY+0GCuEGRnxAIO9P9utwsAkNwpLyVtzymaUFwUrEIGkdRX1LUJ4KAAjQ2k8ukrZdLY6qNzb1sHGuDG1I/cc1XHWkBpi40AiH/xiUkY7mLEpArXpBEfgMSHvWIKoZWiP6G6sOXdCZnfFDoztT2fz1eANvzs0y8K9LiYW7Z6U6+9ttgJaiO0DuIqAZgQIID3T1NHm9kbseG7NPO5BWTy6KCNdsJHUjnjNfdKbYVuNG3Ce7zveJC1wuvgkUkeP3684gfiDBjTvNh2Zbv0pZmHOnXehPm2yabbidRz1vT5NEkdfjgpxJg2TYW23z7zQcHhVGNLUZcJ7GmK73QLtngcsYYKWS144CKgYAwedS+MrWylabJJDzQSI8IGYGid5LwcsjZ86oiRXG3YHOyUwUN1y3Xq0xbmaaGMFCmJvQ2Mcc2pRm9tY67U3d+22AiAcGaLJCHMFm34JywrnU81b7GhqEKBp1SgUg4gymcN8BwskkggklQeYDV8mAt84mNHx00syyh1KDUqbbETmmeJJubiMLFbTAwQ0/30LwVcJMAmFGSqU380ZNoWMGmebJKdCJW2Oka1wnOzYJL6ojCH3MHztl3uWiCJt/H48ePGRjvRrIVNXy+SbO3EVkIlNDdLCKgi1RPSB1d9MWVS6alpsgVbPA5uqDSxOQFgpTwe9DoCLTxWZ8qFbvsSNgX528pWuNC1uYkPNNSxbwrPJQnPHYKgQL/fXzm/XC7Len3qD5FYRzsPz6WpU7oujVMD1vBzuPbwOu0fBXZoe/SzK/+LqU80h0wV85ZivpoibbERAGY7QR3gucMqSS/1qXKENCFnx8XFRXQuFw3o4cOGiQn55uqLpm6cG01YOFrOFo4sdDyu8Ggxa8PmsGqLnfB5ljA56/G8DxiRKryXTfb29qDX662VnUwmSfrgI6ibNgIebexz6rHm0sEm2om2Sazz3uTfMLFD8HfDxQzhCe/p5+Fw6PSrYBkXA8AUNsgnn0yIj4f3q0oQZT6fJ/FLVQVabe3EVooiHBCwASi281tJL7l0vQVbPA6toUIGy83NTXkvTiICKkVhVhP9Ed/KZsnWaIbrZVMfaCh7wuXA5g56mn+EJojXghVtEBwDjk8qYwMk8D4NaIGsGNTj6emps3xqsDo2lJxrzWyCmMbUFhsB0JwXH3whBXjBaIgJUZb6npg2cuQVcbUb077LORAzFto/LWuGlkNAyZYbJxcbZctsMQt1NGtYGtrE9rYynU5HnZtEEwJM6yx/SMDCVuIkRTi9NtqJJr9jNrlvVW06RZBlOByWG3ARMAGApP3QgA1t3mzblPXURjuxaXPQtDXoE9bKNx9T6vkwAboa0LhOULYJ7WplC7Z4HD5gCw0ZhuDJcrmEm5ubMnEa/aHFA3c61LlwUv74Nv0LsJX2yEN4oDE5kSWQheYeGY/H8OzZM/G7yx33CDqYkrabHP0aAMAHJAjJg2JLNO/D3qOABuZ3kfozHo9FlgkPD0bZRFwPnCWD5U2hx/De6XS6kufFR2cxc9hmaYuNAMgHtkiO9BSJ46uWmJwlIff6MEiqkJAcKXwcWp3gPdw5o9VJnesrBIhpi51AG/H5z39eNa6mgRGmcGL8Wkiie5Qqc9SkElefmxgariqpOj+Pbc21zU64pKnv403rF4Z21/Ydfze5o5L+5WXoX3qfidWhSYztSt5dl7QZ0NHIptmJreglZG2nzHtCpYrvPW8jJVAUqtc2hDfcgi0eh8lQ8UWBOxYo4IKTPZ/PS3bLzc1NmQyNHzkXMZemxgfdysMUk5Hd1AcanrsFP1PHPg9Vheeoc365XJaO/ZwMFxeLxNSebx9oXhsc53A4dCa4N9Vny6HCx4QAjK9uNOG/hsNhCc7gHEr9pvl2TPWlmtdNAWHaYiMA0r34aEJL0WTnrrLS5zokJgl9FWBJijZ8QYpUId6kcdze3ga1L+khVyi8VHW1xU6kdI5UDcRIgAKeGwwGxjKx/c05zqaBWXXKQ9DFQ7QTJkntrGqq34G+fy6XS3WIdp9Nsq5wQdRPRMEa2rdNBzBi10eV+tlkOxH6vbfd17b8G1odhOZfqaOv2vukJPY8+lLTcrFgf+pcZ1wnW7DF46CGymXIMYQYL48H5mnh/yPAgsBMCGJXN4K3le0c5JBNe6DROMqlPB80XwuGD6NsiKJ4zshA9kSMI90E1tCk8fQ82i+eJ0aTM8WU0wTBJRwLjksLNND6pZwqWjYRF65Xm57pteFwuBKejIZ/04zFpqfQec4BtlQRvoz3uy02AiDOQWJL7K4NZ/XkyRO4uLgw1hkCJtjAA42jPPb+pkgTmDE+ukVZLBainmkIMe08PHnypJF6KIr22AmTjbAlmucsER+WhORAN90vld3Z2fFqTwu2aEOWVSVN6EOIaMPM1d3Ppkjb7MSrr74qjsPHcd3md9dc+V3oda5LzlDByCUo9Bq9BzfkPn78uNx4y9vDugBW8/i65nPTgJimr8m22Ykm6Poh5ydJNUYJ4EXbQs/Fgg4PYU5yyxZs8TikuKimHz16HeDF7gT6Q1wUz1WFzBYJLdwu8q00Sepcj5v0QEPF5ZSmYb8oq2W5XJbgw3Q6LT+fnp7CcrmE+/v7SvN1mBg6oSKFz+p2u2svEtoxdrvdEpjidfAwYFTvPvNlAj5wzlx9lfrhassnvFvovLSF+dIWGwEQvxvVBKrwc0XxYqekDaRB4Q7yEId5qJM9ZTiqlGHBcgM9+DxYJdOFMlnoutHWGdp26Fy4WFc+9bbFTqCNoM9dKUJM5QxThc760PBeJvCoLXJ0dJRdx7FzsxWdtM1OaCSWfcGl7Y59Pk7u0+GAiWm8pvO8PgRYeHnq76F/AUDceIv1mOpIoYs2SBPW3ybaiaZLG9dqzrFrvgfchkmsFU09bWMmNUG2YIvHwQ0V/gBSeqcUUqwoXiSfxYXOjzbG7tvKVnKIae1u6gONbzgsZLZg2LDT09PSkT+dTmE8HsPp6WnpIPdx4NM2isKd+4PnPTHVoxm7i93hCvuF95vCcknnTWWRIZRaOLvGJ2eOaW20BQipQtpiIwDsdsLHkU2dzNyBTgEWLAcAsFgsrPUURXgYhxhgIzWo0WR2Reh4fQARqQ3XvRqwTQL1XLmCmsRMaoudQBvxkz/5k7XrTCMIMPgADaayvV6vvKZlzDQR4MgtGgDlIeolhbTNTjwESe0r0YRrdzkj+TkJYCkKOacLiuT4NNWn0UcVYdp8/UxNAEZySNvtRC5/YdP9kHWvRxdo4dJfTK4SDuy2eR5TSoqxSutqC7Z4HFIYMcpSwf/5xGEOF7yP5mnhbJYqvvwP6Yuz1c/mSNsfaGKFMhnG4zEcHx+XoApeG4/HMBwO4dmzZ2XOD7ymBRBczA1TPaa8I672aN6ZGCaONowXig8QlGruqH3HkGAx4b9i5jJUbP3VtJcTHGqLjQBw2wnunKYhvyRBZzf+vbi4KD9jXbwOGh4q15yY+mkSCSDS6KjOJO2+EgOWmPSJIcCePHliZX6YdHp7e7uS7wZBHd8cODHzkGIdur4nRdEeOyHZCFtYL1tycVc4MJPTvio2BAVWUIpilSHj6otvX0PZN75jCpVUc5J7nJsqbbYTbZEmvm/79MnHWYkbdDEXjC0nDPcNUQnxE6UEX2w+rzbMWYr7qGztRDvmuu1Sd4i3UNkyYbZgi9fBDRXmZdEmUKOLmIM0W9nKVuzyUB9oeJJ4PN/v96Hb7ZYhxI6Pj+H4+BiKoijBGArCpMjdQsOYmVgZpnZojhRXvhSbcGCG9o0nlTfdm0IQyHIxVVKJSeehc9mUelJKW2wEQHo7QRkPT548gfl8XjreUTjTwMU8aBorxJeV0cQ++pbTzrmvHui9BwcHKyANB7u0gEsT9K+RttgJXxuRw6meo87RaLTyf6/XK9krg8FAZLI0jZ2RSi+hYNamhQRr4ng21U7UIb4OPG15DTNFKxIDxbe/PJF9yLgwfJhp97kNiOFjqWq+mt5OTnlIdmLrOK9XDg8PyznQ2IFNFJ7/KmV9uWQLtngc1FBhLhbbzgQ+kfgDWhTPfwhpHpcUi6HN4E0KRk/dlMAmyCbrYNMfaHxZAbu7uyWTZTgcwnQ6NbJYMNSYT1vD4XAFTMC2bWsslwPeFO6L66Xf7weFTaNjkhLf43XMj4OgU7/f9xqzickyHA6NeVV4/Tz0Wg59F8VzgC51nbkBmrbYCIB8DhIOukiMBlNuF9P5pkgKZ37s2FIDCrH94aAZ9tH3eRDBlliAxTYenz7lXINtsRPURoSADRoHdoiTOzXwsbe35+xHp9MpAQ5N+arEposYPXFAKlX/KGtoK3Zpo53wkU1wdFclpgT2Ujnq35Gu4X3S76EmN8tDk6aPf9PtRNNkk/1cvhLz3citx7qAuVh7kcPebMEWj4MbKkx2r5k02+QhtbTpPyhb2Uqd8pAfaExOamS3IHMF2Q8S4GBilEiJ6Klowm3x+1KH6OIPBbTPCMS4craYROrr7u7uWsgvbIuHZ+M6MI3d1i8Oatn0Vwe7JTTUWSi4EnpfW2wEgJ+d8GFLHBwclDlZaEiuoihW2AtS3pbUEsPyyOlsDwnj1ZT+0LkMKSMlmpcYMq7cMKZrsWBU7P2aMGZtsRPURtTtIEegQ+pHzDlJBoOB8x5ahpeTWCd1688mTe5b3bK3t+cVSi6ltNFObP0IdtHqB/Pxuu7nie1dPiGa61eqWwJb6L3acTZl8+1DWI9ttBPbeaxfQsEIel8d7JY2rIUQICnnuLZgi8fBDdVwOFwJB2abKD7xAFDe04aFu5Wt1C0P4YHGV3CXFDI6MIwYDbU1nU5hOp0CAMCzZ89ExgIFZ1zMCW2CdgnYcYUPQ8CEn5dYHxIDBXUi1WUCR1zj4Hqy1YOfUZ+UaUN1bGKx2HSDZX0ZSg9J2mIjAMLshNYRzXO1UKF5Wg4ODowv5anyoWgTuksgQJ2SksFiG8/BwUGS8XJgTWqXj4n+L4URc4kmP4qmH1XomUpb7ITJRphCWNXhtA9lb9j6urOzA51OxwjYSCHG6DkOxGxlVbb60Unb7cSmSojPRAM+xPhiqNNTqgcAVq5J+X2R8SKFyZHC0Zv6z6/P5/Nyc3BTQJhNkq2dcEvT/JxN609dY5VsTU7dPCS9U9mCLR4HGqrXXnttLaamhC5qEp9hGQCofTFsZStNlk16oEmZFH13d7cEWVC4E7/f78P9/X3Zx6urqzUgAkNj5Zo/H0aGBAi57kdGiDYfTAhDBMET0/wNh8PyGme6SGwcqv//v73zj43iOP//Y/oxhCJzMU6MbX4aK5Gl2oDqtgYXEUMjYso5FEs1jQghslLpImylMpXaOlKdvxpXuqBIlROkiEDSVqK0OElbo0SmsUnbM5QYVzGmjiik2Em5Oj1sQxUDJX6+f/g727317t7u3d7t7N77JT2yvTs7O8/M3tt389zMo9emZAJCRs+IneNm5WTO+eIVjWC2phNWtv7SKyv+1tviSb3yRV2ftqzI42Gnjdp7JTOGdifiZQjMZMKsBq2s1GMWjEvGkpnAsbKaSe+ZdKLNXtEJoRGrV6+Oa79eEMJq0CPZ4IjedU5sJ2YnQBQMBjkYDNq+Ltl2yZYnRnaTub+SeV68phOZsEzska/+f+LkVjdmk4nii6/pmnDUC66otxRT+2u0tXyifDBmfosvB0ciEWZmy/+zZduyScbJWuiEdUvH69lPZjUwkmwfeL3PrKwGSrdmJdOHCLbYQAjV1NRU3LcTmFn552i0T6f4qQ6uaJeeYpULDGZsfnlDo7eqwqqpV2voTfi3tbUpqy/UE/i1tbU8PDzMzLOBFmY2bJN6VUyidhrlR3FqIt1o9YqR2ckzYlRWGywx81Vs29bW1sbhcFjJvSLqLi8vV/LliCCNCAgZrYqx2h9OBiusBnFkDrQQeUcjmO198HHq24hmKx/EygZhqa4+sDIprl5NYWaprKxJpr1eSfRupX/VP/UCdtq+1RsPo+dPO37p2HItHWPhFZ0w0ginAw1O5XaxUsZsQl4vn4hdX51IXJ9KMCudY5BK38Lsm9d1IlXz43yE2TyL2RZeeuX0Vp2oy+jlbtFuC2a3j43apHdc3F8EWYgyv+2QDMGadD/H2a4Tso+/X0z92k1nvxq9Xszu6VZ+lkw/X8JPu5qCYIsNtPuiim8ZMJuvSolEIhyJRLiqqmrOPzoIEcxp8+szhTc01qy2tpaPHj3KjY2NSpJ7EWhhZuWbU93d3bqrNPQmwsPhsO5xJ/KHmPmhdx/typVEK1nsBmzM+kF9TuR16e7u5ra2NuV3de4cUVavn9PZd9lqXtEIZus64dRqBvVP7YoZo3vY3f4r1bYbTayLgEAqQZdMB2xSNSurOBKtBLGyNVtDQ4Oy0slqwClRAMTuKpxUAirJ9LlXdEJohNEHO3VwwiynSjpNrDRJl6n9cWr7K3VQwm5/uZlfxY1gSjbnk/GaTvjJUvkcaycvS6Jvkmu37xJ/izkdorkrTtQrScy+gOtEP4jz2rmlaDSqfEkiGo0yMyvzVUbtcnruwI/BOj2DTqT3OfJTm1J9TQg/nNQQu2UT3dut132q93Uq8K1nCLbYQAjV+vXrLQ1MKBTS3Q/PzYcRlh3mx+crW97QpPKt/8bGRm5ra+O2tja+fv06RyIRPnr0KA8PDysrWtQMDw9zW1ubEhDQa4veChqjFS3CRKJ68buoyyzAYNdvs4Tz2jq1W4yZ5Uwxa5e6L9SBLNHn4nf16hix9Zi6j83y0lg97vSz48T1bptXNILZ/QkSo+BDWVlZXP4PJ7ecSnZS3eq9MzXBn+h+mdwKLZVrte1kZqVO9VZzVp+fzs5OnpiYSNgXem3O5Goir+iEmUaIba70VoPYNaPrMz3RLoIJ4r4ikKOXJF34nsn2udk3TqzYyfQ4et38oBOweEtmHsZoglMvGGP2rXCzyTmzSdREK2y0ps7RIgIsIuDCzEqgKB1bpvlh7kGGb62ng2zWCVmCLcm0R7xWk11V4VRb3ejDTGxbmQmTIthy+vRpDgaDXFxczETEb7zxRtz5mZkZbm9v5+LiYr7nnnv4oYce4gsXLsSVuXXrFjc3N3NBQQF/8Ytf5Pr6eh4bG4src/36dX788cd58eLFvHjxYn788cd5YmLCcjv1hMpK0jKxfFO7D6cMDwAM5hWrq6uTXiOMdMJJM5oQ166mCIfDfP36dR4eHubu7m7lTTczc1tbGzOzMvkvggPqFRjaAIw2WKIXTBF1OO2blSCAaJ/eShazPrNSt3rLscbGRj569CiHQiEOh8PKHshipZDeShuruVesbN2WTL4fvft5PbCiZydPnvTEewkjnTCbcE5XbpJEAQOjVQpWtwAzu5ed653aoiodk/raNiUKVCQzHlbLJrrebvDDjZw46b6nV3TC6nuJZCf+zValJDO5n6gdRvfTJrjX1iPOqcuoAzOJVqo4GRhxYwu3dFk2r1qxYvjM4T1LZV4l0WoP7floNGq6fZf2C7dmARfx+UwvGKS9RuujWY4bdZBF/RnQj/NPyfjkxASy33RCpmdDprY4/dyY+WY3wOqUvfTSS44FOPSC026Pm1smRbDl5MmT/Oyzz/KJEyeYaK5YdXR0cF5eHp84cYKHhoZ49+7dXFxczDdu3FDKhEIhXrZsGff09PD58+d5y5YtvG7dOr57965Spq6ujisqKpRtvSoqKjgYDFpup55Q2f1mhN6LKJsfQLuGvspe+/73vy+9RhjphF1TT6hbDV6Mjo5ybW0tRyIRrq2tjWuTCKKIn+JNfyQS4XA4bLhNmNaMggZObYkl/E4moKBuo3ZFjjbgYmcrMVFWjENjYyNfv36dR0dHlVwtIuiiDTwZ+dbY2KjbBnXAzM7YC5Pt2zuZtt/85jeeeC/hlE6ozYkJavVqBe3KBfXku1GuDittsrIaxAsT/Fbbm84VNGZl9bYEa21tndNuMc5iXO0mpTcaY3XdTva7E+YVnVBrRHV1ddzkuF4AwknT1uv2apLq6mrdNtmtJ12rgDJ1vVfuKdP9k7Vs+szhNXNiu5tkyxsFWNTXq7cZ0wZQEuVEUJfR3ouZDc/pmZqqqipmZtt9Y7WsU7kF0/U8pMugE94aQ5nmEd1oS7ruKWNOl3T4kkw/SxFsibuY4sVqZmaGi4qKuKOjQzl269YtDgQCfOjQIWZmnpyc5NzcXD527JhS5pNPPuF58+bx22+/zczMFy9eZCLiM2fOKGX6+/uZiHhkZMRS2+wKlfqfrdqc/Ickk2j42dDP7psQKyJ5NSIZnUjW1BP6oVCIh4eHORwO89GjR5mZ47YN007iE83q0/DwMA8PD3N5ebnlfy56gQSnV0mkUp9T7SsvL48LsIh61CtYwuGwsnWbCOjoBYpE/4pz2qCM3oohM0slGJWuMZPB1G9oiLytE07kGLGTpF49Oa6+dzIrWOy0yclcKonama7JABGoSPb6dG2hderUKUt5WOzmhtEbu1S3Qstk0MUrOqHVCL3VJnaDLakGKNIxca4OHOmtamlpaeFgMGh6b7FqRi8g5ZRZ9d1LW37BjMfYq585sv1LN26ZOoeL0RZdib5sa3Ze/f7FKO+KXl3M/lzJYtXMvuzshHlVJ2D2LZ2vIzsBCT+8nrPp/5T0wZbLly8zEfH58+fjyj366KP8xBNPMDPzH/7wByYivn79elyZtWvX8o9//GNmZj58+DAHAoE59wsEAvzqq6/qtuXWrVs8NTWl2NjYWFIPu3ZfT5g/hMJpwzNibkZvaNzUCCs6kW4Tq1mYWfnJ/L9giwgGiLLq1SjhcFi5LlFCeCvH0mnpTCiv9cXI36NHjyqBE3WQRWxHZrQSRb21mDawYpRXRoZ+8ZqZTaJ6USfUk/jqoIiTfWa20iRdq02sJmIX5RJty+XG6gi9/kp0zul2JhukMbrOLPClN2bqekZGRlwfA6smq06YaUSqeVWMyonAQKLz6nrU235pr9OeT8WSWckjrpFlNYU214zb7fGbpTM/DD5zZI9Z/fxtNX+BCLioV5MYbSMmzhPpz43orYxJdg4l0RdOrPRDOuYqtHV6aT4EOpF580suDxktlRV+MH1LR7BlHjlINBolIqKlS5fGHV+6dKlyLhqN0vz58yk/P9+0TGFh4Zz6CwsLlTJann/+eQoEAoqtWLEi7vzAwIAlHwYGBujQoUOWymYLVvsuFAqluSXygGckOdzUCKLEOpFu+vr6qKmpiU6ePEkvvvgiPf3000REtGLFCtqyZQt98MEH9JOf/ISIiF5//XV69dVXKRwO08jICG3fvp36+/upqamJKisrDe8Ri8UsHdNSXl5ueK6goMD0WnG+oKCACgoKaGRkRLdcbW1tXLnu7u64c0ZtqK2tVe6h9UX8rW5DLBajjo4OWrt2LY2MjNDx48fp73//O73wwgtUWFhIsViMjh8/ruuHqC8Wiyl+NDY20sjICFVWVir+DQ0NUSwWU3wimu1Dvb5K1H+plvcbXtSJy5cvU1dXFxERdXV10c6dO2nnzp0JrzOioaGBysrK5txDj66uLuXeRuW0dVlFXZf6HmoaGhqUcg8//LDl+txCz49Tp04p54Q/4lgqiH7Xu6eVMRHt0ZY9ePCgYX16YyZ+NjQ0mGq9l5D1M8fExITuNXrHte0y4+zZs6b1i/Pq+01MTNCVK1d07yXOifNq1qxZo/wMBoPKcfG7tq4HH3xQ+V3U9/Wvf52qq6sN/RF+GPmTadT9l2ybjMbTzjhnmky1Te85M8KpNnnxvYQVqqqqHKlHRox8E3MM4vO3es5B75pDhw5RVVUVPfHEExQKhaiqqopCoRBFIpG4a4eGhohodq4jJydHufbQoUNz5jVycnLijmnrGhgYiGvLz372M3r//fct+adl//79puetzEMYlbHSBqM5HW2dfpgP8atOyIDVOUQn64hEInF/+0UvtX6o+8XIx6qqKkdfo7LM9XppTB0NtgjEPysBM885pkVbRq+8WT0/+tGPaGpqSrGxsbEkWv4/MvEwdXZ2pv0e6UTbfj/8wwWZwQ2NIHJeJ4isTYyLQEJBQQE99dRT9M1vfpOIiDZs2EBERK+99hp1dnZSbW0t1dbW0vT0NB0/fpw2btxINTU1VF5eTps3b6YXX3yR1q5dS319fcp97UycmZU1CpAQmQdrRIBC/Lz//vt1yxDNBptEfbFYjA4cOKC0qa+vz7ANfX199O1vf1vpH3GNOtDxu9/9joiIvvGNbyj+iICKKLdjxw7dIIvaj7a2NqW96voF6mAM0f8+qBERFRUVxZUV14uyn376qe69je7hJdIxgeslndCbDH/rrbcMyzc0NJjW19XV5WhgIpm6rAZojIIwTpCon6zS2to6xx9Rd0NDAz388MNUVlZGDQ0Nij+JAkda9Oq/fPmyJR/KysqotbVVtz4rz4I64GVGorFKNijnJn74zKFmYmJCmdBxatLZrB7tufz8fGVi/MqVK/T73/+eiIiqq6vpz3/+85zya9asobNnz9KaNWvizv385z/XfT+QLkSAyC5O9nGiQFuybUwnsgS71DjdJi+9l7CCExOYdsjkxJaRb9ovmZnNOYjAChFRS0sLnTt3TvkybU1NDb388stKOfG7gJmJaHaO49y5c3N8P3funNLOmpqaOfcdGBigzs5OampqopqamoTPmV1Ee1KZQ7Ly/KRrTkfmSVK/6US2on1dZlov04WZH0bnzK5J5rVoRxeSqd/qNZ4a01SWxRDJtQxPjd5+h+qEZtpzeuVgMFhyJutSXSs6YWbJbgMltptqbGxUkt1PT0/z9PQ0h8NhJXm7KCu2v5qeno5L0G4lcbzVHCFWfFFvqWV0zuw6uya29tL6YKff9bYHKygoiNsCTP23tt/Ky8u5ra3N0AfRFqN+1rZVb+y8bE5thSbr9kBWdMJoi6nOzs64bahS2YpK1CO25UqUL8XqvWTYxks2S1ceFivj0Nraqju22mN6Zcy2PBPHrIy3G8+O1fw/XtGJRO8l9HKDJMoXYpQXxc4WV9qtuuxs5ZTMVlotLS2mflVXV2csT0o6twIz2prNT+Yl3/z6mQPmjKm3FBPbc2m36XJ67sfKnJM2X0yirclgqRl0ApaqJft69Nrr2EyTZOhTM71ORculz9kiEkz99Kc/VY7dvn1bN8HUr371K6XMP//5T90EU2fPnlXKnDlzhomST1YJ86dZ3ZPVT+aFYGGiJHQyaIQbOhEOh7m7u5uZOS7hvQioDA8Pc3d3NxORknOEaHaCWzvJbZa7RC+YkIzp1WElmKNNLm/HRC4UbaBH/TNRvhUzM2qTqFedi0XtqzYQpB6TdAZSzOq2GljLhNntAyuJr7NVJ4j0J7a1uVn0yqvzcTgxOZ5MIMLKNXbalq48Kk72UybaYXReBC7U59XBHG0dsvhrxbyiE3oakZ+frxtYMEsyb9f27t3LRMaBG+3xZPNm5Ofnz2lrdXX1nFwt2vrF/VtaWlLO2eF0bhlYevrJjT722meO9evXuz7GXjI7eVpEWZGYXptHRf17JBJRrtN+tu7s7JwTkKmqquJoNKp7b5Hz16yt2nuINmgnNtV1WAnWJGuJ8sL4zbymE9liXgtEZKtlMgDjlkkRbLl58yYPDg7y4OAgExEfPHiQBwcH+erVq8zM3NHRwYFAgLu6unhoaIgfe+wxLi4u5hs3bih1hEIhXr58OZ86dYrPnz/PW7du5XXr1vHdu3eVMnV1dbx27Vru7+/n/v5+rqys5GAwaLmdk5OTSXUy3gDBYKnbe++9J71GpKITduyBBx5gotkPoGfPnuWpqSl++eWXlUR4v/71r3nXrl2K5efnKz/VdTzwwANxx8TvmzZtcmWMd+3albF7aX0UfSraoPfhXt3v4nci4qamJtP7bNq0iXft2qX0ufq8tv/N6krlWZHRnJ58+fjjjz3xXsJMJ+rr6233RWlpqenfZte99dZbpter26NXr1HZTJtVn52uXxy32w9m7U3WF3Vb6uvrDeupr6/n+vp6fv/99+dcv3///pT7av/+/UofGPVFusfLbAy8ohN6GnHvvffy6tWr5xzT81P94dWojFMm2vTII4/MuWcqH6JFHer2a3259957effu3Wn1L1H71H3gJ0v3cyOz4TNH9lii993ivJjPaWpq4p6eHiaa/cKb2EVAe05t69evN50P0p7T3lP706ic+ri6XevXrzf1U69t2gl69fXquq3W50eDTsC8YMm+Hp2ek0i3ydjeyclJW69VK9gOtvT29uo2bt++fcw8Gx1ub2/noqIiXrBgAW/evJmHhobi6pienubm5mZesmQJL1y4kIPBII+OjsaVicVivGfPHs7Ly+O8vDzes2cPT0xMWG6nWBIIg8HkMNk0AjoBg7lnx48f1z0OnYDBYMK8ohPQCBhMLpNNI6ATMJh8Bp2AwWDCxsbGbL1WrZDD/P8zgfmMyclJys/Pp9HRUQoEAm43xzFu3LhBK1asoLGxMVq8eLHbzXEMv/pF5F/f9PxiZrp58yaVlJTQvHnzXG5hYqAT3gJ+eQs/aAQRdMJrwC9v4Qed8KtGEGXXc+cHsskv6IQcZNMz5weyzS/ohBxk23PndbLJr3RqxP85WptEiI4KBAK+ekAEixcvhl8ew6++af3y0hsD6IQ3gV/ewssaQQSd8Crwy1t4WSf8rhFE2fPc+YVs8Qs6IQ/Z8sz5hWzyCzohD9n03PmBbPErXRohf3gXAAAAAAAAAAAAAAAAAABAYhBsAQAAAAAAAAAAAAAAAAAASAHfBlsWLFhA7e3ttGDBAreb4ijwy3v41Tc/+OUHH/SAX94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L+BSLRRkbG3Mef//73y9/9md/Juedd56cd9558md/9mfS398v//pf/2sRERkaGpLf/u3flg984AMyNjYmo6Oj8sd//Mdy8cUX1y1YBaCzkEe0zse/9FX54I3vaCjIkvmNq2Xrr7/bhFQBwcgnAAQhn0Cr7bzlytiBEwIvrUMeASAI+QTSasdHlyO/xi948tl/uqjuuc/+00UEWZok8WBLGB/84AdlbW1Nfv/3f18WFhbk8ssvl7/7u7+TUqnk7POf/tN/kmw2K+985ztlbW1N3vzmN8vnP/956enpaUeSAbQQeURyGg206J8EXJBW5BMAgpBPICx78VivKTh0wOXkp+73nDrMDqgwbVh6kUcACEI+gWY750Pfkhf/w3Wh93/qlRfIRc88nci5dcDFDMYgvh1KKdXuRDTD8vKyDA0NtTsZwLa0tLQkg4P+Qx3TgHying60iAiBFjRNp+QRIuQTQLt0Sj5BHtH57ECLyQy6RF3k3g7IEGxJHvkEgCDkE0ircz70rZq/wwRcnnrlBSIinsEWr5EqOphijmppxAffe4N8/L99uaHXplUz8oi2jGwBAKQfI1sAAEA38wu06Od1wMVvNIubqMEZAACwPdiBljB0oEX/ftEzT9cFX8JMF+Y1fVjYAEw3BlySlml3AgAA6WCOagEAAOhmQYEWt/3iLHi/85YrnQ0AAGxf9iiWMKNa7NEsZvDFzWf/6aKmTA9GoCUYI1sAAAAAAGiADr5EHfXCtGIAAGxfUdZp0czRLKYo67h4TTUWBoGWcBjZAgAQEdZoAQAA20PYUS1RRBn1QqAFAABEFTSaJY44QRjUItgCAHBF8AUAAHQjc+H7oP3MfS++4bCI+AdLzKCLvV+cacgAAMD25RVoueiZp31HtRBEaT2CLQAAhw6wEGgBAADdTAdSvAIvXo/rgEuQk5+633VqMdZsAQAAUdkBlaAgSxh6TZdmre+yXe1QSql2J6IZlpeXZWhoqN3JALalpaUlGRwcbHcyApFPAO3RKXmESOvyCd1TKW6BGegWnZJPUJbYfi6+4bAc/PJuERHJ/MbVIuLfScUruMIIl/jIJwAEIZ/AdhZmVEsSQZbMb1ztWRbyW6dOd2DR5ap2aEYewcgWAACANmrm3LsAgGQd/PJuyfzG1Z4NC/fen5F77z9TzWYUCwAAaJegQEpSgZYg2608lG13AgAAAAAASDO3xoSgBgZGryBJ+z+/X554zxPtTgYAoIN89p8uqhvh0owpw+wy0dZff1cyv3G1nPzUmY4pHztypiPKbWdvJX7utCHYAgAA0Ab2iBamEAOAdAoKqpjTib3pSu9GhNlPf8X5ffz335lM4rAt7P/8/nYnAQDQgcJMJdaIMGUjHXDxmmKsndOHNRPBFgAAEnbVI39e8/f3Lv1Am1KCTkGgBQA6m9+6LWaQxX6MoAuiYHQLACBpv33ZU6FGu4SZMsymy0fbYUSLxpotAAAkyA60eD0GAAC6n1ugJcrzAAAAjfAa1WI+rn//7cuecjYvfh1L3DQSnOkGBFsAAGgBAi7wwqgWAEg3v8aFrb/+ru/zjFxBUp54zxOMagEAhBI0fVizphczRQ3OdAuCLQAAtAgBF9gItABA+nn1zAzbiEDABXERZAEARKGnBQuaHuyz/3RRqCnEEB5rtgAA0EJXPfLnrOECESHQAgBp8pUjbxMRkXee/U3nsSSnv9ABF3vaMAIxCKJuH5QdH11udzIAAB0mShAl7L560Xv7MbyMkS0AALTYVY/8OaNcAABICR1osX8PEjYY87lf/6rz+/jvv7NmA/yo2wfbnQQAQIfzCqQ0OpWYGVwh0FKPYAsAAAmKMmqFoAsAAO0VNrji1ZgQJeBiBl0AAABaJempwoLWrNvOmEYMAIAm+t6lHyCgss2c86FvyYv/4TrnJyBypqH1//r/3tHuZAAI4StH3lYznZjImaCKnjrDnELDbmggoIJmMke6MLUYACCKz/7TRb6jWdw6oNjlIQQj2AIAQMJYkwXnfOhb7U4CUoTGVyC9dCNCmBEu5iiWRntzEnhFI5hODACQBK+Ai1c5yG1NO/hjGjGgg1x8w2Fn03+bPwEA7ffif7jOGdFC0AUiQsMqkHJ2A0OcBoWg/3fyAySFAAwAoBF6SjH9M8p6dQhGsAXoEF4BFTPgQtAFSKfvXfoBz9EujILpXmbQBaCBFUgvM7jiF2iJOzc5+QCiYqowAEAzEGhpHqYRAzrUxTccloNf3t3uZADbzv/+8P8rIiJvuePWNqcEAAAkpdnTYxBoQaN0wIX1WgAA7cAUYtEQbAFSzh6tcvDLu+umDzMfIwADNNdb7rjVCbhExSgWAAA6hx7JkvmNq2tGtdh/2wisoBl2fHSZqcMAAIkyAylJTqu6ne1QSql2J6IZlpeXZWhoqN3JABJlBl7MAIv5WBosLS3J4GD6KwLkE0B7dEoeIUI+AbRLp+QT5BHbT1CgBa3T7fmEXveNKUmBxnV7PgEgnmbkEazZAqTcx45k5GNHav9V0xJUAbajgwcekIMHHmh3MgBsEw8/+4V2JwGAIWqghf9hNEIHWgAAQGch2AJ0oItvOJzaUS1At7v4R1fIxT+6wneff/z+5+Ufv//51iQIQNfwapSlsRYAtg8z0MKoFgAAOgvBFiDFzBEtHzuSkYNf3l0TVNF/E2gB0oMgC4A4dGDl4We/UBNkIeACdKbXnHcT/7+IRAdYCLQAANB5su1OAABvt529VTeFmAijWIBW+YehU87vv7w04Dymf9e8Aiz/+P3Pyy+94T3NSh6ALhPUKKufe815N7UqSQASwP8swmKdFgAAOhsjW4CQPnjjO9py3tvO3qr5mTazn/6KzH76K+1OBtAUZlDlH4ZOOcGXfxg65QRYgkayMNIFQFT0ggeA7YtACwAAnYtgCxDSx7/01bYHXJIWtzHHDLIQcEE30YEVc2SL6ZeXBpwRK7/0hvc4mxcCLgAAAAhCoAUAgM7GNGJAl/nkHVc6v//hh+933cdrDviwUxx4BVZ+9uefl3M/8J5QxwDSzJwyzI3bVGIiUhNwsQMsTCkGPxfue7fz+08O/fc2pgSN+uQdV3p+70ahpxJjnQcAAAAA6CyMbAEiatfoljDMQIvb3yLJjmaxEWhBt/nlpYGazaQDMf/3f/yK/N//sf7/wi2wwggXeCHA0h3cvncboTs/sM4DAAAAAHQOgi1ABB//0ldF5EzAJc1BlyiSbND52Z9/PvYxgDSzgy7myBe3oAsjWRDFTw79d4IuHewPP3x/IiNbbARcAAAAAKAzNCXYcvToUfnN3/xNGRsbk/7+fnn1q18tjzzyiPO8Uko+8pGPyPT0tBQKBbnqqqvkySefrDnG6dOn5dZbb5WdO3dKsViU66+/Xl566aVmJBcI7YM3vkM+/qWvOlva2I08bo0+rznvJmd74o/65XO//tXYDTnjv/9OGf/9d0Z6DfkEOpk52uX/98fvdDY35pouOvgycEe+hantTOQRAIKQTwAIQj4BwA95BIDEqYTNz8+rc845R73nPe9RP/zhD9Xzzz+vvvOd76jnnnvO2efOO+9UpVJJfe1rX1MHDx5UN9xwg5qamlLLy8vOPjfffLOamZlR99xzj3r00UfVm970JnXgwAFVrVZDpWNpaUmJCBvbtto+eceV6pN3XBlq38/9+ledLep5Zj/9lZrNfn5paYl8go3NZxu4I9/2NLRz65Q8gnyCLW3bw89+QT387Bfano5WbJ2ST5BHsLG1byOfYGNjC9r88om05BHkE2xs7duCyhKNSDzY8qEPfUi94Q1v8Hx+a2tLTU5OqjvvvNN5rFKpqKGhIfWZz3xGKaXU4uKiyuVy6q677nL2OXr0qMpkMuruu///7d1/cFT1vf/xdyJhTTHsQGmyWX4ZnFakixlLWgUc0MyUQg2242gj0hgutDPpFKpXpyBjZ4Kd2uQyrbfjterUQcCvWtQrMkr7xQkVoZgoSrBNSEFGYgIOayw32cWCCSHv+wd3j3uSzW7C/jg/9vmYeY+7Zz85fD73JK/Z7ft+zu4a0TwIKoqKXdFNltE2XAY3WS612UJOUFR2l1Mygpyg7FY0W+yXE2QERVlX5ARFUYkqXk7YJSPICYqyrtLRbEn5bcReffVVKSsrkzvuuEMKCwvluuuuk6eeesp4vb29XYLBoCxatMg45vF4ZOHChdLY2CgiIgcPHpTz58+bxvj9fgkEAsaYwXp7eyUcDpsKwBc2L31JNi8deuuzf3vtDvm315L7/pmux1+UrseHfkH4cMgJAPFYlREi5ASc4d1jW62eguV4LwEgEXICQDx85gCQDilvthw/flyeeOIJ+epXvyqvv/661NTUyM9+9jN55plnREQkGAyKiEhRUZHp54qKiozXgsGgjB07ViZMmDDsmMHq6urE6/UaNXXq1FQvDXCsVDRZhmumRH9Xy4e/3TKic5ETAOKxKiNEyAnYW7LfseYmvJcAkAg5ASAePnMASIcxqT7hwMCAlJWVya9//WsREbnuuuvk8OHD8sQTT8jdd99tjMvJyTH9nKoOOTZYvDHr16+X++67z3geDocJKyCGS9nFEm/Xymh2tESQEwDisSojRDKbE6vK2mTTe7PScm6412gbLvM/usv0/K0rn0/ldCzDewkAiZATAOLJls8cADIr5TtbiouLZdYs8/9wcM0110hnZ6eIiPh8PhGRIR3erq4uo1vs8/mkr69Puru7hx0zmMfjkfHjx5sKwEWRXSyXeruw6N0rqUBOAIjHqowQyWxObHpvlqwqa5NVZW1p+zcAt+K9BIBEyAkA8WTLZw4AmZXyZsv8+fPl6NGjpmMffPCBTJ8+XURESkpKxOfzSUNDg/F6X1+f7N27V+bNmyciInPmzJG8vDzTmFOnTklra6sxBrCj3NvLJff2cqunkRapbLiQEwDiyaaMYGcL0u2tK583lVtkU07A/h6tWzCiY8gscgJAPGQEgLTQFDtw4ICOGTNGH374YT127Jg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ApLXjhtDt1GhWC0C7mNECAEykfAbLZTd/YcZntJTTZAFonVmNVwEAAAAAWqk4wyUvM10AaI6ZLQD0LPdrAQCmonj/uojOm/EL5FNxVkvWM1wAaJ6ZLQAA0ALnrdwX563cl/UwgDYpb7QAtEJ5c0WjBaDz2VsEoCeZ1QK0kiYLdDeNFgAAGnEZMQC60sgXH5zwMY0WoFU0WaA3uYQYAADVvD0HgK6koQIAtINGC7zpE+fvznoIAJArZrYA0LVO/eRHSzNcNF+AVqs1q2XnA2dmMBKg3TRYQHMFABrRbAGgq2myAABAexQbMPf88NyMRwIA2XMZMQAAAAAAgCZotgAAQAu4hBgAvcolxgBAswUAAKas1v1aAAAA6F2aLdClfnv2WVkPAQB6hlktAHS7RvdlMbsFgF6n2QJdqNho+e3ZZ9X8GAAAmrF4zcZYvGZj1sMAZtAnzt9dt+HSqBkDAN1OswW60Jdf/3HF55osAAC00t7bV0REaLhAD7nnh+eavQIAdWi2QJeqbrgAAO3hEmL0Kg0X6D31Zq9oxADQ6zRboENddvMXsh4CAPQsDRb4uWLTBegNEzVcXEYMgF53fNYDAKZmoibLBe97tfTx9/9mTkS8Obul+hJiE11SzEwYAJgaDRfQaGnGdwderrn83YW3jnvs3YW3zsSQoKVuvPIjFZ/f8bWHMhpJd/nCuotKH3/6pq0ZjgSAapot0IE23fbpccuKDRYAAKBz1WrC1FqmAUOWqu/fUmtWS7G5Umy63HjlRzRcmlTeaCl+ruECkB+aLdBhqhstxZkutRowAABAPlU3S8obKsXHNFnIs2LDpdHlw+742kPjZrkwNdVNFgDySbMFOly9Jkv1JcPKLxU20eXEAACAmVVsqlQ3UsqbLpos5NFU7tNiVgsA3U6zBbpMrSZKrXu3uEcLAABkr7zR0qjpAp2qOLtFwwWAbjYr6wEArVXeRPny6z8uNVo0VwAAID+qLxE2UaMFOtWD+6+o+FyjZfo+fdNW92YB6ABmtkAXqm6saLQAAED+1LonC3SD6kYLrVHecPnCuos0YAByxswW6GKPbfUrDgAAncKsFrrNg/uv0Hhpod+efVbpEuEaLQD540wsdKlio+WxrbMqmi4aMAAA0DrlJz+nQmOFblWruaLh0jquXAGQX866Qheq1VApb7pUN2DofMV3jDmIAQDIhoYL/NxHz/jGuGXFYxXHLNOn0QKQb862Qg8rNl00XrpLvYOXG69dOXMDAQDoAeUnP6fTcIFu89EzvhEP7r9iwoZLreUA0A36Ukop60G0w+joaAwMDGQ9DMjMVBoo771orKXfu1AoxPz581v6nO3Qqzlx47Ur444/fiDrYdDDOiUjIno3JyBrnZITMoJqC1ZfFBERP71ravdS+O7Ay2a5TJGcyC8NFfJCTgD1tCMjjm/pswG58d6LxsY1XFrdVAEAAH7eZImYeqMlwuXE6C4aLQD0Ks0W6GKaK9RiVgsAQOs022iBbvK2s66Kv//x/8p6GABdafi+4dLHu67ZNe7xt511VUSEHM5Q22/UsG7duujr64sbbrihtCylFLfccksMDQ3FnDlz4pJLLolnnnmm4uuOHDkS1113XSxYsCDmzp0bl19+eTz//PPtHi4ww2REc9521lWlP6aTceOVH2njaKA95ATQiJygk+1c+p3YufQ7WQ+jq8kIoBE5QafYdc2umo2WclM5T0RrtbXZ8uSTT8aXv/zlePvb316x/I477og777wz7rrrrnjyySdjcHAw3v/+98dLL71UWueGG26IRx55JDZs2BCPP/54vPzyy7FixYp444032jlkYAbJiOZM9o/njVd+pFTFz6FTyAmgETlBXkxnVkuxyXLe3/5aq4fDv5IRQCNygrwbvm+4YlZLLRosOZHa5KWXXkpnn3122rx5c7r44ovT9ddfn1JKaWxsLA0ODqb169eX1n3ttdfSwMBAuvvuu1NKKR0+fDjNnj07bdiwobTOCy+8kGbNmpU2bdo0qe9fKBRSRCilMqhCoZD7jOiGnHjbWVeVqtbjN175kQkr67Gr3q7JZIScUKq3q1NyQkaoiEgLVl+UFqy+aMpft3Ppd9LOpd/JfPydWo45lFKNSk6oTq/h+4ZrVq11y88RFc8Tlf9b7/xRr9Zkjzmmom0zWz71qU/FBz/4wfgP/+E/VCzfs2dPHDx4MJYvX15a1t/fHxdffHFs27YtIiK2b98er7/+esU6Q0NDMTw8XFqn2pEjR2J0dLSigPya6YyI6L6ccA1Oup2cABpxzEEWLnjfqzWXl9+7pfh59bJyZrO0n30JoBE5QR5NZiZLI8WZLtUzXiYzA8YVUabv+HY86YYNG2LHjh3x5JNPjnvs4MGDERGxcOHCiuULFy6MvXv3ltY54YQT4qSTThq3TvHrq61bty5uvfXWVgwfaLMsMiKiO3NiOg2XO772UBtGAq0lJ4BGHHOQhVqNlp/etbXUVJmouVJcXn2pMQ2X9rEvATQiJ+hWxXNFtRor9c4jabI0r+UzW/bv3x/XX399fPWrX40TTzxxwvX6+voqPk8pjVtWrd46N910UxQKhVLt379/6oMH2i6rjIjorZyY6A+kRgudQE4AjTjmIEvf/5s5DZsr5SazDq1lXwJoRE7QaXZds6tUtdRqovz9j//XuKrnjq89VCqmp+UzW7Zv3x4jIyOxbNmy0rI33ngjtm7dGnfddVc8++yzEfFm93fRokWldUZGRkrd4sHBwTh69GgcOnSoojs8MjISF154Yc3v29/fH/39/a3eHKDFssqICDkBnUJOAI045iAr5Y2Woqk0Uyaa4UJr2ZcAGpET5NlEDZVGXG4+ey2f2fK+970vdu7cGU8//XSpzj///Pj4xz8eTz/9dJx11lkxODgYmzdvLn3N0aNHY8uWLaUgWrZsWcyePbtinQMHDsSuXbvqhhWQfzJiZtR6F4J3JtAp5ATQiJwgD6qbLNUNlJ/etVVTJSMyAmhETpBXae38iqrnE+fvjk+cv3vcx42UrzfZr2FyWj6zZd68eTE8XHkDn7lz58Ypp5xSWn7DDTfE5z//+Tj77LPj7LPPjs9//vPxlre8JT72sY9FRMTAwEB84hOfiM9+9rNxyimnxMknnxy/+7u/G+edd964G1YBnUVGzJw7vvZQ3HjlR6bVZJn14Utj7M+/1YZRQWNyAmhETjDTFqy+qOnGicbLzJERQCNygrzqu3V0yl9Tr3lyzw/PHffYPT88V5OlTVrebJmMG2+8MV599dX45Cc/GYcOHYoLLrgg/vqv/zrmzZtXWucP//AP4/jjj4+PfvSj8eqrr8b73ve+uO++++K4447LYsjADJIRrTPdRkvxXw0X8kpOAI3ICSar+uaxE12Co9hw+eldWye8dFh1Q8Vlw/JLRgCNyAnabfGajbH39hWTXn/3L50T5z77o5Z872LDpbwZQ/P6Ukop60G0w+joaAwMDGQ9DOhJhUIh5s+vP9UxD+TEeMVGS0RotNA2nZIREXICstIpOSEjOl91o6VcedNlqje5r27IaLa0npwAGpET5NXiNRsrPp9Mw2X3L50TETFhs2WimSrFZkr5rJbpuPHalXHHHz8wra/Nq3ZkRCYzWwDIPzNbAIBuVq/RUny82HCpN5ullqk2ZwCA3lDdaJmMYqOl+PG5z/5oXPNlMpcLm+jyYZNtwHRjw6XVZmU9AADyoXxWCwBAN2vUaKm1XjM3vF+w+qJSAQC9q3oWy2RmtVTPZilvvtRyzw/PbcvlwTRaGjOzBQAAAKah2HyZ6qwXlxUDgN41lfu0FJXPZik3lfu4THSpscnQaJkcM1sAiAj3aAEAesNkZ7VMxVRmvWi0AABT1Wg2SzOaacJQSbMFgJo0XwCAblR+4/tG65Wve97KfRFRv1lS3nSpXq+Zy5ABAL1rokbLuc/+qO6sFk2UmafZAkBJscGi0QIAdLNiI2WixstEy4sNl0Z+etfWmpcWc88WAGCqqhsqjZosk1G8p0u77u/Sq/pSSinrQbTD6OhoDAwMZD0M6EmFQiHmz5+f9TAakhOQjU7JiIiZy4niO5Wa3WGGbtEpOWFfovect3Jf7HzgzIiImPXhSyOi/ptUJmqumOHSPDkBNCIn6GWTmdXSiibLrA9fOuG+UL371BXfwFLcr8pCOzLCzBYAgAy189q7ALTWzgfOjFkfvnTCEwuPbZ0Vj2198zDbLBYAICuNGimtarQ00mv7Q8dnPQAAAADIs1onExqdYDB7hVYavm84dl2zK+thANBB7vnhueNmuLTjkmHV+0Rjf/6tmPXhS+Ond735xpTb9r/5RpSbzxhr+ffOG80WAIAMVM9ocQkxgHxq1FQpv5zYey+a+CTCyBcfLH186ic/2prB0ROG7xvOeggAdKDJXEpsOiazb1RsuEx0ibEsLx/WTpotANBil2z/g4rPv73ssxmNhE6h0QLQ2erdt6W8yVK9TNOFqTC7BYBW+8T5uyc122UylwyrVtw/6oUZLUXu2QIALVTdaJloGQDQ/Wo1WqbyOADAdEw0q6V8efHjT5y/u1QTqffGklqm05zpBpotADADNFyYiFktAPlW7+TC2J9/q+7jZq7QKruu2WVWCwCT0ujyYe26vFi5qTZnuoVmCwDMEA0Xqmm0AOTfRO/MnOxJBA0XmqXJAsBUFC8L1ujyYPf88NxJXUKMyXPPFgCYQZds/wP3cCEiNFoA8uTB/VdERMRHz/hGaVkrL39RbLhUXzZMI4ZG0tr50XfraNbDAKDDTKWJMtl1ize9r17Gz5nZAgAz7JLtf2CWCwDkRLHRUv1xI5Ntxtz7oYdKH5/6yY9WFNST1s7PeggAdLiJGinTvZRYeXNFo2U8zRYAaKGpzFrRdAGAbE22uTLRyYSpNFzKmy4AADOl1ZcKa3TPul7mMmIA0EbfXvZZDZUes3jNxth7+4rSvxDx5onW//IXH8l6GMAkPLj/iorLiUW82VQpXjqj/BIa1ScaNFRop/KZLi4tBsBU3PPDc+vOZqn1BpTq/SEa02wBgBZzTxYWr9mY9RDIESdfIb+KJxEmM8OlfBbLdN/NqfHKdLicGACtMFHDZaL9oFr3tKM+lxGDDnLeyn2lKn5e/i8A2dt7+4rSjBZNFyLCiVXIueoTDM2cUGj0+y4PaBUNGACmo3hJseK/U7lfHY1ptkCHmKihUt5w0XSBfPr2ss9OONvFLJjuVd50ASdYIb/Kmyv1Gi3NXptcDjBVLhUGQDtotLSPy4hBhzpv5b7Y+cCZWQ8Des7/d9P/GxERH1h3XcYjAQBapd2Xx9BoYbqKDRf3awEgCy4hNjWaLZBz1bNVdj5w5rjLh5Uv04CB9vrAuutKDZepMosFADpHcSbLrA9fWjGrpfrzahortEPfraMuHQZAS5U3Ulp5WdVe1pdSSlkPoh1GR0djYGAg62FAS5U3XsobLOXL8qBQKMT8+fk/EJATkI1OyYgIOQFZ6ZSckBG9p1GjhZnT7TlRvO+bS5LC9HV7TgDNaUdGuGcL5Nxt+2fFbfsrf1Xz0lSBXrRz6Xdi59LvZD0MoEc8+dz9WQ8BKDPVRovfYaaj2GgBADqLZgt0oPNW7svtrBboduf97a/FeX/7a3XX+cHj98UPHr9vZgYEdI2JTso6WQvQO8obLWa1AEBn0WyBHCuf0XLb/lmx84EzK5oqxc81WiA/NFmAZhQbK08+d39Fk0XDBTrTO86+2u8vU1JssGi0AEDnOT7rAQATu/mMsXGXEIswiwVmyncHXi59/O7CW0vLih8XTdRg+cHj98Wvvueadg0P6DKNTsoWH3vH2VfP1JCAFvA7y2S5TwsAdDYzW2CSbrzyI5l835vPGKv4N29GvvhgjHzxwayHAW1R3lT57sDLpebLdwdeLjVYGs1kMdMFmCrvggfoXRotANC5NFtgku742kOZN1xardmTOeVNFg0XukmxsVI+s6XcuwtvLc1Y+dX3XFOqiWi4AADQiEYLAHQ2lxGDLvOFdReVPv70TVtrrjPRNeAne4mDiRor//gH98UvfvaaST0H5Fn5JcNqqXUpsYioaLhUN1hcUox63nbWVaWP//7H/yvDkTBdX1h30YR/d6eieCkx93kAAADoLGa2wBRlNbtlMsobLbU+j2jtbJZqGi10m3cX3lpR5YqNmP/79x+M//v3x/9e1GqsmOHCRDRYukOtv7vTUXzzg/s8AAAAdA7NFpiCO772UES82XDJc9NlKlp5Qucf/+C+pp8D8qy66VI+86VW08VMFqbi73/8vzRdOtinb9rakpkt1TRcAAAAOkNbmi0vvPBC/OZv/maccsop8Za3vCX+/b//97F9+/bS4ymluOWWW2JoaCjmzJkTl1xySTzzzDMVz3HkyJG47rrrYsGCBTF37ty4/PLL4/nnn2/HcGHSbrzyI3HH1x4qVd5Un+SpddLnHWdfXapdn3lL3Puhh5o+kXPqJz8ap37yo1P6GjlBJyuf7fL/+92PlqqW8nu6FJsvb1134gyOtjPJCKAROQE0IieAemQE0HKpxX72s5+lxYsXp2uuuSZ9//vfT3v27EmPPvpo+j//5/+U1lm/fn2aN29e+vrXv5527tyZVq5cmRYtWpRGR0dL66xatSqddtppafPmzWnHjh3pve99b1q6dGk6duzYpMZRKBRSRCjVU/WFdRelL6y7aFLr3vuhh0o11e8z8sUHK6r68UKhICeUqlNvXXdi5mPIsjolI+SEyls9+dz96cnn7s98HDNRnZITMkKp7EpOKKUaVb2cyEtGyAmlsqtG+xLT0fJmy5o1a9J73vOeCR8fGxtLg4ODaf369aVlr732WhoYGEh33313Simlw4cPp9mzZ6cNGzaU1nnhhRfSrFmz0qZNmyY1DkGlVO0qb7JMteFS3WSZbrNFTijV29UpGSEnVN5KsyV/OSEjlMqu5IRSqlHVy4m8ZIScUCq7akezpeWXEfvmN78Z559/fnzkIx+JU089NX75l385vvKVr5Qe37NnTxw8eDCWL19eWtbf3x8XX3xxbNu2LSIitm/fHq+//nrFOkNDQzE8PFxap9qRI0didHS0ooCfu/dDD8W9Hxp/6bP/8hcfif/yF83df2bkiw/GyBfH3yB8InICqCerjIiQE3SGJ5+7P+shZM6+BNCInADqccwBtEPLmy0//vGP40tf+lKcffbZ8Vd/9VexatWq+PSnPx1/8id/EhERBw8ejIiIhQsXVnzdwoULS48dPHgwTjjhhDjppJMmXKfaunXrYmBgoFRnnHFGqzcNOlYrmiwTNVPK79Xyj39w36SeS04A9WSVERFygnxr9h5r3cS+BNCInADqccwBtMPxrX7CsbGxOP/88+Pzn/98RET88i//cjzzzDPxpS99KX7rt36rtF5fX1/F16WUxi2rVm+dm266KT7zmc+UPh8dHRVWUMN0ZrHUm7UylRktRXICqCerjIiY2Zz4xPm7454fntuW56Z7TbXh8u6ffKzi8+/+wp+1cjiZsS8BNCIngHp65ZgDmFktn9myaNGiOPfcyhMHb3vb22Lfvn0RETE4OBgRMa7DOzIyUuoWDw4OxtGjR+PQoUMTrlOtv78/5s+fX1HAm4qzWKZ7ubDy2SutICeAerLKiIiZzYl7fnhufOL83fGJ83e37XtAt7IvATQiJ4B6euWYA5hZLW+2vPvd745nn322Ytk//MM/xOLFiyMiYsmSJTE4OBibN28uPX706NHYsmVLXHjhhRERsWzZspg9e3bFOgcOHIhdu3aV1oE8mvXhS2PWhy/Nehht0cqGi5wA6umljDCzhXb77i/8WUV1i17KCfLvC+sumtQyZpacAOqREUBbpBb7wQ9+kI4//vh02223peeeey796Z/+aXrLW96SvvrVr5bWWb9+fRoYGEgPP/xw2rlzZ7ryyivTokWL0ujoaGmdVatWpdNPPz09+uijaceOHenSSy9NS5cuTceOHZvUOAqFQooIpWa0Zn340szH0O4a+eKDFVW+7B//4L4UEalQKMgJpdSE1SkZISeUyq46JSdkRO/VZTd/oeLzL6y7aMLKeqzdXnJCKdWo6uVEXjJCTiiVXTXal5iOljdbUkrpL/7iL9Lw8HDq7+9P55xzTvryl79c8fjY2Fhau3ZtGhwcTP39/emiiy5KO3furFjn1VdfTatXr04nn3xymjNnTlqxYkXat2/fpMcgqJRqT1U3WsqXTbbZIieU6u3qlIxoVU4M3zc8bllaO7+isn5NlMpbdUpO2Jfovbrs5i9UNFw0W7IrOaGUalSNciIPGSEnlMqu2tFs6UsppehCo6OjMTAwkPUw6CIP7r8iIiI+esY3xj1247Ur444/fmBmB5SRkS8+WPq4/NJiI198MF569ZX4xc9eE4VCoSOuOSonIBudkhERrcmJ4fuGIyJi1zW7IiIira3c9r5bR5t6fuhGnZIT9iV602U3fyE23fbprIfR8+QE0IicAOppR0a0/J4t0GtuvHZl1kOYUa28d0u3WLxmYyxeszHrYQA5VWyyRIxvtEy0DOr57sDLWQ8BeppGCwAAtRyf9QAgr4ozWYo+esY3KpZVN1l6aXaLhst4e29fkfUQ6HDn/sJvVXy++yd/ktFIaJViE6Xv1tHYdc2uCZsqZrZQz0SNleLydxfeOpPDAQAAYAJmtkADHz3jG6VLhxX/nWg2S6/NcuFNGi00q7rRQu/QaKFZ3x142UwXAACAHNBsgTpq3Z+lnl6Z2QI05+S1/0/p44kaLRow3cOMFqZrKk0UDRcAAIBsuYwYTGCiRkv17BUNlje5tBhMzclr/5/42a1/mPUwmCHuy8JUaZ4AAAB0FjNbYIqKzZU7/vgBjRagae7N0r3qzVwxq4WpeHfhre7NAgAAkHNmtsA0aLIAzSif0eJyYUA95U2W4sdmvQAAAOSPZgsA5Mjun/yJBkyXM6uFRho1U8xyAQAAyB/NFgDIieIlxVxarHtptDAZ7y681ewVAACADqPZAgAZKp/Jcu4v/JZGSxfSYGE6ymev/H83/b+ljz+w7rrSxz94/L6Kr/nV91zT7mEBAAAwgVlZDwAAoFtptNAqH1h3XUWjJWJ8c+UHj983rgED3WD3L52T9RAAAKAhM1sAIGNmtwD1VDdZypnNQrfTaAEAoFOY2QIAOaDBAgC1nfvsj7IeAgAANGRmCwDkhIYLAFTSaAEAoFOY2QIAAAAAANAEzRYAAAAAAIAmaLYAAAAAAAA0QbMFAAAAAACgCZotAAAAAAAATdBsAQAAAAAAaIJmCwAAAAAAQBM0WwAAAAAAAJqg2QIAAAAAANAEzRZmzCfO3x2fOH931sMAAAAAAICWOj7rAdD5ig2Ue3547rhmyj0/PLdineLHxeUAAADT1Ypjixuv/Ejdx+/42kNNPT8AAL3BzBamrXqmykSzVmotN8MFAABohXYfWzRqxgAAQIRmC21W78BHwwUAAGjGPT88t+mZLZOZuaLhAgBAI5otTFuzBzUuJQYAANQzfN9wDN83nPUwIuLNhoumCwAAE9FsoSkaJgAAQKdzXxYAAJql2UJbNGrCaNIAAACN7Lpm14x9rzu+9lDDpoumDAAAE9FsoSXKr5V8zw/PdT8WAACgJWay4RJRv6HiMmIAAExEs4Wmlc9SKW+4TGZ9AACATqLhAgBALS1vthw7diz++3//77FkyZKYM2dOnHXWWfF7v/d7MTY2VlonpRS33HJLDA0NxZw5c+KSSy6JZ555puJ5jhw5Etddd10sWLAg5s6dG5dffnk8//zzrR4ubVQ+2wXKyQm6zbt/8rGsh9BVZATQiJygXW68duXk1tNwyT05AdQjI4C2SC32P/7H/0innHJK2rhxY9qzZ0966KGH0lvf+tb0R3/0R6V11q9fn+bNm5e+/vWvp507d6aVK1emRYsWpdHR0dI6q1atSqeddlravHlz2rFjR3rve9+bli5dmo4dOzapcRQKhRQRKif1ifN3p0+cvzvzcaiZqUKhICdUz9S7f/Kx9O6ffCzzcXRSdUpGyAmlsqtOyQkZ0V1147Ur043Xrvz551d+ZFyVP5b1eHu95IRSqlHVy4m8ZIScUCq7arQvMR0tb7Z88IMfTNdee23Fsl//9V9Pv/mbv5lSSmlsbCwNDg6m9evXlx5/7bXX0sDAQLr77rtTSikdPnw4zZ49O23YsKG0zgsvvJBmzZqVNm3aNKlxCKp8lWZLb1WjsJITqluq2GjRbJladUpGyAmlsqtOyQkZ0V1VbLZUN11UPktOKKUaVb2cyEtGyAmlsqt2NFtafhmx97znPfE3f/M38Q//8A8REfG3f/u38fjjj8d/+k//KSIi9uzZEwcPHozly5eXvqa/vz8uvvji2LZtW0REbN++PV5//fWKdYaGhmJ4eLi0TrUjR47E6OhoRQH5JCfoFt/9hT8rFa2TVUZEyAnoFPYlaIc7/viBcctcLqxzyQmgHsccQDsc3+onXLNmTRQKhTjnnHPiuOOOizfeeCNuu+22uPLKKyMi4uDBgxERsXDhwoqvW7hwYezdu7e0zgknnBAnnXTSuHWKX19t3bp1ceutt7Z6c2ixT5y/231ckBNAXVllRIScgE5hX4J2KTZcivduueNrD2U5HJogJ4B6HHMA7dDymS0PPPBAfPWrX40/+7M/ix07dsT9998fv//7vx/3339/xXp9fX0Vn6eUxi2rVm+dm266KQqFQqn279/f3IbQEm8766p421lXxT0/PFeThRI5AdSTVUZEyAnoFPYlaLdas1zoLHICqMcxB9AOLZ/Z8t/+23+Lz33uc/Ebv/EbERFx3nnnxd69e2PdunVx9dVXx+DgYES82f1dtGhR6etGRkZK3eLBwcE4evRoHDp0qKI7PDIyEhdeeGHN79vf3x/9/f2t3hym6W1nXVXz820/W5fFcMgZOQHUk1VGRMgJ6BT2JYBG5ARQj2MOoB1aPrPllVdeiVmzKp/2uOOOi7GxsYiIWLJkSQwODsbmzZtLjx89ejS2bNlSCqJly5bF7NmzK9Y5cOBA7Nq1q25YMfOKM1fKPy5+/vc//l/j1q+1jN4jJ5iKez/0UKnoDTICaEROAI3ICaAeGQG0RWqxq6++Op122mlp48aNac+ePenhhx9OCxYsSDfeeGNpnfXr16eBgYH08MMPp507d6Yrr7wyLVq0KI2OjpbWWbVqVTr99NPTo48+mnbs2JEuvfTStHTp0nTs2LFJjaNQKKSIUDNQbzvrqlKVf17+eNZjVDNbhUJBTqim67Gts9JjW2eVPr/3Qw9lPibVmuqUjJATSmVXnZITMkKp7EpOKKUaVb2cyEtGyAmlsqtG+xLT0fJmy+joaLr++uvTmWeemU488cR01llnpZtvvjkdOXKktM7Y2Fhau3ZtGhwcTP39/emiiy5KO3furHieV199Na1evTqdfPLJac6cOWnFihVp3759kx6HoJq5qm62KNUorOSEalTFRkt5w0WzpXuqUzJCTiiVXXVKTsgIpbIrOaGUalT1ciIvGSEnlMqu2tFs6UsppehCo6OjMTAwkPUwekb5PVpcKoxCoRDz58/PehgNyYl8emzr+CtcvveisQxGQrt0SkZEyAnISqfkhIyA7MgJoBE5AdTTjow4vqXPRs/Y/UvnxLnP/ijrYQA9QKMFAADIm1kfvrT08diffyvDkQCQF+PfPgwN7P6lcyr+jfj5bBazWoBmlTdXNFoAAIC8K2+8ANC7zGxh0sqbK7VotACtoskCAABk4cZrV0ZExB1//MCUvs5MFwA0W5iUWo2Wc5/9kcuJAQAAAF2n2HSJmHrjBYDe5DJiTFmxudJopgsAAABAJ7jx2pUVDZZGj9WavWJGC0Bv02yhofKmSrHRcu6zPyoVAAAAQKdq1SyWWR++VMMFoIe5jBgNaagAAAAAvWCi2S2TbcJouAD0LjNbAAAAACB+3lQp/7e60TLrw5fGrA9fWvPrNVoAepeZLQAAAAD0rFqzViaa4QIAE9FsAQAAAIB/dccfPxA3Xruyogkz0UwWAChyGTEAAAAAKDPZe7QAQJFmCwAAAADUMfbn33I/FgDqchkxAAAAAGigeCkxTRcAatFsAQAAAIAGNFkAqMdlxAAAAAAAAJpgZss0Dd83XPp41zW7MhwJAAAAAACQJTNbyqS18ys+H75vuKKpUr4cAAAAAAAgwsyWiKhssqS186Pv1tFx62iwAAAAAAAAtZjZUkfx8mD1Gi0uIQYAAAAAAL1NsyWiNJOl79bRmrNaAAAAAAAAJqLZ8q/qXTqsevZK8XOzWgAAAAAAAM2WOsovI1beYCn/HAAAAAAA6G3HZz2AvKu+b4tGCwAAAAAAUE6zZZI0WAAAAAAAgFpcRgwAAAAAAKAJmi0AAAAAAABN0GwBAAAAAABoQs80Wxav2RiL12zMehgAAAAAAECXOT7rAcykvbevyHoIAA194vzdpY/v+eG5GY4EAACAdjtv5b7Y+cCZWQ8DgCb1zMwWjRagE5U3XgAAAOge563cV/NjADpTzzRbADqB5goAAEB302QB6E6aLQA5pwEDAADQPVwyDKA7TbnZsnXr1vjQhz4UQ0ND0dfXF9/4xjcqHk8pxS233BJDQ0MxZ86cuOSSS+KZZ56pWOfIkSNx3XXXxYIFC2Lu3Llx+eWXx/PPP1+xzqFDh+Kqq66KgYGBGBgYiKuuuioOHz485Q0EZt7KlStlxDTd88Nz3aeFrvfd737XvgRQl5wAGnHMQTcyy6W15AQw06bcbPmXf/mXWLp0adx11101H7/jjjvizjvvjLvuuiuefPLJGBwcjPe///3x0ksvlda54YYb4pFHHokNGzbE448/Hi+//HKsWLEi3njjjdI6H/vYx+Lpp5+OTZs2xaZNm+Lpp5+Oq666ahqbCMy04eFhGTEFu3/pnFIVFZsuxcaL2S10k1deecW+BFCXnAAaccxBNynOdDHjpbXkBDDjUhMiIj3yyCOlz8fGxtLg4GBav359adlrr72WBgYG0t13351SSunw4cNp9uzZacOGDaV1XnjhhTRr1qy0adOmlFJKu3fvThGRvve975XWeeKJJ1JEpB/96EeTGluhUEgRoZTKoAqFQu4zIg85sfuXzhlXE637ifN3p0+cvzvz11apVlQxI+SEUmqi6pSckBFKZVeOOZRSjUpOKKXqVfkxR6u09J4te/bsiYMHD8by5ctLy/r7++Piiy+Obdu2RUTE9u3b4/XXX69YZ2hoKIaHh0vrPPHEEzEwMBAXXHBBaZ13vvOdMTAwUFqn2pEjR2J0dLSigHzJMiMi8pMTw/cN11x+7rM/avi1ZrjQ7eQE0IhjDqAe+xJAI3ICaJeWNlsOHjwYERELFy6sWL5w4cLSYwcPHowTTjghTjrppLrrnHrqqeOe/9RTTy2tU23dunWl6yMODAzEGWec0fT2AK2VZUZE5Csnhu8brmiuNGq0VF9WDLqVnAAaccwB1GNfAmhETgDt0tJmS1FfX1/F5ymlccuqVa9Ta/16z3PTTTdFoVAo1f79+6cxcmAmZJEREfnJiV3X7Ipd1+yKiDebLJOZ0QK9ptdzAmjMMQdQj30JoBE5AbRaS5stg4ODERHjurcjIyOlbvHg4GAcPXo0Dh06VHedf/qnfxr3/P/8z/88rutc1N/fH/Pnz68oIF+yzIiIfOVEWjs/0lo5BdXkBNCIYw6gHvsSQCNyAmiXljZblixZEoODg7F58+bSsqNHj8aWLVviwgsvjIiIZcuWxezZsyvWOXDgQOzatau0zrve9a4oFArxgx/8oLTO97///SgUCqV1gM4jI8Y3WTRcoJKcABqRE0A9MgJoRE4AbZOm6KWXXkpPPfVUeuqpp1JEpDvvvDM99dRTae/evSmllNavX58GBgbSww8/nHbu3JmuvPLKtGjRojQ6Olp6jlWrVqXTTz89Pfroo2nHjh3p0ksvTUuXLk3Hjh0rrXPZZZelt7/97emJJ55ITzzxRDrvvPPSihUrJj3Ow4cPp4hQSmVQW7duzX1GZJUThc/Nq6isXyulsqjnn3++I/Yl7E8olV11Sk7ICKWyK8ccSqlGJSeUUvXq8OHDU/pdnYwpN1see+yxmoO7+uqrU0opjY2NpbVr16bBwcHU39+fLrroorRz586K53j11VfT6tWr08knn5zmzJmTVqxYkfbt21exzosvvpg+/vGPp3nz5qV58+alj3/84+nQoUOTHuc//uM/Zv6CKaV+XnnLCDmhVHb14IMP1lwuJ5RSxeqUnJARSuWr8pYRckKp/JWcUEoVa//+/VP6XZ2MvpRSii50+PDhOOmkk2Lfvn0xMDCQ9XBaZnR0NM4444zYv39/V13TsVu3K6J7t63WdqWU4qWXXoqhoaGYNaulVylsCznRWWxXZ+mGjIiQE53GdnWWbsiJbs2IiN76uesGvbRdciIfeulnrhv02nbJiXzotZ+7TtdL29XOjDi+pc+WI8X/qIGBga76ASnq1htodet2RXTvtlVvVyftGMiJzmS7OksnZ0SEnOhUtquzdHJOdHtGRPTOz1236JXtkhP50Ss/c92il7ZLTuRHL/3cdYNe2a52ZUT+27sAAAAAAAA5ptkCAAAAAADQhK5ttvT398fatWujv78/66G0lO3qPN26bd2wXd2wDbXYrs5iu/KtW7ajmu3qLLYrv7phGybSrdtmuzpLN2xXN2xDLbars9iufOuW7ahmuzqL7WqNvpRSmpHvBAAAAAAA0IW6dmYLAAAAAADATNBsAQAAAAAAaIJmCwAAAAAAQBM0WwAAAAAAAJqg2QIAAAAAANCErm22fPGLX4wlS5bEiSeeGMuWLYvvfOc7WQ9pQuvWrYt3vOMdMW/evDj11FPjiiuuiGeffbZinWuuuSb6+voq6p3vfGfFOkeOHInrrrsuFixYEHPnzo3LL788nn/++ZnclAq33HLLuDEPDg6WHk8pxS233BJDQ0MxZ86cuOSSS+KZZ56peI68bVNExC/8wi+M266+vr741Kc+FRGd81pt3bo1PvShD8XQ0FD09fXFN77xjYrHW/X6HDp0KK666qoYGBiIgYGBuOqqq+Lw4cNt3rrGOikjIuSEnJATWZAT+fidkhP5fq3kROfkhIyQEVltl5yQE1n/TsmJfL9WMqJzMiJCTsgJOdFQ6kIbNmxIs2fPTl/5ylfS7t270/XXX5/mzp2b9u7dm/XQavqP//E/pnvvvTft2rUrPf300+mDH/xgOvPMM9PLL79cWufqq69Ol112WTpw4ECpXnzxxYrnWbVqVTrttNPS5s2b044dO9J73/vetHTp0nTs2LGZ3qSUUkpr165N/+7f/buKMY+MjJQeX79+fZo3b176+te/nnbu3JlWrlyZFi1alEZHR0vr5G2bUkppZGSkYps2b96cIiI99thjKaXOea3+8i//Mt18883p61//eoqI9Mgjj1Q83qrX57LLLkvDw8Np27Ztadu2bWl4eDitWLFipjazpk7LiJTkhJyQEzNNTuTnd0pO5Pu1khOdkxMyQkZktV1yQk5k/TslJ/L9WsmIzsmIlOSEnJATjXRls+VXf/VX06pVqyqWnXPOOelzn/tcRiOampGRkRQRacuWLaVlV199dfrP//k/T/g1hw8fTrNnz04bNmwoLXvhhRfSrFmz0qZNm9o53AmtXbs2LV26tOZjY2NjaXBwMK1fv7607LXXXksDAwPp7rvvTinlc5tquf7669Mv/uIvprGxsZRSZ75W1UHVqtdn9+7dKSLS9773vdI6TzzxRIqI9KMf/ajNWzWxTs+IlOSEnJh5ckJOyIn2khNyYqbJCBmRBTkhJ7IgJ2rL43bJiM7KiJTkhJyYeXnPia67jNjRo0dj+/btsXz58orly5cvj23btmU0qqkpFAoREXHyySdXLP/2t78dp556avzbf/tv47/+1/8aIyMjpce2b98er7/+esV2Dw0NxfDwcKbb/dxzz8XQ0FAsWbIkfuM3fiN+/OMfR0TEnj174uDBgxXj7e/vj4svvrg03rxuU7mjR4/GV7/61bj22mujr6+vtLwTX6tyrXp9nnjiiRgYGIgLLrigtM473/nOGBgYyGxbuyEjIuSEnMienMg/OSEnsiYn8k1GyIg8kBP5JifkRNZkRP7JCTmRtbzlRNc1W37605/GG2+8EQsXLqxYvnDhwjh48GBGo5q8lFJ85jOfife85z0xPDxcWv6BD3wg/vRP/zS+9a1vxR/8wR/Ek08+GZdeemkcOXIkIiIOHjwYJ5xwQpx00kkVz5fldl9wwQXxJ3/yJ/FXf/VX8ZWvfCUOHjwYF154Ybz44oulMdV7nfK4TdW+8Y1vxOHDh+Oaa64pLevE16paq16fgwcPxqmnnjru+U899dTMtrXTMyJCTsiJfGyXnMg3OSEn8kBO5JeMkBF5ISfyS07IiTyQEfkmJ+REHuQtJ46f0ug7SHmHLuLNAKhelkerV6+Ov/u7v4vHH3+8YvnKlStLHw8PD8f5558fixcvjv/9v/93/Pqv//qEz5fldn/gAx8ofXzeeefFu971rvjFX/zFuP/++0s3W5rO65Sn1/Kee+6JD3zgAzE0NFRa1omv1URa8frUWj8P29qpGREhJ+REPrarSE7kk5yQE3kiJ/JHRsiIvJET+SMn5ESeyIh8khNyIk/ykhNdN7NlwYIFcdxxx43rOI2MjIzrcOXNddddF9/85jfjsccei9NPP73uuosWLYrFixfHc889FxERg4ODcfTo0Th06FDFenna7rlz58Z5550Xzz33XAwODkZE1H2d8r5Ne/fujUcffTT+r//r/6q7Xie+Vq16fQYHB+Of/umfxj3/P//zP2e2rZ2cERFyIkJO5GG7IuREnskJOZGH7YqQE3klI2REHrarSE7kk5yQE3nYrggZkWdyQk7kYbsi8pcTXddsOeGEE2LZsmWxefPmiuWbN2+OCy+8MKNR1ZdSitWrV8fDDz8c3/rWt2LJkiUNv+bFF1+M/fv3x6JFiyIiYtmyZTF79uyK7T5w4EDs2rUrN9t95MiR+Pu///tYtGhRLFmyJAYHByvGe/To0diyZUtpvHnfpnvvvTdOPfXU+OAHP1h3vU58rVr1+rzrXe+KQqEQP/jBD0rrfP/7349CoZDZtnZiRkTIiSI5kY/tipATeSQn3iQn8rFdEXIib2TEm2REPrarSE7ki5x4k5zIx3ZFyIg8khNvkhP52K6IHOZE6kIbNmxIs2fPTvfcc0/avXt3uuGGG9LcuXPTT37yk6yHVtPv/M7vpIGBgfTtb387HThwoFSvvPJKSimll156KX32s59N27ZtS3v27EmPPfZYete73pVOO+20NDo6WnqeVatWpdNPPz09+uijaceOHenSSy9NS5cuTceOHctkuz772c+mb3/72+nHP/5x+t73vpdWrFiR5s2bV3od1q9fnwYGBtLDDz+cdu7cma688sq0aNGiXG9T0RtvvJHOPPPMtGbNmorlnfRavfTSS+mpp55KTz31VIqIdOedd6annnoq7d27N6XUutfnsssuS29/+9vTE088kZ544ol03nnnpRUrVszYdtbSaRmRkpyQE3JipsmJ/PxOyYl8v1ZyonNyQkbIiKy2S07Iiax/p+REvl8rGdE5GZGSnJATcqKRrmy2pJTS//yf/zMtXrw4nXDCCelXfuVX0pYtW7Ie0oQiombde++9KaWUXnnllbR8+fL0b/7Nv0mzZ89OZ555Zrr66qvTvn37Kp7n1VdfTatXr04nn3xymjNnTlqxYsW4dWbSypUr06JFi9Ls2bPT0NBQ+vVf//X0zDPPlB4fGxtLa9euTYODg6m/vz9ddNFFaefOnRXPkbdtKvqrv/qrFBHp2WefrVjeSa/VY489VvPn7uqrr04pte71efHFF9PHP/7xNG/evDRv3rz08Y9/PB06dGiGtnJinZQRKckJOSEnsiAn8vE7JSfy/VrJic7JCRkhI7LaLjkhJ7L+nZIT+X6tZETnZERKckJOyIlG+lJKafLzYAAAAAAAACjXdfdsAQAAAAAAmEmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATNFsAAAAAAACaoNkCAAAAAADQBM0WAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAmaLQAAAAAAAE3QbAEAAAAAAGiCZgsAAAAAAEATct9s+eIXvxhLliyJE088MZYtWxbf+c53sh4SkCMyAmhETgCNyAmgHhkBNCIngIicN1seeOCBuOGGG+Lmm2+Op556Kn7t134tPvCBD8S+ffuyHhqQAzICaEROAI3ICaAeGQE0IieAor6UUsp6EBO54IIL4ld+5VfiS1/6UmnZ2972trjiiiti3bp1GY4MyAMZATQiJ4BG5ARQj4wAGpETQNHxWQ9gIkePHo3t27fH5z73uYrly5cvj23bto1b/8iRI3HkyJHS52NjY/Gzn/0sTjnllOjr62v7eIGIlFK89NJLMTQ0FLNmtXfi3FQzIkJOQNZmMiMi5AR0orznhIyA7DnmABqRE0A97cyI3DZbfvrTn8Ybb7wRCxcurFi+cOHCOHjw4Lj1161bF7feeutMDQ+oY//+/XH66ae39XtMNSMi5ATkxUxkRIScgE6W15yQEZAfjjmARuQEUE87MiLX92yJiHEd3ZRSzS7vTTfdFIVCoVSuiwjZmTdv3ox9r8lmRIScgLyYyYyIkBPQifKaEzIC8sMxB+TLGTc8OK7qrTMT5ARQTzsyIrczWxYsWBDHHXfcuC7wyMjIuG5xRER/f3/09/fP1PCAOmZi2utUMyJCTkBezNTUeDkBnSuvOSEjID8cc0C+7P+jj8biNRsrlhU/33v7ioiImNX/lorHisvbRU4A9bQjI3I7s+WEE06IZcuWxebNmyuWb968OS688MKMRgXkhYwAGpETQCNyAqhHRkDzig2V8kbM3ttXtL3RMlPkBFAh5diGDRvS7Nmz0z333JN2796dbrjhhjR37tz0k5/8pOHXFgqFFBFKqQyqUCjMQEI0lxEpyQmlsqqZyoiU5IRSnVqdkhMyQqnsyjGHUvmsxWs2lmoqj7Wj5IRSql61IyNyexmxiIiVK1fGiy++GL/3e78XBw4ciOHh4fjLv/zLWLx4cdZDA3JARgCNyAmgETkB1CMjYHoazVypvsRYJ5MTQFFfSillPYh2GB0djYGBgayHAT2pUCjE/Pnzsx5GQ3ICstEpGREhJyArnZITMgKyIyegM1VfTqyd5ARQTzsyItczWwAAAACA7tANM1kAJjIr6wEAAAAAAAB0MjNbYAaVT5eN8I4OAOgGi9ds9DcdAACgx5nZAjOo/ESMkzIA0NkWr9lYeiNF9RsqAAAA6C1mtsAM02QBgM6nuQIAAEA5zRYAAJgkTRYAAABq0WwBAIBJmKjRYtYqAAAAmi0AANBArUaLJgsAAABFs7IeAAAAdBqNFgAAAMpptgAAQA3F2SzVs1o0WgAAAKjmMmIAAFCmvLky0X1aAAAAoJyZLQAAAAAAAE3QbAEAgH9VPpPF5cIAAACYLM0WAAD4V+UNllqXENOAAQAAoBb3bAEAgAY0WQAAAKjHzBYAACiz9/YVFc0VjRYAAAAaMbMFAABq0GQBAABgssxsAQAAAAAAaIJmCwAAtMDiNRuzHgIAAAAZ0WwBAIAmabQAAAD0Ns0WACat0clEJxuBXiT7AAAA0GwBYFKKJxMnOqnY6HEAAAAA6FaaLQA0ZEYLAAAAAEzs+KwHAEBn2Xv7iorPqxst1Y8DdLu9t6/QdAYAxqm3fzDZ46a0dn703TraqiEB0EaaLQBMm5OLAD+n2QwATNbiNRsn3HdIa+fX/VzzBSCfNFsAqKu8odLo3duTfXe3E5JAt5FrAMBUTdRw6bt1dFyDpVzxMU0XgHxxzxYAJlTdaCn+W+uAoPzxepyQBAAAeFOtN6vVa7RMZz0AZoaZLQA0VK+50uzzAAAA8CYNFIDOpdkCQMu4hwvQTaozbToN41ozBJtVfE4NbADIt8leZrne/VsA6ByaLQBMyA4/0MvqnSCp1fAoP1FSq1Ez3RMpjcZQPQ4AID8m23ABoPNptgDQEo0OIBqdCKz19U4eAjOtuoFRq3lSnVf1Hqv1/LINACg31X2DvltH2zQSAJqh2QJAS0z0jq3JHDhM9HVOSgIzaaImykRNl0b5VP24PAOA3lS+H9HM/oAmC0C+zWr1E65bty7e8Y53xLx58+LUU0+NK664Ip599tmKdVJKccstt8TQ0FDMmTMnLrnkknjmmWcq1jly5Ehcd911sWDBgpg7d25cfvnl8fzzz7d6uEAG5ET3Kp6QLB5A1DuQmOiE5UQf0ztkBFmoNyNlqpf+KM/B4tdX11TGNdWmTi+QE0AjcoI8ms4MlvKidWQE0A4tb7Zs2bIlPvWpT8X3vve92Lx5cxw7diyWL18e//Iv/1Ja54477og777wz7rrrrnjyySdjcHAw3v/+98dLL71UWueGG26IRx55JDZs2BCPP/54vPzyy7FixYp44403Wj1kYIbJie6R1s6vqHK1DiTqnWicbJOG7icjyMJkc6e6qVzveerdyH4qzZd6j/dqXsoJoBE5QafSXJkZMgJoi9RmIyMjKSLSli1bUkopjY2NpcHBwbR+/frSOq+99loaGBhId999d0oppcOHD6fZs2enDRs2lNZ54YUX0qxZs9KmTZsm9X0LhUKKCKVUBlUoFOREl1daO39cTebrFq/ZOKPjy/r/SdWuTskIOZHfWrxmY8vzpPictWq6X1f9ta38Hlm/Bu2uTskJGaFUdiUnlFKNaio54ZhDqd6rqe5LTEbLZ7ZUKxQKERFx8sknR0TEnj174uDBg7F8+fLSOv39/XHxxRfHtm3bIiJi+/bt8frrr1esMzQ0FMPDw6V1qh05ciRGR0crCugMcqLzTfZdV+1+B3b1DJtaM27oPDOVERFyopPM1IyOZr5PK+7ZUj2rpVdnsjRiXwJoRE7QblO9VCj54pgDaIXj2/nkKaX4zGc+E+95z3tieHg4IiIOHjwYERELFy6sWHfhwoWxd+/e0jonnHBCnHTSSePWKX59tXXr1sWtt97a6k0A2kxOdKZmprTXu6zOdGimdLeZzIgIOdEp2tFwmOpzTuZeKrXWKb9B7mTHVZ2bGi6V7Etkq9V/16Ed5AQzRRZ2JsccQKu0dWbL6tWr4+/+7u/ia1/72rjH+vr6Kj5PKY1bVq3eOjfddFMUCoVS7d+/f/oDB2aMnOhd3vnFZMxkRkTICVqn3n1daq0bMXEDpvxxuTmefYns+HmkU8gJZoJGS+dyzAG0Sttmtlx33XXxzW9+M7Zu3Rqnn356afng4GBEvNn9XbRoUWn5yMhIqVs8ODgYR48ejUOHDlV0h0dGRuLCCy+s+f36+/ujv7+/HZsCtImc6FyTeUd3XpTPwinOgnGzyc4w0xkRISdo3lQbLK1+3l5jXyIf/HySZ72eE5203w5ZcMwBtFLLZ7aklGL16tXx8MMPx7e+9a1YsmRJxeNLliyJwcHB2Lx5c2nZ0aNHY8uWLaUgWrZsWcyePbtinQMHDsSuXbvqhhXQGeREZ2vlu1hbceDXd+tozeZJ9fLqe7mQXzKCTpCHS5n1MjmRH35uySs5YfYZk9OrM2dlBNAWqcV+53d+Jw0MDKRvf/vb6cCBA6V65ZVXSuusX78+DQwMpIcffjjt3LkzXXnllWnRokVpdHS0tM6qVavS6aefnh599NG0Y8eOdOmll6alS5emY8eOTWochUIhRYRSKoMqFApyoktr8ZqNpWrFc83UuNPa+eMq6//LXq5OyQg5oSZT5bk4k7nW7dUpOSEjlMqu5IRSzVe378fUy4m8ZIScUCq7arQvMR0tb7ZMNPh77723tM7Y2Fhau3ZtGhwcTP39/emiiy5KO3furHieV199Na1evTqdfPLJac6cOWnFihVp3759kx6HoFIqu2oUVhN9nZzIf7VyJ3wmd+prNVs0XLKrTskIOaGmUrWyrFtPXMxEdUpOyAilsis5obqhst5X6OVmy0Rf45hDqd6pdjRb+lJKKbrQ6OhoDAwMZD0M6EmFQiHmz8//ZZrkxNQVp5e36pIh5dPV23UZkkaXDHP/lpnXKRkRISeYvlbnZa/plJyQEZAdOUGnq3Xprpneb6geQ7ftt8gJoJ52ZMTxLX02ALpeK3fAu21nHgAAoJG83CNl7+0rvEEEoIU0WwCYtE7bAW80qwWgXTotLwGAmVO+n7B4zcZM9xvsswC0zqysBwAAAAAAvaY4qyQvM10AaI6ZLQD0LPdrAQCmYibuNwf0lmKWZD3DBYDmmdkCAAAtkNbOd/lC6GLeeQ60WnlzRaMFoPNptgDQk8xqAVpJkwW6m0YLAACNuIwYAF2p3olPjRagVTRZoDd5BzoAANXMbAGgK2moAADtoNECbzLjCwAqmdkCQNfqu3W09K5zzReg1WrNapE10J00WEBzBQAa0WwBoKs58QkAAO1RbMBoSAKAy4gBAAAAAAA0RbMFAABawEw6AHqVS4wBgGYLAABMWa37tQAAANC7NFugS3lnEQDMHLNaAOh2je7L4hgUgF6n2QJdqLiTu3jNxpofAwBAM+xbQu9ZvGZj3YZLo2YMAHQ7zRboQtU7uQ6EAQBopeL+pv1M6B17b1/hdx4A6tBsgS7lXUUAMDNcQoxepeECvafecaYsAKDXabZAh7IjCwDZ0WCBn/MmH+gtE/3OywIAet3xWQ8AmJqJmizly4s7ubWmeU/09XaMAWBqNFzAPmQz6u2XVz/m/5lO5Oe4PWod+wOQD5ot0IFq7VDZyQIAgM5XqwlTa5n9f7JU3RSsd4xaXG/xmo1+bptU682U/k8B8kOzBTpM9Y5UcWfLDhYAAHSOifbryx/TZCHPig2XRj+TtWZrMTX+/wA6g2YLdLip3KCwfF07awAAkA8TvYGqvOmiyUIeTeXn0s8wAN1OswW6zETvfnO9XAAAyJ/yRkujpgt0qsnOggGATjYr6wEArVW+87r39hV2agEAIIdq3XshQmOF7uENf61TPLYHIN/MbIEu5J1wAACQfy7tS7fys90e1ZcGd6wPkC9mtkAXs4MLAACdw4lTus3iNRsdl7ZQ+f+nvADIH80W6FLFHbDqnVs7ugAA0DrTPZnsRCndqtbvg+PQ1pEdAPml2QJdaKKd24kaMHS+4mvqdQUAyIaGC/xcrZ/t8uNRpkdmAOSbZgv0MCfou1O919NrDQDQWtX3UIBet/f2FRPeT8R9RgDoZn0ppZT1INphdHQ0BgYGsh4GZGYqB3qt3tktFAoxf/78lj5nO/RqTjjAIWudkhERvZsTkLVOyQkZQbXp3kvB/tnUyYn88vNMXsgJoJ52ZMTxLX02IDeK7yaqXgYAALRW+X73dPa57afTTfw8A9CrNFugi9nJpRY/FwAArdNsowW6iVktAO3TaJ9jujNsaZ2237Nl3bp10dfXFzfccENpWUopbrnllhgaGoo5c+bEJZdcEs8880zF1x05ciSuu+66WLBgQcydOzcuv/zyeP7559s9XGCGyYjmTPWeO64jTieSE0AjcoJO5h6K7ScjgEbkBJ1i7+0rGjZT7Fdkp63NlieffDK+/OUvx9vf/vaK5XfccUfceeedcdddd8WTTz4Zg4OD8f73vz9eeuml0jo33HBDPPLII7Fhw4Z4/PHH4+WXX44VK1bEG2+80c4hAzNIRjRnsn88iwfwxfX90aWTyAmgETlBXkznXaTegdp+MgJoRE6Qd5N5Y4ZzPTmR2uSll15KZ599dtq8eXO6+OKL0/XXX59SSmlsbCwNDg6m9evXl9Z97bXX0sDAQLr77rtTSikdPnw4zZ49O23YsKG0zgsvvJBmzZqVNm3aNKnvXygUUkQopTKoQqGQ+4zohpxYvGZjqRo9Xl1Zj131dk0mI+SEUr1dnZITMkJFxLT3r+yXNVeOOZRSjUpOqE6vqZzTqbVO+b/2O8bXZI85pqJtM1s+9alPxQc/+MH4D//hP1Qs37NnTxw8eDCWL19eWtbf3x8XX3xxbNu2LSIitm/fHq+//nrFOkNDQzE8PFxap9qRI0didHS0ooD8mumMiOi+nPAOSLqdnAAaccxBFiZ652j18kbvQrUv1372JYBG5AR51IpLjE50dZPJPK9ZMtN3fDuedMOGDbFjx4548sknxz128ODBiIhYuHBhxfKFCxfG3r17S+uccMIJcdJJJ41bp/j11datWxe33nprK4YPtFkWGRHRnTkxnYN0B/Z0AjkBNOKYgyzUOvmw9/YVDS/XOtHlwuyXtY99CaAROUG3Ku5fTLTfMhFNlua1vNmyf//+uP766+Ov//qv48QTT5xwvb6+vorPU0rjllWrt85NN90Un/nMZ0qfj46OxhlnnDGFkQMzIauMiOitnJjoD6QDejqBnAAaccxBlorNlfJ/63HiYubZlwAakRN0mkb7G+Vv/pjs10z1e9BYy5st27dvj5GRkVi2bFlp2RtvvBFbt26Nu+66K5599tmIeLP7u2jRotI6IyMjpW7x4OBgHD16NA4dOlTRHR4ZGYkLL7yw5vft7++P/v7+Vm8O0GJZZUSEnIBOISeARhxzkJVaJzKm0kyZaIYLrWVfAmhETpBn091PsH+RvZbfs+V973tf7Ny5M55++ulSnX/++fHxj388nn766TjrrLNicHAwNm/eXPqao0ePxpYtW0pBtGzZspg9e3bFOgcOHIhdu3bVDSsg/2TEzKj1B9YfXTqFnAAakRPkQaN3j+69fYX9r4zICKAROUFeFe/XMpn7tpSvM5X7vJSvZwZua7V8Zsu8efNieHi4YtncuXPjlFNOKS2/4YYb4vOf/3ycffbZcfbZZ8fnP//5eMtb3hIf+9jHIiJiYGAgPvGJT8RnP/vZOOWUU+Lkk0+O3/3d343zzjtv3A2rgM4iI2bOZC9tUct0vw5aQU4AjcgJZlor9o3sW80cGQE0IifIq+mew6n1cfXzlc+w1WRpj5Y3WybjxhtvjFdffTU++clPxqFDh+KCCy6Iv/7rv4558+aV1vnDP/zDOP744+OjH/1ovPrqq/G+970v7rvvvjjuuOOyGDIwg2RE6zTzR1rDhTyTE0AjcoLJSmvnV3zed+tozfWK+0b1TlBU7zu5bFh+yQigETlBu031vEsrz9M08wZdJtaXUkpZD6IdRkdHY2BgIOthQE8qFAoxf/78xitmTE6MV37iwB9c2qVTMiJCTkBWOiUnZETnq260lCtvukz13Z/VDRn7Va0nJ4BG5AR5NZ0b2Td6A0ejN4I0+waQbmzMtCMjMpnZAkD+deMfUgCAonqNluLjxYbLVC+34dIcAEAt09lHqL5MWPl+SfG8zWQuFzbR/sxkz/04T9TYrKwHAEA+OCkAAPSKRo2WWus1c8P7yd7oFgDobtX7EpPZt5joMqX11m9HU0SjpTHNFgAAAJiG6ZzM0HABgN5W3H+Yyj7EVC8f1uy6k/3+VNJsASAi/OEEAHrDZGe1TMVUTpjY5wIApqqdb9bwRpDW0WwBoCYnAgCAblR+4/tG65WvO5kby5Y3XWpdJsT+FQAwVRM1QxrtW2iizDzNFgBKJjo5AADQTYqNlIkaLxMtn+xJi4luQOukBwAwVe14A0f5+R/ngFqnL6WUsh5EO4yOjsbAwEDWw4CeVCgUYv781l+eodXkBGSjUzIiYuZyonhJm8m+2xq6XafkhH2J3rN4zcbSCYnJzHSp905UmiMngEbkBL1sMm/waMX+SPm+0VQfa9UYpqsdGWFmCwBAhtpx7wAA2qM4Y2WikwfFx4ofAwBkoVETo1WNllas002Oz3oAAAAAkGfTuSSY2Su0Ur13BwNALbUua9qOvyW1vsdUZwN3C80WAIAMVM9ocQkxgHxq1FQpP4FQ7yRCee7LfKai194VDEBrtOvvx2T2jaobLtW6tfGi2QIALTYT7xyhuzjpBtDZJttkqV4m/5kKs1sAaLXJ/m2ZTuOm+Ly99LfLPVsAoIWmc5kRAKA7Nbovl/t2AQDtMNF5iPLl5feZK7/vXC1TbZj06nkQzRYAmAG9uqNBY97VDJBv9U4uNLp0mIynVRr9rAFA0WQvgdpOvfo3S7MFAGaIhgvVnIQDyL+J/n5P9iSCrKdZvXrCCoDpmezluzTyW889WwBgBrnWNkVOvgHkR617qLTyTRLF562+bJi/BTRi3xGA6ZjK347Jrlu86f10v08vMLMFAGZYo2uhAgAzp7wBMpV7qEz2b3n5en23jlYU1GN/EYBmTdQMme7fmPLn02gZT7MFAFpoKjsbmi4AkK3JNleaPVHhbz4AkJVWN0Vcfmximi0A0EZ2QHpP8WSak2qU8/MAnaNWA6b8Uk713tFZbKqUF7SKnysApqvRuYm0dv64YurcswUAWkyDBSdBKOfnAfJronup1FL+uzzdv/Xuv8F0+DsCQCvUuudKxMT7QbXuaUd9ZrZAB6l+J5N3TwPkT/mUavlMhAYs5F0rb1rf6PddHtAq9jEAmI7qmbpmsLSWZgt0iIl2pssbLna4IZ/qXc/USZfu5Tq2lPOzAPlV3lyp12hp9vdYDjBVfmYAaAeNlvZxGTHoUC5BANkoNjX9/gFA92j35THsNzBdtWbL+nkCYKa4hNjUaLZAzlXPVim/vmL5SV8ngGFmTHSN08l+LQDQGcpPcpf/DW/0pid/72mHZvZBAaCW8kZKKy+r2sv6Ukop60G0w+joaAwMDGQ9DGip6ncz1WrE5EGhUIj58/M/FVFOQDY6JSMi5ARkpVNyQkb0HrPL86Pbc8Kb6aB53Z4TQHPakRHu2QI5l9bOH9ddtsMN2XF/JGAmyRvIl6nuh/sdZjr83ABAZ9JsgQ5U62SvBgzMjMnc9FxDBpiOiXJDngD0DvdmAYDOpdkCOVY+oyWtnT/uJG/xczvhkB9OigLNKL8vW3meyBboTO6zwVQVj+0c4wFA5zk+6wEAE+u7dXTcJcQi7HjDTKn1zsJa12qv9250v6/AZDU6Kev6/dCZ/M4yWXIeADqbmS0wSVm9I63v1tGKf/PG5ZLoZuUHuuU/69Uf1+P3A5gquQHQuzRaAKBzmdkCk1R8t2kWO7/tarSktfObeu7qy5s4MKBbNDrRWX05v0Zf5/cDAIBG7C8CQGczswW6TPEd9/VOFqe180uXJyt+XOtyZY2+R7Uzbnhw6gOGHGp0L6SJfr/q3UfJO9WpZzLZTb616rVzrX4AAIDOpNkCU5TnE2HVY6s11qk0VSbzPcrt/6OPNvXckDflzZOJ7tMy0QlyDRemwon17qDhAgAA0Ls0W2AKym+Q3S0nTVt5TxgzW+h21U2X6kvpVeeCE6VMRaMZVeRbu14/PxMAAACdoS3NlhdeeCF+8zd/M0455ZR4y1veEv/+3//72L59e+nxlFLccsstMTQ0FHPmzIlLLrkknnnmmYrnOHLkSFx33XWxYMGCmDt3blx++eXx/PPPt2O4MGnF+y7k9YRY9ZhqjbHv1tFSRTR/35bi95nq/4ecoJNVz3ip9ztQa51uada2k4wAGpETQCNyAqhHRgAtl1rsZz/7WVq8eHG65ppr0ve///20Z8+e9Oijj6b/83/+T2md9evXp3nz5qWvf/3raefOnWnlypVp0aJFaXR0tLTOqlWr0mmnnZY2b96cduzYkd773vempUuXpmPHjk1qHIVCIUWEUj1Vi9dsTIvXbJzUumnt/FJN9/tM9P0KhYKcUKpOTfb3tFurUzJCTqi81VT+znd6dUpOyAilsis5oZRqVPVyIi8ZISeUyq4a7UtMR8ubLWvWrEnvec97Jnx8bGwsDQ4OpvXr15eWvfbaa2lgYCDdfffdKaWUDh8+nGbPnp02bNhQWueFF15Is2bNSps2bZrUOASVUrWrvMky1YZLdZNlus0WOaFUb1enZIScUHkrzZb85YSMUCq7khNKqUZVLyfykhFyQqnsqh3NlpZfRuyb3/xmnH/++fGRj3wkTj311PjlX/7l+MpXvlJ6fM+ePXHw4MFYvnx5aVl/f39cfPHFsW3btoiI2L59e7z++usV6wwNDcXw8HBpnWpHjhyJ0dHRigJ+Lq2dH2nt/HHLyy8pNl1TvYeNnADqySojIuQEncGlCO1LAI3JCaAexxxAO7S82fLjH/84vvSlL8XZZ58df/VXfxWrVq2KT3/60/Enf/InERFx8ODBiIhYuHBhxdctXLiw9NjBgwfjhBNOiJNOOmnCdaqtW7cuBgYGSnXGGWe0etOgY7WiyTLRiZ3y+1ScccODk3ouOQHUk1VGRMgJ8i2P94vLin0JoBE5AdTjmANoh+Nb/YRjY2Nx/vnnx+c///mIiPjlX/7leOaZZ+JLX/pS/NZv/VZpvb6+voqvSymNW1at3jo33XRTfOYznyl9Pjo6KqyghunMYqn3DtrpvLtWTgD1ZJURETObE4vXbHTynCmb6s9M9Rsump3Nmhf2JYBG5ARQT68ccwAzq+UzWxYtWhTnnntuxbK3ve1tsW/fvoiIGBwcjIgY1+EdGRkpdYsHBwfj6NGjcejQoQnXqdbf3x/z58+vKOBNxVks0z3B0uqTgXICqCerjIiY2ZzYe/uKKV+GEXiTfQmgETkB1NMrxxzAzGp5s+Xd7353PPvssxXL/uEf/iEWL14cERFLliyJwcHB2Lx5c+nxo0ePxpYtW+LCCy+MiIhly5bF7NmzK9Y5cOBA7Nq1q7QO5FE3nzRrZcNFTgD19FJGmNlCu5W/4aJbZrVE9FZOkH+19v+79Zigk8gJoB4ZAbRFarEf/OAH6fjjj0+33XZbeu6559Kf/umfpre85S3pq1/9ammd9evXp4GBgfTwww+nnTt3piuvvDItWrQojY6OltZZtWpVOv3009Ojjz6aduzYkS699NK0dOnSdOzYsUmNo1AopIhQakZr8ZqNmY9hJraxvMqXnXHDgykiUqFQkBNKqQmrUzJCTiiVXXVKTsiI3qvq/f3qfePq/WTVvpITSqlGVS8n8pIRckKp7KrRvsR0tLzZklJKf/EXf5GGh4dTf39/Ouecc9KXv/zlisfHxsbS2rVr0+DgYOrv708XXXRR2rlzZ8U6r776alq9enU6+eST05w5c9KKFSvSvn37Jj0GQaVUe6rWAeRUmy1yQqnerk7JiFblRK0Tbk7IKVW/OiUn7Ev0Xk20H6zZMvMlJ5RSjapRTuQhI+SEUtlVO5otfSmlFF1odHQ0BgYGsh4GXaR4KYBal3zppZscl18SoXybF6/ZGGNHXon9f/TRKBQKHXHNUTkB2eiUjIhoTU5U//2ovrRMr/z9gKnolJywL9GbemnfP8/kBNCInADqaUdGtPyeLdBreu16zA4sx+vme/UAzatuTFeTH0yVnxnIlv1hAABqOT7rAUBe1Xrncfmy6sd76R1uvbKdU+H/hGaZ7dB9yme0VP8NKee1pp6Jfm7qzbgFAABg5pnZAg0UT5IVP45ofOKD3uJEF82SHb1LftAssysBAADyQbMF6pjqSTAnzYDJqDdLrtFyOo8ZLUzXVHJAZgAAAGTLZcRgAhOdBHOpn9r8P8DU9NKlB3EinKnzMwMAANBZzGyBKSq/pJgTpUCz5Ej3qvfaet2ZCvscAAAA+WdmC0yDEx5AM8ozxLvXgXrK86LRveMAAADIjmYLAOTI3ttXOJHa5TTsaaRRBvgZAgAAyB+XEQOAnHCZwu7ndWUy/JwAAAB0HjNbACBD5TNZFq/Z6CRrF/KaMh0TXW6w3mUI/awBAABkx8wWAIA2cfKbVqk1463688VrNroMIV3JzzUAAJ3AzBYAyJjZLUA99TJBXtDtNFoAAOgUZrYAQA44YQoAtfkbCQBAJzCzBQBywskkAKjkbyMAAJ3CzBYAAAAAAIAmaLYAAAAAAAA0QbMFAAAAAACgCZotAAAAAAAATdBsAQAAAAAAaIJmCwAAAAAAQBM0WwAAAAAAAJqg2QIAAAAAANAEzRYAAAAAAIAmaLYwYxav2RiL12zMehgAAAAAANBSx2c9ADpfsYGy9/YV45ope29fUbFO8ePicgAAgOlqxbFFozeEOXYBAGAyzGxh2qpnqkx0kFJruRkuAABAK7T72MKxCwAAk6HZQlvVOzBx0AIAADRj7+0rmp55Mpmvd+wCAEAjmi1M20wc1AAAAL0rrZ0fae38rIcREe5BCQBAfZotNEXDBAAA6HSOawAAaJZmC23R6GDFwQwAANBI362jM/a9JnNJMscxAABMRLOFlig/MNl7+wrT6wEAgJaYyYZLRP2GiuMcAAAmotlC08oPRsobLpNZHwAAoJNouAAAUEvLmy3Hjh2L//7f/3ssWbIk5syZE2eddVb83u/9XoyNjZXWSSnFLbfcEkNDQzFnzpy45JJL4plnnql4niNHjsR1110XCxYsiLlz58bll18ezz//fKuHSxtNZho+vUlO0G2cdGktGQE0Iidol8n+Tfe3P//kBFCPjADaIrXY//gf/yOdcsopaePGjWnPnj3poYceSm9961vTH/3RH5XWWb9+fZo3b176+te/nnbu3JlWrlyZFi1alEZHR0vrrFq1Kp122mlp8+bNaceOHem9731vWrp0aTp27NikxlEoFFJEqJzU4jUb0+I1GzMfh5qZKhQKckL1TMm3qVenZIScUCq76pSckBHdVdV/04ufl1f5Y1mPt9dLTiilGlW9nMhLRsgJpbKrRvsS09HyZssHP/jBdO2111Ys+/Vf//X0m7/5mymllMbGxtLg4GBav3596fHXXnstDQwMpLvvvjullNLhw4fT7Nmz04YNG0rrvPDCC2nWrFlp06ZNkxqHoMpXORnZW9UorOSE6paqdfJFNa5OyQg5oVR21Sk5ISO6qyZqrKh8lpxQSjWqejmRl4yQE0plV+1otrT8MmLvec974m/+5m/iH/7hHyIi4m//9m/j8ccfj//0n/5TRETs2bMnDh48GMuXLy99TX9/f1x88cWxbdu2iIjYvn17vP766xXrDA0NxfDwcGmdakeOHInR0dGKAvJJTtAtipdLdMnE1soqIyLkBHQK+xK0Q62/5y4X1rnkBFCPYw6gHY5v9ROuWbMmCoVCnHPOOXHcccfFG2+8EbfddltceeWVERFx8ODBiIhYuHBhxdctXLgw9u7dW1rnhBNOiJNOOmncOsWvr7Zu3bq49dZbW705tNjiNRudlEROAHVllRERcgI6hX0J2qV4rFJssjh26VxyAqjHMQfQDi2f2fLAAw/EV7/61fizP/uz2LFjR9x///3x+7//+3H//fdXrNfX11fxeUpp3LJq9da56aabolAolGr//v3NbQgtsXjNxlKDxYEKRXICqCerjIiQE9Ap7EvQbo5dOp+cAOpxzAG0Q8tntvy3//bf4nOf+1z8xm/8RkREnHfeebF3795Yt25dXH311TE4OBgRb3Z/Fy1aVPq6kZGRUrd4cHAwjh49GocOHaroDo+MjMSFF15Y8/v29/dHf39/qzeHaaqebm/6PeXkBFBPVhkRISegU9iXABqRE0A9jjmAdmj5zJZXXnklZs2qfNrjjjsuxsbGIiJiyZIlMTg4GJs3by49fvTo0diyZUspiJYtWxazZ8+uWOfAgQOxa9euumHFzCvOXCn/uN6Ue+8QI0JOMDXV2UL3kxFAI3ICaEROAPXICKAtUotdffXV6bTTTksbN25Me/bsSQ8//HBasGBBuvHGG0vrrF+/Pg0MDKSHH3447dy5M1155ZVp0aJFaXR0tLTOqlWr0umnn54effTRtGPHjnTppZempUuXpmPHjk1qHIVCIUWEmoFavGZjqco/L3886zGqma1CoSAnVNOV1s5Pae380ueypHuqUzJCTiiVXXVKTsgIpbIrOaGUalT1ciIvGSEnlMquGu1LTEfLmy2jo6Pp+uuvT2eeeWY68cQT01lnnZVuvvnmdOTIkdI6Y2Njae3atWlwcDD19/eniy66KO3cubPieV599dW0evXqdPLJJ6c5c+akFStWpH379k16HIJq5qq62aJUo7CSE6pRFRst5Q0XGdM91SkZISeUyq46JSdkhFLZlZxQSjWqejmRl4yQE0plV+1otvSllFJ0odHR0RgYGMh6GD2j/PI+LhVGoVCI+fPnZz2MhuREPqW14392+m4dzWAktEunZESEnICsdEpOyAjIjpwAGpETQD3tyIiW37OF3uDeCcBM0WgBAADyxr0lAaim2cKUFXckas1mMasFaFZ5c0WjBQAAyDsNFwAiIo7PegB0jkY7DxotQKtosgAAAFkonvuY6jkOl1cHwMwWJqVWo2Xv7Su8ewMAAADoOi4TBsBUabYwZcV3aNjhAAAAALpBvcZKrcdqzV4xowWgt7mMGA25NwsAAADQrarPe0z3zaWL12x0vgSgh2m20JAdBQAAAKAXTNRomey5EQ0XgN7lMmIAAAAAEOOv6LH39hXjmif1Ljmm0QLQu8xsAQAAAKBn1WqQuE8tAFOl2QIAAAAA/6p435byJozmCwCNuIwYAAAAAJRxOTAApkqzBQAAAADqqHXvFgAo5zJiAAAAANBA8VJimi4A1KLZAgAAAAANaLIAUI/LiAEAAAAAADTBzJZpKk4djfDOBgAAAAAA6GVmtpRJa+dXfL54zcaKpkr5cgAAAAAAgAgzWyKissmS1s6PvltHx62jwQIAAAAAANRiZksdxcuD1Wu0uIQYAAAAAAD0Ns2WiNJMlr5bR2vOagEAAAAAAJiIZsu/qnfpsOrZK8XPzWoBAAAAAAA0W+oov4xYeYOl/HMAAAAAAKC3HZ/1APKu+r4tGi0AAAAAAEA5zZZJ0mABAAAAAABqcRkxAAAAAACAJmi2AAAAAAAANEGzBQAAAAAAoAk902xZvGZj6Sb3AAAAAAAArdIzzZYIN7kHOkOxOaxBDAAA0P0c+wF0h55ptmi0AJ3ITjcAAEB3Kj/ec+wH0Pl6ptkC0AnsYAMAAHQ3TRaA7qTZApBzdr4BAAC6h6uvAHSnKTdbtm7dGh/60IdiaGgo+vr64hvf+EbF4ymluOWWW2JoaCjmzJkTl1xySTzzzDMV6xw5ciSuu+66WLBgQcydOzcuv/zyeP755yvWOXToUFx11VUxMDAQAwMDcdVVV8Xhw4envIHAzFu5cqWMmKa9t6+w403X++53v2tfAqhLTgCNOOagG3mjXWvJCWCmTbnZ8i//8i+xdOnSuOuuu2o+fscdd8Sdd94Zd911Vzz55JMxODgY73//++Oll14qrXPDDTfEI488Ehs2bIjHH388Xn755VixYkW88cYbpXU+9rGPxdNPPx2bNm2KTZs2xdNPPx1XXXXVNDYRmGnDw8MyYgoWr9lYqqJi06XYeLHTTTd55ZVX7EsAdckJoBHHHHST4nGfN961lpwAZlxqQkSkRx55pPT52NhYGhwcTOvXry8te+2119LAwEC6++67U0opHT58OM2ePTtt2LChtM4LL7yQZs2alTZt2pRSSmn37t0pItL3vve90jpPPPFEioj0ox/9aFJjKxQKKSKUUhlUoVDIfUbkIScWr9k4rhqtm/Vrq1QrqpgRckIpNVF1Sk7ICKWyK8ccSqlGJSeUUvWq/JijVVp6z5Y9e/bEwYMHY/ny5aVl/f39cfHFF8e2bdsiImL79u3x+uuvV6wzNDQUw8PDpXWeeOKJGBgYiAsuuKC0zjvf+c4YGBgorVPtyJEjMTo6WlFAvmSZERH5yYmJZqlM5l1MZrjQ7eQE0IhjDqAe+xJAI3ICaJeWNlsOHjwYERELFy6sWL5w4cLSYwcPHowTTjghTjrppLrrnHrqqeOe/9RTTy2tU23dunWl6yMODAzEGWec0fT2AK2VZUZE5CsnFq/ZWNFcadRoqb6sGHQrOQE04pgDqMe+BNCInADapaXNlqK+vr6Kz1NK45ZVq16n1vr1nuemm26KQqFQqv37909j5MBMyCIjIvKTE+VNEw0UqK3XcwJozDEHUI99CaAROQG0WkubLYODgxER47q3IyMjpW7x4OBgHD16NA4dOlR3nX/6p38a9/z//M//PK7rXNTf3x/z58+vKCBfssyIiHzlxOI1G10SDGqQE0AjjjmAeuxLAI3ICaBdWtpsWbJkSQwODsbmzZtLy44ePRpbtmyJCy+8MCIili1bFrNnz65Y58CBA7Fr167SOu9617uiUCjED37wg9I63//+96NQKJTWATqPjBjfZNFwgUpyAmhETgD1yAigETkBtE2aopdeeik99dRT6amnnkoRke6888701FNPpb1796aUUlq/fn0aGBhIDz/8cNq5c2e68sor06JFi9Lo6GjpOVatWpVOP/309Oijj6YdO3akSy+9NC1dujQdO3astM5ll12W3v72t6cnnngiPfHEE+m8885LK1asmPQ4Dx8+nCJCKZVBbd26NfcZkVVOnHHDgxWV9WulVBb1/PPPd8S+hP0JpbKrTskJGaFUduWYQynVqOSEUqpeHT58eEq/q5Mx5WbLY489VnNwV199dUoppbGxsbR27do0ODiY+vv700UXXZR27txZ8RyvvvpqWr16dTr55JPTnDlz0ooVK9K+ffsq1nnxxRfTxz/+8TRv3rw0b9689PGPfzwdOnRo0uP8x3/8x8xfMKXUzytvGSEnlMquHnywdqNRTiilitUpOSEjlMpX5S0j5IRS+Ss5oZQq1v79+6f0uzoZfSmlFF3o8OHDcdJJJ8W+fftiYGAg6+G0zOjoaJxxxhmxf//+rrqmY7duV0T3blut7UopxUsvvRRDQ0Mxa1ZLr1LYFnKis9iuztINGREhJzqN7eos3ZAT3ZoREb31c9cNemm75EQ+9NLPXDfote2SE/nQaz93na6XtqudGXF8S58tR4r/UQMDA131A1LUrTfQ6tbtiujebaverk7aMZATncl2dZZOzogIOdGpbFdn6eSc6PaMiOidn7tu0SvbJSfyo1d+5rpFL22XnMiPXvq56wa9sl3tyoj8t3cBAAAAAAByTLMFAAAAAACgCV3bbOnv74+1a9dGf39/1kNpKdvVebp127phu7phG2qxXZ3FduVbt2xHNdvVWWxXfnXDNkykW7fNdnWWbtiubtiGWmxXZ7Fd+dYt21HNdnUW29UafSmlNCPfCQAAAAAAoAt17cwWAAAAAACAmaDZAgAAAAAA0ATNFgAAAAAAgCZotgAAAAAAADRBswUAAAAAAKAJXdts+eIXvxhLliyJE088MZYtWxbf+c53sh7ShNatWxfveMc7Yt68eXHqqafGFVdcEc8++2zFOtdcc0309fVV1Dvf+c6KdY4cORLXXXddLFiwIObOnRuXX355PP/88zO5KRVuueWWcWMeHBwsPZ5SiltuuSWGhoZizpw5cckll8QzzzxT8Rx526aIiF/4hV8Yt119fX3xqU99KiI657XaunVrfOhDH4qhoaHo6+uLb3zjGxWPt+r1OXToUFx11VUxMDAQAwMDcdVVV8Xhw4fbvHWNdVJGRMgJOSEnsiAn8vE7JSfy/VrJic7JCRkhI7LaLjkhJ7L+nZIT+X6tZETnZESEnJATcqKh1IU2bNiQZs+enb7yla+k3bt3p+uvvz7NnTs37d27N+uh1fQf/+N/TPfee2/atWtXevrpp9MHP/jBdOaZZ6aXX365tM7VV1+dLrvssnTgwIFSvfjiixXPs2rVqnTaaaelzZs3px07dqT3vve9aenSpenYsWMzvUkppZTWrl2b/t2/+3cVYx4ZGSk9vn79+jRv3rz09a9/Pe3cuTOtXLkyLVq0KI2OjpbWyds2pZTSyMhIxTZt3rw5RUR67LHHUkqd81r95V/+Zbr55pvT17/+9RQR6ZFHHql4vFWvz2WXXZaGh4fTtm3b0rZt29Lw8HBasWLFTG1mTZ2WESnJCTkhJ2aanMjP75ScyPdrJSc6JydkhIzIarvkhJzI+ndKTuT7tZIRnZMRKckJOSEnGunKZsuv/uqvplWrVlUsO+ecc9LnPve5jEY0NSMjIyki0pYtW0rLrr766vSf//N/nvBrDh8+nGbPnp02bNhQWvbCCy+kWbNmpU2bNrVzuBNau3ZtWrp0ac3HxsbG0uDgYFq/fn1p2WuvvZYGBgbS3XffnVLK5zbVcv3116df/MVfTGNjYymlznytqoOqVa/P7t27U0Sk733ve6V1nnjiiRQR6Uc/+lGbt2pinZ4RKckJOTHz5ISckBPtJSfkxEyTETIiC3JCTmRBTtSWx+2SEZ2VESnJCTkx8/KeE113GbGjR4/G9u3bY/ny5RXLly9fHtu2bctoVFNTKBQiIuLkk0+uWP7tb387Tj311Pi3//bfxn/9r/81RkZGSo9t3749Xn/99YrtHhoaiuHh4Uy3+7nnnouhoaFYsmRJ/MZv/Eb8+Mc/joiIPXv2xMGDByvG29/fHxdffHFpvHndpnJHjx6Nr371q3HttddGX19faXknvlblWvX6PPHEE/H/b+9+QqLa3ziOfy79ZiJkGIoaZ0wcpK1TkIGNRAsX0dCs3Ei4sEWLggkiFy3btqldqxApCFpJBC1EcRQi+wMNZH8IobIWTn8GM8FQsucuxOFOmt37G/E8I+8XCHI8Hc7D07w3X8RoNKq2trbyPYcPH1Y0Gg1s1q3QCIlO0Ing0Qn/6ASdCBqd8I1G0AgP6IRvdIJOBI1G+Ecn6ETQvHViyx22fPnyRUtLS6qvr6+4Xl9fr2KxGNBb/XtmpgsXLujIkSNqaWkpX89kMrp165ZGRkZ05coVPXnyRB0dHVpYWJAkFYtFhcNh7dy5s+J5Qc7d1tammzdvanBwUNevX1exWFR7e7tKpVL5ndbbk8eZfnXnzh19/fpVp06dKl+rxV39aqP2UywWFYvFVj0/FosFNmutN0KiE3TCx1x0wjc6QSc8oBN+0Qga4QWd8ItO0AkPaIRvdIJOeOCtE//7T29fQ/55QictB+DXax7lcjk9e/ZM9+/fr7je1dVV/r6lpUWHDh1SMpnUvXv31NnZ+dvnBTl3JpMpf59KpZROp7Vv3z7duHGj/MeW/p89edplX1+fMpmMGhoaytdqcVe/sxH7Wet+D7PWaiMkOkEnfMy1gk74RCfohCd0wh8aQSO8oRP+0Ak64QmN8IlO0AlPvHRiy/1my+7du7Vt27ZVJ06fPn1adcLlzblz53T37l3l83k1Njaue28ikVAymdTk5KQkKR6Pa3FxUTMzMxX3eZq7rq5OqVRKk5OTisfjkrTunrzPNDU1peHhYZ0+fXrd+2pxVxu1n3g8ro8fP656/ufPnwObtZYbIdEJiU54mEuiE57RCTrhYS6JTnhFI2iEh7lW0Amf6ASd8DCXRCM8oxN0wsNckr9ObLnDlnA4rNbWVg0NDVVcHxoaUnt7e0BvtT4zUy6X08DAgEZGRtTc3PzHf1MqlfThwwclEglJUmtrq0KhUMXc09PTev78uZu5FxYW9OrVKyUSCTU3Nysej1e87+LiosbGxsrv632m/v5+xWIxnThxYt37anFXG7WfdDqt2dlZPX78uHzPo0ePNDs7G9istdgIiU6soBM+5pLohEd0Yhmd8DGXRCe8oRHLaISPuVbQCV/oxDI64WMuiUZ4RCeW0Qkfc0kOO2Fb0O3bty0UCllfX5+9fPnSzp8/b3V1dfbu3bugX21NZ8+etWg0aqOjozY9PV3+mp+fNzOzubk56+3ttQcPHtjbt28tn89bOp22vXv32rdv38rPOXPmjDU2Ntrw8LA9ffrUOjo67MCBA/bjx49A5urt7bXR0VF78+aNPXz40LLZrEUikfIeLl++bNFo1AYGBmxiYsJOnjxpiUTC9UwrlpaWrKmpyS5evFhxvZZ2NTc3Z4VCwQqFgkmyq1evWqFQsKmpKTPbuP0cP37c9u/fb+Pj4zY+Pm6pVMqy2eymzbmWWmuEGZ2gE3Ris9EJP58pOuF7V3SidjpBI2hEUHPRCToR9GeKTvjeFY2onUaY0Qk6QSf+ZEsetpiZXbt2zZLJpIXDYTt48KCNjY0F/Uq/JWnNr/7+fjMzm5+ft2PHjtmePXssFApZU1OT9fT02Pv37yue8/37d8v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"text/plain": [ "
" ] diff --git a/demo/3. Merging individual Images to stack.ipynb b/demo/3. Merging individual Images to stack.ipynb index 0327689..02f86f6 100644 --- a/demo/3. Merging individual Images to stack.ipynb +++ b/demo/3. Merging individual Images to stack.ipynb @@ -9,11 +9,12 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "id": "24441e61-67f8-43fc-b69d-25b29ed1550f", "metadata": {}, "source": [ - "The images shown were taken in [Rita Mateus Laboratory](https://www.ritamateus.com/)." + "The images shown were acquired in [Rita Mateus Laboratory](https://www.ritamateus.com/)." ] }, { @@ -861,7 +862,7 @@ "outputs": [ { "data": { - "image/png": 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"text/html": [ "\"\"" ], From b873c45cfcdeb568b53c64bdbb0fc10b82a79e7f Mon Sep 17 00:00:00 2001 From: Mara Lampert <97048948+marabuuu@users.noreply.github.com> Date: Fri, 31 Mar 2023 12:58:26 +0200 Subject: [PATCH 4/6] add plotting intro --- ...lysis-plugin from a jupyter notebook.ipynb | 1 - ...w to use the napari-clusters-plotter.ipynb | 1125 +++++++++++++++++ ...ng individual Images to stack-Copy1.ipynb} | 80 +- 3 files changed, 1178 insertions(+), 28 deletions(-) create mode 100644 demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb rename demo/{3. Merging individual Images to stack.ipynb => 3. Merging individual Images to stack-Copy1.ipynb} (99%) diff --git a/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb index 052f185..955d217 100644 --- a/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb +++ b/demo/2. Executing guanine-crystal-analysis-plugin from a jupyter notebook.ipynb @@ -9,7 +9,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "d8271270-1fdf-4736-8a23-604c3b986bb9", "metadata": {}, diff --git a/demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb b/demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb new file mode 100644 index 0000000..69d8513 --- /dev/null +++ b/demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb @@ -0,0 +1,1125 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f6c651ea-f282-4a43-a289-dec99c828601", + "metadata": {}, + "source": [ + "# 3. Merge individual images to stack" + ] + }, + { + "cell_type": "markdown", + "id": "24441e61-67f8-43fc-b69d-25b29ed1550f", + "metadata": {}, + "source": [ + "The shown images were acquired in [Rita Mateus Laboratory](https://www.ritamateus.com/)." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b4686ebd-b510-4375-8104-ff58263aa017", + "metadata": {}, + "outputs": [], + "source": [ + "import napari\n", + "from os import listdir\n", + "from skimage.io import imread\n", + "from skimage.segmentation import relabel_sequential\n", + "from skimage.measure import label\n", + "import numpy as np\n", + "import os\n", + "import pandas as pd\n", + "from os.path import isfile, join\n", + "from napari_skimage_regionprops._table import add_table\n", + "from napari_clusters_plotter._dimensionality_reduction import DimensionalityReductionWidget\n", + "from napari_clusters_plotter._dock_widget import PlotterWidget\n", + "from napari_time_slicer._function import convert_to_2d_timelapse\n", + "from napari.utils import nbscreenshot" + ] + }, + { + "cell_type": "markdown", + "id": "9d1bebea-d52d-4d5a-8e80-f0791df65ecb", + "metadata": {}, + "source": [ + "## Concatenate dataframes of individual label images" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "7feccbf3-34c7-48a6-b227-b0f8b8c90c85", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#reading in the folder with the predicted labels (PL)\n", + "df_folder_PL = 'imgs/7. dataframes of PL/'" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "053d9310-3621-4e9a-be7a-7cd74b5b1950", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#append directory and sort\n", + "def get_sorted_list(directory):\n", + " files = [join(directory, f) for f in listdir(directory) if isfile(join(directory, f)) and f.endswith('csv')]\n", + " return sorted(files)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "9f4fbe99-2abd-45fe-a744-f292a21c8b66", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['imgs/7. dataframes of PL/img2_20220520_mutant_56hpf_2.tif.csv',\n", + " 'imgs/7. dataframes of PL/img3_l3_20220520_mutant_56hpf_3.tif.csv',\n", + " 'imgs/7. dataframes of PL/img3_l5_20220520_mutant_56hpf_3.tif.csv',\n", + " 'imgs/7. dataframes of PL/img4_l2_20220520_mutant_56hpf_4.tif.csv',\n", + " 'imgs/7. dataframes of PL/img4_l4_20220520_mutant_56hpf_4.tif.csv',\n", + " 'imgs/7. dataframes of PL/img5_l1_20220520_mutant_56hpf_5.tif.csv']" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#get a sorted list of the files in your folder\n", + "df_list = get_sorted_list(df_folder_PL)\n", + "df_list" + ] + }, + { + "cell_type": "markdown", + "id": "8b794723-bd76-471e-80f0-b5eae1706381", + "metadata": {}, + "source": [ + "## Merge individual label images to \"stack\" in napari" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "876bc021-c122-44e5-904b-96f78c3c3df0", + "metadata": {}, + "outputs": [], + "source": [ + "#get folder\n", + "image_folder = 'imgs/2. normalized images/'\n", + "label_folder = 'imgs/6. bad-label-excluded labels/'" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "f9e4b51c-9a2b-4127-9e87-a7b18085a4ac", + "metadata": {}, + "outputs": [], + "source": [ + "def get_sorted_image_list(directory):\n", + " files = [join(directory, f) for f in listdir(directory) if isfile(join(directory, f)) and f.endswith('tif')]\n", + " return sorted(files)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "7c77990d-2176-4c80-97af-a687d66d086d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "image_list = get_sorted_image_list(image_folder)\n", + "label_list = get_sorted_image_list(label_folder)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "6e1092e5-64cc-4d15-b670-00255eeee4fe", + "metadata": {}, + "outputs": [], + "source": [ + "df_all_labels = pd.DataFrame()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "af4c9f33-9d1f-4523-b764-08630523bb4a", + "metadata": {}, + "outputs": [], + "source": [ + "#merge individual tables \n", + "for i, df in enumerate(df_list):\n", + " df_one_image = pd.read_csv(df)\n", + " df_all_labels = pd.concat([df_all_labels, df_one_image], ignore_index = True)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "5425ce42-1766-48f7-bd71-9636a379e3f1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0labelareabbox_areaequivalent_diameterconvex_areamax_intensitymean_intensitymin_intensityperimeter_skimage...roundness_simpleitkequivalent_ellipsoid_diameter_0equivalent_ellipsoid_diameter_1equivalent_spherical_perimeterequivalent_spherical_radiusnumber_of_pixelsnumber_of_pixels_on_borderperimeter_simpleitkperimeter_on_borderperimeter_on_border_ratio
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17 rows × 40 columns

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" + ], + "text/plain": [ + " Unnamed: 0 label area bbox_area equivalent_diameter convex_area \\\n", + "0 0 1 214 336 16.506764 236 \n", + "1 1 2 232 368 17.186959 254 \n", + "2 2 3 482 1040 24.772999 545 \n", + "3 3 4 382 595 22.053968 436 \n", + "4 0 1 292 496 19.281752 330 \n", + "5 1 2 318 483 20.121883 348 \n", + "6 2 3 809 1316 32.094404 876 \n", + "7 3 4 1899 3036 49.171962 2031 \n", + "8 0 1 485 988 24.849973 559 \n", + "9 1 2 1231 2340 39.589871 1423 \n", + "10 2 3 220 322 16.736568 243 \n", + "11 0 1 140 196 13.351162 150 \n", + "12 1 2 1389 2035 42.053891 1481 \n", + "13 2 3 549 832 26.438769 604 \n", + "14 3 4 809 1364 32.094404 894 \n", + "15 0 1 1806 2684 47.952796 1985 \n", + "16 0 1 1018 1488 36.002192 1114 \n", + "\n", + " max_intensity mean_intensity min_intensity perimeter_skimage ... \\\n", + "0 3.666667 1.246885 0.000000 58.941125 ... \n", + "1 5.000000 1.511494 0.000000 61.112698 ... \n", + "2 6.666667 1.904219 0.000000 107.568542 ... \n", + "3 8.000000 2.003927 0.000000 89.254834 ... \n", + "4 3.866667 1.369635 0.200000 81.597980 ... \n", + "5 5.000000 1.635639 0.133333 76.083261 ... \n", + "6 4.733333 1.832303 0.200000 121.296465 ... \n", + "7 7.000000 2.075162 0.133333 188.308658 ... \n", + "8 6.375000 1.534278 0.000000 109.083261 ... \n", + "9 5.125000 1.705930 0.000000 179.231493 ... \n", + "10 5.000000 1.787500 0.000000 59.698485 ... \n", + "11 2.235294 1.152941 0.176471 43.798990 ... \n", + "12 5.235294 1.947021 0.117647 154.610173 ... \n", + "13 4.235294 1.136076 0.176471 105.947222 ... \n", + "14 2.882353 1.198793 0.117647 126.432504 ... \n", + "15 9.333333 3.100221 0.000000 195.923882 ... \n", + "16 8.000000 2.777177 0.000000 134.225397 ... \n", + "\n", + " roundness_simpleitk equivalent_ellipsoid_diameter_0 \\\n", + "0 0.879628 13.988563 \n", + "1 0.890703 13.144561 \n", + "2 0.740814 13.447363 \n", + "3 0.793634 14.049873 \n", + "4 0.756802 11.442317 \n", + "5 0.844971 16.213116 \n", + "6 0.856810 22.846475 \n", + "7 0.852485 37.546382 \n", + "8 0.733095 14.527596 \n", + "9 0.719764 22.507891 \n", + "10 0.886980 12.321659 \n", + "11 0.948838 12.557868 \n", + "12 0.885134 34.131751 \n", + "13 0.786470 22.916252 \n", + "14 0.818830 24.766281 \n", + "15 0.793847 38.375177 \n", + "16 0.861576 28.473774 \n", + "\n", + " equivalent_ellipsoid_diameter_1 equivalent_spherical_perimeter \\\n", + "0 19.478288 51.857529 \n", + "1 22.472533 53.994425 \n", + "2 45.637309 77.826670 \n", + "3 34.617929 69.284584 \n", + "4 32.492190 60.575409 \n", + "5 24.973002 63.214760 \n", + "6 45.085765 100.827545 \n", + "7 64.397201 154.478276 \n", + "8 42.506771 78.068494 \n", + "9 69.635929 124.375248 \n", + "10 22.733359 52.579478 \n", + "11 14.194570 41.943914 \n", + "12 51.814796 132.116194 \n", + "13 30.502741 83.059843 \n", + "14 41.590854 100.827545 \n", + "15 59.920782 150.648151 \n", + "16 45.521112 113.104223 \n", + "\n", + " equivalent_spherical_radius number_of_pixels number_of_pixels_on_border \\\n", + "0 8.253382 214 0 \n", + "1 8.593480 232 0 \n", + "2 12.386499 482 0 \n", + "3 11.026984 382 0 \n", + "4 9.640876 292 0 \n", + "5 10.060941 318 0 \n", + "6 16.047202 809 0 \n", + "7 24.585981 1899 0 \n", + "8 12.424987 485 0 \n", + "9 19.794935 1231 0 \n", + "10 8.368284 220 0 \n", + "11 6.675581 140 0 \n", + "12 21.026945 1389 0 \n", + "13 13.219385 549 0 \n", + "14 16.047202 809 0 \n", + "15 23.976398 1806 0 \n", + "16 18.001096 1018 0 \n", + "\n", + " perimeter_simpleitk perimeter_on_border perimeter_on_border_ratio \n", + "0 58.953907 0.0 0.0 \n", + "1 60.619988 0.0 0.0 \n", + "2 105.055589 0.0 0.0 \n", + "3 87.300406 0.0 0.0 \n", + "4 80.041253 0.0 0.0 \n", + "5 74.812972 0.0 0.0 \n", + "6 117.677776 0.0 0.0 \n", + "7 181.209319 0.0 0.0 \n", + "8 106.491633 0.0 0.0 \n", + "9 172.799977 0.0 0.0 \n", + "10 59.279230 0.0 0.0 \n", + "11 44.205563 0.0 0.0 \n", + "12 149.261153 0.0 0.0 \n", + "13 105.610950 0.0 0.0 \n", + "14 123.136095 0.0 0.0 \n", + "15 189.769763 0.0 0.0 \n", + "16 131.275931 0.0 0.0 \n", + "\n", + "[17 rows x 40 columns]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_all_labels" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "e09a331e-005f-4102-b011-6574ca706e0e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_10964\\2746299117.py:2: FutureWarning: In a future version, `df.iloc[:, i] = newvals` will attempt to set the values inplace instead of always setting a new array. To retain the old behavior, use either `df[df.columns[i]] = newvals` or, if columns are non-unique, `df.isetitem(i, newvals)`\n", + " df_all_labels.loc[:,\"label\"] = np.arange(1,df_all_labels.shape[0]+1)\n" + ] + } + ], + "source": [ + "#relabel seqquentially and save table as csv-file\n", + "df_all_labels.loc[:,\"label\"] = np.arange(1,df_all_labels.shape[0]+1)\n", + "df_all_labels.to_csv(\"imgs/df_PL.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "cde46000-f0b5-4d23-a033-e45a5c26e97d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: QWindowsWindow::setGeometry: Unable to set geometry 1086x680+1200+225 (frame: 1104x727+1191+187) on QWidgetWindow/\"_QtMainWindowClassWindow\" on \"\\\\.\\DISPLAY1\". Resulting geometry: 677x701+1196+205 (frame: 695x748+1187+167) margins: 9, 38, 9, 9 minimum size: 374x575 MINMAXINFO maxSize=0,0 maxpos=0,0 mintrack=392,622 maxtrack=0,0)\n" + ] + } + ], + "source": [ + "#open napari and append table\n", + "viewer = napari.Viewer()\n", + "viewer.open(image_list, stack=True, layer_type = \"image\", name = \"normalized images\")\n", + "viewer.open(label_list,stack=True, layer_type = \"labels\", name = \"labels\")\n", + "label_layer = viewer.layers[\"labels\"]\n", + "\n", + "#convert folders to 2D timelaps --> behaves like a stack\n", + "label_layer = convert_to_2d_timelapse(viewer.layers[\"labels\"],viewer)\n", + "\n", + "timelapse_label_image = np.asarray(label_layer.data)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "a8931661-3598-4689-9852-4df95c0e4838", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Napari status bar display of label properties disabled because https://github.com/napari/napari/issues/5417 and https://github.com/napari/napari/issues/4342\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# relabel image\n", + "relabeled_timelapse = []\n", + "relabeled_image = np.zeros((1,))\n", + "for i in range(timelapse_label_image.shape[0]):\n", + " relabeled_image,forward_map,inverse_map = relabel_sequential(timelapse_label_image[i], offset=relabeled_image.max()+1)\n", + " relabeled_timelapse.append(relabeled_image)\n", + "\n", + "relabeled_timelapse = np.asarray(relabeled_timelapse)\n", + "\n", + "#append relabeled labels to napari, remove unrelabeled labels and add table\n", + "viewer.add_labels(relabeled_timelapse, features = df_all_labels, name = \"relabeled timelapse\")\n", + "relabeled_timelapse = viewer.layers[\"relabeled timelapse\"]\n", + "add_table(relabeled_timelapse, viewer)\n", + "viewer.layers.pop(\"labels\")" + ] + }, + { + "cell_type": "markdown", + "id": "304bd14a-817f-49e7-b921-1f5fe44061bb", + "metadata": {}, + "source": [ + "Now your napari window should look like this:" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "6a858357-8da3-4490-b76b-664afd801f80", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/html": [ + "\"\"" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nbscreenshot(viewer)" + ] + }, + { + "cell_type": "markdown", + "id": "82edca83-185b-4121-9409-cc62613c6ca9", + "metadata": {}, + "source": [ + "## Dimensionality reduction" + ] + }, + { + "cell_type": "markdown", + "id": "a1f54c4e-998d-4c2a-83cf-98048028f609", + "metadata": {}, + "source": [ + "This command opens the dimensionality reduction widget:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "db32bef2-3c9d-4c8b-99dc-cd2a207e289d", + "metadata": {}, + "outputs": [], + "source": [ + "dimensionality_reduction_widget = DimensionalityReductionWidget(viewer)\n", + "dimensionality_reduction_dock_widget = viewer.window.add_dock_widget(dimensionality_reduction_widget)" + ] + }, + { + "cell_type": "markdown", + "id": "89477d7b-cf1a-4943-b400-e2e4f282a482", + "metadata": {}, + "source": [ + "Now you can select in napari `relabeled_timelapse` and a Dimensionality Reduction Method, for example `UMAP` and click the `Run` button." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "720a15a5-8b70-44fe-b872-f519e1e45d48", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/html": [ + "\"\"" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "UMAP(random_state=133, verbose=True)\n", + "Fri Mar 31 11:58:44 2023 Construct fuzzy simplicial set\n", + "Fri Mar 31 11:58:45 2023 Finding Nearest Neighbors\n", + "Fri Mar 31 11:58:52 2023 Finished Nearest Neighbor Search\n", + "Fri Mar 31 11:58:59 2023 Construct embedding\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "661153c18bf64a828b29befa1a460720", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Dimensionality reduction progress: 0%| 0/500 [00:00]" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fri Mar 31 11:59:01 2023 Finished embedding\n", + "Napari status bar display of label properties disabled because https://github.com/napari/napari/issues/5417 and https://github.com/napari/napari/issues/4342\n", + "Dimensionality reduction finished\n" + ] + } + ], + "source": [ + "nbscreenshot(viewer)" + ] + }, + { + "cell_type": "markdown", + "id": "2cff0e88-f08b-4560-8232-af385eed48f5", + "metadata": {}, + "source": [ + "Our UMAP columns were automatically added to the table:" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "77ddbbd1-d22c-4d13-b2c4-cdc0ad6a7e9a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/html": [ + "\"\"" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nbscreenshot(viewer)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "5963fa39-f1cc-4df3-9d70-b054a37d0e19", + "metadata": {}, + "outputs": [], + "source": [ + "dimensionality_reduction_widget.hide()" + ] + }, + { + "cell_type": "markdown", + "id": "8be79164-8c1e-4daa-8770-6c6a6aff0296", + "metadata": {}, + "source": [ + "## Plotting" + ] + }, + { + "cell_type": "markdown", + "id": "2551a3cd-d1aa-4626-83eb-908713a1bf65", + "metadata": {}, + "source": [ + "This command opens the plotter widget:" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "e7a04df9-8c93-47e3-b00f-310edd2ac51a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\maral\\mambaforge\\envs\\stardist_env6\\lib\\site-packages\\napari_clusters_plotter\\_plotter.py:172: UserWarning: No axis(-es) was/were selected! If you cannot see anything in axes selection boxes, but you have performed measurements/dimensionality reduction before, try clicking Update Axes Selection Boxes\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "plotter_widget = PlotterWidget(viewer)\n", + "plotter_dock_widget = viewer.window.add_dock_widget(plotter_widget)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "1e1491bd-ecf3-4424-a5e1-dfe8be55edf1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/html": [ + "\"\"" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nbscreenshot(viewer)" + ] + }, + { + "cell_type": "markdown", + "id": "e5dbb84c-35a5-4d09-9993-7b3ff3892fb3", + "metadata": {}, + "source": [ + "Now youcan select the measurements you want to plot against each other in napari." + ] + } + ], + "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": "3.9.15" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/demo/3. Merging individual Images to stack.ipynb b/demo/3. Merging individual Images to stack-Copy1.ipynb similarity index 99% rename from demo/3. Merging individual Images to stack.ipynb rename to demo/3. Merging individual Images to stack-Copy1.ipynb index 02f86f6..3a6737c 100644 --- a/demo/3. Merging individual Images to stack.ipynb +++ b/demo/3. Merging individual Images to stack-Copy1.ipynb @@ -9,18 +9,19 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "24441e61-67f8-43fc-b69d-25b29ed1550f", "metadata": {}, "source": [ - "The images shown were acquired in [Rita Mateus Laboratory](https://www.ritamateus.com/)." + "The shown images were acquired in [Rita Mateus Laboratory](https://www.ritamateus.com/)." ] }, { - "cell_type": "markdown", - "id": "1335308b-7bb6-44c5-bfc8-666895e1500e", + "cell_type": "code", + "execution_count": 1, + "id": "b4686ebd-b510-4375-8104-ff58263aa017", "metadata": {}, + "outputs": [], "source": [ "import napari\n", "from os import listdir\n", @@ -79,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "b4ae3131-349f-4d6d-9b15-e43e1b60dfaf", "metadata": { "tags": [] @@ -89,11 +90,18 @@ "name": "stderr", "output_type": "stream", "text": [ - "WARNING: QObject::moveToThread: Current thread (0x271b6c14970) is not the object's thread (0x271b6c16f10).\n", - "Cannot move to target thread (0x271b6c14970)\n", - "\n", - "WARNING: Could not load the Qt platform plugin \"windows\" in \"\" even though it was found.\n" + "WARNING: QWindowsWindow::setGeometry: Unable to set geometry 1086x680+32+94 (frame: 1104x727+23+56) on QWidgetWindow/\"_QtMainWindowClassWindow\" on \"\\\\.\\DISPLAY1\". Resulting geometry: 677x701+28+74 (frame: 695x748+19+36) margins: 9, 38, 9, 9 minimum size: 374x575 MINMAXINFO maxSize=0,0 maxpos=0,0 mintrack=392,622 maxtrack=0,0)\n" ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -118,7 +126,7 @@ "\n", "#append images and labels to napari\n", "relabeled_layer = viewer.add_labels(relabeled_timelapse)\n", - "viewer.layers.pop(\"labels\")\n" + "viewer.layers.pop(\"labels\")" ] }, { @@ -131,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "id": "7feccbf3-34c7-48a6-b227-b0f8b8c90c85", "metadata": { "tags": [] @@ -143,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "id": "053d9310-3621-4e9a-be7a-7cd74b5b1950", "metadata": { "tags": [] @@ -158,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "id": "9f4fbe99-2abd-45fe-a744-f292a21c8b66", "metadata": { "tags": [] @@ -175,7 +183,7 @@ " 'imgs/7. dataframes of PL/img5_l1_20220520_mutant_56hpf_5.tif.csv']" ] }, - "execution_count": 12, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -187,7 +195,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "id": "6e1092e5-64cc-4d15-b670-00255eeee4fe", "metadata": {}, "outputs": [], @@ -197,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 10, "id": "af4c9f33-9d1f-4523-b764-08630523bb4a", "metadata": {}, "outputs": [], @@ -210,7 +218,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 11, "id": "5425ce42-1766-48f7-bd71-9636a379e3f1", "metadata": { "tags": [] @@ -792,7 +800,7 @@ "[17 rows x 40 columns]" ] }, - "execution_count": 15, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -803,25 +811,23 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 12, "id": "e09a331e-005f-4102-b011-6574ca706e0e", "metadata": { "tags": [] }, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Napari status bar display of label properties disabled because https://github.com/napari/napari/issues/5417 and https://github.com/napari/napari/issues/4342\n", - "Table clicked, set label 6\n", - "Table clicked, set label 1\n", - "Table clicked, set label 2\n" + "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_8220\\2716678135.py:2: FutureWarning: In a future version, `df.iloc[:, i] = newvals` will attempt to set the values inplace instead of always setting a new array. To retain the old behavior, use either `df[df.columns[i]] = newvals` or, if columns are non-unique, `df.isetitem(i, newvals)`\n", + " df_all_images.loc[:,\"label\"] = np.arange(1,df_all_images.shape[0]+1)\n" ] } ], "source": [ - "#relabel seqquentially\n", + "#relabel seqquentially and save table as csv-file\n", "df_all_images.loc[:,\"label\"] = np.arange(1,df_all_images.shape[0]+1)\n", "df_all_images.to_csv(\"imgs/df_PL.csv\")" ] @@ -847,11 +853,31 @@ "id": "22a6f8c2-b797-4ecf-bb19-2b2449aa4d63", "metadata": {}, "source": [ - "within napari:\n", - "- go to Tools -> Measurement -> Load from CSV(nsr)\n", + "Either you do it manually in the napari-viewer:\n", + "- go to `Tools` -> `Measurement` -> `Load from CSV(nsr)`\n", "- import .csv file" ] }, + { + "cell_type": "markdown", + "id": "cfd04d11-331e-4c13-8873-b0d956e0937e", + "metadata": {}, + "source": [ + "Or you just execute this command which will also load the dataframe into napari:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bacd6bc0-efd1-4d7e-875b-985b9dd80952", + "metadata": {}, + "outputs": [], + "source": [ + "viewer.open(all_label_locs, stack=True, plugin=\"builtins\", layer_type = \"labels\", features = nuclei_table, name = \"nuclei labels\")\n", + "label_layer = viewer.layers[\"nuclei labels\"]\n", + "add_table(label_layer, viewer)" + ] + }, { "cell_type": "code", "execution_count": 46, From 545807923505aefba4e8cc88cae10c57a902ed26 Mon Sep 17 00:00:00 2001 From: Mara Lampert <97048948+marabuuu@users.noreply.github.com> Date: Fri, 31 Mar 2023 13:00:12 +0200 Subject: [PATCH 5/6] Update 3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb --- ...ck and how to use the napari-clusters-plotter.ipynb | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb b/demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb index 69d8513..26b2155 100644 --- a/demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb +++ b/demo/3. Merge individual images labels to stack and how to use the napari-clusters-plotter.ipynb @@ -5,7 +5,7 @@ "id": "f6c651ea-f282-4a43-a289-dec99c828601", "metadata": {}, "source": [ - "# 3. Merge individual images to stack" + "# 3. Merge individual images/ labels to stack and how to use the napari-clusters-plotter" ] }, { @@ -894,6 +894,14 @@ "nbscreenshot(viewer)" ] }, + { + "cell_type": "markdown", + "id": "e3b465d8-6f20-4dbb-ad0d-4995f5c44cf8", + "metadata": {}, + "source": [ + "Now we can do some dimensionality reduction and plotting using the `napari-clusters-plotter`." + ] + }, { "cell_type": "markdown", "id": "82edca83-185b-4121-9409-cc62613c6ca9", From 4105eae5b0b106e28da332615b04351c3426948c Mon Sep 17 00:00:00 2001 From: Mara Lampert <97048948+marabuuu@users.noreply.github.com> Date: Fri, 31 Mar 2023 13:02:42 +0200 Subject: [PATCH 6/6] Delete 3. Merging individual Images to stack-Copy1.ipynb --- ...ing individual Images to stack-Copy1.ipynb | 962 ------------------ 1 file changed, 962 deletions(-) delete mode 100644 demo/3. Merging individual Images to stack-Copy1.ipynb diff --git a/demo/3. Merging individual Images to stack-Copy1.ipynb b/demo/3. Merging individual Images to stack-Copy1.ipynb deleted file mode 100644 index 3a6737c..0000000 --- a/demo/3. Merging individual Images to stack-Copy1.ipynb +++ /dev/null @@ -1,962 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "f6c651ea-f282-4a43-a289-dec99c828601", - "metadata": {}, - "source": [ - "# 3. Merge individual images to stack" - ] - }, - { - "cell_type": "markdown", - "id": "24441e61-67f8-43fc-b69d-25b29ed1550f", - "metadata": {}, - "source": [ - "The shown images were acquired in [Rita Mateus Laboratory](https://www.ritamateus.com/)." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "b4686ebd-b510-4375-8104-ff58263aa017", - "metadata": {}, - "outputs": [], - "source": [ - "import napari\n", - "from os import listdir\n", - "from skimage.segmentation import relabel_sequential\n", - "from skimage.measure import label\n", - "import numpy as np\n", - "import os\n", - "import pandas as pd\n", - "from os.path import isfile, join\n", - "from napari_skimage_regionprops._table import add_table\n", - "from napari_time_slicer._function import convert_to_2d_timelapse" - ] - }, - { - "cell_type": "markdown", - "id": "8b794723-bd76-471e-80f0-b5eae1706381", - "metadata": {}, - "source": [ - "## Merge individual images to \"stack\" in napari" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "876bc021-c122-44e5-904b-96f78c3c3df0", - "metadata": {}, - "outputs": [], - "source": [ - "#get image folder and good crystal labels\n", - "label_folder = 'imgs/6. bad-label-excluded labels/'" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "f9e4b51c-9a2b-4127-9e87-a7b18085a4ac", - "metadata": {}, - "outputs": [], - "source": [ - "def get_sorted_image_list(directory):\n", - " files = [join(directory, f) for f in listdir(directory) if isfile(join(directory, f)) and f.endswith('tif')]\n", - " return sorted(files)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "7c77990d-2176-4c80-97af-a687d66d086d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "label_list = get_sorted_image_list(label_folder)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "b4ae3131-349f-4d6d-9b15-e43e1b60dfaf", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: QWindowsWindow::setGeometry: Unable to set geometry 1086x680+32+94 (frame: 1104x727+23+56) on QWidgetWindow/\"_QtMainWindowClassWindow\" on \"\\\\.\\DISPLAY1\". Resulting geometry: 677x701+28+74 (frame: 695x748+19+36) margins: 9, 38, 9, 9 minimum size: 374x575 MINMAXINFO maxSize=0,0 maxpos=0,0 mintrack=392,622 maxtrack=0,0)\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#open napari \n", - "viewer = napari.Viewer()\n", - "viewer.open(label_list,stack=True, layer_type = \"labels\")\n", - "viewer.layers[0].name = \"labels\"\n", - "\n", - "#convert folders to 2D timelaps --> behaves like a stack\n", - "label_layer = convert_to_2d_timelapse(viewer.layers[\"labels\"],viewer)\n", - "\n", - "timelapse_label_image = np.asarray(label_layer.data)\n", - "\n", - "# relabel image \n", - "relabeled_timelapse = []\n", - "relabeled_image = np.zeros((1,))\n", - "for i in range(timelapse_label_image.shape[0]):\n", - " relabeled_image,forward_map,inverse_map = relabel_sequential(timelapse_label_image[i], offset=relabeled_image.max()+1)\n", - " relabeled_timelapse.append(relabeled_image)\n", - "\n", - "relabeled_timelapse = np.asarray(relabeled_timelapse)\n", - "\n", - "#append images and labels to napari\n", - "relabeled_layer = viewer.add_labels(relabeled_timelapse)\n", - "viewer.layers.pop(\"labels\")" - ] - }, - { - "cell_type": "markdown", - "id": "9d1bebea-d52d-4d5a-8e80-f0791df65ecb", - "metadata": {}, - "source": [ - "## Concatenate dataframes" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "7feccbf3-34c7-48a6-b227-b0f8b8c90c85", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "df_folder_PL = 'imgs/7. dataframes of PL/'" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "053d9310-3621-4e9a-be7a-7cd74b5b1950", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "#append directory and sort\n", - "def get_sorted_list(directory):\n", - " files = [join(directory, f) for f in listdir(directory) if isfile(join(directory, f)) and f.endswith('csv')]\n", - " return sorted(files)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "9f4fbe99-2abd-45fe-a744-f292a21c8b66", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "['imgs/7. dataframes of PL/img2_20220520_mutant_56hpf_2.tif.csv',\n", - " 'imgs/7. dataframes of PL/img3_l3_20220520_mutant_56hpf_3.tif.csv',\n", - " 'imgs/7. dataframes of PL/img3_l5_20220520_mutant_56hpf_3.tif.csv',\n", - " 'imgs/7. dataframes of PL/img4_l2_20220520_mutant_56hpf_4.tif.csv',\n", - " 'imgs/7. dataframes of PL/img4_l4_20220520_mutant_56hpf_4.tif.csv',\n", - " 'imgs/7. dataframes of PL/img5_l1_20220520_mutant_56hpf_5.tif.csv']" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_list = get_sorted_list(df_folder_PL)\n", - "df_list" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "6e1092e5-64cc-4d15-b670-00255eeee4fe", - "metadata": {}, - "outputs": [], - "source": [ - "df_all_images = pd.DataFrame()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "af4c9f33-9d1f-4523-b764-08630523bb4a", - "metadata": {}, - "outputs": [], - "source": [ - "#merge individual tables \n", - "for i, df in enumerate(df_list):\n", - " df_one_image = pd.read_csv(df)\n", - " df_all_images = pd.concat([df_all_images, df_one_image], ignore_index = True)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "5425ce42-1766-48f7-bd71-9636a379e3f1", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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17 rows × 40 columns

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" - ], - "text/plain": [ - " Unnamed: 0 label area bbox_area equivalent_diameter convex_area \\\n", - "0 0 1 214 336 16.506764 236 \n", - "1 1 2 232 368 17.186959 254 \n", - "2 2 3 482 1040 24.772999 545 \n", - "3 3 4 382 595 22.053968 436 \n", - "4 0 1 292 496 19.281752 330 \n", - "5 1 2 318 483 20.121883 348 \n", - "6 2 3 809 1316 32.094404 876 \n", - "7 3 4 1899 3036 49.171962 2031 \n", - "8 0 1 485 988 24.849973 559 \n", - "9 1 2 1231 2340 39.589871 1423 \n", - "10 2 3 220 322 16.736568 243 \n", - "11 0 1 140 196 13.351162 150 \n", - "12 1 2 1389 2035 42.053891 1481 \n", - "13 2 3 549 832 26.438769 604 \n", - "14 3 4 809 1364 32.094404 894 \n", - "15 0 1 1806 2684 47.952796 1985 \n", - "16 0 1 1018 1488 36.002192 1114 \n", - "\n", - " max_intensity mean_intensity min_intensity perimeter_skimage ... \\\n", - "0 3.666667 1.246885 0.000000 58.941125 ... \n", - "1 5.000000 1.511494 0.000000 61.112698 ... \n", - "2 6.666667 1.904219 0.000000 107.568542 ... \n", - "3 8.000000 2.003927 0.000000 89.254834 ... \n", - "4 3.866667 1.369635 0.200000 81.597980 ... \n", - "5 5.000000 1.635639 0.133333 76.083261 ... \n", - "6 4.733333 1.832303 0.200000 121.296465 ... \n", - "7 7.000000 2.075162 0.133333 188.308658 ... \n", - "8 6.375000 1.534278 0.000000 109.083261 ... \n", - "9 5.125000 1.705930 0.000000 179.231493 ... \n", - "10 5.000000 1.787500 0.000000 59.698485 ... \n", - "11 2.235294 1.152941 0.176471 43.798990 ... \n", - "12 5.235294 1.947021 0.117647 154.610173 ... \n", - "13 4.235294 1.136076 0.176471 105.947222 ... \n", - "14 2.882353 1.198793 0.117647 126.432504 ... \n", - "15 9.333333 3.100221 0.000000 195.923882 ... \n", - "16 8.000000 2.777177 0.000000 134.225397 ... \n", - "\n", - " roundness_simpleitk equivalent_ellipsoid_diameter_0 \\\n", - "0 0.879628 13.988563 \n", - "1 0.890703 13.144561 \n", - "2 0.740814 13.447363 \n", - "3 0.793634 14.049873 \n", - "4 0.756802 11.442317 \n", - "5 0.844971 16.213116 \n", - "6 0.856810 22.846475 \n", - "7 0.852485 37.546382 \n", - "8 0.733095 14.527596 \n", - "9 0.719764 22.507891 \n", - "10 0.886980 12.321659 \n", - "11 0.948838 12.557868 \n", - "12 0.885134 34.131751 \n", - "13 0.786470 22.916252 \n", - "14 0.818830 24.766281 \n", - "15 0.793847 38.375177 \n", - "16 0.861576 28.473774 \n", - "\n", - " equivalent_ellipsoid_diameter_1 equivalent_spherical_perimeter \\\n", - "0 19.478288 51.857529 \n", - "1 22.472533 53.994425 \n", - "2 45.637309 77.826670 \n", - "3 34.617929 69.284584 \n", - "4 32.492190 60.575409 \n", - "5 24.973002 63.214760 \n", - "6 45.085765 100.827545 \n", - "7 64.397201 154.478276 \n", - "8 42.506771 78.068494 \n", - "9 69.635929 124.375248 \n", - "10 22.733359 52.579478 \n", - "11 14.194570 41.943914 \n", - "12 51.814796 132.116194 \n", - "13 30.502741 83.059843 \n", - "14 41.590854 100.827545 \n", - "15 59.920782 150.648151 \n", - "16 45.521112 113.104223 \n", - "\n", - " equivalent_spherical_radius number_of_pixels number_of_pixels_on_border \\\n", - "0 8.253382 214 0 \n", - "1 8.593480 232 0 \n", - "2 12.386499 482 0 \n", - "3 11.026984 382 0 \n", - "4 9.640876 292 0 \n", - "5 10.060941 318 0 \n", - "6 16.047202 809 0 \n", - "7 24.585981 1899 0 \n", - "8 12.424987 485 0 \n", - "9 19.794935 1231 0 \n", - "10 8.368284 220 0 \n", - "11 6.675581 140 0 \n", - "12 21.026945 1389 0 \n", - "13 13.219385 549 0 \n", - "14 16.047202 809 0 \n", - "15 23.976398 1806 0 \n", - "16 18.001096 1018 0 \n", - "\n", - " perimeter_simpleitk perimeter_on_border perimeter_on_border_ratio \n", - "0 58.953907 0.0 0.0 \n", - "1 60.619988 0.0 0.0 \n", - "2 105.055589 0.0 0.0 \n", - "3 87.300406 0.0 0.0 \n", - "4 80.041253 0.0 0.0 \n", - "5 74.812972 0.0 0.0 \n", - "6 117.677776 0.0 0.0 \n", - "7 181.209319 0.0 0.0 \n", - "8 106.491633 0.0 0.0 \n", - "9 172.799977 0.0 0.0 \n", - "10 59.279230 0.0 0.0 \n", - "11 44.205563 0.0 0.0 \n", - "12 149.261153 0.0 0.0 \n", - "13 105.610950 0.0 0.0 \n", - "14 123.136095 0.0 0.0 \n", - "15 189.769763 0.0 0.0 \n", - "16 131.275931 0.0 0.0 \n", - "\n", - "[17 rows x 40 columns]" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_all_images" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "e09a331e-005f-4102-b011-6574ca706e0e", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\maral\\AppData\\Local\\Temp\\ipykernel_8220\\2716678135.py:2: FutureWarning: In a future version, `df.iloc[:, i] = newvals` will attempt to set the values inplace instead of always setting a new array. To retain the old behavior, use either `df[df.columns[i]] = newvals` or, if columns are non-unique, `df.isetitem(i, newvals)`\n", - " df_all_images.loc[:,\"label\"] = np.arange(1,df_all_images.shape[0]+1)\n" - ] - } - ], - "source": [ - "#relabel seqquentially and save table as csv-file\n", - "df_all_images.loc[:,\"label\"] = np.arange(1,df_all_images.shape[0]+1)\n", - "df_all_images.to_csv(\"imgs/df_PL.csv\")" - ] - }, - { - "cell_type": "markdown", - "id": "28393994-7eb4-4b88-80ec-a35fc757bc7a", - "metadata": {}, - "source": [ - "## Add df to viewer" - ] - }, - { - "cell_type": "markdown", - "id": "2b69d43f-41ec-4056-950d-933d6e1379bd", - "metadata": {}, - "source": [ - "related issue: https://github.com/haesleinhuepf/napari-skimage-regionprops/issues/41" - ] - }, - { - "cell_type": "markdown", - "id": "22a6f8c2-b797-4ecf-bb19-2b2449aa4d63", - "metadata": {}, - "source": [ - "Either you do it manually in the napari-viewer:\n", - "- go to `Tools` -> `Measurement` -> `Load from CSV(nsr)`\n", - "- import .csv file" - ] - }, - { - "cell_type": "markdown", - "id": "cfd04d11-331e-4c13-8873-b0d956e0937e", - "metadata": {}, - "source": [ - "Or you just execute this command which will also load the dataframe into napari:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "bacd6bc0-efd1-4d7e-875b-985b9dd80952", - "metadata": {}, - "outputs": [], - "source": [ - "viewer.open(all_label_locs, stack=True, plugin=\"builtins\", layer_type = \"labels\", features = nuclei_table, name = \"nuclei labels\")\n", - "label_layer = viewer.layers[\"nuclei labels\"]\n", - "add_table(label_layer, viewer)" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "fa16923f-af27-420e-9853-3d405bcdb463", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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- "text/html": [ - "\"\"" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "napari.utils.nbscreenshot(viewer)" - ] - }, - { - "cell_type": "markdown", - "id": "dae6f59c-3885-402a-8eb9-a87d569a2edc", - "metadata": { - "tags": [] - }, - "source": [ - "Then you can use the napari-clusters-plotter:\n", - "\n", - "Dimensionality Reduction (UMAP):\n", - "- go to Tools -> Measurement -> Dimensionality reduction (ncp)" - ] - }, - { - "cell_type": "markdown", - "id": "e189dac4-5895-4494-806d-ae9fad73b2ee", - "metadata": { - "tags": [] - }, - "source": [ - "Plotting:\n", - "- go to Tools -> Measurement -> Plot Meausrement (ncp)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "84750dc0-f63b-4c40-adf5-84dd513a0a28", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}