{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 26: Variational Bayesian inference\n", "\n", "*This lesson was written by Heidi Klumpe and Justin Bois.*\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "nbsphinx": "hidden", "tags": [] }, "outputs": [], "source": [ "# Colab setup ------------------\n", "import os, sys, subprocess\n", "if \"google.colab\" in sys.modules:\n", " cmd = \"pip install --upgrade colorcet bebi103 arviz cmdstanpy watermark\"\n", " process = subprocess.Popen(cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n", " stdout, stderr = process.communicate()\n", " import cmdstanpy; cmdstanpy.install_cmdstan()\n", " data_path = \"https://s3.amazonaws.com/bebi103.caltech.edu/data/\"\n", "else:\n", " data_path = \"../data/\"\n", "# ------------------------------" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/bois/opt/anaconda3/lib/python3.9/site-packages/colorcet/__init__.py:74: UserWarning: Trying to register the cmap 'cet_gray' which already exists.\n", " register_cmap(\"cet_\"+name, cmap=cm[name])\n", "/Users/bois/opt/anaconda3/lib/python3.9/site-packages/colorcet/__init__.py:74: UserWarning: Trying to register the cmap 'cet_gray_r' which already exists.\n", " register_cmap(\"cet_\"+name, cmap=cm[name])\n" ] }, { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " var force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", " root._bokeh_timeout = Date.now() + 5000;\n", " root._bokeh_failed_load = false;\n", " }\n", "\n", " function run_callbacks() {\n", " try {\n", " root._bokeh_onload_callbacks.forEach(function(callback) {\n", " if (callback != null)\n", " callback();\n", " });\n", " } finally {\n", " delete root._bokeh_onload_callbacks\n", " }\n", " console.debug(\"Bokeh: all callbacks have finished\");\n", " }\n", "\n", " function load_libs(css_urls, js_urls, js_modules, callback) {\n", " if (css_urls == null) css_urls = [];\n", " if (js_urls == null) js_urls = [];\n", " if (js_modules == null) js_modules = [];\n", "\n", " root._bokeh_onload_callbacks.push(callback);\n", " if (root._bokeh_is_loading > 0) {\n", " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", " return null;\n", " }\n", " if (js_urls.length === 0 && js_modules.length === 0) {\n", " run_callbacks();\n", " return null;\n", " }\n", " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length;\n", "\n", " function on_load() {\n", " root._bokeh_is_loading--;\n", " if (root._bokeh_is_loading === 0) {\n", " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", " run_callbacks()\n", " }\n", " }\n", "\n", " function on_error() {\n", " console.error(\"failed to load \" + url);\n", " }\n", "\n", " for (var i = 0; i < css_urls.length; i++) {\n", " var url = css_urls[i];\n", " const element = document.createElement(\"link\");\n", " element.onload = on_load;\n", " element.onerror = on_error;\n", " element.rel = \"stylesheet\";\n", " element.type = \"text/css\";\n", " element.href = url;\n", " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", " document.body.appendChild(element);\n", " }\n", "\n", " var skip = [];\n", " if (window.requirejs) {\n", " window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n", " \n", " }\n", " for (var i = 0; i < js_urls.length; i++) {\n", " var url = js_urls[i];\n", " if (skip.indexOf(url) >= 0) { on_load(); continue; }\n", " var element = document.createElement('script');\n", " element.onload = on_load;\n", " element.onerror = on_error;\n", " element.async = false;\n", " element.src = url;\n", " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", " document.head.appendChild(element);\n", " }\n", " for (var i = 0; i < js_modules.length; i++) {\n", " var url = js_modules[i];\n", " if (skip.indexOf(url) >= 0) { on_load(); continue; }\n", " var element = document.createElement('script');\n", " element.onload = on_load;\n", " element.onerror = on_error;\n", " element.async = false;\n", " element.src = url;\n", " element.type = \"module\";\n", " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", " document.head.appendChild(element);\n", " }\n", " if (!js_urls.length && !js_modules.length) {\n", " on_load()\n", " }\n", " };\n", "\n", " function inject_raw_css(css) {\n", " const element = document.createElement(\"style\");\n", " element.appendChild(document.createTextNode(css));\n", " document.body.appendChild(element);\n", " }\n", "\n", " var js_urls = [];\n", " var js_modules = [];\n", " var css_urls = [];\n", " var inline_js = [\n", " function(Bokeh) {\n", " inject_raw_css(\".bk.alert {\\n padding: 0.75rem 1.25rem;\\n border: 1px solid transparent;\\n border-radius: 0.25rem;\\n /* Don't set margin because that will not render correctly! */\\n /* margin-bottom: 1rem; */\\n margin-top: 15px;\\n margin-bottom: 15px;\\n}\\n.bk.alert a {\\n color: rgb(11, 46, 19); /* #002752; */\\n font-weight: 700;\\n text-decoration: rgb(11, 46, 19);\\n text-decoration-color: rgb(11, 46, 19);\\n text-decoration-line: none;\\n text-decoration-style: solid;\\n text-decoration-thickness: auto;\\n }\\n.bk.alert a:hover {\\n color: rgb(11, 46, 19);\\n font-weight: 700;\\n text-decoration: underline;\\n}\\n\\n.bk.alert-primary {\\n color: #004085;\\n background-color: #cce5ff;\\n border-color: #b8daff;\\n}\\n.bk.alert-primary hr {\\n border-top-color: #9fcdff;\\n}\\n\\n.bk.alert-secondary {\\n color: #383d41;\\n background-color: #e2e3e5;\\n border-color: #d6d8db;\\n }\\n.bk.alert-secondary hr {\\n border-top-color: #c8cbcf;\\n}\\n\\n.bk.alert-success {\\n color: #155724;\\n background-color: #d4edda;\\n border-color: #c3e6cb;\\n }\\n\\n.bk.alert-success hr {\\n border-top-color: #b1dfbb;\\n}\\n\\n.bk.alert-info {\\n color: #0c5460;\\n background-color: #d1ecf1;\\n border-color: #bee5eb;\\n }\\n.bk.alert-info hr {\\n border-top-color: #abdde5;\\n}\\n\\n.bk.alert-warning {\\n color: #856404;\\n background-color: #fff3cd;\\n border-color: #ffeeba;\\n }\\n\\n.bk.alert-warning hr {\\n border-top-color: #ffe8a1;\\n}\\n\\n.bk.alert-danger {\\n color: #721c24;\\n background-color: #f8d7da;\\n border-color: #f5c6cb;\\n}\\n.bk.alert-danger hr {\\n border-top-color: #f1b0b7;\\n}\\n\\n.bk.alert-light {\\n color: #818182;\\n background-color: #fefefe;\\n border-color: #fdfdfe;\\n }\\n.bk.alert-light hr {\\n border-top-color: #ececf6;\\n}\\n\\n.bk.alert-dark {\\n color: #1b1e21;\\n background-color: #d6d8d9;\\n border-color: #c6c8ca;\\n }\\n.bk.alert-dark hr {\\n border-top-color: #b9bbbe;\\n}\\n\\n\\n/* adjf\\u00e6l */\\n\\n.bk.alert-primary a {\\n color: #002752;\\n}\\n\\n.bk.alert-secondary a {\\n color: #202326;\\n}\\n\\n\\n.bk.alert-success a {\\n color: #0b2e13;\\n}\\n\\n\\n.bk.alert-info a {\\n color: #062c33;\\n}\\n\\n\\n.bk.alert-warning a {\\n color: #533f03;\\n}\\n\\n\\n.bk.alert-danger a {\\n color: #491217;\\n}\\n\\n.bk.alert-light a {\\n color: #686868;\\n}\\n\\n.bk.alert-dark a {\\n color: #040505;\\n}\");\n", " },\n", " function(Bokeh) {\n", " inject_raw_css(\".bk.card {\\n border: 1px solid rgba(0,0,0,.125);\\n border-radius: 0.25rem;\\n}\\n.bk.accordion {\\n border: 1px solid rgba(0,0,0,.125);\\n}\\n.bk.card-header {\\n align-items: center;\\n background-color: rgba(0, 0, 0, 0.03);\\n border-radius: 0.25rem;\\n display: inline-flex;\\n justify-content: start;\\n width: 100%;\\n}\\n.bk.accordion-header {\\n align-items: center;\\n background-color: rgba(0, 0, 0, 0.03);\\n border-radius: 0;\\n display: flex;\\n justify-content: start;\\n width: 100%;\\n}\\n.bk.card-button {\\n background-color: transparent;\\n margin-left: 0.5em;\\n}\\n.bk.card-header-row {\\n position: relative !important;\\n}\\n.bk.card-title {\\n align-items: center;\\n font-size: 1.4em;\\n font-weight: bold;\\n overflow-wrap: break-word;\\n}\\n.bk.card-header-row > .bk {\\n padding-right: 1.5em !important;\\n overflow-wrap: break-word;\\n}\\n\");\n", " },\n", " function(Bokeh) {\n", " inject_raw_css(\".bk.panel-widget-box {\\n min-height: 20px;\\n background-color: #f5f5f5;\\n border: 1px solid #e3e3e3;\\n border-radius: 4px;\\n -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n box-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n overflow-x: hidden;\\n overflow-y: hidden;\\n}\\n\\n.scrollable {\\n overflow: scroll;\\n}\\n\\nprogress {\\n appearance: none;\\n -moz-appearance: none;\\n -webkit-appearance: none;\\n border: none;\\n height: 20px;\\n background-color: whiteSmoke;\\n border-radius: 3px;\\n box-shadow: 0 2px 3px rgba(0,0,0,.5) inset;\\n color: royalblue;\\n position: relative;\\n margin: 0 0 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animation-timing-function: linear;\\n animation-iteration-count: infinite;\\n}\\n\\nprogress.active:not([value])::-webkit-progress-bar {\\n background-position: 10%;\\n animation-name: stripes;\\n animation-duration: 3s;\\n animation-timing-function: linear;\\n animation-iteration-count: infinite;\\n}\\n\\nprogress.primary[value]::-webkit-progress-value { background-color: #007bff; }\\nprogress.primary:not([value])::before { background-color: #007bff; }\\nprogress.primary:not([value])::-webkit-progress-bar { background-color: #007bff; }\\nprogress.primary::-moz-progress-bar { background-color: #007bff; }\\n\\nprogress.secondary[value]::-webkit-progress-value { background-color: #6c757d; }\\nprogress.secondary:not([value])::before { background-color: #6c757d; }\\nprogress.secondary:not([value])::-webkit-progress-bar { background-color: #6c757d; }\\nprogress.secondary::-moz-progress-bar { background-color: #6c757d; }\\n\\nprogress.success[value]::-webkit-progress-value { background-color: #28a745; }\\nprogress.success:not([value])::before { background-color: #28a745; }\\nprogress.success:not([value])::-webkit-progress-bar { background-color: #28a745; }\\nprogress.success::-moz-progress-bar { background-color: #28a745; }\\n\\nprogress.danger[value]::-webkit-progress-value { background-color: #dc3545; }\\nprogress.danger:not([value])::before { background-color: #dc3545; }\\nprogress.danger:not([value])::-webkit-progress-bar { background-color: #dc3545; }\\nprogress.danger::-moz-progress-bar { background-color: #dc3545; }\\n\\nprogress.warning[value]::-webkit-progress-value { background-color: #ffc107; }\\nprogress.warning:not([value])::before { background-color: #ffc107; }\\nprogress.warning:not([value])::-webkit-progress-bar { background-color: #ffc107; }\\nprogress.warning::-moz-progress-bar { background-color: #ffc107; }\\n\\nprogress.info[value]::-webkit-progress-value { background-color: #17a2b8; }\\nprogress.info:not([value])::before { background-color: #17a2b8; }\\nprogress.info:not([value])::-webkit-progress-bar { background-color: #17a2b8; }\\nprogress.info::-moz-progress-bar { background-color: #17a2b8; }\\n\\nprogress.light[value]::-webkit-progress-value { background-color: #f8f9fa; }\\nprogress.light:not([value])::before { background-color: #f8f9fa; }\\nprogress.light:not([value])::-webkit-progress-bar { background-color: #f8f9fa; }\\nprogress.light::-moz-progress-bar { background-color: #f8f9fa; }\\n\\nprogress.dark[value]::-webkit-progress-value { background-color: #343a40; }\\nprogress.dark:not([value])::-webkit-progress-bar { background-color: #343a40; }\\nprogress.dark:not([value])::before { background-color: #343a40; }\\nprogress.dark::-moz-progress-bar { background-color: #343a40; }\\n\\nprogress:not([value])::-webkit-progress-bar {\\n border-radius: 3px;\\n background: linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;\\n}\\nprogress:not([value])::before {\\n content:\\\" \\\";\\n position:absolute;\\n height: 20px;\\n top:0;\\n left:0;\\n right:0;\\n bottom:0;\\n border-radius: 3px;\\n background: linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;\\n}\\n\\n@keyframes stripes {\\n from {background-position: 0%}\\n to {background-position: 100%}\\n}\\n\\n.bk-root .bk.loader {\\n overflow: hidden;\\n}\\n\\n.bk.loader::after {\\n content: \\\"\\\";\\n border-radius: 50%;\\n -webkit-mask-image: radial-gradient(transparent 50%, rgba(0, 0, 0, 1) 54%);\\n width: 100%;\\n height: 100%;\\n left: 0;\\n top: 0;\\n position: absolute;\\n}\\n\\n.bk-root .bk.loader.dark::after {\\n background: #0f0f0f;\\n}\\n\\n.bk-root .bk.loader.light::after {\\n background: #f0f0f0;\\n}\\n\\n.bk-root .bk.loader.spin::after {\\n animation: spin 2s linear infinite;\\n}\\n\\n.bk-root div.bk.loader.spin.primary-light::after {\\n background: 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transform: rotate(360deg); }\\n}\\n\\n.dot div {\\n height: 100%;\\n width: 100%;\\n border: 1px solid #000 !important;\\n background-color: #fff;\\n border-radius: 50%;\\n display: inline-block;\\n}\\n\\n.dot-filled div {\\n height: 100%;\\n width: 100%;\\n border: 1px solid #000 !important;\\n border-radius: 50%;\\n display: inline-block;\\n}\\n\\n.dot-filled.primary div {\\n background-color: #007bff;\\n}\\n\\n.dot-filled.secondary div {\\n background-color: #6c757d;\\n}\\n\\n.dot-filled.success div {\\n background-color: #28a745;\\n}\\n\\n.dot-filled.danger div {\\n background-color: #dc3545;\\n}\\n\\n.dot-filled.warning div {\\n background-color: #ffc107;\\n}\\n\\n.dot-filled.info div {\\n background-color: #17a2b8;\\n}\\n\\n.dot-filled.dark div {\\n background-color: #343a40;\\n}\\n\\n.dot-filled.light div {\\n background-color: #f8f9fa;\\n}\\n\\n/* Slider editor */\\n.slider-edit .bk-input-group .bk-input {\\n border: 0;\\n border-radius: 0;\\n min-height: 0;\\n padding-left: 0;\\n padding-right: 0;\\n font-weight: bold;\\n}\\n\\n.slider-edit .bk-input-group .bk-spin-wrapper {\\n display: contents;\\n}\\n\\n.slider-edit .bk-input-group .bk-spin-wrapper .bk.bk-spin-btn-up {\\n top: -6px;\\n}\\n\\n.slider-edit .bk-input-group .bk-spin-wrapper .bk.bk-spin-btn-down {\\n bottom: 3px;\\n}\\n\\n/* JSON Pane */\\n.bk-root .json-formatter-row .json-formatter-string, .bk-root .json-formatter-row .json-formatter-stringifiable {\\n white-space: pre-wrap;\\n}\\n\");\n", " },\n", " function(Bokeh) {\n", " inject_raw_css(\".codehilite .hll { background-color: #ffffcc }\\n.codehilite { background: #f8f8f8; }\\n.codehilite .c { color: #408080; font-style: italic } /* Comment */\\n.codehilite .err { border: 1px solid #FF0000 } /* Error */\\n.codehilite .k { color: #008000; font-weight: bold } /* Keyword */\\n.codehilite .o { color: #666666 } /* Operator */\\n.codehilite .ch { color: #408080; font-style: italic } /* Comment.Hashbang */\\n.codehilite .cm { color: #408080; 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*/\\n.codehilite .nf { color: #0000FF } /* Name.Function */\\n.codehilite .nl { color: #A0A000 } /* Name.Label */\\n.codehilite .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */\\n.codehilite .nt { color: #008000; font-weight: bold } /* Name.Tag */\\n.codehilite .nv { color: #19177C } /* Name.Variable */\\n.codehilite .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */\\n.codehilite .w { color: #bbbbbb } /* Text.Whitespace */\\n.codehilite .mb { color: #666666 } /* Literal.Number.Bin */\\n.codehilite .mf { color: #666666 } /* Literal.Number.Float */\\n.codehilite .mh { color: #666666 } /* Literal.Number.Hex */\\n.codehilite .mi { color: #666666 } /* Literal.Number.Integer */\\n.codehilite .mo { color: #666666 } /* Literal.Number.Oct */\\n.codehilite .sa { color: #BA2121 } /* Literal.String.Affix */\\n.codehilite .sb { color: #BA2121 } /* Literal.String.Backtick */\\n.codehilite .sc { color: #BA2121 } /* Literal.String.Char */\\n.codehilite .dl { color: #BA2121 } 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*/\\n.codehilite .vm { color: #19177C } /* Name.Variable.Magic */\\n.codehilite .il { color: #666666 } /* Literal.Number.Integer.Long */\\n\\n.markdown h1 { margin-block-start: 0.34em }\\n.markdown h2 { margin-block-start: 0.42em }\\n.markdown h3 { margin-block-start: 0.5em }\\n.markdown h4 { margin-block-start: 0.67em }\\n.markdown h5 { margin-block-start: 0.84em }\\n.markdown h6 { margin-block-start: 1.17em }\\n.markdown ul { padding-inline-start: 2em }\\n.markdown ol { padding-inline-start: 2em }\\n.markdown strong { font-weight: 600 }\\n.markdown a { color: -webkit-link }\\n.markdown a { color: -moz-hyperlinkText }\\n\");\n", " },\n", " function(Bokeh) {\n", " inject_raw_css(\".json-formatter-row {\\n font-family: monospace;\\n}\\n.json-formatter-row,\\n.json-formatter-row a,\\n.json-formatter-row a:hover {\\n color: black;\\n text-decoration: none;\\n}\\n.json-formatter-row .json-formatter-row {\\n margin-left: 1rem;\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty {\\n opacity: 0.5;\\n margin-left: 1rem;\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty:after {\\n display: none;\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-object:after {\\n content: \\\"No properties\\\";\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-array:after {\\n content: \\\"[]\\\";\\n}\\n.json-formatter-row .json-formatter-string,\\n.json-formatter-row .json-formatter-stringifiable {\\n color: green;\\n white-space: pre;\\n word-wrap: break-word;\\n}\\n.json-formatter-row .json-formatter-number {\\n color: blue;\\n}\\n.json-formatter-row .json-formatter-boolean {\\n color: red;\\n}\\n.json-formatter-row .json-formatter-null {\\n color: #855A00;\\n}\\n.json-formatter-row .json-formatter-undefined {\\n color: #ca0b69;\\n}\\n.json-formatter-row .json-formatter-function {\\n color: #FF20ED;\\n}\\n.json-formatter-row .json-formatter-date {\\n background-color: rgba(0, 0, 0, 0.05);\\n}\\n.json-formatter-row .json-formatter-url {\\n text-decoration: underline;\\n color: blue;\\n cursor: pointer;\\n}\\n.json-formatter-row .json-formatter-bracket {\\n color: blue;\\n}\\n.json-formatter-row .json-formatter-key {\\n color: #00008B;\\n padding-right: 0.2rem;\\n}\\n.json-formatter-row .json-formatter-toggler-link {\\n cursor: pointer;\\n}\\n.json-formatter-row .json-formatter-toggler {\\n line-height: 1.2rem;\\n font-size: 0.7rem;\\n vertical-align: middle;\\n opacity: 0.6;\\n cursor: pointer;\\n padding-right: 0.2rem;\\n}\\n.json-formatter-row .json-formatter-toggler:after {\\n display: inline-block;\\n transition: transform 100ms ease-in;\\n content: \\\"\\\\25BA\\\";\\n}\\n.json-formatter-row > a > .json-formatter-preview-text {\\n opacity: 0;\\n transition: opacity 0.15s ease-in;\\n font-style: italic;\\n}\\n.json-formatter-row:hover > a > .json-formatter-preview-text {\\n opacity: 0.6;\\n}\\n.json-formatter-row.json-formatter-open > .json-formatter-toggler-link .json-formatter-toggler:after {\\n transform: rotate(90deg);\\n}\\n.json-formatter-row.json-formatter-open > .json-formatter-children:after {\\n display: inline-block;\\n}\\n.json-formatter-row.json-formatter-open > a > .json-formatter-preview-text {\\n display: none;\\n}\\n.json-formatter-row.json-formatter-open.json-formatter-empty:after {\\n display: block;\\n}\\n.json-formatter-dark.json-formatter-row {\\n font-family: monospace;\\n}\\n.json-formatter-dark.json-formatter-row,\\n.json-formatter-dark.json-formatter-row a,\\n.json-formatter-dark.json-formatter-row a:hover {\\n color: white;\\n text-decoration: none;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-row {\\n margin-left: 1rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty {\\n opacity: 0.5;\\n margin-left: 1rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty:after {\\n display: none;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-object:after {\\n content: \\\"No properties\\\";\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-array:after {\\n content: \\\"[]\\\";\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-string,\\n.json-formatter-dark.json-formatter-row .json-formatter-stringifiable {\\n color: #31F031;\\n white-space: pre;\\n word-wrap: break-word;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-number {\\n color: #66C2FF;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-boolean {\\n color: #EC4242;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-null {\\n color: #EEC97D;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-undefined {\\n color: #ef8fbe;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-function {\\n color: #FD48CB;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-date {\\n background-color: rgba(255, 255, 255, 0.05);\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-url {\\n text-decoration: underline;\\n color: #027BFF;\\n cursor: pointer;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-bracket {\\n color: #9494FF;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-key {\\n color: #23A0DB;\\n padding-right: 0.2rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-toggler-link {\\n cursor: pointer;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-toggler {\\n line-height: 1.2rem;\\n font-size: 0.7rem;\\n vertical-align: middle;\\n opacity: 0.6;\\n cursor: pointer;\\n padding-right: 0.2rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-toggler:after {\\n display: inline-block;\\n transition: transform 100ms ease-in;\\n content: \\\"\\\\25BA\\\";\\n}\\n.json-formatter-dark.json-formatter-row > a > .json-formatter-preview-text {\\n opacity: 0;\\n transition: opacity 0.15s ease-in;\\n font-style: italic;\\n}\\n.json-formatter-dark.json-formatter-row:hover > a > .json-formatter-preview-text {\\n opacity: 0.6;\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open > .json-formatter-toggler-link .json-formatter-toggler:after {\\n transform: rotate(90deg);\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open > .json-formatter-children:after {\\n display: inline-block;\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open > a > .json-formatter-preview-text {\\n display: none;\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open.json-formatter-empty:after {\\n display: block;\\n}\\n\");\n", " },\n", " function(Bokeh) {\n", " inject_raw_css(\".bk.pn-loading:before {\\n position: absolute;\\n height: 100%;\\n width: 100%;\\n content: '';\\n z-index: 1000;\\n background-color: rgb(255,255,255,0.50);\\n border-color: lightgray;\\n background-repeat: no-repeat;\\n background-position: center;\\n background-size: auto 50%;\\n border-width: 1px;\\n cursor: progress;\\n}\\n.bk.pn-loading.arcs:hover:before {\\n cursor: progress;\\n}\\n\");\n", " },\n", " function(Bokeh) {\n", " inject_raw_css(\"table.panel-df {\\n margin-left: auto;\\n margin-right: auto;\\n border: none;\\n border-collapse: collapse;\\n border-spacing: 0;\\n color: black;\\n font-size: 12px;\\n table-layout: fixed;\\n width: 100%;\\n}\\n\\n.panel-df tr, .panel-df th, .panel-df td {\\n text-align: right;\\n vertical-align: middle;\\n padding: 0.5em 0.5em !important;\\n line-height: normal;\\n white-space: normal;\\n max-width: none;\\n border: none;\\n}\\n\\n.panel-df tbody {\\n display: table-row-group;\\n vertical-align: middle;\\n border-color: inherit;\\n}\\n\\n.panel-df tbody tr:nth-child(odd) {\\n background: #f5f5f5;\\n}\\n\\n.panel-df thead {\\n border-bottom: 1px solid black;\\n vertical-align: bottom;\\n}\\n\\n.panel-df tr:hover {\\n background: lightblue !important;\\n cursor: pointer;\\n}\\n\");\n", " },\n", " function(Bokeh) {\n", " inject_raw_css(\"\\n .bk.pn-loading.arcs:before {\\n background-image: url(\\\"data:image/svg+xml;base64,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\\\")\\n }\\n \");\n", " },\n", " function(Bokeh) {\n", " /* BEGIN bokeh.min.js */\n", " /*!\n", " * Copyright (c) 2012 - 2021, Anaconda, Inc., and Bokeh Contributors\n", " * All rights reserved.\n", " * \n", " * Redistribution and use in source and binary forms, with or without modification,\n", " * are permitted provided that the following conditions are met:\n", " * \n", " * Redistributions of source code must retain the above copyright notice,\n", " * this list of conditions and the following disclaimer.\n", " * \n", " * Redistributions in binary form must reproduce the above copyright notice,\n", " * this list of conditions and the following disclaimer in the documentation\n", " * and/or other materials provided with the distribution.\n", " * \n", " * Neither the name of Anaconda nor the names of any contributors\n", " * may be used to endorse or promote products derived from this software\n", " * without specific prior written permission.\n", " * \n", " * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n", " * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n", " * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n", " * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n", " * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n", " * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n", " * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n", " * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n", " * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n", " * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n", " * THE POSSIBILITY OF SUCH DAMAGE.\n", " */\n", " (function(root, factory) {\n", " const bokeh = factory();\n", " bokeh.__bokeh__ = true;\n", " if (typeof root.Bokeh === \"undefined\" || typeof root.Bokeh.__bokeh__ === \"undefined\") {\n", " root.Bokeh = bokeh;\n", " }\n", " const Bokeh = root.Bokeh;\n", " Bokeh[bokeh.version] = bokeh;\n", " })(this, function() {\n", " var define;\n", " var parent_require = typeof require === \"function\" && require\n", " return (function(modules, entry, aliases, externals) {\n", " if (aliases === undefined) aliases = {};\n", " if (externals === undefined) externals = {};\n", "\n", " var cache = {};\n", "\n", " var normalize = function(name) {\n", " if (typeof name === \"number\")\n", " return name;\n", "\n", " if (name === \"bokehjs\")\n", " return entry;\n", "\n", " if (!externals[name]) {\n", " var prefix = \"@bokehjs/\"\n", " if (name.slice(0, prefix.length) === prefix)\n", " name = name.slice(prefix.length)\n", " }\n", "\n", " var alias = aliases[name]\n", " if (alias != null)\n", " return alias;\n", "\n", " var trailing = name.length > 0 && name[name.lenght-1] === \"/\";\n", " var index = aliases[name + (trailing ? \"\" : \"/\") + \"index\"];\n", " if (index != null)\n", " return index;\n", "\n", " return name;\n", " }\n", "\n", " var require = function(name) {\n", " var mod = cache[name];\n", " if (!mod) {\n", " var id = normalize(name);\n", "\n", " mod = cache[id];\n", " if (!mod) {\n", " if (!modules[id]) {\n", " if (externals[id] === false || (externals[id] == true && parent_require)) {\n", " try {\n", " mod = {exports: externals[id] ? parent_require(id) : {}};\n", " cache[id] = cache[name] = mod;\n", " return mod.exports;\n", " } catch (e) {}\n", " }\n", "\n", " var err = new Error(\"Cannot find module '\" + name + \"'\");\n", " err.code = 'MODULE_NOT_FOUND';\n", " throw err;\n", " }\n", "\n", " mod = {exports: {}};\n", " cache[id] = cache[name] = mod;\n", "\n", " function __esModule() {\n", " Object.defineProperty(mod.exports, \"__esModule\", {value: true});\n", " }\n", "\n", " function __esExport(name, value) {\n", " Object.defineProperty(mod.exports, name, {\n", " enumerable: true, get: function () { return value; }\n", " });\n", " }\n", "\n", " modules[id].call(mod.exports, require, mod, mod.exports, __esModule, __esExport);\n", " } else {\n", " cache[name] = mod;\n", " }\n", " }\n", "\n", " return mod.exports;\n", " }\n", " require.resolve = function(name) {\n", " 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e={};if(null!=t)for(var r in t)\"default\"!==r&&Object.prototype.hasOwnProperty.call(t,r)&&n.__createBinding(e,t,r);return f(e,t),e},n.__importDefault=function(t){return t&&t.__esModule?t:{default:t}},n.__classPrivateFieldGet=function(t,e){if(!e.has(t))throw new TypeError(\"attempted to get private field on non-instance\");return e.get(t)},n.__classPrivateFieldSet=function(t,e,n){if(!e.has(t))throw new TypeError(\"attempted to set private field on non-instance\");return e.set(t,n),n}},\n", " function _(e,t,o,s,l){s();const n=e(1);l(\"version\",e(3).version),l(\"index\",e(4).index),o.embed=n.__importStar(e(4)),o.protocol=n.__importStar(e(404)),o._testing=n.__importStar(e(405));var r=e(19);l(\"logger\",r.logger),l(\"set_log_level\",r.set_log_level),l(\"settings\",e(28).settings),l(\"Models\",e(7).Models),l(\"documents\",e(5).documents),l(\"safely\",e(406).safely)},\n", " function _(n,i,o,c,e){c(),o.version=\"2.3.3\"},\n", " function _(e,o,t,n,s){n();const 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a}s(\"embed_items_notebook\",g.embed_items_notebook),s(\"kernels\",g.kernels),s(\"BOKEH_ROOT\",e(396).BOKEH_ROOT),t.embed_item=async function(e,o){const t={},n=_.uuid4();t[n]=e.doc,null==o&&(o=e.target_id);const s=document.getElementById(o);null!=s&&s.classList.add(m.BOKEH_ROOT);const d={roots:{[e.root_id]:o},root_ids:[e.root_id],docid:n};await a.defer();const[r]=await w(t,[d]);return r},t.embed_items=async function(e,o,t,n){return await a.defer(),w(e,o,t,n)}},\n", " function _(t,_,o,r,n){r();const a=t(1);a.__exportStar(t(6),o),a.__exportStar(t(35),o)},\n", " function _(e,t,s,o,n){o();const r=e(1),i=e(7),l=e(3),_=e(19),a=e(264),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(9),g=e(13),v=r.__importStar(e(132)),w=e(26),p=e(8),b=e(319),y=e(130),k=e(53),M=e(394),j=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new j.MessageSentEvent(this.document,\"bokeh_event\",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__=\"EventManager\",s.documents=[],s.DEFAULT_TITLE=\"Bokeh Application\";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new i.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,\"idle\"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof b.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&this._interactive_plot.trigger_event(new a.LODEnd),this._interactive_plot=null,this._interactive_timestamp=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error(\"Attempted to overwrite a document with itself\");e.clear();const t=m.copy(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug(\"invalidating document models\"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=v.union(e,t.references());const t=new Set(this._all_models.values()),s=v.difference(t,e),o=v.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!m.includes(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new j.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new j.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new j.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof k.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof j.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new j.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const r of e){const e=r.id,i=r.type,l=null!==(o=r.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,i,l,s),null!=r.subtype&&_.set_subtype(r.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var r;if(f.is_ref(e)){const o=null!==(r=t.get(e.id))&&void 0!==r?r:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}return u.is_NDArray_ref(e)?u.decode_NDArray(e,o):p.isArray(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):p.isPlainObject(e)?function(e){const t={};for(const[s,o]of g.entries(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:r,attributes:i}of e){const e=!t.has(r),l=e?s.get(r):t.get(r),_=E._resolve_refs(i,t,s,o);l.setv(_,{silent:!0}),n.set(r,{instance:l,is_new:e})}const r=[],i=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!i.has(e.id)){i.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of g.values(o))l(e);s&&(t.finalize(),r.push(t))}}else if(p.isArray(e))for(const t of e)l(t);else if(p.isPlainObject(e))for(const t of g.values(e))l(t)}for(const e of n.values())l(e.instance);for(const e of r)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const r={kind:\"ModelChanged\",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),r}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),r=Object.keys(t.attributes),i=m.difference(n,r),l=m.difference(r,n),a=m.intersection(n,r),c=[];for(const e of i)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const r=t.attributes[n];c.push(E._event_for_attribute_change(e,n,r,s,o))}for(const n of a){const r=e.attributes[n],i=t.attributes[n];null==r&&null==i||(null==r||null==i?c.push(E._event_for_attribute_change(e,n,i,s,o)):w.is_equal(r,i)||c.push(E._event_for_attribute_change(e,n,i,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),r=new Map,i=[];for(const t of e.roots.root_ids)r.set(t,n.get(t)),i.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(i.sort(),a.sort(),m.difference(i,a).length>0||m.difference(a,i).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug(\"Creating Document from JSON\");const t=e.version,s=-1!==t.indexOf(\"+\")||-1!==t.indexOf(\"-\"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\\./,\"$1\")==t?_.logger.debug(o):(_.logger.warn(\"JS/Python version mismatch\"),_.logger.warn(o));const n=new i.ModelResolver;null!=e.defs&&M.resolve_defs(e.defs,n);const r=e.roots,a=r.root_ids,c=r.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error(\"Cannot create a patch using events from a different document\");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,r=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case\"RootAdded\":case\"RootRemoved\":case\"ModelChanged\":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)r.set(t,s);else if(!r.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}\"`),new Error(\"event model wasn't known\");break}}const i=new Map(this._all_models),l=new Map;for(const[e,t]of r)i.has(e)||l.set(e,t);E._initialize_references_json(o,i,l,t);for(const e of n)switch(e.kind){case\"MessageSent\":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error(\"expected exactly one buffer\");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,i,l,t);this._trigger_on_message(s,n);break}case\"ModelChanged\":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const r=e.attr,_=E._resolve_refs(e.new,i,l,t);n.setv({[r]:_},{setter_id:s});break}case\"ColumnDataChanged\":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const r=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in r||(r[e]=n.data[e]);n.setv({data:r},{setter_id:s,check_eq:!1});break}case\"ColumnsStreamed\":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof y.ColumnDataSource))throw new Error(\"Cannot stream to non-ColumnDataSource\");const n=e.data,r=e.rollover;o.stream(n,r,s);break}case\"ColumnsPatched\":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof y.ColumnDataSource))throw new Error(\"Cannot patch non-ColumnDataSource\");const n=e.patches;o.patch(n,s);break}case\"RootAdded\":{const t=e.model.id,o=r.get(t);this.add_root(o,s);break}case\"RootRemoved\":{const t=e.model.id,o=r.get(t);this.remove_root(o,s);break}case\"TitleChanged\":this.set_title(e.title,s);break;default:throw new Error(\"Unknown patch event \"+JSON.stringify(e))}}}s.Document=E,E.__name__=\"Document\"},\n", " function _(e,o,s,r,t){r();const l=e(1),d=e(8),i=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of d.isArray(e)?e:i.values(e))if(r=t,d.isObject(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class u{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=u,u.__name__=\"ModelResolver\";const _=l.__importStar(e(38));s.register_models(_)},\n", " function _(n,r,t,e,i){e();\n", " // (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors\n", " // Underscore may be freely distributed under the MIT license.\n", " const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||\"[object Boolean]\"===u.call(n)}function f(n){return\"[object Number]\"===u.call(n)}function a(n){return\"[object String]\"===u.call(n)}function l(n){const r=typeof n;return\"function\"===r||\"object\"===r&&!!n}function s(n){return l(n)&&void 0!==n[Symbol.iterator]}t.isBoolean=c,t.isNumber=f,t.isInteger=function(n){return 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Math.atan2(r[1]-n[1],r[0]-n[0])},t.radians=function(n){return n*(u/180)},t.degrees=function(n){return n/(u/180)},t.resolve_angle=function(n,r){return-i(r)*n},t.to_radians_coeff=i,t.rnorm=function(n,r){let t,e;for(;t=f(),e=f(),e=(2*e-1)*Math.sqrt(1/Math.E*2),!(-4*t*t*Math.log(t)>=e*e););let o=e/t;return o=n+r*o,o},t.clamp=function(n,r,t){return nt?t:n},t.log=function(n,r=Math.E){return Math.log(n)/Math.log(r)}},\n", " function _(r,n,e,o,s){o();class t extends Error{}e.AssertionError=t,t.__name__=\"AssertionError\",e.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new t(null!=n?n:\"Assertion failed\")},e.unreachable=function(){throw new Error(\"unreachable code\")}},\n", " function _(n,t,e,r,o){r();const i=n(10);function l(n,t,e,...r){const o=n.length;t<0&&(t+=o),t<0?t=0:t>o&&(t=o),null==e||e>o-t?e=o-t:e<0&&(e=0);const i=o-e+r.length,l=new n.constructor(i);let u=0;for(;u0?0:r-1;for(;o>=0&&ot[t.length-1])return t.length;let e=0,r=t.length-1;for(;r-e!=1;){const 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o.Signal0(this,\"exprchange\"),this.properties={},this._pending=!1,this._changing=!1;const n=t instanceof Map?t.get.bind(t):e=>t[e];this.id=null!==(e=n(\"id\"))&&void 0!==e?e:h.uniqueId();for(const[t,{type:e,default_value:s,options:r}]of u.entries(this._props)){let i;e instanceof a.PropertyAlias?Object.defineProperty(this.properties,t,{get:()=>this.properties[e.attr],configurable:!1,enumerable:!1}):(i=e instanceof _.Kind?new a.PrimitiveProperty(this,t,e,s,n(t),r):new e(this,t,_.Any,s,n(t),r),this.properties[t]=i)}null!==(s=n(\"__deferred__\"))&&void 0!==s&&s||(this.finalize(),this.connect_signals())}get is_syncable(){return!0}set type(t){console.warn(\"prototype.type = 'ModelName' is deprecated, use static __name__ instead\"),this.constructor.__name__=t}get type(){return this.constructor.__qualified__}static get __qualified__(){const{__module__:t,__name__:e}=this;return null!=t?`${t}.${e}`:e}static get[Symbol.toStringTag](){return this.__name__}static 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this.constructor(e)}[g.equals](t,e){for(const s of this){const n=t.property(s.attr);if(e.eq(s.get_value(),n.get_value()))return!1}return!0}[y.pretty](t){const e=t.token,s=[];for(const n of this)if(n.dirty){const r=n.get_value();s.push(`${n.attr}${e(\":\")} ${t.to_string(r)}`)}return`${this.constructor.__qualified__}${e(\"(\")}${e(\"{\")}${s.join(`${e(\",\")} `)}${e(\"}\")}${e(\")\")}`}[p.serialize](t){const e=this.ref();t.add_ref(this,e);const s=this.struct();for(const e of this)e.syncable&&(t.include_defaults||e.dirty)&&(s.attributes[e.attr]=t.to_serializable(e.get_value()));return t.add_def(this,s),e}finalize(){for(const t of this){if(!(t instanceof a.VectorSpec||t instanceof a.ScalarSpec))continue;const e=t.get_value();if(null!=e){const{transform:t,expr:s}=e;null!=t&&this.connect(t.change,(()=>this.transformchange.emit())),null!=s&&this.connect(s.change,(()=>this.exprchange.emit()))}}this.initialize()}initialize(){}connect_signals(){}disconnect_signals(){o.Signal.disconnectReceiver(this)}destroy(){this.disconnect_signals(),this.destroyed.emit()}clone(){return(new v.Cloner).clone(this)}_setv(t,e){const s=e.check_eq,n=[],r=this._changing;this._changing=!0;for(const[e,r]of t)!1!==s&&f.is_equal(e.get_value(),r)||(e.set_value(r),n.push(e));n.length>0&&(this._pending=!0);for(const t of n)t.change.emit();if(!r){if(!e.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(t,e={}){const s=u.entries(t);if(0==s.length)return;if(!0===e.silent){for(const[t,e]of s)this.properties[t].set_value(e);return}const n=new Map,r=new Map;for(const[t,e]of s){const s=this.properties[t];n.set(s,e),r.set(s,s.get_value())}this._setv(n,e);const{document:i}=this;if(null!=i){const t=[];for(const[e,s]of r)t.push([e,s,e.get_value()]);for(const[,e,s]of t)if(this._needs_invalidate(e,s)){i._invalidate_all_models();break}this._push_changes(t,e)}}getv(t){return this.property(t).get_value()}ref(){return{id:this.id}}struct(){const t={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(t.subtype=this._subtype),t}set_subtype(t){this._subtype=t}*[Symbol.iterator](){yield*u.values(this.properties)}*syncable_properties(){for(const t of this)t.syncable&&(yield t)}serializable_attributes(){const t={};for(const e of this.syncable_properties())t[e.attr]=e.get_value();return t}static _json_record_references(t,e,s,n){const{recursive:r}=n;if(c.is_ref(e)){const n=t.get_model_by_id(e.id);null==n||s.has(n)||b._value_record_references(n,s,{recursive:r})}else if(l.isArray(e))for(const n of e)b._json_record_references(t,n,s,{recursive:r});else 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e)t.appendChild(n)},n.remove=a,n.removeElement=a,n.replaceWith=function(t,e){const n=t.parentNode;null!=n&&n.replaceChild(e,t)},n.prepend=c,n.empty=function(t,e=!1){let n;for(;n=t.firstChild;)t.removeChild(n);if(e&&t instanceof Element)for(const e of t.attributes)t.removeAttributeNode(e)},n.display=function(t){t.style.display=\"\"},n.undisplay=function(t){t.style.display=\"none\"},n.show=function(t){t.style.visibility=\"\"},n.hide=function(t){t.style.visibility=\"hidden\"},n.offset=function(t){const e=t.getBoundingClientRect();return{top:e.top+window.pageYOffset-document.documentElement.clientTop,left:e.left+window.pageXOffset-document.documentElement.clientLeft}},n.matches=d,n.parent=function(t,e){let n=t;for(;n=n.parentElement;)if(d(n,e))return n;return null},n.extents=u,n.size=f,n.scroll_size=function(t){return{width:Math.ceil(t.scrollWidth),height:Math.ceil(t.scrollHeight)}},n.outer_size=function(t){const{margin:{left:e,right:n,top:i,bottom:o}}=u(t),{width:s,height:l}=f(t);return{width:Math.ceil(s+e+n),height:Math.ceil(l+i+o)}},n.content_size=function(t){const{left:e,top:n}=t.getBoundingClientRect(),{padding:i}=u(t);let o=0,s=0;for(const l of t.children){const t=l.getBoundingClientRect();o=Math.max(o,Math.ceil(t.left-e-i.left+t.width)),s=Math.max(s,Math.ceil(t.top-n-i.top+t.height))}return{width:o,height:s}},n.position=function(t,e,n){const{style:i}=t;if(i.left=`${e.x}px`,i.top=`${e.y}px`,i.width=`${e.width}px`,i.height=`${e.height}px`,null==n)i.margin=\"\";else{const{top:t,right:e,bottom:o,left:s}=n;i.margin=`${t}px ${e}px ${o}px ${s}px`}},n.children=function(t){return Array.from(t.children)};class p{constructor(t){this.el=t,this.classList=t.classList}get values(){const t=[];for(let e=0;e{document.addEventListener(\"DOMContentLoaded\",(()=>t()),{once:!0})}))}},\n", " function _(o,i,t,e,r){e(),t.root=\"bk-root\",t.default=\".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}\"},\n", " function _(e,t,r,a,c){a();const l=e(1),n=e(46);c(\"Line\",n.Line),c(\"LineScalar\",n.LineScalar),c(\"LineVector\",n.LineVector);const i=e(49);c(\"Fill\",i.Fill),c(\"FillScalar\",i.FillScalar),c(\"FillVector\",i.FillVector);const s=e(50);c(\"Text\",s.Text),c(\"TextScalar\",s.TextScalar),c(\"TextVector\",s.TextVector);const o=e(51);c(\"Hatch\",o.Hatch),c(\"HatchScalar\",o.HatchScalar),c(\"HatchVector\",o.HatchVector);const u=l.__importStar(e(48)),V=e(47);c(\"VisualProperties\",V.VisualProperties),c(\"VisualUniforms\",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new n.Line(e,t);case u.LineScalar:return new n.LineScalar(e,t);case u.LineVector:return new n.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error(\"unknown visual\")}})();this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__=\"Visuals\"},\n", " function _(e,t,i,l,s){l();const n=e(1),a=e(47),o=n.__importStar(e(48)),r=e(22),_=e(8);function h(e){if(_.isArray(e))return e;switch(e){case\"solid\":return[];case\"dashed\":return[6];case\"dotted\":return[2,4];case\"dotdash\":return[2,4,6,4];case\"dashdot\":return[6,4,2,4];default:return e.split(\" \").map(Number).filter(_.isInteger)}}i.resolve_line_dash=h;class c extends a.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=r.color2css(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=h(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=c,c.__name__=\"Line\";class u extends a.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=r.color2css(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=h(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=u,u.__name__=\"LineScalar\";class d extends a.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),n=this.line_join.get(t),a=this.line_cap.get(t),o=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=r.color2css(i,l),e.lineWidth=s,e.lineJoin=n,e.lineCap=a,e.lineDash=h(o),e.lineDashOffset=_}}i.LineVector=d,d.__name__=\"LineVector\",c.prototype.type=\"line\",c.prototype.attrs=Object.keys(o.Line),u.prototype.type=\"line\",u.prototype.attrs=Object.keys(o.LineScalar),d.prototype.type=\"line\",d.prototype.attrs=Object.keys(o.LineVector)},\n", " function _(t,s,o,i,r){i();class e{constructor(t,s=\"\"){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}this.update()}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__=\"VisualProperties\";class p{constructor(t,s=\"\"){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__=\"VisualUniforms\"},\n", " function _(e,l,t,a,c){a();const r=e(1),o=r.__importStar(e(18)),n=e(20),i=r.__importStar(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),\"black\"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,\"bevel\"],line_cap:[n.LineCap,\"butt\"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),\"gray\"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),\"black\"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),\"#444444\"],text_alpha:[i.Alpha,1],text_font:[o.Font,\"helvetica\"],text_font_size:[i.FontSize,\"16px\"],text_font_style:[n.FontStyle,\"normal\"],text_align:[n.TextAlign,\"left\"],text_baseline:[n.TextBaseline,\"bottom\"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,\"black\"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,\"bevel\"],line_cap:[o.LineCapScalar,\"butt\"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,\"gray\"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,\"black\"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,\"#444444\"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,\"helvetica\"],text_font_size:[o.FontSizeScalar,\"16px\"],text_font_style:[o.FontStyleScalar,\"normal\"],text_align:[o.TextAlignScalar,\"left\"],text_baseline:[o.TextBaselineScalar,\"bottom\"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,\"black\"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,\"bevel\"],line_cap:[o.LineCapSpec,\"butt\"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,\"gray\"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,\"black\"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,\"#444444\"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,\"helvetica\"],text_font_size:[o.FontSizeSpec,\"16px\"],text_font_style:[o.FontStyleSpec,\"normal\"],text_align:[o.TextAlignSpec,\"left\"],text_baseline:[o.TextBaselineSpec,\"bottom\"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of _.keys(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},\n", " function _(l,t,e,i,s){i();const o=l(1),a=l(47),r=o.__importStar(l(48)),c=l(22);class _ extends a.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=c.color2css(t,e)}}e.Fill=_,_.__name__=\"Fill\";class n extends a.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=c.color2css(t,e)}}e.FillScalar=n,n.__name__=\"FillScalar\";class p extends a.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=c.color2css(e,i)}}e.FillVector=p,p.__name__=\"FillVector\",_.prototype.type=\"fill\",_.prototype.attrs=Object.keys(r.Fill),n.prototype.type=\"fill\",n.prototype.attrs=Object.keys(r.FillScalar),p.prototype.type=\"fill\",p.prototype.attrs=Object.keys(r.FillVector)},\n", " function _(t,e,s,l,a){l();const o=t(1),_=t(47),i=o.__importStar(t(48)),n=t(22);class x extends _.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}set_value(t){const e=this.text_color.get_value(),s=this.text_alpha.get_value();t.fillStyle=n.color2css(e,s),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}s.Text=x,x.__name__=\"Text\";class r extends _.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}set_value(t){const e=this.text_color.value,s=this.text_alpha.value,l=this.font_value(),a=this.text_align.value,o=this.text_baseline.value;t.fillStyle=n.color2css(e,s),t.font=l,t.textAlign=a,t.textBaseline=o}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}s.TextScalar=r,r.__name__=\"TextScalar\";class u extends _.VisualUniforms{get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const s=this.text_color.get(e),l=this.text_alpha.get(e),a=this.font_value(e),o=this.text_align.get(e),_=this.text_baseline.get(e);t.fillStyle=n.color2css(s,l),t.font=a,t.textAlign=o,t.textBaseline=_}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}s.TextVector=u,u.__name__=\"TextVector\",x.prototype.type=\"text\",x.prototype.attrs=Object.keys(i.Text),r.prototype.type=\"text\",r.prototype.attrs=Object.keys(i.TextScalar),u.prototype.type=\"text\",u.prototype.attrs=Object.keys(i.TextVector)},\n", " function _(t,e,a,h,r){h();const i=t(1),s=t(47),c=t(52),n=i.__importStar(t(18)),_=i.__importStar(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),h=this.hatch_pattern.get_value(),r=this.hatch_weight.get_value(),i=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[h];if(null!=s){const h=s.get_pattern(t,e,a,r);if(h instanceof Promise){const{_update_iteration:t}=this;h.then((e=>{this._update_iteration==t&&(i(e),this.obj.request_render())}))}else i(h)}else{const s=this.obj.canvas.create_layer(),n=c.get_pattern(s,h,t,e,a,r);i(n)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||\" \"==a||\"blank\"==a||null==a)}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:\"transparent\"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return\"repeat\";switch(e.repetition){case\"repeat\":return\"repeat\";case\"repeat_x\":return\"repeat-x\";case\"repeat_y\":return\"repeat-y\";case\"no_repeat\":return\"no-repeat\"}}}a.Hatch=l,l.__name__=\"Hatch\";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||\" \"==a||\"blank\"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new n.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,h=this.hatch_scale.value,r=this.hatch_pattern.value,i=this.hatch_weight.value,s=e=>{this._hatch_image=new n.UniformScalar(e,t)},_=this.hatch_extra.value[r];if(null!=_){const t=_.get_pattern(e,a,h,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),n=c.get_pattern(t,r,e,a,h,i);s(n)}}get doit(){return this._static_doit}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:\"transparent\"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return\"repeat\";switch(e.repetition){case\"repeat\":return\"repeat\";case\"repeat_x\":return\"repeat-x\";case\"repeat_y\":return\"repeat-y\";case\"no_repeat\":return\"no-repeat\"}}}a.HatchScalar=o,o.__name__=\"HatchScalar\";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(\" \"==t||\"blank\"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new n.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,h,r,i)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,h,r);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(i(t),this.obj.request_render())}))}else i(t)}else{const s=this.obj.canvas.create_layer(),n=c.get_pattern(s,t,e,a,h,r);i(n)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,h=this.hatch_alpha.value,r=this.hatch_scale.value;e(this.hatch_pattern.value,a,h,r,this.hatch_weight.value,(e=>{this._hatch_image=new n.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new n.UniformVector(a);for(let h=0;h{a[h]=t}))}}}get doit(){return this._static_doit}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:\"transparent\"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return\"repeat\";switch(a.repetition){case\"repeat\":return\"repeat\";case\"repeat_x\":return\"repeat-x\";case\"repeat_y\":return\"repeat-y\";case\"no_repeat\":return\"no-repeat\"}}}a.HatchVector=u,u.__name__=\"HatchVector\",l.prototype.type=\"hatch\",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type=\"hatch\",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type=\"hatch\",u.prototype.attrs=Object.keys(_.HatchVector)},\n", " function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={\" \":\"blank\",\".\":\"dot\",o:\"ring\",\"-\":\"horizontal_line\",\"|\":\"vertical_line\",\"+\":\"cross\",'\"':\"horizontal_dash\",\":\":\"vertical_dash\",\"@\":\"spiral\",\"/\":\"right_diagonal_line\",\"\\\\\":\"left_diagonal_line\",x:\"diagonal_cross\",\",\":\"right_diagonal_dash\",\"`\":\"left_diagonal_dash\",v:\"horizontal_wave\",\">\":\"vertical_wave\",\"*\":\"criss_cross\"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=i.color2css(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap=\"square\",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case\"blank\":break;case\"dot\":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case\"ring\":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case\"horizontal_line\":l(e,T,v);break;case\"vertical_line\":n(e,T,v);break;case\"cross\":l(e,T,v),n(e,T,v);break;case\"horizontal_dash\":l(e,v,v);break;case\"vertical_dash\":n(e,v,v);break;case\"spiral\":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case\"right_diagonal_line\":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case\"left_diagonal_line\":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case\"diagonal_cross\":t(e,T);break;case\"right_diagonal_dash\":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case\"left_diagonal_dash\":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case\"horizontal_wave\":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case\"vertical_wave\":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case\"criss_cross\":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},\n", " function _(e,t,s,n,c){n();const a=e(14),i=e(8),r=e(13),l=e(19);class o extends a.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}static init_Model(){this.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):l.logger.warn(\"WARNING: Document not defined for updating event callbacks\")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(\":\");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of r.entries(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){r.isEmpty(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if(i.isString(e))return[...this.references()].filter((t=>t instanceof o&&t.name===e));if(e.prototype instanceof a.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error(\"invalid selector\")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(\"found more than one object matching given selector\")}}}s.Model=o,o.__name__=\"Model\",o.init_Model()},\n", " function _(s,e,_,t,a){t();class r{constructor(s,e){this.x_scale=s,this.y_scale=e,this.x_range=this.x_scale.source_range,this.y_range=this.y_scale.source_range,this.ranges=[this.x_range,this.y_range],this.scales=[this.x_scale,this.y_scale]}map_to_screen(s,e){return[this.x_scale.v_compute(s),this.y_scale.v_compute(e)]}map_from_screen(s,e){return[this.x_scale.v_invert(s),this.y_scale.v_invert(e)]}}_.CoordinateTransform=r,r.__name__=\"CoordinateTransform\"},\n", " function _(t,e,s,a,i){a();const n=t(1),_=t(56),r=t(133),o=t(48),l=t(20),d=t(24),h=t(122),c=n.__importStar(t(18)),u=t(10);class v extends _.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await h.build_view(t,{parent:this})),null!=e&&(this.end=await h.build_view(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;\"data\"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),\"data\"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new d.ScreenArray(n);for(let t=0;t({x_start:[c.XCoordinateSpec,{field:\"x_start\"}],y_start:[c.YCoordinateSpec,{field:\"y_start\"}],start_units:[l.SpatialUnits,\"data\"],start:[e(t(r.ArrowHead)),null],x_end:[c.XCoordinateSpec,{field:\"x_end\"}],y_end:[c.YCoordinateSpec,{field:\"y_end\"}],end_units:[l.SpatialUnits,\"data\"],end:[e(t(r.ArrowHead)),()=>new r.OpenHead]})))}}s.Arrow=p,p.__name__=\"Arrow\",p.init_Arrow()},\n", " function _(t,n,s,a,e){a();const i=t(1),o=t(40),c=t(57),_=t(130),r=t(65),l=i.__importStar(t(18));class h extends o.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this.request_render()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}set_data(t){const n=this;for(const s of this.model)if(s instanceof l.VectorSpec||s instanceof l.ScalarSpec)if(s instanceof l.BaseCoordinateSpec){const a=s.array(t);n[`_${s.attr}`]=a}else{const a=s.uniform(t);n[`${s.attr}`]=a}this.plot_model.use_map&&(null!=n._x&&r.inplace.project_xy(n._x,n._y),null!=n._xs&&r.inplace.project_xsys(n._xs,n._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}s.DataAnnotationView=h,h.__name__=\"DataAnnotationView\";class u extends o.Annotation{constructor(t){super(t)}static init_DataAnnotation(){this.define((({Ref:t})=>({source:[t(c.ColumnarDataSource),()=>new _.ColumnDataSource]})))}}s.DataAnnotation=u,u.__name__=\"DataAnnotation\",u.init_DataAnnotation()},\n", " function _(t,e,n,a,i){a();const s=t(58),r=t(15),l=t(19),o=t(60),c=t(8),u=t(9),h=t(13),g=t(59),d=t(129),_=t(29);class m extends s.DataSource{constructor(t){super(t)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:c.isArray(e)||(this.data[t]=e=Array.from(e)),e}static init_ColumnarDataSource(){this.define((({Ref:t})=>({selection_policy:[t(d.SelectionPolicy),()=>new d.UnionRenderers]}))),this.internal((({AnyRef:t})=>({selection_manager:[t(),t=>new o.SelectionManager({source:t})],inspected:[t(),()=>new g.Selection]})))}initialize(){super.initialize(),this._select=new r.Signal0(this,\"select\"),this.inspect=new r.Signal(this,\"inspect\"),this.streaming=new r.Signal0(this,\"streaming\"),this.patching=new r.Signal(this,\"patching\")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return h.keys(this.data)}get_length(t=!0){const e=u.uniq(h.values(this.data).map((t=>_.is_NDArray(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n=\"data source has columns of inconsistent lengths\";if(t)return l.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=m,m.__name__=\"ColumnarDataSource\",m.init_ColumnarDataSource()},\n", " function _(e,t,c,n,a){n();const o=e(53),i=e(59);class s extends o.Model{constructor(e){super(e)}static init_DataSource(){this.define((({Ref:e})=>({selected:[e(i.Selection),()=>new i.Selection]})))}}c.DataSource=s,s.__name__=\"DataSource\",s.init_DataSource()},\n", " function _(i,e,s,t,n){t();const l=i(53),c=i(9),h=i(13);class d extends l.Model{constructor(i){super(i)}get_view(){return this.view}static init_Selection(){this.define((({Int:i,Array:e,Dict:s})=>({indices:[e(i),[]],line_indices:[e(i),[]],multiline_indices:[s(e(i)),{}]}))),this.internal((({Int:i,Array:e,AnyRef:s,Struct:t,Nullable:n})=>({selected_glyphs:[e(s()),[]],view:[n(s()),null],image_indices:[e(t({index:i,dim1:i,dim2:i,flat_index:i})),[]]})))}get selected_glyph(){return this.selected_glyphs.length>0?this.selected_glyphs[0]:null}add_to_selected_glyphs(i){this.selected_glyphs.push(i)}update(i,e=!0,s=\"replace\"){switch(s){case\"replace\":this.indices=i.indices,this.line_indices=i.line_indices,this.selected_glyphs=i.selected_glyphs,this.view=i.view,this.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices;break;case\"append\":this.update_through_union(i);break;case\"intersect\":this.update_through_intersection(i);break;case\"subtract\":this.update_through_subtraction(i)}}clear(){this.indices=[],this.line_indices=[],this.multiline_indices={},this.view=null,this.selected_glyphs=[]}is_empty(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length}update_through_union(i){this.indices=c.union(this.indices,i.indices),this.selected_glyphs=c.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=c.union(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)}update_through_intersection(i){this.indices=c.intersection(this.indices,i.indices),this.selected_glyphs=c.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=c.union(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)}update_through_subtraction(i){this.indices=c.difference(this.indices,i.indices),this.selected_glyphs=c.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=c.union(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)}}s.Selection=d,d.__name__=\"Selection\",d.init_Selection()},\n", " function _(e,t,s,n,i){n();const o=e(14),c=e(59),r=e(61),l=e(123);class p extends o.HasProps{constructor(e){super(e),this.inspectors=new Map}static init_SelectionManager(){this.internal((({AnyRef:e})=>({source:[e()]})))}select(e,t,s,n=\"replace\"){const i=[],o=[];for(const t of e)t instanceof r.GlyphRendererView?i.push(t):t instanceof l.GraphRendererView&&o.push(t);let c=!1;for(const e of o){const i=e.model.selection_policy.hit_test(t,e);c=c||e.model.selection_policy.do_selection(i,e.model,s,n)}if(i.length>0){const e=this.source.selection_policy.hit_test(t,i);c=c||this.source.selection_policy.do_selection(e,this.source,s,n)}return c}inspect(e,t){let s=!1;if(e instanceof r.GlyphRendererView){const n=e.hit_test(t);if(null!=n){s=!n.is_empty();const i=this.get_or_create_inspector(e.model);i.update(n,!0,\"replace\"),this.source.setv({inspected:i},{silent:!0}),this.source.inspect.emit([e.model,{geometry:t}])}}else if(e instanceof l.GraphRendererView){const n=e.model.inspection_policy.hit_test(t,e);s=s||e.model.inspection_policy.do_inspection(n,t,e,!1,\"replace\")}return s}clear(e){this.source.selected.clear(),null!=e&&this.get_or_create_inspector(e.model).clear()}get_or_create_inspector(e){let t=this.inspectors.get(e);return null==t&&(t=new c.Selection,this.inspectors.set(e,t)),t}}s.SelectionManager=p,p.__name__=\"SelectionManager\",p.init_SelectionManager()},\n", " function _(e,t,i,s,l){s();const h=e(62),n=e(63),o=e(116),a=e(117),c=e(119),d=e(98),_=e(57),r=e(120),p=e(24),g=e(12),u=e(9),y=e(13),m=e(122),v=e(104),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},b={fill:{fill_alpha:.2},line:{}};class V extends h.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e,t;await super.lazy_initialize();const i=this.model.glyph;this.glyph=await this.build_glyph_view(i);const s=\"fill\"in this.glyph.visuals,l=\"line\"in this.glyph.visuals,h=Object.assign({},i.attributes);function n(e){const t=y.clone(h);return s&&y.extend(t,e.fill),l&&y.extend(t,e.line),new i.constructor(t)}delete h.id;let{selection_glyph:o}=this.model;null==o?o=n({fill:{},line:{}}):\"auto\"==o&&(o=n(f)),this.selection_glyph=await this.build_glyph_view(o);let{nonselection_glyph:a}=this.model;null==a?a=n({fill:{},line:{}}):\"auto\"==a&&(a=n(b)),this.nonselection_glyph=await this.build_glyph_view(a);const{hover_glyph:c}=this.model;null!=c&&(this.hover_glyph=await this.build_glyph_view(c));const{muted_glyph:d}=this.model;null!=d&&(this.muted_glyph=await this.build_glyph_view(d));const _=n(w);this.decimated_glyph=await this.build_glyph_view(_),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),null===(t=this.muted_glyph)||void 0===t||t.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return m.build_view(e,{parent:this})}remove(){var e,t;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),null===(t=this.muted_glyph)||void 0===t||t.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),null!=this.muted_glyph&&this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new p.Indices(l);for(let e=0;e!d||d.is_empty()?[]:d.selected_glyph?this.model.view.convert_indices_from_subset(i):d.indices.length>0?d.indices:Object.keys(d.multiline_indices).map((e=>parseInt(e))))()),r=g.filter(i,(e=>_.has(t[e]))),{lod_threshold:p}=this.plot_model;let y,m,v;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],y=this.decimated_glyph,m=this.decimated_glyph,v=this.selection_glyph):(y=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,m=this.nonselection_glyph,v=this.selection_glyph),null!=this.hover_glyph&&r.length&&(i=u.difference(i,r)),h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,o=new Array;if(this.glyph instanceof n.LineView)for(const i of t)null!=e[i]?l.push(i):o.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):o.push(s);m.render(s,o),v.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof n.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(r)):this.hover_glyph.render(s,r))}else if(this.glyph instanceof n.LineView)this.hover_glyph&&r.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(r)):y.render(s,t);else if(this.glyph instanceof o.PatchView||this.glyph instanceof a.HAreaView||this.glyph instanceof c.VAreaView)if(0==d.selected_glyphs.length||null==this.hover_glyph)y.render(s,t);else for(const e of d.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else y.render(s,i),this.hover_glyph&&r.length&&this.hover_glyph.render(s,r);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=V,V.__name__=\"GlyphRendererView\";class G extends h.DataRenderer{constructor(e){super(e)}static init_GlyphRenderer(){this.prototype.default_view=V,this.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(_.ColumnarDataSource)],view:[s(r.CDSView),e=>new r.CDSView({source:e.data_source})],glyph:[s(d.Glyph)],hover_glyph:[h(s(d.Glyph)),null],nonselection_glyph:[i(s(d.Glyph),t,l),\"auto\"],selection_glyph:[i(s(d.Glyph),t,l),\"auto\"],muted_glyph:[h(s(d.Glyph)),null],muted:[e,!1]})))}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,G.__name__=\"GlyphRenderer\",G.init_GlyphRenderer()},\n", " function _(e,r,t,a,n){a();const s=e(41);class i extends s.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=i,i.__name__=\"DataRendererView\";class _ extends s.Renderer{constructor(e){super(e)}static init_DataRenderer(){this.override({level:\"glyph\"})}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=_,_.__name__=\"DataRenderer\",_.init_DataRenderer()},\n", " function _(e,i,t,s,n){s();const l=e(1),_=e(64),r=e(106),h=e(108),o=l.__importStar(e(48)),a=l.__importStar(e(107)),c=e(59);class d extends _.XYGlyphView{initialize(){super.initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;null!=e&&(this.glglyph=new h.LineGL(e.gl,this))}_render(e,i,t){const{sx:s,sy:n}=null!=t?t:this;let l=!0;e.beginPath();for(const t of i){const i=s[t],_=n[t];isFinite(i+_)?l?(e.moveTo(i,_),l=!1):e.lineTo(i,_):l=!0}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const i=new c.Selection,t={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e({x:[p.XCoordinateSpec,{field:\"x\"}],y:[p.YCoordinateSpec,{field:\"y\"}]})))}}i.XYGlyph=d,d.__name__=\"XYGlyph\",d.init_XYGlyph()},\n", " function _(n,t,e,o,r){o();const c=n(1),l=c.__importDefault(n(66)),i=c.__importDefault(n(67)),u=n(24),a=new i.default(\"GOOGLE\"),s=new i.default(\"WGS84\"),f=l.default(s,a);e.wgs84_mercator={compute:(n,t)=>isFinite(n)&&isFinite(t)?f.forward([n,t]):[NaN,NaN],invert:(n,t)=>isFinite(n)&&isFinite(t)?f.inverse([n,t]):[NaN,NaN]};const _={lon:[-20026376.39,20026376.39],lat:[-20048966.1,20048966.1]},p={lon:[-180,180],lat:[-85.06,85.06]},{min:g,max:h}=Math;function m(n,t){const o=g(n.length,t.length),r=u.infer_type(n,t),c=new r(o),l=new r(o);return e.inplace.project_xy(n,t,c,l),[c,l]}e.clip_mercator=function(n,t,e){const[o,r]=_[e];return[h(n,o),g(t,r)]},e.in_bounds=function(n,t){const[e,o]=p[t];return e2?void 0!==e.name&&\"geocent\"===e.name||void 0!==n.name&&\"geocent\"===n.name?\"number\"==typeof r.z?[r.x,r.y,r.z].concat(t.splice(3)):[r.x,r.y,t[2]].concat(t.splice(3)):[r.x,r.y].concat(t.splice(2)):[r.x,r.y]):(o=c.default(e,n,t),2===(a=Object.keys(t)).length||a.forEach((function(r){if(void 0!==e.name&&\"geocent\"===e.name||void 0!==n.name&&\"geocent\"===n.name){if(\"x\"===r||\"y\"===r||\"z\"===r)return}else if(\"x\"===r||\"y\"===r)return;o[r]=t[r]})),o)}function l(e){return e instanceof i.default?e:e.oProj?e.oProj:i.default(e)}t.default=function(e,n,t){e=l(e);var r,o=!1;return void 0===n?(n=e,e=u,o=!0):(void 0!==n.x||Array.isArray(n))&&(t=n,n=e,e=u,o=!0),n=l(n),t?f(e,n,t):(r={forward:function(t){return f(e,n,t)},inverse:function(t){return f(n,e,t)}},o&&(r.oProj=n),r)}},\n", " function _(t,e,a,s,i){s();const u=t(1),l=u.__importDefault(t(68)),o=u.__importDefault(t(79)),r=u.__importDefault(t(80)),f=t(88),p=u.__importDefault(t(90)),d=u.__importDefault(t(91)),m=u.__importDefault(t(75));function n(t,e){if(!(this instanceof n))return new n(t);e=e||function(t){if(t)throw t};var a=l.default(t);if(\"object\"==typeof a){var s=n.projections.get(a.projName);if(s){if(a.datumCode&&\"none\"!==a.datumCode){var i=m.default(p.default,a.datumCode);i&&(a.datum_params=i.towgs84?i.towgs84.split(\",\"):null,a.ellps=i.ellipse,a.datumName=i.datumName?i.datumName:a.datumCode)}a.k0=a.k0||1,a.axis=a.axis||\"enu\",a.ellps=a.ellps||\"wgs84\";var u=f.sphere(a.a,a.b,a.rf,a.ellps,a.sphere),r=f.eccentricity(u.a,u.b,u.rf,a.R_A),h=a.datum||d.default(a.datumCode,a.datum_params,u.a,u.b,r.es,r.ep2);o.default(this,a),o.default(this,s),this.a=u.a,this.b=u.b,this.rf=u.rf,this.sphere=u.sphere,this.es=r.es,this.e=r.e,this.ep2=r.ep2,this.datum=h,this.init(),e(null,this)}else e(t)}else e(t)}n.projections=r.default,n.projections.start(),a.default=n},\n", " function _(t,r,n,u,e){u();const f=t(1),i=f.__importDefault(t(69)),a=f.__importDefault(t(76)),o=f.__importDefault(t(71)),l=f.__importDefault(t(75));var C=[\"PROJECTEDCRS\",\"PROJCRS\",\"GEOGCS\",\"GEOCCS\",\"PROJCS\",\"LOCAL_CS\",\"GEODCRS\",\"GEODETICCRS\",\"GEODETICDATUM\",\"ENGCRS\",\"ENGINEERINGCRS\"];var d=[\"3857\",\"900913\",\"3785\",\"102113\"];n.default=function(t){if(!function(t){return\"string\"==typeof t}(t))return t;if(function(t){return t in i.default}(t))return i.default[t];if(function(t){return C.some((function(r){return t.indexOf(r)>-1}))}(t)){var r=a.default(t);if(function(t){var r=l.default(t,\"authority\");if(r){var n=l.default(r,\"epsg\");return n&&d.indexOf(n)>-1}}(r))return i.default[\"EPSG:3857\"];var n=function(t){var r=l.default(t,\"extension\");if(r)return l.default(r,\"proj4\")}(r);return n?o.default(n):r}return function(t){return\"+\"===t[0]}(t)?o.default(t):void 0}},\n", " function _(t,r,i,e,n){e();const f=t(1),a=f.__importDefault(t(70)),l=f.__importDefault(t(71)),u=f.__importDefault(t(76));function o(t){var r=this;if(2===arguments.length){var i=arguments[1];\"string\"==typeof i?\"+\"===i.charAt(0)?o[t]=l.default(arguments[1]):o[t]=u.default(arguments[1]):o[t]=i}else if(1===arguments.length){if(Array.isArray(t))return t.map((function(t){Array.isArray(t)?o.apply(r,t):o(t)}));if(\"string\"==typeof t){if(t in o)return o[t]}else\"EPSG\"in t?o[\"EPSG:\"+t.EPSG]=t:\"ESRI\"in t?o[\"ESRI:\"+t.ESRI]=t:\"IAU2000\"in t?o[\"IAU2000:\"+t.IAU2000]=t:console.log(t);return}}a.default(o),i.default=o},\n", " function _(t,l,G,S,e){S(),G.default=function(t){t(\"EPSG:4326\",\"+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees\"),t(\"EPSG:4269\",\"+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees\"),t(\"EPSG:3857\",\"+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null +no_defs\"),t.WGS84=t[\"EPSG:4326\"],t[\"EPSG:3785\"]=t[\"EPSG:3857\"],t.GOOGLE=t[\"EPSG:3857\"],t[\"EPSG:900913\"]=t[\"EPSG:3857\"],t[\"EPSG:102113\"]=t[\"EPSG:3857\"]}},\n", " function _(t,n,o,a,u){a();const e=t(1),r=t(72),i=e.__importDefault(t(73)),f=e.__importDefault(t(74)),l=e.__importDefault(t(75));o.default=function(t){var n,o,a,u={},e=t.split(\"+\").map((function(t){return t.trim()})).filter((function(t){return t})).reduce((function(t,n){var o=n.split(\"=\");return o.push(!0),t[o[0].toLowerCase()]=o[1],t}),{}),c={proj:\"projName\",datum:\"datumCode\",rf:function(t){u.rf=parseFloat(t)},lat_0:function(t){u.lat0=t*r.D2R},lat_1:function(t){u.lat1=t*r.D2R},lat_2:function(t){u.lat2=t*r.D2R},lat_ts:function(t){u.lat_ts=t*r.D2R},lon_0:function(t){u.long0=t*r.D2R},lon_1:function(t){u.long1=t*r.D2R},lon_2:function(t){u.long2=t*r.D2R},alpha:function(t){u.alpha=parseFloat(t)*r.D2R},lonc:function(t){u.longc=t*r.D2R},x_0:function(t){u.x0=parseFloat(t)},y_0:function(t){u.y0=parseFloat(t)},k_0:function(t){u.k0=parseFloat(t)},k:function(t){u.k0=parseFloat(t)},a:function(t){u.a=parseFloat(t)},b:function(t){u.b=parseFloat(t)},r_a:function(){u.R_A=!0},zone:function(t){u.zone=parseInt(t,10)},south:function(){u.utmSouth=!0},towgs84:function(t){u.datum_params=t.split(\",\").map((function(t){return parseFloat(t)}))},to_meter:function(t){u.to_meter=parseFloat(t)},units:function(t){u.units=t;var n=l.default(f.default,t);n&&(u.to_meter=n.to_meter)},from_greenwich:function(t){u.from_greenwich=t*r.D2R},pm:function(t){var n=l.default(i.default,t);u.from_greenwich=(n||parseFloat(t))*r.D2R},nadgrids:function(t){\"@null\"===t?u.datumCode=\"none\":u.nadgrids=t},axis:function(t){var n=\"ewnsud\";3===t.length&&-1!==n.indexOf(t.substr(0,1))&&-1!==n.indexOf(t.substr(1,1))&&-1!==n.indexOf(t.substr(2,1))&&(u.axis=t)}};for(n in e)o=e[n],n in c?\"function\"==typeof(a=c[n])?a(o):u[a]=o:u[n]=o;return\"string\"==typeof u.datumCode&&\"WGS84\"!==u.datumCode&&(u.datumCode=u.datumCode.toLowerCase()),u}},\n", " function _(P,A,_,D,I){D(),_.PJD_3PARAM=1,_.PJD_7PARAM=2,_.PJD_WGS84=4,_.PJD_NODATUM=5,_.SEC_TO_RAD=484813681109536e-20,_.HALF_PI=Math.PI/2,_.SIXTH=.16666666666666666,_.RA4=.04722222222222222,_.RA6=.022156084656084655,_.EPSLN=1e-10,_.D2R=.017453292519943295,_.R2D=57.29577951308232,_.FORTPI=Math.PI/4,_.TWO_PI=2*Math.PI,_.SPI=3.14159265359},\n", " function _(o,r,a,e,s){e();var n={};a.default=n,n.greenwich=0,n.lisbon=-9.131906111111,n.paris=2.337229166667,n.bogota=-74.080916666667,n.madrid=-3.687938888889,n.rome=12.452333333333,n.bern=7.439583333333,n.jakarta=106.807719444444,n.ferro=-17.666666666667,n.brussels=4.367975,n.stockholm=18.058277777778,n.athens=23.7163375,n.oslo=10.722916666667},\n", " function _(t,e,f,o,u){o(),f.default={ft:{to_meter:.3048},\"us-ft\":{to_meter:1200/3937}}},\n", " function _(e,r,t,a,n){a();var o=/[\\s_\\-\\/\\(\\)]/g;t.default=function(e,r){if(e[r])return e[r];for(var t,a=Object.keys(e),n=r.toLowerCase().replace(o,\"\"),f=-1;++f0?90:-90),e.lat_ts=e.lat1)}(d),d}},\n", " function _(t,e,r,i,s){i(),r.default=function(t){return new d(t).output()};var h=/\\s/,o=/[A-Za-z]/,n=/[A-Za-z84]/,a=/[,\\]]/,u=/[\\d\\.E\\-\\+]/;function d(t){if(\"string\"!=typeof t)throw new Error(\"not a string\");this.text=t.trim(),this.level=0,this.place=0,this.root=null,this.stack=[],this.currentObject=null,this.state=1}d.prototype.readCharicter=function(){var t=this.text[this.place++];if(4!==this.state)for(;h.test(t);){if(this.place>=this.text.length)return;t=this.text[this.place++]}switch(this.state){case 1:return this.neutral(t);case 2:return this.keyword(t);case 4:return this.quoted(t);case 5:return this.afterquote(t);case 3:return this.number(t);case-1:return}},d.prototype.afterquote=function(t){if('\"'===t)return this.word+='\"',void(this.state=4);if(a.test(t))return this.word=this.word.trim(),void this.afterItem(t);throw new Error(\"havn't handled \\\"\"+t+'\" in afterquote yet, index '+this.place)},d.prototype.afterItem=function(t){return\",\"===t?(null!==this.word&&this.currentObject.push(this.word),this.word=null,void(this.state=1)):\"]\"===t?(this.level--,null!==this.word&&(this.currentObject.push(this.word),this.word=null),this.state=1,this.currentObject=this.stack.pop(),void(this.currentObject||(this.state=-1))):void 0},d.prototype.number=function(t){if(!u.test(t)){if(a.test(t))return this.word=parseFloat(this.word),void this.afterItem(t);throw new Error(\"havn't handled \\\"\"+t+'\" in number yet, index '+this.place)}this.word+=t},d.prototype.quoted=function(t){'\"'!==t?this.word+=t:this.state=5},d.prototype.keyword=function(t){if(n.test(t))this.word+=t;else{if(\"[\"===t){var e=[];return e.push(this.word),this.level++,null===this.root?this.root=e:this.currentObject.push(e),this.stack.push(this.currentObject),this.currentObject=e,void(this.state=1)}if(!a.test(t))throw new Error(\"havn't handled \\\"\"+t+'\" in keyword yet, index '+this.place);this.afterItem(t)}},d.prototype.neutral=function(t){if(o.test(t))return this.word=t,void(this.state=2);if('\"'===t)return this.word=\"\",void(this.state=4);if(u.test(t))return this.word=t,void(this.state=3);if(!a.test(t))throw new Error(\"havn't handled \\\"\"+t+'\" in neutral yet, index '+this.place);this.afterItem(t)},d.prototype.output=function(){for(;this.place90&&a*o.R2D<-90&&h*o.R2D>180&&h*o.R2D<-180)return null;if(Math.abs(Math.abs(a)-o.HALF_PI)<=o.EPSLN)return null;if(this.sphere)i=this.x0+this.a*this.k0*n.default(h-this.long0),s=this.y0+this.a*this.k0*Math.log(Math.tan(o.FORTPI+.5*a));else{var e=Math.sin(a),r=l.default(this.e,a,e);i=this.x0+this.a*this.k0*n.default(h-this.long0),s=this.y0-this.a*this.k0*Math.log(r)}return t.x=i,t.y=s,t}function M(t){var i,s,h=t.x-this.x0,a=t.y-this.y0;if(this.sphere)s=o.HALF_PI-2*Math.atan(Math.exp(-a/(this.a*this.k0)));else{var e=Math.exp(-a/(this.a*this.k0));if(-9999===(s=u.default(this.e,e)))return null}return i=n.default(this.long0+h/(this.a*this.k0)),t.x=i,t.y=s,t}s.init=f,s.forward=_,s.inverse=M,s.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"],s.default={init:f,forward:_,inverse:M,names:s.names}},\n", " function _(t,n,r,u,a){u(),r.default=function(t,n,r){var u=t*n;return r/Math.sqrt(1-u*u)}},\n", " function _(t,n,u,a,f){a();const e=t(1),o=t(72),_=e.__importDefault(t(84));u.default=function(t){return Math.abs(t)<=o.SPI?t:t-_.default(t)*o.TWO_PI}},\n", " function _(n,t,u,f,c){f(),u.default=function(n){return n<0?-1:1}},\n", " function _(t,n,a,o,u){o();const c=t(72);a.default=function(t,n,a){var o=t*a,u=.5*t;return o=Math.pow((1-o)/(1+o),u),Math.tan(.5*(c.HALF_PI-n))/o}},\n", " function _(t,a,n,r,f){r();const h=t(72);n.default=function(t,a){for(var n,r,f=.5*t,o=h.HALF_PI-2*Math.atan(a),u=0;u<=15;u++)if(n=t*Math.sin(o),o+=r=h.HALF_PI-2*Math.atan(a*Math.pow((1-n)/(1+n),f))-o,Math.abs(r)<=1e-10)return o;return-9999}},\n", " function _(n,i,e,t,r){function a(){}function f(n){return n}t(),e.init=a,e.forward=f,e.inverse=f,e.names=[\"longlat\",\"identity\"],e.default={init:a,forward:f,inverse:f,names:e.names}},\n", " function _(t,r,e,a,n){a();const f=t(1),i=t(72),u=f.__importStar(t(89)),c=f.__importDefault(t(75));e.eccentricity=function(t,r,e,a){var n=t*t,f=r*r,u=(n-f)/n,c=0;return a?(n=(t*=1-u*(i.SIXTH+u*(i.RA4+u*i.RA6)))*t,u=0):c=Math.sqrt(u),{es:u,e:c,ep2:(n-f)/f}},e.sphere=function(t,r,e,a,n){if(!t){var f=c.default(u.default,a);f||(f=u.WGS84),t=f.a,r=f.b,e=f.rf}return e&&!r&&(r=(1-1/e)*t),(0===e||Math.abs(t-r)3&&(0===r.datum_params[3]&&0===r.datum_params[4]&&0===r.datum_params[5]&&0===r.datum_params[6]||(r.datum_type=p.PJD_7PARAM,r.datum_params[3]*=p.SEC_TO_RAD,r.datum_params[4]*=p.SEC_TO_RAD,r.datum_params[5]*=p.SEC_TO_RAD,r.datum_params[6]=r.datum_params[6]/1e6+1))),r.a=_,r.b=t,r.es=u,r.ep2=d,r}},\n", " function _(t,e,a,r,u){r();const m=t(1),_=t(72),o=m.__importDefault(t(93)),d=m.__importDefault(t(95)),f=m.__importDefault(t(67)),n=m.__importDefault(t(96)),i=m.__importDefault(t(97));a.default=function t(e,a,r){var u;if(Array.isArray(r)&&(r=n.default(r)),i.default(r),e.datum&&a.datum&&function(t,e){return(t.datum.datum_type===_.PJD_3PARAM||t.datum.datum_type===_.PJD_7PARAM)&&\"WGS84\"!==e.datumCode||(e.datum.datum_type===_.PJD_3PARAM||e.datum.datum_type===_.PJD_7PARAM)&&\"WGS84\"!==t.datumCode}(e,a)&&(r=t(e,u=new f.default(\"WGS84\"),r),e=u),\"enu\"!==e.axis&&(r=d.default(e,!1,r)),\"longlat\"===e.projName)r={x:r.x*_.D2R,y:r.y*_.D2R,z:r.z||0};else if(e.to_meter&&(r={x:r.x*e.to_meter,y:r.y*e.to_meter,z:r.z||0}),!(r=e.inverse(r)))return;return e.from_greenwich&&(r.x+=e.from_greenwich),r=o.default(e.datum,a.datum,r),a.from_greenwich&&(r={x:r.x-a.from_greenwich,y:r.y,z:r.z||0}),\"longlat\"===a.projName?r={x:r.x*_.R2D,y:r.y*_.R2D,z:r.z||0}:(r=a.forward(r),a.to_meter&&(r={x:r.x/a.to_meter,y:r.y/a.to_meter,z:r.z||0})),\"enu\"!==a.axis?d.default(a,!0,r):r}},\n", " function _(t,e,a,u,c){u();const m=t(72),o=t(94);function _(t){return t===m.PJD_3PARAM||t===m.PJD_7PARAM}a.default=function(t,e,a){return o.compareDatums(t,e)||t.datum_type===m.PJD_NODATUM||e.datum_type===m.PJD_NODATUM?a:t.es!==e.es||t.a!==e.a||_(t.datum_type)||_(e.datum_type)?(a=o.geodeticToGeocentric(a,t.es,t.a),_(t.datum_type)&&(a=o.geocentricToWgs84(a,t.datum_type,t.datum_params)),_(e.datum_type)&&(a=o.geocentricFromWgs84(a,e.datum_type,e.datum_params)),o.geocentricToGeodetic(a,e.es,e.a,e.b)):a}},\n", " function _(a,t,r,m,s){m();const u=a(72);r.compareDatums=function(a,t){return a.datum_type===t.datum_type&&(!(a.a!==t.a||Math.abs(a.es-t.es)>5e-11)&&(a.datum_type===u.PJD_3PARAM?a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]:a.datum_type!==u.PJD_7PARAM||a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]&&a.datum_params[3]===t.datum_params[3]&&a.datum_params[4]===t.datum_params[4]&&a.datum_params[5]===t.datum_params[5]&&a.datum_params[6]===t.datum_params[6]))},r.geodeticToGeocentric=function(a,t,r){var m,s,_,e,n=a.x,d=a.y,i=a.z?a.z:0;if(d<-u.HALF_PI&&d>-1.001*u.HALF_PI)d=-u.HALF_PI;else if(d>u.HALF_PI&&d<1.001*u.HALF_PI)d=u.HALF_PI;else{if(d<-u.HALF_PI)return{x:-1/0,y:-1/0,z:a.z};if(d>u.HALF_PI)return{x:1/0,y:1/0,z:a.z}}return n>Math.PI&&(n-=2*Math.PI),s=Math.sin(d),e=Math.cos(d),_=s*s,{x:((m=r/Math.sqrt(1-t*_))+i)*e*Math.cos(n),y:(m+i)*e*Math.sin(n),z:(m*(1-t)+i)*s}},r.geocentricToGeodetic=function(a,t,r,m){var s,_,e,n,d,i,p,P,y,z,M,o,A,c,x,h=1e-12,f=a.x,I=a.y,F=a.z?a.z:0;if(s=Math.sqrt(f*f+I*I),_=Math.sqrt(f*f+I*I+F*F),s/r1e-24&&A<30);return{x:c,y:Math.atan(M/Math.abs(z)),z:x}},r.geocentricToWgs84=function(a,t,r){if(t===u.PJD_3PARAM)return{x:a.x+r[0],y:a.y+r[1],z:a.z+r[2]};if(t===u.PJD_7PARAM){var m=r[0],s=r[1],_=r[2],e=r[3],n=r[4],d=r[5],i=r[6];return{x:i*(a.x-d*a.y+n*a.z)+m,y:i*(d*a.x+a.y-e*a.z)+s,z:i*(-n*a.x+e*a.y+a.z)+_}}},r.geocentricFromWgs84=function(a,t,r){if(t===u.PJD_3PARAM)return{x:a.x-r[0],y:a.y-r[1],z:a.z-r[2]};if(t===u.PJD_7PARAM){var m=r[0],s=r[1],_=r[2],e=r[3],n=r[4],d=r[5],i=r[6],p=(a.x-m)/i,P=(a.y-s)/i,y=(a.z-_)/i;return{x:p+d*P-n*y,y:-d*p+P+e*y,z:n*p-e*P+y}}}},\n", " function _(e,a,i,r,s){r(),i.default=function(e,a,i){var r,s,n,c=i.x,d=i.y,f=i.z||0,u={};for(n=0;n<3;n++)if(!a||2!==n||void 0!==i.z)switch(0===n?(r=c,s=-1!==\"ew\".indexOf(e.axis[n])?\"x\":\"y\"):1===n?(r=d,s=-1!==\"ns\".indexOf(e.axis[n])?\"y\":\"x\"):(r=f,s=\"z\"),e.axis[n]){case\"e\":u[s]=r;break;case\"w\":u[s]=-r;break;case\"n\":u[s]=r;break;case\"s\":u[s]=-r;break;case\"u\":void 0!==i[s]&&(u.z=r);break;case\"d\":void 0!==i[s]&&(u.z=-r);break;default:return null}return u}},\n", " function _(n,t,e,u,f){u(),e.default=function(n){var t={x:n[0],y:n[1]};return n.length>2&&(t.z=n[2]),n.length>3&&(t.m=n[3]),t}},\n", " function _(e,i,n,t,r){function o(e){if(\"function\"==typeof Number.isFinite){if(Number.isFinite(e))return;throw new TypeError(\"coordinates must be finite numbers\")}if(\"number\"!=typeof e||e!=e||!isFinite(e))throw new TypeError(\"coordinates must be finite numbers\")}t(),n.default=function(e){o(e.x),o(e.y)}},\n", " function _(e,t,s,i,n){i();const r=e(1),a=r.__importStar(e(18)),o=r.__importStar(e(99)),_=r.__importStar(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(100),p=e(12),g=e(26),y=e(101),x=e(104),v=e(59),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||(e.beginPath(),this._render(e,t,null!=s?s:this.base))}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case\"center\":case\"center_center\":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i=\"edge\",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if(\"center\"==i)for(let e=0;em(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case\"point\":if(null!=this._hit_point)return this._hit_point(e);break;case\"span\":if(null!=this._hit_span)return this._hit_span(e);break;case\"rect\":if(null!=this._hit_rect)return this._hit_rect(e);break;case\"poly\":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,u.isString(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&g.is_equal(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_range:n,y_range:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _=\"x\"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if(\"width\"in t)if(\"left\"in t)i=t.left,e=i+t.width;else if(\"right\"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if(\"height\"in t)if(\"top\"in t)h=t.top,r=h+t.height;else if(\"bottom\"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return tthis.x1&&(t=this.x1),ithis.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1this.x1||t.y1this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;hthis.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h{const s=new Uint32Array(r);for(let n=0;n>1;i[s]>n?e=s:t=s+1}return i[t]}class r extends o.default{search_indices(n,i,t,e){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");let s=this._boxes.length-4;const o=[],x=new d.Indices(this.numItems);for(;void 0!==s;){const d=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h>2];tthis._boxes[h+2]||i>this._boxes[h+3]||(s<4*this.numItems?x.set(d):o.push(d)))}s=o.pop()}return x}}r.__name__=\"_FlatBush\";class l{constructor(n){this.index=null,n>0&&(this.index=new r(n))}add(n,i,t,e){var s;null===(s=this.index)||void 0===s||s.add(n,i,t,e)}add_empty(){var n;null===(n=this.index)||void 0===n||n.add(1/0,1/0,-1/0,-1/0)}finish(){var n;null===(n=this.index)||void 0===n||n.finish()}_normalize(n){let{x0:i,y0:t,x1:e,y1:s}=n;return i>e&&([i,e]=[e,i]),t>s&&([t,s]=[s,t]),{x0:i,y0:t,x1:e,y1:s}}get bbox(){if(null==this.index)return x.empty();{const{minX:n,minY:i,maxX:t,maxY:e}=this.index;return{x0:n,y0:i,x1:t,y1:e}}}indices(n){if(null==this.index)return new d.Indices(0);{const{x0:i,y0:t,x1:e,y1:s}=this._normalize(n);return this.index.search_indices(i,t,e,s)}}bounds(n){const i=x.empty();for(const t of this.indices(n)){const n=this.index._boxes,e=n[4*t+0],s=n[4*t+1],o=n[4*t+2],d=n[4*t+3];ei.x1&&(i.x1=o),si.y1&&(i.y1=d)}return i}}t.SpatialIndex=l,l.__name__=\"SpatialIndex\"},\n", " function _(t,s,i,e,h){e();const n=t(1).__importDefault(t(103)),o=[Int8Array,Uint8Array,Uint8ClampedArray,Int16Array,Uint16Array,Int32Array,Uint32Array,Float32Array,Float64Array];class r{static from(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Data must be an instance of ArrayBuffer.\");const[s,i]=new Uint8Array(t,0,2);if(251!==s)throw new Error(\"Data does not appear to be in a Flatbush format.\");if(i>>4!=3)throw new Error(`Got v${i>>4} data when expected v3.`);const[e]=new Uint16Array(t,2,1),[h]=new Uint32Array(t,4,1);return new r(h,e,o[15&i],t)}constructor(t,s=16,i=Float64Array,e){if(void 0===t)throw new Error(\"Missing required argument: numItems.\");if(isNaN(t)||t<=0)throw new Error(`Unpexpected numItems value: ${t}.`);this.numItems=+t,this.nodeSize=Math.min(Math.max(+s,2),65535);let h=t,r=h;this._levelBounds=[4*h];do{h=Math.ceil(h/this.nodeSize),r+=h,this._levelBounds.push(4*r)}while(1!==h);this.ArrayType=i||Float64Array,this.IndexArrayType=r<16384?Uint16Array:Uint32Array;const a=o.indexOf(this.ArrayType),_=4*r*this.ArrayType.BYTES_PER_ELEMENT;if(a<0)throw new Error(`Unexpected typed array class: ${i}.`);e&&e instanceof ArrayBuffer?(this.data=e,this._boxes=new this.ArrayType(this.data,8,4*r),this._indices=new this.IndexArrayType(this.data,8+_,r),this._pos=4*r,this.minX=this._boxes[this._pos-4],this.minY=this._boxes[this._pos-3],this.maxX=this._boxes[this._pos-2],this.maxY=this._boxes[this._pos-1]):(this.data=new ArrayBuffer(8+_+r*this.IndexArrayType.BYTES_PER_ELEMENT),this._boxes=new this.ArrayType(this.data,8,4*r),this._indices=new this.IndexArrayType(this.data,8+_,r),this._pos=0,this.minX=1/0,this.minY=1/0,this.maxX=-1/0,this.maxY=-1/0,new Uint8Array(this.data,0,2).set([251,48+a]),new Uint16Array(this.data,2,1)[0]=s,new Uint32Array(this.data,4,1)[0]=t),this._queue=new n.default}add(t,s,i,e){const h=this._pos>>2;return this._indices[h]=h,this._boxes[this._pos++]=t,this._boxes[this._pos++]=s,this._boxes[this._pos++]=i,this._boxes[this._pos++]=e,tthis.maxX&&(this.maxX=i),e>this.maxY&&(this.maxY=e),h}finish(){if(this._pos>>2!==this.numItems)throw new Error(`Added ${this._pos>>2} items when expected ${this.numItems}.`);if(this.numItems<=this.nodeSize)return this._boxes[this._pos++]=this.minX,this._boxes[this._pos++]=this.minY,this._boxes[this._pos++]=this.maxX,void(this._boxes[this._pos++]=this.maxY);const t=this.maxX-this.minX,s=this.maxY-this.minY,i=new Uint32Array(this.numItems);for(let e=0;e>2]=t,this._boxes[this._pos++]=e,this._boxes[this._pos++]=h,this._boxes[this._pos++]=n,this._boxes[this._pos++]=o}}}search(t,s,i,e,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");let n=this._boxes.length-4;const o=[],r=[];for(;void 0!==n;){const a=Math.min(n+4*this.nodeSize,_(n,this._levelBounds));for(let _=n;_>2];ithis._boxes[_+2]||s>this._boxes[_+3]||(n<4*this.numItems?(void 0===h||h(a))&&r.push(a):o.push(a)))}n=o.pop()}return r}neighbors(t,s,i=1/0,e=1/0,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");let n=this._boxes.length-4;const o=this._queue,r=[],x=e*e;for(;void 0!==n;){const e=Math.min(n+4*this.nodeSize,_(n,this._levelBounds));for(let i=n;i>2],r=a(t,this._boxes[i],this._boxes[i+2]),_=a(s,this._boxes[i+1],this._boxes[i+3]),x=r*r+_*_;n<4*this.numItems?(void 0===h||h(e))&&o.push(-e-1,x):o.push(e,x)}for(;o.length&&o.peek()<0;){if(o.peekValue()>x)return o.clear(),r;if(r.push(-o.pop()-1),r.length===i)return o.clear(),r}n=o.pop()}return o.clear(),r}}function a(t,s,i){return t>1;s[h]>t?e=h:i=h+1}return s[i]}function x(t,s,i,e,h,n){if(Math.floor(e/n)>=Math.floor(h/n))return;const o=t[e+h>>1];let r=e-1,a=h+1;for(;;){do{r++}while(t[r]o);if(r>=a)break;d(t,s,i,r,a)}x(t,s,i,e,a,n),x(t,s,i,a+1,h,n)}function d(t,s,i,e,h){const n=t[e];t[e]=t[h],t[h]=n;const o=4*e,r=4*h,a=s[o],_=s[o+1],x=s[o+2],d=s[o+3];s[o]=s[r],s[o+1]=s[r+1],s[o+2]=s[r+2],s[o+3]=s[r+3],s[r]=a,s[r+1]=_,s[r+2]=x,s[r+3]=d;const m=i[e];i[e]=i[h],i[h]=m}function m(t,s){let i=t^s,e=65535^i,h=65535^(t|s),n=t&(65535^s),o=i|e>>1,r=i>>1^i,a=h>>1^e&n>>1^h,_=i&h>>1^n>>1^n;i=o,e=r,h=a,n=_,o=i&i>>2^e&e>>2,r=i&e>>2^e&(i^e)>>2,a^=i&h>>2^e&n>>2,_^=e&h>>2^(i^e)&n>>2,i=o,e=r,h=a,n=_,o=i&i>>4^e&e>>4,r=i&e>>4^e&(i^e)>>4,a^=i&h>>4^e&n>>4,_^=e&h>>4^(i^e)&n>>4,i=o,e=r,h=a,n=_,a^=i&h>>8^e&n>>8,_^=e&h>>8^(i^e)&n>>8,i=a^a>>1,e=_^_>>1;let x=t^s,d=e|65535^(x|i);return x=16711935&(x|x<<8),x=252645135&(x|x<<4),x=858993459&(x|x<<2),x=1431655765&(x|x<<1),d=16711935&(d|d<<8),d=252645135&(d|d<<4),d=858993459&(d|d<<2),d=1431655765&(d|d<<1),(d<<1|x)>>>0}i.default=r},\n", " function _(s,t,i,h,e){h();i.default=class{constructor(){this.ids=[],this.values=[],this.length=0}clear(){this.length=0}push(s,t){let i=this.length++;for(this.ids[i]=s,this.values[i]=t;i>0;){const s=i-1>>1,h=this.values[s];if(t>=h)break;this.ids[i]=this.ids[s],this.values[i]=h,i=s}this.ids[i]=s,this.values[i]=t}pop(){if(0===this.length)return;const s=this.ids[0];if(this.length--,this.length>0){const s=this.ids[0]=this.ids[this.length],t=this.values[0]=this.values[this.length],i=this.length>>1;let h=0;for(;h=t)break;this.ids[h]=e,this.values[h]=l,h=s}this.ids[h]=s,this.values[h]=t}return s}peek(){if(0!==this.length)return this.ids[0]}peekValue(){if(0!==this.length)return this.values[0]}}},\n", " function _(t,n,e,i,s){i();const r=t(105),a=t(20),o=t(21),g=t(24),p=t(9),c=t(8),l=t(11);function u(t,n,e=0){const i=new Map;for(let s=0;sa.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+c}return[r,(a.size-1)*n+g]}function d(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,c=0;for(const[t,s]of o){const r=s.length,[o,l]=h(s,e,i,g);c+=l;const u=p.sum(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+c]}e.Factor=o.Or(o.String,o.Tuple(o.String,o.String),o.Tuple(o.String,o.String,o.String)),e.FactorSeq=o.Or(o.Array(o.String),o.Array(o.Tuple(o.String,o.String)),o.Array(o.Tuple(o.String,o.String,o.String))),e.map_one_level=u,e.map_two_levels=h,e.map_three_levels=d;class _ extends r.Range{constructor(t){super(t)}static init_FactorRange(){this.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[a.PaddingUnits,\"percent\"],start:[t],end:[t]}))),this.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:l.unreachable()}}synthetic(t){if(c.isNumber(t))return t;if(c.isString(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return c.isNumber(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new g.ScreenArray(n);for(let i=0;i{if(p.every(this.factors,c.isString)){const t=this.factors,[n,e]=u(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if(p.every(this.factors,(t=>c.isArray(t)&&2==t.length&&c.isString(t[0])&&c.isString(t[1])))){const t=this.factors,[n,e]=h(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if(p.every(this.factors,(t=>c.isArray(t)&&3==t.length&&c.isString(t[0])&&c.isString(t[1])&&c.isString(t[2])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}l.unreachable()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if(\"percent\"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),\"auto\"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=_,_.__name__=\"FactorRange\",_.init_FactorRange()},\n", " function _(e,t,i,n,s){n();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}static init_Range(){this.define((({Number:e,Tuple:t,Or:i,Auto:n,Nullable:s})=>({bounds:[s(i(t(s(e),s(e)),n)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),this.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}}i.Range=l,l.__name__=\"Range\",l.init_Range()},\n", " function _(e,t,i,n,l){n();const o=e(1).__importStar(e(107));function a(e,t,{x0:i,x1:n,y0:l,y1:o},a){t.save(),t.beginPath(),t.moveTo(i,(l+o)/2),t.lineTo(n,(l+o)/2),e.line.doit&&(e.line.set_vectorize(t,a),t.stroke()),t.restore()}function r(e,t,{x0:i,x1:n,y0:l,y1:o},a){var r,c;const s=.1*Math.abs(n-i),_=.1*Math.abs(o-l),v=i+s,d=n-s,h=l+_,g=o-_;t.beginPath(),t.rect(v,h,d-v,g-h),e.fill.doit&&(e.fill.set_vectorize(t,a),t.fill()),(null===(r=e.hatch)||void 0===r?void 0:r.doit)&&(e.hatch.set_vectorize(t,a),t.fill()),(null===(c=e.line)||void 0===c?void 0:c.doit)&&(e.line.set_vectorize(t,a),t.stroke())}i.generic_line_scalar_legend=function(e,t,{x0:i,x1:n,y0:l,y1:o}){t.save(),t.beginPath(),t.moveTo(i,(l+o)/2),t.lineTo(n,(l+o)/2),e.line.doit&&(e.line.set_value(t),t.stroke()),t.restore()},i.generic_line_vector_legend=a,i.generic_line_legend=a,i.generic_area_scalar_legend=function(e,t,{x0:i,x1:n,y0:l,y1:o}){var a,r;const c=.1*Math.abs(n-i),s=.1*Math.abs(o-l),_=i+c,v=n-c,d=l+s,h=o-s;t.beginPath(),t.rect(_,d,v-_,h-d),e.fill.doit&&(e.fill.set_value(t),t.fill()),(null===(a=e.hatch)||void 0===a?void 0:a.doit)&&(e.hatch.set_value(t),t.fill()),(null===(r=e.line)||void 0===r?void 0:r.doit)&&(e.line.set_value(t),t.stroke())},i.generic_area_vector_legend=r,i.generic_area_legend=r,i.line_interpolation=function(e,t,i,n,l,a){const{sx:r,sy:c}=t;let s,_,v,d;\"point\"==t.type?([v,d]=e.yscale.r_invert(c-1,c+1),[s,_]=e.xscale.r_invert(r-1,r+1)):\"v\"==t.direction?([v,d]=e.yscale.r_invert(c,c),[s,_]=[Math.min(i-1,l-1),Math.max(i+1,l+1)]):([s,_]=e.xscale.r_invert(r,r),[v,d]=[Math.min(n-1,a-1),Math.max(n+1,a+1)]);const{x:h,y:g}=o.check_2_segments_intersect(s,v,_,d,i,n,l,a);return[h,g]}},\n", " function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},\n", " function _(t,e,s,i,a){i();const o=t(1),n=t(109),_=t(113),r=o.__importDefault(t(114)),h=o.__importDefault(t(115)),l=t(22),g=t(46);class u{constructor(t){this._atlas=new Map,this._width=256,this._height=256,this.tex=new n.Texture2d(t),this.tex.set_wrapping(t.REPEAT,t.REPEAT),this.tex.set_interpolation(t.NEAREST,t.NEAREST),this.tex.set_size([this._width,this._height],t.RGBA),this.tex.set_data([0,0],[this._width,this._height],new Uint8Array(4*this._width*this._height)),this.get_atlas_data([1])}get_atlas_data(t){const e=t.join(\"-\");let s=this._atlas.get(e);if(null==s){const[i,a]=this.make_pattern(t),o=this._atlas.size;this.tex.set_data([0,o],[this._width,1],new Uint8Array(i.map((t=>t+10)))),s=[o/this._height,a],this._atlas.set(e,s)}return s}make_pattern(t){t.length>1&&t.length%2&&(t=t.concat(t));let e=0;for(const s of t)e+=s;const s=[];let i=0;for(let e=0,a=t.length+2;es[h]?-1:0,n=s[h-1],i=s[h]),o[4*t+0]=s[h],o[4*t+1]=_,o[4*t+2]=n,o[4*t+3]=i}return[o,e]}}u.__name__=\"DashAtlas\";const f={miter:0,round:1,bevel:2},c={\"\":0,none:0,\".\":0,round:1,\")\":1,\"(\":1,o:1,\"triangle in\":2,\"<\":2,\"triangle out\":3,\">\":3,square:4,\"[\":4,\"]\":4,\"=\":4,butt:5,\"|\":5};class d extends _.BaseGLGlyph{constructor(t,e){super(t,e),this.glyph=e,this._scale_aspect=0;const s=r.default,i=h.default;this.prog=new n.Program(t),this.prog.set_shaders(s,i),this.index_buffer=new n.IndexBuffer(t),this.vbo_position=new n.VertexBuffer(t),this.vbo_tangents=new n.VertexBuffer(t),this.vbo_segment=new n.VertexBuffer(t),this.vbo_angles=new n.VertexBuffer(t),this.vbo_texcoord=new n.VertexBuffer(t),this.dash_atlas=new u(t)}draw(t,e,s){const i=e.glglyph;if(i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),i._update_scale(1,1),this._scale_aspect=1,this.prog.set_attribute(\"a_position\",\"vec2\",i.vbo_position),this.prog.set_attribute(\"a_tangents\",\"vec4\",i.vbo_tangents),this.prog.set_attribute(\"a_segment\",\"vec2\",i.vbo_segment),this.prog.set_attribute(\"a_angles\",\"vec2\",i.vbo_angles),this.prog.set_attribute(\"a_texcoord\",\"vec2\",i.vbo_texcoord),this.prog.set_uniform(\"u_length\",\"float\",[i.cumsum]),this.prog.set_texture(\"u_dash_atlas\",this.dash_atlas.tex),this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[s.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[s.width,s.height]),this.prog.set_uniform(\"u_scale_aspect\",\"vec2\",[1,1]),this.prog.set_uniform(\"u_scale_length\",\"float\",[Math.sqrt(2)]),this.I_triangles=i.I_triangles,this.I_triangles.length<65535)this.index_buffer.set_size(2*this.I_triangles.length),this.index_buffer.set_data(0,new Uint16Array(this.I_triangles)),this.prog.draw(this.gl.TRIANGLES,this.index_buffer);else{t=Array.from(this.I_triangles);const e=this.I_triangles.length,s=64008,a=[];for(let t=0,i=Math.ceil(e/s);t1)for(let e=0;e0||console.log(`Variable ${t} is not an active attribute`));else if(this._unset_variables.has(t)&&this._unset_variables.delete(t),this.activate(),i instanceof r.VertexBuffer){const[r,o]=this.ATYPEINFO[e],l=\"vertexAttribPointer\",_=[r,o,n,s,a];this._attributes.set(t,[i.handle,h,l,_])}else{const s=this.ATYPEMAP[e];this._attributes.set(t,[null,h,s,i])}}_pre_draw(){this.activate();for(const[t,e,i]of this._samplers.values())this.gl.activeTexture(this.gl.TEXTURE0+i),this.gl.bindTexture(t,e);for(const[t,e,i,s]of this._attributes.values())null!=t?(this.gl.bindBuffer(this.gl.ARRAY_BUFFER,t),this.gl.enableVertexAttribArray(e),this.gl[i].apply(this.gl,[e,...s])):(this.gl.bindBuffer(this.gl.ARRAY_BUFFER,null),this.gl.disableVertexAttribArray(e),this.gl[i].apply(this.gl,[e,...s]));this._validated||(this._validated=!0,this._validate())}_validate(){if(this._unset_variables.size&&console.log(`Program has unset variables: ${this._unset_variables}`),this.gl.validateProgram(this.handle),!this.gl.getProgramParameter(this.handle,this.gl.VALIDATE_STATUS))throw console.log(this.gl.getProgramInfoLog(this.handle)),new Error(\"Program validation error\")}draw(t,e){if(!this._linked)throw new Error(\"Cannot draw program if code has not been set\");if(e instanceof r.IndexBuffer){this._pre_draw(),e.activate();const i=e.buffer_size/2,s=this.gl.UNSIGNED_SHORT;this.gl.drawElements(t,i,s,0),e.deactivate()}else{const[i,s]=e;0!=s&&(this._pre_draw(),this.gl.drawArrays(t,i,s))}}}i.Program=n,n.__name__=\"Program\"},\n", " function _(t,e,s,i,a){i();class r{constructor(t){this.gl=t,this._usage=35048,this.buffer_size=0,this.handle=this.gl.createBuffer()}delete(){this.gl.deleteBuffer(this.handle)}activate(){this.gl.bindBuffer(this._target,this.handle)}deactivate(){this.gl.bindBuffer(this._target,null)}set_size(t){t!=this.buffer_size&&(this.activate(),this.gl.bufferData(this._target,t,this._usage),this.buffer_size=t)}set_data(t,e){this.activate(),this.gl.bufferSubData(this._target,t,e)}}s.Buffer=r,r.__name__=\"Buffer\";class f extends r{constructor(){super(...arguments),this._target=34962}}s.VertexBuffer=f,f.__name__=\"VertexBuffer\";class h extends r{constructor(){super(...arguments),this._target=34963}}s.IndexBuffer=h,h.__name__=\"IndexBuffer\"},\n", " function _(t,e,i,a,r){a();const s=t(11);class h{constructor(t){this.gl=t,this._target=3553,this._types={Int8Array:5120,Uint8Array:5121,Int16Array:5122,Uint16Array:5123,Int32Array:5124,Uint32Array:5125,Float32Array:5126},this.handle=this.gl.createTexture()}delete(){this.gl.deleteTexture(this.handle)}activate(){this.gl.bindTexture(this._target,this.handle)}deactivate(){this.gl.bindTexture(this._target,0)}_get_alignment(t){const e=[4,8,2,1];for(const i of e)if(t%i==0)return i;s.unreachable()}set_wrapping(t,e){this.activate(),this.gl.texParameterf(this._target,this.gl.TEXTURE_WRAP_S,t),this.gl.texParameterf(this._target,this.gl.TEXTURE_WRAP_T,e)}set_interpolation(t,e){this.activate(),this.gl.texParameterf(this._target,this.gl.TEXTURE_MIN_FILTER,t),this.gl.texParameterf(this._target,this.gl.TEXTURE_MAG_FILTER,e)}set_size([t,e],i){var a,r,s;t==(null===(a=this._shape_format)||void 0===a?void 0:a.width)&&e==(null===(r=this._shape_format)||void 0===r?void 0:r.height)&&i==(null===(s=this._shape_format)||void 0===s?void 0:s.format)||(this._shape_format={width:t,height:e,format:i},this.activate(),this.gl.texImage2D(this._target,0,i,t,e,0,i,this.gl.UNSIGNED_BYTE,null))}set_data(t,[e,i],a){this.activate();const{format:r}=this._shape_format,[s,h]=t,l=this._types[a.constructor.name];if(null==l)throw new Error(`Type ${a.constructor.name} not allowed for texture`);const _=this._get_alignment(e);4!=_&&this.gl.pixelStorei(this.gl.UNPACK_ALIGNMENT,_),this.gl.texSubImage2D(this._target,0,s,h,e,i,r,l,a),4!=_&&this.gl.pixelStorei(this.gl.UNPACK_ALIGNMENT,4)}}i.Texture2d=h,h.__name__=\"Texture2d\"},\n", " function _(e,t,s,i,h){i();class a{constructor(e,t){this.gl=e,this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__=\"BaseGLGlyph\"},\n", " function _(n,e,t,a,i){a();t.default=\"\\nprecision mediump float;\\n\\nconst float PI = 3.14159265358979323846264;\\nconst float THETA = 15.0 * 3.14159265358979323846264/180.0;\\n\\nuniform float u_pixel_ratio;\\nuniform vec2 u_canvas_size, u_offset;\\nuniform vec2 u_scale_aspect;\\nuniform float u_scale_length;\\n\\nuniform vec4 u_color;\\nuniform float u_antialias;\\nuniform float u_length;\\nuniform float u_linewidth;\\nuniform float u_dash_index;\\nuniform float u_closed;\\n\\nattribute vec2 a_position;\\nattribute vec4 a_tangents;\\nattribute vec2 a_segment;\\nattribute vec2 a_angles;\\nattribute vec2 a_texcoord;\\n\\nvarying vec4 v_color;\\nvarying vec2 v_segment;\\nvarying vec2 v_angles;\\nvarying vec2 v_texcoord;\\nvarying vec2 v_miter;\\nvarying float v_length;\\nvarying float v_linewidth;\\n\\nfloat cross(in vec2 v1, in vec2 v2)\\n{\\n return v1.x*v2.y - v1.y*v2.x;\\n}\\n\\nfloat signed_distance(in vec2 v1, in vec2 v2, in vec2 v3)\\n{\\n return cross(v2-v1,v1-v3) / length(v2-v1);\\n}\\n\\nvoid rotate( in vec2 v, in float alpha, out vec2 result )\\n{\\n float c = cos(alpha);\\n float s = sin(alpha);\\n result = vec2( c*v.x - s*v.y,\\n s*v.x + c*v.y );\\n}\\n\\nvoid main()\\n{\\n bool closed = (u_closed > 0.0);\\n\\n // Attributes and uniforms to varyings\\n v_color = u_color;\\n v_linewidth = u_linewidth;\\n v_segment = a_segment * u_scale_length;\\n v_length = u_length * u_scale_length;\\n\\n // Scale to map to pixel coordinates. The original algorithm from the paper\\n // assumed isotropic scale. We obviously do not have this.\\n vec2 abs_scale_aspect = abs(u_scale_aspect);\\n vec2 abs_scale = u_scale_length * abs_scale_aspect;\\n\\n // Correct angles for aspect ratio\\n vec2 av;\\n av = vec2(1.0, tan(a_angles.x)) / abs_scale_aspect;\\n v_angles.x = atan(av.y, av.x);\\n av = vec2(1.0, tan(a_angles.y)) / abs_scale_aspect;\\n v_angles.y = atan(av.y, av.x);\\n\\n // Thickness below 1 pixel are represented using a 1 pixel thickness\\n // and a modified alpha\\n v_color.a = min(v_linewidth, v_color.a);\\n v_linewidth = max(v_linewidth, 1.0);\\n\\n // If color is fully transparent we just will discard the fragment anyway\\n if( v_color.a <= 0.0 ) {\\n gl_Position = vec4(0.0,0.0,0.0,1.0);\\n return;\\n }\\n\\n // This is the actual half width of the line\\n float w = ceil(u_antialias+v_linewidth)/2.0;\\n\\n vec2 position = a_position;\\n\\n vec2 t1 = normalize(a_tangents.xy * abs_scale_aspect); // note the scaling for aspect ratio here\\n vec2 t2 = normalize(a_tangents.zw * abs_scale_aspect);\\n float u = a_texcoord.x;\\n float v = a_texcoord.y;\\n vec2 o1 = vec2( +t1.y, -t1.x);\\n vec2 o2 = vec2( +t2.y, -t2.x);\\n\\n // This is a join\\n // ----------------------------------------------------------------\\n if( t1 != t2 ) {\\n float angle = atan (t1.x*t2.y-t1.y*t2.x, t1.x*t2.x+t1.y*t2.y); // Angle needs recalculation for some reason\\n vec2 t = normalize(t1+t2);\\n vec2 o = vec2( + t.y, - t.x);\\n\\n if ( u_dash_index > 0.0 )\\n {\\n // Broken angle\\n // ----------------------------------------------------------------\\n if( (abs(angle) > THETA) ) {\\n position += v * w * o / cos(angle/2.0);\\n float s = sign(angle);\\n if( angle < 0.0 ) {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n if( v == 1.0 ) {\\n position -= 2.0 * w * t1 / sin(angle);\\n u -= 2.0 * w / sin(angle);\\n }\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n if( v == 1.0 ) {\\n position += 2.0 * w * t2 / sin(angle);\\n u += 2.0*w / sin(angle);\\n }\\n }\\n } else {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n if( v == -1.0 ) {\\n position += 2.0 * w * t1 / sin(angle);\\n u += 2.0 * w / sin(angle);\\n }\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n if( v == -1.0 ) {\\n position -= 2.0 * w * t2 / sin(angle);\\n u -= 2.0*w / sin(angle);\\n }\\n }\\n }\\n // Continuous angle\\n // ------------------------------------------------------------\\n } else {\\n position += v * w * o / cos(angle/2.0);\\n if( u == +1.0 ) u = v_segment.y;\\n else u = v_segment.x;\\n }\\n }\\n\\n // Solid line\\n // --------------------------------------------------------------------\\n else\\n {\\n position.xy += v * w * o / cos(angle/2.0);\\n if( angle < 0.0 ) {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n }\\n } else {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n }\\n }\\n }\\n\\n // This is a line start or end (t1 == t2)\\n // ------------------------------------------------------------------------\\n } else {\\n position += v * w * o1;\\n if( u == -1.0 ) {\\n u = v_segment.x - w;\\n position -= w * t1;\\n } else {\\n u = v_segment.y + w;\\n position += w * t2;\\n }\\n }\\n\\n // Miter distance\\n // ------------------------------------------------------------------------\\n vec2 t;\\n vec2 curr = a_position * abs_scale;\\n if( a_texcoord.x < 0.0 ) {\\n vec2 next = curr + t2*(v_segment.y-v_segment.x);\\n\\n rotate( t1, +v_angles.x/2.0, t);\\n v_miter.x = signed_distance(curr, curr+t, position);\\n\\n rotate( t2, +v_angles.y/2.0, t);\\n v_miter.y = signed_distance(next, next+t, position);\\n } else {\\n vec2 prev = curr - t1*(v_segment.y-v_segment.x);\\n\\n rotate( t1, -v_angles.x/2.0,t);\\n v_miter.x = signed_distance(prev, prev+t, position);\\n\\n rotate( t2, -v_angles.y/2.0,t);\\n v_miter.y = signed_distance(curr, curr+t, position);\\n }\\n\\n if (!closed && v_segment.x <= 0.0) {\\n v_miter.x = 1e10;\\n }\\n if (!closed && v_segment.y >= v_length)\\n {\\n v_miter.y = 1e10;\\n }\\n\\n v_texcoord = vec2( u, v*w );\\n\\n // Calculate position in device coordinates. Note that we\\n // already scaled with abs scale above.\\n vec2 normpos = position * sign(u_scale_aspect);\\n normpos += 0.5; // make up for Bokeh's offset\\n normpos /= u_canvas_size / u_pixel_ratio; // in 0..1\\n gl_Position = vec4(normpos*2.0-1.0, 0.0, 1.0);\\n gl_Position.y *= -1.0;\\n}\\n\"},\n", " function _(n,t,e,s,a){s();e.default=\"\\nprecision mediump float;\\n\\nconst float PI = 3.14159265358979323846264;\\nconst float THETA = 15.0 * 3.14159265358979323846264/180.0;\\n\\nuniform sampler2D u_dash_atlas;\\n\\nuniform vec2 u_linecaps;\\nuniform float u_miter_limit;\\nuniform float u_linejoin;\\nuniform float u_antialias;\\nuniform float u_dash_phase;\\nuniform float u_dash_period;\\nuniform float u_dash_index;\\nuniform vec2 u_dash_caps;\\nuniform float u_closed;\\n\\nvarying vec4 v_color;\\nvarying vec2 v_segment;\\nvarying vec2 v_angles;\\nvarying vec2 v_texcoord;\\nvarying vec2 v_miter;\\nvarying float v_length;\\nvarying float v_linewidth;\\n\\n// Compute distance to cap ----------------------------------------------------\\nfloat cap( int type, float dx, float dy, float t, float linewidth )\\n{\\n float d = 0.0;\\n dx = abs(dx);\\n dy = abs(dy);\\n if (type == 0) discard; // None\\n else if (type == 1) d = sqrt(dx*dx+dy*dy); // Round\\n else if (type == 3) d = (dx+abs(dy)); // Triangle in\\n else if (type == 2) d = max(abs(dy),(t+dx-abs(dy))); // Triangle out\\n else if (type == 4) d = max(dx,dy); // Square\\n else if (type == 5) d = max(dx+t,dy); // Butt\\n return d;\\n}\\n\\n// Compute distance to join -------------------------------------------------\\nfloat join( in int type, in float d, in vec2 segment, in vec2 texcoord, in vec2 miter,\\n in float linewidth )\\n{\\n // texcoord.x is distance from start\\n // texcoord.y is distance from centerline\\n // segment.x and y indicate the limits (as for texcoord.x) for this segment\\n\\n float dx = texcoord.x;\\n\\n // Round join\\n if( type == 1 ) {\\n if (dx < segment.x) {\\n d = max(d,length( texcoord - vec2(segment.x,0.0)));\\n //d = length( texcoord - vec2(segment.x,0.0));\\n } else if (dx > segment.y) {\\n d = max(d,length( texcoord - vec2(segment.y,0.0)));\\n //d = length( texcoord - vec2(segment.y,0.0));\\n }\\n }\\n // Bevel join\\n else if ( type == 2 ) {\\n if (dx < segment.x) {\\n vec2 x = texcoord - vec2(segment.x,0.0);\\n d = max(d, max(abs(x.x), abs(x.y)));\\n\\n } else if (dx > segment.y) {\\n vec2 x = texcoord - vec2(segment.y,0.0);\\n d = max(d, max(abs(x.x), abs(x.y)));\\n }\\n /* Original code for bevel which does not work for us\\n if( (dx < segment.x) || (dx > segment.y) )\\n d = max(d, min(abs(x.x),abs(x.y)));\\n */\\n }\\n\\n return d;\\n}\\n\\nvoid main()\\n{\\n // If color is fully transparent we just discard the fragment\\n if( v_color.a <= 0.0 ) {\\n discard;\\n }\\n\\n // Test if dash pattern is the solid one (0)\\n bool solid = (u_dash_index == 0.0);\\n\\n // Test if path is closed\\n bool closed = (u_closed > 0.0);\\n\\n vec4 color = v_color;\\n float dx = v_texcoord.x;\\n float dy = v_texcoord.y;\\n float t = v_linewidth/2.0-u_antialias;\\n float width = 1.0; //v_linewidth; original code had dashes scale with line width, we do not\\n float d = 0.0;\\n\\n vec2 linecaps = u_linecaps;\\n vec2 dash_caps = u_dash_caps;\\n float line_start = 0.0;\\n float line_stop = v_length;\\n\\n // Apply miter limit; fragments too far into the miter are simply discarded\\n if( (dx < v_segment.x) || (dx > v_segment.y) ) {\\n float into_miter = max(v_segment.x - dx, dx - v_segment.y);\\n if (into_miter > u_miter_limit*v_linewidth/2.0)\\n discard;\\n }\\n\\n // Solid line --------------------------------------------------------------\\n if( solid ) {\\n d = abs(dy);\\n if( (!closed) && (dx < line_start) ) {\\n d = cap( int(u_linecaps.x), abs(dx), abs(dy), t, v_linewidth );\\n }\\n else if( (!closed) && (dx > line_stop) ) {\\n d = cap( int(u_linecaps.y), abs(dx)-line_stop, abs(dy), t, v_linewidth );\\n }\\n else {\\n d = join( int(u_linejoin), abs(dy), v_segment, v_texcoord, v_miter, v_linewidth );\\n }\\n\\n // Dash line --------------------------------------------------------------\\n } else {\\n float segment_start = v_segment.x;\\n float segment_stop = v_segment.y;\\n float segment_center= (segment_start+segment_stop)/2.0;\\n float freq = u_dash_period*width;\\n float u = mod( dx + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n float dash_center= tex.x * width;\\n float dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n float dash_start = dx - u + _start;\\n float dash_stop = dx - u + _stop;\\n\\n // Compute extents of the first dash (the one relative to v_segment.x)\\n // Note: this could be computed in the vertex shader\\n if( (dash_stop < segment_start) && (dash_caps.x != 5.0) ) {\\n float u = mod(segment_start + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n dash_center= tex.x * width;\\n //dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n dash_start = segment_start - u + _start;\\n dash_stop = segment_start - u + _stop;\\n }\\n\\n // Compute extents of the last dash (the one relatives to v_segment.y)\\n // Note: This could be computed in the vertex shader\\n else if( (dash_start > segment_stop) && (dash_caps.y != 5.0) ) {\\n float u = mod(segment_stop + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n dash_center= tex.x * width;\\n //dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n dash_start = segment_stop - u + _start;\\n dash_stop = segment_stop - u + _stop;\\n }\\n\\n // This test if the we are dealing with a discontinuous angle\\n bool discontinuous = ((dx < segment_center) && abs(v_angles.x) > THETA) ||\\n ((dx >= segment_center) && abs(v_angles.y) > THETA);\\n //if( dx < line_start) discontinuous = false;\\n //if( dx > line_stop) discontinuous = false;\\n\\n float d_join = join( int(u_linejoin), abs(dy),\\n v_segment, v_texcoord, v_miter, v_linewidth );\\n\\n // When path is closed, we do not have room for linecaps, so we make room\\n // by shortening the total length\\n if (closed) {\\n line_start += v_linewidth/2.0;\\n line_stop -= v_linewidth/2.0;\\n }\\n\\n // We also need to take antialias area into account\\n //line_start += u_antialias;\\n //line_stop -= u_antialias;\\n\\n // Check is dash stop is before line start\\n if( dash_stop <= line_start ) {\\n discard;\\n }\\n // Check is dash start is beyond line stop\\n if( dash_start >= line_stop ) {\\n discard;\\n }\\n\\n // Check if current dash start is beyond segment stop\\n if( discontinuous ) {\\n // Dash start is beyond segment, we discard\\n if( (dash_start > segment_stop) ) {\\n discard;\\n //gl_FragColor = vec4(1.0,0.0,0.0,.25); return;\\n }\\n\\n // Dash stop is before segment, we discard\\n if( (dash_stop < segment_start) ) {\\n discard; //gl_FragColor = vec4(0.0,1.0,0.0,.25); return;\\n }\\n\\n // Special case for round caps (nicer with this)\\n if( dash_caps.x == 1.0 ) {\\n if( (u > _stop) && (dash_stop > segment_stop ) && (abs(v_angles.y) < PI/2.0)) {\\n discard;\\n }\\n }\\n\\n // Special case for round caps (nicer with this)\\n if( dash_caps.y == 1.0 ) {\\n if( (u < _start) && (dash_start < segment_start ) && (abs(v_angles.x) < PI/2.0)) {\\n discard;\\n }\\n }\\n\\n // Special case for triangle caps (in & out) and square\\n // We make sure the cap stop at crossing frontier\\n if( (dash_caps.x != 1.0) && (dash_caps.x != 5.0) ) {\\n if( (dash_start < segment_start ) && (abs(v_angles.x) < PI/2.0) ) {\\n float a = v_angles.x/2.0;\\n float x = (segment_start-dx)*cos(a) - dy*sin(a);\\n float y = (segment_start-dx)*sin(a) + dy*cos(a);\\n if( x > 0.0 ) discard;\\n // We transform the cap into square to avoid holes\\n dash_caps.x = 4.0;\\n }\\n }\\n\\n // Special case for triangle caps (in & out) and square\\n // We make sure the cap stop at crossing frontier\\n if( (dash_caps.y != 1.0) && (dash_caps.y != 5.0) ) {\\n if( (dash_stop > segment_stop ) && (abs(v_angles.y) < PI/2.0) ) {\\n float a = v_angles.y/2.0;\\n float x = (dx-segment_stop)*cos(a) - dy*sin(a);\\n float y = (dx-segment_stop)*sin(a) + dy*cos(a);\\n if( x > 0.0 ) discard;\\n // We transform the caps into square to avoid holes\\n dash_caps.y = 4.0;\\n }\\n }\\n }\\n\\n // Line cap at start\\n if( (dx < line_start) && (dash_start < line_start) && (dash_stop > line_start) ) {\\n d = cap( int(linecaps.x), dx-line_start, dy, t, v_linewidth);\\n }\\n // Line cap at stop\\n else if( (dx > line_stop) && (dash_stop > line_stop) && (dash_start < line_stop) ) {\\n d = cap( int(linecaps.y), dx-line_stop, dy, t, v_linewidth);\\n }\\n // Dash cap left - dash_type = -1, 0 or 1, but there may be roundoff errors\\n else if( dash_type < -0.5 ) {\\n d = cap( int(dash_caps.y), abs(u-dash_center), dy, t, v_linewidth);\\n if( (dx > line_start) && (dx < line_stop) )\\n d = max(d,d_join);\\n }\\n // Dash cap right\\n else if( dash_type > 0.5 ) {\\n d = cap( int(dash_caps.x), abs(dash_center-u), dy, t, v_linewidth);\\n if( (dx > line_start) && (dx < line_stop) )\\n d = max(d,d_join);\\n }\\n // Dash body (plain)\\n else {// if( dash_type > -0.5 && dash_type < 0.5) {\\n d = abs(dy);\\n }\\n\\n // Line join\\n if( (dx > line_start) && (dx < line_stop)) {\\n if( (dx <= segment_start) && (dash_start <= segment_start)\\n && (dash_stop >= segment_start) ) {\\n d = d_join;\\n // Antialias at outer border\\n float angle = PI/2.+v_angles.x;\\n float f = abs( (segment_start - dx)*cos(angle) - dy*sin(angle));\\n d = max(f,d);\\n }\\n else if( (dx > segment_stop) && (dash_start <= segment_stop)\\n && (dash_stop >= segment_stop) ) {\\n d = d_join;\\n // Antialias at outer border\\n float angle = PI/2.+v_angles.y;\\n float f = abs((dx - segment_stop)*cos(angle) - dy*sin(angle));\\n d = max(f,d);\\n }\\n else if( dx < (segment_start - v_linewidth/2.)) {\\n discard;\\n }\\n else if( dx > (segment_stop + v_linewidth/2.)) {\\n discard;\\n }\\n }\\n else if( dx < (segment_start - v_linewidth/2.)) {\\n discard;\\n }\\n else if( dx > (segment_stop + v_linewidth/2.)) {\\n discard;\\n }\\n }\\n\\n // Distance to border ------------------------------------------------------\\n d = d - t;\\n if( d < 0.0 ) {\\n gl_FragColor = color;\\n } else {\\n d /= u_antialias;\\n gl_FragColor = vec4(color.rgb, exp(-d*d)*color.a);\\n }\\n}\\n\"},\n", " function _(i,t,s,e,l){e();const a=i(1),n=i(64),_=i(106),o=a.__importStar(i(107)),h=a.__importStar(i(48)),c=i(59);class r extends n.XYGlyphView{_inner_loop(i,t,s,e,l){for(const a of t){const t=s[a],n=e[a];0!=a?isNaN(t+n)?(i.closePath(),l.apply(i),i.beginPath()):i.lineTo(t,n):(i.beginPath(),i.moveTo(t,n))}i.closePath(),l.call(i)}_render(i,t,s){const{sx:e,sy:l}=null!=s?s:this;this.visuals.fill.doit&&(this.visuals.fill.set_value(i),this._inner_loop(i,t,e,l,i.fill)),this.visuals.hatch.doit&&(this.visuals.hatch.set_value(i),this._inner_loop(i,t,e,l,i.fill)),this.visuals.line.doit&&(this.visuals.line.set_value(i),this._inner_loop(i,t,e,l,i.stroke))}draw_legend_for_index(i,t,s){_.generic_area_scalar_legend(this.visuals,i,t)}_hit_point(i){const t=new c.Selection;return o.point_in_poly(i.sx,i.sy,this.sx,this.sy)&&(t.add_to_selected_glyphs(this.model),t.view=this),t}}s.PatchView=r,r.__name__=\"PatchView\";class p extends n.XYGlyph{constructor(i){super(i)}static init_Patch(){this.prototype.default_view=r,this.mixins([h.LineScalar,h.FillScalar,h.HatchScalar])}}s.Patch=p,p.__name__=\"Patch\",p.init_Patch()},\n", " function _(t,e,s,i,n){i();const a=t(1),r=t(24),h=t(118),_=a.__importStar(t(107)),l=a.__importStar(t(18)),o=t(59);class c extends h.AreaView{_index_data(t){const{min:e,max:s}=Math,{data_size:i}=this;for(let n=0;n=0;e--)t.lineTo(s[e],i[e]);t.closePath(),n.call(t)}_render(t,e,s){const{sx1:i,sx2:n,sy:a}=null!=s?s:this;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,i,n,a,t.fill)),this.visuals.hatch.doit&&(this.visuals.hatch.set_value(t),this._inner(t,i,n,a,t.fill))}_hit_point(t){const e=this.sy.length,s=new r.ScreenArray(2*e),i=new r.ScreenArray(2*e);for(let t=0,n=e;t({x1:[l.XCoordinateSpec,{field:\"x1\"}],x2:[l.XCoordinateSpec,{field:\"x2\"}],y:[l.YCoordinateSpec,{field:\"y\"}]})))}}s.HArea=d,d.__name__=\"HArea\",d.init_HArea()},\n", " function _(e,a,_,i,r){i();const s=e(1),n=e(98),t=e(106),c=s.__importStar(e(48));class l extends n.GlyphView{draw_legend_for_index(e,a,_){t.generic_area_scalar_legend(this.visuals,e,a)}}_.AreaView=l,l.__name__=\"AreaView\";class d extends n.Glyph{constructor(e){super(e)}static init_Area(){this.mixins([c.FillScalar,c.HatchScalar])}}_.Area=d,d.__name__=\"Area\",d.init_Area()},\n", " function _(t,e,s,i,n){i();const a=t(1),r=t(24),h=t(118),_=a.__importStar(t(107)),l=a.__importStar(t(18)),o=t(59);class c extends h.AreaView{_index_data(t){const{min:e,max:s}=Math,{data_size:i}=this;for(let n=0;n=0;s--)t.lineTo(e[s],i[s]);t.closePath(),n.call(t)}_render(t,e,s){const{sx:i,sy1:n,sy2:a}=null!=s?s:this;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,i,n,a,t.fill)),this.visuals.hatch.doit&&(this.visuals.hatch.set_value(t),this._inner(t,i,n,a,t.fill))}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const e=this.sx.length,s=new r.ScreenArray(2*e),i=new r.ScreenArray(2*e);for(let t=0,n=e;t({x:[l.XCoordinateSpec,{field:\"x\"}],y1:[l.YCoordinateSpec,{field:\"y1\"}],y2:[l.YCoordinateSpec,{field:\"y2\"}]})))}}s.VArea=d,d.__name__=\"VArea\",d.init_VArea()},\n", " function _(i,e,s,t,n){t();const c=i(53),o=i(59),r=i(24),a=i(121),u=i(57);class _ extends c.Model{constructor(i){super(i)}static init_CDSView(){this.define((({Array:i,Ref:e})=>({filters:[i(e(a.Filter)),[]],source:[e(u.ColumnarDataSource)]}))),this.internal((({Int:i,Dict:e,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[e(i),{}],masked:[t(s(r.Indices)),null]})))}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const i=()=>{const i=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,i),this.source instanceof u.ColumnarDataSource&&(this.connect(this.source.streaming,i),this.connect(this.source.patching,i)))};let e=null!=this.source;e?i():this.connect(this.properties.source.change,(()=>{e||(i(),e=!0)}))}compute_indices(){var i;const{source:e}=this;if(null==e)return;const s=null!==(i=e.get_length())&&void 0!==i?i:1,t=r.Indices.all_set(s);for(const i of this.filters)t.intersect(i.compute_indices(e));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let i=0;ithis._indices[i]));return new o.Selection(Object.assign(Object.assign({},i.attributes),{indices:e}))}convert_selection_to_subset(i){const e=i.indices.map((i=>this.indices_map[i]));return new o.Selection(Object.assign(Object.assign({},i.attributes),{indices:e}))}convert_indices_from_subset(i){return i.map((i=>this._indices[i]))}}s.CDSView=_,_.__name__=\"CDSView\",_.init_CDSView()},\n", " function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__=\"Filter\"},\n", " function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=s.difference([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},\n", " function _(e,r,n,t,i){t();const s=e(62),o=e(61),l=e(124),d=e(125),a=e(126),p=e(122),_=e(64),h=e(127),c=e(128),u=e(11);class y extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize();const e=this.model;let r=null,n=null;const t=new class extends l.Expression{_v_compute(n){u.assert(null==r);const[t]=r=e.layout_provider.get_edge_coordinates(n);return t}},i=new class extends l.Expression{_v_compute(e){u.assert(null!=r);const[,n]=r;return r=null,n}},s=new class extends l.Expression{_v_compute(r){u.assert(null==n);const[t]=n=e.layout_provider.get_node_coordinates(r);return t}},o=new class extends l.Expression{_v_compute(e){u.assert(null!=n);const[,r]=n;return n=null,r}},{edge_renderer:d,node_renderer:a}=this.model;if(!(d.glyph instanceof h.MultiLine||d.glyph instanceof c.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(a.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);d.glyph.properties.xs.internal=!0,d.glyph.properties.ys.internal=!0,a.glyph.properties.x.internal=!0,a.glyph.properties.y.internal=!0,d.glyph.xs={expr:t},d.glyph.ys={expr:i},a.glyph.x={expr:s},a.glyph.y={expr:o};const{parent:y}=this;this.edge_view=await p.build_view(d,{parent:y}),this.node_view=await p.build_view(a,{parent:y})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof o.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}n.GraphRendererView=y,y.__name__=\"GraphRendererView\";class g extends s.DataRenderer{constructor(e){super(e)}static init_GraphRenderer(){this.prototype.default_view=y,this.define((({Ref:e})=>({layout_provider:[e(d.LayoutProvider)],node_renderer:[e(o.GlyphRenderer)],edge_renderer:[e(o.GlyphRenderer)],selection_policy:[e(a.GraphHitTestPolicy),()=>new a.NodesOnly],inspection_policy:[e(a.GraphHitTestPolicy),()=>new a.NodesOnly]})))}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}n.GraphRenderer=g,g.__name__=\"GraphRenderer\",g.init_GraphRenderer()},\n", " function _(e,t,s,n,i){n();const c=e(53);class l extends c.Model{constructor(e){super(e)}initialize(){super.initialize(),this._connected=new Set,this._result=new Map}v_compute(e){this._connected.has(e)||(this.connect(e.change,(()=>this._result.delete(e))),this.connect(e.patching,(()=>this._result.delete(e))),this.connect(e.streaming,(()=>this._result.delete(e))),this._connected.add(e));let t=this._result.get(e);return null==t&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=l,l.__name__=\"Expression\";class h extends c.Model{constructor(e){super(e)}initialize(){super.initialize(),this._connected=new Set,this._result=new Map}compute(e){this._connected.has(e)||(this.connect(e.change,(()=>this._result.delete(e))),this.connect(e.patching,(()=>this._result.delete(e))),this.connect(e.streaming,(()=>this._result.delete(e))),this._connected.add(e));let t=this._result.get(e);return null==t&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=h,h.__name__=\"ScalarExpression\"},\n", " function _(o,e,r,t,n){t();const s=o(53);class c extends s.Model{constructor(o){super(o)}}r.LayoutProvider=c,c.__name__=\"LayoutProvider\"},\n", " function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(59);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__=\"GraphHitTestPolicy\";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__=\"EdgesOnly\";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__=\"NodesOnly\";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];\"selection\"==d?n=e.selected.indices.map((t=>e.data.index[t])):\"inspection\"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;er.indexOf(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,\"inspection\");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__=\"EdgesAndLinkedNodes\"},\n", " function _(t,e,i,n,s){n();const o=t(1),l=t(65),r=t(48),_=o.__importStar(t(107)),c=o.__importStar(t(18)),h=t(12),a=t(13),d=t(98),x=t(106),y=t(59);class g extends d.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(t){const{data_size:e}=this;for(let i=0;i0&&o.set(t,i)}return new y.Selection({indices:[...o.keys()],multiline_indices:a.to_object(o)})}get_interpolation_hit(t,e,i){const n=this._xs.get(t),s=this._ys.get(t),o=n[e],l=s[e],r=n[e+1],_=s[e+1];return x.line_interpolation(this.renderer,i,o,l,r,_)}draw_legend_for_index(t,e,i){x.generic_line_vector_legend(this.visuals,t,e,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.MultiLineView=g,g.__name__=\"MultiLineView\";class u extends d.Glyph{constructor(t){super(t)}static init_MultiLine(){this.prototype.default_view=g,this.define((({})=>({xs:[c.XCoordinateSeqSpec,{field:\"xs\"}],ys:[c.YCoordinateSeqSpec,{field:\"ys\"}]}))),this.mixins(r.LineVector)}}i.MultiLine=u,u.__name__=\"MultiLine\",u.init_MultiLine()},\n", " function _(e,t,s,i,n){i();const r=e(1),o=e(98),a=e(106),_=e(12),c=e(48),l=r.__importStar(e(107)),h=r.__importStar(e(18)),d=e(59),y=e(11),p=e(65);class x extends o.GlyphView{_project_data(){p.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s({xs:[h.XCoordinateSeqSpec,{field:\"xs\"}],ys:[h.YCoordinateSeqSpec,{field:\"ys\"}]}))),this.mixins([c.LineVector,c.FillVector,c.HatchVector])}}s.Patches=f,f.__name__=\"Patches\",f.init_Patches()},\n", " function _(e,t,n,s,o){s();const r=e(53);class c extends r.Model{do_selection(e,t,n,s){return null!=e&&(t.selected.update(e,n,s),t._select.emit(),!t.selected.is_empty())}}n.SelectionPolicy=c,c.__name__=\"SelectionPolicy\";class l extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_intersection(t);return e}return null}}n.IntersectRenderers=l,l.__name__=\"IntersectRenderers\";class _ extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_union(t);return e}return null}}n.UnionRenderers=_,_.__name__=\"UnionRenderers\"},\n", " function _(t,n,e,s,o){s();const r=t(1),i=t(57),l=t(8),c=t(13),a=r.__importStar(t(131)),u=t(132),h=t(35);function d(t,n,e){if(l.isArray(t)){const s=t.concat(n);return null!=e&&s.length>e?s.slice(-e):s}if(l.isTypedArray(t)){const s=t.length+n.length;if(null!=e&&s>e){const o=s-e,r=t.length;let i;t.length({data:[t(n),{}]})))}stream(t,n,e){const{data:s}=this;for(const[e,o]of c.entries(t))s[e]=d(s[e],o,n);if(this.setv({data:s},{silent:!0}),this.streaming.emit(),null!=this.document){const s=new h.ColumnsStreamedEvent(this.document,this.ref(),t,n);this.document._notify_change(this,\"data\",null,null,{setter_id:e,hint:s})}}patch(t,n){const{data:e}=this;let s=new Set;for(const[n,o]of c.entries(t))s=u.union(s,m(e[n],o));if(this.setv({data:e},{silent:!0}),this.patching.emit([...s]),null!=this.document){const e=new h.ColumnsPatchedEvent(this.document,this.ref(),t);this.document._notify_change(this,\"data\",null,null,{setter_id:n,hint:e})}}}e.ColumnDataSource=_,_.__name__=\"ColumnDataSource\",_.init_ColumnDataSource()},\n", " function _(t,n,o,e,c){e(),o.concat=function(t,...n){let o=t.length;for(const t of n)o+=t.length;const e=new t.constructor(o);e.set(t,0);let c=t.length;for(const t of n)e.set(t,c),c+=t.length;return e}},\n", " function _(n,o,t,e,f){function c(...n){const o=new Set;for(const t of n)for(const n of t)o.add(n);return o}e(),t.union=c,t.intersection=function(n,...o){const t=new Set;n:for(const e of n){for(const n of o)if(!n.has(e))continue n;t.add(e)}return t},t.difference=function(n,...o){const t=new Set(n);for(const n of c(...o))t.delete(n);return t}},\n", " function _(e,i,t,s,o){s();const n=e(1),a=e(53),l=e(42),r=n.__importStar(e(45)),_=e(48),c=n.__importStar(e(18));class d extends l.View{initialize(){super.initialize(),this.visuals=new r.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const t of this.model){if(!(t instanceof c.VectorSpec||t instanceof c.ScalarSpec))continue;const s=t.uniform(e);i[`${t.attr}`]=s}}}t.ArrowHeadView=d,d.__name__=\"ArrowHeadView\";class h extends a.Model{constructor(e){super(e)}static init_ArrowHead(){this.define((()=>({size:[c.NumberSpec,25]})))}}t.ArrowHead=h,h.__name__=\"ArrowHead\",h.init_ArrowHead();class v extends d{clip(e,i){this.visuals.line.set_vectorize(e,i);const t=this.size.get(i);e.moveTo(.5*t,t),e.lineTo(.5*t,-2),e.lineTo(-.5*t,-2),e.lineTo(-.5*t,t),e.lineTo(0,0),e.lineTo(.5*t,t)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const t=this.size.get(i);e.beginPath(),e.moveTo(.5*t,t),e.lineTo(0,0),e.lineTo(-.5*t,t),e.stroke()}}}t.OpenHeadView=v,v.__name__=\"OpenHeadView\";class u extends h{constructor(e){super(e)}static init_OpenHead(){this.prototype.default_view=v,this.mixins(_.LineVector)}}t.OpenHead=u,u.__name__=\"OpenHead\",u.init_OpenHead();class m extends d{clip(e,i){this.visuals.line.set_vectorize(e,i);const t=this.size.get(i);e.moveTo(.5*t,t),e.lineTo(.5*t,-2),e.lineTo(-.5*t,-2),e.lineTo(-.5*t,t),e.lineTo(.5*t,t)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const t=this.size.get(i);e.beginPath(),e.moveTo(.5*t,t),e.lineTo(0,0),e.lineTo(-.5*t,t),e.closePath()}}t.NormalHeadView=m,m.__name__=\"NormalHeadView\";class T extends h{constructor(e){super(e)}static init_NormalHead(){this.prototype.default_view=m,this.mixins([_.LineVector,_.FillVector]),this.override({fill_color:\"black\"})}}t.NormalHead=T,T.__name__=\"NormalHead\",T.init_NormalHead();class p extends d{clip(e,i){this.visuals.line.set_vectorize(e,i);const t=this.size.get(i);e.moveTo(.5*t,t),e.lineTo(.5*t,-2),e.lineTo(-.5*t,-2),e.lineTo(-.5*t,t),e.lineTo(0,.5*t),e.lineTo(.5*t,t)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const t=this.size.get(i);e.beginPath(),e.moveTo(.5*t,t),e.lineTo(0,0),e.lineTo(-.5*t,t),e.lineTo(0,.5*t),e.closePath()}}t.VeeHeadView=p,p.__name__=\"VeeHeadView\";class H extends h{constructor(e){super(e)}static init_VeeHead(){this.prototype.default_view=p,this.mixins([_.LineVector,_.FillVector]),this.override({fill_color:\"black\"})}}t.VeeHead=H,H.__name__=\"VeeHead\",H.init_VeeHead();class V extends d{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const t=this.size.get(i);e.beginPath(),e.moveTo(.5*t,0),e.lineTo(-.5*t,0),e.stroke()}}clip(e,i){}}t.TeeHeadView=V,V.__name__=\"TeeHeadView\";class f extends h{constructor(e){super(e)}static init_TeeHead(){this.prototype.default_view=V,this.mixins(_.LineVector)}}t.TeeHead=f,f.__name__=\"TeeHead\",f.init_TeeHead()},\n", " function _(s,e,i,t,l){t();const _=s(1),o=s(135),r=_.__importStar(s(48));class h extends o.UpperLowerView{paint(s){s.beginPath(),s.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let e=0,i=this._lower_sx.length;e=0;e--)s.lineTo(this._upper_sx[e],this._upper_sy[e]);s.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(s),s.fill()),s.beginPath(),s.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let e=0,i=this._lower_sx.length;e({dimension:[n.Dimension,\"height\"],lower:[h,{field:\"lower\"}],upper:[h,{field:\"upper\"}],base:[h,{field:\"base\"}]})))}}i.UpperLower=d,d.__name__=\"UpperLower\",d.init_UpperLower()},\n", " function _(t,i,o,n,e){n();const s=t(1),l=t(40),a=s.__importStar(t(48)),r=t(20),h=t(99);o.EDGE_TOLERANCE=2.5;class c extends l.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:i,top:o,bottom:n}=this.model;if(null==t&&null==i&&null==o&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,a=(t,i,o,n,e)=>{let s;return s=null!=t?this.model.screen?t:\"data\"==i?o.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:a(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:a(i,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:a(o,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:a(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:i,top:o,width:n,height:e}=this.bbox;t.beginPath(),t.rect(i,o,n,e),this.visuals.fill.doit&&(this.visuals.fill.set_value(t),t.fill()),this.visuals.hatch.doit&&(this.visuals.hatch.set_value(t),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_value(t),t.stroke()),t.restore()}interactive_bbox(){const t=this.model.line_width+o.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,i){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,i)}cursor(t,i){const{left:o,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-o)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(i-e)<3||Math.abs(i-s)<3?this.model.ns_cursor:this.bbox.contains(t,i)?this.model.in_cursor:null}}o.BoxAnnotationView=c,c.__name__=\"BoxAnnotationView\";class u extends l.Annotation{constructor(t){super(t)}static init_BoxAnnotation(){this.prototype.default_view=c,this.mixins([a.Line,a.Fill,a.Hatch]),this.define((({Number:t,Nullable:i})=>({top:[i(t),null],top_units:[r.SpatialUnits,\"data\"],bottom:[i(t),null],bottom_units:[r.SpatialUnits,\"data\"],left:[i(t),null],left_units:[r.SpatialUnits,\"data\"],right:[i(t),null],right_units:[r.SpatialUnits,\"data\"],render_mode:[r.RenderMode,\"canvas\"]}))),this.internal((({Boolean:t,String:i,Nullable:o})=>({screen:[t,!1],ew_cursor:[o(i),null],ns_cursor:[o(i),null],in_cursor:[o(i),null]}))),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})}update({left:t,right:i,top:o,bottom:n}){this.setv({left:t,right:i,top:o,bottom:n,screen:!0})}}o.BoxAnnotation=u,u.__name__=\"BoxAnnotation\",u.init_BoxAnnotation()},\n", " function _(t,e,i,o,n){o();const a=t(1),r=t(40),s=t(138),l=t(144),_=t(162),c=t(165),h=t(198),u=t(166),p=t(205),m=t(169),g=t(203),d=t(202),f=t(209),w=t(217),b=t(220),v=t(20),x=a.__importStar(t(48)),y=t(9),k=t(221),C=t(222),z=t(225),j=t(140),B=t(11),L=t(122),S=t(99),M=t(8);class T extends r.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker=\"auto\"!=t?t:(()=>{switch(!0){case i instanceof f.LogColorMapper:return new h.LogTicker;case i instanceof f.ScanningColorMapper:return new h.BinnedTicker({mapper:i});case i instanceof f.CategoricalColorMapper:return new h.CategoricalTicker;default:return new h.BasicTicker}})(),this._formatter=\"auto\"!=e?e:(()=>{switch(!0){case this._ticker instanceof h.LogTicker:return new p.LogTickFormatter;case i instanceof f.CategoricalColorMapper:return new p.CategoricalTickFormatter;default:return new p.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof f.CategoricalColorMapper){const{factors:t}=i;return new b.FactorRange({factors:t})}if(i instanceof d.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new b.Range1d({start:t,end:e})}B.unreachable()})(),this._major_scale=(()=>{if(i instanceof f.LinearColorMapper)return new w.LinearScale;if(i instanceof f.LogColorMapper)return new w.LogScale;if(i instanceof f.ScanningColorMapper){const{binning:t}=i.metrics;return new w.LinearInterpolationScale({binning:t})}if(i instanceof f.CategoricalColorMapper)return new w.CategoricalScale;B.unreachable()})(),this._minor_range=new b.Range1d({start:0,end:1}),this._minor_scale=new w.LinearScale;const o=x.attrs_of(this.model,\"major_label_\",x.Text,!0),n=x.attrs_of(this.model,\"major_tick_\",x.Line,!0),a=x.attrs_of(this.model,\"minor_tick_\",x.Line,!0),r=x.attrs_of(this.model,\"title_\",x.Text),l=i instanceof f.CategoricalColorMapper?_.CategoricalAxis:i instanceof f.LogColorMapper?_.LogAxis:_.LinearAxis;this._axis=new l(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:c}=this.model;c&&(this._title=new s.Title(Object.assign({text:c,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await L.build_view(this._axis,{parent:e}),null!=this._title&&(this._title_view=await L.build_view(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof d.ContinuousColorMapper&&t instanceof b.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof f.ScanningColorMapper&&e instanceof w.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return\"vertical\"==t?y.reversed(e):e})(),[i,o]=\"vertical\"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement(\"canvas\");n.width=i,n.height=o;const a=n.getContext(\"2d\"),r=a.getImageData(0,0,i,o),s=new f.LinearColorMapper({palette:e}).rgba_mapper.v_compute(y.range(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!M.isString(t))return[\"end\",\"start\"];switch(t){case\"top_left\":return[\"start\",\"start\"];case\"top\":case\"top_center\":return[\"start\",\"center\"];case\"top_right\":return[\"start\",\"end\"];case\"bottom_left\":return[\"end\",\"start\"];case\"bottom\":case\"bottom_center\":return[\"end\",\"center\"];case\"bottom_right\":return[\"end\",\"end\"];case\"left\":case\"center_left\":return[\"center\",\"start\"];case\"center\":case\"center_center\":return[\"center\",\"center\"];case\"right\":case\"center_right\":return[\"center\",\"end\"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return\"auto\"==t?null!=this.panel?this.panel.is_horizontal?\"horizontal\":\"vertical\":\"start\"==r||\"end\"==r||\"center\"==r&&\"center\"==a?\"vertical\":\"horizontal\":t})(),_=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;_.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>\"horizontal\"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new l.CartesianFrame(m,g,d,f),_.on_resize((t=>this._frame.set_geometry(t)));const w=new z.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=_,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if(M.isString(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!M.isString(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new S.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new S.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if(\"horizontal\"==s){const{top:e,width:i,height:o}=t;if(\"end\"==r){const{right:n}=this.layout.bbox;t=new S.BBox({right:n,top:e,width:i,height:o})}else if(\"center\"==r){const{hcenter:n}=this.layout.bbox;t=new S.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if(\"end\"==a){const{bottom:n}=this.layout.bbox;t=new S.BBox({left:e,bottom:n,width:i,height:o})}else if(\"center\"==a){const{vcenter:n}=this.layout.bbox;t=new S.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new S.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,B,L;if(w.padding=b,null!=this.panel?(x=\"max\",y=void 0,B=void 0,L=void 0):\"auto\"==(\"horizontal\"==s?e:i)?(x=\"fixed\",y=25*this.model.color_mapper.palette.length,B={percent:.3},L={percent:.8}):(x=\"fit\",y=void 0),\"horizontal\"==s){const t=\"auto\"==e?void 0:e,o=\"auto\"==i?25:i;w.set_sizing({width_policy:x,height_policy:\"min\",width:y,min_width:B,max_width:L,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:\"auto\"==e?\"fit\":\"fixed\",height_policy:\"fixed\",width:t,height:o})}else{const t=\"auto\"==e?25:e,o=\"auto\"==i?void 0:i;w.set_sizing({width_policy:\"min\",height_policy:x,height:y,min_height:B,max_height:L,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:\"fixed\",height_policy:\"auto\"==i?\"fit\":\"fixed\",width:t,height:o})}c.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),h.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),u.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),p.set_sizing({width_policy:\"min\",height_policy:\"fit\"});const{_title_view:T}=this;null!=T&&(\"horizontal\"==s?(T.panel=new j.Panel(\"above\"),T.update_layout(),c.children.push(T.layout)):(T.panel=new j.Panel(\"left\"),T.update_layout(),u.children.push(T.layout)));const{panel:A}=this,O=null!=A&&s==A.orientation?A.side:\"horizontal\"==s?\"below\":\"right\",R=(()=>{switch(O){case\"above\":return c;case\"below\":return h;case\"left\":return u;case\"right\":return p}})(),{_axis_view:F}=this;if(F.panel=new j.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new k.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,\"horizontal\"==s?t.set_sizing({width_policy:\"max\",height_policy:\"min\"}):t.set_sizing({width_policy:\"min\",height_policy:\"max\"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=a.__rest(t,[\"children\"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=T,T.__name__=\"ColorBarView\";class A extends r.Annotation{constructor(t){super(t)}static init_ColorBar(){this.prototype.default_view=T,this.mixins([[\"major_label_\",x.Text],[\"title_\",x.Text],[\"major_tick_\",x.Line],[\"minor_tick_\",x.Line],[\"border_\",x.Line],[\"bar_\",x.Line],[\"background_\",x.Fill]]),this.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(v.Anchor,o(e,e)),\"top_right\"],orientation:[a(v.Orientation,s),\"auto\"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),\"auto\"],height:[a(e,s),\"auto\"],scale_alpha:[t,1],ticker:[a(r(c.Ticker),s),\"auto\"],formatter:[a(r(u.TickFormatter),s),\"auto\"],major_label_overrides:[n(i),{}],major_label_policy:[r(m.LabelingPolicy),()=>new m.NoOverlap],color_mapper:[r(g.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),this.override({background_fill_color:\"#ffffff\",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:\"11px\",major_tick_line_color:\"#ffffff\",minor_tick_line_color:null,title_text_font_size:\"13px\",title_text_font_style:\"italic\"})}}i.ColorBar=A,A.__name__=\"ColorBar\",A.init_ColorBar()},\n", " function _(t,e,i,s,l){s();const o=t(1),a=t(139),n=t(20),r=t(143),c=o.__importStar(t(48));class h extends a.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case\"above\":case\"below\":switch(this.model.vertical_align){case\"top\":s=l.top+e;break;case\"middle\":s=l.vcenter;break;case\"bottom\":s=l.bottom-e}switch(this.model.align){case\"left\":i=l.left+t;break;case\"center\":i=l.hcenter;break;case\"right\":i=l.right-t}break;case\"left\":switch(this.model.vertical_align){case\"top\":i=l.left+e;break;case\"middle\":i=l.hcenter;break;case\"bottom\":i=l.right-e}switch(this.model.align){case\"left\":s=l.bottom-t;break;case\"center\":s=l.vcenter;break;case\"right\":s=l.top+t}break;case\"right\":switch(this.model.vertical_align){case\"top\":i=l.right-e;break;case\"middle\":i=l.hcenter;break;case\"bottom\":i=l.left+e}switch(this.model.align){case\"left\":s=l.top+t;break;case\"center\":s=l.vcenter;break;case\"right\":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic(\"parallel\");(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model;if(null==t||0==t.length)return{width:0,height:0};{const{ctx:e}=this.layer;this.visuals.text.set_value(e);const{width:i}=this.layer.ctx.measureText(t),{height:s}=r.font_metrics(e.font);return{width:i,height:2+s*this.model.text_line_height+this.model.standoff}}}}i.TitleView=h,h.__name__=\"TitleView\";class _ extends a.TextAnnotation{constructor(t){super(t)}static init_Title(){this.prototype.default_view=h,this.mixins([c.Text,[\"border_\",c.Line],[\"background_\",c.Fill]]),this.define((({Number:t,String:e})=>({text:[e,\"\"],vertical_align:[n.VerticalAlign,\"bottom\"],align:[n.TextAlign,\"left\"],offset:[t,0],standoff:[t,10]}))),this.prototype._props.text_align.options.internal=!0,this.prototype._props.text_baseline.options.internal=!0,this.override({text_font_size:\"13px\",text_font_style:\"bold\",text_line_height:1,background_fill_color:null,border_line_color:null})}}i.Title=_,_.__name__=\"Title\",_.init_Title()},\n", " function _(e,t,s,i,n){i();const l=e(40),a=e(43),o=e(20),r=e(140),d=e(143),c=e(11);class _ extends l.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new r.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),\"css\"==this.model.render_mode&&(this.el=a.div(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&a.remove(this.el),super.remove()}connect_signals(){super.connect_signals(),\"css\"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||\"css\"!=this.model.render_mode||a.undisplay(this.el),super.render()}_calculate_text_dimensions(e,t){const{width:s}=e.measureText(t),{height:i}=d.font_metrics(this.visuals.text.font_value());return[s,i]}_calculate_bounding_box_dimensions(e,t){const[s,i]=this._calculate_text_dimensions(e,t);let n,l;switch(e.textAlign){case\"left\":n=0;break;case\"center\":n=-s/2;break;case\"right\":n=-s;break;default:c.unreachable()}switch(e.textBaseline){case\"top\":l=0;break;case\"middle\":l=-.5*i;break;case\"bottom\":l=-1*i;break;case\"alphabetic\":l=-.8*i;break;case\"hanging\":l=-.17*i;break;case\"ideographic\":l=-.83*i;break;default:c.unreachable()}return[n,l,s,i]}_canvas_text(e,t,s,i,n){this.visuals.text.set_value(e);const l=this._calculate_bounding_box_dimensions(e,t);e.save(),e.beginPath(),e.translate(s,i),n&&e.rotate(n),e.rect(l[0],l[1],l[2],l[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),e.stroke()),this.visuals.text.doit&&(this.visuals.text.set_value(e),e.fillText(t,0,0)),e.restore()}_css_text(e,t,s,i,n){const{el:l}=this;c.assert(null!=l),a.undisplay(l),this.visuals.text.set_value(e);const[o,r]=this._calculate_bounding_box_dimensions(e,t);l.style.position=\"absolute\",l.style.left=`${s+o}px`,l.style.top=`${i+r}px`,l.style.color=e.fillStyle,l.style.font=e.font,l.style.lineHeight=\"normal\",n&&(l.style.transform=`rotate(${n}rad)`),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),l.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),l.style.borderStyle=e.lineDash.length<2?\"solid\":\"dashed\",l.style.borderWidth=`${e.lineWidth}px`,l.style.borderColor=e.strokeStyle),l.textContent=t,a.display(l)}}s.TextAnnotationView=_,_.__name__=\"TextAnnotationView\";class u extends l.Annotation{constructor(e){super(e)}static init_TextAnnotation(){this.define((()=>({render_mode:[o.RenderMode,\"canvas\"]})))}}s.TextAnnotation=u,u.__name__=\"TextAnnotation\",u.init_TextAnnotation()},\n", " function _(t,e,i,l,r){l();const a=t(141),o=t(142),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:\"bottom\",normal:\"center\",horizontal:\"bottom\",vertical:\"center\"},below:{parallel:\"top\",normal:\"center\",horizontal:\"top\",vertical:\"center\"},left:{parallel:\"bottom\",normal:\"center\",horizontal:\"center\",vertical:\"bottom\"},right:{parallel:\"bottom\",normal:\"center\",horizontal:\"center\",vertical:\"bottom\"}},g={above:{parallel:\"center\",normal:\"left\",horizontal:\"center\",vertical:\"left\"},below:{parallel:\"center\",normal:\"left\",horizontal:\"center\",vertical:\"left\"},left:{parallel:\"center\",normal:\"right\",horizontal:\"right\",vertical:\"center\"},right:{parallel:\"center\",normal:\"left\",horizontal:\"left\",vertical:\"center\"}},_={above:\"right\",below:\"left\",left:\"right\",right:\"left\"},b={above:\"left\",below:\"right\",left:\"right\",right:\"left\"};class z{constructor(t){this.side=t}get dimension(){return\"above\"==this.side||\"below\"==this.side?0:1}get normals(){switch(this.side){case\"above\":return[0,-1];case\"below\":return[0,1];case\"left\":return[-1,0];case\"right\":return[1,0]}}get orientation(){return this.is_horizontal?\"horizontal\":\"vertical\"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return n.isString(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:\"center\",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return n.isString(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__=\"Panel\";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:\"max\",height_policy:\"fixed\"}):this.set_sizing({width_policy:\"fixed\",height_policy:\"max\"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__=\"SideLayout\"},\n", " function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__=\"Sizeable\",i.SizingPolicy=n.Enum(\"fixed\",\"fit\",\"min\",\"max\")},\n", " function _(i,t,h,e,n){e();const s=i(141),r=i(99),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:\"fit\",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:\"fit\",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:\"start\",b=null!==(s=i.valign)&&void 0!==s?s:\"start\";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return\"max\"==this.sizing.width_policy}is_height_expanding(){return\"max\"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if(\"fixed\"!=n&&\"fixed\"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else\"fixed\"==n?h=_(t/e):\"fixed\"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:g.isNumber(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:g.isNumber(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__=\"Layoutable\";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case\"fixed\":return null!=h?h:0;case\"min\":return null!=h?l(i.width,h):0;case\"fit\":return null!=h?l(i.width,h):i.width;case\"max\":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case\"fixed\":return null!=t?t:0;case\"min\":return null!=t?l(i.height,t):0;case\"fit\":return null!=t?l(i.height,t):i.height;case\"max\":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__=\"LayoutItem\";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case\"fixed\":return null!=this.sizing.width?this.sizing.width:t.width;case\"min\":return t.width;case\"fit\":return h.width;case\"max\":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case\"fixed\":return null!=this.sizing.height?this.sizing.height:t.height;case\"min\":return t.height;case\"fit\":return h.height;case\"max\":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__=\"ContentLayoutable\"},\n", " function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return\"undefined\"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext(\"2d\")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement(\"canvas\");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext(\"2d\");return e=>{t.font=e;const n=t.measureText(\"M\"),r=t.measureText(\"x\"),l=t.measureText(\"ÅŚg|\"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};a.unreachable()}})(),s=(()=>{const t=c(0,0).getContext(\"2d\");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};a.unreachable()}})(),u=(()=>{const t=document.createElement(\"canvas\"),e=t.getContext(\"2d\");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText(\"M\"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n{let e=0;for(let n=0;n<=i;n++)for(let r=0;r{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r{const t=document.createElement(\"canvas\"),e=t.getContext(\"2d\");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText(\"M\"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n{let e=0;for(let n=0;n<=f;n++)for(let r=0;r{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r{try{return o(\"normal 10px sans-serif\"),o}catch(t){return u}})(),h=(()=>{try{return s(\"A\",\"normal 10px sans-serif\"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\\s*(\\d+(\\.\\d+)?)(\\w+)\\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},\n", " function _(e,t,s,_,a){_();const r=e(145),n=e(157),g=e(156),i=e(159),c=e(104),h=e(99),o=e(13),l=e(11);class x{constructor(e,t,s,_,a={},r={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=_,this.extra_x_ranges=a,this.extra_y_ranges=r,this._bbox=new h.BBox,l.assert(null==e.source_range&&null==e.target_range),l.assert(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map(o.entries(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s){const _=new Map;for(const[a,g]of t){if(g instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${g.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&g instanceof i.DataRange1d&&(g.scale_hint=\"log\");const t=e.clone();t.setv({source_range:g,target_range:s}),_.set(a,t)}return _}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get(\"default\")}get y_scale(){return this._y_scales.get(\"default\")}get xscales(){return o.to_object(this.x_scales)}get yscales(){return o.to_object(this.y_scales)}}s.CartesianFrame=x,x.__name__=\"CartesianFrame\"},\n", " function _(e,t,r,n,_){n();const c=e(146);class s extends c.Scale{constructor(e){super(e)}get s_compute(){const[e,t]=this._linear_compute_state(),r=this.source_range;return n=>e*r.synthetic(n)+t}compute(e){return super._linear_compute(this.source_range.synthetic(e))}v_compute(e){return super._linear_v_compute(this.source_range.v_synthetic(e))}invert(e){return this._linear_invert(e)}v_invert(e){return this._linear_v_invert(e)}}r.CategoricalScale=s,s.__name__=\"CategoricalScale\"},\n", " function _(t,e,r,n,s){n();const i=t(147),_=t(105),a=t(156),c=t(24);class o extends i.Transform{constructor(t){super(t)}static init_Scale(){this.internal((({Ref:t})=>({source_range:[t(_.Range)],target_range:[t(a.Range1d)]})))}r_compute(t,e){return this.target_range.is_reversed?[this.compute(e),this.compute(t)]:[this.compute(t),this.compute(e)]}r_invert(t,e){return this.target_range.is_reversed?[this.invert(e),this.invert(t)]:[this.invert(t),this.invert(e)]}_linear_compute(t){const[e,r]=this._linear_compute_state();return e*t+r}_linear_v_compute(t){const[e,r]=this._linear_compute_state(),n=new c.ScreenArray(t.length);for(let s=0;s({args:[s(t),{}],func:[r,\"\"],v_func:[r,\"\"]})))}get names(){return o.keys(this.args)}get values(){return o.values(this.args)}_make_transform(t,r){return new Function(...this.names,t,u.use_strict(r))}get scalar_transform(){return this._make_transform(\"x\",this.func)}get vector_transform(){return this._make_transform(\"xs\",this.v_func)}compute(t){return this.scalar_transform(...this.values,t)}v_compute(t){return this.vector_transform(...this.values,t)}}s.CustomJSTransform=m,m.__name__=\"CustomJSTransform\",m.init_CustomJSTransform()},\n", " function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__=\"Transform\"},\n", " function _(e,t,n,o,s){o();const i=e(151);class r extends i.RangeTransform{constructor(e){super(e)}static init_Dodge(){this.define((({Number:e})=>({value:[e,0]})))}_compute(e){return e+this.value}}n.Dodge=r,r.__name__=\"Dodge\",r.init_Dodge()},\n", " function _(e,n,t,r,s){r();const a=e(149),i=e(105),o=e(104),c=e(24),f=e(8);class u extends a.Transform{constructor(e){super(e)}static init_RangeTransform(){this.define((({Ref:e,Nullable:n})=>({range:[n(e(i.Range)),null]})))}v_compute(e){let n;if(this.range instanceof o.FactorRange)n=this.range.v_synthetic(e);else{if(!f.isArrayableOf(e,f.isNumber))throw new Error(\"unexpected\");n=e}const t=new(c.infer_type(n))(n.length);for(let e=0;e({x:[s(r,o(e))],y:[s(r,o(e))],data:[a(n(i.ColumnarDataSource)),null],clip:[t,!0]})))}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new(a.infer_type(t))(t.length);for(let r=0;rs*(e[t]-e[r]))),this._x_sorted=new(a.infer_type(e))(n),this._y_sorted=new(a.infer_type(r))(n);for(let t=0;t({mean:[t,0],width:[t,1],distribution:[o.Distribution,\"uniform\"]})))}v_compute(t){return null!=this.previous_values&&this.previous_values.length==t.length||(this.previous_values=super.v_compute(t)),this.previous_values}_compute(t){switch(this.distribution){case\"uniform\":return t+this.mean+(a.random()-.5)*this.width;case\"normal\":return t+a.rnorm(this.mean,this.width)}}}e.Jitter=h,h.__name__=\"Jitter\",h.init_Jitter()},\n", " function _(t,s,_,r,e){r();const i=t(9),o=t(152);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(tthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=i.find_last_index(this._x_sorted,(s=>s({mode:[_.StepMode,\"after\"]})))}compute(t){if(this.sort(!1),this.clip){if(tthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case\"after\":e=n.find_last_index(this._x_sorted,(e=>t>=e));break;case\"before\":e=n.find_index(this._x_sorted,(e=>t<=e));break;case\"center\":{const s=n.map(this._x_sorted,(e=>Math.abs(e-t))),r=n.min(s);e=n.find_index(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=d,d.__name__=\"StepInterpolator\",d.init_StepInterpolator()},\n", " function _(t,e,s,n,i){n();const a=t(105);class r extends a.Range{constructor(t){super(t)}static init_Range1d(){this.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))}_set_auto_bounds(){if(\"auto\"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new r({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new r({start:e,end:s})}}s.Range1d=r,r.__name__=\"Range1d\",r.init_Range1d()},\n", " function _(t,e,o,n,s){n();const a=t(158),r=t(24);class c extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,o,n]=this._compute_state();return s=>{if(0==o)return 0;{const a=(Math.log(s)-n)/o;return isFinite(a)?a*t+e:NaN}}}compute(t){const[e,o,n,s]=this._compute_state();let a;if(0==n)a=0;else{const r=(Math.log(t)-s)/n;a=isFinite(r)?r*e+o:NaN}return a}v_compute(t){const[e,o,n,s]=this._compute_state(),a=new r.ScreenArray(t.length);if(0==n)for(let e=0;e({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[_.PaddingUnits,\"percent\"],flipped:[t,!1],follow:[n(_.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),this.internal((({Enum:t})=>({scale_hint:[t(\"log\",\"auto\"),\"auto\"]})))}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=o.concat(this.plots.map((t=>t.data_renderers)));return d.compute_renderers(0==t.length?\"auto\":t,n,i)}_compute_plot_bounds(t,i){let n=r.empty();for(const a of t){const t=i.get(a);null==t||!a.visible&&this.only_visible||(n=r.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=r.empty();let a=t.x1-t.x0;a<=0&&(a=1);let e=t.y1-t.y0;e<=0&&(e=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return al&&(\"start\"==this.follow?e=a+s*l:\"end\"==this.follow&&(a=e-s*l)),[a,e]}update(t,i,n,a){if(this.have_updated_interactively)return;const e=this.computed_renderers();let s=this._compute_plot_bounds(e,t);null!=a&&(s=this.adjust_bounds_for_aspect(s,a)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.values(),i);let[o,h]=this._compute_range(l,_);null!=this._initial_start&&(\"log\"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&(\"log\"==this.scale_hint?this._initial_end>0&&(h=this._initial_end):h=this._initial_end);let r=!1;\"auto\"==this.bounds&&(this.setv({bounds:[o,h]},{silent:!0}),r=!0);const[d,u]=[this.start,this.end];if(o!=d||h!=u){const t={};o!=d&&(t.start=o),h!=u&&(t.end=h),this.setv(t),r=!1}r&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=u,u.__name__=\"DataRange1d\",u.init_DataRange1d()},\n", " function _(a,e,n,t,r){t();const s=a(105),i=a(62);class R extends s.Range{constructor(a){super(a)}static init_DataRange(){this.define((({String:a,Array:e,Ref:n})=>({names:[e(a),[]],renderers:[e(n(i.DataRenderer)),[]]})))}}n.DataRange=R,R.__name__=\"DataRange\",R.init_DataRange()},\n", " function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r=\"auto\"==n?e:n;return t.length>0&&(r=r.filter((n=>l.includes(t,n.name)))),r}},\n", " function _(i,s,x,A,o){A(),o(\"Axis\",i(163).Axis),o(\"CategoricalAxis\",i(170).CategoricalAxis),o(\"ContinuousAxis\",i(173).ContinuousAxis),o(\"DatetimeAxis\",i(174).DatetimeAxis),o(\"LinearAxis\",i(175).LinearAxis),o(\"LogAxis\",i(192).LogAxis),o(\"MercatorAxis\",i(195).MercatorAxis)},\n", " function _(t,e,i,s,o){s();const n=t(1),a=t(164),l=t(165),r=t(166),_=t(169),h=n.__importStar(t(48)),c=t(20),b=t(24),m=t(140),d=t(9),u=t(8),x=t(167),g=t(104),{abs:f}=Math;class p extends a.GuideRendererView{update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[o,n]=this.coordinates.map_to_screen(i,s),[a,l]=this.normals,[r,_]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e0?o+s+3:0}_draw_axis_label(t,e,i){const s=this.model.axis_label;if(!s||null!=this.model.fixed_location)return;const o=new x.TextBox({text:s});o.visuals=this.visuals.axis_label_text,o.angle=this.panel.get_label_angle_heuristic(\"parallel\"),o.base_font_size=this.plot_view.base_font_size;const[n,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case\"above\":return[t.hcenter,t.bottom];case\"below\":return[t.hcenter,t.top];case\"left\":return[t.right,t.vcenter];case\"right\":return[t.left,t.vcenter]}})(),[l,r]=this.normals,_=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:h,align:c}=this.panel.get_label_text_heuristics(\"parallel\");o.position={sx:n+l*_,sy:a+r*_,x_anchor:c,y_anchor:h},o.align=c,o.paint(t)}_draw_ticks(t,e,i,s,o){if(!o.doit)return;const[n,a]=e,[l,r]=this.coordinates.map_to_screen(n,a),[_,h]=this.normals,[c,b]=this.offsets,[m,d]=[_*(c-i),h*(b-i)],[u,x]=[_*(c+s),h*(b+s)];o.set_value(t),t.beginPath();for(let e=0;et.bbox())),T=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,A=O.filter(v,z,T),M=[...A.ones()];if(0!=M.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:o}=y[e];y[e].position=Object.assign(Object.assign({},o),{sx:o.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:o}=y[e];y[e].position=Object.assign(Object.assign({},o),{sy:o.sy-s})}},s=M[0],o=M[M.length-1];0==this.dimension?(e(s),e(o)):(i(s),i(o))}for(const e of A){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,o=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,o)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:d.sum(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length)return 0;const o=this.panel.get_label_angle_heuristic(e);t.visuals=s,t.angle=o,t.base_font_size=this.plot_view.base_font_size;const n=t.max_size(),a=0==this.dimension?n.height:n.width;return a>0?i+a+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{major_label_overrides:i}=this.model;for(let s=0;sf(a-l)?(t=_(r(o,n),a),s=r(_(o,n),l)):(t=r(o,n),s=_(o,n)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,o]=this.computed_bounds,n=[new Array(2),new Array(2)];return n[t][0]=Math.max(s,i.min),n[t][1]=Math.min(o,i.max),n[t][0]>n[t][1]&&(n[t][0]=n[t][1]=NaN),n[e][0]=this.loc,n[e][1]=this.loc,n}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,o]=this.computed_bounds,n=this.model.ticker.get_ticks(s,o,i,this.loc),a=n.major,l=n.minor,r=[[],[]],_=[[],[]],[h,c]=[i.min,i.max];for(let i=0;ic||(r[t].push(a[i]),r[e].push(this.loc));for(let i=0;ic||(_[t].push(l[i]),_[e].push(this.loc));return{major:r,minor:_}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if(u.isNumber(t))return t;const[,e]=this.ranges;if(e instanceof g.FactorRange)return e.synthetic(t);throw new Error(\"unexpected\")}const[,e]=this.ranges;switch(this.panel.side){case\"left\":case\"below\":return e.start;case\"right\":case\"above\":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}}i.AxisView=p,p.__name__=\"AxisView\";class k extends a.GuideRenderer{constructor(t){super(t)}static init_Axis(){this.prototype.default_view=p,this.mixins([[\"axis_\",h.Line],[\"major_tick_\",h.Line],[\"minor_tick_\",h.Line],[\"major_label_\",h.Text],[\"axis_label_\",h.Text]]),this.define((({Any:t,Int:e,Number:i,String:s,Ref:o,Dict:n,Tuple:a,Or:h,Nullable:b,Auto:m})=>({bounds:[h(a(i,i),m),\"auto\"],ticker:[o(l.Ticker)],formatter:[o(r.TickFormatter)],axis_label:[b(s),\"\"],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[h(c.TickLabelOrientation,i),\"horizontal\"],major_label_overrides:[n(s),{}],major_label_policy:[o(_.LabelingPolicy),()=>new _.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[b(h(i,t)),null]}))),this.override({axis_line_color:\"black\",major_tick_line_color:\"black\",minor_tick_line_color:\"black\",major_label_text_font_size:\"11px\",major_label_text_align:\"center\",major_label_text_baseline:\"alphabetic\",axis_label_text_font_size:\"13px\",axis_label_text_font_style:\"italic\"})}}i.Axis=k,k.__name__=\"Axis\",k.init_Axis()},\n", " function _(e,r,d,i,n){i();const s=e(41);class t extends s.RendererView{}d.GuideRendererView=t,t.__name__=\"GuideRendererView\";class _ extends s.Renderer{constructor(e){super(e)}static init_GuideRenderer(){this.override({level:\"guide\"})}}d.GuideRenderer=_,_.__name__=\"GuideRenderer\",_.init_GuideRenderer()},\n", " function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__=\"Ticker\"},\n", " function _(t,o,r,e,c){e();const n=t(53),a=t(167);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__=\"TickFormatter\"},\n", " function _(t,e,s,i,n){i();const h=t(99),o=t(143),a=t(9),r=t(8),c=t(168),_=t(22);s.text_width=(()=>{const t=document.createElement(\"canvas\").getContext(\"2d\");let e=\"\";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this._base_font_size=13}set base_font_size(t){this._base_font_size=t}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return\"ascent_descent\"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),a=Math.max(t.x,e.x,s.x,i.x),r=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:a,top:o,bottom:r})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle=\"red\",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle=\"blue\",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__=\"GraphicsBox\";class x extends l{constructor({text:t}){super(),this.align=\"left\",this.text=t}set visuals(t){const e=t.text_color.get_value(),s=t.text_alpha.get_value(),i=t.text_font_style.get_value();let n=t.text_font_size.get_value();const h=t.text_font.get_value(),{font_size_scale:a,base_font_size:r}=this,c=o.parse_css_font_size(n);if(null!=c){let{value:t,unit:e}=c;t*=a,\"em\"==e&&r&&(t*=r,e=\"px\"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=_.color2css(e,s),this.line_height=t.text_line_height.get_value()}infer_text_height(){if(this.text.includes(\"\\n\"))return\"ascent_descent\";return function(t){for(const e of new Set(t))if(!(\"0\"<=e&&e<=\"9\"))switch(e){case\",\":case\".\":case\"+\":case\"-\":case\"−\":case\"e\":continue;default:return!1}return!0}(this.text)?\"cap\":\"ascent_descent\"}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case\"x\":case\"x_descent\":return t.x_height;case\"cap\":case\"cap_descent\":return t.cap_height;case\"ascent\":case\"ascent_descent\":return t.ascent}})(),n=(()=>{switch(s){case\"x\":case\"cap\":case\"ascent\":return 0;case\"x_descent\":case\"cap_descent\":case\"ascent_descent\":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split(\"\\n\").length}_size(){var t,e;const{font:i}=this,n=o.font_metrics(i),h=(this.line_height-1)*n.height,r=\"\"==this.text,c=this.text.split(\"\\n\"),_=c.length,l=c.map((t=>s.text_width(t,i))),x=this._text_line(n).height*_,u=\"%\"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p=\"%\"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:a.max(l)*u,height:r?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:a=\"left\",y_anchor:c=\"center\"}=this.position;return{x:h-(()=>{if(r.isNumber(a))return a*i;switch(a){case\"left\":return 0;case\"center\":return.5*i;case\"right\":return i}})(),y:o-(()=>{var t;if(r.isNumber(c))return c*n;switch(c){case\"top\":return 0;case\"center\":return.5*n;case\"bottom\":return n;case\"baseline\":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case\"x\":case\"x_descent\":return e.x_height;case\"cap\":case\"cap_descent\":return e.cap_height;case\"ascent\":case\"ascent_descent\":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split(\"\\n\").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=o.font_metrics(n),r=(this.line_height-1)*h.height,c=this.text.split(\"\\n\"),_=c.length,l=c.map((t=>s.text_width(t,n))),x=this._text_line(h),u=x.height*_,p=\"%\"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f=\"%\"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=a.max(l)*p,d=(u+r*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign=\"left\",t.textBaseline=\"alphabetic\";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:v}=this;v&&(t.translate(b,m),t.rotate(v),t.translate(-b,-m));let{x:w,y:z}=this._computed_position({width:g,height:d},h,_);if(\"justify\"==y)for(let e=0;e<_;e++){let i=w;const h=c[e].split(\" \"),o=h.length,_=h.map((t=>s.text_width(t,n))),l=(g-a.sum(_))/(o-1);for(let e=0;e{switch(y){case\"left\":return 0;case\"center\":return.5*(g-l[e]);case\"right\":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+r}t.restore()}}s.TextBox=x,x.__name__=\"TextBox\";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:\"left\",sy:n,y_anchor:\"bottom\"},this.expo.position={sx:e.width,x_anchor:\"left\",sy:i,y_anchor:\"bottom\"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=o.font_metrics(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=\"left\",y_anchor:h=\"center\"}=this.position;return{x:s-(()=>{if(r.isNumber(n))return n*t;switch(n){case\"left\":return 0;case\"center\":return.5*t;case\"right\":return t}})(),y:i-(()=>{if(r.isNumber(h))return h*e;switch(h){case\"top\":return 0;case\"center\":return.5*e;case\"bottom\":return e;case\"baseline\":return.5*e}})()}}}s.BaseExpo=u,u.__name__=\"BaseExpo\";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=a.max_by(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__=\"GraphicsBoxes\"},\n", " function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,p=t.length;for(let o=0;o({min_distance:[e,5]})))}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)({args:[s(e),{}],code:[n,\"\"]})))}get names(){return c.keys(this.args)}get values(){return c.values(this.args)}get func(){const e=o.use_strict(this.code);return new a.GeneratorFunction(\"indices\",\"bboxes\",\"distance\",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let l=i.next();if(l.done&&void 0!==l.value){const{value:n}=l;return n instanceof a.Indices?n:void 0===n?e:r.isIterable(n)?a.Indices.from_indices(e.size,n):a.Indices.all_unset(e.size)}{const n=[];do{n.push(l.value),l=i.next()}while(!l.done);return a.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=m,m.__name__=\"CustomLabelingPolicy\",m.init_CustomLabelingPolicy()},\n", " function _(t,s,e,o,i){o();const a=t(1),r=t(163),l=t(171),_=t(172),n=a.__importStar(t(48)),c=t(20),p=t(167),h=t(8);class m extends r.AxisView{_paint(t,s,e){this._draw_group_separators(t,s,e)}_draw_group_separators(t,s,e){const[o]=this.ranges,[i,a]=this.computed_bounds;if(!o.tops||o.tops.length<2||!this.visuals.separator_line.doit)return;const r=this.dimension,l=(r+1)%2,_=[[],[]];let n=0;for(let t=0;ti&&cnew p.GraphicsBoxes(t.map((t=>h.isString(t)?new p.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);r.push([t,a.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));r.push([t,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),r.push([l(i.tops),a.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));r.push([t,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),r.push([l(s),a.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),r.push([l(i.tops),a.tops,this.model.group_label_orientation,this.visuals.group_text])}return r}get tick_coords(){const t=this.dimension,s=(t+1)%2,[e]=this.ranges,[o,i]=this.computed_bounds,a=this.model.ticker.get_ticks(o,i,e,this.loc),r={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return r.major[t]=a.major,r.major[s]=a.major.map((()=>this.loc)),3==e.levels&&(r.mids[t]=a.mids,r.mids[s]=a.mids.map((()=>this.loc))),e.levels>1&&(r.tops[t]=a.tops,r.tops[s]=a.tops.map((()=>this.loc))),r}}e.CategoricalAxisView=m,m.__name__=\"CategoricalAxisView\";class u extends r.Axis{constructor(t){super(t)}static init_CategoricalAxis(){this.prototype.default_view=m,this.mixins([[\"separator_\",n.Line],[\"group_\",n.Text],[\"subgroup_\",n.Text]]),this.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),\"parallel\"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),\"parallel\"]}))),this.override({ticker:()=>new l.CategoricalTicker,formatter:()=>new _.CategoricalTickFormatter,separator_line_color:\"lightgrey\",separator_line_width:2,group_text_font_style:\"bold\",group_text_font_size:\"11px\",group_text_color:\"grey\",subgroup_text_font_style:\"bold\",subgroup_text_font_size:\"11px\"})}}e.CategoricalAxis=u,u.__name__=\"CategoricalAxis\",u.init_CategoricalAxis()},\n", " function _(t,c,o,s,e){s();const r=t(165);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&tnew m.DatetimeTicker,formatter:()=>new r.DatetimeTickFormatter})}}i.DatetimeAxis=c,c.__name__=\"DatetimeAxis\",c.init_DatetimeAxis()},\n", " function _(i,e,s,n,t){n();const r=i(173),a=i(176),o=i(177);class c extends r.ContinuousAxisView{}s.LinearAxisView=c,c.__name__=\"LinearAxisView\";class _ extends r.ContinuousAxis{constructor(i){super(i)}static init_LinearAxis(){this.prototype.default_view=c,this.override({ticker:()=>new o.BasicTicker,formatter:()=>new a.BasicTickFormatter})}}s.LinearAxis=_,_.__name__=\"LinearAxis\",_.init_LinearAxis()},\n", " function _(i,t,e,n,o){n();const s=i(166),r=i(34);function c(i){let t=\"\";for(const e of i)t+=\"-\"==e?\"−\":e;return t}e.unicode_replace=c;class _ extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}static init_BasicTickFormatter(){this.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),\"auto\"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>c(i.toExponential(e)))):i.map((i=>c(r.to_fixed(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=r.nth(this.mantissas,-1)/this.base,i=r.nth(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const e=i-t,s=this.get_ideal_interval(t,i,a),n=Math.floor(_.log(s/this.base_factor,this.base)),l=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-e/(t*l)))),v=h[r.argmin(m)]*l;return _.clamp(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=l,l.__name__=\"AdaptiveTicker\",l.init_AdaptiveTicker()},\n", " function _(t,i,n,s,e){s();const o=t(165),r=t(9);class c extends o.Ticker{constructor(t){super(t)}static init_ContinuousTicker(){this.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))}get_ticks(t,i,n,s){return this.get_ticks_no_defaults(t,i,s,this.desired_num_ticks)}get_ticks_no_defaults(t,i,n,s){const e=this.get_interval(t,i,s),o=Math.floor(t/e),c=Math.ceil(i/e);let _;_=isFinite(o)&&isFinite(c)?r.range(o,c+1):[];const u=_.map((t=>t*e)).filter((n=>t<=n&&n<=i)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const n=e/a,s=r.range(0,a).map((t=>t*n));for(const n of s.slice(1)){const s=u[0]-n;t<=s&&s<=i&&f.push(s)}for(const n of u)for(const e of s){const s=n+e;t<=s&&s<=i&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,i,n){return(i-t)/n}}n.ContinuousTicker=c,c.__name__=\"ContinuousTicker\",c.init_ContinuousTicker()},\n", " function _(t,s,e,i,n){i();const r=t(1).__importDefault(t(181)),o=t(166),a=t(19),c=t(182),m=t(9),u=t(8);function h(t){return r.default(t,\"%Y %m %d %H %M %S\").split(/\\s+/).map((t=>parseInt(t,10)))}function d(t,s){if(u.isFunction(s))return s(t);{const e=c.sprintf(\"$1%06d\",function(t){return Math.round(t/1e3%1*1e6)}(t));return-1==(s=s.replace(/((^|[^%])(%%)*)%f/,e)).indexOf(\"%\")?s:r.default(t,s)}}const l=[\"microseconds\",\"milliseconds\",\"seconds\",\"minsec\",\"minutes\",\"hourmin\",\"hours\",\"days\",\"months\",\"years\"];class f extends o.TickFormatter{constructor(t){super(t),this.strip_leading_zeros=!0}static init_DatetimeTickFormatter(){this.define((({String:t,Array:s})=>({microseconds:[s(t),[\"%fus\"]],milliseconds:[s(t),[\"%3Nms\",\"%S.%3Ns\"]],seconds:[s(t),[\"%Ss\"]],minsec:[s(t),[\":%M:%S\"]],minutes:[s(t),[\":%M\",\"%Mm\"]],hourmin:[s(t),[\"%H:%M\"]],hours:[s(t),[\"%Hh\",\"%H:%M\"]],days:[s(t),[\"%m/%d\",\"%a%d\"]],months:[s(t),[\"%m/%Y\",\"%b %Y\"]],years:[s(t),[\"%Y\"]]})))}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const t=+r.default(new Date),s=function(s){const e=s.map((s=>d(t,s).length)),i=m.sort_by(m.zip(e,s),(([t])=>t));return m.unzip(i)};this._width_formats={microseconds:s(this.microseconds),milliseconds:s(this.milliseconds),seconds:s(this.seconds),minsec:s(this.minsec),minutes:s(this.minutes),hourmin:s(this.hourmin),hours:s(this.hours),days:s(this.days),months:s(this.months),years:s(this.years)}}_get_resolution_str(t,s){const e=1.1*t;switch(!1){case!(e<.001):return\"microseconds\";case!(e<1):return\"milliseconds\";case!(e<60):return s>=60?\"minsec\":\"seconds\";case!(e<3600):return s>=3600?\"hourmin\":\"minutes\";case!(e<86400):return\"hours\";case!(e<2678400):return\"days\";case!(e<31536e3):return\"months\";default:return\"years\"}}doFormat(t,s){if(0==t.length)return[];const e=Math.abs(t[t.length-1]-t[0])/1e3,i=e/(t.length-1),n=this._get_resolution_str(i,e),[,[r]]=this._width_formats[n],o=[],c=l.indexOf(n),m={};for(const t of l)m[t]=0;m.seconds=5,m.minsec=4,m.minutes=4,m.hourmin=3,m.hours=3;for(const s of t){let t,e;try{e=h(s),t=d(s,r)}catch(t){a.logger.warn(`unable to format tick for timestamp value ${s}`),a.logger.warn(` - ${t}`),o.push(\"ERR\");continue}let i=!1,u=c;for(;0==e[m[l[u]]];){let r;if(u+=1,u==l.length)break;if((\"minsec\"==n||\"hourmin\"==n)&&!i){if(\"minsec\"==n&&0==e[4]&&0!=e[5]||\"hourmin\"==n&&0==e[3]&&0!=e[4]){r=this._width_formats[l[c-1]][1][0],t=d(s,r);break}i=!0}r=this._width_formats[l[u]][1][0],t=d(s,r)}if(this.strip_leading_zeros){let s=t.replace(/^0+/g,\"\");s!=t&&isNaN(parseInt(s))&&(s=`0${s}`),o.push(s)}else o.push(t)}return o}}e.DatetimeTickFormatter=f,f.__name__=\"DatetimeTickFormatter\",f.init_DatetimeTickFormatter()},\n", " function _(e,t,n,r,o){!function(e){\"object\"==typeof t&&t.exports?t.exports=e():\"function\"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o=T-g;--c)for(o=0,a=s.length;o=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return i&&((l=/^(.*)\\/(.*)$/.exec(u.format))?i.abbrev=l[i.save?2:1]:i.abbrev=u.format.replace(/%s/,i.rule.letter)),i||u}function n(e,n){return\"UTC\"==e.zone?n:(e.entry=t(e,\"posix\",n),n+e.entry.offset+e.entry.save)}function r(e,n){return\"UTC\"==e.zone?n:(e.entry=r=t(e,\"wallclock\",n),0<(o=n-r.wallclock)&&o9)t+=s*l[c-10];else{if(a=new Date(n(e,t)),c<7)for(;s;)a.setUTCDate(a.getUTCDate()+i),a.getUTCDay()==c&&(s-=i);else 7==c?a.setUTCFullYear(a.getUTCFullYear()+s):8==c?a.setUTCMonth(a.getUTCMonth()+s):a.setUTCDate(a.getUTCDate()+s);null==(t=r(e,a.getTime()))&&(t=r(e,a.getTime()+864e5*i)-864e5*i)}return t}var a={clock:function(){return+new Date},zone:\"UTC\",entry:{abbrev:\"UTC\",offset:0,save:0},UTC:1,z:function(e,t,n,r){var 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supported\");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),\"undefined\"!=typeof window&&(window.sprintf=n,window.vsprintf=r,\"function\"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},\n", " function _(e,i,n,t,a){t();const s=e(9),r=e(178),c=e(186),m=e(187),_=e(190),k=e(191),o=e(189);class T extends c.CompositeTicker{constructor(e){super(e)}static init_DatetimeTicker(){this.override({num_minor_ticks:0,tickers:()=>[new r.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*o.ONE_MILLI,num_minor_ticks:0}),new r.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:o.ONE_SECOND,max_interval:30*o.ONE_MINUTE,num_minor_ticks:0}),new r.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:o.ONE_HOUR,max_interval:12*o.ONE_HOUR,num_minor_ticks:0}),new m.DaysTicker({days:s.range(1,32)}),new m.DaysTicker({days:s.range(1,31,3)}),new m.DaysTicker({days:[1,8,15,22]}),new m.DaysTicker({days:[1,15]}),new _.MonthsTicker({months:s.range(0,12,1)}),new _.MonthsTicker({months:s.range(0,12,2)}),new _.MonthsTicker({months:s.range(0,12,4)}),new _.MonthsTicker({months:s.range(0,12,6)}),new k.YearsTicker({})]})}}n.DatetimeTicker=T,T.__name__=\"DatetimeTicker\",T.init_DatetimeTicker()},\n", " function _(t,e,i,s,r){s();const n=t(179),_=t(9);class a extends n.ContinuousTicker{constructor(t){super(t)}static init_CompositeTicker(){this.define((({Array:t,Ref:e})=>({tickers:[t(e(n.ContinuousTicker)),[]]})))}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const s=e-t,r=this.get_ideal_interval(t,e,i),n=[_.sorted_index(this.min_intervals,r)-1,_.sorted_index(this.max_intervals,r)],a=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-s/t)));let c;if(_.is_empty(a.filter((t=>!isNaN(t)))))c=this.tickers[0];else{const t=n[_.argmin(a)];c=this.tickers[t]}return c}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,s){return this.get_best_ticker(t,e,s).get_ticks_no_defaults(t,e,i,s)}}i.CompositeTicker=a,a.__name__=\"CompositeTicker\",a.init_CompositeTicker()},\n", " function _(t,e,n,i,s){i();const a=t(188),o=t(189),r=t(9);class c extends a.SingleIntervalTicker{constructor(t){super(t)}static init_DaysTicker(){this.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),this.override({num_minor_ticks:0})}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*o.ONE_DAY:this.interval=31*o.ONE_DAY}get_ticks_no_defaults(t,e,n,i){const s=function(t,e){const n=o.last_month_no_later_than(new Date(t)),i=o.last_month_no_later_than(new Date(e));i.setUTCMonth(i.getUTCMonth()+1);const s=[],a=n;for(;s.push(o.copy_date(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>i););return s}(t,e),a=this.days,c=this.interval;return{major:r.concat(s.map((t=>((t,e)=>{const n=t.getUTCMonth(),i=[];for(const s of a){const a=o.copy_date(t);a.setUTCDate(s),new Date(a.getTime()+e/2).getUTCMonth()==n&&i.push(a)}return i})(t,c)))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=c,c.__name__=\"DaysTicker\",c.init_DaysTicker()},\n", " function _(e,t,n,i,r){i();const l=e(179);class a extends l.ContinuousTicker{constructor(e){super(e)}static init_SingleIntervalTicker(){this.define((({Number:e})=>({interval:[e]})))}get_interval(e,t,n){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}n.SingleIntervalTicker=a,a.__name__=\"SingleIntervalTicker\",a.init_SingleIntervalTicker()},\n", " function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},\n", " function _(t,e,n,i,s){i();const r=t(188),a=t(189),o=t(9);class c extends r.SingleIntervalTicker{constructor(t){super(t)}static init_MonthsTicker(){this.define((({Int:t,Array:e})=>({months:[e(t),[]]})))}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*a.ONE_MONTH:this.interval=12*a.ONE_MONTH}get_ticks_no_defaults(t,e,n,i){const s=function(t,e){const n=a.last_year_no_later_than(new Date(t)),i=a.last_year_no_later_than(new Date(e));i.setUTCFullYear(i.getUTCFullYear()+1);const s=[],r=n;for(;s.push(a.copy_date(r)),r.setUTCFullYear(r.getUTCFullYear()+1),!(r>i););return s}(t,e),r=this.months;return{major:o.concat(s.map((t=>r.map((e=>{const n=a.copy_date(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=c,c.__name__=\"MonthsTicker\",c.init_MonthsTicker()},\n", " function _(e,t,a,i,r){i();const n=e(177),_=e(188),s=e(189);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=s.last_year_no_later_than(new Date(e)).getUTCFullYear(),n=s.last_year_no_later_than(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__=\"YearsTicker\"},\n", " function _(i,s,t,e,o){e();const n=i(173),r=i(193),_=i(194);class c extends n.ContinuousAxisView{}t.LogAxisView=c,c.__name__=\"LogAxisView\";class x extends n.ContinuousAxis{constructor(i){super(i)}static init_LogAxis(){this.prototype.default_view=c,this.override({ticker:()=>new _.LogTicker,formatter:()=>new r.LogTickFormatter})}}t.LogAxis=x,x.__name__=\"LogAxis\",x.init_LogAxis()},\n", " function _(t,e,r,i,n){i();const o=t(166),a=t(176),s=t(194),c=t(167),{log:l,round:u}=Math;class _ extends o.TickFormatter{constructor(t){super(t)}static init_LogTickFormatter(){this.define((({Ref:t,Nullable:e})=>({ticker:[e(t(s.LogTicker)),null]})))}initialize(){super.initialize(),this.basic_formatter=new a.BasicTickFormatter}format_graphics(t,e){var r,i;if(0==t.length)return[];const n=null!==(i=null===(r=this.ticker)||void 0===r?void 0:r.base)&&void 0!==i?i:10,o=this._exponents(t,n);return null==o?this.basic_formatter.format_graphics(t,e):o.map((t=>{const e=new c.TextBox({text:a.unicode_replace(`${n}`)}),r=new c.TextBox({text:a.unicode_replace(`${t}`)});return new c.BaseExpo(e,r)}))}_exponents(t,e){let r=null;const i=[];for(const n of t){const t=u(l(n)/l(e));if(r==t)return null;r=t,i.push(t)}return i}doFormat(t,e){var r,i;if(0==t.length)return[];const n=null!==(i=null===(r=this.ticker)||void 0===r?void 0:r.base)&&void 0!==i?i:10,o=this._exponents(t,n);return null==o?this.basic_formatter.doFormat(t,e):o.map((t=>a.unicode_replace(`${n}^${t}`)))}}r.LogTickFormatter=_,_.__name__=\"LogTickFormatter\",_.init_LogTickFormatter()},\n", " function _(t,o,e,i,s){i();const n=t(178),r=t(9);class c extends n.AdaptiveTicker{constructor(t){super(t)}static init_LogTicker(){this.override({mantissas:[1,5]})}get_ticks_no_defaults(t,o,e,i){const s=this.num_minor_ticks,n=[],c=this.base,a=Math.log(t)/Math.log(c),f=Math.log(o)/Math.log(c),l=f-a;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,i),c=Math.floor(t/e),a=Math.ceil(o/e);if(h=r.range(c,a+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),s>0&&h.length>0){const t=e/s,o=r.range(0,s).map((o=>o*t));for(const t of o.slice(1))n.push(h[0]-t);for(const t of h)for(const e of o)n.push(t+e)}}else{const t=Math.ceil(.999999*a),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=r.range(t-1,o+1,e).map((t=>c**t)),s>0&&h.length>0){const t=c**e/s,o=r.range(1,s+1).map((o=>o*t));for(const t of o)n.push(h[0]/t);n.push(h[0]);for(const t of h)for(const e of o)n.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:n.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,c.__name__=\"LogTicker\",c.init_LogTicker()},\n", " function _(e,t,i,r,s){r();const a=e(163),o=e(175),c=e(196),n=e(197);class _ extends a.AxisView{}i.MercatorAxisView=_,_.__name__=\"MercatorAxisView\";class x extends o.LinearAxis{constructor(e){super(e)}static init_MercatorAxis(){this.prototype.default_view=_,this.override({ticker:()=>new n.MercatorTicker({dimension:\"lat\"}),formatter:()=>new c.MercatorTickFormatter({dimension:\"lat\"})})}}i.MercatorAxis=x,x.__name__=\"MercatorAxis\",x.init_MercatorAxis()},\n", " function _(r,t,e,o,n){o();const i=r(176),c=r(20),a=r(65);class s extends i.BasicTickFormatter{constructor(r){super(r)}static init_MercatorTickFormatter(){this.define((({Nullable:r})=>({dimension:[r(c.LatLon),null]})))}doFormat(r,t){if(null==this.dimension)throw new Error(\"MercatorTickFormatter.dimension not configured\");if(0==r.length)return[];const e=r.length,o=new Array(e);if(\"lon\"==this.dimension)for(let n=0;n({dimension:[t(e.LatLon),null]})))}get_ticks_no_defaults(t,o,n,r){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=c.clip_mercator(t,o,this.dimension),\"lon\"==this.dimension?this._get_ticks_lon(t,o,n,r):this._get_ticks_lat(t,o,n,r)}_get_ticks_lon(t,o,n,r){const[s]=c.wgs84_mercator.invert(t,n),[i,e]=c.wgs84_mercator.invert(o,n),_=super.get_ticks_no_defaults(s,i,n,r),a=[];for(const t of _.major)if(c.in_bounds(t,\"lon\")){const[o]=c.wgs84_mercator.compute(t,e);a.push(o)}const m=[];for(const t of _.minor)if(c.in_bounds(t,\"lon\")){const[o]=c.wgs84_mercator.compute(t,e);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,r){const[,s]=c.wgs84_mercator.invert(n,t),[i,e]=c.wgs84_mercator.invert(n,o),_=super.get_ticks_no_defaults(s,e,n,r),a=[];for(const t of _.major)if(c.in_bounds(t,\"lat\")){const[,o]=c.wgs84_mercator.compute(i,t);a.push(o)}const m=[];for(const t of _.minor)if(c.in_bounds(t,\"lat\")){const[,o]=c.wgs84_mercator.compute(i,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=_,_.__name__=\"MercatorTicker\",_.init_MercatorTicker()},\n", " function _(e,i,r,c,k){c(),k(\"AdaptiveTicker\",e(178).AdaptiveTicker),k(\"BasicTicker\",e(177).BasicTicker),k(\"CategoricalTicker\",e(171).CategoricalTicker),k(\"CompositeTicker\",e(186).CompositeTicker),k(\"ContinuousTicker\",e(179).ContinuousTicker),k(\"DatetimeTicker\",e(185).DatetimeTicker),k(\"DaysTicker\",e(187).DaysTicker),k(\"FixedTicker\",e(199).FixedTicker),k(\"LogTicker\",e(194).LogTicker),k(\"MercatorTicker\",e(197).MercatorTicker),k(\"MonthsTicker\",e(190).MonthsTicker),k(\"SingleIntervalTicker\",e(188).SingleIntervalTicker),k(\"Ticker\",e(165).Ticker),k(\"YearsTicker\",e(191).YearsTicker),k(\"BinnedTicker\",e(200).BinnedTicker)},\n", " function _(i,t,e,r,n){r();const s=i(179);class _ extends s.ContinuousTicker{constructor(i){super(i)}static init_FixedTicker(){this.define((({Number:i,Array:t})=>({ticks:[t(i),[]],minor_ticks:[t(i),[]]})))}get_ticks_no_defaults(i,t,e,r){return{major:this.ticks,minor:this.minor_ticks}}get_interval(i,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=_,_.__name__=\"FixedTicker\",_.init_FixedTicker()},\n", " function _(e,n,t,i,r){i();const c=e(165),o=e(201),s=e(12);class a extends c.Ticker{constructor(e){super(e)}static init_BinnedTicker(){this.define((({Number:e,Ref:n,Or:t,Auto:i})=>({mapper:[n(o.ScanningColorMapper)],num_major_ticks:[t(e,i),8]})))}get_ticks(e,n,t,i){const{binning:r}=this.mapper.metrics,c=Math.max(0,s.left_edge_index(e,r)),o=Math.min(s.left_edge_index(n,r)+1,r.length-1),a=[];for(let e=c;e<=o;e++)a.push(r[e]);const{num_major_ticks:_}=this,m=[],h=\"auto\"==_?a.length:_,l=Math.max(1,Math.floor(a.length/h));for(let e=0;eo.binning[o.binning.length-1])return r;return e[a.left_edge_index(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__=\"ScanningColorMapper\"},\n", " function _(t,o,e,n,s){n();const l=t(203),i=t(61),c=t(9),a=t(8);class r extends l.ColorMapper{constructor(t){super(t),this._scan_data=null}static init_ContinuousColorMapper(){this.define((({Number:t,String:o,Ref:e,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(e(i.GlyphRenderer),s(o,c(o)))),[]]})))}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:o}=this,e=[...this._collect(t)];this._scan_data=this.scan(e,o.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[o,e]of t)for(const t of a.isArray(e)?e:[e]){let e=o.data_source.get_column(t);e=o.view.indices.select(e);const n=o.view.masked,s=o.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=c.intersection([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(e=c.map(l,(t=>e[t]))),e.length>0&&!a.isNumber(e[0]))for(const t of e)yield*t;else yield*e}}_v_compute(t,o,e,n){const{nan_color:s}=n;let{low_color:l,high_color:i}=n;null==l&&(l=e[0]),null==i&&(i=e[e.length-1]);const{domain:a}=this,r=c.is_empty(a)?t:[...this._collect(a)];this._scan_data=this.scan(r,e.length),this.metrics_change.emit();for(let n=0,c=t.length;n({palette:[r(t)],nan_color:[t,\"gray\"]})))}v_compute(t){const r=new Array(t.length);return this._v_compute(t,r,this.palette,this._colors((t=>t))),r}get rgba_mapper(){const t=this,r=p(this.palette),e=this._colors(s);return{v_compute(n){const o=new c.ColorArray(n.length);return t._v_compute(n,o,r,e),new Uint8ClampedArray(l.to_big_endian(o).buffer)}}}_colors(t){return{nan_color:t(this.nan_color)}}}e.ColorMapper=u,u.__name__=\"ColorMapper\",u.init_ColorMapper()},\n", " function _(r,e,n,s,o){s();const p=r(149);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error(\"mapping single values is not supported\")}}n.Mapper=t,t.__name__=\"Mapper\"},\n", " function _(t,r,a,e,c){e(),c(\"BasicTickFormatter\",t(176).BasicTickFormatter),c(\"CategoricalTickFormatter\",t(172).CategoricalTickFormatter),c(\"DatetimeTickFormatter\",t(180).DatetimeTickFormatter),c(\"FuncTickFormatter\",t(206).FuncTickFormatter),c(\"LogTickFormatter\",t(193).LogTickFormatter),c(\"MercatorTickFormatter\",t(196).MercatorTickFormatter),c(\"NumeralTickFormatter\",t(207).NumeralTickFormatter),c(\"PrintfTickFormatter\",t(208).PrintfTickFormatter),c(\"TickFormatter\",t(166).TickFormatter)},\n", " function _(t,n,e,s,i){s();const r=t(166),c=t(13),a=t(34);class u extends r.TickFormatter{constructor(t){super(t)}static init_FuncTickFormatter(){this.define((({Unknown:t,String:n,Dict:e})=>({args:[e(t),{}],code:[n,\"\"]})))}get names(){return c.keys(this.args)}get values(){return c.values(this.args)}_make_func(){const t=a.use_strict(this.code);return new Function(\"tick\",\"index\",\"ticks\",...this.names,t)}doFormat(t,n){const e=this._make_func().bind({});return t.map(((t,n,s)=>`${e(t,n,s,...this.values)}`))}}e.FuncTickFormatter=u,u.__name__=\"FuncTickFormatter\",u.init_FuncTickFormatter()},\n", " function _(r,t,n,e,a){e();const o=r(1).__importStar(r(183)),i=r(166),u=r(20);class c extends i.TickFormatter{constructor(r){super(r)}static init_NumeralTickFormatter(){this.define((({String:r})=>({format:[r,\"0,0\"],language:[r,\"en\"],rounding:[u.RoundingFunction,\"round\"]})))}get _rounding_fn(){switch(this.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}}doFormat(r,t){const{format:n,language:e,_rounding_fn:a}=this;return r.map((r=>o.format(r,n,e,a)))}}n.NumeralTickFormatter=c,c.__name__=\"NumeralTickFormatter\",c.init_NumeralTickFormatter()},\n", " function _(t,r,i,n,o){n();const a=t(166),e=t(182);class c extends a.TickFormatter{constructor(t){super(t)}static init_PrintfTickFormatter(){this.define((({String:t})=>({format:[t,\"%s\"]})))}doFormat(t,r){return t.map((t=>e.sprintf(this.format,t)))}}i.PrintfTickFormatter=c,c.__name__=\"PrintfTickFormatter\",c.init_PrintfTickFormatter()},\n", " function _(r,o,a,p,e){p(),e(\"CategoricalColorMapper\",r(210).CategoricalColorMapper),e(\"CategoricalMarkerMapper\",r(212).CategoricalMarkerMapper),e(\"CategoricalPatternMapper\",r(213).CategoricalPatternMapper),e(\"ContinuousColorMapper\",r(202).ContinuousColorMapper),e(\"ColorMapper\",r(203).ColorMapper),e(\"LinearColorMapper\",r(214).LinearColorMapper),e(\"LogColorMapper\",r(215).LogColorMapper),e(\"ScanningColorMapper\",r(201).ScanningColorMapper),e(\"EqHistColorMapper\",r(216).EqHistColorMapper)},\n", " function _(t,o,a,r,e){r();const c=t(211),l=t(203),i=t(104);class s extends l.ColorMapper{constructor(t){super(t)}static init_CategoricalColorMapper(){this.define((({Number:t,Nullable:o})=>({factors:[i.FactorSeq],start:[t,0],end:[o(t),null]})))}_v_compute(t,o,a,{nan_color:r}){c.cat_v_compute(t,this.factors,a,o,this.start,this.end,r)}}a.CategoricalColorMapper=s,s.__name__=\"CategoricalColorMapper\",s.init_CategoricalColorMapper()},\n", " function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;ef(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},\n", " function _(r,e,a,t,s){t();const c=r(211),i=r(104),l=r(204),n=r(20);class p extends l.Mapper{constructor(r){super(r)}static init_CategoricalMarkerMapper(){this.define((({Number:r,Array:e,Nullable:a})=>({factors:[i.FactorSeq],markers:[e(n.MarkerType)],start:[r,0],end:[a(r),null],default_value:[n.MarkerType,\"circle\"]})))}v_compute(r){const e=new Array(r.length);return c.cat_v_compute(r,this.factors,this.markers,e,this.start,this.end,this.default_value),e}}a.CategoricalMarkerMapper=p,p.__name__=\"CategoricalMarkerMapper\",p.init_CategoricalMarkerMapper()},\n", " function _(t,a,e,r,n){r();const s=t(211),c=t(104),i=t(204),p=t(20);class l extends i.Mapper{constructor(t){super(t)}static init_CategoricalPatternMapper(){this.define((({Number:t,Array:a,Nullable:e})=>({factors:[c.FactorSeq],patterns:[a(p.HatchPatternType)],start:[t,0],end:[e(t),null],default_value:[p.HatchPatternType,\" \"]})))}v_compute(t){const a=new Array(t.length);return s.cat_v_compute(t,this.factors,this.patterns,a,this.start,this.end,this.default_value),a}}e.CategoricalPatternMapper=l,l.__name__=\"CategoricalPatternMapper\",l.init_CategoricalPatternMapper()},\n", " function _(n,r,o,t,a){t();const e=n(202),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:i.min(n),t=null!=this.high?this.high:i.max(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__=\"LinearColorMapper\"},\n", " function _(o,t,n,r,l){r();const a=o(202),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:s.min(o),r=null!=this.high?this.high:s.max(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(oa&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__=\"LogColorMapper\"},\n", " function _(n,t,i,e,o){e();const s=n(201),r=n(12),a=n(9),l=n(19);class c extends s.ScanningColorMapper{constructor(n){super(n)}static init_EqHistColorMapper(){this.define((({Int:n})=>({bins:[n,65536]})))}scan(n,t){const i=null!=this.low?this.low:r.min(n),e=null!=this.high?this.high:r.max(n),o=this.bins,s=a.linspace(i,e,o+1),c=r.bin_counts(n,s),h=new Array(o);for(let n=0,t=s.length;nn/g));let m=t-1,M=[],_=0,f=2*t;for(;m!=t&&_<4&&0!=m;){const n=f/m;if(n>1e3)break;f=Math.round(Math.max(t*n,t));const i=a.range(0,f),e=r.map(u,(n=>n*(f-1)));M=r.interpolate(i,e,h);m=a.uniq(M).length-1,_++}if(0==m){M=[i,e];for(let n=0;ne*n+t}compute(e){return this._linear_compute(e)}v_compute(e){return this._linear_v_compute(e)}invert(e){return this._linear_invert(e)}v_invert(e){return this._linear_v_invert(e)}}n.LinearScale=u,u.__name__=\"LinearScale\"},\n", " function _(n,t,e,r,i){r();const a=n(146),o=n(12);class c extends a.Scale{constructor(n){super(n)}static init_LinearInterpolationScale(){this.internal((({Arrayable:n})=>({binning:[n]})))}get s_compute(){throw new Error(\"not implemented\")}compute(n){return n}v_compute(n){const{binning:t}=this,{start:e,end:r}=this.source_range,i=e,a=r,c=t.length,l=(r-e)/(c-1),s=new Float64Array(c);for(let n=0;n{if(na)return a;const e=o.left_edge_index(n,t);if(-1==e)return i;if(e>=c-1)return a;const r=t[e],l=(n-r)/(t[e+1]-r),u=s[e];return u+l*(s[e+1]-u)}));return this._linear_v_compute(u)}invert(n){return n}v_invert(n){return new Float64Array(n)}}e.LinearInterpolationScale=c,c.__name__=\"LinearInterpolationScale\",c.init_LinearInterpolationScale()},\n", " function _(a,n,e,g,R){g(),R(\"DataRange\",a(160).DataRange),R(\"DataRange1d\",a(159).DataRange1d),R(\"FactorRange\",a(104).FactorRange),R(\"Range\",a(105).Range),R(\"Range1d\",a(156).Range1d)},\n", " function _(a,o,i,t,e){t();var n=a(141);e(\"Sizeable\",n.Sizeable),e(\"SizingPolicy\",n.SizingPolicy);var c=a(142);e(\"Layoutable\",c.Layoutable),e(\"LayoutItem\",c.LayoutItem);var r=a(222);e(\"HStack\",r.HStack),e(\"VStack\",r.VStack);var l=a(223);e(\"Grid\",l.Grid),e(\"Row\",l.Row),e(\"Column\",l.Column);var S=a(224);e(\"ContentBox\",S.ContentBox),e(\"VariadicBox\",S.VariadicBox)},\n", " function _(t,e,h,i,r){i();const n=t(142),o=t(99);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__=\"Stack\";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__=\"HStack\";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__=\"VStack\";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return\"fixed\"==e&&null!=h?h:n;switch(e){case\"fixed\":return null!=h?h:n;case\"min\":return n;case\"fit\":return null!=h?i(t.width,h):t.width;case\"max\":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return\"fixed\"==h&&null!=e?e:o;switch(h){case\"fixed\":return null!=e?e:o;case\"min\":return o;case\"fit\":return null!=e?i(t.height,e):t.height;case\"max\":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case\"start_start\":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case\"start_center\":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case\"start_end\":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case\"center_start\":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case\"center_center\":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case\"center_end\":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case\"end_start\":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case\"end_center\":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case\"end_end\":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__=\"NodeLayout\"},\n", " function _(t,i,s,e,o){e();const n=t(141),l=t(142),r=t(8),h=t(99),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__=\"DefaultMap\";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__=\"Container\";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows=\"auto\",this.cols=\"auto\",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if(\"fixed\"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return c.some(t,(t=>\"max\"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if(\"fixed\"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return c.some(t,(t=>\"max\"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s{var t;const i=r.isPlainObject(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows[\"*\"]:this.rows;return null==i?{policy:\"auto\"}:r.isNumber(i)?{policy:\"fixed\",height:i}:r.isString(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:\"auto\";if(\"fixed\"==e.policy)h[s]={policy:\"fixed\",height:e.height,align:n};else if(\"min\"==e.policy)h[s]={policy:\"min\",align:n};else if(\"fit\"==e.policy||\"max\"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if(\"auto\"!=e.policy)throw new Error(\"unrechable\");c.some(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:\"max\",flex:1,align:n}:h[s]={policy:\"min\",align:n}}}const a=new Array(l);for(let t=0;t{var i;const s=r.isPlainObject(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols[\"*\"]:this.cols;return null==s?{policy:\"auto\"}:r.isNumber(s)?{policy:\"fixed\",width:s}:r.isString(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:\"auto\";if(\"fixed\"==i.policy)a[t]={policy:\"fixed\",width:i.width,align:n};else if(\"min\"==i.policy)a[t]={policy:\"min\",align:n};else if(\"fit\"==i.policy||\"max\"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if(\"auto\"!=i.policy)throw new Error(\"unrechable\");c.some(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:\"max\",flex:1,align:n}:a[t]={policy:\"min\",align:n}}}const[g,p]=r.isNumber(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:c.sum(t)+(s-1)*o,width:c.sum(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];\"fixed\"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];\"fixed\"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:\"fixed\"==n.policy?n.width:1/0,height:\"fixed\"==s.policy?s.height:1/0}}));let h;h=\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t0)for(let t=0;ti?i:e,t--}}}c=\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t0)for(let t=0;ts?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&\"auto\"!=_[i].align?_[i].align:a.halign,y=t==s&&\"auto\"!=f[t].align?f[t].align:a.valign;let x=_[i].left;\"start\"==m?x+=a.margin.left:\"center\"==m?x+=g((u-p)/2):\"end\"==m&&(x+=u-a.margin.right-p);let b=f[t].top;\"start\"==y?b+=a.margin.top:\"center\"==y?b+=g((w-d)/2):\"end\"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__=\"Grid\";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows=\"fit\"}}s.Row=d,d.__name__=\"Row\";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols=\"fit\"}}s.Column=u,u.__name__=\"Column\"},\n", " function _(e,t,s,n,i){n();const a=e(142),c=e(141),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=o.unsized(e,(()=>new c.Sizeable(o.size(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__=\"ContentBox\";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return o.sized(this.el,t,(()=>{const e=new c.Sizeable(o.content_size(this.el)),{border:t,padding:s}=o.extents(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__=\"VariadicBox\";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__=\"CachedVariadicBox\"},\n", " function _(t,e,i,h,o){h();const s=t(141),r=t(142),n=t(99);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:\"fixed\"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:\"fixed\"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return\"fixed\"!=t&&\"fixed\"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__=\"BorderLayout\"},\n", " function _(t,e,i,s,n){s();const o=t(1),l=t(139),a=t(10),_=t(143),d=t(20),h=o.__importStar(t(48));class r extends l.TextAnnotationView{_get_size(){const{ctx:t}=this.layer;this.visuals.text.set_value(t);const{width:e}=t.measureText(this.model.text),{height:i}=_.font_metrics(t.font);return{width:e,height:i}}_render(){const{angle:t,angle_units:e}=this.model,i=a.resolve_angle(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,n=this.coordinates.x_scale,o=this.coordinates.y_scale;let l=\"data\"==this.model.x_units?n.compute(this.model.x):s.bbox.xview.compute(this.model.x),_=\"data\"==this.model.y_units?o.compute(this.model.y):s.bbox.yview.compute(this.model.y);l+=this.model.x_offset,_-=this.model.y_offset;(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,l,_,i)}}i.LabelView=r,r.__name__=\"LabelView\";class c extends l.TextAnnotation{constructor(t){super(t)}static init_Label(){this.prototype.default_view=r,this.mixins([h.Text,[\"border_\",h.Line],[\"background_\",h.Fill]]),this.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,\"data\"],y:[t],y_units:[d.SpatialUnits,\"data\"],text:[e,\"\"],angle:[i,0],angle_units:[d.AngleUnits,\"rad\"],x_offset:[t,0],y_offset:[t,0]}))),this.override({background_fill_color:null,border_line_color:null})}}i.Label=c,c.__name__=\"Label\",c.init_Label()},\n", " function _(t,e,s,i,o){i();const l=t(1),n=t(139),a=t(56),r=t(130),_=l.__importStar(t(48)),c=t(20),h=t(43),d=l.__importStar(t(18)),u=t(143);class x extends n.TextAnnotationView{set_data(t){a.DataAnnotationView.prototype.set_data.call(this,t)}initialize(){if(super.initialize(),this.set_data(this.model.source),\"css\"==this.model.render_mode)for(let t=0,e=this.text.length;t{this.set_data(this.model.source),\"css\"==this.model.render_mode?this.render():this.request_render()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_calculate_text_dimensions(t,e){const{width:s}=t.measureText(e),{height:i}=u.font_metrics(this.visuals.text.font_value(0));return[s,i]}_map_data(){const t=this.coordinates.x_scale,e=this.coordinates.y_scale,s=null!=this.layout?this.layout:this.plot_view.frame;return[\"data\"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),\"data\"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)]}_render(){const t=\"canvas\"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer,[s,i]=this._map_data();for(let o=0,l=this.text.length;o({x:[d.XCoordinateSpec,{field:\"x\"}],y:[d.YCoordinateSpec,{field:\"y\"}],x_units:[c.SpatialUnits,\"data\"],y_units:[c.SpatialUnits,\"data\"],text:[d.StringSpec,{field:\"text\"}],angle:[d.AngleSpec,0],x_offset:[d.NumberSpec,{value:0}],y_offset:[d.NumberSpec,{value:0}],source:[t(r.ColumnDataSource),()=>new r.ColumnDataSource]}))),this.override({background_fill_color:null,border_line_color:null})}}s.LabelSet=v,v.__name__=\"LabelSet\",v.init_LabelSet()},\n", " function _(t,e,i,s,l){s();const n=t(1),h=t(40),o=t(229),a=t(20),_=n.__importStar(t(48)),r=t(15),d=t(140),c=t(143),g=t(99),m=t(9),b=t(8),f=t(11);class u extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new d.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return\"none\"==this.model.click_policy?null:\"pointer\"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:s,label_width:l}=this.model;this.max_label_height=m.max([c.font_metrics(this.visuals.label_text.font_value()).height,s,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,m.max([n.measureText(e).width,l]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?c.font_metrics(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const h=Math.max(m.max([...this.text_widths.values()]),0),o=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,u;if(\"vertical\"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,u=m.max([h+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=m.max([t,l])+i+r;u=m.max([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if(b.isString(v))switch(v){case\"top_left\":y=p.start+o,k=w.start+o;break;case\"top\":case\"top_center\":y=(p.end+p.start)/2-u/2,k=w.start+o;break;case\"top_right\":y=p.end-o-u,k=w.start+o;break;case\"bottom_right\":y=p.end-o-u,k=w.end-o-d;break;case\"bottom\":case\"bottom_center\":y=(p.end+p.start)/2-u/2,k=w.end-o-d;break;case\"bottom_left\":y=p.start+o,k=w.end-o-d;break;case\"left\":case\"center_left\":y=p.start+o,k=(w.end+w.start)/2-d/2;break;case\"center\":case\"center_center\":y=(p.end+p.start)/2-u/2,k=(w.end+w.start)/2-d/2;break;case\"right\":case\"center_right\":y=p.end-o-u,k=(w.end+w.start)/2-d/2}else if(b.isArray(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else f.unreachable();return new g.BBox({left:y,top:k,width:u,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:s}=this.model,{legend_padding:l}=this,n=this.model.spacing,{label_standoff:h}=this.model;let o=i=l;const a=this.compute_legend_bbox(),_=\"vertical\"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+o,m=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*l,this.max_label_height]:[this.text_widths.get(c)+s+h,this.max_label_height];if(new g.BBox({left:d,top:m,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case\"hide\":for(const t of r.renderers)t.visible=!t.visible;break;case\"mute\":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:o+=this.text_widths.get(c)+s+h+n}}return!1}_render(){if(0==this.model.items.length)return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.set_value(t),t.fill(),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke())}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:s}=this.model,{legend_padding:l}=this,n=this.model.spacing,{label_standoff:h}=this.model;let o=l,a=l;const _=\"vertical\"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case\"none\":return!0;case\"hide\":return m.every(r.renderers,(t=>t.visible));case\"mute\":return m.every(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+o,b=e.y+a+this.title_height,f=d+i,u=b+s;_?a+=this.max_label_height+n:o+=this.text_widths.get(m)+i+h+n,this.visuals.label_text.set_value(t),t.fillText(m,f+h,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let s,n;[s,n]=_?[e.width-2*l,this.max_label_height]:[this.text_widths.get(m)+i+h,this.max_label_height],t.beginPath(),t.rect(d,b,s,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=u,u.__name__=\"LegendView\";class x extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new r.Signal0(this,\"item_change\")}static init_Legend(){this.prototype.default_view=u,this.mixins([[\"label_\",_.Text],[\"title_\",_.Text],[\"inactive_\",_.Fill],[\"border_\",_.Line],[\"background_\",_.Fill]]),this.define((({Number:t,String:e,Array:i,Tuple:s,Or:l,Ref:n,Nullable:h})=>({orientation:[a.Orientation,\"vertical\"],location:[l(a.LegendLocation,s(t,t)),\"top_right\"],title:[h(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(o.LegendItem)),[]],click_policy:[a.LegendClickPolicy,\"none\"]}))),this.override({border_line_color:\"#e5e5e5\",border_line_alpha:.5,border_line_width:1,background_fill_color:\"#ffffff\",background_fill_alpha:.95,inactive_fill_color:\"white\",inactive_fill_alpha:.7,label_text_font_size:\"13px\",label_text_baseline:\"middle\",title_text_font_size:\"13px\",title_text_font_style:\"italic\"})}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=x,x.__name__=\"Legend\",x.init_Legend()},\n", " function _(e,r,n,l,t){l();const i=e(1),s=e(53),o=e(61),_=e(57),a=e(230),u=i.__importStar(e(18)),d=e(19),c=e(9);class f extends s.Model{constructor(e){super(e)}static init_LegendItem(){this.define((({Int:e,Array:r,Ref:n,Nullable:l})=>({label:[u.NullStringSpec,null],renderers:[r(n(o.GlyphRenderer)),[]],index:[l(e),null]})))}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!c.includes(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||d.logger.error(\"Non matching data sources on legend item renderers\");this._check_field_label_on_data_source()||d.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return a.isField(e)?e.field:null}get_labels_list_from_label_prop(){if(a.isValue(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return[\"No source found\"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const n=r.get_column(e);return null!=n?c.uniq(Array.from(n)):[\"Invalid field\"]}}return[]}}n.LegendItem=f,f.__name__=\"LegendItem\",f.init_LegendItem()},\n", " function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return c.isPlainObject(i)&&\"value\"in i},e.isField=function(i){return c.isPlainObject(i)&&\"field\"in i},e.isExpr=function(i){return c.isPlainObject(i)&&\"expr\"in i}},\n", " function _(t,i,s,n,e){n();const o=t(1),l=t(40),a=o.__importStar(t(48)),c=t(20);class h extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:i}=this.model;if(t.length!=i.length)return;const s=t.length;if(s<3)return;const{frame:n}=this.plot_view,{ctx:e}=this.layer,o=this.coordinates.x_scale,l=this.coordinates.y_scale,{screen:a}=this.model;function c(t,i,s,n){return a?t:\"data\"==i?s.v_compute(t):n.v_compute(t)}const h=c(t,this.model.xs_units,o,n.bbox.xview),r=c(i,this.model.ys_units,l,n.bbox.yview);e.beginPath();for(let t=0;t({xs:[i(t),[]],xs_units:[c.SpatialUnits,\"data\"],ys:[i(t),[]],ys_units:[c.SpatialUnits,\"data\"]}))),this.internal((({Boolean:t})=>({screen:[t,!1]}))),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})}update({xs:t,ys:i}){this.setv({xs:t,ys:i,screen:!0},{check_eq:!1})}}s.PolyAnnotation=r,r.__name__=\"PolyAnnotation\",r.init_PolyAnnotation()},\n", " function _(e,t,i,n,o){n();const s=e(1),l=e(40),r=s.__importStar(e(48));class c extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:i}=this.plot_view,n=this.coordinates.x_scale,o=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=o.compute(t),l=s,r=i.bbox.left,c=r+i.bbox.width;else{s=i.bbox.top,l=s+i.bbox.height;const a=(o.invert(s)-t)/e,_=(o.invert(l)-t)/e;r=n.compute(a),c=n.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}i.SlopeView=c,c.__name__=\"SlopeView\";class a extends l.Annotation{constructor(e){super(e)}static init_Slope(){this.prototype.default_view=c,this.mixins(r.Line),this.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),this.override({line_color:\"black\"})}}i.Slope=a,a.__name__=\"Slope\",a.init_Slope()},\n", " function _(e,i,t,n,o){n();const s=e(1),a=e(40),l=s.__importStar(e(48)),h=e(20);class c extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:i}=this.plot_view,t=this.coordinates.x_scale,n=this.coordinates.y_scale,o=(i,t)=>\"data\"==this.model.location_units?i.compute(e):this.model.for_hover?e:t.compute(e);let s,a,l,h;\"width\"==this.model.dimension?(l=o(n,i.bbox.yview),a=i.bbox.left,h=i.bbox.width,s=this.model.line_width):(l=i.bbox.top,a=o(t,i.bbox.xview),h=this.model.line_width,s=i.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(a,l),\"width\"==this.model.dimension?c.lineTo(a+h,l):c.lineTo(a,l+s),c.stroke(),c.restore()}}t.SpanView=c,c.__name__=\"SpanView\";class d extends a.Annotation{constructor(e){super(e)}static init_Span(){this.prototype.default_view=c,this.mixins(l.Line),this.define((({Number:e,Nullable:i})=>({render_mode:[h.RenderMode,\"canvas\"],location:[i(e),null],location_units:[h.SpatialUnits,\"data\"],dimension:[h.Dimension,\"width\"]}))),this.internal((({Boolean:e})=>({for_hover:[e,!1]}))),this.override({line_color:\"black\"})}}t.Span=d,d.__name__=\"Span\",d.init_Span()},\n", " function _(i,e,t,o,l){o();const s=i(40),a=i(235),n=i(122),r=i(43),_=i(140),h=i(99);class b extends s.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new h.BBox}update_layout(){this.layout=new _.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=r.div(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await n.build_view(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),r.remove(this.el),super.remove()}render(){this.model.visible||r.undisplay(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||(r.position(this.el,i),this._previous_bbox=i),this._invalidate_toolbar&&(this.el.style.position=\"absolute\",this.el.style.overflow=\"hidden\",this._toolbar_view.render(),r.empty(this.el),this.el.appendChild(this._toolbar_view.el),this._invalidate_toolbar=!1),r.display(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0),height:30}}}t.ToolbarPanelView=b,b.__name__=\"ToolbarPanelView\";class d extends s.Annotation{constructor(i){super(i)}static init_ToolbarPanel(){this.prototype.default_view=b,this.define((({Ref:i})=>({toolbar:[i(a.Toolbar)]})))}}t.ToolbarPanel=d,d.__name__=\"ToolbarPanel\",d.init_ToolbarPanel()},\n", " function _(t,s,e,i,o){i();const c=t(8),n=t(9),a=t(13),l=t(236),r=t(237),_=t(247),p=t(248);e.Drag=l.Tool,e.Inspection=l.Tool,e.Scroll=l.Tool,e.Tap=l.Tool;const u=t=>{switch(t){case\"tap\":return\"active_tap\";case\"pan\":return\"active_drag\";case\"pinch\":case\"scroll\":return\"active_scroll\";case\"multi\":return\"active_multi\"}return null},h=t=>\"tap\"==t||\"pan\"==t;class v extends p.ToolbarBase{constructor(t){super(t)}static init_Toolbar(){this.prototype.default_view=p.ToolbarBaseView,this.define((({Or:t,Ref:s,Auto:i,Null:o,Nullable:c})=>({active_drag:[t(s(e.Drag),i,o),\"auto\"],active_inspect:[t(s(e.Inspection),i,o),\"auto\"],active_scroll:[t(s(e.Scroll),i,o),\"auto\"],active_tap:[t(s(e.Tap),i,o),\"auto\"],active_multi:[c(s(r.GestureTool)),null]})))}connect_signals(){super.connect_signals();const{tools:t,active_drag:s,active_inspect:e,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,s,e,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),\"auto\"==this.active_inspect);else if(this.active_inspect instanceof _.InspectTool){let t=!1;for(const s of this.inspectors)s!=this.active_inspect?s.active=!1:t=!0;t||(this.active_inspect=null)}else if(c.isArray(this.active_inspect)){const t=n.intersection(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)n.includes(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of a.values(this.gestures)){t.tools=n.sort_by(t.tools,(t=>t.default_order));for(const s of t.tools)this.connect(s.properties.active.change,(()=>this._active_change(s)))}for(const[s,e]of a.entries(this.gestures)){const i=u(s);if(i){const o=this[i];\"auto\"==o?0!=e.tools.length&&h(s)&&t(e.tools[0]):null!=o&&(n.includes(this.tools,o)?t(o):this[i]=null)}}}}e.Toolbar=v,v.__name__=\"Toolbar\",v.init_Toolbar()},\n", " function _(t,e,n,i,o){i();const s=t(42),a=t(9),r=t(53);class l extends s.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=l,l.__name__=\"ToolView\";class _ extends r.Model{constructor(t){super(t)}static init_Tool(){this.prototype._known_aliases=new Map,this.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),this.internal((({Boolean:t})=>({active:[t,!1]})))}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,i],o,s){const r=o.bbox.h_range;let l;\"width\"==s||\"both\"==s?(l=[a.min([t,n]),a.max([t,n])],l=[a.max([l[0],r.start]),a.min([l[1],r.end])]):l=[r.start,r.end];const _=o.bbox.v_range;let c;return\"height\"==s||\"both\"==s?(c=[a.min([e,i]),a.max([e,i])],c=[a.max([c[0],_.start]),a.min([c[1],_.end])]):c=[_.start,_.end],[l,c]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(\", \")}`)}}}n.Tool=_,_.__name__=\"Tool\",_.init_Tool()},\n", " function _(e,o,t,s,n){s();const u=e(238),_=e(246);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__=\"GestureToolView\";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__=\"GestureTool\"},\n", " function _(t,e,o,i,s){i();const n=t(1),l=n.__importDefault(t(239)),r=t(240),a=t(236),u=t(43),h=t(34),_=t(8),c=t(9),d=n.__importStar(t(241)),m=d,p=n.__importDefault(t(242)),g=n.__importDefault(t(243)),v=t(244);class f extends r.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o=\"left\"==e||\"above\"==e,i=this.parent.model.horizontal?\"vertical\":\"horizontal\";this._menu=new v.ContextMenu(o?c.reversed(t):t,{orientation:i,prevent_hide:t=>t.target==this.el})}this._hammer=new l.default(this.el,{touchAction:\"auto\",inputClass:l.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on(\"tap\",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on(\"press\",(()=>this._pressed()))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),d.default,p.default,g.default]}css_classes(){return super.css_classes().concat(m.toolbar_button)}render(){u.empty(this.el);const t=this.model.computed_icon;_.isString(t)&&(h.startsWith(t,\"data:image\")?this.el.style.backgroundImage=\"url('\"+t+\"')\":this.el.classList.add(t)),this.el.title=this.model.tooltip,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const{left:e,top:o,right:i,bottom:s}=this.el.getBoundingClientRect(),n=(()=>{switch(this.parent.model.toolbar_location){case\"right\":return{right:e,top:o};case\"left\":return{left:i,top:o};case\"above\":return{left:e,top:s};case\"below\":return{left:e,bottom:o}}})();null===(t=this._menu)||void 0===t||t.toggle(n)}}o.ButtonToolButtonView=f,f.__name__=\"ButtonToolButtonView\";class b extends a.ToolView{}o.ButtonToolView=b,b.__name__=\"ButtonToolView\";class B extends a.Tool{constructor(t){super(t)}static init_ButtonTool(){this.internal((({Boolean:t})=>({disabled:[t,!1]})))}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:\"both\"==t?o:`${o} (${\"width\"==t?\"x\":\"y\"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=B,B.__name__=\"ButtonTool\",B.init_ButtonTool()},\n", " function _(t,e,i,n,r){\n", " /*! Hammer.JS - v2.0.7 - 2016-04-22\n", " * http://hammerjs.github.io/\n", " *\n", " * Copyright (c) 2016 Jorik Tangelder;\n", " * Licensed under the MIT license */\n", " !function(t,i,n,r){\"use strict\";var s,o=[\"\",\"webkit\",\"Moz\",\"MS\",\"ms\",\"o\"],a=i.createElement(\"div\"),h=Math.round,u=Math.abs,c=Date.now;function l(t,e,i){return setTimeout(T(t,i),e)}function p(t,e,i){return!!Array.isArray(t)&&(f(t,i[e],i),!0)}function f(t,e,i){var n;if(t)if(t.forEach)t.forEach(e,i);else if(t.length!==r)for(n=0;n\\s*\\(/gm,\"{anonymous}()@\"):\"Unknown Stack Trace\",s=t.console&&(t.console.warn||t.console.log);return s&&s.call(t.console,r,n),e.apply(this,arguments)}}s=\"function\"!=typeof Object.assign?function(t){if(t===r||null===t)throw new TypeError(\"Cannot convert undefined or null to object\");for(var e=Object(t),i=1;i-1}function S(t){return t.trim().split(/\\s+/g)}function b(t,e,i){if(t.indexOf&&!i)return t.indexOf(e);for(var n=0;ni[e]})):n.sort()),n}function x(t,e){for(var i,n,s=e[0].toUpperCase()+e.slice(1),a=0;a1&&!i.firstMultiple?i.firstMultiple=H(e):1===s&&(i.firstMultiple=!1);var o=i.firstInput,a=i.firstMultiple,h=a?a.center:o.center,l=e.center=L(n);e.timeStamp=c(),e.deltaTime=e.timeStamp-o.timeStamp,e.angle=G(h,l),e.distance=j(h,l),function(t,e){var i=e.center,n=t.offsetDelta||{},r=t.prevDelta||{},s=t.prevInput||{};1!==e.eventType&&4!==s.eventType||(r=t.prevDelta={x:s.deltaX||0,y:s.deltaY||0},n=t.offsetDelta={x:i.x,y:i.y});e.deltaX=r.x+(i.x-n.x),e.deltaY=r.y+(i.y-n.y)}(i,e),e.offsetDirection=V(e.deltaX,e.deltaY);var p=U(e.deltaTime,e.deltaX,e.deltaY);e.overallVelocityX=p.x,e.overallVelocityY=p.y,e.overallVelocity=u(p.x)>u(p.y)?p.x:p.y,e.scale=a?(f=a.pointers,v=n,j(v[0],v[1],W)/j(f[0],f[1],W)):1,e.rotation=a?function(t,e){return G(e[1],e[0],W)+G(t[1],t[0],W)}(a.pointers,n):0,e.maxPointers=i.prevInput?e.pointers.length>i.prevInput.maxPointers?e.pointers.length:i.prevInput.maxPointers:e.pointers.length,function(t,e){var i,n,s,o,a=t.lastInterval||e,h=e.timeStamp-a.timeStamp;if(8!=e.eventType&&(h>25||a.velocity===r)){var c=e.deltaX-a.deltaX,l=e.deltaY-a.deltaY,p=U(h,c,l);n=p.x,s=p.y,i=u(p.x)>u(p.y)?p.x:p.y,o=V(c,l),t.lastInterval=e}else i=a.velocity,n=a.velocityX,s=a.velocityY,o=a.direction;e.velocity=i,e.velocityX=n,e.velocityY=s,e.direction=o}(i,e);var f,v;var d=t.element;_(e.srcEvent.target,d)&&(d=e.srcEvent.target);e.target=d}(t,i),t.emit(\"hammer.input\",i),t.recognize(i),t.session.prevInput=i}function H(t){for(var e=[],i=0;i=u(e)?t<0?2:4:e<0?8:16}function j(t,e,i){i||(i=F);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return Math.sqrt(n*n+r*r)}function G(t,e,i){i||(i=F);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return 180*Math.atan2(r,n)/Math.PI}q.prototype={handler:function(){},init:function(){this.evEl&&I(this.element,this.evEl,this.domHandler),this.evTarget&&I(this.target,this.evTarget,this.domHandler),this.evWin&&I(O(this.element),this.evWin,this.domHandler)},destroy:function(){this.evEl&&A(this.element,this.evEl,this.domHandler),this.evTarget&&A(this.target,this.evTarget,this.domHandler),this.evWin&&A(O(this.element),this.evWin,this.domHandler)}};var Z={mousedown:1,mousemove:2,mouseup:4},B=\"mousedown\",$=\"mousemove mouseup\";function J(){this.evEl=B,this.evWin=$,this.pressed=!1,q.apply(this,arguments)}g(J,q,{handler:function(t){var e=Z[t.type];1&e&&0===t.button&&(this.pressed=!0),2&e&&1!==t.which&&(e=4),this.pressed&&(4&e&&(this.pressed=!1),this.callback(this.manager,e,{pointers:[t],changedPointers:[t],pointerType:X,srcEvent:t}))}});var K={pointerdown:1,pointermove:2,pointerup:4,pointercancel:8,pointerout:8},Q={2:N,3:\"pen\",4:X,5:\"kinect\"},tt=\"pointerdown\",et=\"pointermove pointerup pointercancel\";function it(){this.evEl=tt,this.evWin=et,q.apply(this,arguments),this.store=this.manager.session.pointerEvents=[]}t.MSPointerEvent&&!t.PointerEvent&&(tt=\"MSPointerDown\",et=\"MSPointerMove MSPointerUp MSPointerCancel\"),g(it,q,{handler:function(t){var e=this.store,i=!1,n=t.type.toLowerCase().replace(\"ms\",\"\"),r=K[n],s=Q[t.pointerType]||t.pointerType,o=s==N,a=b(e,t.pointerId,\"pointerId\");1&r&&(0===t.button||o)?a<0&&(e.push(t),a=e.length-1):12&r&&(i=!0),a<0||(e[a]=t,this.callback(this.manager,r,{pointers:e,changedPointers:[t],pointerType:s,srcEvent:t}),i&&e.splice(a,1))}});var nt={touchstart:1,touchmove:2,touchend:4,touchcancel:8},rt=\"touchstart\",st=\"touchstart touchmove touchend touchcancel\";function ot(){this.evTarget=rt,this.evWin=st,this.started=!1,q.apply(this,arguments)}function at(t,e){var i=P(t.touches),n=P(t.changedTouches);return 12&e&&(i=D(i.concat(n),\"identifier\",!0)),[i,n]}g(ot,q,{handler:function(t){var e=nt[t.type];if(1===e&&(this.started=!0),this.started){var i=at.call(this,t,e);12&e&&i[0].length-i[1].length==0&&(this.started=!1),this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:N,srcEvent:t})}}});var ht={touchstart:1,touchmove:2,touchend:4,touchcancel:8},ut=\"touchstart touchmove touchend touchcancel\";function ct(){this.evTarget=ut,this.targetIds={},q.apply(this,arguments)}function lt(t,e){var i=P(t.touches),n=this.targetIds;if(3&e&&1===i.length)return n[i[0].identifier]=!0,[i,i];var r,s,o=P(t.changedTouches),a=[],h=this.target;if(s=i.filter((function(t){return _(t.target,h)})),1===e)for(r=0;r-1&&n.splice(t,1)}),2500)}}function dt(t){for(var e=t.srcEvent.clientX,i=t.srcEvent.clientY,n=0;n-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;te.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:\"pinch\",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?\"in\":\"out\";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:\"press\",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distancee.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+\"up\",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:\"tap\",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}\"},\n", " function _(t,e,i,n,s){n();const o=t(1),l=t(43),h=t(245),d=o.__importStar(t(243));class r{constructor(t,e={}){this.items=t,this.options=e,this.el=l.div(),this._open=!1,this._item_click=t=>{var e;null===(e=this.items[t])||void 0===e||e.handler(),this.hide()},this._on_mousedown=t=>{var e,i;const{target:n}=t;n instanceof Node&&this.el.contains(n)||(null===(i=(e=this.options).prevent_hide)||void 0===i?void 0:i.call(e,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},l.undisplay(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){l.remove(this.el),this._unlisten()}_listen(){document.addEventListener(\"mousedown\",this._on_mousedown),document.addEventListener(\"keydown\",this._on_keydown),window.addEventListener(\"blur\",this._on_blur)}_unlisten(){document.removeEventListener(\"mousedown\",this._on_mousedown),document.removeEventListener(\"keydown\",this._on_keydown),window.removeEventListener(\"blur\",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=e.getBoundingClientRect();this.el.style.left=null!=t.left?t.left-i.left+\"px\":\"\",this.el.style.top=null!=t.top?t.top-i.top+\"px\":\"\",this.el.style.right=null!=t.right?i.right-t.right+\"px\":\"\",this.el.style.bottom=null!=t.bottom?i.bottom-t.bottom+\"px\":\"\"}}render(){var t,e;l.empty(this.el,!0);const i=null!==(t=this.options.orientation)&&void 0!==t?t:\"vertical\";l.classes(this.el).add(\"bk-context-menu\",`bk-${i}`);for(const[t,i]of h.enumerate(this.items)){let n;if(null==t)n=l.div({class:d.divider});else{if(null!=t.if&&!t.if())continue;{const i=null!=t.icon?l.div({class:[\"bk-menu-icon\",t.icon]}):null;n=l.div({class:(null===(e=t.active)||void 0===e?void 0:e.call(t))?\"bk-active\":null,title:t.tooltip},i,t.label)}}n.addEventListener(\"click\",(()=>this._item_click(i))),this.el.appendChild(n)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),l.display(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),l.undisplay(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=r,r.__name__=\"ContextMenu\"},\n", " function _(n,e,o,t,r){t();const f=n(9);function*i(n,e){const o=n.length;if(e>o)return;const t=f.range(e);for(yield t.map((e=>n[e]));;){let r;for(const n of f.reversed(f.range(e)))if(t[n]!=n+o-e){r=n;break}if(null==r)return;t[r]+=1;for(const n of f.range(r+1,e))t[n]=t[n-1]+1;yield t.map((e=>n[e]))}}o.enumerate=function*(n){let e=0;for(const o of n)yield[o,e++]},o.combinations=i,o.subsets=function*(n){for(const e of f.range(n.length+1))yield*i(n,e)}},\n", " function _(t,e,i,n,o){n();const s=t(1),c=t(238),l=s.__importStar(t(241)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),a.classes(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__=\"OnOffButtonView\"},\n", " function _(t,e,o,n,s){n();const i=t(238),c=t(246);class l extends i.ButtonToolView{}o.InspectToolView=l,l.__name__=\"InspectToolView\";class _ extends i.ButtonTool{constructor(t){super(t),this.event_type=\"move\"}static init_InspectTool(){this.prototype.button_view=c.OnOffButtonView,this.define((({Boolean:t})=>({toggleable:[t,!0]}))),this.override({active:!0})}}o.InspectTool=_,_.__name__=\"InspectTool\",_.init_InspectTool()},\n", " function _(t,o,e,i,s){i();const l=t(1),n=t(19),a=t(43),r=t(122),c=t(240),_=t(20),u=t(9),h=t(13),v=t(8),p=t(249),d=t(99),b=t(53),g=t(236),f=t(237),m=t(251),w=t(252),y=t(247),T=l.__importStar(t(241)),z=T,B=l.__importStar(t(253)),x=B;class L extends b.Model{constructor(t){super(t)}static init_ToolbarViewModel(){this.define((({Boolean:t,Nullable:o})=>({_visible:[o(t),null],autohide:[t,!1]})))}get visible(){return!this.autohide||null!=this._visible&&this._visible}}e.ToolbarViewModel=L,L.__name__=\"ToolbarViewModel\",L.init_ToolbarViewModel();class M extends c.DOMView{constructor(){super(...arguments),this.layout={bbox:new d.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new L({autohide:this.model.autohide})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),T.default,B.default]}remove(){r.remove_views(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await r.build_views(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const t=this._toolbar_view_model.visible,o=z.toolbar_hidden;this.el.classList.contains(o)&&t?this.el.classList.remove(o):t||this.el.classList.add(o)}render(){if(a.empty(this.el),this.el.classList.add(z.toolbar),this.el.classList.add(z[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change(),null!=this.model.logo){const t=\"grey\"===this.model.logo?x.grey:null,o=a.a({href:\"https://bokeh.org/\",target:\"_blank\",class:[x.logo,x.logo_small,t]});this.el.appendChild(o)}for(const[,t]of this._tool_button_views)t.render();const t=[],o=t=>this._tool_button_views.get(t).el,{gestures:e}=this.model;for(const i of h.values(e))t.push(i.tools.map(o));t.push(this.model.actions.map(o)),t.push(this.model.inspectors.filter((t=>t.toggleable)).map(o));for(const o of t)if(0!==o.length){const t=a.div({class:z.button_bar},o);this.el.appendChild(t)}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e=\"png\"==t?\"canvas\":\"svg\",i=new p.CanvasLayer(e,o);return i.resize(0,0),i}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=M,M.__name__=\"ToolbarBaseView\";class S extends b.Model{constructor(t){super(t)}static init_ToolbarBase(){this.prototype.default_view=M,this.define((({Boolean:t,Array:o,Ref:e,Nullable:i})=>({tools:[o(e(g.Tool)),[]],logo:[i(_.Logo),\"normal\"],autohide:[t,!1]}))),this.internal((({Array:t,Struct:o,Ref:e,Nullable:i})=>{const s=o({tools:t(e(f.GestureTool)),active:i(e(g.Tool))});return{gestures:[o({pan:s,scroll:s,pinch:s,tap:s,doubletap:s,press:s,pressup:s,rotate:s,move:s,multi:s}),V],actions:[t(e(m.ActionTool)),[]],inspectors:[t(e(y.InspectTool)),[]],help:[t(e(w.HelpTool)),[]],toolbar_location:[_.Location,\"right\"]}}))}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return u.some(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof y.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof w.HelpTool));t(this.help,e)&&(this.help=e);const i=this.tools.filter((t=>t instanceof m.ActionTool));t(this.actions,i)&&(this.actions=i);const s=(t,o)=>{t in this.gestures||n.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},l={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof f.GestureTool&&t.event_type)if(v.isString(t.event_type))l[t.event_type].tools.push(t),s(t.event_type,t);else{l.multi.tools.push(t);for(const o of t.event_type)s(o,t)}for(const o of Object.keys(l)){const e=this.gestures[o];t(e.tools,l[o].tools)&&(e.tools=l[o].tools),e.active&&u.every(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return\"above\"===this.toolbar_location||\"below\"===this.toolbar_location}get vertical(){return\"left\"===this.toolbar_location||\"right\"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=v.isString(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(n.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,n.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=S,S.__name__=\"ToolbarBase\",S.init_ToolbarBase()},\n", " function _(e,t,i,n,s){n();const o=e(250),a=e(99),r=e(43);function h(e){!function(e){void 0===e.lineDash&&Object.defineProperty(e,\"lineDash\",{get:()=>e.getLineDash(),set:t=>e.setLineDash(t)})}(e),function(e){e.setImageSmoothingEnabled=t=>{e.imageSmoothingEnabled=t,e.mozImageSmoothingEnabled=t,e.oImageSmoothingEnabled=t,e.webkitImageSmoothingEnabled=t,e.msImageSmoothingEnabled=t},e.getImageSmoothingEnabled=()=>{const t=e.imageSmoothingEnabled;return null==t||t}}(e),function(e){e.ellipse||(e.ellipse=function(t,i,n,s,o,a,r,h=!1){const l=.551784;e.translate(t,i),e.rotate(o);let c=n,g=s;h&&(c=-n,g=-s),e.moveTo(-c,0),e.bezierCurveTo(-c,g*l,-c*l,g,0,g),e.bezierCurveTo(c*l,g,c,g*l,c,0),e.bezierCurveTo(c,-g*l,c*l,-g,0,-g),e.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),e.rotate(-o),e.translate(-t,-i)})}(e)}const l={position:\"absolute\",top:\"0\",left:\"0\",width:\"100%\",height:\"100%\"};class c{constructor(e,t){switch(this.backend=e,this.hidpi=t,this.pixel_ratio=1,this.bbox=new a.BBox,e){case\"webgl\":case\"canvas\":{this._el=this._canvas=r.canvas({style:l});const e=this.canvas.getContext(\"2d\");if(null==e)throw new Error(\"unable to obtain 2D rendering context\");this._ctx=e,t&&(this.pixel_ratio=devicePixelRatio);break}case\"svg\":{const e=new o.SVGRenderingContext2D;this._ctx=e,this._canvas=e.get_svg(),this._el=r.div({style:l},this._canvas);break}}h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(e,t){this.bbox=new a.BBox({left:0,top:0,width:e,height:t});const i=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;i.width=e*this.pixel_ratio,i.height=t*this.pixel_ratio}prepare(){const{ctx:e,hidpi:t,pixel_ratio:i}=this;e.save(),t&&(e.scale(i,i),e.translate(.5,.5)),this.clear()}clear(){const{x:e,y:t,width:i,height:n}=this.bbox;this.ctx.clearRect(e,t,i,n)}finish(){this.ctx.restore()}to_blob(){const{_canvas:e}=this;if(e instanceof HTMLCanvasElement)return null!=e.msToBlob?Promise.resolve(e.msToBlob()):new Promise(((t,i)=>{e.toBlob((e=>null!=e?t(e):i()),\"image/png\")}));{const e=this._ctx.get_serialized_svg(!0),t=new Blob([e],{type:\"image/svg+xml\"});return Promise.resolve(t)}}}i.CanvasLayer=c,c.__name__=\"CanvasLayer\"},\n", " function _(t,e,i,s,n){s();const r=t(168),a=t(8),o=t(43);function l(t){if(!t)throw new Error(\"cannot create a random attribute name for an undefined object\");const e=\"ABCDEFGHIJKLMNOPQRSTUVWXTZabcdefghiklmnopqrstuvwxyz\";let i=\"\";do{i=\"\";for(let t=0;t<12;t++)i+=e[Math.floor(Math.random()*e.length)]}while(t[i]);return 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t=this.__currentElement.cloneNode(!0);this.__root.appendChild(t),this.__currentElement=t}this.__applyCurrentDefaultPath(),this.__applyStyleToCurrentElement(\"fill\"),null!=t&&this.__currentElement.setAttribute(\"fill-rule\",t),null!=this._clip_path&&this.__currentElement.setAttribute(\"clip-path\",this._clip_path)}rect(t,e,i,s){isFinite(t+e+i+s)&&(\"path\"!==this.__currentElement.nodeName&&this.beginPath(),this.moveTo(t,e),this.lineTo(t+i,e),this.lineTo(t+i,e+s),this.lineTo(t,e+s),this.lineTo(t,e))}fillRect(t,e,i,s){isFinite(t+e+i+s)&&(this.beginPath(),this.rect(t,e,i,s),this.fill())}strokeRect(t,e,i,s){isFinite(t+e+i+s)&&(this.beginPath(),this.rect(t,e,i,s),this.stroke())}__clearCanvas(){o.empty(this.__defs),o.empty(this.__root),this.__root.appendChild(this.__defs),this.__currentElement=this.__root}clearRect(t,e,i,s){if(!isFinite(t+e+i+s))return;if(0===t&&0===e&&i===this.width&&s===this.height)return void this.__clearCanvas();const n=this.__createElement(\"rect\",{x:t,y:e,width:i,height:s,fill:\"#FFFFFF\"},!0);this._apply_transform(n),this.__root.appendChild(n)}createLinearGradient(t,e,i,s){if(!isFinite(t+e+i+s))throw new Error(\"The provided double value is non-finite\");const[n,r]=this._transform.apply(t,e),[a,o]=this._transform.apply(i,s),h=this.__createElement(\"linearGradient\",{id:l(this.__ids),x1:`${n}px`,x2:`${a}px`,y1:`${r}px`,y2:`${o}px`,gradientUnits:\"userSpaceOnUse\"},!1);return this.__defs.appendChild(h),new p(h,this)}createRadialGradient(t,e,i,s,n,r){if(!isFinite(t+e+i+s+n+r))throw new Error(\"The provided double value is non-finite\");const[a,o]=this._transform.apply(t,e),[h,c]=this._transform.apply(s,n),_=this.__createElement(\"radialGradient\",{id:l(this.__ids),cx:`${h}px`,cy:`${c}px`,r:`${r}px`,fx:`${a}px`,fy:`${o}px`,gradientUnits:\"userSpaceOnUse\"},!1);return this.__defs.appendChild(_),new p(_,this)}__parseFont(){var t,e,i,s,n;const 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n=this.__parseFont(),r=this.__createElement(\"text\",{\"font-family\":n.family,\"font-size\":n.size,\"font-style\":n.style,\"font-weight\":n.weight,\"text-decoration\":n.decoration,x:e,y:i,\"text-anchor\":h(this.textAlign),\"dominant-baseline\":c(this.textBaseline)},!0);r.appendChild(this.__document.createTextNode(t)),this._apply_transform(r),this.__currentElement=r,this.__applyStyleToCurrentElement(s),this.__root.appendChild(this.__wrapTextLink(n,r))}fillText(t,e,i){null!=t&&isFinite(e+i)&&this.__applyText(t,e,i,\"fill\")}strokeText(t,e,i){null!=t&&isFinite(e+i)&&this.__applyText(t,e,i,\"stroke\")}measureText(t){return this.__ctx.font=this.font,this.__ctx.measureText(t)}arc(t,e,i,s,n,r=!1){if(!isFinite(t+e+i+s+n))return;if(s===n)return;(s%=2*Math.PI)===(n%=2*Math.PI)&&(n=(n+2*Math.PI-.001*(r?-1:1))%(2*Math.PI));const a=t+i*Math.cos(n),o=e+i*Math.sin(n),l=t+i*Math.cos(s),h=e+i*Math.sin(s),c=r?0:1;let _=0,u=n-s;u<0&&(u+=2*Math.PI),_=r?u>Math.PI?0:1:u>Math.PI?1:0,this.lineTo(l,h);const 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i=this.__document.createElement(\"canvas\");i.width=n,i.height=r;const s=i.getContext(\"2d\");s.imageSmoothingEnabled=!1,s.drawImage(t,a,o,l,h,0,0,n,r),t=i,this._apply_transform(e,_),e.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",t.toDataURL()),c.appendChild(e)}}createPattern(t,e){const i=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"pattern\"),s=l(this.__ids);if(i.setAttribute(\"id\",s),i.setAttribute(\"width\",`${this._to_number(t.width)}`),i.setAttribute(\"height\",`${this._to_number(t.height)}`),i.setAttribute(\"patternUnits\",\"userSpaceOnUse\"),t instanceof HTMLCanvasElement||t instanceof HTMLImageElement||t instanceof SVGImageElement){const e=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"image\"),s=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute(\"src\");e.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",s),i.appendChild(e),this.__defs.appendChild(i)}else if(t instanceof m){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e);this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error(\"unsupported\");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e);this.__defs.appendChild(i)}return new d(i,this)}setLineDash(t){t&&t.length>0?this.lineDash=t.join(\",\"):this.lineDash=null}_to_number(t){return a.isNumber(t)?t:t.baseVal.value}}i.SVGRenderingContext2D=m,m.__name__=\"SVGRenderingContext2D\"},\n", " function _(o,t,n,i,e){i();const s=o(238),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__=\"ActionToolButtonView\";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__=\"ActionToolView\";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,\"do\")}}n.ActionTool=d,d.__name__=\"ActionTool\"},\n", " function _(o,e,t,i,l){i();const s=o(251),n=o(242);class r extends s.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=r,r.__name__=\"HelpToolView\";class c extends s.ActionTool{constructor(o){super(o),this.tool_name=\"Help\",this.icon=n.tool_icon_help}static init_HelpTool(){this.prototype.default_view=r,this.define((({String:o})=>({redirect:[o,\"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html\"]}))),this.override({description:\"Click the question mark to learn more about Bokeh plot tools.\"}),this.register_alias(\"help\",(()=>new c))}}t.HelpTool=c,c.__name__=\"HelpTool\",c.init_HelpTool()},\n", " function _(o,l,g,A,r){A(),g.root=\"bk-root\",g.logo=\"bk-logo\",g.grey=\"bk-grey\",g.logo_small=\"bk-logo-small\",g.logo_notebook=\"bk-logo-notebook\",g.default=\".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\\\"data:image/svg+xml;utf8,#grayscale\\\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAYAAACNiR0NAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAABx0RVh0U29mdHdhcmUAQWRvYmUgRmlyZXdvcmtzIENTNui8sowAAAOkSURBVDiNjZRtaJVlGMd/1/08zzln5zjP1LWcU9N0NkN8m2CYjpgQYQXqSs0I84OLIC0hkEKoPtiH3gmKoiJDU7QpLgoLjLIQCpEsNJ1vqUOdO7ppbuec5+V+rj4ctwzd8IIbbi6u+8f1539dt3A78eXC7QizUF7gyV1fD1Yqg4JWz84yffhm0qkFqBogB9rM8tZdtwVsPUhWhGcFJngGeWrPzHm5oaMmkfEg1usvLFyc8jLRqDOMru7AyC8saQr7GG7f5fvDeH7Ej8CM66nIF+8yngt6HWaKh7k49Soy9nXurCi1o3qUbS3zWfrYeQDTB/Qj6kX6Ybhw4B+bOYoLKCC9H3Nu/leUTZ1JdRWkkn2ldcCamzrcf47KKXdAJllSlxAOkRgyHsGC/zRday5Qld9DyoM4/q/rUoy/CXh3jzOu3bHUVZeU+DEn8FInkPBFlu3+nW3Nw0mk6vCDiWg8CeJaxEwuHS3+z5RgY+YBR6V1Z1nxSOfoaPa4LASWxxdNp+VWTk7+4vzaou8v8PN+xo+KY2xsw6une2frhw05CTYOmQvsEhjhWjn0bmXPjpE1+kplmmkP3suftwTubK9Vq22qKmrBhpY4jvd5afdRA3wGjFAgcnTK2s4hY0/GPNIb0nErGMCRxWOOX64Z8RAC4oCXdklmEvcL8o0BfkNK4lUg9HTl+oPlQxdNo3Mg4Nv175e/1LDGzZen30MEjRUtmXSfiTVu1kK8W4txyV6BMKlbgk3lMwYCiusNy9fVfvvwMxv8Ynl6vxoByANLTWplvuj/nF9m2+PDtt1eiHPBr1oIfhCChQMBw6Aw0UulqTKZdfVvfG7VcfIqLG9bcldL/+pdWTLxLUy8Qq38heUIjh4XlzZxzQm19lLFlr8vdQ97rjZVOLf8nclzckbcD4wxXMidpX30sFd37Fv/GtwwhzhxGVAprjbg0gCAEeIgwCZyTV2Z1REEW8O4py0wsjeloKoMr6iCY6dP92H6Vw/oTyICIthibxjm/DfN9lVz8IqtqKYLUXfoKVMVQVVJOElGjrnnUt9T9wbgp8AyYKaGlqingHZU/uG2NTZSVqwHQTWkx9hxjkpWDaCg6Ckj5qebgBVbT3V3NNXMSiWSDdGV3hrtzla7J+duwPOToIg42ChPQOQjspnSlp1V+Gjdged7+8UN5CRAV7a5EdFNwCjEaBR27b3W890TE7g24NAP/mMDXRWrGoFPQI9ls/MWO2dWFAar/xcOIImbbpA3zgAAAABJRU5ErkJggg==);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}\"},\n", " function _(t,e,i,s,l){s();const o=t(1),n=t(40),h=t(20),a=t(43),r=o.__importStar(t(255)),c=r;class d extends n.AnnotationView{initialize(){super.initialize(),this.el=a.div({class:c.tooltip}),a.undisplay(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){a.remove(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),r.default]}render(){this.model.visible||a.undisplay(this.el),super.render()}_render(){const{content:t}=this.model;null!=t?(a.empty(this.el),a.classes(this.el).toggle(\"bk-tooltip-custom\",this.model.custom),this.el.appendChild(t),this.model.show_arrow&&this.el.classList.add(c.tooltip_arrow)):a.undisplay(this.el)}_reposition(){const{position:t}=this.model;if(null==t)return void a.undisplay(this.el);const[e,i]=t,s=(()=>{const t=this.parent.layout.bbox.relative(),{attachment:s}=this.model;switch(s){case\"horizontal\":return e({attachment:[h.TooltipAttachment,\"horizontal\"],inner_only:[t,!0],show_arrow:[t,!0]}))),this.internal((({Boolean:t,Number:e,Tuple:i,Ref:s,Nullable:l})=>({position:[l(i(e,e)),null],content:[s(HTMLElement),()=>a.div()],custom:[t]}))),this.override({level:\"overlay\"})}clear(){this.position=null}}i.Tooltip=p,p.__name__=\"Tooltip\",p.init_Tooltip()},\n", " function _(o,t,r,e,l){e(),r.root=\"bk-root\",r.tooltip=\"bk-tooltip\",r.left=\"bk-left\",r.tooltip_arrow=\"bk-tooltip-arrow\",r.right=\"bk-right\",r.above=\"bk-above\",r.below=\"bk-below\",r.tooltip_row_label=\"bk-tooltip-row-label\",r.tooltip_row_value=\"bk-tooltip-row-value\",r.tooltip_color_block=\"bk-tooltip-color-block\",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:\" \";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:\" \";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:\" \";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:\" \";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},\n", " function _(e,t,i,s,r){s();const a=e(135),h=e(133),_=e(122),l=e(48);class o extends a.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await _.build_view(e,{parent:this})),null!=t&&(this.upper_head=await _.build_view(t,{parent:this}))}set_data(e){var t,i;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(i=this.upper_head)||void 0===i||i.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,i=this._lower_sx.length;t({lower_head:[t(e(h.ArrowHead)),()=>new h.TeeHead({size:10})],upper_head:[t(e(h.ArrowHead)),()=>new h.TeeHead({size:10})]}))),this.override({level:\"underlay\"})}}i.Whisker=n,n.__name__=\"Whisker\",n.init_Whisker()},\n", " function _(n,o,t,u,e){u(),e(\"CustomJS\",n(258).CustomJS),e(\"OpenURL\",n(260).OpenURL)},\n", " function _(t,s,e,n,c){n();const u=t(259),i=t(13),a=t(34);class r extends u.Callback{constructor(t){super(t)}static init_CustomJS(){this.define((({Unknown:t,String:s,Dict:e})=>({args:[e(t),{}],code:[s,\"\"]})))}get names(){return i.keys(this.args)}get values(){return i.values(this.args)}get func(){const t=a.use_strict(this.code);return new Function(...this.names,\"cb_obj\",\"cb_data\",t)}execute(t,s={}){return this.func.apply(t,this.values.concat(t,s))}}e.CustomJS=r,r.__name__=\"CustomJS\",r.init_CustomJS()},\n", " function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__=\"Callback\"},\n", " function _(e,t,n,i,o){i();const s=e(259),c=e(182),r=e(8);class a extends s.Callback{constructor(e){super(e)}static init_OpenURL(){this.define((({Boolean:e,String:t})=>({url:[t,\"http://\"],same_tab:[e,!1]})))}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=c.replace_placeholders(this.url,t,e,void 0,void 0,encodeURI);if(!r.isString(n))throw new Error(\"HTML output is not supported in this context\");this.navigate(n)},{selected:i}=t;for(const e of i.indices)n(e);for(const e of i.line_indices)n(e)}}n.OpenURL=a,a.__name__=\"OpenURL\",a.init_OpenURL()},\n", " function _(a,n,e,r,s){r(),s(\"Canvas\",a(262).Canvas),s(\"CartesianFrame\",a(144).CartesianFrame)},\n", " function _(e,t,s,i,a){i();const l=e(14),n=e(240),r=e(19),o=e(43),h=e(20),_=e(13),c=e(263),d=e(99),p=e(249),v=(()=>{const e=document.createElement(\"canvas\"),t=e.getContext(\"webgl\",{premultipliedAlpha:!0});return null!=t?{canvas:e,gl:t}:void r.logger.trace(\"WebGL is not supported\")})(),u={position:\"absolute\",top:\"0\",left:\"0\",width:\"100%\",height:\"100%\"};class b extends n.DOMView{constructor(){super(...arguments),this.bbox=new d.BBox}initialize(){super.initialize(),\"webgl\"==this.model.output_backend&&(this.webgl=v),this.underlays_el=o.div({style:u}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=o.div({style:u}),this.events_el=o.div({class:\"bk-canvas-events\",style:u});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];_.extend(this.el.style,u),o.append(this.el,...e),this.ui_event_bus=new c.UIEventBus(this)}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new d.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:s,height:i}=this.bbox;t.canvas.width=this.pixel_ratio*s,t.canvas.height=this.pixel_ratio*i;const{gl:a}=t;a.enable(a.SCISSOR_TEST);const[l,n,r,o]=e,{xview:h,yview:_}=this.bbox,c=h.compute(l),d=_.compute(n+o),p=this.pixel_ratio;a.scissor(p*c,p*d,p*r,p*o),a.enable(a.BLEND),a.blendFuncSeparate(a.SRC_ALPHA,a.ONE_MINUS_SRC_ALPHA,a.ONE_MINUS_DST_ALPHA,a.ONE),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(r.logger.debug(\"Blitting WebGL canvas\"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{gl:t,canvas:s}=e;t.viewport(0,0,s.width,s.height),t.clearColor(0,0,0,0),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}}compose(){const e=this.create_layer(),{width:t,height:s}=this.bbox;return e.resize(t,s),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new p.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}s.CanvasView=b,b.__name__=\"CanvasView\";class g extends l.HasProps{constructor(e){super(e)}static init_Canvas(){this.prototype.default_view=b,this.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[h.OutputBackend,\"canvas\"]})))}}s.Canvas=g,g.__name__=\"Canvas\",g.init_Canvas()},\n", " function _(t,e,s,n,i){n();const r=t(1),a=r.__importDefault(t(239)),_=t(15),h=t(19),o=t(43),l=r.__importStar(t(264)),c=t(265),p=t(9),u=t(8),v=t(27),d=t(244);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,\"pan:start\"),this.pan=new _.Signal(this,\"pan\"),this.pan_end=new _.Signal(this,\"pan:end\"),this.pinch_start=new _.Signal(this,\"pinch:start\"),this.pinch=new _.Signal(this,\"pinch\"),this.pinch_end=new _.Signal(this,\"pinch:end\"),this.rotate_start=new _.Signal(this,\"rotate:start\"),this.rotate=new _.Signal(this,\"rotate\"),this.rotate_end=new _.Signal(this,\"rotate:end\"),this.tap=new _.Signal(this,\"tap\"),this.doubletap=new _.Signal(this,\"doubletap\"),this.press=new _.Signal(this,\"press\"),this.pressup=new _.Signal(this,\"pressup\"),this.move_enter=new _.Signal(this,\"move:enter\"),this.move=new _.Signal(this,\"move\"),this.move_exit=new _.Signal(this,\"move:exit\"),this.scroll=new _.Signal(this,\"scroll\"),this.keydown=new _.Signal(this,\"keydown\"),this.keyup=new _.Signal(this,\"keyup\"),this.hammer=new a.default(this.hit_area,{touchAction:\"auto\",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener(\"mousemove\",(t=>this._mouse_move(t))),this.hit_area.addEventListener(\"mouseenter\",(t=>this._mouse_enter(t))),this.hit_area.addEventListener(\"mouseleave\",(t=>this._mouse_exit(t))),this.hit_area.addEventListener(\"contextmenu\",(t=>this._context_menu(t))),this.hit_area.addEventListener(\"wheel\",(t=>this._mouse_wheel(t))),document.addEventListener(\"keydown\",this),document.addEventListener(\"keyup\",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener(\"keydown\",this),document.removeEventListener(\"keyup\",this)}handleEvent(t){\"keydown\"==t.type?this._key_down(t):\"keyup\"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get(\"doubletap\").recognizeWith(\"tap\"),this.hammer.get(\"tap\").requireFailure(\"doubletap\"),this.hammer.get(\"doubletap\").dropRequireFailure(\"tap\"),this.hammer.on(\"doubletap\",(t=>this._doubletap(t))),this.hammer.on(\"tap\",(t=>this._tap(t))),this.hammer.on(\"press\",(t=>this._press(t))),this.hammer.on(\"pressup\",(t=>this._pressup(t))),this.hammer.get(\"pan\").set({direction:a.default.DIRECTION_ALL}),this.hammer.on(\"panstart\",(t=>this._pan_start(t))),this.hammer.on(\"pan\",(t=>this._pan(t))),this.hammer.on(\"panend\",(t=>this._pan_end(t))),this.hammer.get(\"pinch\").set({enable:!0}),this.hammer.on(\"pinchstart\",(t=>this._pinch_start(t))),this.hammer.on(\"pinch\",(t=>this._pinch(t))),this.hammer.on(\"pinchend\",(t=>this._pinch_end(t))),this.hammer.get(\"rotate\").set({enable:!0}),this.hammer.on(\"rotatestart\",(t=>this._rotate_start(t))),this.hammer.on(\"rotate\",(t=>this._rotate(t))),this.hammer.on(\"rotateend\",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&(u.isString(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case\"pan\":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case\"pinch\":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case\"rotate\":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case\"move\":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case\"tap\":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case\"press\":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case\"scroll\":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&\"pinch\"==e&&(h.logger.debug(\"Registering scroll on touch screen\"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of p.reversed(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t=\"default\"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if(\"panstart\"==e.type||\"pan\"==e.type||\"panend\"==e.type){let n;if(\"panstart\"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):\"pan\"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:\"panend\"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if(\"pinchstart\"==e.type||\"pinch\"==e.type||\"pinchend\"==e.type){let n;if(\"pinchstart\"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):\"pinch\"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:\"pinchend\"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if(\"rotatestart\"==e.type||\"rotate\"==e.type||\"rotateend\"==e.type){let n;if(\"rotatestart\"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):\"rotate\"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:\"rotateend\"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if(\"mouseenter\"==e.type||\"mousemove\"==e.type||\"mouseleave\"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&(\"mouseleave\"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:\"mouseleave\",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&(\"mouseenter\"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:\"mouseenter\",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&\"mousemove\"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r;const a=t.model.toolbar.gestures,_=e.name.split(\":\")[0],h=this._hit_test_renderers(t,s.sx,s.sy),o=this._hit_test_canvas(t,s.sx,s.sy);switch(_){case\"move\":{const n=a[_].active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let l=\"default\";null!=h?(l=null!==(i=h.cursor(s.sx,s.sy))&&void 0!==i?i:l,p.is_empty(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&(p.is_empty(r)||(l=\"crosshair\")),this.set_cursor(l),t.set_toolbar_visibility(o),r.map((t=>this.trigger(e,s,t.id)));break}case\"tap\":{const{target:t}=n;if(null!=t&&t!=this.hit_area)return;null!=h&&null!=h.on_hit&&h.on_hit(s.sx,s.sy);const i=a[_].active;null!=i&&this.trigger(e,s,i.id);break}case\"doubletap\":{const t=null!==(r=a.doubletap.active)&&void 0!==r?r:a.tap.active;null!=t&&this.trigger(e,s,t.id);break}case\"scroll\":{const t=a[v.is_mobile?\"pinch\":\"scroll\"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case\"pan\":{const t=a[_].active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=a[_].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case\"wheel\":return new l.MouseWheel(s,n,i,r,e.delta);case\"mousemove\":return new l.MouseMove(s,n,i,r);case\"mouseenter\":return new l.MouseEnter(s,n,i,r);case\"mouseleave\":return new l.MouseLeave(s,n,i,r);case\"tap\":return new l.Tap(s,n,i,r);case\"doubletap\":return new l.DoubleTap(s,n,i,r);case\"press\":return new l.Press(s,n,i,r);case\"pressup\":return new l.PressUp(s,n,i,r);case\"pan\":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case\"panstart\":return new l.PanStart(s,n,i,r);case\"panend\":return new l.PanEnd(s,n,i,r);case\"pinch\":return new l.Pinch(s,n,i,r,e.scale);case\"pinchstart\":return new l.PinchStart(s,n,i,r);case\"pinchend\":return new l.PinchEnd(s,n,i,r);case\"rotate\":return new l.Rotate(s,n,i,r,e.rotation);case\"rotatestart\":return new l.RotateStart(s,n,i,r);case\"rotateend\":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return\"undefined\"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=o.offset(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:c.getDeltaY(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__=\"UIEventBus\"},\n", " function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var c=e.length-1;c>=0;c--)(_=e[c])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class c{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=c,c.__name__=\"BokehEvent\";class r extends c{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=r,r.__name__=\"ModelEvent\";let l=class extends c{_to_json(){return{}}};s.DocumentReady=l,l.__name__=\"DocumentReady\",s.DocumentReady=l=a([o(\"document_ready\")],l);let i=class extends r{};s.ButtonClick=i,i.__name__=\"ButtonClick\",s.ButtonClick=i=a([o(\"button_click\")],i);let u=class extends r{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__=\"MenuItemClick\",s.MenuItemClick=u=a([o(\"menu_item_click\")],u);class d extends r{}s.UIEvent=d,d.__name__=\"UIEvent\";let h=class extends d{};s.LODStart=h,h.__name__=\"LODStart\",s.LODStart=h=a([o(\"lodstart\")],h);let m=class extends d{};s.LODEnd=m,m.__name__=\"LODEnd\",s.LODEnd=m=a([o(\"lodend\")],m);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__=\"SelectionGeometry\",s.SelectionGeometry=x=a([o(\"selectiongeometry\")],x);let p=class extends d{};s.Reset=p,p.__name__=\"Reset\",s.Reset=p=a([o(\"reset\")],p);class j extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=j,j.__name__=\"PointEvent\";let y=class extends j{constructor(e,t,s,n,_,a){super(e,t,s,n),this.sx=e,this.sy=t,this.x=s,this.y=n,this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=y,y.__name__=\"Pan\",s.Pan=y=a([o(\"pan\")],y);let P=class extends j{constructor(e,t,s,n,_){super(e,t,s,n),this.sx=e,this.sy=t,this.x=s,this.y=n,this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__=\"Pinch\",s.Pinch=P=a([o(\"pinch\")],P);let v=class extends j{constructor(e,t,s,n,_){super(e,t,s,n),this.sx=e,this.sy=t,this.x=s,this.y=n,this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=v,v.__name__=\"Rotate\",s.Rotate=v=a([o(\"rotate\")],v);let g=class extends j{constructor(e,t,s,n,_){super(e,t,s,n),this.sx=e,this.sy=t,this.x=s,this.y=n,this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=g,g.__name__=\"MouseWheel\",s.MouseWheel=g=a([o(\"wheel\")],g);let E=class extends j{};s.MouseMove=E,E.__name__=\"MouseMove\",s.MouseMove=E=a([o(\"mousemove\")],E);let O=class extends j{};s.MouseEnter=O,O.__name__=\"MouseEnter\",s.MouseEnter=O=a([o(\"mouseenter\")],O);let b=class extends j{};s.MouseLeave=b,b.__name__=\"MouseLeave\",s.MouseLeave=b=a([o(\"mouseleave\")],b);let M=class extends j{};s.Tap=M,M.__name__=\"Tap\",s.Tap=M=a([o(\"tap\")],M);let R=class extends j{};s.DoubleTap=R,R.__name__=\"DoubleTap\",s.DoubleTap=R=a([o(\"doubletap\")],R);let f=class extends j{};s.Press=f,f.__name__=\"Press\",s.Press=f=a([o(\"press\")],f);let S=class extends j{};s.PressUp=S,S.__name__=\"PressUp\",s.PressUp=S=a([o(\"pressup\")],S);let D=class extends j{};s.PanStart=D,D.__name__=\"PanStart\",s.PanStart=D=a([o(\"panstart\")],D);let k=class extends j{};s.PanEnd=k,k.__name__=\"PanEnd\",s.PanEnd=k=a([o(\"panend\")],k);let L=class extends j{};s.PinchStart=L,L.__name__=\"PinchStart\",s.PinchStart=L=a([o(\"pinchstart\")],L);let C=class extends j{};s.PinchEnd=C,C.__name__=\"PinchEnd\",s.PinchEnd=C=a([o(\"pinchend\")],C);let T=class extends j{};s.RotateStart=T,T.__name__=\"RotateStart\",s.RotateStart=T=a([o(\"rotatestart\")],T);let B=class extends j{};s.RotateEnd=B,B.__name__=\"RotateEnd\",s.RotateEnd=B=a([o(\"rotateend\")],B)},\n", " function _(t,e,n,l,o){\n", " /*!\n", " * jQuery Mousewheel 3.1.13\n", " *\n", " * Copyright jQuery Foundation and other contributors\n", " * Released under the MIT license\n", " * http://jquery.org/license\n", " */\n", " function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},\n", " function _(m,i,u,s,a){s(),a(\"Expression\",m(124).Expression),a(\"CustomJSExpr\",m(267).CustomJSExpr),a(\"Stack\",m(268).Stack),a(\"CumSum\",m(269).CumSum),a(\"ScalarExpression\",m(124).ScalarExpression),a(\"Minimum\",m(270).Minimum),a(\"Maximum\",m(271).Maximum)},\n", " function _(t,e,s,n,r){n();const i=t(14),o=t(124),a=t(24),c=t(9),u=t(13),l=t(34),h=t(8);class p extends o.Expression{constructor(t){super(t)}static init_CustomJSExpr(){this.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,\"\"]})))}connect_signals(){super.connect_signals();for(const t of u.values(this.args))t instanceof i.HasProps&&t.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return u.keys(this.args)}get values(){return u.values(this.args)}get func(){const t=l.use_strict(this.code);return new a.GeneratorFunction(...this.names,t)}_v_compute(t){const e=this.func.apply(t,this.values);let s=e.next();if(s.done&&void 0!==s.value){const{value:e}=s;return h.isArray(e)||h.isTypedArray(e)?e:h.isIterable(e)?[...e]:c.repeat(e,t.length)}{const t=[];do{t.push(s.value),s=e.next()}while(!s.done);return t}}}s.CustomJSExpr=p,p.__name__=\"CustomJSExpr\",p.init_CustomJSExpr()},\n", " function _(t,n,e,i,s){i();const a=t(124);class c extends a.Expression{constructor(t){super(t)}static init_Stack(){this.define((({String:t,Array:n})=>({fields:[n(t),[]]})))}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,i=new Float64Array(e);for(const n of this.fields){const s=t.data[n];if(null!=s)for(let t=0,n=Math.min(e,s.length);t({field:[t],include_zero:[e,!1]})))}_v_compute(e){var t;const n=new Float64Array(null!==(t=e.get_length())&&void 0!==t?t:0),i=e.data[this.field],u=this.include_zero?1:0;n[0]=this.include_zero?0:i[0];for(let e=1;e({field:[n],initial:[t(i),null]})))}_compute(i){var n,t;const l=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(t=this.initial)&&void 0!==t?t:1/0,m.min(l))}}t.Minimum=s,s.__name__=\"Minimum\",s.init_Minimum()},\n", " function _(i,t,a,n,l){n();const u=i(124),e=i(9);class m extends u.ScalarExpression{constructor(i){super(i)}static init_Maximum(){this.define((({Number:i,String:t,Nullable:a})=>({field:[t],initial:[a(i),null]})))}_compute(i){var t,a;const n=null!==(t=i.data[this.field])&&void 0!==t?t:[];return Math.max(null!==(a=this.initial)&&void 0!==a?a:-1/0,e.max(n))}}a.Maximum=m,m.__name__=\"Maximum\",m.init_Maximum()},\n", " function _(e,t,l,r,i){r(),i(\"BooleanFilter\",e(273).BooleanFilter),i(\"CustomJSFilter\",e(274).CustomJSFilter),i(\"Filter\",e(121).Filter),i(\"GroupFilter\",e(275).GroupFilter),i(\"IndexFilter\",e(276).IndexFilter)},\n", " function _(e,n,l,o,t){o();const i=e(121),s=e(24);class a extends i.Filter{constructor(e){super(e)}static init_BooleanFilter(){this.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?s.Indices.all_set(n):s.Indices.from_booleans(n,l)}}l.BooleanFilter=a,a.__name__=\"BooleanFilter\",a.init_BooleanFilter()},\n", " function _(e,t,s,n,r){n();const i=e(121),o=e(24),u=e(13),c=e(8),a=e(34);class l extends i.Filter{constructor(e){super(e)}static init_CustomJSFilter(){this.define((({Unknown:e,String:t,Dict:s})=>({args:[s(e),{}],code:[t,\"\"]})))}get names(){return u.keys(this.args)}get values(){return u.values(this.args)}get func(){const e=a.use_strict(this.code);return new Function(...this.names,\"source\",e)}compute_indices(e){const t=e.length,s=this.func(...this.values,e);if(null==s)return o.Indices.all_set(t);if(c.isArrayOf(s,c.isInteger))return o.Indices.from_indices(t,s);if(c.isArrayOf(s,c.isBoolean))return o.Indices.from_booleans(t,s);throw new Error(`expect an array of integers or booleans, or null, got ${s}`)}}s.CustomJSFilter=l,l.__name__=\"CustomJSFilter\",l.init_CustomJSFilter()},\n", " function _(n,t,e,i,o){i();const r=n(121),u=n(24),s=n(19);class c extends r.Filter{constructor(n){super(n)}static init_GroupFilter(){this.define((({String:n})=>({column_name:[n],group:[n]})))}compute_indices(n){const t=n.get_column(this.column_name);if(null==t)return s.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new u.Indices(n.length,1);{const e=new u.Indices(n.length);for(let n=0;n({indices:[i(n(e)),null]})))}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?c.Indices.all_set(n):c.Indices.from_indices(n,i)}}i.IndexFilter=r,r.__name__=\"IndexFilter\",r.init_IndexFilter()},\n", " function _(e,a,l,i,t){i(),t(\"AnnularWedge\",e(278).AnnularWedge),t(\"Annulus\",e(279).Annulus),t(\"Arc\",e(280).Arc),t(\"Bezier\",e(281).Bezier),t(\"Circle\",e(282).Circle),t(\"Ellipse\",e(286).Ellipse),t(\"EllipseOval\",e(287).EllipseOval),t(\"Glyph\",e(98).Glyph),t(\"HArea\",e(117).HArea),t(\"HBar\",e(289).HBar),t(\"HexTile\",e(291).HexTile),t(\"Image\",e(292).Image),t(\"ImageRGBA\",e(294).ImageRGBA),t(\"ImageURL\",e(295).ImageURL),t(\"Line\",e(63).Line),t(\"MultiLine\",e(127).MultiLine),t(\"MultiPolygons\",e(297).MultiPolygons),t(\"Oval\",e(298).Oval),t(\"Patch\",e(116).Patch),t(\"Patches\",e(128).Patches),t(\"Quad\",e(299).Quad),t(\"Quadratic\",e(300).Quadratic),t(\"Ray\",e(301).Ray),t(\"Rect\",e(302).Rect),t(\"Scatter\",e(303).Scatter),t(\"Segment\",e(306).Segment),t(\"Spline\",e(307).Spline),t(\"Step\",e(309).Step),t(\"Text\",e(310).Text),t(\"VArea\",e(119).VArea),t(\"VBar\",e(311).VBar),t(\"Wedge\",e(312).Wedge)},\n", " function _(e,t,s,i,r){i();const n=e(1),a=e(64),o=e(106),_=e(48),d=e(24),u=e(20),h=n.__importStar(e(18)),l=e(10),c=e(59);class g extends a.XYGlyphView{_map_data(){\"data\"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=d.to_screen(this.inner_radius),\"data\"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=d.to_screen(this.outer_radius)}_render(e,t,s){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:o,souter_radius:_}=null!=s?s:this,d=\"anticlock\"==this.model.direction;for(const s of t){const t=i[s],u=r[s],h=o[s],l=_[s],c=n.get(s),g=a.get(s);if(isNaN(t+u+h+l+c+g))continue;const x=g-c;e.translate(t,u),e.rotate(c),e.beginPath(),e.moveTo(l,0),e.arc(0,0,l,0,x,d),e.rotate(x),e.lineTo(h,0),e.arc(0,0,h,0,-x,!d),e.closePath(),e.rotate(-x-c),e.translate(-t,-u),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,s),e.fill()),this.visuals.hatch.doit&&(this.visuals.hatch.set_vectorize(e,s),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,s),e.stroke())}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s);let n,a,o,_;if(\"data\"==this.model.properties.outer_radius.units)n=i-this.max_outer_radius,o=i+this.max_outer_radius,a=r-this.max_outer_radius,_=r+this.max_outer_radius;else{const e=t-this.max_outer_radius,i=t+this.max_outer_radius;[n,o]=this.renderer.xscale.r_invert(e,i);const r=s-this.max_outer_radius,d=s+this.max_outer_radius;[a,_]=this.renderer.yscale.r_invert(r,d)}const d=[];for(const e of this.index.indices({x0:n,x1:o,y0:a,y1:_})){const t=this.souter_radius[e]**2,s=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[o,_]=this.renderer.yscale.r_compute(r,this._y[e]),u=(n-a)**2+(o-_)**2;u<=t&&u>=s&&d.push(e)}const u=\"anticlock\"==this.model.direction,h=[];for(const e of d){const i=Math.atan2(s-this.sy[e],t-this.sx[e]);l.angle_between(-i,-this.start_angle.get(e),-this.end_angle.get(e),u)&&h.push(e)}return new c.Selection({indices:h})}draw_legend_for_index(e,t,s){o.generic_area_vector_legend(this.visuals,e,t,s)}scenterxy(e){const t=(this.sinner_radius[e]+this.souter_radius[e])/2,s=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+t*Math.cos(s),this.sy[e]+t*Math.sin(s)]}}s.AnnularWedgeView=g,g.__name__=\"AnnularWedgeView\";class x extends a.XYGlyph{constructor(e){super(e)}static init_AnnularWedge(){this.prototype.default_view=g,this.mixins([_.LineVector,_.FillVector,_.HatchVector]),this.define((({})=>({direction:[u.Direction,\"anticlock\"],inner_radius:[h.DistanceSpec,{field:\"inner_radius\"}],outer_radius:[h.DistanceSpec,{field:\"outer_radius\"}],start_angle:[h.AngleSpec,{field:\"start_angle\"}],end_angle:[h.AngleSpec,{field:\"end_angle\"}]})))}}s.AnnularWedge=x,x.__name__=\"AnnularWedge\",x.init_AnnularWedge()},\n", " function _(s,i,t,e,r){e();const n=s(1),a=s(64),u=s(24),_=s(48),o=n.__importStar(s(18)),h=s(27),d=s(59);class c extends a.XYGlyphView{_map_data(){\"data\"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=u.to_screen(this.inner_radius),\"data\"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=u.to_screen(this.outer_radius)}_render(s,i,t){const{sx:e,sy:r,sinner_radius:n,souter_radius:a}=null!=t?t:this;for(const t of i){const i=e[t],_=r[t],o=n[t],d=a[t];function u(){if(s.beginPath(),h.is_ie)for(const t of[!1,!0])s.arc(i,_,o,0,Math.PI,t),s.arc(i,_,d,Math.PI,0,!t);else s.arc(i,_,o,0,2*Math.PI,!0),s.arc(i,_,d,2*Math.PI,0,!1)}isNaN(i+_+o+d)||(this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(s,t),u(),s.fill()),this.visuals.hatch.doit&&(this.visuals.hatch.set_vectorize(s,t),u(),s.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(s,t),s.beginPath(),s.arc(i,_,o,0,2*Math.PI),s.moveTo(i+d,_),s.arc(i,_,d,0,2*Math.PI),s.stroke()))}}_hit_point(s){const{sx:i,sy:t}=s,e=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(t);let n,a,u,_;if(\"data\"==this.model.properties.outer_radius.units)n=e-this.max_outer_radius,u=e+this.max_outer_radius,a=r-this.max_outer_radius,_=r+this.max_outer_radius;else{const s=i-this.max_outer_radius,e=i+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,e);const r=t-this.max_outer_radius,o=t+this.max_outer_radius;[a,_]=this.renderer.yscale.r_invert(r,o)}const o=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:_})){const i=this.souter_radius[s]**2,t=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(e,this._x[s]),[u,_]=this.renderer.yscale.r_compute(r,this._y[s]),h=(n-a)**2+(u-_)**2;h<=i&&h>=t&&o.push(s)}return new d.Selection({indices:o})}draw_legend_for_index(s,{x0:i,y0:t,x1:e,y1:r},n){const a=n+1,u=new Array(a);u[n]=(i+e)/2;const _=new Array(a);_[n]=(t+r)/2;const o=.5*Math.min(Math.abs(e-i),Math.abs(r-t)),h=new Array(a);h[n]=.4*o;const d=new Array(a);d[n]=.8*o,this._render(s,[n],{sx:u,sy:_,sinner_radius:h,souter_radius:d})}}t.AnnulusView=c,c.__name__=\"AnnulusView\";class l extends a.XYGlyph{constructor(s){super(s)}static init_Annulus(){this.prototype.default_view=c,this.mixins([_.LineVector,_.FillVector,_.HatchVector]),this.define((({})=>({inner_radius:[o.DistanceSpec,{field:\"inner_radius\"}],outer_radius:[o.DistanceSpec,{field:\"outer_radius\"}]})))}}t.Annulus=l,l.__name__=\"Annulus\",l.init_Annulus()},\n", " function _(e,i,s,t,n){t();const r=e(1),a=e(64),c=e(106),d=e(48),_=e(24),l=e(20),o=r.__importStar(e(18));class h extends a.XYGlyphView{_map_data(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=_.to_screen(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d=\"anticlock\"==this.model.direction;for(const s of i){const i=t[s],_=n[s],l=r[s],o=a.get(s),h=c.get(s);isNaN(i+_+l+o+h)||(e.beginPath(),e.arc(i,_,l,o,h,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){c.generic_line_vector_legend(this.visuals,e,i,s)}}s.ArcView=h,h.__name__=\"ArcView\";class u extends a.XYGlyph{constructor(e){super(e)}static init_Arc(){this.prototype.default_view=h,this.mixins(d.LineVector),this.define((({})=>({direction:[l.Direction,\"anticlock\"],radius:[o.DistanceSpec,{field:\"radius\"}],start_angle:[o.AngleSpec,{field:\"start_angle\"}],end_angle:[o.AngleSpec,{field:\"end_angle\"}]})))}}s.Arc=u,u.__name__=\"Arc\",u.init_Arc()},\n", " function _(e,t,i,s,n){s();const o=e(1),c=e(48),r=e(98),a=e(106),_=e(65),d=o.__importStar(e(18));function l(e,t,i,s,n,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*n,d=-3*e+9*i-9*n+3*c,x=3*i-3*e):(l=6*t-12*s+6*o,d=-3*t+9*s-9*o+3*r,x=3*s-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0({x0:[d.XCoordinateSpec,{field:\"x0\"}],y0:[d.YCoordinateSpec,{field:\"y0\"}],x1:[d.XCoordinateSpec,{field:\"x1\"}],y1:[d.YCoordinateSpec,{field:\"y1\"}],cx0:[d.XCoordinateSpec,{field:\"cx0\"}],cy0:[d.YCoordinateSpec,{field:\"cy0\"}],cx1:[d.XCoordinateSpec,{field:\"cx1\"}],cy1:[d.YCoordinateSpec,{field:\"cy1\"}]}))),this.mixins(c.LineVector)}}i.Bezier=h,h.__name__=\"Bezier\",h.init_Bezier()},\n", " function _(s,i,e,t,r){t();const a=s(1),n=s(64),h=s(283),d=s(48),l=s(24),c=s(20),_=a.__importStar(s(107)),u=a.__importStar(s(18)),o=s(9),x=s(12),m=s(59);class y extends n.XYGlyphView{initialize(){super.initialize();const{webgl:s}=this.renderer.plot_view.canvas_view;null!=s&&(this.glglyph=new h.MarkerGL(s.gl,this,\"circle\"))}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_map_data(){if(this.use_radius)if(\"data\"==this.model.properties.radius.units)switch(this.model.radius_dimension){case\"x\":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case\"y\":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case\"max\":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=x.map(s,((s,e)=>Math.max(s,i[e])));break}case\"min\":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=x.map(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=l.to_screen(this.radius),this._configure(\"max_size\",{value:2*this.max_radius});else{const s=new l.ScreenArray(this.size);this.sradius=x.map(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&\"data\"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isNaN(i+n+h)||(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(s,e),s.fill()),this.visuals.hatch.doit&&(this.visuals.hatch.set_vectorize(s,e),s.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(s,e),s.stroke()))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&\"data\"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,c=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,c)}const c=this.index.indices({x0:n,x1:h,y0:d,y1:l}),_=[];if(this.use_radius&&\"data\"==this.model.properties.radius.units)for(const s of c){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&_.push(s)}else for(const s of c){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&_.push(s)}return new m.Selection({indices:_})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if(\"h\"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&\"data\"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&\"data\"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=o.range(0,this.sx.length),r=[];for(let s=0,a=t.length;s({angle:[u.AngleSpec,0],size:[u.ScreenDistanceSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[c.RadiusDimension,\"x\"],hit_dilation:[s,1]})))}}e.Circle=p,p.__name__=\"Circle\",p.init_Circle()},\n", " function _(t,e,s,i,a){i();const r=t(1),o=t(109),_=t(113),l=r.__importDefault(t(284)),h=r.__importDefault(t(285)),n=t(282),f=t(12),u=t(19),c=t(24),g=t(22),b=t(11);function d(t,e,s,i,a,r,o){if(a.doit)if(r.is_Scalar()&&o.is_Scalar()){e.used=!1;const[i,a,_,l]=g.color2rgba(r.value,o.value);t.set_attribute(s,\"vec4\",[i/255,a/255,_/255,l/255])}else{let a;if(e.used=!0,r.is_Vector()){const t=new c.ColorArray(r.array);if(a=new c.RGBAArray(t.buffer),!o.is_Scalar()||1!=o.value)for(let t=0;t2*t))),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(a),this.visuals_changed=!1),this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[s.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[s.width,s.height]),this.prog.set_attribute(\"a_sx\",\"float\",i.vbo_sx),this.prog.set_attribute(\"a_sy\",\"float\",i.vbo_sy),this.prog.set_attribute(\"a_size\",\"float\",i.vbo_s),this.prog.set_attribute(\"a_angle\",\"float\",i.vbo_a),0!=t.length)if(t.length===a)this.prog.draw(this.gl.POINTS,[0,a]);else if(a<65535){const e=window.navigator.userAgent;e.indexOf(\"MSIE \")+e.indexOf(\"Trident/\")+e.indexOf(\"Edge/\")>0&&u.logger.warn(\"WebGL warning: IE is known to produce 1px sprites whith selections.\"),this.index_buffer.set_size(2*t.length),this.index_buffer.set_data(0,new Uint16Array(t)),this.prog.draw(this.gl.POINTS,this.index_buffer)}else{const e=64e3,s=[];for(let t=0,i=Math.ceil(a/e);t2*t))):this.vbo_s.set_data(0,new Float32Array(this.glyph.size))}_set_visuals(t){const{line:e,fill:s}=this.glyph.visuals;!function(t,e,s,i,a,r){if(a.doit){if(r.is_Scalar())e.used=!1,t.set_attribute(s,\"float\",[r.value]);else if(r.is_Vector()){e.used=!0;const a=new Float32Array(r.array);e.set_size(4*i),e.set_data(0,a),t.set_attribute(s,\"float\",e)}}else e.used=!1,t.set_attribute(s,\"float\",[0])}(this.prog,this.vbo_linewidth,\"a_linewidth\",t,e,e.line_width),d(this.prog,this.vbo_fg_color,\"a_fg_color\",t,e,e.line_color,e.line_alpha),d(this.prog,this.vbo_bg_color,\"a_bg_color\",t,s,s.fill_color,s.fill_alpha),this.prog.set_uniform(\"u_antialias\",\"float\",[.8])}}s.MarkerGL=p,p.__name__=\"MarkerGL\"},\n", " function _(n,i,a,o,_){o();a.default=\"\\nprecision mediump float;\\nconst float SQRT_2 = 1.4142135623730951;\\n//\\nuniform float u_pixel_ratio;\\nuniform vec2 u_canvas_size;\\nuniform vec2 u_offset;\\nuniform vec2 u_scale;\\nuniform float u_antialias;\\n//\\nattribute float a_sx;\\nattribute float a_sy;\\nattribute float a_size;\\nattribute float a_angle; // in radians\\nattribute float a_linewidth;\\nattribute vec4 a_fg_color;\\nattribute vec4 a_bg_color;\\n//\\nvarying float v_linewidth;\\nvarying float v_size;\\nvarying vec4 v_fg_color;\\nvarying vec4 v_bg_color;\\nvarying vec2 v_rotation;\\n\\nvoid main (void)\\n{\\n v_size = a_size * u_pixel_ratio;\\n v_linewidth = a_linewidth * u_pixel_ratio;\\n v_fg_color = a_fg_color;\\n v_bg_color = a_bg_color;\\n v_rotation = vec2(cos(-a_angle), sin(-a_angle));\\n vec2 pos = vec2(a_sx, a_sy); // in pixels\\n pos += 0.5; // make up for Bokeh's offset\\n pos /= u_canvas_size / u_pixel_ratio; // in 0..1\\n gl_Position = vec4(pos*2.0-1.0, 0.0, 1.0);\\n gl_Position.y *= -1.0;\\n gl_PointSize = SQRT_2 * v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\\n}\\n\"},\n", " function _(n,a,s,e,t){e();s.default='\\nprecision mediump float;\\n\\nconst float SQRT_2 = 1.4142135623730951;\\nconst float PI = 3.14159265358979323846264;\\n\\nconst float IN_ANGLE = 0.6283185307179586; // PI/5. = 36 degrees (star of 5 pikes)\\n//const float OUT_ANGLE = PI/2. - IN_ANGLE; // External angle for regular stars\\nconst float COS_A = 0.8090169943749475; // cos(IN_ANGLE)\\nconst float SIN_A = 0.5877852522924731; // sin(IN_ANGLE)\\nconst float COS_B = 0.5877852522924731; // cos(OUT_ANGLE)\\nconst float SIN_B = 0.8090169943749475; // sin(OUT_ANGLE)\\n\\n//\\nuniform float u_antialias;\\n//\\nvarying vec4 v_fg_color;\\nvarying vec4 v_bg_color;\\nvarying float v_linewidth;\\nvarying float v_size;\\nvarying vec2 v_rotation;\\n\\n#ifdef USE_ASTERISK\\n// asterisk\\nfloat marker(vec2 P, float size)\\n{\\n // Masks\\n float diamond = max(abs(SQRT_2 / 2.0 * (P.x - P.y)), abs(SQRT_2 / 2.0 * (P.x + P.y))) - size / (2.0 * SQRT_2);\\n float square = max(abs(P.x), abs(P.y)) - size / (2.0 * SQRT_2);\\n // Shapes\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n float cross = min(abs(P.x), abs(P.y)) - size / 100.0; // bit of \"width\" for aa\\n // Result is union of masked shapes\\n return min(max(X, diamond), max(cross, square));\\n}\\n#endif\\n\\n#ifdef USE_CIRCLE\\n// circle\\nfloat marker(vec2 P, float size)\\n{\\n return length(P) - size/2.0;\\n}\\n#endif\\n\\n#ifdef USE_SQUARE\\n// square\\nfloat marker(vec2 P, float size)\\n{\\n return max(abs(P.x), abs(P.y)) - size/2.0;\\n}\\n#endif\\n\\n#ifdef USE_DIAMOND\\n// diamond\\nfloat marker(vec2 P, float size)\\n{\\n float x = SQRT_2 / 2.0 * (P.x * 1.5 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.5 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / (2.0 * SQRT_2);\\n return r1 / SQRT_2;\\n}\\n#endif\\n\\n#ifdef USE_HEX\\n// hex\\nfloat marker(vec2 P, float size)\\n{\\n vec2 q = abs(P);\\n return max(q.y * 0.57735 + q.x - 1.0 * size/2.0, q.y - 0.866 * size/2.0);\\n}\\n#endif\\n\\n#ifdef USE_STAR\\n// star\\n// https://iquilezles.org/www/articles/distfunctions2d/distfunctions2d.htm\\nfloat marker(vec2 P, float size)\\n{\\n float bn = mod(atan(P.x, -P.y), 2.0*IN_ANGLE) - IN_ANGLE;\\n P = length(P)*vec2(cos(bn), abs(sin(bn)));\\n P -= size*vec2(COS_A, SIN_A)/2.;\\n P += vec2(COS_B, SIN_B)*clamp(-(P.x*COS_B + P.y*SIN_B), 0.0, size*SIN_A/SIN_B/2.);\\n\\n return length(P)*sign(P.x);\\n}\\n#endif\\n\\n#ifdef USE_TRIANGLE\\n// triangle\\nfloat marker(vec2 P, float size)\\n{\\n P.y -= size * 0.3;\\n float x = SQRT_2 / 2.0 * (P.x * 1.7 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.7 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / 1.6;\\n float r2 = P.y;\\n return max(r1 / SQRT_2, r2); // Intersect diamond with rectangle\\n}\\n#endif\\n\\n#ifdef USE_INVERTED_TRIANGLE\\n// inverted_triangle\\nfloat marker(vec2 P, float size)\\n{\\n P.y += size * 0.3;\\n float x = SQRT_2 / 2.0 * (P.x * 1.7 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.7 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / 1.6;\\n float r2 = - P.y;\\n return max(r1 / SQRT_2, r2); // Intersect diamond with rectangle\\n}\\n#endif\\n\\n#ifdef USE_CROSS\\n// cross\\nfloat marker(vec2 P, float size)\\n{\\n float square = max(abs(P.x), abs(P.y)) - size / 2.5; // 2.5 is a tweak\\n float cross = min(abs(P.x), abs(P.y)) - size / 100.0; // bit of \"width\" for aa\\n return max(square, cross);\\n}\\n#endif\\n\\n#ifdef USE_CIRCLE_CROSS\\n// circle_cross\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float circle = length(P) - size/2.0;\\n float c1 = max(circle, s1);\\n float c2 = max(circle, s2);\\n float c3 = max(circle, s3);\\n float c4 = max(circle, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n#endif\\n\\n#ifdef USE_SQUARE_CROSS\\n// square_cross\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float square = max(abs(P.x), abs(P.y)) - size/2.0;\\n float c1 = max(square, s1);\\n float c2 = max(square, s2);\\n float c3 = max(square, s3);\\n float c4 = max(square, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n#endif\\n\\n#ifdef USE_DIAMOND_CROSS\\n// diamond_cross\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float x = SQRT_2 / 2.0 * (P.x * 1.5 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.5 + P.y);\\n float diamond = max(abs(x), abs(y)) - size / (2.0 * SQRT_2);\\n diamond /= SQRT_2;\\n float c1 = max(diamond, s1);\\n float c2 = max(diamond, s2);\\n float c3 = max(diamond, s3);\\n float c4 = max(diamond, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n#endif\\n\\n#ifdef USE_X\\n// x\\nfloat marker(vec2 P, float size)\\n{\\n float circle = length(P) - size / 1.6;\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n return max(circle, X);\\n}\\n#endif\\n\\n#ifdef USE_CIRCLE_X\\n// circle_x\\nfloat marker(vec2 P, float size)\\n{\\n float x = P.x - P.y;\\n float y = P.x + P.y;\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(x - qs), abs(y - qs)) - qs;\\n float s2 = max(abs(x + qs), abs(y - qs)) - qs;\\n float s3 = max(abs(x - qs), abs(y + qs)) - qs;\\n float s4 = max(abs(x + qs), abs(y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float circle = length(P) - size/2.0;\\n float c1 = max(circle, s1);\\n float c2 = max(circle, s2);\\n float c3 = max(circle, s3);\\n float c4 = max(circle, s4);\\n // Union\\n float almost = min(min(min(c1, c2), c3), c4);\\n // In this case, the X is also outside of the main shape\\n float Xmask = length(P) - size / 1.6; // a circle\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n return min(max(X, Xmask), almost);\\n}\\n#endif\\n\\n#ifdef USE_SQUARE_X\\n// square_x\\nfloat marker(vec2 P, float size)\\n{\\n float x = P.x - P.y;\\n float y = P.x + P.y;\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(x - qs), abs(y - qs)) - qs;\\n float s2 = max(abs(x + qs), abs(y - qs)) - qs;\\n float s3 = max(abs(x - qs), abs(y + qs)) - qs;\\n float s4 = max(abs(x + qs), abs(y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float square = max(abs(P.x), abs(P.y)) - size/2.0;\\n float c1 = max(square, s1);\\n float c2 = max(square, s2);\\n float c3 = max(square, s3);\\n float c4 = max(square, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n#endif\\n\\nvec4 outline(float distance, float linewidth, float antialias, vec4 fg_color, vec4 bg_color)\\n{\\n vec4 frag_color;\\n float t = linewidth/2.0 - antialias;\\n float signed_distance = distance;\\n float border_distance = abs(signed_distance) - t;\\n float alpha = border_distance/antialias;\\n alpha = exp(-alpha*alpha);\\n\\n // If fg alpha is zero, it probably means no outline. To avoid a dark outline\\n // shining through due to aa, we set the fg color to the bg color. Avoid if (i.e. branching).\\n float select = float(bool(fg_color.a));\\n fg_color.rgb = select * fg_color.rgb + (1.0 - select) * bg_color.rgb;\\n // Similarly, if we want a transparent bg\\n select = float(bool(bg_color.a));\\n bg_color.rgb = select * bg_color.rgb + (1.0 - select) * fg_color.rgb;\\n\\n if( border_distance < 0.0)\\n frag_color = fg_color;\\n else if( signed_distance < 0.0 ) {\\n frag_color = mix(bg_color, fg_color, sqrt(alpha));\\n } else {\\n if( abs(signed_distance) < (linewidth/2.0 + antialias) ) {\\n frag_color = vec4(fg_color.rgb, fg_color.a * alpha);\\n } else {\\n discard;\\n }\\n }\\n return frag_color;\\n}\\n\\nvoid main()\\n{\\n vec2 P = gl_PointCoord.xy - vec2(0.5, 0.5);\\n P = vec2(v_rotation.x*P.x - v_rotation.y*P.y,\\n v_rotation.y*P.x + v_rotation.x*P.y);\\n float point_size = SQRT_2*v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\\n float distance = marker(P*point_size, v_size);\\n gl_FragColor = outline(distance, v_linewidth, u_antialias, v_fg_color, v_bg_color);\\n}\\n'},\n", " function _(e,l,i,s,t){s();const _=e(287);class p extends _.EllipseOvalView{}i.EllipseView=p,p.__name__=\"EllipseView\";class n extends _.EllipseOval{constructor(e){super(e)}static init_Ellipse(){this.prototype.default_view=p}}i.Ellipse=n,n.__name__=\"Ellipse\",n.init_Ellipse()},\n", " function _(t,s,i,e,h){e();const r=t(1),a=t(288),n=r.__importStar(t(107)),l=t(24),o=t(59),_=r.__importStar(t(18));class d extends a.CenterRotatableView{_map_data(){\"data\"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,\"center\"):this.sw=l.to_screen(this.width),\"data\"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,\"center\"):this.sh=l.to_screen(this.height)}_render(t,s,i){const{sx:e,sy:h,sw:r,sh:a,angle:n}=null!=i?i:this;for(const i of s){const s=e[i],l=h[i],o=r[i],_=a[i],d=n.get(i);isNaN(s+l+o+_+d)||(t.beginPath(),t.ellipse(s,l,o/2,_/2,d,0,2*Math.PI),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,i),t.fill()),this.visuals.hatch.doit&&(this.visuals.hatch.set_vectorize(t,i),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,i),t.stroke()))}}_hit_point(t){let s,i,e,h,r,a,l,_,d;const{sx:c,sy:w}=t,x=this.renderer.xscale.invert(c),p=this.renderer.yscale.invert(w);\"data\"==this.model.properties.width.units?(s=x-this.max_width,i=x+this.max_width):(a=c-this.max_width,l=c+this.max_width,[s,i]=this.renderer.xscale.r_invert(a,l)),\"data\"==this.model.properties.height.units?(e=p-this.max_height,h=p+this.max_height):(_=w-this.max_height,d=w+this.max_height,[e,h]=this.renderer.yscale.r_invert(_,d));const m=this.index.indices({x0:s,x1:i,y0:e,y1:h}),v=[];for(const t of m)r=n.point_in_ellipse(c,w,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),r&&v.push(t);return new o.Selection({indices:v})}draw_legend_for_index(t,{x0:s,y0:i,x1:e,y1:h},r){const a=r+1,n=new Array(a);n[r]=(s+e)/2;const l=new Array(a);l[r]=(i+h)/2;const o=this.sw[r]/this.sh[r],d=.8*Math.min(Math.abs(e-s),Math.abs(h-i)),c=new Array(a),w=new Array(a);o>1?(c[r]=d,w[r]=d/o):(c[r]=d*o,w[r]=d);const x=new _.UniformScalar(0,a);this._render(t,[r],{sx:n,sy:l,sw:c,sh:w,angle:x})}}i.EllipseOvalView=d,d.__name__=\"EllipseOvalView\";class c extends a.CenterRotatable{constructor(t){super(t)}}i.EllipseOval=c,c.__name__=\"EllipseOval\"},\n", " function _(t,e,i,a,n){a();const s=t(1),h=t(64),r=t(48),o=s.__importStar(t(18));class _ extends h.XYGlyphView{get max_w2(){return\"data\"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return\"data\"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:t,x1:e,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:t-n,x1:e+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=_,_.__name__=\"CenterRotatableView\";class l extends h.XYGlyph{constructor(t){super(t)}static init_CenterRotatable(){this.mixins([r.LineVector,r.FillVector,r.HatchVector]),this.define((({})=>({angle:[o.AngleSpec,0],width:[o.DistanceSpec,{field:\"width\"}],height:[o.DistanceSpec,{field:\"height\"}]})))}}i.CenterRotatable=l,l.__name__=\"CenterRotatable\",l.init_CenterRotatable()},\n", " function _(t,e,s,i,h){i();const r=t(1),a=t(290),n=t(24),_=r.__importStar(t(18));class o extends a.BoxView{scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],h=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+h,i-h]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,\"center\"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new n.ScreenArray(t),this.sbottom=new n.ScreenArray(t);for(let e=0;e({left:[_.XCoordinateSpec,{value:0}],y:[_.YCoordinateSpec,{field:\"y\"}],height:[_.NumberSpec,{value:1}],right:[_.XCoordinateSpec,{field:\"right\"}]})))}}s.HBar=c,c.__name__=\"HBar\",c.init_HBar()},\n", " function _(t,e,s,i,r){i();const n=t(48),o=t(98),a=t(106),h=t(59);class c extends o.GlyphView{get_anchor_point(t,e,s){const i=Math.min(this.sleft[e],this.sright[e]),r=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),o=Math.max(this.sbottom[e],this.stop[e]);switch(t){case\"top_left\":return{x:i,y:n};case\"top\":case\"top_center\":return{x:(i+r)/2,y:n};case\"top_right\":return{x:r,y:n};case\"bottom_left\":return{x:i,y:o};case\"bottom\":case\"bottom_center\":return{x:(i+r)/2,y:o};case\"bottom_right\":return{x:r,y:o};case\"left\":case\"center_left\":return{x:i,y:(n+o)/2};case\"center\":case\"center_center\":return{x:(i+r)/2,y:(n+o)/2};case\"right\":case\"center_right\":return{x:r,y:(n+o)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:i}=this;for(let r=0;r({r:[c.NumberSpec,{field:\"r\"}],q:[c.NumberSpec,{field:\"q\"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[h.HexTileOrientation,\"pointytop\"]}))),this.override({line_color:null})}}s.HexTile=y,y.__name__=\"HexTile\",y.init_HexTile()},\n", " function _(e,a,t,_,s){_();const i=e(293),n=e(203),r=e(214);class o extends i.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=o,o.__name__=\"ImageView\";class m extends i.ImageBase{constructor(e){super(e)}static init_Image(){this.prototype.default_view=o,this.define((({Ref:e})=>({color_mapper:[e(n.ColorMapper),()=>new r.LinearColorMapper({palette:[\"#000000\",\"#252525\",\"#525252\",\"#737373\",\"#969696\",\"#bdbdbd\",\"#d9d9d9\",\"#f0f0f0\",\"#ffffff\"]})]})))}}t.Image=m,m.__name__=\"Image\",m.init_Image()},\n", " function _(e,t,i,s,a){s();const h=e(1),n=e(64),r=e(24),_=h.__importStar(e(18)),d=e(59),l=e(9),g=e(29),o=e(11);class c extends n.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r}=null!=i?i:this,_=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1),e.globalAlpha=this.model.global_alpha;for(const i of t){const t=s[i],_=a[i],d=h[i],l=n[i],g=r[i];if(null==t||isNaN(_+d+l+g))continue;const o=d;e.translate(0,o),e.scale(1,-1),e.translate(0,-o),e.drawImage(t,0|_,0|d,l,g),e.translate(0,o),e.scale(1,-1),e.translate(0,-o)}e.setImageSmoothingEnabled(_)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t({image:[_.NDArraySpec,{field:\"image\"}],dw:[_.DistanceSpec,{field:\"dw\"}],dh:[_.DistanceSpec,{field:\"dh\"}],dilate:[e,!1],global_alpha:[t,1]})))}}i.ImageBase=m,m.__name__=\"ImageBase\",m.init_ImageBase()},\n", " function _(e,a,t,_,i){_();const n=e(293),s=e(8);class r extends n.ImageBaseView{_flat_img_to_buf8(e){let a;return a=s.isArray(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=r,r.__name__=\"ImageRGBAView\";class m extends n.ImageBase{constructor(e){super(e)}static init_ImageRGBA(){this.prototype.default_view=r}}t.ImageRGBA=m,m.__name__=\"ImageRGBA\",m.init_ImageRGBA()},\n", " function _(e,t,s,r,a){r();const i=e(1),n=e(64),o=e(24),c=e(20),_=i.__importStar(e(18)),h=e(12),l=e(296);class d extends n.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a=\"data\"==this.model.properties.w.units,i=\"data\"==this.model.properties.h.units,n=this._x.length,c=new o.ScreenArray(a?2*n:n),_=new o.ScreenArray(i?2*n:n),{anchor:d}=this.model;function m(e,t){switch(d){case\"top_left\":case\"bottom_left\":case\"left\":case\"center_left\":return[e,e+t];case\"top\":case\"top_center\":case\"bottom\":case\"bottom_center\":case\"center\":case\"center_center\":return[e-t/2,e+t/2];case\"top_right\":case\"bottom_right\":case\"right\":case\"center_right\":return[e-t,e]}}function g(e,t){switch(d){case\"top_left\":case\"top\":case\"top_center\":case\"top_right\":return[e,e-t];case\"bottom_left\":case\"bottom\":case\"bottom_center\":case\"bottom_right\":return[e+t,e];case\"left\":case\"center_left\":case\"center\":case\"center_center\":case\"right\":case\"center_right\":return[e+t/2,e-t/2]}}if(a)for(let e=0;e({url:[_.StringSpec,{field:\"url\"}],anchor:[c.Anchor,\"top_left\"],global_alpha:[s,1],angle:[_.AngleSpec,0],w:[_.NullDistanceSpec,null],h:[_.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))}}s.ImageURL=m,m.__name__=\"ImageURL\",m.init_ImageURL()},\n", " function _(i,e,t,s,o){s();const a=i(19);class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin=\"anonymous\";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error(\"not loaded yet\")}}t.ImageLoader=n,n.__name__=\"ImageLoader\"},\n", " function _(t,s,e,i,n){i();const o=t(1),l=t(101),r=t(98),h=t(106),_=t(12),a=t(12),c=t(48),d=o.__importStar(t(107)),x=o.__importStar(t(18)),y=t(59),f=t(11);class g extends r.GlyphView{_project_data(){}_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n1&&c.length>1)for(let e=1,i=n.length;e1){let l=!1;for(let t=1;t({xs:[x.XCoordinateSeqSeqSeqSpec,{field:\"xs\"}],ys:[x.YCoordinateSeqSeqSeqSpec,{field:\"ys\"}]}))),this.mixins([c.LineVector,c.FillVector,c.HatchVector])}}e.MultiPolygons=p,p.__name__=\"MultiPolygons\",p.init_MultiPolygons()},\n", " function _(a,t,e,l,s){l();const _=a(287),i=a(12);class n extends _.EllipseOvalView{_map_data(){super._map_data(),i.mul(this.sw,.75)}}e.OvalView=n,n.__name__=\"OvalView\";class v extends _.EllipseOval{constructor(a){super(a)}static init_Oval(){this.prototype.default_view=n}}e.Oval=v,v.__name__=\"Oval\",v.init_Oval()},\n", " function _(t,e,i,o,s){o();const r=t(1),_=t(290),d=r.__importStar(t(18));class n extends _.BoxView{scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=n,n.__name__=\"QuadView\";class a extends _.Box{constructor(t){super(t)}static init_Quad(){this.prototype.default_view=n,this.define((({})=>({right:[d.XCoordinateSpec,{field:\"right\"}],bottom:[d.YCoordinateSpec,{field:\"bottom\"}],left:[d.XCoordinateSpec,{field:\"left\"}],top:[d.YCoordinateSpec,{field:\"top\"}]})))}}i.Quad=a,a.__name__=\"Quad\",a.init_Quad()},\n", " function _(e,t,i,s,n){s();const a=e(1),c=e(48),o=e(65),r=e(98),_=e(106),d=a.__importStar(e(18));function l(e,t,i){if(t==(e+i)/2)return[e,i];{const s=(e-t)/(e-2*t+i),n=e*(1-s)**2+2*t*(1-s)*s+i*s**2;return[Math.min(e,i,n),Math.max(e,i,n)]}}class x extends r.GlyphView{_project_data(){o.inplace.project_xy(this._x0,this._y0),o.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:s,_y1:n,_cx:a,_cy:c,data_size:o}=this;for(let r=0;r({x0:[d.XCoordinateSpec,{field:\"x0\"}],y0:[d.YCoordinateSpec,{field:\"y0\"}],x1:[d.XCoordinateSpec,{field:\"x1\"}],y1:[d.YCoordinateSpec,{field:\"y1\"}],cx:[d.XCoordinateSpec,{field:\"cx\"}],cy:[d.YCoordinateSpec,{field:\"cy\"}]}))),this.mixins(c.LineVector)}}i.Quadratic=y,y.__name__=\"Quadratic\",y.init_Quadratic()},\n", " function _(e,t,s,i,n){i();const a=e(1),l=e(64),h=e(106),r=e(48),o=e(24),_=a.__importStar(e(18));class c extends l.XYGlyphView{_map_data(){\"data\"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=o.to_screen(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e({length:[_.DistanceSpec,0],angle:[_.AngleSpec,0]})))}}s.Ray=g,g.__name__=\"Ray\",g.init_Ray()},\n", " function _(t,s,e,i,h){i();const r=t(288),n=t(106),a=t(24),o=t(12),l=t(59);class _ extends r.CenterRotatableView{_map_data(){if(\"data\"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=a.to_screen(this.width);const t=this.sx.length;this.sx0=new a.ScreenArray(t);for(let s=0;s({dilate:[t,!1]})))}}e.Rect=c,c.__name__=\"Rect\",c.init_Rect()},\n", " function _(e,t,r,s,i){s();const a=e(1),n=e(304),_=e(305),l=e(283),c=a.__importStar(e(18));class o extends n.MarkerView{_init_webgl(){const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e){const t=new Set(this.marker);if(1==t.size){const[r]=[...t];if(l.MarkerGL.is_supported(r)){const{glglyph:t}=this;if(null==t||t.marker_type!=r)return void(this.glglyph=new l.MarkerGL(e.gl,this,r))}}}delete this.glglyph}_set_data(e){super._set_data(e),this._init_webgl()}_render(e,t,r){const{sx:s,sy:i,size:a,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=s[r],c=i[r],o=a.get(r),g=n.get(r),h=l.get(r);if(isNaN(t+c+o+g)||null==h)continue;const d=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[h](e,r,d,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:s,y1:i},a){const n=a+1,_=this.marker.get(a),l=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:s,y1:i},a)),{marker:new c.UniformScalar(_,n)});this._render(e,[a],l)}}r.ScatterView=o,o.__name__=\"ScatterView\";class g extends n.Marker{constructor(e){super(e)}static init_Scatter(){this.prototype.default_view=o,this.define((()=>({marker:[c.MarkerSpec,{value:\"circle\"}]})))}}r.Scatter=g,g.__name__=\"Scatter\",g.init_Scatter()},\n", " function _(e,t,s,i,n){i();const r=e(1),a=e(64),c=e(48),_=r.__importStar(e(107)),o=r.__importStar(e(18)),h=e(9),l=e(59);class x extends a.XYGlyphView{_render(e,t,s){const{sx:i,sy:n,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=i[s],c=n[s],_=r.get(s),o=a.get(s);if(isNaN(t+c+_+o))continue;const h=_/2;e.beginPath(),e.translate(t,c),o&&e.rotate(o),this._render_one(e,s,h,this.visuals),o&&e.rotate(-o),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),i=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:i.start,y1:i.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:i}=this,{hit_dilation:n}=this.model,r=t-i*n,a=t+i*n,[c,_]=this.renderer.xscale.r_invert(r,a),o=s-i*n,h=s+i*n,[x,d]=this.renderer.yscale.r_invert(o,h),y=this.index.indices({x0:c,x1:_,y0:x,y1:d}),g=[];for(const e of y){const i=this.size.get(e)/2*n;Math.abs(this.sx[e]-t)<=i&&Math.abs(this.sy[e]-s)<=i&&g.push(e)}return new l.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,i=this.bounds(),n=this.max_size/2;let r,a,c,_;if(\"h\"==e.direction){c=i.y0,_=i.y1;const e=t-n,s=t+n;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=i.x0,a=i.x1;const e=s-n,t=s+n;[c,_]=this.renderer.yscale.r_invert(e,t)}const o=[...this.index.indices({x0:r,x1:a,y0:c,y1:_})];return new l.Selection({indices:o})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,_]=this.renderer.yscale.r_invert(i,n),o=[...this.index.indices({x0:r,x1:a,y0:c,y1:_})];return new l.Selection({indices:o})}_hit_poly(e){const{sx:t,sy:s}=e,i=h.range(0,this.sx.length),n=[];for(let e=0,r=i.length;e({size:[o.ScreenDistanceSpec,{value:4}],angle:[o.AngleSpec,0],hit_dilation:[e,1]})))}}s.Marker=d,d.__name__=\"Marker\",d.init_Marker()},\n", " function _(t,e,i,o,l){o();const n=Math.sqrt(3),c=Math.sqrt(5),r=(c+1)/4,s=Math.sqrt((5-c)/8),f=(c-1)/4,a=Math.sqrt((5+c)/8);function h(t,e){t.rotate(Math.PI/4),d(t,e),t.rotate(-Math.PI/4)}function v(t,e){const i=e*n,o=i/3;t.moveTo(-i/2,-o),t.lineTo(0,0),t.lineTo(i/2,-o),t.lineTo(0,0),t.lineTo(0,e)}function d(t,e){t.moveTo(0,e),t.lineTo(0,-e),t.moveTo(-e,0),t.lineTo(e,0)}function _(t,e){t.moveTo(0,e),t.lineTo(e/1.5,0),t.lineTo(0,-e),t.lineTo(-e/1.5,0),t.closePath()}function u(t,e){const i=e*n,o=i/3;t.moveTo(-e,o),t.lineTo(e,o),t.lineTo(0,o-i),t.closePath()}function z(t,e,i,o){t.arc(0,0,i,0,2*Math.PI,!1),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())}function T(t,e,i,o){_(t,i),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())}function k(t,e,i,o){!function(t,e){t.beginPath(),t.arc(0,0,e/4,0,2*Math.PI,!1),t.closePath()}(t,i),o.line.set_vectorize(t,e),t.fillStyle=t.strokeStyle,t.fill()}function P(t,e,i,o){!function(t,e){const i=e/2,o=n*i;t.moveTo(e,0),t.lineTo(i,-o),t.lineTo(-i,-o),t.lineTo(-e,0),t.lineTo(-i,o),t.lineTo(i,o),t.closePath()}(t,i),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())}function m(t,e,i,o){const l=2*i;t.rect(-i,-i,l,l),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())}function q(t,e,i,o){!function(t,e){const i=Math.sqrt(5-2*c)*e;t.moveTo(0,-e),t.lineTo(i*f,i*a-e),t.lineTo(i*(1+f),i*a-e),t.lineTo(i*(1+f-r),i*(a+s)-e),t.lineTo(i*(1+2*f-r),i*(2*a+s)-e),t.lineTo(0,2*i*a-e),t.lineTo(-i*(1+2*f-r),i*(2*a+s)-e),t.lineTo(-i*(1+f-r),i*(a+s)-e),t.lineTo(-i*(1+f),i*a-e),t.lineTo(-i*f,i*a-e),t.closePath()}(t,i),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())}function M(t,e,i,o){u(t,i),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())}i.marker_funcs={asterisk:function(t,e,i,o){d(t,i),h(t,i),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},circle:z,circle_cross:function(t,e,i,o){t.arc(0,0,i,0,2*Math.PI,!1),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),d(t,i),t.stroke())},circle_dot:function(t,e,i,o){z(t,e,i,o),k(t,e,i,o)},circle_y:function(t,e,i,o){t.arc(0,0,i,0,2*Math.PI,!1),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),v(t,i),t.stroke())},circle_x:function(t,e,i,o){t.arc(0,0,i,0,2*Math.PI,!1),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),h(t,i),t.stroke())},cross:function(t,e,i,o){d(t,i),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},diamond:T,diamond_dot:function(t,e,i,o){T(t,e,i,o),k(t,e,i,o)},diamond_cross:function(t,e,i,o){_(t,i),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.moveTo(0,i),t.lineTo(0,-i),t.moveTo(-i/1.5,0),t.lineTo(i/1.5,0),t.stroke())},dot:k,hex:P,hex_dot:function(t,e,i,o){P(t,e,i,o),k(t,e,i,o)},inverted_triangle:function(t,e,i,o){t.rotate(Math.PI),u(t,i),t.rotate(-Math.PI),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},plus:function(t,e,i,o){const l=3*i/8,n=[l,l,i,i,l,l,-l,-l,-i,-i,-l,-l],c=[i,l,l,-l,-l,-i,-i,-l,-l,l,l,i];t.beginPath();for(let e=0;e<12;e++)t.lineTo(n[e],c[e]);t.closePath(),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},square:m,square_cross:function(t,e,i,o){const l=2*i;t.rect(-i,-i,l,l),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),d(t,i),t.stroke())},square_dot:function(t,e,i,o){m(t,e,i,o),k(t,e,i,o)},square_pin:function(t,e,i,o){const l=3*i/8;t.moveTo(-i,-i),t.quadraticCurveTo(0,-l,i,-i),t.quadraticCurveTo(l,0,i,i),t.quadraticCurveTo(0,l,-i,i),t.quadraticCurveTo(-l,0,-i,-i),t.closePath(),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},square_x:function(t,e,i,o){const l=2*i;t.rect(-i,-i,l,l),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.moveTo(-i,i),t.lineTo(i,-i),t.moveTo(-i,-i),t.lineTo(i,i),t.stroke())},star:q,star_dot:function(t,e,i,o){q(t,e,i,o),k(t,e,i,o)},triangle:M,triangle_dot:function(t,e,i,o){M(t,e,i,o),k(t,e,i,o)},triangle_pin:function(t,e,i,o){const l=i*n,c=l/3,r=3*c/8;t.moveTo(-i,c),t.quadraticCurveTo(0,r,i,c),t.quadraticCurveTo(n*r/2,r/2,0,c-l),t.quadraticCurveTo(-n*r/2,r/2,-i,c),t.closePath(),o.fill.doit&&(o.fill.set_vectorize(t,e),t.fill()),o.hatch.doit&&(o.hatch.set_vectorize(t,e),t.fill()),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},dash:function(t,e,i,o){!function(t,e){t.moveTo(-e,0),t.lineTo(e,0)}(t,i),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},x:function(t,e,i,o){h(t,i),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())},y:function(t,e,i,o){v(t,i),o.line.doit&&(o.line.set_vectorize(t,e),t.stroke())}}},\n", " function _(e,t,s,i,n){i();const r=e(1),_=r.__importStar(e(107)),o=r.__importStar(e(18)),h=e(48),a=e(65),c=e(98),d=e(106),x=e(59);class y extends c.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:_,data_size:o}=this;for(let h=0;h({x0:[o.XCoordinateSpec,{field:\"x0\"}],y0:[o.YCoordinateSpec,{field:\"y0\"}],x1:[o.XCoordinateSpec,{field:\"x1\"}],y1:[o.YCoordinateSpec,{field:\"y1\"}]}))),this.mixins(h.LineVector)}}s.Segment=l,l.__name__=\"Segment\",l.init_Segment()},\n", " function _(t,e,s,i,n){i();const _=t(1),l=t(64),o=_.__importStar(t(48)),a=t(308);class c extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=a.catmullrom_spline(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;this.visuals.line.set_value(t);const _=i.length;for(let e=0;e<_;e++)0!=e?isNaN(i[e])||isNaN(n[e])?(t.stroke(),t.beginPath()):t.lineTo(i[e],n[e]):(t.beginPath(),t.moveTo(i[e],n[e]));t.stroke()}}s.SplineView=c,c.__name__=\"SplineView\";class h extends l.XYGlyph{constructor(t){super(t)}static init_Spline(){this.prototype.default_view=c,this.mixins(o.LineScalar),this.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))}}s.Spline=h,h.__name__=\"Spline\",h.init_Spline()},\n", " function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){l.assert(n.length==t.length);const r=n.length,f=s?r+1:r,w=c.infer_type(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n1&&(e.stroke(),o=!1)}o?(e.lineTo(t,a),e.lineTo(r,_)):(e.beginPath(),e.moveTo(n[i],s[i]),o=!0),l=i}e.lineTo(n[r-1],s[r-1]),e.stroke()}}draw_legend_for_index(e,t,i){r.generic_line_scalar_legend(this.visuals,e,t)}}i.StepView=c,c.__name__=\"StepView\";class d extends l.XYGlyph{constructor(e){super(e)}static init_Step(){this.prototype.default_view=c,this.mixins(a.LineScalar),this.define((()=>({mode:[_.StepMode,\"before\"]})))}}i.Step=d,d.__name__=\"Step\",d.init_Step()},\n", " function _(t,e,s,i,n){i();const o=t(1),_=t(64),h=t(48),l=o.__importStar(t(107)),r=o.__importStar(t(18)),a=t(143),c=t(11),x=t(59);class u extends _.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],c=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(!isNaN(c+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(c+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=a.font_metrics(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf(\"\\n\")){t.fillText(i,0,0);const s=c+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split(\"\\n\"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case\"top\":l=0;break;case\"middle\":l=-o/2+_/2;break;case\"bottom\":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=c+u,n=l+x+f,o=t.measureText(s).width,[h,a]=this._text_bounds(i,n,o,_);e.push(h),r.push(a),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t({text:[r.NullStringSpec,{field:\"text\"}],angle:[r.AngleSpec,0],x_offset:[r.NumberSpec,0],y_offset:[r.NumberSpec,0]})))}}s.Text=f,f.__name__=\"Text\",f.init_Text()},\n", " function _(t,s,e,i,r){i();const h=t(1),o=t(290),a=t(24),n=h.__importStar(t(18));class _ extends o.BoxView{scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const s=this.width.get(t)/2,e=this._x[t],i=this._top[t],r=this._bottom[t];return[e-s,e+s,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,\"center\"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new a.ScreenArray(t),this.sright=new a.ScreenArray(t);for(let s=0;s({x:[n.XCoordinateSpec,{field:\"x\"}],bottom:[n.YCoordinateSpec,{value:0}],width:[n.NumberSpec,{value:1}],top:[n.YCoordinateSpec,{field:\"top\"}]})))}}e.VBar=c,c.__name__=\"VBar\",c.init_VBar()},\n", " function _(e,t,s,i,n){i();const r=e(1),a=e(64),l=e(106),c=e(48),d=e(24),h=e(20),o=r.__importStar(e(18)),_=e(10),u=e(59);class g extends a.XYGlyphView{_map_data(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=d.to_screen(this.radius)}_render(e,t,s){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:l}=null!=s?s:this,c=\"anticlock\"==this.model.direction;for(const s of t){const t=i[s],d=n[s],h=r[s],o=a.get(s),_=l.get(s);isNaN(t+d+h+o+_)||(e.beginPath(),e.arc(t,d,h,o,_,c),e.lineTo(t,d),e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,s),e.fill()),this.visuals.hatch.doit&&(this.visuals.hatch.set_vectorize(e,s),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,s),e.stroke()))}}_hit_point(e){let t,s,i,n,r,a,l,c,d;const{sx:h,sy:o}=e,g=this.renderer.xscale.invert(h),p=this.renderer.yscale.invert(o),x=2*this.max_radius;\"data\"===this.model.properties.radius.units?(a=g-x,l=g+x,c=p-x,d=p+x):(s=h-x,i=h+x,[a,l]=this.renderer.xscale.r_invert(s,i),n=o-x,r=o+x,[c,d]=this.renderer.yscale.r_invert(n,r));const f=[];for(const e of this.index.indices({x0:a,x1:l,y0:c,y1:d})){const a=this.sradius[e]**2;[s,i]=this.renderer.xscale.r_compute(g,this._x[e]),[n,r]=this.renderer.yscale.r_compute(p,this._y[e]),t=(s-i)**2+(n-r)**2,t<=a&&f.push(e)}const v=\"anticlock\"==this.model.direction,y=[];for(const e of f){const t=Math.atan2(o-this.sy[e],h-this.sx[e]);_.angle_between(-t,-this.start_angle.get(e),-this.end_angle.get(e),v)&&y.push(e)}return new u.Selection({indices:y})}draw_legend_for_index(e,t,s){l.generic_area_vector_legend(this.visuals,e,t,s)}scenterxy(e){const t=this.sradius[e]/2,s=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+t*Math.cos(s),this.sy[e]+t*Math.sin(s)]}}s.WedgeView=g,g.__name__=\"WedgeView\";class p extends a.XYGlyph{constructor(e){super(e)}static init_Wedge(){this.prototype.default_view=g,this.mixins([c.LineVector,c.FillVector,c.HatchVector]),this.define((({})=>({direction:[h.Direction,\"anticlock\"],radius:[o.DistanceSpec,{field:\"radius\"}],start_angle:[o.AngleSpec,{field:\"start_angle\"}],end_angle:[o.AngleSpec,{field:\"end_angle\"}]})))}}s.Wedge=p,p.__name__=\"Wedge\",p.init_Wedge()},\n", " function _(t,_,r,o,a){o();const e=t(1);e.__exportStar(t(126),r),e.__exportStar(t(125),r),e.__exportStar(t(314),r)},\n", " function _(t,a,o,r,e){r();const n=t(125);class l extends n.LayoutProvider{constructor(t){super(t)}static init_StaticLayoutProvider(){this.define((({Number:t,Tuple:a,Dict:o})=>({graph_layout:[o(a(t,t)),{}]})))}get_node_coordinates(t){var a;const o=null!==(a=t.data.index)&&void 0!==a?a:[],r=o.length,e=new Float64Array(r),n=new Float64Array(r);for(let t=0;tthis.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,t]=this.grid_coords(\"major\",!1);for(let s=0;st[1]&&(n=t[1]);else{[s,n]=t;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,n]=i.computed_bounds)}return[s,n]}grid_coords(i,e=!0){const t=this.model.dimension,s=(t+1)%2,[n,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const l=[[],[]],_=this.model.get_ticker();if(null==_)return l;const a=_.get_ticks(o,d,n,r.min)[i],h=n.min,u=n.max,c=r.min,m=r.max;e||(a[0]!=h&&a.splice(0,0,h),a[a.length-1]!=u&&a.push(u));for(let i=0;i({bounds:[r(n(i,i),e),\"auto\"],dimension:[t(0,1),0],axis:[d(s(o.Axis)),null],ticker:[d(s(l.Ticker)),null]}))),this.override({level:\"underlay\",band_fill_color:null,band_fill_alpha:0,grid_line_color:\"#e5e5e5\",minor_grid_line_color:null})}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}t.Grid=u,u.__name__=\"Grid\",u.init_Grid()},\n", " function _(o,a,x,B,e){B(),e(\"Box\",o(318).Box),e(\"Column\",o(320).Column),e(\"GridBox\",o(321).GridBox),e(\"HTMLBox\",o(322).HTMLBox),e(\"LayoutDOM\",o(319).LayoutDOM),e(\"Panel\",o(323).Panel),e(\"Row\",o(324).Row),e(\"Spacer\",o(325).Spacer),e(\"Tabs\",o(326).Tabs),e(\"WidgetBox\",o(329).WidgetBox)},\n", " function _(e,n,i,t,s){t();const o=e(319);class c extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}i.BoxView=c,c.__name__=\"BoxView\";class r extends o.LayoutDOM{constructor(e){super(e)}static init_Box(){this.define((({Number:e,Array:n,Ref:i})=>({children:[n(i(o.LayoutDOM)),[]],spacing:[e,0]})))}}i.Box=r,r.__name__=\"Box\",r.init_Box()},\n", " function _(t,i,e,s,o){s();const l=t(53),n=t(20),h=t(43),a=t(19),r=t(8),_=t(22),d=t(143),c=t(122),u=t(240),m=t(221),p=t(44),g=t(249);class f extends u.DOMView{constructor(){super(...arguments),this._idle_notified=!1,this._offset_parent=null,this._viewport={}}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=d.parse_css_font_size(t);if(null!=i){const{value:t,unit:e}=i;if(\"px\"==e)return t}return 13}initialize(){super.initialize(),this.el.style.position=this.is_root?\"relative\":\"absolute\",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener(\"resize\",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener(\"resize\",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await c.build_views(this._child_views,this.child_models,{parent:this})}render(){super.render(),h.empty(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?_.color2css(t):\"\",h.classes(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?\"block\":\"none\";const t=this.is_root?this.layout.sizing.margin:void 0;h.position(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build()}build(){return this.assert_root(),this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),a.logger.debug(`layout computed in ${Date.now()-t} ms`),this.notify_finished()}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}notify_finished(){this.is_root?!this._idle_notified&&this.has_finished()&&null!=this.model.document&&(this._idle_notified=!0,this.model.document.notify_idle(this.model)):this.root.notify_finished()}_width_policy(){return null!=this.model.width?\"fixed\":\"fit\"}_height_policy(){return null!=this.model.height?\"fixed\":\"fit\"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;\"auto\"==t&&(t=this._width_policy()),\"auto\"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if(\"fixed\"==s)t=i=\"fixed\";else if(\"stretch_both\"==s)t=i=\"max\";else if(\"stretch_width\"==s)t=\"max\";else if(\"stretch_height\"==s)i=\"max\";else switch(null==e&&(e=\"auto\"),s){case\"scale_width\":t=\"max\",i=\"min\";break;case\"scale_height\":t=\"min\",i=\"max\";break;case\"scale_both\":t=\"max\",i=\"max\"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:_,max_height:d}=this.model;null!=_&&(o.max_width=_),null!=d&&(o.max_height=d),\"auto\"==e&&null!=h&&null!=a?o.aspect=h/a:r.isNumber(e)&&(o.aspect=e);const{margin:c}=this.model;if(null!=c)if(r.isNumber(c))o.margin={top:c,right:c,bottom:c,left:c};else if(2==c.length){const[t,i]=c;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=c;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:u}=this.model;return r.isArray(u)?[o.halign,o.valign]=u:o.halign=o.valign=u,o}_viewport_size(){return h.undisplayed(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(p.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=h.extents(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=h.extents(t),{width:l,height:n}=t.getBoundingClientRect(),a=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(a>0||r>0)return{width:a>0?a:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e=\"png\"==t?\"canvas\":\"svg\",s=new g.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__=\"LayoutDOMView\";class w extends l.Model{constructor(t){super(t)}static init_LayoutDOM(){this.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:h,Tuple:a,Or:r,Null:_,Nullable:d}=t,c=a(e,e),u=a(e,e,e,e);return{width:[d(e),null],height:[d(e),null],min_width:[d(e),null],min_height:[d(e),null],max_width:[d(e),null],max_height:[d(e),null],margin:[d(r(e,c,u)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),\"auto\"],height_policy:[r(m.SizingPolicy,o),\"auto\"],aspect_ratio:[r(e,o,_),null],sizing_mode:[d(n.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(n.Align,a(n.Align,n.Align)),\"start\"],background:[d(l),null],css_classes:[h(s),[]]}}))}}e.LayoutDOM=w,w.__name__=\"LayoutDOM\",w.init_LayoutDOM()},\n", " function _(t,s,i,o,n){o();const e=t(318),l=t(223);class u extends e.BoxView{_update_layout(){const t=this.child_views.map((t=>t.layout));this.layout=new l.Column(t),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}i.ColumnView=u,u.__name__=\"ColumnView\";class a extends e.Box{constructor(t){super(t)}static init_Column(){this.prototype.default_view=u,this.define((({Any:t})=>({rows:[t,\"auto\"]})))}}i.Column=a,a.__name__=\"Column\",a.init_Column()},\n", " function _(t,s,i,o,e){o();const n=t(319),l=t(223);class a extends n.LayoutDOMView{connect_signals(){super.connect_signals();const{children:t,rows:s,cols:i,spacing:o}=this.model.properties;this.on_change([t,s,i,o],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([t])=>t))}_update_layout(){this.layout=new l.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[t,s,i,o,e]of this.model.children){const n=this._child_views.get(t);this.layout.items.push({layout:n.layout,row:s,col:i,row_span:o,col_span:e})}this.layout.set_sizing(this.box_sizing())}}i.GridBoxView=a,a.__name__=\"GridBoxView\";class r extends n.LayoutDOM{constructor(t){super(t)}static init_GridBox(){this.prototype.default_view=a,this.define((({Any:t,Int:s,Number:i,Tuple:o,Array:e,Ref:l,Or:a,Opt:r})=>({children:[e(o(l(n.LayoutDOM),s,s,r(s),r(s))),[]],rows:[t,\"auto\"],cols:[t,\"auto\"],spacing:[a(i,o(i,i)),0]})))}}i.GridBox=r,r.__name__=\"GridBox\",r.init_GridBox()},\n", " function _(t,e,o,s,n){s();const _=t(319),i=t(221);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__=\"HTMLBoxView\";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__=\"HTMLBox\"},\n", " function _(e,n,t,i,l){i();const a=e(53),o=e(319);class s extends a.Model{constructor(e){super(e)}static init_Panel(){this.define((({Boolean:e,String:n,Ref:t})=>({title:[n,\"\"],child:[t(o.LayoutDOM)],closable:[e,!1]})))}}t.Panel=s,s.__name__=\"Panel\",s.init_Panel()},\n", " function _(t,s,i,o,e){o();const n=t(318),a=t(223);class _ extends n.BoxView{_update_layout(){const t=this.child_views.map((t=>t.layout));this.layout=new a.Row(t),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}i.RowView=_,_.__name__=\"RowView\";class l extends n.Box{constructor(t){super(t)}static init_Row(){this.prototype.default_view=_,this.define((({Any:t})=>({cols:[t,\"auto\"]})))}}i.Row=l,l.__name__=\"Row\",l.init_Row()},\n", " function _(t,e,a,i,s){i();const _=t(319),c=t(221);class n extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new c.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=n,n.__name__=\"SpacerView\";class o extends _.LayoutDOM{constructor(t){super(t)}static init_Spacer(){this.prototype.default_view=n}}a.Spacer=o,o.__name__=\"Spacer\",o.init_Spacer()},\n", " function _(e,t,s,i,l){i();const h=e(1),a=e(221),o=e(43),r=e(9),c=e(10),d=e(20),n=e(319),_=e(323),p=h.__importStar(e(327)),b=p,u=h.__importStar(e(328)),m=u,g=h.__importStar(e(243)),v=g;class w extends n.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,g.default,p.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t=\"above\"==e||\"below\"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends a.ContentBox{_measure(e){const l=o.size(s),h=o.children(i).slice(0,3).map((e=>o.size(e))),{width:a,height:c}=super._measure(e);if(t){const t=l.width+r.sum(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:c}}{const t=l.height+r.sum(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:\"fit\",height_policy:\"fixed\"}):this.header.set_sizing({width_policy:\"fixed\",height_policy:\"fit\"});let l=1,h=1;switch(e){case\"above\":l-=1;break;case\"below\":l+=1;break;case\"left\":h-=1;break;case\"right\":h+=1}const c={layout:this.header,row:l,col:h},d=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new a.Grid([c,...d]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position=\"absolute\",o.position(this.header_el,this.header.bbox);const e=this.model.tabs_location,t=\"above\"==e||\"below\"==e,s=o.size(this.scroll_el),i=o.scroll_size(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+\"px\",o.display(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth=\"\",o.undisplay(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+\"px\",o.display(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight=\"\",o.undisplay(this.scroll_el))}const{child_views:l}=this;for(const e of l)o.hide(e.el);const h=l[this.model.active];null!=h&&o.show(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=o.div({class:[b.tab,s==e?b.active:null]},t.title);if(i.addEventListener(\"click\",(e=>{e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=o.div({class:b.close});e.addEventListener(\"click\",(e=>{if(e.target==e.currentTarget){this.model.tabs=r.remove_at(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return i}));this.headers_el=o.div({class:[b.headers]},t),this.wrapper_el=o.div({class:b.headers_wrapper},this.headers_el),this.left_el=o.div({class:[m.btn,m.btn_default],disabled:\"\"},o.div({class:[v.caret,b.left]})),this.right_el=o.div({class:[m.btn,m.btn_default]},o.div({class:[v.caret,b.right]})),this.left_el.addEventListener(\"click\",(()=>this.do_scroll(\"left\"))),this.right_el.addEventListener(\"click\",(()=>this.do_scroll(\"right\"))),this.scroll_el=o.div({class:m.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=o.div({class:[b.tabs_header,b[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;\"left\"==e?this._scroll_index-=1:\"right\"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=c.clamp(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute(\"disabled\",\"\"):this.left_el.removeAttribute(\"disabled\"),this._scroll_index==t-1?this.right_el.setAttribute(\"disabled\",\"\"):this.right_el.removeAttribute(\"disabled\");const s=o.children(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if(\"above\"==i||\"below\"==i){const e=-r.sum(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-r.sum(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=o.children(this.headers_el);for(const e of t)e.classList.remove(b.active);t[e].classList.add(b.active);const{child_views:s}=this;for(const e of s)o.hide(e.el);o.show(s[e].el)}}s.TabsView=w,w.__name__=\"TabsView\";class f extends n.LayoutDOM{constructor(e){super(e)}static init_Tabs(){this.prototype.default_view=w,this.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(_.Panel)),[]],tabs_location:[d.Location,\"above\"],active:[e,0]})))}}s.Tabs=f,f.__name__=\"Tabs\",f.init_Tabs()},\n", " function _(e,r,b,o,t){o(),b.root=\"bk-root\",b.tabs_header=\"bk-tabs-header\",b.btn_group=\"bk-btn-group\",b.btn=\"bk-btn\",b.headers_wrapper=\"bk-headers-wrapper\",b.above=\"bk-above\",b.right=\"bk-right\",b.below=\"bk-below\",b.left=\"bk-left\",b.headers=\"bk-headers\",b.tab=\"bk-tab\",b.active=\"bk-active\",b.close=\"bk-close\",b.default='.bk-root .bk-tabs-header{display:flex;display:-webkit-flex;flex-wrap:nowrap;-webkit-flex-wrap:nowrap;align-items:center;-webkit-align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;-webkit-flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;-webkit-flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;-webkit-flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;-webkit-flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;-webkit-flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;-webkit-flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;display:-webkit-flex;flex-wrap:nowrap;-webkit-flex-wrap:nowrap;align-items:center;-webkit-align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\\'data:image/svg+xml;utf8, \\');}.bk-root .bk-close:hover{background-image:url(\\'data:image/svg+xml;utf8, \\');}'},\n", " function _(o,b,r,t,e){t(),r.root=\"bk-root\",r.btn=\"bk-btn\",r.active=\"bk-active\",r.btn_default=\"bk-btn-default\",r.btn_primary=\"bk-btn-primary\",r.btn_success=\"bk-btn-success\",r.btn_warning=\"bk-btn-warning\",r.btn_danger=\"bk-btn-danger\",r.btn_light=\"bk-btn-light\",r.btn_group=\"bk-btn-group\",r.dropdown_toggle=\"bk-dropdown-toggle\",r.default=\".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;display:-webkit-flex;flex-wrap:nowrap;-webkit-flex-wrap:nowrap;align-items:center;-webkit-align-items:center;flex-direction:row;-webkit-flex-direction:row;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;-webkit-flex-grow:1;}.bk-root .bk-btn-group > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;-webkit-flex:0 0 0;padding:6px 6px;}\"},\n", " function _(t,e,i,o,n){o();const _=t(320);class s extends _.ColumnView{}i.WidgetBoxView=s,s.__name__=\"WidgetBoxView\";class d extends _.Column{constructor(t){super(t)}static init_WidgetBox(){this.prototype.default_view=s}}i.WidgetBox=d,d.__name__=\"WidgetBox\",d.init_WidgetBox()},\n", " function _(p,o,t,a,n){a(),n(\"MapOptions\",p(331).MapOptions),n(\"GMapOptions\",p(331).GMapOptions),n(\"GMapPlot\",p(331).GMapPlot),n(\"Plot\",p(332).Plot)},\n", " function _(t,i,n,e,a){e();const s=t(332),o=t(53),p=t(156),_=t(337);a(\"GMapPlotView\",_.GMapPlotView);class l extends o.Model{constructor(t){super(t)}static init_MapOptions(){this.define((({Int:t,Number:i})=>({lat:[i],lng:[i],zoom:[t,12]})))}}n.MapOptions=l,l.__name__=\"MapOptions\",l.init_MapOptions();class r extends l{constructor(t){super(t)}static init_GMapOptions(){this.define((({Boolean:t,Int:i,String:n})=>({map_type:[n,\"roadmap\"],scale_control:[t,!1],styles:[n],tilt:[i,45]})))}}n.GMapOptions=r,r.__name__=\"GMapOptions\",r.init_GMapOptions();class c extends s.Plot{constructor(t){super(t),this.use_map=!0}static init_GMapPlot(){this.prototype.default_view=_.GMapPlotView,this.define((({String:t,Ref:i})=>({map_options:[i(r)],api_key:[t],api_version:[t,\"3.43\"]}))),this.override({x_range:()=>new p.Range1d,y_range:()=>new p.Range1d})}}n.GMapPlot=c,c.__name__=\"GMapPlot\",c.init_GMapPlot()},\n", " function _(e,t,i,n,r){n();const o=e(1),a=o.__importStar(e(48)),s=o.__importStar(e(18)),l=e(15),_=e(20),h=e(9),c=e(13),d=e(8),u=e(319),g=e(163),p=e(316),f=e(40),b=e(138),w=e(218),m=e(235),y=e(105),v=e(146),x=e(130),A=e(41),R=e(62),S=e(61),P=e(159),D=e(333);r(\"PlotView\",D.PlotView);class L extends u.LayoutDOM{constructor(e){super(e),this.use_map=!1}static init_Plot(){this.prototype.default_view=D.PlotView,this.mixins([[\"outline_\",a.Line],[\"background_\",a.Fill],[\"border_\",a.Fill]]),this.define((({Boolean:e,Number:t,String:i,Array:n,Dict:r,Or:o,Ref:a,Null:l,Nullable:h})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[h(_.Location),\"right\"],toolbar_sticky:[e,!0],plot_width:[s.Alias(\"width\")],plot_height:[s.Alias(\"height\")],frame_width:[h(t),null],frame_height:[h(t),null],title:[o(a(b.Title),i,l),()=>new b.Title({text:\"\"})],title_location:[h(_.Location),\"above\"],above:[n(o(a(f.Annotation),a(g.Axis))),[]],below:[n(o(a(f.Annotation),a(g.Axis))),[]],left:[n(o(a(f.Annotation),a(g.Axis))),[]],right:[n(o(a(f.Annotation),a(g.Axis))),[]],center:[n(o(a(f.Annotation),a(p.Grid))),[]],renderers:[n(a(A.Renderer)),[]],x_range:[a(y.Range),()=>new P.DataRange1d],extra_x_ranges:[r(a(y.Range)),{}],y_range:[a(y.Range),()=>new P.DataRange1d],extra_y_ranges:[r(a(y.Range)),{}],x_scale:[a(v.Scale),()=>new w.LinearScale],y_scale:[a(v.Scale),()=>new w.LinearScale],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[h(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[_.OutputBackend,\"canvas\"],min_border:[h(t),5],min_border_top:[h(t),null],min_border_left:[h(t),null],min_border_bottom:[h(t),null],min_border_right:[h(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[_.ResetPolicy,\"standard\"]}))),this.override({width:600,height:600,outline_line_color:\"#e5e5e5\",border_fill_color:\"#ffffff\",background_fill_color:\"#ffffff\"})}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new l.Signal0(this,\"reset\");for(const e of c.values(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;d.isArray(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of c.values(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;d.isArray(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t=\"center\"){const i=this.properties[t].get_value();this.setv({[t]:[...i,e]})}remove_layout(e){const t=t=>{h.remove_by(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new x.ColumnDataSource,i={}){const n=new S.GlyphRenderer(Object.assign(Object.assign({},i),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:i,right:n}=this;return h.concat([e,t,i,n])}}i.Plot=L,L.__name__=\"Plot\",L.init_Plot()},\n", " function _(e,t,i,s,a){s();const n=e(1),o=e(144),l=e(262),r=e(319),_=e(40),h=e(138),d=e(163),u=e(234),c=e(264),p=e(122),v=e(45),b=e(19),g=e(334),m=e(8),w=e(9),y=e(249),f=e(222),x=e(225),z=e(223),k=e(140),q=e(99),M=e(335),V=e(336),P=e(28);class R extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new q.BBox,this._inner_bbox=new q.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error(\"wasn't paused\");this._is_paused-=1,0!=this._is_paused||e||this.request_paint(\"everything\")}request_render(){this.request_paint(\"everything\")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if(\"everything\"==e)this._invalidate_all=!0;else if(m.isArray(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint(\"everything\")}reset(){\"standard\"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){p.remove_views(this.renderer_views),p.remove_views(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges),this._range_manager=new M.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=g.throttle((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await p.build_view(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),b.logger.debug(\"PlotView initialized\")}_width_policy(){return null==this.model.frame_width?super._width_policy():\"min\"}_height_policy(){return null==this.model.frame_height?super._height_policy():\"min\"}_update_layout(){var e,t,i,s,a;this.layout=new x.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=w.copy(this.model.above),o=w.copy(this.model.below),l=w.copy(this.model.left),r=w.copy(this.model.right),d=e=>{switch(e){case\"above\":return n;case\"below\":return o;case\"left\":return l;case\"right\":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:b}=this.model;if(null!=v&&null!=b){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i{var i;const s=this.renderer_view(t);return s.panel=new k.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},y=(e,t)=>{const i=\"above\"==e||\"below\"==e,s=[];for(const a of t)if(m.isArray(a)){const t=a.map((t=>{const s=g(e,t);if(t instanceof u.ToolbarPanel){const e=i?\"width_policy\":\"height_policy\";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:\"min\"}))}return s}));let n;i?(n=new z.Row(t),n.set_sizing({width_policy:\"max\",height_policy:\"min\"})):(n=new z.Column(t),n.set_sizing({width_policy:\"min\",height_policy:\"max\"})),n.absolute=!0,s.push(n)}else s.push(g(e,a));return s},q=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:q,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:q,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:q,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:q};const M=new f.NodeLayout,V=new f.VStack,P=new f.VStack,R=new f.HStack,O=new f.HStack;M.absolute=!0,V.absolute=!0,P.absolute=!0,R.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:S,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=S?{width_policy:\"fixed\",width:S}:{width_policy:\"fit\"}),null!=j?{height_policy:\"fixed\",height:j}:{height_policy:\"fit\"})),M.on_resize((e=>this.frame.set_geometry(e))),V.children=w.reversed(y(\"above\",n)),P.children=y(\"below\",o),R.children=w.reversed(y(\"left\",l)),O.children=y(\"right\",r),V.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),P.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),R.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),O.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),this.layout.center_panel=M,this.layout.top_panel=V,this.layout.bottom_panel=P,this.layout.left_panel=R,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null)}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await p.build_views(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await p.build_views(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint(\"everything\")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint(\"everything\")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint(\"everything\"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){var e;if(this.is_paused||!this.model.visible)return;b.logger.trace(`PlotView.paint() for ${this.model.id}`);const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint(\"everything\")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if(\"overlay\"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,\"image\",a,!0),this._paint_levels(n.ctx,\"underlay\",a,!0),this._paint_levels(n.ctx,\"glyph\",a,!0),this._paint_levels(n.ctx,\"guide\",a,!1),this._paint_levels(n.ctx,\"annotation\",a,!1),n.finish()),(s||P.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,\"overlay\",a,!1),P.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle=\"blue\",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i=\"png\"==e?\"canvas\":\"svg\",s=new y.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=n.__rest(e,[\"children\"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=R,R.__name__=\"PlotView\"},\n", " function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},\n", " function _(t,n,e,s,a){s();const o=t(159),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:s}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of s)t.reset();this.update_dataranges()}else{const a=[];for(const[n,s]of e)a.push([s,t.xrs.get(n)]);for(const[n,e]of s)a.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(a),this._update_ranges_individually(a,n)}}reset(){this.update(null)}update_dataranges(){const t=new Map,n=new Map;let e=!1;for(const[,t]of this.frame.x_ranges)t instanceof o.DataRange1d&&\"log\"==t.scale_hint&&(e=!0);for(const[,t]of this.frame.y_ranges)t instanceof o.DataRange1d&&\"log\"==t.scale_hint&&(e=!0);for(const s of this.parent.model.data_renderers){const a=this.parent.renderer_view(s);if(null==a)continue;const o=a.glyph_view.bounds();if(null!=o&&t.set(s,o),e){const t=a.glyph_view.log_bounds();null!=t&&n.set(s,t)}}let s=!1,a=!1;const{width:l,height:i}=this.frame.bbox;let d;!1!==this.parent.model.match_aspect&&0!=l&&0!=i&&(d=1/this.parent.model.aspect_scale*(l/i));for(const[,e]of this.frame.x_ranges){if(e instanceof o.DataRange1d){const a=\"log\"==e.scale_hint?n:t;e.update(a,0,this.parent.model,d),e.follow&&(s=!0)}null!=e.bounds&&(a=!0)}for(const[,e]of this.frame.y_ranges){if(e instanceof o.DataRange1d){const a=\"log\"==e.scale_hint?n:t;e.update(a,1,this.parent.model,d),e.follow&&(s=!0)}null!=e.bounds&&(a=!0)}if(s&&a){r.logger.warn(\"Follow enabled so bounds are unset.\");for(const[,t]of this.frame.x_ranges)t.bounds=null;for(const[,t]of this.frame.y_ranges)t.bounds=null}this.invalidate_dataranges=!1}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,s=new Map,a=new Map;for(const[e,a]of n){const{start:n,end:o}=a;if(null==n||null==o||isNaN(n+o)){t=!1;break}s.set(e,{start:n,end:o})}if(t)for(const[n,s]of e){const{start:e,end:o}=s;if(null==e||null==o||isNaN(e+o)){t=!1;break}a.set(n,{start:e,end:o})}return t?{xrs:s,yrs:a}:(r.logger.warn(\"could not set initial ranges\"),null)}_update_ranges_together(t){let n=1;for(const[e,s]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,s));if(n<1)for(const[e,s]of t)s.start=n*s.start+(1-n)*e.start,s.end=n*s.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),s=!!(null==n?void 0:n.scrolling);let a=!1;for(const[n,o]of t){if(!s){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&\"auto\"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>=o.end&&(a=!0,o.end=t,(e||s)&&(o.start=t+l)),null!=r&&r<=o.start&&(a=!0,o.start=r,(e||s)&&(o.end=r-l))):(null!=t&&t>=o.start&&(a=!0,o.start=t,(e||s)&&(o.end=t+l)),null!=r&&r<=o.end&&(a=!0,o.end=r,(e||s)&&(o.start=r-l)))}}if(!(s&&a&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:s}=t;if(null!=t.bounds&&\"auto\"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);s=null!=s?Math.min(s,t):t}}let a=1;if(null!=e||null!=s){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r0&&r>s&&(a=(s-o)/(r-o)),a=Math.max(0,Math.min(1,a))}return a}}e.RangeManager=l,l.__name__=\"RangeManager\"},\n", " function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,\"state_changed\"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection)}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){this.can_undo&&(this.index-=1,this._do_state_change(this.index),this.changed.emit())}redo(){this.can_redo&&(this.index+=1,this._do_state_change(this.index),this.changed.emit())}get can_undo(){return this.index>=0}get can_redo(){return this.indexm.emit();const s=encodeURIComponent,o=document.createElement(\"script\");o.type=\"text/javascript\",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint(\"everything\")))}this.unpause()}remove(){p.remove(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom(),i=o+s;if(i>=2){this.map.setZoom(i);const[t,e,,]=this._get_projected_bounds();e-t<0&&this.map.setZoom(o)}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=p.div({style:{position:\"absolute\"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,\"idle\",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,\"bounds_changed\",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,\"tilesloaded\",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center(\"lat\"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center(\"lng\"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){const e=this.map.getCenter().toJSON();e[t]=this.model.map_options[t],this.map.setCenter(e),this._set_bokeh_ranges()}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&\"undefined\"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=_.color2css(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__=\"GMapPlotView\"},\n", " function _(t,_,n,o,r){o();t(1).__exportStar(t(169),n)},\n", " function _(e,r,d,n,R){n(),R(\"GlyphRenderer\",e(61).GlyphRenderer),R(\"GraphRenderer\",e(123).GraphRenderer),R(\"GuideRenderer\",e(164).GuideRenderer),R(\"Renderer\",e(41).Renderer)},\n", " function _(e,t,n,o,c){o();e(1).__exportStar(e(129),n),c(\"Selection\",e(59).Selection)},\n", " function _(a,e,S,o,r){o(),r(\"ServerSentDataSource\",a(342).ServerSentDataSource),r(\"AjaxDataSource\",a(344).AjaxDataSource),r(\"ColumnDataSource\",a(130).ColumnDataSource),r(\"ColumnarDataSource\",a(57).ColumnarDataSource),r(\"CDSView\",a(120).CDSView),r(\"DataSource\",a(58).DataSource),r(\"GeoJSONDataSource\",a(345).GeoJSONDataSource),r(\"WebDataSource\",a(343).WebDataSource)},\n", " function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__=\"ServerSentDataSource\"},\n", " function _(t,e,a,n,s){n();const r=t(130),i=t(20);class l extends r.ColumnDataSource{constructor(t){super(t)}get_column(t){const e=this.data[t];return null!=e?e:[]}get_length(){var t;return null!==(t=super.get_length())&&void 0!==t?t:0}initialize(){super.initialize(),this.setup()}load_data(t,e,a){const{adapter:n}=this;let s;switch(s=null!=n?n.execute(this,{response:t}):t,e){case\"replace\":this.data=s;break;case\"append\":{const t=this.data;for(const e of this.columns()){const n=Array.from(t[e]),r=Array.from(s[e]),i=n.concat(r);s[e]=null!=a?i.slice(-a):i}this.data=s;break}}}static init_WebDataSource(){this.define((({Any:t,Int:e,String:a,Nullable:n})=>({max_size:[n(e),null],mode:[i.UpdateMode,\"replace\"],adapter:[n(t),null],data_url:[a]})))}}a.WebDataSource=l,l.__name__=\"WebDataSource\",l.init_WebDataSource()},\n", " function _(t,e,i,s,a){s();const n=t(343),r=t(20),o=t(19),l=t(13);class d extends n.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}static init_AjaxDataSource(){this.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,\"application/json\"],http_headers:[s(i),{}],method:[r.HTTPMethod,\"POST\"],if_modified:[t,!1]})))}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener(\"load\",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener(\"error\",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader(\"Content-Type\",this.content_type);const e=this.http_headers;for(const[i,s]of l.entries(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){o.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=d,d.__name__=\"AjaxDataSource\",d.init_AjaxDataSource()},\n", " function _(e,t,o,r,n){r();const s=e(57),a=e(19),i=e(9),l=e(13);function c(e){return null!=e?e:NaN}const{hasOwnProperty:_}=Object.prototype;class g extends s.ColumnarDataSource{constructor(e){super(e)}static init_GeoJSONDataSource(){this.define((({String:e})=>({geojson:[e]}))),this.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return i.range(0,e).map((e=>[]))}_get_new_nan_array(e){return i.range(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of l.entries(s))_.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=c(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case\"Point\":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=c(s);break}case\"LineString\":{const{coordinates:r}=e;for(let e=0;e1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");const r=e.coordinates[0];for(let e=0;e1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),n.push(t[0]);const s=n.reduce(r);for(let e=0;e({use_latlon:[e,!1]})))}get_image_url(e,t,r){const i=this.string_lookup_replace(this.url,this.extra_url_vars);let o,l,n,s;return this.use_latlon?[l,s,o,n]=this.get_tile_geographic_bounds(e,t,r):[l,s,o,n]=this.get_tile_meter_bounds(e,t,r),i.replace(\"{XMIN}\",l.toString()).replace(\"{YMIN}\",s.toString()).replace(\"{XMAX}\",o.toString()).replace(\"{YMAX}\",n.toString())}}r.BBoxTileSource=n,n.__name__=\"BBoxTileSource\",n.init_BBoxTileSource()},\n", " function _(t,e,i,_,s){_();const r=t(349),o=t(9),n=t(350);class l extends r.TileSource{constructor(t){super(t)}static init_MercatorTileSource(){this.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),this.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})}initialize(){super.initialize(),this._resolutions=o.range(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<0;s--){const i=1<0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=l,l.__name__=\"MercatorTileSource\",l.init_MercatorTileSource()},\n", " function _(e,t,r,i,n){i();const l=e(53),s=e(13);class a extends l.Model{constructor(e){super(e)}static init_TileSource(){this.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,\"\"],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,\"\"],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of s.entries(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace(\"{x}\",\"{X}\").replace(\"{y}\",\"{Y}\").replace(\"{z}\",\"{Z}\").replace(\"{q}\",\"{Q}\").replace(\"{xmin}\",\"{XMIN}\").replace(\"{ymin}\",\"{YMIN}\").replace(\"{xmax}\",\"{XMAX}\").replace(\"{ymax}\",\"{YMAX}\");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(\":\").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,s=(n-r)/2+r,a=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((s-e[0])**2+(a-e[1])**2)-Math.sqrt((s-t[0])**2+(a-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",e.toString()).replace(\"{Y}\",t.toString()).replace(\"{Z}\",r.toString())}}r.TileSource=a,a.__name__=\"TileSource\",a.init_TileSource()},\n", " function _(t,e,r,n,o){n();const c=t(65);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},\n", " function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace(\"{Q}\",i)}}r.QUADKEYTileSource=c,c.__name__=\"QUADKEYTileSource\"},\n", " function _(t,e,i,s,_){s();const n=t(1),a=t(349),h=t(353),r=t(41),o=t(156),l=t(43),d=t(296),m=t(9),c=t(8),p=n.__importStar(t(354));class g extends r.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&l.removeElement(this.attribution_el);const{attribution:t}=this.model.tile_source;if(c.isString(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=l.div({class:p.tile_attribution,style:{position:\"absolute\",right:`${s}px`,bottom:`${_}px`,\"max-width\":n-4+\"px\",padding:\"2px\",\"background-color\":\"rgba(255,255,255,0.5)\",\"font-size\":\"9px\",\"line-height\":\"1.05\",\"white-space\":\"nowrap\",overflow:\"hidden\",\"text-overflow\":\"ellipsis\"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\\s*\\n\\s*/g,\" \")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof o.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof o.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const[n,a,h]=this.model.tile_source.normalize_xyz(t,e,i),r={img:void 0,tile_coords:[t,e,i],normalized_coords:[n,a,h],quadkey:this.model.tile_source.tile_xyz_to_quadkey(t,e,i),cache_key:this.model.tile_source.tile_xyz_to_key(t,e,i),bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]},o=this.model.tile_source.get_image_url(n,a,h);new d.ImageLoader(o,{loaded:t=>{Object.assign(r,{img:t,loaded:!0}),_?(r.finished=!0,this.notify_finished()):this.request_render()},failed(){r.finished=!0}}),this.model.tile_source.tiles.set(r.cache_key,r),this._tiles.push(r)}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0===this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,h=t,r=i,o=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,h,r,n,a),this.map_canvas.setImageSmoothingEnabled(o),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);ei&&(s=this.extent,h=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const o=t.get_tiles_by_extent(s,h),l=[],d=[],c=[],p=[];for(const e of o){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),h=t.tiles.get(a);if(null!=h&&h.loaded)d.push(a);else if(this.model.render_parents){const[e,a,h]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,h),o=t.tiles.get(r);if(null!=o&&o.loaded&&!m.includes(c,r)&&c.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&p.push(e)}}}null==h&&l.push(e)}this._render_tiles(c),this._render_tiles(p),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__=\"TileRendererView\";class u extends r.Renderer{constructor(t){super(t)}static init_TileRenderer(){this.prototype.default_view=g,this.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(a.TileSource),()=>new h.WMTSTileSource],render_parents:[t,!0]}))),this.override({level:\"image\"})}}i.TileRenderer=u,u.__name__=\"TileRenderer\",u.init_TileRenderer()},\n", " function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace(\"{X}\",s.toString()).replace(\"{Y}\",c.toString()).replace(\"{Z}\",i.toString())}}r.WMTSTileSource=i,i.__name__=\"WMTSTileSource\"},\n", " function _(t,o,i,b,r){b(),i.root=\"bk-root\",i.tile_attribution=\"bk-tile-attribution\",i.default=\".bk-root .bk-tile-attribution a{color:black;}\"},\n", " function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",e.toString()).replace(\"{Y}\",r.toString()).replace(\"{Z}\",t.toString())}}t.TMSTileSource=l,l.__name__=\"TMSTileSource\"},\n", " function _(e,t,u,a,r){a(),r(\"CanvasTexture\",e(357).CanvasTexture),r(\"ImageURLTexture\",e(359).ImageURLTexture),r(\"Texture\",e(358).Texture)},\n", " function _(t,e,n,c,s){c();const a=t(358),i=t(34);class r extends a.Texture{constructor(t){super(t)}static init_CanvasTexture(){this.define((({String:t})=>({code:[t]})))}get func(){const t=i.use_strict(this.code);return new Function(\"ctx\",\"color\",\"scale\",\"weight\",t)}get_pattern(t,e,n){const c=document.createElement(\"canvas\");c.width=e,c.height=e;const s=c.getContext(\"2d\");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=r,r.__name__=\"CanvasTexture\",r.init_CanvasTexture()},\n", " function _(e,t,i,n,r){n();const s=e(53),u=e(20);class o extends s.Model{constructor(e){super(e)}static init_Texture(){this.define((()=>({repetition:[u.TextureRepetition,\"repeat\"]})))}}i.Texture=o,o.__name__=\"Texture\",o.init_Texture()},\n", " function _(e,t,i,r,n){r();const a=e(358),s=e(296);class u extends a.Texture{constructor(e){super(e)}static init_ImageURLTexture(){this.define((({String:e})=>({url:[e]})))}initialize(){super.initialize(),this._loader=new s.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,u.__name__=\"ImageURLTexture\",u.init_ImageURLTexture()},\n", " function _(o,l,T,e,t){e(),t(\"ActionTool\",o(251).ActionTool),t(\"CustomAction\",o(361).CustomAction),t(\"HelpTool\",o(252).HelpTool),t(\"RedoTool\",o(362).RedoTool),t(\"ResetTool\",o(363).ResetTool),t(\"SaveTool\",o(364).SaveTool),t(\"UndoTool\",o(365).UndoTool),t(\"ZoomInTool\",o(366).ZoomInTool),t(\"ZoomOutTool\",o(369).ZoomOutTool),t(\"ButtonTool\",o(238).ButtonTool),t(\"EditTool\",o(370).EditTool),t(\"BoxEditTool\",o(371).BoxEditTool),t(\"FreehandDrawTool\",o(372).FreehandDrawTool),t(\"PointDrawTool\",o(373).PointDrawTool),t(\"PolyDrawTool\",o(374).PolyDrawTool),t(\"PolyTool\",o(375).PolyTool),t(\"PolyEditTool\",o(376).PolyEditTool),t(\"BoxSelectTool\",o(377).BoxSelectTool),t(\"BoxZoomTool\",o(379).BoxZoomTool),t(\"GestureTool\",o(237).GestureTool),t(\"LassoSelectTool\",o(380).LassoSelectTool),t(\"LineEditTool\",o(382).LineEditTool),t(\"PanTool\",o(384).PanTool),t(\"PolySelectTool\",o(381).PolySelectTool),t(\"RangeTool\",o(385).RangeTool),t(\"SelectTool\",o(378).SelectTool),t(\"TapTool\",o(386).TapTool),t(\"WheelPanTool\",o(387).WheelPanTool),t(\"WheelZoomTool\",o(388).WheelZoomTool),t(\"CrosshairTool\",o(389).CrosshairTool),t(\"CustomJSHover\",o(390).CustomJSHover),t(\"HoverTool\",o(391).HoverTool),t(\"InspectTool\",o(247).InspectTool),t(\"Tool\",o(236).Tool),t(\"ToolProxy\",o(392).ToolProxy),t(\"Toolbar\",o(235).Toolbar),t(\"ToolbarBase\",o(248).ToolbarBase),t(\"ProxyToolbar\",o(393).ProxyToolbar),t(\"ToolbarBox\",o(393).ToolbarBox)},\n", " function _(t,o,i,s,n){s();const e=t(251);class c extends e.ActionToolButtonView{css_classes(){return super.css_classes().concat(\"bk-toolbar-button-custom-action\")}}i.CustomActionButtonView=c,c.__name__=\"CustomActionButtonView\";class u extends e.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}i.CustomActionView=u,u.__name__=\"CustomActionView\";class l extends e.ActionTool{constructor(t){super(t),this.tool_name=\"Custom Action\",this.button_view=c}static init_CustomAction(){this.prototype.default_view=u,this.define((({Any:t,String:o,Nullable:i})=>({callback:[i(t)],icon:[o]}))),this.override({description:\"Perform a Custom Action\"})}}i.CustomAction=l,l.__name__=\"CustomAction\",l.init_CustomAction()},\n", " function _(o,e,t,i,s){i();const n=o(251),d=o(242);class l extends n.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){this.plot_view.state.redo()}}t.RedoToolView=l,l.__name__=\"RedoToolView\";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name=\"Redo\",this.icon=d.tool_icon_redo}static init_RedoTool(){this.prototype.default_view=l,this.override({disabled:!0}),this.register_alias(\"redo\",(()=>new _))}}t.RedoTool=_,_.__name__=\"RedoTool\",_.init_RedoTool()},\n", " function _(e,t,o,s,i){s();const _=e(251),n=e(242);class l extends _.ActionToolView{doit(){this.plot_view.reset()}}o.ResetToolView=l,l.__name__=\"ResetToolView\";class c extends _.ActionTool{constructor(e){super(e),this.tool_name=\"Reset\",this.icon=n.tool_icon_reset}static init_ResetTool(){this.prototype.default_view=l,this.register_alias(\"reset\",(()=>new c))}}o.ResetTool=c,c.__name__=\"ResetTool\",c.init_ResetTool()},\n", " function _(o,e,t,a,i){a();const n=o(251),s=o(242);class c extends n.ActionToolView{async copy(){const o=await this.plot_view.to_blob(),e=new ClipboardItem({[o.type]:o});await navigator.clipboard.write([e])}async save(o){const e=await this.plot_view.to_blob(),t=document.createElement(\"a\");t.href=URL.createObjectURL(e),t.download=o,t.target=\"_blank\",t.dispatchEvent(new MouseEvent(\"click\"))}doit(o=\"save\"){switch(o){case\"save\":this.save(\"bokeh_plot\");break;case\"copy\":this.copy()}}}t.SaveToolView=c,c.__name__=\"SaveToolView\";class l extends n.ActionTool{constructor(o){super(o),this.tool_name=\"Save\",this.icon=s.tool_icon_save}static init_SaveTool(){this.prototype.default_view=c,this.register_alias(\"save\",(()=>new l))}get menu(){return[{icon:\"bk-tool-icon-copy-to-clipboard\",tooltip:\"Copy image to clipboard\",if:()=>\"undefined\"!=typeof ClipboardItem,handler:()=>{this.do.emit(\"copy\")}}]}}t.SaveTool=l,l.__name__=\"SaveTool\",l.init_SaveTool()},\n", " function _(o,t,n,i,e){i();const s=o(251),d=o(242);class l extends s.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){this.plot_view.state.undo()}}n.UndoToolView=l,l.__name__=\"UndoToolView\";class _ extends s.ActionTool{constructor(o){super(o),this.tool_name=\"Undo\",this.icon=d.tool_icon_undo}static init_UndoTool(){this.prototype.default_view=l,this.override({disabled:!0}),this.register_alias(\"undo\",(()=>new _))}}n.UndoTool=_,_.__name__=\"UndoTool\",_.init_UndoTool()},\n", " function _(o,i,n,s,e){s();const t=o(367),_=o(242);class m extends t.ZoomBaseToolView{}n.ZoomInToolView=m,m.__name__=\"ZoomInToolView\";class l extends t.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name=\"Zoom In\",this.icon=_.tool_icon_zoom_in}static init_ZoomInTool(){this.prototype.default_view=m,this.register_alias(\"zoom_in\",(()=>new l({dimensions:\"both\"}))),this.register_alias(\"xzoom_in\",(()=>new l({dimensions:\"width\"}))),this.register_alias(\"yzoom_in\",(()=>new l({dimensions:\"height\"})))}}n.ZoomInTool=l,l.__name__=\"ZoomInTool\",l.init_ZoomInTool()},\n", " function _(o,t,e,i,s){i();const n=o(251),l=o(20),a=o(368);class _ extends n.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i=\"width\"==e||\"both\"==e,s=\"height\"==e||\"both\"==e,n=a.scale_range(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push(\"zoom_out\",{range:n}),this.plot_view.update_range(n,{scrolling:!0}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model)}}e.ZoomBaseToolView=_,_.__name__=\"ZoomBaseToolView\";class m extends n.ActionTool{constructor(o){super(o)}static init_ZoomBaseTool(){this.define((({Percent:o})=>({factor:[o,.1],dimensions:[l.Dimensions,\"both\"]})))}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=m,m.__name__=\"ZoomBaseTool\",m.init_ZoomBaseTool()},\n", " function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=c.clamp(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},\n", " function _(o,t,i,s,e){s();const n=o(367),_=o(242);class m extends n.ZoomBaseToolView{}i.ZoomOutToolView=m,m.__name__=\"ZoomOutToolView\";class l extends n.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name=\"Zoom Out\",this.icon=_.tool_icon_zoom_out}static init_ZoomOutTool(){this.prototype.default_view=m,this.register_alias(\"zoom_out\",(()=>new l({dimensions:\"both\"}))),this.register_alias(\"xzoom_out\",(()=>new l({dimensions:\"width\"}))),this.register_alias(\"yzoom_out\",(()=>new l({dimensions:\"height\"})))}}i.ZoomOutTool=l,l.__name__=\"ZoomOutTool\",l.init_ZoomOutTool()},\n", " function _(e,t,s,o,n){o();const i=e(9),r=e(8),c=e(11),a=e(61),_=e(237);class l extends _.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?\"append\":!t&&s?\"intersect\":t&&s?\"subtract\":void c.unreachable():\"replace\"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(a.GlyphRenderer)),[]]})))}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=d,d.__name__=\"EditTool\",d.init_EditTool()},\n", " function _(e,t,s,i,_){i();const o=e(43),n=e(20),a=e(370),d=e(242);class l extends a.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===o.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==o.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[x,y]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),x&&l.get_array(x).push(c),y&&l.get_array(y).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[x,y,w,v]);else{const e=l.data[x].length-1;x&&(l.data[x][e]=c),y&&(l.data[y][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,\"append\",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,\"append\",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=l,l.__name__=\"BoxEditToolView\";class r extends a.EditTool{constructor(e){super(e),this.tool_name=\"Box Edit Tool\",this.icon=d.tool_icon_box_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=1}static init_BoxEditTool(){this.prototype.default_view=l,this.define((({Int:e})=>({dimensions:[n.Dimensions,\"both\"],num_objects:[e,0]})))}}s.BoxEditTool=r,r.__name__=\"BoxEditTool\",r.init_BoxEditTool()},\n", " function _(e,t,a,s,r){s();const _=e(43),i=e(8),o=e(370),d=e(242);class n extends o.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,o]=r,d=s.data_source,n=s.glyph,[h,l]=[n.xs.field,n.ys.field];if(\"new\"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([_]),l&&d.get_array(l).push([o]),this._pad_empty_columns(d,[h,l]);else if(\"add\"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];i.isArray(t)||(t=Array.from(t),d.data[h][e]=t),t.push(_)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];i.isArray(t)||(t=Array.from(t),d.data[l][e]=t),t.push(o)}}this._emit_cds_changes(d,!0,!0,a)}_pan_start(e){this._draw(e,\"new\")}_pan(e){this._draw(e,\"add\")}_pan_end(e){this._draw(e,\"add\",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===_.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===_.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=n,n.__name__=\"FreehandDrawToolView\";class h extends o.EditTool{constructor(e){super(e),this.tool_name=\"Freehand Draw Tool\",this.icon=d.tool_icon_freehand_draw,this.event_type=[\"pan\",\"tap\"],this.default_order=3}static init_FreehandDrawTool(){this.prototype.default_view=n,this.define((({Int:e})=>({num_objects:[e,0]}))),this.register_alias(\"freehand_draw\",(()=>new h))}}a.FreehandDrawTool=h,h.__name__=\"FreehandDrawTool\",h.init_FreehandDrawTool()},\n", " function _(e,t,s,o,i){o();const a=e(43),n=e(370),_=e(242);class r extends n.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,i=t.data_source,[a,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(i,this.model.num_objects),a&&i.get_array(a).push(_),n&&i.get_array(n).push(r),this._pad_empty_columns(i,[a,n]),i.change.emit(),i.data=i.data,i.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===a.Keys.Backspace?this._delete_selected(t):e.keyCode==a.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,\"append\",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=r,r.__name__=\"PointDrawToolView\";class d extends n.EditTool{constructor(e){super(e),this.tool_name=\"Point Draw Tool\",this.icon=_.tool_icon_point_draw,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=2}static init_PointDrawTool(){this.prototype.default_view=r,this.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))}}s.PointDrawTool=d,d.__name__=\"PointDrawTool\",d.init_PointDrawTool()},\n", " function _(e,t,s,i,a){i();const o=e(43),r=e(8),n=e(375),_=e(242);class d extends n.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,\"add\",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[o,n]=this._snap_to_vertex(e,...a),_=i.data_source,d=i.glyph,[l,h]=[d.xs.field,d.ys.field];if(\"new\"==t)this._pop_glyphs(_,this.model.num_objects),l&&_.get_array(l).push([o,o]),h&&_.get_array(h).push([n,n]),this._pad_empty_columns(_,[l,h]);else if(\"edit\"==t){if(l){const e=_.data[l][_.data[l].length-1];e[e.length-1]=o}if(h){const e=_.data[h][_.data[h].length-1];e[e.length-1]=n}}else if(\"add\"==t){if(l){const e=_.data[l].length-1;let t=_.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,r.isArray(t)||(t=Array.from(t),_.data[l][e]=t),t.push(s)}if(h){const e=_.data[h].length-1;let t=_.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=n,r.isArray(t)||(t=Array.from(t),_.data[h][e]=t),t.push(s)}}this._emit_cds_changes(_,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;sthis._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=d,d.__name__=\"PolyDrawToolView\";class l extends n.PolyTool{constructor(e){super(e),this.tool_name=\"Polygon Draw Tool\",this.icon=_.tool_icon_poly_draw,this.event_type=[\"pan\",\"tap\",\"move\"],this.default_order=3}static init_PolyDrawTool(){this.prototype.default_view=d,this.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))}}s.PolyDrawTool=l,l.__name__=\"PolyDrawTool\",l.init_PolyDrawTool()},\n", " function _(e,t,r,o,s){o();const i=e(8),l=e(370);class _ extends l.EditToolView{_set_vertices(e,t){const r=this.model.vertex_renderer.glyph,o=this.model.vertex_renderer.data_source,[s,l]=[r.x.field,r.y.field];s&&(i.isArray(e)?o.data[s]=e:r.x={value:e}),l&&(i.isArray(t)?o.data[l]=t:r.y={value:t}),this._emit_cds_changes(o,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,t,r){if(this.model.vertex_renderer){const o=this._select_event(e,\"replace\",[this.model.vertex_renderer]),s=this.model.vertex_renderer.data_source,i=this.model.vertex_renderer.glyph,[l,_]=[i.x.field,i.y.field];if(o.length){const e=s.selected.indices[0];l&&(t=s.data[l][e]),_&&(r=s.data[_][e]),s.selection_manager.clear()}}return[t,r]}}r.PolyToolView=_,_.__name__=\"PolyToolView\";class d extends l.EditTool{constructor(e){super(e)}static init_PolyTool(){this.define((({AnyRef:e})=>({vertex_renderer:[e()]})))}}r.PolyTool=d,d.__name__=\"PolyTool\",d.init_PolyTool()},\n", " function _(e,t,s,r,i){r();const _=e(43),d=e(8),n=e(375),l=e(242);class a extends n.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,\"replace\",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,\"replace\",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let n,l;i&&null!=r?(n=s.data[i][r],d.isArray(n)||(s.data[i][r]=n=Array.from(n))):n=t.xs.value,_&&null!=r?(l=s.data[_][r],d.isArray(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(n,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,\"append\",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===_.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==_.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=a,a.__name__=\"PolyEditToolView\";class c extends n.PolyTool{constructor(e){super(e),this.tool_name=\"Poly Edit Tool\",this.icon=l.tool_icon_poly_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=4}static init_PolyEditTool(){this.prototype.default_view=a}}s.PolyEditTool=c,c.__name__=\"PolyEditTool\",c.init_PolyEditTool()},\n", " function _(e,t,o,s,i){s();const l=e(378),n=e(136),_=e(20),c=e(242);class h extends l.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if(\"center\"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push(\"box_select\",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l=\"replace\"){const n={type:\"rect\",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=h,h.__name__=\"BoxSelectToolView\";const r=()=>new n.BoxAnnotation({level:\"overlay\",top_units:\"screen\",left_units:\"screen\",bottom_units:\"screen\",right_units:\"screen\",fill_color:\"lightgrey\",fill_alpha:.5,line_color:\"black\",line_alpha:1,line_width:2,line_dash:[4,4]});class a extends l.SelectTool{constructor(e){super(e),this.tool_name=\"Box Select\",this.icon=c.tool_icon_box_select,this.event_type=\"pan\",this.default_order=30}static init_BoxSelectTool(){this.prototype.default_view=h,this.define((({Boolean:e,Ref:t})=>({dimensions:[_.Dimensions,\"both\"],select_every_mousemove:[e,!1],overlay:[t(n.BoxAnnotation),r],origin:[_.BoxOrigin,\"corner\"]}))),this.register_alias(\"box_select\",(()=>new a)),this.register_alias(\"xbox_select\",(()=>new a({dimensions:\"width\"}))),this.register_alias(\"ybox_select\",(()=>new a({dimensions:\"height\"})))}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=a,a.__name__=\"BoxSelectTool\",a.init_BoxSelectTool()},\n", " function _(e,t,s,n,o){n();const r=e(237),c=e(61),i=e(123),l=e(62),a=e(161),_=e(20),d=e(43),h=e(264),p=e(15),u=e(11);class m extends r.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return a.compute_renderers(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof c.GlyphRenderer)n=s.data_source;else{if(!(s instanceof i.GraphRenderer))continue;n=s.node_renderer.data_source}const o=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...o,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?\"append\":!t&&s?\"intersect\":t&&s?\"subtract\":void u.unreachable():this.model.mode}_keyup(e){e.keyCode==d.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,o]of n){const n=o[0].get_selection_manager(),r=[];for(const e of o){const t=this.plot_view.renderer_view(e);null!=t&&r.push(t)}n.select(r,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let o;switch(e.type){case\"point\":{const{sx:t,sy:r}=e,c=s.invert(t),i=n.invert(r);o=Object.assign(Object.assign({},e),{x:c,y:i});break}case\"span\":{const{sx:t,sy:r}=e,c=s.invert(t),i=n.invert(r);o=Object.assign(Object.assign({},e),{x:c,y:i});break}case\"rect\":{const{sx0:t,sx1:r,sy0:c,sy1:i}=e,[l,a]=s.r_invert(t,r),[_,d]=n.r_invert(c,i);o=Object.assign(Object.assign({},e),{x0:l,y0:_,x1:a,y1:d});break}case\"poly\":{const{sx:t,sy:r}=e,c=s.v_invert(t),i=n.v_invert(r);o=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new h.SelectionGeometry(o,t))}}s.SelectToolView=m,m.__name__=\"SelectToolView\";class v extends r.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new p.Signal0(this,\"clear\")}static init_SelectTool(){this.define((({String:e,Array:t,Ref:s,Or:n,Auto:o})=>({renderers:[n(t(s(l.DataRenderer)),o),\"auto\"],names:[t(e),[]],mode:[_.SelectionMode,\"replace\"]})))}get menu(){return[{icon:\"bk-tool-icon-replace-mode\",tooltip:\"Replace the current selection\",active:()=>\"replace\"==this.mode,handler:()=>{this.mode=\"replace\",this.active=!0}},{icon:\"bk-tool-icon-append-mode\",tooltip:\"Append to the current selection (Shift)\",active:()=>\"append\"==this.mode,handler:()=>{this.mode=\"append\",this.active=!0}},{icon:\"bk-tool-icon-intersect-mode\",tooltip:\"Intersect with the current selection (Ctrl)\",active:()=>\"intersect\"==this.mode,handler:()=>{this.mode=\"intersect\",this.active=!0}},{icon:\"bk-tool-icon-subtract-mode\",tooltip:\"Subtract from the current selection (Shift+Ctrl)\",active:()=>\"subtract\"==this.mode,handler:()=>{this.mode=\"subtract\",this.active=!0}},null,{icon:\"bk-tool-icon-clear-selection\",tooltip:\"Clear the current selection (Esc)\",handler:()=>{this.clear.emit()}}]}}s.SelectTool=v,v.__name__=\"SelectTool\",v.init_SelectTool()},\n", " function _(t,o,e,s,i){s();const n=t(237),_=t(136),a=t(20),l=t(242);class r extends n.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m_&&(d=_)):(d=t[1],b=t[1]-l/s,bnew _.BoxAnnotation({level:\"overlay\",top_units:\"screen\",left_units:\"screen\",bottom_units:\"screen\",right_units:\"screen\",fill_color:\"lightgrey\",fill_alpha:.5,line_color:\"black\",line_alpha:1,line_width:2,line_dash:[4,4]});class c extends n.GestureTool{constructor(t){super(t),this.tool_name=\"Box Zoom\",this.icon=l.tool_icon_box_zoom,this.event_type=\"pan\",this.default_order=20}static init_BoxZoomTool(){this.prototype.default_view=r,this.define((({Boolean:t,Ref:o})=>({dimensions:[a.Dimensions,\"both\"],overlay:[o(_.BoxAnnotation),h],match_aspect:[t,!1],origin:[a.BoxOrigin,\"corner\"]}))),this.register_alias(\"box_zoom\",(()=>new c({dimensions:\"both\"}))),this.register_alias(\"xbox_zoom\",(()=>new c({dimensions:\"width\"}))),this.register_alias(\"ybox_zoom\",(()=>new c({dimensions:\"height\"})))}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=c,c.__name__=\"BoxZoomTool\",c.init_BoxZoomTool()},\n", " function _(s,e,t,o,i){o();const l=s(378),_=s(231),a=s(381),c=s(43),n=s(242);class h extends l.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==c.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push(\"lasso_select\",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const i={type:\"poly\",sx:s,sy:e};this._select(i,t,o)}}t.LassoSelectToolView=h,h.__name__=\"LassoSelectToolView\";class r extends l.SelectTool{constructor(s){super(s),this.tool_name=\"Lasso Select\",this.icon=n.tool_icon_lasso_select,this.event_type=\"pan\",this.default_order=12}static init_LassoSelectTool(){this.prototype.default_view=h,this.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(_.PolyAnnotation),a.DEFAULT_POLY_OVERLAY]}))),this.register_alias(\"lasso_select\",(()=>new r))}}t.LassoSelectTool=r,r.__name__=\"LassoSelectTool\",r.init_LassoSelectTool()},\n", " function _(e,t,s,l,o){l();const i=e(378),a=e(231),_=e(43),c=e(9),n=e(242);class h extends i.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==_.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:c.copy(this.data.sx),ys:c.copy(this.data.sy)}))}_do_select(e,t,s,l){const o={type:\"poly\",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=h,h.__name__=\"PolySelectToolView\";s.DEFAULT_POLY_OVERLAY=()=>new a.PolyAnnotation({level:\"overlay\",xs_units:\"screen\",ys_units:\"screen\",fill_color:\"lightgrey\",fill_alpha:.5,line_color:\"black\",line_alpha:1,line_width:2,line_dash:[4,4]});class y extends i.SelectTool{constructor(e){super(e),this.tool_name=\"Poly Select\",this.icon=n.tool_icon_polygon_select,this.event_type=\"tap\",this.default_order=11}static init_PolySelectTool(){this.prototype.default_view=h,this.define((({Ref:e})=>({overlay:[e(a.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),this.register_alias(\"poly_select\",(()=>new y))}}s.PolySelectTool=y,y.__name__=\"PolySelectTool\",y.init_PolySelectTool()},\n", " function _(e,t,i,s,n){s();const r=e(20),_=e(383),d=e(242);class o extends _.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const i of t){1==this._select_event(e,\"replace\",[i]).length&&(this._selected_renderer=i)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[i,s]=[t.x.field,t.y.field],n=e.get_array(i),r=e.get_array(s);this._set_intersection(n,r)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const i=this._select_mode(e);if(0==this._select_event(e,i,[t]).length)return}const i=this._select_mode(e);this._select_event(e,i,[t]),this._select_event(e,i,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[i,s]=[e.x.field,e.y.field];if(i&&s){const e=t.data[i],n=t.data[s];this._selected_renderer.data_source.data[i]=e,this._selected_renderer.data_source.data[s]=n}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,\"append\",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}i.LineEditToolView=o,o.__name__=\"LineEditToolView\";class l extends _.LineTool{constructor(e){super(e),this.tool_name=\"Line Edit Tool\",this.icon=d.tool_icon_line_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=4}static init_LineEditTool(){this.prototype.default_view=o,this.define((()=>({dimensions:[r.Dimensions,\"both\"]})))}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}i.LineEditTool=l,l.__name__=\"LineEditTool\",l.init_LineEditTool()},\n", " function _(e,i,t,n,o){n();const s=e(8),_=e(370);class r extends _.EditToolView{_set_intersection(e,i){const t=this.model.intersection_renderer.glyph,n=this.model.intersection_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&(s.isArray(e)?n.data[o]=e:t.x={value:e}),_&&(s.isArray(i)?n.data[_]=i:t.y={value:i}),this._emit_cds_changes(n,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}t.LineToolView=r,r.__name__=\"LineToolView\";class c extends _.EditTool{constructor(e){super(e)}static init_LineTool(){this.define((({AnyRef:e})=>({intersection_renderer:[e()]})))}}t.LineTool=c,c.__name__=\"LineTool\",c.init_LineTool()},\n", " function _(t,s,i,n,e){n();const o=t(1),a=t(237),_=t(20),h=o.__importStar(t(242));function l(t,s,i){const n=new Map;for(const[e,o]of t){const[t,a]=o.r_invert(s,i);n.set(e,{start:t,end:a})}return n}i.update_ranges=l;class r extends a.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:i,sy:n}=t,e=this.plot_view.frame.bbox;if(!e.contains(i,n)){const t=e.h_range,s=e.v_range;(it.end)&&(this.v_axis_only=!0),(ns.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push(\"pan\",{range:this.pan_info})}_update(t,s){const i=this.plot_view.frame,n=t-this.last_dx,e=s-this.last_dy,o=i.bbox.h_range,a=o.start-n,_=o.end-n,h=i.bbox.v_range,r=h.start-e,d=h.end-e,p=this.model.dimensions;let c,m,u,x,v,y;\"width\"!=p&&\"both\"!=p||this.v_axis_only?(c=o.start,m=o.end,u=0):(c=a,m=_,u=-n),\"height\"!=p&&\"both\"!=p||this.h_axis_only?(x=h.start,v=h.end,y=0):(x=r,v=d,y=-e),this.last_dx=t,this.last_dy=s;const{x_scales:g,y_scales:w}=i,f=l(g,c,m),b=l(w,x,v);this.pan_info={xrs:f,yrs:b,sdx:u,sdy:y},this.plot_view.update_range(this.pan_info,{panning:!0})}}i.PanToolView=r,r.__name__=\"PanToolView\";class d extends a.GestureTool{constructor(t){super(t),this.tool_name=\"Pan\",this.event_type=\"pan\",this.default_order=10}static init_PanTool(){this.prototype.default_view=r,this.define((()=>({dimensions:[_.Dimensions,\"both\",{on_update(t,s){switch(t){case\"both\":s.icon=h.tool_icon_pan;break;case\"width\":s.icon=h.tool_icon_xpan;break;case\"height\":s.icon=h.tool_icon_ypan}}}]}))),this.register_alias(\"pan\",(()=>new d({dimensions:\"both\"}))),this.register_alias(\"xpan\",(()=>new d({dimensions:\"width\"}))),this.register_alias(\"ypan\",(()=>new d({dimensions:\"height\"})))}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}i.PanTool=d,d.__name__=\"PanTool\",d.init_PanTool()},\n", " function _(t,e,i,s,n){s();const l=t(136),a=t(156),r=t(19),o=t(237),_=t(242);function h(t){switch(t){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return t}}function d(t,e,i,s){if(null==e)return!1;const n=i.compute(e);return Math.abs(t-n)n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const t=s.invert(e);(tn.top)&&(l=!1)}return l}function c(t,e,i){let s=0;return t>=i.start&&t<=i.end&&(s+=1),e>=i.start&&e<=i.end&&(s+=1),s}function g(t,e,i,s){const n=e.compute(t),l=e.invert(n+i);return l>=s.start&&l<=s.end?l:t}function y(t,e,i){return t>e.start?(e.end=t,i):(e.end=e.start,e.start=t,h(i))}function f(t,e,i){return t=o&&(t.start=a,t.end=r)}i.flip_side=h,i.is_near=d,i.is_inside=u,i.sides_inside=c,i.compute_value=g,i.update_range_end_side=y,i.update_range_start_side=f,i.update_range=m;class v extends o.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(t){this.last_dx=0,this.last_dy=0;const e=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,a=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:c}=r,g=this.model.overlay.line_width+l.EDGE_TOLERANCE;null!=e&&this.model.x_interaction&&(d(t.sx,o,n,g)?this.side=1:d(t.sx,_,n,g)?this.side=2:u(t.sx,t.sy,n,a,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&d(t.sy,c,a,g)&&(this.side=4),0==this.side&&d(t.sy,h,a,g)?this.side=5:u(t.sx,t.sy,n,a,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(t){const e=this.plot_view.frame,i=t.deltaX-this.last_dx,s=t.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=e.x_scale,r=e.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,e.x_range);else if(1==this.side){const t=g(n.start,a,i,e.x_range);this.side=f(t,n,this.side)}else if(2==this.side){const t=g(n.end,a,i,e.x_range);this.side=y(t,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,e.y_range);else if(4==this.side){const t=g(l.start,r,s,e.y_range);this.side=f(t,l,this.side)}else if(5==this.side){const t=g(l.end,r,s,e.y_range);this.side=y(t,l,this.side)}this.last_dx=t.deltaX,this.last_dy=t.deltaY}_pan_end(t){this.side=0}}i.RangeToolView=v,v.__name__=\"RangeToolView\";const p=()=>new l.BoxAnnotation({level:\"overlay\",fill_color:\"lightgrey\",fill_alpha:.5,line_color:\"black\",line_alpha:1,line_width:.5,line_dash:[2,2]});class x extends o.GestureTool{constructor(t){super(t),this.tool_name=\"Range Tool\",this.icon=_.tool_icon_range,this.event_type=\"pan\",this.default_order=1}static init_RangeTool(){this.prototype.default_view=v,this.define((({Boolean:t,Ref:e,Nullable:i})=>({x_range:[i(e(a.Range1d)),null],x_interaction:[t,!0],y_range:[i(e(a.Range1d)),null],y_interaction:[t,!0],overlay:[e(l.BoxAnnotation),p]})))}initialize(){super.initialize(),this.overlay.in_cursor=\"grab\",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?\"ew-resize\":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?\"ns-resize\":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,r.logger.warn(\"RangeTool not configured with any Ranges.\")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=x,x.__name__=\"RangeTool\",x.init_RangeTool()},\n", " function _(e,t,s,o,i){o();const l=e(378),a=e(20),n=e(242);class c extends l.SelectToolView{_tap(e){\"tap\"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){\"doubletap\"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:\"point\",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if(\"select\"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push(\"tap\",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=c,c.__name__=\"TapToolView\";class _ extends l.SelectTool{constructor(e){super(e),this.tool_name=\"Tap\",this.icon=n.tool_icon_tap_select,this.event_type=\"tap\",this.default_order=10}static init_TapTool(){this.prototype.default_view=c,this.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[a.TapBehavior,\"select\"],gesture:[t(\"tap\",\"doubletap\"),\"tap\"],callback:[s(e)]}))),this.register_alias(\"click\",(()=>new _({behavior:\"inspect\"}))),this.register_alias(\"tap\",(()=>new _)),this.register_alias(\"doubletap\",(()=>new _({gesture:\"doubletap\"})))}}s.TapTool=_,_.__name__=\"TapTool\",_.init_TapTool()},\n", " function _(e,t,s,i,n){i();const o=e(237),a=e(20),l=e(242),_=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,i=s.bbox.h_range,n=s.bbox.v_range,[o,a]=[i.start,i.end],[l,h]=[n.start,n.end];let r,d,c,p;switch(this.model.dimension){case\"height\":{const t=Math.abs(h-l);r=o,d=a,c=l-t*e,p=h-t*e;break}case\"width\":{const t=Math.abs(a-o);r=o-t*e,d=a-t*e,c=l,p=h;break}}const{x_scales:m,y_scales:u}=s,w={xrs:_.update_ranges(m,r,d),yrs:_.update_ranges(u,c,p),factor:e};this.plot_view.state.push(\"wheel_pan\",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model)}}s.WheelPanToolView=h,h.__name__=\"WheelPanToolView\";class r extends o.GestureTool{constructor(e){super(e),this.tool_name=\"Wheel Pan\",this.icon=l.tool_icon_wheel_pan,this.event_type=\"scroll\",this.default_order=12}static init_WheelPanTool(){this.prototype.default_view=h,this.define((()=>({dimension:[a.Dimension,\"width\"]}))),this.internal((({Number:e})=>({speed:[e,.001]}))),this.register_alias(\"xwheel_pan\",(()=>new r({dimension:\"width\"}))),this.register_alias(\"ywheel_pan\",(()=>new r({dimension:\"height\"})))}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=r,r.__name__=\"WheelPanTool\",r.init_WheelPanTool()},\n", " function _(e,o,t,s,i){s();const l=e(237),n=e(368),h=e(20),_=e(27),a=e(242);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:l}=e;let n;n=s>=1?20*(s-1):-20/s,this._scroll({type:\"wheel\",sx:o,sy:t,delta:n,ctrlKey:i,shiftKey:l})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:l,sy:h}=e,_=this.model.dimensions,a=(\"width\"==_||\"both\"==_)&&s.start({dimensions:[h.Dimensions,\"both\"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),this.register_alias(\"wheel_zoom\",(()=>new r({dimensions:\"both\"}))),this.register_alias(\"xwheel_zoom\",(()=>new r({dimensions:\"width\"}))),this.register_alias(\"ywheel_zoom\",(()=>new r({dimensions:\"height\"})))}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=r,r.__name__=\"WheelZoomTool\",r.init_WheelZoomTool()},\n", " function _(i,s,t,o,e){o();const n=i(247),l=i(233),h=i(20),a=i(13),r=i(242);class _ extends n.InspectToolView{_move(i){if(!this.model.active)return;const{sx:s,sy:t}=i;this.plot_view.frame.bbox.contains(s,t)?this._update_spans(s,t):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,s){const t=this.model.dimensions;\"width\"!=t&&\"both\"!=t||(this.model.spans.width.location=s),\"height\"!=t&&\"both\"!=t||(this.model.spans.height.location=i)}}t.CrosshairToolView=_,_.__name__=\"CrosshairToolView\";class c extends n.InspectTool{constructor(i){super(i),this.tool_name=\"Crosshair\",this.icon=r.tool_icon_crosshair}static init_CrosshairTool(){function i(i,s){return new l.Span({for_hover:!0,dimension:s,location_units:\"screen\",level:\"overlay\",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}this.prototype.default_view=_,this.define((({Alpha:i,Number:s,Color:t})=>({dimensions:[h.Dimensions,\"both\"],line_color:[t,\"black\"],line_width:[s,1],line_alpha:[i,1]}))),this.internal((({Struct:s,Ref:t})=>({spans:[s({width:t(l.Span),height:t(l.Span)}),s=>({width:i(s,\"width\"),height:i(s,\"height\")})]}))),this.register_alias(\"crosshair\",(()=>new c))}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return a.values(this.spans)}}t.CrosshairTool=c,c.__name__=\"CrosshairTool\",c.init_CrosshairTool()},\n", " function _(t,e,s,o,r){o();const n=t(53),i=t(13),a=t(34);class u extends n.Model{constructor(t){super(t)}static init_CustomJSHover(){this.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,\"\"]})))}get values(){return i.values(this.args)}_make_code(t,e,s,o){return new Function(...i.keys(this.args),t,e,s,a.use_strict(o))}format(t,e,s){return this._make_code(\"value\",\"format\",\"special_vars\",this.code)(...this.values,t,e,s)}}s.CustomJSHover=u,u.__name__=\"CustomJSHover\",u.init_CustomJSHover()},\n", " function _(e,t,n,s,o){s();const i=e(1),r=e(247),l=e(390),a=e(254),c=e(61),_=e(123),d=e(62),p=e(63),h=e(127),u=i.__importStar(e(107)),m=e(182),y=e(43),f=e(22),x=e(13),v=e(245),w=e(8),g=e(122),b=e(20),k=e(242),C=e(15),S=e(161),T=i.__importStar(e(255));function $(e,t,n,s,o,i){const r={x:o[e],y:i[e]},l={x:o[e+1],y:i[e+1]};let a,c;if(\"span\"==t.type)\"h\"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=u.dist_2_pts(r,e),c=u.dist_2_pts(l,e)}return adelete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new a.Tooltip({custom:w.isString(n)||w.isFunction(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof c.GlyphRenderer?e.set(t,s):t instanceof _.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await g.build_views(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const o=[...function*(){for(const e of t)e instanceof c.GlyphRenderer?yield e:e instanceof _.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],i=this._slots.get(this._update);if(null!=i){const e=new Set(o.map((e=>e.data_source)));C.Signal.disconnect_receiver(this,i,e)}for(const e of o)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return S.compute_renderers(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if(\"mouse\"==this.model.mode)n={type:\"point\",sx:e,sy:t};else{n={type:\"span\",direction:\"vline\"==this.model.mode?\"h\":\"v\",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if(\"point\"!=t.type&&\"span\"!=t.type)return;if(!(e instanceof c.GlyphRenderer))return;if(\"ignore\"==this.model.muted_policy&&e.muted)return;const o=this.ttmodels.get(e);if(null==o)return;const i=e.get_selection_manager();let r=i.inspectors.get(e);if(r=e.view.convert_selection_to_subset(r),r.is_empty())return void o.clear();const l=i.source,a=this.plot_view.renderer_view(e);if(null==a)return;const{sx:_,sy:d}=t,u=a.coordinates.x_scale,m=a.coordinates.y_scale,f=u.invert(_),v=m.invert(d),{glyph:w}=a,g=[];if(w instanceof p.LineView)for(const n of r.line_indices){let s,o,i=w._x[n+1],a=w._y[n+1],c=n;switch(this.model.line_policy){case\"interp\":[i,a]=w.get_interpolation_hit(n,t),s=u.compute(i),o=m.compute(a);break;case\"prev\":[[s,o],c]=R(w.sx,w.sy,n);break;case\"next\":[[s,o],c]=R(w.sx,w.sy,n+1);break;case\"nearest\":[[s,o],c]=$(n,t,_,d,w.sx,w.sy),i=w._x[c],a=w._y[c];break;default:[s,o]=[_,d]}const p={index:c,x:f,y:v,sx:_,sy:d,data_x:i,data_y:a,rx:s,ry:o,indices:r.line_indices,name:e.name};g.push([s,o,this._render_tooltips(l,c,p)])}for(const t of r.image_indices){const n={index:t.index,x:f,y:v,sx:_,sy:d,name:e.name},s=this._render_tooltips(l,t,n);g.push([_,d,s])}for(const o of r.indices)if(w instanceof h.MultiLineView&&!x.isEmpty(r.multiline_indices))for(const n of r.multiline_indices[o.toString()]){let s,i,a,p=w._xs.get(o)[n],h=w._ys.get(o)[n],y=n;switch(this.model.line_policy){case\"interp\":[p,h]=w.get_interpolation_hit(o,n,t),s=u.compute(p),i=m.compute(h);break;case\"prev\":[[s,i],y]=R(w.sxs.get(o),w.sys.get(o),n);break;case\"next\":[[s,i],y]=R(w.sxs.get(o),w.sys.get(o),n+1);break;case\"nearest\":[[s,i],y]=$(n,t,_,d,w.sxs.get(o),w.sys.get(o)),p=w._xs.get(o)[y],h=w._ys.get(o)[y];break;default:throw new Error(\"shouldn't have happened\")}a=e instanceof c.GlyphRenderer?e.view.convert_indices_from_subset([o])[0]:o;const x={index:a,x:f,y:v,sx:_,sy:d,data_x:p,data_y:h,segment_index:y,indices:r.multiline_indices,name:e.name};g.push([s,i,this._render_tooltips(l,a,x)])}else{const t=null===(n=w._x)||void 0===n?void 0:n[o],i=null===(s=w._y)||void 0===s?void 0:s[o];let a,p,h;if(\"snap_to_data\"==this.model.point_policy){let e=w.get_anchor_point(this.model.anchor,o,[_,d]);if(null==e&&(e=w.get_anchor_point(\"center\",o,[_,d]),null==e))continue;a=e.x,p=e.y}else[a,p]=[_,d];h=e instanceof c.GlyphRenderer?e.view.convert_indices_from_subset([o])[0]:o;const u={index:h,x:f,y:v,sx:_,sy:d,data_x:t,data_y:i,indices:r.indices,name:e.name};g.push([a,p,this._render_tooltips(l,h,u)])}if(0==g.length)o.clear();else{const{content:e}=o;y.empty(o.content);for(const[,,t]of g)null!=t&&e.appendChild(t);const[t,n]=g[g.length-1];o.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof c.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:o,y_scale:i}=s.coordinates,r=o.invert(e.sx),l=i.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=y.div({style:{display:\"table\",borderSpacing:\"2px\"}});for(const[n]of e){const e=y.div({style:{display:\"table-row\"}});t.appendChild(e);const s=y.div({style:{display:\"table-cell\"},class:T.tooltip_row_label},0!=n.length?`${n}: `:\"\");e.appendChild(s);const o=y.span();o.dataset.value=\"\";const i=y.span({class:T.tooltip_color_block},\" \");i.dataset.swatch=\"\",y.undisplay(i);const r=y.div({style:{display:\"table-cell\"},class:T.tooltip_row_value},o,i);e.appendChild(r)}return t}_render_template(e,t,n,s,o){const i=e.cloneNode(!0),r=i.querySelectorAll(\"[data-value]\"),l=i.querySelectorAll(\"[data-swatch]\"),a=/\\$color(\\[.*\\])?:(\\w*)/,c=/\\$swatch:(\\w*)/;for(const[[,e],i]of v.enumerate(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,o=n.get_column(e);if(null==o)r[i].textContent=`${e} unknown`;else{const e=w.isNumber(s)?o[s]:null;null!=e&&(l[i].style.backgroundColor=f.color2css(e),y.display(l[i]))}}if(null!=_){const[,e=\"\",t]=_,o=n.get_column(t);if(null==o){r[i].textContent=`${t} unknown`;continue}const a=e.indexOf(\"hex\")>=0,c=e.indexOf(\"swatch\")>=0,d=w.isNumber(s)?o[s]:null;if(null==d){r[i].textContent=\"(null)\";continue}r[i].textContent=a?f.color2hex(d):f.color2css(d),c&&(l[i].style.backgroundColor=f.color2css(d),y.display(l[i]))}}else{const t=m.replace_placeholders(e.replace(\"$~\",\"$data_\"),n,s,this.model.formatters,o);if(w.isString(t))r[i].textContent=t;else for(const e of t)r[i].appendChild(e)}}return i}_render_tooltips(e,t,n){var s;const{tooltips:o}=this.model;if(w.isString(o)){const s=m.replace_placeholders({html:o},e,t,this.model.formatters,n);return y.div({},s)}if(w.isFunction(o))return o(e,n);if(null!=o){const i=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(o);return this._render_template(i,o,e,t,n)}return null}}n.HoverToolView=H,H.__name__=\"HoverToolView\";class M extends r.InspectTool{constructor(e){super(e),this.tool_name=\"Hover\",this.icon=k.tool_icon_hover}static init_HoverTool(){this.prototype.default_view=H,this.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:o,Dict:i,Or:r,Ref:a,Function:c,Auto:_,Nullable:p})=>({tooltips:[p(r(n,s(o(n,n)),c())),[[\"index\",\"$index\"],[\"data (x, y)\",\"($x, $y)\"],[\"screen (x, y)\",\"($sx, $sy)\"]]],formatters:[i(r(a(l.CustomJSHover),m.FormatterType)),{}],renderers:[r(s(a(d.DataRenderer)),_),\"auto\"],names:[s(n),[]],mode:[b.HoverMode,\"mouse\"],muted_policy:[b.MutedPolicy,\"show\"],point_policy:[b.PointPolicy,\"snap_to_data\"],line_policy:[b.LinePolicy,\"nearest\"],show_arrow:[t,!0],anchor:[b.Anchor,\"center\"],attachment:[b.TooltipAttachment,\"horizontal\"],callback:[p(e)]}))),this.register_alias(\"hover\",(()=>new M))}}n.HoverTool=M,M.__name__=\"HoverTool\",M.init_HoverTool()},\n", " function _(t,o,e,n,i){n();const s=t(15),l=t(53),c=t(238),r=t(247),a=t(245);class u extends l.Model{constructor(t){super(t)}static init_ToolProxy(){this.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(c.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof r.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new s.Signal0(this,\"do\")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of a.enumerate(t))if(null==e)o.push(null);else{const t=()=>{var t,o;for(const e of this.tools)null===(o=null===(t=e.menu)||void 0===t?void 0:t[n])||void 0===o||o.handler()};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=u,u.__name__=\"ToolProxy\",u.init_ToolProxy()},\n", " function _(o,t,s,i,e){i();const n=o(20),r=o(9),l=o(13),c=o(248),h=o(235),a=o(392),_=o(319),p=o(221);class f extends c.ToolbarBase{constructor(o){super(o)}static init_ProxyToolbar(){this.define((({Array:o,Ref:t})=>({toolbars:[o(t(h.Toolbar)),[]]})))}initialize(){super.initialize(),this._merge_tools()}_merge_tools(){this._proxied_tools=[];const o={},t={},s={},i=[],e=[];for(const o of this.help)r.includes(e,o.redirect)||(i.push(o),e.push(o.redirect));this._proxied_tools.push(...i),this.help=i;for(const[o,t]of l.entries(this.gestures)){o in s||(s[o]={});for(const i of t.tools)i.type in s[o]||(s[o][i.type]=[]),s[o][i.type].push(i)}for(const t of this.inspectors)t.type in o||(o[t.type]=[]),o[t.type].push(t);for(const o of this.actions)o.type in t||(t[o.type]=[]),t[o.type].push(o);const n=(o,t=!1)=>{const s=new a.ToolProxy({tools:o,active:t});return this._proxied_tools.push(s),s};for(const o of l.keys(s)){const t=this.gestures[o];t.tools=[];for(const i of l.keys(s[o])){const e=s[o][i];if(e.length>0)if(\"multi\"==o)for(const o of e){const s=n([o]);t.tools.push(s),this.connect(s.properties.active.change,(()=>this._active_change(s)))}else{const o=n(e);t.tools.push(o),this.connect(o.properties.active.change,(()=>this._active_change(o)))}}}this.actions=[];for(const[o,s]of l.entries(t))if(\"CustomAction\"==o)for(const o of s)this.actions.push(n([o]));else s.length>0&&this.actions.push(n(s));this.inspectors=[];for(const t of l.values(o))t.length>0&&this.inspectors.push(n(t,!0));for(const[o,t]of l.entries(this.gestures))0!=t.tools.length&&(t.tools=r.sort_by(t.tools,(o=>o.default_order)),\"pinch\"!=o&&\"scroll\"!=o&&\"multi\"!=o&&(t.tools[0].active=!0))}}s.ProxyToolbar=f,f.__name__=\"ProxyToolbar\",f.init_ProxyToolbar();class u extends _.LayoutDOMView{initialize(){this.model.toolbar.toolbar_location=this.model.toolbar_location,super.initialize()}get child_models(){return[this.model.toolbar]}_update_layout(){this.layout=new p.ContentBox(this.child_views[0].el);const{toolbar:o}=this.model;o.horizontal?this.layout.set_sizing({width_policy:\"fit\",min_width:100,height_policy:\"fixed\"}):this.layout.set_sizing({width_policy:\"fixed\",height_policy:\"fit\",min_height:100})}}s.ToolbarBoxView=u,u.__name__=\"ToolbarBoxView\";class y extends _.LayoutDOM{constructor(o){super(o)}static init_ToolbarBox(){this.prototype.default_view=u,this.define((({Ref:o})=>({toolbar:[o(c.ToolbarBase)],toolbar_location:[n.Location,\"right\"]})))}}s.ToolbarBox=y,y.__name__=\"ToolbarBox\",y.init_ToolbarBox()},\n", " function _(e,n,r,t,o){t();const s=e(1),u=e(53),c=s.__importStar(e(21)),a=e(8),l=e(13);r.resolve_defs=function(e,n){var r,t,o,s;function i(e){return null!=e.module?`${e.module}.${e.name}`:e.name}function f(e){if(a.isString(e))switch(e){case\"Any\":return c.Any;case\"Unknown\":return c.Unknown;case\"Boolean\":return c.Boolean;case\"Number\":return c.Number;case\"Int\":return c.Int;case\"String\":return c.String;case\"Null\":return c.Null}else switch(e[0]){case\"Nullable\":{const[,n]=e;return c.Nullable(f(n))}case\"Or\":{const[,...n]=e;return c.Or(...n.map(f))}case\"Tuple\":{const[,n,...r]=e;return c.Tuple(f(n),...r.map(f))}case\"Array\":{const[,n]=e;return c.Array(f(n))}case\"Struct\":{const[,...n]=e,r=n.map((([e,n])=>[e,f(n)]));return c.Struct(l.to_object(r))}case\"Dict\":{const[,n]=e;return c.Dict(f(n))}case\"Map\":{const[,n,r]=e;return c.Map(f(n),f(r))}case\"Enum\":{const[,...n]=e;return c.Enum(...n)}case\"Ref\":{const[,r]=e,t=n.get(i(r));if(null!=t)return c.Ref(t);throw new Error(`${i(r)} wasn't defined before referencing it`)}case\"AnyRef\":return c.AnyRef()}}for(const c of e){const e=(()=>{if(null==c.extends)return u.Model;{const e=n.get(i(c.extends));if(null!=e)return e;throw new Error(`base model ${i(c.extends)} of ${i(c)} is not defined`)}})(),a=((s=class extends e{}).__name__=c.name,s.__module__=c.module,s);for(const e of null!==(r=c.properties)&&void 0!==r?r:[]){const n=f(null!==(t=e.kind)&&void 0!==t?t:\"Unknown\");a.define({[e.name]:[n,e.default]})}for(const e of null!==(o=c.overrides)&&void 0!==o?o:[])a.override({[e.name]:e.default});n.register(a)}}},\n", " function _(n,e,t,o,i){o();const d=n(5),c=n(240),s=n(122),a=n(43),l=n(396);t.index={},t.add_document_standalone=async function(n,e,o=[],i=!1){const u=new Map;async function f(i){let d;const f=n.roots().indexOf(i),r=o[f];null!=r?d=r:e.classList.contains(l.BOKEH_ROOT)?d=e:(d=a.div({class:l.BOKEH_ROOT}),e.appendChild(d));const w=await s.build_view(i,{parent:null});return w instanceof c.DOMView&&w.renderTo(d),u.set(i,w),t.index[i.id]=w,w}for(const e of n.roots())await f(e);return i&&(window.document.title=n.title()),n.on_change((n=>{n instanceof d.RootAddedEvent?f(n.model):n instanceof d.RootRemovedEvent?function(n){const e=u.get(n);null!=e&&(e.remove(),u.delete(n),delete t.index[n.id])}(n.model):i&&n instanceof d.TitleChangedEvent&&(window.document.title=n.title)})),[...u.values()]}},\n", " function _(o,e,n,t,r){t();const l=o(43),d=o(44);function u(o){let e=document.getElementById(o);if(null==e)throw new Error(`Error rendering Bokeh model: could not find #${o} HTML tag`);if(!document.body.contains(e))throw new Error(`Error rendering Bokeh model: element #${o} must be under `);if(\"SCRIPT\"==e.tagName){const o=l.div({class:n.BOKEH_ROOT});l.replaceWith(e,o),e=o}return e}n.BOKEH_ROOT=d.root,n._resolve_element=function(o){const{elementid:e}=o;return null!=e?u(e):document.body},n._resolve_root_elements=function(o){const e=[];if(null!=o.root_ids&&null!=o.roots)for(const n of o.root_ids)e.push(u(o.roots[n]));return e}},\n", " function _(n,o,t,s,e){s();const c=n(398),r=n(19),a=n(395);t._get_ws_url=function(n,o){let t,s=\"ws:\";return\"https:\"==window.location.protocol&&(s=\"wss:\"),null!=o?(t=document.createElement(\"a\"),t.href=o):t=window.location,null!=n?\"/\"==n&&(n=\"\"):n=t.pathname.replace(/\\/+$/,\"\"),s+\"//\"+t.host+n+\"/ws\"};const i={};t.add_document_from_session=async function(n,o,t,s=[],e=!1){const l=window.location.search.substr(1);let d;try{d=await function(n,o,t){const s=c.parse_token(o).session_id;n in i||(i[n]={});const e=i[n];return s in e||(e[s]=c.pull_session(n,o,t)),e[s]}(n,o,l)}catch(n){const t=c.parse_token(o).session_id;throw r.logger.error(`Failed to load Bokeh session 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connection was already closed\"),s(new Error(\"The connection has been closed\"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create(\"PATCH-DOC\",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug(\"Created a new session from new pulled doc\"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug(\"Updated existing session with new pulled doc\")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error(\"Got a message with no current handler set\");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject(\"Disconnected\"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s=\"Could not open websocket\";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: 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this.request_server_info()}_document_changed(e){if(e.setter_id===this.id)return;const t=e instanceof c.DocumentEventBatch?e.events:[e],n=this.document.create_json_patch(t),s=i.Message.create(\"PATCH-DOC\",{},n);this._connection.send(s)}_handle_patch(e){this.document.apply_json_patch(e.content,e.buffers,this.id)}_handle_ok(e){_.logger.trace(`Unhandled OK reply to ${e.reqid()}`)}_handle_error(e){_.logger.error(`Unhandled ERROR reply to ${e.reqid()}: ${e.content.text}`)}}n.ClientSession=r,r.__name__=\"ClientSession\"},\n", " function _(e,o,t,n,r){n();const s=e(1),l=e(5),i=e(400),a=e(19),c=e(43),g=e(13),f=e(395),u=e(396),m=s.__importDefault(e(44)),p=s.__importDefault(e(253)),d=s.__importDefault(e(403));function _(e,o){o.buffers.length>0?e.consume(o.buffers[0].buffer):e.consume(o.content.data);const t=e.message;null!=t&&this.apply_json_patch(t.content,t.buffers)}function b(e,o){if(\"undefined\"!=typeof Jupyter&&null!=Jupyter.notebook.kernel){a.logger.info(`Registering Jupyter comms for 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permission.\n", " * \n", " * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n", " * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n", " * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n", " * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n", " * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n", " * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n", " * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n", " * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n", " * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n", " * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n", " * THE POSSIBILITY OF SUCH DAMAGE.\n", " */\n", " (function(root, factory) {\n", " factory(root[\"Bokeh\"], \"2.3.3\");\n", " })(this, function(Bokeh, version) {\n", " var define;\n", " return (function(modules, entry, aliases, externals) {\n", " const bokeh = typeof Bokeh !== \"undefined\" && (version != null ? 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u.TextLikeInput{constructor(t){super(t)}static init_TextInput(){this.prototype.default_view=a}}n.TextInput=c,c.__name__=\"TextInput\",c.init_TextInput()},\n", " 425: function _(e,t,n,i,l){i();const s=e(426);class h extends s.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.name.change,(()=>{var e;return this.input_el.name=null!==(e=this.model.name)&&void 0!==e?e:\"\"})),this.connect(this.model.properties.value.change,(()=>this.input_el.value=this.model.value)),this.connect(this.model.properties.value_input.change,(()=>this.input_el.value=this.model.value_input)),this.connect(this.model.properties.disabled.change,(()=>this.input_el.disabled=this.model.disabled)),this.connect(this.model.properties.placeholder.change,(()=>this.input_el.placeholder=this.model.placeholder)),this.connect(this.model.properties.max_length.change,(()=>{const{max_length:e}=this.model;null!=e?this.input_el.maxLength=e:this.input_el.removeAttribute(\"maxLength\")}))}render(){var e;super.render(),this._render_input();const{input_el:t}=this;t.name=null!==(e=this.model.name)&&void 0!==e?e:\"\",t.value=this.model.value,t.disabled=this.model.disabled,t.placeholder=this.model.placeholder,null!=this.model.max_length&&(t.maxLength=this.model.max_length),t.addEventListener(\"change\",(()=>this.change_input())),t.addEventListener(\"input\",(()=>this.change_input_value())),this.group_el.appendChild(t)}change_input(){this.model.value=this.input_el.value,super.change_input()}change_input_value(){this.model.value_input=this.input_el.value,super.change_input()}}n.TextLikeInputView=h,h.__name__=\"TextLikeInputView\";class a extends s.InputWidget{constructor(e){super(e)}static init_TextLikeInput(){this.define((({Int:e,String:t,Nullable:n})=>({value:[t,\"\"],value_input:[t,\"\"],placeholder:[t,\"\"],max_length:[n(e),null]})))}}n.TextLikeInput=a,a.__name__=\"TextLikeInput\",a.init_TextLikeInput()},\n", " 426: function _(t,e,i,n,s){n();const l=t(1),o=t(420),r=t(43),_=l.__importStar(t(427)),p=_;class d extends o.ControlView{*controls(){yield this.input_el}connect_signals(){super.connect_signals(),this.connect(this.model.properties.title.change,(()=>{this.label_el.textContent=this.model.title}))}styles(){return[...super.styles(),_.default]}render(){super.render();const{title:t}=this.model;this.label_el=r.label({style:{display:0==t.length?\"none\":\"\"}},t),this.group_el=r.div({class:p.input_group},this.label_el),this.el.appendChild(this.group_el)}change_input(){}}i.InputWidgetView=d,d.__name__=\"InputWidgetView\";class u extends o.Control{constructor(t){super(t)}static init_InputWidget(){this.define((({String:t})=>({title:[t,\"\"]})))}}i.InputWidget=u,u.__name__=\"InputWidget\",u.init_InputWidget()},\n", " 427: function _(o,i,t,n,p){n(),t.root=\"bk-root\",t.input=\"bk-input\",t.input_group=\"bk-input-group\",t.inline=\"bk-inline\",t.spin_wrapper=\"bk-spin-wrapper\",t.spin_btn=\"bk-spin-btn\",t.spin_btn_up=\"bk-spin-btn-up\",t.spin_btn_down=\"bk-spin-btn-down\",t.default='.bk-root .bk-input{display:inline-block;width:100%;flex-grow:1;-webkit-flex-grow:1;min-height:31px;padding:0 12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;}.bk-root .bk-input:focus{border-color:#66afe9;outline:0;box-shadow:inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(102, 175, 233, 0.6);}.bk-root .bk-input::placeholder,.bk-root .bk-input:-ms-input-placeholder,.bk-root .bk-input::-moz-placeholder,.bk-root .bk-input::-webkit-input-placeholder{color:#999;opacity:1;}.bk-root .bk-input[disabled]{cursor:not-allowed;background-color:#eee;opacity:1;}.bk-root select:not([multiple]).bk-input,.bk-root select:not([size]).bk-input{height:auto;appearance:none;-webkit-appearance:none;background-image:url(\\'data:image/svg+xml;utf8,\\');background-position:right 0.5em center;background-size:8px 6px;background-repeat:no-repeat;}.bk-root select[multiple].bk-input,.bk-root select[size].bk-input,.bk-root textarea.bk-input{height:auto;}.bk-root .bk-input-group{width:100%;height:100%;display:inline-flex;display:-webkit-inline-flex;flex-wrap:nowrap;-webkit-flex-wrap:nowrap;align-items:start;-webkit-align-items:start;flex-direction:column;-webkit-flex-direction:column;white-space:nowrap;}.bk-root .bk-input-group.bk-inline{flex-direction:row;-webkit-flex-direction:row;}.bk-root .bk-input-group.bk-inline > *:not(:first-child){margin-left:5px;}.bk-root .bk-input-group input[type=\"checkbox\"] + span,.bk-root .bk-input-group input[type=\"radio\"] + span{position:relative;top:-2px;margin-left:3px;}.bk-root .bk-input-group > .bk-spin-wrapper{display:inherit;width:inherit;height:inherit;position:relative;overflow:hidden;padding:0;vertical-align:middle;}.bk-root .bk-input-group > .bk-spin-wrapper input{padding-right:20px;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn{position:absolute;display:block;height:50%;min-height:0;min-width:0;width:30px;padding:0;margin:0;right:0;border:none;background:none;cursor:pointer;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn:before{content:\"\";display:inline-block;transform:translateY(-50%);border-left:5px solid transparent;border-right:5px solid transparent;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up{top:0;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up:before{border-bottom:5px solid black;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up:disabled:before{border-bottom-color:grey;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down{bottom:0;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down:before{border-top:5px solid black;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down:disabled:before{border-top-color:grey;}'},\n", " 428: function _(t,e,n,i,o){i();const s=t(419),u=t(264);class c extends s.AbstractButtonView{click(){this.model.trigger_event(new u.ButtonClick),super.click()}}n.ButtonView=c,c.__name__=\"ButtonView\";class _ extends s.AbstractButton{constructor(t){super(t)}static init_Button(){this.prototype.default_view=c,this.override({label:\"Button\"})}}n.Button=_,_.__name__=\"Button\",_.init_Button()},\n", " 429: function _(t,e,o,i,c){i();const n=t(1),s=t(430),a=t(43),u=n.__importStar(t(328));class r extends s.ButtonGroupView{get active(){return new Set(this.model.active)}change_active(t){const{active:e}=this;e.has(t)?e.delete(t):e.add(t),this.model.active=[...e].sort()}_update_active(){const{active:t}=this;this._buttons.forEach(((e,o)=>{a.classes(e).toggle(u.active,t.has(o))}))}}o.CheckboxButtonGroupView=r,r.__name__=\"CheckboxButtonGroupView\";class _ extends s.ButtonGroup{constructor(t){super(t)}static init_CheckboxButtonGroup(){this.prototype.default_view=r,this.define((({Int:t,Array:e})=>({active:[e(t),[]]})))}}o.CheckboxButtonGroup=_,_.__name__=\"CheckboxButtonGroup\",_.init_CheckboxButtonGroup()},\n", " 430: function _(t,e,n,s,i){s();const o=t(1),r=t(420),u=t(20),a=t(43),_=o.__importStar(t(328)),l=_;class c extends r.ControlView{*controls(){yield*this._buttons}connect_signals(){super.connect_signals();const t=this.model.properties;this.on_change(t.button_type,(()=>this.render())),this.on_change(t.labels,(()=>this.render())),this.on_change(t.active,(()=>this._update_active()))}styles(){return[...super.styles(),_.default]}render(){super.render(),this._buttons=this.model.labels.map(((t,e)=>{const n=a.div({class:[l.btn,l[`btn_${this.model.button_type}`]],disabled:this.model.disabled},t);return n.addEventListener(\"click\",(()=>this.change_active(e))),n})),this._update_active();const t=a.div({class:l.btn_group},this._buttons);this.el.appendChild(t)}}n.ButtonGroupView=c,c.__name__=\"ButtonGroupView\";class d extends r.Control{constructor(t){super(t)}static init_ButtonGroup(){this.define((({String:t,Array:e})=>({labels:[e(t),[]],button_type:[u.ButtonType,\"default\"]})))}}n.ButtonGroup=d,d.__name__=\"ButtonGroup\",d.init_ButtonGroup()},\n", " 431: function _(e,t,i,n,s){n();const o=e(1),c=e(432),a=e(43),l=e(9),d=o.__importStar(e(427));class h extends c.InputGroupView{render(){super.render();const e=a.div({class:[d.input_group,this.model.inline?d.inline:null]});this.el.appendChild(e);const{active:t,labels:i}=this.model;this._inputs=[];for(let n=0;nthis.change_active(n))),this._inputs.push(s),this.model.disabled&&(s.disabled=!0),l.includes(t,n)&&(s.checked=!0);const o=a.label({},s,a.span({},i[n]));e.appendChild(o)}}change_active(e){const t=new Set(this.model.active);t.has(e)?t.delete(e):t.add(e),this.model.active=[...t].sort()}}i.CheckboxGroupView=h,h.__name__=\"CheckboxGroupView\";class p extends c.InputGroup{constructor(e){super(e)}static init_CheckboxGroup(){this.prototype.default_view=h,this.define((({Boolean:e,Int:t,String:i,Array:n})=>({active:[n(t),[]],labels:[n(i),[]],inline:[e,!1]})))}}i.CheckboxGroup=p,p.__name__=\"CheckboxGroup\",p.init_CheckboxGroup()},\n", " 432: function _(n,t,e,s,o){s();const r=n(1),u=n(420),c=r.__importDefault(n(427));class _ extends u.ControlView{*controls(){yield*this._inputs}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.render()))}styles(){return[...super.styles(),c.default]}}e.InputGroupView=_,_.__name__=\"InputGroupView\";class i extends u.Control{constructor(n){super(n)}}e.InputGroup=i,i.__name__=\"InputGroup\"},\n", " 433: function _(e,i,t,n,o){n();const s=e(1),l=e(426),r=e(43),c=e(22),a=s.__importStar(e(427));class d extends l.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.name.change,(()=>{var e;return this.input_el.name=null!==(e=this.model.name)&&void 0!==e?e:\"\"})),this.connect(this.model.properties.color.change,(()=>this.input_el.value=c.color2hexrgb(this.model.color))),this.connect(this.model.properties.disabled.change,(()=>this.input_el.disabled=this.model.disabled))}render(){super.render(),this.input_el=r.input({type:\"color\",class:a.input,name:this.model.name,value:this.model.color,disabled:this.model.disabled}),this.input_el.addEventListener(\"change\",(()=>this.change_input())),this.group_el.appendChild(this.input_el)}change_input(){this.model.color=this.input_el.value,super.change_input()}}t.ColorPickerView=d,d.__name__=\"ColorPickerView\";class h extends l.InputWidget{constructor(e){super(e)}static init_ColorPicker(){this.prototype.default_view=d,this.define((({Color:e})=>({color:[e,\"#000000\"]})))}}t.ColorPicker=h,h.__name__=\"ColorPicker\",h.init_ColorPicker()},\n", " 434: function _(e,t,i,n,s){n();const a=e(1),l=a.__importDefault(e(435)),o=e(426),d=e(43),r=e(20),c=e(8),h=a.__importStar(e(427)),u=a.__importDefault(e(436));function _(e){const t=[];for(const i of e)if(c.isString(i))t.push(i);else{const[e,n]=i;t.push({from:e,to:n})}return t}class p extends o.InputWidgetView{connect_signals(){super.connect_signals();const{value:e,min_date:t,max_date:i,disabled_dates:n,enabled_dates:s,position:a,inline:l}=this.model.properties;this.connect(e.change,(()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.setDate(this.model.value)})),this.connect(t.change,(()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"minDate\",this.model.min_date)})),this.connect(i.change,(()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"maxDate\",this.model.max_date)})),this.connect(n.change,(()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"disable\",this.model.disabled_dates)})),this.connect(s.change,(()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"enable\",this.model.enabled_dates)})),this.connect(a.change,(()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"position\",this.model.position)})),this.connect(l.change,(()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"inline\",this.model.inline)}))}remove(){var e;null===(e=this._picker)||void 0===e||e.destroy(),super.remove()}styles(){return[...super.styles(),u.default]}render(){var e,t;null==this._picker&&(super.render(),this.input_el=d.input({type:\"text\",class:h.input,disabled:this.model.disabled}),this.group_el.appendChild(this.input_el),this._picker=l.default(this.input_el,{defaultDate:this.model.value,minDate:null!==(e=this.model.min_date)&&void 0!==e?e:void 0,maxDate:null!==(t=this.model.max_date)&&void 0!==t?t:void 0,inline:this.model.inline,position:this.model.position,disable:_(this.model.disabled_dates),enable:_(this.model.enabled_dates),onChange:(e,t,i)=>this._on_change(e,t,i)}))}_on_change(e,t,i){this.model.value=t,this.change_input()}}i.DatePickerView=p,p.__name__=\"DatePickerView\";class m extends o.InputWidget{constructor(e){super(e)}static init_DatePicker(){this.prototype.default_view=p,this.define((({Boolean:e,String:t,Array:i,Tuple:n,Or:s,Nullable:a})=>{const l=i(s(t,n(t,t)));return{value:[t],min_date:[a(t),null],max_date:[a(t),null],disabled_dates:[l,[]],enabled_dates:[l,[]],position:[r.CalendarPosition,\"auto\"],inline:[e,!1]}}))}}i.DatePicker=m,m.__name__=\"DatePicker\",m.init_DatePicker()},\n", " 435: function _(e,n,t,a,i){\n", " /* flatpickr v4.6.6, @license MIT */var o,r;o=this,r=function(){\"use strict\";\n", " /*! *****************************************************************************\n", " Copyright (c) Microsoft Corporation.\n", " \n", " Permission to use, copy, modify, and/or distribute this software for any\n", " purpose with or without fee is hereby granted.\n", " \n", " THE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH\n", " REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY\n", " AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,\n", " INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM\n", " LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR\n", " OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR\n", " PERFORMANCE OF THIS SOFTWARE.\n", " ***************************************************************************** */var e=function(){return(e=Object.assign||function(e){for(var n,t=1,a=arguments.length;t\",noCalendar:!1,now:new Date,onChange:[],onClose:[],onDayCreate:[],onDestroy:[],onKeyDown:[],onMonthChange:[],onOpen:[],onParseConfig:[],onReady:[],onValueUpdate:[],onYearChange:[],onPreCalendarPosition:[],plugins:[],position:\"auto\",positionElement:void 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Date(parseFloat(n))},w:p,y:function(e,n){e.setFullYear(2e3+parseFloat(n))}},D={D:\"(\\\\w+)\",F:\"(\\\\w+)\",G:\"(\\\\d\\\\d|\\\\d)\",H:\"(\\\\d\\\\d|\\\\d)\",J:\"(\\\\d\\\\d|\\\\d)\\\\w+\",K:\"\",M:\"(\\\\w+)\",S:\"(\\\\d\\\\d|\\\\d)\",U:\"(.+)\",W:\"(\\\\d\\\\d|\\\\d)\",Y:\"(\\\\d{4})\",Z:\"(.+)\",d:\"(\\\\d\\\\d|\\\\d)\",h:\"(\\\\d\\\\d|\\\\d)\",i:\"(\\\\d\\\\d|\\\\d)\",j:\"(\\\\d\\\\d|\\\\d)\",l:\"(\\\\w+)\",m:\"(\\\\d\\\\d|\\\\d)\",n:\"(\\\\d\\\\d|\\\\d)\",s:\"(\\\\d\\\\d|\\\\d)\",u:\"(.+)\",w:\"(\\\\d\\\\d|\\\\d)\",y:\"(\\\\d{2})\"},w={Z:function(e){return e.toISOString()},D:function(e,n,t){return n.weekdays.shorthand[w.w(e,n,t)]},F:function(e,n,t){return h(w.n(e,n,t)-1,!1,n)},G:function(e,n,t){return o(w.h(e,n,t))},H:function(e){return o(e.getHours())},J:function(e,n){return void 0!==n.ordinal?e.getDate()+n.ordinal(e.getDate()):e.getDate()},K:function(e,n){return n.amPM[r(e.getHours()>11)]},M:function(e,n){return h(e.getMonth(),!0,n)},S:function(e){return 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n=g(e),t=V(n),a=n===w.input||n===w.altInput||w.element.contains(n)||e.path&&e.path.indexOf&&(~e.path.indexOf(w.input)||~e.path.indexOf(w.altInput)),i=\"blur\"===e.type?a&&e.relatedTarget&&!V(e.relatedTarget):!a&&!t&&!V(e.relatedTarget),o=!w.config.ignoredFocusElements.some((function(e){return e.contains(n)}));i&&o&&(void 0!==w.timeContainer&&void 0!==w.minuteElement&&void 0!==w.hourElement&&\"\"!==w.input.value&&void 0!==w.input.value&&T(),w.close(),w.config&&\"range\"===w.config.mode&&1===w.selectedDates.length&&(w.clear(!1),w.redraw()))}}function Q(e){if(!(!e||w.config.minDate&&ew.config.maxDate.getFullYear())){var n=e,t=w.currentYear!==n;w.currentYear=n||w.currentYear,w.config.maxDate&&w.currentYear===w.config.maxDate.getFullYear()?w.currentMonth=Math.min(w.config.maxDate.getMonth(),w.currentMonth):w.config.minDate&&w.currentYear===w.config.minDate.getFullYear()&&(w.currentMonth=Math.max(w.config.minDate.getMonth(),w.currentMonth)),t&&(w.redraw(),pe(\"onYearChange\"),K())}}function 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e.slice().map((function(e){return\"string\"==typeof e||\"number\"==typeof e||e instanceof Date?w.parseDate(e,void 0,!0):e&&\"object\"==typeof e&&e.from&&e.to?{from:w.parseDate(e.from,void 0),to:w.parseDate(e.to,void 0)}:e})).filter((function(e){return e}))}function pe(e,n){if(void 0!==w.config){var t=w.config[e];if(void 0!==t&&t.length>0)for(var a=0;t[a]&&a1||\"static\"===w.config.monthSelectorType?w.monthElements[n].textContent=h(t.getMonth(),w.config.shorthandCurrentMonth,w.l10n)+\" \":w.monthsDropdownContainer.value=t.getMonth().toString(),e.value=t.getFullYear().toString()})),w._hidePrevMonthArrow=void 0!==w.config.minDate&&(w.currentYear===w.config.minDate.getFullYear()?w.currentMonth<=w.config.minDate.getMonth():w.currentYearw.config.maxDate.getMonth():w.currentYear>w.config.maxDate.getFullYear()))}function we(e){return w.selectedDates.map((function(n){return w.formatDate(n,e)})).filter((function(e,n,t){return\"range\"!==w.config.mode||w.config.enableTime||t.indexOf(e)===n})).join(\"range\"!==w.config.mode?w.config.conjunction:w.l10n.rangeSeparator)}function be(e){void 0===e&&(e=!0),void 0!==w.mobileInput&&w.mobileFormatStr&&(w.mobileInput.value=void 0!==w.latestSelectedDateObj?w.formatDate(w.latestSelectedDateObj,w.mobileFormatStr):\"\"),w.input.value=we(w.config.dateFormat),void 0!==w.altInput&&(w.altInput.value=we(w.config.altFormat)),!1!==e&&pe(\"onValueUpdate\")}function Ce(e){var n=g(e),t=w.prevMonthNav.contains(n),a=w.nextMonthNav.contains(n);t||a?G(t?-1:1):w.yearElements.indexOf(n)>=0?n.select():n.classList.contains(\"arrowUp\")?w.changeYear(w.currentYear+1):n.classList.contains(\"arrowDown\")&&w.changeYear(w.currentYear-1)}return function(){w.element=w.input=p,w.isOpen=!1,function(){var n=[\"wrap\",\"weekNumbers\",\"allowInput\",\"allowInvalidPreload\",\"clickOpens\",\"time_24hr\",\"enableTime\",\"noCalendar\",\"altInput\",\"shorthandCurrentMonth\",\"inline\",\"static\",\"enableSeconds\",\"disableMobile\"],i=e(e({},JSON.parse(JSON.stringify(p.dataset||{}))),v),o={};w.config.parseDate=i.parseDate,w.config.formatDate=i.formatDate,Object.defineProperty(w.config,\"enable\",{get:function(){return w.config._enable},set:function(e){w.config._enable=ge(e)}}),Object.defineProperty(w.config,\"disable\",{get:function(){return w.config._disable},set:function(e){w.config._disable=ge(e)}});var r=\"time\"===i.mode;if(!i.dateFormat&&(i.enableTime||r)){var l=k.defaultConfig.dateFormat||a.dateFormat;o.dateFormat=i.noCalendar||r?\"H:i\"+(i.enableSeconds?\":S\":\"\"):l+\" H:i\"+(i.enableSeconds?\":S\":\"\")}if(i.altInput&&(i.enableTime||r)&&!i.altFormat){var d=k.defaultConfig.altFormat||a.altFormat;o.altFormat=i.noCalendar||r?\"h:i\"+(i.enableSeconds?\":S K\":\" K\"):d+\" h:i\"+(i.enableSeconds?\":S\":\"\")+\" K\"}Object.defineProperty(w.config,\"minDate\",{get:function(){return w.config._minDate},set:oe(\"min\")}),Object.defineProperty(w.config,\"maxDate\",{get:function(){return w.config._maxDate},set:oe(\"max\")});var s=function(e){return function(n){w.config[\"min\"===e?\"_minTime\":\"_maxTime\"]=w.parseDate(n,\"H:i:S\")}};Object.defineProperty(w.config,\"minTime\",{get:function(){return w.config._minTime},set:s(\"min\")}),Object.defineProperty(w.config,\"maxTime\",{get:function(){return w.config._maxTime},set:s(\"max\")}),\"time\"===i.mode&&(w.config.noCalendar=!0,w.config.enableTime=!0),Object.assign(w.config,o,i);for(var u=0;u-1?w.config[m]=c(f[m]).map(x).concat(w.config[m]):void 0===i[m]&&(w.config[m]=f[m])}i.altInputClass||(w.config.altInputClass=re().className+\" 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e=w.config.defaultDate||(\"INPUT\"!==w.input.nodeName&&\"TEXTAREA\"!==w.input.nodeName||!w.input.placeholder||w.input.value!==w.input.placeholder?w.input.value:null);e&&me(e,w.config.dateFormat),w._initialDate=w.selectedDates.length>0?w.selectedDates[0]:w.config.minDate&&w.config.minDate.getTime()>w.now.getTime()?w.config.minDate:w.config.maxDate&&w.config.maxDate.getTime()0&&(w.latestSelectedDateObj=w.selectedDates[0]),void 0!==w.config.minTime&&(w.config.minTime=w.parseDate(w.config.minTime,\"H:i\")),void 0!==w.config.maxTime&&(w.config.maxTime=w.parseDate(w.config.maxTime,\"H:i\")),w.minDateHasTime=!!w.config.minDate&&(w.config.minDate.getHours()>0||w.config.minDate.getMinutes()>0||w.config.minDate.getSeconds()>0),w.maxDateHasTime=!!w.config.maxDate&&(w.config.maxDate.getHours()>0||w.config.maxDate.getMinutes()>0||w.config.maxDate.getSeconds()>0)}(),w.utils={getDaysInMonth:function(e,n){return void 0===e&&(e=w.currentMonth),void 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w.__hideNextMonthArrow},set:function(e){w.__hideNextMonthArrow!==e&&(d(w.nextMonthNav,\"flatpickr-disabled\",e),w.__hideNextMonthArrow=e)}}),w.currentYearElement=w.yearElements[0],De(),w.monthNav)),w.innerContainer=s(\"div\",\"flatpickr-innerContainer\"),w.config.weekNumbers){var n=function(){w.calendarContainer.classList.add(\"hasWeeks\");var e=s(\"div\",\"flatpickr-weekwrapper\");e.appendChild(s(\"span\",\"flatpickr-weekday\",w.l10n.weekAbbreviation));var n=s(\"div\",\"flatpickr-weeks\");return e.appendChild(n),{weekWrapper:e,weekNumbers:n}}(),t=n.weekWrapper,a=n.weekNumbers;w.innerContainer.appendChild(t),w.weekNumbers=a,w.weekWrapper=t}w.rContainer=s(\"div\",\"flatpickr-rContainer\"),w.rContainer.appendChild($()),w.daysContainer||(w.daysContainer=s(\"div\",\"flatpickr-days\"),w.daysContainer.tabIndex=-1),J(),w.rContainer.appendChild(w.daysContainer),w.innerContainer.appendChild(w.rContainer),e.appendChild(w.innerContainer)}w.config.enableTime&&e.appendChild(function(){w.calendarContainer.classList.add(\"hasTime\"),w.config.noCalendar&&w.calendarContainer.classList.add(\"noCalendar\"),w.timeContainer=s(\"div\",\"flatpickr-time\"),w.timeContainer.tabIndex=-1;var e=s(\"span\",\"flatpickr-time-separator\",\":\"),n=m(\"flatpickr-hour\",{\"aria-label\":w.l10n.hourAriaLabel});w.hourElement=n.getElementsByTagName(\"input\")[0];var t=m(\"flatpickr-minute\",{\"aria-label\":w.l10n.minuteAriaLabel});if(w.minuteElement=t.getElementsByTagName(\"input\")[0],w.hourElement.tabIndex=w.minuteElement.tabIndex=-1,w.hourElement.value=o(w.latestSelectedDateObj?w.latestSelectedDateObj.getHours():w.config.time_24hr?w.config.defaultHour:function(e){switch(e%24){case 0:case 12:return 12;default:return 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C(t){if(function(t){return\"object\"==typeof t&&\"function\"==typeof t.to&&\"function\"==typeof t.from}(t))return!0;throw new Error(\"noUiSlider (14.6.3): 'format' requires 'to' and 'from' methods.\")}function P(t,e){if(!i(e))throw new Error(\"noUiSlider (14.6.3): 'step' is not numeric.\");t.singleStep=e}function N(t,e){if(!i(e))throw new Error(\"noUiSlider (14.6.3): 'keyboardPageMultiplier' is not numeric.\");t.keyboardPageMultiplier=e}function k(t,e){if(!i(e))throw new Error(\"noUiSlider (14.6.3): 'keyboardDefaultStep' is not numeric.\");t.keyboardDefaultStep=e}function U(t,e){if(\"object\"!=typeof e||Array.isArray(e))throw new Error(\"noUiSlider (14.6.3): 'range' is not an object.\");if(void 0===e.min||void 0===e.max)throw new Error(\"noUiSlider (14.6.3): Missing 'min' or 'max' in 'range'.\");if(e.min===e.max)throw new Error(\"noUiSlider (14.6.3): 'range' 'min' and 'max' cannot be equal.\");t.spectrum=new x(e,t.snap,t.singleStep)}function 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u(v=w,r.cssClasses.target),0===r.dir?u(v,r.cssClasses.ltr):u(v,r.cssClasses.rtl),0===r.ort?u(v,r.cssClasses.horizontal):u(v,r.cssClasses.vertical),u(v,\"rtl\"===getComputedStyle(v).direction?r.cssClasses.textDirectionRtl:r.cssClasses.textDirectionLtr),l=L(v,r.cssClasses.base),function(t,e){var n=L(e,r.cssClasses.connects);f=[],(d=[]).push(H(n,t[0]));for(var i=0;i=0&&t .noUi-tooltip{-webkit-transform:translate(50%, 0);transform:translate(50%, 0);left:auto;bottom:10px;}.bk-root .noUi-vertical .noUi-origin > .noUi-tooltip{-webkit-transform:translate(0, -18px);transform:translate(0, -18px);top:auto;right:28px;}.bk-root .noUi-handle{cursor:grab;cursor:-webkit-grab;}.bk-root .noUi-handle.noUi-active{cursor:grabbing;cursor:-webkit-grabbing;}.bk-root .noUi-handle:after,.bk-root .noUi-handle:before{display:none;}.bk-root .noUi-tooltip{display:none;white-space:nowrap;}.bk-root .noUi-handle:hover .noUi-tooltip{display:block;}.bk-root .noUi-horizontal{width:100%;height:10px;}.bk-root .noUi-vertical{width:10px;height:100%;}.bk-root .noUi-horizontal .noUi-handle{width:14px;height:18px;right:-7px;top:-5px;}.bk-root .noUi-vertical .noUi-handle{width:18px;height:14px;right:-5px;top:-7px;}.bk-root .noUi-target.noUi-horizontal{margin:5px 0px;}.bk-root .noUi-target.noUi-vertical{margin:0px 5px;}'},\n", " 442: function _(t,e,i,r,a){r();const s=t(1).__importDefault(t(181)),d=t(438),_=t(8);class n extends d.AbstractSliderView{}i.DateSliderView=n,n.__name__=\"DateSliderView\";class l extends d.AbstractSlider{constructor(t){super(t),this.behaviour=\"tap\",this.connected=[!0,!1]}static init_DateSlider(){this.prototype.default_view=n,this.override({format:\"%d %b %Y\"})}_formatter(t,e){return _.isString(e)?s.default(t,e):e.compute(t)}}i.DateSlider=l,l.__name__=\"DateSlider\",l.init_DateSlider()},\n", " 443: function _(e,t,i,n,s){n();const r=e(444);class _ extends r.MarkupView{render(){super.render(),this.model.render_as_text?this.markup_el.textContent=this.model.text:this.markup_el.innerHTML=this.model.text}}i.DivView=_,_.__name__=\"DivView\";class a extends r.Markup{constructor(e){super(e)}static init_Div(){this.prototype.default_view=_,this.define((({Boolean:e})=>({render_as_text:[e,!1]})))}}i.Div=a,a.__name__=\"Div\",a.init_Div()},\n", " 444: function _(t,e,s,i,a){i();const n=t(1),l=t(224),r=t(43),c=t(488),u=n.__importStar(t(445));class _ extends c.WidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>{this.layout.invalidate_cache(),this.render(),this.root.compute_layout()}))}styles(){return[...super.styles(),u.default]}_update_layout(){this.layout=new l.CachedVariadicBox(this.el),this.layout.set_sizing(this.box_sizing())}render(){super.render();const t=Object.assign(Object.assign({},this.model.style),{display:\"inline-block\"});this.markup_el=r.div({class:u.clearfix,style:t}),this.el.appendChild(this.markup_el)}}s.MarkupView=_,_.__name__=\"MarkupView\";class o extends c.Widget{constructor(t){super(t)}static init_Markup(){this.define((({String:t,Dict:e})=>({text:[t,\"\"],style:[e(t),{}]})))}}s.Markup=o,o.__name__=\"Markup\",o.init_Markup()},\n", " 445: function _(o,r,e,t,a){t(),e.root=\"bk-root\",e.clearfix=\"bk-clearfix\",e.default='.bk-root .bk-clearfix:before,.bk-root .bk-clearfix:after{content:\"\";display:table;}.bk-root .bk-clearfix:after{clear:both;}'},\n", " 446: function _(e,t,i,n,s){n();const o=e(1),r=e(419),l=e(264),d=e(43),_=e(8),u=o.__importStar(e(328)),c=o.__importStar(e(243)),h=c;class p extends r.AbstractButtonView{constructor(){super(...arguments),this._open=!1}styles(){return[...super.styles(),c.default]}render(){super.render();const e=d.div({class:[h.caret,h.down]});if(this.model.is_split){const t=this._render_button(e);t.classList.add(u.dropdown_toggle),t.addEventListener(\"click\",(()=>this._toggle_menu())),this.group_el.appendChild(t)}else this.button_el.appendChild(e);const t=this.model.menu.map(((e,t)=>{if(null==e)return d.div({class:h.divider});{const i=_.isString(e)?e:e[0],n=d.div({},i);return n.addEventListener(\"click\",(()=>this._item_click(t))),n}}));this.menu=d.div({class:[h.menu,h.below]},t),this.el.appendChild(this.menu),d.undisplay(this.menu)}_show_menu(){if(!this._open){this._open=!0,d.display(this.menu);const e=t=>{const{target:i}=t;i instanceof HTMLElement&&!this.el.contains(i)&&(document.removeEventListener(\"click\",e),this._hide_menu())};document.addEventListener(\"click\",e)}}_hide_menu(){this._open&&(this._open=!1,d.undisplay(this.menu))}_toggle_menu(){this._open?this._hide_menu():this._show_menu()}click(){this.model.is_split?(this._hide_menu(),this.model.trigger_event(new l.ButtonClick),super.click()):this._toggle_menu()}_item_click(e){this._hide_menu();const t=this.model.menu[e];if(null!=t){const i=_.isString(t)?t:t[1];_.isString(i)?this.model.trigger_event(new l.MenuItemClick(i)):i.execute(this.model,{index:e})}}}i.DropdownView=p,p.__name__=\"DropdownView\";class m extends r.AbstractButton{constructor(e){super(e)}static init_Dropdown(){this.prototype.default_view=p,this.define((({Null:e,Boolean:t,String:i,Array:n,Tuple:s,Or:o})=>({split:[t,!1],menu:[n(o(i,s(i,o(i)),e)),[]]}))),this.override({label:\"Dropdown\"})}get is_split(){return this.split}}i.Dropdown=m,m.__name__=\"Dropdown\",m.init_Dropdown()},\n", " 447: function _(e,i,l,t,s){t();const n=e(43),a=e(488);class o extends a.WidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.render()))}render(){const{multiple:e,accept:i,disabled:l,width:t}=this.model;null==this.dialog_el&&(this.dialog_el=n.input({type:\"file\",multiple:e}),this.dialog_el.onchange=()=>{const{files:e}=this.dialog_el;null!=e&&this.load_files(e)},this.el.appendChild(this.dialog_el)),null!=i&&\"\"!=i&&(this.dialog_el.accept=i),this.dialog_el.style.width=`${t}px`,this.dialog_el.disabled=l}async load_files(e){const i=[],l=[],t=[];for(const s of e){const e=await this._read_file(s),[,n=\"\",,a=\"\"]=e.split(/[:;,]/,4);i.push(a),l.push(s.name),t.push(n)}this.model.multiple?(this.model.value=i,this.model.filename=l,this.model.mime_type=t):(this.model.value=i[0],this.model.filename=l[0],this.model.mime_type=t[0])}_read_file(e){return new Promise(((i,l)=>{const t=new FileReader;t.onload=()=>{var s;const{result:n}=t;null!=n?i(n):l(null!==(s=t.error)&&void 0!==s?s:new Error(`unable to read '${e.name}'`))},t.readAsDataURL(e)}))}}l.FileInputView=o,o.__name__=\"FileInputView\";class d extends a.Widget{constructor(e){super(e)}static init_FileInput(){this.prototype.default_view=o,this.define((({Boolean:e,String:i,Array:l,Or:t})=>({value:[t(i,l(i)),\"\"],mime_type:[t(i,l(i)),\"\"],filename:[t(i,l(i)),\"\"],accept:[i,\"\"],multiple:[e,!1]})))}}l.FileInput=d,d.__name__=\"FileInput\",d.init_FileInput()},\n", " 448: function _(e,t,i,s,n){s();const l=e(1),o=e(43),r=e(8),c=e(426),h=l.__importStar(e(427));class p extends c.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.value.change,(()=>this.render_selection())),this.connect(this.model.properties.options.change,(()=>this.render())),this.connect(this.model.properties.name.change,(()=>this.render())),this.connect(this.model.properties.title.change,(()=>this.render())),this.connect(this.model.properties.size.change,(()=>this.render())),this.connect(this.model.properties.disabled.change,(()=>this.render()))}render(){super.render();const e=this.model.options.map((e=>{let t,i;return r.isString(e)?t=i=e:[t,i]=e,o.option({value:t},i)}));this.input_el=o.select({multiple:!0,class:h.input,name:this.model.name,disabled:this.model.disabled},e),this.input_el.addEventListener(\"change\",(()=>this.change_input())),this.group_el.appendChild(this.input_el),this.render_selection()}render_selection(){const e=new Set(this.model.value);for(const t of this.el.querySelectorAll(\"option\"))t.selected=e.has(t.value);this.input_el.size=this.model.size}change_input(){const e=null!=this.el.querySelector(\"select:focus\"),t=[];for(const e of this.el.querySelectorAll(\"option\"))e.selected&&t.push(e.value);this.model.value=t,super.change_input(),e&&this.input_el.focus()}}i.MultiSelectView=p,p.__name__=\"MultiSelectView\";class u extends c.InputWidget{constructor(e){super(e)}static init_MultiSelect(){this.prototype.default_view=p,this.define((({Int:e,String:t,Array:i,Tuple:s,Or:n})=>({value:[i(t),[]],options:[i(n(t,s(t,t))),[]],size:[e,4]})))}}i.MultiSelect=u,u.__name__=\"MultiSelect\",u.init_MultiSelect()},\n", " 449: function _(a,r,e,t,p){t();const s=a(444),i=a(43);class n extends s.MarkupView{render(){super.render();const a=i.p({style:{margin:0}},this.model.text);this.markup_el.appendChild(a)}}e.ParagraphView=n,n.__name__=\"ParagraphView\";class _ extends s.Markup{constructor(a){super(a)}static init_Paragraph(){this.prototype.default_view=n}}e.Paragraph=_,_.__name__=\"Paragraph\",_.init_Paragraph()},\n", " 450: function _(s,t,e,n,r){n();const p=s(424);class u extends p.TextInputView{render(){super.render(),this.input_el.type=\"password\"}}e.PasswordInputView=u,u.__name__=\"PasswordInputView\";class a extends p.TextInput{constructor(s){super(s)}static init_PasswordInput(){this.prototype.default_view=u}}e.PasswordInput=a,a.__name__=\"PasswordInput\",a.init_PasswordInput()},\n", " 451: function _(e,t,i,l,s){l();const o=e(1),n=o.__importDefault(e(452)),h=e(43),a=e(8),u=e(224),c=o.__importStar(e(427)),d=o.__importDefault(e(453)),_=e(426);class r extends _.InputWidgetView{constructor(){super(...arguments),this._last_height=null}connect_signals(){super.connect_signals(),this.connect(this.model.properties.disabled.change,(()=>this.set_disabled()));const{value:e,max_items:t,option_limit:i,delete_button:l,placeholder:s,options:o,name:n,title:h}=this.model.properties;this.on_change([e,t,i,l,s,o,n,h],(()=>this.render()))}styles(){return[...super.styles(),d.default]}_update_layout(){this.layout=new u.CachedVariadicBox(this.el),this.layout.set_sizing(this.box_sizing())}render(){super.render(),this.input_el=h.select({multiple:!0,class:c.input,name:this.model.name,disabled:this.model.disabled}),this.group_el.appendChild(this.input_el);const e=new Set(this.model.value),t=this.model.options.map((t=>{let i,l;return a.isString(t)?i=l=t:[i,l]=t,{value:i,label:l,selected:e.has(i)}})),i=this.model.solid?\"solid\":\"light\",l=`choices__item ${i}`,s=`choices__button ${i}`,o={choices:t,duplicateItemsAllowed:!1,removeItemButton:this.model.delete_button,classNames:{item:l,button:s}};null!=this.model.placeholder&&(o.placeholderValue=this.model.placeholder),null!=this.model.max_items&&(o.maxItemCount=this.model.max_items),null!=this.model.option_limit&&(o.renderChoiceLimit=this.model.option_limit),this.choice_el=new n.default(this.input_el,o);const u=()=>this.choice_el.containerOuter.element.getBoundingClientRect().height;null!=this._last_height&&this._last_height!=u()&&this.root.invalidate_layout(),this._last_height=u(),this.input_el.addEventListener(\"change\",(()=>this.change_input()))}set_disabled(){this.model.disabled?this.choice_el.disable():this.choice_el.enable()}change_input(){const e=null!=this.el.querySelector(\"select:focus\"),t=[];for(const e of this.el.querySelectorAll(\"option\"))e.selected&&t.push(e.value);this.model.value=t,super.change_input(),e&&this.input_el.focus()}}i.MultiChoiceView=r,r.__name__=\"MultiChoiceView\";class m extends 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Apache Software License 2.0\n", " *\n", " * http://www.apache.org/licenses/LICENSE-2.0\n", " */\n", " e.exports=function(e){var t={};function i(n){if(t[n])return t[n].exports;var s=t[n]={i:n,l:!1,exports:{}};return e[n].call(s.exports,s,s.exports,i),s.l=!0,s.exports}return i.m=e,i.c=t,i.d=function(e,t,n){i.o(e,t)||Object.defineProperty(e,t,{enumerable:!0,get:n})},i.r=function(e){\"undefined\"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:\"Module\"}),Object.defineProperty(e,\"__esModule\",{value:!0})},i.t=function(e,t){if(1&t&&(e=i(e)),8&t)return e;if(4&t&&\"object\"==typeof e&&e&&e.__esModule)return e;var n=Object.create(null);if(i.r(n),Object.defineProperty(n,\"default\",{enumerable:!0,value:e}),2&t&&\"string\"!=typeof e)for(var s in e)i.d(n,s,function(t){return e[t]}.bind(null,s));return n},i.n=function(e){var t=e&&e.__esModule?function(){return e.default}:function(){return e};return i.d(t,\"a\",t),t},i.o=function(e,t){return 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i=e.split(this.options.tokenSeparator),n=0,s=i.length;n0&&void 0!==arguments[0]?arguments[0]:[],t=arguments.length>1?arguments[1]:void 0,i=this.list,n={},s=[];if(\"string\"==typeof i[0]){for(var r=0,o=i.length;r1)throw new Error(\"Key weight has to be > 0 and <= 1\");p=p.name}else a[p]={weight:1};this._analyze({key:p,value:this.options.getFn(h,p),record:h,index:c},{resultMap:n,results:s,tokenSearchers:e,fullSearcher:t})}return{weights:a,results:s}}},{key:\"_analyze\",value:function(e,t){var i=e.key,n=e.arrayIndex,s=void 0===n?-1:n,r=e.value,o=e.record,c=e.index,l=t.tokenSearchers,h=void 0===l?[]:l,u=t.fullSearcher,d=void 0===u?[]:u,p=t.resultMap,m=void 0===p?{}:p,f=t.results,v=void 0===f?[]:f;if(null!=r){var g=!1,_=-1,b=0;if(\"string\"==typeof r){this._log(\"\\nKey: \".concat(\"\"===i?\"-\":i));var y=d.search(r);if(this._log('Full text: \"'.concat(r,'\", score: ').concat(y.score)),this.options.tokenize){for(var E=r.split(this.options.tokenSeparator),I=[],S=0;S-1&&(P=(P+_)/2),this._log(\"Score average:\",P);var D=!this.options.tokenize||!this.options.matchAllTokens||b>=h.length;if(this._log(\"\\nCheck Matches: \".concat(D)),(g||y.isMatch)&&D){var M=m[c];M?M.output.push({key:i,arrayIndex:s,value:r,score:P,matchedIndices:y.matchedIndices}):(m[c]={item:o,output:[{key:i,arrayIndex:s,value:r,score:P,matchedIndices:y.matchedIndices}]},v.push(m[c]))}}else if(a(r))for(var N=0,F=r.length;N-1&&(o.arrayIndex=r.arrayIndex),t.matches.push(o)}}})),this.options.includeScore&&s.push((function(e,t){t.score=e.score}));for(var r=0,o=e.length;ri)return s(e,this.pattern,n);var o=this.options,a=o.location,c=o.distance,l=o.threshold,h=o.findAllMatches,u=o.minMatchCharLength;return r(e,this.pattern,this.patternAlphabet,{location:a,distance:c,threshold:l,findAllMatches:h,minMatchCharLength:u})}}])&&n(t.prototype,i),a&&n(t,a),e}();e.exports=a},function(e,t){var i=/[\\-\\[\\]\\/\\{\\}\\(\\)\\*\\+\\?\\.\\\\\\^\\$\\|]/g;e.exports=function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:/ +/g,s=new RegExp(t.replace(i,\"\\\\$&\").replace(n,\"|\")),r=e.match(s),o=!!r,a=[];if(o)for(var c=0,l=r.length;c=P;N-=1){var F=N-1,j=i[e.charAt(F)];if(j&&(E[F]=1),M[N]=(M[N+1]<<1|1)&j,0!==T&&(M[N]|=(O[N+1]|O[N])<<1|1|O[N+1]),M[N]&L&&(C=n(t,{errors:T,currentLocation:F,expectedLocation:v,distance:l}))<=_){if(_=C,(b=F)<=v)break;P=Math.max(1,2*v-b)}}if(n(t,{errors:T+1,currentLocation:v,expectedLocation:v,distance:l})>_)break;O=M}return{isMatch:b>=0,score:0===C?.001:C,matchedIndices:s(E,f)}}},function(e,t){e.exports=function(e,t){var i=t.errors,n=void 0===i?0:i,s=t.currentLocation,r=void 0===s?0:s,o=t.expectedLocation,a=void 0===o?0:o,c=t.distance,l=void 0===c?100:c,h=n/e.length,u=Math.abs(a-r);return l?h+u/l:u?1:h}},function(e,t){e.exports=function(){for(var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[],t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:1,i=[],n=-1,s=-1,r=0,o=e.length;r=t&&i.push([n,s]),n=-1)}return e[r-1]&&r-n>=t&&i.push([n,r-1]),i}},function(e,t){e.exports=function(e){for(var t={},i=e.length,n=0;n/g,\"&rt;\").replace(/-1?e.map((function(e){var i=e;return i.id===parseInt(t.choiceId,10)&&(i.selected=!0),i})):e;case\"REMOVE_ITEM\":return t.choiceId>-1?e.map((function(e){var i=e;return i.id===parseInt(t.choiceId,10)&&(i.selected=!1),i})):e;case\"FILTER_CHOICES\":return e.map((function(e){var i=e;return i.active=t.results.some((function(e){var t=e.item,n=e.score;return t.id===i.id&&(i.score=n,!0)})),i}));case\"ACTIVATE_CHOICES\":return e.map((function(e){var i=e;return i.active=t.active,i}));case\"CLEAR_CHOICES\":return v;default:return e}},general:_}),A=function(e,t){var i=e;if(\"CLEAR_ALL\"===t.type)i=void 0;else if(\"RESET_TO\"===t.type)return O(t.state);return C(i,t)};function L(e,t){for(var i=0;i\"'+I(e)+'\"'},maxItemText:function(e){return\"Only \"+e+\" values can be added\"},valueComparer:function(e,t){return e===t},fuseOptions:{includeScore:!0},callbackOnInit:null,callbackOnCreateTemplates:null,classNames:{containerOuter:\"choices\",containerInner:\"choices__inner\",input:\"choices__input\",inputCloned:\"choices__input--cloned\",list:\"choices__list\",listItems:\"choices__list--multiple\",listSingle:\"choices__list--single\",listDropdown:\"choices__list--dropdown\",item:\"choices__item\",itemSelectable:\"choices__item--selectable\",itemDisabled:\"choices__item--disabled\",itemChoice:\"choices__item--choice\",placeholder:\"choices__placeholder\",group:\"choices__group\",groupHeading:\"choices__heading\",button:\"choices__button\",activeState:\"is-active\",focusState:\"is-focused\",openState:\"is-open\",disabledState:\"is-disabled\",highlightedState:\"is-highlighted\",selectedState:\"is-selected\",flippedState:\"is-flipped\",loadingState:\"is-loading\",noResults:\"has-no-results\",noChoices:\"has-no-choices\"}},D=\"showDropdown\",M=\"hideDropdown\",N=\"change\",F=\"choice\",j=\"search\",K=\"addItem\",R=\"removeItem\",H=\"highlightItem\",B=\"highlightChoice\",V=\"ADD_CHOICE\",G=\"FILTER_CHOICES\",q=\"ACTIVATE_CHOICES\",U=\"CLEAR_CHOICES\",z=\"ADD_GROUP\",W=\"ADD_ITEM\",X=\"REMOVE_ITEM\",$=\"HIGHLIGHT_ITEM\",J=46,Y=8,Z=13,Q=65,ee=27,te=38,ie=40,ne=33,se=34,re=\"text\",oe=\"select-one\",ae=\"select-multiple\",ce=function(){function e(e){var t=e.element,i=e.type,n=e.classNames,s=e.position;this.element=t,this.classNames=n,this.type=i,this.position=s,this.isOpen=!1,this.isFlipped=!1,this.isFocussed=!1,this.isDisabled=!1,this.isLoading=!1,this._onFocus=this._onFocus.bind(this),this._onBlur=this._onBlur.bind(this)}var t=e.prototype;return t.addEventListeners=function(){this.element.addEventListener(\"focus\",this._onFocus),this.element.addEventListener(\"blur\",this._onBlur)},t.removeEventListeners=function(){this.element.removeEventListener(\"focus\",this._onFocus),this.element.removeEventListener(\"blur\",this._onBlur)},t.shouldFlip=function(e){if(\"number\"!=typeof e)return!1;var t=!1;return\"auto\"===this.position?t=!window.matchMedia(\"(min-height: \"+(e+1)+\"px)\").matches:\"top\"===this.position&&(t=!0),t},t.setActiveDescendant=function(e){this.element.setAttribute(\"aria-activedescendant\",e)},t.removeActiveDescendant=function(){this.element.removeAttribute(\"aria-activedescendant\")},t.open=function(e){this.element.classList.add(this.classNames.openState),this.element.setAttribute(\"aria-expanded\",\"true\"),this.isOpen=!0,this.shouldFlip(e)&&(this.element.classList.add(this.classNames.flippedState),this.isFlipped=!0)},t.close=function(){this.element.classList.remove(this.classNames.openState),this.element.setAttribute(\"aria-expanded\",\"false\"),this.removeActiveDescendant(),this.isOpen=!1,this.isFlipped&&(this.element.classList.remove(this.classNames.flippedState),this.isFlipped=!1)},t.focus=function(){this.isFocussed||this.element.focus()},t.addFocusState=function(){this.element.classList.add(this.classNames.focusState)},t.removeFocusState=function(){this.element.classList.remove(this.classNames.focusState)},t.enable=function(){this.element.classList.remove(this.classNames.disabledState),this.element.removeAttribute(\"aria-disabled\"),this.type===oe&&this.element.setAttribute(\"tabindex\",\"0\"),this.isDisabled=!1},t.disable=function(){this.element.classList.add(this.classNames.disabledState),this.element.setAttribute(\"aria-disabled\",\"true\"),this.type===oe&&this.element.setAttribute(\"tabindex\",\"-1\"),this.isDisabled=!0},t.wrap=function(e){!function(e,t){void 0===t&&(t=document.createElement(\"div\")),e.nextSibling?e.parentNode.insertBefore(t,e.nextSibling):e.parentNode.appendChild(t),t.appendChild(e)}(e,this.element)},t.unwrap=function(e){this.element.parentNode.insertBefore(e,this.element),this.element.parentNode.removeChild(this.element)},t.addLoadingState=function(){this.element.classList.add(this.classNames.loadingState),this.element.setAttribute(\"aria-busy\",\"true\"),this.isLoading=!0},t.removeLoadingState=function(){this.element.classList.remove(this.classNames.loadingState),this.element.removeAttribute(\"aria-busy\"),this.isLoading=!1},t._onFocus=function(){this.isFocussed=!0},t._onBlur=function(){this.isFocussed=!1},e}();function le(e,t){for(var i=0;i0?this.element.scrollTop+o-s:e.offsetTop;requestAnimationFrame((function(){i._animateScroll(a,t)}))}},t._scrollDown=function(e,t,i){var n=(i-e)/t,s=n>1?n:1;this.element.scrollTop=e+s},t._scrollUp=function(e,t,i){var n=(e-i)/t,s=n>1?n:1;this.element.scrollTop=e-s},t._animateScroll=function(e,t){var i=this,n=this.element.scrollTop,s=!1;t>0?(this._scrollDown(n,4,e),ne&&(s=!0)),s&&requestAnimationFrame((function(){i._animateScroll(e,t)}))},e}();function de(e,t){for(var i=0;i0?\"treeitem\":\"option\"),Object.assign(g.dataset,{choice:\"\",id:l,value:h,selectText:i}),m?(g.classList.add(a),g.dataset.choiceDisabled=\"\",g.setAttribute(\"aria-disabled\",\"true\")):(g.classList.add(r),g.dataset.choiceSelectable=\"\"),g},input:function(e,t){var i=e.input,n=e.inputCloned,s=Object.assign(document.createElement(\"input\"),{type:\"text\",className:i+\" \"+n,autocomplete:\"off\",autocapitalize:\"off\",spellcheck:!1});return s.setAttribute(\"role\",\"textbox\"),s.setAttribute(\"aria-autocomplete\",\"list\"),s.setAttribute(\"aria-label\",t),s},dropdown:function(e){var t=e.list,i=e.listDropdown,n=document.createElement(\"div\");return n.classList.add(t,i),n.setAttribute(\"aria-expanded\",\"false\"),n},notice:function(e,t,i){var n=e.item,s=e.itemChoice,r=e.noResults,o=e.noChoices;void 0===i&&(i=\"\");var a=[n,s];return\"no-choices\"===i?a.push(o):\"no-results\"===i&&a.push(r),Object.assign(document.createElement(\"div\"),{innerHTML:t,className:a.join(\" \")})},option:function(e){var t=e.label,i=e.value,n=e.customProperties,s=e.active,r=e.disabled,o=new Option(t,i,!1,s);return n&&(o.dataset.customProperties=n),o.disabled=r,o}},be=function(e){return void 0===e&&(e=!0),{type:q,active:e}},ye=function(e,t){return{type:$,id:e,highlighted:t}},Ee=function(e){var t=e.value,i=e.id,n=e.active,s=e.disabled;return{type:z,value:t,id:i,active:n,disabled:s}},Ie=function(e){return{type:\"SET_IS_LOADING\",isLoading:e}};function Se(e,t){for(var i=0;i=0?this._store.getGroupById(s):null;return this._store.dispatch(ye(i,!0)),t&&this.passedElement.triggerEvent(H,{id:i,value:o,label:c,groupValue:l&&l.value?l.value:null}),this},r.unhighlightItem=function(e){if(!e)return this;var t=e.id,i=e.groupId,n=void 0===i?-1:i,s=e.value,r=void 0===s?\"\":s,o=e.label,a=void 0===o?\"\":o,c=n>=0?this._store.getGroupById(n):null;return this._store.dispatch(ye(t,!1)),this.passedElement.triggerEvent(H,{id:t,value:r,label:a,groupValue:c&&c.value?c.value:null}),this},r.highlightAll=function(){var e=this;return this._store.items.forEach((function(t){return e.highlightItem(t)})),this},r.unhighlightAll=function(){var e=this;return this._store.items.forEach((function(t){return e.unhighlightItem(t)})),this},r.removeActiveItemsByValue=function(e){var t=this;return this._store.activeItems.filter((function(t){return t.value===e})).forEach((function(e){return t._removeItem(e)})),this},r.removeActiveItems=function(e){var t=this;return this._store.activeItems.filter((function(t){return t.id!==e})).forEach((function(e){return t._removeItem(e)})),this},r.removeHighlightedItems=function(e){var t=this;return void 0===e&&(e=!1),this._store.highlightedActiveItems.forEach((function(i){t._removeItem(i),e&&t._triggerChange(i.value)})),this},r.showDropdown=function(e){var t=this;return this.dropdown.isActive||requestAnimationFrame((function(){t.dropdown.show(),t.containerOuter.open(t.dropdown.distanceFromTopWindow),!e&&t._canSearch&&t.input.focus(),t.passedElement.triggerEvent(D,{})})),this},r.hideDropdown=function(e){var t=this;return this.dropdown.isActive?(requestAnimationFrame((function(){t.dropdown.hide(),t.containerOuter.close(),!e&&t._canSearch&&(t.input.removeActiveDescendant(),t.input.blur()),t.passedElement.triggerEvent(M,{})})),this):this},r.getValue=function(e){void 0===e&&(e=!1);var t=this._store.activeItems.reduce((function(t,i){var n=e?i.value:i;return t.push(n),t}),[]);return this._isSelectOneElement?t[0]:t},r.setValue=function(e){var t=this;return this.initialised?(e.forEach((function(e){return t._setChoiceOrItem(e)})),this):this},r.setChoiceByValue=function(e){var t=this;return!this.initialised||this._isTextElement||(Array.isArray(e)?e:[e]).forEach((function(e){return t._findAndSelectChoiceByValue(e)})),this},r.setChoices=function(e,t,i,n){var s=this;if(void 0===e&&(e=[]),void 0===t&&(t=\"value\"),void 0===i&&(i=\"label\"),void 0===n&&(n=!1),!this.initialised)throw new ReferenceError(\"setChoices was called on a non-initialized instance of Choices\");if(!this._isSelectElement)throw new TypeError(\"setChoices can't be used with INPUT based Choices\");if(\"string\"!=typeof t||!t)throw new TypeError(\"value parameter must be a name of 'value' field in passed objects\");if(n&&this.clearChoices(),\"function\"==typeof e){var r=e(this);if(\"function\"==typeof Promise&&r instanceof Promise)return new Promise((function(e){return requestAnimationFrame(e)})).then((function(){return s._handleLoadingState(!0)})).then((function(){return r})).then((function(e){return s.setChoices(e,t,i,n)})).catch((function(e){s.config.silent||console.error(e)})).then((function(){return s._handleLoadingState(!1)})).then((function(){return s}));if(!Array.isArray(r))throw new TypeError(\".setChoices first argument function must return either array of choices or Promise, got: \"+typeof r);return this.setChoices(r,t,i,!1)}if(!Array.isArray(e))throw new TypeError(\".setChoices must be called either with array of choices with a function resulting into Promise of array of choices\");return this.containerOuter.removeLoadingState(),this._startLoading(),e.forEach((function(e){e.choices?s._addGroup({id:parseInt(e.id,10)||null,group:e,valueKey:t,labelKey:i}):s._addChoice({value:e[t],label:e[i],isSelected:e.selected,isDisabled:e.disabled,customProperties:e.customProperties,placeholder:e.placeholder})})),this._stopLoading(),this},r.clearChoices=function(){return this._store.dispatch({type:U}),this},r.clearStore=function(){return this._store.dispatch({type:\"CLEAR_ALL\"}),this},r.clearInput=function(){var e=!this._isSelectOneElement;return this.input.clear(e),!this._isTextElement&&this._canSearch&&(this._isSearching=!1,this._store.dispatch(be(!0))),this},r._render=function(){if(!this._store.isLoading()){this._currentState=this._store.state;var e=this._currentState.choices!==this._prevState.choices||this._currentState.groups!==this._prevState.groups||this._currentState.items!==this._prevState.items,t=this._isSelectElement,i=this._currentState.items!==this._prevState.items;e&&(t&&this._renderChoices(),i&&this._renderItems(),this._prevState=this._currentState)}},r._renderChoices=function(){var e=this,t=this._store,i=t.activeGroups,n=t.activeChoices,s=document.createDocumentFragment();if(this.choiceList.clear(),this.config.resetScrollPosition&&requestAnimationFrame((function(){return e.choiceList.scrollToTop()})),i.length>=1&&!this._isSearching){var r=n.filter((function(e){return!0===e.placeholder&&-1===e.groupId}));r.length>=1&&(s=this._createChoicesFragment(r,s)),s=this._createGroupsFragment(i,n,s)}else n.length>=1&&(s=this._createChoicesFragment(n,s));if(s.childNodes&&s.childNodes.length>0){var o=this._store.activeItems,a=this._canAddItem(o,this.input.value);a.response?(this.choiceList.append(s),this._highlightChoice()):this.choiceList.append(this._getTemplate(\"notice\",a.notice))}else{var c,l;this._isSearching?(l=\"function\"==typeof this.config.noResultsText?this.config.noResultsText():this.config.noResultsText,c=this._getTemplate(\"notice\",l,\"no-results\")):(l=\"function\"==typeof this.config.noChoicesText?this.config.noChoicesText():this.config.noChoicesText,c=this._getTemplate(\"notice\",l,\"no-choices\")),this.choiceList.append(c)}},r._renderItems=function(){var e=this._store.activeItems||[];this.itemList.clear();var t=this._createItemsFragment(e);t.childNodes&&this.itemList.append(t)},r._createGroupsFragment=function(e,t,i){var n=this;return void 0===i&&(i=document.createDocumentFragment()),this.config.shouldSort&&e.sort(this.config.sorter),e.forEach((function(e){var s=function(e){return t.filter((function(t){return n._isSelectOneElement?t.groupId===e.id:t.groupId===e.id&&(\"always\"===n.config.renderSelectedChoices||!t.selected)}))}(e);if(s.length>=1){var r=n._getTemplate(\"choiceGroup\",e);i.appendChild(r),n._createChoicesFragment(s,i,!0)}})),i},r._createChoicesFragment=function(e,t,i){var n=this;void 0===t&&(t=document.createDocumentFragment()),void 0===i&&(i=!1);var s=this.config,r=s.renderSelectedChoices,o=s.searchResultLimit,a=s.renderChoiceLimit,c=this._isSearching?w:this.config.sorter,l=function(e){if(\"auto\"!==r||n._isSelectOneElement||!e.selected){var i=n._getTemplate(\"choice\",e,n.config.itemSelectText);t.appendChild(i)}},h=e;\"auto\"!==r||this._isSelectOneElement||(h=e.filter((function(e){return!e.selected})));var u=h.reduce((function(e,t){return t.placeholder?e.placeholderChoices.push(t):e.normalChoices.push(t),e}),{placeholderChoices:[],normalChoices:[]}),d=u.placeholderChoices,p=u.normalChoices;(this.config.shouldSort||this._isSearching)&&p.sort(c);var m=h.length,f=this._isSelectOneElement?[].concat(d,p):p;this._isSearching?m=o:a&&a>0&&!i&&(m=a);for(var v=0;v=n){var o=s?this._searchChoices(e):0;this.passedElement.triggerEvent(j,{value:e,resultCount:o})}else r&&(this._isSearching=!1,this._store.dispatch(be(!0)))}},r._canAddItem=function(e,t){var i=!0,n=\"function\"==typeof this.config.addItemText?this.config.addItemText(t):this.config.addItemText;if(!this._isSelectOneElement){var s=function(e,t,i){return void 0===i&&(i=\"value\"),e.some((function(e){return\"string\"==typeof t?e[i]===t.trim():e[i]===t}))}(e,t);this.config.maxItemCount>0&&this.config.maxItemCount<=e.length&&(i=!1,n=\"function\"==typeof this.config.maxItemText?this.config.maxItemText(this.config.maxItemCount):this.config.maxItemText),!this.config.duplicateItemsAllowed&&s&&i&&(i=!1,n=\"function\"==typeof this.config.uniqueItemText?this.config.uniqueItemText(t):this.config.uniqueItemText),this._isTextElement&&this.config.addItems&&i&&\"function\"==typeof this.config.addItemFilter&&!this.config.addItemFilter(t)&&(i=!1,n=\"function\"==typeof this.config.customAddItemText?this.config.customAddItemText(t):this.config.customAddItemText)}return{response:i,notice:n}},r._searchChoices=function(e){var t=\"string\"==typeof e?e.trim():e,i=\"string\"==typeof this._currentValue?this._currentValue.trim():this._currentValue;if(t.length<1&&t===i+\" \")return 0;var n=this._store.searchableChoices,r=t,o=[].concat(this.config.searchFields),a=Object.assign(this.config.fuseOptions,{keys:o}),c=new s.a(n,a).search(r);return this._currentValue=t,this._highlightPosition=0,this._isSearching=!0,this._store.dispatch(function(e){return{type:G,results:e}}(c)),c.length},r._addEventListeners=function(){var e=document.documentElement;e.addEventListener(\"touchend\",this._onTouchEnd,!0),this.containerOuter.element.addEventListener(\"keydown\",this._onKeyDown,!0),this.containerOuter.element.addEventListener(\"mousedown\",this._onMouseDown,!0),e.addEventListener(\"click\",this._onClick,{passive:!0}),e.addEventListener(\"touchmove\",this._onTouchMove,{passive:!0}),this.dropdown.element.addEventListener(\"mouseover\",this._onMouseOver,{passive:!0}),this._isSelectOneElement&&(this.containerOuter.element.addEventListener(\"focus\",this._onFocus,{passive:!0}),this.containerOuter.element.addEventListener(\"blur\",this._onBlur,{passive:!0})),this.input.element.addEventListener(\"keyup\",this._onKeyUp,{passive:!0}),this.input.element.addEventListener(\"focus\",this._onFocus,{passive:!0}),this.input.element.addEventListener(\"blur\",this._onBlur,{passive:!0}),this.input.element.form&&this.input.element.form.addEventListener(\"reset\",this._onFormReset,{passive:!0}),this.input.addEventListeners()},r._removeEventListeners=function(){var e=document.documentElement;e.removeEventListener(\"touchend\",this._onTouchEnd,!0),this.containerOuter.element.removeEventListener(\"keydown\",this._onKeyDown,!0),this.containerOuter.element.removeEventListener(\"mousedown\",this._onMouseDown,!0),e.removeEventListener(\"click\",this._onClick),e.removeEventListener(\"touchmove\",this._onTouchMove),this.dropdown.element.removeEventListener(\"mouseover\",this._onMouseOver),this._isSelectOneElement&&(this.containerOuter.element.removeEventListener(\"focus\",this._onFocus),this.containerOuter.element.removeEventListener(\"blur\",this._onBlur)),this.input.element.removeEventListener(\"keyup\",this._onKeyUp),this.input.element.removeEventListener(\"focus\",this._onFocus),this.input.element.removeEventListener(\"blur\",this._onBlur),this.input.element.form&&this.input.element.form.removeEventListener(\"reset\",this._onFormReset),this.input.removeEventListeners()},r._onKeyDown=function(e){var t,i=e.target,n=e.keyCode,s=e.ctrlKey,r=e.metaKey,o=this._store.activeItems,a=this.input.isFocussed,c=this.dropdown.isActive,l=this.itemList.hasChildren(),h=String.fromCharCode(n),u=J,d=Y,p=Z,m=Q,f=ee,v=te,g=ie,_=ne,b=se,y=s||r;!this._isTextElement&&/[a-zA-Z0-9-_ ]/.test(h)&&this.showDropdown();var E=((t={})[m]=this._onAKey,t[p]=this._onEnterKey,t[f]=this._onEscapeKey,t[v]=this._onDirectionKey,t[_]=this._onDirectionKey,t[g]=this._onDirectionKey,t[b]=this._onDirectionKey,t[d]=this._onDeleteKey,t[u]=this._onDeleteKey,t);E[n]&&E[n]({event:e,target:i,keyCode:n,metaKey:r,activeItems:o,hasFocusedInput:a,hasActiveDropdown:c,hasItems:l,hasCtrlDownKeyPressed:y})},r._onKeyUp=function(e){var t=e.target,i=e.keyCode,n=this.input.value,s=this._store.activeItems,r=this._canAddItem(s,n),o=J,a=Y;if(this._isTextElement)if(r.notice&&n){var c=this._getTemplate(\"notice\",r.notice);this.dropdown.element.innerHTML=c.outerHTML,this.showDropdown(!0)}else this.hideDropdown(!0);else{var l=(i===o||i===a)&&!t.value,h=!this._isTextElement&&this._isSearching,u=this._canSearch&&r.response;l&&h?(this._isSearching=!1,this._store.dispatch(be(!0))):u&&this._handleSearch(this.input.value)}this._canSearch=this.config.searchEnabled},r._onAKey=function(e){var t=e.hasItems;e.hasCtrlDownKeyPressed&&t&&(this._canSearch=!1,this.config.removeItems&&!this.input.value&&this.input.element===document.activeElement&&this.highlightAll())},r._onEnterKey=function(e){var t=e.event,i=e.target,n=e.activeItems,s=e.hasActiveDropdown,r=Z,o=i.hasAttribute(\"data-button\");if(this._isTextElement&&i.value){var a=this.input.value;this._canAddItem(n,a).response&&(this.hideDropdown(!0),this._addItem({value:a}),this._triggerChange(a),this.clearInput())}if(o&&(this._handleButtonAction(n,i),t.preventDefault()),s){var c=this.dropdown.getChild(\".\"+this.config.classNames.highlightedState);c&&(n[0]&&(n[0].keyCode=r),this._handleChoiceAction(n,c)),t.preventDefault()}else this._isSelectOneElement&&(this.showDropdown(),t.preventDefault())},r._onEscapeKey=function(e){e.hasActiveDropdown&&(this.hideDropdown(!0),this.containerOuter.focus())},r._onDirectionKey=function(e){var t,i,n,s=e.event,r=e.hasActiveDropdown,o=e.keyCode,a=e.metaKey,c=ie,l=ne,h=se;if(r||this._isSelectOneElement){this.showDropdown(),this._canSearch=!1;var u,d=o===c||o===h?1:-1,p=\"[data-choice-selectable]\";if(a||o===h||o===l)u=d>0?this.dropdown.element.querySelector(\"[data-choice-selectable]:last-of-type\"):this.dropdown.element.querySelector(p);else{var m=this.dropdown.element.querySelector(\".\"+this.config.classNames.highlightedState);u=m?function(e,t,i){if(void 0===i&&(i=1),e instanceof Element&&\"string\"==typeof t){for(var n=(i>0?\"next\":\"previous\")+\"ElementSibling\",s=e[n];s;){if(s.matches(t))return s;s=s[n]}return s}}(m,p,d):this.dropdown.element.querySelector(p)}u&&(t=u,i=this.choiceList.element,void 0===(n=d)&&(n=1),t&&(n>0?i.scrollTop+i.offsetHeight>=t.offsetTop+t.offsetHeight:t.offsetTop>=i.scrollTop)||this.choiceList.scrollToChildElement(u,d),this._highlightChoice(u)),s.preventDefault()}},r._onDeleteKey=function(e){var t=e.event,i=e.target,n=e.hasFocusedInput,s=e.activeItems;!n||i.value||this._isSelectOneElement||(this._handleBackspace(s),t.preventDefault())},r._onTouchMove=function(){this._wasTap&&(this._wasTap=!1)},r._onTouchEnd=function(e){var t=(e||e.touches[0]).target;this._wasTap&&this.containerOuter.element.contains(t)&&((t===this.containerOuter.element||t===this.containerInner.element)&&(this._isTextElement?this.input.focus():this._isSelectMultipleElement&&this.showDropdown()),e.stopPropagation()),this._wasTap=!0},r._onMouseDown=function(e){var t=e.target;if(t instanceof HTMLElement){if(we&&this.choiceList.element.contains(t)){var i=this.choiceList.element.firstElementChild,n=\"ltr\"===this._direction?e.offsetX>=i.offsetWidth:e.offsetX0&&this.unhighlightAll(),this.containerOuter.removeFocusState(),this.hideDropdown(!0))},r._onFocus=function(e){var t,i=this,n=e.target;this.containerOuter.element.contains(n)&&((t={}).text=function(){n===i.input.element&&i.containerOuter.addFocusState()},t[\"select-one\"]=function(){i.containerOuter.addFocusState(),n===i.input.element&&i.showDropdown(!0)},t[\"select-multiple\"]=function(){n===i.input.element&&(i.showDropdown(!0),i.containerOuter.addFocusState())},t)[this.passedElement.element.type]()},r._onBlur=function(e){var t=this,i=e.target;if(this.containerOuter.element.contains(i)&&!this._isScrollingOnIe){var n,s=this._store.activeItems.some((function(e){return e.highlighted}));((n={}).text=function(){i===t.input.element&&(t.containerOuter.removeFocusState(),s&&t.unhighlightAll(),t.hideDropdown(!0))},n[\"select-one\"]=function(){t.containerOuter.removeFocusState(),(i===t.input.element||i===t.containerOuter.element&&!t._canSearch)&&t.hideDropdown(!0)},n[\"select-multiple\"]=function(){i===t.input.element&&(t.containerOuter.removeFocusState(),t.hideDropdown(!0),s&&t.unhighlightAll())},n)[this.passedElement.element.type]()}else this._isScrollingOnIe=!1,this.input.element.focus()},r._onFormReset=function(){this._store.dispatch({type:\"RESET_TO\",state:this._initialState})},r._highlightChoice=function(e){var t=this;void 0===e&&(e=null);var i=Array.from(this.dropdown.element.querySelectorAll(\"[data-choice-selectable]\"));if(i.length){var n=e;Array.from(this.dropdown.element.querySelectorAll(\".\"+this.config.classNames.highlightedState)).forEach((function(e){e.classList.remove(t.config.classNames.highlightedState),e.setAttribute(\"aria-selected\",\"false\")})),n?this._highlightPosition=i.indexOf(n):(n=i.length>this._highlightPosition?i[this._highlightPosition]:i[i.length-1])||(n=i[0]),n.classList.add(this.config.classNames.highlightedState),n.setAttribute(\"aria-selected\",\"true\"),this.passedElement.triggerEvent(B,{el:n}),this.dropdown.isActive&&(this.input.setActiveDescendant(n.id),this.containerOuter.setActiveDescendant(n.id))}},r._addItem=function(e){var t=e.value,i=e.label,n=void 0===i?null:i,s=e.choiceId,r=void 0===s?-1:s,o=e.groupId,a=void 0===o?-1:o,c=e.customProperties,l=void 0===c?null:c,h=e.placeholder,u=void 0!==h&&h,d=e.keyCode,p=void 0===d?null:d,m=\"string\"==typeof t?t.trim():t,f=p,v=l,g=this._store.items,_=n||m,b=r||-1,y=a>=0?this._store.getGroupById(a):null,E=g?g.length+1:1;return this.config.prependValue&&(m=this.config.prependValue+m.toString()),this.config.appendValue&&(m+=this.config.appendValue.toString()),this._store.dispatch(function(e){var t=e.value,i=e.label,n=e.id,s=e.choiceId,r=e.groupId,o=e.customProperties,a=e.placeholder,c=e.keyCode;return{type:W,value:t,label:i,id:n,choiceId:s,groupId:r,customProperties:o,placeholder:a,keyCode:c}}({value:m,label:_,id:E,choiceId:b,groupId:a,customProperties:l,placeholder:u,keyCode:f})),this._isSelectOneElement&&this.removeActiveItems(E),this.passedElement.triggerEvent(K,{id:E,value:m,label:_,customProperties:v,groupValue:y&&y.value?y.value:void 0,keyCode:f}),this},r._removeItem=function(e){if(!e||!E(\"Object\",e))return this;var t=e.id,i=e.value,n=e.label,s=e.choiceId,r=e.groupId,o=r>=0?this._store.getGroupById(r):null;return this._store.dispatch(function(e,t){return{type:X,id:e,choiceId:t}}(t,s)),o&&o.value?this.passedElement.triggerEvent(R,{id:t,value:i,label:n,groupValue:o.value}):this.passedElement.triggerEvent(R,{id:t,value:i,label:n}),this},r._addChoice=function(e){var t=e.value,i=e.label,n=void 0===i?null:i,s=e.isSelected,r=void 0!==s&&s,o=e.isDisabled,a=void 0!==o&&o,c=e.groupId,l=void 0===c?-1:c,h=e.customProperties,u=void 0===h?null:h,d=e.placeholder,p=void 0!==d&&d,m=e.keyCode,f=void 0===m?null:m;if(null!=t){var v=this._store.choices,g=n||t,_=v?v.length+1:1,b=this._baseId+\"-\"+this._idNames.itemChoice+\"-\"+_;this._store.dispatch(function(e){var t=e.value,i=e.label,n=e.id,s=e.groupId,r=e.disabled,o=e.elementId,a=e.customProperties,c=e.placeholder,l=e.keyCode;return{type:V,value:t,label:i,id:n,groupId:s,disabled:r,elementId:o,customProperties:a,placeholder:c,keyCode:l}}({id:_,groupId:l,elementId:b,value:t,label:g,disabled:a,customProperties:u,placeholder:p,keyCode:f})),r&&this._addItem({value:t,label:g,choiceId:_,customProperties:u,placeholder:p,keyCode:f})}},r._addGroup=function(e){var t=this,i=e.group,n=e.id,s=e.valueKey,r=void 0===s?\"value\":s,o=e.labelKey,a=void 0===o?\"label\":o,c=E(\"Object\",i)?i.choices:Array.from(i.getElementsByTagName(\"OPTION\")),l=n||Math.floor((new Date).valueOf()*Math.random()),h=!!i.disabled&&i.disabled;c?(this._store.dispatch(Ee({value:i.label,id:l,active:!0,disabled:h})),c.forEach((function(e){var i=e.disabled||e.parentNode&&e.parentNode.disabled;t._addChoice({value:e[r],label:E(\"Object\",e)?e[a]:e.innerHTML,isSelected:e.selected,isDisabled:i,groupId:l,customProperties:e.customProperties,placeholder:e.placeholder})}))):this._store.dispatch(Ee({value:i.label,id:i.id,active:!1,disabled:i.disabled}))},r._getTemplate=function(e){var t;if(!e)return null;for(var i=this.config.classNames,n=arguments.length,s=new Array(n>1?n-1:0),r=1;r{var e;return this.input_el.name=null!==(e=this.model.name)&&void 0!==e?e:\"\"})),this.connect(this.model.properties.value.change,(()=>{this.input_el.value=this.format_value,this.old_value=this.input_el.value})),this.connect(this.model.properties.low.change,(()=>{const{value:e,low:t,high:l}=this.model;null!=t&&null!=l&&d.assert(t<=l,\"Invalid bounds, low must be inferior to high\"),null!=e&&null!=t&&(this.model.value=Math.max(e,t))})),this.connect(this.model.properties.high.change,(()=>{const{value:e,low:t,high:l}=this.model;null!=t&&null!=l&&d.assert(l>=t,\"Invalid bounds, high must be superior to low\"),null!=e&&null!=l&&(this.model.value=Math.min(e,l))})),this.connect(this.model.properties.high.change,(()=>this.input_el.placeholder=this.model.placeholder)),this.connect(this.model.properties.disabled.change,(()=>this.input_el.disabled=this.model.disabled)),this.connect(this.model.properties.placeholder.change,(()=>this.input_el.placeholder=this.model.placeholder))}get format_value(){return null!=this.model.value?this.model.pretty(this.model.value):\"\"}_set_input_filter(e){this.input_el.addEventListener(\"input\",(()=>{const{selectionStart:t,selectionEnd:l}=this.input_el;if(e(this.input_el.value))this.old_value=this.input_el.value;else{const e=this.old_value.length-this.input_el.value.length;this.input_el.value=this.old_value,t&&l&&this.input_el.setSelectionRange(t-1,l+e)}}))}render(){super.render(),this.input_el=a.input({type:\"text\",class:p.input,name:this.model.name,value:this.format_value,disabled:this.model.disabled,placeholder:this.model.placeholder}),this.old_value=this.format_value,this.set_input_filter(),this.input_el.addEventListener(\"change\",(()=>this.change_input())),this.input_el.addEventListener(\"focusout\",(()=>this.input_el.value=this.format_value)),this.group_el.appendChild(this.input_el)}set_input_filter(){\"int\"==this.model.mode?this._set_input_filter((e=>_.test(e))):\"float\"==this.model.mode&&this._set_input_filter((e=>m.test(e)))}bound_value(e){let t=e;const{low:l,high:i}=this.model;return t=null!=l?Math.max(l,t):t,t=null!=i?Math.min(i,t):t,t}get value(){let e=\"\"!=this.input_el.value?Number(this.input_el.value):null;return null!=e&&(e=this.bound_value(e)),e}change_input(){null==this.value?this.model.value=null:Number.isNaN(this.value)||(this.model.value=this.value)}}l.NumericInputView=c,c.__name__=\"NumericInputView\";class v extends h.InputWidget{constructor(e){super(e)}static init_NumericInput(){this.prototype.default_view=c,this.define((({Number:e,String:t,Enum:l,Ref:i,Or:n,Nullable:s})=>({value:[s(e),null],placeholder:[t,\"\"],mode:[l(\"int\",\"float\"),\"int\"],format:[s(n(t,i(o.TickFormatter))),null],low:[s(e),null],high:[s(e),null]})))}_formatter(e,t){return r.isString(t)?u.format(e,t):t.doFormat([e],{loc:0})[0]}pretty(e){return null!=this.format?this._formatter(e,this.format):`${e}`}}l.NumericInput=v,v.__name__=\"NumericInput\",v.init_NumericInput()},\n", " 455: function _(e,t,r,s,i){s();const n=e(444),_=e(43);class a extends n.MarkupView{render(){super.render();const e=_.pre({style:{overflow:\"auto\"}},this.model.text);this.markup_el.appendChild(e)}}r.PreTextView=a,a.__name__=\"PreTextView\";class o extends n.Markup{constructor(e){super(e)}static init_PreText(){this.prototype.default_view=a}}r.PreText=o,o.__name__=\"PreText\",o.init_PreText()},\n", " 456: function _(t,o,i,e,a){e();const n=t(1),u=t(430),s=t(43),c=n.__importStar(t(328));class _ extends u.ButtonGroupView{change_active(t){this.model.active!==t&&(this.model.active=t)}_update_active(){const{active:t}=this.model;this._buttons.forEach(((o,i)=>{s.classes(o).toggle(c.active,t===i)}))}}i.RadioButtonGroupView=_,_.__name__=\"RadioButtonGroupView\";class r extends u.ButtonGroup{constructor(t){super(t)}static init_RadioButtonGroup(){this.prototype.default_view=_,this.define((({Int:t,Nullable:o})=>({active:[o(t),null]})))}}i.RadioButtonGroup=r,r.__name__=\"RadioButtonGroup\",r.init_RadioButtonGroup()},\n", " 457: function _(e,i,t,n,a){n();const s=e(1),o=e(43),l=e(34),d=e(432),p=s.__importStar(e(427));class u extends d.InputGroupView{render(){super.render();const e=o.div({class:[p.input_group,this.model.inline?p.inline:null]});this.el.appendChild(e);const i=l.uniqueId(),{active:t,labels:n}=this.model;this._inputs=[];for(let a=0;athis.change_active(a))),this._inputs.push(s),this.model.disabled&&(s.disabled=!0),a==t&&(s.checked=!0);const l=o.label({},s,o.span({},n[a]));e.appendChild(l)}}change_active(e){this.model.active=e}}t.RadioGroupView=u,u.__name__=\"RadioGroupView\";class r extends d.InputGroup{constructor(e){super(e)}static init_RadioGroup(){this.prototype.default_view=u,this.define((({Boolean:e,Int:i,String:t,Array:n,Nullable:a})=>({active:[a(i),null],labels:[n(t),[]],inline:[e,!1]})))}}t.RadioGroup=r,r.__name__=\"RadioGroup\",r.init_RadioGroup()},\n", " 458: function _(e,t,i,r,a){r();const n=e(1).__importStar(e(183)),s=e(438),_=e(8);class d extends s.AbstractRangeSliderView{}i.RangeSliderView=d,d.__name__=\"RangeSliderView\";class o extends s.AbstractSlider{constructor(e){super(e),this.behaviour=\"drag\",this.connected=[!1,!0,!1]}static init_RangeSlider(){this.prototype.default_view=d,this.override({format:\"0[.]00\"})}_formatter(e,t){return _.isString(t)?n.format(e,t):t.compute(e)}}i.RangeSlider=o,o.__name__=\"RangeSlider\",o.init_RangeSlider()},\n", " 459: function _(e,t,n,i,s){i();const l=e(1),u=e(43),a=e(8),o=e(13),_=e(426),p=l.__importStar(e(427));class r extends _.InputWidgetView{constructor(){super(...arguments),this._known_values=new Set}connect_signals(){super.connect_signals();const{value:e,options:t}=this.model.properties;this.on_change(e,(()=>{this._update_value()})),this.on_change(t,(()=>{u.empty(this.input_el),u.append(this.input_el,...this.options_el()),this._update_value()}))}options_el(){const{_known_values:e}=this;function t(t){return t.map((t=>{let n,i;return a.isString(t)?n=i=t:[n,i]=t,e.add(n),u.option({value:n},i)}))}e.clear();const{options:n}=this.model;return a.isArray(n)?t(n):o.entries(n).map((([e,n])=>u.optgroup({label:e},t(n))))}render(){super.render(),this.input_el=u.select({class:p.input,name:this.model.name,disabled:this.model.disabled},this.options_el()),this._update_value(),this.input_el.addEventListener(\"change\",(()=>this.change_input())),this.group_el.appendChild(this.input_el)}change_input(){const e=this.input_el.value;this.model.value=e,super.change_input()}_update_value(){const{value:e}=this.model;this._known_values.has(e)?this.input_el.value=e:this.input_el.removeAttribute(\"value\")}}n.SelectView=r,r.__name__=\"SelectView\";class c extends _.InputWidget{constructor(e){super(e)}static init_Select(){this.prototype.default_view=r,this.define((({String:e,Array:t,Tuple:n,Dict:i,Or:s})=>{const l=t(s(e,n(e,e)));return{value:[e,\"\"],options:[s(l,i(l)),[]]}}))}}n.Select=c,c.__name__=\"Select\",c.init_Select()},\n", " 460: function _(t,e,i,r,s){r();const _=t(1).__importStar(t(183)),a=t(438),n=t(8);class o extends a.AbstractSliderView{}i.SliderView=o,o.__name__=\"SliderView\";class d extends a.AbstractSlider{constructor(t){super(t),this.behaviour=\"tap\",this.connected=[!0,!1]}static init_Slider(){this.prototype.default_view=o,this.override({format:\"0[.]00\"})}_formatter(t,e){return n.isString(e)?_.format(t,e):e.compute(t)}}i.Slider=d,d.__name__=\"Slider\",d.init_Slider()},\n", " 461: function _(e,t,i,n,s){n();const l=e(454),o=e(43),{min:r,max:a,floor:h,abs:_}=Math;function u(e){return h(e)!==e?e.toFixed(16).replace(/0+$/,\"\").split(\".\")[1].length:0}class d extends l.NumericInputView{*buttons(){yield this.btn_up_el,yield this.btn_down_el}initialize(){super.initialize(),this._handles={interval:void 0,timeout:void 0},this._interval=200}connect_signals(){super.connect_signals();const e=this.model.properties;this.on_change(e.disabled,(()=>{for(const e of this.buttons())o.toggle_attribute(e,\"disabled\",this.model.disabled)}))}render(){super.render(),this.wrapper_el=o.div({class:\"bk-spin-wrapper\"}),this.group_el.replaceChild(this.wrapper_el,this.input_el),this.btn_up_el=o.button({class:\"bk-spin-btn bk-spin-btn-up\"}),this.btn_down_el=o.button({class:\"bk-spin-btn bk-spin-btn-down\"}),this.wrapper_el.appendChild(this.input_el),this.wrapper_el.appendChild(this.btn_up_el),this.wrapper_el.appendChild(this.btn_down_el);for(const e of this.buttons())o.toggle_attribute(e,\"disabled\",this.model.disabled),e.addEventListener(\"mousedown\",(e=>this._btn_mouse_down(e))),e.addEventListener(\"mouseup\",(()=>this._btn_mouse_up())),e.addEventListener(\"mouseleave\",(()=>this._btn_mouse_leave()));this.input_el.addEventListener(\"keydown\",(e=>this._input_key_down(e))),this.input_el.addEventListener(\"keyup\",(()=>this.model.value_throttled=this.model.value)),this.input_el.addEventListener(\"wheel\",(e=>this._input_mouse_wheel(e))),this.input_el.addEventListener(\"wheel\",function(e,t,i=!1){let n;return function(...s){const l=this,o=i&&void 0===n;void 0!==n&&clearTimeout(n),n=setTimeout((function(){n=void 0,i||e.apply(l,s)}),t),o&&e.apply(l,s)}}((()=>{this.model.value_throttled=this.model.value}),this.model.wheel_wait,!1))}get precision(){const{low:e,high:t,step:i}=this.model,n=u;return a(n(_(null!=e?e:0)),n(_(null!=t?t:0)),n(_(i)))}remove(){this._stop_incrementation(),super.remove()}_start_incrementation(e){clearInterval(this._handles.interval),this._counter=0;const{step:t}=this.model,i=e=>{if(this._counter+=1,this._counter%5==0){const t=Math.floor(this._counter/5);t<10?(clearInterval(this._handles.interval),this._handles.interval=setInterval((()=>i(e)),this._interval/(t+1))):t>=10&&t<=13&&(clearInterval(this._handles.interval),this._handles.interval=setInterval((()=>i(2*e)),this._interval/10))}this.increment(e)};this._handles.interval=setInterval((()=>i(e*t)),this._interval)}_stop_incrementation(){clearTimeout(this._handles.timeout),this._handles.timeout=void 0,clearInterval(this._handles.interval),this._handles.interval=void 0,this.model.value_throttled=this.model.value}_btn_mouse_down(e){e.preventDefault();const t=e.currentTarget===this.btn_up_el?1:-1;this.increment(t*this.model.step),this.input_el.focus(),this._handles.timeout=setTimeout((()=>this._start_incrementation(t)),this._interval)}_btn_mouse_up(){this._stop_incrementation()}_btn_mouse_leave(){this._stop_incrementation()}_input_mouse_wheel(e){if(document.activeElement===this.input_el){e.preventDefault();const t=e.deltaY>0?-1:1;this.increment(t*this.model.step)}}_input_key_down(e){switch(e.keyCode){case o.Keys.Up:return e.preventDefault(),this.increment(this.model.step);case o.Keys.Down:return e.preventDefault(),this.increment(-this.model.step);case o.Keys.PageUp:return e.preventDefault(),this.increment(this.model.page_step_multiplier*this.model.step);case o.Keys.PageDown:return e.preventDefault(),this.increment(-this.model.page_step_multiplier*this.model.step)}}adjust_to_precision(e){return this.bound_value(Number(e.toFixed(this.precision)))}increment(e){const{low:t,high:i}=this.model;null==this.model.value?e>0?this.model.value=null!=t?t:null!=i?r(0,i):0:e<0&&(this.model.value=null!=i?i:null!=t?a(t,0):0):this.model.value=this.adjust_to_precision(this.model.value+e)}change_input(){super.change_input(),this.model.value_throttled=this.model.value}}i.SpinnerView=d,d.__name__=\"SpinnerView\";class p extends l.NumericInput{constructor(e){super(e)}static init_Spinner(){this.prototype.default_view=d,this.define((({Number:e,Nullable:t})=>({value_throttled:[t(e),null],step:[e,1],page_step_multiplier:[e,10],wheel_wait:[e,100]}))),this.override({mode:\"float\"})}}i.Spinner=p,p.__name__=\"Spinner\",p.init_Spinner()},\n", " 462: function _(e,t,s,n,i){n();const r=e(1),o=e(425),p=e(43),c=r.__importStar(e(427));class l extends o.TextLikeInputView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.rows.change,(()=>this.input_el.rows=this.model.rows)),this.connect(this.model.properties.cols.change,(()=>this.input_el.cols=this.model.cols))}_render_input(){this.input_el=p.textarea({class:c.input})}render(){super.render(),this.input_el.cols=this.model.cols,this.input_el.rows=this.model.rows}}s.TextAreaInputView=l,l.__name__=\"TextAreaInputView\";class _ extends o.TextLikeInput{constructor(e){super(e)}static init_TextAreaInput(){this.prototype.default_view=l,this.define((({Int:e})=>({cols:[e,20],rows:[e,2]}))),this.override({max_length:500})}}s.TextAreaInput=_,_.__name__=\"TextAreaInput\",_.init_TextAreaInput()},\n", " 463: function _(e,t,i,s,c){s();const o=e(1),a=e(419),n=e(43),l=o.__importStar(e(328));class _ extends a.AbstractButtonView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._update_active()))}render(){super.render(),this._update_active()}click(){this.model.active=!this.model.active,super.click()}_update_active(){n.classes(this.button_el).toggle(l.active,this.model.active)}}i.ToggleView=_,_.__name__=\"ToggleView\";class g extends a.AbstractButton{constructor(e){super(e)}static init_Toggle(){this.prototype.default_view=_,this.define((({Boolean:e})=>({active:[e,!1]}))),this.override({label:\"Toggle\"})}}i.Toggle=g,g.__name__=\"Toggle\",g.init_Toggle()},\n", " }, 417, {\"models/widgets/main\":417,\"models/widgets/index\":418,\"models/widgets/abstract_button\":419,\"models/widgets/control\":420,\"models/widgets/widget\":488,\"models/widgets/abstract_icon\":422,\"models/widgets/autocomplete_input\":423,\"models/widgets/text_input\":424,\"models/widgets/text_like_input\":425,\"models/widgets/input_widget\":426,\"styles/widgets/inputs.css\":427,\"models/widgets/button\":428,\"models/widgets/checkbox_button_group\":429,\"models/widgets/button_group\":430,\"models/widgets/checkbox_group\":431,\"models/widgets/input_group\":432,\"models/widgets/color_picker\":433,\"models/widgets/date_picker\":434,\"styles/widgets/flatpickr.css\":436,\"models/widgets/date_range_slider\":437,\"models/widgets/abstract_slider\":438,\"styles/widgets/sliders.css\":440,\"styles/widgets/nouislider.css\":441,\"models/widgets/date_slider\":442,\"models/widgets/div\":443,\"models/widgets/markup\":444,\"styles/clearfix.css\":445,\"models/widgets/dropdown\":446,\"models/widgets/file_input\":447,\"models/widgets/multiselect\":448,\"models/widgets/paragraph\":449,\"models/widgets/password_input\":450,\"models/widgets/multichoice\":451,\"styles/widgets/choices.css\":453,\"models/widgets/numeric_input\":454,\"models/widgets/pretext\":455,\"models/widgets/radio_button_group\":456,\"models/widgets/radio_group\":457,\"models/widgets/range_slider\":458,\"models/widgets/selectbox\":459,\"models/widgets/slider\":460,\"models/widgets/spinner\":461,\"models/widgets/textarea_input\":462,\"models/widgets/toggle\":463}, {});});\n", "\n", " /* END bokeh-widgets.min.js */\n", " },\n", " \n", " function(Bokeh) {\n", " /* BEGIN bokeh-tables.min.js */\n", " /*!\n", " * Copyright (c) 2012 - 2021, Anaconda, Inc., and Bokeh Contributors\n", " * All rights reserved.\n", " * \n", " * Redistribution and use in source and binary forms, with or without modification,\n", " * are permitted provided that the following conditions are met:\n", " * \n", " * Redistributions of source code must retain the above copyright notice,\n", " * this list of conditions and the following disclaimer.\n", " * \n", " * Redistributions in binary form must reproduce the above copyright notice,\n", " * this list of conditions and the following disclaimer in the documentation\n", " * and/or other materials provided with the distribution.\n", " * \n", " * Neither the name of Anaconda nor the names of any contributors\n", " * may be used to endorse or promote products derived from this software\n", " * without specific prior written permission.\n", " * \n", " * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n", " * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n", " * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n", " * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n", " * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n", " * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n", " * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n", " * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n", " * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n", " * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n", " * THE POSSIBILITY OF SUCH DAMAGE.\n", " */\n", " (function(root, factory) {\n", " factory(root[\"Bokeh\"], \"2.3.3\");\n", " })(this, function(Bokeh, version) {\n", " var define;\n", " return (function(modules, entry, aliases, externals) {\n", " const bokeh = typeof Bokeh !== \"undefined\" && (version != null ? Bokeh[version] : Bokeh);\n", " if (bokeh != null) {\n", " return bokeh.register_plugin(modules, entry, aliases);\n", " } else {\n", " throw new Error(\"Cannot find Bokeh \" + version + \". You have to load it prior to loading plugins.\");\n", " }\n", " })\n", " ({\n", " 464: function _(t,e,o,r,s){r();const _=t(1).__importStar(t(465));o.Tables=_;t(7).register_models(_)},\n", " 465: function _(g,a,r,e,t){e();const o=g(1);o.__exportStar(g(466),r),o.__exportStar(g(469),r),t(\"DataTable\",g(472).DataTable),t(\"TableColumn\",g(490).TableColumn),t(\"TableWidget\",g(489).TableWidget);var n=g(492);t(\"AvgAggregator\",n.AvgAggregator),t(\"MinAggregator\",n.MinAggregator),t(\"MaxAggregator\",n.MaxAggregator),t(\"SumAggregator\",n.SumAggregator);var A=g(493);t(\"GroupingInfo\",A.GroupingInfo),t(\"DataCube\",A.DataCube)},\n", " 466: function _(e,t,i,s,r){s();const a=e(1),n=e(43),l=e(240),u=e(53),d=e(467),o=a.__importStar(e(468));class _ extends l.DOMView{constructor(e){const{model:t,parent:i}=e.column;super(Object.assign({model:t,parent:i},e)),this.args=e,this.initialize(),this.render()}get emptyValue(){return null}initialize(){super.initialize(),this.inputEl=this._createInput(),this.defaultValue=null}async lazy_initialize(){throw new Error(\"unsupported\")}css_classes(){return super.css_classes().concat(o.cell_editor)}render(){super.render(),this.args.container.append(this.el),this.el.appendChild(this.inputEl),this.renderEditor(),this.disableNavigation()}renderEditor(){}disableNavigation(){this.inputEl.addEventListener(\"keydown\",(e=>{switch(e.keyCode){case n.Keys.Left:case n.Keys.Right:case n.Keys.Up:case n.Keys.Down:case n.Keys.PageUp:case n.Keys.PageDown:e.stopImmediatePropagation()}}))}destroy(){this.remove()}focus(){this.inputEl.focus()}show(){}hide(){}position(){}getValue(){return this.inputEl.value}setValue(e){this.inputEl.value=e}serializeValue(){return this.getValue()}isValueChanged(){return!(\"\"==this.getValue()&&null==this.defaultValue)&&this.getValue()!==this.defaultValue}applyValue(e,t){const i=this.args.grid.getData(),s=i.index.indexOf(e[d.DTINDEX_NAME]);i.setField(s,this.args.column.field,t)}loadValue(e){const t=e[this.args.column.field];this.defaultValue=null!=t?t:this.emptyValue,this.setValue(this.defaultValue)}validateValue(e){if(this.args.column.validator){const t=this.args.column.validator(e);if(!t.valid)return t}return{valid:!0,msg:null}}validate(){return this.validateValue(this.getValue())}}i.CellEditorView=_,_.__name__=\"CellEditorView\";class c extends u.Model{}i.CellEditor=c,c.__name__=\"CellEditor\";class p extends _{get emptyValue(){return\"\"}_createInput(){return n.input({type:\"text\"})}renderEditor(){this.inputEl.focus(),this.inputEl.select()}loadValue(e){super.loadValue(e),this.inputEl.defaultValue=this.defaultValue,this.inputEl.select()}}i.StringEditorView=p,p.__name__=\"StringEditorView\";class h extends c{static init_StringEditor(){this.prototype.default_view=p,this.define((({String:e,Array:t})=>({completions:[t(e),[]]})))}}i.StringEditor=h,h.__name__=\"StringEditor\",h.init_StringEditor();class E extends _{_createInput(){return n.textarea()}renderEditor(){this.inputEl.focus(),this.inputEl.select()}}i.TextEditorView=E,E.__name__=\"TextEditorView\";class V extends c{static init_TextEditor(){this.prototype.default_view=E}}i.TextEditor=V,V.__name__=\"TextEditor\",V.init_TextEditor();class m extends _{_createInput(){return n.select()}renderEditor(){for(const e of this.model.options)this.inputEl.appendChild(n.option({value:e},e));this.focus()}}i.SelectEditorView=m,m.__name__=\"SelectEditorView\";class f extends c{static init_SelectEditor(){this.prototype.default_view=m,this.define((({String:e,Array:t})=>({options:[t(e),[]]})))}}i.SelectEditor=f,f.__name__=\"SelectEditor\",f.init_SelectEditor();class x extends _{_createInput(){return n.input({type:\"text\"})}}i.PercentEditorView=x,x.__name__=\"PercentEditorView\";class g extends c{static init_PercentEditor(){this.prototype.default_view=x}}i.PercentEditor=g,g.__name__=\"PercentEditor\",g.init_PercentEditor();class w extends _{_createInput(){return n.input({type:\"checkbox\"})}renderEditor(){this.focus()}loadValue(e){this.defaultValue=!!e[this.args.column.field],this.inputEl.checked=this.defaultValue}serializeValue(){return this.inputEl.checked}}i.CheckboxEditorView=w,w.__name__=\"CheckboxEditorView\";class v extends c{static init_CheckboxEditor(){this.prototype.default_view=w}}i.CheckboxEditor=v,v.__name__=\"CheckboxEditor\",v.init_CheckboxEditor();class y extends _{_createInput(){return n.input({type:\"text\"})}renderEditor(){this.inputEl.focus(),this.inputEl.select()}remove(){super.remove()}serializeValue(){var e;return null!==(e=parseInt(this.getValue(),10))&&void 0!==e?e:0}loadValue(e){super.loadValue(e),this.inputEl.defaultValue=this.defaultValue,this.inputEl.select()}validateValue(e){return isNaN(e)?{valid:!1,msg:\"Please enter a valid integer\"}:super.validateValue(e)}}i.IntEditorView=y,y.__name__=\"IntEditorView\";class I extends c{static init_IntEditor(){this.prototype.default_view=y,this.define((({Int:e})=>({step:[e,1]})))}}i.IntEditor=I,I.__name__=\"IntEditor\",I.init_IntEditor();class b extends _{_createInput(){return n.input({type:\"text\"})}renderEditor(){this.inputEl.focus(),this.inputEl.select()}remove(){super.remove()}serializeValue(){var e;return null!==(e=parseFloat(this.getValue()))&&void 0!==e?e:0}loadValue(e){super.loadValue(e),this.inputEl.defaultValue=this.defaultValue,this.inputEl.select()}validateValue(e){return isNaN(e)?{valid:!1,msg:\"Please enter a valid number\"}:super.validateValue(e)}}i.NumberEditorView=b,b.__name__=\"NumberEditorView\";class N extends c{static init_NumberEditor(){this.prototype.default_view=b,this.define((({Number:e})=>({step:[e,.01]})))}}i.NumberEditor=N,N.__name__=\"NumberEditor\",N.init_NumberEditor();class S extends _{_createInput(){return n.input({type:\"text\"})}}i.TimeEditorView=S,S.__name__=\"TimeEditorView\";class C extends c{static init_TimeEditor(){this.prototype.default_view=S}}i.TimeEditor=C,C.__name__=\"TimeEditor\",C.init_TimeEditor();class D extends _{_createInput(){return n.input({type:\"text\"})}get emptyValue(){return new Date}renderEditor(){this.inputEl.focus(),this.inputEl.select()}destroy(){super.destroy()}show(){super.show()}hide(){super.hide()}position(){return super.position()}getValue(){}setValue(e){}}i.DateEditorView=D,D.__name__=\"DateEditorView\";class T extends c{static init_DateEditor(){this.prototype.default_view=D}}i.DateEditor=T,T.__name__=\"DateEditor\",T.init_DateEditor()},\n", " 467: function _(_,n,i,t,d){t(),i.DTINDEX_NAME=\"__bkdt_internal_index__\"},\n", " 468: function _(e,l,o,t,r){t(),o.root=\"bk-root\",o.data_table=\"bk-data-table\",o.cell_special_defaults=\"bk-cell-special-defaults\",o.cell_select=\"bk-cell-select\",o.cell_index=\"bk-cell-index\",o.header_index=\"bk-header-index\",o.cell_editor=\"bk-cell-editor\",o.cell_editor_completion=\"bk-cell-editor-completion\",o.default='.bk-root .bk-data-table{box-sizing:content-box;font-size:11px;}.bk-root .bk-data-table input[type=\"checkbox\"]{margin-left:4px;margin-right:4px;}.bk-root .bk-cell-special-defaults{border-right-color:silver;border-right-style:solid;background:#f5f5f5;}.bk-root .bk-cell-select{border-right-color:silver;border-right-style:solid;background:#f5f5f5;}.bk-root .slick-cell.bk-cell-index{border-right-color:silver;border-right-style:solid;background:#f5f5f5;text-align:right;background:#f0f0f0;color:#909090;}.bk-root .bk-header-index .slick-column-name{float:right;}.bk-root .slick-row.selected .bk-cell-index{background-color:transparent;}.bk-root .slick-row.odd{background:#f0f0f0;}.bk-root .slick-cell{padding-left:4px;padding-right:4px;border-right-color:transparent;border:0.25px solid transparent;}.bk-root .slick-cell .bk{line-height:inherit;}.bk-root .slick-cell.active{border-style:dashed;}.bk-root .slick-cell.selected{background-color:#F0F8FF;}.bk-root .slick-cell.editable{padding-left:0;padding-right:0;}.bk-root .bk-cell-editor{display:contents;}.bk-root .bk-cell-editor input,.bk-root .bk-cell-editor select{width:100%;height:100%;border:0;margin:0;padding:0;outline:0;background:transparent;vertical-align:baseline;}.bk-root .bk-cell-editor input{padding-left:4px;padding-right:4px;}.bk-root .bk-cell-editor-completion{font-size:11px;}'},\n", " 469: function _(t,e,r,a,n){a();const i=t(1),o=i.__importDefault(t(181)),s=i.__importStar(t(183)),l=t(470),c=t(43),m=t(20),u=t(8),_=t(34),F=t(22),d=t(53);class f extends d.Model{constructor(t){super(t)}doFormat(t,e,r,a,n){return null==r?\"\":(r+\"\").replace(/&/g,\"&\").replace(//g,\">\")}}r.CellFormatter=f,f.__name__=\"CellFormatter\";class h extends f{constructor(t){super(t)}static init_StringFormatter(){this.define((({Color:t,Nullable:e})=>({font_style:[m.FontStyle,\"normal\"],text_align:[m.TextAlign,\"left\"],text_color:[e(t),null]})))}doFormat(t,e,r,a,n){const{font_style:i,text_align:o,text_color:s}=this,l=c.div({},null==r?\"\":`${r}`);switch(i){case\"bold\":l.style.fontWeight=\"bold\";break;case\"italic\":l.style.fontStyle=\"italic\"}return null!=o&&(l.style.textAlign=o),null!=s&&(l.style.color=F.color2css(s)),l.outerHTML}}r.StringFormatter=h,h.__name__=\"StringFormatter\",h.init_StringFormatter();class g extends h{constructor(t){super(t)}static init_ScientificFormatter(){this.define((({Number:t,String:e,Nullable:r})=>({nan_format:[r(e),null],precision:[t,10],power_limit_high:[t,5],power_limit_low:[t,-3]})))}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}doFormat(t,e,r,a,n){const i=Math.abs(r)<=this.scientific_limit_low||Math.abs(r)>=this.scientific_limit_high;let o=this.precision;return o<1&&(o=1),r=null!=r&&!isNaN(r)||null==this.nan_format?0==r?_.to_fixed(r,1):i?r.toExponential(o):_.to_fixed(r,o):this.nan_format,super.doFormat(t,e,r,a,n)}}r.ScientificFormatter=g,g.__name__=\"ScientificFormatter\",g.init_ScientificFormatter();class p extends h{constructor(t){super(t)}static init_NumberFormatter(){this.define((({String:t,Nullable:e})=>({format:[t,\"0,0\"],language:[t,\"en\"],rounding:[m.RoundingFunction,\"round\"],nan_format:[e(t),null]})))}doFormat(t,e,r,a,n){const{format:i,language:o,nan_format:l}=this,c=(()=>{switch(this.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}})();return 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function(){n&&(n=r=s.onload=s.onerror=s.onabort=s.ontimeout=s.onreadystatechange=null,\"abort\"===e?s.abort():\"error\"===e?\"number\"!=typeof s.status?o(0,\"error\"):o(s.status,s.statusText):o(_t[s.status]||s.status,s.statusText,\"text\"!==(s.responseType||\"text\")||\"string\"!=typeof s.responseText?{binary:s.response}:{text:s.responseText},s.getAllResponseHeaders()))}},s.onload=n(),r=s.onerror=s.ontimeout=n(\"error\"),void 0!==s.onabort?s.onabort=r:s.onreadystatechange=function(){4===s.readyState&&e.setTimeout((function(){n&&r()}))},n=n(\"abort\");try{s.send(t.hasContent&&t.data||null)}catch(e){if(n)throw e}},abort:function(){n&&n()}}})),w.ajaxPrefilter((function(e){e.crossDomain&&(e.contents.script=!1)})),w.ajaxSetup({accepts:{script:\"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript\"},contents:{script:/\\b(?:java|ecma)script\\b/},converters:{\"text script\":function(e){return w.globalEval(e),e}}}),w.ajaxPrefilter(\"script\",(function(e){void 0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type=\"GET\")})),w.ajaxTransport(\"script\",(function(e){var t,n;if(e.crossDomain||e.scriptAttrs)return{send:function(r,i){t=w(\"" ], "text/plain": [ ":Scatter [Droplet Diameter (um)] (Spindle Length (um))" ] }, "execution_count": 3, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "1003" } }, "output_type": "execute_result" } ], "source": [ "# Load in Data Frame\n", "df = pd.read_csv(os.path.join(data_path, \"good_invitro_droplet_data.csv\"), comment=\"#\")\n", "\n", "hv.Scatter(data=df, kdims=\"Droplet Diameter (um)\", vdims=\"Spindle Length (um)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The generative model we used for this data set is\n", "\n", "\\begin{align}\n", "&\\log_{10} \\phi \\sim \\text{Norm}(1.5, 0.75),\\\\[1em]\n", "&\\gamma \\sim \\text{Beta}(1.1, 1.1), \\\\[1em]\n", "&\\sigma \\sim \\text{HalfNorm}(10),\\\\[1em]\n", "&\\mu_i = \\frac{\\gamma d_i}{\\left(1+(\\gamma d_i/\\phi)^3\\right)^{\\frac{1}{3}}}, \\\\[1em]\n", "&l_i \\mid d_i, \\gamma, \\phi, \\sigma \\sim \\text{Norm}(\\mu_i, \\sigma) \\;\\forall i.\n", "\\end{align}\n", "\n", "The corresponding Stan code is\n", "\n", "```stan\n", "functions {\n", " real ell_theor(real d, real phi, real gamma_) {\n", " real denom_ratio = (gamma_ * d / phi)^3;\n", " return gamma_ * d / (1 + denom_ratio)^(1.0 / 3.0); \n", " }\n", "}\n", "\n", "\n", "data {\n", " int N;\n", " real d[N];\n", " real ell[N];\n", "}\n", "\n", "\n", "parameters {\n", " real log10_phi;\n", " real gamma_;\n", " real sigma;\n", "}\n", "\n", "\n", "transformed parameters {\n", " real phi = 10^log10_phi;\n", "}\n", "\n", "\n", "model {\n", " log10_phi ~ normal(1.5, 0.75);\n", " gamma_ ~ beta(1.1, 1.1);\n", " sigma ~ normal(0.0, 10.0);\n", " \n", " for (i in 1:N) {\n", " ell[i] ~ normal(ell_theor(d[i], phi, gamma_), sigma);\n", " }\n", "}\n", "```\n", "\n", "Let's compile the model. The compilation for ADVI is exactly the same as for MCMC." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "with bebi103.stan.disable_logging():\n", " sm = cmdstanpy.CmdStanModel(stan_file=\"spindle.stan\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we can perform ADVI. To do so, we use `sm.variational()` instead of `sm.sample()`. We specify that we want to use a Gaussian mean field approximation using the `algorithm=\"meanfield\"` kwarg. Stan will automatically do the optimization. Remember, though, for general optimization problems, there are no guarantees that we can find a global optimum. \n", "\n", "Finally, we then use `output_samples=4000` to get samples out of the approximate posterior." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:cmdstanpy:Chain [1] start processing\n", "INFO:cmdstanpy:Chain [1] done processing\n" ] } ], "source": [ "N_ppc = 200\n", "d_ppc = np.linspace(0.1, 250, N_ppc)\n", "\n", "d = df[\"Droplet Diameter (um)\"].values\n", "ell = df[\"Spindle Length (um)\"].values\n", "\n", "data = dict(N=len(df), d=d, ell=ell, N_ppc=N_ppc, d_ppc=d_ppc)\n", "\n", "samples_vi = sm.variational(\n", " data=data,\n", " algorithm=\"meanfield\",\n", " output_samples=4000,\n", " seed=3252,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Unfortunately, [ArviZ does not have support for VI results](https://github.com/arviz-devs/arviz/issues/498), so we need to extract the information about the VI calculation directly from the object returned by `sm.variational()`. First, we can look at Stan's output pertaining to its optimization calculation for maximizing the ELBO. To do this, we will pull out the `stdout_files` and print their content" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "method = variational\n", " variational\n", " algorithm = meanfield (Default)\n", " meanfield\n", " iter = 10000 (Default)\n", " grad_samples = 1 (Default)\n", " elbo_samples = 100 (Default)\n", " eta = 1 (Default)\n", " adapt\n", " engaged = 1 (Default)\n", " iter = 50 (Default)\n", " tol_rel_obj = 0.01 (Default)\n", " eval_elbo = 100 (Default)\n", " output_samples = 4000\n", "id = 1 (Default)\n", "data\n", " file = /var/folders/j_/c5r9ch0913v3h1w4bdwzm0lh0000gn/T/tmpv3jgb1xx/2xcqw076.json\n", "init = 2 (Default)\n", "random\n", " seed = 3252\n", "output\n", " file = /var/folders/j_/c5r9ch0913v3h1w4bdwzm0lh0000gn/T/tmpv3jgb1xx/spindle-20220221153106.csv\n", " diagnostic_file = (Default)\n", " refresh = 100 (Default)\n", " sig_figs = -1 (Default)\n", " profile_file = profile.csv (Default)\n", "num_threads = 1 (Default)\n", "\n", "------------------------------------------------------------\n", "EXPERIMENTAL ALGORITHM:\n", " This procedure has not been thoroughly tested and may be unstable\n", " or buggy. The interface is subject to change.\n", "------------------------------------------------------------\n", "\n", "\n", "\n", "Gradient evaluation took 0.000302 seconds\n", "1000 transitions using 10 leapfrog steps per transition would take 3.02 seconds.\n", "Adjust your expectations accordingly!\n", "\n", "\n", "Begin eta adaptation.\n", "Iteration: 1 / 250 [ 0%] (Adaptation)\n", "Iteration: 50 / 250 [ 20%] (Adaptation)\n", "Iteration: 100 / 250 [ 40%] (Adaptation)\n", "Iteration: 150 / 250 [ 60%] (Adaptation)\n", "Iteration: 200 / 250 [ 80%] (Adaptation)\n", "Success! Found best value [eta = 1] earlier than expected.\n", "\n", "Begin stochastic gradient ascent.\n", " iter ELBO delta_ELBO_mean delta_ELBO_med notes \n", " 100 -16953.664 1.000 1.000\n", " 200 -26130.759 0.676 1.000\n", " 300 -23178.757 0.493 0.351\n", " 400 -4616.726 1.375 1.000\n", " 500 -3575.492 1.158 0.351\n", " 600 -3390.535 0.974 0.351\n", " 700 -3084.661 0.849 0.291\n", " 800 -1877.438 0.823 0.351\n", " 900 -1845.521 0.734 0.291\n", " 1000 -1847.926 0.661 0.291\n", " 1100 -1841.887 0.561 0.127 MAY BE DIVERGING... INSPECT ELBO\n", " 1200 -1846.126 0.526 0.099 MAY BE DIVERGING... INSPECT ELBO\n", " 1300 -1841.222 0.514 0.055 MAY BE DIVERGING... INSPECT ELBO\n", " 1400 -1844.497 0.112 0.017\n", " 1500 -1844.251 0.083 0.003 MEDIAN ELBO CONVERGED\n", "\n", "Drawing a sample of size 4000 from the approximate posterior... \n", "COMPLETED.\n", "\n" ] } ], "source": [ "for fname in samples_vi.runset._stdout_files:\n", " with open(fname, \"r\") as f:\n", " print(f.read())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The stochastic gradient ascent was used to maximize the ELBO, and we got the message that the optimization converged. Stan then proceeded to draw 4000 samples out of the approximate posterior.\n", "\n", "Now, we can obtain the draws using the `samples_vi.variational_sample` object, which has the samples as a data frame. We need to change the column headings to be descriptive." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lp__log_p__log_g__phigamma_sigma_0mu[1]mu[2]mu[3]mu[4]...ell_ppc[191]ell_ppc[192]ell_ppc[193]ell_ppc[194]ell_ppc[195]ell_ppc[196]ell_ppc[197]ell_ppc[198]ell_ppc[199]ell_ppc[200]
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" ], "text/plain": [ " lp__ log_p__ log_g__ phi gamma_ sigma_0 mu[1] mu[2] \\\n", "0 0.0 0.0 0.0 37.3255 0.872579 0.114267 21.9268 22.6247 \n", "\n", " mu[3] mu[4] ... ell_ppc[191] ell_ppc[192] ell_ppc[193] \\\n", "0 23.3587 24.2927 ... 36.9062 29.4505 35.2221 \n", "\n", " ell_ppc[194] ell_ppc[195] ell_ppc[196] ell_ppc[197] ell_ppc[198] \\\n", "0 35.2612 34.0087 37.0151 36.9185 44.0853 \n", "\n", " ell_ppc[199] ell_ppc[200] \n", "0 39.615 49.3834 \n", "\n", "[1 rows x 1546 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "samples_vi.variational_params_pd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a quick look at the posterior predictive checks to make sure the likelihood parametrized by draws out of the *approximate* posterior can generate the data." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1125" } }, "output_type": "display_data" } ], "source": [ "ell_ppc = df_vi[df_vi.columns[df_vi.columns.str.contains(\"ell_ppc\")]].values\n", "\n", "bokeh.io.show(\n", " bebi103.viz.predictive_regression(\n", " ell_ppc,\n", " d_ppc,\n", " data=(d, ell),\n", " x_axis_label=\"droplet diameter (µm)\",\n", " y_axis_label=\"spindle length (µm)\",\n", " )\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This looks ok, but remember that we are looking at how the likelihood can generate data using parameters sampled from the *approximate* posterior. Now, let's look at the samples out of the approximate posterior." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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wI2WLpN3rP+wuUFJgAew//5dr0QI06z+JRQw7jEnrPy9OfLWjuOs/04TtJ2N86z8xfhr35rfrP5We6SXGMuw/eSCySBPv6z/B49u7Bv3qP1YOLbKdb+s/enB31m676z93EhH+RVDsP8ZsyaoIt+s/5ggZyLNL6z/+DG/W4P3qP81aCkj7n+s/dXPxtz1B7D8yzAna5HDrPz84nzpWKew/CoMyjSYX7D8G2h1SDBDsP1ciUP2DyOs/exUZHZCE7D+tbvWc9L7rP6SrdHedjes/hA8lWvL46z9872/QXv3rP+knnN1apus/j8L1KFwP6z8ktybdlkjrP3DRyVLrfew/lNkgk4wc7D+c+GpHcQ7sP9qQf2YQH+w/yCQjZ2HP6z/tZkY/Gk7sP1mGONbFbew/UDV6NUDp6z9mhLcHIaDsPwyTqYJRSes/u9OdJ54z6z8M6fAQxs/rPxXKwtfXuus/UyRfCaRE7D/6m1CIgEPsP4oipG5n3+s/H9lcNc8R7D+e8BKc+kDrP6EQAYdQJew/kSi0rPvH6z9PBdzz/OnrPzF9ryE4Lus/krJF0m507D9we4LEdvfrP7zOhvwzA+w/4j/dQIH36z+wj05d+SzsP8TQ6uQMRes/U3jQ7Lo37D/sL7snDwvsP58e2zLgLOw/MxmO5zMg7D/mllZD4p7sP52ed2NBYew/v0UnS6336z9bXU4JiEnrPwK7mjxlNew/eZEJ+DUS7D9FZcOayqLrP+uLhLacS+s/8Nx7uOS46z8OMPMd/MTrPz9z1qcck+s/fsNEgxS86z+I2jaMguDrP3SXxFkRtes/yecVTz3S6z8WMlcG1QbsP812hT5YRuw/Ja5jXHHx6z9OfSB559DrP1GgT+RJUuw/onvWNVqO6z/kTBO2nwzsP6j91k6UhOw/W7VrQlrj6z/K3HwjumfsP93sD5Tbduw/v5zZrtCH6z9GskeoGdLrP/5IERlWcew/RGraxTTT6z9cABqlS//rP50ui4nNx+s/DybFxydk7D/c1haelwrsP4EgQIaOHew/7x01JsTc6z8iVRSvsjbsP39PrFPle+w/X9TuVwE+7D9MiLmkajvsPzGZKhiV1Os/r+3tluQA7D/mPGNfsvHrP+YCl8eaEew/Gf8+48IB7D+5/fLJiuHqP+c1donqres/U3k7wmnB6z9JZB9kWbDrP0zFxryOOOw/AWpq2Vpf7D9qM05DVGHsP5RQ+kLIeew/igYpeAq57D+9xFimX6LrP19BmrFouus/sDkHz4Sm6z+GAUuuYvHrP7WoT3KHzes/81gzMshd7D+FtMagE0LsP6HWNO84xes/eJlho6xf6z+zXgzlRDvsP5Y/3xYsVew/yvli78WX7D+uY1xxcdTrP6uYSj/hbOo/oBnEB3b86z/ohTsXRnrrP4Rm170VCes/JNQMqaL46z9UHXIz3ADsP4iCGVOwRuw/bcfUXdkF7D+G6BA4EujrP+WdQxmq4us/y2jk84on6z/LaU/JOTHsP7sKKT+p9us/xhft8UI67D/nHDwTmiTsP1qAttWsM+w/WcFvQ4zX6z9TIR6Jl6frP96ul6YIcOs/dy/3yVEA7D/yP/m7d1TsPytM32sIDuw/b51/u+xX7D89m1Wfqy3sP2IQWDm0yOs/MNrjhXT46z/rxyb5Eb/rP9C1L6AX7us/rqBpiZXR6z+9N4YA4FjsP/et1onLces/rrmj/+Xa6z+bVZ+rrVjrP5zexftxe+s/RQ2mYfgI7D/+8PPfg1frP8f17/rM2es/B5rPudt16z93oE55dKPrP4hnCTICKuw/YJLKFHOQ6z+3ek5633jsP39Ma9PY3us/xxAAHHt27D8xQni0ccTrP9GRXP5Deus/vDydK0oJ7D+IhO/9DdrrP4uNeR1xSOw/W7BUF/Cy6z8YJH1aRf/qP3bG98Wlquw/igW+oluv6z+yutVz0vvrPy46WWq93+s/QdgpVg3C6z/ncoOhDivsP1k2c0hqoew/85GU9DC06z9WYp6VtOLrPw/wpIXLKus/OurouBpZ7D/zPLg7azfsP7+4VKUtrus/CrlSz4LQ6z+PHVTiOkbsP035EFSNXuw/Kh+CqtGr6z+C4zJuaiDsP+1GH/MBAew/r30BvXBn7D+EEJAvoYLrP4nOMotQ7Os/iL67lSW66z8bECGunL3sPxYzwtuDkOw/3ZVdMLjm6z/J/+Tv3tHrP8NGWb+ZGOw/DvYmhuTk6z8pe0s5X+zrPxgjEoWW9es/aeVeYFao6z+cU8kAUMXrP/Ypx2Rxf+s/KPOPvklT7D/kLy3qk1zrP5Y9CWzOwes/eM+B5QiZ6z8+eO3ShsPrP3xinSrfs+w/IGPuWkI+7D+l3H2OjxbsPwoS290D9Os/kKSkh6HV6z/YYrfPKrPrPxgGLLmKRew/XFg33h0Z7D95eTpXlBLsP/KU1XQ90es/IxYx7DCm6z9TdvpBXSTsPzRIwVPIFew/qHAEqRQ77D99PPTdrSzsP1rZPuQtV+s/Ic7DCUyn7D+zQ/zDlh7sPw0bZf1mYus/PUSjO4id6z/Gh9nLttPrP1kyx/Kueuw//z147dIG7D+oxHWMK67rP6PogY/Bius/eO+oMSHm6z+RtvEnKhvsPy/E6o8wDOw/GLDkKha/6z8ra5vicdHrP/ZBlgUTf+w/E9Iag06I6z9t409UNizrP61POSaL++s/NIRjlj0J7D8tlbcjnBbsP+gU5Gcj1+s/8PeL2ZJV7D+6+UZ0z7rrPxmrzf+rjus/RDF5A8z86z+aet0iMFbrP6EuUigL3+o/pDSbx2Gw6z995xcl6C/sP1BWDFcHwOs/TrNAu0OK6z/dQIF38unrPwL0+/7NC+w/dsJLcOqD6z+WCiqqfiXsPz4IAfkSqus/zeSbbW5M7D9E+YIWEjDsP93NUx1yM+w/mNpSB3m96z/whclUwajrP7K61XPS++s/Uu+pnPYU7D9qwvaTMb7sP4ZzDTM0Huw/fJ4/bVSn6z8C1NSytT7sP7SPFfw2xOs/b0kO2NXk6z/JOEayRyjsP1K69C9JZes/0ZZzKa4q7D+9bhEY65vsP+JZgoyACuw/eJlho6zf6z+1F9F2TN3rP92ZCYZzDew/uvlGdM867D857//jhAnsP4Uks3qHW+w/NKFJYkk57D8sEaj+QSTsPyHoaFVLOuw/01CjkGTW6z/Zl2w82GLrPzKtTWN7rew/p5VCIJe46z9H6GfqdYvsP7JMv0S8des/esiUD0FV6z/knxnEB/brP1p/SwD+qes/rB3FOepo7D+OI9biUwDsP83lBkMdVuw/4ltYN96d6z8PRBZp4p3rP0zeADPfwes/FcjsLHqn6z9stYe9UMDrP5bP8jy4u+s/OIHptG4D6z9kWwacpeTrP4tuvaYHhes/0bGDSlxH7D83wqIiTqfrPw98DFac6us/aLPqc7UV7D/6uaEpO/3rPw2l9iLajus/L9/6sN4o7D/IfECgM+nrP2K6EKs/Qus/BthHp6786z8vTny1ozjsP+VGkbWGUuw/0sPQ6uQM7D+ismFNZdHrP3ke3J212+s/9Wc/UkSG7D/Ymq285P/rP0yN0M/U6+s/JcreUs6X6z8hOgSOBJrrP9iC3htDgOs/mNwostZQ7D9hNgGG5c/rPxr4UQ37ves/v9TPm4pU6z9HPUSjO4jsP3Jr0m2J3Os/Wn9LAP4p7D+/8EqS5/rsPyDSb18Hzus/dXXHYpvU6z8l6ZrJN9vrP9NM9zqpr+s/L4UHza576z/uk6MAUbDsP9mUK7zLRes/BFq6gm3E6z9wCFVq9kDsP2LAkqtY/Os/8BXdek0P7D8ZINEEitjrP2zp0VRPZus/w9Zs5SX/6z8LJCh+jDnrP4vBw7Rvbus/FRqIZTOH6z9I/fUKC+7rP/USY5l+Cew/PzvgumJG7D+69C9JZQrsPzZ39L9ci+s/iulCrP6I6z/0bFZ9rjbsP+6VeauuQ+w/L1IoC1/f6j+k+zkF+dnrPxSxiGGHses/rmGGxhPB6z8TtTS3QtjrP/iNrz2zJOw/vEBJgQWw6z+yf54GDBLsPymwAKYMHOw/MEs7NZeb7D/qy9JOzeXrP9h9x/DYz+s/j3HFxVG56j/JIk28AzzsP7MlqyLc5Os/lxqhn6nX6z/x8J4DyxHsP1LSw9DqZOw/TmGlgoqq6j9RaFn3jwXsPzFe86rO6us/p8r3jERo6z+QoPgx5i7rPzOK5ZZWQ+w//ijqzD2k6z+vtfepKjTsPxNE3Qcgtes/OfBquTOT6z8Rjln2JLDrPzNTWn9LgOs/aJdvfVjv6z+kbfyJygbsPyKNCpxsA+w/uRgD6zj+6z+UTbnCu9zrP629T1WhAew/Vg3C3O7l6z9g56bNOA3sP8qJdhVSfus/ICbhQh7B6z9eDrvvGB7sP/9dnznr0+s/ZED2evdH7D+h15/E507rP9Mx5xn7kus/88ZJYd7j6z91dFyN7MrrP1oPXyaKEOw/9puJ6UIs7D/vdOeJ52zrP5Jbk25L5Os/VtXL7zQZ7D9J2o0+5oPsPypxHeOKi+s/iGNd3EYD6z9zEd+JWa/rP0VKs3kcBuw/HXV0XI3s6z9vgm+aPjvsP4DW/PhLC+w/E0NyMnGr6z9Cz2bV52rrPwJ+jSRBuOs/SkG3lzTG6z/YRjzZzYzrPyLgEKrUbOs/tcNfkzXq6z/MQGX8+wzsP5vJN9vcGOw/WtdoOdDD6z8VjbW/sz3sPwHbwYh9Auw/Im3jT1S26z+AZDp0el7sPyEGuvYF9Os/BRbAlIED7D8PD2H8NO7rP7Ss+8dCdOs/2CjrNxNT7D8PfuIA+v3rP4/iHHV03Os/ejTVk/lH6z/3PeqvV1jsP634hsJna+s/mpSCbi9p6z+vsrYpHhfsP/j6Wpcaoew/VMTpJFvd6z9xGw3gLZDrP807TtGR3Os/knajj/kA7D8MVwdA3NXqP1mLTwEwHuw/PbmmQGZn6z/xgR3/BYLrP7PROT/Fces/yNEcWfll6z+zeRwG81fsPy/4NCcvMuw/5wEs8usH7D89D+7O2m3sP28QrRVtDuw/swsG19zR6z9wsaIG07DrP6FoHsAiP+w/gSIWMeyw6z/hXS7iO7HrP6ev52uWy+s/PE88ZwsI7D9B740hADjsP8oYH2YvW+s/kuwRaoZU7D9YyFwZVBvsP9BE2PD0yus/Oh4zUBn/6z/LEwg7xSrrP7dif9k9+es/JXmu78PB6z8HYAMixBXsP+0MU1vqoOs/lBeZgF8j7D+gFoOHaV/sP3dM3ZVdMOw/8j/5u3fU6z92UInrGFfsPzIiUWhZ9+s/mkNSCyUT7D8EPGnhsgrsP2A8g4b+ies/ICi37XtU7D9bXyS05dzrP2oTJ/c7FOs/acnjafkB7D8sLLgf8MDqP2jnNAu0O+w/3GgAb4EE7D/dQexMofPrP4RFRZxOsus/5gMCnUkb7D+Xxi+8kuTrPzYiGAeXDuw/X9IYraMq6z9M/FHUmXvrPwZINIEiFuw/Qu4iTFEu7D8dIm5OJYPrP43PZP88Dew/NA71u7C16z/JWdjTDv/rPxy0Vx8P/es/FtwPeGCA7D8429yYnrDrP3jt0obD0us/ycovgzGi6z9PHhZqTfPrP2O4OgDirus/zVoKSPuf6z8oQ1VMpZ/rPyLH1jOE4+s/uwopP6l27D8IO8WqQRjsPzKSPULNEOw/P/89eO3S6z9eaRmp91TsP/28qUiFses/vxBy3v/H6z/lR/yKNdzrPwfQ7/s3r+s/hEiGHFtP7D+jA5Kwb6frP88wtaUO8us/63Qg66lV6z+aP6a1aezrPyfBG9KoQOw/KSUEq+pl7D8+z582qtPrP4SfOIB+X+s/+3lTkQrj6z88F0Z6UTvrP6Xap+MxA+w/Ha9A9KTM6z+aB7DIrx/sP36QZcHEH+w/XJIDdjX56z8oKEUr9wLsP/q4NlSM8+s/wono19bP6j99JCU9DK3rPyzy64fYYOw/JefEHtpH7D81lrA2xk7sP1ImNbQB2Os/9BjlmZfD6z82qz5XWzHrP5eOOc/YF+w/OsrBbAKM6z8kRPmCFhLsP30JFRxekOs/i6ceaXDb6z8jaw2l9iLsP8NlFTYD3Os/61bPSe8b7D8ArmTHRqDrP8WOxqF+F+s/F50std5v6z9HAaJgxhTrPzF8REyJpOs/bvjddMsO7D/wMsNGWb/rP3bexmZHKuw/29styQE77D8YQWMmUS/sPxY1mIbhI+w/LdDukGKA6z85s12hDxbsPxdi9UcYBuw/muyfpwED7D9sQ8U4fxPsPxhDOdGuQuw/EtvdA3Rf6z+DbcST3UzsP2fV52or9us/oTGTqBd86z9hwf2AB4brP6qZtRSQduw/amluhbAa7D/yIhPwayTsPyR7hJohVew/EMtmDkmt6z+sqSwKu6jrP1OXjGMk++s/b9bgfVWu6z8a3NYWnpfrP+7of7kWrew/exUZHZCE6z+ga19AL9zrP73IBPwayes/sHCS5o9p6z86BmSvd3/rP/hSeNDsOuw/GvfmN0y06z/MDBtl/WbsP75Nf/Yjxes/QfSkTGro6z/bi2g7pu7rPzo8hPHTOOw/opxoVyFl6z93TN2VXTDsP2mPF9Lhoes/GTp2UIlr6z9vg9pv7cTrP6d2hqktdes/IxXGFoIc7D+0BBkBFQ7sP6n3VE57Sus/nWNA9nr36z8VqwZhbvfrP5bpl4i3Tus/nrXbLjRX6z/QDOIDO/7rP88VpYRgVew/XMe44uKo6z+sVFBR9avrPxqmttRB3us/kbkyqDa46z/f+rDeqBXsP04pr5XQXew/VfZdEfzv6z/yP/m7d9TsP5rMeFvptes/h01k5gKX6z9r8pTVdL3sP3uhgO1gxOo/DyibcoV37D+Ame/gJ47rP9YbtcL0Pew/bVhTWRT26z/8HB8tzpjsP56VtOIbCuw/TDYebLHb6z8UeCefHtvrPx2taklHuew/k//J370j7D/9L9eiBejrPytqMA3DR+s/CXB6F+9H7D/b+X5qvHTsP92XM9sVeus/u9Vz0vtG6z+dSDDVzNrrP4j029eBc+w/zjP2JRuP6z/6YBkbutnrPzViZp/HqOs/lkIglzjy6z8F3zR9dsDrPwVNS6yMxus/ZTTyecXT6z+QaAJFLGLsP8r8o2/SNOw/xXJLqyFx6z+oxeBh2jfsP7joZKn1/us/OzlDcceb7D/L8nUZ/tPrP6G7JM6KKOw/asAg6dMq6z8rTrUWZiHsP7WoT3KHTew/kX2QZcHE6z8nMJ3WbdDrP2Svd3+8V+w/KIBiZMmc6z92qRH6mfrrP+25TE2Ct+s/l445z9iX6z8W3XpNDwrsP2dg5GVNLOs//id/946a7D9PyqSGNoDrP4L917lpM+w/VKwahLld6z8CZr6Dn7jrP0dxjjo6rus/e0ljtI6q6z8z+tFwytzrPyo5J/bQvus/1Jy8yAT86z/vVMA9zx/sP9TTR+APP+w//ijqzD0k6z+vsUtUbw3sP3u8kA4PYew/8FLqknGM6z+HFtnO91PsP2XHRiBe1+s/PQtCeR9H7D9sXP+uzxzsP/JfIAiQoes/31D4bB0c7D/7ko0HW2zrP+wWgbG+gew/xEKtad7x6z+J0Ag2rv/rPwZM4NbdPOs/S5ARUOEI7D99PV+zXLbrPwZ/v5gtWes/tLCnHf4a7D9e8dQjDe7rP0s8oGzKFew/ERlW8Ubm6z/IJCNnYc/rP5f+JalMses/LbXeb7Rj7D/LK9fbZqrrPyiZnNoZpus/MSdok8On7D/JyFnY047rPwnAP6VKlOs/pTLFHAQd7D/4/ZsXJz7rP6Qa9ntiHes/VBoxs8/j6z8DtRg8TPvrPwk02NR51Os/6Q/NPLkm7D/ScqCH2jbrP3GPpQ9d0Os/4jrGFRdH7D+FBfcDHpjrPxbfUPhsHew/TTCca5gh7D8Cg6RPq2jsPzgQkgVMYOw/RZ4kXTN57D9K7NrebsnrP6jDCrd8pOs/BYnt7gE67D8XLNUFvMzqP4blz7cFy+s/cXSV7q6z6z/AXfbrTnfrP/0xrU1je+w/af0tAfgn7D9+O4kI/yLsP2bdPxaiw+w/OdbFbTQA7D8exM4UOq/rPxyVm6ilOew/J92WyAXn6z+vXdpwWBrsP1VLOsrB7Ow/pwLuef407D/jT1Q2rCnsP4/8wcBzb+s/YcWp1sKs6z+kiuJV1rbrP22MnfASnOs/dvusMlNa7D+GV5I813fsP8mrcwzI3us/ATPfwU+c6z/6muWy0TnsP0jDKXPzjes/+u3rwDmj6z/isDTwoxrsPzf7A+W2fes/CyQofoy56z/3BfTCnYvrPx4aFqOutes/Dd/CuvFu6z/52jNLAtTrP83MzMzMzOw/AhB39Sqy6z9zhXe5iO/rP/qcu10vTes/6X3ja8+s6z8xKNNocrHrP2uCqPsAJOw/sIwN3ewP7D8hy4KJPwrsP86mI4CbRew/i/7QzJNr7D+xwcJJmr/rP5azd0Zbles/4Ep2bATi6z85K6Im+vzrP41/n3HhQOw/YLGGi9xT6z/s9lllprTrP6weMA+Z8us/bHu7JTlg6z+cFOY9zjTsP9+l1CXjGOw/P1OvWwTG6j97FoTyPg7sP101zxH5Luw/5j3ONGH76z+U+x2KAv3rPwYQPpRoSew/HLXC9L0G6z8dsKvJU1brP5lJ1As+zes/BpylZDmJ7D/AJmvUQ7TrP1KdDmQ9tes/QYNNnUfF6z8hdqbQeQ3sP4ejq3R3Hew/7swEw7kG7D8Xg4dp39zrP+6VeauuQ+w/zcggdxEm7D/+mUF8YEfsP65jXHFx1Os/rOEi93T16z9rRga5izDsP3WtvU9Voes/fentz0XD6z/zBMJOserqPxrCMcueBOw/TySYamat6z81uK0tPK/sPwA7N23Gaew/kZp2Mc106z9NSGsMOiHsP7qfU5CfDew/ZFjFG5lH7D8AyXTo9LzrPxpvK702G+s/Ykz6eym86z+9NEWA07vrP6Gd0yzQ7uw/BTOmYI0z7D+9i/fj9kvsP3XmHhK+d+s/3jzVITfD7D9gOUIG8mzsPxtmaDwRxOw/Cyb+KOrM7D9hbvdynxzsPz/kLVc/Nuw/nQ/PEmQE7D+4zVSIR2LsP6702mysROs/Ew8om3KF6z8tliL5SiDsP1Cop4/AH+w/19081SE37D9iTtAmh8/rP2FT51Hx/+s/NIKN69917D+InpRJDe3sP2r67IDrCuw/CwvuBzyw6z8YJegv9IjsP7PQzmkW6Os/QGzp0VRP7D+296kqNJDsP/UrnQ/PEuw/fH2tS43Q6z/Bpzl5kQnsPyi6LvzgfOs/W7G/7J686z/ogvqWOV3sP55flKC/UOw/kUQvo1hu7D/AWUqWk1DrP9egL739Oew/bosyG2QS7D/mWUkrvqHrP3/cfvlkxes/Lei9MQQA7D8pBHKJIw/sPxIVqpuLP+s//fm2YKmu6z8HKXgKudLqP//O9ugNd+s/+YGrPIGw6z+ITPkQVI3rP7r5RnTPOuw/7rCJzFzg6z+G4o43+S3sP8jsLHqnAuw/DycwndZt7D9rDhDM0WPsPyNpN/qYD+w/nfNTHAfe6z95sMVun9XrP4li8gaY+es/uB/wwABC6z9vnBTmPU7rP7sp5bUSOuw/PGnhsgqb6z/4VE57Sk7sP3yb/uxHCuw/9gfKbfse6z9eTZ6ymq7rPzjXMEPjCew/hLweTIqP6z8g1bDfE2vsP+caZmg8Ees/424QrRVt6z96yJQPQdXrP72qs1pgj+w/ixu3mJ8b6z8nUMQihp3rP9nNjH40nOs/bsST3czo6z85tTNMbanrP9bEAl/Rres/5NpQMc5f6z9T6LzGLtHrP7K+gcmNIuw/3dCUnX7Q6z/k9WBSfPzrP5erH5vkx+s/9iaG5GTi6z/sUbgehWvrP36QZcHEn+s/yt5Szhd77D/jNEQV/ozrP6x0d50N+es/JCnpYWj16z/fGtgqweLrP8H9gAcGkOw/Q+OJIM5D7D9sQIS4cvbrPxCRmnYxTes/iSR6GcXy6z88F0Z6UTvsP/8EFytqMOw/Qni0ccTa6z/OixNf7ajsPwfOGVHaG+s/y7vqAfOQ6z/ChNGsbB/sPzhOCvMe5+s/2JsYkpOJ6z9Ju9HHfEDsP1X3yOaq+eo/T+YffZOm6z+86ZYd4p/sP312wHXFDOw/FjPC24MQ7D/wayQJwhXrP3XMeca+5Os/2XxcGypG7D8XfnA+dSzsP+M2GsBbIOw/veKpRxrc6z+30JUIVH/sP2qGVFG8yuo/zQNY5NcP7D9ZpfRMLzHsP85vmGiQgus/Ns07TtGR6z/OGryvygXsPwYSFD/GXOw/fZI7bCIz7D+ocASpFLvrP/EpAMYzaOs/Sb4SSIld7D+q8j0jERrsP7hYUYNpmOs/8Nx7uOQ47D8TDyibcgXsP7fPKjOl9es/7GtdaoT+6z8npDUGnZDrP82rOqsFdus/8GskCcIV7D/203/W/PjrP7SQgNHlzes/5IV0eAjj6z+ZDwh0Jm3rP6rTgayn1us/oUeMnlto7D/soX2s4DfsP1ddh2pKsus/ntMs0O4Q7D9FKowtBDnsP9ifxOdOMOw/FjQtsTIa7D9eoQ+WsaHsPxu+hXXj3es/a5+OxwxU7D+sVFBR9SvsP5C/tKhP8us/chdhinLp6z8JbqRskbTsP1zGTQ00n+s/tRZmoZ1T7D/i5elcUUrsP5LKFHMQdOs/QpWaPdCK7D8Zr3lVZ7XrP7VSCOQSR+s/8KSFyyps7D+fru5YbJPrP5aX/E/+buw/eVvptdnY6z/yCG6kbBHsP5m8AWa+A+w/nRGlvcEX6z98YMd/gSDsP4F4Xb9gN+w/LgQ5KGEm7D+WkuUklD7rP/ipKjQQy+s/bsMoCB5f7D/4iJgSSfTrP56WH7jKk+w/oGzKFd5l7D9znNuEe2XrPwq6vaQx2us/0H05s10h7D/5g4Hn3sPrP+enOA68Wuw/i8HDtG/u6z/+mNamsT3sP1Sp2QOtwOs/dvnWh/XG6z+Txf1HpkPrP8Qihh3GJOw/ipElcyxv6z9HHLKBdLHrP3y6umOxzes/LH++LVgq7D8a3UHsTCHsP08DBkmfVus/5Xyx9+IL7D8SvYxiuaXrP1VntcAeE+s/f9+/eXHi6z93hNOCF33sPzJxqyAGuus/4gD6ff9m6z+TOZZ31YPrP/DgJw6g3+s/q10T0hqD7D/M0eP3Nv3rP2H7yRgfZus/fQiqRq8G7D9NE7afjHHsP7u5+NueoOw/IvyLoDET7D+OzvkpjoPsPyycpPlj2us/p7OTwVFy6z9M+nspPOjrP5OOcjCbAOw/8BMH0O/76j9zEkpfCLnrPwfr/xzmy+s/vJS6ZBwj7D9blNkgkwzsPxoWo661d+s/16GakqzD6z9Ft17TgwLsP5aWkXpP5es/q1/pfHiW6z8b17/rM2frP9bIrrSMVOs/fH2tS41Q7D9PPdLgtrbrP6EuUigLX+w/WvYksDkH7D8Sh2wgXezrP+Hx7V2DPuw/9YJPc/Ii7D9yUpj3OFPrP0F9y5wui+w/Ab9GkiDc6z+Af0qVKHvrP9hIEoQrIOw/ONibGJKT7D89mBQfnxDsPypY42w6Auw/0bGDSlzH6z+9/48TJgzsPxGmKJfGL+w/t0Htt3ai6z/G/UemQyfsP3xl3qrrUOw/1T+IZMgx7D9E3QcgtQnsP/LuyFht/uo/pu7KLhjc6z+G5jqNtNTrP1JflnZqrus/97AXCtgO7D9W9IdmntzrP68I/reSHes/5ljeVQ8Y7D995qxPOSbsP6ES1zGuOOw/0EcZcQHo6z98ZHPVPEfsPzf7A+W2fes/kWCqmbWU6z/MJsCw/HnrP6Xd6GM+IOw/VDasqSwK7D/r/Ntlv+7sPyofgqrRK+w/J9h/nZu26z/7AnrhzgXsP9ulDYelges/vHX+7bLf6z9OuFfmrTrsP1H0wMdgxes/w2UVNgNc7D+CqWbWUsDsP950yw7xD+w/Ug37PbFO7D+kchO1NDfsPzRMbamDvOs/Jh3lYDaB6z+0Hykiw6rrP7x5qkNuhus/lumXiLfO6z9ywRn8/WLsPy457pQO1us/CaaaWUuB6z9xWYXNABfrP4hp39xfves/dXXHYpvU6z/O34RCBBzsP9tN8E3TZ+s/i6n0E85u6z9rZi0FpP3rPyAm4UIeQew/W9JRDmaT6z8+JHzvb1DrPxgmUwWjEus/2H3H8NjP6z+62/XSFAHsPxaGyOnrees/+BisONXa6z/4FtaNd0frPzANw0fEFOw/dnEbDeAt7D9EFmniHWDrP91dZ0P+mes/963Wicvx6z+l9EwvMZbrP+QvLeqT3Os/GyycpPnj6z+5OZUMAFXsPyWS6GUUy+s/uDtrt13o6z+SPxh47r3rP8v1tpkKcew/xCYyc4HL6z8On3QiwVTrP7HdPUD35es/7Bfshm0L7D+Jljyelp/rP1e0Oc5twus/++dpwCDp6z94tkdvuI/rP71yvW2mQus/cAhVavZA7D/gS+FBs+vrP29iSE4m7uo/TbotkQvO6z+aBkXzABbsP5i+1xAcF+0/CcOAJVcx7D/A0CNGzy3sP0pATMKFvOs/hh3GpL8X7D8LthFPdjPsP+dyg6EOK+w/LZPheD6D7D+M3NPVHQvsP5JaKJmcWus/1cxaCkh76z9HH/MBgc7rPyY6yyxCMew/AVEwYwpW7D+VKHtLOd/rP7WNP1HZMOw/idS0i2mm6z8PuoRDb3HrP3PVPEfkO+w/cSAkC5jA6z8FiljEsMPrP9Dx0eKM4es/dhw/VBqx6z/mPGNfsnHrPxcq/1peues/p11MM91r6j8My59vC5brPwkyAiocwes/h/2eWKdK6z90et6NBQXsP7UYPEz75us/8x/Sb18H7D8TRN0HIDXsP65nCMcs++s/a5p3nKIj7D+esS/ZeLDrP6hV9IdmHuw/3bOu0XKg6z+LNVzknq7rPwAeUaG6Oes/uFonLser6z8leEMaFTjsP97IPPIHg+s/Me2b+6vH6z+VRWEXRQ/sP/yMCwdCsus/Kh2s/3MY7D9SK0zfa4jsP0P+mUF84Os/7PtwkBDl6z889rNYiuTrP0vmWN5VD+w/n5PeN7526z/G4cyv5oDrP0C/79+8uOs/mPc404Tt6z/03a0s0VnsPzC45o7+F+w/TIv6JHdY6z9QOLu1TAbsP1aZKa2/pes/rkm3JXLB6z/coPZbO9HrPx5wXTEjPOw/1EUKZeHr6z9iS4+merLrP9Np3Qa13+s/Vz1gHjLl6z+5UWStoVTrPzCbAMPyZ+s/5dGNsKiI6z8qVDcXf1vsPxTpfk5B/us/vLA1W3nJ6z+ASSpTzMHrP1qCjIAKR+w/9goL7ge86z/yYIvdPqvrP30jumddo+s/54pSQrAq7D+PNLitLbzrP+Hx7V2DPuw/IzKs4o1M7D+dDflnBvHrPxy1wvS9Buw/gJwwYTSr6z/aqbncYCjrP4NMMnIWdus/saIG0zD86z+BI4EGm7rrP5gvL8A+uus/yLd3DfpS7D+DwTV39D/sP8/b2OxIdew/vvbMkgA17D8YQWMmUa/rP9PAj2rY7+s/k6gXfJqT6z/G20qvzcbrP/EQxk/j3uw/kZighm9h7D+53jZTIR7sP19FRgckYew/mu/gJw4g7D/edwyP/azrP739uWjI+Os/vcYuUb216z/HoBNCB93rP4wVNZiGYew/tg95y9UP7D8nTBjNyvbrP6KYvAFmvus/MPSI0XML7D/JchJKXwjrP5shVRSvMuw/zjl4JjRJ7D/RkVz+Q3rrP8to5POKJ+w/StHKvcCs6z/V6qurArXrPxHF5A0wc+s/J09ZTdeT6z9e1sQCX1HsP0Jg5dAiW+w/lxsMdVjh6z+mDBzQ0pXrP+2b+6vHfes/AB3mywsw7D/yXrUy4RfsP6iN6nQg6+s/ZhAf2PHf6z8aa39ne/TrPwjIl1DBYew/0XR2MjjK7D9yFYvfFFbsP5UrvMtFfOw/davnpPeN6z9AogkUsQjsP0i/fR045+s/Lq2GxD0W7D82donqrYHsPwsKgzKNpus/529CIQKO6z+fAfVm1HzrPy0hH/Rs1us/j8TL07mi6z/8+4wLB0LsP7R3RluVxOs/BMsRMpDn6z+sxhLWxtjrP04oRMAh1Os/9lymJsEb7D/TTzi7tczrP1H51/LK9es/Z9R8lXzs6z/nw7MEGQHsPykJibSNP+w/A7Fs5pDU6j9DO6dZoF3rP5ikMsUchOs/qiwKuyh67D8WinQ/p6DsP66a54h8F+w/k4rG2t9Z7D9qL6LtmLrrP9V3flGC/us/Canb2Vee6z9OnUfF/x3sP/1JfO4E++s/D5ccd0oH7D+BWaFI9/PrP/QZUG9Gzes/KETAIVSp6j+uRQvQtprrPxOdZRah2Os/kX9mEB/Y6z8cti3KbJDsPwiQoWMHles/EVSNXg1Q7D8IWoEhq9vrP47LuKmB5us/RWeZRSg27D+mSL4SSInrP0M7p1mgXew/DMnJxK0C7D/nNXaJ6i3sPwN8t3njJOw/Sra6nBIQ6z+OeLKbGX3rPxHkoISZtus/MsfyrnpA7D+Gj4gpkcTrP3crS3SWWes/tW6D2m9t6z9a1ZKOcjDrP16iemtgq+s//p3t0Rtu6z/cvdwnRwHsP+zBpPj4hOs/flaZKa0/7D8+daxSeibsP3KIuDmVDOw/9dbAVgkW7D+x+E1hpQLrP4jWijbHOew/EqCmlq116z/TTWIQWDnrP7XBiejX1us/0hqDTggd7D/V6xaBsT7sP04lA0AVN+w/XTRkPEol7D/sbTMV4hHsPxReglMfSOw/0Jfe/lw07D/qPCr+7wjsP5KumXyzzes/dlJflnbq6z8lIZG28afrP8B1xYzw9us/yXa+nxqv6z9LkXwlkBLsPwHbwYh9guw/Eaj+QSTD6z+U9ZuJ6cLrP05+i06W2us/SOLl6VzR6z/ToGgewCLsPzSGOUGbHOw/Fyr/Wl656z+RQ8TNqeTrP0WBPpEnyes/6KOMuAC06z8qApzexfvrP6xwy0dSUus/Yd7jTBM27D8MW7OVl/zrP7WK/tDME+w/yECeXb516z/ONczQeKLrPzF8REyJJOw/bcg/M4iP7D+hEtcxrjjsP+W4UzpY/+s/lDDT9q8s7D9WnkDYKdbqP9/hdmhYDOw/t+171F+v6z+lvcEXJlPrP+19qgoNxOs/5gXYR6cu7D9OXmQCfg3sP9OImX0eo+s/SkVj7e/s6z+d9L7xtefrP5kOnZ534+s/t0YE4+DS6z/kwKvlzkzrP4Y97fDXZOw/z72HS4676z/BxvXv+kzrPykIHt/etes/R1Z+GYyR7D8Gf7+YLdnrPwBvgQTFj+s/FLTJ4ZPO6z96ceKrHUXsP5Z5q65DNew/wLLSpBR06z/zABb59cPrP5zc71AUaOs/3H9kOnT66z+A1vz4S4vrP6Nbr+lBwes/BRcrajAN7D+TqBd8mhPsP1j+fFuw1Os/x4Ds9e4P7D9Y4ZaPpKTrP2pMiLmkaus/RKSmXUwz7D9E+BdBY6brP0gXm1YKAew/UZ/kDptI6z/jqNxELU3sPyEjoMIRJOw/h/4JLlbU6z9jgEQTKGLrPwJJ2LeTiOs/WHIVi98U7D9N9s/TgMHrP0d2pWWk3us/m+RH/Io17D9fYcH9gIfsP4uMDkjCPuw/kbbxJyob7D+4O2u3XWjrP4yFIXL6euw/mrFoOjsZ7D8IBaVo5d7rPyQmqOFbWOw/Ykz6eym86z/xK9ZwkXvsP3XIzXADvus/jSlY42w66z/Rd7eyRGfsP58DyxEyEOw/2qhOB7Ie7D8sEaj+QaTrP36K48Cr5es/9S9JZYq56z/99QoL7ofsP0AXDRmPUuw/m3YxzXQv7D+wHvet1gnsP9JRDmYTYOw/Biy5isVv6z+62R8ot+3rP9hJfVnaKes/rYpwk1Fl7D9RhxVu+cjrP5KWytsRTuw/mIbhI2JK6z8DeuHOhRHsP2vvU1VoIOw/TmA6rdug6z9iaeBHNezrP7+5v3rcN+w/C+9yEd+J6z+NYOP6d/3rPzTZP08Dhus/EtpyLsVV7D8i/8wgPjDsPylZTkLpC+w/7mDEPgGU6z9IUWfuIeHrP0ZDxqNUQus/fPKwUGsa7D/Ryr3ArNDrP/GD86ljles/YwrWOJuO7D/nxB7axwrsP07wTdNnB+w/BHRfzmxX7D/3yrxV1yHsP/talxqhH+w/tDwP7s7a6z/WARB39SrsP7N8XYb/dOw/qio0EMtm6z/UZMbbSi/sPyb752nAIOs/+tLbn4uG6z96Oey+Y3jsP0ypS8Yxkuw/PlkxXB2A6z/1vYbguAzrP3b8FwgCZOw/lNqLaDum6z8R4V8EjRnsP2qiz0cZ8es/yhe0kIBR7D+U3GETmTnsPwdCsoAJXOw/skl+xK9Y7D9tqYO8HszrP5ilnZrLDew/bZG0G33M6z8MkGgCRSzsP2spIO1/AOw//g3aq4+H6z/2DOGYZc/rP87/q44caes/ilsFMdA17D8j2o6puzLsP4ogzsMJzOs/eqnYmNcR7D+FfNCzWfXrP/+WAPxTqus/oPmcu12v6z8gtvRoqqfrPx123zE89us/Yr68APto6z95r1qZ8EvrP7ZKsDicees/pcACmDLw6z/Xa3pQUIrrP7Jnz2Vqkus/GjT0T3Cx6z97TKQ0m0fsP3B5rBkZZOs/Ub01sFWC7D+lwAKYMvDrP2HD0ytlGew/+KqVCb9U7D/ytWeWBCjsP2K9UStMX+s/Rpp4B3jS6z+8yW/RydLrP7Oz6J0KuOs/4Ln3cMnx6z883uS36OTrP4/HDFTGv+s/4Cu69Zoe7D8nwLD8+bbrP8i1oWKcP+w/P6phvyfW6z87HF2lu+vrP3xkc9U8R+s/4pLjTulg6z+eCyO9qN3rP7mpgeZzbuw/XyS05VyK7D+2oWKcvwnsP69A9KRM6us/W+uLhLac6z/WxAJf0S3sP+uPMAxY8us/hxQDJJpA6z/7sUl+xK/rPzSfc7frpew/3IE65dEN7D9NLPAV3frrPySZ1TvcDuw/aTo7GRyl7D+FsYUgByXsP81bdR2qqes/DVGFP8Mb6z/Q7Lq3IrHrP0fjUL8L2+s/nDHMCdrk6z+PqFDdXPzrP1MEOL2L9+s/qI5VSs/06z+BCdy6m6frPyOhLedS3Os/A83n3O366z83/G66ZQfsP3i2R2+4D+w/6iEa3UHs6z/KwAEtXUHsP7zoK0gzluw/kUPEzalk7D8nwLD8+TbsP7NhTWVRWOs/mEwVjEpq6z+yKsJNRhXsPz24O2u3Xes/V+vE5XgF7D/KMy+H3XfsP+AUViqoqOs/9P4/Tpiw6z8TntDrT+LrP4E//Pz3YOw/yv0ORYG+6z+QZcHEH8XrP+peJ/Vlaes/Z9E7FXDP6z/DgZAsYILrP5ViR+NQP+s/9UcYBiy56z/WNsXjolrrP21YU1kU9us/bw1slWDx6z874LpiRnjsP/8gkiHHVuw/zLOSVnzD6z/vj/eqlQnsPx+CqtGrAew/cF0xI7w96z+5N79hokHsP5lJ1As+zes/3H9kOnR66z9ZNJ2dDA7sPxToE3mS9Os/HbCryVNW7D8SwM3ixcLsP4WZtn9lpes/1/m3y35d6z/hmjv6Xy7sP5aWkXpP5es/pfj4hOy86z8o1NNH4A/rP3WUg9kEmOs/vaYHBaVo7D+G5c+3BUvrP3cVUn5Sbes/bAa4IFuW6z80SSwpd5/rP5OMnIU9bes/pKmezD/66z8sZK4Mqo3sP8ZtNIC3wOs/Rga5izDF6z+U+x2KAn3sP+Xv3lFjwus/gGPPnstU6z/lszwP7s7rP3Ds2XOZmus/Km9HOC346z8e4h+29GjrPw2MvKyJBew/KSDtf4A16z8wZHWr56TrP39LAP4p1es/6WLTSiEQ7D9TPZl/9E3sP+fHX1rUJ+w/uLHZkeo77D+IghlTsMbrP7jNVIhH4us/m3PwTGgS7D/cuwZ96e3rPzdwB+qUR+s/Pq946pEG7D9EvkupS0bsP1JlGHeD6Os/6Z0KuOd56z+RSNv4E5XrP9icg2dCE+w/evzepj/76z97FRkdkATsP9h9x/DYT+w/oBov3SQG7D+RKLSs+8frP3TS+8bXHuw/WRgip6/n6z8XLUDbalbrP8wKRbqfU+w/BRcrajCN6z8yVwbVBqfrP6mDvB5MCuw/9mG9UStM7D9z1xLyQc/rPwVrnE1HAOw/F7g81oyM6z9GlPYGXxjsP0LpCyHn/es/jxmojH8f7D8NjLysiYXrP1oPXyaKEOw/uD1BYrv76z98uU+OAkTrP5olAWpq2es/uRluwOcH7D/xD1t6NFXsP0gbR6zFp+s/WmQ7308N7D8Z/tMNFPjrP5Jbk25LZOw/QwQcQpUa7D8Rixh2GJPrPz2YFB+fEOw/JJhqZi2F6z82yCQjZ+HrP7Djv0AQoOs/5EwTtp+M6z+EuHL2zujrP2/yW3Sy1Os/02cHXFfM6z8STDWzlgLsPxf03hgCgOs/yxDHurgN7D8zUu+pnPbrPxKhEWxc/+s/KSLDKt5I7D8m4NdIEgTsP3r9SXzuhOw/ycuaWOAr6z8aNPRPcLHrP2bc1EDzues/8z0jERrB6z8iG0gXm9brP5g0Ruuo6us/0nDK3Hyj7D+kUBa+vtbrP4Gv6NZreuw/zeUGQx3W6z/kvWplwi/sP6ThlLn5xus/YHMOngnN6z8N4ZhlTwLsPzzB/uvctOs/knpP5bQn7D91IVZ/hGHsP8UENXwLa+w/RPgXQWOm6z/D8ufbgiXrP9NqSNxj6eo/j/rrFRZc6z9OgGH58+3rP9I2/kRlQ+w/7iO3Jt0W7D/M64hDNpDsPzhOCvMeZ+s/5BWInpTJ6z+7YkZ4exDsP97n+Ghxxus/sMivH2ID7D8qVaLsLWXsP5z51RwgGOw/JET5ghYS7D91riglBKvrP/evrDQphes/R+aRPxj46z/z5JoCmR3rP4OI1LSLaes/iiDOwwlM7D8CKEaWzLHrP8DN4sXCEOw/1QRR9wFI7D/URnU6kHXsPyIXnMHfL+w/IH9pUZ/k6z9SYAFMGbjrP/xyZrtCH+w/DOcaZmg87D+Sy39Iv33rPyf20D5W8Os/0sjnFU+96z8butkfKLfrPyKJXkaxXOs/thSQ9j9A6z9aRuo9lVPsP1ouG53zU+w/FR3J5T8k7D+etHBZhU3sP/sEUIwsmew/vw0xXvMq7D/9FTJXBtXrP087/DVZI+w/YB+duvJZ7D+VJxB2itXrPwBvgQTFj+s/AmcpWU5C6z8jLgCN0iXsP8SvWMNF7us/qRYRxeQN7D8ujV94JcnrP4h/2NKjqes/rKxtisfF6z9hbYyd8BLsP2KfAIqRJew/W+uLhLYc7D+DpE+r6I/rP5yjjo6rEew/tB6+TBSh6z+HbCBdbNrrP4ALsmX5Ouw/rws/OJ+66z8lBKvq5ffrP9XsgVZgyOs/S+guibMi7D8Zyol2FdLrPzRIwVPIFew/bqetEcE47D+Ne/MbJhrsP3wnZr0YSuw/DHbDtkWZ6z+y2ZHqO7/rP2fw94vZkus/YD/EBgsn7D8QCHQmbSrsP3UGRl7WxOs/5/up8dJN6z/gK7r1mp7rP17acFgaeOs/9wDdlzNb7D8z38FPHMDrPwTj4NIx5+s/iGnf3F897D95r1qZ8MvrP7AdjNgnAOw/KzHPSlrx6z8zMV2I1Z/rP5HSbB6Hwes/6pWyDHGs6z9S8uocA7LrPxXgu80bJ+w/ZePBFrv96j/DuBtEa8XrP/gcWI6QAew/lnoWhPK+6z/o9/2bF6frP8x9chQgCuw/DVUxlX5C7D9rfZHQlnPrP9FALJs5JOw/VcA9z5827D/O3hltVZLrP3jUmBBzyes/Et4ehID86z+p29lXHiTrPxrc1hael+w/NXwL68Y77D+NfjScMrfrP68+HvruVuw/QZqxaDo77D9ntcAeE6nrP8rfvaPGBOw/TWa8rfRa7D92GJP+XgrsP5CDEmbafuw/hEawcf077D89ZMqHoGrrP6OutfepKuw/gjekUYGT6z9T51Hxf0fsP3fYRGYucOs/MSQnE7eK6z8EIVnABO7rPxbaOc0C7es/U3qmlxjL6z+T36KTpdbrP2ABTBk4oOw/S7Gjcahf6z8epKfIIeLrPxmQvd798es/rwW9N4YA7D/T3uALkynsP9fZkH9mkOs/J/Vlaafm6z/dlzPbFXrsPzZ2ieqtAew/t5c0Ruuo6z8rFr8prFTsP3h+UYL+wus/jBTKwtdX7D84FD5bB4frP0XWGkrtRew/kuf6Phyk7D9oXaPlQI/sPxEY6xuY3Os/HJYGflTD6z+WIvlKICXrP8UbmUf+4Os/IxKFlnX/6z/8HB8tzhjsP0NZ+PpaF+w/e0s5X+w97D+8OzJWm//rPwbVBiei3+s/hNVYwtoY7D+AK9mxEQjsPwgEOpM2Vew/si0DzlKy6z+hEtcxrjjrPyS05VyKq+s/1ZP5R9+k6z8Dste7P97sP/6eWKfKd+s/dCZtqu6R6z82kC42rZTsP+IhjJ/GPew/XYqryr4r7D/RQZdw6C3sPw9gkV8/xOs//WfNj7+06z9wPnWsUvrrP6XbErngDOs/T8qkhjYA7D907na9NMXrP1cm/FI/b+s/++WTFcNV6z9/iXjr/NvrPzHSi9r9qus/0Lnb9dIU7D/s3R/vVSvsPwx2w7ZFmes/oaAUrdwL7D+J7IMsCybsPxHhXwSNmes/MXxETIkk7D+BW3fzVIfrP9iBc0aU9us/PkD35cx26z9fJR+7C5TrP5tattYXCew/Sra6nBKQ7D+ga19AL9zrP5Ihx9YzBOw/P/89eO1S7D8WF0flJurrP5yk+WNaG+w/FoTyPo5m7D+rd7gdGhbsP9OkFHR7yeo/2nQEcLN47D9kOnR63g3sP+S8/48TJuw/VvDbEOO17D8hOgSOBJrrP+2ePCzUGuw/+HDJcaf06z9FLc2tENbrP15Ih4cw/us/Urr0L0nl6z+amC7E6o/rPz57LlOT4Os/02ndBrXf6z8mipC6nX3rP8mqCDcZ1es/0etP4nOn6z/X2ZB/ZhDsPzSg3oyar+w/p3fxftz+6z9nutdJfVnsP2Byo8haQ+s/21Gco44O7D+k/+VatADsPwGkNnFyv+s/RUseT8sP7D9HcY46Oq7rP1sHB3sTw+w/zcth9x3D6z8Gf7+YLVnsP69gG/Fkt+s/xCKGHcYk7D+P/SyWIvnrP/vL7snDwus/CjGXVG037D/AIypUNxfsP+Ce508bVew/KqvpeqLr6z/dCfZf5ybrP7A6cqQzsOs/dENTdvrB6z+Qn41cNyXsP0q4kEdwo+s/D0WBPpEn6z86AyMva2LsP1JjQswlVew/5fIf0m9f7D92w7ZFmQ3sP4jZy7bT1us/StI1k2826z84EmiwqfPrP88wtaUO8us/uCIxQQ1f7D9jmX6JeOvrP4veqYB7nus/FEAxsmSO7D9b7swEw7nrP/7V477VOuw/woh9AihG6z+NJhdjYB3rP65i8ZvCyus/aLEUyVeC7D/51/LK9TbrP9B7YwgADuw/j+BGyhbJ7D8J/Uy9bpHsP+T2yycrBuw/4BCq1OwB7D9bs5WX/M/sP6ypLAq7qOw/M8LbgxCQ6z+0Oc5twj3sP6ndrwJ8N+w/dXRcjexK6z8drtUe9sLrP9EgBU8hV+w/YFrUJ7lD6z8MVpxqLUzsP4S53ct9cus/DMufbwsW7D/0UxwHXq3rPwHD8ufbAuw/ynA8nwF17D/NzMzMzMzrP/VMLzGW6es/V3iXi/jO6z9V3/lFCfrrP3zysFBrGus/QnkfR3Pk6z//7EeKyLDrP2mM1lHVBOw/uVM6WP9n6z+1jT9R2bDrP449ey5Tk+s/DmjpCraR7D/L+PcZF47rPyNm9nmM8us/yk+qfTqe6z+h1jTvOEXsPw/UKY9uBOw/Z55cUyAz7D99Hw4SonzrP7HeqBWmb+s/V1uxv+we7D9KJxJMNbPrP2LaN/dXD+w/YB4y5UNQ6z/w37w48VXsP+25TE2Ct+s/3bQZpyEq7D8rwk1GleHrP+ljPiDQmew/wvf+Bu1V7D/tKM5RR8frP0xQw7ew7us/bTmX4qoy7D8lCFdAoR7rPxMsDmd+tes/JNHLKJZb6z9eSl0yjpHrP80+j1Ge+es/hgDg2LNn6z/pEDgSaDDsP+Z2L/fJUes/PiDQmbSp6z9FuwopP6nrP/uytFNzOew/h1EQPL696z/W5v9VRw7sP632sBcKWOs/m+RH/Io16z8YCW05l+LqP+KS407p4Os/luzYCMRr7D9rLGFtjJ3rPyApIsMq3us/Hec24V6Z6z+z7Elgcw7sP8HIy5pYYOw/XiuhuyTO6z/B/YAHBpDrP0Deq1Ym/Os/a7qe6Lpw6z/UnpJzYg/sP2H6XkNw3Os/N4sXC0Nk7D9ngXaHFIPrP/Imv0UnS+w/19tmKsSj6z8raFpiZbTsP4fD0sCP6us/PSe9b3xt6z/EQxg/jfvrP9jWT/9Z8+s/4J9SJcpe6z9r14S0xqDrP3MTtTS3wus/l1MCYhIu7D/Vlc/yPDjrP7fvUX+9wuo/stgmFY017D/lX8sr11vsPwouVtRgGus/XcXiN4UV7D8yVpv/V53rP65ITFDDt+w/G0zD8BGx6z/kSGdg5OXrP7FSQUXVr+s/waikTkCT6z/yXrUy4ZfrP/W9huC4jOs/PE88ZwsI7D/tRh/zAQHsP0UQ5+EEpus/owT9hR4x7D+wc9NmnAbsP8sQx7q4jes/f2ySH/Er7D8DQuvhy0TrPwySPq2iP+s/y/J1Gf7T6z//A6xVuybsP59afXVVoOs/Kjv9oC5S6z8E/vDz34PrP6wZGeQuwus/sB73rdYJ7D/+RGXDmkrsP+rNqPkqeew/4GQbuAP16z/fwORGkbXsP3QjLCridOs/2h8ot+176z+P3nAfubXrP/RqgNJQI+w/S8gHPZtV7D8s1QW8zDDrP8CXwoNmV+w/FeC7zRsn7D8AdQMF3snrPxOdZRahWOs/t0QuOIO/6z+4dMx5xj7rP1JJnYAmwus/lBKCVfXy6z91WyIXnMHrPy7m54ambOs/gNQmTu536z+m0k84u7XsP8fyrnrAvOs/jSRBuAKK6z/aWfROBdzrP93R/3ItWus/BB4YQPhQ7D+OPXsuUxPsP7EwRE5fT+w/WkV/aObJ6z+z74rgf6vrPzZzSGqh5Os/WMnH7gIl7D+BzM6id6rsP9vebkkOWOw/J1DEIoYd6z851VqYhXbrP1a45SMpaes/mC8vwD667D/Jcad0sH7sP/kvEATIUOw/U7MHWoEh6z/NP/omTQPsP1zLZDieT+w/fshbrn7s6z8JqdvZVx7sPyKoGr0aoOs/ndfYJao36z8Rc0nVdpPrP1H1K50Pz+s/0/iFV5I86z/LvcCsUCTsP1RweEFE6us/f/lkxXB17D/l8h/Sb9/rP/zIrUm3pes/BMb6BiY36z9bmlshrMbrPxHg9C7eD+w/M2q+Sj726z9bJy7HK5DrPy8zbJT1G+w/8Q2Fz9bB6z97Tnrf+NrrP/LOoQxVsew/b9QK0/ca7D91d50N+efrP0m6ZvLNtus/bToCuFk86z/SAUnYt5PrP7QFhNbDF+w/+3d95qxP6z92+6wyU1rrPxIUP8bcNew/z0nvG1977D+OHyqNmFnsP9i3k4jwr+s/F5tWCoHc6z8mVHB4QcTqP/usMlNa/+o/m3CvzFt17D86It+l1CXsPy8yAb9Gkus/32+044Zf6j8SwM3ixULsP6/PnPUpR+w/hZm2f2Ul7D9jsyPVd/7rP5C/tKhP8us/KCuGqwOg6z++S6lLxjHsP7dhFASP7+s/qpm1FJD26z9FYoIavoXrP0fn/BTHAew/cAnAP6VK7D8UXoJTH8jrP6WfcHZrGew/4PJYMzJI6j9XPsvz4O7rPz9SRIZVvOs/X+0ozlFH7D8KEAUzpuDrPwOYMnBAy+s/K2ub4nHR6z8y5xn7ko3rPwsJGF3enOs/a0dxjjo67D/g2omSkEjrP6J71jVaDuw/gh5q2zAK7D9+/RAbLBzsP8JLcOoDyes/SBYwgVt36z9iFW9kHnnrP7L2d7ZHb+s/Q6z+CMOA6z9P6PUn8bnrPweaz7nb9es/16TbErlg7D8FTyFX6lnrPxKJQsu6/+s/ByRh306i6z92qnzPSATsPxmsONVaGOs/qYWSyakd7D9szOuIQzbsP5OOcjCbAOw/Im+5+rHJ6z9gBmNEolDsP+I6xhUXx+o/vRsLCoOy6z91PjxLkJHrP/jEOlW+5+s/NlmjHqLR6z9evB+3X77rPwq9/iQ+9+s/q83/q44c7D8+PEuQEdDrPyTwh5//nus/+IiYEkl06z8yq3e4HZrrP+hPG9XpwOw/xLMEGQEV7D/A6siRzkDsP+0rD9JT5Os/eh1xyAbS6z9rmQzH8xnsP2UZ4lgXN+w/FytqMA1D7D+RfCWQEjvsP5HUQsnk1Os/znADPj+M6z8FxY8xd63rP1W+ZyRCI+w/wjV39L/c6z8JxOv6BbvrP6t2TUhrDOw/1nH8UGlE7D9XCoFc4sjrPyiCOA8nMOw/e0563/ha7D+P/MHAc+/rP5tUNNb+Tuw/QbyuX7Ab6z8rMjogCXvsPyYZOQt7Wuw/zNHj9zZ96z/OVfMcke/rPwaAKm7cYuw/KGVSQxsA7D+/CvDd5g3sP2+gwDv59Os/5Nak2xK56z9moZ3TLNDrPxvV6UDWU+s/Ft16TQ8K7D/kvP+PE6bsP2dg5GVNrOs/VcA9z5+26z/souiBj0HsPzG2EOSghOw/Q61p3nEK7D9L6ZleYizrP7X9KytNSus/iSXl7nP86z8YXknyXN/qP/IHA8+9B+w/+kLIef+f6z9Qc/IiE/DrP74R3bOu0es/g/dVuVD56z8Q5+EEptPsP8tKk1LQ7es/VmXfFcF/7D9XJvxSP2/sPzyHMlTF1Os/IQN5dvnW6z9pAkUsYtjrPyo3UUtzq+s/P+Hs1jIZ7D/bNSGtMWjsP9KJBFPNrOs/N+Dzwwjh6z+R1hh0QmjrPz8cJET5Auw/3J+LhoxH7D8sK01KQTfsPyhGlsyxPOw/91s7URKS6z/dKLLWUGrrP6qdYWpLnew/YM0Bgjn66z/61RwgmKPrP0eOdAZG3us/jKIHPgar6z9ClC9oIYHrP/BMaJJY0uo/V81zRL7L6z8zMV2I1Z/rP5T43An23+s/oMGmzqPi6z+jc36K40DsP0rrbwnAP+w/aHdIMUCi6z85C3va4S/sPxoWo6619+s/+MH51LHK6z90YDlCBvLrP6zHfat1Yus/2ubG9ISl6z/Lhcq/ltfrPxWscTYdAew/uLHZkeq76z+KlGbzOAzsP19AL9y5MOw/pDhHHR3X6z/n/X+cMGHsP8b9R6ZDJ+s/fVhv1ArT6z+l12ZjJebrPwkyAiocQew/+83EdCFW6z/BcRk3NdDrP1KazeMwGOs/W5pbIazG6z+3C811GmnsPzvikA2ki+w/mMEYkSi06z86V5QSglXsP+2ePCzUmus/DYl7LH1o7D9tUzwuqsXrP2SWPQlszus/76gxIeYS7D9rK/aX3ZPrPzAvwD46dew/8gnZeRsb7D8YzF8hc+XrP5jaUgd5ves/+iXirfPv6z9pqFFIMqvrP4FdTZ6yGuw/Dr+bbtkh7D8fLjnulI7rP4SezarP1eo//YNIhhzb6z+iRbbz/dTrP7iRskXSbus/gT6RJ0nX6z8snKT5Y9rrP6VN1T2yOew/I57sZkY/6z8Uev1JfG7sP9JUT+Yffew/Tdaoh2j06z981jVaDvTrP4+pu7ILBuw/+x9grdo17D+UpGsm32zsPzZ2ieqtAew/Mv/omzSN6z/kamRXWkbsP1Srr64K1Os/22tB742h6z+ez4B6M2rsP2fw94vZEuw/xeI3hZWK6z/S4oxhTlDsPwiT4uMTMuw/1SMNbmuL6z/ou1tZorPrP34YITzauOs/DDuMSX+v6z9BLQYP077rPyTusfShi+w/0LhwICQL7D/UmXtI+N7rP2gFhqxu9es/8DZvnBTm6z9vvaYHBaXrP5Vjsrj/SOw/1H/W/PjL6z+kGCDRBArsPzwvFRvzuus/PRBZpIl37D/lm21uTM/rP6mJPh9lxOs/6xuY3Cgy7D8knBa86CvsP8e6uI0G8Os/vALRkzIp7D9lcJS8OsfrP2LX9nZLcus/p0HRPIBF7D/3AN2XM1vsP9+nqtBArOw/K4arAyBu7D/UJ7nDJrLrPzYhrTHoBOw/Yvay7bS16z+QTIdOzzvsPzhlbr4R3es/Q/8EFyvq6z/jpZvEIDDrP5PJqZ1h6us/DMnJxK0C7D+FBfcDHpjrP5usUQ/RaOw/iL67lSU67D85Rx0dVyPsPyo7/aAuUus/EAaeew8X7D/HL7yS5DnsP/s726M33Os/cO8a9KU37D+J0Ag2rn/rP99vtOOG3+s/YyXmWUmr6z+mZDkJpS/sP6oPJO8cyus/MpHSbB6H7D+h15/E507rP57Swfo/B+w/JzPeVnrt6z9Bt5c0RuvrP3XpX5LKlOw/xNLAj2pY7D9DVUyln3DrP9L8Ma1N4+s/v36IDRZO7D9WRbjJqLLrP9I6qpog6us/BqBRuvQv7D9pjqz8MhjrPx2PGaiMf+s/Y0UNpmH46z+Gj4gpkUTsP+SDns2qz+s/1H0AUpu46z9Z+zvbo7frP+lGWFTE6es/OKJ71jVa7D+2ZcBZShbsP1vSUQ5mk+w/YCLeOv/26z/fbHNjesLrP4rlllZDYuw/LxUb8zri6z+JQWDl0KLrP1X2XRH87+s/zlKynIRS6z//dtmvO93rP4Y8ghspW+s/76zddqG56z9+chQgCmbrP0CEuHL2zus/S+mZXmIs7D/uWkI+6NnrP14Ou+8Ynuw/r5l8s80N7D8jMNY3MDnsPwd8fhghPOw/Zk8Cm3Pw6z9vn1VmSuvrPzj27LlMTew/EY/Ey9M56z9YHM78ao7rPwfTMHxETOs/iBOYTuu26z8U61T5npHrPwVOtoE7UOw/Z195kJ4i7D/QtMTKaGTsP97kt+hkKew/qpuLv+0J7D+R0JZzKa7rP79jeOxnsew/fSHkvP+P6z9VE0TdByDsPyC3Xz5ZMew/fo0kQbgC7D9p/wOsVTvsP2qGVFG8Sus/xJeJIqTu6z/04VmCjADsP4DxDBr6J+s/H7k16bZE7D8aiGUzh6TrP1ad1QJ7zOs/J8Eb0qhA7D+iJvp8lJHrPxdi9UcYBuw/6pPcYROZ7D9Tk+ANaVTrP0hQ/BhzV+w/IT6w47/A6z9WKT3TS4zsP4cZGk8Eces/+dwJ9l/n6z/6QV2kUBbsP/5g4Ln3cOs/+Um1T8fj7D8yVpv/V53rP/dXj/tW6+s/9DY2O1J96z8LJ2n+mNbrPz6XqUnwhus/JCcTtwri6z/h7UEIyBfsPyJS0y6mmes/y2d5Htwd7D/0aoDSUKPrP6xwy0dS0us/aFw4EJIF7D8012mkpfLrP23H1F3ZBew/fqt14nK86z/Q1sHB3kTsP5HVrZ6TXuw/1GUxsfm46z8KEAUzpmDsPzLIXYQpSuw/F4GxvoFJ7D83bjE/N7TrP7O1vkhoy+w/BMqmXOFd7D+rXKj8a/nrP0EtBg/Tvus/cLIN3IG66z8XnMHfL+brP3R5c7hWe+s/12mkpfL26z/RQZdw6K3rP3xCdt7G5us/DHTtC+gF7D8STgte9JXrP98Xl6q0xes/HOxNDMnJ6z/+J3/3jhrsP1qBIatbPes/qYdodAex6z+5p6s7FtvrP5zhBnx+mOw/rb1PVaEB7D+wIM1YNJ3rPwa8zLBR1us/qG3DKAge7D+hR4yeW+jrP3GS5o9p7es/dO52vTRF7D/S/DGtTWPsP8iakUHuIuw/YhOZucBl6z/Y2CWqt4bsP7hc/dgkv+s/vF0vTRFg6z9PyTmxh/brP/ROBdzz/Os/feasTzkm6z9Pyw9c5QnrP5j3ONOE7es/YOemzTgN7D81fAvrxrvrP4HQevgy0es/BWucTUcA7D//5zBfXoDrP50std5vtOw/ryE4LuOm6z/678FrlzbsP5+tg4O9ies/hUTaxp8o7D+4BrZKsLjrPxTtKqT8JOs/mngHeNJC7D825+CZ0CTsP6fria4LP+w/SutvCcC/6z+a6sn8o+/rP1vOpbiq7Ow/WMudmWA47D99Ik+SrpnrP4GU2LW93es/lE+PbRlw6z+ns5PBUfLrPwiPNo5YC+w/fewuUFJg7D91WrdB7TfsP99wH7k1aes/CjAsf76t6z9sfCb75+nrPw2qDU5EP+w/3EduTbqt6z9KCFbVy+/rP2zrp/+s+es/+iZNg6J56z9Bg02dR0XrPzvFqkGY2+s/DDohdNAl7D+nsFJBRVXsP5CEfTuJiOw/4umVsgzx6z8ps0EmGTnsPz/h7NYymew/+gyoN6Pm6z84TgrzHmfrPwjnU8cqJew/j95wH7k17D/yejApPr7rP5I/GHjuPew/YtwNorUi7D83wqIiTifrP4ALsmX5Ouw/s89jlGfe6z9UAIxn0FDsP/KYgcr49+s/Dycwndbt6z9NamgDsAHsP+Fgb2JITuw/+wRQjCwZ7D9VvfxOkxnsP0Da/wBrVew/31LOF3uv6z8yHxDoTFrsP2JqSx3k9es/wOjy5nCt6z9S0Vj7O9vrP1kYIqevZ+s/w7rx7shY6z81CHO7l3vrP5dV2Axwwes/kZ23sdmR7D9Bf6FHjJ7rP+AruvWaHuw/GTp2UIlr6z+/1M+bilTrP4o/ijpzD+w/jJ/GvfkN7D9crROX4xXsPyV2bW+3JOw/P1bw2xBj7D/WbyamC7HrP7jM6bKYWOw/jPUNTG4U6z/OM/YlG4/rP2YUyy2tBus//z7jwoGQ6z8LRE/KpAbsP5lIaTaPQ+w/0xOWeEDZ6z+e0yzQ7pDrPwiqRq8GqOw/vR3htOBF7D9prWhznNvrP63AkNWtHuw/v4HJjSJr6z/CMjZ0s7/rP197ZkmAGuw/H2Yv207b6z94DI/9LJbrP/30nzU//us/KzV7oBWY6z96pwLueX7rPzChgsMLous/B0SIK2dv7D9/3795cWLsPztT6LzGrus/6Qq2EU927D9w0jQomgfsP3wMVpxqres/KbSs+8fC7D+SdTi6SvfrP5qTF5mAX+w/YORlTSxw6z9Ng6J5AIvrP0chyazeYew/D9HoDmLn6z/nxYmvdpTrP+Db9Gc/Uuw/iV3b2y3J6z9nR6rv/CLsPxniWBe3Uew/48EWu31W7D8HYAMixJXrPykEcokjj+s/zGH3HcNj6z9UxOkkW13rPwA6zJcX4Os/pb+XwoNm6z/GpSptcY3rP90MN+Dzw+s/FOy/zk2b6z8AAAAAAADsPzxnCwitB+w/6X5OQX427D/tt3aiJKTrP/et1onL8es/kfEolfCE6z/PSlrxDQXsP+NSlba4xus/4/24/fJJ7D+kGYumsxPsP95UpMLYwus//HH75ZMV7D87NZcbDPXrP52E0hdCzus/ChSxiGEH7D+t/DIYI5LrP5kQc0nV9us/+u3rwDkj7D+lEMgljjzsP4wS9Bd6ROw//plBfGDH6z+mJsEb0ijsP0z6eyk8aOs/AtU/iGRI6z+0IJT3cTTsP1dBDHTtC+w/8s02N6Yn7D8qkNlZ9M7rPwIqHEEqxes/rFW7JqQ17D9JvhJIiV3sPxbbpKKxdus/8MAAwocS7D/QJRx6iwfsP3B31m67UOw/jWK5pdWQ7D9dwqG3eHjrP6irOxbbJOw/0gFJ2LeT7D9osKnzqPjrP5YGflTD/us/zm3CvTLv6z/f3jXoS+/rPz6xTpXvGew/fsSvWMNF6z802qokso/rP5AvoYLDC+w/JICbxYuF6z9Qbtv3qL/rPyKphZLJKew/FNBE2PD06z/FqkGY2z3sP4GxvoHJjes/aVVLOspB7D8kXp7OFaXrPy/3yVGAqOs/duJyvALR6z/WWMLaGDvsP8LdWbvtQuw/offGEACc7D/HuriNBnDsP2tkV1pGauw/MjhKXp1j7D+SlsrbEc7rP6iPwB9+fus/Me9xpglb7D9pb/CFyVTrP8nGgy12++s/lUiil1Es7D+lu+tsyD/sP/rRcMrc/Os/NQpJZvUO7D+xbOaQ1ELsPxO54Az+/us/ARjPoKF/7D/s+3CQEOXrP7aBO1CnvOw/aahRSDIr7D/QK556pMHrP9XPm4pUGOw/RIfAkUAD7D/AAwMIH8rrP+9Z12g5UOw/gxjo2hfQ6z/fTiLCvwjsP0MaFTjZhus/1zIZjucz7D9mFMstrQbsP2yVYHE4c+w/V5dTAmIS7D96xOi5hS7sP+27IvjfSuw/PUSjO4gd7D8ZAKq4cQvsP6ZFfZI77Os/rdwLzArF6z+lvcEXJlPsP4l6wac5ees/iUM2kC427D8xJZLoZZTrP7+4VKUtLus/iPTb14Hz6z81fXbAdUXsPxY1mIbho+w/DD1i9NxC7D9WSs/0EuPrP45Z9iSwOew/xciSOZZ37D9mLQWk/Q/sP04MycnEres/IH7+e/Ba6z8boZ+p163rPwzp8BDGz+s/6fNRRlwA7D+n7PSDusjrP6JfWz/95+s/1eqrqwI17D/dYKjDCrfrP3ycacL2k+w/u7a3W5KD6z8P0egOYufrP8l1U8prJew/eM+B5QiZ6z8FNXwL60bsP6xY/Kaw0us/v2A3bFuU6z8/5C1XPzbrP/fN/dXjvus/oaNVLeko6z8DtK1mnfHrP16+9WG90es/coi4OZWM6z8Wwf9WsuPrPy457pQOVuw/uY0G8BZI7D9ZFeEmo8rrP1N40Oy6N+w/gdB6+DLR6z/zPLg7azfsP4z4Tsx6Mew/8PrMWZ9y6z+tE5fjFQjsPyHn/X+cMOw/x0yiXvDp6z9nutdJfdnrP0OM17yqs+s/w9MrZRli6z9lqIqp9BPsP1Ji1/Z2S+w/Zp/HKM+87D8ydsJLcOrrP/hvXpz46us/EtpyLsVV6z/84ee/By/rP9JT5BBx8+s/kdEBSdg37D+FYFW9/E7sP/WAeciUD+w/I2jMJOoF7D8bYye8BKfrP0t0llmEYuw/sfhNYaWC6z/NIhRbQdPrPxJnRdREn+s/9u/6zFkf7D//B1irds3rPwtET8qkhus/DqSLTSuF6z+1/pYA/NPrP8Do8uZwres/YfvJGB/m6z+FJ/T6k/jrP2082GK3z+s/jgbwFkhQ7D+VfOwuUNLrP6yQ8pNqH+w/uAN1yqOb6z93g2itaPPrPwVR9wFI7es/oiqm0k+46z+ISiNm9vnrP1OT4A1p1Os/YVPnUfH/6z8DllzF4jfsP8f17/rM2es/o+ar5GN36z97EW3H1F3rP8oYH2YvW+w/290DdF/O6z9enznrU47rP4GVQ4tsZ+s/jGfQ0D9B7D+ISiNm9vnrP8N/uoEC7+s/c0nVdhN87D/9MEJ4tPHrP6D5nLtdL+w/AFRx4xZz7D8iwyreyLzrPzFAogkUses/DCB8KNGS6z+0Hr5MFCHsPyoaa39n++s/pkQSvYxi7D95dCMsKuLrP6MDkrBvp+s/krOwpx1+6z9Dyk+qfTrsP+FDiZY8nus/qTC2EOSg6z/ytWeWBKjrP2aGjbJ+M+s/1ZY6yOtB7D//eoUF9wPsP0SKARJNIOw/pyA/G7lu7D9BDkqYaXvrPx4bgXhdv+s/ynA8nwF17D/P9BJjmX7rPxr7ko0HW+w/n1kSoKYW7D+VRzfCoqLrP3506spn+es/Y+yEl+DU6z9Ah/nyAuzrP+mY84x9Sew/nZs24zTE6z8baD7nbtfrP0aaeAd40us/fjZy3ZTy6z+OHr+36c/rP+pYpfRML+w/YHglyXN96z+cielCrH7sP6eTbHU5pes/bJOKxtrf6z+JeVbSiu/rP8bdIForWuw/LudSXFV27D9YOEnzx7TrP8b9R6ZDp+s/o3TpX5JK7D90X85sV2jrP+J0kq0uJ+s/E2QEVDiC6z9UjV4NUBrrPzVeukkMAuw/DTfg88OI6z8+ITtvY7PrP4QQkC+hguw/A1/Rrdd07D9pjUEnhA7sP+1/gLVqV+w/qg1ORL827D8sLo7KTVTrPwvT9xqCY+s/jxmojH8f7D9AijpzDwnsP8R7DixHyOs/qDl5kQn46z/WrZ6T3jfsP7VTc7nBUOs/O44fKo0Y7D/fwrrx7kjrP0W6n1OQn+s/RIXq5uLv6z9AMbJkjmXsPxxClZo90Os/61Ij9DP16z/BHhMpzWbrP5KSHoZWp+w/HlN3ZReM6z8hQIaOHVTsP3UeFf93ROw/kGgCRSzi6z+mK9hGPNnqPyh9IeS8/+s/xysQPSkT7D924QfnU0fsP3V0XI3sSuw/cAuW6gLe6z+VnBN7aB/sP8ZP4978Buw/ICQLmMCt6z88Mlab/1frP/Mf0m9fB+s/yEPf3cqS6z/TFWwjnuzrPw1v1uB9Vew/R+nSvySV6z8ZWMfxQyXsP6RUwhN6few/Q8cOKnEd7D9+cD51rNLrP8gm+RG/4us/HJjcKLJW7D9TliGOdfHrPy3Pg7uzduw/8yA9RQ6R6z/uI7cm3RbsP1KZYg6CDuw/a2XCL/Xz6j8O9buwNdvrP13iyAORRes/YoTwaOMI7D91VaAWg4fsPzEKgse39+s/CW05l+Kq6z+NJhdjYJ3rP47LuKmB5us/rabria4L7D8TC3xFt17sP5WaPdAKDOw/MNY3MLnR6z85tTNMbSnsP5595UF6Cuw/FoTyPo5m7D+zKVd4lwvrP4IclDDT9us/9dpsrMS86z/bNoyC4PHrP9c07zhFR+w/9KljldKz6z/Jdyl1yTjsPwNDVrd6Tuw/1dAGYAMi7D8/x0eLMwbsP4hkyLH1DOw/MdKL2v2q6z//5sWJr3brP+SHSiNmduw/d6G5TiOt6z86V5QSgtXsP5/Ik6RrJuw/mZ8bmrJT7D8mOsssQrHsP6Xap+Mxg+w/syRATS3b6z+1iCgmb4DrP8kiTbwDPOs/oBnEB3Z87D/FBDV8C+vrPzi9i/fjdus/2zAKgsc37D9T6Sec3drrP1JgAUwZOOs/R1m/mZgu7D/rNqj91s7rP9Ydi21SUew/0uEhjJ9G7D/DnQsjvSjsP6D5nLtdr+s/AkcCDTZ16z/PEmQEVDjsP+Fgb2JITuw/vajdrwJ86z+GqphKP2HsP1sKSPsf4Os/XWqEfqbe6z8UdeYeEj7sP41iuaXVEOw/MuTYeobw6z/s2t5uSY7rP9zZVx6kp+s/9wKzQpFu7D/oMjUJ3pDrPxfxnZj14us/7xr0pbe/6z9KRs7CnnbrP8ISDyib8us/vRx23zE87D8b2CrB4nDrPwfSxaaVQuw/0F/oEaNn7D/9bOS6KeXrPx+F61G4Huw/nYL8bOS66z/NO07RkdzrPw+Yh0z5kOw/ieyDLAsm7D//Wl653rbsPzD186YiFew/oG8LluqC6z/EeTiB6TTsPw8KStHKPew/DRr6J7jY6z8pBd1e0pjrP/wYc9cS8uo/NpGZC1we7D/VCWgibHjrPzQtsTIaees/9zx/2qhO7D+l9bcE4B/sP8GRQINNnes/uYlamlsh7D8dWmQ730/sPzS8WYP31es/CcVW0LRE6z90zk9xHPjrP7x5qkNuhuw/D7bY7bPK6z8of/eOGhPsP+XS+IVXEuw/RBmqYir96z89DoP5K2TrP34YITzaOOs/qYjTSbY67D+EDrqEQ+/rP/62J0hsd+s/Fi8Whshp6z8JVP8gkqHrPwsnaf6Y1us/HNMTlnjA6z8m4UIewY3rP9TUsrW+yOs/VOI6xhWX7D+MMbCO44frP9pZ9E4FXOw/NGjon+Bi6z9zafzCK0nsP1aDMLd7Oew/ZRh3g2it7D/Azk2bcRrsP5KSHoZWp+o/RGraxTTT6z9mvoOfOADsPzc3pics8es/Z+4h4Xv/6z9rf2d79AbsP1e1pKMcTOs/7blMTYK37D9Ujsni/qPrP0z8UdSZe+w/vFtZorPM6z/59q5BX/rrP40Mchdhius/LGNDN/sD7D9I/mDguXfsP3xD4bN18Os/e2r11VWB7D/FO8CTFq7rP7ucEhCTcOw/fGMIAI497D/k3CbcK/PrP69BX3r7c+s/TaCIRQy77D9zLzArFGnsP1lRg2kYvus/G0rtRbSd6z9VhQZi2czrP0AYeO49XOw/bXU5JSCm6z+TjJyFPe3rP33nFyXoL+w/xJj091L46z8otoKmJVbsPy7L12X4T+s/I6KYvAHm6z/izRq8r8rrP5D0aRX9Ies/09nJ4Ch57D+pS8Yxkr3rP2zsEtVbA+s/cJo+O+C66z858Gq5M5PrP0oKLIApA+w/orYNoyB46z/2CDVDqijsP5rMeFvptes/7GexFMnX6z9tdTklIKbrP4o+H2XEBew/6rRug9pv6z8j+N9KdmzsP7zOhvwzA+w/cyzvqgfM6j/6mXrdIjDrP0SjO4idqes/Gcv0S8Rb7D96OIHptO7rP7ngDP5+Mew/PglszsEz7D/le0YiNALrP3jSwmUVtus/88zLYfed6z/Kbmb0o2HsP1wAGqVLf+w/KhxBKsUO7D87j4r/OyLsPyeG5GTiVuw/VrjlIynp6z+aB7DIrx/sPwYsuYrFb+s/qcE0DB8R7D8kSKXY0bjrP6jHtgw4S+w/lZnS+luC6z9cr+lBQSnsP/A2b5wU5us/jniymxl97D+i0R3EzpTrPxhBYyZRr+s/MpHSbB4H7D8yxofZyzbsP2gIxyx7Euw/UDi7tUwG7D/F/rJ78jDrP8FvQ4zXPOs/cHztmSUB7D+OImsNpfbrP6hvmdNlMew/kGr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rx0k1i0EJAdEaU9gaHQkAEVg4tsq1CQI4G8BZIoEJAbVZ9rrayQkD8GHPXEspCQJHtfD81ZkJAVp+rrdi3QkCdgCbChpdCQMiYu5aQd0JAvsEXJlOlQkC7Jw8LtY5CQCKOdXEbzUJAyeU/pN+mQkDr4jYawLNCQCntDb4wyUJA07zjFB25QkDpSC7/Ia1CQEATYcPTm0JAQBNhw9N7QkA7cM6I0oZCQC0hH/RsrkJAveMUHcnFQkC94xQdyc1CQOQUHcnlr0JApHA9CteTQkBOYhBYOdRCQJwzorQ3qEJAseHplbLkQkDYgXNGlL5CQLPqc7UVk0JAVOOlm8TAQkD7y+7Jw8pCQJJc/kP6vUJA4C2QoPipQkAawFsgQclCQIenV8oypEJA4QuTqYKpQkDarPpcbY1CQLivA+eMuEJAbqMBvAXSQkD4wmSqYLxCQKYKRiV10kJAZRniWBeXQkCTqYJRSYVCQDxO0ZFcvkJA+n5qvHSbQkDjx5i7lohCQEATYcPTu0JAOUVHcvm3QkAgQfFjzJVCQJJc/kP61UJA/Yf029exQkCGWtO846xCQE2EDU+vlEJAApoIG552QkBNFYxK6qRCQM6qz9VWdEJAhxbZzveTQkCIY13cRttCQMpUwaikxkJAPujZrPqkQkDysFBrmtdCQIqw4emVwkJAImx4eqWsQkAj2/l+arRCQCBB8WPM1UJA+1xtxf6aQkDBOSNKe7tCQNBE2PD0kkJAaW/whcmsQkALJCh+jMFCQEoMAiuHvkJArK3YX3Z3QkDD9Shcj5pCQB3J5T+kr0JAIGPuWkKeQkDyQc9m1YdCQLmNBvAWyEJA5WGh1jS3QkCGyVTBqJxCQOELk6mCmUJAXwfOGVGyQkB4nKIjucRCQP8h/fZ1sEJAAiuHFtmeQkBt5/up8apCQPs6cM6IckJAf/s6cM6QQkA/NV66SZRCQHNoke18r0JAi2zn+6mBQkDgLZCg+JlCQInS3uALo0JA/yH99nWoQkACK4cW2Z5CQJm7lpAPYkJAg8DKoUWuQkBrmnecosNCQO/Jw0Kt0UJApN++Dpx7QkBIUPwYc9dCQA6+MJkqsEJASFD8GHOHQkAijnVxG6VCQKVOQBNho0JAKVyPwvVYQkBzaJHtfKdCQCUGgZVDw0JAxEKtad7JQkDvycNCrblCQCV1ApoIs0JAGsBbIEGhQkDAWyBB8bNCQCfChqdXokJAbef7qfHKQkDpJjEIrMxCQKd5xyk6okJA07zjFB2hQkASg8DKoZ1CQPs6cM6IukJAE2HD0yu9QkCLbOf7qbFCQJm7lpAPkkJAio7k8h+iQkDf4AuTqZJCQLprCfmgp0JAr5RliGOtQkCjAbwFEqxCQA1xrIvbwEJAylTBqKTOQkBpAG+BBLVCQBDpt68Dj0JAtoR80LOxQkCad5yiI6lCQN6Th4Vao0JAm1Wfq62wQkCASL99HeBCQIzbaABvyUJAryXkg569QkAgY+5aQrZCQE0VjErq3EJAkxgEVg6dQkCMSuoENNlCQJhuEoPAkkJA6bevA+fEQkAZ4lgXt4lCQOSDns2qp0JAY3/ZPXnIQkBb07zjFK1CQD7o2az6jEJAU5YhjnVhQkAFxY8xd3VCQBZqTfOOy0JAs3vysFCjQkB/2T15WKhCQJJc/kP61UJANV66SQyiQkA9m1Wfq41CQLyWkA96jkJA+1xtxf6iQkB7FK5H4YJCQF8pyxDHqkJA845TdCSvQkD35GGh1qRCQJtVn6uteEJA4QuTqYKRQkApXI/C9ahCQOLplbIMuUJAHOviNhr4QkAVjErqBKxCQIy5awn5yEJAVOOlm8SYQkCBJsKGp79CQGWqYFRSp0JAj1N0JJefQkC94xQdyX1CQFyPwvUolEJAyjLEsS5+QkAfhetRuGZCQEp7gy9MrkJA0NVW7C/jQkCOBvAWSJhCQBZqTfOOi0JAbef7qfFqQkDByqFFtrtCQHQkl/+QpkJA9P3UeOm+QkBJnYAmwr5CQF3cRgN4q0JABTQRNjy9QkBQjZduEntCQNXnaiv2t0JAfGEyVTCiQkD2KFyPwnVCQArXo3A9ukJAqoJRSZ24QkD5MeauJZxCQB4Wak3zjkJAGw3gLZCQQkCtad5xir5CQJhuEoPA0kJAGCZTBaOaQkDnjCjtDXZCQBzr4jYa+EJATYQNT698QkDD0ytlGXJCQM3MzMzMtEJAr5RliGOdQkCtad5xio5CQIv9ZffkiUJAdCSX/5C+QkDJdr6fGs9CQO58PzVeqkJAI9v5fmq8QkDXNO84RY9CQEI+6Nms0kJAh6dXyjKMQkBOYhBYOaxCQJvmHafokEJAfoy5awmpQkDKw0KtaaZCQO0NvjCZekJAUkmdgCa6QkA6I0p7g59CQO/Jw0KtqUJAJXUCmgjTQkCIY13cRsNCQHZPHhZqvUJAPL1SliG2QkDUmuYdp7BCQKd5xyk6wkJAkzoBTYTFQkCwcmiR7aRCQPyp8dJNokJApSxDHOuaQkBI4XoUrp9CQCuHFtnOt0JAS1mGONalQkAWak3zjuNCQM9m1edqi0JAx0s3iUGgQkAIrBxaZJtCQKvP1Vbsf0JA/yH99nWoQkAkl/+QftNCQHuDL0ymukJA8KfGSzf5QkAB3gIJit9CQKRwPQrXo0JATRWMSuqMQkAgQfFjzKVCQJVliGNdvEJA+FPjpZusQkAaUdobfKlCQKrx0k1iwEJArrZif9mlQkCcM6K0N8hCQLbz/dR4uUJAz2bV52qTQkCM22gAb8lCQJp3nKIjcUJA16NwPQqfQkC6SQwCK+dCQGWqYFRSf0JAyXa+nxqvQkBHA3gLJLhCQE7RkVz+k0JARGlv8IWpQkDsUbgehZtCQCntDb4wgUJABTQRNjy1QkCh1jTvOKVCQJLLf0i/jUJAMzMzMzOzQkD129eBc65CQEa28/3UqEJA1JrmHaeYQkAK16NwPZJCQHL5D+m3j0JA4umVsgxpQkDJ5T+k365CQHqlLEMci0JAg8DKoUWOQkDtnjws1OJCQOLplbIMsUJAGsBbIEGhQkCGONbFbaRCQHZPHhZqnUJAoyO5/IfEQkBpAG+BBJ1CQIGVQ4tsz0JAeHqlLEOEQkCtad5xirZCQPRsVn2urkJAVcGopE6gQkA6kst/SJdCQFkXt9EAfkJA5BQdyeWnQkD1udqK/d1CQFuxv+yevEJAs3vysFB7QkD5D+m3r5tCQDJVMCqpm0JA+1xtxf6yQkDf4AuTqdJCQLwFEhQ/nkJAwFsgQfGjQkASpb3BF8ZCQGq8dJMYpEJAUrgeheuJQkAtsp3vp5ZCQLRZ9bna0kJAPujZrPp8QkCrPldbsX9CQOeMKO0NdkJAarx0kxjEQkCKsOHplcJCQBWMSuoEnEJAUwWjkjqBQkCxv+yePLxCQKHWNO841UJAuB6F61GYQkDn+6nx0rVCQCntDb4wsUJA6bevA+e8QkDuWkI+6IFCQDC7Jw8LvUJAQ61p3nHCQkDdtYR80MNCQCZTBaOSukJAdnEbDeDlQkDsUbgehbNCQIPAyqFFrkJAdk8eFmqtQkB9PzVeuqFCQLfRAN4CoUJAx7q4jQbAQkC4HoXrUaBCQNcS8kHPnkJA845TdCSnQkAwuycPC81CQBrAWyBBsUJAY+5aQj7QQkDvOEVHcplCQPCnxks3oUJA/fZ14Jx5QkD3Bl+YTNVCQEa28/3UuEJALbKd76eeQkB5WKg1zcNCQIGVQ4tsp0JAufyH9NunQkB/arx0k+BCQCv2l92Tv0JABhIUP8a8QkB7gy9MpqJCQP32deCcwUJAfoy5awmxQkC4HoXrUZhCQHqlLEMcu0JALSEf9GyOQkBxGw3gLchCQLN78rBQy0JA4L4OnDPaQkBYyjLEsaZCQM07TtGRbEJAj8L1KFzHQkDb+X5qvNRCQJ2AJsKGl0JA8BZIUPywQkA9CtejcLVCQIMvTKYKdkJA7uvAOSPqQkArGJXUCbhCQCEf9GxWjUJA4zYawFugQkCk374OnHNCQG/whclUkUJAak3zjlP0QkAbnl4py8BCQE5iEFg5vEJA9dvXgXOmQkAUP8bcteRCQCEf9GxWrUJA2T15WKi9QkA730+Nl6ZCQEa28/3UmEJAaCJseHrlQkAZBFYOLcJCQG+BBMWPsUJAf9k9eViIQkDpJjEIrJxCQHQkl/+QpkJAQfFjzF2zQkA0ETY8vZJCQCNKe4MvpEJARrbz/dSQQkBDrWneccJCQH/7OnDOoEJAPQrXo3ClQkDpSC7/Ic1CQATnjCjttUJAxEKtad7BQkCKH2PuWqJCQApoImx4ukJAsi5uowGMQkCfPCzUmqZCQEYldQKauEJASL99HTiPQkA4Z0Rpb7BCQAAAAAAAsEJACmgibHiyQkDZzvdT46VCQHQkl/+Q5kJACD2bVZ+bQkByio7k8rdCQL4wmSoYpUJAQxzr4jbaQkCTqYJRSa1CQAKaCBuetkJAutqK/WWvQkBL6gQ0Ed5CQK5H4XoUzkJA9P3UeOmeQkB1ApoIG55CQPCnxks3uUJA/yH99nWYQkB4nKIjuaRCQF8pyxDHokJAzO7Jw0K1QkBq3nGKjrRCQP8h/fZ1sEJAGlHaG3yRQkB6Nqs+V8NCQMiYu5aQ10JAGy/dJAZ5QkAN4C2QoKBCQInS3uALg0JAUkmdgCaiQkAB3gIJiqdCQKqCUUmdkEJAgQTFjzGfQkA7AU2EDZdCQOxRuB6Fs0JAjgbwFki4QkCJQWDl0JJCQOVhodY010JAA3gLJCi+QkC9UpYhju1CQNnO91PjnUJA9P3UeOmOQkCBBMWPMfdCQGsr9pfdg0JA3gIJih+zQkDkFB3J5cdCQDj4wmSqmEJA9UpZhjiuQkCx4emVspRCQNxGA3gLpEJAdk8eFmqNQkCZu5aQD6JCQIofY+5aokJA4XoUrkfBQkBjf9k9eZhCQMgHPZtV10JA54wo7Q3eQkABTYQNT49CQGrecYqOfEJASnuDL0ymQkDyQc9m1a9CQG3F/rJ7qkJA5/up8dJtQkCrz9VW7O9CQGuad5yiq0JAorQ3+MKcQkAc6+I2GrhCQBDpt68Dj0JATKYKRiWlQkBPQBNhw5tCQJkqGJXUyUJAWMoyxLGGQkDfT42XbppCQAskKH6MoUJA+n5qvHSjQkCoNc07TqFCQL99HThnlEJAdQKaCBumQkDyQc9m1a9CQIhjXdxGc0JAj8L1KFyHQkDr4jYawKNCQJzEILByeEJA46WbxCCoQkCbVZ+rrbBCQARWDi2yjUJANs07TtGpQkDxY8xdS6BCQJCg+DHmvkJAnYAmwoanQkBwXwfOGZlCQHBfB84ZuUJAWDm0yHauQkAdyeU/pKdCQC/dJAaBxUJARwN4CySwQkC1N/jCZKJCQIlBYOXQskJAHVpkO9+/QkD4U+Olm8RCQKd5xyk6ukJApb3BFybDQkAJ+aBns5pCQLByaJHtxEJAcoqO5PKHQkDuWkI+6JFCQNnO91PjtUJAvjCZKhilQkD7XG3F/ppCQKVOQBNhy0JAfT81XrqpQkDhC5OpgolCQDxO0ZFcrkJAqMZLN4l5QkAdOGdEaZdCQHo2qz5Xg0JAbAn5oGe7QkCV1AloIqRCQH9qvHST0EJATRWMSuqUQkAGEhQ/xqRCQN6Th4Vas0JAlkOLbOerQkCwA+eMKJ1CQBsv3SQGuUJAeqUsQxyLQkDNzMzMzJxCQIofY+5aukJAjZduEoPAQkAdyeU/pM9CQBsv3SQGmUJAXCBB8WOcQkAFxY8xd61CQOXQItv5lkJAKA8LtaapQkCWQ4ts54tCQBrAWyBBwUJAeVioNc2TQkCVZYhjXYxCQBTQRNjwtEJA5fIf0m+HQkDOGVHaG3xCQDj4wmSqkEJAzF1LyAe1QkA9LNSa5qVCQA8LtaZ5l0JAb/CFyVSZQkA3iUFg5cBCQBsN4C2QyEJAzTtO0ZHMQkBKDAIrh9ZCQHbgnBGlzUJALGUZ4lh3QkCRfvs6cNZCQNV46SYxqEJAEqW9wRe+QkBSSZ2AJpJCQM9m1edqi0JAgnNGlPauQkCtad5xir5CQEYldQKagEJAnDOitDegQkDT3uALk9lCQIJzRpT2pkJAbVZ9rraqQkD+Q/rt66hCQFRSJ6CJoEJAETY8vVKWQkAjSnuDL5xCQK+UZYhjjUJAjLlrCfmIQkBNhA1Pr7RCQIGVQ4tst0JAPnlYqDXdQkAtQxzr4q5CQFtCPujZnEJAih9j7lqiQkAZ4lgXt7FCQMzuycNCbUJAxY8xdy2RQkCRfvs6cNZCQJMYBFYOfUJAUWuad5yiQkAr9pfdk7dCQKvP1Vbsn0JABhIUP8aEQkB6Nqs+V7tCQDQRNjy9ukJAKxiV1AmQQkCJ0t7gC7tCQAMJih9jpkJAa5p3nKLDQkBlqmBUUndCQI0o7Q2+oEJAqRPQRNi4QkDoaiv2l6VCQNiBc0aUvkJAuK8D54yoQkC62or9ZbdCQHicoiO59EJAUkmdgCbCQkDNO07RkYxCQKfoSC7/kUJA78nDQq2pQkD3Bl+YTK1CQLu4jQbwtkJA7FG4HoXLQkA0gLdAgppCQAg9m1Wfi0JAwaikTkCTQkDnHafoSLZCQFvTvOMUnUJAvw6cM6K8QkA0orQ3+JpCQPCFyVTByEJAAG+BBMW/QkAAb4EExa9CQPCnxks34UJALGUZ4li/QkAqqRPQRGhCQDcawFsguUJAZohjXdyuQkCM22gAb6FCQDcawFsguUJAd76fGi+tQkCQMXctIY9CQMP1KFyPokJAZMxdS8jHQkD67evAObtCQC2yne+nxkJAguLHmLuOQkA/NV66SbxCQG3F/rJ70kJAV+wvuyd/QkBqvHSTGJxCQInS3uALm0JA24r9Zfd0QkBcj8L1KKxCQLmNBvAWqEJA8rBQa5p/QkAjSnuDL4xCQBx8YTJVkEJAPnlYqDV1QkAp7Q2+MNFCQFyPwvUorEJAcayL22joQkBuowG8BZpCQMe6uI0GmEJAyXa+nxqXQkAep+hILu9CQNO84xQdqUJAP8bctYS8QkB9PzVeupFCQLyWkA965kJAsi5uowGMQkDzjlN0JLdCQAkbnl4po0JAg8DKoUWOQkB2cRsN4M1CQOCcEaW9yUJA2T15WKjFQkAnwoanV7JCQEHxY8xdk0JAkX77OnC2QkBhMlUwKnFCQJm7lpAPskJAcM6I0t7AQkD0bFZ9roZCQFCNl24Sq0JAe4MvTKbKQkBX7C+7J39CQIj029eBq0JA8KfGSzd5QkCCc0aU9qZCQLTIdr6fukJAvHSTGATOQkBmZmZmZmZCQMbctYR8sEJAqmBUUieoQkCmm8QgsNJCQNSa5h2noEJAnYAmwobPQkBa9bnaitVCQPrt68A5w0JAtoR80LNhQkCAt0CC4q9CQBniWBe30UJAOdbFbTSQQkApyxDHuphCQMWPMXctyUJApSxDHOuSQkAhsHJokb1CQLKd76fGo0JA6Gor9peVQkA2PL1SlrFCQBueXinLqEJAUkmdgCaqQkAFxY8xd7VCQHnpJjEI1EJA+Q/pt6/DQkCASL99HbhCQNV46SYxyEJAdQKaCBt+QkB8YTJVMJpCQB04Z0Rpp0JAoWez6nOdQkBO0ZFc/ntCQKVOQBNhk0JA3+ALk6maQkBpAG+BBMVCQBgmUwWj0kJA0SLb+X7KQkBuowG8BdJCQNUJaCJskEJAxSCwcmixQkC1N/jCZLpCQMRCrWneuUJAmN2Th4XCQkBCYOXQIrtCQJOpglFJnUJAaLPqc7W1QkByio7k8rdCQNUJaCJscEJASnuDL0yWQkDHSzeJQaBCQO7rwDkj6kJACYofY+6SQkAnwoanV4pCQOVhodY0t0JAvw6cM6LEQkCGWtO843RCQPs6cM6ImkJAowG8BRKkQkDD9Shcj7pCQDqSy39In0JAZDvfT42nQkAm5IOezcJCQNzXgXNGtEJA7FG4HoW7QkAH8BZIUKRCQNuK/WX3lEJAI0p7gy+MQkBJLv8h/Z5CQAkbnl4ps0JA4umVsgx5QkBWDi2yncdCQP5D+u3rqEJAgLdAguKPQkBdbcX+ssNCQOlILv8hhUJA4umVsgzBQkCwcmiR7bxCQPCnxks3kUJAAd4CCYqHQkB4nKIjuZRCQB+F61G4zkJALpCg+DGeQkD0/dR46Z5CQMIXJlMFo0JAvVKWIY6lQkCTqYJRSaVCQPrt68A5w0JAHcnlP6THQkAwTKYKRrVCQB4Wak3znkJARrbz/dTYQkBNhA1Pr6RCQGWqYFRS10JA6Nms+lydQkBSuB6F66FCQOSDns2qx0JANIC3QILSQkC7uI0G8K5CQKFns+pzxUJAtRX7y+7JQkB0RpT2BodCQPW52or9xUJAsp3vp8bDQkDZzvdT49VCQOJYF7fRoEJAZapgVFKnQkCTGARWDp1CQIEmwoanp0JAcT0K16OQQkCVZYhjXaRCQHL5D+m3f0JA+1xtxf6yQkCEDU+vlK1CQOLplbIMgUJAEqW9wReGQkAAkX77OqBCQP5D+u3rsEJAlWWIY13EQkCGONbFbZxCQBE2PL1SxkJAAwmKH2PGQkDwhclUwZhCQOxRuB6Fk0JAqaROQBPZQkAHzhlR2mtCQMBbIEHxk0JAi2zn+6mxQkC28/3UeLlCQAMJih9j3kJA5BQdyeWnQkAukKD4MZZCQPhT46WbnEJA8BZIUPygQkCitDf4wqxCQIts5/upwUJAgEi/fR2gQkCTGARWDp1CQJeQD3o2m0JA097gC5PBQkC0yHa+n1JCQJjdk4eFqkJARUdy+Q/ZQkAKaCJseMpCQB1aZDvft0JAVn2utmKvQkDhehSuR5FCQHZPHhZqtUJAPE7RkVyeQkCPwvUoXFdCQCGwcmiRpUJArWnecYq+QkBhVFInoKFCQJYhjnVxu0JAzhlR2huMQkASFD/G3KVCQELPZtXnukJANIC3QIKiQkCoV8oyxLFCQMPTK2UZskJAsAPnjCiNQkCOBvAWSNhCQPH0SlmGqEJAXrpJDAKrQkAm5IOezbpCQDMzMzMz00JA6gQ0ETasQkBrmnecovNCQJ2AJsKGv0JAJzEIrByaQkBtxf6ye6pCQPLSTWIQqEJA5/up8dKVQkCWsgxxrJNCQKYKRiV16kJAb4EExY9pQkBmiGNd3MZCQJvmHafogEJAO3DOiNKGQkAmUwWjktJCQERpb/CFwUJAP1dbsb+kQkCAt0CC4odCQHqlLEMcw0JAt2J/2T25QkB3vp8aL61CQHRGlPYGh0JAvJaQD3p2QkAqqRPQRHhCQMrDQq1pjkJA4C2QoPixQkBEi2zn+8FCQMiYu5aQz0JAEOm3rwN/QkBbQj7o2ZxCQC6QoPgxlkJAZDvfT42/QkB6xyk6kstCQKyt2F92l0JAgy9MpgquQkCFfNCzWb1CQE+vlGWIy0JAfa62Yn/BQkDaG3xhMrVCQPd14JwRhUJATmIQWDnUQkDNzMzMzKxCQGq8dJMYrEJAWYY41sWdQkDufD81XqJCQFg5tMh2rkJAETY8vVKWQkCSXP5D+q1CQDnWxW00wEJA9P3UeOmmQkDQs1n1uYpCQNJvXwfOqUJAak3zjlPUQkCdgCbChtdCQKpgVFInwEJAHhZqTfO2QkCutmJ/2bVCQA4tsp3vn0JATmIQWDnkQkB+HThnRJlCQBZqTfOOq0JAxf6ye/LAQkDDZKpgVLpCQAn5oGezykJA9wZfmEylQkCsHFpkO7dCQOcdp+hIdkJAke18PzXuQkCIhVrTvKtCQFFrmnecokJAe4MvTKaaQkB88rBQa5JCQGRd3EYDkEJA2V92Tx6uQkCGyVTBqKRCQPp+arx0o0JA07zjFB3BQkCHp1fKMrRCQOJYF7fRmEJAr5RliGO9QkDSb18HzqFCQFD8GHPXukJAokW28/2sQkD9h/Tb16FCQOhqK/aXtUJATx4Wak2rQkADCYofY4ZCQBKDwMqhzUJAHqfoSC6nQkD35GGh1pRCQJAxdy0hv0JA1QloImywQkC+wRcmU71CQMpUwaikrkJASnuDL0yGQkDf4AuTqaJCQJF++zpwtkJA1QloImzIQkBWn6ut2LdCQDSitDf4ikJAtTf4wmTCQkAwuycPC6VCQEI+6NmsekJAZF3cRgNYQkDQ1VbsL8tCQGiR7Xw/xUJAm1Wfq634QkCGWtO845xCQHKKjuTyt0JA1CtlGeKwQkA2PL1SlsFCQB+F61G4lkJANjy9UpaRQkC94xQdyd1CQKpgVFInaEJAsVBrmne0QkDy0k1iEJBCQK36XG3FpkJA/Bhz1xLCQkAVHcnlP5xCQCh+jLlrgUJA2PD0SlmOQkAvbqMBvH1CQC6QoPgxrkJAexSuR+HKQkBEi2zn+3lCQO58PzVeskJAHqfoSC7PQkBj7lpCPnhCQDbNO07R8UJAXwfOGVGSQkBos+pztb1CQN0kBoGV40JAMlUwKqmrQkA6I0p7g59CQD2bVZ+rvUJAFNBE2PCEQkBO0ZFc/rNCQJAxdy0hn0JAJ6CJsOGpQkCzDHGsi5tCQL7BFyZTpUJA+MJkqmCUQkBseHqlLLNCQDQRNjy9ckJAIbByaJG9QkDzjlN0JI9CQG40gLdAmkJA8tJNYhCYQkCfq63YX6ZCQJ0Rpb3Bz0JAkKD4MeaWQkD8GHPXErpCQBrAWyBB2UJAysNCrWmeQkDkFB3J5c9CQPXb14Fz3kJAH/RsVn2+QkAg0m9fB6ZCQEw3iUFgrUJA9bnaiv2dQkDRkVz+Q6JCQF5LyAc9s0JAn82qz9WuQkAhsHJokW1CQEHxY8xds0JAxLEubqOpQkBt5/up8ZJCQAmKH2PuykJAw9MrZRmiQkDek4eFWrtCQIy5awn50EJA2ht8YTKVQkB7gy9MppJCQP8h/fZ1yEJAt9EA3gKpQkBFR3L5D6lCQGIQWDm0gEJAaQBvgQSNQkBv8IXJVLlCQAfOGVHam0JAqMZLN4nRQkA9LNSa5r1CQOkmMQisVEJAgEi/fR2gQkBLyAc9m21CQJMYBFYOxUJAnKIjufyfQkDM7snDQs1CQFCNl24S40JACYofY+6iQkCkcD0K18tCQJEPejarzkJADJOpglGhQkAaUdobfNlCQLTIdr6fskJApU5AE2GrQkBd/kP67ZNCQLivA+eMuEJApHA9CtfDQkDqBDQRNsxCQPrt68A5w0JAoyO5/Ie0QkBos+pztXVCQLG/7J48tEJAHqfoSC7fQkARx7q4jX5CQNXnaiv2f0JALSEf9Gy2QkAJih9j7hJDQMnlP6TfzkJAmSoYldSRQkCqYFRSJ5BCQAn5oGezkkJA0SLb+X6yQkCI9NvXgdNCQNV46SYxgEJAxEKtad6xQkDBqKROQOtCQBTQRNjwnEJAqmBUUifIQkB8YTJVMIpCQFjKMsSxbkJAWKg1zTu+QkASFD/G3L1CQL7BFyZThUJAE2HD0yuFQkDLoUW288VCQJyiI7n8b0JAoyO5/IeMQkAE54wo7aVCQHQkl/+QxkJA5BQdyeWHQkABTYQNT69CQGsr9pfdk0JAescpOpKzQkD3Bl+YTKVCQIcW2c73m0JAy6FFtvONQkA9LNSa5q1CQI9TdCSXb0JAZDvfT42PQkC94xQdyZVCQPW52or93UJAjnVxGw3QQkBJnYAmwsZCQLmNBvAWeEJA/mX35GHBQkC+MJkqGJ1CQK36XG3FnkJA9GxWfa62QkDM7snDQrVCQL1SliGOpUJAqFfKMsSxQkBkzF1LyMdCQCh+jLlriUJAQxzr4jaiQkDWxW00gLdCQIqO5PIfgkJAgZVDi2yvQkAr9pfdk7dCQMl2vp8aj0JAryXkg56tQkAJG55eKatCQF+YTBWMukJAgnNGlPaWQkC2hHzQs6FCQD7o2az6fEJALGUZ4li3QkCutmJ/2aVCQCxlGeJYp0JAliGOdXGbQkDHKTqSy39CQNuK/WX3rEJAt2J/2T2xQkD3Bl+YTK1CQLyWkA96lkJAmSoYldSxQkBGlPYGX7hCQOELk6mC2UJAEoPAyqGlQkDek4eFWmNCQJF++zpwpkJAYqHWNO+QQkDnHafoSJZCQPRsVn2ujkJAtoR80LOZQkAmUwWjkppCQC1DHOvipkJAppvEILCyQkCeXinLEJ9CQEATYcPTu0JASnuDL0yeQkBJLv8h/Z5CQEJg5dAio0JAHOviNhqgQkA2qz5XW7lCQJHtfD81zkJAWDm0yHaeQkAvbqMBvNVCQKH4MeaupUJALNSa5h13QkD4U+Olm4xCQMrDQq1p1kJAcvkP6bfHQkDQ1VbsL9NCQBsN4C2QiEJAhA1Pr5SFQkD+1HjpJrlCQL4wmSoYhUJAokW28/2sQkBmZmZmZr5CQHqlLEMcm0JARdjw9EqpQkDnHafoSL5CQB3J5T+k10JAKxiV1AmQQkDHKTqSy6dCQF3+Q/rtq0JADAIrhxZ5QkA0orQ3+LJCQFg5tMh2nkJAwhcmUwWjQkBLyAc9m41CQFD8GHPXokJAWYY41sWFQkCdEaW9wZ9CQLpJDAIrx0JAlkOLbOd7QkDRItv5fqpCQOhqK/aXvUJA0m9fB865QkAibHh6paxCQCh+jLlrsUJACRueXinjQkAAAAAAALBCQDJVMCqpq0JAHThnRGmvQkBCPujZrKpCQGB2Tx4WokJAuK8D54ygQkAgY+5aQr5CQET67evAsUJAVcGopE6wQkCV1AloItxCQPjCZKpglEJAdQKaCBvOQkC/DpwzorRCQPCFyVTBmEJA8rBQa5qXQkD129eBc75CQHNoke18r0JAmnecoiPhQkCoNc07TrlCQBE2PL1SbkJAbjSAt0DCQkD0bFZ9rqZCQEI+6NmsmkJAB84ZUdqrQkBqTfOOU4xCQPRsVn2ujkJAPQrXo3DNQkCRD3o2q+ZCQKrx0k1iiEJA3pOHhVrLQkB7gy9MprpCQLdif9k9qUJAEqW9wRfeQkCcxCCwcphCQInS3uALy0JA845TdCS3QkB88rBQa5pCQJqZmZmZsUJA/Yf029epQkBPHhZqTYtCQKMBvAUSrEJAbqMBvAW6QkCR7Xw/NcZCQG+BBMWP8UJANBE2PL2KQkB24JwRpb1CQHqlLEMcW0JAcoqO5PKvQkA0ETY8vbJCQEa28/3UsEJA/tR46SaRQkBVwaikTsBCQG3n+6nxqkJAveMUHcm9QkBCPujZrGpCQEATYcPTu0JAutqK/WWXQkCMuWsJ+aBCQLHh6ZWy3EJAgQTFjzGHQkD3deCcEa1CQIj029eBw0JAcT0K16OoQkCsi9toAK9CQBueXinLeEJAtaZ5xymKQkCfPCzUmqZCQOlILv8hlUJA+zpwzoiKQkAkufyH9KNCQIXrUbgelUJAQ61p3nGiQkCeXinLEJ9CQP5l9+RhsUJAaJHtfD+VQkB4nKIjucRCQJOpglFJrUJANqs+V1t5QkC3Yn/ZPblCQDxO0ZFctkJAOGdEaW+oQkACK4cW2aZCQJoIG55eqUJAwTkjSnvDQkB1kxgEVqZCQAmKH2PuskJAarx0kxjEQkADeAskKL5CQIQNT6+UfUJA6pWyDHGsQkB1kxgEVq5CQBHHuriNjkJAd76fGi9tQkDAWyBB8cNCQKvP1Vbsv0JAdQKaCBu+QkA9CtejcJ1CQJzEILBymEJAB/AWSFDcQkDTTWIQWLlCQGiz6nO1rUJADXGsi9uwQkAjSnuDL3xCQIQNT6+UnUJAgZVDi2yvQkC94xQdyd1CQHqlLEMc00JAdLUV+8umQkDG3LWEfLBCQPkP6beve0JAZapgVFKPQkD7XG3F/rJCQMiYu5aQj0JAQ61p3nHCQkB1kxgEVpZCQJtVn6utuEJAW0I+6Nm0QkBCz2bV55JCQD9XW7G/lEJAU5YhjnXBQkAIPZtVn8tCQIqO5PIfskJARUdy+Q/BQkCkcD0K17NCQPcGX5hMlUJAoWez6nOlQkB4eqUsQ5RCQA3gLZCg4EJAVTAqqRPAQkAKaCJseMpCQEi/fR04l0JAQYLix5jDQkDxY8xdS6hCQIy5awn5gEJAkDF3LSGHQkDChqdXytpCQDbNO07RmUJAEce6uI3OQkBR2ht8YZpCQCfChqdX4kJAbAn5oGezQkDhC5OpgrlCQLU3+MJkwkJAHHxhMlXIQkDMf0i/fYVCQJqZmZmZuUJAJzEIrBy6QkCz6nO1FatCQLFQa5p3fEJASS7/If3OQkCBlUOLbJdCQGQ730+N30JAp+hILv+BQkAqqRPQRLBCQAmKH2PuskJAjNtoAG+hQkBbQj7o2bRCQIXrUbgelUJARIts5/uxQkA/V1uxv6xCQEATYcPTq0JAmG4Sg8CqQkCn6Egu/6lCQE8eFmpNo0JAfT81XrrhQkBgdk8eFsJCQNV46SYxmEJApb3BFybLQkD6fmq8dONCQJeQD3o2o0JA7uvAOSPCQkCuR+F6FLZCQHbgnBGltUJAsHJoke2MQkCad5yiI7FCQPYoXI/CrUJAqaROQBOpQkDwhclUwZhCQCNKe4MvzEJA8IXJVMGgQkBZhjjWxX1CQP7UeOkmkUJAEoPAyqGNQkAXt9EA3qpCQJzEILByeEJAaLPqc7WdQkC8dJMYBK5CQP5D+u3rqEJAQYLix5iLQkAtQxzr4o5CQHrHKTqSe0JAo5I6AU2UQkDpJjEIrLxCQLmNBvAWqEJAQYLix5ibQkADeAskKKZCQAFNhA1Px0JAylTBqKS2QkDlYaHWNJdCQKMBvAUSxEJAayv2l917QkCfq63YX5ZCQCfChqdXykJAwFsgQfGTQkD4wmSqYIRCQCo6kst/qEJA2/l+aryEQkCcoiO5/I9CQCQofoy5o0JAZ0Rpb/DdQkCx4emVspxCQMdLN4lBsEJAyXa+nxpnQkCIhVrTvItCQOjZrPpcvUJAC0YldQLSQkCeXinLEKdCQCfChqdXkkJAb/CFyVSRQkD99nXgnJlCQE2EDU+vdEJAbVZ9rraCQkATYcPTK4VCQHBfB84ZsUJAsVBrmne0QkDD0ytlGWJCQCV1ApoIm0JA1sVtNIB/QkDCFyZTBZtCQNJvXwfO+UJATfOOU3S8QkBtxf6ye8pCQEvqBDQRdkJAqMZLN4m5QkCjkjoBTaRCQOhqK/aXtUJAWYY41sWVQkBaZDvfT5VCQG+BBMWPsUJAv30dOGe8QkDtDb4wmbJCQMP1KFyPmkJAcT0K16OoQkDgLZCg+IFCQM6qz9VWrEJAyJi7lpB3QkDbiv1l95xCQNqs+lxtbUJA4umVsgzJQkBX7C+7J5dCQEku/yH9vkJAW7G/7J68QkA4+MJkqqhCQBWMSuoEtEJAzqrP1VbEQkCcoiO5/JdCQDY8vVKWkUJAEOm3rwO/QkBrmnecortCQDSitDf4ykJANs07TtG5QkDpSC7/Ic1CQPRsVn2uZkJAEhQ/xtxtQkDtnjws1OJCQIZa07zjlEJAINJvXweWQkCHp1fKMpxCQPRsVn2u1kJAm1Wfq62YQkCNl24Sg8BCQOeMKO0NfkJAmpmZmZnBQkBGtvP91KhCQN6Th4Vai0JAIR/0bFalQkBF2PD0SolCQC6QoPgxhkJA9dvXgXPGQkBwXwfOGZlCQClcj8L1oEJAZapgVFK/QkCx4emVsuxCQKMjufyHvEJAoyO5/IecQkA8vVKWIcZCQOELk6mCeUJAyAc9m1XPQkC6awn5oJ9CQHo2qz5Xu0JAOiNKe4OfQkCKH2PuWrJCQJHtfD81jkJAWvW52oqVQkBy+Q/pt59CQD81XrpJpEJAxyk6ksvHQkC6SQwCK9dCQBx8YTJVgEJA0NVW7C+zQkC6SQwCK6dCQFg5tMh2rkJAbef7qfGCQkApyxDHutBCQIlBYOXQokJAXCBB8WO8QkDl0CLb+XZCQCuHFtnOt0JAMzMzMzNrQkDkg57Nqn9CQC6QoPgxvkJAjNtoAG+xQkC6awn5oKdCQKkT0ETYwEJAU5YhjnW5QkBYyjLEsb5CQKpgVFInyEJA9bnaiv2lQkBlGeJYF69CQK7YX3ZP1kJAbcX+snuyQkDTvOMUHXFCQP2H9NvX4UJAejarPlejQkA17zhFR7JCQAK8BRIUt0JA3nGKjuSqQkARNjy9UnZCQBdIUPwYu0JAUdobfGGiQkB1kxgEVs5CQJHtfD81vkJAzTtO0ZF0QkC8dJMYBOZCQPLSTWIQ4EJARdjw9ErBQkCP5PIf0rdCQESLbOf7iUJAjErqBDTJQkBAE2HD04tCQGsr9pfdc0JA1zTvOEV3QkCfzarP1dZCQCegibDhuUJAxf6ye/KoQkAjSnuDL3xCQKK0N/jCtEJAOpLLf0i3QkCPwvUoXIdCQO84RUdyuUJA8WPMXUuYQkDyQc9m1adCQGwJ+aBnk0JA7FG4HoWrQkAldQKaCKtCQHUCmggbrkJA2ht8YTKtQkAbDeAtkJBCQFR0JJf/mEJAryXkg56lQkA6kst/SHdCQLByaJHtrEJAhjjWxW2UQkCyne+nxsNCQNUJaCJsoEJA2c73U+ONQkC8dJMYBJ5CQGaIY13crkJA2/l+arzEQkCh1jTvOKVCQBueXinLwEJATDeJQWCVQkBvgQTFj8lCQNBE2PD0mkJA8x/Sb1+3QkA/V1uxv8RCQI51cRsNsEJA7zhFR3KxQkCGyVTBqJxCQBsN4C2QmEJArkfhehSWQkCcxCCwcqhCQGaIY13c1kJA5dAi2/mWQkCkcD0K17NCQPFjzF1LyEJAQ61p3nGyQkBUdCSX/7BCQOM2GsBbwEJAhlrTvOOcQkB4CyQofpRCQCDSb18HtkJAFmpN846jQkB0JJf/kK5CQHuDL0ymokJAnzws1JrGQkDn+6nx0p1CQD2bVZ+rvUJAbqMBvAWCQkDl8h/Sb6dCQJM6AU2ErUJAofgx5q6dQkAnwoanV6JCQMzuycNClUJA2ht8YTJ1QkBFR3L5D5FCQJ+rrdhfbkJAiGNd3EaTQkC5/If0259CQILix5i7pkJAm1Wfq63YQkB9rrZif7FCQMrDQq1pzkJAG55eKcvQQkBCz2bV57JCQPjCZKpgxEJAdnEbDeCtQkAi/fZ14KxCQDJVMCqp00JAbxKDwMq5QkB+HThnRKFCQHL5D+m3t0JAKqkT0ES4QkDD9Shcj6pCQJEPejarrkJAOGdEaW+wQkApXI/C9aBCQA4tsp3vf0JA+8vuycOqQkD0/dR46Z5CQFg5tMh2vkJAGsBbIEGBQkBR2ht8YapCQECk374OlEJAWKg1zTvOQkD0bFZ9roZCQKyt2F92n0JApSxDHOuqQkCJQWDl0MJCQGIQWDm0iEJAW0I+6Nm8QkCGyVTBqKxCQEYldQKaqEJAEoPAyqGdQkBd3EYDeKtCQDY8vVKWqUJAhXzQs1mVQkDr4jYawLtCQGQ730+Nl0JAIGPuWkKmQkCM22gAb7FCQN/gC5Op+kJAFvvL7smrQkAp7Q2+MJFCQD0s1JrmxUJAH4XrUbiWQkB3vp8aL61CQNiBc0aUnkJAE/JBz2a1QkAJ+aBns7JCQOoENBE2vEJAw9MrZRmyQkBIv30dOJ9CQB4Wak3zfkJA5/up8dKtQkA/xty1hKxCQERpb/CFwUJAK4cW2c5/QkAE54wo7b1CQEdy+Q/px0JAV1uxv+yuQkB6xyk6kqtCQEa28/3UsEJAQxzr4ja6QkAp7Q2+MMFCQBkEVg4tekJA0ETY8PTCQkDFjzF3LcFCQELPZtXnkkJA2T15WKh9QkAbL90kBsFCQMKGp1fKmkJAXf5D+u2zQkA/V1uxv6RCQIlBYOXQokJAOdbFbTTAQkAOvjCZKnhCQMWPMXctoUJAjErqBDSxQkD7XG3F/pJCQB1aZDvfp0JAGXPXEvKJQkCNl24Sg6BCQNNNYhBYkUJAF7fRAN6qQkBeS8gHPctCQERpb/CF0UJAjSjtDb6wQkDdtYR80ONCQJEPejartkJAnDOitDd4QkCWQ4ts54NCQKabxCCwokJAxEKtad55QkDJ5T+k34ZCQF5LyAc9i0JAOUVHcvmXQkBTBaOSOtlCQGKh1jTvsEJA7MA5I0q7QkDEQq1p3rFCQO7rwDkj2kJAF9nO91OjQkBa9bnaiq1CQJvmHafosEJAKe0NvjCRQkBTBaOSOplCQNXnaiv2n0JAUiegibCpQkDNO07RkZRCQHBfB84ZgUJAz2bV52qzQkCwcmiR7ZRCQGb35GGhpkJAG55eKcvgQkB90LNZ9flCQKrx0k1icEJA4umVsgy5QkCU9gZfmKxCQA6+MJkqqEJAidLe4AurQkDKVMGopL5CQKJFtvP9jEJAyJi7lpCvQkBZF7fRALZCQFOWIY51mUJAppvEILB6QkDeAgmKH4tCQHsUrkfhqkJAd76fGi/VQkBd/kP67btCQAfOGVHao0JAPujZrPrUQkCF61G4Hq1CQPjCZKpglEJA5/up8dLFQkDmriXkg85CQAskKH6MsUJA8WPMXUvYQkAxCKwcWrxCQKg1zTtOsUJANjy9UpapQkCrPldbsb9CQMDsnjwsvEJACtejcD16QkDTTWIQWJlCQCfChqdXskJAnu+nxkufQkBHcvkP6Y9CQPJBz2bVj0JAOGdEaW/AQkCMSuoENLFCQD55WKg1vUJALv8h/fadQkAE54wo7aVCQKjGSzeJiUJAyxDHuritQkBmiGNd3M5CQNxGA3gLvEJAT6+UZYirQkBSSZ2AJqJCQN6Th4Vag0JAejarPlejQkCMSuoENJlCQDxO0ZFcxkJALUMc6+KuQkBOYhBYOYRCQCBB8WPMdUJAhXzQs1n1QkAjSnuDL5xCQGDl0CLboUJAi2zn+6mxQkCEns2qz7VCQMX+snvyeEJADwu1pnm/QkA7AU2EDa9CQKg1zTtOiUJA9GxWfa62QkBLyAc9m61CQP8h/fZ1sEJAfoy5awmpQkCLbOf7qYlCQJ7vp8ZLf0JAKe0NvjDBQkDnHafoSL5CQIenV8oyvEJAG55eKcu4QkA/NV66ScRCQEvIBz2brUJAs+pztRXrQkC5jQbwFshCQA1xrIvbsEJAak3zjlOUQkDAWyBB8bNCQIEmwoanr0JAw2SqYFSqQkASFD/G3LVCQOC+DpwzqkJAx0s3iUGoQkD0/dR46cZCQEHxY8xdk0JA63O1FfuTQkB6Nqs+V5tCQIMvTKYKlkJAoBov3STGQkAYldQJaJpCQMgHPZtVn0JAX5hMFYyqQkCwcmiR7ZRCQLivA+eMsEJAGlHaG3zBQkBWn6ut2K9CQHZxGw3gjUJA3SQGgZWbQkDcRgN4C7RCQDMzMzMzk0JAqFfKMsThQkD3deCcEY1CQPs6cM6IukJAXf5D+u27QkC8BRIUP5ZCQBNhw9MrnUJA5x2n6EieQkD/snvysLBCQPwYc9cSmkJA2ht8YTK1QkB6Nqs+V8tCQDnWxW00uEJACKwcWmSrQkCk374OnJtCQKHWNO84tUJABcWPMXfFQkB3vp8aL4VCQE9AE2HDs0JAryXkg57FQkCGyVTBqHxCQLPqc7UV40JADAIrhxa5QkD5oGez6rNCQLn8h/Tbp0JAGXPXEvLRQkDpt68D57RCQNXnaiv2p0JAoImw4emdQkBUUiegiZBCQD7o2az6jEJAw/UoXI8CQ0DLEMe6uKVCQJayDHGsq0JAh6dXyjK0QkDysFBrmsdCQLRZ9bnaikJAt2J/2T2pQkB8YTJVMMpCQB3J5T+kv0JAryXkg56tQkApXI/C9ZhCQKg1zTtOsUJAPZtVn6vVQkAJG55eKZNCQK1p3nGKtkJA/Bhz1xLCQkBlGeJYF39CQFZ9rrZir0JAK/aX3ZOvQkCzDHGsi5tCQGHD0ytlmUJA4zYawFuoQkD129eBc55CQG6jAbwF8kJAsVBrmnesQkAkufyH9JtCQF5LyAc9m0JAYcPTK2WhQkCbVZ+rrcBCQAaBlUOLnEJAJJf/kH7DQkCwcmiR7QRDQJYhjnVxm0JAi2zn+6mZQkC8lpAPeqZCQF+YTBWMokJAC7WmecexQkDzjlN0JH9CQPCFyVTBuEJAZRniWBdvQkCMSuoENJlCQC/dJAaBtUJAH4XrUbjGQkBuowG8BcpCQMZtNIC3uEJArthfdk+GQkDn+6nx0mVCQPOOU3Qkv0JA5j+k377OQkCcM6K0N3BCQEtZhjjWrUJADeAtkKCYQkAZ4lgXt8lCQMl2vp8ap0JA1JrmHadwQkCuR+F6FMZCQIJzRpT25kJA3SQGgZWzQkAkKH6MuXtCQJ/Nqs/VlkJA3NeBc0acQkAnoImw4bFCQEXY8PRKkUJANe84RUfKQkBhw9MrZdFCQFJJnYAmokJAfT81XrrJQkCZu5aQD7JCQG3F/rJ7wkJAsHJoke3EQkCfq63YX75CQGrecYqOrEJAsp3vp8abQkB9rrZif6lCQLyWkA96zkJApHA9CteTQkA5tMh2vr9CQHE9CtejqEJASZ2AJsK+QkBMN4lBYLVCQMX+snvymEJAjnVxGw2QQkBvgQTFj6lCQLIubqMBtEJA0ZFc/kOaQkCiRbbz/aRCQKpgVFIn4EJAZRniWBfHQkBR2ht8YdpCQLByaJHthEJAlrIMcay7QkA8TtGRXL5CQEMc6+I2kkJAJXUCmgjbQkDpSC7/IZVCQKd5xyk6okJAUkmdgCbSQkBuNIC3QKpCQP8h/fZ1aEJAHHxhMlWYQkAOLbKd77dCQLpJDAIrt0JAKVyPwvXwQkCFfNCzWW1CQO58PzVe0kJAKqkT0ETQQkCvJeSDns1CQCNKe4MvlEJA30+Nl26aQkA8TtGRXJZCQNc07zhFl0JAV+wvuyenQkA3GsBbIKlCQJ+rrdhfxkJA16NwPQqHQkBBguLHmJtCQGrecYqOpEJAdQKaCBuuQkBPQBNhw7NCQMKGp1fKwkJABcWPMXeNQkDTTWIQWKlCQBniWBe3yUJAKxiV1AmgQkBNhA1Pr8RCQCegibDh0UJAqvHSTWLAQkCNKO0NvshCQGrecYqOnEJA9pfdk4flQkDBOSNKe8tCQOm3rwPnfEJAW7G/7J6sQkBX7C+7J9dCQBQ/xty15EJA2T15WKi9QkCqYFRSJ+BCQGfV52orhkJAkX77OnCuQkB3vp8aL8VCQEI+6NmsokJAg8DKoUXGQkCoNc07TqlCQM9m1edqm0JASS7/If2OQkBLWYY41r1CQFYOLbKdl0JAhslUwaikQkCJQWDl0JpCQIenV8oypEJAZMxdS8iXQkDAWyBB8bNCQJYhjnVxm0JAhslUwahsQkAAkX77OrBCQPMf0m9fn0JASgwCK4e2QkBv8IXJVMFCQFkXt9EAtkJAufyH9NuXQkBmiGNd3N5CQBgmUwWjqkJAXCBB8WOsQkB1ApoIG6ZCQA6+MJkqwEJA1sVtNICPQkDkg57NqrdCQL3jFB3JnUJAj+TyH9KPQkBXW7G/7K5CQPyp8dJN6kJA/kP67eugQkA5tMh2vtdCQCBj7lpCvkJAKe0NvjCRQkDGbTSAt3hCQC/dJAaBpUJAjnVxGw24QkDRItv5fqJCQMSxLm6jiUJA4umVsgyJQkDAWyBB8aNCQCv2l92Tr0JAm+Ydp+iYQkB7FK5H4ZpCQL4wmSoYnUJALGUZ4liXQkDl0CLb+b5CQHrHKTqSw0JAgnNGlPamQkDf4AuTqbpCQHBfB84ZoUJA2IFzRpSuQkBJLv8h/bZCQDXvOEVHskJA1sVtNIB/QkCjI7n8h5RCQFYOLbKdr0JAjNtoAG+hQkC/fR04Z8RCQFTjpZvEoEJAxY8xdy2pQkBLyAc9m41CQIGVQ4tst0JAmN2Th4WaQkB24JwRpaVCQOELk6mCoUJAMlUwKqm7QkBd/kP67aNCQFioNc07hkJAsi5uowGMQkD0/dR46YZCQCh+jLlruUJAutqK/WXfQkBIv30dOK9CQOtztRX7s0JALpCg+DGeQkD0/dR46X5CQMuhRbbzrUJA4QuTqYKpQkAB3gIJiqdCQL99HThnlEJARIts5/uJQkC0WfW52rpCQIy5awn5uEJAtvP91HixQkBR2ht8YbpCQGN/2T15uEJAayv2l92zQkAvbqMBvL1CQJyiI7n8z0JAqaROQBOBQkBvEoPAyplCQD0K16NwlUJAApoIG562QkBtxf6ye6JCQFmGONbFtUJAeekmMQjEQkBXW7G/7IZCQHh6pSxDtEJAlWWIY12sQkAVHcnlP7xCQApoImx44kJARUdy+Q/JQkADeAskKK5CQPaX3ZOHrUJAcRsN4C24QkAW+8vuyaNCQFdbsb/stkJAl5APejabQkBLWYY41p1CQPaX3ZOHxUJApSxDHOu6QkAAkX77OsBCQMx/SL993UJAd76fGi/dQkCk374OnMtCQCv2l92Th0JA+aBns+qTQkB1ApoIG45CQHZxGw3gtUJAnMQgsHKAQkCz6nO1FctCQNBE2PD0ykJAzTtO0ZGUQkBsCfmgZ7NCQGuad5yia0JAG55eKct4QkBiodY074BCQLbz/dR4uUJAH/RsVn2+QkB0tRX7y85CQMHKoUW2g0JAoImw4emlQkBbsb/snoxCQO7rwDkjakJAVp+rrdinQkCRfvs6cL5CQMPTK2UZmkJArkfhehSmQkCOdXEbDchCQEa28/3UmEJA1QloImyoQkAhH/RsVr1CQHicoiO5fEJA6+I2GsCbQkDChqdXyppCQEMc6+I2ikJAFYxK6gTEQkANcayL27hCQHgLJCh+1EJA8KfGSzehQkDkg57Nqo9CQI0o7Q2+oEJAP1dbsb+kQkABTYQNT69CQGDl0CLbuUJALGUZ4livQkBMpgpGJc1CQMZtNIC3sEJASgwCK4euQkCX/5B++5pCQD0s1JrmhUJAfh04Z0SRQkDVCWgibMBCQBgmUwWjokJAGeJYF7fJQkBB8WPMXbNCQINRSZ2ApkJA4L4OnDO6QkDjx5i7loBCQLpJDAIrl0JADr4wmSqoQkC6SQwCK49CQKyt2F92r0JAoWez6nOlQkBGlPYGX7BCQLHh6ZWylEJAL26jAbylQkDzjlN0JIdCQBQ/xty1lEJAVHQkl/+wQkCJQWDl0LJCQAXFjzF3fUJASnuDL0ymQkCWQ4ts58NCQMl2vp8al0JA4umVsgyRQkC8lpAPepZCQNCzWfW5WkJAvVKWIY6NQkD0/dR46Y5CQNxoAG+BpEJAylTBqKS+QkBbsb/snpxCQLbz/dR4qUJAuY0G8BbAQkCBlUOLbKdCQDBMpgpGjUJATDeJQWClQkBPQBNhw4tCQCBB8WPMlUJAPnlYqDXNQkDWxW00gL9CQM4ZUdobjEJATtGRXP67QkA2zTtO0aFCQD7o2az6pEJAMuauJeSLQkBwzojS3phCQPMf0m9fx0JAswxxrIurQkAp7Q2+MLFCQApoImx4qkJAqFfKMsTBQkCYbhKDwLpCQFTjpZvEkEJATDeJQWCVQkCI9NvXgatCQFXBqKROeEJAXI/C9Si8QkAnwoanV6JCQPkP6bevm0JAuK8D54zAQkBBguLHmJtCQBueXinLsEJAduCcEaWlQkDBqKROQLtCQCS5/If0o0JAwTkjSnvDQkB0JJf/kK5CQOauJeSDrkJAg1FJnYC+QkCTOgFNhKVCQDhnRGlvyEJAsi5uowGcQkCgibDh6a1CQBpR2ht82UJA5q4l5IPmQkC0yHa+n7pCQKRwPQrXe0JApHA9CteTQkDyQc9m1Z9CQCPb+X5qjEJA7C+7Jw+bQkAp7Q2+MKlCQHh6pSxD3EJABhIUP8aUQkB4nKIjucRCQG+BBMWPcUJAaCJseHqFQkCCc0aU9sZCQAWjkjoBtUJATtGRXP6jQkDMf0i/fY1CQP5D+u3rqEJA9wZfmEx1QkCTOgFNhJ1CQO5aQj7omUJAJuSDns2CQkDD0ytlGQJDQJf/kH77ykJAarx0kxjMQkCIY13cRrtCQHuDL0ymkkJA2V92Tx6+QkArhxbZzqdCQOqVsgxxjEJA6Ugu/yGtQkCdgCbChq9CQOXQItv51kJAEqW9wReeQkB3vp8aL7VCQJ+rrdhfpkJARpT2Bl+oQkClvcEXJqNCQLG/7J48tEJAHHxhMlVoQkAdOGdEaZdCQNO84xQdsUJA7uvAOSPCQkBNFYxK6oxCQGKh1jTvgEJAlWWIY120QkCzDHGsi9NCQAHeAgmKp0JAxty1hHyYQkBqTfOOU5xCQBTQRNjwvEJAJ6CJsOGZQkAxmSoYlZxCQLFQa5p3nEJAzhlR2hvUQkDVeOkmMaBCQLbz/dR4mUJANqs+V1uhQkCWQ4ts57NCQEOtad5xwkJAAd4CCYrfQkAZc9cS8rFCQKkT0ETYyEJARdjw9EqJQkADeAskKMZCQOhqK/aXvUJAm1Wfq62wQkBGlPYGX5BCQAu1pnnHgUJARrbz/dTQQkBmiGNd3I5CQOzAOSNKc0JAorQ3+MKcQkD8GHPXEppCQE0VjErqlEJA9+RhodaUQkCPU3Qkl5dCQE0VjErq3EJAdCSX/5CeQkBCYOXQIrNCQKd5xyk6qkJA3+ALk6naQkDvOEVHcolCQIiFWtO800JApN++DpyzQkBPQBNhw9tCQCGwcmiRdUJAPL1SliGmQkBiEFg5tJhCQAFNhA1Pr0JAx0s3iUGQQkAg0m9fB9ZCQDcawFsgsUJAb4EExY/hQkCMuWsJ+bBCQGq8dJMYvEJAO99PjZeOQkBos+pzta1CQFtCPujZnEJANV66SQzSQkCppE5AE6lCQCEf9GxWlUJAFvvL7smrQkAlBoGVQ8tCQFYOLbKdt0JAnRGlvcGHQkBz1xLyQV9CQFmGONbFtUJAA3gLJCiOQkAtQxzr4q5CQPhT46WbrEJAjNtoAG+pQkDOiNLe4LNCQFMFo5I6oUJACYofY+7KQkBApN++DpRCQHzysFBrskJASZ2AJsKmQkAZ4lgXt8FCQBKDwMqhlUJALUMc6+KWQkCwA+eMKJVCQAdfmEwVjEJAiPTb14GzQkDvOEVHcoFCQHbgnBGljUJAETY8vVLGQkBYyjLEscZCQJVliGNdjEJAyXa+nxrXQkDgLZCg+JFCQEw3iUFgtUJAVFInoInAQkA4+MJkqrBCQMGopE5Aq0JAnMQgsHKwQkCWsgxxrLNCQO84RUdyeUJAj+TyH9JPQkAQejarPqdCQGRd3EYDoEJAlIeFWtOkQkDRkVz+Q4pCQJ/Nqs/VpkJAhxbZzvejQkAbnl4py7hCQJ+rrdhfrkJAGXPXEvKZQkBSuB6F68FCQFXBqKROuEJAYhBYObSQQkDByqFFtqtCQMl2vp8ar0JAAd4CCYqvQkBeS8gHPcNCQKJFtvP9nEJA3SQGgZWTQkBE+u3rwNlCQOeMKO0NxkJANqs+V1upQkAijnVxG51CQL7BFyZTrUJAdk8eFmqtQkCM22gAb3lCQAKaCBuepkJABoGVQ4ucQkBTliGOdblCQCntDb4woUJAEce6uI2WQkD4U+Olm3RCQEvqBDQRpkJACmgibHjaQkAqOpLLf8hCQMX+snvy0EJAkQ96Nqu+QkCDL0ymCp5CQA1xrIvb4EJArthfdk+mQkA17zhFR4JCQH0/NV66yUJABOeMKO21QkAMk6mCUblCQOtztRX7i0JA6Nms+lyVQkDjx5i7lmhCQMpUwaiktkJAM8SxLm7DQkBhVFInoKlCQCS5/If000JApgpGJXW6QkBtVn2utrpCQF3+Q/rt20JAsi5uowHMQkC62or9Za9CQCUGgZVDk0JAtRX7y+6JQkBN845TdIRCQEi/fR04h0JA5/up8dKdQkAtsp3vp7ZCQAMJih9jnkJA/mX35GGpQkCmm8QgsJpCQERpb/CFsUJARdjw9ErBQkCyLm6jAZxCQKTfvg6cq0JAt9EA3gKxQkAJih9j7oJCQLn8h/Tbt0JASOF6FK6nQkBGtvP91HhCQJAxdy0hd0JAZohjXdzeQkCHFtnO94NCQC1DHOvihkJAaW/whcmcQkC1pnnHKWpCQJ88LNSajkJAS+oENBGWQkB9rrZif7lCQHZxGw3ghUJAEHo2qz6vQkCLbOf7qZFCQMpUwaikZkJAr5RliGOdQkD7y+7Jw5JCQKK0N/jCtEJAe4MvTKa6QkCPU3Qkl79CQIj029eBq0JAMnctIR+sQkBEaW/whcFCQN0kBoGVk0JA8kHPZtWHQkBPHhZqTbtCQPMf0m9fx0JAarx0kxisQkBSJ6CJsLlCQP8h/fZ1yEJAMZkqGJWMQkAIrBxaZItCQMoyxLEutkJANqs+V1u5QkBxGw3gLdBCQJ2AJsKGj0JAOiNKe4OnQkD7y+7Jw4JCQCgPC7WmoUJAF7fRAN6KQkCIY13cRpNCQK+UZYhjzUJAXrpJDAKjQkCEns2qz8VCQPkx5q4ltEJAtFn1udqqQkDufD81XqpCQLwFEhQ/nkJAcoqO5PKfQkCh+DHmrsVCQFdbsb/slkJAPQrXo3C1QkBDrWneccJCQIiFWtO8s0JAokW28/2MQkBwzojS3qhCQEymCkYllUJAexSuR+GiQkA5RUdy+adCQHUCmggbrkJAfoy5awnJQkCze/KwUJtCQPYoXI/ChUJAi/1l9+SRQkAgY+5aQsZCQOoENBE2jEJA3NeBc0a8QkBbsb/snoxCQKW9wRcmu0JABoGVQ4u8QkDHuriNBtBCQIEmwoanl0JA16NwPQqXQkB/+zpwzrBCQIJzRpT23kJANjy9UpaRQkDZzvdT44VCQC1DHOvixkJAMEymCkatQkDLoUW2861CQINRSZ2AtkJAE/JBz2a1QkDQRNjw9KJCQN4CCYofq0JAK/aX3ZO3QkA51sVtNJhCQJtVn6utsEJArrZif9mlQkCSXP5D+p1CQB3J5T+kl0JAj8L1KFy/QkDeAgmKH5tCQOVhodY0p0JAM8SxLm6rQkCRD3o2q4ZCQNobfGEyvUJAUI2XbhKTQkAukKD4MXZCQKCJsOHpvUJAMnctIR+kQkBVwaikTqhCQBgmUwWjokJADAIrhxa5QkCRfvs6cKZCQMbctYR8eEJAp+hILv+BQkAdOGdEaadCQBPyQc9mjUJAtTf4wmSyQkA4+MJkqtBCQFmGONbF9UJAi2zn+6mxQkAawFsgQYlCQBWMSuoEXEJAYhBYObTIQkCOdXEbDbhCQC7/If32nUJAaQBvgQSFQkCIhVrTvNNCQJwzorQ3sEJAejarPlerQkBPQBNhw4tCQJCg+DHmjkJAWRe30QCuQkDVCWgibNhCQG3F/rJ70kJA097gC5OxQkA6kst/SJdCQGlv8IXJhEJAr5RliGO1QkA4Z0Rpb7hCQPp+arx0s0JAcayL22igQkAofoy5a5FCQAfOGVHam0JAW9O84xTFQkDXNO84RYdCQDMzMzMz00JAApoIG56eQkC+wRcmU6VCQOviNhrAe0JAIR/0bFaVQkCkcD0K14tCQOLplbIMuUJAw/UoXI/CQkAnMQisHLpCQDPEsS5um0JAeAskKH6MQkAUP8bctZxCQLUV+8vumUJA7FG4HoXrQkBt5/up8XpCQKH4MeautUJAp3nHKTrCQkCWsgxxrJtCQMZtNIC3sEJAApoIG56eQkBCYOXQIqNCQPvL7snDskJAWvW52ordQkAQ6bevA49CQI9TdCSXj0JAGy/dJAaZQkDSAN4CCcJCQApoImx4ukJAbqMBvAWiQkBrmnecoptCQL1SliGO1UJAQYLix5iLQkB0RpT2BqdCQH9qvHSTkEJAy6FFtvO1QkBQjZduErNCQHh6pSxDrEJArkfhehSuQkBiEFg5tJBCQFioNc077kJAnl4pyxCnQkCGyVTBqKRCQIEmwoant0JA2qz6XG2NQkDecYqO5JpCQF5LyAc9m0JAmG4Sg8B6QkBlqmBUUp9CQEATYcPTc0JAyeU/pN/GQkA730+Nl35CQPwYc9cSqkJAaQBvgQSlQkAhH/RsVr1CQOqVsgxxjEJAXrpJDAKDQkA+6Nms+pxCQMIXJlMFo0JAke18PzV+QkAzMzMzM5NCQPKwUGuan0JASL99HTi3QkBIUPwYc7dCQDhnRGlvwEJAxLEubqOJQkDbiv1l97RCQCo6kst/kEJArBxaZDufQkAy5q4l5KNCQKVOQBNhy0JAOiNKe4PHQkDoaiv2l31CQAfwFkhQfEJAF0hQ/BirQkD67evAOeNCQFHaG3xhekJApHA9CtezQkC6awn5oKdCQLprCfmgj0JAYcPTK2V5QkDqBDQRNqRCQNJvXwfOmUJAnl4pyxC/QkASFD/G3K1CQD2bVZ+rnUJARwN4CySgQkA730+Nl35CQJMYBFYOhUJAVg4tsp2HQkD8qfHSTbJCQLmNBvAWmEJAuECC4segQkDysFBrmodCQOF6FK5HmUJAjZduEoPIQkCh+DHmrs1CQIY41sVtZEJA/Yf029epQkCz6nO1FZNCQBniWBe3gUJA63O1FfuLQkBEi2zn+8FCQJSHhVrTpEJA4QuTqYKhQkC4HoXrUahCQPLSTWIQ2EJAb/CFyVS5QkAm5IOezZpCQF1txf6yy0JARIts5/upQkCEDU+vlKVCQOF6FK5HyUJAUI2XbhKrQkBPQBNhw6NCQKyt2F92r0JAC0YldQKiQkDbiv1l97RCQP2H9NvXmUJAuY0G8BaQQkCTqYJRScVCQJJc/kP6zUJA7C+7Jw/rQkDWVuwvu89CQMX+snvykEJAeekmMQikQkD8GHPXErJCQFuxv+yerEJAhlrTvOOkQkACmggbnr5CQEhQ/Bhzp0JAw9MrZRnqQkB90LNZ9aFCQJp3nKIjyUJAF9nO91PDQkD129eBc7ZCQHE9Ctej6EJAi2zn+6nZQkA+eVioNaVCQG3F/rJ72kJAAJF++zqwQkBj7lpCPqhCQGFUUiegmUJALpCg+DGuQkCoxks3iaFCQF66SQwCg0JAZMxdS8iPQkD4wmSqYNxCQBsN4C2QsEJAfT81XrqpQkDOqs/VVpxCQHqlLEMco0JAjErqBDShQkADeAskKL5CQOlILv8hvUJAXCBB8WOsQkDKMsSxLq5CQPRsVn2upkJAxty1hHyIQkB/arx0k7hCQGgibHh6pUJApgpGJXWSQkC5jQbwFqhCQMe6uI0GwEJAr5RliGOdQkAUP8bctaRCQBpR2ht8qUJAg1FJnYDOQkCASL99HZBCQK+UZYhjnUJAtMh2vp+aQkB7FK5H4ZJCQDVeukkMykJA2IFzRpTGQkC/DpwzoqxCQGFUUiegoUJAke18PzWuQkCze/KwUItCQH2utmJ/sUJAIGPuWkJ+QkBKDAIrh85CQKUsQxzrmkJAZRniWBePQkACK4cW2YZCQINRSZ2AdkJAmnecoiO5QkDHKTqSy4dCQJXUCWginEJAveMUHcmNQkDMf0i/fbVCQLByaJHtpEJAWDm0yHaeQkAldQKaCMNCQIqw4emVqkJAarx0kxhcQkBU46WbxNBCQBdIUPwYu0JAnRGlvcGvQkDWVuwvu6dCQG3n+6nx4kJAQBNhw9ObQkA6kst/SJ9CQA6+MJkqyEJAUWuad5yqQkBTliGOdZFCQNuK/WX3tEJAApoIG56mQkAXt9EA3rJCQC6QoPgxpkJA845TdCSXQkAkKH6MuYNCQCUGgZVDm0JA9dvXgXPeQkDpJjEIrGRCQOjZrPpcnUJA5/up8dKlQkDnHafoSK5CQHnpJjEIrEJAMZkqGJWsQkCUh4Va06RCQIenV8oyhEJAqFfKMsSxQkBvgQTFj7FCQFOWIY51uUJAHThnRGm3QkCdgCbChp9CQBTQRNjwvEJAIEHxY8y9QkC0WfW52sJCQP5D+u3r4EJAHVpkO9+fQkCjkjoBTaxCQOOlm8QgqEJAaCJseHq1QkDJ5T+k345CQNSa5h2nqEJApgpGJXW6QkAoDwu1pqFCQBUdyeU/tEJAukkMAiuvQkCsrdhfdq9CQP5l9+RhuUJA6+I2GsCTQkDxY8xdS+hCQMRCrWneuUJA845TdCTXQkAMAiuHFtlCQEa28/3UqEJAIR/0bFbdQkDcRgN4C5xCQHRGlPYGl0JAryXkg57dQkAzMzMzM8NCQEp7gy9M1kJA/yH99nWQQkA17zhFR5pCQPs6cM6IikJAsp3vp8azQkB24JwRpZVCQOAtkKD4kUJAJQaBlUOLQkDCFyZTBaNCQJAxdy0hv0JAdQKaCBueQkAUrkfhesRCQE0VjErqlEJA3pOHhVqzQkC+wRcmU41CQOVhodY050JA8KfGSzexQkCOdXEbDZhCQKJFtvP9rEJAUkmdgCbKQkCZu5aQD5pCQGRd3EYDoEJAryXkg551QkDtnjws1JpCQJ88LNSafkJABcWPMXetQkBGlPYGX5BCQKg1zTtO0UJAvAUSFD++QkAm5IOezbJCQKHWNO84xUJAt9EA3gLZQkDWxW00gK9CQB+F61G4lkJAObTIdr63QkDoaiv2l5VCQAAAAAAAqEJAwTkjSnurQkCxUGuad6RCQOauJeSDrkJAhXzQs1mlQkAofoy5a5lCQL3jFB3JpUJAYTJVMCqpQkDPZtXnaqtCQEHxY8xdc0JAfa62Yn+5QkCTOgFNhLVCQCUGgZVDy0JALbKd76euQkD3deCcEX1CQFvTvOMUbUJA5q4l5IOuQkDBqKROQINCQHrHKTqSk0JAg8DKoUW+QkAPnDOitKdCQNCzWfW5ukJA3EYDeAukQkBfB84ZUepCQPvL7snD0kJAFvvL7smTQkDOqs/VVsRCQH/7OnDOoEJApN++DpyrQkBWDi2ynadCQPrt68A5s0JAA3gLJCjGQkDl0CLb+ZZCQMzuycNCtUJAAd4CCYqfQkDtDb4wmcpCQA+cM6K0l0JAy6FFtvN1QkA+6Nms+sRCQArXo3A9okJAbHh6pSyTQkBQ/Bhz14JCQE0VjErqnEJAUI2XbhLLQkBbQj7o2YxCQFMFo5I6yUJA6gQ0ETaUQkB0tRX7y6ZCQGgibHh6jUJA/yH99nW4QkCx4emVspxCQMIXJlMFi0JAOPjCZKqgQkD3deCcEbVCQCzUmuYdf0JA4umVsgy5QkDVCWgibKBCQJEPejarvkJALpCg+DF2QkC8BRIUP5ZCQBfZzvdT00JAZRniWBffQkCsrdhfdsdCQL8OnDOirEJA9bnaiv2tQkBq3nGKjoxCQLUV+8vusUJAAAAAAACQQkC30QDeAplCQDarPldbwUJA/mX35GHBQkCHp1fKMrRCQGrecYqOjEJAIR/0bFbdQkBL6gQ0EZZCQG1Wfa62kkJAPujZrPq0QkDNO07RkZRCQEATYcPTo0JANxrAWyCpQkBDrWnecapCQIenV8oylEJAYqHWNO+YQkBnRGlv8OVCQH/ZPXlYyEJALGUZ4liPQkBcj8L1KMRCQJkqGJXUkUJARUdy+Q+5QkADCYofY5ZCQKyt2F92f0JAF0hQ/BirQkBVMCqpE5BCQFvTvOMUpUJAbHh6pSzLQkAtQxzr4pZCQLx0kxgExkJAlkOLbOeLQkDx9EpZhrBCQMl2vp8ad0JAtaZ5xymSQkDdJAaBlZtCQB/0bFZ9tkJAWmQ730+NQkA+6Nms+oRCQFMFo5I6qUJAescpOpKTQkDD0ytlGaJCQP2H9NvXwUJAeJyiI7mcQkBWn6ut2J9CQFioNc07lkJACmgibHiiQkCrPldbsX9CQJwzorQ3qEJA7lpCPuixQkD0bFZ9rs5CQA4tsp3vz0JAkzoBTYSlQkDyQc9m1b9CQMP1KFyPqkJARUdy+Q+JQkAbL90kBtlCQGB2Tx4WqkJAxyk6ksuXQkB3vp8aL/VCQN4CCYofm0JA/kP67euQQkBrK/aX3YtCQO/Jw0KtuUJAMnctIR+sQkC8dJMYBKZCQKg1zTtOgUJAWKg1zTveQkAaUdobfKlCQNV46SYxgEJA/Yf029exQkCOdXEbDbhCQNNNYhBYyUJAppvEILCiQkCGWtO844RCQDPEsS5uu0JAKe0NvjCRQkBlqmBUUsdCQHRGlPYGX0JANV66SQyKQkAKaCJseMJCQLTIdr6fqkJA4QuTqYLJQkDnHafoSKZCQCEf9GxWrUJAw2SqYFTCQkBHcvkP6Y9CQG8Sg8DK6UJASgwCK4duQkDTvOMUHZlCQMHKoUW2u0JAqMZLN4mpQkAi/fZ14JxCQNCzWfW5ekJAzF1LyAedQkDHKTqSy69CQCh+jLlrkUJAumsJ+aCXQkDImLuWkK9CQLyWkA96lkJAgSbChqe3QkD7OnDOiKJCQI4G8BZIoEJA0ETY8PS6QkBApN++DoxCQG+BBMWPqUJAyAc9m1WfQkDLoUW2881CQM9m1edqs0JAfGEyVTCKQkCeXinLEJ9CQPjCZKpgxEJA3gIJih/DQkBtxf6ye4JCQLwFEhQ/jkJAtTf4wmSqQkDu68A5I5pCQNPe4AuTyUJABhIUP8akQkB8YTJVMGpCQDBMpgpGvUJAGy/dJAZ5QkAAb4EExbdCQEymCkYllUJAjgbwFkiYQkCitDf4wrxCQLmNBvAWwEJAdy0hH/ScQkCzDHGsi7NCQBNhw9MrlUJAvHSTGAR+QkBSJ6CJsJlCQDJVMCqpq0JArWnecYqOQkCGWtO847xCQFCNl24Sk0JAfPKwUGtyQkDOGVHaG5RCQGDl0CLbuUJArK3YX3avQkBxrIvbaLBCQPtcbcX+ukJAFD/G3LWUQkCWsgxxrKNCQB+F61G4dkJATRWMSuqkQkDc14FzRoxCQMDsnjwsrEJAg8DKoUXGQkBlGeJYF8dCQERpb/CFqUJAS+oENBF2QkCwcmiR7aRCQM9m1edqo0JAuycPC7W2QkBhw9MrZbFCQPkP6bevq0JAKqkT0ESoQkA+eVioNYVCQFafq63Yt0JAsHJoke28QkD+Q/rt68hCQO5aQj7omUJA7Q2+MJnSQkAjSnuDL8RCQEaU9gZfuEJA+Q/pt6+DQkCNl24Sg8hCQEku/yH9tkJA1edqK/anQkCP5PIf0pdCQHNoke18r0JAl/+QfvtqQkCpE9BE2MBCQAmKH2PuckJA/kP67euAQkBpAG+BBGVCQA6+MJkqoEJAfT81XrqRQkAg0m9fB5ZCQHbgnBGlvUJAArwFEhSXQkAYJlMFo3pCQILix5i7jkJAJJf/kH6rQkAOT6+UZYBCQDLmriXko0JAUwWjkjqxQkCiRbbz/XxCQIofY+5askJAUrgehevBQkC94xQdyb1CQG/whclUuUJA8rBQa5rPQkAdyeU/pHdCQGkAb4EEtUJACYofY+6aQkAGEhQ/xqxCQAwCK4cWwUJAB1+YTBWMQkB6pSxDHKNCQClcj8L1oEJAzczMzMysQkDImLuWkK9CQHuDL0ymukJAGJXUCWi6QkCdgCbCht9CQPaX3ZOH1UJA+aBns+rbQkCyLm6jAcxCQIBIv30dwEJAHhZqTfPOQkBkO99PjZ9CQNNNYhBYgUJAGy/dJAahQkCe76fGS59CQPOOU3Qkt0JA3NeBc0bUQkAyVTAqqbNCQP8h/fZ1oEJAFK5H4XqMQkAg0m9fB6ZCQGWqYFRSp0JAlPYGX5iUQkCjAbwFEsRCQKMjufyHvEJAzczMzMy0QkCaCBueXulCQO/Jw0KtuUJAYVRSJ6BpQkCKsOHpldJCQJvmHafomEJAt9EA3gKxQkDcaABvgZxCQPhT46WbxEJAE2HD0yuFQkDcaABvgZRCQPAWSFD8sEJAUrgehetxQkA/xty1hHxCQG40gLdA0kJATtGRXP6rQkCq8dJNYrBCQDojSnuDj0JAeVioNc2TQkD35GGh1qxCQIts5/upeUJATYQNT6+kQkC6awn5oJ9CQJayDHGsm0JAnzws1Jq2QkBN845TdKRCQK1p3nGKtkJAQBNhw9OrQkB0JJf/kL5CQDSitDf4ukJAUdobfGGaQkAijnVxG9VCQH3Qs1n1oUJA5dAi2/muQkAkKH6MuZNCQCPb+X5qnEJA4umVsgzBQkAv3SQGgZVCQAisHFpko0JAn82qz9WuQkBCYOXQIrtCQEATYcPTy0JAxSCwcmihQkA8vVKWIXZCQI51cRsNkEJA78nDQq2hQkC6SQwCK8dCQA+cM6K0r0JA+u3rwDmbQkBfB84ZUbpCQKJFtvP9pEJAbHh6pSyjQkDtDb4wmbJCQEGC4seYe0JAAiuHFtnmQkAXSFD8GJNCQE3zjlN0xEJAescpOpKjQkAtQxzr4p5CQIZa07zjvEJA/yH99nWQQkDnjCjtDbZCQPOOU3Qkz0JAt2J/2T15QkC0WfW52tJCQMRCrWnewUJAQKTfvg58QkA1XrpJDJpCQMuhRbbzpUJA5dAi2/mmQkD5oGez6rtCQAK8BRIUp0JAB/AWSFC0QkA7cM6I0sZCQNQrZRnimEJAcM6I0t64QkDsUbgehctCQFRSJ6CJgEJAOpLLf0h/QkA0orQ3+NJCQC1DHOvinkJA5WGh1jSfQkC62or9ZY9CQNcS8kHPZkJAEhQ/xtx9QkCn6Egu/8FCQH3Qs1n1uUJACfmgZ7OKQkBy+Q/pt+dCQLTIdr6fakJARdjw9EqRQkC7uI0G8KZCQBUdyeU/xEJA7lpCPuhxQkCdEaW9wa9CQJzEILByoEJAYTJVMCqJQkCI9NvXgatCQGDl0CLbyUJAcayL22jAQkC1pnnHKYJCQOVhodY0n0JASnuDL0y2QkBJLv8h/Z5CQDarPldbuUJAJQaBlUNTQkCe76fGS69CQELPZtXnqkJAuB6F61GgQkAlBoGVQ7NCQGPuWkI+sEJAlPYGX5icQkBCz2bV55pCQC2yne+nvkJAcM6I0t6oQkBOYhBYOYRCQD81XrpJtEJAFR3J5T/EQkCZKhiV1HFCQL3jFB3JtUJA7C+7Jw+bQkBIUPwYc7dCQF+YTBWMkkJAcoqO5PK/QkDr4jYawKtCQPvL7snD4kJAxm00gLdoQkCDwMqhRZZCQFwgQfFjtEJAayv2l92LQkCQoPgx5qZCQIj029eBw0JA9GxWfa6eQkB9rrZif6FCQNxoAG+BlEJAuECC4segQkAIrBxaZMtCQLaEfNCzkUJALpCg+DGuQkCmCkYldWJCQPLSTWIQoEJAjnVxGw3AQkAwuycPC51CQKmkTkATuUJA93XgnBG1QkDUK2UZ4pBCQDeJQWDluEJA+Q/pt6+jQkAZ4lgXt6lCQDQRNjy9gkJAi/1l9+ShQkAXSFD8GKtCQA5Pr5RlwEJAUWuad5zCQkBQjZduEotCQH6MuWsJmUJAt2J/2T1pQkA0orQ3+KJCQLMMcayLo0JAGeJYF7fZQkB0tRX7y35CQCcxCKwckkJA1QloImyYQkBzaJHtfK9CQEku/yH9jkJAqvHSTWK4QkDHKTqSy59CQFR0JJf/qEJAnDOitDeYQkAQejarPodCQAisHFpke0JA4zYawFvQQkANcayL27BCQH3Qs1n1oUJAR3L5D+mXQkDvycNCrblCQF3+Q/rtg0JAukkMAivPQkAkl/+QfrtCQG3n+6nxakJAxm00gLeoQkCh+DHmrpVCQJMYBFYOpUJA+Q/pt6+rQkBwXwfOGYlCQGDl0CLbyUJAKVyPwvWAQkAydy0hH6RCQKYKRiV1skJAx7q4jQaYQkBMpgpGJaVCQKrx0k1iqEJAfT81XrqBQkAXSFD8GKtCQClcj8L1uEJANs07TtG5QkDrc7UV+5tCQME5I0p7o0JAQmDl0CKbQkBX7C+7J6dCQJOpglFJpUJAVp+rrdivQkDysFBrmr9CQO5aQj7ouUJAO3DOiNKeQkAYJlMFo6JCQAMJih9jtkJAUiegibCZQkC94xQdyWVCQKhXyjLEsUJAQfFjzF2rQkC30QDeArlCQMiYu5aQp0JAeAskKH7UQkAU0ETY8KRCQEATYcPTu0JA4lgXt9HAQkCwA+eMKGVCQCbkg57N0kJAqMZLN4mJQkAEVg4tsrVCQIC3QILin0JAGlHaG3ypQkCLbOf7qbFCQNDVVuwvk0JAOdbFbTSQQkAqOpLLf8hCQLprCfmgl0JAtFn1udqyQkCXkA96NsNCQOkmMQispEJAcvkP6beHQkCfzarP1c5CQH9qvHSTkEJAmpmZmZnhQkDl0CLb+c5CQKRwPQrXg0JAiIVa07yjQkB2Tx4Wao1CQEGC4seYu0JAHOviNhqoQkBNFYxK6pxCQLhAguLHoEJA/mX35GFZQkDzH9JvX7dCQNDVVuwvu0JAnKIjufy3QkD5MeauJaRCQEw3iUFgvUJAGCZTBaO6QkBm9+RhoZZCQKrx0k1iyEJASgwCK4emQkB88rBQa7pCQF1txf6ym0JAzTtO0ZGEQkDJdr6fGq9CQF66SQwCu0JALGUZ4li3QkAkufyH9LtCQIbJVMGoxEJALNSa5h3HQkBtxf6ye6JCQINRSZ2A3kJAukkMAiu/QkCX/5B++7JCQFFrmnecqkJADwu1pnm3QkCmCkYldcJCQN21hHzQo0JAINJvXweeQkBU46WbxMBCQFXBqKROqEJAxEKtad6hQkAkufyH9MtCQEcDeAskYEJA1zTvOEWvQkBz1xLyQe9CQG3n+6nxskJAQmDl0CLLQkAtsp3vp3ZCQIEExY8xn0JAz2bV52rTQkCz6nO1FbNCQE8eFmpNs0JA8BZIUPzwQkB6Nqs+V6NCQLx0kxgEtkJABcWPMXetQkARNjy9Ur5CQGwJ+aBnk0JAiGNd3EZzQkCHp1fKMpxCQBkEVg4tgkJAV1uxv+y+QkChZ7Pqc5VCQMl2vp8a10JA/fZ14JypQkARx7q4jZZCQAAAAAAAsEJAp+hILv+ZQkBX7C+7J7dCQKhXyjLEyUJACmgibHjKQkDZzvdT47VCQFfsL7snp0JAWKg1zTvOQkA730+Nl4ZCQCh+jLlrsUJAtRX7y+7BQkCIY13cRrtCQPyp8dJNskJATRWMSuqkQkAv3SQGgaVCQOXQItv5nkJAWDm0yHbGQkClLEMc68pCQD81XrpJ3EJA/7J78rDAQkA7AU2EDZ9CQK36XG3FjkJA/Knx0k3CQkB24JwRpaVCQIbJVMGonEJAVg4tsp2nQkDmriXkg7ZCQDxO0ZFcvkJAXkvIBz3TQkCIhVrTvKtCQFmGONbF5UJAoImw4enNQkBSuB6F66FCQAisHFpkq0JAqz5XW7F/QkDPZtXnaptCQHqlLEMcq0JACYofY+7CQkB1ApoIG5ZCQBUdyeU/lEJAJCh+jLmLQkCyLm6jAZRCQFmGONbFxUJAOpLLf0jHQkCYTBWMSqJCQO58PzVeokJAGCZTBaOKQkDsUbgehaNCQBNhw9MrnUJAE2HD0yvFQkAu/yH99rVCQJF++zpwnkJACtejcD2KQkCiRbbz/bxCQFOWIY51sUJA46WbxCCwQkDcaABvgaxCQKwcWmQ7x0JAMZkqGJXEQkALJCh+jKlCQOCcEaW9sUJAuB6F61G4QkAtsp3vp6ZCQJjdk4eFqkJA2ht8YTKFQkB5WKg1zYtCQNuK/WX3lEJAOpLLf0inQkCLbOf7qblCQOM2GsBbsEJACfmgZ7OaQkAvbqMBvH1CQO5aQj7ouUJAkKD4Mea2QkC9UpYhjo1CQDsBTYQNr0JAYhBYObSYQkAdOGdEaY9CQOauJeSD7kJAsHJoke2cQkDpt68D58xCQKhXyjLEwUJAvjCZKhitQkDTvOMUHblCQPs6cM6IwkJANqs+V1uhQkDA7J48LMRCQN9PjZduckJARpT2Bl+wQkC4QILix5hCQDQRNjy90kJA6pWyDHG8QkDcaABvgYRCQB/0bFZ97kJAdLUV+8uuQkDgnBGlvaFCQNuK/WX33EJAMzMzMzObQkB6xyk6kntCQDJVMCqpw0JATYQNT6+MQkDBOSNKe6tCQJoIG55esUJAarx0kxisQkAtsp3vp8ZCQP2H9NvXkUJApb3BFya7QkDA7J48LLRCQCfChqdXokJAMQisHFq0QkDUK2UZ4sBCQA+cM6K0z0JAMLsnDwvNQkC4HoXrUaBCQLu4jQbwvkJA9P3UeOmGQkDxY8xdS6hCQEJg5dAio0JA5x2n6EiOQkDl8h/Sb69CQIbJVMGotEJAB84ZUdrLQkDImLuWkK9CQOxRuB6Fy0JA+THmriXUQkAZ4lgXt8FCQCNKe4MvbEJAa5p3nKK7QkBjf9k9eeBCQAK8BRIUt0JAjLlrCfmgQkB3LSEf9JRCQKH4MeauvUJAMuauJeS7QkCxUGuad7RCQOtztRX7y0JAGy/dJAaxQkAibHh6pXxCQLG/7J48pEJASL99HTiPQkC3Yn/ZPblCQJVliGNdvEJATmIQWDmsQkBqTfOOU9xCQAisHFpki0JAvw6cM6KkQkDuWkI+6KFCQJAxdy0hr0JAnu+nxkvHQkBseHqlLHNCQHEbDeAtqEJAswxxrIvDQkAUrkfherRCQKK0N/jCnEJAtMh2vp+qQkDwhclUwaBCQIGVQ4tsh0JAZ9XnaiuOQkD2l92Th6VCQL7BFyZTlUJAYTJVMCqpQkCx4emVssRCQJXUCWgilEJAT6+UZYizQkCDwMqhRbZCQFHaG3xhikJA8IXJVMGYQkCtad5xiq5CQN21hHzQk0JA4L4OnDOSQkCY3ZOHhXJCQPT91HjpnkJALUMc6+J2QkBb07zjFJ1CQOXQItv5lkJA/tR46SbpQkDnHafoSKZCQDtwzojSxkJAAwmKH2O2QkA=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"sigma_0\":{\"__ndarray__\":\"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8GK061FmbsP4Ek7NtJxOw/nQ5kPbX66z+dDmQ9tfrrP6q3BrZKsOs/nn5QFymU7D8qxCPx8nTsPy0+BcB4huw/DRgkfVrF6z+22O2zyszsPxcq/1peOew/G/M64pCN6z/Rd7eyRGfrP92U8loJXes/vqJbr+nB7D+CPLt868PrP34czZGV3+s/KlQ3F3/b6z+/C1uzlRfsP83IIHcRJuw/02uzsRJz7D+LwcO0b27sP6VKlL2lHOs/y9jQzf7A6z+XVdgMcMHsPxx79lympuw/3JxKBoCq7D+jzXFuE27sP3E5XoHoyes/AMrfvaPG6z8PuRluwOfrP5JZvcPt0Os/IPEr1nCR6z9Czvv/OGHsPytqMA3Dx+s/F9f4TPbP6z/gMNEgBc/sP1fMCG8Pwuw/1xNdF37w7D8hPxu5bsrsP7Pr3orEBO0/pU+r6A/N7D90toDQenjsP4enV8oyROw/fxR15h4S7D+CABk6dtDrP/GBHf8FAuw/K76h8Nk67D/0p43qdKDrP78PBwlRvus/DVLwFHKl6z+dnQyOktfrP14Ou+8Ynus/UmABTBm46z/ay7bT1ojrP7DKhcq/Fus/Xtcv2A3b6z/3lJwTe2jsP/jGEAAce+w/US0iismb7D/EXFK13YTsP5fmVgirMew/HjLlQ1A17D/7kLdc/VjrP418XvHUo+s/MBAEyNAx6z9wJqYLsfrrP5m4VRAD3es/Xd2x2CYV7D+Cc0aU9gbsPwyTqYJRSew/FymUha+v7D9pdAexM4XsP1Naf0sA/us/wVPIlXoW7D8kQiPYuP7rP7K5ap4j8uo/zzEge7176z/qdvaVB2nrP3tOet/42uo/38X7cftl6z/aOc0C7Y7rP0oIVtXLb+w/KQZINIEi7D//kenQ6fnrPy1DHOvitus/hH8RNGaS7D83+pgPCHTsP8+FkV7Ubuw/KuCe50+b6z/4U+Olm0TsP0p/L4UHTew/g/qWOV0W7D+M9nghHR7sPwiqRq8GKOw/F3/bEyQ27D9EUaBP5EnsP40JMZdU7es/Ek4LXvSV6z9mh/iHLT3sP5c48kBkkew/8L+V7NgI7D+t2jUhrTHsP5s7+l+uRew/twvNdRrp6z9OJm4VxMDrPycW+Ipuves/rW71nPQ+7T9WuVD51/LsPyaqtwa2Sus/hEcbR6zF6z8Yz6ChfwLtP7kWLUDb6us/djQO9buw6z9HkbWGUvvrP4EIceXsnes/y03U0twK7D9sXtVZLbDrP103pbxWQuw/FVJ+Uu3T6z9QN1DgnfzrP7Dna5bLRus/2ZPA5hy86z8nE7cKYqDrP1SnA1lPLew/7IfYYOEk7D+hR4yeW2jsP0YIjzaOWOw/teBFX0Ga7D9tqu6RzVXsP2JNZVHYxew/S8rd5/jo7D/JPsiyYOLrP034pX7eVOw/NxlVhnE37D/QX+gRo2fsP8h9q3Xi8us/WVGDaRi+6z84g79fzJbrPzlf7L34Iuw/WK1M+KX+6z/L2NDN/sDrP8oWSbvRR+w/MH+FzJXB6z8QdopVgzDsPxoXDoRkAew/4iGMn8a97D8DYDyDhn7rP31Yb9QK0+s/wjBgyVWs6z9MiSR6GUXsP79hokEKHuw/xausbYrH6z+5401+i87rP9Fa0eY4N+w/8rVnlgQo7D+62LRSCOTrP9L8Ma1NY+s/EqCmlq116z+JJHoZxfLrP919jo8WZ+w/jgHZ692f6z/iI2JKJNHrPz4HliNkoOs/5uWw+47h6j+eCyO9qN3rP+FCHsGNlOw/hSNIpdjR6z/vWGyTikbsPxK9jGK5Jew/pWlQNA/g7D8JwhVQqKfsPy7GwDqOn+s/cO8a9KW36z8JqHAEqRTsP2fXvRWJCew/YKsEi8MZ7D94Qq8/ic/rPwJmvoOfOOw/2IAIceXs6z+MaDum7krsP1uVRPZBFuw/+n/VkSOd6z/OjlTf+UXtPy+lLhnHSO0/2/rpP2v+7D/bM0sC1NTsPyqMLQQ5qOw/9bnaiv3l7D/Rdkzdld3sPxLb3QN03+o/t/C8VGxM6z+uZwjHLPvsP8NHxJRIous/KnCyDdyB6z9Hk4sxsA7sP2ahndMs0Os/2XiwxW4f7D8z4Cwly8nrP6geaXBbW+w/YhHDDmNS7D/MfAc/cYDrPyl3n+Ojxes/PnsuU5Pg7D+Hi9zT1Z3sP6Cp1y0C4+s/Y7X5f9WR7D/uXYO+9PbsPzz4iQPo9+w/zHwHP3EA7D/Fc7aA0HrsP1VoIJbNnOw/nMJKBRXV7D+BBwYQPpTrP70d4bTgxes/71nXaDlQ7D+FI0il2FHsP/OPvknToO0/YRdFD3yM7D9QbXAi+rXrP7r4254gMes/UDi7tUwG7D+w6NZretDrP2Pt72yPXuw/EvdY+tCF7D8qrb8lAH/sPww+zcmLTOw/KQXdXtKY6z/fNlMhHgntPwFsQIS4cus/bkxPWOIB7D8NjpJX55jrP0eQSrGj8es/ngd3Z+027D+7050nnjPsP1afq63Y3+s/PBQF+kQe7D9M4qyImmjrP/nWh/VGLew/PMH+69y06z8Pe6GA7eDrP/cdw2M/i+w/NEsC1NSy6z8GRl7WxILrPziie9Y1Wus/6ukj8Icf7D/RWzy858DrP6N06V+SSuw/8wTCTrFq7D8/AKlNnFzsP+2fpwGDpOs/kL3e/fHe6z+Qvd798d7rP3y5T44CxOs//kemQ6dn6z+lT6voD03sPxMoYhHDDuw/pU3VPbI57D+QoPgx5i7sP54j8l1K3es/eLgdGhYj7D9KRWPt7+zrP3r9SXzuBOw/saTcfY6P6z+OAkTBjCnsP41hTtAmB+w/bY5zm3Cv7D/qsMItH8nrP9WRI52BEew/ICdMGM3K6z9OmDCale3rPyFX6lkQSu0/gsmNImsN7D87NgLxun7sP4gSLXk8Lew/KVq5F5gV7D9AMh06Pe/rPzzAkxYuK+w/1a90PjzL6z9bJsPxfAbtP3/fv3lx4us/RS3NrRBW7D817PfEOtXrP6Q5svLLYOw/2nHD76Zb7D/Co40j1uLsP/ynGyjwTus/ODKP/MFA6z84+MJkquDqP6zhIvd09es/qbwd4bTg6z9srwW9NwbsP2K9UStM3+s/+IxEaASb6z/bNoyC4HHsP211OSUgJuw/QwQcQpUa7D+mfAiqRi/sP7kcr0D0pOw/MNeiBWjb7D8z3eukvqzsP4HR5c3h2us/LNMvEW+d7D9CW86luCrsP9y5MNKL2us/4NqJkpDI6z9/2qhOB7LrP+j4aHHGsOs/W5caoZ8p7D+JRKFl3T/sP2iu00hLZew/bXNjesKS6z/Thy6ob5nsPxsOSwM/Kus/u3uA7ssZ7D/c9Gc/UkTsPyk/qfbp+Os/HottUtHY6z8PmfIhqBrsP3CwNzEkJ+w/wac5eZEJ7D+aWyGsxhLsP4M0Y9F0duw/t2PqruyC7D+YhXZOs0DsP3+IDRZOUuw/aqZ7ndSX6z+9VdehmhLsP774oj1eSOs/gzKNJhdj7D9a8nhafuDrP7lsdM5Pcew/xFvn3y576z+C597DJUfrP0eTizGwjus/0J1g/3Xu6z+cUfNV8jHsP6RwPQrXo+s/yqMbYVGR7D8Q6iKFsnDrP3UEcLN4ses/sVBrmnec6z/V6qurArXrP2B2Tx4Waus/xJlfzQGC6z9JhEawcX3sPwosgCkDh+w/yJkmbD8Z7D+AuoEC7+TsP/8+48KBEOw/cY+lD11Q7D/D8BExJRLsP/YLdsO2xew/Nc8R+S6l7D+CdLFppZDrP0Jg5dAi2+o/QmDl0CLb6j+UaMnjafnsP/HydK4opes/9WkV/aGZ6z+jkjoBTYTsP1/QQgJGl+w/chb2tMNf7D/S4oxhTlDsP9Oh0/NuLOw/oN0hxQAJ7D9EiZY8npbrP/LuyFht/us/dnEbDeCt6z9hURGnk+zrPxmSk4lbBew/8KMa9nti7D+DwqBMo8nrP42XbhKDwOs/VKpE2VvK6j9lwi/186bsP4v5uaEpu+w/WyIXnMFf6z95lbVN8TjsPyjRksfT8us/26SisfZ37D9dbjDUYYXsP4VefxKfO+w/2/0qwHeb7D9Bt5c0RuvrP8mP+BVrOOw/HhhA+FCi6z9ma32R0BbsP8sRMpBnF+w/ZK93f7xX7D8QCHQmbSrsP6X1twTgH+w/cNI0KJqH7D+AY8+ey1TsPycvMgG/xus/hT5YxoZu7D+OsKiI00nsP4h/2NKjKew/Y2GInL4e7D9Fgqlm1lLrP5gYy/RLROs/ZYuk3ehj6z8g09o0ttfrP4yfxr35jew/AHUDBd5J7D8AdQMF3snrPyU7NgLxuus/tDukGCBR7D+UMNP2r6zrP/MhqBq9mus/rp/+s+ZH7D+mft5UpELsP8Hj27sGfew/KJzdWibD6z94l4v4TszrPxIu5BHcSOw/Vd6OcFrw6z+fH0YIjzbsPxJPdjOjH+w/tRmnIapw6z81t0JYjSXsP1p/SwD+qes/X0NwXMbN6z87j4r/O6LrP4lEoWXdv+s/E57Q60/i6z+GkzR/TOvrP8kDkUWa+Os/A+rNqPmq6z/+mxcnvtrrP6m+84sS9Os/GmoUksxq7D8cX3tmSYDsP24164zvC+w/WaKzzCIU7D8jFFtB0xLsPyMUW0HTEuw/ngd3Z+226z+zt5Tzxd7rP86LE1/tqOs/pBr2e2Kd7D/oZn+g3LbrP+atug7VFOw/fXpsy4Az7D96HXHIBlLsPxQhdTv7yuw/wHtHjQkx7D+QEru2t9vsP2/XS1MEuOw/740hADh27D+s4SL3dPXsPzz03a0s0ew/MZqV7UPe7D/eHK7VHnbsPysTfqmft+w/yvrNxHQh7D86z9iXbDzrPxTsv85NG+w/lZ1+UBcp7D8m/5O/e8frPyjS/ZyC/Os/XtkFg2tu7D9ihsYTQRzsP2xfQC/cOew/PITx07i37D+VKHtLOd/rP3Pbvkf9des/s874vrjU6z/KxK2CGOjrP9HLKJZbWus/gzEiUWjZ6z+cxCCwcmjsP9YcIJijx+w/c0urIXEP7D88E5oklhTsPwW/DTFec+s/Pq946pEG7D9f7L34oj3sP5YFE38U9es/dJmaBG9I7D8yx/KuekDsP+Fembfquus/OC140VeQ7D+HFAMkmkDtP/WFkPP+P+s/4Zumzw447D9oPudu18vrP8U4fxMKEew/5jxjX7Jx7D8gRgiPNo7rP+7of7kWres/SFD8GHNX7D+a7J+nAYPsPwfsavKUVes/glZgyOpW7D/iy0QRUjfsPytrm+JxUew/qBlSRfEq7D9EboYb8HnsP00R4PQuXuw/5fBJJxJM7D/HhJhLqjbrPwAce/ZcJuw/uLBuvDuy6z8pz7wcdl/rP453R8Zqc+s/huXPtwVL7T8B++jUlU/tP61sH/KWq+w/wTkjSnuD7D/rkJvhBvzrPzdxcr9D0es/G7luSnmt6z/aHr3hPvLrP7t7gO7LGew/f2399J+16z9NLsbAOo7rP00uxsA6jus/sf1kjA8z7D/WU6uvrgrsPwFPWrisQuw/wcb17/pM6z93Mc10r5PrP5HRAUnYt+s/Im3jT1S26z/27LlMTQLsPzY8vVKWIew/iGaeXFOg6z/kh0ojZnbrP5CiztxDQuw/BHKJIw9E7D/IeJRKeELsP2t/Z3v0Bu0/skrpmV5i6z80LhwIyQLrP8sw7gbRWuw/8u8zLhyI7D/5ZTBGJArsP+V+h6JAH+w/ieyDLAsm7D/Y8zXLZaPrPyzUmuYdp+w/EkpfCDlv7D9zLVqAttXsP7VU3o5wWuw/MPDce7jk6z/cErngDH7sP9lAuti0Uuw/u0T11sBW7D9qozodyHrrP8L4adyb3+s/VcA9z5+26j8SMpBnl+/rP3DSNCiaB+s/wQEtXcE26z+Sk4lbBTHrP/WCT3PyIuw/gLdAguJH7D/T3uALk6nrP+gTeZJ0Tew/+YOB597D6z+c+6vHfSvsP7Oarie6Luw/oOBiRQ2m6z+1/MBVnsDrP8SY9PdSeOw/OV/svfii6z+JQzaQLrbrP4Fc4sgDkew/3GJ+bmjK6z/O3hltVRLsP5XTnpJzYuw/TFMEOL0L7D+AfXTqyufrP4XNABdkS+w/XdxGA3gL7D+h20sao/XrP0G5bd+j/us/ou2Yuiu76z9ma32R0JbrPziCVIodDew/weWxZmQQ7D+hgy7h0NvrP+lF7X4V4Os/Mlab/1cd7D+VDWsqi8LrP32SO2wis+s/l8lwPJ8B7D8GL/oK0gzrPwq9/iQ+9+o/CVT/IJKh6z8KaY1BJ4TrP+7of7kWLes/mZ6wxAPK6z/kFB3J5b/rP53WbVD7res/m1lLAWl/7D8SSl8IOW/sP7wkzoqoCew/Er2MYrml7D995xcl6K/rP8xgjEgU2us/amgDsAER7D+fdCLBVLPsP1wea0YGOew/zLipgeZz7D8O3IE65VHsP7+6KlCLQew/AiuHFtlO7D8Wvr7WpUbsP/KWqx+bZOw/C+2cZoF26z+g3/dvXhzrPxoUzQNY5Os/cF8HzhnR6z/mPc40YXvrP9/DJcedUuw/cm9+w0QD7T8rweJw5lfsP1bxRuaRv+s/gjtQpzy67D8bE2IuqdrsP53VAntMpOw/ZqTeUznt6z/cKR2s/3PsP62lgLT/ges/SBlxAWgU7D85RNycSobrPzS6g9iZwus/VkRN9Pmo7D+d1JelnRrsPzVB1H0AUuw/UfUrnQ/P6z+0WIrkKwHsPwnGwaVjzus/e2mKAKf36j++afrsgGvsP10av/BKkus/10y+2ebG6z+u8ZnsnyfrP7StZp3xfes/dc3km21u7D+yKsJNRpXrP7Iqwk1Gles/2H+dmzZj7D+4VnvYCwXsP/89eO3Shus/U84Xey8+7D/HnGfsS7brP2glrfiGQus/8GlOXmSC7D9i26LMBhnsP3kHeNLCZew/Qgkzbf9K7D/AIr9+iA3sPxJsXP+uT+w/SiandoYp7D/GM2jon+DrP+vFUE60K+w/F7zoK0gz7D+4zOmymFjsP/W52or95eo/PBVwz/On6z9yUS0iiknrPzifOlYpPes/E0n0Morl6z/UQzS6g9jrP6c8uhEWles/vfvjvWpl7D+yEB0CR4LrP1dgyOpWT+w/MSQnE7eK6z8i41Eq4QnrP8HG9e/6TOs/zT6PUZ556z9hbCHIQYnrP8lWl1MC4us/QNr/AGvV7D+EnWLVIEzrPzXvOEVHcus/isdFtYio6z8uOIO/X0zsPx5QNuUK7+s/g02dR8X/6z8hPUUOETfsP0DdQIF3cuw/B7KeWn316z/t9e6P9yrsP5kNMsnIWew/csKE0azs6z/lmgKZncXrP4OkT6voj+s/QSrFjsYh7D8XKv9aXjnsP3FxVG6iFuw/bRyxFp8C7D9DPX0E/vDrPxEawcb17+s/a/C+Khcq7D9PXfksz4PrP3DQXn089Os/QGt+/KVF7D+zRdJu9LHrP+j1J/G5k+s/X5Z2ai636z/PhCaJJWXrP2owDcNHROs/YRvxZDcz7D9n74y2KgnsP8uD9BQ5xOs/0lJ5O8Jp7D8gQlw5e+frPyRkIM8u3+s/MC/APjr17D8OoyB4fHvsPwqd19glquw/QxoVONkG7T9ssHCS5o/rP34CKEaWTOw/MnctIR/06z8yWkdVE8TrP2A97lutE+w/ke9S6pLx6j9ZNQhzu5fsPxRf7SjOUes/zt2ul6aI6z/HYptUNNbrP/tA8s6hDOw/zLVoAdrW6z8uILQevkzrP0SKARJNoOo/24ZREDw+6z+ZEkn0MgrsP0/o9SfxOew/GT230JUI7D9tyD8ziA/sP529M9qqpOs/9lymJsGb6z9G71TAPc/sP3nm5bD7Duw/uaXVkLjH6z/goSjQJ/LrPyKrWz0nves/EheARunS6z8fZFkw8UfsP+fgmdAkses/aeOItfiU6z9rgxPRr63rP3OdRloqb+w/Ci5W1GCa6z95d2SsNv/rP/lkxXB1AOw/Rgw7jEl/7D9xkXu6uuPrP9QP6iKFsuw/+WhxxjCn7D9wCcA/pUrsPweVuI5xxew/2/y/6siR6z9FgNO7eL/rP3ZQiesY1+s/oYFYNnNI6z/bxMn9DsXrP/PkmgKZnew/DvRQ24bR6z/axwp+G2LrP5ENpItNK+w/WDfeHRmr7D/lDTDzHXzsP+sdboeGRew/XRd+cD716z8l5llJK77rP9Gy7h8L0es/nQ5kPbX66z+cUl4roTvsPz21+uqqwOs/N/5EZcOa7D+pZ0Eo7+PtP8CXwoNmV+0/mPijqDN37T+WCFT/IBLrP8CzPXrDfew/kZkLXB5r7D/RQZdw6C3sP3eeeM4WkOw/CeI8nMD06z9TzEHQ0SrsP6bR5GIMrOs/32xzY3rC6z9vL2mM1tHrP28vaYzW0es/XtpwWBr46z8+eO3ShkPsP3lzuFZ72Ow/eJlho6zf7D+mft5UpMLrP4iDhChfUOw/sMbZdARw7D+pFDsah/rrP0PIef8fJ+w/v4I0Y9F07D/rOel942vsPyZXsfhN4es/TpgwmpXt6z9xy0dS0sPrP+4+x0eLs+s/UbtfBfhu6z/E0sCPatjrP/0zg/jADuw/fcwHBDoT7D/W477VOvHrP7k2VIzzN+w/L+Blho0y7D8095DwvT/sP1nbFI+Lauw/RrOyfcjb6z8IAmTo2EHsP5KSHoZWJ+w/rB4wD5ny6z9nJhjONUzsP9vDXihgO+w//1peud626z9kA+li00rsP5lGk4sxMOw/WvENhc9W6z9HOC140dfrP8vZO6OtSuw/73IR34nZ6z+nPpC8cyjrPwTHZdzUQOs/V17yP/m76z+vCz84nzrrP8+HZwkyAuw/IeaSqu2m6z/ou1tZojPsP+i7W1miM+w/LZYi+Uog7D//kenQ6XnrPwkbnl4pS+s/95MxPsze6j/rAl5m2KjqPwZINIEilus/DamieJU16z/souiBj0HsP5WfVPt0vOw/2bJ8XYZ/7D+Mu0G0VjTsPzsYsU8Axes/UtMupplu6z/tSWBzDh7rP3RgOUIGcuw/nWSryykB7T8486s5QLDsP+LNGryvyuw/ODEkJxO37D8MW7OVl/zrP4eL3NPVHew/FW9kHvkD7D+BzqRN1T3sPzxO0ZFc/us/Kxcq/1re7D8aGk8EcR7sP2aEtwchoOs/zEI7p1mg6z8k0GBT59HrP9Hq5AzFnes/CACOPXuu7D8Ylj/fFqzsP69A9KRMauw/wqbOo+J/7D8dyHpq9dXrP78NMV7zqus/vw0xXvOq6z9YOEnzxzTsPw4WTtL8Mew/wVjfwORG7D8Pm8jMBa7rPxcQWg9fpus/XB5rRga56z/qQqz+CMPsP99OIsK/iOw/M0+uKZDZ7D8d5PVgUnzsP0XXhR+cz+s/1lWBWgye6z+ADB07qETrPyy69ZoeFOs/RDNPrikQ7D9iZwqd11jsP38w8Nx7OOw/j4mUZvM47D+JKZFELyPsP3px4qsdxes/beNPVDas6z86ysFsAozrP94FSgosgOs/r+lBQSla7D+G4o43+a3sPzVDqihe5ew/I6DCEaRS6z+xTSoaa3/rP7FNKhprf+s/nyEcs+xJ7D9xcVRuohbrP9wqiIGu/es/qyAGuvaF6z9k6q7sgsHrP6r0E85uLew/gBDJkGNr6z9Yx/FDpRHtP2ZPAptzcOs/DD1i9NzC6z99rrZif1nrP7KeWn11Vew/Bwjm6PF77D+8lLpkHKPsP/yJyoY1les/jdMQVfiz6z8sRIfAkUDrP86I0t7gi+s/0c/U6xaB6z+qCg3EshnsP5J6T+W0J+w/dH6K48Cr7D/+ZffkYaHsP+F+wAMDiOw/wmwCDMuf6z+Bd/Lpsa3rP0fku5S6ZOw/YroQqz9C6z+PqFDdXHzrPxvaAGxAhOs/LLe0GhJ37D90llmEYqvsPxowSPq0Cuw/K061FmYh7D/o2EElrmPsP7+36c9+pOw/ML39uWjI6z9f7L34oj3sPyrJOhxdpes/ByY3iqy16z+/f/PixFfsP6voD808ues/f0xr09he7D8o0v2cgnzsP1BVoYFYNuw/v+5054ln7D9FSx5Pyw/sP/ZhvVErzOs/obyPozky7D+CcXDpmHPsP54JTRJLSuw/l8gFZ/D36z/C3y9mS9brPy3qk9xhE+s/WoRiK2ha6z+PUZ55OWzrPy0/cJUnEOs/02pI3GNp7T/zOuKQDSTsP1+X4T/dwOs/H5+Qnbcx7D+Dhv4JLlbsPx4YQPhQIuw/L75ojxdS7D8APKJCdXPsP6sjRzoDI+w/5lq0AG0r7D99dsB1xYzsP1h1VgvsMew/0ZMyqaEN7D8CYhIu5BHsP2XequtQTew/XqCkwAIY6z/xD1t6NFXrPx5Pyw9c5es/IJkOnZ536z8x0SAFT6HrP9i2KLNBJuw/P3RBfcsc7D/JWdjTDn/rPy9szVZe8us/B5YjZCDP6z8onrMFhNbrPyyBlNi1Pew/kuumlNfK6z/DYtS19j7sP/ILryR5ruw/NpTai2i77D9maafmcoPsPwAfvHZpw+w/l3X/WIgO7D+wA+eMKO3rP9KOG3433es/Yr1RK0zf6z/u7ZbkgF3rP6t4I/PIH+w/vmvQl97+6z8A/b5/8+LqP+PhPQeWo+s/aAbxgR3/6z8GE38UdebrP7bY7bPKTOw/bHnletvM6z/8/PfgtUvsP/D6zFmfcuw/XDgQkgVM6z8rMGR1q2fsP/sFu2HbIuw/vady2lNy7D+XcOgtHl7sP0BOmDCalew/rHMMyF5v7D/Jcad0sH7sP+XtCKcFr+w/fIDuy5lt7D9DAkaXNwfsP/rwLEFGQOw/Ja5jXHHx6z+9OseA7PXrP8b3xaUq7es/Y3rCEg+o6z+POGQD6WLsP0+Q2O4eIOw/xLKZQ1KL6j8dWfllMMbrP5UrvMtFfOs/YHXkSGfg6z/ZP08DBknsPw1TW+ogr+w/61T5npGI7D85YcJoVjbsP4c2ABsQoes/5e5zfLS47D98KTxodt3sP2wFTUusDOw/PDHrxVDO6z93ZoLhXEPsP5UsJ6H0hew/ZqIIqdtZ7D9gr7DgfkDsP1UxlX7CWew/3Xu45LhT7D+DFDyFXCnsP4rIsIo3sus/8GlOXmSC6z97uyU5YFfsP82ueysSk+s/rOKNzCN/6z8hWcAEbl3sP3R5c7hW++s/0y6mme517D9LVkW4yajrP0USvYxiues/WB8PfXcr7D9L6C6JsyLsPyjS/ZyCfOs/gGCOHr+36z8DsWzmkNTrP5sCmZ1F7+s/3uhjPiBQ7D8Np8zNN6LsP1+zXDY6Z+w/iV+xhotc6z/9+iE2WLjrP2iu00hL5es/S1rxDYVP7D8xfa8hOK7rP+c5It+lVOs/1EZ1OpD16z/vchHfiVnrP6/NxkrMs+s/rd7hdmhY6z9AijpzDwntPzTz5JoCmew/zcth9x3D7D/NzqJ3KmDsP6Gd0yzQbuw/28GIfQKo7D81QGmoUcjrP4IC7+TT4+s/uoWuRKD66z9eZAJ+jSTsP8WNW8zPjes/LPNWXYdq7D/SOqqaIGrsP4IclDDTduw/EhH+RdAY7D9SuvQvSeXrP7VrQlpjUOw/yNKHLqjv6z/7rZ0oCQntP6Je8GlOXus/gXozar7K6z8s1JrmHafrPwfPhCaJpes/vaqzWmCP6z/FBDV8C2vrP3lYqDXNu+0/yuAoeXWO7T8mqyLcZFTrP/YNTG4UWes/S+oENBG26z9r9GqA0lDsP9I0KJoHsOo/0jQomgew6j82eF+VCxXrP3EBaJQufes/f/YjRWRY6z9Wtg95y1XrP3nm5bD7Dus/PwJ/+Plv7D9pp+ZygyHsP9OkFHR7yes/26fjMQOV7D+NtiqJ7IPsPwJhp1g1iOs/MswJ2uTw6z8PY9LfS+HsP7TMIhRbQew/rmTHRiDe6z/rVWR0QBLsPxQ/xty1BOw/3NlXHqQn7D/O4VrtYS/sPx3Iemr1Ves/y0qTUtBt6z9Lkuf6PhzrP4AnLVxWYes/8l8gCJAh6z9eZ0P+mUHrP7kZbsDnB+w/PiXnxB5a7D/MYmLzcW3sP9P58CxBRuw/r7X3qSq06z+fBaG8j6PrP9EeL6TDw+s/0XR2MjjK7D9x58JIL2rrP4Qu4dBbPOw/GlOwxtn06z8aU7DG2fTrP4Jvmj47YOs/jdE6qpqg6z8kD0QWaeLsP5m8AWa+A+0/qdkDrcAQ7T/bh7zl6sfrP8tMaf0tges/q5LIPsgy6z9TP28qUmHsP/rQBfUt8+w/jBNf7ShO7D/eHK7VHnbrP+nxe5v+7Os/9lymJsEb7D/XUGovom3rPyAnTBjNyus/TMPwETEl6z/T2cngKHnrPwsL7gc8MOw/HCYapOAp7D+gxOdOsH/sP1YL7DGRUuw/bJOKxtrf7D8jERrBxnXsP0Xaxp+o7Os/hc/WwcFe7D8PC7WmeUfsPzlkA+liU+w/uhRXlX1X7D8eiZenc8XsP/5/nDBhtOw/ntLB+j+H7D8OEqJ8QQvsPxVXlX1XhOs/2lTdI5sr7D81lrA2xk7sP6jlB67yhOw/U5EKYwvB7D8+sOO/QJDsP7Mj1Xd+0es/pwaaz7lb6z8yyjMvh93rPxBZpIl3AOw/gsgiTbyD6z9EUDV6NcDrP2UZ4lgXt+s/eev822U/7D+tNCkF3d7rP37lQXqKHOw/LIL/rWTH6z+BlUOLbOfrPyVYHM78auw/QbYsX5dh7D9J2/gTlY3sP2GJB5RNues/GTxM++b+6z8fZ5qw/eTrP2+3JAfs6us/sHQ+PEsQ7D/Ughd9BenrP+brMvynG+w/bOnRVE9m6z9RLo1feKXrPyPb+X5qvOs/bVM8LqrF7D+8z/HR4gztP0ZB8Pj2Lu0/+1dWmpQC7T8SLuQR3MjsP1CMLJlj+ew/xqNUwhP67D+OPXsuUxPtP4C21awzvuw/5bfoZKl16z/7WwLwTynsP8obYOY7eOs/cAZ/v5it6z/h0cYRa3HsP0UsYthhTOw/xqNUwhP66z+1UDI5tbPsP6/rF+yGbew/T3gJTn0g7D8PtW0YBUHsP3VZTGw+rus/hzYAGxAh7D/e5LfoZCnsP19GsdzS6us/D4C4q1eR6z++hXXj3ZHrP/8EFytqsOs/vJaQD3q26z+FzQAXZMvrPzBLOzWXG+w/qkTZW8r56j/AstKkFPTrPyWyD7IsGOw/NQwfEVMi7D+5bd+j/vrrP2Zs6GZ/oOw/Pl3dsdim7D9eMLjmjv7rP09ZTdcT3es/T1lN1xPd6z8udCUC1b/rPyO/fogNlus/vTYbKzFP6z8ZBFYOLbLrP6zKviuC/+s/IojzcALT6z8tXiwMkVPrP0f/y7Voges/GckeoWZI7D+sxacAGE/sP4SezarPVew/+RG/Yg2X7D9FveDTnDzrP2ST/Ihfses/Tg00n3O36z8f2scKfhvsP63aNSGtses/on+CixU17D/G20qvzUbsP0oLl1XYDOw/QxoVONmG6z/Ztb3dkhztPy2Xjc75qew/PGh23VuR6z/8NO7Nb5jsP3L4pBMJpuw/6Ih8l1KX7D88LT9wlafsPxMLfEW3Xuw/vrwA++hU7D/U8gNXeQLtP8O68e7I2Ow/lIRE2sYf7T94eqUsQxztPwMkmkARi+w/58Qe2seK6z+OdAZGXlbrP/MDV3kCYes/fJ3Ul6Ud7D/lRpG1hlLsP11PdF34Qes/ZapgVFIn6z+RKLSs+8fsPzz1SIPbWu0/W7VrQlpj7D/sFRbcD3jsP11wBn+/GOw/6WSp9X4j7T9JSQ9Dq5PsP3nMQGX8++w/Sbw8nSvK7D9HH/MBgc7sP+Y+OQoQhew/EeM1r+qs6z/mstE5P0XsP5OnrKbries/86/llevt6z9f61Ij9LPrPyY6yyxCMew/KZgxBWuc6z/J5NTOMLXrPwHChxIt+es/iujX1k//6z/yfAbUm1HsP5oF2h1SDOw/gQabOo8K7D/hXS7iOzHsPxFV+DO8Wew/y74rgv8t7D9sQlpj0InrP9VamIV2Tuw/1uWUgJiE6z/W5ZSAmITrP2bc1EDzOes/FqHYCpoW7T+pTDEHQcfrP91hE5m5wOw/Tn6LTpba7D9hVb38ThPrPzi/YaJBCu0/wOrIkc7A6z9CXDl7Z7TrP5+wxAPKpus/i3H+JhSi6z+CHmrbMIrsP6CIRQw7jOw/P6w3aoVp7D9pOGVuvhHsPzfdskP8Q+s/MXvZdtoa7T/vAiUFFsDrP/q19dN/1us/UwPN59zt6z+z0w/qIgXsP0VKs3kcBuw/93KfHAUI7D/qdvaVB2nsP2rf3F89buw/34yar5IP7D8VH5+QnTfsP/eTMT7MXuw/JCcTtwri6z+x3NJqSFzsP3MrhNVYwus/3SVxVkTN6z8zxRwEHa3rP71TAfc8/+s/zGPNyCB37D9pO6buyi7sP5cDPdS2Yew/KcsQx7q47D8guMoTCLvsP+PdkbHafOw/RZ4kXTN57D/lszwP7k7sP+c3TDRIwew/XyhgOxix6z9UOe0pOafrP7U1IhgHF+w/1VktsMfE6z9WKNL9nILrPyBCXDl7Z+s/RIXq5uLv6z+vWwTG+obrP9rIdVPK6+s/aLEUyVcC7D9vLCgMyrTrP32TpkHRvOs/soLfhhiv6z9Xem02VuLrP/Widr8KcOs/6pWyDHGs7D+H30237BDtP5w0DYrmgew/iQj/ImjM6j/Q7pBigETrP++oMSHmkus/IXh8e9cg7D/76NSVz3LsP8aH2cu20+s/4C9mS1ZF7D9szVZe8j/rPwmnBS/6ius/zQLtDimG6z8Xm1YKgdzrP+AsJctJKOw/ba0vEtpy7D9eud42UyHsP4MT0a+tH+0/9WOT/Ijf7D/M7snDQq3sP0OrkzMUd+w/CVIpdjSO7D//69y0GafsP1eyYyMQr+w/QZscPunE6z8DCvX0EXjrP4ld29styes/PgYrTrUW7D+kOEcdHVfsPzm0yHa+H+w/DFcHQNxV7D+DoQ4r3PLrP1rW/WMhuus/ZRpNLsbA6z8hWFUvv1PrP5Za7zfa8es/JA1uawvP6z+wHvet1gnsP379EBssnOs/ZLK4/8h07D97Lei9MYTrP1rz4y8t6uw/1A/qIoWy7D/nqKPjamTsP0+tvroq0Os/jWDj+nd97D8RUrezr7zsP1IP0egOYuw/g7709uci7D8Ja2PshJfsPxU3bjE/t+w/81meB3dn7D8V5j3ONGHsP18IOe//Y+s/Mv/omzQN7D/knq7uWOzrP8vZO6Otyus/asGLvoI07D+hndMs0G7rP4ocIm5Opes/NxjqsMIt7D9sCfmgZzPrPyEdHsL4aew/mGiQgqcQ7D/44SAhyhfsP1yQLcvXZew/TwXc8/xp7D9wlScQdgrsP34bYrzm1es/Bmfw94vZ6z/Nj7+0qM/rPzQSoRFs3Os/FvpgGRs67D+CVmDI6lbsPznSGRh5We0/L6UuGcdI7T+536Eo0KfsPz1/2qhOh+w/bywoDMq07D/XMhmO57PsP1ZhM8AFWes/rkfhehSu6z8tIorJG+DrP+LIA5FFGuw/8RKc+kDy6z/dJtwr89brPzI7i96pgOw/F0UPfAzW6z9RvMrapvjrP7YTJSGRtus/tcGJ6NfW6z+afLPNjenrP28O12oP++w/+U1hpYIK7T8GK061FmbsP91hE5m5QOw/lNxhE5k57D//z2G+vIDsPyfbwB2o0+w/7PZZZaY06z+im/2BctvrP/K0/MBVHuw/X16AfXTq6z/9Ma1NY3vsP8GLvoI04+s/5zqNtFTe6z9f61Ij9DPsP94AM9/BT+w/76oHzEMm7D8P0H05s93sP0TdByC1iew/eomxTL/E6z+4dMx5xr7rP/6arFEPUes/Mc9KWvGN6z+4lPPF3ovsP808uaZA5uw/xvgwe9n27D9SYWwhyMHrP8i0No3tNew/LGLYYUz67D/AXmHB/QDsP3uH26FhMew/jNtoAG8B6z/ex9EcWXnrPy2Xjc75qes/wOszZ33K6z8CYhIu5BHsP8kfDDz3nus/ONpxw++m7D8PRuwTQDHsP9I5P8VxYOw/dt8xPPYz7D9ENLqD2JnrP1wea0YGOew//WoOEMzR7D8pXfqXpLLrP1PQ7SWN0es/uK0tPC+V7D+3nEtxVVnsP11vm6kQD+w/NfEO8KSF6z+5VKUtrvHsP8MRpFLsaOw/X9ODglK06z8ZVBuciH7sP12LFqBtNew/elImNbQB7D8v3/qw3ijsP31cGyrG+eo/iZl9HqM87D8apyGq8OfrPwiqRq8GKOw/WvW52or96z8fDhKifEHsPz48S5ARUOw/NEjBU8iV7D+TOgFNhI3rP3iazHhbaew/djI4Sl6d7D9zu5f75CjtP7UaEvdY+uw/5YBdTZ4y7T/Jqgg3GdXsP2DI6lbPSew/XYqryr6r7D8mcsEZ/H3sP9klqrcGtus//Wt55Xrb6z+uKZDZWXTrP/+WAPxTquw/VTGVfsLZ7D/Ca5c2HJbrP9BhvrwAe+s/qmBUUicg7T+I1R9hGLDrP80Ew7mGmew/MWDJVSz+6z/Qe2MIAA7sP3aNlgM91Os/v9cQHJfx7D/AXfbrTnfrPwnE6/oFu+w/ajS5GAPr6j/gDtQpj+7rP8ITev1JfOs/lgoqqn6l6z+6h4Tv/Q3sP1Dj3vyGCew/huRk4lbB7D/kZyPXTSnrP77bvHFSGOw/Wtb9YyE66z+t26D2W7vsP7qe6Lrwg+s/KAzKNJrc7D+QMuIC0KjsP/kUAOMZtOw/vXMoQ1VM7D8LRiV1AprrP1RweEFEauw/MshdhClK6z9IGAYsuYrsP+eO/pdrUew/aw97oYBt7D8eb/JbdDLsP4LJjSJrDew/0uEhjJ/G6z+KdD+nID/rP1fNc0S+y+s/u5unOuTm6z+7m6c65ObrPw/R6A5i5+s/w2Fp4Ec17D/Meca+ZGPrP/MEwk6xaus/QIS4cvZO6z9kr3d/vNfsP5wZ/Wg45ew/rI4c6QwM6z88g4b+Ca7rP7RWtDnO7ew/SwFp/wOs6z9p/pjWprHrP43ttaD3Rus/OEnzx7S26z8mi/uPTAfsP/rt68A5o+s/071O6stS7D9uUtFY+7vrPw3hmGVPAuw/6dMq+kOz6z+f508b1WnrPwt9sIwNXew/CryTT49t7D+oqWVrfRHsP06bcRqiCuw/gAwdO6hE7D+NYU7QJgfsP7Mo7KLoges/smSO5V116z/FWKZfIt7sP/UrnQ/Pkuw/ymsldJdE7D8mGw+22O3sP0RrRZvj3Os/6bZELjiD6z8qx2Rx/xHsPz6Skh6GVus/JnLBGfx96z9hNgGG5U/sPwAd5ssLsOs/GAeXjjnP6z/8AKQ2cfLrPx/zAYHOJOw/4Xmp2JhX7D+SzVXzHJHrPwQ6kzZVd+w/RDNPrikQ7D93ZKw2/6/rP//sR4rIMOw/xjapaKz96z+xFwrYDkbsP5W6ZBwj2es/llmEYivo6z/owd1Zu+3rPzpa1ZKOcuw/UFWhgVi26z9St7OvPMjrPwX9hR4x+us/ou4DkNrE6z94KXXJOMbrP5QxPsxetus/Z0P+mUF86z/IQQkzbf/rP6t14nK8Auw/L6NYbmk17D+mRBK9jOLrPwcKvJNPj+s/+WUwRiSK6z9bIhecwV/tPw2K5gEscuw/bCOe7GZG6z8ydOygEtfqP5eMYyR7BOs/l4xjJHsE6z86yVaXU4LrP1bWNsXjous/chQgCmbM6z9VaYtrfKbrPwqfrYODves/zv+rjhxp7D/20hQBTm/sP0Os/gjDAOw/jup0IOup7D842JsYkpPsP2ub4nFRLew/JA7ZQLrY6z/iBKbTuo3rP3rFU480uOs/mgmGcw0z6z80EqERbNzrP4nS3uALE+w/0sWmlUIg7D9PsWoQ5vbrP0xV2uIaH+w/GonQCDYu7D/H1ciutAzsP2gfK/htCOw/7BhXXByV6z/aOc0C7Q7sP5ZZhGIr6Oo/4j0HliPk6z/fisQENfzrP4KrPIGw0+s/glZgyOpW6z/URQpl4evrPwagUbr0L+s/SfdzCvKz7D/sEtVbA9vrP2QGKuPf5+s/qaCi6le67D8gs7PonQrtP7dDw2LUNe0/AaYMHNBS7D+NuAA0SpfrPzoIOlrVkus/KZZbWg2J6z/44ov2eKHrP/buj/eqFew/deeJ52yB6z/UfmsnSkLsP/Ls8q0Pa+s/2BGHbCBd6z+3Q8Ni1LXsP6uVCb/UT+w/PGu3XWgu7D/ZmULnNXbsP2zu6H+5luw/IQa69gX07D93SDFAoonsP6a6gJcZtus/6rKY2Hzc6z8iMxe4PFbsP5Lp0Ol5t+s/qaROQBNh7D9fQgWHF8TsP19CBYcXxOw/b2dfeZAe7D8R4PQu3o/sP0fJq3MMyOw/XyUfuwsU7D+ULv1LUhnsPz/lmCzuP+w/s3kcBvNX7D9bsFQX8LLsPw3eV+VC5ew/sg+yLJj47D+xa3u7JTntP2wjnuxmRu0/CXHl7J1R7T8MrU7OUFzsP4nsgywLJuw/b9kh/mHL6j9UH0jeOZTsP4Yb8PlhhOs/Drxa7swE7D8YRKSmXUzsP7FqEOZ2L+s/v/OLEvSX7D+wrZ/+s+bsP4XtJ2N8GO0/AfinVIky7D8nZyjueBPsP3RDU3b6wes/Xw1QGmoU7D9fDVAaahTsP05FKowthOs/rmUyHM9n7D96yJQPQdXrP+HP8GYN3us/GJXUCWgi7D9G0JhJ1AvsPzTbFfpgGew/uJTzxd4L7D9NEHUfgFTsP/je36C9eus/iSmRRC8j7D8W+fVDbLDsP+22C811mus/nuv7cJCQ6z+pwTQMHxHsPwT+8PPfA+w/wQKYMnBA7D/RP8HFihrsP39LAP4pVes/J/Vlaafm6z/Y0qOpnkzsPzKuuDgqt+s/PDCA8KFE7D82qz5XW7HsP0K0VrQ5Tuw/PXyZKEJq7D+piNNJtjrsP1vR5ji3Cew/aVVLOspB7D/VWpiFdk7sPz0P7s7abew/Ht5zYDlC7D/8brplh/jrP/cA3ZczW+s/bZBJRs7C6z8mbarukc3sPxdnDHOCtus/qOMxA5Xx6z9ZEwt8RTfsPx2u1R72Quw/+fauQV967D/mO/iJA2jrP1OynITSl+s/BP7w898D7D8EHEKVmr3sP+3Vx0Pf3ew/W11OCYhJ6z/OxHQhVn/sPy2Xjc75Kew/7gc8MIBw7D+ismFNZVHrP6zlzkwwnOw/Kld4l4t46z9BguLHmDvsP5scPulEguw/Ad2XM9uV6z+f5Xlwd1bsPz22ZcBZSuw/DtlAuti07D/WAntMpLTsP34dOGdEaew/aJWZ0vpb6z/4VE57Sk7rP4Rjlj0JbOw/E0ceiCxS7D8EqRQ7GofrP6TEru3tlus/oWgewCK/6z9Xem02VuLrPzvhJTj1Aew/gO82b5yU6z8aUdobfGHrP0ZFnE6yVew/n3b4a7JG7D8ZOnZQiWvrP7yVJTrLrOs/bsK9Mm9V6z+TOgFNhI3rP/YINUOqKOw/MpOoF3ya6z/wFHKlngXsP6AYWTLH8us/0o4bfjdd6z8naJPDJ53rP6N06V+SSuw/o3TpX5JK7D+cbAN3oM7rP77ArFCke+s/i6Td6GO+6z9tADYgQtzrP9UFvMyw0es/mWclrfiG7D/LuRRXlX3sP5BoAkUs4us/Qni0ccRa6z9A+bt31JjrP3aMKy6Oyus/VOOlm8Qg7T/gDtQpj+7sP8jShy6o7+w/uoJtxJNd7D++2HvxRXvsPw/SU+QQ8es/inJp/MIr7D8DJJpAEQvsP8SxLm6jAew/AyZw626e6z9ftMcL6fDrP556pMFt7es/V9C0xMro6z8sYthhTPrrP/7yyYrh6us/W311VaCW6z8FwePbu4brP/QWD+85sOw/647FNqno6z990LNZ9TnsP1K3s688SOw/xM9/D1477D8Rxk/j3vzrP3zvb9Be/es/+x711yus6z+rXKj8a3nrP1BtcCL6New/PiE7b2Mz7D858Gq5MxPsPw9+4gD6/es/1NSytb5I6z8v+Z/83bvsP+rnTUUqjOw/Dr3Fw3uO7D9TkQpjC0HsP5htp60RQew//z147dIG7D9SuvQvSeXrP5SGGoUkM+w/w7rx7sjY6z9ApUqUvaXsPx78xAH0e+w/N1X3yOaq7D+KWS+GciLsP9hit88qM+w/PZzAdFo37D9BR6ta0tHsPwnekEYFTuw/+daH9UYt7D+oqzsW26TrP+YEbXL4pOs/4les4SJ36z+MhSFy+nrrPxmp91ROe+s/JNHLKJZb6z//HydMGM3rPwD9vn/z4us/gZNt4A7U6z/gSKDBpk7sP54I4jycQOw/R8hAnl0+7D97gsR294DrP3+FzJVBtes/bcoV3uUi7D9fzmxX6APsP0jcY+lDl+s/rP4Iw4Cl6z/tm/urx33sP/rwLEFGQOs/chk3NdD86z9o6J/gYsXrP15ortNIS+w/X3mQniKH7D+HFtnO91PsP6UQyCWOPOw/IVnABG5d6z9GJuDXSBLrPyBe1y/Yjes/7+TTY1sG7D91jgHZ613sP8CTFi6rMOw/+S6lLhnH6z+esS/ZeLDrP0d1OpD1VOs/MPSI0XOL6z8yryMO2UDrP950yw7xj+s/B+3Vx0Nf6z9+jSRBuILrP7ExryMOWes/Ub8LW7OV6z8MOiF00KXrP57RViWR/es/TifZ6nJK6z9ZUBiUabTrP5bOh2cJsus/ECBDxw6q6z/9oZkn15TrP0p5rYTukus/VWthFtq56z9PO/w1WSPrP8sw7gbR2us/svFgi92+7D9XQQx07QvrP9IA3gIJius/GLK61XPS6z8gYK3aNSHsP0RMiSR6mes/wAZEiCtn6z8wTKYKRiXsP8NjP4ulSOs/xjU+k/1z6z+7Y7FNKprqP0UpIVhVL+s/pibBG9Io6z8GZoUi3c/rP/DeUWNCTOw/tw2jIHh87D+r7Sb4pmnsP+fCSC9qd+w/ltHI5xXP6z84Z0Rpb3DrP5rpXif1Zes/zCVV201w6z/MJVXbTXDrP+vJ/KNvUus/AtaqXRNS7D+wNzEkJxPsP0kRGVbxRuw/4syv5gDB6z/6Yu/FF+3rP/rt68A5o+w/PXyZKEJq7D8nMQisHFrrP/dY+tAFdes//n4xW7Iq7D88M8FwruHsP/qcu10vTew/H54lyAio6z+H26FhMerrPyyC/61kR+w/bxKDwMoh7D/Nd/ATB1DsP56Xio15Hew/QwBw7Nlz7D8FFytqMI3sP56ymq4nOuw/8BMH0O/76z/NPLmmQObsP7RXHw99d+s/srlqniNy7D8RpiiXxi/sP4Dyd++oses/TFMEOL0L7D/zrQ/rjVrsPySX/5B+e+s/SpUoe0u56z80EwznGmbrP1N3ZRcMLuw/LNMvEW8d7D+JeOv82+XrP6Pmq+Rj9+s/b4Pab+3E6z+JsreU88XrPyGSIcfWs+w/M9/BTxxA7D/RdHYyOMrrP27b96i/3us/OdGuQspP7D/irIia6HPrP3hBRGraRew/llzF4jcF7D+XPJ6WH7jrPz7MXradNus/COi+nNku7D/1aRX9oRnsP8x/SL99Hew/H4DUJk5u6z9E+BdBY6bsP+6vHvetVuw/BVJi1/Z27D8TukvirAjsPwaDa+7o/+o/dSFWf4Rh6z82OuenOA7rP2DkZU0s8Oo/CcTr+gU76z9Vo1cDlIbrP+rOE8/ZAuw/7+GS405p7D+WIvlKICXsP8bE5uPa0Os/mus00lL56z8AVHHjFnPrP6qAe54/7es/PIidKXTe6z+D3EWYolzsP/ZCAdvBiOs/H0sfuqC+6z9W1jbF46LrPypTzEHQ0es/mu0KfbAM7D+R71LqkvHrP1PnUfF/x+s/L0/nilLC7D+Z8bbSa7PsPz/h7NYymes/a9PYXgv66z+WeEDZlKvrPwIQd/Uqsus/YcJoVraP7D//QSRDjq3sPz4g0Jm0Kew/ZhAf2PFf7D/9aDhlbr7rP3S2gNB6+Os/QURq2sU06z9rDhDM0WPsPyxn74y2Kuw/jzhkA+ni6z+LbOf7qfHrP13fh4OEqOs/CmXh62td6z8QPSmTGtrrP/fpeMxA5es/51JcVfbd6z+loxzMJsDrP48aE2Iuqes/oWmJldFI7D8gCJChYwfsP5dzKa4q++s/MuNtpdfm6z9znUZaKm/rP9L/ci1aAO0/N23GaYgq7T+BlUOLbOfsP7aF56Vi4+w/Rj8aTpkb7D8Og/krZK7sPybD8XwGVOw/7MIPzqcO6z/CS3DqA8nrP3FV2XdFcOw/TwRxHk5g6z9SX5Z2ai7sP1YsflNYKew/Goo73uS37D9Qb0bNV8nsP+lJmdTQBu0/F4IclDDT7D+hTQ6fdKLrP39rJ0pCouw/FJM3wMx37D/+t5IdG4HsP+0MU1vqoOw/fCdmvRjK6z+XqUnwhrTrP/SG+8ityew/IeS8/4+T7D/W5v9VR47sP8Do8uZwrew/3GgAb4EE7D8O2xZlNkjsP67X9KCgFOw//wbt1cfD6z//Bu3Vx8PrP+I6xhUXR+w/pI0j1uJT6z8OoUrNHmjsPxtl/WZiuus/ByXMtP2r6z+H26FhMerrP/yrx32r9es/xmmIKvwZ7D9Dy7p/LETsP47MI38w8Os/aJHtfD+16z9uwOeHEULsPyEgX0IFh+s/5wEs8uuH6z/FjVvMz43rP1YMVwdA3Os/oFT7dDzm6z/ohNBBl3DsP/2+f/PixOw/yTocXaU77D+TGtoAbMDrP9nts8pM6es/Z33KMVnc6z9+N92yQ3ztP8XkDTDzne0/Dat4I/NI7T85Drxa7kztP/Wc9L7xNe0/5QtaSMDo7D8zVMVU+onrP6vpeqLrwus/36eq0ECs6z+Jm1PJANDrPzGzz2OU5+s/6zU9KCjF6z+gpSvYRrzrP/pgGRu62es/8zrikA2k7D9JEoQroNDsP3/d6c4Tz+w/EFg5tMj26z/h8IKI1DTsP5VHN8Kiouw/O3DOiNLe6z8yWkdVE0TsPxUZHZCEfew/o1cDlIaa6z/fT42XbpLsP0iKyLCKt+w/9bpFYKzv6z8YzF8hc2XsP6u0xTU+k+w/2Vw1zxF57D+HM7+aA4TrPyhiEcMOY+s/XWvvU1Vo7D8yWHGqtTDsP94hxQCJJuw/+n3/5sUJ7D+JXdvbLUnsP1OxMa8jjuw/Z7Yr9MGy6z8v98lRgKjrP4dtizIb5Os/RG/x8J4D7D8vaverAN/rP0UNpmH4COw/GLK61XPS6z8mNEksKXfrP8KlY84zdus/GhpPBHGe6z9Yy52ZYLjrP5BlwcQfxes/E5z6QPJO6z9Uck7sof3sP8I0DB8R0+w/yVUsflPY6z91eAjjp/HrP4drtYe90Ow/ym5m9KNh7D/Kbmb0o2HsPzD2XnzRHuw/CvSJPEm66z9XPWAeMmXsP0Os/gjDgOs/zqYjgJtF6z83GsBbIMHqPxf03hgCAO0/FHZR9MBH7T++pZwv9t7sP0IHXcKht+s/86/llevt6z/o2EElruPrP3rE6LmFrus/vvkNEw3S6z8rvTYbKzHsP9+pgHueP+w/liU6yyxC7D8BTYQNTy/rP5NS0O0ljes/9WbUfJX86z83T3XIzXDrP0W4yagyjOs/rvTabKxE6z+BlUOLbGfrP8udmWA4V+w//rYnSGx36z8wnGuYoXHsP7H7juGxn+s/It+l1CXj6j+7JqQ1Bh3sP7IPsiyYeOw/SMMpc/ON6z+p3EQtzS3rP/4rK01KQew/8ExoklhS7D8vNq0UArnsPzQTDOcaZus/XAGFevqI6z98YTJVMKrsP9WRI52Bkew/y2jk84qn6z8EjZlEveDrP3Fyv0NRIOs/hh3GpL8X6z+qfToeM9DrPwpJZvUON+s/E2QEVDiC7D+y2CYVjbXsP4+JlGbzuOs/OpUMAFXc6z/GpwAYzyDsPxnjw+xlW+w//5Hp0On56z/YvKqzWuDrP7aCpiVWxus/rYcvE0XI6z83UOCdfHrrP/sHkQw5tus/QPhQoiUP7D+mZDkJpS/sP21zY3rCkuw/mWIOgo7W7D8nv0UnSy3sP2gIxyx7Euw/aAjHLHsS7D/zzMth953sP8eePZepyes/DkqYaftX6z93u16aIkDsP8MRpFLsaOs/XFZhM8CF7D/yCdl5GxvsP0pDjUKS2es/jUY+r3hq7D9zTBb3HxnsP5F9kGXBROw/a0Wb49wm7D9rRZvj3CbsP6w5QDBHD+0/Ul+Wdmou7D/3WtB7YwjsPwspP6n26ew/IGKDhZO07D+1bRgFwWPsP6SLTSuFwOw/A9L+B1gr7D9cy2Q4ns/rP5PGaB1VTew/Y3/ZPXnY6z9Ke4MvTKbsP4e/JmvUw+w/e/mdJjNe7D9stBzoobbrP4at2cpLfus/f/j578Fr6z85tMh2vp/rP/PoRlhUROw/uOaO/pdr7D8504TtJ+PrP8jrwaT4+Os/ZW6+Ed0z7D8yychZ2FPsP/4Mb9bg/es/VU0QdR+A7D/vA5DaxEnsP+7of7kWrew/pb3BFybT6z8wZktWRbjrP6n1fqMdN+w/PBVwz/Mn7D/lDTDzHfzrP8A/pUqUves//b/qyJHO6z8+l6lJ8AbsP/BMaJJYUus/2WDhJM0f7D8uAfinVAnsPyO8PQgB+es/+x711yss7D8jMUEN38LrP35yFCAKZuw/MGghAaNL7D/68gLso1PsP7wkzoqoCew/8BXdek0P7D9S8uocAzLrPyIZcmw9Q+s/OxqH+l1Y6z8c746M1ebrP7GGi9zT1es/tOOG30037D8Bpgwc0FLrPztT6LzGLu0/wAmFCDgE7T+z6nO1FfvsP7VQMjm1s+w/sCDNWDSd7D9zu5f75KjsP8A9z582quw/a5kMx/OZ7D+vRKD6BxHrPznv/+OEies/urw5XKs96z84FD5bB4frPz+O5sjKr+s/BYnt7gG66z96VWe1wB7rP3QJh97i4eo/vcXDew6s6z+nWguz0M7rP9lAuti0Uuw/roBCPX0E7D/AJmvUQ7TrP5bpl4i3zuw/54pSQrAq7D+nWaDdIUXsPxIvT+eKUuw/+gj84ee/6z9R2bCmsijsP0dWfhmMEew/Yr68APvo6z9FgNO7eD/sP+vE5XgFIuw/v7hUpS2u7D+T/8nfvaPrPwWIghlTMOw/Q3HHm/wW7D9HVRNE3QfsPxVypZ4Foes/YOl8eJag6z9RTx+BP/zrP0TEzalkAOw/PE7RkVz+6z+ZgjXOpiPrP6IpO/2gLus/u/HuyFht6z+d2a7QB0vrP8WOxqF+l+w/cVmFzQCX7D90CvKzkevqP2MLQQ5KmOo/cY+lD13Q6z8IO8WqQZjsPxo1XyUfu+w/y7xV16Ea7D9kdEAS9u3rP0lm9Q63Q+w/IjZYOElz6z+FQ2/x8B7sPzlGskeomes/eTvCacEL7D8hO29jsyPsP82RlV8GY+s/3rBtUWaD6z8LKqp+pXPrP6admssNhus/SWdg5GXN6z/Yg0nx8YnrP6sGYW73cuw/dSFWf4Rh7D+VDWsqi0LrP9eIYBxcuus/U1ipoKJq6z9gWP58W7DrP6nAyTZwh+w/BMk7hzJU7T9cVfZdEfzrP6ddTDPd6+s/0hito6oJ7D+t3uF2aNjrP3FV2XdFcOs/hhxbzxAO7D/vjozV5v/rPzHO34RCBOw/fLq6Y7HN6z+AZhAf2HHsP0Z+/RAbrOs/170ViQlq7D9dFhObj+vrPxmSk4lbhew/hNVYwtoY7D8YQWMmUa/rPxHF5A0wc+w/iXjr/Ntl7D8aMEj6tIrsP2TnbWx2pOw/dVq3Qe037D9BEYsYdhjsPzIcz2dAves/EXNJ1XaT6z/ptkQuOAPrP1m+LsN/uus/X3tmSYAa7D9E96xrtBzsP4trfCb7Z+w/hLuzdtuF7D9wlLw6xwDtP9GuQspPKu0/7NtJRPgX7T9UbqKW5tbrP7t+wW7YNuw/knh5OleU6z/mBkMdVrjsP90m3CvzVus/UyRfCaTE6z/warkzE4zsPyvdXWdDfus/xeI3hZWK6z89ZTVdT/TsP7RxxFp8Cu0/BB4YQPhQ6z+MLm8O1+rsP+lkqfV+I+w/zZTW3xIA7D+RCfg1kgTrP1g33h0Zq+w/GhTNA1hk7D+Xb31Yb1TsPx9kWTDxx+s/7pV5q65D7D9kBb8NMd7rP5tUNNb+zus/6WD9n8N87D8FNBE2PD3sP4eMR6mEJ+w/NGlTdY/s6z8LC+4HPLDrP667eapD7us/je21oPfG6z+QEyaMZmXsP7baw14oYOw/sirCTUaV6z9HWFTE6STsP7JjIxCva+w/yyvX22aq7D8Zj1IJT+jrP5mdRe9UQO0/vJUlOsus7D81tteC3pvsP5xOstXllOs/d4L917np6z9ffxKfO0HsP02CN6RRgew/2/0qwHcb7D9cctwpHSzsPzLH8q56wOs/ZAYq499n7D+HxD2WPnTsP+qzA64rZuw/UtMupplu6z8v+grSjMXrP9HJUuv9xus/4lmCjICK7D9sBOJ1/QLsP6BtNeuM7+s/8rT8wFUe7D/2XKYmwRvsP/ZcpibBG+w/OEnzx7S27D+Wr8vwn+7sPzs6rkZ2Je0/on+CixW16z+EtwchIF/rPz3xnC0gtOs/A5SGGoWk6z9hqpm1FJDrP3Sy1Hq/0es/NKDejJov7D8g8SvWcBHsP2HFqdbCrOs/+pl63SKw6z8RbcfUXdnrP2AeMuVD0Os/yenr+Zrl6j/rG5jcKLLsP6cgPxu57uw/k6gXfJoT7D+rJLIPsizsP0D35cx2hes/uXL2zmgr7D8BbhYvFgbsP2nhsgqbAew/CoFc4siD6z+yvRb03pjrPybl7nN8tOo/A5gycEDL6z/l0viFVxLsP0xQw7ewbus/Ru9UwD1P6z/KpIY2AJvrPzrKwWwCDOw/kfEolfAE7D9SflLt0/HrP8h5/x8nzOs/zhySWigZ7D9A+5EiMqzrP79IaMu5lOs/EhWqm4u/7D/cvHFSmPfsPxYwgVt38+s/uK0tPC+V6z/hYG9iSM7sP4gq/BnerOw/qkVEMXmD7D9x5IHIIs3rP811GmmpvOs/CAPPvYdL6z8gtYmT+x3sPyEDeXb5Vuw/0R4vpMND7D/kE7LzNrbrPyEeiZenc+s/w/NSsTGv7D8OMPMd/MTrPx/Y8V8gCOw/oPoHkQw57D8axAd2/JfsPwwCK4cW2es/zt4ZbVWS6z+jPskdNhHsP/93RIXqZuw/SpnU0AZg6z/2Yb1RK0zrP9hF0QMfA+w/bTmX4qqy6z9o7Es2HmzsP8ST3czox+s/f/lkxXB16z+RmKCGb+HrPzroEg69xew/mN7+XDTk6z9ws3ixMMTrP8eDLXb7rOs/Ns07TtGR6z+5Fi1A22rrPwDl795R4+w/a/P/qiNH7D/sv85Nm/HrP8WPMXctIew/fJqTF5mA7D8ZARWOIBXsP/bQPlbwW+s/gIC1ateE6z88bCIzF7jrP75KPnYXKOw/xLEubqOB6z8rTrUWZiHrP6d1G9R+a+s/3eo56X3j6z9UGcbdIFrrP1rW/WMhuus/OGvwviqX6z+9w+3QsJjsP/lNYaWCiuw/Wp4Hd2dt7D+NYOP6d/3rP6X2ItqOKew/9gg1Q6oo7D+wql5+p8nrP7Qc6KG2Dew/HRzsTQxJ6z/7ko0HW2zsP1G9NbBVAuw/JV0z+WYb7D/xEpz6QPLrPxNgWP582+w/lZnS+luC7D+2ZcBZShbsP/EuF/GdmOs/DAVsByP26z+DoQ4r3HLsP/XXKyy4n+s/tHQF24gn7D8rTyDsFCvsPxBB1ejVAOw/IO9VKxP+7D9ET8qkhjbsPwq6vaQxWuw/Crq9pDFa7D+ztb5IaEvrPxUaiGUzh+s/OIO/X8wW7D9KQEzChbzrP30kJT0MLes/+1jBb0MM6z/biv1l92TrP6aYg6CjVes/Ne1imule6z+UMT7MXjbrPww/OJ86Vus/W5TZIJOM6z/2KFyPwnXrPz9wlScQdus/vXFSmPc46z+8H7dfPtnrP/AXsyWrous/oiQk0jb+6j+eeTnsvmPrP08DBkmf1uw/IlM+BFWj7D8f9dcrLLjrP92VXTC4Zuw/SWb1DrfD7D+KHCJuTiXrP8cPlUbM7Os/qwg3GVUG7D8RVmMJa+PrP6BtNeuMb+s/TFDDt7Du6z8VGR2QhH3sP4lEoWXdP+0/jKIHPgYr6z9cdR2qKcnrP3SZmgRvyOs/4/viUpU26z8NqaJ4lbXsPy6u8ZnsH+w/VyHlJ9W+7D+Jfm399B/sPwe3tYXnJew/yt+9o8aE7D9ClZo90IrsPyeEDrqEw+s/GR77WSxF7T84hgDg2LPtP5HtfD81Xu0/i8HDtG9u7T/fbHNjekLtP34a9+Y3TOs/UdzxJr9F7T/ct1onLkfsP7sqUIvBQ+w/5Lz/jxMm7D8fLc4Y5gTsP2fzOAzmL+w/aW/whcnU6z8D6s2o+SrsP2k2j8Ng/us/XfxtT5DY6z8lzoqoib7rPxYW3A944Os/Vn+EYcAS7D/26053nvjrPzp6/N6mv+s/C+2cZoF27D/186YiFcbsP6USntDrz+s/3gGetHBZ7D+bO/pfrkXsPxf03hgCAOw/bhPulXmr7D8VU+knnN3rPxxClZo90Os/y/j3GReO6z/0wp0LIz3rP1qbxvZa0Os/FcrC19c67D80Zacf1EXsPyFblq/L8Ow/QIhkyLH17D9RweEFEansPyx+U1ipIO0/FCNL5lhe7D/H8NjPYinsPweY+Q5+Yuw/2LYos0Em7D+2hHzQs9nrP205l+KqMuw/qFX0h2Ye7D8p7KLogY/rP9eiBWhbzes/jfFh9rLt6z+XdJSD2QTsP2HdeHdkLOw/IzDWNzA57D8uWKoLeBnsPzlhwmhWNuw/18OXiSIk7D9kPEolPKHrP/4N2quPB+w/vko+dheo7D99emzLgLPsP5nyIagavew/gbOULCeh7D+hZHJqZxjsP+dtbHak+us/0SLb+X7q6z9gH5268tnrP7yQDg9h/Os/lUkNbQC26z/zPLg7a7frPw01Cklm9es/ayi1F9H26z/FOerouJrrP7Gk3H2Oj+s/aRzqd2Hr6z+XVkPiHsvrP7zrbMg/M+w/53Pudr007D9h4/p3fWbsPyx/vi1Yquw/X5m36jpU7D+eswWE1kPsP1PovMYu0es/CHJQwkxb7D9sJXSXxNnrP8RCrWnecew/W7BUF/Ay7D+gTnl0IyzsP7MIxVbQNOw/LbRzmgVa7D8UJSGRtnHsP5uOAG4Wr+s/uyh64GOw6z8MHqZ9c3/rP0dZv5mYrus/BRbAlIGD7D84Ef3a+unrPwAeUaG6Oew//7J78rBQ7D9AbOnRVE/sP78n1qnyves/lkG1wYlo7D8JpS+EnPfsPynqzD0k/Ow/Cf63kh0b7T+K5gEs8mvrPwUyO4veqes/xhaCHJSw6z/jUSrhCb3rPxR6/Ul8bus/eJeL+E7M6z9hcM0d/S/sP3AKKxVU1Os/5xpmaDyR6z+HURA8vr3sP9y5MNKL2us/GTp2UIlr6z+CdRw/VJrsP5RKeEKvP+w/EvjDz3+P7D+jBP2FHrHsP5gVinQ/J+w/s34zMV0I7D8UlQ1rKovrP3pyTYHMzus/VFVoIJbN6z9UVWggls3rP5J6T+W0J+w/ABqlS/8S7D+ADYgQV07sP7zNGyeF+es/T3XIzXAD7D849BYP7znsP4ro19ZP/+s/ByRh306i6z8u/rYnSGzsPzeq04Gsp+s/fCb752nA6z8mqrcGtkrsPy1eLAyRU+w/ptHkYgws7D/JHqFmSBXsPzShSWJJues/yXTo9Lwb7D8hzVg0nZ3rP4Dyd++oMew/okYhyaze6z+1UDI5tTPsP5yIfm39dOs/8DMuHAjJ6z87GRwlr87rP3am0HmNXew/str8v+pI7D8u/yH99nXsP/iJA+j3few/V81zRL5L7D+9jjhkA2nsP7M/UG7bd+w/FQDjGTR07D/ZYOEkzR/sP5hqZi0FJOw/T+lg/Z9D6z89gbBTrJrrPxWL3xRWKuw/eLMG76ty6z/IsmDij6LrP64P641a4es/oBov3SSG6z/PaKuSyD7rPxeCHJQw0+o/kgVM4Nbd6z8j9DP1usXrP3rGvmTjwew/aObJNQUy7D8Uzm4tk2HsP+YHrvIEQuw/OQmlL4Sc7D/Uu3g/br/sPwBzLVqANus/zO1e7pOj6z8wuycPC7XrP5wU5j3OtOs/9kVCW84l7D+xGHWtvU/sP63boPZbu+w/7WXbaWvE7D+RDg9h/DTrP9qSVRFuMus/JqYLsfoj6z8mpgux+iPrP9pYiXlW0uw/jxzpDIy87D8EWU+tvrrsPy1eLAyR0+w/hjlBmxw+7D/lRSbg10jrPy6thsQ9Fuw/jjulg/V/7D8aUkXxKuvrP6ta0lEO5us/qyNHOgOj6z9OQX42cl3rP0oKLIApA+w/PdaMDHIX7D/8VuvE5XjsP9hhTPp7qes/RbqfU5Af7D9FKowtBDnsP0SKARJNIOw/OdBDbRtG7D+bx2Ewf4XsP6TgKeRKPew/wyy0c5oF7D97E0NyMnHsP87jMJi/wuw/xTvAkxYu7D8uknajj3nsP9U8R+S7FOw/cnDpmPMM7D+qgeZz7vbrPxPx1vm3S+w/cyoZAKo46z+Gj4gpkcTrP/Zf56bNuOs/6tDpeTeW6z+oj8Affv7rP8LCSZo/Juw/dy/3yVEA7D9/aVGf5A7sP3Oh8q/lFew/7QvohTsX7D/souiBj8HsP2bYKOs3k+w/Yfw07s1v7D/OGyeFeY/rP/1P/u4dNew/W0OpvYi26z9T6Sec3drrP8B63Ldap+s/vlDAdjDi7D8AAAAAAADsP4iFWtO84+s/UUtzK4RV6z+ySBPvAE/rP1de8j/5u+s/WoC21ayz6z//BBcrajDtPz0NGCR92uw/qaROQBPh7D+HpBZKJqfsPyPXTSmvles/eqaXGMv06z9i3A2itSLsP20bRkHweOs/a2XCL/Vz7D8hBrr2BfTsPzMbZJKRs+w/TBk4oKWr6z+1pnnHKbrrPxpuwOeHkes/8nhafuCq6z9fKcsQxzrsP59zt+ulKes/dOrKZ3me7D8Ja2PshJfsP5Uoe0s5X+w/O/922a876z8EATJ07KDrP28NbJVg8es/DqK1os3x6z+azeMwmD/sPxXJVwIpMew/198SgH9K7D9GzsKednjsPxK9jGK5Jew/Er2MYrkl7D/4jERoBBvsP8nJxK2CGOw/ArwFEhS/6z/xKmub4nHrPzkKEAUzJuw/NZcbDHVY7D98LH3ogvrrPyI3ww34/Os/NzXQfM5d7D89YvTcQtfrP6cDWU+tvus/D4EjgQYb7D8E4nX9gt3rPyhEwCFUKew/tWtCWmNQ7D9yTuyhfazqP/OQKR+CKus/codNZOYC6z8S9YJPc3LsP9CX3v5cNOs/WMnH7gKl7D/c1avI6IDsP1+X4T/dwOw/lZ9U+3S86z8f+BisOFXsP7QiaqLPx+s/EATI0LED7D+RCfg1koTsPyEFTyFX6uw/VI80uK2t6z92MjhKXp3sPyf1ZWmnZuw/LlOT4A3p7D/SqMDJNvDsP36s4Lchxus/fqzgtyHG6z+OI9biU4DsP4nRcwtdCes/521sdqT66z8BGTp2UAnsP3xkc9U8R+w/ETenkgGg6z+mK9hGPFnrPxlwlpLlpOw/ujDSi9p97D/vchHfiVnrP1MHeT2YFOs/JXZtb7ck6z940sJlFbbrP8hBCTNtf+w/eoocIm5O7D/4NZIE4QrsPz6WPnRB/es/q7AZ4ILs6z/TTPc6qa/sP9KPhlPm5us/Oq3boPbb6z+8lpAPejbsP0fM7PMY5es/CFirdk3I6z9YHTnSGRjsPwqjWdk+ZOs/TIqPT8hO6z/VJHhDGhXsP5HtfD813uo/sB73rdYJ6z/5ZMVwdQDrP+XyH9JvX+w/SguXVdgM7T8ZkpOJWwXtPwUYlj/flus/iV5GsdzS7D8RHJdxUwPsP8Qihh3GpOw/pkdTPZn/6z8FbXL4pJPsP26I8ZpX9es/B7e1heel6z+ojlVKz3TrP6xT5XtGIuw/8+SaApkd7D/S+8bXnlnsP0zg1t08Vew/H7+36c9+7D8lsaTcfY7rP8rC19e61Os/ya60jNT76z8e3J212y7sPxgHl445T+s/WDm0yHY+7T9GtvP91HjsP2qhZHJqZ+w/YTQr24c87D8LDFnd6rnsP2He40wTNuw/fsNEgxS86z/YZfhPN1DsP+RLqODwAuw/pFAWvr7W6z/ir8ka9ZDsP4rHRbWIKOw/ZLK4/8j06z+DwMqhRbbrP11sWikE8us/G/Sltz8X7D+1wB4TKU3sP+VDUDV6tew/61Ij9DP16z89K2nFNxTsP5QT7SqkfOs/waxQpPs57D/wwtZs5SXsPxVVv9L58Ow/UKvoD8087T8SoRFsXP/sPwH3PH/aKO0/0Oy6tyIx7T+E2JlC5zXrP0T7WMFvw+s/8Q7wpIVL7D88E5oklpTrPx9kWTDxR+w/h8PSwI9q7D+houpXOp/rPz7NyYtMwOw/rUuN0M/U7D/KMy+H3XfsPwSqfxDJkOw/sBwhA3n27D+inGhXIeXrP4y61t6nKuw/d/S/XIsW7D+i0oiZfR7sP5UNayqLwus/wLM9esN96z/MJOoFn+brP/FFe7yQjus/a7sJvmn66z/8xWzJqojrPz18mShCaus/hgDg2LNn6z+qfM9IhMbrP15NnrKarus/Vix+U1gp7D/rVs9J7xvsP7ZMhuP5DOw/EOZ2L/dJ7D/+ZIwPs5fsP2VQbXAieuw/GD+Ne/Mb7D882GK3z6rrP773N2ivvus/X38SnztB6z8fvHZpw+HrPwte9BWkGew/lL4Qct5/6z/VIqKYvAHsP8aGbvYHSus/gPPixFe77D/gn1Ilyt7sPzDXogVo2+s/NQu0O6SY7D+uEcE4uHTsP416iEZ3kOs/12t6UFCK7D+wc9NmnAbsP/YksDkHT+w/TzxnCwit6z9PzeUGQ53sP52huONN/us/H2easP3k6z/u0RvuI7fsPzMV4pF4eew/Tfc6qS9L7D/wFd16TQ/sP2kdVU0Q9es/nOCbps+O7D/GMCdok0PsPxEY6xuY3Os/eomxTL9E7D+9VGzM6wjsP3lZEwt8Rew/6+I2GsBb6z+FYFW9/E7sPwH4p1SJMuw/dmuZDMfz6z99l1KXjGPsP/AzLhwISew/d0zdlV0w7D8suvWaHpTsPz4kfO9vUOw/xk0NNJ/z6z88oGzKFd7rP4oGKXgKOes/6dZrelBQ7D+zlgLS/ofrP9xkVBnGXew/fCjRksdT6z84a/C+KpfrP5i+1xAcF+w/GVdcHJUb7D9Wtg95y1XsP9vBiH0CKOw/5+CZ0CSx6z/3OqkvS7vrPyHJrN7hdus/w5/hzRq86z+OWfYksLnrP3kj88gfDOw/iNnLttNW7D+oAYOkT6vrPxXmPc40Yes/jzS4rS287D+5bkp5rYTsPx4V/3dEhew/Wz/9Z82P6z8f2PFfIAjsP+jAcoQMZOw/8zl3u14a7D82P/7Soj7sP9aLoZxoV+w/1ouhnGhX7D9eZAJ+jSTsP4tuvaYHBew/8Z2Y9WIo7D97Tnrf+FrsP2bAWUqWk+s/WOcYkL3e6z9jKCfaVcjrPyo7/aAu0us/Wd/A5EYR7D8TDVLwFPLrP+7uAbovZ+s/+x711yss6z96ck2BzM7sP+uOxTapaOw/4iL3dHVH7D+WICOgwhHsPxKlvcEXJuw/EOz4LxCE6z83xeOiWsTsPwh1kUJZ+Ow/fZQRF4BG7D8F3PP8aaPsP98zEqER7Os/8S2sG+8O7D+Mu0G0VrTrP81Zn3JMFuw/3qtWJvzS6z915bM8D+7rP4qO5PIf0us/RdrGn6hs7D/w+WGE8GjrP7qCbcST3ew/pgux+iMM7D8xPzc0ZafsP4E//Pz3YOw/URGnk2x17D9jDKzj+KHsP45zm3CvzOw/zuMwmL/C7D8hBrr2BfTrPxvV6UDW0+w/6q9XWHA/7D/HDipxHePrP/pfrkUL0Ow/3rBtUWYD6z9jC0EOShjrPyfBG9KowOs/a/KU1XQ97D/TE5Z4QFnsP2gJMgIqHOw/p+fdWFAY7D8EVDiCVArsPz6XqUnwBuw/r0LKT6p97D+jc36K40DrP9ApyM9GLuw/8piByvh37D+xTwDFyBLsPz9UGjGzz+s/+kUJ+gu97D/X+4123HDrP28Sg8DKoes/k3Ahj+DG6z/7eOi7W9nrP7XiGwqfres/w/NSsTEv7D9AijpzDwnsPxaHM7+ag+s/tmeWBKgp6z8PuK6YEV7sP+7tluSA3ew/1ArT9xoC7D8e/MQB9HvsP2Eb8WQ3M+0/JxWNtb8z7D/l7nN8tDjsP/tbAvBPqew/j95wH7m17D83OBH92vrrPzliLT4FQOw/oIobt5gf7D+PbRlwlhLsP+Ja7WEvFOw/8fEJ2Xkb7D80vi8uVenrP/NWXYdqSus/g79fzJYs6z/XFTPC24PrP3PyIhPw6+w/ICV2bW837D/XogVoW83rP8R7DixHSOw/43FRLSKK7D89mX/0TZrsP+aRPxh4buw/+YOB597D7D8kXwmkxC7sP2qg+Zy73es/7dPxmIHK6z8HJjeKrLXrP+FiRQ2m4es/mIbhI2JK7D+WJM/1fTjsPxrfF5eqNOw/ujE9YYkH7T+eQUP/BJfrPzfGTngJTuw/1EM0uoPY6z+pwp/hzZrrP/T8aaM6Hew/ueNNfotO7D/Me5xpwnbsP0QYP417c+w/KQZINIGi6z8pmDEFa5zrP6nCn+HNGus/PL1SliEO7D8SF4BG6dLrP72qs1pgj+s/i8HDtG9u7D8Sa/EpAMbqP3Ztb7ckB+s/BHEeTmA67D9WRE30+SjsP6rSFtf4TOw/BFd5AmEn7D/PoKF/ggvsP+tx32qdOOw/SBgGLLkK7D+0yHa+n5rrP8jtl09WjOs/Hm/yW3Qy7D+SkbOwpx3sP6/PnPUpR+w/J6H0hZBz7D+6FcJqLGHrP2dGPxpOGew/B5s6j4r/6z/ekhywq0nsP2PUtfY+Vew/YaWCiqpf7D87qpog6r7rP7BwkuaP6es/STDVzFoK7D8wf4XMlUHsPw5qv7UTJew/WFaalILu6z8kZCDPLl/rP5RrCmR2Fuw/y2YOSS0U6z/E0sCPaljsP35uaMpOP+w/nglNEkvK7D8lkuhlFEvrPwJLrmLxG+s/R+S7lLpk6z/67evAOSPsP/vm/upx3+s/BI9v7xr06z9uMqoM4+7rP8vZO6Otyus/1qcck8V97D8Zx0j2CLXrP+M1r+qsFuw/VKwahLld7D84MSQnEzfsP9rhr8ka9es/gNO7eD9u6z8OEqJ8QQvsP4SCUrRyL+w/0o+GU+Zm7D8PKQZINIHsP/lp3JvfMO0/kuhlFMst7T/7WMFvQ4zrP99sc2N6wuw/NA71u7C17D/g10gShKvsP6bR5GIMrOw/ySB3EaYo7T/Cobd4eE/tPzG0OjlD8ew/MbQ6OUPx7D/z5QXYR6fsP+wxkdJsnuw/RrJHqBlS6z9PXI5XIPrsP35yFCAKZus/N8e5TbhX6z8cYOY7+AnsP5ojK78Mxus/Fmh3SDFA7D9IizOGOcHrP2X/PA0YJOw/BK+WOzNB7D80Z33KMdnrPxQEj2/vGuw/CY1g4/p37D+EvB5Mig/sP+D1mbM+5es/IR/0bFb96z/wMO2b+6vrPxdjYB3Hj+w/lnhA2ZSr6z9HrTB9ryHsPy15PC0/8Os/IOup1VfX6z+Yio15HXHrP9Xt7CsP0uo/b0vkgjN46z8v+DQnLzLsP76JITmZuOw/i+JV1jbF6z8JxVbQtMTsP/A2b5wU5uw/xofZy7ZT7D8GE38UdWbsP7RaYI+JlOw/VfoJZ7eW7D+GcMyyJwHsP+yIQzaQrus/LsvXZfjP6z+dL/ZefNHrPxFvnX+77Os/74/3qpWJ6z8QPL69a1DrP/IjfsUaruw/Sz/h7Nay7D+uSExQw7fsP3gOZaiKqew/6KOMuAC07D+JKCZvgJnsP3Yzox8NJ+w/hNkEGJa/6z+E2QQYlr/rP55dvvVhPew/8gcDz72H6z/qJFtdTonsP7IN3IE6Zew/b2WJzjKL6z8pkxraAOzqP8JqLGFtjOs/FOl+TkH+6z8urvGZ7J/rPz3uW60Tl+w/h/2eWKfK6z8LtDukGKDrPzI5tTNMbew/KLuZ0Y8G7D/NzTeie1bsP85RR8fVSOw/gIEgQIaO6z+LwcO0b+7qPx8uOe6UDu0/str8v+rI7D9dN6W8VsLsP+5D3nL1Y+w/EtxI2SLp7D8oY3yYvezsPzaTb7a5sew/8nnFU4+06z+eYP91blrsP2aIY13cRuw/ie5Z12i56z8l5llJK77rP8jqVs9J7+s/vayJBb6i6z+Z8bbSa7PrP4HPDyOER+w/ejiB6bRu7D809bpFYKzsP60x6ITQQew/KAzKNJpc7D+srdhfdk/sP7sru2BwTes/LxnHSPYI7D9tjnObcC/rP83n3O166es/cFtbeF6q6z851sVtNADtP01Iaww6oew/pBr2e2Id7D/2fqMdN3ztPyhiEcMOY+0/nWfsSzYe7D8JUb6ghQTsP+RLqODwguw/O/4LBAEy7D98nj9tVCfsPzkPJzCd1us/w7gbRGvF6z9xk1FlGPfqPzrKwWwCjOs/Iy9rYoGv6j/rkJvhBvzqP7itLTwvFew/Ka4q+64I6z/59UNssHDrP/Gg2XVvRew/IsfWM4Tj6z+dEaW9wZfrPyE+sOO/wOw/T5Za7zfa6z++FB40u27sP6t6+Z0ms+w/jzNN2H6y7D+zeofboeHrP2ZMwRpn0+s/UFH1K52P7D/qeTcWFAbsP7SPFfw2xOw/exaE8j4O7T8MAiuHFtnrPwPv5NNjW+s/fhzNkZVf6z+xh/axgt/rP5Cg+DHmLuw/LGFtjJ3w6z+qDU5EvzbrP6ck63B0Fes/QQsJGF3e6j+3XWiu00jsP8xgjEgUWuw/MzZ0sz9Q7D9JERlW8UbsPz7t8NdkDew/VWthFto56z9dqWdBKO/rP/9cNGQ8yus/syeBzTn46z8aqIx/n/HrP5Xx7zMunOw/nwCKkSXz6z/ys5HrppTrP4lBYOXQous/DcfzGVBv7D+WmGclrXjrP5aYZyWteOs/HAbzV8hc6z/Ymq285H/rP2zM64hDtus/9Bq7RPVW6z+GcTeI1grrP0mCcAUU6uo/t3njpDBv6z8udCUC1b/sP6m9iLZj6uw/uD6sN2oF7T+8IvjfSnbsP6PJxRhYx+w/aMpOP6gL7D+ILxNFSF3rP97mjZPCvOw/a0dxjjo66z+MZI9QM6TsPxqiCn+Gt+s/M05DVOFP7D/t153uPPHrP7lRZK2h1Os/Vu9wOzQs7D+rXKj8a/nrP+uM74tL1es/pdsSueAM7D9grdo1IS3sP62kFd9QeOw/6Qq2EU/27D97aB8r+O3rP4aRXtTuV+w/kgVM4NZd7D8SFD/G3DXsP12pZ0Eob+w/3eo56X1j7D939L9cixbsP93qOel9Y+w/YADhQ4mW7D/68CxBRsDsPzihEAGHUOs/wjOhSWLJ6z/RQZdw6K3rPwUyO4veqes/vma5bHTO6z+pa+19qgrsPyLeOv92Wew/9kIB28GI7D80LhwIyQLsPxB4YADhQ+w/z9csl43O6z98tDhjmJPrP4m2Y+qubOs/Dd/CuvHu6z9mvK302uzrP8DQI0bPres/xZCcTNwq7D8W9x+ZDh3sPxoWo6619+s/DmlU4GQb7D/Gw3sOLMfrPzMyyF2EKew/gCiYMQXr6z8iADj27DnsPyyAKQMHtOs/BADHnj0X7D9xkuaPae3rP9dtUPutHew/bcX+snvy6z/FceDVcmfsP9s0tteCXuw/6pRHN8Ii7D/mWrQAbSvsPwkYXd4cLuw/9tGpK59l7D/zVl2HasrrP4fguIybmuw/8umxLQNO7D9vEoPAyiHtPzHT9q+sNO0/ndmu0AdL7T90RpT2Bl/tP9VamIV2zuw/LXx9rUuN6z84E9OFWH3rP2U2yCQj5+s/h6OrdHed6z9z9WOT/AjsP1fQtMTK6Os/XFmis8yi7D+JeOv822XsP1JlGHeD6Ow/6bga2ZUW7T+V88Xei6/sP6wDIO7q1ew/fy+FB80u6z/zy2CMSBTsP18M5US7Cuw/yXVTymsl7D8L0/caguPrP1M/bypSYew/cqPIWkOp7D9gzJasivDrP7FR1m8mpus/iX0CKEYW7D+d2a7QB8vsP4du9gfKbes/HEEqxY5G7T9dqWdBKO/sPzwtP3CVp+s/GjOJesEn7D+byqKwiyLsPxPulXmrLuw/NKK0N/hC7D+cFye+2lHsP07yI37FGuw/glSKHY3D7D8XZMvydZnsP6uvrgrUYuw/8rbSa7Ox6z9rZi0FpP3rP1LSw9DqZOw/6pWyDHGs6z9YOEnzxzTsPxaFXRQ9cOw/Pxnjw+zl7D9MVG8NbBXtP9gLBWwHI+0/aqZ7ndSX6z9slstG53zrP0Nxx5v8luw/TtTS3Aph7D8PuK6YEd7sP2k3+pgPCOw/+WabG9MT7D9Zh6OrdPfrP+Oqsu+KYOw/fXiWICOg6z8ogjgPJ7DrP+Aw0SAFT+w/aqD5nLtd6z/G+DB72XbsP/cgBORLqOw/1IGsp1Zf7D83GOqwwq3rP7EaS1gbY+w/R+NQvwtb6z/yBpj5Dn7rP6X2ItqOKes/yv55GjBI6z8LKqp+pXPrP1TE6SRb3ew/xciSOZb37D/4bYjxmlfrP3xHjQkxF+w/Hy+kw0OY7D+7e4DuyxnsP/OspBXfUOs/6E8b1elA7D8R5KCEmTbsP73IBPwayew//7Pmx19a7D+5wVCHFW7sPzPiAtAo3es/MQdBR6va6z/6KY4Dr5bsP5+USQ1tgOw/ildZ2xSP6z+Uh4Va0zzsPzsA4q5eRew/GLDkKhY/7D+u1LMglPfrP0+w/zo3bew/KZgxBWsc7D+QEVDhCFLsP54pdF5jF+w/HCjwTj496z/mXfWAeUjsP2jpCrYRT+w/9Ik8Sbrm6z8VxhaCHJTsP3MQdLSqpew/BabTug3q7D/Q1sHB3sTrP8HlsWZkEOw/v2N47Gcx7D/vqgfMQybsPw7aq4+Hvuw/br4R3bMu7D+tLxLaci7sPx5Pyw9cZew/ls/yPLg77D/whjQqcDLsP8h8QKAzaew/d0zdlV2w6z9KfsSvWEPsP1YQA137gus/LT4FwHgG6z8Bh1ClZg/rP8aLhSFyeuo/16VG6Gdq7D8cDHVY4ZbsP6Im+nyUkew/zeUGQx1W7T/Ta7OxEnPtP8Kht3h4T+0/B2Fu93Kf6j+mDBzQ0hXrPzHrxVBOtOs/Y5l+iXjr6z8jTFEujd/rP/hrskY9xOs/r0LKT6r96z9XJvxSP2/rP0PjiSDOw+o/g/krZK4M7D98fhghPFrrP+BpMuNtpes/eHqlLEMc7D8QBTOmYI3sP+mcn+I4cOs/CFbVy++06z9qwYu+grTrP5S9pZwv9us/OiLfpdQl7D9ag/dVudDrP1XBqKROQOs/fvylRX0S7T/4FtaNd8frP88Tz9kCQuw/BtmyfF0G7D9Kzok9tA/sPxcs1QW8zOs/dAmH3uLh6z+pvYi2Y+rrP2fWUkDaf+w/o4/5gEBn6z/GavP/qiPsP6a3PxcNGes/wDxkyocg6z9TJF8JpMTrP9gLBWwHo+s/9gmgGFky7D+8H7dfPtnrP87fhEIEnOs/NxyWBn7U6z9RvTWwVYLrPw3EsplD0us/vTYbKzFP6z/d0f9yLVrrP9yDEJAvIes/Nh0B3Cxe7D/RXRJnRVTsP633G+244ew/2H4yxodZ7D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J88LNSaJkNAvJaQD3oOQ0A51sVtNNhCQKAaL90kDkNAOdbFbTT4QkDZX3ZPHv5CQLaEfNCz4UJAcM6I0t4QQ0AnoImw4QFDQKyt2F92v0JAexSuR+HiQkAOT6+UZdhCQIQNT6+UzUJADwu1pnkPQ0B6xyk6kgtDQPwYc9cSGkNAkst/SL/tQkD129eBc+5CQMBbIEHx80JAfh04Z0RZQ0CNl24SgyBDQBe30QDeEkNATmIQWDk0Q0CeXinLEPdCQLUV+8vuIUNAXCBB8WPcQkAkl/+QfktDQJhuEoPAQkNAbxKDwMoBQ0Coxks3iQFDQAAAAAAAQENA+MJkqmBUQ0CmCkYldapCQMX+snvyCENA63O1FfsrQ0A0gLdAggpDQMgHPZtVl0JA+Q/pt6/zQkAYJlMFo7pCQM3MzMzM3EJAfoy5awn5QkDswDkjSgNDQL4wmSoYNUNAvjCZKhg1Q0BmZmZmZs5CQIenV8oyFENAPSzUmuYdQ0BEaW/whclCQAtGJXUCukJA7Z48LNS6QkCV1AloIhRDQEGC4seY60JAlrIMcawLQ0A3iUFg5RBDQLx0kxgEHkNAV+wvuydPQ0C6SQwCK/9CQEHxY8xd80JAFK5H4XrcQkBfB84ZUSpDQEATYcPTM0NAy6FFtvNdQ0BqTfOOU8xCQEhQ/Bhzx0JAgnNGlPb2QkCQMXctIddCQOLplbIM4UJAQfFjzF3zQkBkO99PjfdCQHZxGw3gvUJAvjCZKhgFQ0CPwvUoXL9CQCuHFtnO90JA+aBns+oTQ0AvbqMBvPVCQEGC4seY00JAdEaU9gbnQkCiRbbz/dxCQF1txf6y80JA+1xtxf7aQkCHFtnO98tCQFyPwvUoHENAE2HD0yvVQkClTkATYdtCQF3+Q/rty0JACyQofozJQkBLWYY41h1DQAu1pnnHKUNAcT0K16MYQ0BwzojS3gBDQCv2l92T30JAGeJYF7fZQkDF/rJ78jBDQFjKMsSxDkNA0ZFc/kPaQkCfPCzUmhZDQM/3U+OlE0NAO3DOiNL2QkCmm8QgsKpCQPOOU3Qk10JAjZduEoMwQ0CIY13cRvtCQOY/pN++9kJAEHo2qz7vQkDy0k1iEPBCQI9TdCSXF0NAxf6ye/LwQkAqqRPQRAhDQF8HzhlRAkNA0ETY8PQqQ0CLbOf7qSlDQHxhMlUwCkNAUiegibABQ0CutmJ/2eVCQF8HzhlR2kJAgSbChqffQkAB3gIJit9CQIXrUbge3UJATRWMSurkQkB/arx0k9hCQCKOdXEbFUNA48eYu5bYQkBmiGNd3O5CQGaIY13c7kJAzhlR2hv0QkDMf0i/ffVCQGPuWkI+6EJACYofY+7qQkBApN++DgxDQMIXJlMFA0NA0ZFc/kP6QkAXSFD8GLtCQGaIY13cvkJATDeJQWD1QkCrPldbsbdCQCS5/If000JA8x/Sb1+/QkCC4seYu6ZCQPaX3ZOHrUJAZRniWBe3QkDEQq1p3tlCQLMMcayL60JAXrpJDAIDQ0Dr4jYawDNDQBB6Nqs+90JAaLPqc7X9QkDZzvdT481CQMpUwaikFkNApHA9CtcTQ0BiodY079BCQOoENBE29EJA5fIf0m+/QkDsL7snDxNDQFJJnYAmQkNA+Q/pt6/zQkCGWtO84wRDQB04Z0RpB0NAb4EExY8BQ0BSJ6CJsNlCQJeQD3o240JAxEKtad4ZQ0BbQj7o2RxDQDJVMCqpC0NAak3zjlP0QkDuWkI+6OlCQLx0kxgE/kJAJQaBlUPzQkD4wmSqYPxCQIPAyqFFFkNA6+I2GsDjQkBqvHSTGKRCQERpb/CFCUNA6pWyDHHUQkCqglFJnSBDQFmGONbFtUJA/Knx0k3aQkD5MeauJUxDQOviNhrAO0NApU5AE2HjQkBDHOviNrpCQGIQWDm0WENATfOOU3TUQkBd/kP67cNCQPaX3ZOHzUJA2T15WKj9QkBvEoPAytlCQAfOGVHaw0JAFD/G3LXUQkBWn6ut2D9DQIY41sVt/EJAVFInoIkYQ0DsL7snDytDQHqlLEMcO0NAtFn1udrKQkAVHcnlP+xCQO5aQj7omUJA/mX35GHhQkAdOGdEae9CQFvTvOMUHUNAUrgehesJQ0A8vVKWIQZDQJCg+DHmJkNABaOSOgH1QkAH8BZIUPxCQAfwFkhQ/EJAhJ7Nqs/lQkAzxLEubvNCQLUV+8vuEUNALGUZ4lgPQ0AdWmQ73wdDQCEf9GxWJUNAfdCzWfUpQ0BSuB6F6+lCQB6n6Egu90JANqs+V1sxQ0ASpb3BFyZDQJYhjnVx20JA5fIf0m+/QkBDrWnecQJDQB4Wak3zhkJAAJF++zpQQ0D3deCcEUVDQNnO91PjDUNA/7J78rD4QkASg8DKoc1CQDsBTYQN30JADXGsi9sQQ0B0RpT2BgdDQFHaG3xhukJA+MJkqmDMQkD6fmq8dLNCQLpJDAIr/0JALv8h/fbtQkDysFBrmg9DQDlFR3L5B0NAY3/ZPXkIQ0Cb5h2n6PhCQCo6kst/KENASS7/If1OQ0B56SYxCDRDQIxK6gQ0QUNAowG8BRJEQ0D7y+7JwzJDQL4wmSoYzUJAYcPTK2X5QkD5MeauJfxCQNzXgXNGBENAiUFg5dAiQ0BXW7G/7AZDQNZW7C+7B0NANqs+V1v5QkCZKhiV1AlDQDeJQWDl0EJAQfFjzF0TQ0B2cRsN4B1DQFioNc073kJA1zTvOEUPQ0BhMlUwKvlCQLx0kxgEzkJAWKg1zTvuQkAK16NwPdJCQG40gLdA4kJAl5APejbrQkBfKcsQx9JCQEATYcPTM0NAvw6cM6IkQ0D2l92ThzVDQA3gLZCgSENAoWez6nMtQ0A5tMh2vg9DQLWmeccpEkNAGsBbIEH5QkD1SlmGOPZCQLTIdr6f6kJAS1mGONb9QkAPC7WmeWdDQDY8vVKWWUNAdEaU9gY3Q0BI4XoUrldDQESLbOf7UUNA1QloImxIQ0BeukkMAkNDQB1aZDvf/0JAUkmdgCbSQkDNO07RkcxCQMnlP6Tf/kJAIR/0bFatQkAT8kHPZiVDQOzAOSNKK0NAdZMYBFbOQkA2PL1SluFCQNc07zhFt0JAJ8KGp1fKQkC8lpAPetZCQAN4CyQo1kJAOPjCZKroQkA9CtejcOVCQBniWBe3EUNAexSuR+H6QkCNl24SgyBDQPRsVn2uHkNA/Yf029chQ0CX/5B++wJDQFXBqKROAENAQxzr4ja6QkAzxLEubttCQCDSb18HNkNA4lgXt9HQQkC4rwPnjNBCQIMvTKYK7kJAyAc9m1XPQkBRa5p3nAJDQG/whclU8UJAukkMAiv3QkBJnYAmwgZDQLU3+MJk+kJAVHQkl//IQkDNO07RkdxCQD0s1JrmFUNAxyk6ksvfQkD1udqK/S1DQE7RkVz+I0NAS8gHPZtFQ0DG3LWEfMhCQG3n+6nxGkNA001iEFgZQ0BJLv8h/U5DQJ7vp8ZLR0NAYcPTK2XZQkDf4AuTqUJDQN/gC5OpQkNA9bnaiv3dQkDRItv5fvpCQOlILv8hPUNA2qz6XG3tQkDVCWgibPBCQB1aZDvfN0NABcWPMXfVQkCASL99HfBCQPaX3ZOH5UJAGy/dJAbhQkCDUUmdgN5CQOAtkKD4CUNA+u3rwDnjQkBbQj7o2RxDQApoImx40kJASOF6FK7PQkDc14FzRhRDQGlv8IXJTENAnKIjufxXQ0AZc9cS8hFDQOELk6mCCUNAEhQ/xtwFQ0CcoiO5/C9DQAHeAgmKB0NA2c73U+PdQkDQ1VbsLyNDQH0/NV66sUJAZvfkYaE2Q0CwA+eMKFVDQHe+nxovPUNAvVKWIY5FQ0B0tRX7yxZDQFJJnYAmAkNAd76fGi+9QkCPwvUoXEdDQB6n6EguP0NA4QuTqYJZQ0DHuriNBuhCQMnlP6TfBkNAeAskKH4sQ0ClLEMc6xpDQCqpE9BE8EJAqRPQRNjgQkDgLZCg+PlCQPW52or9vUJA0LNZ9bnaQkDx9EpZhjBDQLN78rBQI0NA/7J78rDgQkCOdXEbDfhCQFMFo5I64UJAuycPC7UWQ0BkzF1LyP9CQIC3QILi90JAB/AWSFDsQkDY8PRKWSZDQAKaCBueFkNAqRPQRNgAQ0BApN++DgRDQCegibDh+UJAdnEbDeBNQ0Db+X5qvOxCQPFjzF1L4EJA8IXJVMEQQ0DGbTSAtwBDQKabxCCwAkNAMlUwKqnbQkCM22gAbyFDQFafq63Y30JAwhcmUwXbQkDImLuWkOdCQF1txf6y20JA3gIJih/TQkBuowG8BfpCQD7o2az65EJAVFInoIn4QkDlYaHWNA9DQOlILv8h9UJAHThnRGlXQ0A1XrpJDMpCQDxO0ZFcRkNANe84RUc6Q0BmZmZmZv5CQD7o2az6DENAsi5uowH8QkCKsOHplVpDQBKDwMqhZUNAGCZTBaNyQ0BvEoPAytlCQDlFR3L5J0NAiGNd3EYTQ0C1FfvL7iFDQEcDeAskCENA5q4l5IMOQ0CEDU+vlO1CQD2bVZ+rBUNASgwCK4f2QkA2zTtO0QFDQKHWNO84FUNA/7J78rAAQ0Dc14FzRuxCQMrDQq1p9kJA8rBQa5r/QkB6Nqs+V1NDQJYhjnVx+0JA7MA5I0rjQkCcxCCwcuhCQBTQRNjw1EJAwcqhRbbzQkDyQc9m1bdCQIqO5PIfqkJA9GxWfa6uQkABTYQNT6dCQCJseHqlzEJAguLHmLtOQ0B+jLlrCelCQAaBlUOLPENAwoanV8oiQ0DG3LWEfEBDQMuhRbbz1UJA4lgXt9FAQ0B6xyk6kjtDQFyPwvUozEJAio7k8h/iQkDOiNLe4OtCQJayDHGsy0JA/fZ14JwZQ0AHX5hMFQRDQPcGX5hMDUNAR3L5D+nvQkDIBz2bVfdCQBpR2ht8CUNAM8SxLm7LQkBX7C+7J29CQLwFEhQ/dkJAqRPQRNiIQkAp7Q2+MIFDQCJseHqlvEJAx0s3iUHgQkBDHOviNspCQEHxY8xd+0JA4umVsgzZQkDf4AuTqfJCQGkAb4EE9UJAaQBvgQQVQ0BSuB6F6/lCQFK4HoXr+UJAHhZqTfP2QkCZu5aQD+JCQF+YTBWM0kJAdk8eFmrVQkC2hHzQsylDQKhXyjLE2UJAvsEXJlPtQkDBOSNKextDQMnlP6Tf/kJAoWez6nPNQkAPC7Wmed9CQGkAb4EE5UJAjLlrCfngQkBQjZduEutCQJkqGJXUSUNAC0YldQICQ0DM7snDQjVDQFtCPujZ1EJAZapgVFLfQkCSy39Iv7VCQGaIY13c/kJAhxbZzverQkD/If32ddBCQPfkYaHW7EJA30+Nl27yQkDl0CLb+c5CQPOOU3Qkp0JAImx4eqXEQkAdOGdEae9CQHsUrkfhwkJA9+RhodYsQ0Abnl4pywBDQISezarP1UJAEqW9wRcWQ0ApXI/C9ThDQAkbnl4pI0NAdQKaCBsmQ0C+nxov3QRDQOkmMQisPENAUI2XbhIrQ0Av3SQGgR1DQGRd3EYDGENAlrIMcazzQkAcfGEyVfBCQBx8YTJV8EJA/mX35GHhQkCPU3Qklz9DQE+vlGWIQ0NAsi5uowGcQ0A1XrpJDIJDQLmNBvAWGENAKcsQx7ogQ0CVZYhjXfRCQLFQa5p3zEJABcWPMXfVQkDFjzF3LclCQGx4eqUs80JALGUZ4lg/Q0DAWyBB8VtDQP8h/fZ1uEJAZmZmZma+QkBmZmZmZp5CQELPZtXnwkJA63O1FfvDQkAwuycPC+VCQB6n6Egu/0JA1CtlGeLoQkARNjy9UuZCQO7rwDkjAkNAcayL22iwQkB1ApoIGwZDQDvfT42XFkNAmpmZmZkxQ0DKw0KtaS5DQH4dOGdEGUNAn82qz9W+QkB0tRX7y85CQGFUUiegwUJAZ9Xnaiv2QkBEaW/whTFDQHgLJCh+9EJAeAskKH70QkA4+MJkqgBDQKTfvg6c80JA30+Nl276QkALRiV1AgJDQOQUHcnlB0NAImx4eqVEQ0CR7Xw/NcZCQLAD54woxUJAoWez6nO9QkC5/If029dCQPT91HjpDkNAEOm3rwMfQ0C6awn5oDdDQNDVVuwvM0NApHA9CtfjQkD0bFZ9rsZCQNDVVuwv40JA8fRKWYbwQkA9m1Wfq+1CQHsUrkfhCkNAhXzQs1kVQ0DQ1VbsLxNDQFYOLbKdN0NAdy0hH/TMQkDPZtXnattCQILix5i7xkJAfdCzWfVRQ0DNzMzMzARDQM3MzMzMBENALUMc6+LmQkD6fmq8dEtDQPjCZKpgFENAbVZ9rrYiQ0BKDAIrh+5CQOCcEaW9KUNACYofY+4KQ0CU9gZfmLxCQFR0JJf/CENAm+Ydp+hgQ0CqglFJnShDQIv9Zffk8UJAnDOitDfYQkBWn6ut2NdCQCS5/If000JA4zYawFtgQ0DMf0i/fS1DQOXQItv5JkNAn6ut2F82Q0Aofoy5awFDQKabxCCw6kJAcF8Hzhn5QkDUK2UZ4hBDQAfwFkhQ/EJAP1dbsb88Q0DOqs/VVuRCQC9uowG8/UJAa5p3nKJTQ0C4rwPnjEhDQJhuEoPAMkNAmnecoiPZQkA2qz5XW9FCQOAtkKD4EUNABOeMKO3tQkDqlbIMceRCQLbz/dR4AUNANIC3QIIiQ0DpJjEIrPxCQF5LyAc9I0NALpCg+DE+Q0BCz2bV5wpDQBNhw9Mr9UJAUPwYc9fqQkCvJeSDnt1CQKwcWmQ710JA2ht8YTL9QkDdtYR80OtCQCuHFtnOL0NAmG4Sg8DCQkBq3nGKjvxCQF3cRgN480JAYTJVMCoBQ0CsrdhfdkdDQGiR7Xw/JUNAWYY41sU1Q0Csi9toAE9DQET67evAMUNAw2SqYFR6QkCn6Egu//FCQNnO91Pj1UJA2ht8YTLFQkAmUwWjkupCQBlz1xLyAUNAHcnlP6THQkC7Jw8Ltf5CQDLmriXk80JAKH6MuWvhQkCFfNCzWeVCQKhXyjLE4UJAKcsQx7r4QkCtad5xivZCQP7UeOkmAUNAeVioNc1DQ0CJQWDl0CpDQDlFR3L5N0NATRWMSuo0Q0Au/yH99k1DQDSAt0CC4kJA8fRKWYYAQ0D/snvysPBCQN21hHzQ+0JABTQRNjwVQ0ATYcPTKxVDQKkT0ETYGENASgwCK4f+QkA0gLdAggJDQNiBc0aUxkJAvsEXJlO9QkCWIY51ccNCQBKDwMqh1UJALpCg+DHGQkBB8WPMXftCQM/3U+OlA0NAfGEyVTAaQ0A7AU2EDVdDQDm0yHa+F0NAp+hILv8RQ0BYyjLEsV5DQCGwcmiRJUNAexSuR+HqQkAnoImw4fFCQA8LtaZ550JAWKg1zTv2QkCY3ZOHhepCQMuhRbbzxUJANs07TtFJQ0BvgQTFj9FCQEaU9gZfyEJAAU2EDU/PQkAnMQisHOpCQMGopE5A20JAdCSX/5DOQkDZX3ZPHqZCQLPqc7UV+0JAJ8KGp1eyQkAbnl4py+hCQHlYqDXN60JAnl4pyxDvQkBGJXUCmvBCQEi/fR04F0NA7Z48LNT6QkBt5/up8epCQBQ/xty19EJA0LNZ9bkyQ0CppE5AE4lDQLsnDwu1fkNAMnctIR/0QkCTqYJRSeVCQJkqGJXUMUNAnKIjufwfQ0DZzvdT4wVDQLUV+8vu8UJAGQRWDi3aQkB2Tx4Was1CQGdEaW/wBUNAqFfKMsT5QkCF61G4HsVCQMUgsHJoCUNAyeU/pN/WQkDMXUvIB71CQBZqTfOOu0JAvsEXJlPlQkBHcvkP6b9CQOCcEaW9SUNAGeJYF7chQ0BhMlUwKuFCQMGopE5AK0NAeqUsQxwDQ0CSy39Iv9VCQELPZtXn8kJA1JrmHafgQkArGJXUCQhDQJf/kH77CkNA8IXJVMEQQ0DIBz2bVR9DQCZTBaOSQkNAtoR80LMBQ0CoV8oyxCFDQEaU9gZfOENA9dvXgXPuQkC5jQbwFrhCQFjKMsSxtkJAKVyPwvUQQ0BCYOXQIhtDQEjhehSu30JAU5YhjnXpQkB24JwRpTVDQHzysFBrCkNAG55eKcs4Q0BGJXUCmjBDQDQRNjy9KkNAliGOdXETQ0CU9gZfmJRCQOzAOSNKw0JAeAskKH6sQkCZKhiV1PlCQMZtNIC3sEJAV1uxv+zeQkCQoPgx5g5DQNO84xQdEUNAbef7qfH6QkC+wRcmU+VCQME5I0p7I0NAp+hILv/RQkAZBFYOLdJCQIBIv30d2EJA3GgAb4HcQkCZKhiV1BFDQLAD54woxUJAPSzUmublQkDc14FzRtRCQKHWNO849UJAIEHxY8wlQ0Bd/kP67RNDQILix5i7FkNAH/RsVn0eQ0BLyAc9mx1DQG6jAbwFikJAuB6F61GIQkCvlGWIY3VDQGIQWDm0IENArkfhehROQ0CcxCCwcgBDQMiYu5aQT0NAyJi7lpBPQ0CZKhiV1ElDQHKKjuTyX0NAI9v5fmokQ0BqTfOOUzxDQKK0N/jCXENAGeJYF7fRQkBy+Q/pt99CQP32deCcEUNAzhlR2hu8QkDF/rJ78tBCQJEPejarFkNAufyH9NvvQkBX7C+7J6dCQA+cM6K090JA4L4OnDPyQkDOGVHaG9RCQCh+jLlr4UJAwTkjSnvjQkAHX5hMFexCQF1txf6yI0NARpT2Bl9AQ0Byio7k8jdDQJ+rrdhfRkNACD2bVZ9LQ0Am5IOezUJDQHh6pSxD/EJASFD8GHPvQkD/snvysMBCQEYldQKaAENAyeU/pN9GQ0D35GGh1gRDQBHHuriN/kJA6pWyDHGsQkAi/fZ14BxDQNQrZRni0EJAmG4Sg8AiQ0CYbhKDwCJDQGKh1jTvCENAveMUHcktQ0BR2ht8YZJCQLprCfmgn0JAfT81XrqpQkARNjy9UgZDQCuHFtnON0NAVg4tsp0fQ0BpAG+BBMVCQDqSy39In0JArfpcbcX+QkATYcPTKx1DQOm3rwPn5EJA4XoUrkf5QkCpE9BE2BBDQCQofoy5E0NAn82qz9UmQ0DP91PjpTNDQNxGA3gL9EJAM8SxLm7zQkA+eVioNcVCQI9TdCSX70JAL90kBoG1QkBUUiegidBCQIQNT6+U/UJAPQrXo3DtQkDNzMzMzPRCQAg9m1Wf+0JA3pOHhVr7QkBcIEHxY6xCQN21hHzQo0JATDeJQWDlQkBIv30dOOdCQLTIdr6f0kJA8tJNYhAQQ0AmUwWjkhpDQCQofoy5y0JAVcGopE6wQkBHcvkP6ddCQIY41sVtFENA0NVW7C8zQ0A2qz5XW/lCQB+F61G4BkNAzH9Iv30dQ0DCFyZTBSNDQG3n+6nxEkNAAJF++zrQQkDTvOMUHQlDQPrt68A560JA4JwRpb3xQkD7y+7Jw8JCQNGRXP5DEkNAXkvIBz2TQkAnoImw4dFCQAskKH6MMUNAJJf/kH4LQ0D5D+m3rwtDQLx0kxgELkNA3EYDeAsEQ0CTGARWDhVDQFr1udqK3UJA54wo7Q1GQ0DdJAaBlTNDQPs6cM6IKkNA+MJkqmCcQkDeAgmKH7tCQHWTGARWtkJAZF3cRgO4QkAEVg4tsrVCQBfZzvdTu0JAYTJVMCqhQkCC4seYu6ZCQC6QoPgxnkJAeVioNc0DQ0A51sVtNBhDQMSxLm6j+UJAzO7Jw0JNQ0CWQ4ts59tCQHS1FfvLrkJA0ETY8PS6QkC8dJMYBOZCQOwvuycP80JA4zYawFvYQkBX7C+7J8dCQAaBlUOLDENAT0ATYcMDQ0B2Tx4WahVDQAu1pnnHGUNAmpmZmZkJQ0BF2PD0ShlDQHDOiNLeKENAPSzUmuYNQ0CF61G4Hv1CQJzEILByCENA16NwPQpnQ0DarPpcbS1DQOC+DpwzIkNAEHo2qz4fQ0AZc9cS8slCQKfoSC7/wUJAGCZTBaPSQkBYqDXNO+ZCQMuhRbbzFUNAy6FFtvMVQ0BxrIvbaCBDQHxhMlUwGkNAUkmdgCYyQ0BdbcX+sgtDQPYoXI/CDUNA6SYxCKwMQ0ASFD/G3C1DQEvqBDQRFkNA9P3UeOnmQkATYcPTK71CQGUZ4lgXz0JAT6+UZYjzQkDHSzeJQRBDQHh6pSxD/EJAHHxhMlUIQ0CamZmZmfFCQKOSOgFNDENAtFn1udoqQ0CP5PIf0idDQOY/pN++FkNAqRPQRNgYQ0BSJ6CJsOFCQHKKjuTyv0JAbHh6pSwbQ0DSAN4CCfpCQDnWxW00+EJANqs+V1vJQkCb5h2n6NBCQHsUrkfh0kJA+u3rwDnTQkBeS8gHPbtCQJoIG55e6UJAImx4eqXcQkB/+zpwzrhCQKH4MeauvUJAJXUCmghDQ0B3vp8aL1VDQBDpt68DP0NAHHxhMlUAQ0BN845TdNxCQKFns+pzNUNAeAskKH5UQ0BVwaikTqhCQKpgVFInoEJAHHxhMlUIQ0DGbTSAtxBDQDVeukkM8kJAlIeFWtOcQkAPC7WmeddCQGx4eqUs00JAL26jAbyVQkAxCKwcWoxCQMgHPZtV30JA1CtlGeIAQ0C5jQbwFhhDQM/3U+Ol80JAmggbnl4hQ0BQ/Bhz1wJDQNPe4AuT4UJACRueXikzQ0A7cM6I0vZCQCcxCKwc+kJAuECC4sfQQkC+nxov3RRDQFXBqKRO0EJA/Knx0k0aQ0B9PzVeuglDQL99HThn9EJAZF3cRgMYQ0B24JwRpQVDQIofY+5aEkNAqoJRSZ34QkCqglFJnfhCQP2H9NvXEUNAr5RliGPNQkBkO99Pjd9CQA8LtaZ5z0JAE/JBz2a1QkCiRbbz/SxDQBQ/xty1zEJArthfdk8WQ0DMf0i/fQ1DQAMJih9jBkNADAIrhxYJQ0CGyVTBqMxCQB3J5T+kx0JAUI2XbhLbQkC1FfvL7ilDQBNhw9MrJUNAJQaBlUOrQkAofoy5ayFDQHRGlPYGL0NABaOSOgHlQkCze/KwUOtCQPjCZKpgHENA+n5qvHS7QkDlYaHWNL9CQIhjXdxGw0JA3NeBc0YEQ0DIBz2bVQdDQG+BBMWP8UJACmgibHiyQkBzaJHtfOdCQCL99nXg/EJA1XjpJjEoQ0AHzhlR2iNDQA+cM6K0H0NAb4EExY/xQkAwuycPCw1DQPLSTWIQsEJApHA9CtfzQkBrK/aX3bNCQNnO91PjrUJAj8L1KFwfQ0CWsgxxrPNCQDbNO07R2UJA8tJNYhAgQ0ACmggbni5DQK62Yn/Z9UJAqaROQBPRQkBlGeJYFx9DQJtVn6utIENAwFsgQfETQ0CC4seYux5DQEhQ/Bhz70JAxyk6ksv/QkCoNc07TkFDQECk374OJENAoBov3SQ+Q0ADCYofYyZDQAIrhxbZXkNAVn2utmKnQkDV52or9s9CQPW52or9pUJAXynLEMdqQ0DsUbgehVtDQMx/SL99zUJAmpmZmZn5QkBg5dAi28FCQJjdk4eFokJAxLEubqMRQ0ADCYofYyZDQO84RUdyOUNAAJF++zpAQ0CjkjoBTexCQC7/If32/UJAT6+UZYgLQ0DRItv5fupCQABvgQTFr0JA8BZIUPywQkAwKqkT0MxCQI/k8h/Sz0JAvw6cM6LcQkBos+pztb1CQBIUP8bcxUJAx0s3iUEwQ0BAE2HD0ytDQBpR2ht8OUNAfGEyVTDqQkCX/5B++8JCQIv9ZffksUJACD2bVZ+rQkCUh4Va0wRDQMNkqmBUIkNAhA1Pr5Q1Q0Atsp3vpx5DQIPAyqFFFkNAEhQ/xtwlQ0Bgdk8eFvJCQOxRuB6F80JAq8/VVuz3QkBpb/CFyfxCQB+F61G4nkJAuECC4seIQkBa9bnair1CQJM6AU2EJUNAC7WmecfRQkBWn6ut2BdDQC/dJAaB5UJARIts5/vJQkDCFyZTBdNCQDMzMzMz60JArrZif9kNQ0BPHhZqTQNDQOPHmLuWSENAJuSDns36QkAbDeAtkABDQF8pyxDH+kJA9P3UeOkeQ0AgY+5aQv5CQPs6cM6IIkNAG55eKcsIQ0CNKO0NvghDQHsUrkfhEkNAs3vysFDbQkCXkA96NtNCQO84RUdy0UJAlkOLbOfLQkCneccpOgJDQNuK/WX3DENAFmpN847zQkCWsgxxrBNDQJAxdy0h10JAV1uxv+zeQkCsi9toAL9CQMuhRbbzrUJA001iEFihQkAXSFD8GLtCQFFrmnec0kJAW0I+6Nm0QkDUK2UZ4tBCQE7RkVz+Q0NAMuauJeQbQ0C3Yn/ZPfFCQCxlGeJYF0NA2IFzRpTmQkBqvHSTGORCQJjdk4eF2kJAdLUV+8v+QkAIrBxaZPNCQInS3uALK0NARwN4CyQQQ0ACvAUSFA9DQI51cRsN2EJAEOm3rwO3QkBxrIvbaNBCQNlfdk8e/kJAN4lBYOXgQkDyQc9m1cdCQP7UeOkm2UJAP1dbsb8cQ0DVeOkmMTBDQGZmZmZmHkNAXI/C9SgMQ0AukKD4MQ5DQJp3nKIjEUNAYHZPHhb6QkCkcD0K1+NCQLN78rBQw0JAJ6CJsOHJQkBQjZduEsNCQMX+snvywEJAb4EExY8JQ0DMXUvIBy1DQAK8BRIUD0NA4L4OnDM6Q0AHzhlR2uNCQCDSb18HrkJAnu+nxkuvQkAbL90kBgFDQKYKRiV14kJASL99HTjXQkDr4jYawNNCQH9qvHSTMENAxm00gLdAQ0C6SQwCKzdDQIv9ZffkQUNABTQRNjxNQ0D4U+OlmzRDQDm0yHa+L0NA9bnaiv3lQkDl8h/Sb/9CQHsUrkfhGkNAL90kBoHNQkBmZmZmZgZDQBzr4jYaCENAayv2l927QkBJnYAmwvZCQIy5awn5IENAvw6cM6LsQkCcM6K0N+hCQGdEaW/wDUNAW9O84xQVQ0DRItv5fspCQLdif9k9AUNAysNCrWn+QkBKDAIrh+5CQFjKMsSxzkJAC7WmeccpQ0ACK4cW2c5CQPhT46WbXENA+u3rwDnTQkB4CyQofhxDQHZxGw3gHUNAQmDl0CLTQkDTTWIQWCFDQAdfmEwVLENAiPTb14EzQ0AQWDm0yBZDQINRSZ2AvkJAb4EExY+ZQkBvgQTFj5lCQGuad5yiy0JA1sVtNICfQkC8lpAPerZCQHZxGw3g7UJAFK5H4Xq0QkDqlbIMcdRCQNv5fmq8FENAduCcEaX1QkDysFBrmjdDQBQ/xty1vEJAWRe30QC+QkAHX5hMFQxDQJhuEoPAQkNAsVBrmneUQkB2Tx4WatVCQAfwFkhQJENATfOOU3QEQ0BPHhZqTQtDQG/whclUGUNA0LNZ9bmaQkAnMQisHAJDQECk374O/EJA+1xtxf4aQ0AOvjCZKkBDQCPb+X5qFENAwcqhRbb7QkD6fmq8dPtCQOhqK/aX9UJAmN2Th4WyQkAdyeU/pE9DQG8Sg8DK4UJARUdy+Q9hQ0C4rwPnjLBCQFtCPujZHENAeJyiI7m0QkAMk6mCUclCQDhnRGlv0EJA5fIf0m/3QkAxCKwcWhxDQPfkYaHW1EJAUiegibBBQ0AH8BZIUMRCQFUwKqkTwEJAmEwVjEriQkAwKqkT0ARDQMzuycNC/UJAnYAmwob/QkDEQq1p3ulCQJm7lpAP+kJA+aBns+rbQkD5oGez6ttCQDQRNjy9AkNApSxDHOvKQkBmiGNd3EZDQKTfvg6cI0NAodY07zg1Q0CIhVrTvKtCQM4ZUdoblEJAqMZLN4lhQ0ALtaZ5xwFDQGlv8IXJvEJAppvEILD6QkA4+MJkqvhCQM07TtGRJENAhJ7Nqs8tQ0B4eqUsQwRDQLU3+MJkOkNA9dvXgXO+QkCoNc07ThlDQACRfvs6IENA0SLb+X4aQ0DF/rJ78vhCQLMMcayLC0NAexSuR+HCQkBbQj7o2QRDQKhXyjLE4UJA7C+7Jw+jQkDBOSNKexNDQMX+snvyWENA1lbsL7sHQ0BCPujZrKJCQGb35GGhpkJAoWez6nPNQkANcayL28hCQBNhw9Mr/UJATKYKRiXlQkBkO99PjTdDQJAxdy0h90JAN4lBYOUAQ0DcRgN4CxRDQN21hHzQA0NAIEHxY8z9QkAhsHJokf1CQJJc/kP65UJA/Knx0k3yQkDKVMGopAZDQBkEVg4t6kJA1sVtNIDvQkBAE2HD0wNDQAAAAAAA+EJAQBNhw9PjQkDZzvdT4+1CQG8Sg8DKCUNAb4EExY8BQ0Dx9EpZhvBCQAn5oGez2kJA+MJkqmAUQ0CASL99HfhCQDQRNjy9CkNAqFfKMsT5QkBj7lpCPiBDQFr1udqKFUNAnKIjufwfQ0Csi9toAB9DQBzr4jYaCENAxEKtad7pQkDcaABvgQRDQKUsQxzrKkNAa5p3nKIbQ0Bt5/up8ZJCQFioNc075kJAObTIdr5PQ0BE+u3rwDFDQMx/SL99LUNAzH9Iv30tQ0CeXinLEEdDQJtVn6utAENAVTAqqRNAQ0A0gLdAghJDQO84RUdyGUNAl/+Qfvv6QkCwA+eMKL1CQO/Jw0Kt+UJAR3L5D+kHQ0CGONbFbfRCQIMvTKYK5kJAkDF3LSEXQ0DysFBrmi9DQN4CCYofG0NAKcsQx7oAQ0CwA+eMKPVCQKK0N/jC9EJA/Bhz1xISQ0DF/rJ78vBCQMKGp1fK8kJALSEf9GzmQkBTBaOSOuFCQFUwKqkT+EJAMEymCkYNQ0B1kxgEVvZCQEATYcPTW0NA8IXJVMH4QkC/DpwzovxCQPfkYaHW/EJA5IOezaoHQ0BJnYAmwjZDQMdLN4lBSENA/kP67euoQkBeS8gHPQtDQPmgZ7Pq80JAYOXQItupQkBSSZ2AJrpCQLWmeccpokJAvJaQD3q2QkBTliGOdUlDQAfOGVHaA0NAbVZ9rrYKQ0A730+NlwZDQDj4wmSq+EJA9pfdk4dNQ0D/If32deBCQPVKWYY4HkNACtejcD0aQ0ApXI/C9bBCQH9qvHSTyEJAAU2EDU/3QkD8qfHSTdpCQACRfvs60EJA8WPMXUvQQkDvOEVHcslCQKmkTkATAUNAnzws1Jr+QkC4QILix/hCQKOSOgFNBENAkDF3LSHHQkBkO99Pjc9CQGQ730+Nz0JABaOSOgG1QkBJLv8h/b5CQIMvTKYKxkJAEce6uI3OQkDtnjws1NpCQMIXJlMF60JAH/RsVn3mQkB6Nqs+V8NCQDLmriXku0JABFYOLbKdQkDl8h/Sb7dCQMiYu5aQ50JAB/AWSFDkQkBPQBNhw7tCQLraiv1lH0NAIo51cRtNQ0C2hHzQs9lCQI/C9Shc90JApHA9CtcbQ0B3vp8aLy1DQMUgsHJoGUNAuECC4segQkA17zhFR9JCQOqVsgxxpEJATYQNT6/EQkA6I0p7g7dCQBIUP8bcNUNAImx4eqUMQ0AibHh6pQxDQHBfB84ZEUNAvVKWIY7lQkBtVn2utgJDQBsv3SQGGUNA/tR46SbZQkAldQKaCPtCQJ2AJsKG10JARIts5/sZQ0ARNjy9UhZDQIxK6gQ0EUNAW9O84xQdQ0CjI7n8h/xCQH0/NV66+UJAxf6ye/IAQ0BTBaOSOglDQE9AE2HDG0NA93XgnBH9QkBmZmZmZtZCQNqs+lxtPUNAodY07zj1QkD35GGh1uRCQNzXgXNGJENAQ61p3nHiQkCoNc07TsFCQJSHhVrT7EJAVFInoInoQkBfB84ZUeJCQCegibDhwUJAhetRuB7dQkBjf9k9ecBCQKW9wRcm20JAUrgehevhQkAhsHJoke1CQGsr9pfdK0NABTQRNjwlQ0Doaiv2l6VCQHZxGw3g5UJAg1FJnYDWQkDSAN4CCeJCQF5LyAc9y0JArBxaZDvfQkD3Bl+YTA1DQGQ730+ND0NAtoR80LPxQkClTkATYcNCQBUdyeU/vEJANIC3QIIqQ0CpE9BE2KhCQJkqGJXUyUJACtejcD0CQ0BiodY07whDQJXUCWgi9EJAKjqSy38AQ0D2KFyPwsVCQISezarP9UJAVHQkl//oQkDA7J48LMxCQNEi2/l+ykJALUMc6+LOQkDYgXNGlM5CQEvqBDQRxkJAMzMzMzNTQ0AK16NwPTJDQECk374OxEJAg1FJnYAOQ0BdbcX+sgtDQIEExY8xD0NAbVZ9rrYSQ0CneccpOupCQEcDeAskEENA1JrmHafwQkD99nXgnAlDQIEmwoanB0NAkxgEVg4FQ0DHSzeJQTBDQB3J5T+kP0NAIEHxY8wlQ0BQjZduEkNDQFg5tMh2xkJA0ETY8PQiQ0Cz6nO1FeNCQBpR2ht8GUNAzO7Jw0ItQ0CMSuoENAlDQDm0yHa+70JAObTIdr7vQkAkl/+QfstCQDvfT42XVkNAzqrP1VZEQ0D1SlmGONZCQGPuWkI+4EJA5/up8dLtQkBoke18P91CQJZDi2znG0NAswxxrIsbQ0Byio7k8v9CQMsQx7q4JUNA6bevA+fMQkAgY+5aQo5CQLKd76fG00JAImx4eqWcQkCPwvUoXAdDQK1p3nGKzkJAZmZmZmbmQkAJih9j7gpDQJoIG55eCUNApU5AE2H7QkAdOGdEaQ9DQNqs+lxt9UJA1XjpJjHoQkDXNO84RRdDQE3zjlN0/EJA8fRKWYY4Q0Bv8IXJVElDQO58PzVe2kJAofgx5q41Q0CC4seYu/ZCQCSX/5B+y0JAW0I+6Nm0QkCad5yiIxlDQMBbIEHx+0JAETY8vVIOQ0DcRgN4CxRDQBKDwMqh7UJA1CtlGeL4QkDUK2UZ4uBCQDQRNjy94kJApN++DpxDQ0AQWDm0yMZCQE9AE2HDw0JAGlHaG3zJQkAdOGdEae9CQDvfT42X/kJAETY8vVLuQkBGJXUCmghDQO84RUdy4UJAgEi/fR0wQ0CmCkYldfJCQEaU9gZf4EJAuB6F61HgQkDpt68D59RCQHL5D+m3/0JAt2J/2T3ZQkCyLm6jAcxCQKd5xyk6CkNAvp8aL93sQkC6awn5oDdDQF5LyAc9G0NAdZMYBFYWQ0AbDeAtkEhDQKwcWmQ7P0NAEoPAyqEVQ0BkO99PjTdDQC0hH/RsHkNA5fIf0m8XQ0B/arx0k/hCQEw3iUFg1UJAKVyPwvUIQ0Cx4emVshRDQEOtad5x4kJAT0ATYcPbQkCI9NvXgQNDQIqO5PIfIkNAbVZ9rrYSQ0DhC5OpgulCQDJ3LSEfBENAJCh+jLkrQ0Bd3EYDePNCQJ88LNSa9kJAz/dT46UDQ0CdEaW9wUdDQI2XbhKDKENAw9MrZRkyQ0BNhA1Pr0xDQFvTvOMULUNACRueXikTQ0BkO99PjfdCQNBE2PD08kJACKwcWmT7QkDeAgmKH/NCQOcdp+hIRkNAdy0hH/Q8Q0CDwMqhRTZDQNPe4AuTUUNAcM6I0t5AQ0BiEFg5tCBDQAyTqYJROUNArthfdk82Q0BSJ6CJsBlDQDBMpgpGRUNAS+oENBEOQ0Bos+pztU1DQPjCZKpgDENAppvEILAqQ0DkFB3J5R9DQCJseHqlNENAp3nHKTpKQ0CX/5B++0JDQDarPldb4UJASOF6FK6/QkAkKH6MuTtDQCbkg57NMkNA8WPMXUvQQkBIUPwYc99CQDJ3LSEfDENApSxDHOsaQ0DFjzF3LdlCQJMYBFYOHUNAmpmZmZlJQ0BIv30dOHdDQC0hH/RsdkNAn6ut2F9eQ0CCc0aU9v5CQGdEaW/w9UJAxm00gLfoQkC0WfW52gpDQPKwUGuan0JAxf6ye/I4Q0BtVn2utgJDQGTMXUvIN0NAGCZTBaM6Q0AYJlMFozpDQOAtkKD4MUNASFD8GHPHQkAOLbKd7w9DQI9TdCSX50JAxty1hHwYQ0Byio7k8i9DQJ88LNSa5kJAGsBbIEHxQkBuNIC3QDpDQIC3QILi70JAP1dbsb/sQkAm5IOezapCQJqZmZmZ6UJAguLHmLveQkAf9GxWfQZDQJ88LNSa3kJANKK0N/jKQkAsZRniWN9CQDxO0ZFc5kJAcF8HzhmpQkAX2c73U+tCQFJJnYAmykJAm1Wfq63YQkAkl/+QftNCQJ7vp8ZLR0NA/fZ14JzBQkDZX3ZPHhZDQDm0yHa+D0NAE2HD0ystQ0A6kst/SL9CQBiV1AloGkNA63O1FftDQ0AzxLEubktDQEaU9gZf8EJAGsBbIEHhQkDJ5T+k3wZDQDXvOEVH+kJAZmZmZmYOQ0B5WKg1zftCQJZDi2zn60JADeAtkKCwQkBoImx4et1CQCDSb18H5kJAs+pztRULQ0BoImx4ev1CQF3+Q/rtC0NANqs+V1vZQkDBOSNKeytDQMpUwaikDkNA/tR46SbpQkCASL99HdhCQATnjCjtFUNAGCZTBaMKQ0BvgQTFj8FCQHbgnBGl1UJAgSbChqcHQ0C8lpAPeg5DQLwFEhQ/HkNAmEwVjEpaQ0APnDOitEdDQAN4CyQoRkNATKYKRiVNQ0DgLZCg+ElDQOwvuycPw0JA6pWyDHHEQkAibHh6pRRDQI/C9Shc30JA5IOezar/QkBE+u3rwAlDQEmdgCbCFkNAFNBE2PDsQkAv3SQGgdVCQGIQWDm0+EJALv8h/fYVQ0BwzojS3jBDQPJBz2bVH0NAT6+UZYj7QkCY3ZOHhQJDQIMvTKYKBkNAswxxrIuzQkB6xyk6ktNCQAu1pnnHGUNAEFg5tMgWQ0DF/rJ78ghDQEymCkYlBUNAnYAmwobfQkBIUPwYc+dCQLivA+eM4EJAcM6I0t4YQ0A4Z0Rpb8hCQG3F/rJ7QkNAsi5uowEcQ0ACK4cW2cZCQLKd76fG20JAutqK/WUHQ0DWVuwvu/dCQF8HzhlRKkNAodY07zglQ0ASg8DKoQ1DQI0o7Q2+CENA2PD0SlkmQ0AijnVxGx1DQJOpglFJDUNAgnNGlPbmQkDOiNLe4PtCQDAqqRPQFENA48eYu5bwQkAs1JrmHT9DQLPqc7UVi0JA78nDQq3ZQkBlGeJYF5dCQE2EDU+vtEJAtRX7y+7JQkBFR3L5D/lCQKs+V1ux70JA+zpwzohCQ0DyQc9m1UdDQFdbsb/sBkNAPZtVn6v9QkB6pSxDHPtCQIiFWtO880JATx4Wak27QkC8lpAPeq5CQLivA+eMuEJAK4cW2c7XQkB4eqUsQxRDQG1Wfa626kJAryXkg56dQkCzDHGsi8NCQGWqYFRS10JA9ihcj8LlQkAHX5hMFTxDQFvTvOMUpUJAYOXQItvJQkACmggbns5CQKabxCCw8kJA+8vuycPSQkDBqKROQOtCQOY/pN++9kJACKwcWmQjQ0AIrBxaZCNDQH2utmJ/0UJAJXUCmghLQ0CEns2qz71CQBDpt68D/0JAJQaBlUMLQ0AHzhlR2iNDQHh6pSxDLENAfPKwUGv6QkCFfNCzWRVDQAN4CyQo1kJAeHqlLEPkQkDl8h/Sb/dCQFg5tMh2/kJA4QuTqYIBQ0AHzhlR2iNDQCPb+X5qDENAT6+UZYjzQkBuowG8BdpCQPW52or9xUJAINJvXwfuQkAJ+aBnsxJDQGlv8IXJ/EJAaW/whcnMQkCmm8QgsKJCQIqw4emVgkJAnDOitDd4QkBPQBNhw5NCQAFNhA1P50JAcT0K16OoQkAPnDOitP9CQAU0ETY8FUNAtTf4wmQSQ0CjAbwFEvRCQHEbDeAtIENA6Gor9pcdQ0A9m1Wfq8VCQEoMAiuHzkJAObTIdr7nQkAX2c73U+tCQBzr4jYawEJALSEf9GzmQkBxrIvbaBhDQHo2qz5X+0JAJ6CJsOEpQ0BMpgpGJe1CQFRSJ6CJCENAsAPnjCj9QkDo2az6XKVCQE8eFmpN00JAeqUsQxzTQkAtIR/0bLZCQNIA3gIJ0kJA9dvXgXPWQkB2cRsN4A1DQIqO5PIfIkNASgwCK4fmQkDQ1VbsL9NCQJEPejar1kJAxLEubqPRQkDl0CLb+e5CQJM6AU2EnUJAj+TyH9LnQkBfB84ZUfJCQEMc6+I2IkNAe4MvTKbyQkBdbcX+shtDQIPAyqFF7kJAjgbwFkggQ0CASL99HShDQDj4wmSqKENA3EYDeAsMQ0DzH9JvXwdDQIC3QILiJ0NAkxgEVg4dQ0A7cM6I0qZCQG8Sg8DKyUJAGsBbIEEhQ0BYqDXNO+ZCQD/G3LWE1EJA845TdCTHQkDzjlN0JMdCQHRGlPYG90JAuECC4scAQ0By+Q/pt/9CQM9m1edqq0NA097gC5N5Q0DqBDQRNjxDQKOSOgFNhEJAeVioNc3DQkCMSuoENKFCQNlfdk8eFkNAkKD4MeYGQ0CKsOHplfpCQAyTqYJRGUNAeAskKH4MQ0D7XG3F/upCQDy9UpYh5kJAOiNKe4PvQkBv8IXJVDlDQLUV+8vuIUNAIo51cRsNQ0CppE5AExFDQCGwcmiRbUNAgnNGlPYuQ0A6I0p7gy9DQPs6cM6I2kJAINJvXwcuQ0DImLuWkM9CQNO84xQdGUNAAiuHFtlGQ0A8vVKWIf5CQPmgZ7Pq00JAUkmdgCZSQ0DQs1n1uSpDQPH0SlmG4EJAKe0NvjDxQkDy0k1iEKBCQF8pyxDH+kJAWRe30QAOQ0BWn6ut2M9CQGKh1jTv4EJAAwmKH2MGQ0CU9gZfmPxCQMxdS8gHhUNAS+oENBFWQ0DBqKROQANDQBb7y+7JQ0NAsb/snjzMQkCuR+F6FNZCQAfOGVHaM0NAmSoYldQRQ0ACK4cW2fZCQD7o2az67EJA0ZFc/kMaQ0A8TtGRXBZDQDarPldbCUNAsp3vp8YbQ0DarPpcbTVDQA4tsp3vN0NAJ8KGp1fqQkDl0CLb+QZDQDLmriXks0JAuY0G8BbAQkB88rBQa8JCQBZqTfOO20JAFmpN847bQkBjf9k9efBCQJf/kH77+kJAgZVDi2w3Q0BxPQrXo+BCQNSa5h2nKENACtejcD3SQkAgY+5aQu5CQGEyVTAqCUNAwOyePCzkQkB+HThnROlCQHQkl/+Q5kJA2qz6XG3tQkDarPpcbe1CQFUwKqkTwEJAoyO5/IckQ0C4HoXrUehCQBrAWyBByUJA1CtlGeLIQkCBBMWPMd9CQGwJ+aBno0JAXrpJDALzQkDl8h/Sbx9DQGpN845TzEJAuK8D54woQ0Dc14FzRuxCQFR0JJf/6EJAGw3gLZDYQkC1pnnHKTJDQDlFR3L5J0NAvsEXJlMtQ0CDwMqhRUZDQFafq63Y70JAak3zjlO8QkBQ/Bhz1xJDQDJVMCqpu0JAOUVHcvnHQkB/arx0k8hCQBKlvcEX7kJAFvvL7snbQkBGlPYGX/BCQJ88LNSaxkJAMzMzMzPrQkDswDkjSuNCQPfkYaHW7EJAhlrTvOP8QkDOqs/VVuxCQCqpE9BEIENAeAskKH4MQ0CoNc07TiFDQEvqBDQRDkNA8rBQa5onQ0AnwoanVyJDQH4dOGdECUNAa5p3nKILQ0AxmSoYlQRDQD2bVZ+r3UJA9pfdk4fVQkAQejarPtdCQKUsQxzrykJAlWWIY13UQkDeAgmKH1NDQKjGSzeJKUNAZohjXdxuQ0DQRNjw9CJDQDSitDf48kJApb3BFybzQkCR7Xw/NQ5DQGB2Tx4WwkJANjy9UpaxQkA6kst/SKdCQGUZ4lgXx0JAoImw4em9QkDP91PjpbtCQE2EDU+v3EJAE/JBz2atQkBPHhZqTWtDQCbkg57NEkNA3bWEfNBbQ0C1FfvL7hFDQKjGSzeJEUNAguLHmLsWQ0BWfa62Yk9DQLRZ9bnaSkNA5fIf0m8nQ0Dy0k1iEPhCQJLLf0i/DUNAPSzUmuY1Q0DsUbgehTtDQOwvuycP00JAy6FFtvPlQkCDwMqhRdZCQOSDns2q90JABTQRNjwVQ0DOiNLe4MNCQAyTqYJRCUNAWvW52ooVQ0BFR3L5DxFDQLx0kxgE5kJA8WPMXUvYQkBN845TdBRDQOf7qfHSzUJAdk8eFmoFQ0CuR+F6FP5CQK1p3nGKFkNAB1+YTBUkQ0DfT42XbvpCQPCFyVTBGENAh6dXyjIcQ0CDL0ymCi5DQDeJQWDlUENA2ht8YTItQ0CNKO0NvjBDQIqO5PIf0kJAHcnlP6TPQkBZhjjWxT1DQHWTGARWPkNAYTJVMCrhQkADCYofY95CQDnWxW006EJA/tR46SbRQkCn6Egu/xFDQBdIUPwYC0NAe4MvTKYKQ0Bj7lpCPhBDQPCnxks3+UJA+u3rwDkTQ0B9PzVeuvlCQB6n6EguH0NAak3zjlMsQ0Dl0CLb+Q5DQL8OnDOiDENAAJF++zoIQ0Dl8h/Sb99CQACRfvs6EENAzO7Jw0LlQkDImLuWkDdDQGsr9pfdQ0NAE/JBz2YNQ0CdgCbChu9CQLUV+8vu8UJA1lbsL7uvQkBg5dAi2/FCQLTIdr6fAkNAM8SxLm4DQ0BseHqlLANDQAHeAgmKB0NAmG4Sg8AaQ0DChqdXyiJDQBQ/xty1FENAIEHxY8z9QkArhxbZzt9CQO5aQj7oMUNAKH6MuWvhQkDcaABvgfxCQIhjXdxGw0JAdy0hH/T8QkDRItv5fvpCQP+ye/KwEENAwaikTkDjQkBLWYY41gVDQJkqGJXU6UJAP1dbsb/UQkDBqKROQANDQMdLN4lB4EJAm1Wfq61QQ0Bgdk8eFlpDQH/7OnDO+EJA07zjFB35QkAdWmQ73y9DQLIubqMBxEJAKVyPwvXYQkBcj8L1KLRCQJF++zpw3kJARPrt68DZQkB0RpT2BkdDQC2yne+nDkNAUWuad5z6QkCzDHGsizNDQO7rwDkj+kJAr5RliGM1Q0DmriXkg95CQCBj7lpCDkNAV1uxv+wmQ0CoV8oyxLFCQDEIrBxavEJA001iEFhpQ0B3LSEf9JxCQCcxCKwc4kJAuK8D54zQQkDLEMe6uD1DQIhjXdxGy0JAYqHWNO+wQkAjSnuDLwRDQGdEaW/wzUJAMuauJeTjQkAs1JrmHR9DQC/dJAaB5UJAg1FJnYDeQkAVHcnlP8RCQB1aZDvfD0NA+n5qvHTrQkClTkATYctCQKRwPQrX40JAAJF++zooQ0B0JJf/kNZCQKg1zTtO0UJAxty1hHwQQ0B2cRsN4A1DQPRsVn2uHkNADr4wmSoYQ0AJG55eKdNCQDVeukkM2kJA9bnaiv3dQkBWDi2ync9CQPRsVn2uDkNAoyO5/IcEQ0CNl24Sg+BCQMpUwaik5kJAveMUHcnVQkDsUbgehdtCQDy9UpYh5kJApHA9CtfrQkBLyAc9m+1CQOoENBE29EJA0gDeAgkKQ0B4nKIjuTxDQGZmZmZm/kJA/tR46SbBQkBbsb/snuxCQAu1pnnHCUNACD2bVZ/jQkBGJXUCmuBCQEYldQKa4EJAAJF++zrYQkDAWyBB8YtCQHqlLEMcm0JA+FPjpZv8QkCX/5B++0pDQDeJQWDlAENAN4lBYOUAQ0AFNBE2PDVDQPvL7snDAkNAldQJaCJEQ0D+1HjpJjFDQFioNc07FkNAXrpJDAIzQ0BRa5p3nApDQDQRNjy9EkNAduCcEaV1Q0DjNhrAW5BCQNSa5h2n2EJAGCZTBaPKQkDP91PjpRNDQOlILv8hDUNACtejcD3KQkDn+6nx0v1CQHzysFBrCkNAQj7o2az6QkBJLv8h/V5DQFYOLbKdP0NAPQrXo3BFQ0DXo3A9CvdCQEI+6NmsGkNAq8/VVuw3Q0BTliGOdVFDQJJc/kP6JUNAWDm0yHYGQ0AJ+aBns/pCQKTfvg6cC0NAf2q8dJMgQ0DhC5OpgilDQH4dOGdECUNAarx0kxjUQkBxGw3gLfBCQGfV52orNkNAf9k9eVgAQ0A17zhFR+JCQIqO5PIf4kJAPnlYqDWlQkALJCh+jElDQInS3uALM0NAb/CFyVQRQ0D7OnDOiMpCQCv2l92T70JAB1+YTBXsQkDEsS5uoxlDQGuad5yiQ0NA+FPjpZvUQkCfzarP1e5CQJf/kH77GkNAHHxhMlXAQkC+nxov3dxCQHDOiNLeUENAnKIjufznQkAvbqMBvAVDQKAaL90kBkNAsVBrmnc0Q0DPZtXnaitDQNk9eVio9UJAAG+BBMUnQ0Cfq63YX7ZCQI/k8h/S70JAGeJYF7chQ0Cmm8QgsFJDQMIXJlMFy0JAW0I+6Nk0Q0AT8kHPZv1CQD81XrpJHENACtejcD0yQ0D5MeauJTxDQG6jAbwFokJALNSa5h3nQkCV1AloIgRDQPLSTWIQ4EJA2V92Tx7GQkARNjy9Uu5CQFTjpZvECENARpT2Bl9AQ0BHA3gLJBhDQOeMKO0N3kJADXGsi9swQ0BF2PD0SlFDQFXBqKROUENAUrgehesxQ0AlBoGVQxNDQJkqGJXUQUNARGlv8IXhQkB90LNZ9fFCQC6QoPgx9kJAiUFg5dC6QkAtIR/0bNZCQC6QoPgx3kJAGsBbIEHZQkAAAAAAANhCQNuK/WX3BENADr4wmSogQ0DOqs/VVvxCQJZDi2zn40JAuycPC7UGQ0DeAgmKHytDQLu4jQbwxkJAYOXQItuhQkAVHcnlPxxDQD0K16NwBUNAcF8HzhnZQkCWsgxxrPtCQGdEaW/w/UJAq8/VVuyvQkDTTWIQWMFCQG8Sg8DK0UJA0ETY8PSqQkAf9GxWfeZCQN21hHzQy0JA3bWEfNDLQkAZ4lgXtwlDQMIXJlMFC0NA9GxWfa7WQkDY8PRKWS5DQIBIv30dOENAhxbZzvdLQ0CI9NvXgTtDQD7o2az6LENADk+vlGU4Q0BxrIvbaEhDQM/3U+OlG0NAn6ut2F8WQ0Du68A5IzpDQIPAyqFFNkNARiV1ApogQ0DKw0KtaRZDQJM6AU2ENUNA5x2n6EgmQ0ApXI/C9ShDQOSDns2qz0JAZRniWBevQkAWak3zjhtDQMgHPZtVz0JAO99PjZemQkBkzF1LyG9DQFCNl24S80JAorQ3+MLsQkDx9EpZhvBCQM/3U+OlC0NABoGVQ4sUQ0DhC5OpguFCQLmNBvAWmEJADr4wmSoQQ0C3Yn/ZPQFDQIy5awn5IENAw2SqYFRCQ0Doaiv2l9VCQE3zjlN05EJAzojS3uDTQkDIBz2bVddCQDQRNjy9CkNA/7J78rDIQkCX/5B++8JCQN21hHzQC0NAKe0NvjCpQkBO0ZFc/otCQMsQx7q4pUJAVn2utmK3QkBj7lpCPqhCQOXQItv5XkNAZmZmZma2QkCoV8oyxNlCQDSitDf4+kJApU5AE2HzQkBrK/aX3ctCQBE2PL1SJkNAVcGopE7oQkCiRbbz/fRCQOcdp+hI9kJAQKTfvg4MQ0A0gLdAgvpCQLAD54woxUJA/kP67eu4QkCI9NvXgeNCQK7YX3ZP/kJA9pfdk4fdQkDqlbIMcdxCQGfV52or/kJAcF8HzhnRQkD/snvysNhCQGuad5yi40JAduCcEaXNQkDChqdXygpDQAmKH2PuAkNADJOpglEJQ0AAb4EExV9DQCSX/5B+A0NA3NeBc0YUQ0B0RpT2BsdCQOXyH9Jv10JACyQofozhQkBEi2zn+6lCQGUZ4lgXx0JAWMoyxLHGQkBUUiegicBCQB+F61G4/kJAXCBB8WPUQkDl0CLb+QZDQLG/7J487EJArK3YX3b3QkCutmJ/2S1DQBIUP8bc9UJAdEaU9gb/QkBwXwfOGSFDQJF++zpw9kJAD5wzorTnQkDF/rJ78ghDQPFjzF1LCENAylTBqKT2QkAGEhQ/xhRDQG1Wfa62GkNAvp8aL92kQkD6fmq8dLNCQLG/7J48tEJASFD8GHPXQkDBqKROQNtCQCEf9GxW/UJAeJyiI7nkQkDswDkjSvtCQDLmriXkG0NAhXzQs1kVQ0D0bFZ9rv5CQMrDQq1pFkNAhxbZzvcbQ0BWn6ut2C9DQJjdk4eFIkNARiV1ApoQQ0CfPCzUmg5DQDnWxW00+EJAaQBvgQTNQkCfq63YX/ZCQJHtfD819kJArBxaZDvXQkD5oGez6ttCQO2ePCzUykJAbxKDwMrhQkD129eBczZDQN5xio7k2kJAWmQ730/tQkCjkjoBTexCQMHKoUW240JAWMoyxLEGQ0C4QILix9hCQArXo3A9EkNAlPYGX5gsQ0CI9NvXgSNDQH6MuWsJGUNAiUFg5dDyQkB24JwRpS1DQAK8BRIUv0JAq8/VVuwHQ0CTGARWDu1CQDxO0ZFcDkNAZvfkYaHGQkBGlPYGX5BCQIiFWtO8m0JAArwFEhS3QkDcRgN4C/xCQPOOU3QkH0NA9bnaiv0VQ0D4wmSqYBxDQET67evAKUNAIv32deAEQ0AZc9cS8ulCQDSAt0CCGkNAjNtoAG/5QkBmiGNd3PZCQMP1KFyPykJA0m9fB87pQkAHX5hMFQxDQPKwUGua10JAcM6I0t6YQkCYbhKDwMJCQBDpt68Dz0JALUMc6+L+QkAIPZtVnwtDQNc07zhFR0NAmggbnl4hQ0CaCBueXiFDQHQkl/+QzkJAuECC4sfIQkBZhjjWxfVCQJwzorQ36EJAak3zjlPsQkAg0m9fBwZDQDPEsS5u80JA845TdCQXQ0BKe4MvTN5CQLAD54woLUNA001iEFj5QkDFjzF3LelCQMsQx7q41UJALNSa5h3/QkCDL0ymCv5CQAU0ETY8DUNA6Nms+lz1QkC0yHa+nyJDQIenV8oy5EJAjSjtDb4QQ0BwzojS3vhCQG1Wfa62WkNALSEf9GwWQ0B+jLlrCRFDQC2yne+nBkNAyxDHurjlQkDY8PRKWf5CQOxRuB6Fs0JA+aBns+rTQkDDZKpgVNJCQCGwcmiR3UJA8x/Sb18HQ0DLoUW2891CQPAWSFD8CENAFmpN844zQ0D0bFZ9rj5DQA6+MJkq2EJAmG4Sg8ACQ0BeukkMAhtDQMxdS8gHNUNAi2zn+6lBQ0AtIR/0bIZDQKFns+pzhUNA+FPjpZssQ0Bq3nGKjtxCQDarPldb4UJAx7q4jQbIQkCxv+yePAxDQMNkqmBUAkNAwTkjSnujQkCWsgxxrMtCQGpN845TVENAcM6I0t5QQ0CYTBWMSipDQJMYBFYO/UJADk+vlGXQQkAtIR/0bA5DQFg5tMh2hkJAwcqhRbbTQkAwKqkT0ExDQD/G3LWEVENAMCqpE9AsQ0AwKqkT0CxDQM07TtGR3EJAX5hMFYziQkAcfGEyVchCQMsQx7q43UJA8fRKWYYIQ0A8vVKWIe5CQEHxY8xdE0NABhIUP8YEQ0BVMCqpE+BCQPT91Hjp3kJAdk8eFmpNQ0D/snvysBhDQPXb14FzHkNA5dAi2/keQ0Bcj8L1KIRCQKkT0ETY6EJArfpcbcUWQ0DD0ytlGfJCQHEbDeAt6EJAGJXUCWjiQkBBguLHmPNCQEaU9gZfAENAvjCZKhj1QkA8vVKWIcZCQDarPldb0UJAC7WmeccJQ0DcRgN4C+xCQPaX3ZOHJUNARpT2Bl/IQkDwp8ZLN9lCQGHD0ytlAUNARGlv8IUpQ0DaG3xhMiVDQOzAOSNKG0NAt2J/2T0ZQ0AwKqkT0BRDQPCnxks3yUJAhslUwagkQ0B/+zpwzhBDQBTQRNjwzEJAHqfoSC7HQkAUrkfhesRCQEymCkYl3UJAhXzQs1nlQkAwKqkT0CRDQOY/pN++3kJAJCh+jLkTQ0DEQq1p3jlDQL6fGi/dHENAiGNd3EajQkAbnl4py/BCQK+UZYhj5UJAEhQ/xtx1Q0DqlbIMcWxDQBNhw9MrBUNArIvbaAAPQ0ARNjy9UqZCQB4Wak3zvkJARpT2Bl+oQkA0orQ3+NpCQMNkqmBUGkNA8kHPZtUHQ0Crz9VW7OdCQEoMAiuHJkNAPujZrPrkQkB0JJf/kNZCQAWjkjoBrUJA9UpZhjj2QkDIBz2bVf9CQPtcbcX+IkNAHcnlP6T/QkD3Bl+YTPVCQKrx0k1iOENAlIeFWtPUQkD7XG3F/tpCQCUGgZVDA0NA2/l+arwcQ0A0gLdAghJDQO/Jw0KtIUNAbcX+snsqQ0Akl/+QfsNCQD0s1JrmzUJAUwWjkjrxQkBB8WPMXatCQH/7OnDO8EJAf/s6cM7wQkAJG55eKdtCQOqVsgxx/EJAJuSDns0CQ0Dwp8ZLNxFDQCgPC7WmqUJATtGRXP4LQ0B2cRsN4P1CQC0hH/RsHkNAbcX+snvKQkCU9gZfmARDQMsQx7q4BUNAE2HD0ysdQ0Bj7lpCPhhDQClcj8L1+EJA3nGKjuT6QkDzjlN0JGdDQAyTqYJRcUNA/mX35GEZQ0BfKcsQxxpDQP7UeOkmCUNAn6ut2F/2QkBnRGlv8M1CQKd5xyk62kJACtejcD3qQkCppE5AEwFDQCo6kst/4EJAArwFEhQHQ0DMXUvIB71CQGTMXUvIp0JAFK5H4Xr8QkAxmSoYleRCQH3Qs1n16UJAT6+UZYjbQkCJQWDl0NJCQHUCmggbDkNAdQKaCBsOQ0BRa5p3nMpCQEYldQKaUENAjZduEoMYQ0BPHhZqTQtDQKCJsOHp5UJA78nDQq0ZQ0CvJeSDnhVDQGkAb4EExUJAWRe30QDGQkBy+Q/ptz9DQFUwKqkTMENAdEaU9gZvQ0CAt0CC4vdCQJtVn6utwEJAnl4pyxDvQkBxrIvbaPhCQFyPwvUoHENAAiuHFtkWQ0ArGJXUCahCQNV46SYx6EJAwTkjSnsrQ0Dgvg6cMwJDQDMzMzMz80JA6Ugu/yH9QkCsrdhfdhdDQPAWSFD8IENA/Knx0k1iQ0D67evAOcNCQAHeAgmKV0NA1edqK/ZnQ0CwA+eMKH1DQEtZhjjWzUJAq8/VVuzXQkCPU3Qkl9dCQHWTGARWRkNAmSoYldThQkDx9EpZhuhCQB3J5T+kB0NArK3YX3YvQ0B/arx0kwBDQFK4HoXr2UJAX5hMFYwKQ0BWDi2ynT9DQPs6cM6I8kJA+aBns+oDQ0DKMsSxLtZCQGrecYqOzEJARiV1AprIQkBKe4MvTB5DQDvfT42XDkNAVg4tsp3vQkCfq63YXwZDQN9PjZdugkNAB/AWSFCUQkDOiNLe4NtCQJyiI7n8x0JA/yH99nUAQ0DaG3xhMq1CQJ2AJsKG50JA2/l+arzUQkA5tMh2vtdCQJwzorQ3+EJAM8SxLm4DQ0B/+zpwzshCQGTMXUvID0NAOdbFbTT4QkAdOGdEaR9DQLWmeccpAkNA93XgnBENQ0CGyVTBqNRCQF1txf6y00JA8x/Sb1/nQkA1XrpJDDJDQECk374O3EJA5WGh1jTvQkAofoy5a/lCQOAtkKD40UJA3SQGgZXjQkAQejarPn9CQCV1ApoIq0JAbef7qfGiQkA/NV66SURDQDlFR3L5F0NA7MA5I0rTQkBCYOXQIjNDQA8LtaZ5z0JAdEaU9gbXQkBmZmZmZg5DQIBIv30duEJAvsEXJlO1QkD8qfHSTZpCQIy5awn56EJA0LNZ9bmyQkDVeOkmMdhCQPRsVn2u/kJAkzoBTYTlQkDBOSNKewtDQEXY8PRKGUNAwTkjSnsbQ0AWak3zjgtDQP8h/fZ1GENAnMQgsHIoQ0A2qz5XWzFDQKMjufyHZENANV66SQxSQ0D9h/Tb10lDQMIXJlMF+0JAMQisHFoEQ0DhC5OpggFDQArXo3A98kJAJCh+jLn7QkCHp1fKMrxCQFwgQfFjxEJAvjCZKhj1QkBYqDXNOyZDQKyL22gAR0NAApoIG54mQ0AUrkfheixDQD7o2az6FENAaQBvgQQVQ0B2Tx4Wau1CQFuxv+yeVENAcM6I0t6IQkDgnBGlvfFCQCegibDhEUNADr4wmSrQQkBfKcsQx8pCQEGC4seYE0NA3bWEfNDDQkDhehSuR/FCQHE9CtejGENA8x/Sb1/vQkC+MJkqGOVCQDlFR3L530JAI9v5fmrEQkCxv+yePMRCQDJ3LSEf5EJAsp3vp8b7QkCUh4Va0+RCQEtZhjjWBUNA8tJNYhDgQkBU46WbxMBCQGRd3EYDCENA001iEFgRQ0AawFsgQflCQFOWIY51EUNAirDh6ZUKQ0Dtnjws1BJDQCV1ApoII0NAPujZrPrMQkDoaiv2l/1CQIV80LNZvUJAA3gLJCi2QkBqvHSTGBxDQBb7y+7J+0JARUdy+Q8BQ0BsCfmgZxNDQFR0JJf/EENATRWMSuoMQ0BMN4lBYPVCQJAxdy0hD0NAeHqlLEMUQ0CMSuoENBlDQJ+rrdhf3kJAw9MrZRnqQkBhMlUwKvFCQOxRuB6F80JAyxDHurgNQ0BApN++DiRDQDqSy39IR0NATKYKRiUtQ0C62or9ZR9DQPOOU3Qk50JAfa62Yn/JQkDwhclUwSBDQBb7y+7JG0NAQKTfvg6sQkDhC5OpgtFCQLwFEhQ/1kJAhjjWxW0kQ0DHuriNBjBDQK1p3nGK7kJAOwFNhA3XQkB1kxgEVvZCQHQkl/+QDkNAdCSX/5AOQ0C62or9ZedCQMuhRbbzxUJAt2J/2T3pQkDy0k1iENhCQFYOLbKdD0NA93XgnBEtQ0A4+MJkquhCQD/G3LWE7EJAFNBE2PDsQkD1udqK/f1CQNSa5h2nUENAh6dXyjJEQ0CvlGWIY6VCQO2ePCzU+kJAHcnlP6T3QkCppE5AE9FCQDarPldb4UJASgwCK4cuQ0DiWBe30bhCQISezarPvUJAi2zn+6kJQ0DHSzeJQfBCQHo2qz5XM0NA+MJkqmDUQkCdEaW9wfdCQNlfdk8e9kJAOwFNhA0PQ0CwA+eMKCVDQCGwcmiRDUNA2PD0SlkuQ0AU0ETY8OxCQOF6FK5H8UJA6gQ0ETa0QkDKw0KtafZCQBsv3SQGwUJAxSCwcmiRQkBBguLHmJNCQB6n6Egu70JAGsBbIEHJQkAOvjCZKvhCQMsQx7q41UJA3GgAb4GsQkCWQ4ts5/NCQCv2l92TB0NAeekmMQj8QkCjI7n8hwRDQG1Wfa62IkNAa5p3nKLrQkA+6Nms+gxDQFHaG3xh+kJAZ0Rpb/DtQkDzH9JvX99CQAskKH6M8UJAOpLLf0j3QkDhC5OpghlDQHgLJCh+vEJAKe0NvjDhQkBxPQrXo/BCQLsnDwu17kJA5BQdyeXXQkA51sVtNPhCQECk374O/EJAYTJVMCoZQ0BPHhZqTQNDQDojSnuDH0NAidLe4Av7QkDZPXlYqO1CQNNNYhBYOUNAXwfOGVFKQ0AT8kHPZrVCQFtCPujZBENA9P3UeOnuQkAUP8bctcxCQIJzRpT2rkJASnuDL0yeQkAzxLEubtNCQCS5/If040JA/Knx0k3aQkBeS8gHPdNCQHbgnBGl7UJAy6FFtvPdQkAaUdobfNFCQNjw9EpZ1kJAY+5aQj4AQ0Cyne+nxvtCQFvTvOMUTUNAyAc9m1VPQ0DVCWgibCBDQE5iEFg5vEJAtaZ5xykCQ0C9UpYhjgVDQPYoXI/C9UJAQYLix5izQkALJCh+jAlDQL8OnDOi/EJAkQ96NqvmQkDHuriNBtBCQNiBc0aUDkNAYHZPHhYCQ0AQWDm0yA5DQFFrmnec8kJA3NeBc0bkQkDrc7UV+/tCQI51cRsN4EJAmN2Th4W6QkAbDeAtkCBDQD2bVZ+rzUJA5IOezaovQ0CL/WX35BFDQNCzWfW56kJAv30dOGfsQkBGlPYGX/BCQMgHPZtV90JA3gIJih8LQ0BdbcX+sgtDQApoImx4GkNAkKD4MeY+Q0Cfq63YXxZDQATnjCjtJUNAtvP91HjhQkAijnVxG51DQG/whclUSUNAAG+BBMXHQkAQWDm0yOZCQNJvXwfOwUJAuB6F61EgQ0BrmnecogNDQOVhodY0H0NASFD8GHMPQ0Bm9+RhoQ5DQIy5awn5+EJA4L4OnDMSQ0D2KFyPwsVCQIy5awn58EJAL90kBoHtQkD5D+m3ryNDQCv2l92T50JA3gIJih/zQkAEVg4tsvVCQLivA+eM6EJAX5hMFYzSQkCq8dJNYghDQA1xrIvb4EJAn6ut2F/2QkCTOgFNhOVCQOPHmLuWAENAGsBbIEERQ0DmP6TfvgZDQK8l5IOeFUNARIts5/tBQ0BeS8gHPcNCQNcS8kHPzkJAhjjWxW3EQkBhVFInoFFDQBniWBe3WUNA7uvAOSNiQ0A+eVioNfVCQNNNYhBY+UJAodY07zgVQ0CWsgxxrPtCQCJseHql/EJAdEaU9gbvQkCKH2PuWhJDQLAD54woBUNASnuDL0zeQkCu2F92T65CQET67evAKUNArBxaZDv/QkD/snvysDBDQNcS8kHP/kJAB1+YTBXcQkBhw9MrZcFCQL1SliGOnUJAxm00gLeoQkCZu5aQDyJDQDeJQWDlyEJAy6FFtvPFQkBCYOXQIqNCQIEExY8xl0JAjZduEoPIQkAdWmQ7339CQME5I0p7w0JAidLe4AvDQkAvbqMBvNVCQABvgQTFr0JAGQRWDi0SQ0DwFkhQ/KhCQKMjufyHRENAuB6F61E4Q0Cz6nO1FRNDQL1SliGO5UJA6Ugu/yEVQ0CjAbwFEtRCQDC7Jw8LBUNA0SLb+X7qQkDswDkjSgtDQKCJsOHp9UJA1edqK/a/QkC7Jw8Ltf5CQDY8vVKWKUNAyeU/pN8OQ0CkcD0K1wNDQH6MuWsJ2UJAzhlR2hssQ0BeS8gHPdtCQH4dOGdEGUNArkfhehQGQ0A3GsBbIFFDQCJseHqlZENAVn2utmJPQ0Atsp3vp85CQKW9wRcm20JAlWWIY10kQ0DJdr6fGrdCQPW52or9xUJAUiegibDhQkD3Bl+YTBVDQFfsL7sn30JAINJvXwfWQkDIBz2bVQ9DQBKDwMqhLUNAkDF3LSEHQ0DKw0Ktae5CQNbFbTSA/0JArIvbaAA/Q0BX7C+7Jw9DQDLmriXk80JA48eYu5a4QkAFNBE2PL1CQJhuEoPAqkJAQj7o2ayyQkDwhclUwahCQOC+DpwzAkNAU5YhjnXhQkBTliGOdeFCQJkqGJXUMUNAWKg1zTsuQ0AFo5I6Ad1CQBZqTfOOy0JA54wo7Q0WQ0CjkjoBTQRDQKAaL90kDkNA4JwRpb0BQ0AdyeU/pB9DQPaX3ZOHxUJAPSzUmub1QkAkKH6MuQNDQFr1udqK9UJAmG4Sg8DqQkDYgXNGlPZCQEXY8PRK0UJA845TdCQ3Q0DvycNCrWFDQDy9UpYhnkJA6Gor9pfNQkCrz9VW7L9CQIhjXdxGu0JAldQJaCK0QkAIPZtVn6tCQKMBvAUSvEJAyxDHurgdQ0C8dJMYBN5CQINRSZ2A3kJAt2J/2T0xQ0D9h/Tb1ylDQMgHPZtV90JA+u3rwDkzQ0C5/If02xdDQHrHKTqS20JA7C+7Jw/jQkBsCfmgZ+tCQEGC4seY60JAV+wvuyffQkBGJXUCmvhCQIenV8oyhENA9dvXgXP+QkDeAgmKH1NDQMbctYR8SENAjErqBDT5QkAbL90kBrFCQEVHcvkPwUJATDeJQWDVQkDzjlN0JF9CQGKh1jTvgEJAaCJseHrtQkD99nXgnAlDQGHD0ytl4UJA30+Nl27aQkC7uI0G8N5CQDQRNjy9EkNANjy9UpYRQ0CuR+F6FGZDQKMjufyHLENAvp8aL90sQ0DdtYR80BNDQM4ZUdobdENA2/l+arwkQ0BSuB6F62lDQHEbDeAtAENAkst/SL8lQ0C4rwPnjABDQE8eFmpNq0JAwOyePCwMQ0DUK2UZ4thCQC/dJAaBBUNAHVpkO9/nQkCUh4Va0wxDQKvP1Vbs70JASgwCK4feQkDzH9JvX/dCQG6jAbwFskJAtaZ5xynaQkCNKO0NvihDQJf/kH77CkNAcF8Hzhk5Q0AJih9j7upCQO5aQj7oCUNASL99HTjPQkD6fmq8dHtDQLyWkA96hkNAgEi/fR2QQ0APC7Wmee9CQBx8YTJV6EJAduCcEaXdQkBuNIC3QLJCQIbJVMGo9EJAH/RsVn3GQkCDwMqhRT5DQG1Wfa622kJA3SQGgZXTQkCQoPgx5iZDQMBbIEHxC0NAb4EExY8BQ0AOvjCZKhBDQMbctYR88EJAJQaBlUPzQkAc6+I2GuhCQBzr4jYa6EJAmnecoiMpQ0DmP6TfviZDQIqw4emV8kJAmEwVjEo6Q0AnMQisHIJDQIhjXdxGU0NAJ8KGp1dCQ0DG3LWEfLhCQDlFR3L5t0JAn6ut2F+mQkAOvjCZKqhCQKkT0ETYsEJAduCcEaUFQ0AdOGdEaT9DQJtVn6utwEJAw/UoXI9aQ0BxPQrXo7BCQF+YTBWMOkNANqs+V1sJQ0CASL99HfBCQBSuR+F6/EJASS7/If0OQ0CHFtnO9wNDQArXo3A9+kJAA3gLJCgWQ0CjAbwFEuRCQLx0kxgE5kJANqs+V1uxQkCjkjoBTfRCQK62Yn/Z7UJAjLlrCfkAQ0B/arx0kwhDQA4tsp3v/0JA8rBQa5q/QkBPHhZqTRtDQMbctYR8yEJA1xLyQc+2QkAjSnuDL8RCQMNkqmBUOkNAFR3J5T8UQ0CYbhKDwCJDQOXQItv5FkNAVFInoIkwQ0CjkjoBTdxCQL8OnDOi9EJAguLHmLvOQkDJdr6fGs9CQGuad5yi60JAxSCwcmj5QkBU46WbxPhCQOQUHcnlb0NA1xLyQc/eQkBqTfOOUxxDQNqs+lxtxUJA+zpwzojaQkDzjlN0JPdCQEw3iUFg7UJAPZtVn6vtQkDl0CLb+R5DQKvP1Vbs50JAPZtVn6sFQ0DysFBrmgdDQHZPHhZqLUNA3bWEfNDTQkDD0ytlGQpDQNSa5h2n2EJAcRsN4C0IQ0Cb5h2n6PhCQLFQa5p39EJA3bWEfNDjQkDrc7UV++tCQKvP1Vbs30JAYVRSJ6DhQkDrc7UV+ytDQIGVQ4tsx0JA5j+k377eQkB24JwRpYVCQAK8BRIUr0JAHOviNhqgQkBNhA1Pr7xCQEJg5dAis0JADwu1pnk/Q0BPQBNhwwtDQFK4HoXrGUNAqRPQRNgQQ0AxCKwcWhRDQJm7lpAP2kJAI0p7gy/kQkCamZmZmblCQCv2l92Tn0JAJJf/kH7bQkDEQq1p3rlCQAMJih9j1kJAl/+QfvvqQkBNFYxK6vxCQIlBYOXQ4kJAumsJ+aDvQkBgdk8eFupCQEI+6Nms2kJAn82qz9XGQkDo2az6XO1CQIcW2c73A0NAfT81Xrr5QkBYqDXNO95CQLHh6ZWyBENAKH6MuWuhQkBcj8L1KLxCQAYSFD/G/EJAqmBUUicIQ0Ag0m9fBw5DQJp3nKIj6UJA1xLyQc/WQkD99nXgnNFCQEoMAiuHDkNACyQofoyRQkAH8BZIUPxCQEXY8PRK0UJAC7WmecdBQ0Boke18P9VCQIcW2c73y0JAgy9MpgomQ0DWxW00gMdCQCbkg57N4kJA1CtlGeK4QkBJnYAmwr5CQHPXEvJBt0JAWYY41sUVQ0AMAiuHFhlDQCzUmuYdD0NAaQBvgQSdQkBE+u3rwPFCQPXb14FzxkJA2qz6XG3NQkBKDAIrh+ZCQCGwcmiR5UJAOdbFbTTQQkAAkX77OthCQNcS8kHPHkNAvHSTGAT+QkDChqdXysJCQCgPC7WmyUJAodY07zjdQkDLoUW28yVDQE9AE2HD80JAQYLix5gbQ0BN845TdDRDQM9m1edqQ0NAF9nO91NjQ0BrK/aX3VtDQPyp8dJNwkJAS1mGONalQkDHuriNBihDQLU3+MJk0kJAeVioNc3LQkAXt9EA3gpDQNzXgXNGHENAI9v5fmq0QkAGEhQ/xtRCQMpUwaikfkJAYOXQItvJQkAPC7WmeedCQKg1zTtOEUNAMZkqGJXcQkA6kst/SN9CQGHD0ytluUJA2T15WKgVQ0CvlGWIYw1DQHrHKTqS+0JAvHSTGATOQkBcIEHxYxxDQHctIR/0NENArBxaZDvfQkCuR+F6FMZCQIZa07zjxEJABaOSOgEVQ0A9m1Wfqz1DQI/C9ShcB0NAY3/ZPXngQkDu68A5IwJDQF+YTBWM8kJAcT0K16OoQkBO0ZFc/gtDQOF6FK5H+UJAcayL22jIQkCjI7n8h9xCQDSAt0CCykJAKqkT0ETwQkB56SYxCPRCQFZ9rrZiv0JANjy9UpbxQkD0bFZ9rtZCQO/Jw0Kt0UJA8BZIUPwoQ0BCPujZrOJCQJtVn6utMENAzhlR2htEQ0D35GGh1lRDQMl2vp8aZ0NA8IXJVMGwQkCWsgxxrMtCQPLSTWIQyEJAQj7o2ayiQkCcoiO5/JdCQNO84xQdiUJA8KfGSzdpQ0A2zTtO0XlDQLu4jQbwLkNA9wZfmEwVQ0Csi9toAPdCQEYldQKa4EJA/7J78rAoQ0C4QILix4BDQP5D+u3rcENAY+5aQj7QQkDjpZvEIBhDQGwJ+aBnG0NAsHJoke3cQkBEi2zn++FCQDqSy39I/0JAE/JBz2b9QkAFNBE2PC1DQEI+6Nms8kJAiPTb14ELQ0CRfvs6cA5DQHh6pSxDfENAHOviNhq4QkBfKcsQxxJDQCBj7lpCFkNAz/dT46XTQkAdWmQ73+9CQHPXEvJB30JAJ6CJsOHhQkBPQBNhw/NCQLPqc7UVy0JAB/AWSFBUQ0D4wmSqYMxCQATnjCjtJUNA3+ALk6laQ0CIhVrTvNNCQFMFo5I6SUNAnu+nxkvnQkD2KFyPwv1CQET67evA+UJASL99HTj3QkACmggbnt5CQDj4wmSqMENAA3gLJCg+Q0AjSnuDL0RDQKOSOgFNTENAdnEbDeD1QkCutmJ/2a1CQBniWBe30UJAn6ut2F+uQkCq8dJNYkBDQJVliGNdbENAcoqO5PL3QkA/V1uxv9RCQDBMpgpGnUJAMEymCkadQkBv8IXJVPFCQOtztRX7O0NAqvHSTWIIQ0CbVZ+rrUhDQJZDi2znY0NAswxxrIt7Q0AwKqkT0IRCQFfsL7snt0JAm1Wfq62oQkBiodY078hCQLsnDwu1rkJA46WbxCDIQkBeS8gHPStDQH/ZPXlYIENA24r9ZfdUQ0BkO99Pjc9CQGN/2T156EJAVn2utmL/QkBSSZ2AJrJCQF3cRgN4+0JAKqkT0ETAQkCTqYJRSd1CQDarPldbEUNA9P3UeOnWQkCAt0CC4idDQFfsL7snH0NAcM6I0t7gQkD67evAOStDQGx4eqUsE0NArWnecYrWQkCbVZ+rrThDQLUV+8vu2UJAkX77OnDOQkCamZmZmdFCQEHxY8xdA0NAswxxrIv7QkA0ETY8vSpDQHuDL0ym2kJAbjSAt0ACQ0BGJXUCmvhCQHo2qz5X40JA0ZFc/kPiQkBIv30dOB9DQDPEsS5uO0NACRueXinLQkBOYhBYOWxDQCUGgZVDy0JAwTkjSnvjQkC4rwPnjLBCQDlFR3L550JAt9EA3gKhQkB6xyk6kvtCQFK4HoXryUJAwcqhRba7QkDmriXkg/ZCQEa28/3UAENApb3BFyYjQ0Drc7UV+xNDQO5aQj7o4UJAL90kBoENQ0C3Yn/ZPclCQDqSy39Ix0JAjSjtDb7AQkCjAbwFEtxCQMGopE5Ay0JARUdy+Q/5QkBYqDXNOwZDQBniWBe30UJADJOpglEJQ0DZPXlYqC1DQNQrZRni8EJAAiuHFtk+Q0AIPZtVn1NDQP5l9+RhOUNAxm00gLdwQ0BNFYxK6pRCQINRSZ2AtkJA+8vuycOyQkAgY+5aQt5CQFOWIY51AUNAZF3cRgNIQ0BN845TdDRDQEp7gy9MFkNAG55eKcsYQ0Cmm8QgsApDQO7rwDkjIkNAH/RsVn3uQkCsHFpkO/dCQOQUHcnlz0JAYVRSJ6DpQkAZ4lgXtyFDQJJc/kP6FUNAoWez6nM9Q0CeXinLEC9DQGFUUieg4UJAQYLix5jjQkBdbcX+stNCQCcxCKwcykJA0ZFc/kMKQ0BseHqlLNNCQEaU9gZfEENAUWuad5waQ0Bbsb/snuxCQAMJih9j9kJA9wZfmEy9QkACK4cW2e5CQGN/2T154EJAEHo2qz73QkAOLbKd779CQCZTBaOS4kJAS+oENBHeQkAc6+I2GvBCQKCJsOHpDUNAQfFjzF3rQkDek4eFWttCQK+UZYhj9UJAjNtoAG/ZQkBy+Q/pt/9CQF8HzhlR4kJAIo51cRv9QkCqglFJnRBDQEMc6+I2GkNAA3gLJCjmQkAgY+5aQuZCQNjw9EpZDkNAdy0hH/S0QkDIBz2bVfdCQDhnRGlv8EJARdjw9ErJQkDByqFFtrtCQEymCkYltUJAyjLEsS6+QkAKaCJseKpCQCsYldQJyEJACYofY+7aQkA51sVtNDhDQMgHPZtV50JAGCZTBaMaQ0BHA3gLJEBDQM6qz9VWnEJA/fZ14JwRQ0CxUGuad/RCQPwYc9cS8kJAOdbFbTQ4Q0A2qz5XW9lCQD0K16Nw5UJAVg4tsp23QkA=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"sigma_0\":{\"__ndarray__\":\"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samples = az.from_cmdstanpy(sm.sample(data=data))\n", "\n", "bokeh.io.show(bebi103.viz.corner(samples, parameters=parameters))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The full posterior clearly shows a strong covariance between $\\gamma$ and $\\phi$. For a clearer comparison, let's compare the ECDFs of the marginal distributions for $\\gamma$ and $\\phi$ obtained from MCMC and from VI." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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mQ9tfrrP6q3BrZKsOs/nn5QFymU7D8qxCPx8nTsPy0+BcB4huw/DRgkfVrF6z+22O2zyszsPxcq/1peOew/G/M64pCN6z/Rd7eyRGfrP92U8loJXes/vqJbr+nB7D+CPLt868PrP34czZGV3+s/KlQ3F3/b6z+/C1uzlRfsP83IIHcRJuw/02uzsRJz7D+LwcO0b27sP6VKlL2lHOs/y9jQzf7A6z+XVdgMcMHsPxx79lympuw/3JxKBoCq7D+jzXFuE27sP3E5XoHoyes/AMrfvaPG6z8PuRluwOfrP5JZvcPt0Os/IPEr1nCR6z9Czvv/OGHsPytqMA3Dx+s/F9f4TPbP6z/gMNEgBc/sP1fMCG8Pwuw/1xNdF37w7D8hPxu5bsrsP7Pr3orEBO0/pU+r6A/N7D90toDQenjsP4enV8oyROw/fxR15h4S7D+CABk6dtDrP/GBHf8FAuw/K76h8Nk67D/0p43qdKDrP78PBwlRvus/DVLwFHKl6z+dnQyOktfrP14Ou+8Ynus/UmABTBm46z/ay7bT1ojrP7DKhcq/Fus/Xtcv2A3b6z/3lJwTe2jsP/jGEAAce+w/US0iismb7D/EXFK13YTsP5fmVgirMew/HjLlQ1A17D/7kLdc/VjrP418XvHUo+s/MBAEyNAx6z9wJqYLsfrrP5m4VRAD3es/Xd2x2CYV7D+Cc0aU9gbsPwyTqYJRSew/FymUha+v7D9pdAexM4XsP1Naf0sA/us/wVPIlXoW7D8kQiPYuP7rP7K5ap4j8uo/zzEge7176z/qdvaVB2nrP3tOet/42uo/38X7cftl6z/aOc0C7Y7rP0oIVtXLb+w/KQZINIEi7D//kenQ6fnrPy1DHOvitus/hH8RNGaS7D83+pgPCHTsP8+FkV7Ubuw/KuCe50+b6z/4U+Olm0TsP0p/L4UHTew/g/qWOV0W7D+M9nghHR7sPwiqRq8GKOw/F3/bEyQ27D9EUaBP5EnsP40JMZdU7es/Ek4LXvSV6z9mh/iHLT3sP5c48kBkkew/8L+V7NgI7D+t2jUhrTHsP5s7+l+uRew/twvNdRrp6z9OJm4VxMDrPycW+Ipuves/rW71nPQ+7T9WuVD51/LsPyaqtwa2Sus/hEcbR6zF6z8Yz6ChfwLtP7kWLUDb6us/djQO9buw6z9HkbWGUvvrP4EIceXsnes/y03U0twK7D9sXtVZLbDrP103pbxWQuw/FVJ+Uu3T6z9QN1DgnfzrP7Dna5bLRus/2ZPA5hy86z8nE7cKYqDrP1SnA1lPLew/7IfYYOEk7D+hR4yeW2jsP0YIjzaOWOw/teBFX0Ga7D9tqu6RzVXsP2JNZVHYxew/S8rd5/jo7D/JPsiyYOLrP034pX7eVOw/NxlVhnE37D/QX+gRo2fsP8h9q3Xi8us/WVGDaRi+6z84g79fzJbrPzlf7L34Iuw/WK1M+KX+6z/L2NDN/sDrP8oWSbvRR+w/MH+FzJXB6z8QdopVgzDsPxoXDoRkAew/4iGMn8a97D8DYDyDhn7rP31Yb9QK0+s/wjBgyVWs6z9MiSR6GUXsP79hokEKHuw/xausbYrH6z+5401+i87rP9Fa0eY4N+w/8rVnlgQo7D+62LRSCOTrP9L8Ma1NY+s/EqCmlq116z+JJHoZxfLrP919jo8WZ+w/jgHZ692f6z/iI2JKJNHrPz4HliNkoOs/5uWw+47h6j+eCyO9qN3rP+FCHsGNlOw/hSNIpdjR6z/vWGyTikbsPxK9jGK5Jew/pWlQNA/g7D8JwhVQqKfsPy7GwDqOn+s/cO8a9KW36z8JqHAEqRTsP2fXvRWJCew/YKsEi8MZ7D94Qq8/ic/rPwJmvoOfOOw/2IAIceXs6z+MaDum7krsP1uVRPZBFuw/+n/VkSOd6z/OjlTf+UXtPy+lLhnHSO0/2/rpP2v+7D/bM0sC1NTsPyqMLQQ5qOw/9bnaiv3l7D/Rdkzdld3sPxLb3QN03+o/t/C8VGxM6z+uZwjHLPvsP8NHxJRIous/KnCyDdyB6z9Hk4sxsA7sP2ahndMs0Os/2XiwxW4f7D8z4Cwly8nrP6geaXBbW+w/YhHDDmNS7D/MfAc/cYDrPyl3n+Ojxes/PnsuU5Pg7D+Hi9zT1Z3sP6Cp1y0C4+s/Y7X5f9WR7D/uXYO+9PbsPzz4iQPo9+w/zHwHP3EA7D/Fc7aA0HrsP1VoIJbNnOw/nMJKBRXV7D+BBwYQPpTrP70d4bTgxes/71nXaDlQ7D+FI0il2FHsP/OPvknToO0/YRdFD3yM7D9QbXAi+rXrP7r4254gMes/UDi7tUwG7D+w6NZretDrP2Pt72yPXuw/EvdY+tCF7D8qrb8lAH/sPww+zcmLTOw/KQXdXtKY6z/fNlMhHgntPwFsQIS4cus/bkxPWOIB7D8NjpJX55jrP0eQSrGj8es/ngd3Z+027D+7050nnjPsP1afq63Y3+s/PBQF+kQe7D9M4qyImmjrP/nWh/VGLew/PMH+69y06z8Pe6GA7eDrP/cdw2M/i+w/NEsC1NSy6z8GRl7WxILrPziie9Y1Wus/6ukj8Icf7D/RWzy858DrP6N06V+SSuw/8wTCTrFq7D8/AKlNnFzsP+2fpwGDpOs/kL3e/fHe6z+Qvd798d7rP3y5T44CxOs//kemQ6dn6z+lT6voD03sPxMoYhHDDuw/pU3VPbI57D+QoPgx5i7sP54j8l1K3es/eLgdGhYj7D9KRWPt7+zrP3r9SXzuBOw/saTcfY6P6z+OAkTBjCnsP41hTtAmB+w/bY5zm3Cv7D/qsMItH8nrP9WRI52BEew/ICdMGM3K6z9OmDCale3rPyFX6lkQSu0/gsmNImsN7D87NgLxun7sP4gSLXk8Lew/KVq5F5gV7D9AMh06Pe/rPzzAkxYuK+w/1a90PjzL6z9bJsPxfAbtP3/fv3lx4us/RS3NrRBW7D817PfEOtXrP6Q5svLLYOw/2nHD76Zb7D/Co40j1uLsP/ynGyjwTus/ODKP/MFA6z84+MJkquDqP6zhIvd09es/qbwd4bTg6z9srwW9NwbsP2K9UStM3+s/+IxEaASb6z/bNoyC4HHsP211OSUgJuw/QwQcQpUa7D+mfAiqRi/sP7kcr0D0pOw/MNeiBWjb7D8z3eukvqzsP4HR5c3h2us/LNMvEW+d7D9CW86luCrsP9y5MNKL2us/4NqJkpDI6z9/2qhOB7LrP+j4aHHGsOs/W5caoZ8p7D+JRKFl3T/sP2iu00hLZew/bXNjesKS6z/Thy6ob5nsPxsOSwM/Kus/u3uA7ssZ7D/c9Gc/UkTsPyk/qfbp+Os/HottUtHY6z8PmfIhqBrsP3CwNzEkJ+w/wac5eZEJ7D+aWyGsxhLsP4M0Y9F0duw/t2PqruyC7D+YhXZOs0DsP3+IDRZOUuw/aqZ7ndSX6z+9VdehmhLsP774oj1eSOs/gzKNJhdj7D9a8nhafuDrP7lsdM5Pcew/xFvn3y576z+C597DJUfrP0eTizGwjus/0J1g/3Xu6z+cUfNV8jHsP6RwPQrXo+s/yqMbYVGR7D8Q6iKFsnDrP3UEcLN4ses/sVBrmnec6z/V6qurArXrP2B2Tx4Waus/xJlfzQGC6z9JhEawcX3sPwosgCkDh+w/yJkmbD8Z7D+AuoEC7+TsP/8+48KBEOw/cY+lD11Q7D/D8BExJRLsP/YLdsO2xew/Nc8R+S6l7D+CdLFppZDrP0Jg5dAi2+o/QmDl0CLb6j+UaMnjafnsP/HydK4opes/9WkV/aGZ6z+jkjoBTYTsP1/QQgJGl+w/chb2tMNf7D/S4oxhTlDsP9Oh0/NuLOw/oN0hxQAJ7D9EiZY8npbrP/LuyFht/us/dnEbDeCt6z9hURGnk+zrPxmSk4lbBew/8KMa9nti7D+DwqBMo8nrP42XbhKDwOs/VKpE2VvK6j9lwi/186bsP4v5uaEpu+w/WyIXnMFf6z95lbVN8TjsPyjRksfT8us/26SisfZ37D9dbjDUYYXsP4VefxKfO+w/2/0qwHeb7D9Bt5c0RuvrP8mP+BVrOOw/HhhA+FCi6z9ma32R0BbsP8sRMpBnF+w/ZK93f7xX7D8QCHQmbSrsP6X1twTgH+w/cNI0KJqH7D+AY8+ey1TsPycvMgG/xus/hT5YxoZu7D+OsKiI00nsP4h/2NKjKew/Y2GInL4e7D9Fgqlm1lLrP5gYy/RLROs/ZYuk3ehj6z8g09o0ttfrP4yfxr35jew/AHUDBd5J7D8AdQMF3snrPyU7NgLxuus/tDukGCBR7D+UMNP2r6zrP/MhqBq9mus/rp/+s+ZH7D+mft5UpELsP8Hj27sGfew/KJzdWibD6z94l4v4TszrPxIu5BHcSOw/Vd6OcFrw6z+fH0YIjzbsPxJPdjOjH+w/tRmnIapw6z81t0JYjSXsP1p/SwD+qes/X0NwXMbN6z87j4r/O6LrP4lEoWXdv+s/E57Q60/i6z+GkzR/TOvrP8kDkUWa+Os/A+rNqPmq6z/+mxcnvtrrP6m+84sS9Os/GmoUksxq7D8cX3tmSYDsP24164zvC+w/WaKzzCIU7D8jFFtB0xLsPyMUW0HTEuw/ngd3Z+226z+zt5Tzxd7rP86LE1/tqOs/pBr2e2Kd7D/oZn+g3LbrP+atug7VFOw/fXpsy4Az7D96HXHIBlLsPxQhdTv7yuw/wHtHjQkx7D+QEru2t9vsP2/XS1MEuOw/740hADh27D+s4SL3dPXsPzz03a0s0ew/MZqV7UPe7D/eHK7VHnbsPysTfqmft+w/yvrNxHQh7D86z9iXbDzrPxTsv85NG+w/lZ1+UBcp7D8m/5O/e8frPyjS/ZyC/Os/XtkFg2tu7D9ihsYTQRzsP2xfQC/cOew/PITx07i37D+VKHtLOd/rP3Pbvkf9des/s874vrjU6z/KxK2CGOjrP9HLKJZbWus/gzEiUWjZ6z+cxCCwcmjsP9YcIJijx+w/c0urIXEP7D88E5oklhTsPwW/DTFec+s/Pq946pEG7D9f7L34oj3sP5YFE38U9es/dJmaBG9I7D8yx/KuekDsP+Fembfquus/OC140VeQ7D+HFAMkmkDtP/WFkPP+P+s/4Zumzw447D9oPudu18vrP8U4fxMKEew/5jxjX7Jx7D8gRgiPNo7rP+7of7kWres/SFD8GHNX7D+a7J+nAYPsPwfsavKUVes/glZgyOpW7D/iy0QRUjfsPytrm+JxUew/qBlSRfEq7D9EboYb8HnsP00R4PQuXuw/5fBJJxJM7D/HhJhLqjbrPwAce/ZcJuw/uLBuvDuy6z8pz7wcdl/rP453R8Zqc+s/huXPtwVL7T8B++jUlU/tP61sH/KWq+w/wTkjSnuD7D/rkJvhBvzrPzdxcr9D0es/G7luSnmt6z/aHr3hPvLrP7t7gO7LGew/f2399J+16z9NLsbAOo7rP00uxsA6jus/sf1kjA8z7D/WU6uvrgrsPwFPWrisQuw/wcb17/pM6z93Mc10r5PrP5HRAUnYt+s/Im3jT1S26z/27LlMTQLsPzY8vVKWIew/iGaeXFOg6z/kh0ojZnbrP5CiztxDQuw/BHKJIw9E7D/IeJRKeELsP2t/Z3v0Bu0/skrpmV5i6z80LhwIyQLrP8sw7gbRWuw/8u8zLhyI7D/5ZTBGJArsP+V+h6JAH+w/ieyDLAsm7D/Y8zXLZaPrPyzUmuYdp+w/EkpfCDlv7D9zLVqAttXsP7VU3o5wWuw/MPDce7jk6z/cErngDH7sP9lAuti0Uuw/u0T11sBW7D9qozodyHrrP8L4adyb3+s/VcA9z5+26j8SMpBnl+/rP3DSNCiaB+s/wQEtXcE26z+Sk4lbBTHrP/WCT3PyIuw/gLdAguJH7D/T3uALk6nrP+gTeZJ0Tew/+YOB597D6z+c+6vHfSvsP7Oarie6Luw/oOBiRQ2m6z+1/MBVnsDrP8SY9PdSeOw/OV/svfii6z+JQzaQLrbrP4Fc4sgDkew/3GJ+bmjK6z/O3hltVRLsP5XTnpJzYuw/TFMEOL0L7D+AfXTqyufrP4XNABdkS+w/XdxGA3gL7D+h20sao/XrP0G5bd+j/us/ou2Yuiu76z9ma32R0JbrPziCVIodDew/weWxZmQQ7D+hgy7h0NvrP+lF7X4V4Os/Mlab/1cd7D+VDWsqi8LrP32SO2wis+s/l8lwPJ8B7D8GL/oK0gzrPwq9/iQ+9+o/CVT/IJKh6z8KaY1BJ4TrP+7of7kWLes/mZ6wxAPK6z/kFB3J5b/rP53WbVD7res/m1lLAWl/7D8SSl8IOW/sP7wkzoqoCew/Er2MYrml7D995xcl6K/rP8xgjEgU2us/amgDsAER7D+fdCLBVLPsP1wea0YGOew/zLipgeZz7D8O3IE65VHsP7+6KlCLQew/AiuHFtlO7D8Wvr7WpUbsP/KWqx+bZOw/C+2cZoF26z+g3/dvXhzrPxoUzQNY5Os/cF8HzhnR6z/mPc40YXvrP9/DJcedUuw/cm9+w0QD7T8rweJw5lfsP1bxRuaRv+s/gjtQpzy67D8bE2IuqdrsP53VAntMpOw/ZqTeUznt6z/cKR2s/3PsP62lgLT/ges/SBlxAWgU7D85RNycSobrPzS6g9iZwus/VkRN9Pmo7D+d1JelnRrsPzVB1H0AUuw/UfUrnQ/P6z+0WIrkKwHsPwnGwaVjzus/e2mKAKf36j++afrsgGvsP10av/BKkus/10y+2ebG6z+u8ZnsnyfrP7StZp3xfes/dc3km21u7D+yKsJNRpXrP7Iqwk1Gles/2H+dmzZj7D+4VnvYCwXsP/89eO3Shus/U84Xey8+7D/HnGfsS7brP2glrfiGQus/8GlOXmSC7D9i26LMBhnsP3kHeNLCZew/Qgkzbf9K7D/AIr9+iA3sPxJsXP+uT+w/SiandoYp7D/GM2jon+DrP+vFUE60K+w/F7zoK0gz7D+4zOmymFjsP/W52or95eo/PBVwz/On6z9yUS0iiknrPzifOlYpPes/E0n0Morl6z/UQzS6g9jrP6c8uhEWles/vfvjvWpl7D+yEB0CR4LrP1dgyOpWT+w/MSQnE7eK6z8i41Eq4QnrP8HG9e/6TOs/zT6PUZ556z9hbCHIQYnrP8lWl1MC4us/QNr/AGvV7D+EnWLVIEzrPzXvOEVHcus/isdFtYio6z8uOIO/X0zsPx5QNuUK7+s/g02dR8X/6z8hPUUOETfsP0DdQIF3cuw/B7KeWn316z/t9e6P9yrsP5kNMsnIWew/csKE0azs6z/lmgKZncXrP4OkT6voj+s/QSrFjsYh7D8XKv9aXjnsP3FxVG6iFuw/bRyxFp8C7D9DPX0E/vDrPxEawcb17+s/a/C+Khcq7D9PXfksz4PrP3DQXn089Os/QGt+/KVF7D+zRdJu9LHrP+j1J/G5k+s/X5Z2ai636z/PhCaJJWXrP2owDcNHROs/YRvxZDcz7D9n74y2KgnsP8uD9BQ5xOs/0lJ5O8Jp7D8gQlw5e+frPyRkIM8u3+s/MC/APjr17D8OoyB4fHvsPwqd19glquw/QxoVONkG7T9ssHCS5o/rP34CKEaWTOw/MnctIR/06z8yWkdVE8TrP2A97lutE+w/ke9S6pLx6j9ZNQhzu5fsPxRf7SjOUes/zt2ul6aI6z/HYptUNNbrP/tA8s6hDOw/zLVoAdrW6z8uILQevkzrP0SKARJNoOo/24ZREDw+6z+ZEkn0MgrsP0/o9SfxOew/GT230JUI7D9tyD8ziA/sP529M9qqpOs/9lymJsGb6z9G71TAPc/sP3nm5bD7Duw/uaXVkLjH6z/goSjQJ/LrPyKrWz0nves/EheARunS6z8fZFkw8UfsP+fgmdAkses/aeOItfiU6z9rgxPRr63rP3OdRloqb+w/Ci5W1GCa6z95d2SsNv/rP/lkxXB1AOw/Rgw7jEl/7D9xkXu6uuPrP9QP6iKFsuw/+WhxxjCn7D9wCcA/pUrsPweVuI5xxew/2/y/6siR6z9FgNO7eL/rP3ZQiesY1+s/oYFYNnNI6z/bxMn9DsXrP/PkmgKZnew/DvRQ24bR6z/axwp+G2LrP5ENpItNK+w/WDfeHRmr7D/lDTDzHXzsP+sdboeGRew/XRd+cD716z8l5llJK77rP9Gy7h8L0es/nQ5kPbX66z+cUl4roTvsPz21+uqqwOs/N/5EZcOa7D+pZ0Eo7+PtP8CXwoNmV+0/mPijqDN37T+WCFT/IBLrP8CzPXrDfew/kZkLXB5r7D/RQZdw6C3sP3eeeM4WkOw/CeI8nMD06z9TzEHQ0SrsP6bR5GIMrOs/32xzY3rC6z9vL2mM1tHrP28vaYzW0es/XtpwWBr46z8+eO3ShkPsP3lzuFZ72Ow/eJlho6zf7D+mft5UpMLrP4iDhChfUOw/sMbZdARw7D+pFDsah/rrP0PIef8fJ+w/v4I0Y9F07D/rOel942vsPyZXsfhN4es/TpgwmpXt6z9xy0dS0sPrP+4+x0eLs+s/UbtfBfhu6z/E0sCPatjrP/0zg/jADuw/fcwHBDoT7D/W477VOvHrP7k2VIzzN+w/L+Blho0y7D8095DwvT/sP1nbFI+Lauw/RrOyfcjb6z8IAmTo2EHsP5KSHoZWJ+w/rB4wD5ny6z9nJhjONUzsP9vDXihgO+w//1peud626z9kA+li00rsP5lGk4sxMOw/WvENhc9W6z9HOC140dfrP8vZO6OtSuw/73IR34nZ6z+nPpC8cyjrPwTHZdzUQOs/V17yP/m76z+vCz84nzrrP8+HZwkyAuw/IeaSqu2m6z/ou1tZojPsP+i7W1miM+w/LZYi+Uog7D//kenQ6XnrPwkbnl4pS+s/95MxPsze6j/rAl5m2KjqPwZINIEilus/DamieJU16z/souiBj0HsP5WfVPt0vOw/2bJ8XYZ/7D+Mu0G0VjTsPzsYsU8Axes/UtMupplu6z/tSWBzDh7rP3RgOUIGcuw/nWSryykB7T8486s5QLDsP+LNGryvyuw/ODEkJxO37D8MW7OVl/zrP4eL3NPVHew/FW9kHvkD7D+BzqRN1T3sPzxO0ZFc/us/Kxcq/1re7D8aGk8EcR7sP2aEtwchoOs/zEI7p1mg6z8k0GBT59HrP9Hq5AzFnes/CACOPXuu7D8Ylj/fFqzsP69A9KRMauw/wqbOo+J/7D8dyHpq9dXrP78NMV7zqus/vw0xXvOq6z9YOEnzxzTsPw4WTtL8Mew/wVjfwORG7D8Pm8jMBa7rPxcQWg9fpus/XB5rRga56z/qQqz+CMPsP99OIsK/iOw/M0+uKZDZ7D8d5PVgUnzsP0XXhR+cz+s/1lWBWgye6z+ADB07qETrPyy69ZoeFOs/RDNPrikQ7D9iZwqd11jsP38w8Nx7OOw/j4mUZvM47D+JKZFELyPsP3px4qsdxes/beNPVDas6z86ysFsAozrP94FSgosgOs/r+lBQSla7D+G4o43+a3sPzVDqihe5ew/I6DCEaRS6z+xTSoaa3/rP7FNKhprf+s/nyEcs+xJ7D9xcVRuohbrP9wqiIGu/es/qyAGuvaF6z9k6q7sgsHrP6r0E85uLew/gBDJkGNr6z9Yx/FDpRHtP2ZPAptzcOs/DD1i9NzC6z99rrZif1nrP7KeWn11Vew/Bwjm6PF77D+8lLpkHKPsP/yJyoY1les/jdMQVfiz6z8sRIfAkUDrP86I0t7gi+s/0c/U6xaB6z+qCg3EshnsP5J6T+W0J+w/dH6K48Cr7D/+ZffkYaHsP+F+wAMDiOw/wmwCDMuf6z+Bd/Lpsa3rP0fku5S6ZOw/YroQqz9C6z+PqFDdXHzrPxvaAGxAhOs/LLe0GhJ37D90llmEYqvsPxowSPq0Cuw/K061FmYh7D/o2EElrmPsP7+36c9+pOw/ML39uWjI6z9f7L34oj3sPyrJOhxdpes/ByY3iqy16z+/f/PixFfsP6voD808ues/f0xr09he7D8o0v2cgnzsP1BVoYFYNuw/v+5054ln7D9FSx5Pyw/sP/ZhvVErzOs/obyPozky7D+CcXDpmHPsP54JTRJLSuw/l8gFZ/D36z/C3y9mS9brPy3qk9xhE+s/WoRiK2ha6z+PUZ55OWzrPy0/cJUnEOs/02pI3GNp7T/zOuKQDSTsP1+X4T/dwOs/H5+Qnbcx7D+Dhv4JLlbsPx4YQPhQIuw/L75ojxdS7D8APKJCdXPsP6sjRzoDI+w/5lq0AG0r7D99dsB1xYzsP1h1VgvsMew/0ZMyqaEN7D8CYhIu5BHsP2XequtQTew/XqCkwAIY6z/xD1t6NFXrPx5Pyw9c5es/IJkOnZ536z8x0SAFT6HrP9i2KLNBJuw/P3RBfcsc7D/JWdjTDn/rPy9szVZe8us/B5YjZCDP6z8onrMFhNbrPyyBlNi1Pew/kuumlNfK6z/DYtS19j7sP/ILryR5ruw/NpTai2i77D9maafmcoPsPwAfvHZpw+w/l3X/WIgO7D+wA+eMKO3rP9KOG3433es/Yr1RK0zf6z/u7ZbkgF3rP6t4I/PIH+w/vmvQl97+6z8A/b5/8+LqP+PhPQeWo+s/aAbxgR3/6z8GE38UdebrP7bY7bPKTOw/bHnletvM6z/8/PfgtUvsP/D6zFmfcuw/XDgQkgVM6z8rMGR1q2fsP/sFu2HbIuw/vady2lNy7D+XcOgtHl7sP0BOmDCalew/rHMMyF5v7D/Jcad0sH7sP+XtCKcFr+w/fIDuy5lt7D9DAkaXNwfsP/rwLEFGQOw/Ja5jXHHx6z+9OseA7PXrP8b3xaUq7es/Y3rCEg+o6z+POGQD6WLsP0+Q2O4eIOw/xLKZQ1KL6j8dWfllMMbrP5UrvMtFfOs/YHXkSGfg6z/ZP08DBknsPw1TW+ogr+w/61T5npGI7D85YcJoVjbsP4c2ABsQoes/5e5zfLS47D98KTxodt3sP2wFTUusDOw/PDHrxVDO6z93ZoLhXEPsP5UsJ6H0hew/ZqIIqdtZ7D9gr7DgfkDsP1UxlX7CWew/3Xu45LhT7D+DFDyFXCnsP4rIsIo3sus/8GlOXmSC6z97uyU5YFfsP82ueysSk+s/rOKNzCN/6z8hWcAEbl3sP3R5c7hW++s/0y6mme517D9LVkW4yajrP0USvYxiues/WB8PfXcr7D9L6C6JsyLsPyjS/ZyCfOs/gGCOHr+36z8DsWzmkNTrP5sCmZ1F7+s/3uhjPiBQ7D8Np8zNN6LsP1+zXDY6Z+w/iV+xhotc6z/9+iE2WLjrP2iu00hL5es/S1rxDYVP7D8xfa8hOK7rP+c5It+lVOs/1EZ1OpD16z/vchHfiVnrP6/NxkrMs+s/rd7hdmhY6z9AijpzDwntPzTz5JoCmew/zcth9x3D7D/NzqJ3KmDsP6Gd0yzQbuw/28GIfQKo7D81QGmoUcjrP4IC7+TT4+s/uoWuRKD66z9eZAJ+jSTsP8WNW8zPjes/LPNWXYdq7D/SOqqaIGrsP4IclDDTduw/EhH+RdAY7D9SuvQvSeXrP7VrQlpjUOw/yNKHLqjv6z/7rZ0oCQntP6Je8GlOXus/gXozar7K6z8s1JrmHafrPwfPhCaJpes/vaqzWmCP6z/FBDV8C2vrP3lYqDXNu+0/yuAoeXWO7T8mqyLcZFTrP/YNTG4UWes/S+oENBG26z9r9GqA0lDsP9I0KJoHsOo/0jQomgew6j82eF+VCxXrP3EBaJQufes/f/YjRWRY6z9Wtg95y1XrP3nm5bD7Dus/PwJ/+Plv7D9pp+ZygyHsP9OkFHR7yes/26fjMQOV7D+NtiqJ7IPsPwJhp1g1iOs/MswJ2uTw6z8PY9LfS+HsP7TMIhRbQew/rmTHRiDe6z/rVWR0QBLsPxQ/xty1BOw/3NlXHqQn7D/O4VrtYS/sPx3Iemr1Ves/y0qTUtBt6z9Lkuf6PhzrP4AnLVxWYes/8l8gCJAh6z9eZ0P+mUHrP7kZbsDnB+w/PiXnxB5a7D/MYmLzcW3sP9P58CxBRuw/r7X3qSq06z+fBaG8j6PrP9EeL6TDw+s/0XR2MjjK7D9x58JIL2rrP4Qu4dBbPOw/GlOwxtn06z8aU7DG2fTrP4Jvmj47YOs/jdE6qpqg6z8kD0QWaeLsP5m8AWa+A+0/qdkDrcAQ7T/bh7zl6sfrP8tMaf0tges/q5LIPsgy6z9TP28qUmHsP/rQBfUt8+w/jBNf7ShO7D/eHK7VHnbrP+nxe5v+7Os/9lymJsEb7D/XUGovom3rPyAnTBjNyus/TMPwETEl6z/T2cngKHnrPwsL7gc8MOw/HCYapOAp7D+gxOdOsH/sP1YL7DGRUuw/bJOKxtrf7D8jERrBxnXsP0Xaxp+o7Os/hc/WwcFe7D8PC7WmeUfsPzlkA+liU+w/uhRXlX1X7D8eiZenc8XsP/5/nDBhtOw/ntLB+j+H7D8OEqJ8QQvsPxVXlX1XhOs/2lTdI5sr7D81lrA2xk7sP6jlB67yhOw/U5EKYwvB7D8+sOO/QJDsP7Mj1Xd+0es/pwaaz7lb6z8yyjMvh93rPxBZpIl3AOw/gsgiTbyD6z9EUDV6NcDrP2UZ4lgXt+s/eev822U/7D+tNCkF3d7rP37lQXqKHOw/LIL/rWTH6z+BlUOLbOfrPyVYHM78auw/QbYsX5dh7D9J2/gTlY3sP2GJB5RNues/GTxM++b+6z8fZ5qw/eTrP2+3JAfs6us/sHQ+PEsQ7D/Ughd9BenrP+brMvynG+w/bOnRVE9m6z9RLo1feKXrPyPb+X5qvOs/bVM8LqrF7D+8z/HR4gztP0ZB8Pj2Lu0/+1dWmpQC7T8SLuQR3MjsP1CMLJlj+ew/xqNUwhP67D+OPXsuUxPtP4C21awzvuw/5bfoZKl16z/7WwLwTynsP8obYOY7eOs/cAZ/v5it6z/h0cYRa3HsP0UsYthhTOw/xqNUwhP66z+1UDI5tbPsP6/rF+yGbew/T3gJTn0g7D8PtW0YBUHsP3VZTGw+rus/hzYAGxAh7D/e5LfoZCnsP19GsdzS6us/D4C4q1eR6z++hXXj3ZHrP/8EFytqsOs/vJaQD3q26z+FzQAXZMvrPzBLOzWXG+w/qkTZW8r56j/AstKkFPTrPyWyD7IsGOw/NQwfEVMi7D+5bd+j/vrrP2Zs6GZ/oOw/Pl3dsdim7D9eMLjmjv7rP09ZTdcT3es/T1lN1xPd6z8udCUC1b/rPyO/fogNlus/vTYbKzFP6z8ZBFYOLbLrP6zKviuC/+s/IojzcALT6z8tXiwMkVPrP0f/y7Voges/GckeoWZI7D+sxacAGE/sP4SezarPVew/+RG/Yg2X7D9FveDTnDzrP2ST/Ihfses/Tg00n3O36z8f2scKfhvsP63aNSGtses/on+CixU17D/G20qvzUbsP0oLl1XYDOw/QxoVONmG6z/Ztb3dkhztPy2Xjc75qew/PGh23VuR6z/8NO7Nb5jsP3L4pBMJpuw/6Ih8l1KX7D88LT9wlafsPxMLfEW3Xuw/vrwA++hU7D/U8gNXeQLtP8O68e7I2Ow/lIRE2sYf7T94eqUsQxztPwMkmkARi+w/58Qe2seK6z+OdAZGXlbrP/MDV3kCYes/fJ3Ul6Ud7D/lRpG1hlLsP11PdF34Qes/ZapgVFIn6z+RKLSs+8fsPzz1SIPbWu0/W7VrQlpj7D/sFRbcD3jsP11wBn+/GOw/6WSp9X4j7T9JSQ9Dq5PsP3nMQGX8++w/Sbw8nSvK7D9HH/MBgc7sP+Y+OQoQhew/EeM1r+qs6z/mstE5P0XsP5OnrKbries/86/llevt6z9f61Ij9LPrPyY6yyxCMew/KZgxBWuc6z/J5NTOMLXrPwHChxIt+es/iujX1k//6z/yfAbUm1HsP5oF2h1SDOw/gQabOo8K7D/hXS7iOzHsPxFV+DO8Wew/y74rgv8t7D9sQlpj0InrP9VamIV2Tuw/1uWUgJiE6z/W5ZSAmITrP2bc1EDzOes/FqHYCpoW7T+pTDEHQcfrP91hE5m5wOw/Tn6LTpba7D9hVb38ThPrPzi/YaJBCu0/wOrIkc7A6z9CXDl7Z7TrP5+wxAPKpus/i3H+JhSi6z+CHmrbMIrsP6CIRQw7jOw/P6w3aoVp7D9pOGVuvhHsPzfdskP8Q+s/MXvZdtoa7T/vAiUFFsDrP/q19dN/1us/UwPN59zt6z+z0w/qIgXsP0VKs3kcBuw/93KfHAUI7D/qdvaVB2nsP2rf3F89buw/34yar5IP7D8VH5+QnTfsP/eTMT7MXuw/JCcTtwri6z+x3NJqSFzsP3MrhNVYwus/3SVxVkTN6z8zxRwEHa3rP71TAfc8/+s/zGPNyCB37D9pO6buyi7sP5cDPdS2Yew/KcsQx7q47D8guMoTCLvsP+PdkbHafOw/RZ4kXTN57D/lszwP7k7sP+c3TDRIwew/XyhgOxix6z9UOe0pOafrP7U1IhgHF+w/1VktsMfE6z9WKNL9nILrPyBCXDl7Z+s/RIXq5uLv6z+vWwTG+obrP9rIdVPK6+s/aLEUyVcC7D9vLCgMyrTrP32TpkHRvOs/soLfhhiv6z9Xem02VuLrP/Widr8KcOs/6pWyDHGs7D+H30237BDtP5w0DYrmgew/iQj/ImjM6j/Q7pBigETrP++oMSHmkus/IXh8e9cg7D/76NSVz3LsP8aH2cu20+s/4C9mS1ZF7D9szVZe8j/rPwmnBS/6ius/zQLtDimG6z8Xm1YKgdzrP+AsJctJKOw/ba0vEtpy7D9eud42UyHsP4MT0a+tH+0/9WOT/Ijf7D/M7snDQq3sP0OrkzMUd+w/CVIpdjSO7D//69y0GafsP1eyYyMQr+w/QZscPunE6z8DCvX0EXjrP4ld29styes/PgYrTrUW7D+kOEcdHVfsPzm0yHa+H+w/DFcHQNxV7D+DoQ4r3PLrP1rW/WMhuus/ZRpNLsbA6z8hWFUvv1PrP5Za7zfa8es/JA1uawvP6z+wHvet1gnsP379EBssnOs/ZLK4/8h07D97Lei9MYTrP1rz4y8t6uw/1A/qIoWy7D/nqKPjamTsP0+tvroq0Os/jWDj+nd97D8RUrezr7zsP1IP0egOYuw/g7709uci7D8Ja2PshJfsPxU3bjE/t+w/81meB3dn7D8V5j3ONGHsP18IOe//Y+s/Mv/omzQN7D/knq7uWOzrP8vZO6Otyus/asGLvoI07D+hndMs0G7rP4ocIm5Opes/NxjqsMIt7D9sCfmgZzPrPyEdHsL4aew/mGiQgqcQ7D/44SAhyhfsP1yQLcvXZew/TwXc8/xp7D9wlScQdgrsP34bYrzm1es/Bmfw94vZ6z/Nj7+0qM/rPzQSoRFs3Os/FvpgGRs67D+CVmDI6lbsPznSGRh5We0/L6UuGcdI7T+536Eo0KfsPz1/2qhOh+w/bywoDMq07D/XMhmO57PsP1ZhM8AFWes/rkfhehSu6z8tIorJG+DrP+LIA5FFGuw/8RKc+kDy6z/dJtwr89brPzI7i96pgOw/F0UPfAzW6z9RvMrapvjrP7YTJSGRtus/tcGJ6NfW6z+afLPNjenrP28O12oP++w/+U1hpYIK7T8GK061FmbsP91hE5m5QOw/lNxhE5k57D//z2G+vIDsPyfbwB2o0+w/7PZZZaY06z+im/2BctvrP/K0/MBVHuw/X16AfXTq6z/9Ma1NY3vsP8GLvoI04+s/5zqNtFTe6z9f61Ij9DPsP94AM9/BT+w/76oHzEMm7D8P0H05s93sP0TdByC1iew/eomxTL/E6z+4dMx5xr7rP/6arFEPUes/Mc9KWvGN6z+4lPPF3ovsP808uaZA5uw/xvgwe9n27D9SYWwhyMHrP8i0No3tNew/LGLYYUz67D/AXmHB/QDsP3uH26FhMew/jNtoAG8B6z/ex9EcWXnrPy2Xjc75qes/wOszZ33K6z8CYhIu5BHsP8kfDDz3nus/ONpxw++m7D8PRuwTQDHsP9I5P8VxYOw/dt8xPPYz7D9ENLqD2JnrP1wea0YGOew//WoOEMzR7D8pXfqXpLLrP1PQ7SWN0es/uK0tPC+V7D+3nEtxVVnsP11vm6kQD+w/NfEO8KSF6z+5VKUtrvHsP8MRpFLsaOw/X9ODglK06z8ZVBuciH7sP12LFqBtNew/elImNbQB7D8v3/qw3ijsP31cGyrG+eo/iZl9HqM87D8apyGq8OfrPwiqRq8GKOw/WvW52or96z8fDhKifEHsPz48S5ARUOw/NEjBU8iV7D+TOgFNhI3rP3iazHhbaew/djI4Sl6d7D9zu5f75CjtP7UaEvdY+uw/5YBdTZ4y7T/Jqgg3GdXsP2DI6lbPSew/XYqryr6r7D8mcsEZ/H3sP9klqrcGtus//Wt55Xrb6z+uKZDZWXTrP/+WAPxTquw/VTGVfsLZ7D/Ca5c2HJbrP9BhvrwAe+s/qmBUUicg7T+I1R9hGLDrP80Ew7mGmew/MWDJVSz+6z/Qe2MIAA7sP3aNlgM91Os/v9cQHJfx7D/AXfbrTnfrPwnE6/oFu+w/ajS5GAPr6j/gDtQpj+7rP8ITev1JfOs/lgoqqn6l6z+6h4Tv/Q3sP1Dj3vyGCew/huRk4lbB7D/kZyPXTSnrP77bvHFSGOw/Wtb9YyE66z+t26D2W7vsP7qe6Lrwg+s/KAzKNJrc7D+QMuIC0KjsP/kUAOMZtOw/vXMoQ1VM7D8LRiV1AprrP1RweEFEauw/MshdhClK6z9IGAYsuYrsP+eO/pdrUew/aw97oYBt7D8eb/JbdDLsP4LJjSJrDew/0uEhjJ/G6z+KdD+nID/rP1fNc0S+y+s/u5unOuTm6z+7m6c65ObrPw/R6A5i5+s/w2Fp4Ec17D/Meca+ZGPrP/MEwk6xaus/QIS4cvZO6z9kr3d/vNfsP5wZ/Wg45ew/rI4c6QwM6z88g4b+Ca7rP7RWtDnO7ew/SwFp/wOs6z9p/pjWprHrP43ttaD3Rus/OEnzx7S26z8mi/uPTAfsP/rt68A5o+s/071O6stS7D9uUtFY+7vrPw3hmGVPAuw/6dMq+kOz6z+f508b1WnrPwt9sIwNXew/CryTT49t7D+oqWVrfRHsP06bcRqiCuw/gAwdO6hE7D+NYU7QJgfsP7Mo7KLoges/smSO5V116z/FWKZfIt7sP/UrnQ/Pkuw/ymsldJdE7D8mGw+22O3sP0RrRZvj3Os/6bZELjiD6z8qx2Rx/xHsPz6Skh6GVus/JnLBGfx96z9hNgGG5U/sPwAd5ssLsOs/GAeXjjnP6z/8AKQ2cfLrPx/zAYHOJOw/4Xmp2JhX7D+SzVXzHJHrPwQ6kzZVd+w/RDNPrikQ7D93ZKw2/6/rP//sR4rIMOw/xjapaKz96z+xFwrYDkbsP5W6ZBwj2es/llmEYivo6z/owd1Zu+3rPzpa1ZKOcuw/UFWhgVi26z9St7OvPMjrPwX9hR4x+us/ou4DkNrE6z94KXXJOMbrP5QxPsxetus/Z0P+mUF86z/IQQkzbf/rP6t14nK8Auw/L6NYbmk17D+mRBK9jOLrPwcKvJNPj+s/+WUwRiSK6z9bIhecwV/tPw2K5gEscuw/bCOe7GZG6z8ydOygEtfqP5eMYyR7BOs/l4xjJHsE6z86yVaXU4LrP1bWNsXjous/chQgCmbM6z9VaYtrfKbrPwqfrYODves/zv+rjhxp7D/20hQBTm/sP0Os/gjDAOw/jup0IOup7D842JsYkpPsP2ub4nFRLew/JA7ZQLrY6z/iBKbTuo3rP3rFU480uOs/mgmGcw0z6z80EqERbNzrP4nS3uALE+w/0sWmlUIg7D9PsWoQ5vbrP0xV2uIaH+w/GonQCDYu7D/H1ciutAzsP2gfK/htCOw/7BhXXByV6z/aOc0C7Q7sP5ZZhGIr6Oo/4j0HliPk6z/fisQENfzrP4KrPIGw0+s/glZgyOpW6z/URQpl4evrPwagUbr0L+s/SfdzCvKz7D/sEtVbA9vrP2QGKuPf5+s/qaCi6le67D8gs7PonQrtP7dDw2LUNe0/AaYMHNBS7D+NuAA0SpfrPzoIOlrVkus/KZZbWg2J6z/44ov2eKHrP/buj/eqFew/deeJ52yB6z/UfmsnSkLsP/Ls8q0Pa+s/2BGHbCBd6z+3Q8Ni1LXsP6uVCb/UT+w/PGu3XWgu7D/ZmULnNXbsP2zu6H+5luw/IQa69gX07D93SDFAoonsP6a6gJcZtus/6rKY2Hzc6z8iMxe4PFbsP5Lp0Ol5t+s/qaROQBNh7D9fQgWHF8TsP19CBYcXxOw/b2dfeZAe7D8R4PQu3o/sP0fJq3MMyOw/XyUfuwsU7D+ULv1LUhnsPz/lmCzuP+w/s3kcBvNX7D9bsFQX8LLsPw3eV+VC5ew/sg+yLJj47D+xa3u7JTntP2wjnuxmRu0/CXHl7J1R7T8MrU7OUFzsP4nsgywLJuw/b9kh/mHL6j9UH0jeOZTsP4Yb8PlhhOs/Drxa7swE7D8YRKSmXUzsP7FqEOZ2L+s/v/OLEvSX7D+wrZ/+s+bsP4XtJ2N8GO0/AfinVIky7D8nZyjueBPsP3RDU3b6wes/Xw1QGmoU7D9fDVAaahTsP05FKowthOs/rmUyHM9n7D96yJQPQdXrP+HP8GYN3us/GJXUCWgi7D9G0JhJ1AvsPzTbFfpgGew/uJTzxd4L7D9NEHUfgFTsP/je36C9eus/iSmRRC8j7D8W+fVDbLDsP+22C811mus/nuv7cJCQ6z+pwTQMHxHsPwT+8PPfA+w/wQKYMnBA7D/RP8HFihrsP39LAP4pVes/J/Vlaafm6z/Y0qOpnkzsPzKuuDgqt+s/PDCA8KFE7D82qz5XW7HsP0K0VrQ5Tuw/PXyZKEJq7D+piNNJtjrsP1vR5ji3Cew/aVVLOspB7D/VWpiFdk7sPz0P7s7abew/Ht5zYDlC7D/8brplh/jrP/cA3ZczW+s/bZBJRs7C6z8mbarukc3sPxdnDHOCtus/qOMxA5Xx6z9ZEwt8RTfsPx2u1R72Quw/+fauQV967D/mO/iJA2jrP1OynITSl+s/BP7w898D7D8EHEKVmr3sP+3Vx0Pf3ew/W11OCYhJ6z/OxHQhVn/sPy2Xjc75Kew/7gc8MIBw7D+ismFNZVHrP6zlzkwwnOw/Kld4l4t46z9BguLHmDvsP5scPulEguw/Ad2XM9uV6z+f5Xlwd1bsPz22ZcBZSuw/DtlAuti07D/WAntMpLTsP34dOGdEaew/aJWZ0vpb6z/4VE57Sk7rP4Rjlj0JbOw/E0ceiCxS7D8EqRQ7GofrP6TEru3tlus/oWgewCK/6z9Xem02VuLrPzvhJTj1Aew/gO82b5yU6z8aUdobfGHrP0ZFnE6yVew/n3b4a7JG7D8ZOnZQiWvrP7yVJTrLrOs/bsK9Mm9V6z+TOgFNhI3rP/YINUOqKOw/MpOoF3ya6z/wFHKlngXsP6AYWTLH8us/0o4bfjdd6z8naJPDJ53rP6N06V+SSuw/o3TpX5JK7D+cbAN3oM7rP77ArFCke+s/i6Td6GO+6z9tADYgQtzrP9UFvMyw0es/mWclrfiG7D/LuRRXlX3sP5BoAkUs4us/Qni0ccRa6z9A+bt31JjrP3aMKy6Oyus/VOOlm8Qg7T/gDtQpj+7sP8jShy6o7+w/uoJtxJNd7D++2HvxRXvsPw/SU+QQ8es/inJp/MIr7D8DJJpAEQvsP8SxLm6jAew/AyZw626e6z9ftMcL6fDrP556pMFt7es/V9C0xMro6z8sYthhTPrrP/7yyYrh6us/W311VaCW6z8FwePbu4brP/QWD+85sOw/647FNqno6z990LNZ9TnsP1K3s688SOw/xM9/D1477D8Rxk/j3vzrP3zvb9Be/es/+x711yus6z+rXKj8a3nrP1BtcCL6New/PiE7b2Mz7D858Gq5MxPsPw9+4gD6/es/1NSytb5I6z8v+Z/83bvsP+rnTUUqjOw/Dr3Fw3uO7D9TkQpjC0HsP5htp60RQew//z147dIG7D9SuvQvSeXrP5SGGoUkM+w/w7rx7sjY6z9ApUqUvaXsPx78xAH0e+w/N1X3yOaq7D+KWS+GciLsP9hit88qM+w/PZzAdFo37D9BR6ta0tHsPwnekEYFTuw/+daH9UYt7D+oqzsW26TrP+YEbXL4pOs/4les4SJ36z+MhSFy+nrrPxmp91ROe+s/JNHLKJZb6z//HydMGM3rPwD9vn/z4us/gZNt4A7U6z/gSKDBpk7sP54I4jycQOw/R8hAnl0+7D97gsR294DrP3+FzJVBtes/bcoV3uUi7D9fzmxX6APsP0jcY+lDl+s/rP4Iw4Cl6z/tm/urx33sP/rwLEFGQOs/chk3NdD86z9o6J/gYsXrP15ortNIS+w/X3mQniKH7D+HFtnO91PsP6UQyCWOPOw/IVnABG5d6z9GJuDXSBLrPyBe1y/Yjes/7+TTY1sG7D91jgHZ613sP8CTFi6rMOw/+S6lLhnH6z+esS/ZeLDrP0d1OpD1VOs/MPSI0XOL6z8yryMO2UDrP950yw7xj+s/B+3Vx0Nf6z9+jSRBuILrP7ExryMOWes/Ub8LW7OV6z8MOiF00KXrP57RViWR/es/TifZ6nJK6z9ZUBiUabTrP5bOh2cJsus/ECBDxw6q6z/9oZkn15TrP0p5rYTukus/VWthFtq56z9PO/w1WSPrP8sw7gbR2us/svFgi92+7D9XQQx07QvrP9IA3gIJius/GLK61XPS6z8gYK3aNSHsP0RMiSR6mes/wAZEiCtn6z8wTKYKRiXsP8NjP4ulSOs/xjU+k/1z6z+7Y7FNKprqP0UpIVhVL+s/pibBG9Io6z8GZoUi3c/rP/DeUWNCTOw/tw2jIHh87D+r7Sb4pmnsP+fCSC9qd+w/ltHI5xXP6z84Z0Rpb3DrP5rpXif1Zes/zCVV201w6z/MJVXbTXDrP+vJ/KNvUus/AtaqXRNS7D+wNzEkJxPsP0kRGVbxRuw/4syv5gDB6z/6Yu/FF+3rP/rt68A5o+w/PXyZKEJq7D8nMQisHFrrP/dY+tAFdes//n4xW7Iq7D88M8FwruHsP/qcu10vTew/H54lyAio6z+H26FhMerrPyyC/61kR+w/bxKDwMoh7D/Nd/ATB1DsP56Xio15Hew/QwBw7Nlz7D8FFytqMI3sP56ymq4nOuw/8BMH0O/76z/NPLmmQObsP7RXHw99d+s/srlqniNy7D8RpiiXxi/sP4Dyd++oses/TFMEOL0L7D/zrQ/rjVrsPySX/5B+e+s/SpUoe0u56z80EwznGmbrP1N3ZRcMLuw/LNMvEW8d7D+JeOv82+XrP6Pmq+Rj9+s/b4Pab+3E6z+JsreU88XrPyGSIcfWs+w/M9/BTxxA7D/RdHYyOMrrP27b96i/3us/OdGuQspP7D/irIia6HPrP3hBRGraRew/llzF4jcF7D+XPJ6WH7jrPz7MXradNus/COi+nNku7D/1aRX9oRnsP8x/SL99Hew/H4DUJk5u6z9E+BdBY6bsP+6vHvetVuw/BVJi1/Z27D8TukvirAjsPwaDa+7o/+o/dSFWf4Rh6z82OuenOA7rP2DkZU0s8Oo/CcTr+gU76z9Vo1cDlIbrP+rOE8/ZAuw/7+GS405p7D+WIvlKICXsP8bE5uPa0Os/mus00lL56z8AVHHjFnPrP6qAe54/7es/PIidKXTe6z+D3EWYolzsP/ZCAdvBiOs/H0sfuqC+6z9W1jbF46LrPypTzEHQ0es/mu0KfbAM7D+R71LqkvHrP1PnUfF/x+s/L0/nilLC7D+Z8bbSa7PsPz/h7NYymes/a9PYXgv66z+WeEDZlKvrPwIQd/Uqsus/YcJoVraP7D//QSRDjq3sPz4g0Jm0Kew/ZhAf2PFf7D/9aDhlbr7rP3S2gNB6+Os/QURq2sU06z9rDhDM0WPsPyxn74y2Kuw/jzhkA+ni6z+LbOf7qfHrP13fh4OEqOs/CmXh62td6z8QPSmTGtrrP/fpeMxA5es/51JcVfbd6z+loxzMJsDrP48aE2Iuqes/oWmJldFI7D8gCJChYwfsP5dzKa4q++s/MuNtpdfm6z9znUZaKm/rP9L/ci1aAO0/N23GaYgq7T+BlUOLbOfsP7aF56Vi4+w/Rj8aTpkb7D8Og/krZK7sPybD8XwGVOw/7MIPzqcO6z/CS3DqA8nrP3FV2XdFcOw/TwRxHk5g6z9SX5Z2ai7sP1YsflNYKew/Goo73uS37D9Qb0bNV8nsP+lJmdTQBu0/F4IclDDT7D+hTQ6fdKLrP39rJ0pCouw/FJM3wMx37D/+t5IdG4HsP+0MU1vqoOw/fCdmvRjK6z+XqUnwhrTrP/SG+8ityew/IeS8/4+T7D/W5v9VR47sP8Do8uZwrew/3GgAb4EE7D8O2xZlNkjsP67X9KCgFOw//wbt1cfD6z//Bu3Vx8PrP+I6xhUXR+w/pI0j1uJT6z8OoUrNHmjsPxtl/WZiuus/ByXMtP2r6z+H26FhMerrP/yrx32r9es/xmmIKvwZ7D9Dy7p/LETsP47MI38w8Os/aJHtfD+16z9uwOeHEULsPyEgX0IFh+s/5wEs8uuH6z/FjVvMz43rP1YMVwdA3Os/oFT7dDzm6z/ohNBBl3DsP/2+f/PixOw/yTocXaU77D+TGtoAbMDrP9nts8pM6es/Z33KMVnc6z9+N92yQ3ztP8XkDTDzne0/Dat4I/NI7T85Drxa7kztP/Wc9L7xNe0/5QtaSMDo7D8zVMVU+onrP6vpeqLrwus/36eq0ECs6z+Jm1PJANDrPzGzz2OU5+s/6zU9KCjF6z+gpSvYRrzrP/pgGRu62es/8zrikA2k7D9JEoQroNDsP3/d6c4Tz+w/EFg5tMj26z/h8IKI1DTsP5VHN8Kiouw/O3DOiNLe6z8yWkdVE0TsPxUZHZCEfew/o1cDlIaa6z/fT42XbpLsP0iKyLCKt+w/9bpFYKzv6z8YzF8hc2XsP6u0xTU+k+w/2Vw1zxF57D+HM7+aA4TrPyhiEcMOY+s/XWvvU1Vo7D8yWHGqtTDsP94hxQCJJuw/+n3/5sUJ7D+JXdvbLUnsP1OxMa8jjuw/Z7Yr9MGy6z8v98lRgKjrP4dtizIb5Os/RG/x8J4D7D8vaverAN/rP0UNpmH4COw/GLK61XPS6z8mNEksKXfrP8KlY84zdus/GhpPBHGe6z9Yy52ZYLjrP5BlwcQfxes/E5z6QPJO6z9Uck7sof3sP8I0DB8R0+w/yVUsflPY6z91eAjjp/HrP4drtYe90Ow/ym5m9KNh7D/Kbmb0o2HsPzD2XnzRHuw/CvSJPEm66z9XPWAeMmXsP0Os/gjDgOs/zqYjgJtF6z83GsBbIMHqPxf03hgCAO0/FHZR9MBH7T++pZwv9t7sP0IHXcKht+s/86/llevt6z/o2EElruPrP3rE6LmFrus/vvkNEw3S6z8rvTYbKzHsP9+pgHueP+w/liU6yyxC7D8BTYQNTy/rP5NS0O0ljes/9WbUfJX86z83T3XIzXDrP0W4yagyjOs/rvTabKxE6z+BlUOLbGfrP8udmWA4V+w//rYnSGx36z8wnGuYoXHsP7H7juGxn+s/It+l1CXj6j+7JqQ1Bh3sP7IPsiyYeOw/SMMpc/ON6z+p3EQtzS3rP/4rK01KQew/8ExoklhS7D8vNq0UArnsPzQTDOcaZus/XAGFevqI6z98YTJVMKrsP9WRI52Bkew/y2jk84qn6z8EjZlEveDrP3Fyv0NRIOs/hh3GpL8X6z+qfToeM9DrPwpJZvUON+s/E2QEVDiC7D+y2CYVjbXsP4+JlGbzuOs/OpUMAFXc6z/GpwAYzyDsPxnjw+xlW+w//5Hp0On56z/YvKqzWuDrP7aCpiVWxus/rYcvE0XI6z83UOCdfHrrP/sHkQw5tus/QPhQoiUP7D+mZDkJpS/sP21zY3rCkuw/mWIOgo7W7D8nv0UnSy3sP2gIxyx7Euw/aAjHLHsS7D/zzMth953sP8eePZepyes/DkqYaftX6z93u16aIkDsP8MRpFLsaOs/XFZhM8CF7D/yCdl5GxvsP0pDjUKS2es/jUY+r3hq7D9zTBb3HxnsP5F9kGXBROw/a0Wb49wm7D9rRZvj3CbsP6w5QDBHD+0/Ul+Wdmou7D/3WtB7YwjsPwspP6n26ew/IGKDhZO07D+1bRgFwWPsP6SLTSuFwOw/A9L+B1gr7D9cy2Q4ns/rP5PGaB1VTew/Y3/ZPXnY6z9Ke4MvTKbsP4e/JmvUw+w/e/mdJjNe7D9stBzoobbrP4at2cpLfus/f/j578Fr6z85tMh2vp/rP/PoRlhUROw/uOaO/pdr7D8504TtJ+PrP8jrwaT4+Os/ZW6+Ed0z7D8yychZ2FPsP/4Mb9bg/es/VU0QdR+A7D/vA5DaxEnsP+7of7kWrew/pb3BFybT6z8wZktWRbjrP6n1fqMdN+w/PBVwz/Mn7D/lDTDzHfzrP8A/pUqUves//b/qyJHO6z8+l6lJ8AbsP/BMaJJYUus/2WDhJM0f7D8uAfinVAnsPyO8PQgB+es/+x711yss7D8jMUEN38LrP35yFCAKZuw/MGghAaNL7D/68gLso1PsP7wkzoqoCew/8BXdek0P7D9S8uocAzLrPyIZcmw9Q+s/OxqH+l1Y6z8c746M1ebrP7GGi9zT1es/tOOG30037D8Bpgwc0FLrPztT6LzGLu0/wAmFCDgE7T+z6nO1FfvsP7VQMjm1s+w/sCDNWDSd7D9zu5f75KjsP8A9z582quw/a5kMx/OZ7D+vRKD6BxHrPznv/+OEies/urw5XKs96z84FD5bB4frPz+O5sjKr+s/BYnt7gG66z96VWe1wB7rP3QJh97i4eo/vcXDew6s6z+nWguz0M7rP9lAuti0Uuw/roBCPX0E7D/AJmvUQ7TrP5bpl4i3zuw/54pSQrAq7D+nWaDdIUXsPxIvT+eKUuw/+gj84ee/6z9R2bCmsijsP0dWfhmMEew/Yr68APvo6z9FgNO7eD/sP+vE5XgFIuw/v7hUpS2u7D+T/8nfvaPrPwWIghlTMOw/Q3HHm/wW7D9HVRNE3QfsPxVypZ4Foes/YOl8eJag6z9RTx+BP/zrP0TEzalkAOw/PE7RkVz+6z+ZgjXOpiPrP6IpO/2gLus/u/HuyFht6z+d2a7QB0vrP8WOxqF+l+w/cVmFzQCX7D90CvKzkevqP2MLQQ5KmOo/cY+lD13Q6z8IO8WqQZjsPxo1XyUfu+w/y7xV16Ea7D9kdEAS9u3rP0lm9Q63Q+w/IjZYOElz6z+FQ2/x8B7sPzlGskeomes/eTvCacEL7D8hO29jsyPsP82RlV8GY+s/3rBtUWaD6z8LKqp+pXPrP6admssNhus/SWdg5GXN6z/Yg0nx8YnrP6sGYW73cuw/dSFWf4Rh7D+VDWsqi0LrP9eIYBxcuus/U1ipoKJq6z9gWP58W7DrP6nAyTZwh+w/BMk7hzJU7T9cVfZdEfzrP6ddTDPd6+s/0hito6oJ7D+t3uF2aNjrP3FV2XdFcOs/hhxbzxAO7D/vjozV5v/rPzHO34RCBOw/fLq6Y7HN6z+AZhAf2HHsP0Z+/RAbrOs/170ViQlq7D9dFhObj+vrPxmSk4lbhew/hNVYwtoY7D8YQWMmUa/rPxHF5A0wc+w/iXjr/Ntl7D8aMEj6tIrsP2TnbWx2pOw/dVq3Qe037D9BEYsYdhjsPzIcz2dAves/EXNJ1XaT6z/ptkQuOAPrP1m+LsN/uus/X3tmSYAa7D9E96xrtBzsP4trfCb7Z+w/hLuzdtuF7D9wlLw6xwDtP9GuQspPKu0/7NtJRPgX7T9UbqKW5tbrP7t+wW7YNuw/knh5OleU6z/mBkMdVrjsP90m3CvzVus/UyRfCaTE6z/warkzE4zsPyvdXWdDfus/xeI3hZWK6z89ZTVdT/TsP7RxxFp8Cu0/BB4YQPhQ6z+MLm8O1+rsP+lkqfV+I+w/zZTW3xIA7D+RCfg1kgTrP1g33h0Zq+w/GhTNA1hk7D+Xb31Yb1TsPx9kWTDxx+s/7pV5q65D7D9kBb8NMd7rP5tUNNb+zus/6WD9n8N87D8FNBE2PD3sP4eMR6mEJ+w/NGlTdY/s6z8LC+4HPLDrP667eapD7us/je21oPfG6z+QEyaMZmXsP7baw14oYOw/sirCTUaV6z9HWFTE6STsP7JjIxCva+w/yyvX22aq7D8Zj1IJT+jrP5mdRe9UQO0/vJUlOsus7D81tteC3pvsP5xOstXllOs/d4L917np6z9ffxKfO0HsP02CN6RRgew/2/0qwHcb7D9cctwpHSzsPzLH8q56wOs/ZAYq499n7D+HxD2WPnTsP+qzA64rZuw/UtMupplu6z8v+grSjMXrP9HJUuv9xus/4lmCjICK7D9sBOJ1/QLsP6BtNeuM7+s/8rT8wFUe7D/2XKYmwRvsP/ZcpibBG+w/OEnzx7S27D+Wr8vwn+7sPzs6rkZ2Je0/on+CixW16z+EtwchIF/rPz3xnC0gtOs/A5SGGoWk6z9hqpm1FJDrP3Sy1Hq/0es/NKDejJov7D8g8SvWcBHsP2HFqdbCrOs/+pl63SKw6z8RbcfUXdnrP2AeMuVD0Os/yenr+Zrl6j/rG5jcKLLsP6cgPxu57uw/k6gXfJoT7D+rJLIPsizsP0D35cx2hes/uXL2zmgr7D8BbhYvFgbsP2nhsgqbAew/CoFc4siD6z+yvRb03pjrPybl7nN8tOo/A5gycEDL6z/l0viFVxLsP0xQw7ewbus/Ru9UwD1P6z/KpIY2AJvrPzrKwWwCDOw/kfEolfAE7D9SflLt0/HrP8h5/x8nzOs/zhySWigZ7D9A+5EiMqzrP79IaMu5lOs/EhWqm4u/7D/cvHFSmPfsPxYwgVt38+s/uK0tPC+V6z/hYG9iSM7sP4gq/BnerOw/qkVEMXmD7D9x5IHIIs3rP811GmmpvOs/CAPPvYdL6z8gtYmT+x3sPyEDeXb5Vuw/0R4vpMND7D/kE7LzNrbrPyEeiZenc+s/w/NSsTGv7D8OMPMd/MTrPx/Y8V8gCOw/oPoHkQw57D8axAd2/JfsPwwCK4cW2es/zt4ZbVWS6z+jPskdNhHsP/93RIXqZuw/SpnU0AZg6z/2Yb1RK0zrP9hF0QMfA+w/bTmX4qqy6z9o7Es2HmzsP8ST3czox+s/f/lkxXB16z+RmKCGb+HrPzroEg69xew/mN7+XDTk6z9ws3ixMMTrP8eDLXb7rOs/Ns07TtGR6z+5Fi1A22rrPwDl795R4+w/a/P/qiNH7D/sv85Nm/HrP8WPMXctIew/fJqTF5mA7D8ZARWOIBXsP/bQPlbwW+s/gIC1ateE6z88bCIzF7jrP75KPnYXKOw/xLEubqOB6z8rTrUWZiHrP6d1G9R+a+s/3eo56X3j6z9UGcbdIFrrP1rW/WMhuus/OGvwviqX6z+9w+3QsJjsP/lNYaWCiuw/Wp4Hd2dt7D+NYOP6d/3rP6X2ItqOKew/9gg1Q6oo7D+wql5+p8nrP7Qc6KG2Dew/HRzsTQxJ6z/7ko0HW2zsP1G9NbBVAuw/JV0z+WYb7D/xEpz6QPLrPxNgWP582+w/lZnS+luC7D+2ZcBZShbsP/EuF/GdmOs/DAVsByP26z+DoQ4r3HLsP/XXKyy4n+s/tHQF24gn7D8rTyDsFCvsPxBB1ejVAOw/IO9VKxP+7D9ET8qkhjbsPwq6vaQxWuw/Crq9pDFa7D+ztb5IaEvrPxUaiGUzh+s/OIO/X8wW7D9KQEzChbzrP30kJT0MLes/+1jBb0MM6z/biv1l92TrP6aYg6CjVes/Ne1imule6z+UMT7MXjbrPww/OJ86Vus/W5TZIJOM6z/2KFyPwnXrPz9wlScQdus/vXFSmPc46z+8H7dfPtnrP/AXsyWrous/oiQk0jb+6j+eeTnsvmPrP08DBkmf1uw/IlM+BFWj7D8f9dcrLLjrP92VXTC4Zuw/SWb1DrfD7D+KHCJuTiXrP8cPlUbM7Os/qwg3GVUG7D8RVmMJa+PrP6BtNeuMb+s/TFDDt7Du6z8VGR2QhH3sP4lEoWXdP+0/jKIHPgYr6z9cdR2qKcnrP3SZmgRvyOs/4/viUpU26z8NqaJ4lbXsPy6u8ZnsH+w/VyHlJ9W+7D+Jfm399B/sPwe3tYXnJew/yt+9o8aE7D9ClZo90IrsPyeEDrqEw+s/GR77WSxF7T84hgDg2LPtP5HtfD81Xu0/i8HDtG9u7T/fbHNjekLtP34a9+Y3TOs/UdzxJr9F7T/ct1onLkfsP7sqUIvBQ+w/5Lz/jxMm7D8fLc4Y5gTsP2fzOAzmL+w/aW/whcnU6z8D6s2o+SrsP2k2j8Ng/us/XfxtT5DY6z8lzoqoib7rPxYW3A944Os/Vn+EYcAS7D/26053nvjrPzp6/N6mv+s/C+2cZoF27D/186YiFcbsP6USntDrz+s/3gGetHBZ7D+bO/pfrkXsPxf03hgCAOw/bhPulXmr7D8VU+knnN3rPxxClZo90Os/y/j3GReO6z/0wp0LIz3rP1qbxvZa0Os/FcrC19c67D80Zacf1EXsPyFblq/L8Ow/QIhkyLH17D9RweEFEansPyx+U1ipIO0/FCNL5lhe7D/H8NjPYinsPweY+Q5+Yuw/2LYos0Em7D+2hHzQs9nrP205l+KqMuw/qFX0h2Ye7D8p7KLogY/rP9eiBWhbzes/jfFh9rLt6z+XdJSD2QTsP2HdeHdkLOw/IzDWNzA57D8uWKoLeBnsPzlhwmhWNuw/18OXiSIk7D9kPEolPKHrP/4N2quPB+w/vko+dheo7D99emzLgLPsP5nyIagavew/gbOULCeh7D+hZHJqZxjsP+dtbHak+us/0SLb+X7q6z9gH5268tnrP7yQDg9h/Os/lUkNbQC26z/zPLg7a7frPw01Cklm9es/ayi1F9H26z/FOerouJrrP7Gk3H2Oj+s/aRzqd2Hr6z+XVkPiHsvrP7zrbMg/M+w/53Pudr007D9h4/p3fWbsPyx/vi1Yquw/X5m36jpU7D+eswWE1kPsP1PovMYu0es/CHJQwkxb7D9sJXSXxNnrP8RCrWnecew/W7BUF/Ay7D+gTnl0IyzsP7MIxVbQNOw/LbRzmgVa7D8UJSGRtnHsP5uOAG4Wr+s/uyh64GOw6z8MHqZ9c3/rP0dZv5mYrus/BRbAlIGD7D84Ef3a+unrPwAeUaG6Oew//7J78rBQ7D9AbOnRVE/sP78n1qnyves/lkG1wYlo7D8JpS+EnPfsPynqzD0k/Ow/Cf63kh0b7T+K5gEs8mvrPwUyO4veqes/xhaCHJSw6z/jUSrhCb3rPxR6/Ul8bus/eJeL+E7M6z9hcM0d/S/sP3AKKxVU1Os/5xpmaDyR6z+HURA8vr3sP9y5MNKL2us/GTp2UIlr6z+CdRw/VJrsP5RKeEKvP+w/EvjDz3+P7D+jBP2FHrHsP5gVinQ/J+w/s34zMV0I7D8UlQ1rKovrP3pyTYHMzus/VFVoIJbN6z9UVWggls3rP5J6T+W0J+w/ABqlS/8S7D+ADYgQV07sP7zNGyeF+es/T3XIzXAD7D849BYP7znsP4ro19ZP/+s/ByRh306i6z8u/rYnSGzsPzeq04Gsp+s/fCb752nA6z8mqrcGtkrsPy1eLAyRU+w/ptHkYgws7D/JHqFmSBXsPzShSWJJues/yXTo9Lwb7D8hzVg0nZ3rP4Dyd++oMew/okYhyaze6z+1UDI5tTPsP5yIfm39dOs/8DMuHAjJ6z87GRwlr87rP3am0HmNXew/str8v+pI7D8u/yH99nXsP/iJA+j3few/V81zRL5L7D+9jjhkA2nsP7M/UG7bd+w/FQDjGTR07D/ZYOEkzR/sP5hqZi0FJOw/T+lg/Z9D6z89gbBTrJrrPxWL3xRWKuw/eLMG76ty6z/IsmDij6LrP64P641a4es/oBov3SSG6z/PaKuSyD7rPxeCHJQw0+o/kgVM4Nbd6z8j9DP1usXrP3rGvmTjwew/aObJNQUy7D8Uzm4tk2HsP+YHrvIEQuw/OQmlL4Sc7D/Uu3g/br/sPwBzLVqANus/zO1e7pOj6z8wuycPC7XrP5wU5j3OtOs/9kVCW84l7D+xGHWtvU/sP63boPZbu+w/7WXbaWvE7D+RDg9h/DTrP9qSVRFuMus/JqYLsfoj6z8mpgux+iPrP9pYiXlW0uw/jxzpDIy87D8EWU+tvrrsPy1eLAyR0+w/hjlBmxw+7D/lRSbg10jrPy6thsQ9Fuw/jjulg/V/7D8aUkXxKuvrP6ta0lEO5us/qyNHOgOj6z9OQX42cl3rP0oKLIApA+w/PdaMDHIX7D/8VuvE5XjsP9hhTPp7qes/RbqfU5Af7D9FKowtBDnsP0SKARJNIOw/OdBDbRtG7D+bx2Ewf4XsP6TgKeRKPew/wyy0c5oF7D97E0NyMnHsP87jMJi/wuw/xTvAkxYu7D8uknajj3nsP9U8R+S7FOw/cnDpmPMM7D+qgeZz7vbrPxPx1vm3S+w/cyoZAKo46z+Gj4gpkcTrP/Zf56bNuOs/6tDpeTeW6z+oj8Affv7rP8LCSZo/Juw/dy/3yVEA7D9/aVGf5A7sP3Oh8q/lFew/7QvohTsX7D/souiBj8HsP2bYKOs3k+w/Yfw07s1v7D/OGyeFeY/rP/1P/u4dNew/W0OpvYi26z9T6Sec3drrP8B63Ldap+s/vlDAdjDi7D8AAAAAAADsP4iFWtO84+s/UUtzK4RV6z+ySBPvAE/rP1de8j/5u+s/WoC21ayz6z//BBcrajDtPz0NGCR92uw/qaROQBPh7D+HpBZKJqfsPyPXTSmvles/eqaXGMv06z9i3A2itSLsP20bRkHweOs/a2XCL/Vz7D8hBrr2BfTsPzMbZJKRs+w/TBk4oKWr6z+1pnnHKbrrPxpuwOeHkes/8nhafuCq6z9fKcsQxzrsP59zt+ulKes/dOrKZ3me7D8Ja2PshJfsP5Uoe0s5X+w/O/922a876z8EATJ07KDrP28NbJVg8es/DqK1os3x6z+azeMwmD/sPxXJVwIpMew/198SgH9K7D9GzsKednjsPxK9jGK5Jew/Er2MYrkl7D/4jERoBBvsP8nJxK2CGOw/ArwFEhS/6z/xKmub4nHrPzkKEAUzJuw/NZcbDHVY7D98LH3ogvrrPyI3ww34/Os/NzXQfM5d7D89YvTcQtfrP6cDWU+tvus/D4EjgQYb7D8E4nX9gt3rPyhEwCFUKew/tWtCWmNQ7D9yTuyhfazqP/OQKR+CKus/codNZOYC6z8S9YJPc3LsP9CX3v5cNOs/WMnH7gKl7D/c1avI6IDsP1+X4T/dwOw/lZ9U+3S86z8f+BisOFXsP7QiaqLPx+s/EATI0LED7D+RCfg1koTsPyEFTyFX6uw/VI80uK2t6z92MjhKXp3sPyf1ZWmnZuw/LlOT4A3p7D/SqMDJNvDsP36s4Lchxus/fqzgtyHG6z+OI9biU4DsP4nRcwtdCes/521sdqT66z8BGTp2UAnsP3xkc9U8R+w/ETenkgGg6z+mK9hGPFnrPxlwlpLlpOw/ujDSi9p97D/vchHfiVnrP1MHeT2YFOs/JXZtb7ck6z940sJlFbbrP8hBCTNtf+w/eoocIm5O7D/4NZIE4QrsPz6WPnRB/es/q7AZ4ILs6z/TTPc6qa/sP9KPhlPm5us/Oq3boPbb6z+8lpAPejbsP0fM7PMY5es/CFirdk3I6z9YHTnSGRjsPwqjWdk+ZOs/TIqPT8hO6z/VJHhDGhXsP5HtfD813uo/sB73rdYJ6z/5ZMVwdQDrP+XyH9JvX+w/SguXVdgM7T8ZkpOJWwXtPwUYlj/flus/iV5GsdzS7D8RHJdxUwPsP8Qihh3GpOw/pkdTPZn/6z8FbXL4pJPsP26I8ZpX9es/B7e1heel6z+ojlVKz3TrP6xT5XtGIuw/8+SaApkd7D/S+8bXnlnsP0zg1t08Vew/H7+36c9+7D8lsaTcfY7rP8rC19e61Os/ya60jNT76z8e3J212y7sPxgHl445T+s/WDm0yHY+7T9GtvP91HjsP2qhZHJqZ+w/YTQr24c87D8LDFnd6rnsP2He40wTNuw/fsNEgxS86z/YZfhPN1DsP+RLqODwAuw/pFAWvr7W6z/ir8ka9ZDsP4rHRbWIKOw/ZLK4/8j06z+DwMqhRbbrP11sWikE8us/G/Sltz8X7D+1wB4TKU3sP+VDUDV6tew/61Ij9DP16z89K2nFNxTsP5QT7SqkfOs/waxQpPs57D/wwtZs5SXsPxVVv9L58Ow/UKvoD8087T8SoRFsXP/sPwH3PH/aKO0/0Oy6tyIx7T+E2JlC5zXrP0T7WMFvw+s/8Q7wpIVL7D88E5oklpTrPx9kWTDxR+w/h8PSwI9q7D+houpXOp/rPz7NyYtMwOw/rUuN0M/U7D/KMy+H3XfsPwSqfxDJkOw/sBwhA3n27D+inGhXIeXrP4y61t6nKuw/d/S/XIsW7D+i0oiZfR7sP5UNayqLwus/wLM9esN96z/MJOoFn+brP/FFe7yQjus/a7sJvmn66z/8xWzJqojrPz18mShCaus/hgDg2LNn6z+qfM9IhMbrP15NnrKarus/Vix+U1gp7D/rVs9J7xvsP7ZMhuP5DOw/EOZ2L/dJ7D/+ZIwPs5fsP2VQbXAieuw/GD+Ne/Mb7D882GK3z6rrP773N2ivvus/X38SnztB6z8fvHZpw+HrPwte9BWkGew/lL4Qct5/6z/VIqKYvAHsP8aGbvYHSus/gPPixFe77D/gn1Ilyt7sPzDXogVo2+s/NQu0O6SY7D+uEcE4uHTsP416iEZ3kOs/12t6UFCK7D+wc9NmnAbsP/YksDkHT+w/TzxnCwit6z9PzeUGQ53sP52huONN/us/H2easP3k6z/u0RvuI7fsPzMV4pF4eew/Tfc6qS9L7D/wFd16TQ/sP2kdVU0Q9es/nOCbps+O7D/GMCdok0PsPxEY6xuY3Os/eomxTL9E7D+9VGzM6wjsP3lZEwt8Rew/6+I2GsBb6z+FYFW9/E7sPwH4p1SJMuw/dmuZDMfz6z99l1KXjGPsP/AzLhwISew/d0zdlV0w7D8suvWaHpTsPz4kfO9vUOw/xk0NNJ/z6z88oGzKFd7rP4oGKXgKOes/6dZrelBQ7D+zlgLS/ofrP9xkVBnGXew/fCjRksdT6z84a/C+KpfrP5i+1xAcF+w/GVdcHJUb7D9Wtg95y1XsP9vBiH0CKOw/5+CZ0CSx6z/3OqkvS7vrPyHJrN7hdus/w5/hzRq86z+OWfYksLnrP3kj88gfDOw/iNnLttNW7D+oAYOkT6vrPxXmPc40Yes/jzS4rS287D+5bkp5rYTsPx4V/3dEhew/Wz/9Z82P6z8f2PFfIAjsP+jAcoQMZOw/8zl3u14a7D82P/7Soj7sP9aLoZxoV+w/1ouhnGhX7D9eZAJ+jSTsP4tuvaYHBew/8Z2Y9WIo7D97Tnrf+FrsP2bAWUqWk+s/WOcYkL3e6z9jKCfaVcjrPyo7/aAu0us/Wd/A5EYR7D8TDVLwFPLrP+7uAbovZ+s/+x711yss6z96ck2BzM7sP+uOxTapaOw/4iL3dHVH7D+WICOgwhHsPxKlvcEXJuw/EOz4LxCE6z83xeOiWsTsPwh1kUJZ+Ow/fZQRF4BG7D8F3PP8aaPsP98zEqER7Os/8S2sG+8O7D+Mu0G0VrTrP81Zn3JMFuw/3qtWJvzS6z915bM8D+7rP4qO5PIf0us/RdrGn6hs7D/w+WGE8GjrP7qCbcST3ew/pgux+iMM7D8xPzc0ZafsP4E//Pz3YOw/URGnk2x17D9jDKzj+KHsP45zm3CvzOw/zuMwmL/C7D8hBrr2BfTrPxvV6UDW0+w/6q9XWHA/7D/HDipxHePrP/pfrkUL0Ow/3rBtUWYD6z9jC0EOShjrPyfBG9KowOs/a/KU1XQ97D/TE5Z4QFnsP2gJMgIqHOw/p+fdWFAY7D8EVDiCVArsPz6XqUnwBuw/r0LKT6p97D+jc36K40DrP9ApyM9GLuw/8piByvh37D+xTwDFyBLsPz9UGjGzz+s/+kUJ+gu97D/X+4123HDrP28Sg8DKoes/k3Ahj+DG6z/7eOi7W9nrP7XiGwqfres/w/NSsTEv7D9AijpzDwnsPxaHM7+ag+s/tmeWBKgp6z8PuK6YEV7sP+7tluSA3ew/1ArT9xoC7D8e/MQB9HvsP2Eb8WQ3M+0/JxWNtb8z7D/l7nN8tDjsP/tbAvBPqew/j95wH7m17D83OBH92vrrPzliLT4FQOw/oIobt5gf7D+PbRlwlhLsP+Ja7WEvFOw/8fEJ2Xkb7D80vi8uVenrP/NWXYdqSus/g79fzJYs6z/XFTPC24PrP3PyIhPw6+w/ICV2bW837D/XogVoW83rP8R7DixHSOw/43FRLSKK7D89mX/0TZrsP+aRPxh4buw/+YOB597D7D8kXwmkxC7sP2qg+Zy73es/7dPxmIHK6z8HJjeKrLXrP+FiRQ2m4es/mIbhI2JK7D+WJM/1fTjsPxrfF5eqNOw/ujE9YYkH7T+eQUP/BJfrPzfGTngJTuw/1EM0uoPY6z+pwp/hzZrrP/T8aaM6Hew/ueNNfotO7D/Me5xpwnbsP0QYP417c+w/KQZINIGi6z8pmDEFa5zrP6nCn+HNGus/PL1SliEO7D8SF4BG6dLrP72qs1pgj+s/i8HDtG9u7D8Sa/EpAMbqP3Ztb7ckB+s/BHEeTmA67D9WRE30+SjsP6rSFtf4TOw/BFd5AmEn7D/PoKF/ggvsP+tx32qdOOw/SBgGLLkK7D+0yHa+n5rrP8jtl09WjOs/Hm/yW3Qy7D+SkbOwpx3sP6/PnPUpR+w/J6H0hZBz7D+6FcJqLGHrP2dGPxpOGew/B5s6j4r/6z/ekhywq0nsP2PUtfY+Vew/YaWCiqpf7D87qpog6r7rP7BwkuaP6es/STDVzFoK7D8wf4XMlUHsPw5qv7UTJew/WFaalILu6z8kZCDPLl/rP5RrCmR2Fuw/y2YOSS0U6z/E0sCPaljsP35uaMpOP+w/nglNEkvK7D8lkuhlFEvrPwJLrmLxG+s/R+S7lLpk6z/67evAOSPsP/vm/upx3+s/BI9v7xr06z9uMqoM4+7rP8vZO6Otyus/1qcck8V97D8Zx0j2CLXrP+M1r+qsFuw/VKwahLld7D84MSQnEzfsP9rhr8ka9es/gNO7eD9u6z8OEqJ8QQvsP4SCUrRyL+w/0o+GU+Zm7D8PKQZINIHsP/lp3JvfMO0/kuhlFMst7T/7WMFvQ4zrP99sc2N6wuw/NA71u7C17D/g10gShKvsP6bR5GIMrOw/ySB3EaYo7T/Cobd4eE/tPzG0OjlD8ew/MbQ6OUPx7D/z5QXYR6fsP+wxkdJsnuw/RrJHqBlS6z9PXI5XIPrsP35yFCAKZus/N8e5TbhX6z8cYOY7+AnsP5ojK78Mxus/Fmh3SDFA7D9IizOGOcHrP2X/PA0YJOw/BK+WOzNB7D80Z33KMdnrPxQEj2/vGuw/CY1g4/p37D+EvB5Mig/sP+D1mbM+5es/IR/0bFb96z/wMO2b+6vrPxdjYB3Hj+w/lnhA2ZSr6z9HrTB9ryHsPy15PC0/8Os/IOup1VfX6z+Yio15HXHrP9Xt7CsP0uo/b0vkgjN46z8v+DQnLzLsP76JITmZuOw/i+JV1jbF6z8JxVbQtMTsP/A2b5wU5uw/xofZy7ZT7D8GE38UdWbsP7RaYI+JlOw/VfoJZ7eW7D+GcMyyJwHsP+yIQzaQrus/LsvXZfjP6z+dL/ZefNHrPxFvnX+77Os/74/3qpWJ6z8QPL69a1DrP/IjfsUaruw/Sz/h7Nay7D+uSExQw7fsP3gOZaiKqew/6KOMuAC07D+JKCZvgJnsP3Yzox8NJ+w/hNkEGJa/6z+E2QQYlr/rP55dvvVhPew/8gcDz72H6z/qJFtdTonsP7IN3IE6Zew/b2WJzjKL6z8pkxraAOzqP8JqLGFtjOs/FOl+TkH+6z8urvGZ7J/rPz3uW60Tl+w/h/2eWKfK6z8LtDukGKDrPzI5tTNMbew/KLuZ0Y8G7D/NzTeie1bsP85RR8fVSOw/gIEgQIaO6z+LwcO0b+7qPx8uOe6UDu0/str8v+rI7D9dN6W8VsLsP+5D3nL1Y+w/EtxI2SLp7D8oY3yYvezsPzaTb7a5sew/8nnFU4+06z+eYP91blrsP2aIY13cRuw/ie5Z12i56z8l5llJK77rP8jqVs9J7+s/vayJBb6i6z+Z8bbSa7PrP4HPDyOER+w/ejiB6bRu7D809bpFYKzsP60x6ITQQew/KAzKNJpc7D+srdhfdk/sP7sru2BwTes/LxnHSPYI7D9tjnObcC/rP83n3O166es/cFtbeF6q6z851sVtNADtP01Iaww6oew/pBr2e2Id7D/2fqMdN3ztPyhiEcMOY+0/nWfsSzYe7D8JUb6ghQTsP+RLqODwguw/O/4LBAEy7D98nj9tVCfsPzkPJzCd1us/w7gbRGvF6z9xk1FlGPfqPzrKwWwCjOs/Iy9rYoGv6j/rkJvhBvzqP7itLTwvFew/Ka4q+64I6z/59UNssHDrP/Gg2XVvRew/IsfWM4Tj6z+dEaW9wZfrPyE+sOO/wOw/T5Za7zfa6z++FB40u27sP6t6+Z0ms+w/jzNN2H6y7D+zeofboeHrP2ZMwRpn0+s/UFH1K52P7D/qeTcWFAbsP7SPFfw2xOw/exaE8j4O7T8MAiuHFtnrPwPv5NNjW+s/fhzNkZVf6z+xh/axgt/rP5Cg+DHmLuw/LGFtjJ3w6z+qDU5EvzbrP6ck63B0Fes/QQsJGF3e6j+3XWiu00jsP8xgjEgUWuw/MzZ0sz9Q7D9JERlW8UbsPz7t8NdkDew/VWthFto56z9dqWdBKO/rP/9cNGQ8yus/syeBzTn46z8aqIx/n/HrP5Xx7zMunOw/nwCKkSXz6z/ys5HrppTrP4lBYOXQous/DcfzGVBv7D+WmGclrXjrP5aYZyWteOs/HAbzV8hc6z/Ymq285H/rP2zM64hDtus/9Bq7RPVW6z+GcTeI1grrP0mCcAUU6uo/t3njpDBv6z8udCUC1b/sP6m9iLZj6uw/uD6sN2oF7T+8IvjfSnbsP6PJxRhYx+w/aMpOP6gL7D+ILxNFSF3rP97mjZPCvOw/a0dxjjo66z+MZI9QM6TsPxqiCn+Gt+s/M05DVOFP7D/t153uPPHrP7lRZK2h1Os/Vu9wOzQs7D+rXKj8a/nrP+uM74tL1es/pdsSueAM7D9grdo1IS3sP62kFd9QeOw/6Qq2EU/27D97aB8r+O3rP4aRXtTuV+w/kgVM4NZd7D8SFD/G3DXsP12pZ0Eob+w/3eo56X1j7D939L9cixbsP93qOel9Y+w/YADhQ4mW7D/68CxBRsDsPzihEAGHUOs/wjOhSWLJ6z/RQZdw6K3rPwUyO4veqes/vma5bHTO6z+pa+19qgrsPyLeOv92Wew/9kIB28GI7D80LhwIyQLsPxB4YADhQ+w/z9csl43O6z98tDhjmJPrP4m2Y+qubOs/Dd/CuvHu6z9mvK302uzrP8DQI0bPres/xZCcTNwq7D8W9x+ZDh3sPxoWo6619+s/DmlU4GQb7D/Gw3sOLMfrPzMyyF2EKew/gCiYMQXr6z8iADj27DnsPyyAKQMHtOs/BADHnj0X7D9xkuaPae3rP9dtUPutHew/bcX+snvy6z/FceDVcmfsP9s0tteCXuw/6pRHN8Ii7D/mWrQAbSvsPwkYXd4cLuw/9tGpK59l7D/zVl2HasrrP4fguIybmuw/8umxLQNO7D9vEoPAyiHtPzHT9q+sNO0/ndmu0AdL7T90RpT2Bl/tP9VamIV2zuw/LXx9rUuN6z84E9OFWH3rP2U2yCQj5+s/h6OrdHed6z9z9WOT/AjsP1fQtMTK6Os/XFmis8yi7D+JeOv822XsP1JlGHeD6Ow/6bga2ZUW7T+V88Xei6/sP6wDIO7q1ew/fy+FB80u6z/zy2CMSBTsP18M5US7Cuw/yXVTymsl7D8L0/caguPrP1M/bypSYew/cqPIWkOp7D9gzJasivDrP7FR1m8mpus/iX0CKEYW7D+d2a7QB8vsP4du9gfKbes/HEEqxY5G7T9dqWdBKO/sPzwtP3CVp+s/GjOJesEn7D+byqKwiyLsPxPulXmrLuw/NKK0N/hC7D+cFye+2lHsP07yI37FGuw/glSKHY3D7D8XZMvydZnsP6uvrgrUYuw/8rbSa7Ox6z9rZi0FpP3rP1LSw9DqZOw/6pWyDHGs6z9YOEnzxzTsPxaFXRQ9cOw/Pxnjw+zl7D9MVG8NbBXtP9gLBWwHI+0/aqZ7ndSX6z9slstG53zrP0Nxx5v8luw/TtTS3Aph7D8PuK6YEd7sP2k3+pgPCOw/+WabG9MT7D9Zh6OrdPfrP+Oqsu+KYOw/fXiWICOg6z8ogjgPJ7DrP+Aw0SAFT+w/aqD5nLtd6z/G+DB72XbsP/cgBORLqOw/1IGsp1Zf7D83GOqwwq3rP7EaS1gbY+w/R+NQvwtb6z/yBpj5Dn7rP6X2ItqOKes/yv55GjBI6z8LKqp+pXPrP1TE6SRb3ew/xciSOZb37D/4bYjxmlfrP3xHjQkxF+w/Hy+kw0OY7D+7e4DuyxnsP/OspBXfUOs/6E8b1elA7D8R5KCEmTbsP73IBPwayew//7Pmx19a7D+5wVCHFW7sPzPiAtAo3es/MQdBR6va6z/6KY4Dr5bsP5+USQ1tgOw/ildZ2xSP6z+Uh4Va0zzsPzsA4q5eRew/GLDkKhY/7D+u1LMglPfrP0+w/zo3bew/KZgxBWsc7D+QEVDhCFLsP54pdF5jF+w/HCjwTj496z/mXfWAeUjsP2jpCrYRT+w/9Ik8Sbrm6z8VxhaCHJTsP3MQdLSqpew/BabTug3q7D/Q1sHB3sTrP8HlsWZkEOw/v2N47Gcx7D/vqgfMQybsPw7aq4+Hvuw/br4R3bMu7D+tLxLaci7sPx5Pyw9cZew/ls/yPLg77D/whjQqcDLsP8h8QKAzaew/d0zdlV2w6z9KfsSvWEPsP1YQA137gus/LT4FwHgG6z8Bh1ClZg/rP8aLhSFyeuo/16VG6Gdq7D8cDHVY4ZbsP6Im+nyUkew/zeUGQx1W7T/Ta7OxEnPtP8Kht3h4T+0/B2Fu93Kf6j+mDBzQ0hXrPzHrxVBOtOs/Y5l+iXjr6z8jTFEujd/rP/hrskY9xOs/r0LKT6r96z9XJvxSP2/rP0PjiSDOw+o/g/krZK4M7D98fhghPFrrP+BpMuNtpes/eHqlLEMc7D8QBTOmYI3sP+mcn+I4cOs/CFbVy++06z9qwYu+grTrP5S9pZwv9us/OiLfpdQl7D9ag/dVudDrP1XBqKROQOs/fvylRX0S7T/4FtaNd8frP88Tz9kCQuw/BtmyfF0G7D9Kzok9tA/sPxcs1QW8zOs/dAmH3uLh6z+pvYi2Y+rrP2fWUkDaf+w/o4/5gEBn6z/GavP/qiPsP6a3PxcNGes/wDxkyocg6z9TJF8JpMTrP9gLBWwHo+s/9gmgGFky7D+8H7dfPtnrP87fhEIEnOs/NxyWBn7U6z9RvTWwVYLrPw3EsplD0us/vTYbKzFP6z/d0f9yLVrrP9yDEJAvIes/Nh0B3Cxe7D/RXRJnRVTsP633G+244ew/2H4yxodZ7D9EigESTaDrP1RvDWyV4Oo/u38sRIdA7D9cr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iqplot.ecdf(\n", " samples.posterior.phi.values.flatten(), legend_label=\"MCMC\", x_axis_label=\"φ\"\n", " )\n", " p_phi = iqplot.ecdf(\n", " df_vi.phi.values,\n", " marker_kwargs=dict(fill_color=\"orange\", line_color=\"orange\"),\n", " p=p_phi,\n", " legend_label=\"ADVI\",\n", " )\n", "\n", " p_gamma = iqplot.ecdf(samples.posterior.gamma_.values.flatten(), x_axis_label=\"γ\")\n", " p_gamma = iqplot.ecdf(\n", " df_vi.gamma_.values,\n", " marker_kwargs=dict(fill_color=\"orange\", line_color=\"orange\"),\n", " p=p_gamma,\n", " )\n", " \n", " return p_phi, p_gamma\n", "\n", "bokeh.io.show(bokeh.layouts.column(*plot_marginal_ecdfs()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that there are differences in the marginal distributions between the approximate and exact posteriors. This will in general be the case; the approximate posterior based on VI will never be exact (unless of course the problem is set up such that the posterior is in fact Gaussian), and the approximation may introduce substantial differences.\n", "\n", "To attempt to do better, capturing the covariance between $\\phi$ and $\\gamma$, and hopefully also getting the marginal distributions for each closer to the true posterior, let's use a full rank Gaussian family in our approximation." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:cmdstanpy:Chain [1] start processing\n", "INFO:cmdstanpy:Chain [1] done processing\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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s/Ey15PC2/6z/pYP2fw3zsP65JtyVywes/jbPpCOBm7D9l/zwNGCTsP/+Tv3tHDe0/8pVASuza6z9NnrKarqfrP7jLft3pzus/dJmaBG9I7D8g0Jm0qbrsP9eEtMagE+w/x5v8Fp0s7D/UuDe/YaLsP9GWcymuKuw/KLaCpiVW7D9FEOfhBKbrP4z4Tsx6sew/e9tMhXik6z/ulXmrrsPrPxbD1QEQd+w/+TB72Xba6z9XJ2co7vjrP/JCOjyEces/IOwUqwZh6z93LLZJRWPrP90HILWJE+w/m/9XHTnS6z9ighq+hfXrP5ylZDkJpes/s7W+SGjL7D8cmUf+YGDsP3RiD+1jBew/WYgOgSOB7D9crKjBNIzrP421v7M9euw/eNSYEHPJ6z90sz9QbtvqP2+ERUWczus/6pYd4h827D99rrZif9nrP0iI8gUtpOs/tMu3Pqw37D/M0k7N5QbsP2BZaVIKOuw/DD7NyYvM7D9NDwpK0crsP30IqkavBuw/Y3rCEg8o6z9krgyqDc7rP06Zm29E9+s/AvVm1HwV7D8pXmVtUzzsP/hrskY9ROw/V3iXi/hO7D/fF5eqtEXrP4AsRIfAEew/mS1ZFeEm7D/l8h/Sb1/sP+RmuAGfn+w/OLpKd9fZ6z8JG55eKUvsP71uERjrm+w/Yi6p2m4C7D+FCg4viEjsP/MbJhqkYOs/wOjy5nCt7D+r56T3ja/sP46s/DIYI+w/IsFUM2sp7D+sjbETXoLrP2WMD7OX7es/s2Dij6JO7D/VIMztXu7rPwndJXFWROw/pYeh1cmZ7D9LH7qgvuXrP3x+GCE8Wus/+U1hpYIK7D/+RdCYSdTsP25uTE9YYus/y0kofSHk6z/+Cpkrg2rsPxhcc0f/S+w/GJRpNLkY7D9sJAnCFVDrP4em7PSDOus/fsSvWMNF7D+71XPS+8brP8bBpWPOM+w/6Qq2EU/26z9an3JMFvfrP3R5c7hW++s/M8LbgxAQ6z/2C3bDtsXrP6s+V1uxv+s/jlph+l5D7D+4PNaMDPLrP50QOugSjuw/S6/NxkpM7D9GCfoLPeLrP9zZVx6kp+w/cM6I0t5g6z/zcth9x3DsP9EINq5/1+s/ZmoSvCEN7D8R4srZO6PrP02giEUMO+w/guSdQxmq7D+hSzj0Fo/rPwHdlzPbFew/gVoMHqb96z9TknU4usrrPy3r/rEQHew/MC5VaYtr7D/+tFGdDuTpP68mT1lNV+s/F7t9Vpmp6z8KSPsfYC3rP86N6QlLPOs/+KV+3lSk7D8VV5V9VwTsPxqk4CnkSus/oaNVLeko7D89ghspW6TsP7vtQnOdxus/2EroLomz6z9pVOBkGzjrP6iKqfQTzus/G7gDdcoj7D/3d7ZHbzjrP0aVYdwNouo/4WJFDabh6z9AoDNpU/XrP5bqAl5mWOs/hhxbzxCO6z8WGLK61fPrP5HvUuqScew/US0iiskb7D9KCcGqennsP8hgxanWQuw/L/mf/N077D9CIQIOoUrsP+Hx7V2Dvus/LlkV4SYj6z+5OZUMAFXsP3S0qiUdZew/qiwKuyj66j9xr8xbdZ3rPx+hZkgVRew/78hYbf5f6z/cEU4LXvTrP3+HokCfSOw/LbEyGvk86z+vYBvxZLfqP5McsKvJ0+w/nDBhNCvb6z8H76tyoXLsP0LO+/84Yew/zmxX6INl7D+uDRXj/M3rP5avy/Cfbus/7zuGx34W6z/0UxwHXi3sP7pqniPy3es/E+8AT1q46j8gDDz3Hq7sP0J8YMd/Aew//bypSIUx7D9oQSjv42jrP67yBMJOses/zLIngc256z8ziA/s+K/rPyxhbYyd8Os/AKyOHOkM7D83GVWGcTfsPy3NrRBWY+s/QS5x5IFI7D/n3y77dSfsP/3a+uk/a+w/qWdBKO/j6z8vvmiPF1LsP3sWhPI+Duw/lx3iH7Z06z+8V61M+CXsP+p5NxYUhuw/8Gq5MxMM7D8RrKqX32nrPyxhbYyd8Os/s0EmGTkL7D81Jy8yAb/sP6g3o+arZOs/8kBkkSbe7D9aEMr7OBrrP6btX1lp0us/rI+HvrsV7D+uRnalZSTsP3B87ZklAes/YHglyXN96z+mJsEb0ijsP3trYKsEi+s/Zf7RN2ka7D9kdEAS9u3rP5UQrKqX3+s/3Xu45LjT6z+Q3QVKCqzrP+XUzjC1Jes/0m70MR+Q7D/8yK1JtyXsP9m0UgjkEuw/nNuEe2Ve6z+3lslwPB/sP8JoVrYPeew/FY21v7M97D8VVb/S+fDrP6piKv2EM+w/cLVOXI7X6z/MJsCw/HnsP9ZW7C+7J+w/rG9gcqPI7D8Y0At3LozsP2TMXUvIB+w/0EcZcQFo7D/r4ctEEdLsPwvvchHfiew/uAGfH0aI6z/RV5BmLJrrP0/mH32Tpus/VP1K58Oz6z8LQQ5KmOnrPyekNQadEOw/B8+EJokl7D86Pe/GgkLsPxcq/1peOeo/F/TeGAKA7D9gyOpWz0nsPxmQvd79cew/asAg6dMq7D/uJCL8i6DsP/W6RWCs7+s/eGNBYVAm7D+7m6c65GbrP4xMwK+RpOo/Yye8BKe+7D9rKSDtf4DrPyMWMewwJuw/1GLwMO2b7D/12QHXFbPsP+AT61T5Hu0/GjVfJR+77D9KtU/HY4bsP4nrGFdcHOw/qG3DKAie6z+29j5VhYbrPyeIug9A6us/3PC76Zad7D+fc7frpSnsP44CRMGMqes/F7mnqzsW7D8D0Chd+pfrP9TRcTWyq+w/lgm/1M8b7D9L6gQ0ETbsP+wwJv29lOs/bY5zm3Cv6z9fsvFgi93rP01mvK302us/fLQ4Y5iT7D90CYfe4uHrP/7V477VOus/gEV+/RAb6z8BLzNslHXsP6ezk8FR8uo/Zd6q61DN6z/HYptUNFbsP1ggelImNew/GcbdIFor7D+aCBueXqnrP8lzfR8OEuw/et6NBYVB7D97vma5bPTrP99RY0LMJew/rFW7JqQ17D+FzmvsEtXsP0K0VrQ5Tuw/MSWS6GWU6z/8OJojKz/rP1YNwtzuZew/0VynkZZK7D97Z7RVSeTrP0V/aObJNew/b4EExY8x7D+XUwJiEi7sP1HaG3xhsus/7xr0pbe/7D+qDONuEK3rP+Nve4LEdus/Ew69xcN76z8lWBzO/GrsP9iarbzk/+s/zF1LyAc97D8zbJT1mwnrP3HK3HwjOuw/dvnWh/VG6z/fwU8cQD/sP/MC7KNTV+s/S4+mejJ/6z/3IW+5+jHsP02/RLx1/us/M1TFVPqJ7D+x3NJqSNzsPxbdek0Piuw/Qx8sY0O37D/oFroSgerrP2/W4H1Vrus/z2bV52qr6z9+U1ipoCLsP6N06V+SSuw/4les4SJ36z/nAMEcPX7sP/gYrDjV2us/AdwsXiwM7D9w0jQomgfsP67X9KCgFO0/XVK13QRf7D+r0EAsmznrP8ueBDbnYOw/BORLqOBw7D+S6GUUyy3sP7zP8dHijOs/rTO+Ly7V6j/rU47J4v7rP9gMcEG2rOw/W+ogrwcT7D+bN04K8x7sP/NYMzLI3ew/yVaXUwLi6z8c7E0MyUnsP/tXVpqUAuw/AHLChNEs6z/o2EElrmPsP61u9Zz0Pus/MxXikXh56z8lOzYC8TrsP7NCke7nFO0/YmU08nlF7D9d+SzPg7vrP5lJ1As+zes/XTRkPEql6z+FsvD1tS7rP7hzYaQXtes/vcXDew6s7D+p+wCkNnHrP0CEuHL2Tus/cvxQacRM7D8GobyPoznsP90lcVZEzes/p804DVGF6z/v5NNjWwbqP4NQ3sfRnOs/fsnGgy127D/356Ih49HrP78oQX+hR+w/ev1JfO6E7D9g5GVNLHDsPygrhqsDoOs/rMjogCRs6z+2aAHaVjPsP7q8OVyrPew/8P0N2qsP6z90eXO4VvvrP4igavRqgOw/riglBKtq6z9yFYvfFFbsP4uLo3ITNew/l3K+2Htx6z/DnQsjvSjsP5XTnpJzYus/gNdnzvqU7D/gS+FBs+vrP64q+64Ifus/NNWT+Udf7D940VeQZqzsPwk1Q6oo3us/lPWbienC6z9/UBcplIXrP1lt/l915Os/bm5MT1ji6z//69y0GafrP/5hS4+m+us/KULqdvYV7D9Stkjajb7rP4vEBDV8i+s//d07akwI7D9tVn2utmLsP134wfnUMew/73N8tDjj7D+LVBhbCHLsP4JV9fI7zes/WHGqtTAL7D851VqYhfbrP3IW9rTDX+w/4QuTqYJR7D8JNxlVhvHqP3IxBtZxfOw/lBEXgEZp7D/4cMlxp3TsP/zCK0me6+s/d9fZkH9m7D8Zx0j2CDXsPwgFpWjlXuw/w9MrZRli7D92/YLdsO3rP47qdCDrqes/iUFg5dAi7D9selBQitbrPwsIrYcvk+w/DoRkARM47D8c0qjAyTbsP6BsyhXeZew/C5xsA3cg7D9jmX6JeOvrP4V7Zd6q6+s/yERKs3mc6z9Ubw1sleDrP+iDZWzo5us/enB31m676z/YRjzZzYzsP6gY529Coes/dsO2RZkN7D++iSE5mTjsP1PNrKWANOw/vHoVGR0Q7D9DqiheZe3rPxnJHqFmSOw//u+ICtVN7D+y17s/3ivsP5z6QPLOIew/CRfyCG4k7D9b7WEvFLDrP7pJDAIrB+w/weEFEalp7D+yEvOspBXsPybfbHNj+us/q1/pfHgW7D8mjGZl+5DrP4NuL2mMVuw/Xtcv2A1b7D/tSstIvafsP+RmuAGfn+s/6kFBKVq56z82Bp0QOujrP9yhYTHq2us/9N4YAoDj6z/IX1rUJznsP4bnpWJjXuw//z147dKG7D8jvajdrwLsP76FdePdEew/196nqtBA6z/PFDqvscvsP8+9h0uOO+w/R1fp7jqb7D+GV5I81/fsP/orZK4MKuw/3gTfNH326z+U+rK0U3PrP8Nn6+Bgb+s/IxEawcZ16z82r+qsFljrP5ZZhGIr6Oo/veXqxyb56z84SfPHtDbrPyO+E7NejOs/nnsPlxz36z9CBYcXRCTsP0Q1JVmHI+w/UkSGVbyR6z964jlbQOjrP4tR19r71Os/IAvRIXAk7D/Obi2T4XjrPzKqDONuEOw/vi8uVWkL7D9bW3heKjbsP0BtVKcD2es/YHZPHhbq6z8gCJChY4fsP8QnnUgwVes/WRe30QBe6z/YCwVsByPsPwIrhxbZzuw/DycwndZt7D8gJXZtb7fsP/utnSgJies/5IV0eAjj6z87wmnBi77rP/d3tkdvuOw/T83lBkOd6z+lngWhvI/sPyrIz0aum+s/boYb8Pnh6z+0Vx8PfffrP+/+eK9amew/N43ttaB37D/RJLGk3H3rP2ADIsSVM+w/9KljldIz7D8oYDsYsc/rP5PlJJS+EOw/qiwKuyj66z82PL1SlqHrP7gjnBa8aOw/Nsr6zcR07D/60AX1LXPsP0F/oUeMHuw/QKVKlL2l6z9FgT6RJ8nsPxAFM6ZgDew/5Pih0oiZ7D/cf2Q6dPrrP3wqpz0lZ+s/mdamsb0W7D93ai43GGrsP+/H7ZdPVuw/9zsUBfpE7D/hQbPr3orsP3GvzFt1Hew/1SMNbmsL7D+tUKT7OYXsPyi4WFGDaes/5eyd0Val6z+jBWhbzbrrP+AvZktWxew/D0JAvoSK7D+5isVvCqvsP1N3ZRcMruw/G0zD8BEx7D92FygpsIDrP2gfK/htiOs/x9YzhGMW7D9wXwfOGdHrP3PyIhPwa+w/BFq6gm1E6z9cj8L1KNzrP0nW4egqXew/+69z02ac6z/ey31yFKDrP1OynITSF+s/l+SAXU0e6z/zWZ4Hd+frP2A6rdug9us/HR8tzhjm6z9fJR+7CxTsP5epSfCGNOs/HSJuTiWD7D+0rtFyoAfsP9i3k4jwr+s/9kArMGR17D+lTGpoAzDsP8pUwaikzuw/xFxStd0E7D+zCMVW0LTrP8CvkSQIV+s/B9Fa0eY47D/C3O7lPjnrPwfPhCaJJew/b7ckB+xq7D//dtmvO93sP7UbfcwHhOs/xOxl22nr6z9nYroQq7/rP+EM/n4xW+w/InAk0GDT6z9nmUUotgLsPwTkS6jg8Os/WKzhIvd06z8FbAcj9gnsP8pTVtP1xOw/gNO7eD9u7D/gZvFiYYjsP3kCYadYtes/yogLQKN07D82O1J955fsP0XVr3Q+POw/VRhbCHJQ6z+R09fzNcvsP4DUJk7u9+s/tK1mnfH96z/CTrFqEGbsP2VwlLw6x+s/n3QiwVQz7D8Pt0PDYlTsP8pPqn06nus/ZvfkYaHW6z9t/fSfNb/rP/LSTWIQ2Os/rfpcbcX+6z+lhGBVvfzrP8GpDyTvHOw/RE5fz9cs7D+EfxE0ZpLsP0rs2t5uyes/bcX+snvy6z9V2XdF8D/sP3BbW3heKuw/7Sqk/KTa6z9l4etrXerrP4SbjCrDOOs/XHLcKR2s6z+XOsjrwaTsP0hsdw/Qfeo/Icms3uH26z8g71UrE/7rPzzYYrfPKuw/74/3qpUJ7D//d0SF6mbsP5fjFYieFOw/0jdpGhTN6z/svmN47OfsP6exvRb03uw/YhIu5BFc7D+OVyB6UibsPwBXsmMjEOs/jGZl+5A37D//0MyTawrsP5oF2h1SjOw/he6SOCui6z8fhIB8CRXsP75Nf/Yjxew/cclxp3Qw7D9EGD+Ne/PrP4FAZ9Km6us/2BAcl3FT7D+pTDEHQcfsPyEf9GxWfew/F7oSgeqf6j9uwOeHEcLrP+6Veauuw+w/A5fHmpFB7D91WyIXnEHrP15ortNIy+s/CTauf9fn6z8HKXgKuVLsP4V7Zd6q6+s/32qduByv6z8fuwuUFFjsP3N/9bhvNew/Mjm1M0zt6z9hp1g1CHPsP16gpMACmOs/MVuyKsLN6z/o9LwbC4rrPzoi36XUJew/0EVDxqPU6j+sGRnkLsLrP83n3O16aes/QGoTJ/c76z+TjnIwmwDsP8oWSbvRR+w/DvW7sDVb6z/Hm/wWnSzsP0T3rGu0nOs/guUIGciz7D8lJNI2/kTsP+qvV1hwv+s/HnBdMSO86z/XUdUEUXfrP2ADIsSVM+w/ZD+LpUg+7D9aaOc0C7TsP8R3YtaLIew/UoGTbeAO7D8VOxqH+l3rP1RSJ6CJMOw/IazGEtZG7D8eigJ9Ik/rP7uZ0Y+GU+s/OzQsRl1r6z+M3NPVHYvqPyAqjZjZ5+s/kSi0rPvH6z9S0Vj7O9vrPxanWguz0Os/CW05l+Kq6z/EsplDUgvtP0Ck374OHOw/36gVpu+16z+WBRN/FHXsPwFolC79y+s/GEFjJlGv6z+mKm1xjU/sPy/cuTDSi+o/rYpwk1Fl7D84glSKHQ3sP5J1OLpKd+w/oPoHkQw56z9TQrCqXn7rP60wfa8hOOw/RaFl3T8W7D/4GKw41VrsP/bOaKuSyOs/FF0XfnA+7D+Q2Vn0ToXsP6SqCaLuA+w/BBxClZo97D/83qY/+5HsP53X2CWqt+s//TBCeLTx6z8QlrGhm/3rPz4HliNkIOw/seB+wAOD6z89f9qoTgfrP7PTD+oiBes/u2BwzR197D+yD7IsmPjrPz/kLVc/tuw/rcPRVbo77D/w/Q3aq4/sP8/cQ8L3/us/MCqpE9DE6z9Sms3jMBjsP/TF3osv2us/DybFxydk7D96Nqs+V9vrP5BlwcQfRew/yXcpdcm47D8mOPWB5B3sP11PdF34wes/Atnr3R/v6z9bzxCOWfbsP8XJ/Q5FAew/00ohkEsc7D92b0VighrsP057Ss6Jves/KhkAqrjx6z+9cyhDVczrPyb9vRQeNOw/SDSBIhYx7D9Zayi1F1HsPzSFzmvsEuw/s7YpHhfV6z+Vm6iluZXrP/NxbagYZ+w/rfcb7bhh6z9juDoA4q7rP8iyYOKPIuw/ueLiqNxE7D+0Oc5twr3sPzvI68Gk+Os/4iL3dHVH7D+jkc8rnvrrPwGh9fBlIuw/QInPnWD/6z+1U3O5wVDsPxWscTYdgew/4iNiSiTR6z+YMJqV7UPsP0YL0Laa9ew/KjdRS3Mr6z+Dhv4JLlbrP/mdJjPe1us/o8wGmWTk7D8qjgOvljvsP0ypS8Yxkuo/uvPEc7aA6z9ffxKfO8HrP2RYxRuZR+w/D9Qpj24E7D9LdmwE4nXsP47onnWNluw/WVGDaRi+6j9Ft17TgwLsP7fT1ohgnOs/mxw+6UQC7D9XlX1XBH/sP+jZrPpcbew/y9sRTgte7D8826M33MfrP5EMObaeIew/yCjPvBx27D/pD808uabrP0URUrezL+w/oG8LluoC7D8c7E0MycnqPyLBVDNrKew/i4ujchO17D9olC79S1LsP3lYqDXNO+s//G66ZYd46j+d9/9xwoTrP8izy7c+LOw/fNY1Wg507D8YJ77aUZzrPyCb5Ef8ius/vTjx1Y5i6z8ecF0xIzzsP0J3SZwVUes/bFz/rs+c6z/tEP+wpUfsP/bSFAFO7+w/UoGTbeCO6z8HQx1WuOXsP5HxKJXwhOw/04bD0sAP7D/e40wTth/sPyUH7GryFOw/TMEaZ9OR7D/ku5S6ZBzrP3u7JTlg1+s/R1Sobi5+6z8TueAM/v7qP6NAn8iTJOw/iljEsMOY7D/umLoru+DrPz+RJ0nXzOw/hCwLJv4o7D/dC8wKRTrsP1T/IJIhR+w/7GrylNV07D8S290DdN/rP5Z7gVmhSOw/GM3K9iFv7D9eZtgo67frP+hqK/aX3es/W3ufqkKD6z9LBoAqbtzrPxS0yeGTzus/FHe8yW/R6z9RhNTt7KvsP/rt68A5I+s/scQDyqZc7D9LsDic+VXrP60XQznRLus/RG0bRkFw7D+dKt8zEqHrP6FI93MK8us//5dr0QI06z/XFwltORfsPw69xcN7Duw/kpc1scBX7D+x3xPrVPnqPyBDxw4qces/E2ba/pWV6z/6nLtdL83rP6SJd4Anres/ZXCUvDrH6z8oLPGAsinsPzuscMtHUuw/SUikbfyJ7D/tmpDWGHTrP9Ydi21S0es/e6AVGLI66z+s5jki3yXrP+S/QBAgQ+w/j4mUZvO46z+fckwW95/sPy1A22rWmew//+ibNA2K6z/ltRK6S+LsP918I7pn3eo/fQc/cQD96z/VWS2wx0TsP1/SGK2jqus/XANbJVic6z+5pkBmZ1HsP8P1KFyPQuw/LA/SU+SQ7D/ieD4D6k3sP3S2gNB6eOw/JNI2/kTl6j+Ss7CnHf7rP/Widr8KcOo/DveRW5Pu6z9R3PEmv0XrP5xTyQBQRew/SrIOR1fp6z+ISE27mGbsP7/Uz5uK1Os/XcXiN4UV7D+jQJ/IkyTrP4FaDB6mfew/jzNN2H6y6z+dK0oJwSrsP7b3qSo0kOs/HcwmwLB87D8VyOwseqfrPxuciH5t/es/BcJOsWoQ7D8YCW05l+LrP3bdW5GYIOw/W5caoZ+p6z9auKzCZgDsP/IGmPkOfus/81oJ3SXx7D/HvI44ZAPsP67yBMJOses/yVpDqb0I7T+69gX0wp3rP8Hgmjv6X+w/b/YHym376z+iYTHqWnvsPw1uawvPS+w/ltHI5xVP6z+TVKaYg6DsP0hqoWRyaus/Jjj1geSd6z//Wl653jbrPyrHZHH/kew/le8ZidAI6z8Uyy2thsTsPwpI+x9gres/mtAksaTc7D9Z/KawUsHrPyO+E7NejOs/uhXCaizh6z/sSzYebDHsPy+GcqJdBew/7E53nnhO6z+nIarwZ3jsPz4l58QeWuw/nIpUGFsI7D/mstE5P0XsPyDURQpl4es/d01Iawy67D8PuRluwOfrP/7TDRR4p+s/IQTkS6hg7D/rbwnAP6XsP1MHeT2YFOw/UaT7OQX56z850a5Cys/rP9+pgHueP+s/DAQBMnRs7D/04O6s3XbrP3goCvSJPOs/9kIB28GI6z/6t8t+3enrP9WT+UffpOw/bLQc6KE27D/ek4eFWlPsP2He40wTtus/XtpwWBp47D8RqtTsgVbrP3QNMzSeiOw/KbLWUGqv6z/36uOh727sP8a/z7hwoOs/u9QI/Uy96z8dyHpq9dXrP0q4kEdwI+w/X7Uy4Zd67D95B3jSwmXsPxfwMsNGWe0/o1nZPuSt7D8/kSdJ10zsP3DpmPOMfew/zCcrhquD6z+XGwx1WOHrPz6WPnRB/es/4UbKFkk77D/0GVBvRs3rPwpNEkvK3es/7E53nnhO7D/S5c3hWm3sP7moFhHF5Os/31FjQswl7D/XvoBeuHPsP2rBi76CtOs/LsVVZd+V7D90stR6v9HrP1YRbjKqjOw/UMWNW8xP7D+jdyrgnmfsP0aaeAd40uw/Ga95VWe16z+c24R7ZV7sPydp/pjWJuw/4XoUrkdh6z/eIcUAiSbsP6pJ8IY0quw/2o6pu7IL7D9OmZtvRHfsP3fZrzvdees/zF8hc2VQ7D9O7KF9rODrP+s6VFOSdew/Cty6m6c66z8Wwf9WsmPsP7Qc6KG2jes/qwfMQ6Z86z9Vh9wMN2DsP8UgsHJoEew/XD6Skh4G6z/qBgq8k0/sP9YBEHf1qus/Qzhm2ZPA7D/2mh4UlCLsP7QfKSLDKus/vRqgNNSo6z9GmngHeNLrP2XiVkEM9Oo/A5mdRe/U6z/H155ZEqDsP+KsiJro8+s/qRQ7Gof66z/dQlciUP3rP3PaU3JO7Os/D7iumBHe6z/eBN80ffbqP3ZrmQzHc+s/dH0fDhIi7D96jPLMy2HsPy2Xjc75Kew/SKXY0ThU7D/ilLn5RvTrPx2UMNP2r+w/kBSRYRVv6j/Gh9nLttPrP+0qpPyk2us/1nH8UGlE6z+qnPaUnBPsP3tLOV/sves/HM78ag6Q7D+JzjKLUOzrP4NStHIvMOs/M9yAzw+j6z9JLZRMTm3rP/tZLEXyles/UB2rlJ5p6j+mXrcIjHXsPxeBsb6BSew/hlj9EYaB6z/WGd8Xl6rsP4/ecB+5tes/pDfcR25N6z+Updb7jfbrP5G6nX3lwew/5zqNtFRe7D+xM4XOa+zqPw0zNJ4I4uw/9MEyNnSz6z+9baZCPBLsP1VrYRbaOew/s9KkFHR77D8roib6fJTsPwnAP6VKlOw/ieyDLAsm7T+K48Cr5U7sP4iFWtO84+s/3SObq+a57D8qN1FLcyvsPz85ChAFs+w/P1bw2xDj6z/FOlW+ZyTsPz22ZcBZSuw/LLe0GhJ37D8vUigLX1/sP39pUZ/kDuw/wW7Ytigz6z/ElbN3RlvsP7Dlletts+s/bLQc6KG26z9KQEzChbzrPyR+xRou8us/em6hKxEo7D+6+UZ0zzrrP3HLR1LSw+w/OjsZHCUv7D+YFvVJ7jDsP3+hR4ye2+s/PKHXn8Tn6j+lZaTeU7nsP1ryeFp+YOs/kuf6Phyk6z9uwr0yb9XrP/j578Frl+s/LPTBMjb06z/LaU/JOTHsP46VmGclres/X7cIjPUN7D/IREqzeRzsPyRfCaTELu0/KuCe508b7D80LEZda+/rPytR9pZyPus/0o4bfjfd6z+WQErs2t7rP0lm9Q63w+s/549pbRrb7D+9qx4wDxnrP6t6+Z0ms+s/W18ktOXc6z/g9ZmzPuXsP+fFia92FOw/3dPVHYtt7D+D+MCO/wLsP7fu5qkOuew/ARQjS+ZY7D+WICOgwpHsPw/Tvrm/+uw/Sx3k9WBS7D9Xk6espuvqPwexM4XOa+w/XTRkPEql6z+N0xBV+DPsP8hFtYgoJuw/L/mf/N077D9mhLcHIaDsPx8Q6Eza1Os/urvOhvwz7D+2LF+X4b/rP7CryVNW0+s/9FFGXAAa6z9/3enOE0/sP1XCE3r9yew/Ic7DCUwn7D/ryfyjb9LrPxBAahMnd+s/RUdy+Q/p6z9ENpAuNi3sP5qUgm4v6es/x9eeWRKg7D8xCKwcWmTsP2AA4UOJlus/jc9k/zyN7D9Jvady2tPrP3/eVKTCWOw/UDqRYKqZ7D8XSbvRx/zrPxiw5CoWv+w/tfl/1ZEj7D9xOzQsRl3sP1frxOV4hes/rb8lAP8U7D/w37w48dXrP5Lp0Ol5N+w/5nYv98nR6z/O/GoOEMzsP0oIVtXL7+s/VOOlm8Sg6z/WrDO+L67rP3vAPGTKB+w/nMQgsHLo6z8uAI3Spf/rP9GvrZ/+s+w/8BXdek2P6z/zkv/J3z3rPwdDHVa4Zew/I6DCEaRS7D+xahDmdi/sP2cOSS2UTOw/61VkdECS6z8s76oHzEPsP2ywcJLmD+w/j6Z6Mv9o6z825+CZ0KTsP9i8qrNa4Ow/8ztNZryt6j9lGk0uxkDsP89OBkfJK+w/9E9wsaKG7D/s+3CQEGXsP9/8hokGKes/uvWaHhQU7D9AFMyYgrXsPyrhCb3+pOw/sktUbw1s7D8N/RNcrKjrP2sMOiF00Os/xr/PuHAg7D/qlh3iHzbsP5IDdjV5Sus/6kKs/gjD6z8foWZIFUXsP3Fyv0NRIOw/jzNN2H6y6z+Cb5o+O+DqP4+NQLyu3+o/eouH9xxY6z9PIy2Vt6PrP3WUg9kEmOw/1bFK6Zle7D9iEcMOY9LrP/sjDAOW3Os/r7SM1Huq6z9VZ7XAHpPsP+NuEK0V7es/6dFUT+af6z8SMSWS6GXrPyjVPh2PGew/KPIk6ZpJ7D9cWg2Je6zrP3UGRl7WxOw/MnIW9rTD7D/Fc7aA0PrrPyaOPBBZpOw/HXQJh97i6z+/84sS9BfsP+fEHtrHius/BvGBHf+F6z9KQbeXNMbsP/+ye/Kw0Ow/oUs49BaP6z/5SbVPx2PtPzyh15/E5+s/FcYWghwU7D88LT9wlSfsP/KU1XQ9Uew/paFGIcks7D/sUbgehWvrPw3/6QYKPOw/VydnKO547D8kJT0MrU7sPxE5fT1fM+s/CTICKhzB7D+KITmZuNXrP/7WTpSEROs/5fBJJxJM7D8rUfaWcj7rP/wBDwwgfOs/KnCyDdwB7D8XSbvRx3zrPy+Lic3HNew/ML39uWhI7D8NiuYBLPLrPzxqTIi5pOs/UHKHTWTm7D9VbTfBN03sPy1cVmEzwOw/rizRWWaR7D+8zRsnhfnrPwsOL4hITes/DB8RUyKJ6z8GED6UaEnsP4nOMotQ7Os/r5l8s82N7D8BofXwZaLsP4IDWrqCbew/b0vkgjN47D8Ik+LjEzLsP6aAtP8B1uo/FQMkmkCR7D/rq6sCtRjsP0J8YMd/ges/t+9Rf71C6z8sRl1r79PrP1GlZg+0gus/Mc10r5N66z/QuHAgJIvrPxIWFXE6Sew/oyHjUSrh6z9OQukLIWfsP0GbHD7pROw/I9xkVBlG7D9TWRR2UXTsP9nqckpAzOs/QpYFE38U7D8jSnuDL8zrPzlGskeoGew/S1zHuOLi6z/5ugz/6YbrP3Y4ukp31+o/Zw5JLZRM7D/FVWXfFUHsP3R7SWO0Duw/ZRu4A3XK6z/+uWjIeJTsPzVB1H0AUuw/+uyA64qZ6z/MXradtsbrP2Pt72yPXuw/eqaXGMv06z/IsfUM4RjsP5t1xvfFJew//kRlw5rK6j8czvxqDpDsP+7rwDkjSuw/K4cW2c736z+Xdf9YiI7sP4OhDivccus/UtUEUfcB7T+yhLUxdkLrPxvZlZaReus/kZkLXB5r7D8+d4L91znsPwsMWd3qOew/n6ut2F927D9pxMw+j9HsP23jT1Q2LOw/xAjh0caR7D/pKt1dZ8PsP3TtC+iFu+s/1qnyPSMR7D/f/IaJBqnsPzIh5pKqbes/iPTb14Hz6z8ZkpOJW4XrPzrnpzgOPOs/a7ddaK5T7D+6Z12j5cDrP2wldJfEWew/LSeh9IWQ7D/bheY6jbTrP1JIMqt3OOs/SIyeW+jK7D+kwthCkIPsP4uMDkjCPus//kXQmEnU7D8rhqsDIG7sP2ADIsSVM+w/mRHeHoSA7D96UFCKVm7rP56ymq4nOuw/ehnFckur7D8jpG5nX3nrP+o/a378pes/0hvuI7cm6z+MSuoENJHrP26hKxGofuw/n+QOm8hM7D+0ccRafArsP0Pk9PV8Tew/weRGkbWG6z+9GwsKgzLsP0EqxY7GIew/opv9gXJb6z/EtdrDXijsP8amlUIgF+w/Iv32deCc6z8xsmSO5d3rPyjueJPfouw/3SIw1jcw6z+mmllLAenrP/g2/dmPlOw/nfF9calK7D/36XjMQGXsP99vtOOG3+o/CMiXUMFh7D/nVZ3VAnvsP/bOaKuSSOs/kPeqlQk/7D97aYoAp/frP0UQ5+EEpus/d6BOeXQj7D9ok8MnncjrP11wBn+/GOw/3Esao3XU7D/l7nN8tDjsP+pBQSlaues/8MLWbOWl7D/dzynIz8bsP7KDSlzHOOs/ElDhCFKp6z+xpx3+mizrP7XiGwqfLew/pKt0d50N7D8jS+ZY3lXrP6H3xhAAHOw/y9b6IqEt7D8SEmkbf6LrPwIOoUrNHuw/Q5JZvcPt6z8Y0XZM3RXsP9bFbTSAN+w/FqWEYFU97D8Ogo5WtSTrP5VliGNdXOw/54wo7Q0+7D+tiJro89HrP60UArnEEew/flcE/1tJ7D94mPbN/VXsP2wjnuxmRuw/Uwd5PZgU7D/fF5eqtMXrP1Xa4hqfSes/wyy0c5oF7D/WxW00gLfrP58gsd09QOw/bVM8LqpF6z+OzY5U33nrP/OuesA8ZOs/9pUH6Sny6z91q+ek943rP/oK0oxFU+s/XVFKCFZV6z/922W/7nTsP/DBa5c2HOw/9BYP7zkw7D/Vlc/yPDjsP6ThlLn5Ruw/Ft7lIr4T7D8Fb0ijAqfrP3xI+N7fIOw/ZqGd0yzQ6j8AcsKE0SzsP9xifm5oSuw/Q6uTMxT36z9RTx+BP/zrP2Is0y8R7+s/0Joff2nR6z+1VN6OcNrrP2lyMQbW8es/fjhIiPKF6z9pVyHlJ1XsP5kQc0nVduw/uyU5YFeT6z9EMA4uHXPsP7tE9dbA1uw/y9qmeFxU7D9CJa5jXPHrP08/qIsUyus/2CssuB9w7D8oDwu1pvnrP+nVAKWhRuw/d/hrskY97D+PVN/5RYnrP1UUr7K2Kew/hGVs6GZ/7D9KC5dV2IzsPxR7aB8r+Os/4EvhQbNr7D96F+/H7RfsP7mKxW8KK+s/4pLjTulg7D/OHJJaKJnsPwx1WOGWD+w/iL67lSW67D/nGfuSjYfrP8E24slu5us/oYFYNnPI7D93K0t0llnsPzRLAtTUMuw/0Xe3skRn6z9VFK+ytinsP9RJtrqckus/KgMHtHQF6z9UGcbdIFrrP9yeILHdvew/m3XG98Ul7D9WYp6VtOLrP8QnnUgwVes/A7NCke7n6z+eCU0SS8rrP6uSyD7Isus/gNJQo5Bk7D/S/ZyC/OzqP4m2Y+qubOs/xlIkXwmk6j9R2ht8YbLsP9GTMqmhjew/K6G7JM4K6z91kNeDSfHrPx+i0R3Ezus/ED0pkxpa7T91yqMbYdHrPwisHFpkO+s/N4lBYOXQ6z98Zd6q61DrP5uOAG4Wr+w/1Lg3v2Ei7D+sNv+vOvLsP2/XS1MEOOs/ZTcz+tFw6z/BjZQtkvbrP2kaFM0DWOw/1SR4QxqV6z/OGVHaG3zsPzVfJR+7C+w/nmLVIMzt6z9ws3ixMMTrPw8Ni1HXWus/zox+NJwy6z/OVIhH4uXrPyYBamrZ2us/XHUdqilJ7D+XrmAb8WTsP91fPe5bres/hEcbR6xF6z9x4xbzc8PrP5Q0f0xr0+o/nN1aJsPx6z/h8IKI1LTrP26mQjwSr+w/5h99k6bB6z/BHD1+b1PsP5Kx2vy/auw/mkF8YMf/6z+X5esy/CfsP5RKeEKvv+o/VkRN9Pko7D/GNT6T/fPrP/J8BtSb0ew/FXE6yVYX7D/6uaEpO33sPwZoW806Y+s/YmU08nlF7D/nASzy6wfsP30jumddI+w/1/m3y37d6j+EZte9FYnrP3puoSsRKOw/W7G/7J686z/cKR2s//PqPyY5YFeTJ+w/S5S9pZwv6z9ZiA6BIwHsP/WhC+pb5us/8KXwoNl17D9BZmfRO5XrP1smw/F8hus/Uiy3tBqS6z+TbkvkgrPrP1hWmpSC7us/escpOpLL7D9BYrt7gG7sP3AKKxVUVOs/J8Cw/Pk27D/rqkAtBg/tP2iz6nO1les/5q4l5IMe7D8Rc0nVdpPrP6t5jsh3qes/1c4wtaUO7D/WdD3RdeHrP4SdYtUgTOw/NGWnH9RF7T/7rDJTWv/qP71V16GaEuw/esVTjzQ47D8qGQCquPHrPwe2SrA4nOw/8DZvnBTm6z8kSKXY0bjrP3faGhGMA+s/cXFUbqKW7D8EWrqCbUTsP/w5BfnZyOs/4pNOJJhq7D/rc7UV+0vsP/g3aK8+nuw/lgoqqn4l7D9WSWQfZFnsPy6NX3glyes/y7kUV5V97D9agSGrW73rP4F4Xb9gN+w/EhJpG38i7D+P44dKI+bqP2wIjsu4Kew/Q61p3nGK7D8Fb0ijAifsP+0NvjCZqus/UU60q5By7D+8zob8MwPtP5Yi+Uogpes/++WTFcNV7D9nZfuQt9zrPzZWYp6VNO0/kloomZza6z9RvqCFBAzsP2JqSx3k9es/Gk6Zm29E6z/ZJ4BiZEnsP1t6NNWTees/Ub01sFWC7D8P7WMFvw3sP/xSP28q0us/iUUMO4xJ7D/ohTsXRnrrPzi6SnfX2es/KgExCRfy6z/w37w48VXrPxh8mpMXGew/skY9RKM77D9HV+nuOhvrP0SjO4idKew/nZ0MjpLX6z+thO6SOKvsP2GKcmn8Quw/I6RuZ1957D8NNJ9zt2vsP/J5xVOPtOs/sDkHz4Qm7D972uGvyRrrP8+j4v+OKOw/JXmu78PB6z/KG2DmO/jrPz7L8+DuLOs/SPlJtU/H6z8XnSy13u/sP+vjoe9uZes/MGXggJYu7D+E1y5tOKzrP46tZwjHLOw/wjHLngQ27D/GbMmqCLfrP5v+7EeKSOw/0etP4nOn7D+jWkQUk7fsPxKfO8H+6+w/7IZtizIb7D+I9NvXgfPrP7fsEP+wpes/fR8OEqL86z+1/MBVnkDsP1gepKfIIew/4/viUpW26z/P+SmOA6/sP/pFCfoLves/3LxxUph37D//snvysFDrPwVPIVfqWew/IJkOnZ736z9WKqio+hXsPxK9jGK5pew/FJZ4QNkU7D/O/dXjvtXrP48YPbfQlew/DcLc7uU+7D98YwgAjj3rP7YtymyQSes/ChLb3QP06z8jL2tigS/sP50PzxJkBOw/G7rZHyg36z8uAI3Spf/rP6ddTDPd6+s/oGtfQC/c6z/1gk9z8iLrPzzYYrfPKuw/53Ct9rCX6z9yh01k5gLsP2/x8J4Dy+s/QMIwYMnV7D91IOup1dfrP9ulDYelges/2ucxyjMv6z/nxB7axwrsP0+Q2O4eoOs/Gk0uxsA67D9ftMcL6fDrP/OrOUAwR+w/jC5vDtfq6z/lQXqKHCLsP39rJ0pCIuw/vyfWqfI96z/8cJAQ5YvsP23+X3XkyOs/jjo6rkZ26z+1MuGX+vnrP2g9fJkoQuw/pI6Oq5Hd6z8t6SgHswnsP2GNs+kIYOs/6Sec3Vom7D8/GePD7GXsP9Sa5h2naOs/AFKbOLnf6z963/jaM8vrP0rx8QnZees/CcGqevmd6z+pwTQMHxHsP3o4gem0bus/ucK7XMR36z/+1k6UhMTrPzY7Un3nl+s/QQ5KmGn76z8aNV8lHzvsP6Im+nyUkes/utkfKLft6z83+wPltn3sP3r/HydMmOs/1GTG20qv6z+oyCHi5tTqP08kmGpmLew/f03WqIdo7D8m++dpwCDsP+wTQDGy5Ow/M4l6wac57D+jryDNWLTsPzHO34RChOw/1NaIYBzc6z/Y8V8gCJDrPwvRIXAkUOs/eT2YFB8f7D/hz/BmDd7rP7hX5q26juw/E2QEVDgC7D973LdaJy7sP+Oo3EQtTes/7WMFvw2x7D9HjQkxl9TrP1+0xwvp8Os/vr9Be/Vx7D/iAzv+C4TrPyVZh6Or9Os/llmEYivo6z/ul09WDNfrP2ZPAptzcOs/jnbc8Lvp6z9YkdEBSVjrP3eGqS11kOs/CcA/pUqU6z/19XzNclnsP6jlB67yhOw/flaZKa0/7D8TZARUOILrP+GX+nlTkew/2SPUDKmi6j/36XjMQGXsP8nH7gIlhes/7fMY5ZkX7D9cx7ji4qjrPyO70jJS7+s/TBjNyvYh7D/WkLjH0gfsP0xQw7ew7uw/6Qsh5/3/6z8H0VrR5jjsP28qUmFsIew//OQoQBTM7D+1w1+TNerrP4eJBil4Cuw/9s/TgEFS6z8/NsmP+BXsP+IEptO6Des/TTCca5ih6z97FRkdkATsP3jxftx++es/Cyb+KOrM6j8z+zxGeWbrP5VE9kGWBew/8iTpmsm37D8QBMjQsQPsP7temiLA6es/ArwFEhQ/6z+NCMbBpWPrP8O7XMR34us/KlWi7C1l7D9e91YkJqjrP2jO+pRjMuw/xt/2BIlt6j9bKJmc2pnsP7otkQvO4Os/3smnx7YM7D/+fFuwVBfrPxwj2SPUDOw/8IXJVMGo7D8pB7MJMKzrP46yfjMx3es/ERjrG5hc7D8IdZFCWfjrP3vZdtoaEew/EynN5nEY7D9EigESTSDrP9+/eXHiq+w/pwcFpWhl6z8tlExO7YzrP3NH/8u1aOw/lMFR8uoc7D9JRzmYTYDrPz4D6s2o+es/euQPBp577D9/UBcplAXsP+8eoPtyZus/v/G1Z5aE7D8/4IEBhA/sP4uH9xxYDuw/EXNJ1XYT6z85l+Kqsm/rP7ExryMO2es/2EenrnwW7D+THoZWJ2fsP7ZpbK8Fvew/6bmFrkSg6z+gUiXK3tLrPwA49uy5zOs/V0PiHkuf7D9nYyXmWUnrP4Ehq1s9p+s/M1GE1O1s6z9zS6shcQ/sP6cIcHoX7+s/QFHZsKay7D8dd0oH6//qP9m0Ugjkkus/IxXGFoIc6z8I5BJHHojsP6bxC68kees/r7X3qSo07D+0If/MIL7sP1VMpZ9wdus/0Eaum1Je6z+QSUbOwp7rPx7DYz+Lpew/BBvXv+uz6z+4yD1d3THsP86I0t7gC+w/Ja5jXHFx7D8Dzefc7XrrP/q19dN/1uw/gctjzcgg7D90RpT2Bt/rP04n2epySuw/CXHl7J1R7D/0/j9OmLDrP3OCNjl8Uus/o5QQrKqX6z/dfY6PFmfsP30/NV66yes/daxSeqaX6z+I8gUtJODrP6xT5XtGIuw/A+s4fqg06z8sK01KQTfrP/w5BfnZSOw/D9WUZB0O7D/QmEnUCz7sP031ZP7RN+w/TG9/Lhoy7D9wsaIG07DrP4mV0cjnFew/9fV8zXJZ6z8DXmbYKOvrP+2DLAsm/us/KSMuAI3S6j9GmngHeNLsPzifOlYpPew/zHucacJ27D+sxDwracXrPxFuMqoMY+s/HF97ZkmA6z/htrbwvFTsP22MnfASHOw/JQNAFTfu6z8AxciSOZbsPzxQpzy6Eew/z4JQ3sfR7D+Z84x9yUbsPy7iOzHrxes/MlUwKqmT6z+RSNv4ExXsPzYGnRA66Os/YFeTp6ym6z97aB8r+O3rP08fgT/8fOs/uFhRg2mY7D8oLPGAsqnrP+ZbH9Ybtew/K2ub4nHR6z/0F3rE6DnsP+zCD86njus/K6T8pNon6z84oKUr2EbrP9/F+3H75es/qu/8ogT96z+mme51Ul/sP7TnMjUJXus/ZOlDF9S37D+wOnKkM7DsP7dDw2LUtew/KLhYUYPp6z/Qs1n1uVrsPweXjjnP2Os/VwdA3NWr7D9Sf73CgnvrP/mdJjPeVuw/ar+1EyWh6z849uy5TM3rP2hYjLrW3uw/OWItPgXA6z+I8ZpXddbrPzfiyW5m9Oo/CqAYWTLH6z9fXKrSFlfsPyasjbET3us/MPMd/MSB6z9mu0IfLOPrPyjv42iOrOs/D5vIzAUu7D+y2vy/6kjsP7TJ4ZNOpOs/XoO+9Pbn6z8yjpHsEerqPwlU/yCSIew/AMXIkjkW7D/o2hfQC/fsP1evIqMDEuw/EfxvJTu27D+qRxrc1pbsP3aKVYMwt+s/sktUbw1s7D/4U+Olm0TsP8a+ZOPBFuw/mYI1zqYj7D+az7nb9VLsP2tiga/oVuw//KVFfZK76z+vJ7ou/GDsP4hlM4ekFus/5WN3gZIC7D9yT1d3LDbsP8NF7unqjus/HCWvzjGg7D+EfqZet4jsP8mutIzUe+w/549pbRpb7D8rhNVYwlrsP4wQHm0cMew/TQ8KStHK6z+q0hbX+EzsPw37PbFOFew/Rx/zAYHO6z8udCUC1T/sP0Ruhhvw+es/OBJosKlz6z9B1lOrry7rP1VRvMrapus/sky/RLz16j/jpDDvcabrP6pm1lJA2us/T3Yzox+N7D9Td2UXDK7rPzxLkBFQYes/VP61vHI96z+o5Qeu8gTsP8bE5uPaUOs/L1G9NbBV7D9HdTqQ9VTsP4oBEk2gCOw/MXiY9s196z+Y/E/+7p3rP2HFqdbCrOs/Ab9GkiBc6z8VqpuLv23sP0NTdvpB3es/SicSTDWz6z9fYcH9gIfrP4DUJk7u9+o/IQIOoUpN7D/MRuf8FMfrPzc0Zacf1Os/X2Is0y8R7D+fr1kuGx3sP/4ORYE+Eew/siyY+KMo7D8VG/M64pDsP5KumXyzzes/w/UoXI9C7D8d5zbhXpnsP82RlV8G4+s/CAYQPpRo6z+CcAUU6unrP8mTpGsmX+w/Mxr5vOKp7D+eI/JdSt3rPy0+BcB4Bus/aqD5nLtd6z/03a0s0VnrPwGiYMYUrOs/p8tiYvPx6z8BpaFGIcnrP80GmWTkrOs/DThLyXKS7D/NkZVfBuPrP2hZ94+FaOw/t2EUBI9v6z8PuoRDb/HrPy4CY30DE+w/aVGf5A4b7D9Hc2Tll8HrP6W9wRcm0+w/Gvz9YrZk7D/Zs+cyNQnsP8H/VrJjI+s/3LdaJy7H6z82kC42rRTsP6yrArUYPOw/1Xq/0Y6b7D8jFcYWgpzrP4OmJVZGI+w/+64I/rcS7T+DNGPRdPbrP2HdeHdkrOs/CkyndRtU7D97Ss6JPTTsP6nCn+HNGuw/QBU3bjE/7D/sF+yGbYvsPwc/cQD9vus/uwopP6n26z8+JHzvb1DrP7t868N6I+w/4IEBhA8l7D/x8QnZeRvsP5TeN772zOs/NIP4wI5/6z+ifEELCZjrPzPDRlm/Gew/h4kGKXgK7D/WHvZCAVvrP5VGzOzzmOw/jzhkA+ni6z/+CwQBMnTsP+HOhZFeVOs/MPZefNGe6z+twJDVrR7sP1EyObUzzOs/p60RwTg46z+IvruVJTrsP1Thz/Bmjew/xXO2gNB67D9o7Es2HuzrP7giMUENX+w/wvuqXKj87D+k374OnDPsP0M6PITxU+w/rI4c6QyM6z/wNQTHZdzrPxlxAWiUruw/66urArWY7D9geCXJc33sP35v05/9SOs/+DJRhNRt7D8//tKiPsnrP72nctpTcus/GCE82jji6z9XBWoxeJjrP/2IX7GGi+s/qKs7Ftuk7D9wzojS3mDrP+fIyi+Dsew/YB3HD5XG6z8NHTuoxPXrPxEebRyxlus/AcEcPX7v6z+JKZFELyPsPzaPw2D+Cuw//TGtTWN77D+KAn0iT5LsP2A5QgbybOw/iQrVzcXf7D/vN9pxw2/rP0eTizGwDuw/nGnC9pMx7T9WRiOfV7zsP96NBYVBGew/95LGaB3V7D8vTRHg9K7rP9nts8pM6es/P47myMov7D+77xge+9nqP+YIGcizy+s/hXtl3qpr6z+XcymuKvvrP5WdflAXqew/J9wr81Zd7D+a0CSxpNzrPyFYVS+/0+s/mBO0yeGT6z9pdAexMwXtP1DHYwYqY+w/9phIaTYP7D/ajNMQVXjrP6lPcodNZOw/FytqMA3D6z+Diqpf6fzrP0G2LF+X4es//yWpTDGH7D/x1Y7iHPXqP+o8Kv7vCO0/D9JT5BDx7D+VKeYg6OjrP3GNz2T/POw/8fYgBOTL6z/nbWx2pPrrPxKJQsu6f+s/gh/VsN+T6z9HrMWnAJjsP/YJoBhZsus/JVtdTgmI7D8ro5HPKx7sPwpnt5bJ8Ow/TWa8rfRa6z+rWz0nvW/sP3e688RzNuw/+py7XS9N6z+L3xRWKqjrP65mnfF98es/kUjb+BOV7D+BfAkVHN7qP2ZJgJpatus/H6FmSBVF7D8uOIO/X0zsPx3HD5VGTOw/gA7z5QVY6z/0xHO2gFDsPxe4PNaMjOw/jzhkA+ni6z/Qm4pUGFvrP3CwNzEkJ+w/071O6svS6z8PfXcrS3TrP9zWFp6XCus/Fvn1Q2ww7D8BFvn1Q+zrP206ArhZvOs/5DCYv0Jm7D+jAifbwB3rP5HRAUnYN+w/d4cUAyQa7D9AvoQKDi/sP8OAJVexeOs/RQ2mYfiI6z/aqE4Hsh7sP+0MU1vqoOw/ih9j7lrC7D9Wf4RhwJLsP58ih4ib0+s/lGqfjscM6z+/gF64c+HrP9Zx/FBpxOs/jBTKwtfX6j9pOGVuvpHrPxdjYB3HD+w/oUj3cwpy7D9crn5skp/sP4OmJVZGo+s/juiedY2W6z89u3zrw3rsP9+l1CXjGOw/cT0K16Pw6z/EfHkB9tHrPwltOZfiquw/dXXHYptU6z+kiXeAJy3sP6z+CMOApes/zNQkeEMa7D973SIw1rfsP4l46/zbZew/H9rHCn6b6z9oI9dNKS/sP914d2SsNuw/rWwf8par6z8QsiyY+CPsP+NTAIxnUOw/5ZzYQ/vY6z97iEZ3EDvsP9BGrptS3us/UyXK3lJO6z/H1F3ZBYPsP3tntFVJZOw/7WEvFLAd7D9EqFKzB1rsPxhA+FCipes/ltHI5xXP6z9O02cHXFfsP0Phs3VwsOw/ZDvfT42X6z9bCd0lcVbrPz7NyYtMQOs/Vd6OcFrw6z/b2y3JAbvrP593Y0FhUOs/CJEMObYe6z8iVKnZAy3rP7KEtTF2Quw/mUaTizEw7D+SsG8nEeHrP/gaguMybus/SFLSw9Bq7D8Cfo0kQTjsP9tOWyOCces/cLIN3IG66j9k6q7sgkHsP84z9iUbj+w/q5ffaTJj7D9dUrXdBN/rP1/P1yyXDew/ZoaNsn4z7D+oV8oyxDHsP8NKBRVVv+s/B+5AnfJo7D8BwLFnz2XsP47KTdTSXOw/8gcDz70H6z/67IDrihnrPwFNhA1PL+0/DMwKRbof7T9zgctjzcjrP1R0JJf/kOw/BcQkXMij6z+sqwK1GDzrP0IhAg6hSuw/mtL6WwJw7D93SDFAoonsPzHQtS+gF+w/gGJkyRzL6z9qSx3k9WDsP1cHQNzVq+s/d6OP+YBA6z+WQErs2t7sP4y9F1+0R+w/XmkZqfdU7D8yc4HLY83rP0/OUNzxpus/casgBrp26z+mXyLeOn/rP2GJB5RNOew/jzNN2H6y7D+QFfw2xHjrP0J5H0dz5Os/fIFZoUh37D/nHafoSC7rP5XUCWgibOs/niYz3lZ66z9JRzmYTQDsP4VALnHkges/pSxDHOti6z98uU+OAsTsPxtK7UW0Hew/2NXkKatp6z9ITiZuFUTrP3sQAvIl1Ow/5KJaRBQT7D8YX7THC+nrP6Dctu9R/+s/S+guibMi7D8LfEW3XlPsP5BrQ8U4/+s/TPp7KTzo6z+bO/pfrkXsP0MCRpc3h+s/QfD49q7B6z+rQgOxbGbsP07VPbK56uw/5NnlWx9W7D8CLsiW5WvrP9S5opQQrOw/DoKOVrUk7D8ah/pd2BrsP2OzI9V3/us/UkSGVbwR7D+vljszwXDsPxbdek0Piuw/71NVaCCW7D8pJJnVO9zrP5XwhF5/Euw/5BOy8zY27D/WH2EYsGTsPwEwnkFD/+s/h9uhYTHq7D81Cklm9Y7sP5IIjWDj+us/mrLTD+qi6z/9M4P4wA7sP5QWLquwGew/3IMQkC8h7D9eZtgo67frP4Hs9e6Pd+w/2zaMguDx6z9JS+XtCCfsP71yvW2mwus/4IWt2crL6j+gM2lTdY/rPx6kp8gh4uw/R3alZaTe6z9rfvylRf3rP/0QGyycJOw/p+fdWFCY7D9RoE/kSVLrP4eMR6mEp+s/JlRweEFE6z9fRUYHJGHsP81c4PJYs+s/XFZhM8AF7D/JdOj0vBvsP7O0U3O5wes/aFiMutbe6z+45o7+l+vrPzUk7rH0oes/V+vE5XgF7D/mzHaFPtjrP4y/7QkS2+s/rb1PVaEB7D/8w5YeTXXrPyRkIM8uX+w/L2r3qwDf6j8ao3VUNcHrP0Eo7+Nojus/jSRBuAKK7D9mu0IfLOPrP+Y8Y1+yces/7WRwlLw67D9TrvAuF3HrPz7t8Ndkjes/8u7IWG3+6z+xGeCCbNnqP/gcWI6Qges/NxYUBmUa7D8MAcCxZ8/rP5I81/fhIOw/YFeTp6wm6z8B/FOqRNnrPzqSy39Iv+s/4pNOJJjq7D/DfeTWpFvsP/Imv0Uny+s/Mh6lEp7Q6z996lil9MzsP+DaiZKQSOw/oblOIy2V6z/nGmZoPBHsP3kj88gfjOw/YI+JlGZz7D9WYTPABdnqP35WmSmtP+w/JxWNtb8z7D/shm2LMpvrP53VAntMpOs/9KRMamiD6z/Gi4UhcnrsP5Hwvb9B++s/L+HQWzy86z9S0sPQ6uTrP0PHDipxHew/hjlBmxw+6z+2gNB6+LLsP61LjdDP1Oo/v+/fvDjx6z8ziuWWVkPsP6zJU1bT9eo/jnbc8Ltp7D/TF0LO+3/sP1MDzefcbe0/wCUA/5Sq7D/I7ZdPVozrP9HrT+Jzp+w/pdjRONTv7D8lICbhQh7rP9NnB1xXTOw/G7rZHyg36z9xHHi13BnsP6n7AKQ28ew/BYcXRKSm7D+GrG71nHTsP46u0t11tuw/7uh/uRYt6z8Zq83/q47tP5LOwMjLGuw/EoPAyqFF6z801v7O9mjsP0+tvroq0Ow/E0n0Morl6T8SS8rd5/jrPzBHj9/b9Os/r15FRgck7D/4iQPo9/3rP/p8lBEXgOw/oMVSJF+J6z9HPq946pHrP4wVNZiGYew/fHxCdt7G7D/Ki0zAr5HsP3pyTYHMTus/2Vw1zxH56z8xJv29FB7tP96tLNFZ5uo/MxXikXj56z8dkloomZzrP6G/0CNGT+w/f2jmyTUF7D9VFRqIZbPrP/CjGvZ7Yuw/5NcPscFC7D/eyhKdZZbrP8TOFDqvses/qIqp9BPO6z8OvjCZKpjrPzVgkPRplew/yk+qfToe7D+QEru2t1vsP1SM8zehkOw/pTFaR1WT6z+f6SXGMn3sP/QxHxDoTOs/H/XXKyy47D/+YUuPpvrqP5M16iEa3es/OE2fHXBd7D8K9l/nps3rP3kGDf0TXOs/aRt/orJh6z/UnSeeswXsPzqTNlX3SO0/l3FTA81n7D9vnuqQm2HsP6D6B5EMOes/OPktOlnq7D9tG0ZB8PjrP/yohv2e2Os/yH4WS5H87D/8j0yHTk/rP24VxEDXvus/xohEoWVd6z/zPo7myErrP1xXzAhvD+w/x5xn7Eu26z8UWtb9YyHsP5Axdy0hn+s/BDkoYaZt6z8oSddMvtnsP/PGSWHeY+s/fjUHCOZo7D/MQGX8+wzsP7yVJTrLLOw/bXGNz2T/6z9mEYqtoGnsP2EYsOQqFuw/G0tYG2On6z85miMrvwzsP+Seru5Y7Os/HO+OjNVm6z/LTdTS3ArsP6OQZFbv8Os/uI/cmnTb6z8NU1vqIK/rPzawVYLF4es/f6Xz4VkC7D+++Q0TDdLsP0pFY+3v7Ow/mDCale1D7D8/4les4aLqPxa+vtalRuw/v7hUpS0u7D8vNUI/U6/rP4xLVdrimuo/UaG6ufjb6j+Tp6ym6wnsP+atug7VlOo/34sv2uOF6z+14hsKn63rP1SthVloZ+w/XwmkxK5t6j9lw5rKorDsPwjMQ6Z8iOs/61VkdECS7D81DB8RU6LrP4Hs9e6P9+s/5WA2AYbl6z988rBQaxrsP3KG4o43eew//x8nTBjN6z/j+nd95qzrP0ykNJvHYes/bqXXZmMl6z9qwCDp06rsPxZtjnObcOs/0A1N2ekH7D8SS8rd5/jrP31AoDNp0+s/q8yU1t+S6z+tvyUA/xTsP9B9ObNdoew/KULqdvaV7D9Czvv/OGHsP12HakqyDuw/91eP+1Zr7D9PQBNhw1PrP0BLV7CNeOs/lwD8U6rE7D/sT+JzJ1jsPyWxpNx9jus/gNJQo5Dk6z8O9iaG5OTrP0g3wqIiTuw/jh6/t+lP7D+c24R7Zd7sP0ceiCzSROs/ueAM/n4x7D8yjpHsEersP2ZmZmZmZuw/gczOoncq7D9NnrKarqfrP7VRnQ5kves/kncOZaiK7D9/v5gtWRXsP9yhYTHqWuw/CB10CYde6z+FJ/T6k3jrP7+dRIR/Eew/Y15HHLKB7D/fG0MAcGzsPyh+jLlries/jj17LlMT7D9HrptSXqvrP0vkgjP4e+s/RfXWwFYJ7D8XEcXkDTDsP4h/2NKjqes/k9+ik6XW6z8AH7x2acPsPx8tzhjmBOw/EcMOY9Jf6z8O12oPe6HsP6SLTSuFwOs/3WETmbnA7D+PN/ktOlnsP9NM9zqpr+s/tU5cjlcg7D8k0GBT59HrP2agMv59xuw/83SuKCWE6z+FlQoqqn7sP6CobFhTWew/aM9lahI87D9VEtkHWZbsP/Jgi90+K+s/Z7gBnx9G7D8HYW73ch/sP+f+6nHf6us/Z7Yr9MEy7D+H+IctPRrsP8wHBDqTtus/5uYb0T3r6z8j9DP1ukXsP+58PzVeuuw/O8Q/bOlR7T+KARJNoIjsPxwj2SPUjOs/H031ZP7R6z82PSgoRavrPxwj2SPUjOs/QRAgQ8cO7D8uO8Q/bGnrP1vs9lllpuw/+igjLgCN7D/NH9PaNLbqPyI17WKaaes/u9Bcp5GW6z8uAmN9A5PsPy0nofSFEOw/0xIro5FP7D8g0m9fB07sPwK5xJEHouw/FqQZi6Yz7D/ABG7dzVPsP17x1CMNbuw/roGtEiyO6z8NcEG2LF/sP+rnTUUqDOw/7KAS1zEu7D9l/WZiupDrP/zDlh5Ndes/Qj9Tr1uE7D9QHauUnunrP5wWvOgryOw/5dU5BmQv7D849YHknUPsP+ilYmNeR+w/XK/pQUEp7D8ZH2Yv287rP02EDU+vlOs/8xsmGqTg7D9dUN8yp8vrP2+8OzJWG+w/t2PqruyC6z/utaD3xpDsP4CCixU1mOs/t+7mqQ457T9+ycaDLfbrP3UeFf93xOs/qyaIug9A6z9RTrSrkPLrPydQxCKGHew/43DmV3MA6z9CzZAqitfrP2ztfaoKDew/wFlKlpNQ7D8PgLirV5HrP/jEOlW+5+s/OzlDcceb6z/H9IQlHtDrPwa8zLBR1us/DhE3p5IB7D+fPZepSXDsP7cnSGx3j+s/wjV39L/c6z+vsUtUb43rPwwBwLFnz+s/rBqEud3L6z9PPGcLCC3rPwN3oE559Oo/93R1x2Kb6z+PcjCbAMPrP/FkNzP60es/nIcTmE7r6j+0keumlFfrP/tbAvBPqes/1jcwuVHk6z+UawpkdpbqP22Oc5twr+s/QN1AgXdy6j/H9e/6zNnrP3+l8+FZAuw/OpLLf0g/7D/3AN2XM9vrP6eRlsrbkeo/tmeWBKgp7D94R8Zq8//rP+s2qP3WTuw/LQd6qG3D6z+54Az+fjHsPzD186Yiles/O4veqYD76z8SoKaWrXXsP8uGNZVFYes/FviKbr2m7D/lJ9U+HQ/sP4NPc/Iik+w/NZcbDHVY6z+M8szLYXfrPz6uDRXjfOw/7MGk+PiE7D8Xg4dp39zsP+FdLuI7Mew/dvusMlNa7D+9jjhkA2nsPy4B+KdUCew/hzO/mgME7D/3kVuTbsvsP+ik942vPew/GxL3WPpQ6z+D9urjoe/sP7gE4J9Spew/nmD/dW5a7D8kXwmkxK7sPwDICRNGs+s/mdU73A6N7D+1T8djBirsP4HR5c3hWuw/EFt6NNUT7T8ZqmIq/YTsP3B4QURqWus/P3Jr0m2J6z+B0Hr4MtHrP+knnN1aJuw/eVkTC3xF7D+ox7YMOEvsP7uX++QoQOw/K4VALnHk7D8dWfllMEbsP/VKWYY4Vus/xcn9DkUB7D+byw2GOqzrP1jIXBlUG+w/cVrwoq+g6z9x5ldzgGDsPy/E6o8wDOw/CDpa1ZKO6z8HQNzVq8jqP87F3/YECew/Uz9vKlJh7D8CRpc3h2vrPyf3OxQFeuw/skrpmV5i7D/g2omSkMjrPx10CYfeYus/JGJKJNFL7D8fuTXptsTrPxTP2QJC6+o/vVKWIY517D9Ubw1sleDsPy/7dac7T+w/lIlbBTFQ7D8gQ8cOKnHsP4s1XOSerus/lzldFhMb7D/R6A5iZ4rrPz84nzpWKew/VwVqMXgY7D+jkjoBTQTsP531Kcdkcew/JlMFo5K67D+6vDlcqz3sP6SNI9bi0+w/a5kMx/MZ7D8HB3sTQ3LrP69Cyk+qfes/Sn1Z2qm56z/ZXaCkwILrP8KmzqPi/+o/X2Is0y+R7D/ScqCH2jbrP2iwqfOoeOs/Nlg4SfNH7D/siEM2kC7sP+dvQiECjuw/zzEge7376z+mCkYldYLsP2CwG7Ytyus/+yMMA5bc6j/tKw/SU2TrPwd5PZgUn+w/iXssfeiC6z+YGMv0S8TrP82xvKsesOs/fLq6Y7FN7D8xYMlVLP7rPw0bZf1m4us/cY3PZP+87D8SpFLsaBzsP8dI9gg1Q+w/RYMUPIVc7D/VlGQdjq7rPyfZ6nJKwOs/pnwIqkYv7D9mMEYkCq3rP1u21hcJbes/zcr2IW857D+4rpgR3h7sP27cYn5u6Os/qrab4Jsm7D+mft5UpELsP1Q7w9SWOuw/RE30+Sij7D+PcjCbAMPrP2fUfJV87Ow/eF+VC5X/6z+R8/4/ThjsP+uLhLacS+w/Q1VMpZ9w7D+fjscMVMbrP0s/4ezWsus/aYtrfCZ76z/aci7FVWXsP87GSsyzkuw/ZK4Mqg1O7D8yWkdVE8TrPxKkUuxonOs/bD1DOGbZ6z/qJFtdTonrP8QGCydpfuw/aDwRxHm46z/X+Ez2z1PsP4rnbAGh9es/bk4lA0CV7D+4dTdPdUjrP19/Ep87Qew/ZY9QM6QK7D9fX+tSI/TrP7kcr0D0pOw/9BlQb0ZN7D8rvqHw2brrPw7Xag97oeo/JO6x9KEL7D9Q/1nz46/rP2bdPxaiQ+s/ZLFNKhpr7D8VAOMZNHTsP+Blho2y/us/cGByo8ja6z8EG9e/6zPsP5Oq7Sb4puw/28TJ/Q5F6z/j/46oUN3rP2EZG7rZn+s/wR9+/ntw7D9yb37DRIPrP0dy+Q/pN+w/BcB4Bg396z+46GSp9X7sPxE10eejDOw/1/fhICHK6j+Y+Q5+4oDrP14QkZp2ses/1ejVAKWh6z+UFFgAUwbsP+4IpwUv+us/2su209YI7T/2RNeFH5zsP0il2NE41Os/hGHAkqvY6z9k5ZfBGJHsP+za3m5Jjus/gCvZsRGI7D/BNuLJbmbrP9ehmpKsw+s/QrPr3orE6z+C5nPudj3rP0QWaeId4Ow/7UeKyLAK7D+Rm+EGfP7rP7Kd76fGy+s/ueNNfotO6z/KxK2CGOjsP89J7xtf++s/2zLgLCXL6z9HAg02dR7sP6aAtP8B1us/8GskCcIV7D+z6nO1FfvsP8amlUIgF+w/y59vC5Zq7D9cyY6NQLzrP6M/NPPkmuw/EY/Ey9O57D9Tzhd7Lz7sP/2gLlIoi+w/nS0gtB4+7D8TSfQyiuXrP556pMFtbew/cLVOXI5X7D/GpwAYzyDsP95YUBiUaew/VHB4QUTq7D8b8s8M4gPtP+HOhZFe1Ow/KAr0iTxJ7D/kMQOV8W/rP+7qVWR0wOs/8BmJ0Ag27D/7O9ujN1zsP5wZ/Wg45es/iQtAo3Tp7D8L68a7I2PrP28qUmFsIes/SkG3lzRG7D9BKsWOxqHqP5koQup29uo/hBH7BFAM7D+OWItPAbDsPz56w33k1us/oiQk0jZ+7D97ZkmAmtrqP5GadjHNdOw/aAOwARFi7D9MpZ9wdmvrP5VliGNdXOs/YYvdPqvM6z9yM9yAzw/sP0G7Q4oBkuw/FHtoHyt46z+yKy0j9R7rP4iE7/0N2us/iq2gaYmV7D8oRpbMsTzsP4l8l1KXjOs/9bwbCwoD7D8Wak3zjlPrP2JodXKG4us/LINqgxPR6z/WG7XC9L3rP61tisdFNew/YwlrY+wE6z8DJnDrbp7qP2SUZ14OO+w/2V92Tx6W7D8tWoC21azsP9yeILHdPew/f0sA/ilV6z/BUl3Ay4zrP6RTVz7L8+s/CHdn7baL6z+7trdbkoPsP4+LahFRzOs/p5TXSuiu6z9bmIV2TrPrP/YksDkHz+s/l3X/WIiO6z/4UQ37PbHsP3XJOEayR+w/F4GxvoHJ6z+CH9Ww35PsPw5JLZRMzus/bCbfbHNj7D9tjnObcK/sP30geedQBuw/MbYQ5KAE7D+ze/KwUGvsP5gycEBLV+s/9S1zuiwm7D9cyCO4kTLrP3k7wmnBC+w/fh04Z0Rp7D+0q5Dyk2rrP4+rkV1pGes/hq+vdamR6z8/WMaGbnbrP2e3lslwvOw/JQfsavKU6z9NaJJYUm7sPzo7GRwlL+s/BMdl3NRA6z+wOQfPhCbsP3L+JhQiYOw/ZqAy/n1G7D8rTyDsFKvrP6pgVFInoOs/WMaGbvYH7D+yL9l4sMXsP4y9F1+0R+s/XCGsxhLW6j9avFgYIqfsP2WO5V31AOw/9wMeGED46z/XvoBeuHPrPwYrTrUW5uw/22ysxDyr6z90DTM0ngjsP/K0/MBVnus/Kh+CqtEr7D9Sms3jMBjsP+J0kq0uJ+w/wJfCg2bX7D/O/GoOEMzrP4mbU8kA0Os/lkOLbOd77D/IeJRKeELsP9czhGOWPew/8n1xqUrb7D+8d9SYEPPrP9qOqbuyi+s/JuMYyR4h7D//QSRDji3sP8E3TZ8d8Os/DAOWXMXi6z+oAYOkTyvsP8MrSZ7re+w/NPRPcLEi7D/IJ2TnbWzsP7L1DOGYZes/2XdF8L8V7D/3yOaqeY7rPyL8i6Axk+s/jUKSWb1D7D+L/zuiQvXrPx3J5T+k3+s/Foczv5qD7D/C3sSQnMzrP97H0RxZees/NScvMgG/6z9H5LuUumTsP3TPukbLAew/Xd+Hg4Qo7D/SqMDJNnDrP/Uu3o/bL+s/uynltRK67D8RUUzeALPrP18mipC6new/SG5Nui0R6z8kJT0MrU7sP+zdH+9Vq+s/Y2TJHMs76z/yfXGpSlvrPwqGcw0ztOs/7UYf8wEB7D/tn6cBgyTtP1d2weCaO+w/4QuTqYJR7D+nPpC8cyjsP6Ay/n3Ghew/88gfDDx37D/NVl7yP3nsP+rpI/CHn+w/Oq3boPZb7D/9h/Tb1wHsP0YkCi3rfuw/Ga95VWe16z9v8IXJVEHsPykGSDSBIuw/hbacS3FV6z/+mUF8YEfrP03zjlN0JOw/N1SM8zeh7D8v+Z/83bvsPxcQWg9fpus/qAAYz6Ah7D/VPbK5ah7sP1K5iVqa2+s/FEGchxMY7D/Ms5JWfEPsP0mil1Est+w/g8KgTKPJ6z9Q4978honsP4s1XOSeLuw/miLA6V087D+Crn0BvfDrPxN9PsqIC+w/gUBn0qZq6z9XXYdqSjLsP78MxohEoes/860P641a7D9ZwtoYO+HsP4tR19r71Ow/QfM5d7ve6z9fXoB9dOrrP8cTQZyHE+s//oAHBhA+7D+tvyUA/xTrP6mieJW1zew/w2aAC7Ll6z/uX1lpUorsP+yGbYsym+w/cVga+FGN6z+DiNS0i2nsP4fFqGvtfes/Zmt9kdAW7D9ig4WTNP/rP0gxQKIJlOs/k8SScvc57D8X78ftl8/rPz7qr1dY8Os/H/et1olL7D8KKxVUVH3sP4jWijbHues/sHJoke386z9krgyqDc7rP+GaO/pfrus/JuXuc3y07D/cDaK1os3rP9/i4T0HFuw/lPqytFNz7D8Xmus00tLrP8GRQINNnew/g+Dx7V0D7D9M/id/9w7sPzOMu0G0Vuw/p+uJrgu/6z9F9kGWBRPsPygNNQpJ5us/GTp2UInr6z9F8Sprm+LrPzLk2HqGcOw/U5J1OLpK6z+DbFm+LkPrP0qVKHtLOew/b4CZ7+An7D/uemmKAKfsP2/x8J4DS+w/c/IiE/Br6j9sskY9RKPsP/GeA8sRMuw/M2spIO3/6z9QNuUK7/LsPw0YJH1axew/EVSNXg1Q6z8iVKnZA63rP5OLMbCO4+s/98jmqnmO6z/9pNqn47HrP2recYqO5Os/ey3ovTGE7D98Yp0q3zPrPzoHz4QmCew/ZmoSvCEN7D/w/Q3aqw/tP47onnWNFuw/D/J6MCk+7D8HYAMixJXsPxtivOZVnew/kkCDTZ3H7D9KKH0h5LzrP62FWWjntOs/qyUd5WA27D9XeQJhp1jsP5eMYyR7BOw/b6DAO/l06z8csoF0sWnsP3ehuU4jrew/ptJPOLs17D+MSBRa1n3sP3SWWYRiq+w/EvkupS6Z6z9fYizTLxHrPzemJyzxgOw/TfT5KCOu6z88LxUb8zrsP0wceSCySOs/nDBhNCtb7D/wTj49tuXsPx9nmrD95Os/QgjIl1BB7D+sPIGwUyzsP8xdS8gHvew/BRVVv9J56z+Y+Q5+4oDsP9MRwM3ixeo/gxd9BWnG7D+SzVXzHJHrP5Z7gVmhyOs/WVAYlGm07D+lFkomp/brP6ZkOQmlL+w/+n3/5sUJ7D8D7nn+tNHrP+1JYHMOHuw/YtaLoZzo6z9r8/+qI0frP5je/lw05Os/MIFbd/NU6z/ys5HrphTsP8hFtYgoJuw/huY6jbTU6z9VEtkHWZbrPzFBDd/COuw/DAVsByN27D/Twfo/h/nsP4HR5c3h2uw/+BdBYybR7D+DFDyFXKnrP4wv2uOF9Os/pABRMGOK7D9Qxvgwe9nrP3u8kA4P4es/kga3tYXn6z+858ByhIzsP9Of/UgRGew/FceBV8ud6z9lj1AzpIrsP1VntcAeE+w/5iK+E7Pe6j/ba0HvjSHsP1xUi4hi8us/9n04SIjy6z/j3vyGiQbsPzV8C+vGO+s/byu9Nhsr7T+zeLEwRM7sPw+dnndjQew/1Em2upwS7D9Xl1MCYpLsP41F09nJ4Os/FLLzNjY77D9zE7U0t0LsP36P+usVluw/tK1mnfF96z8o9PqT+NzrPxMLfEW3Xus/cJo+O+C66z+H+fIC7CPsP+Z0WUxsvus/FcWrrG2K7D8+WpwxzAnsP2u7Cb5peuw/YwtBDkqY6j8SbFz/rk/sPxNiLqna7us/0Xe3skTn6z9FEyhiEUPsP4nRcwtdies/D7VtGAXB6z+IoGr0aoDsP0rwhjQq8Os/ObUzTG0p7D9HkiBcAQXsP7Pr3orEhOs/9fbnoiHj6z8FU82spYDrPxWL3xRWqus/j95wH7k17D+Dv1/MlizsPxOe0OtP4us/U0Kwql5+6z90DMhe7/7qP6etEcE4OOw/PUfku5S66z8TK6ORz6vrP73kf/J37+s/XvdWJCYo7D+UpGsm32zrP2wm32xzY+w/D/EPW3q07D8sf74tWCrsP/p/1ZEjHe0/piptcY3P7D++9WG9UavrPxbfUPhsnes//tZOlITE7D9UAIxn0FDsP6SMuAA0Suw/TraBO1Cn6z+Lxtrf2Z7rP/ZE14UfnOs/ord4eM+B7D8pBkg0gaLrP8F0WrdBbew/FJSilXsB7D/QmbSpusfrP5oLXB5rRuw/dxVSflLt7D/8pxso8E7sP82RlV8G4+w/0H6kiAwr7D+mJyzxgLLrP+6Yuiu7YOw/9l0R/G8l7D+V88Xei6/rPyu9NhsrMew/CRueXinL7D/vVpboLLPsP4CaWrbWl+w/PNujN9xH7D85l+Kqsm/sP6Ilj6flB+s/3nGKjuTy6z/ylNV0PdHrPx1xyAbSxes/QWZn0TsV7D/3qwDfbd7rPxdJu9HHfOw/x9l0BHCz6z866ui4GtnrP/JbdLLUeuw/Spuqe2Rz7D89gEV+/RDrP+QPBp57D+w/dqVlpN5T7D8Y7fFCOrzsPxoxs89jFOw/fnGpSlvc6z9blNkgkwzsPxhEpKZdTOs/tk3xuKgW7D9auoJtxJPrP42z6Qjg5us/hSf0+pN47D9F8Sprm+LrP9gsl43O+es/+ROVDWsq7D/xn26gwDvsPw9/Tdaoh+w/lEvjF15J7D/4qSo0EMvsP667eapDbuw/Rii2gqal6z8Kur2kMdrrP61LjdDPVOw/O1W+ZyRC7D8mi/uPTAfrP8dkcf+R6es/WmjnNAs06z8D0ZMyqSHsP36NJEG4Auw/MQkX8gju6z+o/kEkQ47sP8+8HHbfMes/IO7qVWT06z9gysABLV3sPwgfSrTkcew/yhe0kIBR7D+xh/axgl/sP9/+XDRkPOw/M8LbgxCQ6j83+wPltv3rP1yQLcvX5es/okEKnkKu7D/0M/W6ReDqPzpY/+cw3+s/dY9srppn7D/VWwNbJdjsP6qAe54/7es/d50N+WcG7D/61LFK6ZnrP0BqEyf3O+w/hH8RNGaS6z+loNtLGiPrPylbJO1GH+w/I72o3a8C7D/UEFX4MzzsP1R0JJf/kOs/JCu/DMaI7D+kUBa+vlbrPyjTaHIxBus/ilWDMLf76z9JSnoYWh3sP+i8xi5Rves/x9YzhGOW7D+BBTBl4ADsP3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approximation\n", "samples_vi = sm.variational(\n", " data=data, algorithm=\"fullrank\", output_samples=4000, seed=3251\n", ")\n", "\n", "# Convert to data frame\n", "df_vi = samples_vi.variational_sample\n", "df_vi.columns = samples_vi.column_names\n", "\n", "# Show corner plot\n", "bokeh.io.show(bebi103.viz.corner(df_vi[parameters], parameters=parameters))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This seems to have at least captured the covariance between $\\phi$ and $\\gamma$. Let's check the marginal distributions for each, again compared to MCMC." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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QJLLf0i/9UJASL99HTgHQ0B6Nqs+V6NCQKrx0k1iEENAV1uxv+wWQ0DarPpcbfVCQK7YX3ZP9kJAmEwVjErqQkDgnBGlveFCQLpJDAIr90JAWMoyxLH+QkAPnDOitBdDQCxlGeJY70JAxEKtad4pQ0CHp1fKMsxCQJ/Nqs/VBkNAHhZqTfNGQ0Cb5h2n6CBDQNCzWfW5IkNAf2q8dJPgQkBNhA1PrxRDQG1Wfa622kJAnDOitDfoQkAQ6bevA+dCQB+F61G4FkNA3+ALk6naQkDf4AuTqdpCQFtCPujZPENABFYOLbIFQ0DcaABvgexCQDBMpgpGpUJA4zYawFvoQkCcM6K0N+hCQNJvXwfOAUNAPL1SliH2QkCX/5B++wJDQPXb14FzFkNAm+Ydp+j4QkBAE2HD0wtDQOwvuycP+0JAEFg5tMjGQkBnRGlv8PVCQJMYBFYOTUNAio7k8h/SQkAijnVxG1VDQE3zjlN0pEJAhetRuB7VQkCKjuTyH/pCQNnO91PjDUNArthfdk/eQkDf4AuTqQpDQEoMAiuH/kJAO3DOiNLuQkCxv+yePMRCQEGC4seY60JAY+5aQj7wQkCmm8QgsDJDQHgLJCh+3EJAKA8LtabpQkDwp8ZLN6FCQAisHFpkS0NAMEymCkZdQ0B1kxgEVk5DQEOtad5x+kJAIEHxY8zVQkBjf9k9eQhDQLWmeccpAkNAbqMBvAUqQ0BGlPYGX9hCQBgmUwWj8kJAf9k9eVj4QkCgGi/dJNZCQDXvOEVH6kJA3SQGgZXLQkBR2ht8YepCQGgibHh67UJA3+ALk6kqQ0AQ6bevAw9DQGiR7Xw/7UJATYQNT68cQ0Bhw9MrZQlDQBKlvcEX9kJAV+wvuyfvQkBqTfOOU+RCQLpJDAIr90JACKwcWmQDQ0DgLZCg+OFCQJ88LNSaJkNAvJaQD3oOQ0A51sVtNNhCQKAaL90kDkNAOdbFbTT4QkDZX3ZPHv5CQLaEfNCz4UJAcM6I0t4QQ0AnoImw4QFDQKyt2F92v0JAexSuR+HiQkAOT6+UZdhCQIQNT6+UzUJADwu1pnkPQ0B6xyk6kgtDQPwYc9cSGkNAkst/SL/tQkD129eBc+5CQMBbIEHx80JAfh04Z0RZQ0CNl24SgyBDQBe30QDeEkNATmIQWDk0Q0CeXinLEPdCQLUV+8vuIUNAXCBB8WPcQkAkl/+QfktDQJhuEoPAQkNAbxKDwMoBQ0Coxks3iQFDQAAAAAAAQENA+MJkqmBUQ0CmCkYldapCQMX+snvyCENA63O1FfsrQ0A0gLdAggpDQMgHPZtVl0JA+Q/pt6/zQkAYJlMFo7pCQM3MzMzM3EJAfoy5awn5QkDswDkjSgNDQL4wmSoYNUNAvjCZKhg1Q0BmZmZmZs5CQIenV8oyFENAPSzUmuYdQ0BEaW/whclCQAtGJXUCukJA7Z48LNS6QkCV1AloIhRDQEGC4seY60JAlrIMcawLQ0A3iUFg5RBDQLx0kxgEHkNAV+wvuydPQ0C6SQwCK/9CQEHxY8xd80JAFK5H4XrcQkBfB84ZUSpDQEATYcPTM0NAy6FFtvNdQ0BqTfOOU8xCQEhQ/Bhzx0JAgnNGlPb2QkCQMXctIddCQOLplbIM4UJAQfFjzF3zQkBkO99PjfdCQHZxGw3gvUJAvjCZKhgFQ0CPwvUoXL9CQCuHFtnO90JA+aBns+oTQ0AvbqMBvPVCQEGC4seY00JAdEaU9gbnQkCiRbbz/dxCQF1txf6y80JA+1xtxf7aQkCHFtnO98tCQFyPwvUoHENAE2HD0yvVQkClTkATYdtCQF3+Q/rty0JACyQofozJQkBLWYY41h1DQAu1pnnHKUNAcT0K16MYQ0BwzojS3gBDQCv2l92T30JAGeJYF7fZQkDF/rJ78jBDQFjKMsSxDkNA0ZFc/kPaQkCfPCzUmhZDQM/3U+OlE0NAO3DOiNL2QkCmm8QgsKpCQPOOU3Qk10JAjZduEoMwQ0CIY13cRvtCQOY/pN++9kJAEHo2qz7vQkDy0k1iEPBCQI9TdCSXF0NAxf6ye/LwQkAqqRPQRAhDQF8HzhlRAkNA0ETY8PQqQ0CLbOf7qSlDQHxhMlUwCkNAUiegibABQ0CutmJ/2eVCQF8HzhlR2kJAgSbChqffQkAB3gIJit9CQIXrUbge3UJATRWMSurkQkB/arx0k9hCQCKOdXEbFUNA48eYu5bYQkBmiGNd3O5CQGaIY13c7kJAzhlR2hv0QkDMf0i/ffVCQGPuWkI+6EJACYofY+7qQkBApN++DgxDQMIXJlMFA0NA0ZFc/kP6QkAXSFD8GLtCQGaIY13cvkJATDeJQWD1QkCrPldbsbdCQCS5/If000JA8x/Sb1+/QkCC4seYu6ZCQPaX3ZOHrUJAZRniWBe3QkDEQq1p3tlCQLMMcayL60JAXrpJDAIDQ0Dr4jYawDNDQBB6Nqs+90JAaLPqc7X9QkDZzvdT481CQMpUwaikFkNApHA9CtcTQ0BiodY079BCQOoENBE29EJA5fIf0m+/QkDsL7snDxNDQFJJnYAmQkNA+Q/pt6/zQkCGWtO84wRDQB04Z0RpB0NAb4EExY8BQ0BSJ6CJsNlCQJeQD3o240JAxEKtad4ZQ0BbQj7o2RxDQDJVMCqpC0NAak3zjlP0QkDuWkI+6OlCQLx0kxgE/kJAJQaBlUPzQkD4wmSqYPxCQIPAyqFFFkNA6+I2GsDjQkBqvHSTGKRCQERpb/CFCUNA6pWyDHHUQkCqglFJnSBDQFmGONbFtUJA/Knx0k3aQkD5MeauJUxDQOviNhrAO0NApU5AE2HjQkBDHOviNrpCQGIQWDm0WENATfOOU3TUQkBd/kP67cNCQPaX3ZOHzUJA2T15WKj9QkBvEoPAytlCQAfOGVHaw0JAFD/G3LXUQkBWn6ut2D9DQIY41sVt/EJAVFInoIkYQ0DsL7snDytDQHqlLEMcO0NAtFn1udrKQkAVHcnlP+xCQO5aQj7omUJA/mX35GHhQkAdOGdEae9CQFvTvOMUHUNAUrgehesJQ0A8vVKWIQZDQJCg+DHmJkNABaOSOgH1QkAH8BZIUPxCQAfwFkhQ/EJAhJ7Nqs/lQkAzxLEubvNCQLUV+8vuEUNALGUZ4lgPQ0AdWmQ73wdDQCEf9GxWJUNAfdCzWfUpQ0BSuB6F6+lCQB6n6Egu90JANqs+V1sxQ0ASpb3BFyZDQJYhjnVx20JA5fIf0m+/QkBDrWnecQJDQB4Wak3zhkJAAJF++zpQQ0D3deCcEUVDQNnO91PjDUNA/7J78rD4QkASg8DKoc1CQDsBTYQN30JADXGsi9sQQ0B0RpT2BgdDQFHaG3xhukJA+MJkqmDMQkD6fmq8dLNCQLpJDAIr/0JALv8h/fbtQkDysFBrmg9DQDlFR3L5B0NAY3/ZPXkIQ0Cb5h2n6PhCQCo6kst/KENASS7/If1OQ0B56SYxCDRDQIxK6gQ0QUNAowG8BRJEQ0D7y+7JwzJDQL4wmSoYzUJAYcPTK2X5QkD5MeauJfxCQNzXgXNGBENAiUFg5dAiQ0BXW7G/7AZDQNZW7C+7B0NANqs+V1v5QkCZKhiV1AlDQDeJQWDl0EJAQfFjzF0TQ0B2cRsN4B1DQFioNc073kJA1zTvOEUPQ0BhMlUwKvlCQLx0kxgEzkJAWKg1zTvuQkAK16NwPdJCQG40gLdA4kJAl5APejbrQkBfKcsQx9JCQEATYcPTM0NAvw6cM6IkQ0D2l92ThzVDQA3gLZCgSENAoWez6nMtQ0A5tMh2vg9DQLWmeccpEkNAGsBbIEH5QkD1SlmGOPZCQLTIdr6f6kJAS1mGONb9QkAPC7WmeWdDQDY8vVKWWUNAdEaU9gY3Q0BI4XoUrldDQESLbOf7UUNA1QloImxIQ0BeukkMAkNDQB1aZDvf/0JAUkmdgCbSQkDNO07RkcxCQMnlP6Tf/kJAIR/0bFatQkAT8kHPZiVDQOzAOSNKK0NAdZMYBFbOQkA2PL1SluFCQNc07zhFt0JAJ8KGp1fKQkC8lpAPetZCQAN4CyQo1kJAOPjCZKroQkA9CtejcOVCQBniWBe3EUNAexSuR+H6QkCNl24SgyBDQPRsVn2uHkNA/Yf029chQ0CX/5B++wJDQFXBqKROAENAQxzr4ja6QkAzxLEubttCQCDSb18HNkNA4lgXt9HQQkC4rwPnjNBCQIMvTKYK7kJAyAc9m1XPQkBRa5p3nAJDQG/whclU8UJAukkMAiv3QkBJnYAmwgZDQLU3+MJk+kJAVHQkl//IQkDNO07RkdxCQD0s1JrmFUNAxyk6ksvfQkD1udqK/S1DQE7RkVz+I0NAS8gHPZtFQ0DG3LWEfMhCQG3n+6nxGkNA001iEFgZQ0BJLv8h/U5DQJ7vp8ZLR0NAYcPTK2XZQkDf4AuTqUJDQN/gC5OpQkNA9bnaiv3dQkDRItv5fvpCQOlILv8hPUNA2qz6XG3tQkDVCWgibPBCQB1aZDvfN0NABcWPMXfVQkCASL99HfBCQPaX3ZOH5UJAGy/dJAbhQkCDUUmdgN5CQOAtkKD4CUNA+u3rwDnjQkBbQj7o2RxDQApoImx40kJASOF6FK7PQkDc14FzRhRDQGlv8IXJTENAnKIjufxXQ0AZc9cS8hFDQOELk6mCCUNAEhQ/xtwFQ0CcoiO5/C9DQAHeAgmKB0NA2c73U+PdQkDQ1VbsLyNDQH0/NV66sUJAZvfkYaE2Q0CwA+eMKFVDQHe+nxovPUNAvVKWIY5FQ0B0tRX7yxZDQFJJnYAmAkNAd76fGi+9QkCPwvUoXEdDQB6n6EguP0NA4QuTqYJZQ0DHuriNBuhCQMnlP6TfBkNAeAskKH4sQ0ClLEMc6xpDQCqpE9BE8EJAqRPQRNjgQkDgLZCg+PlCQPW52or9vUJA0LNZ9bnaQkDx9EpZhjBDQLN78rBQI0NA/7J78rDgQkCOdXEbDfhCQFMFo5I64UJAuycPC7UWQ0BkzF1LyP9CQIC3QILi90JAB/AWSFDsQkDY8PRKWSZDQAKaCBueFkNAqRPQRNgAQ0BApN++DgRDQCegibDh+UJAdnEbDeBNQ0Db+X5qvOxCQPFjzF1L4EJA8IXJVMEQQ0DGbTSAtwBDQKabxCCwAkNAMlUwKqnbQkCM22gAbyFDQFafq63Y30JAwhcmUwXbQkDImLuWkOdCQF1txf6y20JA3gIJih/TQkBuowG8BfpCQD7o2az65EJAVFInoIn4QkDlYaHWNA9DQOlILv8h9UJAHThnRGlXQ0A1XrpJDMpCQDxO0ZFcRkNANe84RUc6Q0BmZmZmZv5CQD7o2az6DENAsi5uowH8QkCKsOHplVpDQBKDwMqhZUNAGCZTBaNyQ0BvEoPAytlCQDlFR3L5J0NAiGNd3EYTQ0C1FfvL7iFDQEcDeAskCENA5q4l5IMOQ0CEDU+vlO1CQD2bVZ+rBUNASgwCK4f2QkA2zTtO0QFDQKHWNO84FUNA/7J78rAAQ0Dc14FzRuxCQMrDQq1p9kJA8rBQa5r/QkB6Nqs+V1NDQJYhjnVx+0JA7MA5I0rjQkCcxCCwcuhCQBTQRNjw1EJAwcqhRbbzQkDyQc9m1bdCQIqO5PIfqkJA9GxWfa6uQkABTYQNT6dCQCJseHqlzEJAguLHmLtOQ0B+jLlrCelCQAaBlUOLPENAwoanV8oiQ0DG3LWEfEBDQMuhRbbz1UJA4lgXt9FAQ0B6xyk6kjtDQFyPwvUozEJAio7k8h/iQkDOiNLe4OtCQJayDHGsy0JA/fZ14JwZQ0AHX5hMFQRDQPcGX5hMDUNAR3L5D+nvQkDIBz2bVfdCQBpR2ht8CUNAM8SxLm7LQkBX7C+7J29CQLwFEhQ/dkJAqRPQRNiIQkAp7Q2+MIFDQCJseHqlvEJAx0s3iUHgQkBDHOviNspCQEHxY8xd+0JA4umVsgzZQkDf4AuTqfJCQGkAb4EE9UJAaQBvgQQVQ0BSuB6F6/lCQFK4HoXr+UJAHhZqTfP2QkCZu5aQD+JCQF+YTBWM0kJAdk8eFmrVQkC2hHzQsylDQKhXyjLE2UJAvsEXJlPtQkDBOSNKextDQMnlP6Tf/kJAoWez6nPNQkAPC7Wmed9CQGkAb4EE5UJAjLlrCfngQkBQjZduEutCQJkqGJXUSUNAC0YldQICQ0DM7snDQjVDQFtCPujZ1EJAZapgVFLfQkCSy39Iv7VCQGaIY13c/kJAhxbZzverQkD/If32ddBCQPfkYaHW7EJA30+Nl27yQkDl0CLb+c5CQPOOU3Qkp0JAImx4eqXEQkAdOGdEae9CQHsUrkfhwkJA9+RhodYsQ0Abnl4pywBDQISezarP1UJAEqW9wRcWQ0ApXI/C9ThDQAkbnl4pI0NAdQKaCBsmQ0C+nxov3QRDQOkmMQisPENAUI2XbhIrQ0Av3SQGgR1DQGRd3EYDGENAlrIMcazzQkAcfGEyVfBCQBx8YTJV8EJA/mX35GHhQkCPU3Qklz9DQE+vlGWIQ0NAsi5uowGcQ0A1XrpJDIJDQLmNBvAWGENAKcsQx7ogQ0CVZYhjXfRCQLFQa5p3zEJABcWPMXfVQkDFjzF3LclCQGx4eqUs80JALGUZ4lg/Q0DAWyBB8VtDQP8h/fZ1uEJAZmZmZma+QkBmZmZmZp5CQELPZtXnwkJA63O1FfvDQkAwuycPC+VCQB6n6Egu/0JA1CtlGeLoQkARNjy9UuZCQO7rwDkjAkNAcayL22iwQkB1ApoIGwZDQDvfT42XFkNAmpmZmZkxQ0DKw0KtaS5DQH4dOGdEGUNAn82qz9W+QkB0tRX7y85CQGFUUiegwUJAZ9Xnaiv2QkBEaW/whTFDQHgLJCh+9EJAeAskKH70QkA4+MJkqgBDQKTfvg6c80JA30+Nl276QkALRiV1AgJDQOQUHcnlB0NAImx4eqVEQ0CR7Xw/NcZCQLAD54woxUJAoWez6nO9QkC5/If029dCQPT91HjpDkNAEOm3rwMfQ0C6awn5oDdDQNDVVuwvM0NApHA9CtfjQkD0bFZ9rsZCQNDVVuwv40JA8fRKWYbwQkA9m1Wfq+1CQHsUrkfhCkNAhXzQs1kVQ0DQ1VbsLxNDQFYOLbKdN0NAdy0hH/TMQkDPZtXnattCQILix5i7xkJAfdCzWfVRQ0DNzMzMzARDQM3MzMzMBENALUMc6+LmQkD6fmq8dEtDQPjCZKpgFENAbVZ9rrYiQ0BKDAIrh+5CQOCcEaW9KUNACYofY+4KQ0CU9gZfmLxCQFR0JJf/CENAm+Ydp+hgQ0CqglFJnShDQIv9Zffk8UJAnDOitDfYQkBWn6ut2NdCQCS5/If000JA4zYawFtgQ0DMf0i/fS1DQOXQItv5JkNAn6ut2F82Q0Aofoy5awFDQKabxCCw6kJAcF8Hzhn5QkDUK2UZ4hBDQAfwFkhQ/EJAP1dbsb88Q0DOqs/VVuRCQC9uowG8/UJAa5p3nKJTQ0C4rwPnjEhDQJhuEoPAMkNAmnecoiPZQkA2qz5XW9FCQOAtkKD4EUNABOeMKO3tQkDqlbIMceRCQLbz/dR4AUNANIC3QIIiQ0DpJjEIrPxCQF5LyAc9I0NALpCg+DE+Q0BCz2bV5wpDQBNhw9Mr9UJAUPwYc9fqQkCvJeSDnt1CQKwcWmQ710JA2ht8YTL9QkDdtYR80OtCQCuHFtnOL0NAmG4Sg8DCQkBq3nGKjvxCQF3cRgN480JAYTJVMCoBQ0CsrdhfdkdDQGiR7Xw/JUNAWYY41sU1Q0Csi9toAE9DQET67evAMUNAw2SqYFR6QkCn6Egu//FCQNnO91Pj1UJA2ht8YTLFQkAmUwWjkupCQBlz1xLyAUNAHcnlP6THQkC7Jw8Ltf5CQDLmriXk80JAKH6MuWvhQkCFfNCzWeVCQKhXyjLE4UJAKcsQx7r4QkCtad5xivZCQP7UeOkmAUNAeVioNc1DQ0CJQWDl0CpDQDlFR3L5N0NATRWMSuo0Q0Au/yH99k1DQDSAt0CC4kJA8fRKWYYAQ0D/snvysPBCQN21hHzQ+0JABTQRNjwVQ0ATYcPTKxVDQKkT0ETYGENASgwCK4f+QkA0gLdAggJDQNiBc0aUxkJAvsEXJlO9QkCWIY51ccNCQBKDwMqh1UJALpCg+DHGQkBB8WPMXftCQM/3U+OlA0NAfGEyVTAaQ0A7AU2EDVdDQDm0yHa+F0NAp+hILv8RQ0BYyjLEsV5DQCGwcmiRJUNAexSuR+HqQkAnoImw4fFCQA8LtaZ550JAWKg1zTv2QkCY3ZOHhepCQMuhRbbzxUJANs07TtFJQ0BvgQTFj9FCQEaU9gZfyEJAAU2EDU/PQkAnMQisHOpCQMGopE5A20JAdCSX/5DOQkDZX3ZPHqZCQLPqc7UV+0JAJ8KGp1eyQkAbnl4py+hCQHlYqDXN60JAnl4pyxDvQkBGJXUCmvBCQEi/fR04F0NA7Z48LNT6QkBt5/up8epCQBQ/xty19EJA0LNZ9bkyQ0CppE5AE4lDQLsnDwu1fkNAMnctIR/0QkCTqYJRSeVCQJkqGJXUMUNAnKIjufwfQ0DZzvdT4wVDQLUV+8vu8UJAGQRWDi3aQkB2Tx4Was1CQGdEaW/wBUNAqFfKMsT5QkCF61G4HsVCQMUgsHJoCUNAyeU/pN/WQkDMXUvIB71CQBZqTfOOu0JAvsEXJlPlQkBHcvkP6b9CQOCcEaW9SUNAGeJYF7chQ0BhMlUwKuFCQMGopE5AK0NAeqUsQxwDQ0CSy39Iv9VCQELPZtXn8kJA1JrmHafgQkArGJXUCQhDQJf/kH77CkNA8IXJVMEQQ0DIBz2bVR9DQCZTBaOSQkNAtoR80LMBQ0CoV8oyxCFDQEaU9gZfOENA9dvXgXPuQkC5jQbwFrhCQFjKMsSxtkJAKVyPwvUQQ0BCYOXQIhtDQEjhehSu30JAU5YhjnXpQkB24JwRpTVDQHzysFBrCkNAG55eKcs4Q0BGJXUCmjBDQDQRNjy9KkNAliGOdXETQ0CU9gZfmJRCQOzAOSNKw0JAeAskKH6sQkCZKhiV1PlCQMZtNIC3sEJAV1uxv+zeQkCQoPgx5g5DQNO84xQdEUNAbef7qfH6QkC+wRcmU+VCQME5I0p7I0NAp+hILv/RQkAZBFYOLdJCQIBIv30d2EJA3GgAb4HcQkCZKhiV1BFDQLAD54woxUJAPSzUmublQkDc14FzRtRCQKHWNO849UJAIEHxY8wlQ0Bd/kP67RNDQILix5i7FkNAH/RsVn0eQ0BLyAc9mx1DQG6jAbwFikJAuB6F61GIQkCvlGWIY3VDQGIQWDm0IENArkfhehROQ0CcxCCwcgBDQMiYu5aQT0NAyJi7lpBPQ0CZKhiV1ElDQHKKjuTyX0NAI9v5fmokQ0BqTfOOUzxDQKK0N/jCXENAGeJYF7fRQkBy+Q/pt99CQP32deCcEUNAzhlR2hu8QkDF/rJ78tBCQJEPejarFkNAufyH9NvvQkBX7C+7J6dCQA+cM6K090JA4L4OnDPyQkDOGVHaG9RCQCh+jLlr4UJAwTkjSnvjQkAHX5hMFexCQF1txf6yI0NARpT2Bl9AQ0Byio7k8jdDQJ+rrdhfRkNACD2bVZ9LQ0Am5IOezUJDQHh6pSxD/EJASFD8GHPvQkD/snvysMBCQEYldQKaAENAyeU/pN9GQ0D35GGh1gRDQBHHuriN/kJA6pWyDHGsQkAi/fZ14BxDQNQrZRni0EJAmG4Sg8AiQ0CYbhKDwCJDQGKh1jTvCENAveMUHcktQ0BR2ht8YZJCQLprCfmgn0JAfT81XrqpQkARNjy9UgZDQCuHFtnON0NAVg4tsp0fQ0BpAG+BBMVCQDqSy39In0JArfpcbcX+QkATYcPTKx1DQOm3rwPn5EJA4XoUrkf5QkCpE9BE2BBDQCQofoy5E0NAn82qz9UmQ0DP91PjpTNDQNxGA3gL9EJAM8SxLm7zQkA+eVioNcVCQI9TdCSX70JAL90kBoG1QkBUUiegidBCQIQNT6+U/UJAPQrXo3DtQkDNzMzMzPRCQAg9m1Wf+0JA3pOHhVr7QkBcIEHxY6xCQN21hHzQo0JATDeJQWDlQkBIv30dOOdCQLTIdr6f0kJA8tJNYhAQQ0AmUwWjkhpDQCQofoy5y0JAVcGopE6wQkBHcvkP6ddCQIY41sVtFENA0NVW7C8zQ0A2qz5XW/lCQB+F61G4BkNAzH9Iv30dQ0DCFyZTBSNDQG3n+6nxEkNAAJF++zrQQkDTvOMUHQlDQPrt68A560JA4JwRpb3xQkD7y+7Jw8JCQNGRXP5DEkNAXkvIBz2TQkAnoImw4dFCQAskKH6MMUNAJJf/kH4LQ0D5D+m3rwtDQLx0kxgELkNA3EYDeAsEQ0CTGARWDhVDQFr1udqK3UJA54wo7Q1GQ0DdJAaBlTNDQPs6cM6IKkNA+MJkqmCcQkDeAgmKH7tCQHWTGARWtkJAZF3cRgO4QkAEVg4tsrVCQBfZzvdTu0JAYTJVMCqhQkCC4seYu6ZCQC6QoPgxnkJAeVioNc0DQ0A51sVtNBhDQMSxLm6j+UJAzO7Jw0JNQ0CWQ4ts59tCQHS1FfvLrkJA0ETY8PS6QkC8dJMYBOZCQOwvuycP80JA4zYawFvYQkBX7C+7J8dCQAaBlUOLDENAT0ATYcMDQ0B2Tx4WahVDQAu1pnnHGUNAmpmZmZkJQ0BF2PD0ShlDQHDOiNLeKENAPSzUmuYNQ0CF61G4Hv1CQJzEILByCENA16NwPQpnQ0DarPpcbS1DQOC+DpwzIkNAEHo2qz4fQ0AZc9cS8slCQKfoSC7/wUJAGCZTBaPSQkBYqDXNO+ZCQMuhRbbzFUNAy6FFtvMVQ0BxrIvbaCBDQHxhMlUwGkNAUkmdgCYyQ0BdbcX+sgtDQPYoXI/CDUNA6SYxCKwMQ0ASFD/G3C1DQEvqBDQRFkNA9P3UeOnmQkATYcPTK71CQGUZ4lgXz0JAT6+UZYjzQkDHSzeJQRBDQHh6pSxD/EJAHHxhMlUIQ0CamZmZmfFCQKOSOgFNDENAtFn1udoqQ0CP5PIf0idDQOY/pN++FkNAqRPQRNgYQ0BSJ6CJsOFCQHKKjuTyv0JAbHh6pSwbQ0DSAN4CCfpCQDnWxW00+EJANqs+V1vJQkCb5h2n6NBCQHsUrkfh0kJA+u3rwDnTQkBeS8gHPbtCQJoIG55e6UJAImx4eqXcQkB/+zpwzrhCQKH4MeauvUJAJXUCmghDQ0B3vp8aL1VDQBDpt68DP0NAHHxhMlUAQ0BN845TdNxCQKFns+pzNUNAeAskKH5UQ0BVwaikTqhCQKpgVFInoEJAHHxhMlUIQ0DGbTSAtxBDQDVeukkM8kJAlIeFWtOcQkAPC7WmeddCQGx4eqUs00JAL26jAbyVQkAxCKwcWoxCQMgHPZtV30JA1CtlGeIAQ0C5jQbwFhhDQM/3U+Ol80JAmggbnl4hQ0BQ/Bhz1wJDQNPe4AuT4UJACRueXikzQ0A7cM6I0vZCQCcxCKwc+kJAuECC4sfQQkC+nxov3RRDQFXBqKRO0EJA/Knx0k0aQ0B9PzVeuglDQL99HThn9EJAZF3cRgMYQ0B24JwRpQVDQIofY+5aEkNAqoJRSZ34QkCqglFJnfhCQP2H9NvXEUNAr5RliGPNQkBkO99Pjd9CQA8LtaZ5z0JAE/JBz2a1QkCiRbbz/SxDQBQ/xty1zEJArthfdk8WQ0DMf0i/fQ1DQAMJih9jBkNADAIrhxYJQ0CGyVTBqMxCQB3J5T+kx0JAUI2XbhLbQkC1FfvL7ilDQBNhw9MrJUNAJQaBlUOrQkAofoy5ayFDQHRGlPYGL0NABaOSOgHlQkCze/KwUOtCQPjCZKpgHENA+n5qvHS7QkDlYaHWNL9CQIhjXdxGw0JA3NeBc0YEQ0DIBz2bVQdDQG+BBMWP8UJACmgibHiyQkBzaJHtfOdCQCL99nXg/EJA1XjpJjEoQ0AHzhlR2iNDQA+cM6K0H0NAb4EExY/xQkAwuycPCw1DQPLSTWIQsEJApHA9CtfzQkBrK/aX3bNCQNnO91PjrUJAj8L1KFwfQ0CWsgxxrPNCQDbNO07R2UJA8tJNYhAgQ0ACmggbni5DQK62Yn/Z9UJAqaROQBPRQkBlGeJYFx9DQJtVn6utIENAwFsgQfETQ0CC4seYux5DQEhQ/Bhz70JAxyk6ksv/QkCoNc07TkFDQECk374OJENAoBov3SQ+Q0ADCYofYyZDQAIrhxbZXkNAVn2utmKnQkDV52or9s9CQPW52or9pUJAXynLEMdqQ0DsUbgehVtDQMx/SL99zUJAmpmZmZn5QkBg5dAi28FCQJjdk4eFokJAxLEubqMRQ0ADCYofYyZDQO84RUdyOUNAAJF++zpAQ0CjkjoBTexCQC7/If32/UJAT6+UZYgLQ0DRItv5fupCQABvgQTFr0JA8BZIUPywQkAwKqkT0MxCQI/k8h/Sz0JAvw6cM6LcQkBos+pztb1CQBIUP8bcxUJAx0s3iUEwQ0BAE2HD0ytDQBpR2ht8OUNAfGEyVTDqQkCX/5B++8JCQIv9ZffksUJACD2bVZ+rQkCUh4Va0wRDQMNkqmBUIkNAhA1Pr5Q1Q0Atsp3vpx5DQIPAyqFFFkNAEhQ/xtwlQ0Bgdk8eFvJCQOxRuB6F80JAq8/VVuz3QkBpb/CFyfxCQB+F61G4nkJAuECC4seIQkBa9bnair1CQJM6AU2EJUNAC7WmecfRQkBWn6ut2BdDQC/dJAaB5UJARIts5/vJQkDCFyZTBdNCQDMzMzMz60JArrZif9kNQ0BPHhZqTQNDQOPHmLuWSENAJuSDns36QkAbDeAtkABDQF8pyxDH+kJA9P3UeOkeQ0AgY+5aQv5CQPs6cM6IIkNAG55eKcsIQ0CNKO0NvghDQHsUrkfhEkNAs3vysFDbQkCXkA96NtNCQO84RUdy0UJAlkOLbOfLQkCneccpOgJDQNuK/WX3DENAFmpN847zQkCWsgxxrBNDQJAxdy0h10JAV1uxv+zeQkCsi9toAL9CQMuhRbbzrUJA001iEFihQkAXSFD8GLtCQFFrmnec0kJAW0I+6Nm0QkDUK2UZ4tBCQE7RkVz+Q0NAMuauJeQbQ0C3Yn/ZPfFCQCxlGeJYF0NA2IFzRpTmQkBqvHSTGORCQJjdk4eF2kJAdLUV+8v+QkAIrBxaZPNCQInS3uALK0NARwN4CyQQQ0ACvAUSFA9DQI51cRsN2EJAEOm3rwO3QkBxrIvbaNBCQNlfdk8e/kJAN4lBYOXgQkDyQc9m1cdCQP7UeOkm2UJAP1dbsb8cQ0DVeOkmMTBDQGZmZmZmHkNAXI/C9SgMQ0AukKD4MQ5DQJp3nKIjEUNAYHZPHhb6QkCkcD0K1+NCQLN78rBQw0JAJ6CJsOHJQkBQjZduEsNCQMX+snvywEJAb4EExY8JQ0DMXUvIBy1DQAK8BRIUD0NA4L4OnDM6Q0AHzhlR2uNCQCDSb18HrkJAnu+nxkuvQkAbL90kBgFDQKYKRiV14kJASL99HTjXQkDr4jYawNNCQH9qvHSTMENAxm00gLdAQ0C6SQwCKzdDQIv9ZffkQUNABTQRNjxNQ0D4U+OlmzRDQDm0yHa+L0NA9bnaiv3lQkDl8h/Sb/9CQHsUrkfhGkNAL90kBoHNQkBmZmZmZgZDQBzr4jYaCENAayv2l927QkBJnYAmwvZCQIy5awn5IENAvw6cM6LsQkCcM6K0N+hCQGdEaW/wDUNAW9O84xQVQ0DRItv5fspCQLdif9k9AUNAysNCrWn+QkBKDAIrh+5CQFjKMsSxzkJAC7WmeccpQ0ACK4cW2c5CQPhT46WbXENA+u3rwDnTQkB4CyQofhxDQHZxGw3gHUNAQmDl0CLTQkDTTWIQWCFDQAdfmEwVLENAiPTb14EzQ0AQWDm0yBZDQINRSZ2AvkJAb4EExY+ZQkBvgQTFj5lCQGuad5yiy0JA1sVtNICfQkC8lpAPerZCQHZxGw3g7UJAFK5H4Xq0QkDqlbIMcdRCQNv5fmq8FENAduCcEaX1QkDysFBrmjdDQBQ/xty1vEJAWRe30QC+QkAHX5hMFQxDQJhuEoPAQkNAsVBrmneUQkB2Tx4WatVCQAfwFkhQJENATfOOU3QEQ0BPHhZqTQtDQG/whclUGUNA0LNZ9bmaQkAnMQisHAJDQECk374O/EJA+1xtxf4aQ0AOvjCZKkBDQCPb+X5qFENAwcqhRbb7QkD6fmq8dPtCQOhqK/aX9UJAmN2Th4WyQkAdyeU/pE9DQG8Sg8DK4UJARUdy+Q9hQ0C4rwPnjLBCQFtCPujZHENAeJyiI7m0QkAMk6mCUclCQDhnRGlv0EJA5fIf0m/3QkAxCKwcWhxDQPfkYaHW1EJAUiegibBBQ0AH8BZIUMRCQFUwKqkTwEJAmEwVjEriQkAwKqkT0ARDQMzuycNC/UJAnYAmwob/QkDEQq1p3ulCQJm7lpAP+kJA+aBns+rbQkD5oGez6ttCQDQRNjy9AkNApSxDHOvKQkBmiGNd3EZDQKTfvg6cI0NAodY07zg1Q0CIhVrTvKtCQM4ZUdoblEJAqMZLN4lhQ0ALtaZ5xwFDQGlv8IXJvEJAppvEILD6QkA4+MJkqvhCQM07TtGRJENAhJ7Nqs8tQ0B4eqUsQwRDQLU3+MJkOkNA9dvXgXO+QkCoNc07ThlDQACRfvs6IENA0SLb+X4aQ0DF/rJ78vhCQLMMcayLC0NAexSuR+HCQkBbQj7o2QRDQKhXyjLE4UJA7C+7Jw+jQkDBOSNKexNDQMX+snvyWENA1lbsL7sHQ0BCPujZrKJCQGb35GGhpkJAoWez6nPNQkANcayL28hCQBNhw9Mr/UJATKYKRiXlQkBkO99PjTdDQJAxdy0h90JAN4lBYOUAQ0DcRgN4CxRDQN21hHzQA0NAIEHxY8z9QkAhsHJokf1CQJJc/kP65UJA/Knx0k3yQkDKVMGopAZDQBkEVg4t6kJA1sVtNIDvQkBAE2HD0wNDQAAAAAAA+EJAQBNhw9PjQkDZzvdT4+1CQG8Sg8DKCUNAb4EExY8BQ0Dx9EpZhvBCQAn5oGez2kJA+MJkqmAUQ0CASL99HfhCQDQRNjy9CkNAqFfKMsT5QkBj7lpCPiBDQFr1udqKFUNAnKIjufwfQ0Csi9toAB9DQBzr4jYaCENAxEKtad7pQkDcaABvgQRDQKUsQxzrKkNAa5p3nKIbQ0Bt5/up8ZJCQFioNc075kJAObTIdr5PQ0BE+u3rwDFDQMx/SL99LUNAzH9Iv30tQ0CeXinLEEdDQJtVn6utAENAVTAqqRNAQ0A0gLdAghJDQO84RUdyGUNAl/+Qfvv6QkCwA+eMKL1CQO/Jw0Kt+UJAR3L5D+kHQ0CGONbFbfRCQIMvTKYK5kJAkDF3LSEXQ0DysFBrmi9DQN4CCYofG0NAKcsQx7oAQ0CwA+eMKPVCQKK0N/jC9EJA/Bhz1xISQ0DF/rJ78vBCQMKGp1fK8kJALSEf9GzmQkBTBaOSOuFCQFUwKqkT+EJAMEymCkYNQ0B1kxgEVvZCQEATYcPTW0NA8IXJVMH4QkC/DpwzovxCQPfkYaHW/EJA5IOezaoHQ0BJnYAmwjZDQMdLN4lBSENA/kP67euoQkBeS8gHPQtDQPmgZ7Pq80JAYOXQItupQkBSSZ2AJrpCQLWmeccpokJAvJaQD3q2QkBTliGOdUlDQAfOGVHaA0NAbVZ9rrYKQ0A730+NlwZDQDj4wmSq+EJA9pfdk4dNQ0D/If32deBCQPVKWYY4HkNACtejcD0aQ0ApXI/C9bBCQH9qvHSTyEJAAU2EDU/3QkD8qfHSTdpCQACRfvs60EJA8WPMXUvQQkDvOEVHcslCQKmkTkATAUNAnzws1Jr+QkC4QILix/hCQKOSOgFNBENAkDF3LSHHQkBkO99Pjc9CQGQ730+Nz0JABaOSOgG1QkBJLv8h/b5CQIMvTKYKxkJAEce6uI3OQkDtnjws1NpCQMIXJlMF60JAH/RsVn3mQkB6Nqs+V8NCQDLmriXku0JABFYOLbKdQkDl8h/Sb7dCQMiYu5aQ50JAB/AWSFDkQkBPQBNhw7tCQLraiv1lH0NAIo51cRtNQ0C2hHzQs9lCQI/C9Shc90JApHA9CtcbQ0B3vp8aLy1DQMUgsHJoGUNAuECC4segQkA17zhFR9JCQOqVsgxxpEJATYQNT6/EQkA6I0p7g7dCQBIUP8bcNUNAImx4eqUMQ0AibHh6pQxDQHBfB84ZEUNAvVKWIY7lQkBtVn2utgJDQBsv3SQGGUNA/tR46SbZQkAldQKaCPtCQJ2AJsKG10JARIts5/sZQ0ARNjy9UhZDQIxK6gQ0EUNAW9O84xQdQ0CjI7n8h/xCQH0/NV66+UJAxf6ye/IAQ0BTBaOSOglDQE9AE2HDG0NA93XgnBH9QkBmZmZmZtZCQNqs+lxtPUNAodY07zj1QkD35GGh1uRCQNzXgXNGJENAQ61p3nHiQkCoNc07TsFCQJSHhVrT7EJAVFInoInoQkBfB84ZUeJCQCegibDhwUJAhetRuB7dQkBjf9k9ecBCQKW9wRcm20JAUrgehevhQkAhsHJoke1CQGsr9pfdK0NABTQRNjwlQ0Doaiv2l6VCQHZxGw3g5UJAg1FJnYDWQkDSAN4CCeJCQF5LyAc9y0JArBxaZDvfQkD3Bl+YTA1DQGQ730+ND0NAtoR80LPxQkClTkATYcNCQBUdyeU/vEJANIC3QIIqQ0CpE9BE2KhCQJkqGJXUyUJACtejcD0CQ0BiodY07whDQJXUCWgi9EJAKjqSy38AQ0D2KFyPwsVCQISezarP9UJAVHQkl//oQkDA7J48LMxCQNEi2/l+ykJALUMc6+LOQkDYgXNGlM5CQEvqBDQRxkJAMzMzMzNTQ0AK16NwPTJDQECk374OxEJAg1FJnYAOQ0BdbcX+sgtDQIEExY8xD0NAbVZ9rrYSQ0CneccpOupCQEcDeAskEENA1JrmHafwQkD99nXgnAlDQIEmwoanB0NAkxgEVg4FQ0DHSzeJQTBDQB3J5T+kP0NAIEHxY8wlQ0BQjZduEkNDQFg5tMh2xkJA0ETY8PQiQ0Cz6nO1FeNCQBpR2ht8GUNAzO7Jw0ItQ0CMSuoENAlDQDm0yHa+70JAObTIdr7vQkAkl/+QfstCQDvfT42XVkNAzqrP1VZEQ0D1SlmGONZCQGPuWkI+4EJA5/up8dLtQkBoke18P91CQJZDi2znG0NAswxxrIsbQ0Byio7k8v9CQMsQx7q4JUNA6bevA+fMQkAgY+5aQo5CQLKd76fG00JAImx4eqWcQkCPwvUoXAdDQK1p3nGKzkJAZmZmZmbmQkAJih9j7gpDQJoIG55eCUNApU5AE2H7QkAdOGdEaQ9DQNqs+lxt9UJA1XjpJjHoQkDXNO84RRdDQE3zjlN0/EJA8fRKWYY4Q0Bv8IXJVElDQO58PzVe2kJAofgx5q41Q0CC4seYu/ZCQCSX/5B+y0JAW0I+6Nm0QkCad5yiIxlDQMBbIEHx+0JAETY8vVIOQ0DcRgN4CxRDQBKDwMqh7UJA1CtlGeL4QkDUK2UZ4uBCQDQRNjy94kJApN++DpxDQ0AQWDm0yMZCQE9AE2HDw0JAGlHaG3zJQkAdOGdEae9CQDvfT42X/kJAETY8vVLuQkBGJXUCmghDQO84RUdy4UJAgEi/fR0wQ0CmCkYldfJCQEaU9gZf4EJAuB6F61HgQkDpt68D59RCQHL5D+m3/0JAt2J/2T3ZQkCyLm6jAcxCQKd5xyk6CkNAvp8aL93sQkC6awn5oDdDQF5LyAc9G0NAdZMYBFYWQ0AbDeAtkEhDQKwcWmQ7P0NAEoPAyqEVQ0BkO99PjTdDQC0hH/RsHkNA5fIf0m8XQ0B/arx0k/hCQEw3iUFg1UJAKVyPwvUIQ0Cx4emVshRDQEOtad5x4kJAT0ATYcPbQkCI9NvXgQNDQIqO5PIfIkNAbVZ9rrYSQ0DhC5OpgulCQDJ3LSEfBENAJCh+jLkrQ0Bd3EYDePNCQJ88LNSa9kJAz/dT46UDQ0CdEaW9wUdDQI2XbhKDKENAw9MrZRkyQ0BNhA1Pr0xDQFvTvOMULUNACRueXikTQ0BkO99PjfdCQNBE2PD08kJACKwcWmT7QkDeAgmKH/NCQOcdp+hIRkNAdy0hH/Q8Q0CDwMqhRTZDQNPe4AuTUUNAcM6I0t5AQ0BiEFg5tCBDQAyTqYJROUNArthfdk82Q0BSJ6CJsBlDQDBMpgpGRUNAS+oENBEOQ0Bos+pztU1DQPjCZKpgDENAppvEILAqQ0DkFB3J5R9DQCJseHqlNENAp3nHKTpKQ0CX/5B++0JDQDarPldb4UJASOF6FK6/QkAkKH6MuTtDQCbkg57NMkNA8WPMXUvQQkBIUPwYc99CQDJ3LSEfDENApSxDHOsaQ0DFjzF3LdlCQJMYBFYOHUNAmpmZmZlJQ0BIv30dOHdDQC0hH/RsdkNAn6ut2F9eQ0CCc0aU9v5CQGdEaW/w9UJAxm00gLfoQkC0WfW52gpDQPKwUGuan0JAxf6ye/I4Q0BtVn2utgJDQGTMXUvIN0NAGCZTBaM6Q0AYJlMFozpDQOAtkKD4MUNASFD8GHPHQkAOLbKd7w9DQI9TdCSX50JAxty1hHwYQ0Byio7k8i9DQJ88LNSa5kJAGsBbIEHxQkBuNIC3QDpDQIC3QILi70JAP1dbsb/sQkAm5IOezapCQJqZmZmZ6UJAguLHmLveQkAf9GxWfQZDQJ88LNSa3kJANKK0N/jKQkAsZRniWN9CQDxO0ZFc5kJAcF8HzhmpQkAX2c73U+tCQFJJnYAmykJAm1Wfq63YQkAkl/+QftNCQJ7vp8ZLR0NA/fZ14JzBQkDZX3ZPHhZDQDm0yHa+D0NAE2HD0ystQ0A6kst/SL9CQBiV1AloGkNA63O1FftDQ0AzxLEubktDQEaU9gZf8EJAGsBbIEHhQkDJ5T+k3wZDQDXvOEVH+kJAZmZmZmYOQ0B5WKg1zftCQJZDi2zn60JADeAtkKCwQkBoImx4et1CQCDSb18H5kJAs+pztRULQ0BoImx4ev1CQF3+Q/rtC0NANqs+V1vZQkDBOSNKeytDQMpUwaikDkNA/tR46SbpQkCASL99HdhCQATnjCjtFUNAGCZTBaMKQ0BvgQTFj8FCQHbgnBGl1UJAgSbChqcHQ0C8lpAPeg5DQLwFEhQ/HkNAmEwVjEpaQ0APnDOitEdDQAN4CyQoRkNATKYKRiVNQ0DgLZCg+ElDQOwvuycPw0JA6pWyDHHEQkAibHh6pRRDQI/C9Shc30JA5IOezar/QkBE+u3rwAlDQEmdgCbCFkNAFNBE2PDsQkAv3SQGgdVCQGIQWDm0+EJALv8h/fYVQ0BwzojS3jBDQPJBz2bVH0NAT6+UZYj7QkCY3ZOHhQJDQIMvTKYKBkNAswxxrIuzQkB6xyk6ktNCQAu1pnnHGUNAEFg5tMgWQ0DF/rJ78ghDQEymCkYlBUNAnYAmwobfQkBIUPwYc+dCQLivA+eM4EJAcM6I0t4YQ0A4Z0Rpb8hCQG3F/rJ7QkNAsi5uowEcQ0ACK4cW2cZCQLKd76fG20JAutqK/WUHQ0DWVuwvu/dCQF8HzhlRKkNAodY07zglQ0ASg8DKoQ1DQI0o7Q2+CENA2PD0SlkmQ0AijnVxGx1DQJOpglFJDUNAgnNGlPbmQkDOiNLe4PtCQDAqqRPQFENA48eYu5bwQkAs1JrmHT9DQLPqc7UVi0JA78nDQq3ZQkBlGeJYF5dCQE2EDU+vtEJAtRX7y+7JQkBFR3L5D/lCQKs+V1ux70JA+zpwzohCQ0DyQc9m1UdDQFdbsb/sBkNAPZtVn6v9QkB6pSxDHPtCQIiFWtO880JATx4Wak27QkC8lpAPeq5CQLivA+eMuEJAK4cW2c7XQkB4eqUsQxRDQG1Wfa626kJAryXkg56dQkCzDHGsi8NCQGWqYFRS10JA9ihcj8LlQkAHX5hMFTxDQFvTvOMUpUJAYOXQItvJQkACmggbns5CQKabxCCw8kJA+8vuycPSQkDBqKROQOtCQOY/pN++9kJACKwcWmQjQ0AIrBxaZCNDQH2utmJ/0UJAJXUCmghLQ0CEns2qz71CQBDpt68D/0JAJQaBlUMLQ0AHzhlR2iNDQHh6pSxDLENAfPKwUGv6QkCFfNCzWRVDQAN4CyQo1kJAeHqlLEPkQkDl8h/Sb/dCQFg5tMh2/kJA4QuTqYIBQ0AHzhlR2iNDQCPb+X5qDENAT6+UZYjzQkBuowG8BdpCQPW52or9xUJAINJvXwfuQkAJ+aBnsxJDQGlv8IXJ/EJAaW/whcnMQkCmm8QgsKJCQIqw4emVgkJAnDOitDd4QkBPQBNhw5NCQAFNhA1P50JAcT0K16OoQkAPnDOitP9CQAU0ETY8FUNAtTf4wmQSQ0CjAbwFEvRCQHEbDeAtIENA6Gor9pcdQ0A9m1Wfq8VCQEoMAiuHzkJAObTIdr7nQkAX2c73U+tCQBzr4jYawEJALSEf9GzmQkBxrIvbaBhDQHo2qz5X+0JAJ6CJsOEpQ0BMpgpGJe1CQFRSJ6CJCENAsAPnjCj9QkDo2az6XKVCQE8eFmpN00JAeqUsQxzTQkAtIR/0bLZCQNIA3gIJ0kJA9dvXgXPWQkB2cRsN4A1DQIqO5PIfIkNASgwCK4fmQkDQ1VbsL9NCQJEPejar1kJAxLEubqPRQkDl0CLb+e5CQJM6AU2EnUJAj+TyH9LnQkBfB84ZUfJCQEMc6+I2IkNAe4MvTKbyQkBdbcX+shtDQIPAyqFF7kJAjgbwFkggQ0CASL99HShDQDj4wmSqKENA3EYDeAsMQ0DzH9JvXwdDQIC3QILiJ0NAkxgEVg4dQ0A7cM6I0qZCQG8Sg8DKyUJAGsBbIEEhQ0BYqDXNO+ZCQD/G3LWE1EJA845TdCTHQkDzjlN0JMdCQHRGlPYG90JAuECC4scAQ0By+Q/pt/9CQM9m1edqq0NA097gC5N5Q0DqBDQRNjxDQKOSOgFNhEJAeVioNc3DQkCMSuoENKFCQNlfdk8eFkNAkKD4MeYGQ0CKsOHplfpCQAyTqYJRGUNAeAskKH4MQ0D7XG3F/upCQDy9UpYh5kJAOiNKe4PvQkBv8IXJVDlDQLUV+8vuIUNAIo51cRsNQ0CppE5AExFDQCGwcmiRbUNAgnNGlPYuQ0A6I0p7gy9DQPs6cM6I2kJAINJvXwcuQ0DImLuWkM9CQNO84xQdGUNAAiuHFtlGQ0A8vVKWIf5CQPmgZ7Pq00JAUkmdgCZSQ0DQs1n1uSpDQPH0SlmG4EJAKe0NvjDxQkDy0k1iEKBCQF8pyxDH+kJAWRe30QAOQ0BWn6ut2M9CQGKh1jTv4EJAAwmKH2MGQ0CU9gZfmPxCQMxdS8gHhUNAS+oENBFWQ0DBqKROQANDQBb7y+7JQ0NAsb/snjzMQkCuR+F6FNZCQAfOGVHaM0NAmSoYldQRQ0ACK4cW2fZCQD7o2az67EJA0ZFc/kMaQ0A8TtGRXBZDQDarPldbCUNAsp3vp8YbQ0DarPpcbTVDQA4tsp3vN0NAJ8KGp1fqQkDl0CLb+QZDQDLmriXks0JAuY0G8BbAQkB88rBQa8JCQBZqTfOO20JAFmpN847bQkBjf9k9efBCQJf/kH77+kJAgZVDi2w3Q0BxPQrXo+BCQNSa5h2nKENACtejcD3SQkAgY+5aQu5CQGEyVTAqCUNAwOyePCzkQkB+HThnROlCQHQkl/+Q5kJA2qz6XG3tQkDarPpcbe1CQFUwKqkTwEJAoyO5/IckQ0C4HoXrUehCQBrAWyBByUJA1CtlGeLIQkCBBMWPMd9CQGwJ+aBno0JAXrpJDALzQkDl8h/Sbx9DQGpN845TzEJAuK8D54woQ0Dc14FzRuxCQFR0JJf/6EJAGw3gLZDYQkC1pnnHKTJDQDlFR3L5J0NAvsEXJlMtQ0CDwMqhRUZDQFafq63Y70JAak3zjlO8QkBQ/Bhz1xJDQDJVMCqpu0JAOUVHcvnHQkB/arx0k8hCQBKlvcEX7kJAFvvL7snbQkBGlPYGX/BCQJ88LNSaxkJAMzMzMzPrQkDswDkjSuNCQPfkYaHW7EJAhlrTvOP8QkDOqs/VVuxCQCqpE9BEIENAeAskKH4MQ0CoNc07TiFDQEvqBDQRDkNA8rBQa5onQ0AnwoanVyJDQH4dOGdECUNAa5p3nKILQ0AxmSoYlQRDQD2bVZ+r3UJA9pfdk4fVQkAQejarPtdCQKUsQxzrykJAlWWIY13UQkDeAgmKH1NDQKjGSzeJKUNAZohjXdxuQ0DQRNjw9CJDQDSitDf48kJApb3BFybzQkCR7Xw/NQ5DQGB2Tx4WwkJANjy9UpaxQkA6kst/SKdCQGUZ4lgXx0JAoImw4em9QkDP91PjpbtCQE2EDU+v3EJAE/JBz2atQkBPHhZqTWtDQCbkg57NEkNA3bWEfNBbQ0C1FfvL7hFDQKjGSzeJEUNAguLHmLsWQ0BWfa62Yk9DQLRZ9bnaSkNA5fIf0m8nQ0Dy0k1iEPhCQJLLf0i/DUNAPSzUmuY1Q0DsUbgehTtDQOwvuycP00JAy6FFtvPlQkCDwMqhRdZCQOSDns2q90JABTQRNjwVQ0DOiNLe4MNCQAyTqYJRCUNAWvW52ooVQ0BFR3L5DxFDQLx0kxgE5kJA8WPMXUvYQkBN845TdBRDQOf7qfHSzUJAdk8eFmoFQ0CuR+F6FP5CQK1p3nGKFkNAB1+YTBUkQ0DfT42XbvpCQPCFyVTBGENAh6dXyjIcQ0CDL0ymCi5DQDeJQWDlUENA2ht8YTItQ0CNKO0NvjBDQIqO5PIf0kJAHcnlP6TPQkBZhjjWxT1DQHWTGARWPkNAYTJVMCrhQkADCYofY95CQDnWxW006EJA/tR46SbRQkCn6Egu/xFDQBdIUPwYC0NAe4MvTKYKQ0Bj7lpCPhBDQPCnxks3+UJA+u3rwDkTQ0B9PzVeuvlCQB6n6EguH0NAak3zjlMsQ0Dl0CLb+Q5DQL8OnDOiDENAAJF++zoIQ0Dl8h/Sb99CQACRfvs6EENAzO7Jw0LlQkDImLuWkDdDQGsr9pfdQ0NAE/JBz2YNQ0CdgCbChu9CQLUV+8vu8UJA1lbsL7uvQkBg5dAi2/FCQLTIdr6fAkNAM8SxLm4DQ0BseHqlLANDQAHeAgmKB0NAmG4Sg8AaQ0DChqdXyiJDQBQ/xty1FENAIEHxY8z9QkArhxbZzt9CQO5aQj7oMUNAKH6MuWvhQkDcaABvgfxCQIhjXdxGw0JAdy0hH/T8QkDRItv5fvpCQP+ye/KwEENAwaikTkDjQkBLWYY41gVDQJkqGJXU6UJAP1dbsb/UQkDBqKROQANDQMdLN4lB4EJAm1Wfq61QQ0Bgdk8eFlpDQH/7OnDO+EJA07zjFB35QkAdWmQ73y9DQLIubqMBxEJAKVyPwvXYQkBcj8L1KLRCQJF++zpw3kJARPrt68DZQkB0RpT2BkdDQC2yne+nDkNAUWuad5z6QkCzDHGsizNDQO7rwDkj+kJAr5RliGM1Q0DmriXkg95CQCBj7lpCDkNAV1uxv+wmQ0CoV8oyxLFCQDEIrBxavEJA001iEFhpQ0B3LSEf9JxCQCcxCKwc4kJAuK8D54zQQkDLEMe6uD1DQIhjXdxGy0JAYqHWNO+wQkAjSnuDLwRDQGdEaW/wzUJAMuauJeTjQkAs1JrmHR9DQC/dJAaB5UJAg1FJnYDeQkAVHcnlP8RCQB1aZDvfD0NA+n5qvHTrQkClTkATYctCQKRwPQrX40JAAJF++zooQ0B0JJf/kNZCQKg1zTtO0UJAxty1hHwQQ0B2cRsN4A1DQPRsVn2uHkNADr4wmSoYQ0AJG55eKdNCQDVeukkM2kJA9bnaiv3dQkBWDi2ync9CQPRsVn2uDkNAoyO5/IcEQ0CNl24Sg+BCQMpUwaik5kJAveMUHcnVQkDsUbgehdtCQDy9UpYh5kJApHA9CtfrQkBLyAc9m+1CQOoENBE29EJA0gDeAgkKQ0B4nKIjuTxDQGZmZmZm/kJA/tR46SbBQkBbsb/snuxCQAu1pnnHCUNACD2bVZ/jQkBGJXUCmuBCQEYldQKa4EJAAJF++zrYQkDAWyBB8YtCQHqlLEMcm0JA+FPjpZv8QkCX/5B++0pDQDeJQWDlAENAN4lBYOUAQ0AFNBE2PDVDQPvL7snDAkNAldQJaCJEQ0D+1HjpJjFDQFioNc07FkNAXrpJDAIzQ0BRa5p3nApDQDQRNjy9EkNAduCcEaV1Q0DjNhrAW5BCQNSa5h2n2EJAGCZTBaPKQkDP91PjpRNDQOlILv8hDUNACtejcD3KQkDn+6nx0v1CQHzysFBrCkNAQj7o2az6QkBJLv8h/V5DQFYOLbKdP0NAPQrXo3BFQ0DXo3A9CvdCQEI+6NmsGkNAq8/VVuw3Q0BTliGOdVFDQJJc/kP6JUNAWDm0yHYGQ0AJ+aBns/pCQKTfvg6cC0NAf2q8dJMgQ0DhC5OpgilDQH4dOGdECUNAarx0kxjUQkBxGw3gLfBCQGfV52orNkNAf9k9eVgAQ0A17zhFR+JCQIqO5PIf4kJAPnlYqDWlQkALJCh+jElDQInS3uALM0NAb/CFyVQRQ0D7OnDOiMpCQCv2l92T70JAB1+YTBXsQkDEsS5uoxlDQGuad5yiQ0NA+FPjpZvUQkCfzarP1e5CQJf/kH77GkNAHHxhMlXAQkC+nxov3dxCQHDOiNLeUENAnKIjufznQkAvbqMBvAVDQKAaL90kBkNAsVBrmnc0Q0DPZtXnaitDQNk9eVio9UJAAG+BBMUnQ0Cfq63YX7ZCQI/k8h/S70JAGeJYF7chQ0Cmm8QgsFJDQMIXJlMFy0JAW0I+6Nk0Q0AT8kHPZv1CQD81XrpJHENACtejcD0yQ0D5MeauJTxDQG6jAbwFokJALNSa5h3nQkCV1AloIgRDQPLSTWIQ4EJA2V92Tx7GQkARNjy9Uu5CQFTjpZvECENARpT2Bl9AQ0BHA3gLJBhDQOeMKO0N3kJADXGsi9swQ0BF2PD0SlFDQFXBqKROUENAUrgehesxQ0AlBoGVQxNDQJkqGJXUQUNARGlv8IXhQkB90LNZ9fFCQC6QoPgx9kJAiUFg5dC6QkAtIR/0bNZCQC6QoPgx3kJAGsBbIEHZQkAAAAAAANhCQNuK/WX3BENADr4wmSogQ0DOqs/VVvxCQJZDi2zn40JAuycPC7UGQ0DeAgmKHytDQLu4jQbwxkJAYOXQItuhQkAVHcnlPxxDQD0K16NwBUNAcF8HzhnZQkCWsgxxrPtCQGdEaW/w/UJAq8/VVuyvQkDTTWIQWMFCQG8Sg8DK0UJA0ETY8PSqQkAf9GxWfeZCQN21hHzQy0JA3bWEfNDLQkAZ4lgXtwlDQMIXJlMFC0NA9GxWfa7WQkDY8PRKWS5DQIBIv30dOENAhxbZzvdLQ0CI9NvXgTtDQD7o2az6LENADk+vlGU4Q0BxrIvbaEhDQM/3U+OlG0NAn6ut2F8WQ0Du68A5IzpDQIPAyqFFNkNARiV1ApogQ0DKw0KtaRZDQJM6AU2ENUNA5x2n6EgmQ0ApXI/C9ShDQOSDns2qz0JAZRniWBevQkAWak3zjhtDQMgHPZtVz0JAO99PjZemQkBkzF1LyG9DQFCNl24S80JAorQ3+MLsQkDx9EpZhvBCQM/3U+OlC0NABoGVQ4sUQ0DhC5OpguFCQLmNBvAWmEJADr4wmSoQQ0C3Yn/ZPQFDQIy5awn5IENAw2SqYFRCQ0Doaiv2l9VCQE3zjlN05EJAzojS3uDTQkDIBz2bVddCQDQRNjy9CkNA/7J78rDIQkCX/5B++8JCQN21hHzQC0NAKe0NvjCpQkBO0ZFc/otCQMsQx7q4pUJAVn2utmK3QkBj7lpCPqhCQOXQItv5XkNAZmZmZma2QkCoV8oyxNlCQDSitDf4+kJApU5AE2HzQkBrK/aX3ctCQBE2PL1SJkNAVcGopE7oQkCiRbbz/fRCQOcdp+hI9kJAQKTfvg4MQ0A0gLdAgvpCQLAD54woxUJA/kP67eu4QkCI9NvXgeNCQK7YX3ZP/kJA9pfdk4fdQkDqlbIMcdxCQGfV52or/kJAcF8HzhnRQkD/snvysNhCQGuad5yi40JAduCcEaXNQkDChqdXygpDQAmKH2PuAkNADJOpglEJQ0AAb4EExV9DQCSX/5B+A0NA3NeBc0YUQ0B0RpT2BsdCQOXyH9Jv10JACyQofozhQkBEi2zn+6lCQGUZ4lgXx0JAWMoyxLHGQkBUUiegicBCQB+F61G4/kJAXCBB8WPUQkDl0CLb+QZDQLG/7J487EJArK3YX3b3QkCutmJ/2S1DQBIUP8bc9UJAdEaU9gb/QkBwXwfOGSFDQJF++zpw9kJAD5wzorTnQkDF/rJ78ghDQPFjzF1LCENAylTBqKT2QkAGEhQ/xhRDQG1Wfa62GkNAvp8aL92kQkD6fmq8dLNCQLG/7J48tEJASFD8GHPXQkDBqKROQNtCQCEf9GxW/UJAeJyiI7nkQkDswDkjSvtCQDLmriXkG0NAhXzQs1kVQ0D0bFZ9rv5CQMrDQq1pFkNAhxbZzvcbQ0BWn6ut2C9DQJjdk4eFIkNARiV1ApoQQ0CfPCzUmg5DQDnWxW00+EJAaQBvgQTNQkCfq63YX/ZCQJHtfD819kJArBxaZDvXQkD5oGez6ttCQO2ePCzUykJAbxKDwMrhQkD129eBczZDQN5xio7k2kJAWmQ730/tQkCjkjoBTexCQMHKoUW240JAWMoyxLEGQ0C4QILix9hCQArXo3A9EkNAlPYGX5gsQ0CI9NvXgSNDQH6MuWsJGUNAiUFg5dDyQkB24JwRpS1DQAK8BRIUv0JAq8/VVuwHQ0CTGARWDu1CQDxO0ZFcDkNAZvfkYaHGQkBGlPYGX5BCQIiFWtO8m0JAArwFEhS3QkDcRgN4C/xCQPOOU3QkH0NA9bnaiv0VQ0D4wmSqYBxDQET67evAKUNAIv32deAEQ0AZc9cS8ulCQDSAt0CCGkNAjNtoAG/5QkBmiGNd3PZCQMP1KFyPykJA0m9fB87pQkAHX5hMFQxDQPKwUGua10JAcM6I0t6YQkCYbhKDwMJCQBDpt68Dz0JALUMc6+L+QkAIPZtVnwtDQNc07zhFR0NAmggbnl4hQ0CaCBueXiFDQHQkl/+QzkJAuECC4sfIQkBZhjjWxfVCQJwzorQ36EJAak3zjlPsQkAg0m9fBwZDQDPEsS5u80JA845TdCQXQ0BKe4MvTN5CQLAD54woLUNA001iEFj5QkDFjzF3LelCQMsQx7q41UJALNSa5h3/QkCDL0ymCv5CQAU0ETY8DUNA6Nms+lz1QkC0yHa+nyJDQIenV8oy5EJAjSjtDb4QQ0BwzojS3vhCQG1Wfa62WkNALSEf9GwWQ0B+jLlrCRFDQC2yne+nBkNAyxDHurjlQkDY8PRKWf5CQOxRuB6Fs0JA+aBns+rTQkDDZKpgVNJCQCGwcmiR3UJA8x/Sb18HQ0DLoUW2891CQPAWSFD8CENAFmpN844zQ0D0bFZ9rj5DQA6+MJkq2EJAmG4Sg8ACQ0BeukkMAhtDQMxdS8gHNUNAi2zn+6lBQ0AtIR/0bIZDQKFns+pzhUNA+FPjpZssQ0Bq3nGKjtxCQDarPldb4UJAx7q4jQbIQkCxv+yePAxDQMNkqmBUAkNAwTkjSnujQkCWsgxxrMtCQGpN845TVENAcM6I0t5QQ0CYTBWMSipDQJMYBFYO/UJADk+vlGXQQkAtIR/0bA5DQFg5tMh2hkJAwcqhRbbTQkAwKqkT0ExDQD/G3LWEVENAMCqpE9AsQ0AwKqkT0CxDQM07TtGR3EJAX5hMFYziQkAcfGEyVchCQMsQx7q43UJA8fRKWYYIQ0A8vVKWIe5CQEHxY8xdE0NABhIUP8YEQ0BVMCqpE+BCQPT91Hjp3kJAdk8eFmpNQ0D/snvysBhDQPXb14FzHkNA5dAi2/keQ0Bcj8L1KIRCQKkT0ETY6EJArfpcbcUWQ0DD0ytlGfJCQHEbDeAt6EJAGJXUCWjiQkBBguLHmPNCQEaU9gZfAENAvjCZKhj1QkA8vVKWIcZCQDarPldb0UJAC7WmeccJQ0DcRgN4C+xCQPaX3ZOHJUNARpT2Bl/IQkDwp8ZLN9lCQGHD0ytlAUNARGlv8IUpQ0DaG3xhMiVDQOzAOSNKG0NAt2J/2T0ZQ0AwKqkT0BRDQPCnxks3yUJAhslUwagkQ0B/+zpwzhBDQBTQRNjwzEJAHqfoSC7HQkAUrkfhesRCQEymCkYl3UJAhXzQs1nlQkAwKqkT0CRDQOY/pN++3kJAJCh+jLkTQ0DEQq1p3jlDQL6fGi/dHENAiGNd3EajQkAbnl4py/BCQK+UZYhj5UJAEhQ/xtx1Q0DqlbIMcWxDQBNhw9MrBUNArIvbaAAPQ0ARNjy9UqZCQB4Wak3zvkJARpT2Bl+oQkA0orQ3+NpCQMNkqmBUGkNA8kHPZtUHQ0Crz9VW7OdCQEoMAiuHJkNAPujZrPrkQkB0JJf/kNZCQAWjkjoBrUJA9UpZhjj2QkDIBz2bVf9CQPtcbcX+IkNAHcnlP6T/QkD3Bl+YTPVCQKrx0k1iOENAlIeFWtPUQkD7XG3F/tpCQCUGgZVDA0NA2/l+arwcQ0A0gLdAghJDQO/Jw0KtIUNAbcX+snsqQ0Akl/+QfsNCQD0s1JrmzUJAUwWjkjrxQkBB8WPMXatCQH/7OnDO8EJAf/s6cM7wQkAJG55eKdtCQOqVsgxx/EJAJuSDns0CQ0Dwp8ZLNxFDQCgPC7WmqUJATtGRXP4LQ0B2cRsN4P1CQC0hH/RsHkNAbcX+snvKQkCU9gZfmARDQMsQx7q4BUNAE2HD0ysdQ0Bj7lpCPhhDQClcj8L1+EJA3nGKjuT6QkDzjlN0JGdDQAyTqYJRcUNA/mX35GEZQ0BfKcsQxxpDQP7UeOkmCUNAn6ut2F/2QkBnRGlv8M1CQKd5xyk62kJACtejcD3qQkCppE5AEwFDQCo6kst/4EJAArwFEhQHQ0DMXUvIB71CQGTMXUvIp0JAFK5H4Xr8QkAxmSoYleRCQH3Qs1n16UJAT6+UZYjbQkCJQWDl0NJCQHUCmggbDkNAdQKaCBsOQ0BRa5p3nMpCQEYldQKaUENAjZduEoMYQ0BPHhZqTQtDQKCJsOHp5UJA78nDQq0ZQ0CvJeSDnhVDQGkAb4EExUJAWRe30QDGQkBy+Q/ptz9DQFUwKqkTMENAdEaU9gZvQ0CAt0CC4vdCQJtVn6utwEJAnl4pyxDvQkBxrIvbaPhCQFyPwvUoHENAAiuHFtkWQ0ArGJXUCahCQNV46SYx6EJAwTkjSnsrQ0Dgvg6cMwJDQDMzMzMz80JA6Ugu/yH9QkCsrdhfdhdDQPAWSFD8IENA/Knx0k1iQ0D67evAOcNCQAHeAgmKV0NA1edqK/ZnQ0CwA+eMKH1DQEtZhjjWzUJAq8/VVuzXQkCPU3Qkl9dCQHWTGARWRkNAmSoYldThQkDx9EpZhuhCQB3J5T+kB0NArK3YX3YvQ0B/arx0kwBDQFK4HoXr2UJAX5hMFYwKQ0BWDi2ynT9DQPs6cM6I8kJA+aBns+oDQ0DKMsSxLtZCQGrecYqOzEJARiV1AprIQkBKe4MvTB5DQDvfT42XDkNAVg4tsp3vQkCfq63YXwZDQN9PjZdugkNAB/AWSFCUQkDOiNLe4NtCQJyiI7n8x0JA/yH99nUAQ0DaG3xhMq1CQJ2AJsKG50JA2/l+arzUQkA5tMh2vtdCQJwzorQ3+EJAM8SxLm4DQ0B/+zpwzshCQGTMXUvID0NAOdbFbTT4QkAdOGdEaR9DQLWmeccpAkNA93XgnBENQ0CGyVTBqNRCQF1txf6y00JA8x/Sb1/nQkA1XrpJDDJDQECk374O3EJA5WGh1jTvQkAofoy5a/lCQOAtkKD40UJA3SQGgZXjQkAQejarPn9CQCV1ApoIq0JAbef7qfGiQkA/NV66SURDQDlFR3L5F0NA7MA5I0rTQkBCYOXQIjNDQA8LtaZ5z0JAdEaU9gbXQkBmZmZmZg5DQIBIv30duEJAvsEXJlO1QkD8qfHSTZpCQIy5awn56EJA0LNZ9bmyQkDVeOkmMdhCQPRsVn2u/kJAkzoBTYTlQkDBOSNKewtDQEXY8PRKGUNAwTkjSnsbQ0AWak3zjgtDQP8h/fZ1GENAnMQgsHIoQ0A2qz5XWzFDQKMjufyHZENANV66SQxSQ0D9h/Tb10lDQMIXJlMF+0JAMQisHFoEQ0DhC5OpggFDQArXo3A98kJAJCh+jLn7QkCHp1fKMrxCQFwgQfFjxEJAvjCZKhj1QkBYqDXNOyZDQKyL22gAR0NAApoIG54mQ0AUrkfheixDQD7o2az6FENAaQBvgQQVQ0B2Tx4Wau1CQFuxv+yeVENAcM6I0t6IQkDgnBGlvfFCQCegibDhEUNADr4wmSrQQkBfKcsQx8pCQEGC4seYE0NA3bWEfNDDQkDhehSuR/FCQHE9CtejGENA8x/Sb1/vQkC+MJkqGOVCQDlFR3L530JAI9v5fmrEQkCxv+yePMRCQDJ3LSEf5EJAsp3vp8b7QkCUh4Va0+RCQEtZhjjWBUNA8tJNYhDgQkBU46WbxMBCQGRd3EYDCENA001iEFgRQ0AawFsgQflCQFOWIY51EUNAirDh6ZUKQ0Dtnjws1BJDQCV1ApoII0NAPujZrPrMQkDoaiv2l/1CQIV80LNZvUJAA3gLJCi2QkBqvHSTGBxDQBb7y+7J+0JARUdy+Q8BQ0BsCfmgZxNDQFR0JJf/EENATRWMSuoMQ0BMN4lBYPVCQJAxdy0hD0NAeHqlLEMUQ0CMSuoENBlDQJ+rrdhf3kJAw9MrZRnqQkBhMlUwKvFCQOxRuB6F80JAyxDHurgNQ0BApN++DiRDQDqSy39IR0NATKYKRiUtQ0C62or9ZR9DQPOOU3Qk50JAfa62Yn/JQkDwhclUwSBDQBb7y+7JG0NAQKTfvg6sQkDhC5OpgtFCQLwFEhQ/1kJAhjjWxW0kQ0DHuriNBjBDQK1p3nGK7kJAOwFNhA3XQkB1kxgEVvZCQHQkl/+QDkNAdCSX/5AOQ0C62or9ZedCQMuhRbbzxUJAt2J/2T3pQkDy0k1iENhCQFYOLbKdD0NA93XgnBEtQ0A4+MJkquhCQD/G3LWE7EJAFNBE2PDsQkD1udqK/f1CQNSa5h2nUENAh6dXyjJEQ0CvlGWIY6VCQO2ePCzU+kJAHcnlP6T3QkCppE5AE9FCQDarPldb4UJASgwCK4cuQ0DiWBe30bhCQISezarPvUJAi2zn+6kJQ0DHSzeJQfBCQHo2qz5XM0NA+MJkqmDUQkCdEaW9wfdCQNlfdk8e9kJAOwFNhA0PQ0CwA+eMKCVDQCGwcmiRDUNA2PD0SlkuQ0AU0ETY8OxCQOF6FK5H8UJA6gQ0ETa0QkDKw0KtafZCQBsv3SQGwUJAxSCwcmiRQkBBguLHmJNCQB6n6Egu70JAGsBbIEHJQkAOvjCZKvhCQMsQx7q41UJA3GgAb4GsQkCWQ4ts5/NCQCv2l92TB0NAeekmMQj8QkCjI7n8hwRDQG1Wfa62IkNAa5p3nKLrQkA+6Nms+gxDQFHaG3xh+kJAZ0Rpb/DtQkDzH9JvX99CQAskKH6M8UJAOpLLf0j3QkDhC5OpghlDQHgLJCh+vEJAKe0NvjDhQkBxPQrXo/BCQLsnDwu17kJA5BQdyeXXQkA51sVtNPhCQECk374O/EJAYTJVMCoZQ0BPHhZqTQNDQDojSnuDH0NAidLe4Av7QkDZPXlYqO1CQNNNYhBYOUNAXwfOGVFKQ0AT8kHPZrVCQFtCPujZBENA9P3UeOnuQkAUP8bctcxCQIJzRpT2rkJASnuDL0yeQkAzxLEubtNCQCS5/If040JA/Knx0k3aQkBeS8gHPdNCQHbgnBGl7UJAy6FFtvPdQkAaUdobfNFCQNjw9EpZ1kJAY+5aQj4AQ0Cyne+nxvtCQFvTvOMUTUNAyAc9m1VPQ0DVCWgibCBDQE5iEFg5vEJAtaZ5xykCQ0C9UpYhjgVDQPYoXI/C9UJAQYLix5izQkALJCh+jAlDQL8OnDOi/EJAkQ96NqvmQkDHuriNBtBCQNiBc0aUDkNAYHZPHhYCQ0AQWDm0yA5DQFFrmnec8kJA3NeBc0bkQkDrc7UV+/tCQI51cRsN4EJAmN2Th4W6QkAbDeAtkCBDQD2bVZ+rzUJA5IOezaovQ0CL/WX35BFDQNCzWfW56kJAv30dOGfsQkBGlPYGX/BCQMgHPZtV90JA3gIJih8LQ0BdbcX+sgtDQApoImx4GkNAkKD4MeY+Q0Cfq63YXxZDQATnjCjtJUNAtvP91HjhQkAijnVxG51DQG/whclUSUNAAG+BBMXHQkAQWDm0yOZCQNJvXwfOwUJAuB6F61EgQ0BrmnecogNDQOVhodY0H0NASFD8GHMPQ0Bm9+RhoQ5DQIy5awn5+EJA4L4OnDMSQ0D2KFyPwsVCQIy5awn58EJAL90kBoHtQkD5D+m3ryNDQCv2l92T50JA3gIJih/zQkAEVg4tsvVCQLivA+eM6EJAX5hMFYzSQkCq8dJNYghDQA1xrIvb4EJAn6ut2F/2QkCTOgFNhOVCQOPHmLuWAENAGsBbIEERQ0DmP6TfvgZDQK8l5IOeFUNARIts5/tBQ0BeS8gHPcNCQNcS8kHPzkJAhjjWxW3EQkBhVFInoFFDQBniWBe3WUNA7uvAOSNiQ0A+eVioNfVCQNNNYhBY+UJAodY07zgVQ0CWsgxxrPtCQCJseHql/EJAdEaU9gbvQkCKH2PuWhJDQLAD54woBUNASnuDL0zeQkCu2F92T65CQET67evAKUNArBxaZDv/QkD/snvysDBDQNcS8kHP/kJAB1+YTBXcQkBhw9MrZcFCQL1SliGOnUJAxm00gLeoQkCZu5aQDyJDQDeJQWDlyEJAy6FFtvPFQkBCYOXQIqNCQIEExY8xl0JAjZduEoPIQkAdWmQ7339CQME5I0p7w0JAidLe4AvDQkAvbqMBvNVCQABvgQTFr0JAGQRWDi0SQ0DwFkhQ/KhCQKMjufyHRENAuB6F61E4Q0Cz6nO1FRNDQL1SliGO5UJA6Ugu/yEVQ0CjAbwFEtRCQDC7Jw8LBUNA0SLb+X7qQkDswDkjSgtDQKCJsOHp9UJA1edqK/a/QkC7Jw8Ltf5CQDY8vVKWKUNAyeU/pN8OQ0CkcD0K1wNDQH6MuWsJ2UJAzhlR2hssQ0BeS8gHPdtCQH4dOGdEGUNArkfhehQGQ0A3GsBbIFFDQCJseHqlZENAVn2utmJPQ0Atsp3vp85CQKW9wRcm20JAlWWIY10kQ0DJdr6fGrdCQPW52or9xUJAUiegibDhQkD3Bl+YTBVDQFfsL7sn30JAINJvXwfWQkDIBz2bVQ9DQBKDwMqhLUNAkDF3LSEHQ0DKw0Ktae5CQNbFbTSA/0JArIvbaAA/Q0BX7C+7Jw9DQDLmriXk80JA48eYu5a4QkAFNBE2PL1CQJhuEoPAqkJAQj7o2ayyQkDwhclUwahCQOC+DpwzAkNAU5YhjnXhQkBTliGOdeFCQJkqGJXUMUNAWKg1zTsuQ0AFo5I6Ad1CQBZqTfOOy0JA54wo7Q0WQ0CjkjoBTQRDQKAaL90kDkNA4JwRpb0BQ0AdyeU/pB9DQPaX3ZOHxUJAPSzUmub1QkAkKH6MuQNDQFr1udqK9UJAmG4Sg8DqQkDYgXNGlPZCQEXY8PRK0UJA845TdCQ3Q0DvycNCrWFDQDy9UpYhnkJA6Gor9pfNQkCrz9VW7L9CQIhjXdxGu0JAldQJaCK0QkAIPZtVn6tCQKMBvAUSvEJAyxDHurgdQ0C8dJMYBN5CQINRSZ2A3kJAt2J/2T0xQ0D9h/Tb1ylDQMgHPZtV90JA+u3rwDkzQ0C5/If02xdDQHrHKTqS20JA7C+7Jw/jQkBsCfmgZ+tCQEGC4seY60JAV+wvuyffQkBGJXUCmvhCQIenV8oyhENA9dvXgXP+QkDeAgmKH1NDQMbctYR8SENAjErqBDT5QkAbL90kBrFCQEVHcvkPwUJATDeJQWDVQkDzjlN0JF9CQGKh1jTvgEJAaCJseHrtQkD99nXgnAlDQGHD0ytl4UJA30+Nl27aQkC7uI0G8N5CQDQRNjy9EkNANjy9UpYRQ0CuR+F6FGZDQKMjufyHLENAvp8aL90sQ0DdtYR80BNDQM4ZUdobdENA2/l+arwkQ0BSuB6F62lDQHEbDeAtAENAkst/SL8lQ0C4rwPnjABDQE8eFmpNq0JAwOyePCwMQ0DUK2UZ4thCQC/dJAaBBUNAHVpkO9/nQkCUh4Va0wxDQKvP1Vbs70JASgwCK4feQkDzH9JvX/dCQG6jAbwFskJAtaZ5xynaQkCNKO0NvihDQJf/kH77CkNAcF8Hzhk5Q0AJih9j7upCQO5aQj7oCUNASL99HTjPQkD6fmq8dHtDQLyWkA96hkNAgEi/fR2QQ0APC7Wmee9CQBx8YTJV6EJAduCcEaXdQkBuNIC3QLJCQIbJVMGo9EJAH/RsVn3GQkCDwMqhRT5DQG1Wfa622kJA3SQGgZXTQkCQoPgx5iZDQMBbIEHxC0NAb4EExY8BQ0AOvjCZKhBDQMbctYR88EJAJQaBlUPzQkAc6+I2GuhCQBzr4jYa6EJAmnecoiMpQ0DmP6TfviZDQIqw4emV8kJAmEwVjEo6Q0AnMQisHIJDQIhjXdxGU0NAJ8KGp1dCQ0DG3LWEfLhCQDlFR3L5t0JAn6ut2F+mQkAO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pCQBHHuriNZkNA2qz6XG0tQkCKH2PuWspBQIofY+5a+kJATx4Wak0zQkAZ4lgXt4FCQOhqK/aXzUJAjZduEoMIQkB/arx0k6BCQLG/7J48rEJAwTkjSnuTQkCyLm6jAYxDQIj029eBY0JA/Knx0k2qQkDcaABvgbRCQLaEfNCz+UJA54wo7Q1WQkBIv30dOH9CQMzuycNC7UFAC0YldQKqQkA+eVioNQ1DQIzbaABvwUJAveMUHcktQkAFNBE2PJVCQACRfvs6eEJAwFsgQfE7Q0DdJAaBlRtDQOXQItv5BkNAoBov3SQGQ0DUK2UZ4tBCQNlfdk8epkJAKe0NvjCRQkDkFB3J5Z9CQD81XrpJdEJAVcGopE7YQUBSSZ2AJspDQF+YTBWMykJArIvbaAC/Q0BxrIvbaHBCQAwCK4cWcUJAArwFEhSnQ0DPZtXnasNCQGB2Tx4W6kJAxf6ye/JwQ0Ce76fGSydDQJT2Bl+YNEJAcT0K16MYQkAnwoanV5pCQEymCkYldUJAiIVa07zjQkBGJXUCmlBDQLpJDAIrD0NAgQTFjzFnQkAAb4EExe9BQHh6pSxD5EJAjZduEoNAQkCjAbwFEkRDQInS3uALy0FAW7G/7J4MQ0CYTBWMSpJCQP7UeOkmAUNA4L4OnDP6QkBOYhBYORxDQFvTvOMUDUNAkX77OnBGQ0AH8BZIUARDQCS5/If0W0JAUWuad5z6QkA7AU2EDY9CQCcxCKwcqkJAVOOlm8TQQkCAt0CC4u9CQC2yne+n7kJAVOOlm8RgQkA6I0p7gwdDQBWMSuoEXEJA5fIf0m/vQkA5tMh2vldDQPFjzF1L+EFABoGVQ4uMQkBEaW/whcFCQF8HzhlREkJArfpcbcVmQkDA7J48LGxCQCqpE9BEqEJAS+oENBEmQkCBJsKGp1dCQEi/fR04l0JAwhcmUwWzQkD8qfHSTVJDQGB2Tx4WAkJAkzoBTYTVQUBkzF1LyJdDQBb7y+7JQ0JAYhBYObSoQkCKH2PuWspCQHS1FfvLNkNAl/+Qfvs6QkBwXwfOGUFCQJAxdy0hN0NAtFn1udpCQ0CC4seYu9ZCQEMc6+I2GkJA3EYDeAt8QkC1N/jCZMpCQAyTqYJRAUNAFD/G3LXkQkBHA3gLJKBCQM9m1edqq0JACmgibHgyQkDAWyBB8bNCQIZa07zj5EJADeAtkKAwQ0DvOEVHciFDQKg1zTtOAUNAzH9Iv31FQkANcayL2+hBQGIQWDm0MENAXwfOGVHyQkA0orQ3+LJCQNBE2PD0OkJAkst/SL+VQkBlGeJYF19CQEku/yH9xkJAidLe4Av7QUCY3ZOHheJCQA5Pr5RlIEJAHThnRGmnQkBSuB6F65FBQPW52or9HUNA0SLb+X6yQkDdJAaBlXNCQAfOGVHao0JADr4wmSooQkClvcEXJqNCQM07TtGRlEJAE2HD0yuNQkDgvg6cM7JCQAtGJXUCikJABoGVQ4usQ0DDZKpgVLpCQBTQRNjwrEJAfGEyVTAKQ0DgLZCg+MFCQHbgnBGl7UJAumsJ+aDPQkCwcmiR7XRCQFvTvOMUlUNAvsEXJlOdQkBSuB6F62lDQBZqTfOOI0JATtGRXP5zQkB4eqUsQ6xCQKyt2F92D0NAtRX7y+5xQkC9UpYhjmVDQBUdyeU/vEJA+zpwzoh6QkASpb3BF15CQC0hH/RsDkNAZ0Rpb/CdQUDswDkjSitCQCGwcmiRlUJANKK0N/jSQkBdbcX+sgNDQDbNO07RYUJAr5RliGPNQkB+jLlrCVFDQOQUHcnlN0JAKxiV1AkYQ0DqlbIMcQRDQB3J5T+kx0JA2/l+arxMQ0DIBz2bVedBQPVKWYY4vkJANIC3QILqQkALRiV1AqJCQAdfmEwVbENAw9MrZRkCQ0BGJXUCmjBDQBTQRNjw1EJAIv32deDcQkBaZDvfTxVCQAWjkjoB9UJAklz+Q/pNQkDT3uALk1lCQHS1FfvLJkNAk6mCUUmNQkDl8h/Sb9dCQL4wmSoYnUJAD5wzorQ/QkCBJsKGp99BQM9m1edq40FAj+TyH9KPQkBj7lpCPihCQBb7y+7Jy0JAj1N0JJdPQ0AEVg4tsqVCQE+vlGWIK0JAtMh2vp8aQ0AXt9EA3nJDQDY8vVKWUUJATx4Wak37QkDiWBe30TBDQEATYcPTO0JALUMc6+ImQ0Dbiv1l91RCQO0NvjCZIkJArthfdk/eQkBhw9MrZelCQC0hH/RsTkJAt9EA3gKJQkCYbhKDwLJCQC6QoPgxxkJAyjLEsS4OQ0AYJlMFo9JCQDJVMCqpO0JAxyk6kst3QkCFfNCzWe1CQDbNO07RYUJA54wo7Q3uQkAgY+5aQh5DQCKOdXEbpUFAcT0K16MIQ0CZKhiV1LlCQOoENBE2BENAZvfkYaFOQkDyQc9m1b9DQOOlm8QgoEJAP1dbsb+8QkBv8IXJVLFCQCfChqdXQkNAn6ut2F8uQ0B4nKIjufxCQCPb+X5qZEJA/tR46SaxQkALJCh+jPlBQAn5oGezekJA3GgAb4EcQkBUdCSX/6hBQBTQRNjwBENAduCcEaUtQ0DvycNCrQFCQIPAyqFFDkNAukkMAisvQkAm5IOezZJCQNBE2PD0ikJA6Ugu/yE1Q0BvgQTFj5FCQLgehetR2EFAPzVeukkcQ0AMAiuHFslDQFR0JJf/SEJAcF8Hzhk5QUCU9gZfmDRCQC9uowG8hUJAvw6cM6KkQkA5RUdy+ddCQFXBqKROIEJAtaZ5xynqQkBkO99PjS9CQCSX/5B+E0NAV1uxv+wmQkDXNO84RddBQMsQx7q4HUJAoyO5/IckQ0CdgCbChj9DQOkmMQislEJAPujZrPr0QkALJCh+jFFCQPkP6bev20JAlkOLbOdLQkCSy39IvwVDQCQofoy5k0JATmIQWDncQUBIUPwYc3dCQNNNYhBYAUNA3SQGgZVLQkArGJXUCThCQA4tsp3vv0JAc9cS8kEfQ0C94xQdyZ1DQDeJQWDlaENAJzEIrBxiQkBUUiegicBCQPOOU3QkP0JATKYKRiX9QkBxPQrXo4hCQFfsL7snb0JA6gQ0ETakQkDvycNCrYFCQD0s1JrmtUJABhIUP8b8QUBHcvkP6Q9DQJm7lpAPYkJAVTAqqRMYQ0CyLm6jAexCQBBYObTIlkJAGlHaG3xpQkCkcD0K1ztCQJkqGJXUSUJA24r9ZfekQkAT8kHPZi1CQHuDL0ym8kJAvsEXJlN9QkCcoiO5/AdDQD0K16NwTUNAmSoYldTZQkAnMQisHFJDQFioNc07rkJAObTIdr6/QkAlBoGVQ4tCQNv5fmq85EJAYHZPHhYKQ0As1JrmHQ9CQMPTK2UZQkJA+1xtxf4KQkBfB84ZURJDQGpN845TdEJALbKd76cuQkAsZRniWEdCQKyL22gAP0JA8rBQa5q/QkA2zTtO0TlCQD81XrpJ/EFA/Knx0k2KQkDHKTqSy59CQF1txf6yo0JAumsJ+aCPQkAFo5I6AfVBQPvL7snDkkJAWDm0yHbWQkAzMzMzM4tCQFXBqKROoEJA9pfdk4ctQkBUdCSX/6BCQC2yne+nnkJArthfdk9mQkD5D+m3r0NCQI/k8h/S90JA+aBns+pzQ0DgnBGlvXFCQBKlvcEXpkJAm1Wfq604QkDKMsSxLtZCQFr1udqK5UJArBxaZDtvQ0AkKH6MudNCQL4wmSoYrUFAat5xio7sQkC0yHa+n0pCQIGVQ4tsR0JAhA1Pr5TtQkBeS8gHPYNCQFjKMsSx7kJA+MJkqmDMQUCitDf4wlxCQNqs+lxtlUJAiUFg5dCqQ0ALJCh+jNlCQNlfdk8eXkJABaOSOgFFQ0C28/3UeJlBQCxlGeJYf0JA9GxWfa7eQkCx4emVsuRCQHL5D+m3T0NAf2q8dJNIQkDlYaHWND9DQDtwzojSrkJAFR3J5T/UQ0BTBaOSOilCQIcW2c73k0NAYOXQItsxQ0CqglFJnRhCQHsUrkfh6kFAQfFjzF0TQ0DVCWgibOBCQH/7OnDOoEJAsAPnjCj9QkBKe4MvTOZCQJLLf0i/TUJAgQTFjzEPQ0BZhjjWxS1DQJZDi2zn60JA1edqK/b3QUASg8DKocVCQKwcWmQ730JAyjLEsS7+QkAB3gIJihdCQGaIY13cBkNAq8/VVuy3QkBYyjLEsaZCQAAAAAAA0ENAlrIMcawDQ0AijnVxG6VCQIofY+5aKkJAnRGlvcFnQkAnMQisHOpCQBniWBe32UJAOwFNhA13QkDQ1VbsL/NBQIBIv30d4EJAysNCrWmWQkC4HoXrURBCQI/C9Shc50FAu7iNBvBmQkBSSZ2AJgpCQLivA+eM4EJAVFInoInIQUB88rBQa5JCQAFNhA1PJ0JAKjqSy3+oQkAJih9j7qJCQGQ730+NJ0NAvVKWIY4dQkCBJsKGp19CQGiR7Xw/jUNA8kHPZtUfQ0BOYhBYOeRBQGwJ+aBnC0NAlWWIY11cQkB/2T15WJhCQGrecYqOFENA5q4l5IPOQkDhC5OpgtFCQJM6AU2EfUJAEqW9wRdOQkCutmJ/2XVCQFJJnYAmakJAKA8LtaZZQkAGEhQ/xvxCQEI+6NmsSkJAfdCzWfXpQkB56SYxCMxBQLAD54wofUJA0m9fB84xQ0AAkX77OrBCQC2yne+n/kJAlPYGX5g0QkAbnl4py2BCQPfkYaHW3EJAzTtO0ZF8Q0A2zTtO0WlDQBKDwMqh1UJAMLsnDwuVQkBuNIC3QKpCQNcS8kHPVkNA8KfGSzfpQkCEns2qzw1DQF5LyAc9u0JAJ6CJsOF5QkCu2F92Ty5DQGWqYFRST0JAj1N0JJcvQ0ADCYofY85CQMKGp1fKGkNAvJaQD3ouQkDHSzeJQQBDQLAD54wohUJAp+hILv/hQkCvJeSDnm1CQH2utmJ/0UFAc9cS8kEvQ0CNKO0NvrBBQLByaJHt3EJAiGNd3EZDQkDgnBGlvclDQFfsL7snD0NA30+Nl24SQ0Drc7UV+wNCQPhT46Wb3EJAwaikTkBrQkDPZtXnaqtCQPMf0m9fj0JASS7/If3eQkC+wRcmUxVDQP5l9+RheUNANqs+V1uhQkBPHhZqTVtDQGKh1jTvWEJALNSa5h3/Q0AGgZVDi0RCQNGRXP5DukJAkX77OnCmQkD0bFZ9rjZCQN6Th4VaA0NAfoy5awmRQkDF/rJ78ihDQLIubqMBfENAl5APejZbQ0CTqYJRSY1CQKjGSzeJIUNAdCSX/5DGQkDWxW00gBdCQGdEaW/wdUJAeJyiI7msQkCrz9VW7NdCQMWPMXctSUJATYQNT69UQ0AUP8bctaxCQJeQD3o2u0NAH/RsVn0GQkBtVn2utvpBQMsQx7q4NUNAaLPqc7UtQ0A1XrpJDCJDQC7/If32PUNAufyH9NvnQkDcRgN4C7RCQJm7lpAPOkJAcayL22jAQkCP5PIf0qdCQJoIG55eeUJAImx4eqWsQkDpSC7/IaVCQJ+rrdhf7kJAPSzUmua1Q0CM22gAb6FCQMcpOpLL/0JAUrgehetZQ0C8lpAPeq5CQAdfmEwVNENAOdbFbTQIQ0BPQBNhw/NBQEw3iUFgzUFA9pfdk4f9QkDXNO84RR9CQBniWBe3iUJAQ61p3nFaQ0A0gLdAgnpCQAtGJXUCYkJAOUVHcvn/QkAU0ETY8IxCQDbNO07RKUJABhIUP8YcQkC62or9ZRdCQPRsVn2uVkJA07zjFB0BQ0Dbiv1l9wRDQApoImx4SkJAGy/dJAbRQUBNFYxK6nRDQFJJnYAmakJAmSoYldQxQkAawFsgQelCQFZ9rrZi30JAyXa+nxrXQ0CF61G4Ho1CQHnpJjEIBENAayv2l93LQkCkcD0K18tBQJ7vp8ZL90JAEHo2qz43Q0D5MeauJbRCQPFjzF1L8EJAysNCrWn2QUCAt0CC4g9CQMcpOpLLr0JAsHJoke2kQ0C1N/jCZNpCQJhMFYxKOkJAXW3F/rLzQkAs1JrmHf9CQGHD0ytlQUNAvVKWIY7NQkBCz2bV5wpDQFtCPujZ7EJAeqUsQxxTQkCmCkYldZJCQHsUrkfhQkNAQmDl0CJ7QkBlqmBUUm9CQEmdgCbC9kJAMnctIR8sQ0Bm9+RhoSZDQNlfdk8elkJAEoPAyqFVQ0ACvAUSFL9CQAFNhA1Pp0JADi2yne8XQkA0orQ3+EpCQCDSb18HjkJA+Q/pt6+bQ0AWak3zjvtCQAskKH6M8UJA5/up8dKFQkCdEaW9wZ9CQESLbOf7uUJASgwCK4fmQUBWn6ut2E9CQNGRXP5DMkJAxEKtad45QkDJ5T+k35ZDQLMMcayLc0JAVTAqqROAQ0B3vp8aLxVDQNNNYhBYUUJAMzMzMzODQkAYldQJaGpCQA1xrIvbQENAYhBYObR4Q0A9m1WfqyVDQLpJDAIrj0NA7MA5I0oLQ0Bz1xLyQV9CQM6qz9VWZEJA7zhFR3JJQkAbL90kBvFCQKhXyjLEWUNAS1mGONZVQkBB8WPMXZtCQDAqqRPQZEJAPzVeukmcQkC4HoXrUehDQBzr4jYawEJAYcPTK2WxQkDtnjws1BJDQAn5oGezgkJAmpmZmZkZQ0DHuriNBvBBQIZa07zjlEJAjgbwFkioQkCHp1fKMixDQHGsi9tomEJA8fRKWYZQQkAPnDOitI9BQP32deCcYUNAPnlYqDU9QkAnMQisHDpCQPVKWYY4NkNADk+vlGVQQkDcRgN4C3xDQPXb14FzDkNAAd4CCYr/QkC0yHa+n4JCQIts5/up4UFAuECC4se4QkCTOgFNhB1DQK36XG3F9kJADAIrhxYZQ0CEDU+vlA1DQHh6pSxDDENAZDvfT403QkAHzhlR2gNCQI/C9Shc70JASOF6FK5fQ0CpE9BE2BhCQAWjkjoBLUNAgy9MpgomQ0D8qfHSTZpCQP7UeOkm0UNAZ0Rpb/CFQkBMN4lBYO1CQAskKH6MOUJAC7WmeccBQ0AtIR/0bMZCQLMMcayLI0JA6pWyDHHMQkB0RpT2BgdCQAU0ETY87UJAGJXUCWjiQkA730+Nl7ZCQIiFWtO8q0JAZRniWBdfQkBF2PD0SglDQDLmriXko0JAiUFg5dBKQkBeS8gHPZtCQFFrmnecwkJA1XjpJjHwQkDRkVz+Q8JCQJOpglFJHUNA/yH99nUAQ0Cxv+yePPRCQLraiv1lX0NADJOpglHZQkBvgQTFj+lCQF3cRgN4u0JA+aBns+pjQ0Ctad5xipZCQG1Wfa62qkJA4JwRpb0pQkB+jLlrCVFCQO0NvjCZikJAJ8KGp1diQkBSJ6CJsPlCQH2utmJ/EURAC0YldQLSQkCxUGuad3xCQKMjufyHNEJAqRPQRNiwQkCWQ4ts56NCQGPuWkI+EENAJQaBlUOjQ0DyQc9m1cdBQMBbIEHxe0JAO99PjZeOQ0Ay5q4l5OtCQClcj8L1SENAdZMYBFYOQ0DQ1VbsL7NCQBsN4C2QUEJAR3L5D+nnQUAnwoanV3JDQJHtfD81pkJA0ETY8PSyQkAH8BZIUORCQNO84xQdKUJASZ2AJsLGQkAAkX77OlhCQAg9m1Wf00JA8tJNYhBQQ0As1JrmHcdCQC1DHOviDkNAjnVxGw14QkCI9NvXgVtCQPwYc9cS+kJA7Q2+MJlCQkAQejarPq9CQJtVn6uteEJASnuDL0xOQkCxv+yePKRCQH4dOGdE8UJAKxiV1Al4QkAydy0hH0RCQPAWSFD8SENAEFg5tMjmQkDmriXkg85BQH2utmJ/WUNA4lgXt9HgQUD5oGez6mtCQP5l9+RheUJAyAc9m1XPQkDr4jYawItCQIEmwoanX0JAPE7RkVxGQ0DkFB3J5SdCQHZPHhZqDURA8x/Sb1/3QUB1ApoIG45CQBkEVg4twkJAImx4eqW0QkCEns2qzy1DQHnpJjEILENAUwWjkjrxQkBX7C+7J2dCQDsBTYQN90JAwFsgQfGDQ0AvbqMBvIVCQA1xrIvbuEJAtvP91Hj5QkBmiGNd3E5DQJhuEoPAgkNAEoPAyqGtQkAwTKYKRtVCQE+vlGWI80FAqaROQBNRQkA3GsBbIIFBQJAxdy0hZ0JAB84ZUdrzQkBpb/CFyYRCQIbJVMGo1EJALbKd76c+QkD35GGh1ixDQLprCfmgd0NAFD/G3LXUQkBEaW/whUlDQDPEsS5uK0NAAJF++zowQ0B5WKg1zdNCQHGsi9to4EJAPL1SliGmQkBwzojS3khCQIEmwoanB0NA4XoUrkchQkD9h/Tb16FCQF3+Q/rtk0JA7zhFR3KRQkBz1xLyQfdCQFK4HoXrsUJAs3vysFCjQ0DqlbIMcbRCQNNNYhBYCUNAJCh+jLmjQkBxGw3gLaBCQBe30QDeykJAuY0G8BYoQkDV52or9i9DQG8Sg8DK0UJAyXa+nxrXQkBDrWnecWpDQCsYldQJ6EJAOdbFbTQAQkAAAAAAAHBCQCqpE9BEAENA30+Nl27CQkDswDkjSjtCQPaX3ZOHnUJA7MA5I0rDQkDOGVHaG7RBQCntDb4wcUJAoImw4eldQkD2KFyPwp1CQKYKRiV1EkJAtFn1udrSQkA5RUdy+R9CQAu1pnnHAUJAUPwYc9dKQ0BfB84ZUSpCQCnLEMe6AENA7nw/NV6SQ0BfKcsQx4pDQFK4HoXroUJAmnecoiPRQkAm5IOezdpCQMBbIEHxK0JAiUFg5dAiQkCJ0t7gC+NCQAisHFpku0JAqRPQRNhQQkBQjZduEkNCQD9XW7G/pEJAf2q8dJOoQkDl8h/Sb59DQMGopE5Ai0JAMnctIR90QkDOGVHaG+RBQNSa5h2n8EJAarx0kxjsQkBcIEHxYxRDQMpUwaikxkJAZMxdS8gXQ0D+Q/rt62BDQBdIUPwYw0JAorQ3+MKsQkDqlbIMcQxDQKfoSC7/0UJADr4wmSq4Q0BQjZduEntCQMIXJlMFw0JAnl4pyxDvQkCpE9BE2FBCQEYldQKa6EJAC7WmecdJQ0BNhA1Pr1xCQIy5awn5aEJA16NwPQonQ0DBqKROQMtCQGfV52or/kJArthfdk/mQUBVwaikTohCQBniWBe3eUJAkX77OnCmQUCk374OnONCQEvIBz2bVUNAMCqpE9DMQkBKe4MvTHZDQN/gC5Op2kJAbqMBvAVSQkDAWyBB8XNDQGfV52orNkJAveMUHcmlQ0B9rrZifzlCQGN/2T15+EFAutqK/WW/QkCWIY51cfNBQNBE2PD00kJAmpmZmZkhQ0BI4XoUrg9DQKRwPQrXk0JAvjCZKhi9QkCKsOHplRJDQOY/pN++5kFAdZMYBFa+QkAbnl4py+BBQD9XW7G/dEJAsAPnjChNQ0C7Jw8LteZBQBsN4C2QeENAAAAAAACIQkD0bFZ9rkZCQJYhjnVxe0JAfPKwUGuKQkDBOSNKe8tCQMpUwaikVkJAGw3gLZAgQkCV1AloIlxCQE0VjErqpENA/Knx0k1qQkD4U+OlmwRDQCbkg57NmkJAF7fRAN5qQkAbDeAtkPBCQFTjpZvE6EJAzqrP1VaEQkC4rwPnjMBCQOXQItv5LkNAufyH9NtfQ0AGgZVDiyxCQMKGp1fKkkJAWmQ7308dQ0Af9GxWfV5CQJjdk4eFYkNAEOm3rwOHQkCYTBWMSppBQIQNT6+URUJAINJvXwdWQkBOYhBYOexCQG40gLdACkNA2ht8YTJdQkAAAAAAAAhCQDnWxW00yEJA/kP67euYQ0BqvHSTGJRCQEGC4seY20JAPzVeukk0QkDl8h/SbxdCQKpgVFIneEJADAIrhxY5QkATYcPTKwVCQGDl0CLbgUNAlWWIY11EQ0C28/3UeLlCQB3J5T+kZ0JAofgx5q7lQkA+6Nms+iREQMcpOpLLD0NA9ihcj8I1Q0D3deCcEYVCQM3MzMzMDEJA54wo7Q2GQkCq8dJNYtBCQLraiv1lD0NAAiuHFtnmQkCrz9VW7HdCQIEmwoanP0JAMzMzMzMbQ0AxCKwcWhRDQCsYldQJQENAjLlrCfmoQkDWxW00gN9BQLyWkA96bkJAUkmdgCaSQkDZzvdT451BQC9uowG87UFALUMc6+KOQ0CC4seYu25CQHsUrkfhekJAQxzr4jbCQkDTTWIQWDlDQDcawFsgYUJAnMQgsHIgQkAJih9j7jJDQFfsL7snV0JAcT0K16PIQ0BI4XoUrpdCQAdfmEwV1EJA6bevA+e8QUB4eqUsQxRCQNZW7C+7t0JA6SYxCKz8QkCXkA96NhNDQE8eFmpNA0NA0NVW7C8rQ0CNKO0NvshCQDxO0ZFcJkJA0NVW7C8bQkA7AU2EDYdCQOoENBE2pEJAHhZqTfMGQkB2Tx4WapVDQH3Qs1n1GUNAp3nHKTqSQkBuNIC3QNpCQAfOGVHaM0JAYqHWNO+wQ0C8dJMYBJZCQLx0kxgERkNAW0I+6Nm8QkCRfvs6cL5CQKfoSC7/yUJAW7G/7J60QkCoNc07TvFCQO0NvjCZ4kJAgy9MpgpWQkA+6Nms+vxCQMUgsHJouUJAxm00gLewQkCV1AloIhRDQNv5fmq8lEJAs+pztRVDQkBLyAc9m31CQAtGJXUCYkJAlkOLbOfbQUA51sVtNMhCQG3F/rJ7SkJALGUZ4lhvQkD0bFZ9ruZBQMpUwaiklkJAhxbZzvdzQkCBBMWPMb9CQPkx5q4l5EFAJCh+jLlbQ0AzMzMzM1NCQPH0SlmGyEJAqmBUUie4QkBoke18P4VCQCgPC7WmCUNA3+ALk6kyQ0DFjzF3LVFDQPH0SlmG2EJAA3gLJCjWQkBoke18PxVCQLN78rBQI0NAVn2utmKPQkD4U+Olm5RCQPJBz2bVD0NApSxDHOviQkA/xty1hORBQH2utmJ/gUNAHHxhMlXgQkAsZRniWFdCQJZDi2znS0NAr5RliGPlQkBOYhBYOdRCQFdbsb/sJkJA4umVsgxRQ0CF61G4HhVCQAN4CyQoFkNATDeJQWC9QkAhsHJokTVDQC0hH/RsbkJAKH6MuWv5QkDT3uALkwlCQJF++zpwBkNANKK0N/hSQ0DNO07RkURCQJ0Rpb3BT0JApgpGJXUiQkAsZRniWPdCQBKDwMqhbUJA+FPjpZtkQkC4rwPnjBhDQDGZKhiVZEJAkDF3LSGfQkCfPCzUmmZCQEtZhjjWfUNA9dvXgXPWQkBpb/CFyWRDQN21hHzQq0JAPE7RkVweQ0CV1AloIgxDQE2EDU+vtEJAcT0K16NwQ0CQMXctIQ9DQCbkg57NskJAguLHmLteQkDgvg6cM/JCQOPHmLuWyEJABoGVQ4t0QkCk374OnPNBQDojSnuDT0JAz/dT46UjQkCQoPgx5q5CQBdIUPwYI0NAqaROQBMJQkDtnjws1IJCQLu4jQbw/kJArWnecYqWQkBOYhBYOaRDQLKd76fGI0NAaCJseHpNQ0DgnBGlvXlDQESLbOf7CUNAQj7o2awyQ0AE54wo7d1CQM4ZUdobHENA3pOHhVo7QkCsi9toAN9CQK62Yn/Z1UJAak3zjlOkQ0CvlGWIY81BQDGZKhiV3EJAL26jAbzFQ0D7XG3F/npCQFD8GHPX0kFAGw3gLZBIQkB0RpT2Bv9CQFpkO99PRUJAx7q4jQZYQkBYqDXNO75CQOm3rwPntEJAGlHaG3yJQkDGbTSAt4hCQE9AE2HD60FASS7/If1GQ0AFxY8xd3VDQLByaJHtdEJAhXzQs1ldQkBF2PD0StFBQIV80LNZ1UJAVOOlm8RgQkCFfNCzWRVCQMgHPZtVZ0JAx7q4jQb4QkB0tRX7yw5CQKTfvg6cS0JArIvbaAAHQkBuowG8BfJCQOm3rwPnxEJAak3zjlOEQkAIrBxaZDNCQFD8GHPX6kJA/Bhz1xLqQkAp7Q2+MIFDQAYSFD/GxEJAjLlrCflIQkDl0CLb+W5CQJZDi2znk0JAYcPTK2V5QkDzjlN0JK9CQACRfvs6AEJAKcsQx7pIQ0BvEoPAyplCQG3n+6nx+kJAodY07zi9QkDFjzF3LSFDQDSAt0CCokJAFD/G3LUUQkBYqDXNO65CQE5iEFg5JEJA0m9fB84hQ0A3iUFg5chDQMe6uI0GyEJA+u3rwDmTQkAJih9j7qJCQGq8dJMYnEJASFD8GHMXQ0BN845TdKRDQOF6FK5HEUJA8tJNYhCoQkCfzarP1QZEQFZ9rrZiz0JAeAskKH68QkA6kst/SH9CQMe6uI0GaEJAH4XrUbjmQkB9PzVeuolDQA+cM6K0F0NApSxDHOuKQkBPr5RliCtCQPs6cM6IYkNAY3/ZPXmQQkD5D+m3rztCQP2H9NvXQUNA1sVtNICfQkBwzojS3kBCQIcW2c73e0JAqRPQRNiAQkD6fmq8dINDQMbctYR8OENAjNtoAG+ZQkAE54wo7S1CQNQrZRniiENAJJf/kH7rQkB/2T15WDBCQDojSnuDF0JA/yH99nWQQkAyVTAqqQNCQH0/NV66qUNA8IXJVMEoQ0CYbhKDwGpDQOjZrPpcRUJA7Z48LNRqQkBF2PD0SgFDQOxRuB6F40JAWmQ730/9QUCh1jTvOEVCQJ2AJsKGr0NAxm00gLeYQkCh1jTvOMVCQB6n6Egux0JASZ2AJsLuQUDMf0i/fTVCQAskKH6MqUFAhA1Pr5TtQUAep+hILmdDQKYKRiV12kJA4lgXt9EQQ0A+6Nms+gRDQHWTGARWLkJA5WGh1jSfQkCh+DHmrh1DQC0hH/RsjkNAIo51cRv1QkAXt9EA3ipDQNqs+lxtNUNAYTJVMCoZQkBI4XoUrodCQLn8h/Tbb0NAa5p3nKKrQkAkl/+QfktCQCGwcmiRbUJA2qz6XG0NQkA7cM6I0j5CQIbJVMGoRENAm1Wfq63wQUCxv+yePOxCQEymCkYlTUJAFD/G3LVMQkBUdCSX/7hCQHDOiNLeCEJAF7fRAN4SQkAPC7WmeY9CQDQRNjy9ykNALNSa5h3vQUAtsp3vpz5BQJCg+DHmXkJAKcsQx7rwQkDQRNjw9KJCQCDSb18HrkFA4JwRpb2ZQkAOvjCZKihDQET67evAqUJANe84RUc6Q0ATYcPTKyVCQF1txf6y20JA8x/Sb18HQkAtIR/0bN5CQISezarPPUJAzczMzMzEQkDjx5i7lmBDQKyL22gAd0JAQKTfvg4kQ0CeXinLEL9CQEOtad5xUkJAnzws1JoOQ0AhsHJokVVCQOlILv8hJUJAj8L1KFzHQUCe76fGSz9CQI/C9ShcH0JAKqkT0ETQQkAydy0hH/xCQL4wmSoYfUNA8kHPZtU/Q0A4+MJkqjBCQMP1KFyPekJAaW/whcnsQkAmUwWjkopCQLyWkA96ZkJACmgibHgCREDG3LWEfNhBQATnjCjtLUJAiGNd3EY7QkAH8BZIUFxCQCxlGeJYL0NANjy9UpZ5QkDswDkjSsNDQDy9UpYhTkJA7lpCPujJQkBYyjLEsQ5DQEI+6NmsikJAuY0G8BZoQkA7AU2EDS9CQP2H9NvXeUJAZapgVFJPQkAU0ETY8MxCQJF++zpwFkNA6+I2GsCLQkD67evAObNCQI51cRsNcEJAUkmdgCaCQkDKMsSxLrZCQMpUwaik/kFAfT81XrrBQkAm5IOezcJCQHDOiNLeoEJATtGRXP5bQ0AZc9cS8nlCQGEyVTAq8UJA9GxWfa4OQkCFfNCzWS1CQNjw9EpZnkJAUI2XbhJzQ0BGlPYGX/hCQB6n6EguB0NA8WPMXUvIQkBqvHSTGGRCQLwFEhQ/DkNAW7G/7J6kREDNzMzMzARDQLPqc7UVm0JAfT81XroxQkA/NV66SaRCQLbz/dR4aUJAS8gHPZv1QkASFD/G3HVCQLivA+eMgENAF9nO91NTQkD129eBc4ZCQE7RkVz+A0NAkDF3LSHHQ0B56SYxCDxCQN4CCYofI0NARdjw9Eo5QkD5D+m3r2tCQLn8h/Tbh0NAv30dOGdkQkDaG3xhMg1CQI2XbhKDGEJAcayL22jQQUAc6+I2GpBBQMrDQq1pfkJAEhQ/xtz1QkALJCh+jHlCQDQRNjy9ukJADr4wmSqIQkCad5yiI9FCQM3MzMzMTEJAGCZTBaOqQ0BGJXUCmghCQOzAOSNKE0NAokW28/1MQkBuowG8BdpBQLRZ9bnaukJA8fRKWYaIQ0AldQKaCNtCQKjGSzeJSUJAZRniWBfnQkA7cM6I0q5CQEjhehSuZ0JAUwWjkjpRQ0Do2az6XPVCQC/dJAaBJUJAw9MrZRnCQUCTqYJRSX1CQJLLf0i/nUJAvp8aL93UQkDaG3xhMq1CQC7/If32/UJAx0s3iUHoQkB4CyQofuRBQGB2Tx4WwkJAi2zn+6nBQkC4HoXrUchCQKpgVFInYENAbAn5oGfbQkBpb/CFycRCQAisHFpkq0JAp3nHKTrSQ0BUdCSX/3BCQNXnaiv2/0JAB84ZUdqLQkB8YTJVMMJCQNk9eVioPUNAsi5uowG0QkDoaiv2l9VCQGN/2T15QEJA+FPjpZsMQ0DRkVz+Q9pCQPyp8dJNskJAWKg1zTvWQkA/V1uxv+xCQG+BBMWPMUJAke18PzXWQkBHA3gLJKhCQKHWNO84BUJA4lgXt9FwQkBIv30dOH9CQEtZhjjWFUJAGlHaG3yRQkB/2T15WHBCQOPHmLuW8EFAexSuR+HqQkCsHFpkOz9DQFXBqKRO+ENA/yH99nXgQkAofoy5a1FDQGiR7Xw/xUJAUiegibDBQ0BApN++DtxBQIqO5PIfokJAr5RliGOFQkCRD3o2q2ZCQIBIv30dwEJAescpOpKrQkDUmuYdp/BBQPFjzF1LaENAPSzUmuZdQ0AH8BZIUKRCQOf7qfHS5UJAU5YhjnVpQkAhH/RsVr1CQDXvOEVH8kNAq8/VVuz3QUACvAUSFI9CQMWPMXctaUJAexSuR+GaQkCh1jTvOK1CQBlz1xLySUNADk+vlGXYQkCKjuTyH2pDQDarPldbYUJAUkmdgCaSQkAfhetRuG5CQNNNYhBYKUJAorQ3+MJEQkC5/If02/dBQGgibHh6jUJAsi5uowGkQkC7Jw8LtRZCQOXyH9JvJ0JAnKIjufyvQkCfPCzUmqZCQAg9m1Wf40JAh6dXyjJ8QkA4+MJkqrBCQAyTqYJR2UJAqmBUUidAQkCk374OnAtDQFHaG3xh0kJAF9nO91OrQkAoDwu1pllCQEVHcvkPOUJAINJvXweuQkDZX3ZPHk5DQOCcEaW9gUJASFD8GHNvQkAFxY8xd71DQDXvOEVHgkJAI9v5fmpUQ0BN845TdAxDQNlfdk8epkJANKK0N/hCQkBiodY076hCQAWjkjoB/UJADr4wmSq4QkA/NV66SaxCQAyTqYJRkUJAW0I+6NnkQkByio7k8n9CQHh6pSxD1EJArIvbaAD3QkCWsgxxrPNBQA4tsp3vT0JAjErqBDSZQUB5WKg1zSNCQGIQWDm0KENAKVyPwvUIQkD+ZffkYcFCQGZmZmZmdkJAPQrXo3DlQkB88rBQa0pCQArXo3A9ykJAufyH9Nt3QkDl8h/Sb3dCQBsN4C2QWEJArthfdk9uQkAH8BZIULxDQDtwzojSHkJACRueXin7QkC+nxov3bRCQLmNBvAWSENADr4wmSoAQ0CamZmZmUFCQCL99nXgPEJAeHqlLEPkQkACmggbnoZCQLTIdr6fYkJAoImw4emVQkDufD81XspCQAFNhA1P70JAxm00gLfQQkAIPZtVn8tCQJ7vp8ZLf0JAyjLEsS5eQkCUh4Va05RBQHzysFBrUkJAGlHaG3zpQkB+HThnRFFCQOF6FK5HgUJAcvkP6bcHQ0AT8kHPZj1DQOoENBE2/EJAtTf4wmR6QkAZ4lgXt2lDQEHxY8xdM0NAZapgVFL3QkAHX5hMFVxCQB04Z0Rp50FA2/l+ary8QkBqTfOOU/RBQNlfdk8eTkJAIEHxY8zVQkAhsHJokS1CQH0/NV66aUJAUkmdgCbSQkDVeOkmMdhDQK1p3nGKXkJApb3BFybjQkB+HThnRIFCQN6Th4VaA0NA/7J78rBAQkCrPldbsR9DQFTjpZvEyEJAnzws1JreQkCdEaW9wadCQOauJeSDdkNA2V92Tx4+QkB6Nqs+V5tDQC0hH/Rs1kJA30+Nl27qQkAg0m9fB9ZCQBe30QDekkFAFYxK6gSMQkC9UpYhjm1CQL99HThnREJArBxaZDsPQkCyne+nxitCQOjZrPpcDUNAqFfKMsR5QkA4Z0Rpb4BDQPyp8dJNGkJAq8/VVuwfQkARNjy9UiZCQKqCUUmdQEJA3+ALk6liQkDRkVz+Q4JCQJCg+DHmfkNAQYLix5jLQUAaUdobfPlBQNCzWfW5ekNAdZMYBFa2QUAsZRniWE9DQIcW2c73S0JA5BQdyeX3QkCLbOf7qVFCQMsQx7q4jUNAfh04Z0TxQkAVjErqBERDQNPe4AuTKUJAPE7RkVyWQkDXo3A9CudCQHzysFBrYkJABFYOLbIlQ0A4+MJkqihCQATnjCjtTUJAg1FJnYBWQkDBOSNKe7tCQOcdp+hIdkJAcayL22j4QkAU0ETY8IxCQAtGJXUCskJAe4MvTKbCQkDCFyZTBStDQGfV52or5kJAEhQ/xtwVQkDb+X5qvDxDQBkEVg4tkkJANqs+V1tJQkBUdCSX/whCQAK8BRIUV0JACtejcD2aQ0Cu2F92TzZCQHnpJjEI5EJAc9cS8kH/QkBZF7fRAD5DQJf/kH77ykJAqDXNO04JQ0ALRiV1AnJDQOcdp+hIzkJAcvkP6bfnQkBF2PD0SqFCQBHHuriNlkJAkQ96NqseQ0DJdr6fGg9DQFHaG3xhakJAkzoBTYQVQ0CEns2qz4VDQFJJnYAmKkNANe84RUdaQkDOqs/VVlxCQCQofoy5O0NAcoqO5PJvQkBWn6ut2C9DQFRSJ6CJkEJAc9cS8kFPQUAyVTAqqatCQEhQ/Bhzz0JAE2HD0yt1QkBhw9MrZaFCQCxlGeJYP0NASnuDL0xuQkDQs1n1uSpDQPfkYaHWxEJAC0YldQISQ0Boke18P31CQIGVQ4tsT0JASS7/If02QkD0bFZ9rpZCQAdfmEwVdEJAorQ3+MKEQkCF61G4Hj1DQK1p3nGKjkJAXf5D+u0jQ0AUP8bctaxCQFUwKqkT8EJAKe0NvjBZQ0CfPCzUmk5CQDAqqRPQfEJApN++DpwzQkBDHOviNhJCQE5iEFg5hENAOiNKe4NfQkC5jQbwFtBCQD7o2az6pENAdZMYBFZGQ0CyLm6jAQRDQNGRXP5DMkJAryXkg57dQkCYTBWMSppCQN/gC5OpCkJAak3zjlOMQ0Bbsb/snmRCQPhT46WbnEJAFNBE2PBUQ0AfhetRuK5CQFfsL7snV0JAgy9MpgqOQ0DdJAaBlTNCQGIQWDm0mEJAmG4Sg8DSQUAmUwWjkrpBQFr1udqKtUJAo5I6AU2MQkCOdXEbDbBCQCcxCKwc4kJADJOpglFhQ0DsUbgehYtCQHPXEvJBF0JAOwFNhA03QkCV1AloIixDQJJc/kP67UFAa5p3nKITQ0AWak3zjntDQHicoiO5DENAH4XrUbiWQkBEi2zn+8lBQHKKjuTy90FAaCJseHqtQkCn6Egu/9FCQA8LtaZ5L0NAmggbnl45Q0BXW7G/7L5CQAkbnl4pA0RAF0hQ/BgzQUA+eVioNfVCQFUwKqkT4EJA3GgAb4H8QkAzMzMzM9tCQG1Wfa62KkNA6gQ0ETb0QkACmggbng5CQFOWIY51GUNAqoJRSZ2YQkC5/If02+9BQCL99nXgxEJALbKd76fuQkCh1jTvOA1DQJEPejarzkFAumsJ+aAvQkCwA+eMKJ1CQNV46SYx2EJATtGRXP7LQkBcIEHxY4xCQHGsi9toYEJA8KfGSzf5QUDo2az6XH1DQDy9UpYhfkJAvp8aL91UQkAHX5hMFXRCQOVhodY0v0JAZohjXdwGQ0A51sVtNDBDQGgibHh6JUNA4QuTqYKBQkBE+u3rwEFCQPcGX5hM7UJA/yH99nXwQkCxv+yePDRCQINRSZ2AZkJA6bevA+dsQ0CR7Xw/NeZCQCQofoy5Q0JAdQKaCBs+QkBLyAc9mwVDQKYKRiV1ykNAz2bV52obQ0B2cRsN4A1DQM9m1edqa0JA7MA5I0oDQkAtsp3vp55CQGb35GGhPkJARGlv8IVxQkDoaiv2l0VCQFJJnYAmEkJAINJvXwf2QUAijnVxGwVCQKyL22gAT0FAtaZ5xynaQkBrK/aX3QNDQLprCfmgF0JAB84ZUdobQkD8GHPXEqpCQL7BFyZTzUJABaOSOgEdQ0DTvOMUHdFCQCZTBaOS4kJA+aBns+qTQkDFILByaNlCQJSHhVrT3EJA+u3rwDm7QkC6SQwCK/9CQEI+6NmsEkJA7C+7Jw+7QkCIhVrTvINCQAFNhA1PX0NANBE2PL3aQkD/If32dZhCQBueXinLAEJAd76fGi/9QUB+HThnRFFCQM4ZUdobDENADi2yne93Q0CP5PIf0udCQNbFbTSAr0FATKYKRiV1Q0C5jQbwFoBCQG+BBMWP0UFAi/1l9+QBQ0AMAiuHFjlDQLPqc7UVe0NAH/RsVn1OQkCTGARWDn1CQFD8GHPX+kJAHVpkO99XQkBSSZ2AJjJDQHZxGw3gXUJAeVioNc3DQkBos+pzte1CQGx4eqUsA0NAhslUwajcQUDV52or9tdCQKabxCCw2kJAFmpN847LQkCWIY51ceNCQNlfdk8eHkJApN++Dpy7QkB8YTJVMDpCQJ5eKcsQL0JA46WbxCAgQkDcRgN4C2RCQC/dJAaBxUJAbef7qfGSQkCR7Xw/NWZCQNcS8kHPnkJAS8gHPZsVREBTBaOSOklCQLFQa5p3XEJAI9v5fmp0Q0BGJXUCmoBCQLPqc7UV20JACRueXikzQ0B6pSxDHFtCQLByaJHt7EFA3pOHhVqzQ0Bhw9MrZSlDQFRSJ6CJwEJAaCJseHpVQkC4rwPnjDBCQNjw9EpZxkJAn82qz9UOQkAdOGdEaQdDQPXb14FzrkJAiPTb14HjQkCze/KwUCNDQNbFbTSAr0JA0LNZ9blyQkC1N/jCZKJCQLprCfmgZ0JA07zjFB15QkBZF7fRANZCQOC+DpwzEkJAPE7RkVzeQkA9m1Wfq21DQHS1FfvLhkJAWmQ730/VQkADCYofYwZDQIXrUbgedUJApU5AE2GjQkBU46WbxCBDQFioNc07DkJAW0I+6NkEQkCGONbFbaRCQFK4HoXrAUNAxm00gLd4QkC1pnnHKQJCQKrx0k1icEJAYVRSJ6ARQ0ADCYofY2ZCQOjZrPpcXUJAfPKwUGsqQ0B/arx0k8hCQFvTvOMU3UJAKVyPwvVwQkDKVMGopIZCQJ0Rpb3BR0JAcT0K16MAQkAzxLEubstCQDC7Jw8L7UJAIo51cRs9Q0BwXwfOGRFDQHL5D+m3f0JAJXUCmgizQ0BbQj7o2cxCQPXb14FzlkJA1QloImyAQkAoDwu1pslCQDojSnuDZ0JAeVioNc1jQkCsHFpkO3dCQDm0yHa+/0JAorQ3+ML8QUCvlGWIY71CQNEi2/l+UkJABFYOLbLVQkC+nxov3exDQLhAguLHAEJA8BZIUPwoQ0CneccpOipDQHEbDeAtKEJAETY8vVLmQkBCz2bV53pCQBiV1AlokkJAgnNGlPZOQkDVeOkmMfBCQEYldQKaqEJAduCcEaU1QkAHX5hMFWxDQJHtfD81tkFALNSa5h3/QkCGONbFbXRCQGwJ+aBn60JA2c73U+O9QkCneccpOjpCQFHaG3xhUkNAUWuad5wCQ0DnjCjtDeZCQMGopE5Ai0JA1zTvOEVXQkDChqdXyrJCQEtZhjjWtUJAr5RliGN9Q0AbL90kBslCQL6fGi/dVEJAcoqO5PKnQ0D5oGez6pNCQP+ye/Kw+EJA4C2QoPiBQ0ARNjy9UpZDQDqSy39IN0JAc2iR7XwfQkCrz9VW7LdCQIEmwoanz0JAHcnlP6RXQkBWn6ut2NdCQDLmriXks0JABOeMKO1dQkB1kxgEVn5CQPhT46Wb3EJAnl4pyxBXQ0DA7J48LLRCQOm3rwPnTEJAih9j7lqiQkDcRgN4CxRCQJJc/kP6FUNAYOXQItthQkBxGw3gLShCQOAtkKD4AUNA4L4OnDPiQkBxGw3gLVBDQB3J5T+kV0NAIv32deCcQUAT8kHPZkVDQHNoke18l0JA8BZIUPzgQ0DecYqO5EJDQK62Yn/ZVUNAxSCwcmgJQ0AnwoanV8JCQNc07zhFH0NA+8vuycOCQkA8vVKWIZ5CQDj4wmSqaEJAnRGlvcFHQkCL/WX35NFCQJwzorQ34EFAEFg5tMg+QkDVeOkmMahCQJf/kH77EkJAAAAAAACAQ0CjkjoBTdRCQMoyxLEubkNAMEymCkbFQkCTqYJRSS1DQMP1KFyPIkJA9ihcj8KNQkCwcmiR7fxCQLfRAN4CcUNAHqfoSC7HQUA/xty1hCRCQHxhMlUwakJAYqHWNO+QQkBO0ZFc/ltCQAIrhxbZtkJAnMQgsHIoQ0BmiGNd3OZCQCGwcmiRxUJADwu1pnm3QkCLbOf7qflBQMHKoUW2U0JAz/dT46VbQkAydy0hHzxEQO/Jw0Kt4UJAjErqBDQBQ0AH8BZIUDRCQLaEfNCzeUJA46WbxCC4QkAE54wo7XVCQI51cRsNyEJA4JwRpb1BQkBmZmZmZsZCQMRCrWneGUJASFD8GHO/QUB4eqUsQ5RCQPmgZ7Pqm0JABhIUP8ZUQkAAAAAAAMBCQHQkl/+QdkJA6Nms+lxtQkD3Bl+YTD1CQGQ730+Nv0JAxty1hHxgQkBvEoPAyqlCQPLSTWIQ2EJAtRX7y+4BQkA3iUFg5eBCQAYSFD/GJENAHOviNhqgQkCKH2PuWhpDQDC7Jw8LJUNAImx4eqXMQ0ALtaZ5x/lCQNO84xQdUUNANqs+V1sJQ0BkO99PjRdCQINRSZ2AZkJA4QuTqYLxQkB90LNZ9TFDQAfwFkhQvEJA6SYxCKycQkC62or9ZWdCQIJzRpT2dkJAPSzUmuYlQ0AmUwWjkhJCQAWjkjoB3UJAduCcEaW1QkBtxf6ye8JCQFdbsb/sTkJAn6ut2F+2Q0CRfvs6cI5CQAkbnl4p+0JAqFfKMsRJQ0DGbTSAt4BCQO0NvjCZ8kJAfh04Z0QJQ0BZF7fRANZBQOAtkKD4eUJAAd4CCYp3Q0DeAgmKH0NDQMGopE5A80FAS+oENBGuQkA0ETY8vRJDQBgmUwWj8kJAB/AWSFCUQ0AW+8vuyUNDQNXnaiv2l0JA2V92Tx6uQUBzaJHtfL9CQC6QoPgxFkJAxY8xdy3pQ0DV52or9i9CQBsN4C2QmEJAGQRWDi1qQ0BO0ZFc/gtDQJoIG55eaUFAyeU/pN+uQkD5oGez6uNCQPkP6bevu0FAS1mGONb1QkCDwMqhRb5CQC/dJAaBzUJA9P3UeOk+Q0Di6ZWyDIFCQBZqTfOOO0JAwTkjSnszQkDvOEVHcoFCQMP1KFyPikJARdjw9EqpQkBZhjjWxRVDQJ+rrdhfZkJA/fZ14Jy5QkDXNO84RW9CQL6fGi/dvEJAYhBYObTgQkB1ApoIGx5CQCsYldQJWEJAl/+QfvtCQ0ASg8DKoQVCQHlYqDXNa0NAi2zn+6kBQ0CSXP5D+qVCQOtztRX7y0JAEce6uI2GQkCad5yiIxlCQB4Wak3z3kJAvp8aL92MQkAdWmQ73z9DQH0/NV66qUJAejarPlebQkB8YTJVMCpDQMe6uI0GMENAz2bV52rzQkDwFkhQ/MBCQPVKWYY4HkNAih9j7loyQ0BlqmBUUidCQJEPejarBkNA0LNZ9bmqQkCIhVrTvHtCQD0s1JrmfUJA30+Nl25iQkCPU3Qkl/dCQIzbaABvUUJA8fRKWYYAQ0BL6gQ0EdZCQA6+MJkqmEJAVTAqqRMwQkAg0m9fBzZDQFwgQfFjBEJAcF8HzhnJQkAW+8vuyaNCQF8HzhlRIkJA2PD0SlmmQkC94xQdyUVCQL3jFB3JPUNAbcX+snu6QkCXkA96NjNDQL4wmSoYNUNALUMc6+JuQ0AMk6mCUSlDQIV80LNZXUNAat5xio5MQkADeAskKNZCQIPAyqFF9kNA3bWEfNC7QkC8BRIUP2ZBQOlILv8hTUJADwu1pnlPQkBB8WPMXUNCQB4Wak3ztkJAkzoBTYQVQ0D8GHPXEsJBQOPHmLuWeEJAeqUsQxwLQkBAE2HD00tCQCJseHqlZEJA1xLyQc92QkBvgQTFj9FCQHE9CtejoEJA+THmriV0QkARx7q4jWZBQMl2vp8ap0JANe84RUdqQkC7Jw8LtQ5DQFuxv+yeTEJAC0YldQIaQ0DBOSNKe3NDQEi/fR04/0JAMQisHFoEQ0A8TtGRXP5CQJvmHafoGENAGQRWDi3KQkBpb/CFyWRCQLx0kxgEFkJARPrt68ApQkAPC7WmeS9CQF5LyAc900JAXdxGA3jjQkC6awn5oOdCQH4dOGdEeUJAjNtoAG9pQkAy5q4l5MtBQPfkYaHWzEFAJuSDns3iQkCR7Xw/Nd5CQAYSFD/GtEJAMZkqGJWMQkALtaZ5xyFCQPOOU3Qk30FA5x2n6EhmQkA17zhFR3pDQHE9CtejwEJApU5AE2ErQkBeukkMAlNDQIbJVMGoLEJAnl4pyxBHQ0BNhA1Pr7RCQKvP1Vbsp0JAZRniWBffQkDP91PjpatBQKyL22gAj0JATDeJQWAtQ0AGEhQ/xnxCQAaBlUOLzEJAYcPTK2VRQkB4CyQofmRCQL1SliGOBUNAsb/snjy8QkBVMCqpE6BDQNV46SYxWEJAWmQ7309NQkACmggbnvZCQDPEsS5u80JAsHJoke08Q0DT3uALk5FDQE0VjErqFEJAMLsnDwv1QkCNl24SgzhCQB3J5T+kV0JAiIVa07ybQkAyVTAqqVNCQDAqqRPQvEJAUkmdgCYCQkD5MeauJbRCQOviNhrAs0JAKA8LtaYpQkBtxf6ye3pDQBTQRNjwTEJA7lpCPugBQkDuWkI+6IFCQISezarP5UJAWmQ7309lQkCP5PIf0j9CQMrDQq1pJkJADk+vlGVwQ0Csrdhfdj9DQD0K16Nw7UJAJCh+jLkTQkB8YTJVMMJBQFyPwvUoBENA7zhFR3JxQkBb07zjFPVCQJHtfD819kFA8tJNYhDAQUC3Yn/ZPZFCQE9AE2HDI0JAmggbnl5xQkDcRgN4C6xCQPH0SlmGGENA1zTvOEW3QkAdWmQ739dCQCBj7lpCnkJAWYY41sXFQkDgvg6cM6JBQNO84xQdCUJAyJi7lpC3QkDG3LWEfIBCQOcdp+hIRkNAXwfOGVGKQkA17zhFR5pCQKRwPQrXE0NAjSjtDb44Q0Djx5i7ltBBQOlILv8hxUJAs3vysFCLQkCTqYJRSV1DQKMjufyHlEJAhA1Pr5T9QkCfq63YXx5CQNiBc0aUpkJAB1+YTBV0QkDDZKpgVPpCQJyiI7n8/0JAarx0kxiUQkCdEaW9wR9CQO5aQj7oeUJAXdxGA3jTQkBQjZduEstCQCPb+X5qbENAHHxhMlWIQkAqOpLLf6hCQKjGSzeJWUJAZF3cRgNIQkBtxf6yexpCQMl2vp8a70JAHhZqTfNmQ0B8YTJVMAJDQO/Jw0KtEUJAX5hMFYyiQkAOLbKd769CQOjZrPpcPUJAr5RliGMVQkCF61G4Hm1CQEvqBDQRnkJAdZMYBFZWQkAldQKaCINDQHe+nxovrUNAnMQgsHLAQkADeAskKIZCQDhnRGlvqEFAE/JBz2btQkCNl24SgzhDQFR0JJf/UEJAdy0hH/QMQ0B7gy9MpjpCQM07TtGRxEJA9dvXgXOeQkBaZDvfT2VCQIqO5PIfkkJAOwFNhA3fQkDZX3ZPHv5CQPJBz2bV/0JAio7k8h9yQkBfB84ZUUJCQKs+V1uxv0JAwhcmUwXLQUAQWDm0yL5CQBWMSuoE9EJA0ETY8PTiQkAnoImw4ZlCQA5Pr5Rl6EJAbVZ9rraKQkDcRgN4C5xCQPYoXI/CvUJAEHo2qz5/QkA6I0p7g1dCQAn5oGez8kFA5IOezar3QkCTGARWDp1DQGaIY13cjkJABOeMKO2FQkBGtvP91GhDQJeQD3o2G0NAFR3J5T/cQkAH8BZIUJxCQF66SQwCA0JAzhlR2hscQkAgQfFjzPVBQOeMKO0NZkJAS8gHPZu1QkCKsOHplVJCQJeQD3o2m0JAxf6ye/LYQkAN4C2QoKhCQHzysFBrWkJA+8vuycOyQkBcj8L1KBxDQNQrZRniKENAVg4tsp0nQkAW+8vuyVNDQOLplbIMkUFA8fRKWYZoQkByio7k8k9DQHEbDeAtWEJAhXzQs1mFQkAzxLEubvtBQK8l5IOePUNAkKD4MeaWQkBR2ht8YXJDQLTIdr6fekJAEce6uI0OQ0DT3uALkyFCQCuHFtnOn0FANs07TtFxQ0Ck374OnPtBQMrDQq1p/kFAwFsgQfGzQkDImLuWkN9CQNNNYhBY6UFAa5p3nKKzQkDvycNCrZFCQJ+rrdhfjkJA2ht8YTJdQ0DgLZCg+LFCQL7BFyZTpUFALGUZ4lgXQkCrPldbsa9CQN6Th4VaC0RArrZif9mFQkC0yHa+n7pCQB6n6EguR0JANe84RUdyQkBMN4lBYGVCQJT2Bl+YZEJAf2q8dJMwQkA/xty1hIxBQBKDwMqhBUNAPE7RkVwmQ0CVZYhjXbRCQO/Jw0KtqUJAPL1SliGWQkAHX5hMFQxDQIBIv30dMENAAU2EDU+vQkALRiV1AiJEQP+ye/Kw2EJAYHZPHhZaQ0DufD81XtpCQNUJaCJs2ENAGsBbIEF5Q0BqTfOOU/xCQGQ730+N50NAMCqpE9AUQ0Ctad5xiu5CQAKaCBue5kJAnKIjufwXQkAhH/RsVkVCQOauJeSDzkJAu7iNBvBGQ0A1XrpJDLpCQDarPldbGUNA+THmriXEQkAJ+aBns4JCQOwvuycPU0JAuB6F61GAQ0DV52or9sdCQD7o2az6TENA9UpZhjhWQUBYqDXNOy5CQClcj8L1YENA7uvAOSOSQkBrmnecoiNDQFYOLbKdV0JATYQNT690Q0AOT6+UZWhCQOqVsgxxvEJA/yH99nXgQkBLyAc9m5VCQPMf0m9fd0NAke18PzVWQ0ASFD/G3E1CQBSuR+F6PENAtFn1udqqQkCvJeSDnsVCQLKd76fGg0JAke18PzUeQkA6kst/SAdCQFuxv+yehEJAIGPuWkJeQkCad5yiI+FBQCsYldQJYENAcT0K16O4QkBPHhZqTcNCQET67evAcUJA1edqK/YPQkBqvHSTGAxCQJhMFYxKikJANxrAWyARQkBeukkMAjtCQDj4wmSqYEJAowG8BRJkQkDxY8xdS1BDQOoENBE29EJA8tJNYhCgQkCL/WX35NlCQA5Pr5RlSENAaLPqc7XNQkBoImx4ek1CQIts5/upiUNAI9v5fmp0QkAZBFYOLaJCQMBbIEHxw0JAayv2l93bQUAnwoanV2JCQIxK6gQ0UUJAwFsgQfGTQUAlBoGVQ+NBQHQkl/+QTkNAxty1hHyIQkAEVg4tsnVCQJp3nKIjqUJA/kP67euoQkCbVZ+rrYhDQLmNBvAWAENArfpcbcXeQkBtVn2utmpCQE7RkVz+80NAd76fGi99QkBLWYY41m1CQN0kBoGVU0JA93XgnBFFQkBR2ht8YdJCQM4ZUdobtENAz/dT46XzQkAyVTAqqRtCQNuK/WX3REJA1sVtNIDHQkAzxLEubjtCQFpkO99PrUJA1sVtNIDnQkBUdCSX/1hCQA+cM6K0/0FA7nw/NV4qQkCTGARWDlVCQOXyH9Jvb0JAnMQgsHLYQkASpb3BF15DQPJBz2bVJ0JAdQKaCBtOQkDjpZvEILhCQG+BBMWPsUJACyQofoyBQkB4nKIjuQRDQGN/2T15QEJAMzMzMzMjQkBGJXUCmghDQFUwKqkTKEJAQBNhw9N7QkCBJsKGp39CQIV80LNZhUNAXf5D+u2zQkA/xty1hAxCQK+UZYhjdUJAkzoBTYTNQkDOGVHaG2xCQHE9CtejsEJAkxgEVg71QkCGWtO840RDQCuHFtnOh0NAsp3vp8YbQkD4wmSqYKxCQLmNBvAWmEJAv30dOGc8QkB9rrZif9lBQEI+6Nms6kJAOiNKe4PnQUDqlbIMcZxCQDsBTYQNf0JApgpGJXWKQkDLEMe6uDVCQME5I0p7o0JAGXPXEvJpQkA5tMh2vudBQLaEfNCzyUJAs+pztRWLQkDkFB3J5adCQIZa07zjxEJAdZMYBFbuQkCPwvUoXLdCQCEf9GxWlUJA097gC5MJQ0DMXUvIB11CQPCnxks38UFA5IOezaovQkBHA3gLJPBCQK+UZYhjBUFAGXPXEvLZQkCe76fGS89BQFInoImwkUJAbqMBvAWSQkDUK2UZ4lBCQHS1FfvLJkJALNSa5h1HQ0AB3gIJih9DQJ0Rpb3BT0JACD2bVZ/TQkAJG55eKRNDQBWMSuoELENAHcnlP6SXQkD5MeauJQRDQMuhRbbztUFA/Yf029cpQkAdWmQ733dDQA3gLZCgAENAA3gLJCi2QkBrK/aX3WtCQHgLJCh+REJALGUZ4liHQkCZKhiV1JlCQF3+Q/rt+0JAkKD4MebmQkBZF7fRAP5CQKH4MeauFUNAmN2Th4USQ0C+MJkqGKVBQIQNT6+UJUNAIo51cRs1Q0AldQKaCLtCQF+YTBWM0kFAnRGlvcG3QUABTYQNTy9DQF5LyAc9s0JAiPTb14FLQkAp7Q2+MBFCQNiBc0aUBkNAKjqSy3/oQkDgLZCg+MlCQCPb+X5qFENAAU2EDU+nQkC6awn5oBdDQACRfvs6IENAjnVxGw0gQkBSJ6CJsOFCQCsYldQJgEJAPnlYqDWtQkB3LSEf9CRDQHnpJjEInEJA5fIf0m9HQkCPwvUoXI9CQEoMAiuHfkJAryXkg571QkA0orQ3+MJCQF66SQwCI0JAZDvfT42XQUCDwMqhRYZDQNzXgXNGfEJAa5p3nKKrQkCamZmZmXFCQHbgnBGl/UJAHOviNhqAQkDQRNjw9KpCQLG/7J48XEJAldQJaCJ0QkBZhjjWxWVDQNBE2PD06kJAFR3J5T/UQkAbnl4py4BCQAskKH6M8UJAwaikTkDLQkDy0k1iEIBDQBpR2ht8qUJAMQisHFqkQkCoxks3idFCQH/7OnDOmEFArrZif9klQkB56SYxCJRCQJF++zpwhkJAhlrTvOPMQkCuR+F6FGZCQNGRXP5DmkNAK/aX3ZMPQkB0RpT2BodCQMe6uI0GWENAyAc9m1V3QkCamZmZmWlCQMxdS8gHfUJAn6ut2F/eQkAj2/l+arxCQA5Pr5RluEJAtaZ5xykaQ0DswDkjSnNCQD0s1Jrm9UJAZMxdS8h3QkB+jLlrCTFCQKhXyjLEMUNAB/AWSFBkQkD7XG3F/mJCQC7/If323UJApSxDHOuSQkDSAN4CCWpCQBBYObTIPkNAHThnRGnPQkAAb4EExd9BQFOWIY51gUJAnzws1JoOQ0BSJ6CJsKFCQAK8BRIUb0JAsi5uowHcQkASFD/G3A1DQL3jFB3JZUJA3bWEfNDjQkBKDAIrh7ZBQMpUwaiktkJAZMxdS8iHQkDqBDQRNqxCQK5H4XoURkNA+1xtxf7qQkAaUdobfIFDQEymCkYlDUJARiV1AprYQkABTYQNT19CQC7/If32pUJAak3zjlN0QkD4wmSqYPxCQApoImx4WkJARwN4CyQQQkDx9EpZhrBCQOLplbIMqUJAOdbFbTQwQ0AsZRniWA9DQBkEVg4tokFAX5hMFYzSQkA4+MJkqjBCQIGVQ4tsl0NAzH9Iv32dQ0Cad5yiI0lDQFCNl24Sw0FASS7/If2uQUDD9Shcj/pBQFkXt9EAhkJAFvvL7slbQkDi6ZWyDAlDQHRGlPYGf0NA2c73U+N1QkBVwaikTjhCQLhAguLHMENAfa62Yn8pQ0AgQfFjzDVCQMGopE5Am0JAC0YldQLiQkCmm8QgsJJCQMgHPZtVX0JAnMQgsHKwQUAKaCJseDpCQN9PjZduEkNA1zTvOEU/QkBpb/CFyaRCQKMjufyHjEJAYqHWNO9gQ0DmriXkg+5CQDarPldbcUJA5BQdyeU3Q0Bm9+Rhob5CQJqZmZmZQUJAhslUwah8QkAK16NwPQJDQBsN4C2QoEJASZ2AJsImQ0CKH2PuWgJDQHL5D+m3j0JAD5wzorQHQkB5WKg1zXNCQMRCrWneEUJAApoIG57OQUAVjErqBLRCQG3n+6nxAkNAwTkjSnvzQkC5/If02y9CQK8l5IOeRUJA097gC5OBQkCWQ4ts55tBQIQNT6+U7UJAdk8eFmrlQkDPZtXnastBQCNKe4MvHENA1XjpJjG4QkBy+Q/pt39DQLyWkA96xkJAsi5uowFcQkBsCfmgZ6tCQCDSb18HLkJAfoy5awlJQ0B6xyk6kgtCQOkmMQisFENABoGVQ4uUQkAU0ETY8DRCQG8Sg8DKcUJA6Ugu/yGFQkAdWmQ73wdCQLG/7J48ZEJAF7fRAN6CQkCPwvUoXGdCQLyWkA96TkJA3bWEfNCbQkAy5q4l5OtCQET67evA6UJAV1uxv+wWREAijnVxGwVDQBZqTfOOc0NAKcsQx7rQQkClTkATYWNDQLWmeccpakNAJXUCmggrQ0AX2c73U1NCQDC7Jw8LfUJAW0I+6NnkQkCEns2qz31CQHPXEvJB90FAyXa+nxrXQkDRkVz+Q0pDQDSAt0CCUkNAppvEILACQ0BuowG8BdpCQELPZtXn+kJA2IFzRpT+QkAPnDOitF9CQNNNYhBYGUJA1sVtNICnQkDG3LWEfNBCQCqpE9BEKEJAwOyePCx8QkAijnVxG7VCQKmkTkAT6UJAuycPC7W2QkD/snvysKhCQPaX3ZOHJUNAKjqSy39IQkAhH/RsVrVBQFFrmnecIkJA7nw/NV7SQkBEaW/whYlCQMPTK2UZwkJAkKD4MeaGQkDZzvdT421CQJeQD3o2E0NAUwWjkjrZQkBFR3L5D/lCQMSxLm6jgUJAIR/0bFZVQkDYgXNGlM5DQFyPwvUo1EJAPZtVn6tdQkA5tMh2vsdCQGgibHh6TUJAwoanV8rqQkAOvjCZKoBCQIbJVMGoZEJA3nGKjuSqQkAv3SQGgQ1CQBIUP8bczUJA1zTvOEV3QkCdgCbChidDQDXvOEVHSkNAQ61p3nHCQkCL/WX35DFCQLAD54woJUNAdCSX/5A2QkB0tRX7y05CQAu1pnnHoUJApSxDHOsKQ0ASFD/G3D1CQHh6pSxDrEJA48eYu5bAQkDEsS5uo6FDQOm3rwPnhEJAeJyiI7nsQkCSy39Iv51CQC7/If32VUNAmG4Sg8DqQkAHX5hMFcRCQB4Wak3zDkNAXdxGA3jrQkB4eqUsQzRCQCKOdXEbPUJANs07TtF5QkD9h/Tb1ylDQEa28/3UWERAfh04Z0RBQkC0WfW52tpDQFjKMsSxLkJA9UpZhjgmQ0ADCYofY55DQHuDL0ymMkJA4L4OnDOiQkAE54wo7dVCQK+UZYhjDUJA8fRKWYYQQ0D0/dR46S5DQFvTvOMUrUJAWDm0yHZWQkA5RUdy+a9CQMsQx7q4rUJAaLPqc7X1QUADeAskKG5DQAkbnl4pi0NAAAAAAABQQ0CyLm6jAQRDQIGVQ4tsB0NA48eYu5ZIQkDTvOMUHfFCQJ5eKcsQn0JA1zTvOEUnQ0DTTWIQWBlCQGWqYFRSr0JAsAPnjCglQ0AxCKwcWjRDQFvTvOMUpUJAXW3F/rLbQkDD0ytlGcpDQNUJaCJsKENAiIVa07yDQ0CxUGuad/RCQAskKH6MCUNAQmDl0CJjQkBGJXUCmnhCQNQrZRnigEJAJlMFo5IKQ0A2qz5XWwlDQMPTK2UZYkJABFYOLbIFQ0DMXUvIB9VCQEoMAiuHVkJAsVBrmne0QkD8qfHSTYpCQK5H4XoUvkJAkzoBTYStQkCDL0ymCpZCQNJvXwfOIUJAn6ut2F+OQkDvycNCrRFDQBNhw9MrnUNAJ8KGp1dCQ0Dgvg6cM6pCQLG/7J48fEJAhslUwaikQkAi/fZ14CRDQLUV+8vu2UJAjErqBDQZQkB7FK5H4bpCQPT91HjpVkNAlWWIY12MQkBPHhZqTftBQMgHPZtVp0JA2V92Tx7uQUBPr5RliMtCQGPuWkI+oEJAPZtVn6sNQ0DpSC7/IYVCQGRd3EYDiEJAR3L5D+m/QkCneccpOiJDQBWMSuoEdEJAiUFg5dD6QUAQWDm0yH5CQAmKH2Pu2kJAj+TyH9LXQkD2l92Th7VCQNIA3gIJCkNAAiuHFtmuQkCyne+nxltDQNIA3gIJ2kJAIGPuWkKWQkDKMsSxLt5CQDeJQWDlOENA+u3rwDk7Q0CdgCbChldDQLpJDAIrJ0NABTQRNjwlQ0BeukkMAttCQE7RkVz+s0FAuECC4sf4QkB90LNZ9WFDQNlfdk8e3kFAF7fRAN4CQ0AvbqMBvJVCQFfsL7snp0JAxty1hHwYQ0AIrBxaZNtCQG/whclU4UJAMZkqGJW8QkBSuB6F6yFDQNv5fmq81ENA1sVtNIBvQkB4CyQofsxCQAfOGVHaI0NA4zYawFsAQkCJ0t7gC5NCQJyiI7n8d0JApb3BFyaDQ0DZPXlYqH1CQCntDb4wEUNAsHJoke3cQkAUP8bctexCQGZmZmZmZkNAvJaQD3omQ0ANcayL27BCQGPuWkI+EENAWDm0yHZOQkBaZDvfT5VCQD55WKg1FUNAfh04Z0QRQkDImLuWkEdDQCNKe4MvPEJA4umVsgwZQ0D9h/Tb1zFCQAdfmEwVVEJAmEwVjEqSQkA1XrpJDApDQGZmZmZmZkJAE2HD0ys1Q0DOiNLe4JNCQDBMpgpGDUNAW0I+6NlsQ0Bos+pztY1CQDMzMzMzI0NAcoqO5PLPQkAqOpLLf/hCQFOWIY51UUJAOiNKe4PXQkAp7Q2+MIFCQPrt68A5S0JAUiegibDBQkDHSzeJQUhDQOQUHcnld0JA6pWyDHEEQ0DTTWIQWJlCQLx0kxgE1kFAm+Ydp+iYQkCSXP5D+mVCQG+BBMWP+UJAuK8D54wgQ0C/fR04Z3xCQNDVVuwvS0NA1zTvOEXvQkDYgXNGlKZCQOELk6mC0UJAexSuR+EiQ0Dl8h/Sb3dCQNGRXP5DokJAEce6uI2GQkDHKTqSy19CQMSxLm6j4UJAJ6CJsOEpQ0CfzarP1f5CQOtztRX7k0JAat5xio6cQ0Cz6nO1FZtCQBgmUwWjKkNA8x/Sb1+nQ0ArhxbZzrdBQMZtNIC3cENAXI/C9SjcQUBIUPwYc/dBQHZxGw3gLUJAHHxhMlWoQkDOGVHaG2RCQOLplbIM2UJAeAskKH6EQkBL6gQ0EfZBQNxGA3gLVEJAH4XrUbheQ0BPHhZqTfNCQC7/If32jUJAAiuHFtl2QkC/DpwzouxCQGWqYFRSv0JA+aBns+obQ0DWVuwvu69CQIenV8oyjEJAJCh+jLn7QkC1pnnHKVJDQMUgsHJooUFAUdobfGGKQkBNFYxK6txDQJm7lpAPgkNAEqW9wRfuQkBVMCqpE+hCQHGsi9to8EJABOeMKO2tQUAQ6bevAx9CQKhXyjLEAUNAdy0hH/T8QkAzxLEubqNCQD55WKg1ZUNA3gIJih9LQkCz6nO1FZNCQIqO5PIfSkJAkQ96NquOQkDA7J48LJRCQJm7lpAPokJAg8DKoUU2QkCV1AloIhxDQMsQx7q4lUJARUdy+Q9hQkAU0ETY8KRDQEOtad5xakNA3NeBc0YEQ0BfKcsQx4JCQBsN4C2QCEJApgpGJXUiQ0A0ETY8vWpDQCgPC7WmeUJAZapgVFIHQkB8YTJVMBJCQFr1udqKBUJAkQ96Nqv+QkAy5q4l5MNDQEJg5dAii0JARGlv8IUBQ0Atsp3vp4ZCQGfV52orrkJAuK8D54y4QkDcaABvgcRCQOXyH9JvN0NALGUZ4linQkCoNc07TjlCQLG/7J48fEJA9UpZhjgGQ0B3LSEf9KxCQD2bVZ+rdUNAl/+QfvsCQ0D0bFZ9ru5CQOLplbIM+UFAuB6F61EAQ0C8dJMYBA5DQD9XW7G/NEJALUMc6+KmQkA9LNSa5tVCQOf7qfHS/UJA2/l+arz8QkCwcmiR7exCQJYhjnVxs0JA/Bhz1xJyQkAv3SQGgdVBQGpN845TFEJAZMxdS8i/QkCDL0ymCv5CQHo2qz5X40FAQj7o2axCQkDlYaHWNEdDQMdLN4lByEJAjgbwFkioQkCSXP5D+kVDQNxoAG+BzEJAejarPlcTQkDDZKpgVJJDQBTQRNjwFENAswxxrIuTQkDUmuYdp2BDQL4wmSoYVUNAgQTFjzHnQkCuR+F6FCZDQJkqGJXUcUNAzH9Iv33NQkB3LSEf9ARCQB1aZDvfB0JAMuauJeTjQkCsi9toAI9DQGB2Tx4WGkJA4lgXt9HYQ0A0ETY8vXpCQBkEVg4tokJADeAtkKCgQ0Byio7k8idCQKpgVFInyEJAdCSX/5DmQkCuR+F6FP5CQFMFo5I6cUJAMzMzMzMzQkCxv+yePMRCQMDsnjwsXEJAswxxrIurQkA5RUdy+VdCQFTjpZvE6EJA+MJkqmBEQ0CitDf4wrxCQDJVMCqps0FA8IXJVMHAQkAijnVxG+1CQP5l9+RhSUNA5IOezaqPQkBVwaikTmBCQFmGONbFRUNA7uvAOSPyQkAZ4lgXt3lCQLMMcayLm0JAH/RsVn0+QkAQejarPu9CQOPHmLuWMEJAg1FJnYDOQ0Cxv+yePDxDQLaEfNCz8UJA5BQdyeXHQkBdbcX+smNCQHBfB84ZwUJAWmQ7308tQkAzxLEubsNCQA1xrIvbmEJAvHSTGAR2QkBCYOXQIoNCQHKKjuTyj0JAf2q8dJN4QkDuWkI+6MFCQAMJih9jNkJAUdobfGHiQkBGtvP91MBDQNNNYhBYMUNAzqrP1VZ0QkDWxW00gAdDQIMvTKYKTkJA9UpZhjj+QkAHzhlR2nNCQGEyVTAqGUNA4JwRpb0xRECX/5B++xpCQBTQRNjwxEFAdQKaCBuuQkDLoUW286VCQHPXEvJB70JA2PD0SlkOQkCjkjoBTRRCQJMYBFYOtUNAw2SqYFQSQ0AmUwWjklJCQM9m1edq20JAOPjCZKrQQkC+MJkqGEVCQCV1ApoIQ0JAj1N0JJcfQ0Ch+DHmruVBQAK8BRIUl0JA48eYu5ZQQkDarPpcbdVCQMWPMXctIURAWYY41sXdQkALtaZ5x5FCQOM2GsBbMEJA78nDQq2xQkDSAN4CCapCQNUJaCJs8EFAfGEyVTAKQ0Ai/fZ14JRCQG8Sg8DKOUJAfa62Yn+RQUAy5q4l5NtCQPKwUGuaR0NAJCh+jLkjQ0DFILByaMlCQIMvTKYKHkNAkDF3LSEfQ0A4Z0RpbxBDQD0s1JrmPUJAoImw4el9QkDn+6nx0t1CQI2XbhKDsEJAS8gHPZsdQkCk374OnPtCQF8pyxDHqkJAPzVeukn0QkA0ETY8vepCQLbz/dR4KUJA7FG4HoXzQkD+1HjpJvFBQAn5oGezwkJAZohjXdzuQUCkcD0K16tCQO/Jw0KtCUNATmIQWDmEQkBxrIvbaNhCQCv2l92TP0JAdZMYBFa2QkBoke18Pz1CQIMvTKYKJkJAxm00gLcoQ0AoDwu1pmFDQJtVn6ut6EFATRWMSuoMQkCEDU+vlKVCQMDsnjwsvEJAgEi/fR0wQkB7gy9MpipDQJhuEoPAukJANV66SQxyQkDY8PRKWUZCQHsUrkfhEkJA48eYu5bwQUBos+pztS1DQMoyxLEuzkJA0m9fB85RQkDrc7UV+6NDQNiBc0aUzkJA/tR46SYJQkCASL99HVhCQEhQ/BhzL0NAE2HD0yulQ0BUUiegiQhDQMZtNIC3uEJAaW/whcmcQkB90LNZ9blCQClcj8L1GENAjZduEoNIQ0Bz1xLyQRdDQDGZKhiVnEJAMEymCkb9QUAZc9cS8tFCQAFNhA1PN0JAE2HD0ytlQ0C4QILixyhDQB4Wak3zDkNAeJyiI7lUQ0A7AU2EDe9CQP8h/fZ1IENAB84ZUdoTQ0B9PzVeurlBQPd14JwRXUJAWmQ7309lQ0DmP6Tfvi5DQCEf9GxWBUNAukkMAiufQkAB3gIJigdDQGq8dJMY/EFAi/1l9+TxQkD8qfHSTTpCQHNoke18X0NAXCBB8WOsQkCXkA96NitCQCcxCKwcakJAxm00gLfAQkA0ETY8vSJDQPkx5q4lrEJA+1xtxf7CQkCYbhKDwBJCQEa28/3UQEJAl/+QfvtqQkCLbOf7qUFCQKAaL90k3kJA/mX35GEJQkDhehSuR2FCQI9TdCSXL0NAdk8eFmr1QUDSb18HzlFCQCxlGeJYn0JA8WPMXUuQQkBwXwfOGTlDQGx4eqUsg0JArK3YX3bvQkBNFYxK6vxBQA5Pr5RlQEJAm1Wfq63wQkCad5yiI6lCQBfZzvdTc0JA7lpCPugBQkAsZRniWG9CQNejcD0KT0JAsHJoke2UQ0AgQfFjzA1CQJT2Bl+YDENAat5xio4kQkC1FfvL7vlCQPd14JwRpUJAmSoYldSZQkCutmJ/2aVCQPfkYaHWVENAg8DKoUWmQkB7FK5H4fJCQG3F/rJ7ekJAXI/C9SjEQ0DChqdXyopCQArXo3A9UkJAsp3vp8ZbQkCASL99HahCQCDSb18HTkNAlPYGX5jsQkAXt9EA3jJDQDarPldbWUJA2/l+arw0QkBtxf6ye0pCQAMJih9jDkNAETY8vVIGREAofoy5a+FCQHZPHhZqZUNAAAAAAACgQkDFjzF3LUFCQHo2qz5X+0JAmpmZmZlZQkA/xty1hHRCQHUCmggbBkJAdy0hH/TcQkDnHafoSIZCQB3J5T+kJ0NAkst/SL+9QkA8TtGRXOZCQIxK6gQ0kUJAaW/whcn8QkB2cRsN4N1CQFjKMsSx9kFASnuDL0weQ0BHcvkP6S9CQMSxLm6jYUNAA3gLJCh+QkDHKTqSy6dDQJEPejarbkJAGeJYF7cxQ0A51sVtNBhDQEmdgCbC5kJAxY8xdy0JQ0B1ApoIG45CQOM2GsBb6EJAhXzQs1lFQkC3Yn/ZPXFDQJ2AJsKGv0JAcvkP6bdHQ0ALJCh+jPlCQJHtfD81TkJAxf6ye/LwQkC7uI0G8GZDQOJYF7fROEJATfOOU3T0QkAT8kHPZn1CQPvL7snD8kJAvw6cM6I8Q0BxGw3gLdBDQOM2GsBbIEJACKwcWmRDQ0DjpZvEIIhCQMgHPZtVp0FA7Z48LNQSQ0DJ5T+k3y5DQPd14JwRzUJAFYxK6gQ0Q0AFxY8xd0VDQI0o7Q2+GEJAiUFg5dC6QkB3LSEf9MxCQIBIv30d6EJAzojS3uBDQ0Ay5q4l5AtDQPVKWYY4VkJAYhBYObTwQUBb07zjFLVCQOkmMQisbENACRueXikTQkDEsS5uo1FCQOCcEaW9CUNAVOOlm8R4QkD3deCcEVVDQKd5xyk6ckJA097gC5MJQkBE+u3rwDlCQD/G3LWE/EJA6SYxCKy8QkCpE9BE2DhDQCsYldQJcEJAvHSTGAQWQ0Dek4eFWpNDQJEPejarlkJAb4EExY+RQUCyLm6jATRCQBUdyeU/BERAApoIG57GQkAYldQJaMpCQAskKH6MUUJA24r9Zff0QUDx9EpZhhBCQNxoAG+BfEJAJ8KGp1fCQkBfKcsQx7pCQOQUHcnlz0JAY+5aQj5AQ0BWfa62Yt9CQNc07zhF/0JAw2SqYFRSQkB4nKIjufxCQG+BBMWPEUJAguLHmLtGQkBEi2zn+5lCQPaX3ZOHhUJACyQofox5Q0Ap7Q2+MFlCQME5I0p7G0JAH/RsVn1+QkBAE2HD0wNCQFr1udqKNUNAS1mGONZNQkCMuWsJ+RhDQI0o7Q2+yEJAGy/dJAZBQ0BfB84ZUWpDQAYSFD/GvEJAQYLix5iTQkA5tMh2vgdDQOAtkKD40UJAUrgehevpQkDZPXlYqO1CQBTQRNjwZEJAYTJVMCopQkBbQj7o2RRDQA1xrIvbGEJAEce6uI02Q0Ch1jTvOCVDQCL99nXgpEJA9UpZhjhuQkBL6gQ0Ef5BQJYhjnVx40NAbAn5oGcDQ0Ap7Q2+MJFCQFjKMsSxPkJAr5RliGPNQkCP5PIf0i9DQOC+DpwzskFAkzoBTYS9QkCKjuTyH/JCQOwvuycPU0NASS7/If02QkCcoiO5/NdCQMl2vp8al0JAVTAqqROYQkB4CyQofjRCQDGZKhiVPEJACYofY+6qQkCBJsKGp/9CQD7o2az6VEJAN4lBYOVAQ0BdbcX+sqNCQFpkO99P5UJAJXUCmghDQ0AN4C2QoNBCQPLSTWIQGENAF0hQ/BjrQkCFfNCzWR1CQBe30QDeMkJAE/JBz2YtQkCLbOf7qVlCQCo6kst/UEJA78nDQq3RQkCI9NvXgWtCQE3zjlN0FEJAOpLLf0jvQkCutmJ/2XVCQHRGlPYGN0NANV66SQzSQkA2PL1SlhlDQMZtNIC3qEJAMZkqGJW8QkCz6nO1FYNDQNV46SYxqEJAt9EA3gJ5QkCcxCCwctBCQCfChqdXQkJAJXUCmghTQkBb07zjFH1DQE5iEFg5/EBAPujZrPp0QkBCYOXQIitDQLFQa5p3bEJAYVRSJ6BRQkAFxY8xdwVDQAg9m1Wfu0JAHcnlP6RXQkCUh4Va07xCQCsYldQJSEJANjy9UpYRQ0B3vp8aL21CQJvmHafogENAFYxK6gTUQkBOYhBYOXRCQK5H4XoU7kFAfGEyVTCaQkC/fR04Z4RDQCbkg57NMkFA4QuTqYIhQ0Bpb/CFyUxDQOm3rwPnpEJAG55eKcuYQ0AOLbKd72dCQKTfvg6ci0JAcayL22joQkAydy0hH4RCQNlfdk8eZkJAA3gLJCieQkCrz9VW7KdCQKvP1VbsD0NAkzoBTYQVQkDl8h/Sb6dCQHrHKTqSO0JAvjCZKhh1QkCASL99HSBCQH/7OnDOQEJAD5wzorS3QkDLoUW285VCQAU0ETY85UJAKH6MuWtJQ0CjI7n8h6xCQEku/yH9fkJAUWuad5xaQ0CGyVTBqGRBQCBB8WPM5UFAUI2XbhLTQ0DvOEVHcolCQKAaL90k9kJA+aBns+rjQUAZc9cS8olCQFuxv+yepEJAK4cW2c4fQkB7FK5H4XJDQE8eFmpNm0JA6Gor9pflQkCjI7n8hwRCQF66SQwCI0JA2IFzRpR+QkDek4eFWmtCQDlFR3L530JAV1uxv+xWQUB+HThnREFDQBNhw9MrtUJA/tR46SYBQ0DjpZvEIJhCQESLbOf7UUNAowG8BRLkQkBEi2zn+7lCQH/7OnDOeEJAKH6MuWuRQkDQ1VbsL4NDQBlz1xLyEUNAz/dT46V7Q0DsL7snD8NDQOAtkKD4sUJAPujZrPpkQkCvlGWIY/1BQH2utmJ/KUNAVg4tsp3nQUDRItv5frJCQFkXt9EApkFAbjSAt0CSQkC7uI0G8M5CQJYhjnVxK0NAMCqpE9CsQkDByqFFtiNDQO7rwDkjikJAQ61p3nE6Q0Aj2/l+ajxDQFJJnYAmokJAgEi/fR2gQkCRD3o2q05CQJF++zpw9kNAtRX7y+5JQkDGbTSAt3hDQGkAb4EELUJARrbz/dQIQkDLEMe6uL1BQEmdgCbCzkJAwTkjSnt7QkB4CyQofoxCQGHD0ytlwUJA3gIJih+zQ0B0tRX7y15CQAaBlUOLHENAhA1Pr5QFQ0Csrdhfdu9CQMIXJlMFQ0NA1XjpJjFwQ0DKMsSxLtZCQNPe4AuTaUJASZ2AJsJ+QkB3vp8aLy1DQBPyQc9mBUNAXwfOGVFCQ0AOvjCZKnBCQMDsnjwsBEJAio7k8h8qQkA2zTtO0alCQDj4wmSq6EJARPrt68BxQkDpt68D50RCQF66SQwCU0NA0m9fB84JQ0AZc9cS8pFCQHL5D+m3T0JAOiNKe4OfQkDLoUW28x1DQFYOLbKdb0NAgy9MpgomQ0A730+Nl+ZCQOcdp+hINkJA1lbsL7vnQkAnwoanV2JCQG+BBMWPcUJA5j+k375WQ0B6pSxDHCtDQM07TtGR9EJASnuDL0wWQkCYTBWMSoJCQD81XrpJjEJAmG4Sg8CCQ0CX/5B++0JCQH4dOGdEaUJAV1uxv+xuQkDo2az6XO1CQA8LtaZ5d0JAHOviNhogQkBxrIvbaGBDQNJvXwfOUUJA5j+k377OQkBBguLHmOtCQMX+snvycEJA3NeBc0ZUQ0Dn+6nx0v1CQBgmUwWjSkNA2/l+ary8QUBqTfOOUxxCQJp3nKIj+UJAzhlR2huUQkCEns2qz11CQGHD0ytlYUJAOGdEaW8IQ0AK16NwPfpCQFR0JJf/aEJAguLHmLveQkAc6+I2GnhCQJM6AU2EpUJAGJXUCWgqQkCgibDh6TVDQBfZzvdTE0NATKYKRiVdQ0AtIR/0bJZCQGkAb4EEHUJAsVBrmnc0QkAYJlMFo+pCQL3jFB3JfUNAOpLLf0iPQ0DzH9JvX99CQHWTGARWrkJAo5I6AU3UQkAVjErqBORBQNDVVuwvm0JAjgbwFkhwQkDA7J48LBRCQO5aQj7o0UJAXf5D+u3zQkBoke18P+VCQF+YTBWMUkNATYQNT698QkALJCh+jNlBQMx/SL99FUJAeqUsQxxzQkAFxY8xdyVCQG6jAbwFckJAbVZ9rraaQkBEaW/whZlBQME5I0p7e0JAMzMzMzP7QUBGtvP91PBCQA3gLZCgoEJAEOm3rwMPQkAwTKYKRl1CQHsUrkfhakJAM8SxLm4TQkANcayL2/BBQKMjufyHlEJAHVpkO9+vQkACmggbnp5CQGB2Tx4WqkJA9wZfmExdQ0CR7Xw/NR5CQG+BBMWPqUJAnu+nxkufQkCjAbwFEqxCQBPyQc9mNUNAT6+UZYgjQkAbL90kBulCQCSX/5B+W0NAH/RsVn2eQkC+wRcmU4VCQCnLEMe6AENAUdobfGGKQkDcaABvgbxDQLn8h/TbZ0JAwFsgQfGjQkDgLZCg+AlDQKHWNO84lUJAv30dOGfMQkBpb/CFydxCQL1SliGOVUNAdQKaCBs+QkD+1HjpJvlCQFYOLbKd/0JA7lpCPujhQkBCz2bV5xJCQJSHhVrT5EJAnRGlvcHXQkAwuycPC+1CQKRwPQrXy0JAkDF3LSHvQkDkg57Nqn9CQKpgVFInMENAP1dbsb+cQkBtxf6ye8pCQPhT46WbvEJAZmZmZmbmQkDo2az6XI1CQAdfmEwVLENAeJyiI7mMQkCcxCCwcsBCQE0VjErqbENAaJHtfD/NQkDHuriNBphCQJp3nKIj6UJAV+wvuye3QkBd3EYDeKtDQC7/If329UJA/kP67etoQkBKDAIrh05CQOLplbIM8UFAgZVDi2xPQkAJ+aBnsypCQMiYu5aQx0JAxm00gLewQkBKDAIrh3ZDQAmKH2PuKkNABcWPMXd9Q0AHX5hMFWxCQJF++zpw1kFAS+oENBGWQkBvEoPAypFCQDeJQWDlmEJAj+TyH9KvQkB2Tx4WavVBQCBB8WPMzUJA/7J78rCQQkA4Z0Rpb2hCQP+ye/KwOEJAtFn1udqCQkDhC5OpghFDQGWqYFRSB0JACD2bVZ9zQkBAE2HD02tCQH/ZPXlYCENAGw3gLZCwQUB0RpT2Bq9CQA+cM6K0n0JARwN4CySQQUBb07zjFA1DQNXnaiv2J0NATRWMSupUQkCrPldbse9CQEMc6+I2EkNAv30dOGesQkDKMsSxLjZCQNSa5h2nwEJAkQ96NqteQkAYJlMFo5JCQLbz/dR48UJAarx0kxgsQkBos+pztb1CQCV1ApoIs0NAdLUV+8seQ0B0tRX7y+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approximation\n", "samples_vi = sm.variational(\n", " data=data, algorithm=\"fullrank\", output_samples=4000, seed=88812\n", ")\n", "\n", "# Convert to data frame\n", "df_vi = samples_vi.variational_sample\n", "df_vi.columns = samples_vi.column_names\n", "\n", "# Show corner plot\n", "bokeh.io.show(bebi103.viz.corner(df_vi[parameters], parameters=parameters))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, we do not see covariance between $\\phi$ and $\\gamma$, but rather that they covary with $\\sigma_0$. We could still pass posterior predictive checks; the *approximate* posterior could generate the observed data, but of course the approximate posterior is *not* the model. Nonetheless, the marginal distributions at least give reasonable values for the range of values the parameters may take.\n", "\n", "If we were doing a more careful analysis with ADVI, we might run it multiple times, checking the ELBO value of each, and finding the best approximation of the posterior." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 2: A multilevel hierarchical model\n", "\n", "For our next example, we will use the contrived multilevel hierarchical model we considered in [lesson 21](../21/hierarchical_implementation.ipynb). First, let's \"load\" in the contrived data and plot it as a reminder." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\"day,batch,colony,y\\nm,1,1,11.40\\nm,1,1,10.54\\n\",\n", " \"m,1,1,12.17\\nm,1,1,12.41\\nm,1,1,9.97\\nm,1,2,10.76\\n\",\n", " \"m,1,2,9.16\\nm,1,3,9.50\\nm,2,1,9.34\\nm,2,1,10.14\\n\",\n", " \"m,2,2,10.72\\nm,2,2,10.63\\nm,3,1,11.37\\nm,3,1,10.51\\n\",\n", " \"m,4,1,11.06\\nm,4,1,10.68\\nm,4,1,12.58\\nm,4,2,11.21\\n\",\n", " \"m,4,2,11.07\\nm,4,2,10.74\\nm,4,2,11.68\\nm,4,3,10.65\\n\",\n", " \"m,4,3,9.06\\nw,1,1,10.40\\nw,1,2,10.75\\nw,1,2,11.42\\n\",\n", " \"w,1,2,10.42\\nw,1,2,9.18\\nw,1,2,10.69\\nw,1,2,9.37\\n\",\n", " \"w,1,2,11.32\\nw,2,1,9.90\\nw,2,1,10.53\\nw,2,1,10.76\\n\",\n", " \"w,3,1,11.08\\nw,3,1,9.27\\nw,3,1,12.01\\nw,3,1,12.20\\n\",\n", " \"w,3,1,11.23\\nw,3,1,10.96\\nr,1,1,9.73\\nr,1,2,11.25\\n\",\n", " \"r,1,2,9.99\\nr,1,2,10.12\\nr,1,3,9.65\\nr,1,3,10.18\\nr,1,4,12.70\\n\",\n", " ]\n", ")\n", "\n", "data_str = (\n", " data_str.replace(\"m\", \"monday\").replace(\"w\", \"wednesday\").replace(\"r\", \"thursday\")\n", ")\n", "df = pd.read_csv(io.StringIO(data_str))\n", "\n", "bokeh.io.show(\n", " iqplot.strip(\n", " df,\n", " q=\"y\",\n", " cats=[\"day\", \"batch\"],\n", " color_column=\"colony\",\n", " marker_kwargs=dict(alpha=0.6),\n", " )\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The statistical model we used is\n", "\n", "\\begin{align}\n", "&\\theta \\sim \\text{Norm}(10, 3) \\\\[1em]\n", "&\\tau \\sim \\text{HalfNorm}(10, 3) \\\\[1em]\n", "&\\theta_1 \\sim \\text{Norm}(\\theta, \\tau) \\\\[1em]\n", "&\\theta_2 \\sim \\text{Norm}(\\theta_1, \\tau) \\\\[1em]\n", "&\\theta_3 \\sim \\text{Norm}(\\theta_2, \\tau) \\\\[1em]\n", "&\\sigma \\sim \\text{HalfNorm}(5) \\\\[1em]\n", "&y\\sim \\text{Norm}(\\theta_3, \\sigma).\n", "\\end{align}\n", "\n", "We coded this up as a Stan model with noncentering.\n", "\n", "```stan\n", "data {\n", " // Total number of data points\n", " int N;\n", "\n", " // Number of entries in each level of the hierarchy\n", " int J_1;\n", " int J_2;\n", " int J_3;\n", "\n", " //Index arrays to keep track of hierarchical structure\n", " int index_1[J_2];\n", " int index_2[J_3];\n", " int index_3[N];\n", "\n", " // The measurements\n", " real y[N];\n", "}\n", "\n", "\n", "parameters {\n", " // Hyperparameters level 0\n", " real theta;\n", "\n", " // How hyperparameters vary\n", " real tau;\n", "\n", " // Hyperparameters level 1\n", " vector[J_1] theta_1_tilde;\n", "\n", " // Hyperparameters level 2\n", " vector[J_2] theta_2_tilde;\n", "\n", " // Parameters\n", " vector[J_3] theta_3_tilde;\n", " real sigma;\n", "}\n", "\n", "\n", "transformed parameters {\n", " // Transformations from noncentered\n", " vector[J_1] theta_1 = theta + tau * theta_1_tilde;\n", " vector[J_2] theta_2 = theta_1[index_1] + tau * theta_2_tilde;\n", " vector[J_3] theta_3 = theta_2[index_2] + tau * theta_3_tilde;\n", "}\n", "\n", "\n", "model {\n", " theta ~ normal(10, 3);\n", " tau ~ normal(0, 5);\n", "\n", " theta_1_tilde ~ normal(0, 1);\n", " theta_2_tilde ~ normal(0, 1);\n", " theta_3_tilde ~ normal(0, 1);\n", "\n", " sigma ~ normal(0, 5);\n", "\n", " y ~ normal(theta_3[index_3], sigma);\n", "}\n", "```\n", "\n", "Before we can sample or perform ADVI, we need to encode the data for Stan to use." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "data, df = bebi103.stan.df_to_datadict_hier(\n", " df, level_cols=[\"day\", \"batch\", \"colony\"], data_cols=\"y\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we'll load and compile the model and draw MCMC samples and samples using ADVI." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "52baa1be34d24a6c92a846a42fc702b4", "version_major": 2, "version_minor": 0 }, "text/plain": [ "chain 1 | | 00:00 Status" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8b2e5868027a42ef92cfad541eff615f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "chain 2 | | 00:00 Status" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "bcf6485b342c415fb9b5fedf07a9bfee", "version_major": 2, "version_minor": 0 }, "text/plain": [ "chain 3 | | 00:00 Status" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dfd4784b852641648197a53b4a21c042", "version_major": 2, "version_minor": 0 }, "text/plain": [ "chain 4 | | 00:00 Status" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] } ], "source": [ "with bebi103.stan.disable_logging():\n", " sm = cmdstanpy.CmdStanModel(stan_file=\"hier.stan\")\n", " samples = az.from_cmdstanpy(sm.sample(data=data, adapt_delta=0.95))\n", " samples_vi = sm.variational(\n", " data=data, algorithm=\"fullrank\", output_samples=4000, seed=32520,\n", " )\n", "\n", "df_vi = samples_vi.variational_sample\n", "df_vi.columns = samples_vi.column_names" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we'll make a corner plot for the full MCMC samples. We will only show the hyperparameters for ease of display." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"tau\":{\"__ndarray__\":\"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bebi103.viz.corner(samples, parameters=[\"theta\", \"sigma\", \"tau\"])\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see a strong funnel shape with small values of $\\tau$ being heavily sampled. There is a strong tendency toward pooling.\n", "\n", "Now, let's look at the corner plot of the variational samples." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"log_p__\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"litt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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_1[1]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_1[2]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_1_tilde[1]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_1_tilde[2]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_1_tilde[3]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2[2]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2[3]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2[4]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2[5]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2[6]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2[8]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2_tilde[1]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2_tilde[2]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2_tilde[3]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2_tilde[4]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2_tilde[6]\":{\"__ndarray__\":\"GT230JUI678M6IU7F0bkv5wWvOgrSPG/mFDB4QURwb+3DDhLyXLMv1sHB3sTQ9W/b/HwngPL5z9nCp3X2CXRP61M+KV+XuU/gJpattYX778n9zsUBXrwv2recYqO5PQ/ICbhQh7B1D9yFCAKZkzQvy0GD9O+OeC/cO1ESUik0b/kH2xnTk2wv2b35GGhVvS/0Vs8vOfA2z9ORwA3ixfvvx3oobYNo9Q/WOVC5V9L5T/83qY/+xHiP/UqMjogCck/dO/hkuNO87/y7PKtD+vWvw3DR8SUSPO/1T4djxko+L+ygAncuhv6P92VXTC45uO/rFJ6ppcY5D+F0axsH/LZP0/qy9JOzeI/HHxhMlUw+z/6uDZUjPPxv7Zq14S0Ru4/NxYUBmWa4r8TYcPTK2XDP2X7kLdcfeK/3CkdrP9zxD/FknL3OT7KP4ARNGYS9cK/eTvCacGL87+FCDiEKjXev3U8ZqAyfvC/KdAn8iTp9r/CDZ1DvvC3P5IiMqzijdY/7E/icyfYw7/UfQBSmzjgPwUXK2owjeI/ur4PBwlR7r9UNqypLArtv80Bgjl6/Pg/pyIVxhYC57+MhoxHqQTtv/RPcLGiBv2/F2cMc4I23L+JX7GGi9yjv2fttgvNdQLAXfxtT5DYpj8oA1FBj2KuP+zdH+9Vq/E/e/gyUYRU7D8RtLi1O1q5v7lTOlj/Z/K/Zw+0AkPW8L+xv+yePCzxPxEebRyxFvi/soUgByVM9b8HP3EA/b7Xv3iazHhb6ck/S+oENBE2878LnGwDd6DjP2mtaHOc29Y/WYY41sVt+7+A8Qwa+qf+v5bs2AjE6/Y/F/VJ7rCJ1r+c+dUcIBjmv0w3iUFg5fm/soUgByXM3L9QATCeQYMAQJHyk2qfzgHAc7nBUIcV1D94f7xXrczyv4RHG0esxe4/+MJkqmBUxD/NzMzMzEz2P+KvyRr1kPi/pgpGJXWC8r8dPulEgqnAv6kvSzs1l+m/lj50QX3L17/Az7hwIKT7v1MkXwmkxNK/q10T0hqD0j/bTIV4JN7sP6rWwiy0c84/sMka9RCNxD+loUYhyay+v2+vFumPepk/m6+Sj90Fur+1h71QwHagP3QIHAk02NA/vko+dhco7r9tqBjnb8L0v5Hu5xTkZ+s/xlBOtKsQ8r/iWBe30UACwJLLf0i/fda/wsHexJCc4j+CN6RRgZPPPwVpxqLp7OY/9GxWfa42/7+kb9I0KJreP7KACdy62wJApmH4iJgS8b9aR1UTRF35v36MuWsJefQ/kGYsms5O9b+p+wCkNnHCv4QPJVryeNG/ccgG0sWm3r9T0O0ljdECwH9ne/SG++Y/euQPBp57+78JcHoX78fbP1BwsaIGU/c/T6+UZYhj7L8DBkmfVlHiP1Zl3xXB//k/iXrBpzn55r8qyM9Grhvkv6D9SBEZVvq/WhE10eej3j9Q/Bhz1xLVv32R0JZzqfM/oUs49BYP6T+op4/AH37UP1lpUgq6vf8/t7dbkgN2yb+NQ/0ubE3rv7lTOlj/5/a/Ef+wpUdT4D8fuqC+ZU7+vwNbJVgczsq/MzffiO5Z07/vrrMh/8ywv799HThnxPq/vymsVFDR5z9/aObJNQXOv/T8aaM6nem/Km9HOC14wT+RCmMLQQ72P0kT7wBPWts/I/PIHww887/USEvl7Qirvwg9m1WfK+G/KsWOxqH+6b9JEoQroFDDPxISaRt/IuE/3LxxUpj3xr80orQ3+AIAwAr0iTxJuta/1edqK/YX5T8/4ezWMhm+v8L6P4f58so/vzFfuTnwlT/+YyE6BI7kP3o2qz5X2/C/fv0QGyyc6T8MPPceLjn2v0BNLVvriwZA6N7DJccd6j/0UNuGURDMv662Yn/ZPfC/YLAbti3K9D8BE7h1N0/yv0n0MorlFgBAW86luKrs57+nsFJBRdXBv15NnrKaLuA/OjsZHCWv/r+bIOo+AKnyv7EWnwJgPP+/utqK/WX3CcCU3je+9szQvwDirl5FRtm/pP/lWrQA3b+7fsFu2DbzP6Et51JcVfi/ER5tHLEW/r9k0joFVJOxv4ums5PBUeK/cuFASBYw178/An/4+W/qv0hS0sPQ6sK/JR+7C5QU5L9XX10VqEXiv0D5u3fUmNE/oDTUKCSZ4z+JB5RNuUL4PyBgrdo1Idu/6WUUyy0t9T/gDtQpj+7iv+vkDMUdb+C/RFGgT+RJ+z/64pKwXURFv6eSAaCKG8M/MuauJeQD6L9wQiECDqHnP6iPwB9+/s2/a32R0Jbz9z/Vl6WdmsvWv4Ln3sMlx/I/cNHJUuv95T9zorg+B/GgPzsdyHpq9d4/BTOmYI2z2z8a+ie4WFHJP+xoHOp3Yd2/PGu3XWgu97/TTPc6qS/rvylzmNR1TaE/y/Pg7qzd3T9hN2xblNnfvw4V4/xNKPW/et/42jNL9D/WqfI9IxHaP7b2PlWFhus/L26jAbyF9r85miMrvwztP5n091J4UOk/IuAQqtTs779V9l0R/G/0P4tUGFsI8vW/4QBECxpElT9uwOeHEUL4PztwzojS3u8/sWmlEMgl47/t1FxuMFTqP3ZSX5Z2asi/t+7mqQ459r8g66nVV1fDP0D7kSIyrOC/RFA1ejVA6r+bIVUUr7LUP4v9Zffk4fY/i/uPTIfO6D8VVb/S+fCMvyodrP9zmN2/bcX+snuyAcD2JRsPttjNP28vaYzWUfS/r0M1JVmH7z/7dDxmoLICQJp8s82N6fQ/tiJ7zic8qj/B4nDmV/P1Py/APjp1Zfe/u7ciMUEN2L8KTKd1G9TcvwmnBS/6CvC/mZ6wxAPKxj/sbTMV4pHdvzz6X65FC9Y/rrfNVIjH4b/7Bbth26LMP+BKdmwE4vo/u37Bbti22b/TTzi7tUzSv+KrHcU5auG/C9KMRdPZ0L+BmIQLeYToP8tneR7cnfG/piiXxi+87j9LdQEvM2zgP75PVaGBWOk/u9HHfECg0r9+calKW1zgv4hKI2b2edW/F7g81owMor9Wm/9XHTnEP8jShy6o7/K/BoGVQ4ts279Z+PpalxrRP5EKYwtBDvA/xz99FSpJtD//HydMGM3Yv0/MejGUk/S/xebj2lAx9z9NFCF1O/vIvzJZ3H9kOus/hJ1i1SDMsT+k374OnHMDwJNS0O0lDfK/RSxi2GFM3r/YSuguibPKv+w00lJ5u/U/R60wfa8hwL+/SGjLuZTnvzliLT4FwPC//U6TGW8r678wskvxRFJzv1q4rMJmgNq/2/l+ary0BsBRg2kYPiL2v7BVgsXhTPS/XAUx0LUv5T/52jNLAtTtP7d546Qw7+E/5DEDlfHv4T97+Z0mM97mP5I/GHjuvfS/R3alZaTez7/4iJgSSfT0P7x0kxgEVvm/Qu4iTFEu1b/sppTXSmjhP0dy+Q/pN/A/7s7abRca5z850a5Cyk/1vxZqTfOOU/s/vXDnwkgv578gHi7eNCK3P4S7s3bbhfC/OnZQiesY1T+sCsM2mDyyvyMVxhaCnPq/Iv32deCc6b+QZ5dvfdjiP6rXLQJj/ei/1m670Fwn6D9juaXVkDj6P47MI38wcPE/acai6ezk8z8pP6n26XjWP5vniHyXUuW/Z9Km6h7Ztr850a5Cys/0PzFbsirCTco/k3GMZI/Q6L8V/gxv1uChP3/7OnDOiL4/z6SojrADrr9lHCPZI1TsPwXEJFzII8g/DqMgeHx72r//QSRDji3rP7gGtkqwOPU/IeUn1T4d8b8iVKnZAy3oP5ZbWg2JuwdAdqbQeY2dCMDO+/84YULsv/cGX5hM1QJAPGagMv79+b+1MuGX+vn2v+3YCMTrevG/rhIsDmd+BsA2k2+2uTHwP028Azxp4dk/YTQr24e8vT9FL6NYbmn6P3WOAdnrXQFACKwcWmS78L9+RW3RuCazP9dqD3uhgOc//5WVJqUg4L8OEMzR4/cAQNhY0wZxL7a/fzFbsirC6T/yBwPPvYfwP/GfbqDAu+6/z0vFxryO6b8GEhQ/xtz3vxueXinLEPa/LZRMTu0Mzb+gpwGDpE/qP+f9f5wwYeg/nuqQm+EG8z/UfmsnSkLdP9L+B1irdtY/5WGh1jRv+r+iDivc8pHSv/ON6J51jd6/LUDbataZ4z/ayeAoeXXIP19egH106gDAAyUFFsAU6b9au+1Ccx31v7EWnwJgPOa/7Q2+MJkq978sf74tWKrUP9mZQuc19uA/cEBLV7CN27/3j4XoEDjpvyzUmuYdp+g/5ujxe5v+978ibHh6pSz4v4FZoUj3c8C/nSrfMxKh4r9u3c1THfL2P3XlszwP7vW/7lwY6UXt6b+kqgmi7oP5P5mByvj3Gfg/qyLcZFSZ7r/zcth9x3Dqvyxn74y2quy/K8HicObX8L/6uDZUjHP4v76kMVpH1e+/tMHTdfIzt79nRGlv8IX7P/NZngd35/S/PkFiu3uA2z/hmdAksSTlPzxO0ZFcfvq/sxMU9TjCtr9t5pDUQsnrP+2cZoF2B+i/121Q+62d0D/JAiZw6y4AQCyf5Xlw9/C/XaeRlsrb0r8nvtpRnKPbP1GIgEOo0vW/4zWv6qyW5782k2+2uTHwv06aBkXzgOq/9Jw+TAwTub+vJeSDnk39v3vAPGTKB+W/o8G3+vvWsr/iHksfumABwHcxzXSvE+c/ZyeDo+QVBMCZm29E96zUPxvZlZaRetM/6e46G/LP3j8RHm0csRbeP8yXF2AfHfc/3EYDeAuk8r83iUFg5dDzv2OXqN4a2Pq/BitOtRZm7L+c4Jumzw7tP6+ZfLPNjdC/hGQBE7h1xb8nLzIBv0bgv6GDLuHQW8S/OKEQAYdQ+7+8BRIUP0bhP6H0hZDz/ui/CcTr+gW79T9YrUz4pf7rv6IxSRv9HpM/DTm2niGc4z+XjGMkewTkv8p9vKE6Z7k/8s8M4gM72b8r3sg88oftv2R2Fr1TAeQ/InGPpQ9d+z9zvth78UXSvwqA8Qwaev2/nBn9aDhl5r+JCWr4Flbhv422KonsA++/ZOlDF9S39z83+wPltv3gP0a28/3U+Pq/0O0ljdG68r/X+iKhLef7v47onnWNltC/ibZj6q7szj8M6lvmdFn2v/sjDAOWXMG/kZ23sdmRwj+9OseA7HXzv5fFxObjWvK/HuG04EXf5b98R40JMZe8v78MxohEoea/Cg+aXfdW7T+MhLacS3HRv4MvTKYKRvo/NKK0N/jCrD9PPdLgtrbUv8SY9PdSeNO/95LGaB3V9j8DP6phvyfAP2xDxTh/E9Y/ZHWr56R3/78Ou+8YHvvlP7JkjuVd9c4/CHJQwkzb9r+9qN2vAnzav2owDcNHRPa/SYCaWrbW/b+9cVKY9zjUP8MstHOaBcq/CObo8Xub2b9zS6shcY/HP21Wfa624vS/vR3htOBF+b/7sUl+xK/OPw0zNJ4I4t0/2zNLAtTU2z/8byU7NoLiv0RQNXo1wOO/J8KGp1fK8b9uMNRhhVvCv/ziUpW2OOW/wJXs2AjE/j9CeoocIm7Cv46s/DIYI9w//iyWIvlK4r8ydy0hH/Txvy/APjp15fi/dEaU9gZf4r9Mi/okd9jYv5qZmZmZGfy/vt798V61gr+eew+XHHfRvwgCZOjYweW/syRATS3b8D/qPgCpTRz3v3bCS3DqA+E/ghyUMNP20T8NGvonuNj/v9sWZTbIJPe/i8OZX82B/z88FAX6RB71v8BBe/Xx0MO/LzGW6ZeI5L9WLekoB7PWv69ljdVBuZA/Tu53KAp08L8RHQJHAo3mP18M5US7igfAN091yM3w8r+YLy/APrryP2sOEMzR4/I/2zNLAtTU4L95rBkZ5K7jv7WU4pmGl6Y/IEYIjzaOAUDxm8JKBRXWP96P2y+fLOK/yEEJM21/9b8mNh/XhkoFwI1HqYQn9NC/BMqmXOFd8L+wdhTnqKPrP/FneLMG79+/3LxxUph37b/O9/gpM0qkv+NQvwtbs72/+I2vPbMk97/7XG3F/rLFPwTmIVM+BOe/jnbc8Lvp6D9M3ZVdMLjaPzquRnalZdM/KVlOQumL7T/Lu+oB8xDrP4oBEk2giNg/JXfYRGYu5L8Z5C7CFOXSP+aWVkPiHvU/7ZklAWrq679YHTnSGRjhv83Ji0zAr8O/RIts5/sp9L/LviuC/y37P6gAGM+gofO/QKVKlL2lsL/jHxGu2/ufvyswZHWrZ/G/DHkEN1K21b/fA88YQb6vP6WD9X8Oc/I/6rKY2Hzc/b87cw8J3/vWv3kB9tGp6wDAsfuO4bGf5L9szywJUNPzv+kLIef9f+G/7Tw7Kkh9q7/n4m97gsTrP5GadjHNdNg/21Axzt8E9b/JIeLmVDLOvwTnjCjtjfE/VaNXA5SG4L8FUIwsmWPXv3506spnefi/Y0UNpmH46L/x9r3ZKON2P60VbY5zG+s/2NglqrcG+79jqqrhbIS5v3iXi/hOTOS/d6G5TiMtvT+Mn8a9+Q3LP5VgcTjzK/m/4dOcvMgEyj++UMB2MGLRv8VTjzS4reo/1h72QgHb2T/TvU7qy1LlP0vIBz2bVd6/yy+DMSLR5j9nfF9cqtLSv0btfhXgu9e/5Gn5gas85D+oGyjwTj7pP+84RUdy+fG/ttYXCW05wT99PzVeusn8v00wnGuYodU/7kCd8uhG0D+C/61kx8b1v8wKRbqfU9O/ApoIG57e8D+SIjKs4k0DwIVDb/Hwnr+/TE9Y4gHl/r9GzsKednj8v0D8/Pfgtdu/fo0kQbgCuj87NgLxun7Xv8pS6/1GO+0/pDSbx2Gw6z/YnlkSoCbwvxeCHJQw0+4/r7SM1Hsqx78TgeofRDLCP4PAyqFFNvq/ONkG7kCd7T/tzn+0pEizP29lic4yi+Q/SdV2E3zT2L+O5zOg3ozMv5pxv+iXLbS/BaInZVLD4r/us8pMaX3rP2FvYkhOJs6/7Bfshm2L9r9fRrHc0ur3PyDT2jS2V+0/NpTai2g72L/Tg4JStHLoP0SjO4idKbA/AK5kx0ag+D/FwyBVufWfPxNiLqna7u8/PQ0YJH1a2D9NYUrJF1mXv6huLv62J++/yJqRQe4i0L8JOIQqNXv2vyJUqdkDLeA/wEWCBCBJsr8qyM9GrpvcP+S7lLpkHOO/vDbAcb59sL9cyY6NQLz2Pwx5BDdStuy/OSo3UUvz6D851sVtNEAGwEnXTL7Z5vG/atlaXyQ04T9seHqlLIMGQK9T9qeeFpW/81XysbvA478gls0cktrsv7K7QEmBBew/Xmiu00jL9j/yBwPPvQfxP1AM2vUcore/MBLaci5F5b/j/46oUN28P1Q7w9SWuuS/Tg6fdCLByL8JbM7BM6HWvykF3V7S2AHAfgBSmzi5+j+emPViKGcKwFUYWwhy0PC/Y0UNpmF48b9TrvAuF/H9v4+NQLyu3+Y/ms5OBkdJ6L/4ja89s6T1PwXeyafHtu+/DdHX4glzmT+bVZ+rrdjZv73EWKZfIuM/nZxG/3D8pT97E0NyMnHJvzYf14aKccK/bFuU2SAT8z+uu3mqQ27evxIAdzRprp4/gSVXsfjN4r9an3JMFvfqv41snW6PlKO/f8Fu2Lao9b/t1FxuMNTdvyUk0jb+xO8/wmuXNhyW7r/OCAR0PsCDv+5aQj7oGQFAzGJi83GtAsDr4jYawJsAQMfZdARws9a/WTSdnQyO+78ZOQt72uHkvxKJQsu6f++/A0NWt3rOA8CkpfJ2hFMCQDv+CwQBMt+/61Ij9DP16b+/02TG28rtv1TE6SRbXew/b4EExY8x/b+GcTeI1orfv9Y4m44Abuk/yv0ORYE+1j8AUwYOaOmqvxrdQexMYQbApWYPtALD9D+ID+z4L5Dkv0sfuqC+Zfu/o5I6AU0E7r+VK7zLRfz4vzG1pQ7y+uW/y4Rf6udN+L9Xs874vjjrP1653jZTId0/73GmCdvP5z9MN4lBYCUKQFhpWnsC1W2/SzkEM0unrj9Uq6+uCtTgv1ZhM8AF2d0/wJKrWPwm6T9yGMxfIXPsv5lH/mDgue+/e0ljtI6qA8BgVijS/Rzqv4OieQCL/Mo/vhb03hgC1D+oV8oyxDH4vztwzojSXvW/mx9/aVGfyL+5+rFJfsTQv3GNz2T/PNG/Ga4OgLir0j8v98lRgCjcP7XidsMR/68/x3dzAuSVqT+gh9o2jILTv9i7P96r1um/5zqNtFTe8L9evvVhvVHfv9IcWfllsO0/SWjLuRTX+D/M0eP3Nr0CwCS3Jt2WyMk/xyx7Etgc7L+A8KFESx7qv+ykvizt1OK/Os/Yl2y85b/xRXu8kI7lvwd5PZgUH9K/Xb9gN2xb+b/8+4wLB0L3P+Nve4LEdtA/3CkdrP/z8r/uPzIdOj2jv1qeB3dnrQ/AsmfPZWoS2b8N/RNcrKjwP9HJUuv9Ruo/gSTs20nE7b+1jT9R2TDqP+53KAr0CfU/eEXwv5Xs8D/3r6w0KYXyv6nQirm1lre/0Ipe/CPCsb/e4LDZNjGtP5FI2/gTlcc/qb9eYcH91z+tTPilfl7xPxaiQ+BIoM8/Afvo1JUPAEAyIeaSqu26PzOJesGnOeq/UMdjBirj8L8AyAkTRrPjP+kN95FbE+2/INJvXwfO8D++wKxQpPvDvxu+hXXj3dI/RWYucHms279TzaylgLTlv/lOzHoxFPU/SBtHrMWnAsAEWOTXDzHov6gAGM+gIfA/DOpb5nRZ2b9q+1dWmhT3P6VrJt9s8/q/eH5Rgv5Cw78nTBjNyvbrPxIXgEbp0tC/ic+dYP91zj/R6A5iZ4r2P6Fns+pzNfA/5wDBHD1+9L/jM9k/TwPfP0ATYcPTq/U/M23/ykqT3z8yrOKNzCPzv89m1edqq+u/TYHMzqL3779r1EM0ugPsP5eo3hrYKvg/+7FJfsSv2j/tYS8UsB3gv1WH3Aw3YPI/E9VbA1sl87/gZvFiYYjYv0p5rYTukuU/5E7pYP0f9T8EOL2L9+PrP3GHl/EAYLI/rd9MTBdi3T+RK/UsCOXev524HK9A9Nq/XynLEMc6/b9dFhObj+vyPx04Z0Rpb/W/pb+XwoNmzT9oCMcsexLrv7k3v2GiQeg/cv27PnPW179qMA3DR0Tkv7yuX7AbNuk/qn8QyZBj6b+UiVsFMdDYvy5W1GAahvy/y0qTUtDt1z901NFxNbLSP6VL/5JUpsS/SddMvtlm7r9JERlW8Ub2P44glWJH4+M/PfGcLSA06T9jKCfaVUjTP4z34/bLJ8W/k3L3OT5a4r9wBn+/mK3gv3GPpQ9d0PC/A85SspwE5z9h/Z/DfPnjv44B2evdH/G/BDkoYabtBMD4rwfum1advwCRfvs68AnAi8VvCisV4D/eA3Rfzmzcv5DEw2Jxi4M/4pANpItNyb9c5J6u7tjpv2DagYRy7LY/aCJseHql8b8Z529CIQLXv4syG2SSEfC/f7xXrUz48L/gaMcNvxvrvwgEOpM2Vdq/D167tOGw0L9MoZhhSPOkP1ckJqjhW+Q/JXUCmggb2r/mBdhHp67Ivxwlr84xoOY/M8SxLm4j+b8e3J212y7wv/yp8dJNYvE/v0NRoE/k9r8ZVvFG5pHyv5eo3hrYqvY/mrZ/ZaWJCcA0aVN1j+zov6t6+Z0ms+s/NgGG5c+33z9G09nJ4CjyPy+Lic3Hteu/F9nO91Pj/D/LEMe6uA3zPx1WuOUjKdi/wAmFCDgECEA2yCQjZ2HwP0sfuqC+Zcg/N1K2SNqNzL8KEtvdA3TJP+1mRj8aTt+/Ywys4/ihxj9dUN8yp0sCwA9zk2KRcLU/2c9iKZKv5b+MoDGTqBecv7jkuFM62Om/5X6HokAf/b+VY7K4/8iov9eiBWhbzdu/lWQdjq7SuT+vk/qytNPiP060q5Dyk/W/VOI6xhUX3r889x4uOe73v0xsPq4NFeo/pN++Dpwz/b+vsUtUb40AQCwrTUpB9wDAYd14d2Ss3z/SjEXT2UnxP1FOtKuQ8sM/q1s9J71v1j/u0LAYda3BP02espquJ+W/C/Dd5o2T7z+vd3+8V63nP2SUZ14Ou9k/FqQZi6Yz+7+PU3Qkl/8AQMwNhjqscO0/IJbNHJJawr8PC7Wmecf7v9TUsrW+SALA1Jy8yAR85j95XFSLiOLuvwSQ2sTJ/eS/6UMX1LdM+b+jc36K40DgPyO/fogNFtM/NxyWBn7U4r/ZJD/iV6zeP49U3/lFCb4/rTQpBd3e978M5US7Cqnzv4HoSZnU0OW/y6q+qf73sj/njCjtDT7vvyyBlNi1vcc/Pe5brROX37+GAyFZwAT0P0cf8wGBTuI/DHOCNjl87r9kzF1LyAfVP315AfbRKf4/q5Se6SXG5b9n8s02Nybxv5n1YignWvW/Kjkn9tA+4r9hHLfzWI6jvw+dnndjQc8/1IIXfQXp+j8vFRvzOuLsP9wtyQG7muO/1v85zJeX8z+9woL7AY/hv7snDwu1JgVAk+NO6WD99T/GounsZHD3P4quCz84n9w/EjElkuhl8r/VP4hkyLHpv+blsPuOYeI/OX8TChFw8z9tV+iDZWzVP6G2sumtJri/hlW8kXlk+r/X3qeq0EDgvxIUP8bcNfe/HLEWnwKgBcAZVvFG5pH1P1lpUgq6vfG/J4Oj5NU587+YaftXVpr8P5xPHauUnuW/UIQeeweJsr8c6ndhazbiP5HVrZ6T3vu/ZTbIJCPn9b/SGK2jqonwPzLKMy+H3dC/LC6Oyk3U2j+EfqZetwjgP5VE9kGWBd4/WRe30QDe4z/spSkCnF7rv0RRoE/kyf2/YOY7+IkDyj/68gLso1PYv7Fs5pDUQtE/xNlj2Be/p78WbvlISvrkPzqUoSqmUuA/tD7lmCzu7L/X3TzVITfYv6SOjquRXcc/WcAEbt3N8z9UdCSX/5D/Py/dJAaBld+/vMtFfCfm9r/QDriumBHrv+CBAYQPpeW/c7wC0ZMy5D86BmSvd3/wv10xI7w9COo/WFaalILu+z9juaXVkDj2v9ebvdggOLU/5RyGoLSBtz/+KytNSsHjP7X9KytNStK/tmeWBKjpBcD4/DBCeDThv+FDiZY8Huy/gc8PI4RH+b+sArUYPEzsP4XrUbgehey/rhIsDmd+1b/7PbFOle/PvxfUt8zpsgJAfzDw3Hu4/b+rlQm/1E/4PzWXGwx1WOk/bpCk/0AUsb+gppat9cX1P61M+KV+3vA/iuPAq+XOxL/HLlG9NbD1v+TR1z3D5YK/6x9EMuTY4j8M6lvmdNn4P1SQn41cN+y/Z9Xnaiv2AEDOOXgmNEmMPwcpeAq5UtW/0eBb/X1rtr/p8Xub/qwIwFr1udqK/fW/FD/G3LWE9j+lvcEXJlPlv+PBFrt91uW/nwQ25+CZ1r/p8uZwrXbiP0xSmWIOgtA/N1MhHomX578D7KNTVz7mv1SPNLitreu/XuaFhaRgr78OFeP8TSjyv9JvXwfOGfK/QPhQoiWP6T+8rl+wG7b3v/j8MEJ49ArAN2oqMAm8iL/C3Vm77UL2Pzx1myYisqY/fPMbJhqk6L8N4C2QoHjuP4v8+iE2WNG/lYCYhAv54r+cGJKTidvhP7WK/tDMk8e/ZL0HnjGCtL+uLTwvFRuzPy/f+rDeKOG/T85Q3PGm5b8cCMkCJvD5v7jJqDKMu+k/za0QVmMJwT+JIw9EFmnAP/im6bMDLua/FF0XfnA+xz+0WIrkK4HXP8G1yZcGNLW/SdkiaTf63T8uOe6UDlbyvwdgAyLEle8/6Sec3Vomxz8xfa8hOC7SPwg9m1WfK/+/ZXCUvDrH7T8DuoogKX2kPz1hiQeUTfO/AFMGDmjp7b/BOSNKe4P2vyO6DKQwlLa/xRouck/X578v3o/bLx/gvyNKe4MvTPW/zEV8J2Y94j/8UdSZe0jqv6ciFcYWAvE/H7k16bZE0L9oy7kUV5WpP1LX2vtUleq/tB8pIsOq+D+gbMoV3uX4P6/OMSB7vfS/WAOUhhqF1z8Zxt0gWqvrvxZNZyeDo/A/m5DWGHTC5L9YdVYL7DHFvy3saYe/JvQ/wEF79fHQwT8L73IR34niP135LM+Du/C/HOp3YWu22r9WurvOhvzvv0IhAg6hSvo/1PGYgcr49b/SjbCoiFPov7bbLjTXKQJAntMs0O6Q7z8MyF7v/nj0P0J4tHHEWvG/v9GOG3431D/GhQMhWUDzvxfZzvdTY/m/NZnxttJr77+tpBXfUPjIP+llFMstLfG/eT9uv3wy6r+Sek/ltKfnP420VN6OcPA/HrQNkvQfkD+pF3yak5fnv3E9Ctej8PG/rHE2HQHcwL/PoKF/gksIwLxYGCKnr8m/mgtcHmvG5z9BR6ta0lHYP9UJaCJsePY/DkqYaftX8r8FFytqMI3kPx1VTRB1n/M/bsFSXcBL7L+7YduizAb0P3nL1Y9N8pu/XmQCfo2k57+3tYXnpWLcP8bctYR80Pc/zR/T2jS2x7+0VrQ5zm3YP0WeJF0z+fA/2gQYlj/fxr+688RztoDfv5PjTulg/cO/TTCca5ih2T8FXbF1X4SfvxmQvd798QHAeJeL+E5M6L9FnE6y1eXqvwnh0cYRa/e/Tpw3qcNlkD9mEvWCT3PCP1DicyfY/+O/bTzYYrfP4z817zhFR/L2vxdIUPwYc8m/+1xtxf6y7b9cABqlS//sP0q1T8djBui/byu9NhsrvT/NkgA1tWzlP3/AAwMIH86/U3WPbK6a1r+/f/PixFfcP6xfn+9dOam/xebj2lCx4D+GcqJdhRT5v3/Bbti2qP6/4BCq1OyBzr9pUgq6vaTPPwgiizTxDuk//j7rM8qndT/CacGLvoL7v47pCUs8oPA/BHXKoxth7T9jesISDyj4v0jhehSux/a/p88OuK6Y2D9JMNXMWgrSP/lmmxvTE9G/mPijqDN35b+ADvPlBdjxvwRY5NcPsdA//gsEATJ03b9GzsKedvjvP0q1T8djBgDAkL3e/fHe9z92Gf7TDRTVvznRrkLKT/e/ITzaOGKt87/1TC8xlmnhv7Hp97MO/be/j8sTY/Q3sD8S2nIuxdXlP8bE5uPaUOe/opbmVgir1L/9TpMZbyvVv3xhMlUwagPAY3yYvWw75j+eBgySPi3kP6Os30xMF+k/9nzNctno0T8RUyKJXkbwPxK/Yg0Xuee/0NOAQdIn6z8f14aKcX74P6ddTDPda+a/mbfqOlRT7r91H4DUJs4AwLN8XYb/dNY/5Ga4AZ8f+r8f9GxWfa7XPyXK3lLOl+6/jDGwjuMH4r+kbfyJyobjvyhhpu1fWeK/6Sec3Vqm779m9+RhodbKvyJwJNBgU9O/wfl5+NeXsb8ZNzXQfM7Uvwjjp3Fvfs8/SaLyCp8Ilb+QhH07iQjNvy4gtB6+TKg/fEJ23sZm57+2Z5YEqKnRv97Q71bxobE/ObTIdr6f9z8TSIld29vuv6s+V1uxP/S/2PD0SlmG0D8gt18+WTHKP3Gsi9toAPe/WMUbmUc+AsAAdJgvL8DwP3gOZaiKqdK/6zao/dZO1z/lmCzuP7Liv9pVSPlJteI/JctJKH0h67+nkZbK2xG+P9JvXwfOGfK/4bTgRV9BxL9trS8S2vLzv3wKgPEMGgJAK9uHvOXq17+ndRvUfmvlv2agMv59xvS/PSr+74gKy79H6MKj6NysvxuBeF2/YOM/L4oe+BiswD+fkQiNYOPdv96OcFrwIvU/JvxSP28q378leEMaFTjJv3YcP1QaMcc/YOY7+ImD5L+zXDY656fkP2d9yjFZ3L8/utkfKLdt7D82H9eGivEAwJC/tKhPctI/kjU0rzQ6sb8dVU0QdR/MP+/Jw0Ktacg/NL3EWKbf6r9/v5gtWZXjv6685H/yd9g/fcoxWdx/7z/K/Q5FgT7QPxtHrMWnAPS/BOJ1/YLd4D/UQzS6g9j3v23n+6nxkgLAEvsEUIws3L8WE5uPa0PwP/8kPneC/dG/foSrTa0IrL++TX/2I0X8v9kkP+JXLO0/RS+jWG7p5r9WZHRAEvbnPzqVDABVXO0/Vn2utmJ/+T+Rm+EGfH77v1b0h2aeXN6/dXYyOEpe9j/CAePPptmavxah2Aqalty/m8k329yY9r80oN6Mmq/MP6MdN/xuuum/BaOSOgFN1b+QSUbOwh71P/Zf56bNOMm/qWxYU1kU3T+fH0YIjzbKPy0hH/RsVvU/1ub/VUeO478CK4cW2c79PzqvsUtUb9m/gQhx5ewd4D/q7GRwlLz+P83NN6J71tG/JEVkWMUb1b8H0zB8REzxv3Pxtz1BYuI/vTlcqz3sxz81fXbAdUXjv1X2XRH8b9e/4lgXt9EA4L9HVRNE3Qf4v1GIgEOoUvS/Bdzz/Gmj4j+Y+Q5+4gDcv2sr9pfdEwRAuJTzxd6Lzb8C85ApH4LcP44glWJH49S/OcX0zrI4pT9+qgoNxLLdP+gwX16Aff2/LSY2H9eG/D8N/RNcrKj6PyUIV0ChntC/fEJ23sZm27+28pL/yd/vv0AUzJiCNes/4jrGFRdH6L/rHAOy17sFwJzc71AUaPi/QieEDrqE1T9H5/wUxwHtv99wH7k1aeE/w4GQLGAC97/qBDQRNrzwv87ixcIQOeE/DQv/M5QktT+gG5qy0w/QP/d0dcdiG+U/0ova/SrA0D8TDr3Fw3vZPwcJUb6gBeq/mbfqOlRT7T8DvLuE+eGmvwSuK2aEt+e/x53Swfo/6L8aprbUQV7dP+nxe5v+bArAxXO2gNB6wj/DYz+Lpcjsvzp6/N6mfwzAhT/DmzV40T+keGw2HLdUP9MW1/hMduu/lE25wrvc9j9S1QRR94HyPzkKEAUzpry/3nGKjuTy0L9CXDl7Z7TjPxeCHJQwU+Q/WYY41sXt9D839GCcCZexvx+6oL5lTrs/Wg70UNuG5j+DM/j7xeznP5s7+l+uRdk/oBUYsrpV8b/udygK9An3vxdKJqd2Bum/Ogg6WtWS4b/njCjtDb7yvwg+BitONe6//I123PA77z/Qmh9/aVG/P+T5DKg3o+o/R+aRPxh48r+jyFpDqT3gP9DtJY3RuvM/S5ARUOEI6z9YyjLEsa7xvyZywRn8/cy/A7ABEeJK6L/goSjQJ/LIv9LfS+FBM+4//WZiuhAr4D8Id2fttovyPxObj2tDxde/yjLEsS5u8b8jFcYWgpzgP0CH+fICbOO/G2ZoPBHE37++TBQhdTvfP1YNwtzu5cY/w2SqYFRS1j+W0/lL5rO1v66cvTPaKua/hq5EoPoH0T8DlfHvM674v6n68If6uJk/cqQzMPKyqr+AgosVNRjwv0uvzcZKzOk/PZl/9E2a4j+UwVHy6pzzP1FM3gAzX+M/lBEXgEbp2D+rB8xDpnzZP9/cXz3uW96/iEuOO6WD/b/tEWqGVFHpv+27IvjfygLAXmkZqfdUxr+6EKs/wrDlP04LXvQVJPm/jSjtDb4w8T8yOEpenePyv/CO545ZUZ4/7QvohTsX7T+U3je+9kz+P79gN2xblM+/hXe5iO/E8L/4Nv3Zj5T0v8A+OnXlM/u/yZOkayZf9b/sL7snDwvwP7ND/MOWHua/FCNL5lje178MzXUaaSniv+WAXU2essI/n48y4gLQ0L/fpj/7kSLyv6Q5Daw+spS/Uz9vKlJh1T9VwaikTkD1v3OAYI4eP/e/k1fnGJA94D8JOIQqNXu8v1rlUxG4v5Q/FgRF4tS9uD//kenQ6Xnsv26b852pIZu/jyT3Kuiss790ip8QSxSxP5MD0e7rG7m/xZJy9zk+7T+laybfbPPwP0QZqmIq/eQ/HLYtymwQAsDmIr4Ts97iv9/gC5Opgva/1v85zJfXBMB3PYfoxqqvP7x6FRkdkNs/tp22RgTj1b8fEOhM2lTDv0ax3NJqiALAY0UNpmH4+b/CpWPOM3buv9f6IqEtZ/i/avtXVprUAcCEKjV7oBX6PzZWYp6VtOG/euQPBp778b8FFVW/0vnZP+vld5rMeMU/Mxr5vOIp6D8/pyA/G7noP5IFTODW3f+/ebnCmk7bVD/WVuwvuyf3PzJWm/9XHdy/scQDyqacBsAb8s8M4gPVv+IftvRoqoe/81SH3Az3AsA09E9wsSL8vxRBnIcTmMQ/feiC+pa587/Y17rUCP3KvzFe86rOatE/lE25wrtc2r8TDVLwFHLQP6BU+3Q8Zu8/N45Yi08B+j/Qm4pUGNvzP9tQMc7fhNu/Tzv8NVmjBMC9NhsrMc/Qv7nGZ7J/Hu8/bXU5JSCm5r/6RnTPukbPv9yeILHdveG/83aE04IX8D/7ITZYOMnjvwTj4NIx5+y/0sYRa/Gp6D/Du1zEd2LVv7YQ5KCEGfG/TGw+rg2V+z8xfERMiSTVv5268lmeRwBApVJHIo87qD9pcFtbeF7Qv2dhTzv8tf2/NXugFRiyAsABvtu8cdLpPxhcc0f/y96/n47HDFRG+T/2su20NSLdv2eAC7Jl+dO/D0OrkzMU1z/B5bFmZJDmP9JvXwfOGdw/LlbUYBqG2T+et7HZkergP/exgt+GGOk/KJmc2hkm7b/xu+mWHWLvPxS0yeGTTt4/Jv4o6sy9579I36RpUDTdP7MHWoEhawRAq+ek942vub9zuiwmNh/3P34YITzauPs/fhghPNo4/D8VAU7v4v3fPx1znrEvWeO/7ginBS96/r9v8IXJVMHTP5YJv9TPm/G/GtzWFp6Xxj8TZARUOILsP/YoXI/CtQHAXkvIBz0b+7/QgHozaj7hv7zOhvwzA+w/NbitLTwv47+6EoHqH0TWPyfbwB2o0+c/c7wC0ZMy5z/lRpG1hlLav/lnBvGBneS/WipvRzgt2j+w52uWy0bLP5qTF5mAX9U/dAzIXu9+9z98uOS4Uzryv5YEqKlla/s/n6ut2F929L9sJt9sc2PUP6g3o+arZOq/ArnEkQci3b/9vn/z4sTpP6X0TC8xltU/xqLp7GRw178dVU0QdR/8v8K0uXvKe4Y/vFruzATDzT/LoUW28/3xvyKKyRtgZu+/avZAKzBk6r80Z33KMdnjPxcNGY9SCbu/G4LjMm7q5b9PdcjNcIP8v65JtyVywe6/+aI9XkiH3r9TknU4ukrlv5IiMqziDeW/tWtCWmPQ5b9+qZ83Fan2P0StxJfk27K/OQzmr5C56T8KEXAIVWrAv0dVE0TdB/q/3pOHhVrT8r8u4jsx60X+vxu9GqA01OY/7BSrBmFu3L/cSUT4F8Hvv8xAZfz7jPG/6bevA+eM9T9yjGSPUDPTPy3Pg7uzdvO/Q+IeSx+67b9qTfOOU/TjPypVouwtZew/LPGAsilX9r/0piIVxhbSP8+9h0uOu/M/waxQpPs54L8uknajj3nhPym0rPvHwu8/nCELh5RVhz/hCFIpdrTsvycUIuAQKvi/zqW4quw7+r/KcDyfAfXbv9kJL8Gpj+I/l/+Qfvv6BcAAjGfQ0L/5v844DVGFP+0/5QtaSMDour+RuMfShy7+v589l6lJ8N0/7PfEOlW+xb+3JXLBGfzZPz1hiQeUzeO/CqLuA5Ba8D8dd0oH6//yv/+xEB0CR+e/cBerF43Gr7+jsfZ3tsfsv/2k2qfjMeq/0CaHTzqRzj8OEMzR43fyPwVR9wFI7fI/1o13R8bq5T/ACYUIOATxv8AhVKnZA+s/GJP+XgqP4L/htOBFX0Hdvwfr/xzmS/u/Dmq/tRMl6b82zgHd8uyzP897rZUa65y//BpJgnAF2L+N7ErLSL3vP/m3cMVqmLA/nmLVIMztxL/ZmULnNXapv/lISnoYWtY/iEz5EFSN0j8IBhA+lGjQP3A/4IEBBOg/OiAJ+3YS5z8/UkSGVbzwv5bs2AjE69e/pTFaR1UTyr9eukkMAivsP07soX2sYOs/NdHno4y4wr9ZVYp4RraiP2yx22eVmdu/U5eMYyR7wL+NRGgEG9fcv+dvQiECTgTAhBCQL6EC4b8r+64I/rfnv556pMFt7em/001iEFi59r+d19glqrfZPwytTs5Q3Ou/BARz9Pg98z9g663cZoW1P4f+CS5WVPU/EOZ2L/dJ5L8UXKyowTT7PzzB/uvctNu/mdNlMbH54j+n7PSDukjDv0sfuqC+5f6/y4Rf6udNnb9JEK6AQj3nv2Q5ruu8MqS/93ZLcsCu1r/WVYFaDB7mPzDYDdsWZcg/UvLqHAMy8j9KXp1jQPbyv7GnHf6aLOe/845TdCQX+D+bcoV3uYj0v6Xap+Mxg/2/ufyH9NvX8L9au+1Cc53EP9mVlpF6T+4/SnuDL0wm7j+w/s9hvrz0v2H6XkNwXNG/uAVLdQEv1D/DK0me6/vbv2recYqOpAFAjV4NUBpqwL8Plxx3SgcGQLCPTl35LMs/0/pbAvBP5T8d6QyMvKznP2QdM/VfjLW/BmNEotCy6b/cLjTXaST9P31cGyrGeQLAiQeUTbnC0r9vgQTFj7HlPwxaSMDocuU/5nRZTGy+9T9/hcyVQbXTP+xtjs5U47S/j+TyH9Lv9z+nzw64rhjuv0Yjn1c89cK/ctwpHaz/9b96cHfWbrv0v34YITzauPe/GjT0T3Cx8T9GtvP91Pj2P9/42jNLAve/vr9Be/Xx2r+eXinLEEf0v2njiLX4FPU/nMHfL2ZL07/Jcad0sP7vv7RZ9bnaCvY/frTu1X22uL9gsBu2LYoFwPyNdtzwu8W/WoKMgApH4r8Q6bevA2fxP+22C811mvc/oWmJldFI6L9hNZawNsbZv4nt7gG6L9E/dxA7U+i88r+CqtGrAUrjv3BbW3heKtu/F/Ayw0ZZ5j/tvI3NjlTRP1PQ7SWNUeC/Xi7iOzFr5b/09ozprpGzP2aDTDJyFve/wFsgQfFj578bL90kBoH1v5eMYyR7hOk/vtnmxvSE2b+RCmMLQQ7Xvx4Zq83/q76/wyreyDzy9T8PfXcrS3TgP4VCBBxCFQPAqtTsgVZg9z+u9UVCW073v1tfJLTlXOc/V0Chnj6C7r89m1Wfq637vypyiLg5Feo/swdagSEr9794t7JEZ5nhP9gqweJwZu6//mDgufdw/L+x3NJqSFzyv+y+Y3jsZ98/B3x+GCE80L8xBnu4if+kvzXrjO+Ly+0/zWFS1zW1qz9XlX1XBP8HwMf17/rMWc2/1gJ7TKQ04D/myTUFMrvjv4l46/zbZeC/Mxr5vOKpn79lNsgkI2fBvxUfn5Cdt9U/2scKfhti3z9miGNd3EbUP99OIsK/CMA/FakwthDk0j+W58HdWbvxv/+VlSaloADA2GX4TzdQ1b/LEMe6uA31P2A8g4b+CfO/547+l2vR5L9+GCE82jjwP6ipZWt9Efc/XI/C9Sjc8T+CqPsApDb2P4fAkUCDTcs/Olj/5zDf8r8gRgiPNs4BwCI17WKaaeE/Z+22C8119r8qO/2gLlLdPxf6u9KNC5q/XyhgOxix5j87jh8qjRjlPzpdFhObj/E/Wp4Hd2etBcCoqWVrfZECQKw41VqYBeG/L6LtmLor4b+Amlq21hfNv1yPwvUo3Pg/+G7zxklh2D8QO1PovMbwvxZqTfOOUwLAG2g+527X0L+Mr4dAP522PwHBHD1+LwPAHebLC7AP/L8oDwu1pnndv3am0HmNXfM/rrt5qkNu1j++T1WhgVjnvz3vxoLCoNU/0xHAzeLFwD/LhF/q503wP44EGmzqPNy/HThnRGlvzr+2K/TBMjbVPy4EOShhJvC/pgpGJXWC8D/F506w/zrbvz6IrlXMUri/0Jm0qbpH67+j6IGPwYrmP8strYbEvf2/WvENhc/W07+dRloqb8f0vyL8i6AxE+S//B2KAn2i9z9Z+PpalxreP4TZBBiWP7s/uK8D54wo2b9BsPTrmASRv5j6eVORCgXAIApmTMGa4b/o+GhxxjDVP3XlszwPbu+/IhlybD1D6L9vMgXGVcCYP8ucLouJzfC/vYxiuaVVAcDHgsKgTKPlP/K1Z5YEqNm/Zaa0/paA5L8oDwu1pnn5v8i3dw36Uug/XfjB+dSx4j+i8Nk6OFjuv7iU88Xei7m/AHSYLy/A8j9mS1ZFuEnhv++qB8xDptU/jdR7Kqc97D89D+7O2u3uP7mpgeZz7sw/jnVxGw3gsT/2XKYmwRvcP6Fl3T8Woti/pacj21Q4nT8CK4cW2Q4IwAK5xJEHItM/+tSxSumZwj/3sBcK2A66P3qlLEMca/k/i4ujchO1nL89m1Wfqy32v1itTPilfvK/PNujN9xH4T/M7snDQq3cv8qjG2FRkeC/cHuCxHZ34D8DM5U0Nb+yvy3r/rEQne+/YvNxbagY9b9iSiTRyyj1v/gZFw6EZOM/EAaeew8X8r+N7bWg98bmP04oRMAh1Pe/d0zdlV2w6r8peXWOAdnlv2faWU8IeLG/z9csl43O2L9HyECeXb7VvzSAt0CC4tC/3e9QFOgT8r8eozzzctiVv2xDxTh/E/S/8L+V7NgI979lqfV+o53oPx/Y8V8gCNS/EF1Q3zKn9L94RfC/lWz6v4RnQpPEEuC/85Nqn47H8z+SPq2iP7TpPzLEVnX7UYk/0qbqHtnc5L9n7iHhe3/vv4gq/BnerOy/dJgvL8A++L/2fw7z5QX2v5zDtdrD3uE/fo/66xUW07+C/de5aTPov876lGOyOOM/zTrj++LS7b85Jov7j8zvv2HB/YAHBs6/C5UkdDwLqz8wgsZMol7hvyKKyRtg5sm/hBJm2v6V4T8ZraOqCSLiv8cRa/EpwAPAmuyfpwGD0z/Gv8+4cKDov/q2YKku4Ns/1skZijte4L/mrE85Jovlv3ZSX5Z2ats/Hv6arFEP67/QnWD/de7iv49SCU/o9dS/N6rTgaynvr84Z0Rpb/D/v7sKKT+p9vA/o8wGmWRk8z9TkQpjC8Htv3wnZr0YSvO/L6NYbmk10z8faAWGrG7wPyj0+pP43No/1lbsL7sn+D/wUBToE/n9P1T+tbxyvdI/4V0u4jsx3D+Zuiu7YHDBP19DcFzGzeA/6svSTs3lxD8FwHgGDf3uv12MgXUcP9I/YMjqVs9J87+jrN9MTBftP1dgyOpWz/W/2c2MfjQc5b/BAS1dwTbmv8Gtu3mqw/K/PgXAeAaN9D+x+47hsR/hv5htp60RQeG/wMsMG2X907/JAiZw6+7yv5OMnIU9bf8/5UF6ihwitj++wRcmUwX5vxMdE3NaAbm/hLpIoSz8478MlX8tr1zVP3WSrS6nhOC/KcsQx7q4+b9B1lOrr67hv2ovou2Yutg/x7yOOGQD1D+kp8gh4ubKv6ZEEr2M4vC/+MJkqmDU9b/QfM7drpfnP4FDqFKzB/O/dTxmoDL+/D+WoeAYuPKsv3BgcqPI2u0/ZhAf2PFf2L9BguLHmDv0PwNDVrd6TvG/AcCxZ89l7L87NgLxuv7jvw+cM6K0N/C/UyRfCaTExL/t1cdD393MP671RUJbTgfAEEBqEyd3+b/X+iKhLefyPzCca5ih8du/c6JdhZSf3D+lSSno9hL2v/4ORYE+Efi/j/zBwHPv879AFqJD4EjSP97KEp1lluG/QYLix5g79D/7sN6oFabmP8I0DB8RU8A/7+GS406pAED129eBc8YBQESGVbyReeK/9MEyNnSz2b/bheY6jbT3P+j6PhwkRNi/+FEN+z2x4z/wMsNGWb/ev8kdNpGZC9S/exSuR+H67L/jqNxELU3jP9qoTgeyHuQ/Oj5anDHMpb8QH9jxXyDnP9rHCn4bYta/JgD/lCrR4b/aIJOMnIXwv7JoOjsZnPe/XP+uz5x17r+yhSAHJUzovwSr6uV3Gu0/9aEL6lvm8L9W8NsQ4zXiP0KUL2ghAck/gcUrWspDgL9OCvMeZ5rjvzjZBu5Ancy/vcYuUb219r81XrpJDILzv7jpz36kiPS/Szlf7L3447/kLOxphz/1vxY1mIbhYwDAMpI9Qs0Q4z/vAE9auKzpv4wQHm0csb6/izcyj/xB5j9z1qcck0Xnv1Mj9DP1ut8/Ksql8Quv0D+BXyNJEK7IP5uqe2Rz1eG/Pj22ZcBZ1T9G66hqgijyvx0CRwINNuQ/WHOAYI4e8b/BdFq3Qe3tP+L68UMXZxs/2LlpM05DyL8iT5KumXzNv+EKKNTTR+S/QznRrkIKAsBSSZ2AJsLMv4zzN6EQgfA/LxfxnZj15D+jzXFuE+7LvwJlU67wrvi/D7QCQ1Y39b8VcM/zpw3kP3hi1ouhHPq/y87sBEU9tL/htyHGa17vv98e3znvWrM/LxUb8zri3j/lDpvIzAXTPxeARunSv+i/+kSeJF2z87/J/+Tv3tHvv4tPATCewfG/IAw89x4u8D/8KZ8vB4uEv0vl7QinBea/eAq5Us8C5j9SD9HoDmLxPyY1tAHYgO0/JVzII7iR6b89RKM7iJ32v54PjfaRvm0/izcyj/xBBsDfUzntKTncvxVvZB75g/a/a5p3nKLjCMBHAaJgxhTnP62KcJNR5em/ixcLQ+T0w7+F61G4HkUBQMXiN4WVCty/RfC/lexY/7/bwYh9AqjoPzAQBMjQsdk/1LfM6bKY/T+FfNCzWfXdv7Q8D+7O2ti/3enOE8/Z27+G56ViY97iv1bxRuaRv+Q/RmEXRQ9847+mmllLAWnav4nvxKwXQ/i/j+TyH9Jv+b96ihwibk7Rv33O3a6XpsQ/1q2ek9438r8gskgT7wDYvzMV4pF4+eq/WDWtuUhGr7/0wwjh0Ub6PzlDccebfOy/UaVmD7QC5z8VUn5S7dMKwDnWxW00APa/0FZvHpjtoL9Lk1LQ7aUFwHkj88gfjPe/BYpYxLDD7r9lGk0uxsDOP6GEmbZ/5eE/FVJ+Uu0TAMBxcVRuopbZP4NorWhznOI/H/MBgc6k5j+M8zehEAHzv1xaDYl7LPI/3rBtUWaDzL+KyLCKN7L/v3Le/8cJE8i/d6G5TiOt8L+jQJ/Ik6TFPznWxW00gPi/tJPBUfLq9r++2lGco47ePwkZyLPLt+q/zxWlhGBVz7/x9EpZhjjzP05BfjZy3cA/RwTj4NIx6r++ZyRCI9jGP1M+BFWjV+w/xt0gWivazL8d44qLo/LhPz0w26kUlrW/qtOBrKdW1T+ERUWcTrLlv3HMsieBzeo/UDi7tUyG2z841zBD4wnuv4HqH0Qy5Mq/CObo8Xsb9b8y5UNQNXrHv7eCAd/Il6u/4UBIFjCBwz8TZtr+lRXzv+zdH+9VK/q/KJmc2hkm5D+GONbFbbT0v49srprniNA/Ud7H0RxZy79d34eDhCjUv6A3FakwttC/0a5Cyk/qAECv7lhsk4rlvxHiytk7o+u/DK1OzlDc3j+5UzpY/2cBwMjqVs9J78U/DOpb5nTZ879wXpz4akfavwCt+fGXFu+/1owMchdh3T+OI9biU8ABwHCzeLEwRMg/GeJYF7fRsj9QGf8+48LwP4wS9Bd6RO6/poEf1bDfwb98DixHyMDgv2rcm98w0dC/k6mCUUmd+b/j4xOy87bov0X11sBWCfQ/HO244XfT4784Sl6dYwAAwF1Q3zKnCwHABi/6CtLMAEBdbFopBHLrP15jl6jemvM/Yygn2lXI9T/XS1MEOL3lv3b/WIgOgdO/MSQnE7cK2D8f6oiNw6qbP3gLJCh+jNa/k3Ahj+BG2z8rbXGNz2TcP51GWipvx+2/+dueILHd0787Vik900vev3Qkl/+Qfva/fzLGh9nLyj/1MLQ6OcPqv2sOEMzR4/y/uDGH7qNktz+NRdPZyeD8P0fGavP/Kue/LCdGOxM/t7/EmV/NAYL+v9YBEHf1Kts/BvUtc7os1T+3nEtxVVn+v1H3AUhtYvI/fH+D9upj7b+C/61kx0bxP/IMGvonuOk/6GZ/oNy26j+DaRg+IqbwP67YX3ZPHp6/prc/Fw2Z4D/GGcOcoE3nv5wzorQ3+AVAQDGyZI5l7j8KKxVUVP3fv37ja88sifK/14aKcf6m8L/mO/iJA+jFv89nQL0ZteW/GM3K9iHv5b/sUbgehesGwHgLJCh+jPc/Lv8h/fZ1/L9cc0f/yzXiP6n7AKQ28fW/6INlbOhm0z9YyFwZVBvVP1DCTNu/MvY/UrgehevR8D+ughjo2hflv+p3YWu28tC/PL1SliEO/r/+KytNSkHyvyB551CGqtY/fEeNCTEX5T/Vko5yMJvWvzAvwD46NQHA7uvAOSNK+L8yrrg4KrfkP51LcVXZNwbAqvQTzm6t4D9VMCqpE9D8P3cQO1PoPPc/+FW5UPnXvj9trS8S2jIBwOCcEaW9gQLAQEzChTyC2D/SGK2jqgn6v4e5SbFIuKm/BDkoYabt7T/TvOMUHUn1P4kpkUQvo/A/aF4Ou++Y6r84aK8+HnrlP4rlllZDYvO/ER5tHLFWAEBaETXR56PGv3kgskgT78K/QKTfvg6c5T+NYU7QJofLv8UgsHJokf6/IoleRrFc+j/g9ZmzPmXmP9F14Qfn0+C/mWN5Vz1gzD9fninPF9akP9fAVgkWB/A/JJGmD5f7gL/Jdyl1yTjRP4sXC0Pk9N6/a32R0JZzx7/de7jkuNPxv9I6qpogKgFA1jkGZK939b9zuFZ72AvrP8FxGTc10Oe/sacd/pqspb9NDwpK0UrmP/cGX5hMFQTA2hznNuFe4z+aIsDpXTzov4mZfR6jPOq/d9uF5jqN3D/83qY/+xHxPw9iZwqd1/U/oG8LluqC5z/j4xOy8zbjv8y209aIYLK/iNo2jILg0z9blNkgk4zwv0ykNJvH4e6/Zwqd19glxD+hhQSMLm/fvxTObi2TYe6/+MJkqmDU8L87Vik900vmPxgmUwWjksY/+b8jKlQ3u79MqODwgojbv7vtQnOdRvA/B84ZUdobA8BApN++DpzHP6eWrfVFwvG/IHwo0ZLH7b8wmwDD8ufZP0BtVKcDWd+/5Ga4AZ8f8j+iCRSxiOHnvxrc1hael+w/IJkOnZ734L83bFuU2SDDP1/P1yyXjek/28NeKGA7678rhNVYwtrpv6Wg20saI/c/529CIQKO/b9DdAgcCTTkPzBl4ICWrtO/priq7Lsi1D/kTulg/R/4P5OKxtrf2eG/w552+Gsy/78dWmQ730/xP8e44uKo3OY/4UVfQZox+b9d4V0u4rv+v10z+Wabm/U/IuAQqtTs/b/Fxydk523GvyefHtsyYOI/KEnXTL7Zwr9A9nr3x3vsP5rOTgZHSfI/sqAwKNNo1j+SeeQPBh7xv9nr3R/vVfC/14o2x7lN6j/L8nUZ/lPsP4T++AH+36+/uw1qv7UT0L+JXkax3FLxvxyastMPauk/LM8oAkEls7+TxmgdVU33vw034PPDCO6/mMCtu3kq9b/0UrExryPSP/JBz2bVZ/e/kPgVa7jI0D/xY8xdS8j2v1eUEoJV9ew/PdUhN8MNxj9VLlT+tbzsv5C+SdOgaNg/YJFfP8QGu7/zVl2HakrrP8v49xkXDvK/pTDvcaYJ778J+aBns2rkvzV+4ZUkz9K/9FKxMa+j6r9Qb0bNV8nSPzoeM1AZ//0/mN2Th4Va9L+NRj6veOroPxxdpbvr7OI/zPEKRE/Kzj9IizOGOcHlP0DBxYoaTPa/3NjsSPWd0j/vj/eqlQkAwF0XfnA+ddm/QznRrkJK9D9/pIgMq/j9v6JFtvP91NS/AoQPJVryqD9sW5TZIBP4P54pdF5jF/I/y7kUV5V99j/Z0M3+QDnov6yt2F92T/g/YwrWOJuO0r9cGyrG+Zv5v9/42jNLgvE/+boM/+kGuj8cfcwHBLrtP71TAfc8f9k/1Qj9TL3u7L/UfJV87C7iP7wDPGnhstw/SiMLPQc7sr9TswdagSHRv4mXp3NFKeC/+I2vPbOk+b/RJLGk3H3av5S+EHLe/80/wcdgxalW6T87OUNxxxvjv+vFUE60q/u/ycuaWOCr4D/7y+7Jw0LwP7dFmQ0ySfI/mE2AYfnzwz9kWMUbmcf0v5KU9DC0uui/FQMkmkAR1T8pCB7f3rXrvx1JOOPqtq4/106UhETa0z/Kw0Ktad7TP10Y6UXtfuI/mdnnMcozzz8BE7h1N8/5P/RsVn2udgDA6fF7m/7s/b8YfJqTF5nrPwSQ2sTJ/fC/26LMBplk9L/UK2UZ4tj/v/ZFQlvOJfK/jGZl+5A36z95QNmUK7z9Pw2Jeyx9aPe/+8kYH2Yviz9kYqnkUkulP+dSXFX2XfG/jNzT1R2L5T8UW0HTEivkv8IVUKinj+4/7Eyh8xq79z9TJF8JpMTZP1Cm0eRiDN4/Zt0/FqLD478t7GmHvyb/vwfr/xzmS/q/0J1g/3Vu0D9aRX9o5sniv1XejnBacPA/+tSxSumZ079u+rMfKSLQvwspP6n2afE/2/l+arz08T9hGoaPiCn8v5eg0Px7OqC/3/5cNGQ84b8wuycPC7X7v4gBASFIlLi/amrZWl+k9r8IBDqTNtXgP1w+kpIehuW/XeLIA5FF0b+5N79hosHlv8TOFDqvsfI/LWusDspFsj/bboJvmj7Nvyv52F2gpOu/VMa/z7hw378c7iO3Jt3TP87DCUyndd2/iXjr/Ntl0T/CvTJv1fXpv+9yEd+J2eE/6lvmdFlM9r/cKR2s/3Pzv9o7o61KIsM/SMFTyJX65z+tTPilft7wP59ZEqCmFvq/ZePBFrt9wr/3WPrQBfX+vygPC7Wmefq/A+yjU1c+4L8Facai6ey8P7R3RluVRMy/u37Bbti29T/rkJvhBnzGv4yhnGhXofa/7GmHvybr9D+kHMwmwLDeP7clcsEZ/Ni/Hm6HhsUo5T8UJSGRtvHgv3CUvDrHgPA/6+2FuChpsL9RiIBDqFL5v/0wQni0cdg/oP1IERnW/j+rWWd8X9zqPw9/TdaoB/C/1hwgmKPH5D9kPEolPCHkP8pskElGTvi/71TAPc+f4j8N4C2QoHj5v44j1uJTgPS/c/Vjk/yI7b+chxOYTmvnv9JtiVxwBta/yLd3DfrS7L9CCTNt/0rxv451cRsN4OC/d7temiLAyb/izRq8r8rfv1whrMYS1tA/N4lBYOXQ/r8eM1AZ/z7rv5M6AU2EjQLAsYo3Mo987z8PC7WmeUflP5uOAG4WL+C/tVAyObUz4r/1ZWmn5nLkv+epDrkZbvS/si0DzlKy0D/yXrUy4ZfKP2AfnbryWd+/cLa5MT1h+L9csoV7wJezv3JSmPc40+q/2CrB4nBm8L90keefhamuP2qkpfJ2RABAfuAqTyBs4D+932jHDb/TP0d3EDtT6Pe/aB8r+G2I3r/0P68uXXe5P5jdk4eFWvA/GNLhIYyf6T8YovlSLkO4P9wpHaz/c/s/6lvmdFnM4T+XGwx1WOHXv2pQNA9gkdG/JGJKJNHL9792jZYDPdThP7vwg/OpY9O/1QRR9wFI8z+VfVcE/9vqvzSitDf4wvS/MVuyKsJN2D+NKsO4G0TVP7CSj90FyuQ/PEuQEVDhwD+azk4GR0n0v2r67IDriuO/P6n26XhM8r8iwr8IGjPav+2ZJQFqavQ/xQJf0a1X4z8/cJUnEHbpPwk4hCo1OwBA30+Nl26S8L9Kea2E7pLhvw7Y1eQpq8O/FhQGZRpNuj80nZ0MjpIDQCCcTx2rlMy/AmVTrvCu8L/SNZNvtrnTvxjuXBjpReI/PB9UmK2rqL/VJk7udyjiv/HVjuIc9ea/X2Is0y8Rwz/MRXwnZj33v6XXZmMl5uw/Lexph78m+L/76NSVz/L6P0Bs6dFUT+c/QwBw7Nlzyz/YnlkSoKb+P3bDtkWZDdu/nwH1ZtR81b/icrwC0RPmP49TdCSX//i/J02DonkA3b85Qgby7PLRP2vXhLTGoNC/lnuBWaFI0r9FniRdM/nRv/BPqRJlb9i/2/l+arz08T+dL/ZefNHnPxlZMsfyrtm/SvCGNCrw4L+WPnRBfcvKv5jdk4eFWr8/uY0G8BYIBMDc8/xpozrbv8ztXu6To9K/r13acFia4L8Kv9TPmwr/v1g7inPUUe4/wk6xahBm778DQ1a3es77P0dy+Q/pt9e/B0KygAnc0j+xM4XOa+z2v/95GjBI+sY/VMVU+glnzz8h6GhVSzrTvxSy8zY2u+S/T0ATYcPT+L9FniRdM/nIv3Ww/s9hvve/ngsjvahd5T93vp8aL93wP8LAc+/hkvm/nx7bMuCs6D+Coh5HGKuyP2oYPiKmxOm/nl4pyxDH8L/LnC6Lic32P58561OOydW/304iwr8I4r8nT1lN1xPLP1yrPeyFAs4/1/oioS3n87/hehSuR+HzP5j6eVORivW/AwmKH2MuB8Ana9RDNLrYPyntDb4wmfI/9rUuNUI/xb/LEMe6uI35v5MZbyu9NtI/hGQBE7j18D/fbHNjekIFwCmuKvuuSADAFR3J5T+kv7/whclUwajmv5nwS/28KfY/JQhXQKGeyj8JbTmX4irzv0Atq1VgbbU/qDrkZriB7D/kEkceiCy6v1x0stR6v+0/1SE3ww343T+1VN6OcNr0v79EvHX+7dC/v9alRujn4T+ppE5AE+H/v8f0hCUe0Ou/3o5wWvCi8D+wxtl0BHDdP0+WWu83WuK/JzJzgctj5r8prir7rsgHwFCnPLoRFtU/codNZOYC5j/kMQOV8e/yP/n2rkFf+uI/fSQlPQyt778a3UHsTGEDwAqfrYODPeI/eXoA5rVtq78jopi8AWbEPyXLSSh9IdA/9FDbhlGQ4r8rGJXUCejxP+ZY3lUPmNa/FF0XfnA+7D+dLouJzcfZv7n/yHTo9O8/7IH7plWZnj+QZiyazk7hv3Fa8KKvIAHADAIrhxZZ4r/0qWOV0jPZvyzxgLIpV/G/pDhHHR1Xwz9P54pSQrDcv2eeXFMgs+w/Di2yne9nAcCg4GJFDWYCwHo2qz5X2/u/wxA5fT3f67+7ZBwj2SPaPy7iOzHrxfC/Zmg8EcR55b99ytafaS6cP0JzQo3n2LK/EeLK2Tuj2D/X9nZLcsDcP2Gm7V9Zade/k3NiD+1j2b/erpemCHCKP/cdw2M/i94/422l12bj4b/+JhQi4BDwPyfChqdXSvY/f6ZetwiM078kCi3r/rHRP+I9B5YjZNu/gSOBBps62r9Jg9vawvPSv9MvEW+df++/9zqpL0u75L+wAKYMHNDlv5IjnYGRl8u/Tpzc71CU6783Gysxz0rpP4S7s3bbBfG/l/+Qfvs68L8MBWwHI/blP9nr3R/vVcm/mGvRArStwj/qz36kiIz1v/CICtXNxdm/zok9tI8V0D8DCvX0EfjivyTTodPzbsa/LUMc6+I22b+6SQwCK4fMv3G+IgkMo4o/Z9Xnaiv2+z+PjUC8rt/1Pybkg57NKv2/TOKsiJroyz/h0cYRa3HzvzYC8bp+QfA/PIidKXTe9r+gibDh6ZXWv11txf6ye/4/+mLvxRft0D8BamrZWt/1PwwBwLFnz9E/LdLEO8CTzD/BVDNrKaDtP6g1zTtO0cW/sP7PYb68+78Ec/T4vc32v+4HPDCA8MM/KcMCqV7Itr8Xf9sTJLbbP0ZEMXkDzLy/0qsBSkONwr90fLQ4Y5jgP7zmVZ3VAtA/oE/kSdI19z8ep+hILv/0vxQ/xty1xABA3SVxVkRN4L/RCDauf1fjv3e7XpoiwM8/8nub/uzH+T+rJR3lYDbqv1EPdi+cEH+/AUwZOKAl6r9C6nb2lQfPPzSitDf4wsy/oZ+p1y0C3L+jkc8rnnrGP0Mc6+I2Gvk/kdCWcyku8z/hehSuR2H2v1GlZg+0AtC/d4cUAySa179LH7qgvmXbv+I+cmvS7eu/tFcfD3136r+SBUzg1t30P8ri/iPToeo/Fk7S/DGtvT+fknNiD+3UvykEcokjj+C/ZapgVFInxr9jtmRVhJvMP16FlJ9Ue+C/J6Wg20ua+z+B7PXuj3fxv5yKVBhbCPK/7j1cctwp+D8y5q4l5IPxvzEHQUer2uW/L/oK0ozF97+SdM3km20HwNu+R/31Cta/H67mSk43er822yYmuQ2yv5J2o4/5AOk/X5m36jpU4j+WW1oNiXvdv0Z6UbtfBeI/7ncoCvQJ6T+eB3dn7bbiv6ZEEr2M4um/s82N6QlL8z/KFd7lIj7yP3b8FwgCZM6/fa62Yn9Z8D92wHXFjPDKP0tbXOMz2dU/OSo3UUvz678eUDblCi8CwK62Yn/ZvfG/5L9AECBD0r/LEwg7xargP8nIWdjTjvA/PdaMDHIXzb/rkJvhBny6v/1P/u4dNdi/cXZrmQxH4L8qb0c4Lfj2vxB2ilWDMOK/0sWmlUIgzT9YxRuZR/7xP/8JLlbU4P0/BTOmYI2z3T9HVRNE3Qf4v9Hq5AzFHdI/pz/7kSIy8b/so1NXPsv1Pz0K16NwvQBAuOS4UzpY+D9HyhZJu9HXv40ngjgPp+O/Pu3w12QN+z9dxHdi1gvwP+SCM/j7xdI/BFTdyOE4tz+6MNKL2n3iv5i9bDttjdu/YXE486s5+r9TXFX2XZH+vxFTIoleRsk/a1id5i7Tsr+D+MCO/wLqPw2NJ4I4D9C/ooIexZSjoz/gDtQpj27Qv6+ZfLPNjfO/NX9Ma9PY7b8mqrcGtsr1v85THXIz3Pi//+cwX14A9D/boswGmeTzv1UYWwhy0Pi/xr5k48EWyb8CZylZTkLtv58Y3Wprflu/rMWnABjP97/c14FzRpQBQJfiqrLviv2/9Q8iGXLs5L9diNUfYRjkvxefAmA8g9S/4Sh5dY4B7z89Y1+y8eDhvxo09E9wMfO/KnReY5eo8r/tnGaBdofWPxtoPudu17G/36RpUDQP0z8Ni1HX2vvdv7/Rjht+t+c/s7W+SGhL5b/htUsbDku7v9NqSNxj6fS/gT6RJ0nX278sn+V5cHf1v3pwd9Zuu/E/UdhF0QMf7j8ExvoGJjfgvzihEAGH0PK/SMMpc/ON3j9SD9HoDuLwP7a8cr1tJuQ/gjtQpzy67b/W/znMl5f1v51LcVXZ9/W/gJpattaX8T/4i9mSVRHVv7kZbsDnB/o/LBGo/kEkv7+m8naE0wLyv/VMLzGW6di/D5ccd0qH9b8uGtdkMsGzvw1GNqFajq0/TGw+rg0V9r+HokCfyJP/v1/HyQ47nWU/cuFASBaw/b+nXOFdLmL/vzp3u16aItA/lgoqqn4l4j/75v7qcd/nP5Jc/kP67fA/3GgAb4GE8j+tw9FVurvuP5v/Vx05UuC/fZbnwd1Zy79QFymUha/pP4vCLooeeOU/cXyjDAukir8fL6TDQxjqP7nfoSjQ5wTALNSa5h0n+L95sMVun9Xkvw/W/znMl/q/kNrEyf0O5z8TfNP02YHsPzP5ZpsbU+S/rtNIS+Xt8L+WPnRBfcviv2moUUgyq9S/wHgGDf2T9L/I6lbPSe/av9mUK7zLxeA/CVBTy9Z6/j+LGkzD8BHyP/d0dcdim+a/30+Nl24S0L8HQrKACdz7v5EOD2H8NOG/9FMcB16t5T8mUS/4NKfgv3mLLD6qBrS/AvIlVHB457+ASpUoe0vbPxbB/1ayowFAk/3zNGCQ1b9Ot+wQ/7DWv6Q5svLL4O8/4CpPIOyU6b+uEiwOZ370v1luaTUk7ui/5ssLsI9Oxb/b39kevWHlv1/v/nivmgbAMSWS6GUU8r+R1a2ek17wP3wPlxx3SvE/L6hvmdNl9j9gWWlSCjrwP7x4P26/fN2/hPHTuDe/xz/SlWMNcnJav6nZA63AkPA/CTNt/8rK9L99Ik+SrhkCQBEZVvFGpgBAa7ddaK5T8b9wmdNlMTH9P/M8uDtrN/a/xVVl3xVB9D8iq1s9J73Rvy7AiMePQrc/cT0K16Pw4L90X85sV+juP27dzVMd8vM/vr7WpUZo5L92ptB5jV33PyRiSiTRy/C/dR+A1CZO9T/vjozV5v/JP26iluZWCME/Ew8om3KF1D8qjZjZ5zHWv8SWHk31ZMK/ud+hKNAn8T/gDtQpj+7nP68K1GLwsOc/6dSVz/I8+z8Plxx3Sofxvx/WG7XCdOM/Oh4zUBl/8D+jdyrgnmftv5ynOuRmuPa/1CgkmdU76z9PO/w1WSPwv+F6FK5H4eA/a5vicVEt0r8gKSLDKt70P1DicyfYf9A/lYJuL2mM0b9cctwpHaz4v4RFRZxOsr0/vAUSFD/G8b9MiSR6GQUAQJjdk4eF2vW/U3k7wmlB/L8MBAEydOzYv+bo8XubfvI/V+iDZWzo5j+EKcql8Qufv4RIhhxbz8Q/TI47pYP1/r+k/nqFBffSv/d14JwRJfI/RFQ8iWO4pb8pzeZxGMzSP2x2pPrOr+y/Mc9KWvEN7j+Xi/hOzHrXv7kZbsDnh9K/DeAtkKB4978dA7LXu7/0v3qlLEMc6/K/Dw2LUdfa3r8j88gfDLz2v6BsyhXeZfU/TYbj+Qyo4j8aqIx/n/H0v/UmKyvykLa/d06zQLtDxL9VMCqpE9DAP3EceLXcmcE/4GbxYmGI4j+NCMbBpWPfv3pQUIpW7tu/2LYos0Em6z/YDdsWZbb7Py+ISE27GOU/XU90XfjBqT+kpfJ2hFP1v4P5K2SuDM4/M/lmmxtT/L8HexNDcjLnv+Oqsu+KYPq/bvqzHyki9j8tPgXAeAbov2B4Jclz/eO/qyFxj6WP8D/1g7pIoSzQP90HILWJE+K/S80eaAWGxr/xrVl4qLeyPwq/1M+biua/DM11Gmkp+7+7RWCsb2C+vwsT/CWYILm/EK/rF+yG9r9yTYHMzqLRv6si3GRUGd6/rKjBNAyf/T9Dc51GWiryPyx96IL6lvC/YaqZtRSQ7b/vSKsQRTe3vyGwcmiRbfI/o+cWuhKB0z9afuAqTyDZP22BTlKqjoa/d/hrskY9/L+oNjgR/drAP5EPejarvvK/UFPL1voiwz9aEqCmlq3/v3V0XI3syu6/B/AWSFD8xD9D4h5LH7oCwHYcP1QaseC/EVMiiV7G9b/HaB1VTZD9v8PYQpCDkvg/H6LRHcRO5b9pqifzj77WP32zzY3pCfA/vCL430r28L8KgPEMGvr3v/LKmv0mubI/YoOFkzT/4b/+1k6UhMTkP1PovMYuUf8/Q1iNJayN7b95P26/fDLlPz2Zf/RNmsa/Z9Xnait29L8cZO1KJgKsP+ik942vPfa/qMMKt3yk6D+22sNeKGDDP7X5f9WRI+W/b2Qe+YMB+L9yYQ+zuHtQv1ojJ7j9l7i/zzKLUGwFyz/sUbgehWv4P5NwIY/gRtS/KCfaVUj52T+wAny3eePmP4uLo3ITNeQ/ozzzcth91D/NXODyWDPhv10ZVBucCOY/onprYKsE+L+AEMmQY2vvv2/W4H1VruE/trsH6L6cz7/11sBWCZb8P+rOE8/ZAuO/woanV8qy/b/T2cngKPnkP7N78rBQa/Y/Lq2GxD2W9L+6n1OQn43dP1lRg2kYPvE/hetRuB4F6L8+yogLQCPhv662Yn/ZvfQ//+kGCryTyb9F2PD0SlkBwN+JWS+G8vW/hiAHJcw0AMACK4cW2U70vwWjkjoBzf4/8uocA7LX9j8om3KFd7n5v1J8fEJ23tQ/QUgWMIFbyz/ji/Z4IR22v3ke3J212/K/3BFOC150BMA6WWq932jFPxqKO97kt84/nJzrRf6qt79ZwtoYO+HHv4xK6gQ00QDAhnE3iNaK1D+azk4GR8nxv5iG4SNiygLAhsYTQZyHwb9sdqT6zi/fv+IBZVOucP2/2PSgoBQt678yqgzjbhDgPx79L9eiBcC/F5zB3y9m6L/tR4rIsAr0v6c8uhEWFdC/vD0IAfkSxD+nID8bue7sP4FDqFKzh/Q/n3HhQEgW8L+FfNCzWXX6v0zhQbPr3tW/gbOULCehwL/PoKF/ggv0P+nxe5v+bPK/R450Bkbe5T8eFmpN8w7zP06AYfnzbey/It+l1CXj5T8ychb2tMPNv81YNJ2dDPY/JPJdSl0yxD8Kv9TPm4r5P7AEUmLX9tM/BBvXv+sztb+zX3e680TiP//sR4rIsPK/AiuHFtlO479SRfEqaxvqvxFwCFVqdvi/LskBu5o85L+XyXA8nwHvv23KFd7lIuQ/H9eGinH+oj9TsTGvIw7UvyDSb18HzsW/ZRniWBe32b+trCP9rOi1P8xiYvNx7fa/oz1eSIeH1D8AxjNo6B/9P6b6hKIvc7g/Ios08Q7w1L+q1sIstHO+v6VmD7QCQ/C/VYZxN4hW47/w3Hu45Dj4v9wuNNdpJPE/Gf8+48KB17+H+8itSbfuP768APvo1Ou/XB/WG7XC5L+u8C4X8R3kv+hQ4WMLnKe/G55eKcuQ8r/UDn9N1ijrP/p+arx0k+C/ApoIG55e/r9szOuIQ7biP3u8kA4P4eu/HM2RlV8Gx7/Fymjk84rqv2To2EElrs8/8l1KXTKO1r+1MuGX+vntP6+V0F0SZ+G/r5RliGPd/j9y/bs+c9bQvwCRfvs6cPm/226Cb5o+67/CbW3heanCv2r5gas8gcw/dmwE4nX9/r9dKRWe4ReyvzqJMX5UomC/Bd1e0hit8z8y5q4l5IPxP9LijGFO0Oo/Lo1feCXJ2z9Zox6i0R3mv/QXesToue0/oS3nUlwVAMDW2G830mO5v4MTdvY6Tpa/+KV+3lSk+L9D5zV2iWr4v13dsdgmlem/qfbpeMxA/79AhF25g32yv2+e6pCbYfw/Yd9OIsK/zL8/4les4SKrP2h4swbvq+q/GoaPiCmR9j8+sU6V7xnoP95wxP/Cl6o/H9eGinF+9r+kU1c+y/PyP9gORuwTwOW/Y+h9iLJcr79MiSR6GUX4PzLk2HqGcMS/Q6m9iLZjxr9QGf8+40Lwv9eZjHRQ04A/GqiMf59x+r/+fcaFA6H9v+dTxyqlZ9s/hQoOL4hIyb8lsaTcfY7iv4Aqbtxifq6/24XmOo009j9r8SkAxvMCwOC593DJ8fc/jGX6JeKt6D9+cD51rFLhP0HV6NUApcW/7UYf8wGB4z8T1sbYCS/Qv65H4XoUrvo/+THmriXk+L95dvnWh3Xpv9/98V61MuC/JPCHn/8e0j+6ZvLNNjfiP3juPVxy3N+/WtQnucMm0b+ADvPlBdjRP78s7dRcbum/jV2iemtg8j8SFhVxOsnYv2Kh1jTvOPK/8x/Sb1+H9r+TqYJRSZ3+vwhagSGrW/K/vfxOkxnv6L/ec2A5QgbdP+WQHtDjQag/GM41zNB41T8kRWRYxRvmvxd+cD51rNA/ukxNgjek1j9QU8vW+iIDQNhjIqXZPMq/ou9uZYlO6b+neFxUiwjgv2sMOiF00Mu/MrCO44fK6L/k9PV8zfLtP0wceSCySNg/BDkoYabt87/0wp0LI73iv9MwfERMifY/TyMtlbej47/KjLeVXpvovweVuI5xReG/5/up8dLN8r/k27sGfWnrPwmnBS/6ivO/EnXV8rnJsD+7mdGPhlPsP1+VC5V/LdW/OxqH+l3Ywj9pc5zbhHvsPxUDJJpAEdu/nFxC9Fq/tz9Kea2E7pLsPynqzD0kfM0/P+QtVz+26r/f51Mi5Be5P70A++jUFfU/LsVVZd+V+T/RPIBFfv3iP6PMBplkZOC/fuVBeoocwD9V3o5wWvDhP0bOwp52eOe/AoI5evxe8D9GsdzSakjzPyp0XmOXKPy/fJv+7EcK8T/DoEyjycXnv/iNrz2zpPW/br4R3bOuwb+wcJLmj2ntPyLfpdQl47C/2/l+arz0/D8RqWkX00zHv2DpfHiWIOe/IaxrWWN1sj8qGmt/Z/vqvysYldQJ6Om/63JKQEzC1r+5qBYRxWTgP6p8z0iERuK/W+uLhLacCcBrYKsEi8P8v3U6kPXU6uC/7bYLzXUax78CSG3i5H7BP9rmxvSEpfE/JJnVO9wO4L8Wwf9WsmPxv/AWSFD8mPo/X5hMFYxK9T/2I0VkWMXwv8yWrIpwk+K/c3/1uG815D8SsAxggDOvvwCQEyaMZuY/LIL/rWRHA8CoHf6arJEEwMNEgxQ8hca//cBVnkDY5T+9xi5RvbX9v6zEPCtpxck/eLmI78Qs+78XT5iLUwijP0G3lzRGa+c/a0jcY+nD8b+zXgzlRLsEwMgMVMa/z/o/qd4a2CpB+r/qeMxAZXz1P3BfB84Z0fq/p1mg3SFF47/a4a/JGvXzv5ynOuRmuPE/fSB551CG6L8hdTv7yoPsvwzNdRppqQBAKh2s/3MY9L+9jGK5pVXhPx8RUyKJ3vm/TfOOU3Qk2b+cxCCwcmj3v811GmmpvPO/WwndJXFW0j95Z6Mp8W+qv3AIVWr2QPO/rvVFQlvO8D8j88gfDDz8P9y6m6c65L4/SS2UTE7t7T/ZhkDk48mUvweaKnNOR5O/Q5CDEmbaur/EzhQ6rzHyv6Q0m8dhMKs/f6FHjJ5b3j8gY+5aQj7wvyybOSS1UOU/EQGHUKVm9z+fVzz1SIPjP7xZg/dVud8/Awe0dAXb6T9YYeky63unv3dKB+v/HPc/IJvkR/yKzb9F8Sprm+LTv2QEVDiCVMS/l+Kqsu8K9b9VK7jENk6Xv5SHhVrTPPC/+Q/pt6+D+j89DRgkfVrHP9Jwytx8I6I/bXTOT3Ec5D9SflLt0/HhP61u9Zz0vu6/zo3pCUs88D+PNo5Yi8/0v2q932jHjem/64uEtpzL/L+H3Aw34LMEwFQ1QdR9AMo/NV8lH7sL4z8+P4wQHm36vzzaOGItPti/TMKFPIIbzb+D+MCO/wLXv6kwthDkIPM/lSnmIOhowz/uQQjIl9DjPxNE3Qcgtda/DOpb5nTZ9r8mAWpq2Vryv2xDxTh/E8o/Y0FhUKbR7b9angd3Z+3XPxYYsrrVc/S/2CrB4nDm8z+8z/HR4ozXP3CxogbTMABAoBov3SSG47/ecYqO5PLvvz3VITfDDQdAahX9oZkn4z+NXaJ6a2Dyv6utfaYD/qk/N1SM8zeh8b8Id2fttovzvxvngG559qY/OBCSBUzg078LKNTTR+Dfv21oFNxZBas/1zIZjuczwL8k7rH0oYv2Py1gArfupgDAinYVUn5S9b87NgLxun7xv6EwKNNoct0/+MJkqmBU0T8nhXmPM03dP/bv+sxZn+I/Yvay7bQ127+JmBJJ9DLxv83pspjYfP2/ChFwCFVq8D9mLnB5rJnrP57t0RvuI9K/BFWjVwMU6r+eew+XHDcBwH9rJ0pCouU/7d5AN+rXtL+dE3toHyvlP8e6uI0G8PM/yyvX22aq5j+PSCWGLvKwPx+6oL5lTvS/U4K0tXS7nb9+Oh4zUBn9P7dFmQ0yyfS/uCBblq9L47/CacGLvoLyPzKs4o3Mo/U/xoUDIVlA8z+vtfepKjTSv+mbNA2K5uK/7zhFR3J59z9t4uR+hyL5v+Ja7WEvFMI/z2vsEtVb9L+wOJz51Rz2v3MR34lZr+u/oE55dCMs0j+2MAvtnGbuP4RkARO4NQpA8yGoGr0a5b/0MorlllbaP+317o/3Kvo/DhXj/E2o8b+D3bBtUWb1vwB0mC8vQAHAVRSvsrYp4b+Vn1T7dDzpv5UQrKqX39w/JzEIrBxa8z/HRiBe16/5vyR872/Q3uA/yJi7lpCPA8C4Pqw3aoXdvz8djxmojPG/1/oioS1n8L8hPNo4Yi3fPyqpE9BE2Pa/2XCipxKvqL/CNAwfEVPSv2xAhLhy9um/MQkX8ghu7T+dY0D2evf5P1nbFI+L6ue/4q/JGvUQ7D/ByqFFtvP3v2recYqO5PG/v9TPm4rU4z9GmQ0yyci9vxXgu80bp+S/Z9Xnaiv20b8kRPmCFpLuPx1yM9yAjwjAILJIE++A4r9HdM+6RsvXP0RaGUPvQ6A/I7+flvY4gb9VpMLYQlABQKoM424QreG/8tJNYhBY9r90naETncCXv4qvdhTnKOC/F4IclDDT8D8kXp7OFSXkvxJr8SkAxve/XByVm6il2b99BP7w89/gv1bxRuaRfwVARN0HILWJ/T/eWFAYlGnKP9XPm4pUGPC/qiuf5Xlw9z+jBz4GK07YPzHSi9r9KpA/zShMzj+wrb+6MT1hiYf3vxVOd0O/W7U/c58cBYiCxz8VHcnlPyQCwEz9vKlIhfO/ZNOl2gKduL8xSobSzbSTP6mHaHQHMfy/2evdH+/V9L/WjXdHxmrXvzXSUnk7wuw/4lgXt9EAxj+XAz3UtmHCv8XkDTDzHcg/eCrgnudP2j875dGNsCjlP7UV+8vuSfK/2EenrnwW87+PGhNiLqnev1zMzw1N2ek/Vrd6Tnrf17/zdoTTghf6PxVvZB75QwDAcoqO5PIf9b803rEz4Ie4P3sxlBPtKvS/6qiTAdo1dT/bUDHO34Txvw4uHXOeseO/jBL0F3rE0L+pTgeynlrDvyRgdHlzOOm/k+UklL4Q1D8Tm49rQ8UCQEG8rl+wm+Q/DCHn/X8c6L9PBHEeTuDqv7/VOnE5XuU/7Z8Cu/X1r7/PpE3VPbLFP2aIY13cRvY/OUVHcvmP4D9HPUSjO4jtP4+Oq5Fd6ea/B84ZUdob+T8O2UC62LTZP44ev7fpT/A/kPeqlQk/6r/A6PLmcK3rv7raiv1l9+u/5pZWQ+KeAUASF4BG6dLBv4lDNpAuNt2/xm00gLdA2b8TJ/c7FIXuv+wX7IZti/K/Xyf1ZWmnyD8TDyibcsUEwMTOFDqvsfU/+wW7Ydsi5D/ulXmrrkPkv0FIFjCB2/a/tU/HYwaq9r/SOqqaIGr0vxb7y+7JQ/m/SiTRyyiW/T9diqvKviv3v/3ZjxSR4fi/7l7uk6MA4T/KMsSxLm77PzLjbaXX5uS/uatXkdEB2z9sByP2CaDiv8uFyr+WV8Y/dJZZhGIr3D8Uev1JfG7mv5eo3hrYqv+/wY2ULZJ27r/qeMxAZXz2P1Zl3xXBf/K/43DmV3OA/r9X7ZqQ1pjnP462hUJf1aA/6BIOvcXD5D8YIxKFlnXkv2IRww5j0s2/BBxClZq9/j+C/61kx8b2v7q7zob8M+W/+fauQV/64r8DlfHvMy7GPx5tHLEWn/Y/Tz7ai6pXaD+Ss7CnHf7jP15nQ/6ZQdS/n62Dg72J7r87b2OzI9XUv8xAZfz7DPC/DwwgfCjRwr/ye5v+7Ee+v7WJk/sdiv2/T135LM+DA8BlijkIOtrqvxOAf0qVqOW/MJ5BQ/8E879lGeJYF7fmv2b9wRstYqO/QplGk4sx3T9hFto5zYLtP9asM74vLu+/n8iTpGum9b9JaMu5FBcCwLIsmPijqNk/gEQTKGIR3b9HADeLFwvuP3Gt9rAXCuW/GLDkKha/x7+AYfnzbcHjv4NuL2mM1vC/d6BOeXQj2T9Qj20ZcBbvv2n8witJHuG/N6YnLPEA9r9V+DO8WQPkv/BuZYnOMqe/mZzaGaa2lD9yp3Sw/k/zPx3lYDYBBuM/N4cQ/BRsiL9KXTKOkezXP4U+WMaGbt6/4X7AAwMI4z9FLc2tENbovxsS91j6UPe/YYkHlE05+r8gmKPH723zP0+vlGWI4/M/+u3rwDkjxj8o02hyMQbovzIepRKeUO2/fLjkuFO687//ykqTUtDeP3kGDf0TXPs/Hsakv5fC2L/2CaAYWTLHv83pspjYfOS/lN43vvbM5T+ln3B2a5nGvzlGskeoGdo/yxRzEHQ05b9Of/YjReThP92ZCYZzjeY/98ySADW1AcCU93E0R9bmP9F5jV2ieva/3zKny2Ji4j/gZBu4A3W+P9xoAG+BBP0/uFuSA3Y1x7/Vz5uKVFgCQDKs4o3MI/K/9bhvtU5c5L+etkYE4+DKv0Fl/PuMC/I/zSN/MPBc8j+XPJ6WH7jev75qZcIv9fW/ATEJF/II3T+eJjPeVvrmP799HThnRPE/+KQTCaaa6r9D/wQXK2r6v+F7f4P26s8/DTfg88MIyb/D8ufbgqXePxsqxvmbUPa/vaqzWmCPvb/rv3OUKCCuv1c+y/Pg7tA/AAAAAAAA1r8qHaz/cxjzPzPfwU8cQO+/GXJsPUM4379bCkj7H2DvvwvvchHfifE/egCL/Poh0r8i9q7mpQeuv+Oqsu+KYPS/0pBM4gdCrT8JUb6ghQTaP2qme53Ul9E/Bp/m5EWm6782BMdl3NTgPx5SDJBogue/yol2FVJ+8T8+P4wQHm30v+llFMstLfG/WEFnLWBdsj8jMqzijcz5P31e8dQjDc6//8pKk1LQ2j/2tMNfk7X3v0pBt5c0Rvq/deWzPA9u9b/fFcH/VrIBwPt3feasT6E/K/aX3ZMH8L/HRiBe16/sv7SrkPKTasu/63JKQEzC5r8429yYnrDnP65FC9C2msE/7DTSUnm78b+2Z5YEqCnwvxi0kIDR5da/A0NWt3rO+7+RuTKoNjjRvyNnYU87/NO/4A7UKY9u7z/oZn+g3Lbbv/334LVLG8S/KdAn8iTp8D9lJ3J3jOG2v3rHKTqSy/a/Yw6CjlY15j8OhGQBEzgEwH/6z5off8u/tXo9TocErr8uy9dl+E/aP/QVpBmLpva/UkSGVbxRA8AEIVnABG73v7wH6L6c2co/tYmT+x3KAcDZPXlYqLX2P90KYTWWsM6/K98zEqER2D9v9gfKbfvWP6n26XjMwOM/sn+eBgySyL9PH4E//Py7vyJUqdkDLfM/cQM+P4wQ4j93LSEf9GzEPz+RJ0nXzPk/xCYyc4HL1b8xzt+EQgT3v+3YCMTreva/W5shsM0hnL+CxeHMr6YDwIUF9wMeGOm/AKyOHOkM6T9319mQf2biv+C+DpwzovM/nsmjwKfesb86zJcXYJ8AQMaNtoVCX6k/0XmNXaJ68L8w9fOmIhXyvygK9Ik8SdC/XPunwG59oT/NkZVfBmPXvzkpzHucadS/0GBT51Hx0L8yPsxetp3hvwQAx549l+w/Y9S19j7V7z+eUz1XYyKAv3hF8L+VbPM/MPZefNGe5L+y2CYVjbXhv/7xXrUy4ek/S6/NxkrMzz99eQH20SnyP90xK8pbZKE/uvdwyXEn9r9lx0YgXtf3v7FOle8ZCe2/LIL/rWRH8r+ERxtHrIUAQMKGp1fKsu0/YTdsW5TZ3T/iWBe30YAFwDsZHCWvzvS/KqUMwRZgsj9U1brD3KSgvzP+fcaFg+W/Uu14OCYwsr+eB3dn7bYAwGu5MxMM594/zojS3uAL+r92xCEbSBfaP0IhAg6hyvK/O6kvSzu177/84ee/B6/aP/9aXrneNty//aTap+Mx6T/RdkzdlV3TP0pBt5c0xuQ/pBe1+1WA5D9cWg2JeyzeP+/Jw0KtafI/Zysv+Z/8z78ouFhRg+ngP/ZhvVErzOy/hbAaS1gb1r8lr84xIHvyPyAkC5jArfW/C6JJvQIsjb82IEJcOfvuPy3saYe/pu6/ELl0JzM5tD84S8lyEkq/P0+vlGWIY/m/39416Etvyb+N0TqqmqDzv1H0wMdgReW/zZGVXwZj37/4bB0c7M3gv8xdS8gHPfu/DfrS25+L4D+EEmba/hX1P1iR0QFJ2Ms/QuxMofOa/D/u7CsP0lPUP/rQBfUt8/Q/9zx/2qjO47+LGkzD8BHUvwWjkjoBTfM/Y/JhUWxglr9rLcxCO6fVP9S6DWq/Ne0/zF62nbZGnD9Uw35PrFPLvwPso1NXvvO/AG+BBMUP8r//PuPCgZDbv+i/B69d2uY/RiQKLev+0b/0Morlltbzv10WE5uPa7O/6iEa3UHsAECXqN4a2Crzv7NCke7nFNC/sFbtmpDW7L+jrrX3qargvxvV6UDWU+Y/Hmyx22eV6z85ChAFM6a8Pyx/vi1YqtK/tyQH7Gry5791djI4St4BwJZZhGIraNE/SyAldm1vxT/ePNUhN8PSPz+MEB5tHNU/bM8sCVBT678AAAAAAID5v3EFFOrpo+M//FOqRNlb0z8fuqC+Zc7yv+Seru5YbOC/IlSp2QOt5b/uemmKAKfXP0Y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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_2_tilde[8]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[10]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[11]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[12]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[13]\":{\"__ndarray__\":\"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hRArBxaZDvfAEC7Cik/qbYDQNnO91PjxRlAAfvo1JUPAkA9uDtrt00iQOCEQgQcggtAyhXe5SK+/D+skPKTap8AQNEF9S1zGhJAQ/8EFytq1D8xsfm4NlQXQMnGgy12++o/i6azk8HREUDVCWgibPgFQPqzHykigw5AnbryWZ4HAkDpK0gzFk3zP3EgJAuYQPG/dAexM4UuH0AOEMzR4/fIv4iFWtO8owtAJhx6i4d34z+bVZ+rrVgSQAe2SrA4nP8/TTJyFvY0+T8QO1PovIYFQMAhVKnZwwtAeEXwv5UMEkByxFp8CoAOQCuk/KTap/A/waikTkBzKEAgYoOFkzTNPwkzbf/KiglAqdkDrcBQCEBp44i1+LQTQBtkkpGzcARAqwmi7gNQBEDkvWplwi8CQMyXF2AfHRJAf/s6cM5IBUAXDoRkAfMZQEW7Cik/qRNAufyH9NtXBUDCL/XzpiIHQHtmSYCa2g1AFTqvsUvUBkARqP5BJEPjP0VHcvkPqRBAJ4Oj5NU5DUDCo40j1qILQJT7HYoCfQ1AONvcmJ6w2D/ImLuWkM8PQHDQXn08dOY/9Ik8SbrmAEBXJvxSP+8GQDeJQWDlkAdAy2d5Htyd+z/7XG3F/jIQQLcos0EmGdG/Rdjw9EpZBUDyQc9m1WcDQO8bX3tmCQVAWBzO/GrOCUBfB84ZUVoFQA+XHHdKRxFAOlj/5zAfB0Am5IOezUokQC8X8Z2YdQVAEDy+vWtQ4D9KB+v/HOYKQBGN7iB2RhFAP28qUmHsB0CWBKipZSsPQLh1N0916BNAM/lmmxvzEkCk+zkF+dniPwQEc/T4Pf4/u37Bbtg2FEClvcEXJvMoQERpb/CFSQtAWfrQBfWNIUAhyhe0kADtP1kXt9EAfhBAjUXT2clgDECF61G4HsUMQPFo44i1GBBAVG8NbJVgBEBATS1b62shQO22C811GgNAnUtxVdm3D0AAb4EExY/zP/3BwHPvIQ1AUmFsIchBAkBDc51GWuoLQN481SE3AwZA1H0AUpt4DEDT2cngKPkGQLqD2JlC5whA48KBkCxgCEBjDoKOVrXkP+5Cc51G2vI/NuUK73IRA0CgbMoV3mUcQNRgGoaPSAxA7FG4HoVr9T8JbTmX4soTQMf0hCUe0ABAiXssfegCB0CB7PXuj7cPQKgAGM+gYR5AlLw6x4DsDECi7gOQ2sT6Pw6EZAET+AJAjzaOWIsPCUCm8KDZde/vPxUdyeU/JAJALEgzFk1n9z9+HThnRGn6P9sWZTbIpP0/JEVkWMV7FECKWS+GcgIQQMf0hCUeUAZAGEM50a7CCkBpHVVNEFUSQNV46SYxyAdAMZQT7SqkDkDL+PcZF84FQC7nUlxVdgZAZd8Vwf/WCkDf/fFetXIQQCqRRC+j2BVAMXxETInEEkBqMA3DR2QVQKVmD7QCQ/o/5US7CinfF0Cx4emVsowLQPWc9L7xtQ9ASaKXUSw3BkDuztptFxr3PwxZ3eo5KQNASBYwgVs3AUDsF+yGbQsBQHi5iO/ErAlAqB3+mqwREEB/2T15WAgQQAu1pnnHaQZAPNo4Yi0+9z9yio7k8h8SQAWGrG71/BlA2T15WKi1GUDrkJvhBjwQQKCJsOHpFQVAkst/SL/9JED27o/3qhUHQNL7xteeGRVAe2tgqwQLBEAWNZiG4YMgQOQxA5Xxb/s/fbPNjemJC0B9rrZif5kAQOChKNAncgNAISI17WKa0D+qtwa2SnASQDPcgM8P4wBAZjGx+bj2D0DVBFH3AQgPQH+kiAyr+AFA1nPS+8aXBUB1H4DUJk4RQHwMVpxqree/XBsqxvnbF0CYbhKDwEoBQHhF8L+VbAVAlIeFWtO8DUCil1Est7QDQKYnLPGAsv0/sOYAwRw9HEBRpWYPtOIQQLEzhc5rbAVAB+v/HOaLFUA10lJ5O5IiQNHoDmJnCgNApI0j1uJTDUBcGyrG+VsGQCRiSiTRixFAmus00lJ5AkDKw0KtaR4CQL5Nf/YjxQ9AhuY6jbTUDEBdN6W8VkLvv+Un1T4dDwhA3st9chQg3r+fq63YX/YDQJs4ud+hKAFA4L4OnDNCFEBbzqW4qmz0P1RXPsvzYP0/85Nqn44HDUCuEiwOZ54YQGIVb2QeuRBAYoTwaOOI/D+Uap+Ox6wTQI6vPbMkAAJAIeUn1T6d/j+CkCxgAncPQFk0nZ0MDvw/GsBbIEFxJUBodt1bkRjqP/mDgefewwJAvOgrSDMWC0CGj4gpkcQGQGw+rg0V48I/saIG0zC8C0DWrZ6T3tcUQPeSxmgdNRRAAoI5evweCkC4AZ8fRigXQEMc6+I2mjNAuVM6WP+nEUAGZK93f/wYQGFUUiegiQJAwOyePCxU+z+eB3dn7fYBQF3dsdgmle4/kq6ZfLPNB0B2Tx4Was38P8qpnWFqS9w/wcWKGkxjE0A10lJ5O6ITQHKKjuTynwZAUb01sFUC9T98m/7sR4oQQJ1oVyHl5wNA9MMI4dHG9D+2vkhoy7kEQLml1ZC4Bw5AraOqCaJuAEA+XHLcKZ0QQFNcVfZd0QlAvfvjvWpl/j+yutVz0nsNQOASgH9Kle4/3ze+9sySEkDdzVMdcjMYQLFQa5p3HBFAxOv6Bbth/T83GsBbIEH0P+I7MevFUAFAfJv+7EeKAEBUOlj/55AWQAexM4XO6/k/YTJVMCqpCUATLA5nfrUDwK9Cyk+q/QVAjPUNTG6U6T/H155ZEmANQEljtI6q5ghAnu+nxkvXKkA7AU2EDc/9P+i8xi5R/QBAc9U8R+Q77D88FAX6RJ75P2UBE7h1NwZAc9cS8kHPEEBljXqIRvfwP4P6ljldFvo/jNtoAG9BF0Bzol2FlJ/5Pyl5dY4B2fc/MBLaci5FEkAbZJKRszAFQFlpUgq6/QxAPGnhsgqb3L/IJCNnYc//P8WsF0M50fU/BhIUP8Zc5L/cSxqjdVT8P/ksz4O7M/k/RpkNMslIBUB7gy9MppoxQCdO7ncoiglA2PD0SlkGCUD6sx8pIgMPQOqymNh8nApAW9O84xTdAEBWDi2yna8lQHrCEg8oWyFAufyH9Nu3MkAi/fZ14BwTQKd0sP7PESNAkUQvo1guCUBzhXe5iC8LQGiR7Xw/tRRAEJIFTOBW9T9wsaIG07D3P9hkjXqIxv4/MUJ4tHHkEECWeEDZlMsUQDIDlfHvMwpAG0zD8BExEkCzB1qBIav2P41F09nJIABA0jqqmiBqAcA+0AoMWV0PQJbs2AjE6wZA4nX9gt2gI0AfuqC+ZQ4RQKMeotEdBAVARIts5/tpDECm0HmNXUIQQFWkwthCUAFAopxoVyFlBUC14EVfQRryPw1xrIvbaP8/jh6/t+mPAUC0sKcd/poKQH2W58HdGRJAA1slWBwOGUBDOjyE8dPpP/Wc9L7xNQtABYvDmV/NDkBe9YB5yJTjPwouVtRgGgxAAd4CCYqfDkBGlPYGX1gvQJWaPdAKjBFA4gZ8fhihD0DxgLIpVzgRQNYZ3xeXKu4/a7ddaK7TA0CdY0D2encQQDFCeLRxZBZADRr6J7hY/D/FPZY+dIEIQIzWUdUE0RdAATCeQUOfE0Bc5nRZTOz5P7DJGvUQTQJAnzws1JrmAUDXFwltOZcFQCe9b3ztmfk/SREZVvHGAUB2VDVB1J0WQHKKjuTyHxBA5fIf0m83SEAKaCJseBomQLN78rBQqwNA0ETY8PQKB0AF+kSeJF0SQKn7AKQ2kRNAucfShy7oAkCPxwxUxl8dQMLAc+/hYiJAD7kZbsAnBECHUKVmDzTvPx7+mqxRDxJADhDM0eN38z/4a7JGPQQBQIAO8+UFmAhAXrpJDAIrCEBKQ41CklnuP6btX1lp0ghA+MJkqmA0EECjAbwFEpQOQArXo3A9igtA5bhTOli/AkAiGt1B7EwXQLQ6OUNxx+U/cr9DUaA/IkAUBfpEnsQQQLyReeQPBvk/04cuqG8ZBUCinGhXIeUCQFSp2QOt4BdAyNKHLqgvBkDpQxfUt0zrP0eP39v0Z/8/4pLjTungDUDp8Xub/mwNQNF0djI4SgJAxGD+Cpkr0D/GihpMwxAbQBTQRNjwdPm/E2HD0yvlCUB0mC8vwL4WQNRIS+XtSBBAz6Chf4IL+T/idf2C3TD+P034pX7elBJAh8Q9lj708z82H9eGipESQOfG9IQlPhBAFk1nJ4MjB0BBn8iTpGsRQH2utmJ/2RpAgv+tZMcGA0AIkncOZSjnPwqA8QwaOg5AW3heKjbm5z+y17s/3usEQCcUIuAQSh5An3b4a7LGEEAqOpLLf3g/QP2k2qfjsRRAyeU/pN++JUBVGFsIclAPQBjshm2LchZApMfvbfpzCUD+1HjpJjH2P+XyH9JvnwBA7+GS405pAEBk6UMX1Df+PyOERxtHjBdAZMxdS8jHA0Du68A5IwoFQAUXK2owTRNATGw+rg3VDEC+9sySALUGQNZ0PdF14eI/gsr49xmXBUBi83FtqJgPQNIA3gIJyghAp1zhXS5iBkAqdF5jl6j3P0cgXtcvWApAL/oK0oyFG0Co4zEDlXEFQKAy/n3GBfw/L4Zyol0lFkA3cXK/Q9EAQJayDHGsCwtAA2A8g4a+DED8qfHSTaIGQBtHrMWnwAlA6DBfXoD99T81XrpJDNI9QK7YX3ZPHgBAoUrNHmhlHECfWRKgplYFQB3J5T+knwJAiSR6GcVy+T9+GCE82vgPQBTQRNjwdPk/FK5H4XrUJEDVeOkmMWgQQPRPcLGiBhBA4X8r2bGRAEDHRiBe1y8MQG3heanYmOs/9Pi9TX92BkDowd1Zuy0JQLAD54worQlA2SWqtwb2CkCX/5B++7r3PwETuHU3bxNAMlpHVRMEA0AANiBCXLnnP9xGA3gLJAtAH5268lleCEBLP+Hs1jLnPw+0AkNWdx5AOUVHcvmP9j/Jcad0sP4UQI9wWvCiLxpAm3KFd7lIAEBUAIxn0BALQJ7vp8ZLt/k/0qkrn+WZHEA9RKM7iP0ZQFRSJ6CJcBVAoKaWrfWFEEBh/Z/DfPkOQBhDOdGuwgdA+ptQiIDDAkBdxHdi1gv8P4uJzce1If0/kPeqlQk/+D996IL6lnkEQPW+8bVnlgxA/kgRGVaxDEBiZwqd1zgXQPBQFOgTuQNAhGQBE7h15b+W7NgIxGsQQOXyH9JvHwhAWipvRzhtEEAFUfcBSC0NQH4AUps4uQ1AR8mrcwzID0CL/WX35KELQCxIMxZNtyJAGyrG+ZvQ4j/Y2CWqt+YUQEp7gy9MZgJAcy7FVWVfEEAgmKPH7+0QQCvZsRGIFwlATRWMSurEAkAR/G8lO1YgQHYyOEpeHfc/2ZlC5zV2B0CcUIiAQ6gIQFD8GHPX6kFAsoUgByVM/T8W3uUivtMfQEoH6/8cZglAuDtrt13IEkCnIhXGFsIKQDUMHxFTogBAVTAqqRPwJkAkfsUaLnLePxhDOdGuQgVATIkkehlF8b/Co40j1mIMQDXSUnk74hZA0jWTb7Y57D9rn47HDFQBQEJg5dAiW/4/zQGCOXo8CEBZTGw+ro3+P4UIOIQqtQtABg39E1ws9z8ps0EmGbkcQPphhPBoYxJAgH106sqnAUDfwyXHndIIQOGX+nlTkQ1AvRjKiXaVCUDjiLX4FEAAQAWjkjoBzfc/W9O84xRdBkDPLAlQU0sPQC+ob5nT5fo/cJnTZTGx/D8fZ5qw/WTcPwOy17s/XhhAke18PzXe+j+z6nO1FRs8QABXsmMjkAVAByXMtP2rAkC8rl+wG3YFQE563/jaMxBAEAaeew8XCkACvAUSFL8AQCP430p2rAZAN091yM1w/j8gtYmT+/0VQDxmoDL+/QxABwjm6PF79z85RrJHqBntP09d+SzPgwJAhXzQs1n17z/L1voioe0MQF/v/nivGhVAlj50QX1LA0BsW5TZIBMaQKd5xyk6kgdAiIBDqFKzDUBi+IiYEkkXQNIYraOqCfg/g1FJnYBmFkAbL90kBqEQQDYC8bp+QQJA+GuyRj1EBkA4+MJkqtAwQHHmV3OAIAtAHtydtdtuC0DHuriNBhAnQGOcvwmFyAJAgEi/fR34D0Cp29lXHqTrP3hi1ouhXAJA63Hfap240D/lYaHWNC8dQDIge737AxZAAJF++zoQEEAknBa86CsLQAVpxqLprAJAJXoZxXJLCEDoMF9egP0GQNZz0vvG1wZAgxd9BWmWI0AAAAAAAAD0P9kIxOv6hf4/gzRj0XQ2AEDQ0D/BxYrkP/fkYaHWNNo/ZyeDo+SVBkDir8ka9TAUQJZbWg2JGx5AHv6arFEP67+huU4jLdUJQG5uTE9YIghAIQIOoUoNE0AhPNo4Yu0EQFaCxeHMLwFAwJXs2AjEAEC1VN6OcNoKQFInoImw4fw/ox6i0R1E+T9zS6shcQ8TQPMf0m9fxwFAH0sfuqA+AUBtVn2utmL9P2HD0ytluRdAz04GR8mrCUBZ+tAF9Q0RQBPyQc9mdRFAPKWD9X/uEkCO6QlLPOAEQBea6zTSEhZA9KRMamgD0b/zWZ4Hd2fzPzEL7Zxmgds/t9WsM74v3D8jvhOzXiwQQP8h/fZ1YPQ/EvdY+tCVIUBt4uR+hyIOQK67eapDLgtAti3KbJApGEDVtItppnvZv50ui4nNxwRArJDyk2rfCEDb3JiesMQLQGZrfZHQ1gFAe4hGdxA79j8c8PlhhJAXQMKGp1fKojFABTQRNjw9BkBNhA1Pr1QAQKq3BrZKsPI/Tdu/stKk/D9n8s02Nyb2P8I0DB8R0/s/seHplbKMD0AhzVg0nZ3+Py/dJAaBlfs/Gm7A54eR8T/XL9gN25YiQIC1ateEtO0/CHdn7bYLB0Cny2Ji87ENQEwao3VUNQtAfoy5awkZEECM8zehEEELQO8bX3tm6RxAniRdM/nmDEAU56ij4+rqPxMPKJtyRQtArrZif9k99j/NkgA1tez6P/onuFhRwwdA4dHGEWtx8D8C2evdH+8LQML6P4f5shJAzXNEvksp7z+QTl35LC8QQNun4zEDNRRAhxbZzvfT/D+Rfvs6cA4CQBU6r7FLVPk/7N0f71WLGEAPRYE+kafwP42chT3tsAFAITzaOGLtD0Bm9+RhoRYNQEku/yH9dglAcLa5MT1hBkADQ1a3eg4AQGGm7V9ZKQZAHsTOFDpvE0AWE5uPa4MGQDxrt11ojhNABd1e0hgt8z8lehnFcksHQO4ljdE6qvo/CAPPvYeLD0D3kzE+zN7lPwhVavZAK/I/kwA1tWyt+D9q9kArMKQDQAYSFD/GnANATRWMSurkLECkjLgANEroP+T3Nv3Z7xhA3GgAb4GEAUBblNkgk4wEQK7TSEvlzRhAuw9AahPnEUD1nPS+8bUPQKpgVFInIPo/NgLxun6hEUDs+gW7YVsQQELPZtXn6gNArRbYYyKl1j98LH3ogvoCQHCUvDrHECBAuCOcFryoCEAh6j4AqU0RQH4AUps4ufA/ak3zjlNUEkAgmKPH720AQJ1oVyHlJ/G/PiE7b2Mz5D9LdmwE4vUJQBniWBe3ERFAy6FFtvP9+D+u00hL5Q0UQMnIWdjTzhdAbHh6pSwDA0BftTLhl3oFQPVKWYY4VgpAiZgSSfRSEUDp1JXP8jz4P5SJWwUxUOC/bD6uDRVjBUDIJCNnYW8eQAEW+fVDbOA/cQLTad0G5j/L8+DurB0AQKUsQxzrogdA1GUxsfl4CkAYYB+durIJQFx381SHHA9AhCo1e6AVA0BGX0GasfggQDgteNFXkABA9DKK5ZaWDkC+2ebG9IT+Pxmto6oJohxAEk4LXvRVCEBkQPZ696cRQLVsrS8SWgFAlufB3Vn7EkB1jgHZ690RQCxIMxZNJwRAYwtBDkqY+z8/OnXls1wQQFg5tMh2PvI/YY4ev7fp8z+j6exkcJQIQDc3pics8fM/s++K4H9LEEDP2m0XmusHQJSkaybfrAxASZ2AJsKGBUDEQq1p3rEFQPeSxmgdlQBAvvbMkgD1EUBSJ6CJsOERQC8012mk5RlA9+l4zEDlC0DI7Cx6pwLAv5SHhVrTvPE/hQg4hCp1B0BCJhk5CzsRQIy+gjRj0QdAA1slWBxOB0DWrZ6T3jcIQNcS8kHPpgxAm6xRD9FoBEDlYaHWNO/+P49TdCSXfwVAmiUBamp5EUBr1EM0uoMFQJBrQ8U4//0/Yygn2lVI8j/+t5IdGwELQJn1YignWg5AwYu+gjQjDUAGTODW3TzzP9vEyf0OBQ1AP28qUmFs+j91zeSbba4QQICCixU1GP4/mFEst7TaD0Dwp8ZLNwn3P28qUmFsIfM/wjV39L/c5D9oeR7cnXUGQGX8+4wLxwxAQfFjzF0rK0DaG3xhMpUlQM0GmWTkzBVATKYKRiU1CkCRuMfSh678P7ix2ZHqO+k/3zKny2KCE0Buhhvw+WH4P27dzVMdsghASphp+1fWA0DE6/oFu+ELQOepDrkZLgpA6LzGLlF9AkBRTrSrkHIPQDT0T3Cx4gdAUrgehevR8D8CDqFKzR4HQA3gLZCgOAdAzqrP1Vbs/j8ldQKaCHskQJ88LNSahhFAmnyzzY3p+T86Q8yADk6fv+XVOQZkjyFA9ODurN02BUDf/fFetbL9PzKwjuOHyuk/hSUeUDYlE0A6deWzPI/3Pw1Uxr/PmBRA3+ALk6nCAUD8HYoCfaIBQLmI78SsF/w/LVvri4T2AUBO0ZFc/kMLQO4ljdE66gpAhuY6jbRUDECsVib8Uj8MQDMbZJKRM/Q/5fIf0m9PNUA1XrpJDMIXQNLj9zb9mQVACmgibHh6+D8AUps4uf8UQHNjesISrxBAQlvOpbiqFECNKO0NvrD2P8u+K4L/LRJAtvP91HhpB0B7vfvjvWoLQNF0djI4CgBADB8RUyIpFkDK4Ch5dQ4EQNxLGqN1VCJAwOyePCyUCkDL1Y9N8iPSP2tiga/o1uo/YRqGj4gpA0B5W+m12VjnP7t+wW7YtvE/vt798V5VF0DrOH6oNOLsP80GmWTkLAJASP5g4Ll3AkCEKjV7oBX9P6pgVFInIPg/MQisHFqkBEAQejarPpcUQILK+PcZFwNAYqHWNO/4A0AkfzDw3DsKQKlNnNzvUPE/VryReeQP/z9JhbGFIKcSQN4CCYofIw1AiJ0pdF4jEUAw8Nx7uOT+PywOZ341xw5AKlJhbCHIDEC8XMR3YlYEQKOVe4FZocg/dO/hkuNO9z/6CtKMRdP/P1mGONbFbfE/NnaJ6q1BIEDEJced0qEQQIUlHlA25Q9A/kgRGVZxAkBbQj7o2YwnQJRqn47HDBJA3eo56X2jCkAVxhaCHJT8P5ZbWg2Jew1ACW05l+JqEkAQQGoTJ/f9P5hRLLe0Gg9At2J/2T0ZJ0AJxOv6BVsYQIxK6gQ0EQBAQGoTJ/e7AkDAJmvUQ7QIQO4IpwUv+vo/2xZlNsik/j9EozuInSn9PyMtlbcj3ABAGHjuPVyyA0DTwfo/h/n+P7dif9k9+Q1ADY6SV+dYAkBOC170FaT7P9XMWgpI++O/asGLvoI0BkDtKqT8pFoJQIW2nEtx1fA/YU87/DXZDECHbYsyGyQOQMwolltazQJA1xLyQc8mFUAgJAuYwK0QQHkj88gfDAhANKK0N/jC+z+h+DHmrgUSQNY5BmSvtxBAGf8+48IBDkBwtrkxPeEBQAStwJDVLQlA/mX35GFhCkAiN8MN+DwRQOMcdXRcDew/qOMxA5WxBUDaci7FVaUSQBoXDoRkgQtAD0WBPpEn+z9B1H0AUjsUQLHEA8qmXA5AMc7fhEIE+D9pb/CFyVQPQGA6rdug9u8/cRsN4C2Q+D+/mgMEc/QAQN/42jNLwgRAm+Ydp+jI+j92N091yM0RQHwnZr0YqhJAzxQ6r7ELAED8471qZdIgQCDSb18Hzv8/KCfaVUiZFUA4Mo/8wYAMQGLzcW2o2BBAOdbFbTQADEAYz6Chf4IRQI0o7Q2+cAdAtFn1udoqJEA5l+Kqsi8GQIZa07zj1BBAhxbZzvcTCEA7/DVZo14FQPgZFw6EZAJA+Um1T8cjBkDKiXYVUv79P9jYJaq3RgpAV0PiHkuf9z+OWItPATAAQHwsfeiCegpA7nw/NV46BkA+7fDXZI0QQHHJcad0MApARz1EozvIBECRLGACt44aQEmdgCbC5hBARfC/lezYGkB2bATidT0AQBb2tMNfUwlAEce6uI3mGkDmriXkg54JQChhpu1fWfM/jSjtDb5wEkDttgvNdZoGQCDvVSsTfv0/yv0ORYE+DEBKKej2kuYXwNcXCW05lwlA5X6HokAf/j9TIoleRrEFQAvvchHfiQtAyJi7lpCvJ0CwPbMkQA0KQNo4Yi0+RRRA6IcRwqPNG0Db3JiesIQCQJ30vvG1pxRA5pB5iVaTtr8fuqC+ZQ4HQGRA9nr35xJAHuG04EX/EECxogbTMJwUQMlZ2NMO//4/FD/G3LUE/z9KtU/HYwbEP6KXUSy3NPk/+tUcIJgjCUAcJa/OMeAaQH+8V61M+P0/KgDGM2joBEA3cXK/Q9EIQLGiBtMwvAhANEsC1NSyC0DNHmgFhqz0P+jZrPpcPUFAAp8fRgjvFkAYldQJaOIKQKJ6a2CrxAxAiqvKvisiF0B0tRX7yw5WQGcPtAJDVglAQZ/Ik6Rr1T9E3QcgtYnzP9Xnaiv2l/w/qaROQBPhBkD9vKlIhbEKQJ8fRgiPtvW/djdPdcjNAUAh6j4Aqc39PxniWBe3URNA1zTvOEVHC0CeDI6SVwccQDKs4o3MI+0/BfpEniSdFECQoPgx5o4fQGwE4nX9AgpAv0NRoE/kE0BubkxPWCIGQOlg/Z/D/AZAPKBsyhVe+z/CFyZTBaMIQGqkpfJ2BApAumsJ+aDn8j/Q0D/BxUoGQN4CCYofoxxA4Nv0Zz8SD0DqCUs8oCwDQHGsi9towARA6E1FKoyt/T8VArnEkQfGP9ieWRKgJgpANWPRdHayDEBJS+XtCCcKQGcLCK2HL+k/ERlW8Ubm/T9vKlJhbCEDQP8JLlbU4AlApRR0e0mjFEDUSEvl7SgRQNUhN8MNePk/7DTSUnn7AUCi7gOQ2oQMQMPTK2UZ4hxAt11ortPI/D/67evAOaMLQFx381SHPBVAX3tmSYAaBkDufD81XnorQLJLVG8NzBJA5L1qZcLvFUCqYFRSJxAhQPmGwmfr4Lw/mdNlMbH5AkDnOo20VL4QQE1KQbeX1BBAoImw4enVCEAEOShhpm3/P7YtymyQyQNACCjDp+/rpr8bEvdY+lACQPg2/dmPlARAVtRgGoYPHkCgNxWpMLYIQGXfFcH/VvQ/pU5AE2EDAEAIILWJk3sEQMoV3uUivv0/UfcBSG3iCkDi5H6HooAHQMxiYvNxzRNA2ht8YTLVBEDDZKpgVFIEQCcxCKwc2vU/oblOIy2VB0DAJmvUQzQIQO/Jw0KtaR1Af6SIDKu4AECPqiaIuo8UQLoUV5V9V/I/xLEubqMBB0Dbv7LSpFQJQBV0e0ljtAZAS+oENBH2B0DyJOmayTcMQAzIXu/+uAtANL+aAwSzCUCTOgFNhI0CQAzlRLsKyRNAcT0K16PoZ0A8TtGRXL4PQLG/7J48zBRAumbyzTZ3DkBZox6i0V0VQKhSswdagQZAtRX7y+4JBEDfbHNjekINQMcRa/EpAAdAwyreyDxyB0BQx2MGKmMcQJ7vp8ZLNwpAwOeHEcKj+7/vA5DaxEn+PwEwnkFD/wRAwJXs2AgEF0Deq1Ym/BICQKw5QDBHzwFA+Um1T8fj+D/2XRH8byUHQOc1donq7RFAHOviNhpABkB07+GS484RQIWZtn9l5RBAMGR1q+ekAkBFuwopP3kjQC7/If32dQNAqbI5GPvcsj9ZhjjWxQ0UQH4YITzaGBpABrth26KMBUCm1ZC4xxIKQFqBIatb/QlATmIQWDk0NUBy/iYUIqAAQLGKNzKPfO4/Mqzijcyj9z+gbMoV3iURQD8AqU2cXA1AnfS+8bUnC0C3lzRG6+gIQDvD1JY6yM2/enB31m47BkDD0ytlGaILQIGVQ4tsZwRAh/iHLT2a7T+h8xq7RHX+P1VNEHUfsCBACvSJPEk6EUBKKej2kkbwP2r7V1aalPY/mz3QCgyZGEAh5SfVPt0DQI/f2/RnPwdArTQpBd1OIECEDU+vlGUDQHh6pSxDHAxAph6z/XW4hz9m2v6VleYbQOQUHcnlvxBA5bhTOli/CECsOUAwR08JQEcgXtcv2BhAdXYyOEpeF0D430p2bMQAQLoxPWGJRxVAuJIdG4E4C0BkzF1LyEcEQNcIkrG57la//Yf029dBD0BPO/w1WSMKQPtcbcX+svQ/QiYZOQu7DEAVqTC2EGQFQMx6MZQT7QRAnUZaKm9HBkBBfcucLusZQLByaJHt7CBAptWQuMdS+T+D+pY5XfYdQOUn1T4dTwBA88gfDDw3CEAnwoanV0oLQL1vfO2ZpfY/B/AWSFB8EUCJ78SsF4MBQBqGj4gp0QtApkQSvYxCFEC3ek5633j0P0vNHmgFxgJA8gcDz73nH0B8m/7sR8ojQNO84xQdKRBA18BWCRaH8z8qUmFsIUgCQOAQqtTswQRAP+PCgZAs7D/RItv5fmoHQAspP6n26QVAIo51cRuN+j8oLPGAskkSQABvgQTFjxBA8UbmkT84EUCWIY51cRv9P28NbJVg8QZAaHke3J3VEEDNI38w8Nz1PxlW8UbmsRFAUb01sFViEECgqGxYU9nkPxxClZo90PA/XynLEMc6CkBma32R0BYDQGtgqwSLQxtAt9EA3gLJDUAsK01KQbcJQECk374O3AVAaQBvgQTlEEAW+8vuyUMEQORJ0jWT7wBAp5GWytvRB0Bi83FtqNgIQH2R0JZzKQtAK/aX3ZMHBUDmP6Tfvg72P1JJnYAmAgxAv/G1Z5YEFEABNbVsrS8FQGtI3GPpIxFABkfJq3MMAUCcM6K0N3gMQJVIopdRLA1At11ortOIA0BJnYAmwgb7P48ZqIx/H/S/iIBDqFIzBkDeVKTC2AIQQDF72XbaGuo/Gw3gLZAgC0CpwTQMHzEWQE2h8xq7BAlA+kSeJF3zBkD1udqK/eX0P2ebG9MT1ghAEK/rF+wGF0Bj0XR2MngDQGqkpfJ2xA9ALxfxnZj1BUC9jGK5pdUJQLU3+MJkag9AfdCzWfX5AUB9kdCWcykFQFq77UJzHQhAU8vW+iIhB0Do9pLGaJ0FQPfMkgA1tfw/NLqD2JkCAkBz9Pi9TX8EQIuJzce14QJAu5unOuRmA0D8Uj9vKjIUQGDl0CLbOQdAhj3t8NekCECYbhKDwIoAQKw5QDBHzwxAbvjddMsO4j+gMv59xqUeQCf3OxQF+vU/eH+8V61MBkBpqbwd4XQGQH5v05/9yPU/WrvtQnOd/j9sBU1LrAzmP+FdLuI78Q9A7Z48LNR6E0BgArfu5skUQC7/If32tQtA0a5Cyk8q9D91PGagMn78P89m1edqKwhAyLWhYpy/+z+Y3ZOHhVoHQNy4xfzc0O8/kDF3LSEfA0C3Yn/ZPbkCQHHJcad0sAxAeNFXkGYMGEAziuWWVoMLQNV46SYxCPI/s++K4H8rEUBcPSe9b5wRQI2chT3tUBFAEAaeew+XoD882jhiLV4VQPsFu2Hbov4/yTzyBwNP8j+wOJz51dwCQBsv3SQGAfo/s82N6QlLCUDcSxqjdeQgQPt5U5EKYw1AlgSoqWUrAkBlpUkp6DYTQLmNBvAWKCdA8piByvgXGUC7Cik/qfYHQFW2WQbmMrm/yatzDMje+z/L+PcZF44EQJCIKZFEbwVAVft0PGZgEUC6SQwCKwcCQA+XHHdKZxJAt+7mqQ45D0D/7EeKyHAUQD1JumbyDQhAcr9DUaAPAUCqZWt9kdD5PyNKe4MvDAhAbXNjesIS/z8E54wo7Y0SQEyJJHoZlSBAq1s9J71vEkCmRBK9jKIEQJyKVBhbSABAeR7cnbUbAUB00vvG154OQAqi7gOQmg5ArkfhehTuEUBbttYXCS0GQMv49xkX7hFAXkvIBz3bCkA/jBAebfwUQBv1EI3uYApAv30dOGfEA0Dl7QinBe8OQH3LnC6LqRFANQcI5ugRE0DulA7W//kVQFDCTNu/cgZAB7Ezhc5rEkCwOJz51Rz5PyvB4nDmFwpAMqzijcwjBEBPXfkszyMQQOp4zEBlPBVAvjCZKhgV/D8uOe6UDpYUQLvtQnOdRtu/F5rrNNLyEEC05VyKq8oEQPYHym37HsO/l5APejYrD0Al6ZrJN9vxP6PMBplkJBZAGVbxRuYR/z+MEB5tHPECQD+p9ul4jAJA2dNpOMAnob/Ut8zpspgBQBb7y+7JEzRAGXPXEvKBCUCW58HdWTsRQJxtbkxPWAFAsHJoke38BEBgdk8eFqoDQEdVE0TdhwZAliL5SiAl6z+loNtLGqMOQGR1q+ekdw9AAcEcPX5vCECQa0PFOH8NQJ+T3je+NhpAVryReeRPBEDVCWgibLgGQKzijcwjHx1Aqd4a2CpB/D+DaRg+ImYEQJSkaybfrAJAWYgOgSMB6T/6sx8pIsMMQBxfe2ZJAAlANNdppKXyC0DMCkW6n1PuP+CcEaW94S5ALUMc6+K2A0BzgGCOHj8OQHoZxXJL6wBA4/xNKETAAUCu2F92T14IQBGN7iB2ZghAH6LRHcRO+T9W1GAahg8KQHrkDwaeuxBAjX+fceEABEDWi6GcaPceQNuF5jqNtA1AVaTC2EKQ/T/WqIdodMcBQM6N6QlLfBNA81SH3Ax3DUDBbti2KHMBQJ2AJsKGFzNA3ZiesMTDD0D3cwrys5HiP+FdLuI7cQ5A0O0ljdE6AkDSOqqaIOoBQC/dJAaB1QZAb0bNV8nH1j9CsoAJ3FoVQENWt3pO+hJAZmZmZmbmB0CpvB3htOAKQHv3x3vVahhAR3cQO1NoCkB24JwRpb0JQKeWrfVFggtA5L1qZcKvB0CD3bBtUaYDQDGZKhiVVARAzCiWW1rtEkCyLm6jAZwvQAn+t5IdWwFAL1G9NbBVCUAuxVVl3xUKQJCjObLyS+I/HJlH/mDgFUDL8+DurP0UQGZrfZHQlgZAdHtJY7SOF0DqIRrdQSwMQNP2r6w0SRBASphp+1fWBEAhH/RsVr0HQDxmoDL+PQNAxEKtad7x+z/qW+Z0WYwNQI6SV+cYUA1ASNxj6UNXD0CZR/5g4LkiQAeZZOQs7PI/zzEge717AED67evAOaMDQI82jliLzwNAAoI5evyeCEBn8s02NyYCQDPhl/p5EwVAgT6RJ0nXHUBsIchBCXMDQIfcDDfg8wpAy6FFtvM9DUBApUqUvaXOv/T4vU1/9gVAKQXdXtLYCUAjZ2FPO3wCQEymCkYldRhAKqkT0EQYC0BI+Um1T0cMQA/W/znMlw9AcSAkC5gAE0D6uDZUjPP7P//6MmKwLKo/R3cQO1No9z8o1T4dj5kDQNtQMc7fBPs/2IFzRpT2CEBzaJHtfF8UQJ8CYDyDBhpAEOm3rwPnAUA+XHLcKR0GQPilft5URBJABcB4Bg29FED61RwgmOMRQPyp8dJNYvo/rkfhehSu+T/UDn9N1igGQMjShy6orx1A/YLdsG2RDUALJCh+jJkRQBghPNo4IgFAieqtga2S/z9Hj9/b9GcLQKzFpwAYz/M/dQKaCBv+MkBt5/up8VIRQEc9RKM7iP4/j8cMVMY//j9sW5TZIBMPQE5iEFg5NP0/EoPAyqEFBkAXK2owDUMHQJpC5zV2CQFAkSdJ10y+EkAGu2HbogwNQBcrajANQ/s/BW7dzVPdCECGrG71nDQIQCI3ww34fPk/Ups4ud/hAECSkbOwpx30P/EpAMYz6AlAoFT7dDymDkD/7EeKyHAHQLG/7J48bCZAzEV8J2YdEUC1iZP7HYoGQN8Vwf9WMg1A5NpQMc4fF0AzG2SSkZMRQF6iemtgq/s//WoOEMzR/D/tmSUBaqoGQPSmIhXGlgpAiSmRRC8jDEDKFd7lIk4gQLb4FADjGfc/VwkWhzM/A0Co4zEDlZEVQG/YtiizwSFAMQisHFpk+D8PYmcKnZcJQI16iEZ3kPQ/xqcAGM9gA0C8BRIUPyYnQEZ8J2a9GAhAb9bgfVUu7T+dEaW9wdcEQKGhf4KL1QdAnYAmwoYnEEACgjl6/N4CQEaZDTLJCA1A0ZZzKa7qBkCJDKt4I1McQHvZdtoake4/KPIk6ZpJ/T+sOUAwR+8QQAxZ3eo5SRtASbpm8s02E0CnXOFdLuIBQBKI1/ULtgJAlPsdigL9/j8pIsMq3ogEQED7kSIyrAJAOiNKe4NvA0AJih9j7loaQPK1Z5YEqPQ/ixpMw/ARC0CrPldbsT8GQPceLjnuVAZAUYiAQ6hS9D/dtYR80DMPQNxj6UMX1AxAYHZPHhbqB0BS8uocA7L+PyqRRC+jWARArVEP0ehOCUDhYkUNpmEEQFsIclDCjAlA4IRCBBwCC0BrYKsEi8MDQGNFDaZheAxAQSswZHWrB0BYHM78ao4BQENWt3pO+gFAHuG04EUfAkC7Jw8LtQYmQNiBc0aUFhBAsi5uowF8A0BP6WD9n8MCQA1slWBxuAdAud+hKNCnG0B6xyk6kgsIQH4AUps4eRdANzemJywxDkClSSno9rIdQHl1jgHZa/g/kdCWcyku8j9FniRdM7kGQI8ZqIx/n/c/F4IclDDTAEB6GcVyS6sEQLtE9dbAFghAVB1yM9yA8D/gvg6cM2IhQLGiBtMw/Pc/HuG04EVfBkAh5SfVPh36P4pZL4ZyIv8/AWpq2VqfDECdaFch5ecMQAUXK2owjQJAMGR1q+dEFEBCk8SScnfrP8vW+iKhjRBAMuauJeQjJUBoXDgQkoX7P9Pe4AuTKQlAAmVTrvCu9T/8AKQ2cZIQQGGm7V9ZKQxAARk6dlCJ7j+a6zTSUrkKQM+9h0uOWxVATRB1H4AUAEDBqKROQNMLQGNFDaZhuAxAsHJoke3cE0Bj7lpCPggsQCgn2lVIeQZAJlXbTfBN5L/dlV0wuGboP5s90AoMGQZAMA3DR8TUAkDufD81XroJQEc9RKM7yABAf4eiQJ9IDkCTUtDtJc0IQDDYDdsWZfw/xJRIopdRE0DXEvJBz6YFQM7Cnnb4qwNAyxDHurjNCUAXDoRkAdMKQH1cGyrGuQVAmRJJ9DLKDUAKndfYJSoFQCJxj6UPnQZAS5NS0O1lD0CrIXGPpU8PQMcRa/EpIBBAkdWtnpPeB0Dw3Hu45LgIQAT/W8mODRRAYFlpUgp6AECU2SCTjDwQQCTRyyiWmwVARFGgT+TpFkB+NQcI5ugKQBTQRNjw9Ps/BYvDmV/N8T8tIR/0bNYUQDsBTYQNjwVAFFysqME09D+Vn1T7dDwGQAYrTrUWZu0/Tdu/stKkBECduvJZnofxPwqi7gOQ2gpA8DMuHAjJ+T+zXgzlRLsEQAMkmkARC+4/NEUlGkkntz/MtP0rK40CQKbQeY1dYg5A001iEFg5BkB5Bg39E9z6P78OnDOidAtAopdRLLf0DUCOAdnr3V8AQLprCfmgZwtAVn2utmL//z+37uapDvkFQNI6qpogqgRA5PVgUnz87D+fceFASPYRQIVf6udNhQZAxCXHndKBAEBKJNHLKJYYQAFqatlanxJAPZtVn6st9z89Sbpm8k0MQLRzmgXaHe4/32xzY3rC8z+m7V9ZaVL9P7KFIAclzPk/gosVNZiG+b+i7gOQ2sQKQEYIjzaO2Pc/C7WmecfJE0C3Yn/ZPUkhQGRYxRuZpxpA2jhiLT4FBUAjFcYWghwYQOiC+pY5fRZAwTkjSnsjLECLGeHtQQjSP8Xm49pQcQFAbcoV3uUCFECU3je+9qwSQHGPpQ9d0AhAF7fRAN4C+z+oOuRmuAEEQEaZDTLJCAxAUKp9Oh5zAkCjAbwFEpQUQKJdhZSfVBpAMxtkkpEzDkDJq3MMyN4DQK7TSEvlLQ9A7+GS406pDkBJopdRLDcDQHk7wmnByw9AOGdEaW8QLkCeB3dn7fYGQPXzpiIV5hJA1PGYgcp4BUDZmULnNXb9PywOZ341hw9AbosyG2QS+z+JKZFEL5MhQDf92Y8UkQZAaHke3J3VEEAfv7fpzz4RQEZfQZqxKAZAzAuwj07dBUCzB1qBIasKQGFPO/w12QdAUtUEUfeB/D+GkPP+P07AP4iAQ6hSM/s/pz/7kSLyBEDFc7aA0PrnP4kkehnF8vQ/eR7cnbUbD0A8FAX6RL4XQK4NFeP8zfw/ZQETuHX3AkDXhopx/qb/P2e4AZ8fBhhAcSAkC5jA+D8VAOMZNPQBQNC4cCAkCxZAQfFjzF2LEkDcRgN4CyQHQBHHuriNZhpADAdCsoCJ/z89Sbpm8k0VQEPiHksf+g1AwTkjSnsD/j/EmV/NAQL0P6YnLPGA8gxASu8bX3umD0BS8uocA3IDQB1VTRB1HxFAOUVHcvlPCUBagSGrWz0CQNeGinH+5gJAPq4NFeP89D+vd3+8V+0LQBcOhGQBUwBACoDxDBp6BkDIzXADPj8NQDv8NVmj3gNAm/7sR4qICkBv8IXJVMEUQEku/yH9dghAoE/kSdK1FkAvF/GdmDUNwCpXeJeLuARAh22LMhtkCkAJih9j7tr7P4nqrYGtUghAeCgK9Il8GUD7kSIyrOIKQKiMf59xYRBAi/1l9+RhBEDhKHl1jkEDQEzg1t08VQBA7YFWYMhq/z9t/8pKk/IUQJpfzQGCOQlAIjfDDfj8+T9Smzi53yEFQAaeew+X3A1AyJi7lpAvO0AldQKaCBv7P2B2Tx4WauU/6Ugu/yHdNUD5Tsx6MdQEQJ57D5cc9/w/NKK0N/hCCkA8pYP1f84FQLpm8s02dxJAI9v5fmp8A0Dja88sCdAaQE4LXvQVpAdAumsJ+aBnAEAz3IDPD+MJQKqCUUmdgPw/q8/VVuwvz78uBDkoYab3Px7cnbXbLhJAlE25wrtcAkA9uDtrt936P2g9fJkowu4/Nh/XhoqxDEA+0AoMWV0OQNBhvrwAewFAY7ml1ZB4E0D1oQvqWyYIQPaX3ZOHJSdAY+5aQj4oDUAprir7roj0P72pSIWx5RFASzygbMoV8j/eWbvtQnMCQD6uDRXjfPw/dTxmoDK+AkBCCTNt/+oWQEinrnyW5/s/BhIUP8b8EkDfGtgqweILQFOWIY51cQhAKdAn8iRpBUBnmxvTExYNQEPKT6p9OuY/4L4OnDMiCUBcVfZdEdwXQK6BrRIszgtAxqcAGM+g+j+2+BQA41kDQLZnlgSoCRNAD7kZbsBnCED67evAOSP0P7VU3o5wWgVAEDtT6LzmGUABwRw9fu/9P636XG3FTkFAFk1nJ4NjBEAv+grSjMUGQMO7XMR34gVApHA9CtfDEEAPf03WqEcAQJnTZTGx+QxAbXNjesKSFEBvL2mM1vEfQOVEuwopfwRArWnecYqO8j+Y3ZOHhboTQCl5dY4B2RFAi2zn+6mxDUBrZcIv9XMJQP94r1qZkCNAopxoVyHl+T9GfCdmvZgGQNmZQuc1NgNAG0esxacgF0DOpbiq7Dv4P3MR34lZr/A/ybCKNzKvEECD+pY5XVYJQMpUwaikDhFAX0GasWi68T/n+6nx0o0ZQLVU3o5wWvk/ur2kMVpHDUCyLm6jAbzzP29HOC14kRFAnFCIgEMo9z+gMv59xgUCQJI/GHju/QlA5gXYR6fuDEAzUBn/PiMPQK4Mqg1OxOM/j41AvK5fC0BiEFg5tOgSQLQ8D+7O2gpAV+wvuycvK0CKPEm6ZlIUQOepDrkZbgFAxAjh0caR/D9x5ldzgKAEQCkiwyreyBdA+vIC7KPzEUCXytsRTusgQNv5fmq8tAtAt2J/2T0ZEEDvIHam0LkKQAspP6n26QJAAyZw624eBkAiwyreyFwcQJYKKqp+Jek/sp3vp8ZLFkCemPViKCcbQEWeJF0zuQRAqoJRSZ2AEEDeWbvtQvMEQGO5pdWQ+AVAsktUbw2MEUAMzXUaaWkJQKQ2cXK/QwhAv/G1Z5ZkH0A0hc5r7BL/P5fFxObjmglAL26jAbyFBECTUtDtJa0QQMaFAyFZAAlAY5y/CYWoEkBwzojS3iALQP5IERlWcRlADAIrhxbZ+j91ApoIGz4SQB2UMNP2rwlA5gXYR6cuBEDRBfUtc7oOQFSM8zehEARAVrd6TnofCEAKndfYJSr+P4fhI2JK5AJAjh6/t+kPB0B7FK5H4XJDQCqpE9BE2AdAYqHWNO+4AUCVZYhjXVz+Py0+BcB4BgxA86s5QDBHCkCBeF2/YHcKQBnKiXYV0gxA6DBfXoA9E0CVSKKXUewCQHgoCvSJPPG/NUHUfQDS8z8VV5V9V0QJQAB0mC8vYB9ALlbUYBqG8T/Jq3MMyF79P/63kh0bQQ1AvvbMkgB1AkC1pnnHKfoeQC9RvTWwlQxAbcoV3uUiE0AdWmQ7308MQCDvVSsT3hFApMfvbfrzD0CdRloqbwcJQNdppKXy9gFAMJ5BQ//kEEB5Bg39ExwAQMBbIEHxY/M/ZDvfT43XBUD5Zpsb07MZQJbP8jy4WxdAcJS8OseA/j9BSBYwgVsFQMZtNIC3AABAzNHj9zZ9+T+R7Xw/NZ4gQIp2FVJ+0vo/N8MN+PywBEBl3xXB/9YIQDpY/+cwHwRA9YQlHlA2B0AhPNo4Ym0MQNR9AFKbGBFAZd8Vwf+WC0CM8zehEEEDQAVu3c1TXQRAcr9DUaDvF0A57pQO1n8AwAspP6n2KQpA1hwgmKPHAECQ96qVCT/5P6VmD7QCQw9AxqLp7GRwB0D+t5IdG+ESQKG+ZU6XxQdACHJQwkxbEEBoP1JEhpUDQAmnBS/6CvE/H6LRHcROCkA3NdB8zl3rP4bijjf5LeO/ICkiwypeBkDOUx1yM9wCQEdVE0TdxxFAu7iNBvAW9T+MvoI0Y7ESQKsJou4DEPk/+RQA4xlUE0ANGvonuJgNQE0QdR+A9BBASphp+1eWB0AIyQImcGsHQEuwOJz5VQ5Ak1fnGJBdE0DtmSUBauoSQDHrxVBO9ANA8x/Sb1/HDECzDHGsi9v/P1AZ/z7jAgRA2T15WKhVFkAwZHWr56T9P/NUh9wMtwlANe84RUdy+z/5Tsx6MRQAQPVKWYY4lgFAHqfoSC4fGUC3XWiu08gNQAU1fAvrxr+/Dr4wmSq4KUD2C3bDtmUaQLJK6ZleYtE/iSR6GcUyEECz0qQUdLsFQIxK6gQ0URBAQiYZOQs7CECfsMQDykYXQGlXIeUnVfk/Mc7fhEKEAEAKEXAIVWoPQKDDfHkBtghAndfYJaq3/z90XmOXqJ4LQGWNeohG9wxA2c73U+Ml+T/D0ytlGSIKQKN3KuCe57+/shGI1/UL+b810lJ5O4IAQM2SADW1rANA0/avrDSpA0DCo40j1uL8PzRlpx/Uxek/jPM3oRBhEUBtOZfiqrIHQLH5uDZUjApA/5WVJqWg8z+u8C4X8f0XQKJ/gosVdRJAg24vaYyWEkD5LM+Du7MPQOTaUDHO3w9AFqQZi6ZzDUBz1xLyQa8bQIhodAex8wFAyLWhYpw/AUAtYAK37mYCQKQZi6azsxFAP1JEhlWMIkCazk4GRykeQILF4cyvpgBANpNvtrkRGkDde7jkuJMMQG9kHvmDgQ9AIhrdQezM9D+i0/NuLCjpv9laXyS0hRdAVDpY/+fwDkDv4v24/XLmP1SM8zehkAlAvcYuUb01A0BKJNHLKFYJQJ268lmeBwhAb2Qe+YPBEUCNnIU97XAEQOELk6mCEQdAMo/8wcDzBkAlzLT9K2sFQOcdp+hITidAQlvOpbiq8L/G4cyv5oD6P1jiAWVTrgZAEoPAyqEFAkCzJEBNLRsFQEcDeAskaCpA/kgRGVaxD0DDnnb4a3ILQM2SADW1bPE/saIG0zC8EkDZ690f7xUEQHZR9MDHYN4/iqvKvivCCEDHuriNBjAVQL01sFWChQtAtyizQSY5EkBOC170FeQQQFJEhlW8kfc/3ze+9swSD0ASpb3BF6YbQA1slWBxuAhAHLEWnwIAFkAWwf9WsuP4P1tCPujZrApAW7G/7J48C0D+DkWBPhEFQBqjdVQ1wQpANBE2PL0yHkBQx2MGKqMJQE1KQbeXdAlAgy9MpgoGGkBi83FtqNgNQHSYLy/A/gNABDkoYaZtDkBjesISD6j9PwTidf2CXf4/d2fttgsNCEBXeJeL+A4TQICaWrbWVwNA+vIC7KNT9j86kzZV90joP2Q730+NlwZAM/lmmxtTB0CTjJyFPS0cQLJGPUSjmxdA3h/vVSuTB0CFlJ9U+3QGQDSAt0CCog1AL4uJzce1C0B4CyQofswGQIHs9e6PNwJA3LqbpzqkAUCqglFJnYALQBSuR+F6VA5AI2dhTzt8EkBCYOXQIpsHQBFTIoleRuu/gpAsYAK3CEBsCfmgZ1MWQF9GsdzSavo/ZohjXdwGBEAMdsO2RbkQQKyQ8pNqHwJAEJIFTODWBUDgoSjQJ3L/P530vvG1JwRAgufewyXH9D/rHAOy12sgQCRiSiTRSwZA1LfM6bIYGUCfjscMVAYVQCyf5XlwtwtA6Nms+lztE0A/4les4SLmP78rgv+t5AhAOiNKe4PPEUCMEB5tHDEIQBe30QDeQhhAOBWpMLaQCUAofoy5a4kEQKDgYkUNpgFAOL72zJLADkABpDZxcv8BQH3ogvqWuRFAwcqhRbZzMEC+E7NeDGUGQDBDiNCtfJu/9+Rhoda0DkDGv8+4cKACQOkrSDMWzQNA5nXEIRtI7D9ZNJ2dDA4GQOLMr+YA4RBAsoAJ3LrbEEDkLOxph38FQKRwPQrXIwVA9Bq7RPW2EkASpb3BF+YSQK/OMSB7PQJAiV5GsdzSC0AK8rOR66baPxBAahMn9/8/iXssfeiCEkC7YduizAYBQE34pX7e1AxAPlxy3Cl9E0DJxoMtdvvKPzC7Jw8L9SZAFNBE2PD07z/ek4eFWpMKQAisHFpkayFAsFWCxeFM4r8na9RDNDr5PyC1iZP7HQ5A8IrgfytZBkDjNhrAWwAfQAvSjEXTGQlAc2iR7Xy//T9UUiegifAOQEJg5dAi2wtAttYXCW1ZHEDVlc/yPHgOQPUQje4gdghAoaF/gotVCUBkXdxGAzgOQFXejnBacBhATTJyFvb0AUBn1edqK7YHQDvCacGLvhRAfPKwUGtaAUCrIXGPpQ8AQJgycEBLV7i/+8vuycNCDUAsms5OBkf8P29kHvmDgQBAXmOXqN46EECe0sH6P4cYQAkbnl4pSwNAfdCzWfX5BEALDFnd6rkKQH4dOGdESRBAeQYN/RNc+j+hoX+Ci3USQAKCOXr8ngJAG0zD8BGxE0A3pics8SAQQLddaK7TSPE/EojX9Qs2CkAwuycPC3UGQMOedvhrMgNAjukJSzygFEB/arx0kxgfQFc+y/PgLiNAZohjXdxGBECSs7CnHX76P99PjZdukgRAWwhyUMLM6z8J/reSHZv8P0I+6NmsKkZAQgkzbf+qEUAXZTbIJAMSQHGsi9toAPs/EY3uIHYm+j8mqyLcZFTivxzw+WGE8BVAje4gdqZQDUDY2CWqt4YBQHUfgNQmDgJAFJZ4QNnUDUDS+8bXnpkGQMYVF0flpuA/IAw89x6uAUBXJvxSP28QQJFhFW9kXgRAKqkT0ETYBECbVZ+rrdgLQKT8pNqnowlAzF1LyAe9EUCzCwbX3NHaP+gTeZJ0jRJAFsH/VrKjDEAWGLK61fMKQI4G8BZIkARAwVYJFoczB0Au5Xyx92LmP9KpK5/lOQ5Az/dT46VbAUDjNhrAW9A+QNCbilQY+xFAiIGufQG93j9IMxZNZ+cIQNrJ4Ch5NQRAYAK37uZpA0DZzvdT46URQLVsrS8S2gVATYQNT69UCEAgRgiPNo4HQAK8BRIUPwRAVMa/z7hw9D8cX3tmSaATQDXSUnk7wg1ADkqYaftX/T/dmJ6wxEMIQIpZL4ZyogxAXwzlRLuK9z9b64uEthwAQAexM4XO6wFA7bsi+N/qEUCnzM03onvYv3AKKxVU1OO/Pu3w12TNBECGcqJdhVQDQOwX7IZtC/4/Haz/c5jvDUD4Nv3Zj1QOQBEebRyxlhFADyibcoV3/j8OoUrNHuj0P1VNEHUfgBBA6lvmdFmMBUCHbYsyGyQOQHjRV5BmbAlAQBNhw9PrAEBKe4MvTGYKQDiEKjV74AZAmDRG66jKGEAMAiuHFtn1P8RCrWne8Q5A/aTap+PxA0Ds+gW7YRsJQNwRTgte9ApAaFw4EJIFF0CrlQm/1E/6P/UQje4gFiJAp658ludB8T8JOIQqNbsJQIy8rIkFvt4/aR1VTRA1F0B0JJf/kH4MQOlILv8hfRBAKbNBJhm5/j99s82N6ckSQMFWCRaHkxpAr+sX7IaNEkC0q5Dyk4oYQBbe5SK+kw5AGmmpvB1h+j/uX1lpUor4P1jnGJC9biJAY3/ZPXnYCEATSfQyiiUMQL0Yyol21QpA2LeTiPAv47/BqKROQNMNQJzFi4Uhcuc/XANbJVic9D9au+1Ccx3+P+jZrPpc7QVA1SZO7ndoAkBxVdl3RZAiQO22C811WgZAXI/C9SicDECny2Ji83EGQHam0HmNXQxAGCZTBaPyEECns5PBUTICQMGRQINNnc8/saIG0zB88j9yCAvd2+OLPxsN4C2QIPc/Tn/2I0XkBEAfotEdxE77P1ch5SfVvgxAIcztXu6T7T+WlSaloNv/P03bv7LS5CJASiTRyyiW/z89m1Wfqz0wQJtVn6utWAxAArfu5qnOAED+1HjpJnEMQBwlr84xIAVAPZtVn6stDUCjdVQ1QdQGQCJUqdkDLfY/vR3htOCFCUA6BfnZyPXqP8PTK2UZ4gxAl3Mprir7CEBWDi2yna8EQEKygAnc+gRAlzldFhPbDUAKgPEMGnoGQA1xrIvbaANAuOS4UzoYEEBDxTh/EwoOQCmzQSYZOQ5Aj+TyH9LPNEAJxOv6BXsIQA1xrIvbSCxAUiy3tBrSAUCOWItPAbD6P+7rwDkjygpAS6shcY9lCkD2C3bDtoURQNIYraOqKRBAh4px/iZUBUCKq8q+K0IFQLCsNCkF3RpAUiy3tBrSCECJ0t7gC5MHQA034PPDiAxAsb/snjwUQEAFFytqMA0GQI/HDFTGfw5ATS1b64vEE0BoeR7cnfUDQC6QoPgxphhAMA3DR8SU5j9vfy4aMp7lP+HRxhFrMQxApn7eVKRCEUD+mqxRD9H4P19egH10yhBAn3HhQEhWCEB1sP7PYf4LQE8jLZW3owBAU5EKYwuBEECpTZzc7/AVQH0FacaiKQNAA2A8g4a+D0DtR4rIsIoYQAJIbeLkfvs/2uGvyRpVF0DfiVkvhjIIQLWmeccpakNAamrZWl8EEUAT1sbYCa/uP02EDU+vFAFA5Ga4AZ8f/D956SYxCCwMQE/MejGUUxJAER5tHLEGIUA1Y9F0djITQLRaYI+JFOQ/idLe4AvTJEBJ9DKK5ZYRQAiUTbnC+w9ARkWcTrLVxb9kdavnpHf7P2WqYFRShxBAh4px/iaUBED5g4Hn3gMBQMYzaOifABFAdmwE4nW9D0AQWDm0yLYuQLAD54wobQNAT0ATYcNT/j/EzhQ6r3EDQCMtlbcjHAZAkuhlFMstBUCS6GUUy+0SQC0+BcB4xgpAychZ2NOOCEALe9rhrwkJQBtMw/ARsRRAx7q4jQbwBECe6pCb4YYHQLiSHRuB+P8/6udNRSoM8j/gufdwyfHyP4zzN6EQAfo/XrpJDALLE0DedqG5TmMYQDnulA7WfwxASOF6FK5HEECV8e8zLlwAQJKWytsRTvg/fsaFAyHZ/j8K16NwPcoGQJtVn6ut2Pk/+n5qvHQT/T9angd3Z23nP8vz4O6s3Q1ALLzLRXyn/D/ONjemJ+wHQCPb+X5qPABAgv+tZMeGD0AuVtRgGgbwP5oIG55e6QpA46qy74qgE0BM/bypSIUaQDnU78LWbO4/Un5S7dNxBEAjTbwDPGnHP2pN845TdAxAyXGndLC+CEBVpMLYQpAEQDXvOEVHsg9AYB+duvJ5FkC0AkNWt5oTQDfDDfj8sPS/S3UBLzNsyr/0/dR46ab2P6rx0k1ikC5ApTFaR1XTB0C0sKcd/pr4P9PZyeAouQNAgA7z5QUYA0AQBp57DxcQQDemJyzxgPU/8x/Sb19HBUAW9rTDX5MEQAvvchHfCfw/Ap8fRghPDUB31m670JwHQOMZNPRPcPU/1EM0uoNYC0Aaho+IKVELQDgyj/zBAA5AvD/eq1bmCECvzjEge739P205l+KqcgtAfsaFAyFZEkDNO07RkVz8P1tfJLTl3AZAEF1Q3zKnDUCskPKTal8KQJ4MjpJXJw9AqaROQBPBLUCLic3HtQEVQHh/vFetLBRAyk+qfTpeA0BqTfOOUzQqQN8WLNUFvMw/k+NO6WBdF0Dk2lAxzt/xP2DNAYI5ugNATfOOU3TkDkAVOq+xS1QDQH0iT5Kumfo/5nlwd9YuCEBfe2ZJgFoYQOiC+pY5HQ1A8s02N6ZnC0B5HtydtVsJQP7xXrUyIQZAAFKbOLnf/j+kwthCkAMJQBxClZo9UAlAqZ83Fakw+T9zS6shcY8YQI6SV+cYoCNABd1e0hjNEkACmggbnm5DQEDeq1YmfAtAHtydtdsu/T+OklfnGNAHQEFl/PuMC9O/PUm6ZvJN4D8oYabtXxkOQN3NUx1ys+U/mN2Th4VaBUBMN4lBYCUQQDgVqTC2cBRAXwfOGVFaAkBszywJUDMQQCvZsRGI1wpAgEi/fR04/z9VGFsIcpAPQLJLVG8NLBRAGyrG+ZtwG0Cz0M5pFmirPzAsf74tWOM/A1slWBwOCkCdnQyOkhcGQBe30QDeQgVAavZAKzBkCkBzY3rCEm8XQM+Du7N2Ww1AuarsuyJYEED9ag4QzNEKQP8+48KBcBJA9+l4zEAlBkAuBDkoYSYIQPZdEfxvhRFA3CkdrP+zCUB1PGagMt4TQF0z+WabG/E/LxfxnZj1DEBXYMjqVq8VQPG6fsFuKCBAcOtunupQCEARje4gdmYLQEymCkYl9SVAswxxrIubEUA+P4wQHk0aQIqw4emV8gdAHY8ZqIz/B0AMyF7v/vj+PyeIug9A6gRA43DmV3PAEkA98gcDz70GQDemJyzxwAVA2v6VlSalC0ASTgte9LURQIenV8oyxA5Algm/1M8bEEB9eQH20ckRQAmnBS/6ChlAswxxrIsbDkAcfGEyVTD1P4V80LNZtQVA0A8jhEebEkA5tMh2vh8NQMLAc+/hciFAEMzR4/fWEEBkzF1LyMcHQEbrqGqCqAVAV3iXi/hODEDOwp52+OsHQDSFzmvsEv8/QPuRIjJsB0CTjJyFPa0JQE0VjErqxA5AMNgN2xYlEkAJOIQqNfsBQDKs4o3MoxBAb9Of/UiREUAyVTAqqRP6P7PviuB/6wRAnwJgPIOGDEAbYye8BKfKvxYTm49rAwFAfJv+7EcqEkAWhV0UPfDUP3pwd9ZuewtAx2gdVU3wFkDohxHCo00JQOLplbIMERBAUkmdgCbCBUA2rn/XZ07jP54kXTP5RhdAm1q21heJA0AKgPEMGvrqP2mpvB3htAFAQ3OdRlrqA0AcsRafAuD4P2tlwi/1cw1AQbyuX7BbB0DusfShC+oCQBY1mIbhowxAe737470qCkDK/Q5Fgf4MQBWRYRVv5AZAzQaZZOTsE0CutmJ/2b0nQDElkuhl9BZA5ZttbkwPH0DOiNLe4AvLPzdStkjaDew/DamieJU15z+R0JZzKa7+P+RJ0jWTrw1ATzv8NVmjFEASNMHLZ9SHvyNnYU87vANA1VsDWyVYBUAr+64I/lcZQL01sFWCRfU/y7kUV5V99j8AdJgvL0D6P6yowTQMnw1AV7JjIxAvBkCVSKKXUWwNQIHPDyOEhwdA7/54r1pZBUCuZp3xfXHrP3Iz3IDPD+U/EhQ/xtx1DUAf9GxWfe4RQJq2f2WlSf4/oBUYsrqlIEDTE5Z4QBkBQLwFEhQ/ZhhAQ+VfyytX7j8P0egOYucTQBfxnZj1YgpA9gt2w7bFAUBc5nRZTAwRQN9sc2N6wgFAlWWIY11cC0C4dTdPdQgLQAr0iTxJuv0/E0TdByD1EECP5PIf0u/0P5KzsKcdnhNAgosVNZjGAkD/7EeKyHAHQO0qpPykuhRAkBSRYRXv+j92xvfFparlPx+duvJZXg5ARs7CnnY4BEC9HeG04EX+PzrMlxdgXwNADXGsi9vo/j9l/PuMC4cEQKK0N/jCpDFAD39N1qjHEEBcrKjBNAz+P02+2ebG9A9AG/UQje5gC0A8MevFUO4XQGr2QCswJAZAcvkP6bcvMEAGR8mrc7wiQKzKviuC/wRAL1G9NbDVBUCdgCbChucpQP2H9NvXAQJANIXOa+wS9D9QATCeQeMWQMkfDDz3Hvw/jkC8rl/wCkAQWDm0yEYgQMAhVKnZAwtAkst/SL89BUD0bFZ9rrYTQD+MEB5tfBhA1eyBVmCID0DCL/XzpqL+P/cBSG3ipAtAdAexM4WOBUAxthDkoKQiQIi6D0BqE/M/9zsUBfqEAkD9LQH4p9TqP8+9h0uOewVApN++DpxzAUD4U+Olm8QMQEFIFjCBGwxANqs+V1sRFkBKXp1jQLYMQNFcp5GWSglACyQofow5C0DKwWwCDMvTP/iNrz2zZANAclDCTNs/+z9BvK5fsDsRQB+A1CZOLgtALUMc6+L2MUCsrdhfds8IQPIHA8+9RxFAKlJhbCHIAkDI6lbPSe8JQP1NKETA4QdAucfShy6o7z/Ughd9BekRQPWEJR5QthFAYKsEi8MZE0CH+fIC7GMKQD0s1JrmHRBAkIMSZtq+CUAa3UHsTKH9PxtHrMWnQBNABK3AkNUt+z9jf9k9efgRQE9AE2HDEwhA3sg88gcDDUAqb0c4LXgPQL9IaMu5FAlAvVKWIY41EUAUP8bctYQiQPQ3oRABh/w/61bPSe+LIUCTGARWDg0mQFH3AUhtYgVAucFQhxVu0T8rweJw5jcRQIts5/up8fg/ZDvfT403EUBRg2kYPmIQQItPATCegQ1ARyBe1y9YAkA3jliLT4EQQAGkNnFy/wBAZRniWBc3FUDlJ9U+HQ/9P8Cy0qQUNABAPbg7a7cdAUA9CtejcP0XQDl/EwoRMBBA6znpfePr/D+Lic3HteEOQD+MEB5tHPM/tr3dkhyw77/2fw7z5QUDQNtQMc7fxAVAh1ClZg80A0AFwHgGDR0QQFjiAWVTLgNAMc7fhEJEAkCTb7a5MX0LQMxAZfz7TBNAQMHFihrM7D/de7jkuBMLQBcrajANgwFALZW3I5zWDkA8vVKWIe4WQLXDX5M16vs/eJeL+E7M+b+HvyZr1MMOQG1zY3rCkg5AFeP8TSgECEAfotEdxO4YQD4ipkQS/QVAn5PeN742DkBDOdGuQgoMQJsg6j4AaQ9AvR3htODFD0BJaMu5FJcCQE5FKowthApACHJQwkwbBUDn+6nx0g0YQBQ/xty1hCRAqtIW1/jM4L9ivrwA+6gWQI4G8BZIUANAdjI4Sl7dAkBBfcucLksDQKrx0k1iUAxA+KqVCb9UBUCU2SCTjBz1PxHHuriNZhBAOq+xS1SvBkD+mqxRD5EDQBcOhGQBk/U/Vyb8Uj/v9D/tf4C1atflPwzIXu/+uAtAH2gFhqxuDED/BBcrarD3PxkEVg4tsgxAI4RHG0dMFkBqEyf3OxT0P2ZOl8XEJhpA6iEa3UGsEkAOEMzR4zcQQESjO4idaQlAluzYCMSrCkD0T3CxooYJQKT8pNqn4/4/oDcVqTC2DkCGAyFZwOQSQLNBJhk5iwtA19081SE3+j9XeJeL+M4DQIQqNXugVQxALpCg+DEmAUDLLa2GxD0NQJJ0zeSbbQxAokW28/1UB0Bg5dAi27kFQP5D+u3roBJAea9amfALAUAWNZiG4SMDQPkUAOMZtANAkX77OnBOGEBg6udNRSoIQJQw0/avLAhAyol2FVJ+9z9rYKsEi8MEQCoAxjNoKBVALSeh9IWQ5z+XytsRTosNQFAZ/z7jwhBAUaVmD7SCA0DRItv5fioKQJgXYB+degpAs++K4H9LEEDmP6Tfvg7zP3C2uTE9oQpA/1vJjo2ADEDG3LWEfFADQIEhq1s95xBAEOm3rwPnCUA+syRATS0NQBA7U+i8RgZAaLJ/ngaM5z8a3UHsTEESQOaWVkPi3gJAZF3cRgM4CECZZOQs7KkGQGiu00hL5QhAYwtBDkoYHEBhVFInoIn+P7gjnBa8SBFAyO9t+rOfC0AK9Ik8SfoTQBTQRNjwdPk/VKnZA62ABEC5cCAkCxj9P6qaIOo+AABACacFL/rKC0DLuRRXlb0FQJ9x4UBI1gVAgQncupuHEEAu51JcVXYOQA2Jeyx9aPk/mRJJ9DIKEkCFd7mI7yQWQAETuHU3bxFAHHxhMlUw5j/20akrn6UOQHrf+Nozy/s/J6CJsOHp+D/pfeNrz+weQLjpz36kaBVAKzBkdatnDECH+fIC7GMLQMdoHVVNsB9AfbPNjelpEEC1iZP7HQoLQCtNSkG3dxFAPfIHA8/9BED/PuPCgSAjQMUbmUf+IBBAkElGzsJeC0ANN+Dzw8gEQJ2AJsKGZwNA98d71crEDEDghEIEHELyP0/MejGUkwdADyibcoV3AEAT1VsDW6UBQMfXnlkSoP4/CFVq9kArAUCOdXEbDeANQH2utmJ/GQVA6j4AqU0cA0CcoiO5/AcNQP4mFCLgkAFAmnecoiNZFEDswDkjSrsKQH+HokCfSPk/0/avrDQpD0Dg88MI4ZEEQMQI4dHG0QlA8x/Sb1/HFUDPTgZHyasBQIkMq3gjMwVA3ElE+BdB4T94l4v4Tsz/P9Ei2/l+2jBATyMtlbfjAECyaDo7GVwDQCNKe4MvTP0/FVJ+Uu2TBECKsOHplXILQF6iemtg6wRAnMQgsHKoCkDS+8bXnpkbQAvxSLw8Hek/KpFEL6NY9z825nXEIRvbv0Fl/PuMCwVAwW7YtiizBEDD8ufbgiXqPz3VITfDjfw/ptWQuMfSDEDaOGItPgUGQPKwUGuadwBAJ4Oj5NU5EED3ksZoHVX2PzyInSl0HgZAWwhyUMJMBUCm0HmNXSIJQA5ORL+2/u0/bvdynxwF7D8gJAuYwC3sP7+aAwRztBRAa9RDNLoDEEBOC170FWQFQKTH7236UxhA8kHPZtUnAEDb+X5qvBQTQCs1e6AVGCNAYFlpUgo6EUCkU1c+y3MEQM+G/DOD+OE/WRe30QBeF0D7PEZ55uXVv7QfKSLDqg1AUgq6vaSx+z/6J7hYUUMEQLdif9k9+QJAJSNnYU+7A0AdPX5v05/0P60vEtpyzhBAtvP91HgpCECq1OyBVuAFQIKo+wCkNvk/DWyVYHH4CEAFwHgGDX0FQCkiwyreiAhAbxKDwMrhDUARHm0csZb+P0ImGTkLewVAcVXZd0UQE0BXPsvz4A4RQHFV2XdFcApA6spneR6cBEDJHww89x4HQMRCrWnesSxAUu3T8ZiBFEDfwyXHnRIDQLSrkPKT6hNA5DEDlfFvC0A429yYnjAHQO2BVmDIKgVAj8cMVMZ/DkAFNBE2PN0kQILF4cyvZhBAGAltOZfiAUC9++O9aqUdQALZ690frwtAWvCiryBN9T9SLLe0GpL+P3OdRloqb/Y/lX1XBP/b/z/r/xzmy4v/PxniWBe3EQlASL99HThnC0Dv4ZLjTqkBQIofY+5aAgpADB8RUyIJFEDOcAM+P4z5PxbB/1ayIwjArir7rgj+C0BwsaIG07D2P/wApDZxcg1ACr/Uz5tKB0CADvPlBVgPwNrmxvSEpfo/pfeNrz1zDUCz6nO1Ffv/Pz5cctwp3QNAKCzxgLLpCUA0uoPYmaITQAtGJXUCeiRATwZHyaszA0ALKT+p9okRQG6FsBpLWNs/uJOI8C+C3b9H5pE/GPgDQEloy7kU1/Y/D7kZbsCnBkAnFCLgEOoGQJbnwd1ZO/0/dOrKZ3keIUAfotEdxM73P9RIS+XtKBFAgSbChqfX9D/7Bbth2yL9P8nIWdjTDgVA9Zz0vvFVFkDpQxfUtwwFQPDce7jkOP8/ukkMAisHCkCUap+Ox8wNQFbUYBqGjxFAQBNhw9PLFkBhMlUwKqkMQOT3Nv3ZrxtAQmDl0CIbCkBkO99PjdcqQOOItfgUAAhAMXxETInkCkAGTODW3TwEQFe0Oc5tQuo/lN43vvZMDEB4eqUsQ3wlQOCcEaW9AQ5AkQ96Nqu+4z/GpwAYz5AjQPMBgc6kTes/3o5wWvAi/z/usfShC0oZQIQqNXugFRlA3GgAb4GEBkDAeAYN/ZMAQJp8s82NyRZAEDtT6LyGFkBN27+y0qQDQEyOO6WDtQ1AescpOpIrE0C+MJkqGLUYQOiHEcKjTQ1AyJi7lpDPDECxv+yePCwLQJlH/mDgeQRAa5p3nKIDLEDBkNWtnhMMQKbydoTTwgZAJNbiUwAMEkAUeZJ0zSQIQJs5JLVQsuc/gQTFjzG3EEAcCMkCJjAMQOPfZ1w4EPE/s/D1tS617D9TkQpjCwEAQP94r1qZ8PU/UkSGVbyxEEC45LhTOvgWQAq/1M+bOiBAg24vaYwWB0CuKvuuCD4JQJqZmZmZGTtA1XjpJjGI9z/ItaFinD/6P7fRAN4Cifg/beLkfociBEDn49pQMU7wP8wLsI9OXQhAPkLNkCqK3T82donqrYH0P+kmMQis3A5A+GuyRj1E/D+5UzpY/6cEQB+/t+nP/hFAluzYCMTrE0AdcjPcgM8PQAN4CyQo/vU/PnlYqDVdNkCJtfgUACMIQB2PGaiMf/8/7UeKyLBqEEByp3Sw/s8CQBWMSuoEtAxAqwmi7gOQ/z+AYI4evzf+PxgJbTmXIgZAyEEJM23/DUDGounsZHAKQDtwzojSngBA2V92Tx4W9D+zXgzlRDsIQAq/1M+bSg1AZtr+lZVmA0D1oQvqW+YFQEVJSKRtfOE/Xb9gN2ybF0DoE3mSdN0hQA7z5QXYxwxANuohGt1B+z/wxKwXQ3kFQPzepj/7kRtAPwCpTZxc/j/kg57Nqh81QApoImx4+gVAV3bB4Jq77j8Dz72HS84SQIsyG2SS8RRAB84ZUdo7L0DeyDzyB8MFQEcgXtcvmB5ANbVsrS/SCUA/HY8ZqOwWQB09fm/THwtA8fRKWYb4BkDrHW6HhkXrv4Bgjh6/VxZAJLTlXIprCEAIclDCTJsLQP66050nHuu/GcVyS6vBEUDRBfUtc7oSQCx96IL6VgBAM8SxLm4jCUD3ksZoHdUMQCe9b3ztWQFA9dbAVgk2EkCn6Egu/yEIQP9byY6NwA5AS+oENBH2A0COBvAWSNADQMlZ2NMOvwFADvYmhuTk6D/lRLsKKf8OQGJnCp3XmAtAQlvOpbiqDkCSdM3km20HQNdR1QRRdwhA++jUlc9SEUAQQGoTJ/f7P3wPlxx3yv8/M9yAzw+jD0CLic3HtcEQQFRSJ6CJ8DBAHZQw0/avAkCh8xq7RHX4P2tlwi/1swtAQiYZOQt7EUBolgSoqWUNQAXFjzF3zSZArir7rgi+A0BxyXGndDD+P7OY2HxcWwxAhbGFIAcFG0DKT6p9On4RQKDDfHkBNgBAP1dbsb+kQEBGmQ0yycgIQAwCK4cWGQJAEr2MYrllCkAyWkdVE0QFQKDgYkUNphFA6SYxCKzcCkBDBBxClRoOQED2evfHmxBAAB3mywvwCkCR8pNqn84MQKfoSC7/oRJAxy5RvTVwBkC45LhTOpgEQCP430p2LApAvyuC/62kC0DN5JttbswHQI+NQLyunw9ATYQNT69UEEDUDn9N1mgJQBCVRszs87K/KH6MuWsJ9z/CNAwfEdMDQPeSxmgdVQ5A6N7DJced+j+E9X8O8+X2vwclzLT96wxAQQ5KmGkbF0CRLGACty4XQF0WE5uPa/k/fERMiSTaHUAdd0oH6//+P6Q2cXK/Q/8/cTjzqzkgEEBq9kArMKQKQFw/WCFA4Z8/bef7qfEyF0DlJ9U+Hc8aQOT3Nv3ZzwRAvOgrSDPWBEB5knTN5FsGQLdFmQ0ySQ9AYr68APtoBEAVV5V9VwQYQPwApDZxMgBAfeiC+pb5F0ALJCh+jLkJQI+n5Qeu8uC/fgBSmzi5BkB1djI4St4BQABXsmMjMBVAV7JjIxBvCUDFILByaFFHQGoYPiKmBBdA1GAaho+ICEDaci7FVWX/PyAkC5jALfw/cclxp3RQEUAbgXhdv2AEQOnWa3pQUKK/wZDVrZ6TEED129eBc8bxPygLX1/rUr+/O3DOiNIeHkBYVpqUgm4NQAhagSGr2wRAI6Et51LcDUDgZ1w4EJLuP8LdWbvtQhZAV89J7xvf9T/rrYGtEiz2PzpY/+cwnwBA/cHAc+9hAkC3Yn/ZPTkXQCDvVSsT/v8/WK1M+KU+CUB3EDtT6LwMQNobfGEyVQxAB+v/HObrFUDqeMxAZXwEQHJtqBjnbxpAVvFG5pG/BUAv+grSjMX7P3i0ccRaTCNAE2ba/pUV9z9A+5EiMiwHQCsYldQJaApAzjY3pidsBEBwtrkxPWEFQB9oBYasLgRAKnReY5eo8j99PzVeuskAQPBuZYnOsue/fLjkuFO68j8ra5vicVHtP8dGIF7XLwFAS1mGONaFB0A6OxkcJS/4P2owDcNHxAZACAPPvYdLCkBg5dAi25kRQIJWYMjq9hpAaW/whclU7T/vycNCrQkkQABSmzi5HwhAtOVciquKHECWIY51cZslQDS6g9iZwgdAmGw82GK36z+UvDrHgOz/P7ivA+eMqPw//+cwX14A8j8c6+I2GkAEQMx/SL99nQxA0AoMWd1qB0BcVfZdEXwPQFoSoKaW7QlAjErqBDRRCkCskPKTap8AQITTghd9hfU/lX1XBP/b+T9i83FtqFgWQI2XbhKDYBRA4gZ8fhhhDUBAh/nyAmzxP6SrdHedDbk/NQwfEVOiEkDxRuaRPxgEQJOMnIU9LRtAls/yPLh7AEDNWDSdncwCQNgqweJwZg5Ag4b+CS7WAkB0B7EzhU4FQHzVyoRfavs/Km9HOC04AEBF2PD0SjkdQNF5jV2ievI/IR/0bFb9BUCxxAPKpnwQQO317o/3KgRA5ldzgGDOAUBTrvAuFzEHQEj+YOC5d/w/i2zn+6kxB0A+7fDXZM0MQOqVsgxxbA1AP3RBfcvcEkBdv2A3bLsQQPZFQlvOZQNAsCDNWDQdEkDO/GoOEMz3PywrTUpBNw1A9dvXgXMmJUCCxeHMr6YOQIkHlE25wv4/GHjuPVxSEkCLVBhbCPIjQFZjCWtj7Nu/P28qUmHs8T/9MEJ4tLEBQHUCmggb3glAyM1wAz4/AUDhRV9BmrETQHGsi9togA5Ab2Qe+YOBA0DIe9XKhJ8JQK8I/reSnfU/PpY+dEG9GkDWrZ6T3jf0P/+ye/KwEAtADYl7LH0oAkA6QDBHj1//Pwdhbvdyn9a/UTHO34RCCkD1hCUeUHYPQBEBh1ClZvg/zsKedvjr/j/Z7Ej1nV/ZP4ofY+5aohNAHooCfSIvEEBmMbH5uDbwP+w00lJ5ewlAkSdJ10y+D0A3VIzzN6EFQNJSeTvCqQFAETY8vVJWEEChZ7Pqc7X9P5tyhXe5CBFATUpBt5f0D0ChoX+CixXvPz/jwoGQLAFAgc8PI4THC0CPcFrwoi8KQIF4Xb9gtwlACRaHM79aGkBJ88e0Ng3oP9KMRdPZiQNAV0PiHkuf8D/sL7snD+sRQCS5/If0WwZA1lbsL7sn/z8n9zsUBXoBQMAhVKnZQw5AJ2vUQzR6EEA7xhUXR+XTP4guqG+Z8xJAOzYC8bq+CEA6OxkcJa/5P5FhFW9kngFAPWGJB5RNCEBd3EYDeIsRQJPGaB1V3SBAd/NUh9wMEkDHRiBe1y/8P6qCUUmdwBVAdlQ1QdR9+D9UHXIz3ID5P4NpGD4iJg1AM23/ykrzEEAvNNdppCX9PzihEAGHkAlA8x/Sb1/HAECIY13cRoPzP6Cmlq31hQ9APKWD9X9uEECdEaW9wRf8P+Nw5ldzwAdABcB4Bg198T/Xo3A9Clf3P6Et51JcdRNAylTBqKROC0DdJAaBlYMTQOvFUE60KxVA5ssLsI9O+z/uPVxy3KnwP0vIBz2bFRVAg/qWOV3WCEALQQ5KmOkLQAH76NSVzw5ABd1e0hgtEEB4f7xXrSwcQNLGEWvxaRBAC7WmecfpFkBN845TdKT7P8oa9RCN7sg/sTOFzmt8IUAYYB+durIGQAh3Z+22C/M/BK3AkNWtE0DPLAlQUwsBQDUpBd1e0vQ/2EenrnzWA0CUvDrHgKwFQKsmiLoPwABAJxQi4BDqAkB7oBUYstoXQHhF8L+V7PY/BWnGoumMEkDXUdUEUfcEQM5wAz4/TBFAorQ3+MIEIkBDHOviNtonQET67evAiThAw2SqYFRS/j8lBoGVQwsKQHcQO1PovAlAwRw9fm8TDkD68gLso9MEQBfUt8zpMhZAvrwA++iUA0Cwj05d+SwOQLNeDOVEO/w/KVyPwvWo+z+b5h2n6EgCQOBnXDgQkv8/dc3km23OFECzB1qBIavdP6D9SBEZlgtA8IrgfyvZ/j97o1aYvtfcPw4QzNHj9/o/8u8zLhzIGUBegH106ooMQNklqrcGNglAj41AvK7fBkA9fm/Tn/3yP3rHKTqSSxBAtHHEWnwKDED9wcBz72ELQJXUCWgirAZAXmOXqN6a7r/zjlN0JNcRQMGopE5A0wNAKXl1jgFZFkBljXqIRvf9PyRFZFjFuxhABCFZwARu8D+wPbMkQA0JQBNhw9MrpQpA8wLso1NXDkDnjCjtDf4LQAMmcOtuXhFAezGUE+0q8z/wp8ZLN0kdQO5aQj7oWSdA6s9+pIjMAEBqMA3DR0TzP/phhPBoIw1ASbw8nStK2j9LPKBsypUIQAQhWcAEzhBAkiIyrOItHEATYcPTK/U2QEiKyLCK1xFAQ8U4fxNKDkDeyDzyB4MMQLG/7J48DBJASino9pKGEkB0tRX7y271P0KygAncOgpAMsnIWdhT+z/qeMxAZXz/P+27Ivjfqh1A8kHPZtUHEUAIPZtVn4soQIhodAexcw5AgJpattbXH0BjKCfaVegQQExsPq4N1Q9AfA+XHHeKCkCLNzKP/EH8P/UQje4gtgtAmMCtu3kq9D8/kSdJ10zzP+/Jw0Ktafw/MsozL4fd7z+u8C4X8R32Py4EOShhpgNAcHztmSXBB0AiwyreyPwFQPN2hNOClwpAHVpkO99P8T/Jdr6fGu8IQLwFEhQ/hghAh+EjYkrkAkCJ6q2BrVITQPZ698d71RVA0jqqmiDqD0D4a7JGPcQFQInqrYGtEgRA7rH0oQvqB0BcWg2Je6wIQE2h8xq7BABAX0GasWgaFkCEns2qz1UOQCScFrzoK/s/1esWgbE+7T8npaDbSxoaQIts5/upcfc/3IDPDyOE+T95WKg1zfsDQKkT0ETYcDdAcy7FVWUfAEAVHcnlP+QHQP2H9NvXgfk/QbyuX7CbBkCMSuoENNEIQJ2FPe3w1wBAfVwbKsbZHEBZ+tAF9e0JQJBmLJrOzgVATDeJQWAlDkCloNtLGiMTQNqs+lxtBQFA8x/Sb19HEUAfEr73N2jlvyDSb18HTg1AxHx5AfYRBkCtNCkF3T4bQAouVtRgmv4/9wZfmExVDUDZ690f7/UWQIv9ZffkoQpAvFetTPjlAUD186YiFcb+P36pnzcVKfU/cF8HzhnR4j/3Hi457pT/PyVYHM786gNAoaF/govVBkBL6gQ0ERYVQAzlRLsKaRBAXfxtT5DYxD+yYyMQrwsUQDnulA7Wf/s/HLYtymzQEkBFR3L5D2n4P9ODglK08ug/4WJFDaZh8j//If32deABQBefAmA8wwZAAtTUsrV+CEA=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[16]\":{\"__ndarray__\":\"/bypSIXxAEBYHM78ag4SQCJseHqlbAtAfQVpxqIpAUBpxqLp7GQDQGmpvB3hNP4/8x/Sb1/HBEASFD/G3FUtQCxlGeJYNyNAUwWjkjqBGECU2SCTjJwMQCb8Uj9vChVA63O1FfuLB0Cu00hL5W34P11Q3zKnSwVA7Sqk/KQaCkAYCW05l4IUQEc9RKM7CA1Av2A3bFsU/j+vJeSDnq0WQEM50a5CCglAaOif4GKlG0AZkL3e/QEiQLAbti3KrABADhDM0eP3+T+si9toAG/yP7AgzVg0PRFAOPjCZKrAEEDnjCjtDf4DQBg+IqZE8htAKH6MuWuJB0BM/bypSMUNQLe0GhL3mANAfXkB9tFpCUAC1NSytb4AQBMPKJtyRQZAV3iXi/gOBUDkFB3J5X8DQD8AqU2c3AlAxawXQznR9j+HvyZr1AMQQKmHaHQHcRVAPDHrxVBO+D/t9e6P96oFQBIxJZLoZQBAq+y7IvhfEEAkQiPYuH7iP8ed0sH6fxtARFGgT+SJFEBfQZqxaFoSQKEt51Jc1QZAdJgvL8B+GkB1WUxsPu4GQKd5xyk60gBAE/JBz2bVD0CZR/5g4HkKQKpgVFInoAxAmIbhI2LKC0BcWg2Je4wVQDMWTWcnoxJAK9mxEYgXB0CXOsjrwSTjP+cdp+hIfjJASBtHrMWXIEANw0fElMgGQI7pCUs8wBBATwZHyatz8j/F/x1RoTrlP7pJDAIrxx9Axf6ye/IwB0D67evAORM0QI5AvK5fMBNArHDLR1LS7z/qW+Z0WcwEQDygbMoVHhRAvFetTPilB0DcRgN4C4QjQLFtUWaDzPM/I/PIHwx8BkAr3sg88scQQHWTGARW7hNAGeGSiJV2qz+30QDeAgn0P5eQD3o26wVAfnTqymd5EUBPkq6ZfHMCQG2tLxLaEhFAExCTcCGP4D81DB8RU2ICQPSmIhXGFvY/48eYu5ZQCkAsDfyohv3VP+KvyRr1kAVAmfViKCfaEkCqtwa2SnAOQPW+8bVnthJAOEpenWPA/T8XSFD8GPP9P+uoaoKouxBAlrIMcawLB0D+t5IdGwEGQPhwyXGnNBBAsacd/prMGEAGgZVDi7whQKyL22gA7/0/N+Dzwwhh+z+F61G4HkUTQNjw9EpZxgNA++jUlc8yCUD04O6s3fb+P67YX3ZPXgJAwZDVrZ6TCUCyS1RvDQwWQAWLw5lfjRpATpfFxOajB0Cx/WSMD7PaPx1yM9yAz/4/vvbMkgC19D9B8WPMXcv0P54kXTP5JhBAITzaOGKtEUCeCOI8nMDeP16AfXTqSg1ACoUIOISKG0DCUfLqHKMSQGEyVTAq6QVASWjLuRRXBEB2MjhKXt0EQK2GxD2WPgpAtU/HYwaKFUDiOzHrxVD2P9XPm4pUGAtAu9Vz0vvmEUCLGkzD8DEcQJKRs7Cn3QNAXqJ6a2CLEEAgRgiPNo76P6FKzR5oBRBAn3HhQEh2GUBPlIRE2sbLv2uad5yiYzVAQBNhw9MrCkDM0eP3Nr0HQA4yychZ2AVA/ACkNnFyDUDBi76CNIMQQEUqjC0EGRhAJ6CJsOFpCkBdM/lmm1sEQF1txf6yewRAxFp8CoBxCUArajANw8cKQHNLqyFxrxJAzO7Jw0ItAEBjC0EOShgUQGb35GGhVilAFhiyutVTEkCsi9toAK8OQFGgT+RJkglAMPXzpiLVDkBhjh6/t4kQQFt8CoDxDAhAOGdEaW9wEUAKhQg4hGoQQK1p3nGKrhhAp+hILv/hCUBzaJHtfP8IQDLmriXkQy1A7Sqk/KS6EkBybagY5+8JQMISDyib8g9AWB050hkY2z/5SbVPx0MSQAJlU67wDhhASphp+1eWC0DLuRRXlb0HQMyXF2Af3RlAz72HS467AEClLEMc62L1PzitynSeZ6K/A0NWt3qOC0BOf/YjRWQRQF7XL9gNW/4/a5+OxwxUBECamZmZmRkMQMwolltaTQNA6iEa3UGsDkAPRYE+kYcQQN6OcFrwYg1APfIHA899DkBEi2zn+2kZQBO4dTdPFRlAjC0EOSghB0B/wW7YtugIQAFqatla3xJAy/Pg7qxdA0Ac6+I2GsACQAXdXtIYrQdATfOOU3SkAcAtJjYf1wb0P9/DJced0ghAOxvyzwziz7+iemtgqwQSQGX8+4wLZxFA/+xHisjQE0B3FVJ+Uq0FQAUXK2owPSBAXmiu00iLGEBvDWyVYPH2P6SIDKt44wdAGH0FacYiCED430p2bIQFQJwWvOgrCAFA3EYDeAuEHkAzFk1nJ4MOQIKo+wCkNgRAzczMzMysHkCmft5UpAITQI/HDFTGv/0/zxQ6r7FLEkAiGt1B7MwIQKipZWt9EQFAn3b4a7JGAkCtbvWc9H4PQHx+GCE8WgxAL2mM1lGVAUAc0xOWeEAAQEKVmj3Qyg1AAg6hSs0e+T9cOBCSBcz3P4+mejL/6Os/aTUk7rFUFEBvgQTFj7EDQAVR9wFIDRdAeXWOAdlrA0A7U+i8xg4QQJv+7EeKyAtAcLGiBtMwDEAjhEcbR+wKQCV6GcVyCxlA/isrTUrhE0CfdvhrskYGQDBHj9/b9A1AvalIhbFFCUBfJLTlXEoQQGO0jqomiAhAnBa86CuICkDDtkWZDbICQH/7OnDOiAdAAU2EDU8PEUDgufdwyTEAQGLboswGGf8/JlXbTfBN3D+KWS+GciL/P2B2Tx4WagVANbVsrS9yEEBUjPM3obATQJmesMQDyg1AkdWtnpN+EEBBfcucLov6P/0wQni0UR5ACty6m6f6EUBhjh6/t+kGQNwpHaz/8wZACMkCJnBr+j9q9kArMOT7P4kHlE25Qv4/vRjKiXYVBUBi83FtqJgWQDSitDf4Yi1AoP1IERl2FEB1PGagMn4JQGZmZmZmZv4/o8wGmWSkBEBw626e6lAEQPUtc7ospgZAm1YKgVzi1j9N845TdKQPQAN4CyQofhlAkSxgArduBUDeq1Ym/BIDQFSp2QOtgARA8Uv9vKnoE0BPO/w1WUMTQF6dY0D2+gJAAU2EDU9vAkDFckurIbEHQOChKNAnsgpAlIeFWtOcFEDzAuyjU9cLQDarPldb0SpAqiuf5XmwB0DUghd9BSkUQDl/EwoRMA5AN4lBYOXwJECPU3Qkl/8LQPkx5q4ldDBAHlA25QpvBkCvd3+8Vy0DQE65wrtcxAZAdEF9y5yOFEC8IvjfSjYEQBIz+zxG+eu/uDtrt12oCkBH5pE/GHgfQAmKH2PuWiZAiY3Dqoslqr8tlbcjnBYBQBNm2v6VlQJAJvxSP2/qEkDT9q+sNKn0P4o8Sbpm8gJAxJRIopexIkCiemtgq4QTQEz9vKlIRQFAq7LviuC/DUDQRNjw9AoNQME5I0p7gyRAqkNuhhuwAECG5jqNtBQLQCBe1y/YzRNAVvFG5pF/F0CscwzIXu/6P8DsnjwsFAZAUWaDTDIyDEB1PGagMn7/P5J55A8GHhBAT+lg/Z8DD0BN845TdKQGQMpskElGLhVA/1vJjo2ADUB8YTJVMKr3P5usUQ/RSBBAPKBsyhXeFkBpb/CFyZQ5QGiz6nO1FRBAIeUn1T7dDkBT6LzGLjERQAa7YduijApA1PGYgco4BUDnHafoSI4RQJSHhVrTfBhAaMu5FFcV/z/BVgkWh3MMQNwuNNdpFCBAL26jAbxlFUDy0k1iEBguQBvYKsHisAtA6s9+pIiMBUBGfCdmvTgWQPpEniRdUxRAiGNd3EaDGEDf+NozSwITQJXUCWgiXDFAp3nHKTqSD0CqZWt9kZALQPvo1JXPkhNAJ2a9GMqJ/T9kXdxGAzgFQH506spnuSBAGhcOhGShGkBKtU/HY0YDQCBGCI82Dg9A4V0u4jtxDUCA1CZO7ncHQMk88gcDTwtAzAuwj04dD0BkWMUbmYcXQDo7GRwlLwlAHhuBeF0/BkAlkuhlFMv0P1HaG3xhchdAt5c0Ruso+j/zID1FDhHhP8y0/SsrTRNARRK9jGJZH0COrz2zJAAAQObo8Xub3iFAveMUHcll9D9QU8vW+sIUQK9fsBu2TRBAuVM6WP9n/T+EKjV7oJUNQHmSdM3kmwFA8x/Sb1+HCUBJgJpatlYFQCf3OxQFOgdA1sVtNIC3+D87x4Ds9e7xP21Wfa62Yvw/rBxaZDufCEBdiqvKvmsCQFluaTUkrhBA/mX35GEhCkC6LCY2H7cQQJBpbRrb6+w/e2ZJgJraE0ARNjy9UpYWQO7rwDkjygJAw7ZFmQ1yEEBYVpqUgm4KQLth26LM5hVA76zddqE5FEDRdHYyOEoMQEsfuqC+BRRA0XR2MjhKDUDFG5lH/uAKQKKXUSy39BVAl8rbEU4LBUCcFrzoK6gcQNr+lZUmpQpAoblOIy11IUBenWNA9roFQPiNrz2zJBJAvR3htOAFAkAHmWTkLIwRQJV9VwT/GwFAqOMxA5WREkBLAtTUsvUDQO6UDtb/uQpAqMZLN4khEEDOqPkq+VjhPz7QCgxZ3f8/m8k329zYEkBIFjCBW7cFQJ8fRgiPFhZAokW28/00KEBqh78ma7QeQH8w8Nx7OAZATP28qUiF+T+ztb5IaMsAQK67eapDDhNA9u6P96rVB0CM8zehEOEUQDnRrkLKbxBAnkFD/wQXC0C4AZ8fRsgBQExUbw1s1RVA1H0AUpu4D0BzLsVVZd8EQB+6oL5lzg9AFTqvsUsUBECr7Lsi+N8gQG1zY3rCUglARnwnZr1YCUD4pX7eVCQAQG3/ykqT8hNAc2N6whIP+z/OUx1yM5wVQIeiQJ/IE/w/aJHtfD9VEUDuX1lpUsoLQPwYc9cSUhJAE2HD0yulBECLVBhbCHL0P/HXZI16iB1AoDL+fcZFGkCdaFch5SfrP3wnZr0YigxARKLQsu4ftT9VGFsIcnAUQEinrnyWZwBAvMtFfCemC0CLMhtkkpEFQHtJY7SO6gtA6znpfePrCUCVfVcE/xsPQArcupunugJAorQ3+MKUMECC4seYu5bRPxB6Nqs+FwpA4q/JGvUQB0Az3IDPDyMaQNPB+j+H+QJAoWez6nM1B0BNvtnmxhQRQPZdEfxvhRJA98ySADV1CkDLZ3ke3L0YQGr2QCsw5BNAu+1Cc53GC0DV7IFWYMgIQEhQ/BhzVw1AL26jAbzFCEC14EVfQRrqP9GRXP5DehNAZ7gBnx9GDUBgWWlSCroJQP5IERlWMQ1AdZMYBFaO8T/wxKwXQ/kNQJq2f2Wlyek/orQ3+MLkAECNXaJ6a2AHQAQEc/T4PQtAn+V5cHeWCkDa5sb0hOUPQKQzMPKyJtO/i1QYWwiyBkBT6LzGLlEFQOauJeSD7iFAoS3nUlxVD0CLbOf7qVESQM0GmWTkDBJAPq4NFeM8EUDHndLB+o8gQAZM4NbdvAdA7bYLzXWa6D9wsaIG03AMQAe2SrA4vBBAcjPcgM+PCEDRdHYyOGobQMcpOpLL/xJAguLHmLt2FEAkmkARi5jtP3SYLy/AfgdAs++K4H/rAkDgvg6cM2ImQKgAGM+g4RFAKA8LtaaZMkDQYb68AHvwP0cgXtcvGBFAL26jAbwFC0AW+8vuySMRQBnFckurQRxA58b0hCVeBUAtsp3vp5YyQP4mFCLgEANAFCLgEKoUD0C9OseA7LUBQDsZHCWvzg1ALxfxnZh1AkDvA5DaxIkXQPH0SlmGeARAyAxUxr/PDEBgWWlSCjoOQHYaaam8HQtAd9Zuu9AcDkAg71UrEz4HQKJ/gosVNfs/y/j3GReOBECEDU+vlIUoQD6WPnRB/Q9AxOv6Bbth9z//PuPCgbASQCQLmMCtewdAH5268lmeCUD9ag4QzBEUQG/whclUQR5AwD46deVzBEBMiSR6GeUVQAltOZfiKghAWFaalIIuCkAJUFPL1vrwP78rgv+thBBAz/dT46Ub+D+muKrsu4IcQCHNWDSd3QpAJVgczvxqFkAk1uJTAIwQQP2C3bBtUQ5AMdP2r6x0A0D4pX7eVOQRQFlpUgq6fQZAJsed0sF6DkARNjy9UtYHQEZCW86luAZAAfbRqSvfBEB6pSxDHMsTQEvl7QinJRJAHebLC7DPEUA9CtejcD0lQNl3RfC/1QdADY6SV+eYGEDbiv1l92QPQPSJPEm6pgJACrq9pDEaCUD9vRQeNDvuP+GX+nlTEQVAVHQkl/+Q/j8xCKwcWuQEQIzWUdUEkQpAArwFEhQfEEDHSzeJQQAbQAhagSGrmwZA8FAU6BN5+z8czvxqDjAQQO6x9KELKhxAO8eA7PVuFkAsZRniWPcSQIY97fDX5P4/KjqSy3/oFUCrCaLuAxAEQCmWW1oNqRdAlN43vvbMC0BQcLGiBoMgQNxoAG+BhPg/F7fRAN7CBUBD/wQXK2oAQNsWZTbIJARAQNmUK7zrEECpTZzc7/AiQOFiRQ2moQFAr7FLVG9tEUArGJXUCegOQEXwv5XsWP4/jNtoAG+BBUBmvRjKifYPQDI4Sl6d4wJAj1N0JJefFUC2+BQA45n/PwMJih9jbgRAA7LXuz8eGUCbWrbWF4kIQJayDHGsywBAdQKaCBteGUD4qpUJv7QRQJM6AU2ETQhAttYXCW1ZFkAhdqbQeY0gQI82jliLTwRA4gFlU67wDEBcVfZdEfwPQBQF+kSeBBFA1A5/TdboAkB4CyQofgwGQB6KAn0ijxBAbTmX4qpyCUB/MPDcezgbQDF8REyJ5AhAXFoNiXusC0AiGt1B7EwVQCnLEMe6eAJAJLn8h/R7E0DXFwltOZf+P8hFtYgopuw/sKw0KQVdFkBpxqLp7CQXQHFyv0NRgBJA+Um1T8cjAkAicY+lD10MQN6OcFrwogVA4GdcOBCSA0DcEU4LXrQJQG/whclUwfo/zlMdcjOcHUCU+rK0U3PoP2LWi6GcKARAMbH5uDbUCUANw0fElIgGQKgeaXBbW+o/ppvEILByFUDwp8ZLN4kSQPQau0T11hNAaeOItfgUE0A4vvbMkgAFQGuad5yi0zFARQ2mYfjIBEAN4C2QoLgKQHxETIkkev0/beLkfoci/T9cVfZdEbwJQKUsQxzrYvw/3gIJih/jBkBN+KV+3pQEQC7iOzHrxdw/+5Y5XRYTGUB/wW7YtuggQHL5D+m37wZAeLRxxFr8+z9uowG8BXIcQAfr/xzmCwZAzhDY5hCCn78Ct+7mqc4FQFlMbD6ujR9Aj6omiLpPAUCp+wCkNrEJQA/R6A5iZwpA6WD9n8P8C0DPZtXnagssQPyMCwdCMvA/7MA5I0q7D0CTUtDtJS0VQKn7AKQ2cRBA4V0u4jsxB0CY3ZOHhdr4PymuKvuuSANABMqmXOFd8z/Q1VbsL3sWQIrlllZD4g1AJ6Wg20vaBEAC8iVUcHjnvx75g4Hn3hFAM/59xoWD+T8MWd3qOYkTQMr9DkWBXhFAF0hQ/BgTKUBTliGOdXH3PwPso1NXvglArOC3IcZr6j/vj/eqlQkGQDcawFsgwQZAou4DkNoEEECFJR5QNqUAQOwS1VsDWwJAgA7z5QXYFUCasWg6O5n4PzeJQWDlUPU/ONvcmJ6wF0CuEiwOZ34BQMb5m1CIQAlAA5mdRe9U0b9i83FtqJj/Pz0QWaSJd98/AtaqXRPS7T9sW5TZIFMIQC+ob5nT5fQ/5/up8dJtFUALJCh+jFkoQMai6exkMAxAozuInSnUEEBT6LzGLvEQQDmc+dUcIAhAnBa86CuoGEA9LNSa5p0hQLjpz36kaBpA3gIJih+zM0Bjf9k9efgSQOMZNPRP8BlAH0sfuqC+DEDCNAwfEVMMQIUIOIQqdRpANC4cCMmC9T8MlX8tr9zgP8Cy0qQUFBBATHFV2XcFFEBt/8pKk9IMQGaIY13cBgtAEfxvJTt2FUCbrFEP0Wj7P/gZFw6EZApA7zhFR3L58z+BJsKGpzcaQHe+nxovXQZAW7G/7J48JkAMk6mCUWkRQI3uIHamkABAnRGlvcG3GECGONbFbTQMQKX3ja89cwNAQgkzbf/KC0DB/1ayY6P1PxBYObTItgZA3GPpQxd0FkCLbOf7qTEMQMhe7/54bxVAv2A3bFu0FkDBbti2KDMEQGoTJ/c7NBNAWg2JeyydEUABpDZxcj/3P8PwETElshVAXwfOGVEaFUA3GsBbIIEkQG40gLdAoh1AP6n26XhsEEBU46WbxOARQP3BwHPv4fc/mFEst7T6GkAoLPGAsskQQNuizAaZBBZAodY07zhF7z95Bg39E5wJQJhp+1dWWhZADeAtkKDoNkDnUlxV9t37PzbNO07REQNAbmk1JO6xC0DttgvNddoNQGx4eqUswwBAWd3qOen9BEClTkATYUMXQJoIG55eqRBAwcqhRbarUUCx4emVskwiQApoImx4OgZAkElGzsKeDECJ78SsF4MKQIQqNXugFRNAXwfOGVH6GEBkdavnpFcbQOKvyRr1UBNAZ+22C821BEA3/dmPFJH7P6VJKej28hJAInGPpQ/d8D8iVKnZAy0IQDemJyzxQAhA8YCyKVdYEECeXb71Yb3tP3R7SWO0Dv8/9KYiFcbWDEBpjNZR1WQQQBnKiXYVchFAxoUDIVmAA0DvG197ZokZQHOFd7mIb/E/fa62Yn9ZMkCUpGsm32wSQBSzXgzlRP8/tvgUAOOZBECNYrml1dACQFGIgEOoEhRABi/6CtLMBUBmg0wycpb9PxxClZo90Po/jXqIRncwFEAHzhlR2hsEQB+i0R3EbhpAhQX3Ax6Y7z8f9GxWfU4kQKJ/gosVdSJATnrf+NpzCUAOhGQBE5gUQHwsfeiCuhBAMUJ4tHFE+z9iEFg5tEj/Pz0P7s7a7RBAc6JdhZSf9z8M5US7CkkiQJT7HYoCPQNAdy0hH/QsCkCEgefew0USQCOERxtHTBtAvvbMkgD1A0C1/SsrTUr7P6Et51Jc1QlAU7MHWoHBE0BXJvxSP08UQGZmZmZmFjVAuTZUjPPXEUC7uI0G8NY2QOFiRQ2moQtAUwWjkjphGUCnP/uRIjINQPzepj/7cRlA24r9ZfekCkB07+GS487/P/CFyVTBaAJA5q4l5IOeAUAqkUQvo1gAQAkWhzO/mhdAHlA25QrvFUDpt68D5wwLQCdr1EM0mhBAyy2thsQ9D0BpUgq6vaQIQD8djxmoTAlAXkvIBz1bBUDi5H6HomAXQBfZzvdTowxAgnNGlPYGB0AyrOKNzKMNQCXpmsk32wFAayv2l93zEEBGfCdmvZgHQAexM4XOa/4/Ke0NvjD5KEAi4BCq1GwBQHsUrkfh+i1AYRqGj4hpDUCvRKD6BxHpP/GdmPViaAxAAU2EDU8vKkB4nKIjuYRPQECH+fIC7P8/5X6HokB/GkDjUwCMZ9ALQObLC7CPDgZAshGI1/UL9z8k1uJTAHwiQGiu00hLZfs/q8/VVuzvLUDswDkjSjsQQKAVGLK6FRNAYJM16iFaAUDFA8qmXOH0Py7nUlxV9vo/Qni0ccSaCUCU+x2KAp0QQLbWFwlteQ9AJLn8h/RbD0CAfXTqymf9P0wao3VUdRBAXkvIBz1bA0DW5v9VRw7oP9cS8kHP5gtAqFfKMsSxCEBHVRNE3Yf7P9PZyeAoeQNAJ2a9GMqJ/z+fq63YXxYTQBzr4jYaYCZAisqGNZVF7T+XytsRTksMQKJinL8JhQVAvalIhbEFE0AUP8bctUQZQPAzLhwIyQpApn7eVKQCDEB+NQcI5qgOQIasbvWcNAhArRdDOdEuBkAhPNo4Yq33P/vo1JXPkhFACcTr+gX7A0DaOGItPgUBQKPMBplkBBJA+HDJcae0FUDJq3MMyD4YQHe+nxov3QlASDMWTWdnBEDZQpCDEsYQQBjshm2LMhtAHebLC7DPEkCUpGsm3+wLQOhqK/aXXQ5ACTNt/8qKFEC/mgMEc7QSQJ/Nqs/VVjBA1/hM9s9T5D+InSl0XuMKQFDHYwYqAxJAf/s6cM6I+z/t0/GYgQoNQHugFRiyeg1AkGYsms6OBEBuowG8BSI8QN6wbVFmA/A/1v85zJc3F0AYeO49XPIIQIEmwoand0RAIxXGFoJcCECnIhXGFuIfQIdQpWYPtAdAr3yW58ENI0DY0w5/TZYWQMI0DB8RUwBAzTtO0ZEcJUCemWA41zDiPwnE6/oFOwdAvjCZKhg1EkCCrRIsDucLQJG4x9KHviJAXkvIBz2b8T/MKJZbWs0DQN3vUBToE/0/6Gor9pf9GEC45LhTOlgBQP/nMF9eYBFAu9OdJ56z6T81XrpJDBI4QH+kiAyr+AlA1nPS+8aXAkAOvjCZKtgHQAAAAAAAwAVAqyFxj6UPCkAVAOMZNBQWQIfhI2JKpPg/6rDCLR9J2r8v3SQGgXUQQBgJbTmXYgFAaVIKur2k+j9XXYdqSrLZP6RTVz7L4yJABcWPMXet+T/KVMGopBZCQNQrZRni+BdA/Yf029cB8z9J10y+2WYOQJUrvMtFPAlAICkiwyoeDUBqpKXydoT8P8WPMXctIQZAxEKtad5x/j8LQQ5KmCkeQEvNHmgFBg9AFjWYhuEjC0B6/N6mP/v5PxeCHJQw0wFACoUIOITqC0CU2SCTjJwYQGwm32xzoxVAkbjH0odOGEA8TtGRXL4NQOJ1/YLd8A1AN45Yi09BE0D/eK9amTAYQCUGgZVDywJAmG4Sg8CKHkAz4Zf6eVMEQKhSswdaQQNAibX4FACjBkCCc0aU9uYpQCbkg57NKglAtRX7y+6pE0AhH/RsVi0wQEXY8PRK2QZASNxj6UMXCkBC6nb2lYfvP+tunuqQ2wJAKhxBKsWO0j/ufD81XhodQAhyUMJMuxNAb/CFyVQhEECfzarP1XYSQMGQ1a2eUwFAFZFhFW9kCEAy5q4l5MMKQBiV1AloAhBATDeJQWDFKUBOucK7XMTzP/EpAMYzKABAfcucLovJCED8Uj9vKlIDQPpeQ3BcxuY/yeU/pN8+E0CCkCxgAvcWQMHKoUW2kydAC+4HPDAA5L/cgM8PI6QYQBzO/GoOUAhAqpog6j5gE0BF8L+V7JgMQFsIclDCzApAJgFqatlaDkC5iO/ErFcNQMsQx7q4TQdA9gt2w7bFFEDswDkjSpsTQNXPm4pU2AJAa32R0JazAUC9qUiFsYX9PwhagSGrOxVAhGQBE7i1E0DlCu9yEX8QQBr6J7hYcRFADaZh+Ii4EkDEQq1p3vEBQDojSnuDzxNAKdAn8iSpDkBZF7fRAN7xP6UQyCWOPN8/kN0FSgqs4z8hdqbQea0SQAeZZOQs7BVA/ACkNnFyDkCsqME0DB8PQAclzLT9KwxActwpHaz/G0B+Uu3T8ZgAQNl8XBsqxgVAzAuwj05dDEBtqBjnb0L9P0esxacAGApArrt5qkNuCUANpmH4iDgVQNXnaiv2FyVApKoJou5DCEDHSzeJQSABQKBsyhXeZfY/TwZHyatz/j+Iug9AapP9P2uCqPsAJPs/veMUHcnlDUAcX3tmSQADQESGVbyRuRhAArfu5qmO8z/lYaHWNI8lQChjfJi9bO8/fbPNjemJCECHbYsyGyQJQESjO4idqQxAJnDrbp7KFkDjGTT0TzAHQNZz0vvG1xdAoKaWrfVlEUARcAhVavb2P+T3Nv3Zzw1A2PD0SllmEEAfotEdxE79P04LXvQVJAhAmxvTE5b48j+oV8oyxPEJQJ2AJsKGBxRACI82jliL8j/9pNqn47ESQHZxGw3g7RNA/89hvryAFEAkRWRYxfsXQA0a+ie42Pc/zojS3uCLKEA/j1GeeTnIv9jw9EpZBgNAlX1XBP+bDkDzVIfcDLcPQAzIXu/+uAZA6Nms+lztDEDso1NXPssDQJpC5zV2CQdASino9pImGkADPj+MEF4JQNGRXP5D2iNAb4EExY8x8j+F61G4HgUIQDLJyFnYkwFARz1EoztoEEBbXyS05VzwP5tyhXe5iP4/pRR0e0nj/z/FG5lH/uD7P9nO91PjJQRAfLjkuFM6+j+jHqLRHYQCQEJg5dAiGxlA76zddqH5AkCRfvs6cM4GQOZXc4BgLhVASphp+1e2EUCNKO0NvnAlQCPb+X5q/AtACvSJPEnaEkAAqU2c3I8iQAeZZOQsbARAF5rrNNJS9D+z6nO1FbsHQAIR4srZO8U/2qz6XG1FF0COBvAWSNALQKzKviuCf/Y/7UeKyLDqEkCdgCbChqcHQFJEhlW8kQJA2SJpN/oY4j8yychZ2FMMQOXyH9Jvnw9ADat4I/NI+j+qtwa2SpAVQBaHM7+aIxhA8rBQa5p3A0DEWnwKgLEIQOjewyXHnfg/SkbOwp42E0Axsfm4NlQEQDI9YYkHlAdA/z7jwoHQAkCitDf4wjQiQF2HakqyDt4/BYvDmV/N/D/8byU7NgL7P+xMofMa+wdAjgHZ690fDkD20akrnyUHQE/pYP2fgw9ACrq9pDGaBEC5quy7IvgWQD9vKlJh7Ps/qfsApDYREECRfvs6cM73P2dhTzv8dQdAQxzr4jbaDECJB5RNuUL3P0esxacAGABAMuauJeRDFkATuHU3TxUSQLJoOjsZnAdAmQ0yychZAkBQjZduEmMRQH1cGyrG+f0/m1Wfq63Y+T8Kur2kMdoLQMeA7PXuj/w/443MI3/wD0DFPZY+dEEIQJ1oVyHl5whAzCiWW1pNCEAlzLT9K6sCQLNBJhk5C/w/bHh6pSzjEUACmggbnv4UQMpUwaikzhtA9KYiFca2I0CjGpvC70uyvx9oBYasziBAI2dhTzv8CkArE36pn9cTQOBKdmwEogtAyjLEsS5uCEASTgte9JUIQCpSYWwhSAlAbhea6zSSBEDsUbgehesMQLUaEvdYeglA0JuKVBjbEEDT3uALk8kdQCzUmuYdJwdAXHLcKR0s/L+Fd7mI70QMQFaCxeHMbw1AbsDnhxECD0CeB3dn7Tb0P2vUQzS6Aw5AsBu2Lcps/z+jBtMwfEQTQJCg+DHm7gNATnrf+NqzDkAdlDDT9i8AQNCzWfW5GgVAVMVU+gln7T8Tm49rQ0UGQHkGDf0TnBBAsi5uowFcMUDQ0D/BxRoiQBk5C3vaAR5AtMh2vp+aFUBcyY6NQDz+P1PQ7SWNEQVAXwfOGVE6H0Ao1T4dj5n3P0jElEiiFwlAXhH8byU7/j85ud+hKJAMQE3zjlN05ApALgQ5KGHmAkC5quy7IrgPQBJr8SkAhglAw7tcxHdi+D/C3Vm77QIIQP28qUiFcQxAz72HS457AkDf4AuTqUIqQLVPx2MGyhFA/wQXK2rwAUC7Q4oBEk3gP3DOiNLeQChAATCeQUO/BUCrJoi6D8D+PwNgPIOG/vM/9Pi9TX+2HkBiEFg5tEj6PzUHCObocRBA9Pi9TX929j+tTPilfh4DQPzepj/7kf4/FYxK6gS0AUD9h/Tb18ELQJet9UVC2wJAaam8HeFUEED1hCUeUDYOQF5jl6jemv8/EoPAyqHFL0D6RJ4kXTMfQPCFyVTBqAhAjgbwFkiQBUDQRNjw9KoWQOjZrPpc7R5AjdE6qpqgEECN7iB2ppAIQAfwFkhQXBJAH4DUJk4uA0AYQznRrkIJQOHRxhFrMQFA51JcVfZ9FEA486s5QLAEQFlRg2kY3h1AOdbFbTRADEBcWaKzzCLWPxJOC170VQJACks8oGzKCUBO0ZFc/kMUQEErMGR1K/I/NsgkI2fBEkAhsHJokQ0vQMDnhxHCYwJA/5WVJqUg+z+OdXEbDWD9P8PYQpCDEgJAsP7PYb78CUDVJk7ud+gYQGr7V1aalAJAC+9yEd9JAkCoNc07TpEaQPfHe9XKBAVAlN43vvZM/z/pQxfUtwwZQImYEkn0Mg9AhslUwahEFEAuc7osJrb/PwAd5ssLMBFAgCvZsREICECdS3FV2bcEQIm1+BQA4+0/VpqUgm6v+D/owd1Zu+39P2uad5yio/I/78nDQq3JJEB24JwRpb0NQF3hXS7i+w9ANs07TtERA0BMpgpGJfUzQNb/OcyXFxFA/+cwX15AD0CfPCzUmmb7P/7UeOkmMQ1Ak4ychT3tC0AyPWGJB5QCQI8ZqIx/Hw9AsAPnjCiNJkBagSGrW30NQBqLprOTQQBASfQyiuXWBUDJq3MMyN4JQG7A54cRQvs/Iv32deCcAEBhMlUwKqn7P6WD9X8OcwNAh/4JLlYUBEAH6/8c5ssAQGsr9pfd0w9AqU2c3O9QCkCLcf4mFCL7P1UuVP61vOW/+FPjpZtEBkCQFJFhFe8GQCHIQQkz7fc/wjQMHxETDUBb07zjFL0aQN9sc2N6ggRAzF1LyAedKEB6xyk6kmsSQMl2vp8a7w9AKSLDKt7IDkCH/gkuVpQVQED7kSIyDBNA71UrE34pEkA/48KBkCz8P70d4bTgRQpAGRwlr84xDUD7ljldFnMRQE3bv7LSJPc/rVEP0ehODkCunpPeNz4LQNF0djI4Sg9AWvW52or9+j+nkZbK25EVQE91yM1wAw5A1lbsL7sn+T/zjlN0JNcSQO3w12SNevU/SNxj6UPXA0Cv6xfshq0MQBTQRNjw9AxAGcqJdhVS+T+vCP63kv0cQBK9jGK5hRBA3gIJih8jB0A6kst/SD8vQJ/leXB3lgFA3BFOC160GkB7FK5H4foMQIpZL4ZywhBAcLa5MT3hCUDbv7LSpFQTQATKplzhXRBAAJF++zrwIUBXJvxSPy8EQFdgyOpWTxNAliGOdXE7EUCRuMfSh24FQO7rwDkjShZAVACMZ9BQC0CQiCmRRG8AQHzysFBrGhFA3NeBc0bUAUBB1H0AUpv0P2d+NQcIpgpAVfZdEfxvBEA9J71vfC0SQKTk1TkGpAxA2qz6XG3FFEBTeTvCaaEZQB+duvJZ/hBAclDCTNu/FkAFwHgGDV0WQMSxLm6jQQpAuB6F61GYKUDMtP0rK+0UQIC3QILiR/k/TGw+rg21EUDnOo20VN4IQH/Bbti2KABAHhZqTfOOEUDzH9JvX+cqQLd/ZaVJaQ1A1cqEX+onAkDcgM8PI4QGQOPfZ1w4EAxAP8bctYRcJEAxthDkoEQJQHxETIkk2hNAxlBOtKtQH0DUfQBSmzgKQHtrYKsECxZAtNjch3JYkD+Nf59x4UAJQMNHxJRIQhNAAMYzaOifCUAgY+5aQl4SQEQX1LfMafM/43DmV3MAAECGcMyyJ4HlP/dY+tAFtQNApWYPtAJDCkBjRQ2mYfgPQI3ROqqa4AFAuqC+ZU5XA0AQI4RHGwcPQD1hiQeUjQlA30+Nl27SC0B/TdaohygVQGUZ4lgXL0BAOdbFbTRgKEBOtKuQ8hMLQMCV7NgIRAdAILWJk/vdEkDXo3A9CidUQMDnhxHCowhAUiegibABGUBHA3gLJKgDQO7O2m0XmgVAejarPlc7E0A9J71vfC0JQIQqNXugFQhAXwzlRLvKBkCz74rgf6v5P3ldv2A3jBhAjh6/t+nPA0ACvAUSFD8dQOXsndFWJe0/Jqq3BraqFEC/Q1GgTyQaQGIQWDm0CBBA7dPxmIGKFEDf+NozS+IQQAqi7gOQ2gpArMWnABgPAEDVeOkmMWgRQFluaTUkbgtAH/RsVn0u+T+AZaVJKcgQQILn3sMlxyBAPIOG/gluCkD3deCcEeUDQBNE3Qcg9QFAKH6MuWuJA0D0piIVxvYhQLTlXIqrCgxA2evdH+8VDEBT0O0ljVECQPpEniRdM/Q/y9b6IqEt/z+Z8Ev9vEkZQNIA3gIJyglAmC8vwD76E0C+nxov3aQBQNvcmJ6whARAOL72zJKAAEAz3IDPD4MdQGaIY13cpiRAqwmi7gPQA0C3C811GokQQPtcbcX+EjVAdeWzPA9uB0C/DpwzolQvQDojSnuDjyRA845TdCRXJEALRiV1AjoqQEErMGR1qwRAPE7RkVx+DEBIFjCBW3cSQDpY/+cwnxFAQE0tW+tLCUC8P96rVqb7P00VjErqBPw/dAexM4UOEUDcLjTXaWQAQG3F/rJ78gVAvVKWIY5VKkDeq1Ym/JIHQLN78rBQa/A/mz3QCgyZAUCLbOf7qXEFQIz4Tsx68QdAj6UPXVDfDEB2ieqtgS0JQCi4WFGDqRRAQ8U4fxPKCUCG5jqNtFQQQLA4nPnVHPY/0PI8uDtrD0DnxvSEJV4VQHLhQEgWcBtAVkj5SbUPBUANjpJX5zggQF70FaQZiwBAnfS+8bVnFEC1MuGX+nkGQOZ5cHfWLgxABcB4Bg09CEAc6+I2GkAMQG8NbJVg8RdA4NbdPNWhCUAP7s7abdcKQLcLzXUaiRNA5/up8dLBYkBPzHoxlLMRQIC3QILityBAIO9VKxNeG0CUvDrHgOwVQOtunuqQmw5AUaVmD7QC/z9LPKBsynUjQH506spneQdAMXxETInkB0CyYyMQr0sjQHuIRncQuxNA4UBIFjABE0CmD11Q37L3P1KbOLnfYQVA04cuqG+ZG0CHbYsyG+QBQJyKVBhbyAJAhV/q503F/j/CEg8omzIDQFr1udqKHRBAXi7iOzFrB0AYeO49XNIRQIiFWtO84/k/vMtFfCcGFkCASL99HfgkQOw00lJ5OwNAbAa4IFuWv7+iemtgq8QbQHzVyoRfihRAKe0NvjBZBkCy9KEL6hsIQOiC+pY53QdAKe0NvjC5NkAWhzO/moMCQM+goX+Ci/Y/sD2zJECNA0CU+x2KAj0TQJxtbkxP2A9ATfOOU3RkDEARUyKJXsYKQFlRg2kY/gRA0uP3Nv1ZFEDxY8xdS2gQQIT1fw7z5QRAn8iTpGtmD0A7AU2EDY8DQOZXc4BgThpAYYkHlE0ZEUB/bf30nzXcPz7QCgxZXf0/BCFZwAQOGEAlr84xIHsHQKWg20sa4w1AHHxhMlUQEEDqlbIMcWwCQMHKoUW2sw9A0EcZcQHo7z+N0TqqmlAhQJLLf0i/fRVAFYxK6gS0AkD2RUJbzuUJQB4bgXhdP/s/+64I/reyGEA/V1uxvywBQCE82jhizRhA9DehEAFnFUCJDKt4I7MDQLPuHwvRIdg/44i1+BQADkCIaHQHsfMRQF2nkZbKexBAw/ARMSXSEUCBCdy6m0cUQC8X8Z2YNQ5AB/AWSFA8B0CHM7+aA3QgQBqLprOT4RlAgVt381QHD0BBt5c0RqsWQI+NQLyunwFA88gfDDz3CUAibHh6pewLQJHtfD813v8/lQ7W/znMFEA0gLdAgkIVQGvxKQDGMxFAgsr49xkXIUCx+bg2VEwAQDv8NVmjnhhA2ht8YTLVKkBGJXUCmugkQN5xio7kUihAjh6/t+kPAUAJOIQqNXv9P59ZEqCmVgNAZapgVFJnCUC3Yn/ZPXkGQFcE/1vJDvk/nuqQm+GG/T9lARO4dVcRQAqi7gOQWg9A8wLso1N3FEAfgNQmTm7+P3cQO1PoPApAXp1jQPaaEUC6LCY2H1f4P6A3FakwNhRAieqtga2yEkDNyYtMwC/nP+Hra11qhM4/HhZqTfMOCkCN7iB2ptAGQJOpglFJrSBAOe6UDta/HECUMNP2r2wJQMgkI2dhTwlAuK8D54yoDUBrfZHQlrMEQBu7RPXWgAVAKe0NvjBZBEAzxLEubmMPQO8gdqbQOQtAbFuU2SATCEA8TtGRXP71P1jiAWVTrgpAqMZLN4mhFEAhAg6hSs0HQDKs4o3MAxJApFNXPstzC0DmV3OAYE4OQOlILv8hvQ5A5lyKq8o+DEBmZmZmZmb0P+tx32qduMI/Imx4eqXsA0BjC0EOSlgUQIXukjgrouA/b2Qe+YMBEEAk1uJTAOwYQPzG155ZUgpA+IiYEkk0F0AteNFXkGb2PxObj2tDxQhAXwfOGVF6GEAYITzaOKIMQMFWCRaHExBA6znpfeOrBEAo1T4dj5kSQAfTMHxEjAxAJGJKJNGLDEBGzsKedvgFQLpOIy2VdwtAkE5d+SwPBUAgKSLDKl4DQLvtQnOdxgdAEd+JWS+GAUDKFd7lIn4EQNL7xteeWQdAFAX6RJ6kBkDTpBR0e8kTQLL0oQvqWwpAdxVSflLtB0ATfqmfN5X2P6smiLoPAAtACYofY+7a8z96/N6mPxsbQKHzGrtE9QlAYvNxbaiYBUB3+GuyRj0EQPwdigJ9Iv0/7nw/NV56A0DhehSuR+EoQLpJDAIrxw9AQbeXNEaLHECzQSYZObsgQCOERxtHLPE/weJw5lfz8D/I0ocuqO/6P6jjMQOVcQtAtwvNdRpp/D9K0jWTbzYIQPPIHww8NxRA8SkAxjOoAkBrn47HDJQCQHV2MjhK3gFAIZOMnIU9B0CyEYjX9csMQC/dJAaBlQ5AseHplbJMCUDXEvJBzyYQQGYUyy2tBhFA6MHdWbtt57+Ss7CnHR4TQBVSflLtkwJAogvqW+Z08T8n2lVI+QkDQCCYo8fvbQBA6udNRSosG0DcKR2s/9MdQJdzKa4qWxJAMgOV8e8zAUDQm4pUGLsTQIPAyqFFNihAkQpjC0FOG0Am5IOezeoKQJXvGYnQCMA/knTN5Jvt9j+XrfVFQlsHQEAwR4/fmwZAb57qkJvhEUBeY5eo3loCQEm6ZvLNlhJAfxMKEXAIEEDjcOZXc4AVQKDgYkUN5hpAP3RBfctcAUCqK5/lebADQO/+eK9amQhAM9/BTxxA6z+cUIiAQwgVQNwRTgteBCJAt39lpUnJE0A/UkSGVXwGQJiG4SNiCgFAVwT/W8kOBUCeB3dn7XYPQOSDns2qTwVAr5l8s80NGUCC597DJYcDQAiUTbnCew9AlIeFWtMcEUC6FFeVfZcTQFLt0/GYwQtA8wLso1OXBkDa/pWVJiUNQKxzDMhebxBAMo/8wcBTFUD5oGez6lMkQAJlU67wrghAGTkLe9pBE0BJERlW8cb5P9lfdk8elglAcSAkC5iABEAMHxFTIikQQIYgByXMNB5Akx0bgXhd/T8TfqmfN1UcQBeCHJQw0/U/M23/ykoTDUADPj+MEB4OQF1Q3zKnCw7AOIQqNXsAEEAYYB+duvL6P807TtGRnCtALgQ5KGHmAUCQMXctIZ8CQK9fsBu27QNALpCg+DHmAUBS8uocA3IBQHqlLEMc+zFAWUxsPq5NDEAuVtRgGuYSQHqNXaJ6ixRAbhea6zTSAUBcOBCSBcwIQF97ZkmA2gxAvcKC+wEP6z/gSnZsBOILQJ2AJsKG5w5Apb3BFybTCUAQI4RHG4cKQE+vlGWIQylAkKD4MebuA0CDo+TVOUYJQK8l5IOeTSNAomKcvwmF+z/2C3bDtsUGQDmc+dUcYA1AbHh6pSxD9T/Bi76CNKMNQBcrajANww5A/bypSIXxD0C4PxcNGY/rP4y5awn5AChAGAltOZciAEDhXS7iOzEFQN+mP/uRYgNA5fIf0m8fA0Ckqgmi7kMIQNbiUwCMZwpAI4RHG0cs+j9HcvkP6XcZQF9GsdzS6hBApWYPtAKDDEAh5SfVPh3dv0wao3VUVRFADvj8MEJ4/z8JFoczv5r1Pw+0AkNW1xVAuMzpspgYD0AKEXAIVWoCQA1xrIvbGDJAJH8w8Nx7D0BvL2mM1lHwP4aPiCmRBBJAN8MN+PywBECxogbTMLwCQIMXfQVpRglAxw+VRszs3T9hTzv8NbkXQHBfB84ZsRRA2V92Tx42EkApXI/C9Sj4P5mByvj3GRpAO3DOiNJeBUBJgJpatpYJQErSNZNvVhVAmWTkLOzpDEBYyjLEsW4HQDBkdavn5ANAOnXlszyvEkCil1EstzQMQMxiYvNx7QFAfgBSmzi5E0ApIsMq3kgNQNobfGEyVR9Ab9Of/UixFECSy39Iv30bQBpR2ht84QtAQE0tW+urFUCI1/ULdsMMQLa5MT1hyQtAOpLLf0i/B0CK5ZZWQwIWQGGm7V9ZqQlA2sngKHl1B0BZi08BMF4LQPt5U5EKYxFAFVJ+Uu0zEUCKq8q+K1IhQEIhAg6hyvY/g8DKoUV2CkDb3JiesMQAQAKfH0YITwRAsktUbw2sCECcxCCwcmgBQF0z+Wab2wVAxHdi1ovhD0CFzmvsElUDQP/KSpNSEAtA+ie4WFGDDEAZkpOJW4XkP8xAZfz7zARAkSxgArcuDkAI5ujxe1sEQNRlMbH5uCFA6Gor9pf9EEAsZRniWJcJQKqCUUmd4BBAcCU7NgLxC0A7U+i8xi7+P0lBASVPo6I/lwM91LZhyD+3RZkNMgkFQPfkYaHWtPo/kpbK2xHO+z8ydy0hH3QkQJayDHGsayxAnrXbLjTX9D9hiQeUTXkJQNc07zhFpxBAObTIdr4fCEDizK/mAEESQHpTkQpjC/8/rKjBNAyfEEAuHAjJAsYRQPQVpBmLJhhAEDtT6LyGDEDdQexModMaQCP430p2LARA7Z48LNRaAEByM9yAz08GQKmHaHQHMf4/+aBns+qzNEADPj+MED4WQPUtc7ospgBAniRdM/nmAED1SlmGOBYRQL3GLlG99QRAPSzUmub9EECnP/uRInIEQGCTNeohWgpATRB1H4BEIUAJM23/ysoRQKtbPSe97wBAS1mGONbFCEAr3sg88gcGQHk7wmnBywBA86rOaoE97j/ImLuWkA8KQBQF+kSeJApAklz+Q/rtCkC4dTdPdcgTQAHeAgmKfzRA6uxkcJScEUAdWmQ7348HQIvDmV/NgQZA8fRKWYa4HkCKq8q+K0IXQHEgJAuYwA1AzR5oBYbsAEDajxSRYZULQLYQ5KCE2QhA+IiYEkl0DUCDo+TVOYYiQB/Xhopx/gxA3J212y40A0BuowG8BbInQEIhAg6h2iJAcjPcgM9PAUA1KQXdXhIRQMnlP6TfPvU/1c+bilRYB0B9rrZif6FAQFx381SH3AtACfzh57+H7z+8dJMYBDYQQDwUBfpEHghAnWNA9no3DEBf7/54r1oDQI82jliLDxFABcB4Bg09B0BeLuI7MQsVQCB7vfvjPfI/sFWCxeEMCUDnOo20VN4LQMAma9RDlBZAt2J/2T15EUDMC7CPTt3uP+jB3Vm7bQZApWsm32wzAED430p2bAQGQCS05VyK6wZA5j+k374OBEDdDDfg82MZQLfu5qkOeQ5ALJrOTgbHDkAFhqxu9ZwKQJRqn47HHCNAb9Of/UiR9j/MKJZbWo0JQMvW+iKhrQ9Av/G1Z5YED0AsSDMWTecAQDJyFva0AwVAF0hQ/BhzAEDG3LWEfJAEQJ/Ik6RrJg5A8ddkjXrIC0APRYE+kecEQDsBTYQNTw5AdLUV+8uuB0BcWg2Je6wDQAgDz72HiwNA+SzPg7vzAEBiEFg5tKgvQJW3I5wWXBJAXBsqxvkbDEDGounsZPD5P6xzDMherxtA3pOHhVoTE0BpjNZR1UQIQDc3picscRhA8S4X8Z3YDkBHdxA7U+gdQICaWrbWFwFAclDCTNs/HEDmP6Tfvs4HQE0VjErqJBBA2lVI+Um1BED/PuPCgdAJQAJIbeLk/hFAsmg6Oxn8HUAz/n3GhUMXQE8GR8mrswZA98d71cpEDEBZi08BMN4SQAfr/xzmiwJAXcR3YtbLF0CgVPt0PMYaQGPRdHYyeAJAS7A4nPkVFUCdZKvLKQHdP+viNhrAWwdAdk8eFmqNJ0BF9dbAVonwP5RNucK73Pc/OgZkr3d/+z/hRV9BmjETQIYb8PlhxApAZkmAmlo29j+GAyFZwIQPQEaZDTLJCBdADtsWZTYoGkBg6udNRWoNQMA+OnXlMw1A4Sh5dY6hHED4wmSqYLQrQFioNc07jgpAgpAsYAI3EUBjKCfaVQgCQLqgvmVOtxxAuECC4seYBkAkYkok0esQQD5cctwpHfY/NxrAWyCBDEDkMQOV8e8PQNqPFJFhlQRAyatzDMj+E0BB1H0AUpsHQG76sx8pIgNAFw6EZAFTDUC9APvo1JUKQPCFyVTBqBVA1qiHaHRHCUC8V61M+CUFQAEYz6ChPw5ArvAuF/EdDkBaDYl7LL0LQBToE3mSVBZAoP1IERmWBEAY7IZti3ILQKsmiLoPABJARz1EozuIAkBPHhZqTbMFQNyAzw8jxARAq+ek940vFkA4Z0Rpb/AOQJG4x9KHbgZALUMc6+K29j9Z3eo56b0YQJ2AJsKGJwdA1q2ek973BECcM6K0N7gQQGWqYFRSJ/w//n3GhQNhB0BagSGrWz34P/kUAOMZdAxAS6shcY+l/D9TswdagaEDQJmByvj3mfE/9Bq7RPVWBkDPLAlQU8sDQOCEQgQcYhlAlnhA2ZTrBEDZfFwbKkb7P9U+HY8ZqAtA8u8zLhwoFEBuNIC3QAL/P0DBxYoaDBdAoDcVqTC2BUCInSl0XsMSQA6+MJkq2AJAptB5jV2i/z97oBUYspoTQL9lTpfFBAVAAfvo1JUPAUCil1Est3QSQDmX4qqybwhA6lvmdFlM7z+kqgmi7oMMQMTOFDqvcQpAMQisHFpk+T/AstKkFDQNQOaWVkPiXglAN1SM8zehC0Amx53SwToHQKM7iJ0p9P0/aJHtfD9VG0Aps0EmGZkRQOLMr+YAASNAKGGm7V/ZBUAXt9EA3qIYQK9fsBu2LSJAbjSAt0BCN0AebRyxFp/7P/YoXI/CtQFALxfxnZiVE0CgGi/dJEYfQAWjkjoBDRFACD2bVZ+r+z/A54cRwqMJQBrdQexMQRRAQIf58gLsC0BIbeLkfocXQBbe5SK+sxRAaoe/JmuUEEAUs14M5QQPQGPRdHYyeAxAzR5oBYbsDEBR9wFIbSICQCjyJOmaqRBALGUZ4lhHOECcxCCwckgZQDCBW3fz1CJA6Ugu/yG9BUBkr3d/vBcAQBmto6oJohFAcJnTZTHxAkCoxks3iWEtQFpkO99PTQ9AKzBkdatnEkCzzY3pCQsPQM9m1edq6wBA5nlwd9buBUBxj6UPXdALQMWsF0M5UQtA+RQA4xm0DECRRC+jWO74P+YF2Eenrv4/donqrYGtB0DuQnOdRpoFQHaJ6q2Brfk/PrMkQE1tDUB5r1qZ8CsYQKAVGLK6FQJA/kP67esAA0AfhetRuJ72P2recYqOZB9Az2bV52qrBUBhw9MrZdkJQBVSflLtMxRApKoJou5jEED9TShEwGEGQM9J7xtfWx5AfCx96IL6AUCBPpEnSQciQBNJ9DKKpRFAx7q4jQbw/T+ob5nTZXERQPfMkgA1NQNANjy9UpaBKEA8MevFUE4HQFNcVfZdkRBASaKXUSy3CUBZi08BMJ4KQLgjnBa8qBJAJVgczvzqCkAV4/xNKIQNQNuizAaZZAFAFK5H4Xp0EUDyJOmaybcRQBNE3QcgtQpAV0PiHktfB0CO6QlLPMAUQI1iuaXVEBBAqBjnb0KhCUBWDi2ync81QAqi7gOQWgRAy6FFtvM9DEC3KLNBJhkDQM1YNJ2d7BVAe9rhr8kaI0A8TtGRXB4dQARz9Pi97RJAkWEVb2SeBEC6LCY2HxcFQFD8GHPXEgZAb/CFyVTB6z+inGhXIcUWQHGsi9toAA5Ag0wychZ2BEBQjZduEsMGQCTusfShywhAHcnlP6TfQkAZOQt72qEAQMPVARB3dek/XynLEMc6PkDedqG5TqMCQPJBz2bVZ/Q/oDcVqTD2B0D36XjMQGUKQEBNLVvrixBA68VQTrSrA0Ao1T4djwkiQLPNjekJSwdAPtAKDFmdAEC3Yn/ZPbkIQJXUCWgi7Pw/GZC93v0xEUC6FFeVfdf5P4yEtpxL8RdAg24vaYwWAUBTIoleRrH9P2LzcW2ouBZAW7bWFwltD0D92Y8UkSEMQDDYDdsWpQlAwsBz7+GSGUApXI/C9SgTQJjdk4eFGgtAgJpattYXDUCqK5/lefD6P6qCUUmdYBhAQ5CDEmba/D9v05/9SJH9P1IKur2kMfo//+xHisgwAUBrDhDM0aMVQJf/kH77Ov8/d76fGi89F0DJWdjTDn8TQJ+rrdhftgdAGTkLe9ohAUCL/WX35GENQGjQ0D/BBQFAIO9VKxM+C0CNl24Sg6AYQOuoaoKoew5A7xtfe2bJ+z97ZkmAmloMQHBCIQIOIRNAyk+qfTpeHUC6g9iZQmf2P61u9Zz03hdAGf8+48KBIECbO/pfrkXoP36MuWsJ8UhAhNiZQuf1BkCHbYsyGyQDQFNcVfZdkQRAeJeL+E6sFkBQU8vW+iIBQCno9pLG6AxAwOyePCyUFEDJ5T+k395CQCqRRC+j+BFAUDblCu9yAUACZVOu8K4QQKJFtvP9tBJAsaIG0zB8CUCkGYumsxP7P0uTUtDtRRRAStI1k2+29j+693DJcacNQCveyDzyhwNAC+9yEd+pGUB90LNZ9bn/P9vEyf0Oxfs/YFlpUgr6EkDVBFH3AQgEQOwS1VsD2wlA220Xmus0/T+yhSAHJQwNQBObj2tDRRFA7MA5I0o7DUB6U5EKYwv2P1GgT+RJkgxAJcy0/Ssr+T8WTWcngyMEQEGC4seYWxNAAKlNnNzvEUDejnBa8CISQMCuJk9ZTbc/nYAmwobnC0ArweJw5rcRQPq4NlSMswpAkZvhBnyOIkCoV8oyxDEVQNU+HY8ZKAFAI0p7gy+MA0Ana9RDNDoHQBPVWwNbZRlAutqK/WVXJUDzAuyjU5cfQP94r1qZsA1AR3cQO1PIF0AGDf0TXOwJQAFqatla3wdAWwhyUMKMA0BF2PD0SokwQBIxJZLoZfs/gzRj0XS2CkAPC7WmeWchQDy9UpYhzgNA3xrYKsEiEEC1FfvL7skKQMWPMXct4QlAaD9SRIZVF0Ci0R3EzhQSQO5Cc51Guh1An8iTpGsmIUBTP28qUiEJQELsTKHzeiBA2LYos0FmBUBlpUkp6DYPQL6kMVpHFQlA71UrE36pD0AiwyreyJwRQIHPDyOEBxVAuAa2SrC4/j9enWNA9roTQGDl0CLbOQpABthHp658BkDTakjcY+kOQI7MI38wcPA/BoGVQ4ssBEBJ9DKK5bYTQP94r1qZ8Po/A2A8g4Z+CkAqOpLLf0hOQBWRYRVvZAZAYviImBJJCEDNI38w8NwCQK7TSEvlrQ1A7bYLzXX6GUDk9zb92Y8FQG3n+6nxEiZAqBjnb0LhEECHUKVmD7QBQCsYldQJ6CRAjBAebRyx9D+R7Xw/NZ4GQLr3cMlx1yBAJV0z+Wab+z8iN8MN+LwOQAyTqYJRSRJAbVZ9rrZiC0D9pNqn46EiQLBVgsXhTA9AVIzzN6FwEkD+t5IdG0EHQHEgJAuYYBFA5zV2iertGEDZJaq3BjYOQJ92+GuyxhNA6X3ja89sD0CcUIiAQ6gAQDfDDfj8MPQ/3PRnP1IECEAsZRniWLcXQBlW8UbmkRdACty6m6c6AUBjl6jeGpgGQO/Jw0KtqQVAl4v4Tsw6AkC4rwPnjOgsQBToE3mSdAlAduCcEaU9DEBJaMu5FJcOQCjyJOmaSQRA9S1zuixmCUC/gjRj0fQQQFJJnYAmAgJAGjT0T3BxC0CeB3dn7bb9P8O2RZkNMhVAsOYAwRwdFUACnx9GCO8gQPa0w1+TVRFA9S1zuizmAUCMSuoENJH8P6rU7IFWoAdAcHztmSXRIUCvzjEge70UQJPjTulgfQlAWKg1zTsuK0Do9pLGaJ33P3Iz3IDPDwdAsI9OXflsDEBiodY07zgGQF2Kq8q+KwxAPL1SliHOBEANcayL22gDQE6XxcTmYxZAe/fHe9XK+j++2ebG9EQNQNBE2PD0Svc/Xi7iOzFrDUCaX80BgtkQQBEBh1Clpg1ABd1e0hgtDUCvQspPqv0IQGCwG7YtCgpAAAAAAABgGUBM4NbdPLUTQGtlwi/18wRAaHke3J11EkAHCObo8fsBQHwPlxx3igFAbZBJRs4CDECskPKTah//Px04Z0RpzxNAPpY+dEG9AUBm2v6VlSYCQNjYJaq3RgFAoMN8eQG2GUAVAOMZNHQOQJ+sGK4OAOk/gEi/fR0oMkCnBS/6CvIbQI7Idyl1ydM/kj8YeO49DUBIG0esxQcRQN21hHzQsw5AQNmUK7yLCkDQ1VbsLzsXQAOy17s/XgBA+ie4WFGDCEBVwaikTkARQCRFZFjFGwtA9dbAVgmWBECW7NgIxGsIQEXY8PRK2SRArJDyk2qf/z9rt11orjMVQJe5CnPMw6u/F2U2yCQjxT8wR4/f23QFQFrwoq8gTf8/oRABh1ClBEB6bqErEajsP6smiLoPQBFAXtcv2A2bEEBTy9b6IqH8P5aVJqWguxBA7s7abRca8D84vvbMklAgQAU0ETY8vRFAomKcvwmFEkDmIr4Tsz4TQCgPC7WmORFApn7eVKQCEEBIFjCBWxchQCMyrOKNDAZApI0j1uLT/z9rDhDM0SMHQDPEsS5uYwpAbxKDwMphKkAVb2Qe+SMZQGLWi6GcKAFAEHo2qz4XKUDbbRea6zQLQE8GR8mrcw9Asb/snjys/z9zaJHtfL8JQLe0GhL3+BhAr7FLVG+tEkAfgNQmTu7yPzpAMEePHwxAFvvL7snDA0AY7IZtizIPQGN/2T15WANAwi/186ZCEkBcA1slWJwCQGXCL/XzJv8/NlmjHqLRB0Ae/pqsUU8PQD81XrpJFENAy7vqAfOQzb/g88MI4dH8P9+JWS+GsgRAAIxn0NA/A0AFwHgGDf0GQDMzMzMzEyVAX3tmSYC6EkCjHqLRHUQUQDsBTYQNz/Q/Rs7CnnbYGECJmBJJ9DIKQA6hSs0e6Po/1m670FznDUBUOlj/55ASQOG04EVfARRAH7+36c/eFECfdvhrssYMQBMn9zsUBQ5AFR3J5T9kC0D2Yign2vUaQNRgGoaPSAxAacai6eykHkDNzMzMzMz7P8L6P4f5MhBAlfHvMy78EECM8zehEEEEQOW4UzpYPw9ACFqBIaubEECXOV0WE5sJQD0K16NwvQ9AHVpkO9+PFkDzH9JvX4cNQBhbCHJQghlA2ZQrvMvFEEAbKsb5m9D/P88sCVBTiwJAu5unOuSmD0BLH7qgvuUWQJFhFW9kXgtAQZqxaDq7+T8iGAeXjjnsPy6QoPgxZgdAHSCYo8cvB0A/xty1hPwxQDNQGf8+wxDAQgkzbf+KCUBXCRaHM7/+P58CYDyDRg9APIOG/gmuDEDIQQkzbX8HQGL4iJgSiQNA4syv5gBB+z+E9X8O86UIQPGdmPViaA9AKqkT0EQYE0BApN++DpwLQCzxgLIp1/I/l8XE5uOaC0DcEU4LXvQWQCV6GcVyywFA68VQTrTrC0BblNkgk4wYQCIa3UHsTAFASddMvtmmAUAy5q4l5AP8P799HThnRABA3pOHhVpTCUDjNhrAWyAfQJdzKa4q+wZAZw+0AkMWEEDeH+9VK5MdQGwJ+aBn8wtA/ACkNnGSFkD3x3vVygTwPyRiSiTRywZAH9eGinEeEUCtLxLacm4XQBBYObTI9iZA28TJ/Q5F9z+zmNh8XFsFQHP0+L1NfwhASDMWTWenDUDSHcTOFDr5P4o8SbpmsgVAMZkqGJX8REB3vp8aL50GQB1PcFbpk7k/fsaFAyG5GECxxAPKpnwQQPt5U5EKYwRAONibGJIT7j9FniRdMzkIQB4zUBn/PgdAiC6ob5nzE0BpdAexM0UIQA5KmGn7VwFALuI7MetlF0CDTDJyFjYSQN6rVib8kghAwqONI9ZiHkDAXmHB/YDbP9QOf03WKPo/P3RBfctcGkDqCUs8oOwBQDgyj/zBAA1AICkiwyr+FUCl12ZjJebbP0SLbOf7iSRAU3k7wmnB8D9i+IiYEkkKQBPVWwNbJQ5AB+v/HOZLEUBhVb38ThPpP5pfzQGC2RRAP3RBfctcCkBgyOpWz6kfQMaKGkzDsA1Aie/ErBeDD0CCc0aU9sYPQDyInSl0HghANrBVgsVBHEC/mgMEczQPQN7lIr4TswhAGcqJdhXS/D9JY7SOquYNQJwzorQ3GBxAxCXHndLBD0CT407pYL0GQAX6RJ4k/RtAflcE/1vJCECmCkYldcIEQHd/YZ46+7M/FvvL7sljEkBPr5RliOMBQAt72uGvSRBAHhuBeF1/FkAfLjnulM4RQJynOuRm+ApASddMvtnmAkAyrOKNzGMLQPKwUGuatwhARuuoaoKo+j9sIchBCRMYQJrrNNJSuQRAQbyuX7C7HUCOzCN/MBATQDuNtFTeDvg/7s7abRfaDkC2Z5YEqKkGQFwgQfFjDAxAGa2jqglCIkBrgqj7ACQVQKmkTkATARJAat5xio4kBUBx5ldzgOABQL0d4bTgxQRACacFL/qK8T/sF+yGbYv3P0w3iUFgRT9A7FG4HoXrJkDmywuwjw4TQPXb14FzBgRAk4ychT3t+z/Ek93M6Efovzxrt11oDhhApTFaR1VTD0AoYabtX1kDQFInoImwoQFAUORJ0jVTDUB/h6JAnwgIQASQ2sTJvQFAJo3ROqraAUCcxCCwcigTQPwApDZx8gJANuohGt3BBEDbv7LSpBQLQENWt3pO+gpAnPnVHCDYCUBH5SZqaW7kPxPVWwNbpQ1AR+aRPxj4BkDLviuC/60UQEmil1EsNwNAnPnVHCDYB0AwgVt385QHQDs2AvG6/g9AYf2fw3z5DkBrmnecoptDQMPTK2UZMiFAJetwdJXu2z9gzQGCOXoLQJ7vp8ZLNwBA/Z/DfHmhGEDWi6GcaFcUQD/G3LWE/A9AW86luKrsCUBAahMn97sQQJ0Rpb3BlwNAyy+DMSLR5z9QcLGiBpMTQKNAn8iTJBBA6fF7m/5sB0AY7IZtizIFQDemJyzxgPU/8iTpmsk3+D+hhJm2fyUCQMTr+gW7oQJANSTusfRhD0DyJOmaybchQCfChqdXqiVAXoWUn1T7CEBVavZAK3APQNOHLqhvWQNAfJv+7EcKC0BEi2zn+4kTQGWqYFRShxJAbTmX4qryBUD5MeauJeQGQGO0jqomqBFAIQIOoUoNBECUap+Ox0wOQAtBDkqYKQpAY7ml1ZC48z+BCdy6m+cKQBy2LcpsUAdABBxClZrdE0D5vU1/9iMJQM8UOq+xixBAu9Vz0vsGAkB72uGvyZoLQB04Z0RprwxA7nw/NV56GEBfDOVEuwr9PxEebRyx5iFAJhk5C3ta/z/owd1Zu60XQF9gVijSfe4/IlSp2QPtFUDU8ZiByvgaQKBU+3Q8Zg9Ahj3t8Nfk/j9CPujZrJoQQCdO7ncoihVAJa/OMSB7EkAxzt+EQsQLQK5H4XoU/jdATmIQWDk0+D82PL1SluEAQCKOdXEbrTNA1QloImz4C0C+9sySALUCQKMG0zB8RAtA9s5oq5LI3b8u/yH99jUOQFa8kXnkj/o/vD/eq1am+T94YtaLoZwFQLraiv1l9w9AoyO5/Id0AkCyRj1Eo0sgQNF0djI4yhJAlWBxOPOrEEAbu0T11oAXQGItPgXAuBVAIzKs4o2MHECLVBhbCLIFQAXgn1Ilysg/tTLhl/p58j+LNPEO8KTZvwK37uapTg9AyAc9m1XfBECEKjV7oJX/PxCSBUzg1gtAu9Vz0vtGC0BgPIOG/okAQNobfGEytStAICkiwyoeBUDGhQMhWRAiQA8om3KF1x5ACcTr+gU7AEDFjzF3LSEPQA/uztpt1wpAYHZPHhYqCkCSeeQPBp4IQJCg+DHmLvo/vqQxWkcVCkCXHHdKB+vwP8HicOZXExJAdjdPdchNDEBSYWwhyEEPQM6I0t7g6xBACMkCJnArDEBWSPlJtc8HQCNnYU87/AdAVTAqqROQD0DHKTqSyz8VQMB4Bg39UxNATYQNT69UN0BeEfxvJVsVQOqVsgxxTDFATIkkehmFA0DqspjYfNz5P9biUwCMJxFARrHc0mrICkDXaaSl8rYKQFMiiV5GkRFAwAmFCDhEB0AjoS3nUhwQQIiAQ6hScxRA9MMI4dGGCEA6HjNQGZ8QQGrBi76C9BBA5WGh1jT/RkALRiV1AtoJQDLJyFnYQyFAI9v5fmr8FkCWz/I8uHsIQAXdXtIYDR5AzTtO0ZGcD0C9UpYhjvUEQJAxdy0h3w5AVwkWhzOfEECKjuTyH1L6P7kZbsDnBxBAQbyuX7CbDUBos+pztVUPQCbkg57NKgFAw9MrZRniEEAxzt+EQsQVQJeL+E7MegRAICQLmMCNEUAps0EmGXkUQBnKiXYVUvs/QdR9AFJ7E0Dt2AjE6zoKQPCFyVTBpFFAOGdEaW/QFEC5iO/ErJf2P04LXvQV5AJAJGJKJNHL+z/APjp15fMMQPm9TX/2YwBA+u3rwDmTM0CD3bBtUaYNQD4mUprNY+k/x0s3iUFgKkA3GsBbIMERQJYhjnVxOxdAMzUJ3pBG2j9S7dPxmAH7P5BmLJrObhFAWmQ7309NBUCzKVd4l8sCQK36XG3FnhJAgqj7AKQWEUCh+DHmrgU2QI/C9ShcTwNAdy0hH/SsAEDe5SK+E1MYQKlqgqj7wAdAZCMQr+uXBEAw2A3bFuUYQJIFTODWnQtAm+Ydp+jI/D9e9BWkGQsHQMx/SL99fRRA9Pi9TX/2CEBVTRB1HyATQMyXF2AfHQBAQdR9AFIb8z8npaDbSzoUQC/APjp1Zfo/EjElkujFF0DA7J48LFQxQJ4kXTP5pg1A6N7DJcddEECjQJ/Ik6QBQIGVQ4tsJwBAsFWCxeFM+T+LVBhbCLIKQN5xio7kUilAQYLix5iLI0CalIJuL+nwP2/whclUIRFAJqq3BrZK/j8AkX77OrALQFwDWyVYXAFAk6mCUUmdD0Cw5gDBHD34PzdsW5TZYAZA19081SF3GECvd3+8V+0QQBrdQexMof0/wf9WsmOjA0BXIeUn1T7HP0zD8BEx5RFAnUZaKm/HBUBW1GAahk8GQI+NQLyuPxJA0AoMWd3KHkBH5pE/GBgUQDDUYYVbvuq/X3tmSYAaB0Cif4KLFfUAQOkmMQisPC9AYvNxbagYCUCqfToeMxALQMCV7NgIhA9A2ZlC5zV2AkBUbw1sleANQODb9Gc/0vs/qFfKMsQxBUDReY1dojoOQIKLFTWYphFAjBU1mIbhEEBdbcX+svsMQIJWYMjqVvU/jXqIRneQEUAS91j60IULQHE9CtejMAZAg2kYPiJmCUBl/PuMC4f5PwskKH6MuQpAio7k8h8SFkDUZTGx+XgCQNJSeTvCSRBA+GuyRj2ECUD+fcaFAyELQIhodAexsw9AfT81XrrZMkAAb4EExY8ZQOEoeXWOgRBAERlW8UYmA0CfzarP1XYpQKj/rPnxl74/2c73U+NFH0DsEtVbA9v2P0hQ/BhzVwZAy7kUV5W9DkCDwqBMo8nlPyv7rgj+NwVArrZif9ndE0AaNPRPcHEGQGiz6nO1FQ1A0ETY8PSKC0ACgjl6/B4IQFslWBzO/AxATkUqjC0EAEC2hHzQsxkJQJQw0/avbA1AR1UTRN2HA0BhVFInoMkYQGiWBKipZSNA2xZlNsjkFED+ZffkYdE7QMnlP6Tfvg1AKlJhbCFIB0Ac8PlhhBAYQAlQU8vW+ghAhLpIoSx84j/w+WGE8OgNQDYebLHbZ90/HT1+b9PfFUAFUfcBSK0UQPiImBJJNBRA+KqVCb8UBkATDyibcoUQQC1gArfu5gdAP3RBfcuc+T+BPpEnSXcQQNS3zOmyGBNAhXzQs1klIUCCrKdWX13mP0J79fHQ9+Y/kst/SL89CkDAJmvUQ/QEQCaN0TqqmghAeTvCacGL/j9T6LzGLjEWQCcxCKwcWg5AGOyGbYvyEEALYwtBDuoQQB3J5T+knxNAFw6EZAGTCEDX3TzVIfcGQCFZwARuHRJADHbDtkUZFkA4Mo/8wQAaQHYaaam8nfY/eqpDbobbC0BqTfOOUzQVQEXY8PRK2SVAls/yPLi7CkBgPIOG/skKQIBIv30d2CRAngd3Z+2GIkBDxTh/E2obQGFUUiegyQxAuOnPfqSICEBMGqN1VLX/P3Wr56T3TQhA8wLso1PXEEBWSPlJtQ8DQDUMHxFTYgdApOTVOQbkAUD+SBEZVnERQMi1oWKcPw5AoS3nUlx1EEAxfERMicQhQPFjzF1LKCRAOIQqNXvgCEA0hc5r7BL+P1yPwvUo3AlAZk6XxcQmEUCQiCmRRC8HQKqCUUmd4C1AGHjuPVzyBEAprir7rogHQBe30QDewgRAtLCnHf46GECpTZzc79APQCZTBaOSOgFADY6SV+dYBEDeq1Ym/JILQGRA9nr3Bw5AkElGzsLeFkBQNuUK7xIRQAuYwK27+RBAZVOu8C4XCkCsrdhfdk8CQJT2Bl+YjAhAa32R0JZzD0AS91j60EUeQGDl0CLb+QBApYP1fw7TF0AGR8mrc4z3P6VJKej2khRAoBov3STGG0DlYaHWNE8RQAt72uGvSRJAxSCwcmgRB0CatKm6R7buP6fLYmLzcRdAznADPj+MBkAdlDDT9i/4PxmQvd79cfs/B+v/HOZLA0DElEiil1EDQJ1jQPZ69w5AkrOwpx2eFEDXEvJBz+YHQCJseHqlLAxABARz9Pi9A0BS1QRR92EQQJnTZTGxOQVAYKsEi8OZFkBhiQeUTXkRQGR1q+ekdx5AcLa5MT2BF0DQs1n1udryPy7nUlxV9vA/Foczv5oD8j/swDkjSjsGQANgPIOGHhBAzlMdcjNcD0Dt2AjE69oYQPJBz2bV5wRA/wQXK2qwBEAfv7fpz54XQEQ0uoPYmfY/0ZFc/kNaLEDDDfj8MEL/P1j/5zBfngZAizIbZJIRCEAkKH6MuWsFQAqFCDiEqglAlPYGX5iMBkDzVIfcDDf+P/YlGw+2WOc/Cty6m6eaE0AyOEpeneMRQJjdk4eFWghAvHmqQ25GGkB8m/7sRwoEQOwS1VsDuxdAi3H+JhQi+T/C+j+H+XIRQNHLKJZbWgpACKwcWmS7A0Azbf/KSrMQQGMoJ9pVKB9A3e9QFOiTDEA1Bwjm6PEYQNUJaCJsuAFAFYxK6gQUE0BGtvP91LgeQAlQU8vW2h9AObnfoSiQCECHbYsyG+QLQDgQkgVM4BNAzSN/MPDc/T9pU3WPbC7rP/zjvWplwgNAIoleRrGcBUBNFYxK6kQKQJMdG4F4nQpApdqn4zED+j8YPiKmRNICQGiz6nO19S1Abw1slWBRFUADYDyDhr4AQBsv3SQGgRJADOpb5nRZDkAO8+UF2CcYQOdSXFX2XQ1A6gQ0ETb8LED7ljldFtMiQNzXgXNGlAZAiJ0pdF5DEkB56SYxCEwmQGEyVTAqqQVAqoJRSZ0ABUA6OxkcJU8WQGTMXUvIh/4/bATidf3iEEClMVpHVWMjQLx0kxgEFgxAdmwE4nU9A0BWZd8Vwb8bQLPSpBR02xZAHhuBeF1/DED0bFZ9rrYDQKyt2F92bxBA1CtlGeLYCED7V1aalKIZQA+XHHdKxwtALSY2H9dGBkCTcvc5PtrkP96rVib8kgVAfjUHCOZoAUCPU3Qklz8RQMiYu5aQj/8/gZVDi2xnGkDIDFTGv48JQHzVyoRfqghAZcIv9fPGFkA5tMh2vv8mQO317o/36gRANrBVgsXh/D+LTwEwniEQQCkiwyreSAdA8rBQa5oXL0AlOzYC8XoJQIsaTMPwEQRA2IFzRpS2B0AuHAjJAiYQQE/MejGUkwpAWRe30QDe/D9Yc4Bgjr4RQNF0djI4igRA5/up8dItEkBTBaOSOgERQIFDqFKzxxNAt5c0RuvoBEAUs14M5UQNQCYeUDblah5AQ1a3ek56DECscwzIXu8RQIiAQ6hScw5AkzoBTYTNDEATfqmfN5ULQPphhPBoYwlAKlJhbCGoGUAJG55eKUsqQKEQAYdQJf0/LSY2H9dGGUAHX5hMFSwyQIW2nEtxVQtA9g1MbhTZ6j/APjp15VMcQORO6WD9H/s/QX3LnC5rEUAYITzaOCIRQGN/2T15mA5AFYxK6gS0A0AUBfpEngQRQH9N1qiH6AFAisiwijcyGEBSJ6CJsOH9P5IiMqziDQFAL4Zyol2FCUCWBKipZSsaQBnKiXYVchFA5bM8D+5O+j/BHD1+b9MMQJ6Y9WIopwZA0CfyJOma4T8VUn5S7RMDQH41Bwjm6P8/7+apDrnZAkDbv7LSpBQbQHB31m67kAtAIlSp2QMtAkBY5xiQvR4UQJuPa0PFmBJA7fXuj/cKE0CR1a2ekx4KQBTQRNjw9ANA68VQTrTrEEDB4nDmV/MMQBlz1xLywQNAofgx5q4FGEASpb3BF5YhQFch5SfVPg5AnRGlvcEXDkAVdHtJY/QgQMfXnlkSoPY/Psvz4O5sDkBxVdl3RXAQQAq6vaQx2g5AjBU1mIZBEUCm1ZC4x5INQOnUlc/y7CNAizcyj/zBBkDJAiZw6w4TQOpb5nRZLBtAEyf3OxRFAUDshm2LMpsWQBb7y+7JQwdAY7ml1ZC4AkA4Mo/8wQAFQMjNcAM+fxBA845TdCTXAUAaaam8HeHzPzarPldbMRRApMLYQpCDAUBrSNxj6QMEQAsMWd3quQZAAyZw624e+T8c0xOWeMD1P1LVBFH3wQtAdonqrYHtDEDnAMEcPf7/P0Uvo1huKQ9AWkdVE0QdGED5Zpsb05P1PxSzXgzlZBVAh/4JLlYUE0BtVn2utuIgQH/eVKTCmAdAgVt381SHCkBRvTWwVYIKQEzg1t08VQ1AApoIG56eEkBJhbGFIAcTQKhSswdawQxAhslUwagkCEDGounsZLACQF4R/G8lewlAkQpjC0EOCUDQ0D/BxcoPQE9Y4gFlkwRAQgkzbf8KBkBhbCHIQQkGQFR0JJf/sCVAq3gj88gfBkCeXinLEAcNQEXwv5XsmApAFk1nJ4PDGUBjf9k9edgAQOOItfgUQAhANSkF3V5S+z9ma32R0FYMQIOj5NU5ZhRAmfViKCda8j/usfShC+oPQOOItfgUABFAB+v/HOZLF0Azp8tiYvMOQKPMBplkJAlAowG8BRLUB0A/dEF9yxz+P54Hd2ft9gVA7l9ZaVLKC0Br8SkAxrMLQEpGzsKedhFA4umVsgwxD0BfmEwVjMoKQGN/2T15GAVAdZKtLqeE5j+m8naE00IgQL7BFyZTBds/7zhFR3L5CkBtxf6yezIFQARWDi2ynQlAje4gdqZQGEDyJOmayXcJQLUy4Zf6+QxADmd+NQcIGUCmD11Q31IaQJynOuRmmBFAhUIEHEJVA0DCTNu/spISQLxcxHdiNhxAomKcvwlFDEBKB+v/HOYGQGYxsfm4NgxAq8/VVuwPEUAhWcAEbp0ZQAU0ETY8Pfk/bHh6pSxTMEBlpUkp6JYUQEPFOH8TSg5AeuQPBp67AkAziuWWVmMQQDJ3LSEfNAVAVU0QdR/ADUBvRzgtePEeQDT0T3Cx4hNAbJVgcTizEUAt7GmHv+YLQL9gN2xblBVALIL/rWTHDkBOYhBYOXQLQH0FacaiqQtAEojX9Qt2A0D8GHPXErImQBgmUwWjchhAGhcOhGSBDUCXHHdKB+sDQIHs9e6PdwNAJZLoZRQLD0D52jNLApQGQLmq7LsieAlAfH4YITwaAkBbXyS05dz+P5f/kH77+hBAUkmdgCaCAkB6pSxDHCsNQKz/c5gv7wZA9RCN7iD2/z+QoPgx5i4QQGYUyy2txgBAaoe/JmuUGUD5g4Hn3iMcQHpwd9ZuewFAYkok0cvIGUCJtfgUACMEQBtkkpGz8A9AV2DI6lbPFkAqb0c4LbgMQDbNO07REQxAgnLbvkf93T9MVG8NbJUBQDqSy39IfzlAcF8HzhnR+j+/DpwzojQFQEtZhjjWxf0/YtaLoZxoCEBl3xXB/xYJQCaN0TqqWglAEyf3OxTFDkD2XRH8b8UaQGACt+7mqfc/K6T8pNqnIkDw+PauQV/Ov2lv8IXJ1AZAqn06HjNwEUC21hcJbTnqP/Q3oRABh/g/YAK37ubpDUC0sKcd/joQQNKMRdPZSQBAl/+Qfvv6CUDS+8bXntn3P0J4tHHEWg1A88gfDDx3B0CZ9WIoJzoTQGvxKQDGs/U/q7LviuD/+T9E+u3rwDnxPyy8y0V8Jw1AWmQ7308tEEBN845TdEQkQAkbnl4pKylAnPnVHCDYD0Br8SkAxhMTQBNm2v6V9RtAR1oqb0eYE0CInSl0XiMKQLNdoQ+WseE/fa62Yn+ZGUCojH+fcYEXQAq6vaQxWhRARgiPNo54FUCeew+XHNciQLsnDwu1pgJAhetRuB5FDkBdbcX+snv8PxpR2ht8oRBAc2iR7Xw/CkCUvDrHgGwIQDrpfeNrTwVA5E7pYP3fCUCtwJDVrZ4FQFCNl24SAw1AfnTqymeZFUBoeR7cnTX+P54pdF5jVwdAPujZrPpcFED9E1ysqIERQDblCu9yERBA9pfdk4fFB0C+h0uOOyUCQJf/kH77GjBA3PRnP1KkEED2QCswZDUDQPLSTWIQeBRA7bsi+N+KE0AGnnsPl3wUQCyazk4GBwZAdmwE4nX9CUD6uDZUjPMUQE7RkVz+Qw5APrMkQE2tAkCGAyFZwBQiQPhwyXGndA9A5nlwd9Zu9j8P7s7abZcDQHR7SWO0jvM/2XdF8L8VAUB0XmOXqN4DQHqNXaJ66w1AblFmg0wyCEAD7KNTVz4FQCAkC5jArRRAa32R0JbzD0DtuyL438r5P5Xx7zMu3BVALexph7+GG0AWak3zjtMBQPs6cM6I0gBAz04GR8nrCEArGJXUCeguQP/KSpNSkAJAbM8sCVCTEUCQMXctIZ8AQL68APvo1AZAduCcEaX9K0BLWYY41gUYQP8EFytqUBFAlnhA2ZRrDUDtnjws1BoLQFvri4S2HOs/ZRcMrrmj0j8BGM+gof8MQNdMvtnmxvM/O1PovMbuA0CiYpy/CYUOQBYwgVt38/0/8SkAxjPIH0A0v5oDBHP8P8NHxJRIYg5A845TdCTXBEBgyOpWz8n+PxaHM7+aQwFAx53SwfpfFUAuBDkoYeYIQM5THXIznARAqmBUUicgDkCygAnculsOQEpGzsKethRAYM0Bgjl6EkCCc0aU9iYRQBH8byU7lhpAVFc+y/NwIEAoJ9pVSLkcQNz0Zz9ShBpAHhZqTfNOFEAxJZLoZdQDQBWRYRVv5PA/pWsm32xzDECEns2qz61BQEsfuqC+ZRBAMpI9Qs2Q6j9DrWneccorQIbmOo201PQ/7+apDrlZAEDTwfo/hxkZQGiR7Xw/FSlA0h3EzhTaGEDGbTSAt0ACQNBhvrwAGxxAOnr83qZfIUC78lmeB7cOQDW1bK0vkgtAbcoV3uUiCkBWt3pOeu8gQMAJhQg4RA5AWMUbmUe+EUCXOV0WE9sBQFPL1voiIQZAcvkP6bdPKkAczvxqDtALQC1b64uENgdAvalIhbEFIEA6WP/nMJ8JQERRoE/kSfY/ZmZmZmZmDUAwZHWr50QRQK5lMhzPZ+0/eAskKH4M+j8Ec/T4vU0cQKfoSC7/ofc/yR8MPPc+EECmft5UpMIZQNnO91PjxRpACr/Uz5uK/j9PzHoxlBMKQAK8BRIUfyxAd/NUh9wM/D/cSxqjdVT7P93NUx1y0xNAVTAqqRNQA0DAeAYN/RPzP9ejcD0K1wZAJVgczvxq1T8zp8tiYjMZQA4tsp3v5wpAODKP/MEAE0C2+BQA45kFQMO7XMR34hNAbM8sCVCzEkBLdmwE4hUUQGIVb2Qe+QNAbAn5oGfjOUDChqdXynIHQAKCOXr8XgJAdY4B2etdAkA5ud+hKFAHQNIA3gIJSiRAxebj2lAx+j/186YiFUYAQDemJyzxAAdAM1AZ/z4DEECTjJyFPS0QQHKndLD+z/g/pSxDHOti8T9hGoaPiGkEQCWvzjEgmxFAYWwhyEHJBEAgtYmT+50BQDZ2ieqtgfE/TUpBt5c0FkAC1NSytT4ZQBoXDoRkQQxAXaeRlsqbAkBL6gQ0ETYMQDmc+dUcwBVAfbPNjekJ/z9TBaOSOglLQAHeAgmKXwlATWcng6Pk8D/+fcaFA9EgQKg1zTtOkRBALGUZ4lgHMEBHPUSjO4gOQMh71cqEHxpAdZMYBFZOBUAtW+uLhPYWQP4rK01KQRFA5dU5BmTvBkDyQc9m1Rc1QPeSxmgdNRNAWP/nMF/eCEBt/8pKkxIUQCHIQQkzzRVAvTrHgOw1EEDgnBGlvcERQH5XBP9biQNAWUxsPq7NC0C22y401ykOQOhqK/aX3fw/xRuZR/6AFEAvhnKiXYUFQGagMv59Rg9ASddMvtlmB0BFgT6RJ4kCQCnQJ/IkqQdATwMGSZ/W5j9Uxr/PuPAPQO3w12SNmhBAPIidKXQeD0BmiGNd3EYEQA+cM6K0twpAjXqIRndwGkDaIJOMnIX3P4Ko+wCkNgBAWOcYkL2eDkC3KLNBJlkRQH3Qs1n1KTFAU5EKYwuBBEDaA63AkJUCQGTMXUvIBw1AmG4Sg8CqE0AZyol2FdILQAN4CyQo/iRAU67wLhcxBUDjcOZXc4D+P3B31m67UA1A5j+k375uJkAjZ2FPO7wNQLjkuFM6mABAj1N0JJcPM0AiiV5GsRwKQLubpzrkZgBAKGGm7V/ZBEDMejGUEw0RQKezk8FR8vw/FCLgEKqUCkAdA7LXu78OQMhe7/54zxRAx7q4jQbwCkDo9pLGaF0TQJc5XRYTGxNA/DVZox4iD0BYc4Bgjt4IQG7A54cRwg9AZhTLLa0GEEAUs14M5YQKQBHHuriNxgZAOShhpu1fBEBblNkgkwwOQPZ698d71QxADr4wmSoY9T9Q3zKny6IHQDoGZK93Pw9ApWsm32xz9z8rNXugFZj6PyhEwCFUqQ1Afoy5awlZF0DbxMn9DmURQHpwd9ZuuwxA6KT3ja99I0DMXUvIB70GQLth26LMZhFAkIMSZtq+DkA3GsBbIIETQE5FKowthPI/mggbnl6JJECd9L7xtUcZQBWpMLYQJARAbVZ9rrYiCkBIv30dOGcJQCFZwARunRFAtoR80LPZC0D0iTxJulYgQLJLVG8NbP0/xxFr8SlAFUCxpx3+muwIQOm5ha5EoL4/djdPdchNFkAYldQJaGICQCf3OxQF+g5AdAzIXu/+C0CKsOHplYpGQC+jWG5ptRFAyVnY0w4/E0DNr+YAwdwBQPm9TX/2YwBAIXam0HntEkAYsrrVc1IDQCIa3UHszPE/W3wKgPGMEUCme53UlyXuPxlW8UbmkQdAWYY41sX9I0CWz/I8uNsTQFN5O8JpARVAz6Chf4ILEECb5Ef8ijXeP59ZEqCmVhlAhetRuB7FAUDo3sMlx90GQDxmoDL+PQNA/RNcrKhB9D+utmJ/2R0XQNXnaiv2NxhA9tGpK5+lC0DluFM6WP8IQJ8CYDyDxhFAwCFUqdmjFUCm0HmNXeIGQIidKXReIxNA4JwRpb0hEUAGnnsPl1wAQOJYF7fRgCdA499nXDiQ+D/QRNjw9IoPQOohGt1BbApALVvri4RWEUAAb4EExY8NQIasbvWcdPg/rORjd4ES6j9MT1jiAeX+P3pwd9Zuu9O/jBAebRwx+j+XVkPiHkvzP3NLqyFxj/8/QuxMofMaCUDx12SNegj7P8Ama9RDtAlAS6shcY+lB0BNZyeDo2QSQKK0N/jCZBBAahg+IqZE9T9B8WPMXSsiQNAKDFndKghADr4wmSpYLUAg0m9fB84kQNIdxM4UegFAvsEXJlMF7D9KKej2kkb+PzGZKhiVVPw/oDcVqTD2BEDxY8xdS8gFQEPKT6p9OgtAAmVTrvBuB0D6YYTwaOMPQCWvzjEg+wtA3sg88geDDECGONbFbbT3P6lqgqj7gPg/n1kSoKYW+j817zhFR/IkQHv3x3vVqhBApu1fWWmSCUCl942vPTP9PxUeNLvureA/pYP1fw5TFUCwrDQpBd0GQIE+kSdJdxhAyjLEsS5uAUBl5CzsaccMQIBIv30dOBFAxsTm49qQCkB0JJf/kL4FQP5l9+RhoQNAl+Kqsu+K/z8lQE0tW6saQNRH4A8/f+c/gSbChqdXBkCuR+F6FM4QQExxVdl3RQdAHOviNhpgK0B2VDVB1D0KQE5iEFg59ABACObo8XvbDkCIaHQHsbMMQBcrajANoxFAOxkcJa9OA0BrYKsEi+MVQOLplbIM8QJAjdE6qpogGkDZzvdT4yX3P3B31m670A5AVcGopE5gNkBiZwqd1zgTQNuizAaZZAZAxOv6BbvhEkD7y+7Jw4InQIbsF0dA4LS/Uu3T8ZgB8j8hAg6hSo0CQAOV8e8zzhZAVoLF4czvA0Dg1t081YEgQBK9jGK5RRNAGeJYF7dRBED5SbVPx6MJQGLboswGmeY/q5UJv9QPG0CSPxh47j30P9QOf03WaAxAj9/b9Gf/CkCWsgxxrEsHQJhMFYxKiihAUps4ud/BEkDowd1Zuw0UQIpZL4ZyogpAWK1M+KV+/j+F0nL7QE2sP8cRa/EpUCBAzsKedvirDUCADvPlBdjwP1OWIY51MQpAj8L1KFzPDEAZ4lgXtxEIQF+YTBWMyghAste7P96rFEDZzvdT4+UBQG/Tn/1IMRFAf9k9eVioEEAiN8MN+JwUQOuQm+EGvA1ATdaoh2i0EUCWlSaloNsFQP/sR4rIMAhADHbDtkWZG0DEIoYdxqToP1XejnBasANA4JwRpb3B9T8LXvQVpJkUQNsWZTbIZAdAzjY3pics+j8absDnhxEGQC1DHOvithJAeR7cnbXb9T9cPSe9b3z4P/jfSnZspBpApyIVxhaC+D/ZsRGI13UBQIOj5NU5BgRAQwQcQpVaBUBNZyeDo6QTQBlW8Ubm0RZAsb/snjzMNkDhC5OpglH6PxL3WPrQJRhALJrOTgbH/z9fQZqxaLoAQE60q5DyUxNA54wo7Q0+DEB5zEBl/PsFQOWbbW5MzxNAIjfDDfi8AkAlOzYC8Tr5PxYTm49rQwlAV89J7xsfDUBn8s02N6b8P+tunuqQmwtA8u8zLhwIFUCNf59x4QAAQIxn0NA/oRBAVwT/W8nOC0B324XmOq0SQC140VeQpgpA1ouhnGjX+z8DJnDrbp4NQA+5GW7A5wxATpfFxOZjE0CgMv59xsULQPXzpiIVRg5AD0WBPpGnEEBA9nr3x9sjQPqbUIiAAxFAFakwthCkH0ACZVOu8C74P60yU1p/S+0/zemymNg8HUCeXinLEAcIQD/jwoGQLPI/91j60AUVFEAkC5jArXsBQFLt0/GYAfc/f7xXrUx4BkAr3sg88kcGQLx5qkNuxgNAdO/hkuPOAkCCc0aU9qYaQAzlRLsKqfk/2ht8YTJVFEAjSnuDLywSQJ3X2CWqtxFAvW987ZlFHkBHj9/b9AchQPwYc9cSTlNAAfvo1JWPAEAN4C2QoLgKQDsZHCWvjglARbsKKT9JEUCzXgzlRLsIQBNhw9MrhShAjq89syQAAkAMWd3qOYkQQJrrNNJS+QFA1XjpJjFoJkDqIRrdQewOQNgN2xZltv0//vFetTIhG0B32ERmLnDPv5ijx+9tOg5AHThnRGlv+j+4I5wWvOj9P8xiYvNxrQNA2jhiLT5FGkAlBoGVQ4sOQOyGbYsymwhACTiEKjU7C0BkBirj3+cCQG3/ykqTEhBA8tJNYhAYDUDXaaSl8nYNQKVOQBNhQw5AQBNhw9MrDkDFrBdDOTEUQA5nfjUHyBtAKH6MuWuJG0AfSx+6oD4CQNbiUwCMxxJAluzYCMRr8T+VK7zLRbwOQJijx+9tegVAYi0+BcA4DED8byU7NoIOQEMc6+I2OhJAIy2VtyO8G0BWn6ut2P8fQHi5iO/EfCBABYasbvUcAEDuJY3ROir4P70d4bTgBQpAGH0FacZiBUBPWOIBZZMLQDojSnuDbxJAYYkHlE0ZIUAwKqkT0JQ6QMWsF0M5ERhAEF1Q3zIHFEB7oBUYsjoQQJsg6j4A6SNAJCh+jLlLFECiYpy/CcUHQGiz6nO1FQtA95LGaB1VAEDwv5Xs2AgOQKfLYmLzsRJAlgSoqWULEEDLEMe6uM0pQMPwETElUgpAaCJseHpFJUDZPXlYqBUQQExPWOIBpRJAbsDnhxGCCUDnUl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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[1]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[2]\":{\"__ndarray__\":\"dCSX/5B+A0DBkNWtnvMQQNcS8kHPJhVAEDtT6LxG+j+daFch5WcAQJIiMqzijfw/3EYDeAvkCEAHzhlR2rsuQCNKe4MvTClAATW1bK2vEkBa8KKvIK0VQO9yEd+JmRVAcm2oGOevDUAQO1PovMYAQJKRs7Cn3QRAXaeRlsrbEEBYqDXNO44UQEmil1EsdxRALXjRV5CmC0Dn+6nx0i0oQPTDCOHRRvU/rg0V4/xNGEAXK2owDWMVQIdQpWYP9AJA1SZO7neo+D96whIPKJv9P7STwVHyShJAucK7XMS3EEDrkJvhBjwHQOS9amXCTx1A5pZWQ+JeBkAJFoczv9oKQFwDWyVYXAlAdY4B2evdDEBo6J/gYoUFQDBkdavnpAZAPIOG/gnuBEDaIJOMnAUEQJdWQ+IeywxAUMJM27+y8z8ofoy5a4kTQDBkdavnpBZA5e0IpwWv9D8qqRPQRNgOQI+qJoi6zwNAcv4mFCLgDUBBnl2+9WHkP/WEJR5QthVA+MJkqmB0FUCGIAclzHQVQFwbKsb5WwhAEoPAyqFlGEAx0/avrDQIQMdLN4lB4ABAlUiil1EMEEAbEvdY+tAPQL6kMVpHVQdArP9zmC/vCUApeXWOAVkVQNAKDFndiiBAAU2EDU9vB0DzrQ/rjVrhPyntDb4wOTBANQcI5ugREEA6WP/nMB8NQLAgzVg0fRZAv7fpz34k8D9V+DO8WQPsP15ortNIixFAmpmZmZnZCEDpt68D55wyQLJoOjsZ3ABA7nw/NV46AUD4Nv3Zj5QNQFOzB1qBoRRAzEV8J2Y9DEBMpgpGJdUtQFd4l4v4zgxAlgSoqWVrBUAKndfYJeoAQIY41sVtNBRAAB+8dmnDuT/DDfj8MAIOQJ9ZEqCm1gtA7IZtizKbFUBPBkfJqxMXQCv7rgj+Nw1AtaZ5xyn6KUAu51JcVbYHQBO4dTdPtQBAd9uF5joNBEDhtyHGa97lPzRo6J/gIglAHxFTIok+E0DFrBdDOZEMQL0Yyol2tRFAjXqIRncQ/j+xv+yePCwFQDMzMzMz8xdAvFetTPglCEA+IqZEEj0NQC140VeQJhBAS+XtCKfFHUDM7snDQi0oQIV3uYjvRPw/KnReY5foDUCPqiaIus8hQNydtdsutBpApU5AE2EDDECF61G4HgUAQD0P7s7aLQNAFeP8TSgEHkCt+lxtxR4WQAM+P4wQfhRAswxxrIubB0BortNIS6UZQBY1mIbh4wBAOjsZHCUvBEAfotEdxE71P5TeN772rBFAT3XIzXBjEkDnq+RjdwHqPwWGrG713AZAnDOitDc4FUAUeZJ0zSQPQOT3Nv3Z7xFAmYHK+PcZ8T9FniRdM7kFQKLuA5DaRAVAt2J/2T0ZFkCLcf4mFKL6P3BCIQIOIQ1AlWWIY138EEBKJNHLKFYPQDTXaaSl8vs/duCcEaUdEUChLedSXJUFQNEi2/l+yilAmKPH7236E0A2k2+2uTHWv6VOQBNhMz9Ah8Q9lj70DUATfqmfN5UAQFA25QrvcglARz1EozuIDkBuwOeHEeIdQOZXc4BgLhhA/z7jwoEQE0DmBdhHpy4FQO317o/3agtAswxxrIvbGkBkdavnpHcfQBUA4xk09AtANzemJyxxBUDU8ZiByvgRQFK4HoXrMTxAkBSRYRWPEkCBJsKGp3cSQIzWUdUEEQhAeH+8V61MCkBV+3Q8ZkAWQLZnlgSoaQdANUbrqGpCA0AhWcAEbt0UQCdmvRjKiRZAybCKNzLPCEC7RPXWwBYXQGiR7Xw/VTJAvrwA++jUEkCLMhtkkhEMQO7rwDkjqhVAWWlSCrq93T+hEAGHUKUSQFLt0/GYgRtADRr6J7jYDUCnIhXGFoIIQPGAsilXGBpArKjBNAwfCUB6jV2ieisIQOCEQgQcYhhANgLxun4BCkBSYWwhyAELQFNcVfZdEfk/QBh47j1cCkAY7IZti3IIQA5nfjUHiAFA+zpwzojS/j/xnZj1YlgiQN5Zu+1C8wpAa4Ko+wCkEEB1yM1wAz4TQH5S7dPxmApAXkvIBz0bCEA8ZqAy/v0KQB6n6EguPxJApU5AE2EDBUC9HeG04AUBQPEuF/GdmBJAkX77OnAeM0CbAwRz9PjwPwYSFD/GvBZAOxixTwDFwL88iJ0pdJ4CQK7wLhfxPRZAkBSRYRXvEEA4Z0RpbzAHQB1aZDvfDydA0NA/wcVKF0DJWdjTDn/8P3npJjEILBJARs7CnnY4C0BlqmBUUqcFQGWqYFRSpwNASOF6FK4nIUAbnl4py7AQQNWytb5IaANA42vPLAmAIkBq+1dWmpQaQJKzsKcdfv4/lWWIY13cEUBO7ncoCrQIQHKKjuTyHwpATaHzGrskEUB8LH3ogroLQKHbSxqjtQRA4e6s3XbhAkB1H4DUJo4BQMGLvoI0YxFA46WbxCCw+T/36XjMQKUFQG8qUmFsofA/IR/0bFY9G0ByM9yAz48EQB1aZDvfzwhApBmLprOTBEC+amXCLzUQQNB+pIgM6wlAisiwijdyEUB7FK5H4foMQErvG197phFAnYU97fDX/z9kHvmDgScIQEdVE0TdRxFABd1e0hhtC0CEEmba/nURQMh71cqEXwdAiGh0B7FzCkCU+x2KAv36P5T7HYoCfQNAGOyGbYvyEUDmV3OAYE4BQPQau0T11gBA3QcgtYmT3T/4iJgSSfT4P7jpz36kiARAeQH20akrE0CvfJbnwf0XQBYwgVt3kxBAWOcYkL1eEECIEcKjjaP4P7pOIy2VdyBAE5uPa0OFFED4iJgSSfQGQILn3sMlR/c/J4Oj5NV5AEBPBkfJq/P/PzJaR1UTRAtAgsr49xkXBkBeaK7TSEsaQIqO5PIf8ihA9pfdk4e1M0DnGJC93j0HQKSqCaLuAwFAEF1Q3zInBUCFsYUgByUAQGQGKuPf5wZAT3Rd+MF55j8e3J21224PQJpfzQGC+RhACacFL/rKAEBvKlJhbCEFQBsS91j6EARAYYkHlE3ZF0DuWkI+6BkPQPEuF/GdWAVAF9S3zOnSF0DzqzlAMMcOQAIrhxbZbhZASDMWTWcnFUCXVkPiHosKQA1xrIvbaDRAJLTlXIqrCkCBCdy6m6chQOvFUE60ixJAzJcXYB99F0A1tWytLxIFQL7BFyZTxS5ADk+vlGVoE0B8fhghPBoIQJqxaDo7WQdAWDm0yHY+J0B4f7xXrYwgQKLRHcTOlOG/IZOMnIU9DUAXghyUMLMfQOm3rwPnzCVAeA5lqIqp7D+oOuRmuIEDQFch5SfVPgBAcoqO5PLfE0CunpPeN772P2iu00hLpQJAb/CFyVQhKUDEX5M16uETQM9r7BLV2wJAc0urIXEvEEAb2CrB4vAPQKLuA5DaxBBAEVMiiV5G/T9mZmZmZsYVQOF/K9mxsRRAngyOklfnGkCitDf4wuQBQPceLjnu1AlA26LMBpkkEUBxAz4/jBAAQMy0/SsrjQ9APzp15bO8/T8HQrKACVz4P1aalIJurw1AUU60q5CSF0CRLGACt24BQPwdigJ9ohBA001iEFhZJ0AZ4lgXtxElQObo8XubHhJAo68gzVi0EkCGrG71nFQRQPlmmxvTEwtAmrZ/ZaUJDkC2vkhoyzkLQK4q+64InhVANs07TtER/D8B++jUlU8SQEPnNXaJmiJAHcnlP6S/G0BqTfOOUzQlQPEpAMYzaA9AdbD+z2EeFEB9rrZif/kYQGb35GGh9ixAI0p7gy8MCUDjpZvEIDAAQEHxY8xduzNAmPp5U5HKDEBEqFKzB9oHQK1M+KV+nhNAD5ccd0qHA0DdQexMoXMIQADGM2joryNASkbOwp5WFEA0v5oDBLMIQGBZaVIK+gpAWWlSCrp9D0C2Z5YEqOkDQKpIhbGF4AlAi4nNx7WhEEAf14aKcR4cQJ268lmeRxtANsgkI2chBkA/HY8ZqIzyP4TYmULnNRlAzywJUFPLDkCKO97kt2jkP03zjlN0JBlAQMHFihrsG0C3RZkNMgkFQLWmeccpmi9AUgq6vaSx8T9F9dbAVskZQFpHVRNEXQlARtPZyeCoAUC70FynkVYMQPvo1JXPMghAT+lg/Z8DAkDmV3OAYI4FQDNt/8pKEwlASaKXUSw3+j/XMEPjiaDtP/w1WaMe4gRApgpGJXXCCEAoSddMvtkFQFX2XRH8bw1AL6hvmdPlC0CwyRr1EI0QQOLMr+YAwfI/eo1donpLEECmuKrsu+IOQFnd6jnpPQhA6PaSxmi9EkBOKETAIdQPQCF2ptB5DR5ALSEf9GyWDUAqHaz/c9gMQN2YnrDEwyFAv2A3bFsUEECRm+EGfP4CQEDBxYoarBtAD9HoDmInBECCxeHMr5YgQK6ek943fgpAtcNfkzVKIEAVb2Qe+UMBQDG2EOSgRARA220Xmut0A0CRD3o2qz4RQL5Nf/YjpRBAHCWvzjEAHkDzPLg7a3cFQPfHe9XKRA1AGTkLe9phEUBtqu6RzdXlP0GC4seYO/g/93XgnBElFUAuxVVl3xULQMi1oWKcfyBA6dSVz/K8F0CKk/sdiuIVQNS3zOmyuBRAWg2Jeyw9AEBXeJeL+M4DQKpla32RcBVAN3Fyv0MRBkAxsfm4NlT9P+wS1VsDOxFARz1EozuIC0CcFrzoK8j9P4tx/iYUghVAMgOV8e8zCEAVdHtJY7QJQMIv9fOm4hpAVG8NbJVgAECrz9VW7E8jQEDBxYoaDA9AOq+xS1RvCECinGhXIaUBQLMkQE0tOxBAK6T8pNpnAECygAncupsaQPbRqSufJRNAjkC8rl/QFECdS3FV2bcRQCpSYWwhaBBAYKsEi8NZBkAQO1PovEbzPz2bVZ+rVUBABOeMKO3NKkBgWWlSCjryP7+36c9+5A9AjC0EOSjhA0B+VwT/W4kTQOviNhrA2wBAfAqA8Qy6FkBOet/42nMFQIfcDDfg8wlAT+lg/Z+DEkALKT+p9mkSQL6fGi/d5ANASgwCK4eWMED8GkmCcIXiP/jCZKpgFApA3EYDeAvkCEAm32xzY1oQQAqd19glaglAER5tHLH2HkAqb0c4LRgTQKYPXVDf8hRAM1AZ/z6jDEA7/DVZo64jQD+MEB5t/BZALudSXFU2BECGyVTBqIQSQDpdFhObTw5A5fIf0m8fBUATLA5nfhUQQA6hSs0eaBNA0AoMWd1qDkBpqbwd4RQRQB0Dste7PwxA1hu1wvS92z8QdR+A1EYTQHKndLD+z+k/WVGDaRj+AEAWTWcng2MJQLQCQ1a3mhJAqaROQBNhCkCztb5IaAsRQMzTuaKUEOk/waikTkDTBUD/PuPCgRAJQJusUQ/RCBxARwN4CyQoE0BUUiegibATQGCrBIvDmRJAw/UoXI/CDUAg0m9fB84oQK+ZfLPNjQxAgEi/fR048D8YsrrVcxIUQE/pYP2f4xNATHFV2XcFCUDboswGmSQfQB2UMNP2DxRAdcjNcAPeFUD4pX7eVKT0P/bRqSuf5f4/Zd8Vwf9WGkCrPldbsd8tQEdy+Q/pt/Q/eVioNc0bQUDHLlG9NTDxP2e4AZ8fJhJAo+nsZHCUB0AlehnFcgsQQHlYqDXNexVAiqvKvitCBUDByqFFtjMvQP0wQni0sQZAs7W+SGiLD0DIDFTGv0/8P2K+vAD7SBJAMC/APjo1BkD2fw7z5YURQFDCTNu/8hFAmrFoOjsZFEB/EwoRcMgQQKOSOgFNxAZA6ZrJN9ucDkChhJm2fyUVQFoSoKaWLfo/yF7v/nivAkCNtFTejkAhQIwVNZiGoQ9AK97IPPKH+j+zKVd4lysUQHNoke18/wRAZr0Yyol2CEAtPgXAeAYPQGb35GGhdhdA3+ALk6liFkAkC5jArTsJQH1cGyrGOQFAvmplwi81DEC2oWKcv4nyPxhbCHJQYhFAJo3ROqqa/D/ulA7W/9kgQHTv4ZLj7hBAeNFXkGasGUAabsDnhxERQFZ9rrZivw1ArS8S2nLuCEBv2LYos8ESQPSJPEm6ZhJAyAxUxr8PEEBCIQIOoQoHQIW2nEtxlQpAiV5GsdzSCED5SbVPx/MiQFUTRN0H4BJAIQclzLQtIECEns2qz1UkQIzzN6EQYRNALuI7MevlGECcoiO5/AcPQMB4Bg390xJA3UHsTKFTF0DdQexMofP5P3wPlxx3SgZAGt1B7ExhBUDajxSRYVUBQAU0ETY8/QpARiV1AproEEBLsDic+fUWQHUCmggb3ghAeXWOAdmrAUD99nXgnPEVQCcxCKwcSjNAaR1VTRB1GUClSSno9pISQHnpJjEIbAtAxoUDIVmgIkDQDyOERzsWQJLoZRTL7RZAgT6RJ0mXCkBcctwpHUwjQM5THXIzXPU/ngd3Z+22EEDLZ3ke3F0AQDcawFsgoRNA5QrvchE/GUBFR3L5D2kaQCYeUDbligFAEd+JWS/mEUCjHqLRHYQPQGtlwi/1cwdAM/59xoVDBkA0SwLU1DISQMPYQpCDUg9Ab/Wc9L6xGEDDZKpgVPISQA9iZwqdFwNAR3cQO1MoGUBf0hito2oJQD6WPnRBffs/FHmSdM3kGEDuX1lpUsofQCo6kst/yAZAWp4Hd2eNIEDbiv1l9+QoQDDYDdsWJQ1AowG8BRIUCkC4kh0bgdgRQP0TXKyoQRRAm49rQ8U4A0DZPXlYqPUCQPuWOV0WEyBAGw3gLZDAEkARUyKJXuYjQDOny2JiswdA4nX9gt3wFEA/48KBkIwUQF1txf6y+wFAUAEwnkHDFEAMdsO2RZn0PyJUqdkDrQNApwUv+gqSFECFlJ9U+9QVQNydtdsu9BJAqtTsgVbg/z/iBnx+GOEfQNiBc0aUdgVA3C4012kEEUDvVSsTfikBQNrJ4Ch59f0/5KCEmbY/EMC+wRcmU4XwP+M2GsBb4AdAUiy3tBpSDkD7rgj+t9IJQEDeq1YmfPE//g5FgT4xFUCCixU1mOYUQNF0djI4yhNAFakwthAkEkCoNc07TlEQQDMzMzMzczZAqtTsgVYAGUDVBFH3AdghQCeloNtLWgtAHM78ag6QAEDVWwNbJRgSQIsaTMPwkfY/7PoFu2E7E0DBrbt5qoMLQHeBkgILYN8/SREZVvEmHUDb+X5qvHQqQBYYsrrVMwlAqtTsgVbgA0BkO99PjRckQKuy74rgPwZAbhea6zSCIUBA9nr3x/sRQHqqQ26GGxZAXTP5ZpsbBEC/1M+bilQRQJBJRs7CjiBAY2LzcW1oB0CJQWDl0IIrQLWmeccpOvA/W9O84xQ9EEAOvjCZKtgnQIUIOIQq9Q1A499nXDjwEECDo+TVOQbyP6IL6lvmNBJAHJlH/mCgA0DyJOmayXcQQPj8MEJ4dAtAAtTUsrW+AED6uDZUjLMCQNatnpPetwtAlYJuL2mM9T/Ughd9BWkHQDarPldbMfo/c4V3uYj/IkAIA8+9h4sDQGnGounsxBJAkUJZ+Ppa6z8JpwUv+goIQJD3qpUJ/wNAvRjKiXZ1EECbH39pUZ/eP8ucLouJzQ9A4gFlU65QFEDONjemJ2wDQJdzKa4qe/0/xEKtad5REEAKEXAIVWoTQKeufJbngQxAg0wychb2xD8e3J212+4GQKYnLPGAMvU/H5268lleDUAZkL3e/REYQF3+Q/rta/M/i4nNx7WBGECloNtLGoMbQEvqBDQRNg1AiQyreCNTFEBlNsgkI+cRQN2YnrDEQwxAQgkzbf9qE0AcfGEyVRAnQJ7vp8ZLlydALGUZ4liHN0BOKETAIZQaQHBCIQIO8SNAtI6qJoh6DkBj0XR2MvgPQFcm/FI/LxNAbeLkfoci9j+Nl24SgwAGQDLmriXkQwxAj3Ba8KKPFEBm2v6VlWYfQDKP/MHAsw1AT+lg/Z8jFECm7V9ZadL5Py0+BcB4BvE/m3KFd7lIFkCWBKipZWsGQG8Sg8DKIQhAdZMYBFZuLUDy7zMuHIgRQNj1C3bDtgtAHEKVmj3wFEA8FAX6RH4QQJ0Rpb3B1wFASMSUSKKXCEA4vvbMkgD5P7dif9k9uQxAxr/PuHDgFEALtaZ5x0kVQD3VITfDbRRAqwSLw5l/EEBClZo90AoDQHEDPj+M0A5AoP1IERm2E0BuUWaDTLL0P4wtBDkoYRpA3rBtUWbjGUBwXwfOGYEwQF1txf6y2yJAZkmAmlp2D0DTpBR0e4kbQJZDi2znew9ACtejcD2KEkDEzhQ6r9EQQASQ2sTJ3RdAmdh8XBuq/z90tRX7yy4LQCnQJ/IkiRdAroGtEizuHkAep+hILv/6PxsS91j6EAVA0LhwICTLEUDrc7UV+8sPQPTDCOHRxgFAB9MwfESMCECif4KLFfUVQAt72uGvyRxAuB6F61EcU0A9LNSa5h0mQGFsIchBCQhA/+xHisiwEEBq9kArMGQLQCp0XmOXCBRAqrcGtkoAIUCJ6q2BrXIeQCEf9GxWvSpA+aBns+qzBUDZzvdT42UQQAWjkjoBDRNAP6n26XjM9D+u2F92T54DQPuWOV0WUwpA9bnaiv1lEUAC1xUzwtvuP06c3O9QVA5A0vvG155ZEECreCPzyB8NQKOvIM1YFBRALq2GxD2WA0CbG9MTlrgUQM2SADW1bNw/dCSX/5DeMEC4I5wWvIgWQDdUjPM3IQNAY0UNpmE4B0AW3uUivhMEQOv/HObLKxxAn5PeN75WEUBx5ldzgOD/P8anABjPoPg/yNKHLqgPGUCRLGACt+4VQLMkQE0t2xNAzlMdcjOcBUDUmuYdp4gfQLu4jQbwFixA6StIMxYNCkDrkJvhBhwXQAgDz72Hiw9AGedvQiEC/T98REyJJPoPQPKYgcr4lxhAx/SEJR5Q9T+VZYhjXXwsQOQUHcnlvx5AnL8JhQg4B0DNdRppqXwTQBHHuriNxiVAFAX6RJ7kBkA1KQXdXlL5P1mjHqLRXRFA2IFzRpQWKEAVdHtJYzQOQH6MuWsJyTpAAB3mywuwGECFfNCzWTUtQG/whclUYRdACRueXinLNUC2EOSghFkgQPj8MEJ49BlAat5xio5kDUAnFCLgECrzP+5Cc51G2gNAXhH8byW7AUCthsQ9lv4JQHUCmggbnhpAHZQw0/bPG0CetdsuNFcaQNrJ4Ch51RZA9Wc/UkRGDkCWlSaloBsHQOC593DJsQZAFk1nJ4PjDkDW4lMAjAcUQFJ+Uu3TMRVAgc8PI4RHBkDAPjp15XMVQI1iuaXVkApApU5AE2EDG0CGIAclzDQIQJ1GWipvhwBAti3KbJD5IEBqwYu+grQAQCJseHqlDDBAjxmojH+fEEAai6azk0EfQGjon+BiRQxAcTjzqznAGUATYcPTKwVBQMPTK2UZIgJAlIeFWtNcGkDQYb68ADsLQCI3ww34PAdAn3b4a7LG/D+8BRIUP4YcQHrCEg8oG/w/ofgx5q6FKUD4cMlxp7QXQGlSCrq9pBFA9S1zuixmAkDRyyiWW1oGQH9qvHSTmANA/+cwX14ACkDe5SK+E5MUQJfiqrLv6hdAboYb8PnhA0DEd2LWi6H7PwStwJDV7RRAo68gzVh0A0AIqkavBijoP4TYmULn9QxAdCSX/5D+CEB/9iNFZJgCQOhNRSqM7QlA0h3EzhR6AUCthsQ9lj4WQCGwcmiRLSlA7bYLzXVaFUBTrvAuF/EIQIYgByXMNAxAqvHSTWLwH0CADvPlBdgXQM07TtGRXBlAYB+duvKZD0AeFmpN884NQOfG9IQlHgdAozuInSm0BkAqdF5jlyj+P6VOQBNhYxVAd/NUh9xMAEBAMEeP3xsTQB2s/3OYbxlAUU60q5ByE0AGKuPfZ7waQHNLqyFxDwZAr5l8s83NBkBlNsgkI+cQQF3cRgN4CwlArYbEPZb+EEBTrvAuF3EOQIvgfyvZsQ1ATTJyFvZ0FkAVHcnlP4QRQAwCK4cWOSpAHxDoTNpU5z8tYAK37qYGQE0tW+uLhBpAaTUk7rE0EEDNdRppqbwRQOAQqtTswQBAVft0PGZgBUB0tRX7y144QIEExY8xtwpAXaeRlsobFEApBd1e0tgIQD/G3LWEIFBADOpb5nQZE0BPr5RliMMrQDQRNjy90glAVoLF4cxvEkC1bK0vEnoSQAskKH6MuQFAW9O84xS9JEDqIRrdQWzsP3WTGARWTgdAB1+YTBXMGUDyBwPPvccLQOvFUE60SxdA/3ivWplw9z9+jLlrCTkEQGsr9pfdE/0/e6AVGLL6EEBN1qiHaHQGQG7A54cRAhRAbvdynxwF2T+6SQwCKxc5QN481SE3IxNA5SfVPh1PBUDIQQkzbX8KQHke3J21mxBABDkoYabtC0AfhetRuH4RQCzUmuYdJ/E/Gy/dJAbBJkBLk1LQ7YUQQFeVfVcE/wBAuarsuyL4/D96Nqs+V9sOQDVeukkMwidANLqD2JlC8j9aZDvfT+08QCbfbHNjOhJA0xOWeECZAEDOGVHaG7wSQAiUTbnC+whA2zNLAtTUCkBoImx4eiX/P67wLhfxHQhAKbNBJhl5AED+Q/rt6zAhQFQ6WP/ncBNAn5PeN762DUDytPzAVR7jP1QdcjPcwAVAlPsdigK9BkAvNNdppMUbQJT7HYoC3RFAmxvTE5Z4F0CTUtDtJY0WQPceLjnuBCBAbjSAt0DCEkCy9KEL6lsLQDW1bK0vEhhAJ/c7FAX6EUADeAskKJ4WQB/Xhopx/gNAUaBP5EnSBkAJ+aBns4osQLRZ9bnaCg9Av7fpz35kBUAs1JrmHWcrQJyiI7n8BwdAOdbFbTTACkDogvqWOV37P/yMCwdCMgNAA2A8g4Z+8z9aKm9HOP0jQGjLuRRXlQ5AmZ6wxAOKD0BcGyrG+ZsJQL0A++jU9RZATmIQWDl0CEBRg2kYPuIOQMxdS8gH/QlAnYAmwoaHMkAh5SfVPh3zP7pOIy2VdwJA/IwLB0JyD0Boy7kUVxUFQBNE3QcgtQNAPGu3XWiOHkAhAg6hSm0bQLPNjekJCxZAFxIwury56b/wMy4cCAkfQMwolltazQdAQbeXNEYLE0ANjpJX55gTQJRqn47HDBJAGjT0T3BxC0BfmEwVjMoLQH0FacaiqQZApIgMq3iDHECsHFpkOz8UQD90QX3LnARAvjCZKhgVAkA51sVtNAACQIIclDDT1hdAjWK5pdWQEUBz1xLyQc8QQO/Jw0KtKRFAI4RHG0fMEkAurYbEPVYEQOiC+pY5nRhAotEdxM5UAUDxgLIpVzgDQMDnhxHCo90/TyDsFKsG3j+C/61kx6YQQG8qUmFswRZAQWX8+4yLG0CvQspPqv0NQCV6GcVyiwJAmrFoOjtZG0BeS8gHPZsPQI2chT3t8ARApUkp6PaSC0Bi+IiYEikdQO3T8ZiBSv8/c51GWiqvDEB9Ik+SrlkLQATnjCjtzSxAJZLoZRQLCkDgnBGlvUEBQFvOpbiq7PY/Kej2ksaoAkCRm+EGfH75P/IMGvonGBFAA1slWBwODkB3oblOI20DQFsIclDC7BxAEk4LXvQV9T8JG55eKQslQI+qJoi6DwFAERlW8UbmDUC+TX/2I6UUQJaVJqWgOxBAXANbJVgcBkBY4gFlU64KQNzXgXNGBCBAttsuNNfJEEBnuAGfH0YAQLr3cMlxpxBAhlrTvONUEUD4cMlxp/T8Pwqi7gOQmgtAuYjvxKwX8D/hQEgWMIELQBWRYRVvZBNA1xcJbTkX8T/Kw0Ktaf4bQB8RUyKJPhdA9KYiFcYW9T/2fw7z5UUXQDcawFsgQfw/OGdEaW+QQUCuR+F6FG4NQFmLTwEwXgRAsKw0KQWdDkAPRYE+kYcQQCno9pLG6BNA4iNiSiRRCkBcVfZdETwDQDo7GRwlbwhAcHfWbrvQIUAjvhOzXkwDQIdQpWYPVBtAFmpN847T8T8mqrcGtkoLQGGOHr+3aQ9AlQ7W/zkME0CyS1RvDWz9P2Afnbry2QFA2xZlNshkCUAJ+aBns2oAQCk/qfbpOARAarx0kxgEMkDDR8SUSKIGQLiSHRuBmCBAZFjFG5nHAkCDNGPRdDYIQHLEWnwKQB9A0SLb+X7qDECTqYJRSR0lQLdFmQ0ySQZAVWr2QCtQEEAjZ2FPO+whQLq9pDFaBwRANnaJ6q0B9T/mP6Tfvg4HQKfoSC7/ESBA8BZIUPz4FEDhKHl1jkEJQGQ730+N9xRAVryReeRPAEBSYWwhyIEgQAdCsoAJXPY/tDnObcI97T+M1lHVBFELQH9N1qiHyB5ASx+6oL5l+j+ns5PBURIbQLdFmQ0yiRlAHNMTlniABEBdv2A3bFsEQFiQZiyaLh5AgufewyWnE0A2yCQjZ+ELQCv2l92TZxJAmC8vwD5aE0BxyXGndHAXQARws3ixsOI/Mj1hiQfUAED/PuPCgRD2P+p4zEBlPAdA7FG4HoUrEEBLsDic+VUIQKG5TiMttRFAJvxSP2+qC0DSNZNvtgkgQM8UOq+xy/Q/D5wzorT3EUAna9RDNLoEQNlfdk8edhZAjXqIRncQEUCbVZ+rrbgVQOxRuB6FqwFAnRGlvcGXFkC4QILix5gTQODW3TzVIQxA2IFzRpR2+z9GCI82jvgQQK6CGOjal+s/rWnecYqO+D9RFOgTeVIDQFpHVRNEHQNACoDxDBoaFEAuc7osJrYIQF6dY0D2WhNAK9mxEYjXDUDCL/XzpuIGQNhHp658FgpAFjWYhuFjEUBjtI6qJsgYQCUGgZVDqydAduCcEaU9J0CQHQpVIGmqP1CNl24S4yVASKeufJaHEEBOKETAIfQVQPD5YYTwqA1Af9k9eVjoBEDg88MI4dEEQGCrBIvDGQNA/isrTUqBBEBLyAc9m1ULQFPL1voioQxAMA3DR8SUEkAJOIQqNfsAQOwS1VsDGwlAITzaOGKtH0ADPj+MEN4JQKXap+MxAxFA04cuqG8ZDkDJdr6fGi/0P/63kh0bwQxAI74Ts14M/j9tqBjnb4IHQN+mP/uR4gNAUPwYc9dSE0AVAOMZNHQEQOXtCKcFrwtAscBXdOs16j80ETY8vZIGQDjb3JieMBBAf2q8dJP4J0Aep+hILh8tQCBj7lpCfhlAr5RliGP9JEBHPUSjO4j+P0w3iUFgBRpAx7q4jQZANEAJFoczvxr6P/EpAMYz6AhACTiEKjV7+j9iodY07/gMQLjpz36kyAtAiGNd3EZDA0ChuU4jLTUQQKMjufyHtAhA9P3UeOmm8j9M/bypSEUJQB3J5T+k3xVAGLK61XNSAUDcSxqjdZQYQIo8Sbpm0hNA9Pi9TX/2BkCqAv+lVqm0P0ymCkYlFS9A/+cwX15AB0CH4SNiSuQAQAWIghlTsN0/jNtoAG/hKUBD/wQXK+r0P2iR7Xw/dRVAPq4NFeN8/z8U6BN5krQGQLMHWoEhK+o/v0NRoE+kBUBMjjulg/ULQJeQD3o2aw5A1EM0uoPY+T8BGM+gof8MQKhSswdawQNA3pOHhVqTQEBkWMUbmWcfQPlJtU/HIw9AL4Zyol0FCkAprir7rggEQBdIUPwYEyZA7KNTVz6LBUBx5ldzgCAMQLDJGvUQLRNA9Zz0vvH1CUAom3KFdzkTQMxAZfz7zANA0XR2MjhqHkAI5ujxe5sFQPAWSFD82B5AI9v5fmp8DEAAVHHjFvPeP6/OMSB7vQZAuJIdG4H4C0ApyxDHupgmQH/Bbti2KPQ/c2iR7Xy/EEDoaiv2l31BQP2k2qfjMQdAbkxPWOKBA0AErcCQ1S39P6AVGLK6VQlAlfHvMy5cCUDEWnwKgBEWQEku/yH9NgZAwXPv4ZLjBECiXYWUn1QKQFXBqKROwCBAk+NO6WD9/j86deWzPE8AQDbqIRrdgQ9AlQ7W/zlMEkBznUZaKq8AQGxblNkgUxJAREyJJHpZEUBVMCqpE5AMQJMbRdYaSu0/CYofY+5a+T8xQni0cYQCQOUK73IRX/M/VDVB1H0AEEDPZtXnaqsVQJnYfFwbShBAXDgQkgVMBUBI4XoUroczQLXDX5M1ChRABi/6CtKMAUDcSxqjddT6P0+Srpl8sw1AF9nO91NDFUDaOGItPsUEQPXWwFYJFg9Aayv2l90zJEDJk6RrJl8GQFInoImwoQBAVwT/W8nOB0Df+NozSwIKQKzFpwAYTwxAEarU7IHW+z/3Hi457pT5Pw1Uxr/PeAdAKe0NvjCZA0D2C3bDtkX/PwGkNnFyPw9ADOpb5nSZA0DFckurIfEKQHeBkgILYOi/41MAjGfQBUBg5dAi2zkHQPXb14FzRvI/OEpenWMADUAtIR/0bNYbQMpPqn06XgNAfjoeM1AZIUAJG55eKasUQFuZ8Ev9PBZAWBzO/GqOCEA2k2+2udEXQFw4EJIFjA9AveMUHcmlHEDwUBToE1kRQO49XHLc6QdAqDXNO07RCUDCL/XzpiIUQDOny2Ji8/A/VB1yM9yACUAH8BZIUJwQQGSvd3+8lw1A02pI3GPp/j+EKjV7oIUjQOrKZ3kenA9AvYxiuaXV8T+bIOo+AAkUQEAYeO49XPA/rp6T3jd+AEAqAMYzaGgPQIo8SbpmsglAmKPH7226AECbj2tDxQgiQItPATCeARdAl8rbEU6LBkAAAAAAAMAqQOeMKO0NfgBAOC140VdQIEB5HtydtdsNQHC2uTE9wRBAjZyFPe3wDECsHFpkO58TQGXkLOxppxpAlWWIY138IUAk0csolpsNQETAIVSpeRNAZmZmZmZmEEAc8PlhhHAEQACpTZzc7wdATMPwETElDEAKur2kMVoAQMVyS6shERVATfOOU3SkAEAqkUQvoxgcQEQ0uoPYWQtAUWaDTDJyB0BwCFVq9mATQPiNrz2zJAtAeTvCacFLHkCwVYLF4RwhQA7bFmU2iBBAEFg5tMg2JUCKAn0iT5IVQPcGX5hMVQZAZRniWBcXLUCMoZxoV+EYQPw1WaMeIv4/a32R0JYTFkDs3R/vVSsIQCC1iZP7nQBAvFzEd2JWFkAU0ETY8EQ/QDQuHAjJAg9AqrcGtkpQHUDhfyvZsVEKQII5evzeZgNAdnEbDeANMUDVz5uKVNgOQHrCEg8oexBA/B2KAn3iIUDizK/mAKEVQFJhbCHI4RVAGD1cFyO3sz965A8GnnsHQJPGaB1VzRJAf/s6cM4IC0BClZo90EoVQEFIFjCBGwJAGlHaG3yhAECWB+kpcojhP8R8eQH2Ufo/wVYJFoezCUCinGhXIcUeQL72zJIAdQFAlfHvMy7cA0Boke18P1UQQFMFo5I6IRBA0VeQZizaA0DWbrvQXAcjQHgLJCh+XE5AlrIMcazrJEC9qUiFsQUMQMNkqmBUkglAGjT0T3BxGEDHuriNBkRUQCvZsRGI1/S/LxfxnZhVHUD4GRcOhGQAQCjyJOmayQhAx/SEJR6QGkCTqYJRSX0RQJZDi2zne/8/SWO0jqqm/z++wRcmU4X7PxYwgVt3cxxAMbYQ5KDEB0C6TiMtldcTQNMzvcRYJu8/3BFOC16UFEB1kxgEVs4SQNzXgXNGNBJADhDM0ePHIEBB8WPMXQsKQGItPgXAOA5AoFT7dDymAUDg1t081SESQFtCPujZbARAg24vaYxW/D9cVfZdEXwCQCL99nXgfDFA2PD0SlmGEUA5nPnVHGAEQKVJKej20gNAD5ccd0pHBkAHJcy0/UsWQAtBDkqYqQxAZd8Vwf+WEkCjI7n8h7QWQJccd0oHawRASaKXUSx3BkCWsgxxrGspQIM0Y9F0dglAcTjzqznACECuEiwOZx4QQHU8ZqAyfgFAu+1Cc51GAUD2I0VkWMUYQCJseHqljCdAJJwWvOjrAUAxX16AfTQRQAwfEVMiaRlAmbuWkA+6CEDek4eFWtMpQCmuKvuuaCFAiIVa07xDJEAxmSoYlbQqQOC593DJMQpAwa27eapjFED9n8N8eWESQJqxaDo7GRFAn6ut2F92CkBORSqMLQT/Pw3gLZCgCCFAVRhbCHJQEkDRlnMpruoJQCv7rgj+9wRAnG1uTE84IUDV52or9hcOQFKbOLnfoQRAet/42jNLAEAj+N9KdqwCQHeE04IXvQZA9rTDX5N1DkAW9rTDXxMRQKqCUUmdIBxAEojX9Qu2BkBTBaOSOqERQIf58gLsI/c/gnNGlPbGEEDIe9XKhP8aQDpdFhObLx9AMA3DR8TUAkDnb0IhAn4gQNAn8iTpGu8/rOKNzCN/BUCGVbyReaQKQBVvZB75gxhAXyS05VxKCEBw626e6pAMQF+YTBWMqhBADmd+NQfICUBgqwSLw1kIQALZ690frxVAN4lBYOV4YUAxmSoYlbQSQDKs4o3MoyJAaMu5FFcVG0AdcjPcgE8aQHXIzXADPgZA5fIf0m+fBUC/gjRj0bQgQC0JUFPL1gpAuK8D54xoBkAYCW05l5IhQM11Gmmp3BNAQPuRIjIs/j8TRN0HIDX+P+53KAr0SQJAP1dbsb+8IkCx4emVsgwPQA9iZwqdFwRAtKuQ8pPq/D8oDwu1pnkLQCdr1EM0WhpAEwoRcAgVC0BnuAGfH0YSQIts5/upURRAPDHrxVCOD0B/MPDcexgiQJXUCWgirAxAZ/LNNjemC0BeEfxvJbsiQG6jAbwFshJAqvHSTWLQBECoV8oyxPEIQO/mqQ65WQtAkzoBTYStNkAOEMzR47cCQDfg88MIYfU/Vp+rrdifCEBkQPZ69wcRQCpvRzgteA9AWBzO/GrODEDbv7LSpNQJQK98lufBHRNAQiECDqGKFEA8iJ0pdF4QQIsyG2SSEQVAob5lTpeFCEDTakjcY6kTQI2XbhKDQDJAofgx5q5lEUCXVkPiHnsiQHVZTGw+Lv8/EVMiiV5GGUC/ZU6XxUQEQJoIG55eqQ9A6X3ja89MEEAlehnFcksHQLMHWoEhKwZAqOMxA5VxAUA1Y9F0dsIjQD9XW7G/zBVALhwIyQKmCkCkiAyreCMOQOzAOSNK+w1AjX+fceEgGUCLGkzD8FEBQGzsEtVbAxdAdc3km22uCkCfceFASFYEQD7NyYtMwNQ/Vdl3RfD/DEA9fm/Tn30XQOviNhrA+xRAMc7fhEJEEEDVsrW+SAgYQJSkaybfLBFAI9v5fmo8B0BqGD4ipuQfQAwCK4cWmSVAh9wMN+ATE0AXK2owDQMeQHLcKR2svwJAMo/8wcCzBkBEhlW8kXkLQEM50a5CSghAW+uLhLY8FkAP0egOYmcEQD90QX3LHAtA46WbxCCwGUBkXdxGA3j9P0d3EDtT6BFArrZif9n9KEA9CtejcB0nQJHQlnMpLhNA5zqNtFTe+T+gNxWpMPYFQKZEEr2MIgtArUz4pX7eBUAnFCLgECoIQCR/MPDcuwFAecxAZfz7+z+bG9MTljgSQIwtBDkooQ5AfeiC+pZ5HEAwDcNHxBT+P/PIHww8twZA/reSHRvBE0Dij6LO3MPvP8zuycNCzRRA42vPLAmQD0D8U6pE2dvnP7nCu1zEtwFAttsuNNepC0AU6BN5kjQHQE3bv7LShCFA5gXYR6cOEECqfToeMxAMQDnRrkLKzwZAxqcAGM/AEUA2k2+2ufEDQGvUQzS6gwhAjliLTwGwA0C9NbBVgsUTQGe4AZ8fBgxApgpGJXVCD0BiLT4FwHj7PzRLAtTUsgtACr/Uz5uKG0C1VN6OcBoEQDwUBfpE3hNAT0ATYcMTBUCV8e8zLrwQQE5FKowtRBBAKh2s/3MYD0AsfeiC+pb7Pwr0iTxJehVApDZxcr/DBUCxxAPKplwaQAQ6kzZV9+I/eqpDboZbDUBLPKBsytUZQNszSwLUNBRAMQisHFpkB0BHPUSjOwj4P0bOwp52eApAh4px/iaUG0DfN772zDIWQN2YnrDEYxFAp5GWytvRFkDNzMzMzEwOQG8vaYzWEQ1AVDVB1H2A+j/PSe8bX1sRQNatnpPeNwdArkfhehSOHUBZTGw+ro0IQIeKcf4mlAtA8UbmkT8YAkBWgsXhzK8NQEJ4tHHEOh1A845TdCQXB0BFZFjFG7kRQCodrP9zWAlApMfvbfqzCEB5I/PIH6wRQOY/pN++zgpAGXEBaJQu6D9Iv30dOIclQJoIG55eaQVABYvDmV/tEUC3tBoS95gEQESoUrMH2v4/okW28/2UC0Dr4jYawFsgQFxV9l0R/A9AQxzr4jZaH0DtDb4wmaopQGiR7Xw/9RZAt7QaEvdYBEBgkzXqIRr7P0Rpb/CFyQRAYhVvZB55/T9+VwT/W8kHQE2h8xq7RA1ApFNXPstzBkDg88MI4ZEDQCL99nXg/BBA6lvmdFnMHEBcGyrG+RsOQFFOtKuQcgtA5BQdyeV/F0BCQ/8EF8sUQM7fhEIE3BZAB+v/HOZLDkALYwtBDioWQIenV8oyBBpANGjon+Bi8z9/wW7YtqgFQDJVMCqpk/c/BW7dzVNdE0BmvRjKiVYUQCOERxtHbBdAxJlfzQGCA0AplltaDQkTQGyVYHE40x9ABkzg1t18FkB3+GuyRv0GQJCg+DHmrs0/NEsC1NQy+z8+7fDXZI0EQDiEKjV7oAZAqn06HjOwEUAkKH6MuesAQJhRLLe0+hJAgjl6/N4mEEDJjo1AvM4TQINRSZ2ARipA3UHsTKFzA0AAjGfQ0H8IQBfxnZj1IghAnWhXIeVnA0CdLouJzQcWQBNE3QcgFRlAN+DzwwhBEEB47j1cchwNQAwHQrKAyQBAbeLkfodiBECO6QlLPCALQIy+gjRjEQtAwTkjSnsDGECQTl35LA8HQHWTGARWDhVAfh04Z0QpEUAXt9EA3uIVQA9iZwqdlw1A8x/Sb19HAEDSNZNvtnkNQI2XbhKDQBhAgJpattaXGEDp8Xub/iwAQH0FacaiqQ1ApN++DpyzE0BfXoB9dGr5P2PRdHYyuAxA6s9+pIiMBEDJcad0sD4QQIrlllZDYhdAcjPcgM8P+D/B/1ayY6MWQAhyUMJMGwFAyLWhYpw/DUDqspjYfPwSQAWjkjoBPTVAxCXHndIBEECg/UgRGdb9PwfwFkhQvCZADM11GmmpAEC2EOSghNkCQB9oBYasrgdAxJlfzQHCCEBybagY5y8CQKvP1Vbs30RAiJ0pdF4jDUAlr84xIDsVQMLc7uU+Odg/pWsm32wzCkBRpWYPtIIOQDxrt11obg5AtKuQ8pNqAECBsilXePcRQJGb4QZ8fhBAttYXCW1ZEkD/snvysPAWQLIubqMBDDZAeLRxxFo8BUBZbmk1JG4KQFeVfVcELyBACJRNucI7/T8OT6+UZYgLQODW3TzV4Q1An6pCA7Hs7T+yutVz0nsLQOkOYmcKHRNAChFwCFXKFEBIwylz8w3uP7IubqMBbCFA/yH99nUgEUDImLuWkI8MQJYEqKllawVAIO9VKxP+A0BGsdzSaogJQAQ5KGGmrQtASS7/If32+T/AstKkFLQKQPw1WaMeohFAn5PeN762FEDW/znMl/cdQBTQRNjwdBRADqFKzR7oAUCIRncQO5MAQPM8uDtrtxRAdCSX/5AeEECCyvj3GVcBQDEIrBxaRCxAclDCTNtfGkCdEaW9wZfxP3FV2XdFMBJALXjRV5BmBEDtKqT8pNoEQLh1N091yAlAxQPKplyhAUA+XHLcKb0cQL2pSIWxpRZAIeUn1T5dAUArhxbZzvckQD+p9ul4bBpAO99PjZduEUCh+DHmrqX4P4EmwoanVxNA0sYRa/FpCkDY8PRKWUYEQAEYz6ChPwVAwRw9fm+zFED4wmSqYNRBQOgwX16APQJApWsm32xzEEANq3gj84gTQCWvzjEg+w9AhetRuB4lJ0A5ud+hKPAYQH3LnC6LSQdAdjdPdchNF0C6ZvLNNjcPQApoImx4uhVAuDtrt12oDEDdByC1ifMbQEj+YOC5dwhADtsWZTYICkAqV3iXizgDQL7Z5sb0pBBASfQyiuU2EkCkcD0K16MrQPAWSFD8GPc/+WabG9PTCkBy3CkdrP/5PyO+E7NejAdA4Nv0Zz/SCUAKndfYJSoNQMQI4dHGEQZAuYjvxKz3GUDNr+YAwZwGQO317o/3ag1AXRYTm49rD0BxcVRuopbWPxdIUPwYkxNAe2tgqwQLC0A1Bwjm6LETQNxLGqN1FBhA3+ALk6nCGkDo2az6XK0SQOdvQiECjhVANqs+V1sRGUCze/KwUOv9P6z2dmyAqVG/uqRquwk+4D9MpgpGJTUIQOauJeSDXgBAghyUMNMWFkAE54wo7W0mQN8a2CrB4h1A1H0AUps4FkAO+PwwQnj+P4wVNZiGgRZAjNZR1QRxEUBj7lpCPugRQKgY529CoRdA1xLyQc8GEEA5KGGm7R8PQHhi1ouhHB5AwM+4cCBkDUBZhjjWxc0QQJOMnIU9LQJAdmwE4nW9AUAwgVt387QSQCWS6GUUiwxA097gC5PJM0Ce76fGSxcvQBL3WPrQhQJANKK0N/hCBEAeFmpN844RQMucLouJTQBAVaTC2EKwGECfq63YXxYZQI1F09nJoAtAkX77OnC+PUAZxXJLq2ENQJPGaB1VjQdAGGAfnbryDkB2cRsN4C3+P6rx0k1ikARAEarU7IEWAEDttgvNdZoWQDZZox6iUQpAAAAAAADAE0BwfO2ZJQEIQE7RkVz+szFADkqYafu3EUBu3c1THXIGQG3F/rJ7sgtAqG+Z02WBIUAtsp3vpyYYQO1HisiwCghAp658lucBAUB+GCE82jgOQKyowTQMnw5AImx4eqVsCkAkfzDw3NsRQD4FwHgGLRRA28TJ/Q7FBUBlGeJYF7cnQEwao3VUNR5Ac4Bgjh5/AUCInSl0XuMNQO9VKxN+KQBAUiy3tBrSBUBe9BWkGYsiQKyL22gArwtAaw2l9iLa2j+693DJcWcIQCV1ApoIGxBACYofY+4aI0BCsoAJ3HoFQMucLouJDRNAXyS05VyKCUDVITfDDXgSQPtcbcX+cgVAAFKbOLnfCUAFFytqMM0EQIKo+wCklhxAx4Ds9e4PEkDmeXB31s4UQBiyutVzUghAj41AvK5f/j/HLlG9NfAHQJWfVPt0vAdAWhKgppatBkBfRrHc0modQCSX/5B+uwBAww34/DCCDkCCkCxgAhcSQHZsBOJ13RZA/RNcrKjBAEAMk6mCUakQQA4V4/xNaBdACYofY+7aDEC8kXnkD8YHQACMZ9DQfwBAkdWtnpNeEkDVBFH3AUgFQMZtNIC3wAdAucK7XMR3DEA1Y9F0drIGQJ92+GuyhgxA2NMOf03WB0AtYAK37qYHQFExzt+EQgVAnil0XmMXA0CHFtnO99MhQHjuPVxyPBFAK6T8pNpnCkCAYI4ev7cFQGItPgXA6CBAsTOFzmvsBEDvchHfiZkKQHdn7bYLTRNAU9DtJY2RDkAXSFD8GPMdQGebG9MTFgJAoFT7dDwmGECZKhiV1IkIQGgFhqxulRJA1cqEX+rnA0BEozuInekEQAvvchHfSQxAMZkqGJU0LkDVCWgibKggQD7QCgxZHQtAKqkT0ERYBUCW58HdWfsGQP6arFEPkQFAkst/SL8dJkBseHqlLOMaQBx8YTJVMARA1cqEX+rnD0AF3V7SGC0LQKHzGrtElRVAc9cS8kEvJkBXPsvz4O78PwWjkjoBDQxAPX5v05/9+D/EsS5uo+ETQKjGSzeJgQxAl1ZD4h4LAUAe4bTgRd8IQC9RvTWwVRJA6xwDstc7FEARAYdQpQYQQPBt+rMfKQ9AHZQw0/Y/IkBTBaOSOuE0QJNX5xiQ/QdA56kOuRmOGEAjoS3nUvwQQJGb4QZ8/h5AwXPv4ZJjAECVZYhjXTwQQPuWOV0WE/k/+HDJcac0D0BKRs7CnjYTQJUrvMtFvBJAGLK61XPSHkAPYmcKnVcHQNF5jV2iugNAryXkg54tEUChSs0eaKURQOQUHcnl3xdADcNHxJSIE0A75Ga4AZ8NQAhVavZA6wtAtrkxPWHJDEB+qZ83FWkNQPD5YYTw6AxAHAjJAibwDEAofoy5a8kZQNIYraOqiQxALq2GxD1WBEDX3TzVIfcOQCWvzjEg+wZAUAEwnkHjFUCrlQm/1M8NQAH20akrHwVAHAjJAiZw/z9EF9S3zEkVQJRNucK7nAdAKEnXTL4ZBUAzG2SSkfMIQL9DUaBP5P4/HvmDgedeCECd19glqrf3P5J55A8GngFAmKPH7236+z90QX3LnG4FQKvnpPeNL/I/eekmMQgMFkBfXoB9dCoGQABvgQTF7xtAxoUDIVlADUCoHf6arNH3P7IRiNf1yw1AYJM16iHaDECVn1T7dHwBQNXPm4pUiCNA1/oioS1nB0BlNsgkI+cdQEpBt5c0BgZAC7Wmeccp/D82k2+2uZEVQFFOtKuQsghAVkj5SbUPBEBHVRNE3acfQLmNBvAWCAxAVp+rrdifCEB2VDVB1P0NQJIFTODWXRxAxHx5AfbR/D/gSnZsBCIMQDf92Y8UEQFABJDaxMkdHECvmXyzzQ0WQItPATCeAQFALc+Du7PWHkDBHD1+b/MVQEQ0uoPYmQhA7ginBS/6BkBCJhk5C5sWQCBB8WPMfSdAAfbRqStfD0DO/GoOEEz+PyR/MPDcewdA/+xHisiwFEB/3lSkwjgVQM6qz9VWTBFAxcn9DkUBA0C4rwPnjOgFQB13SgfrnxlAbm5MT1hiAkBIxJRIoschQHqlLEMcuyFATWcng6MEEUBjf9k9eRgIQJAUkWEVLxJAKA8LtaY5DkAL0oxF0xkAQAMmcOtuXhFAio7k8h/CM0BzY3rCEg8SQHPXEvJBDxxAwZDVrZ6TBkCg/UgRGZYCQDSAt0CCghFAbJVgcTizB0BoImx4eoUoQCXpmsk3OxFAWd3qOekdFkAaFw6EZKERQLJjIxCvqwpAPwCpTZzc/D+Wz/I8uHsMQHdKB+v/vBBAMIFbd/MUAUAJUFPL1vrzP/5D+u3rAAxA097gC5NJEkAhk4ychT0jQP8EFytqMP0/IEHxY8xdEkCkGYums9MYQCKrWz0nPQJAie/ErBdDA0DAlezYCET3P4BIv30d2CZAJ6Wg20uaEkC9APvo1FUPQJHtfD81fhVAjswjfzDQE0Bl3xXB/5YIQC9pjNZRdRhAdO/hkuMOAkDEzhQ6r7EWQN9PjZduEhVAngyOklfn/T+fsMQDyuYWQHgLJCh+jBRAIGPuWkJeKkC2hHzQsxkLQDihEAGH8BJAraOqCaIuCUCt3Xahuc4HQKd5xyk6UgdAd6G5TiPtE0CZDTLJyFkOQPVnP1JExgFA7+apDrnpIkD2tMNfk/UAQB7cnbXbrg1AlX1XBP8bAUD4a7JGPSQVQGGJB5RN2RdAYqHWNO/4FUCgGi/dJAYwQMPwETElEghAJO6x9KFLCEDvG197ZskAQEUNpmH4KBZAFZFhFW9kI0BoImx4eoUpQAN9Ik+S7g9AT1jiAWUTA0D0T3CxooYHQNjYJaq3JhJANWPRdHYyDkAdjxmojD8XQLyzdtuFZg9AGQRWDi2yA0CwA+eMKA0QQJsb0xOW+AxAR3L5D+nvQ0DSGK2jqgkBQKm+84sS9Oc/GeJYF7dhQUCJ0t7gC5MDQIuJzce1YQJAmZ6wxAPKDEBQwkzbv/IJQJHQlnMpbiJANrBVgsUhFkDs3R/vVQsiQFPovMYuUQhAcr9DUaCPAECbrFEP0egKQL2MYrml1f4/o+nsZHAUCUAu51JcVXb6P02h8xq7JBhAhslUwajkAECTqYJRSZ39Pwg9m1WfyxdAE36pnzeVEEBma32R0FYPQIdtizIb5A9AKjqSy38IJkAm/FI/byoQQJMYBFYOTTJAvw6cM6K0DkBxVdl3RbAGQPtXVpqUggRA3GPpQxdU+T/z5QXYRyf5P52AJsKGJ/8/bm5MT1iiAkA7NgLxut4ZQJbP8jy4OwNA9DehEAHHGkAlOzYC8docQJ0Rpb3BFwdAARjPoKH/B0DOpbiq7PsMQP2k2qfjMQVA+64I/rcSCUCU3je+9kwVQFitTPilvg5AseHplbLMBkBsIchBCfMZQNbFbTSAFxNAu/JZngc3H0D9ag4QzNH/P9v5fmq8lCxAOh4zUBlfIUBCz2bV52r/P2HD0ytl6UBAlnhA2ZTrB0B4KAr0iXwIQGdhTzv8dQVAaHke3J1VEEBTBaOSOgEBQF0z+WabWw9ArBxaZDt/GkDRItv5flJAQApLPKBsChBAhslUwagkAEANcayL2+gVQAK37uapThVAEEBqEyf3DkBtkElGzoIMQIEExY8xty1AfqmfNxUp9z9znUZaKq8LQGjLuRRXVQRAeVioNc37HUD9vKlIhbECQNqs+lxtBQdA68VQTrSrDEAWwf9WsqMHQGDI6lbP6RBA4KEo0CdyAUB5knTN5FsNQIS7s3bbxQtAh78ma9SDC0B9rrZif9n2P9UmTu53iBBAZyeDo+RV+D/HSzeJQSAGQHi5iO/EfCNA0ETY8PSKJECoABjPoOEQQH6pnzcVKf0/k6mCUUkdDUAlkuhlFMsdQGXkLOxphw1AVHQkl/+4QUBz9Pi9TV8UQF97ZkmA2gVAj8L1KFwPAkB7a2CrBAsHQONrzywJkAtAT0ATYcNTNUBxPQrXo9AkQBnFckur4QxA2uGvyRp1CUCOI9biU4AOQC1b64uEFhBAMA3DR8SUAkBTliGOdTEWQOjB3Vm7rQNAW5nwS/08BUBIMxZNZwcUQG3i5H6HYgRAtVTejnCaC0DPMSB7vfsLQCDSb18HDgRAcoqO5PJfCUB+AFKbOLkSQOELk6mCESRADXGsi9uoJkBaDYl7LL0LQPOOU3QklxRAZqAy/n0GBUCoV8oyxNETQI/C9ShcTwtAOnr83qYfEkBJopdRLFcTQIP6ljldlh5AbsDnhxFC/D+xijcyjzwTQL+CNGPRNApAWyVYHM48BkDT9q+sNCkMQJUrvMtFvA1ARGlv8IUJCUDjNhrAWwAVQGtlwi/1cwNA2ubG9ITlBkCWsgxxrGNCQNIA3gIJSgNAS8gHPZsVDEDFVWXfFUEIQCuHFtnO1xNAob5lTpfFFkAqdF5jl2gJQE2EDU+v9CRAbeLkfodCGUBbsb/snjwFQIGVQ4tspyxA6J/gYkUN9D9rn47HDJQIQM78ag4QDAxAv5oDBHP0+T8sms5OBucSQK8I/reSHQdA+dozSwJUDECOO6WD9X8iQOJ1/YLdEBRAqKlla30xGUBdiqvKvksUQEm6ZvLNdhRA1bK1vkioGkBtyhXe5aIHQM6luKrsO/G/kpGzsKddEEDhtOBFX0EAQJz51RwgmOQ/DyibcoV3C0BtVn2utuIdQClcj8L1aBVAVDVB1H0AAEDYZI16iEYGQIfhI2JKJAJAidLe4AsTAUDHSzeJQdAwQPN2hNOCFw9AonprYKsEEECzB1qBIWsJQLkZbsDnxwNAFAX6RJ4kB0D7V1aalCIQQNiBc0aUdhZA2iCTjJwFEEAvqG+Z0yUIQD0s1JrmnQBATtGRXP6DHUAPnDOitJcfQEmdgCbChg9AVkj5SbUPAEBt4uR+h6L8PwuYwK27mRVAxyk6kstfM0B9s82N6YkGQITwaOOINQ1AIEHxY8y9KUCjdVQ1QRQDQPCiryDN2AJAXDgQkgVsEUDarPpcbUUEQDJyFva0Yx5AdF5jl6ieB0Csrdhfdk8DQD4ipkQSfRdAluzYCMTr9j+A1CZO7lcQQEwao3VUNf8/FcYWghwUHkDmXIqryv4PQJTZIJOMXAxAWVGDaRi+CED04O6s3bYJQCNKe4MvTAtA2NglqrdmGkCyne+nxoseQJ2FPe3wFwNAAG+BBMWvF0Dpmsk329wCQNOkFHR7yQFA9GxWfa62DUBFniRdM/n/PzW1bK0vkhpAzGJi83FtC0DUDn9N1qgEQMUgsHJoEQdApKoJou6jGEB0XmOXqD4ZQFJEhlW8Efc/PQrXo3CtOECzXgzlRLsZQAU25+CZ0Nc/4Sh5dY7BCECKAn0iT5IRQJ2dDI6SVw9AM6fLYmJzD0Cnlq31RaIdQE8jLZW3I/4/eqpDboZbEkCILqhvmfMVQIwVNZiGYQ5Al5APejarA0BfJLTlXMoCQFpHVRNEfRpA7GmHvyZr/z/N6bKY2Pz5PygtXFZhM8K/EmvxKQDG9D+lg/V/DnMFQK71RUJb7hZAsI9OXfmsAUAVjErqBLT0P0T67evAySNAmSoYldRJDkCQ96qVCd8QQHtOet/4GhJAkst/SL99+j8hPNo4Yu0QQJjdk4eFGg9AAvG6fsEuE0BYqDXNO+4cQMstrYbE/RNAJ8KGp1fKC0CHUKVmD1QgQC/6CtKMBQlA6BN5knTN+z8GgZVDi+wFQMh71cqE/xZAW7bWFwnNGEAZxXJLq6EbQNaLoZxoFwNAd76fGi+9KkCLVBhbCDINQGpq2VpfJBFAx2gdVU2Q/j/+8V61MiEAQMxFfCdm/RhAbxKDwMpBEEDsaYe/JmsFQEZfQZqxqBBAQE0tW+uLBECTADW1bK0UQEeP39v0hxBA30+Nl25SE0CGrG71nHQDQKhvmdNl8RtAPUm6ZvINB0AK16NwPUoRQKjGSzeJUTdA64uEtpxL1z89uDtrt10GQFjKMsSx7gVAnl4pyxCHBECASL99HTgFQAYSFD/GHCRADAdCsoDJDEA+eVioNQ0UQGZJgJpaNvU/M1AZ/z7jF0AniLoPQKoPQFK4HoXr0fU//MbXnlmSDUAKgPEMGhoXQLn8h/Tb1wZAP8bctYS8EkAbgXhdv+AXQMFWCRaHswtA3PRnP1JkFUActi3KbMAjQDKs4o3M4wtAKuPfZ1y4HkBTP28qUuEAQM0GmWTkjBJA8rVnlgQoIkDYKsHicKYKQFTGv8+4sAxAZohjXdzmFkAuOe6UDhYMQINMMnIWdg9AZK93f7xXGEBuF5rrNFIOQMx/SL99HRtAv4I0Y9EUEUDs+gW7YZsAQCaN0Tqqmv0/0xOWeEDZDUBWgsXhzM8ZQBVXlX1XhAZAIZOMnIU9+j8WE5uPa0PyP2/1nPS+8QZAq+ek940vBEDwp8ZLN8kgQA4tsp3vBy9AXANbJVjcCEBIG0esxecHQIkHlE25IhFApTFaR1XTCkCemPViKGcKQFN5O8JpAQNAxr/PuHBgDEA0SwLU1PIeQBniWBe30Q9AeVioNc2bFEAD7KNTV74KQOtztRX7Sw1AA7LXuz+eDkBYrUz4pb4VQLXgRV9B2gFA6dSVz/I8B0BnmxvTE5YPQB+/t+nPvgFAyF7v/nhvDEBENLqD2BkCQICfceFAiBBAfnTqyme5A0BZi08BMK4hQF6FlJ9UewlAwM+4cCCEG0AhAg6hSm0YQNHLKJZbGgxA/ACkNnGyDEBgWWlSCrr0P49wWvCibw1AiQeUTbmCEUDVPh2PGYgSQFUwKqkTUBpAvsEXJlPFD0BCYOXQIlsFQCkiwyreCAtA1NSytb6oFECwPbMkQO0RQOIBZVOu8AlAnzws1Jr2RkAzxLEubiMHQOvJ/KNvUuo/eqpDboabGUAIyQImcOsNQKeWrfVFAgNAuAIK9fSR7j9b07zjFF0HQA6+MJkqeBVAAMYzaOh/FUA91SE3w80DQDEIrBxaJABAfnTqymc5GEAQBp57D3cUQAiPNo5YSwpAEK/rF+xmFkDHKqVnegnnP1G9NbBVAvk/Wi+GcqLdFkBiLT4FwHgFQByxFp8CIA1AJo3ROqq6FkAzar5KPvbhP0LPZtXn6jdAOsyXF2Cf8z8sgv+tZEcKQDY8vVKWAShAuVM6WP9nHEDEmV/NAcIAQBhbCHJQwhVAokW28/1UCUAi/fZ14JwkQG8NbJVgkRBAMgOV8e8zCkBEF9S3zAkQQJAUkWEVTxRA68VQTrRrH0AMzXUaaWkQQEvNHmgFBg9ADRr6J7gYDkCKPEm6ZrIMQIE+kSdJ9yBAxuHMr+bAD0B6xyk6kgsIQNwRTgte9BxANs07TtERDUBwmdNlMXEEQGHCaFa2D8s/Pbg7a7d9GEC8BRIUPwYBQKPp7GRwFAVAQE0tW+uLF0CInSl0XuMTQPAzLhwIKRBAMiB7vfujA0CTxmgdVc0KQAtBDkqYiRhAieqtga2S+j8WTWcngyMcQHXlszwPThJAZHWr56Q3F0CQoPgx5s4qQKzijcwj//c/H6LRHcTOEkBcj8L1KBwFQJj6eVORKhBAtvP91HhpNEC/SGjLubQXQM11GmmprCFAmnyzzY1pDEBNSkG3l3QFQHbgnBGlfQdA8WPMXUvI8z9y3CkdrP/+P39qvHSTyDpAhPV/DvOlHUDf/fFetdIRQCaqtwa2SgZA8WjjiLX4+j/OcAM+PwzgP7vQXKeRNhpAlX1XBP8bEUCgbMoV3qUDQLDJGvUQzQJAeEXwv5WsC0AczvxqDvATQGSvd3+81w5AZhTLLa0GDEC/1M+bivQVQJ+T3je+9gdAiPTb14GzCEDMf0i/fd0QQJKzsKcdvgJA24r9ZffEGUCBzw8jhEcCQPRsVn2u1hBANs07TtEREkCwOJz51TwZQETdByC1SQpAatlaXyQ0CEDhehSuR2H8P4DUJk7u9w9AJvxSP28qCECxUGuad2REQFKbOLnfARpAKo2Y2ecx7z+yLm6jAXwLQA1xrIvbKAZAVB1yM9wAIkAPC7WmeecTQOPCgZAsYApAw/ARMSWSDkB5zEBl/NsQQM9r7BLV2wRAIEYIjzaOCUDir8ka9XASQOqymNh8XB9AguLHmLsWAkAd5ssLsI8IQBo09E9w8RlAc0urIXGP9z8dd0oH6/8IQOscA7LX+wRAMCqpE9AEGkCU9gZfmEwvQJmesMQDahNAukkMAiunEEDqlbIMcSwOQAisHFpk+wFAQPuRIjLsD0B9BWnGogkTQK2jqgmizhJAKqkT0ESYAkCuu3mqQ+4EQNqPFJFhNRJAvVKWIY51CEB2w7ZFmU0NQLeXNEbrqAlAPE7RkVw+BECad5yiIzkOQKuy74rg/wZAEfxvJTvWE0Dri4S2nEv9P50Rpb3BdxZAu+1Cc52GAUAtW+uLhDYSQK7TSEvlrQlAVMa/z7iAIEByFva0w58CQMcpOpLLHyxAtHbbheY6BEDiHksfuqAaQEpBt5c0xgBAIzKs4o0sFEBLWYY41mUwQGtlwi/1sw9A+KqVCb/U/j+JDKt4IzMVQEMEHEKVuhRAf95UpMKYEkDRkVz+Q5okQLprCfmgL0BAk2+2uTE9/j8SFD/G3LX3P315AfbRCRZA6X3ja88sD0Bf0hito2oMQP3ZjxSR4QtAU3qmlxjL0D+LNzKP/AENQFhWmpSCbgNAtMh2vp+a+D+c3O9QFGgIQByZR/5gYA5ArvVFQlsOBECNKO0NvpAqQJWCbi9pTBVAbeLkfodiC0BbCHJQwowXQNJvXwfOGRFAsvShC+prIUAcfGEyVbAFQEsGgCpu3Nw/c4V3uYhv9T8k1AyponjUv5nTZTGxOQVAseHplbJMBkAeFmpN8w7/P+AQqtTs4RBAK/aX3ZPHAkCcUIiAQ6gAQOlILv8hPTBAZHWr56T3/z9MpgpGJRU1QHu9++O92iJAuJIdG4G4AUC4I5wWvGgOQGaIY13cZhBAlnhA2ZRrEUAdyeU/pF8JQD8AqU2cXPY/DDz3Hi45CkAQkgVM4Nb5P34dOGdEaRBA5US7Cin/D0BYObTIdv4LQLR224XmGhFAYMjqVs+JCkAdrP9zmO8KQKpDboYbMA1Asp3vp8brEUAQkgVM4HYYQJrrNNJSuQhAak3zjlN0MUDzk2qfjocRQNiBc0aUVipAy9sRTgueA0Dri4S2nEv9P5bs2AjE6xNAj6omiLoPCkBV2XdF8L8SQAdfmEwVTBNAbZBJRs5iEECph2h0B3EQQPYLdsO2xR9AskY9RKN7CUClaybfbHMTQJLLf0i/fQ1AjnVxGw3gQ0CTV+cYkL0JQFTjpZvEgCJAq7LviuD/G0BMbD6uDdUFQD24O2u3rSBA3bWEfNAzBkCZEkn0Mgr9P+AtkKD4sQ9AHCWvzjFgE0B87ZklAer3PyvZsRGINxFAn3b4a7KGDEDWc9L7xhcLQFt8CoDxjAFAS+XtCKfFEUBpb/CFyfQbQEX11sBWiQVAiGh0B7FzEEAGgZVDi+wMQO7rwDkjygFAWK1M+KW+D0DAstKkFPQNQAyTqYJRRVJA+THmriVEFkAfaAWGrO7xP/2H9NvXgQVAf/s6cM7ICUCgFRiyunURQPWhC+pbxhRAYhBYObT4OkBuaTUk7nEQQMITev1JfOs/SOF6FK7nLEByv0NRoK8SQGvxKQDGkxBA4C77dac75z826iEa3cH8P5f/kH772hJAMnIW9rTDBED0piIVxhYDQHv3x3vVahJAK2owDcOHGEAjSnuDL2w0QIYgByXM9AJADwu1pnmHAEAjFcYWghwVQBNhw9MrpQpAJlMFo5J6BEAf9GxWfU4aQOF6FK5HoQ9AnIpUGFsIEECC597DJYcNQAYN/RNcDBVACwxZ3er5B0AXSFD8GHMTQCfaVUj5yQBA7xtfe2ZJ8z8CSG3i5D4eQMtneR7cnQBAJV0z+WYbGkD+ZffkYQEgQAqA8Qwa+gxAyjLEsS7uEEDWqIdodMcEQMVVZd8VwQFApFNXPsuzAEC5GW7A5wcLQJZDi2znqzJAumsJ+aAHJEBwd9Zuu1AMQL6fGi/dBBRArVEP0eiOFkBSJ6CJsAEQQKD9SBEZVgJARuuoaoJIEEATRN0HILUAQDYC8bp+wf4/XHLcKR2MEkDNzMzMzCweQM6I0t7gyxNA9Bq7RPXWBkAhBORLqODKP9l3RfC/NRRA7+GS404pBkAZxXJLq+EFQKRwPQrXIxFANpNvtrnhIECLGkzD8NETQKCmlq31RcY/c9cS8kFPGkAZkL3e/fH/P+/Jw0KtaTBAEk4LXvQVAUCeDI6SVycLQI6SV+cYkA1AEd+JWS+GBEADCYofY24PQFN5O8JpQfo/5zqNtFTeBUAAxjNo6B8JQFbxRuaRnxFAtkqwOJz5D0AlWBzO/OoIQF2Kq8q+K/U/yol2FVLeEkC0jqomiLoKQJ+T3je+dhdAlrIMcayLD0BC7Eyh85r/P4hodAexMwxAnG1uTE/4FkBeaK7TSMsDQBdIUPwYsw1AxqLp7GTQFECFX+rnTYUNQNMwfERMSRJABoGVQ4tMOkB0mC8vwL4YQEpenWNA1hlAshGI1/ULA0Cgppat9SUhQCEagoh5+7g/2/l+arwUHUDvVSsTfin5PwgDz72HiwlANIXOa+zyEEBwsaIG0/AEQIrlllZDog5AuB6F61E4HUClTkATYYMrQEaZDTLJ6BBAFVJ+Uu2TBUBcOBCSBYwJQOi8xi5RvQdAwa27earDHEAYPiKmRFIFQC9pjNZR1QlA9zsUBfrEAkCUE+0qpJwdQJJc/kP6rTBA0h3EzhS6FUAT8kHPZkU0QO/hkuNOaRFAJlMFo5L6DEASMSWS6OUeQIxK6gQ0ER9ASQ7Y1eQp4j8aho+IKZEDQIpbBTHQNek/r7FLVG+tEkBb07zjFL0YQF8M5US7qhRAWOcYkL1eCECBsilXeBcRQF3cRgN4iwNAVRhbCHLQ/D8VAOMZNPQQQKgd/pqscR1AbJVgcTjzH0A7HF2lu+vZPwwgfCjRkuQ/1nPS+8aXCkBKe4MvTGYGQMgHPZtVXw5AMnIW9rRjEUDhRV9BmvEgQPVKWYY4Fg5AtvP91HhpEEACgjl6/N4GQLX9KytNChZAX16AfXTqCkB8J2a9GEoFQDI9YYkH1BBA/PuMCweCHUCPU3Qkl18XQAH20akrn/M/8rVnlgSoCEC4WFGDaVgNQFkXt9EATiNAl1ZD4h4LCEBz9Pi9TX8MQGkAb4EEBSRAzF1LyAf9GUBgH5268hkQQATidf2CnRBA0NA/wcXKDkCAYI4ev7f+P9rJ4Ch5NQlATdaoh2i0CEAIWoEhq1sCQKd5xyk6kgdAbf/KSpOSC0Dy7zMuHMgRQLZKsDicuQNAyhr1EI3uDkDZX3ZPHnYmQOV+h6JAHxVAiuWWVkOiCkDl8h/Sbx8IQGpq2VpfJAdAP4wQHm28FkDyXrUy4RcSQPT91HjpBiVAvW987ZnlD0D+JhQi4FAIQP1NKETAoQhA8rBQa5oXF0AT1VsDW+UHQOaRPxh47gBAYtuizAbZDUAPnDOitDcIQGfV52ordhdAOxkcJa9OFkBZhjjWxa0DQIleRrHckhFAh6dXyjJECEAcX3tmSYABQPIk6ZrJ9wdAKJtyhXdZEEBYObTIdr4qQJXUCWgi7Ps/pgpGJXViF0AGTODW3bz5P5CDEmbavhpAk6mCUUn9E0DAstKkFFQTQPJetTLhdxJAKjqSy3/IBkDKGvUQje78P0JbzqW4aiBAXmOXqN7aD0BeEfxvJTsCQKoOuRluAANAi1QYWwgyBUATZtr+lVUJQI4j1uJTIBBAYygn2lWIEEBJumbyzTb+P18HzhlR2gxA7ncoCvQJ/z91H4DUJk4QQDdPdcjNEBBAaTo7GRxlDkDb+X5qvLQqQFuZ8Ev9PAdAlgm/1M/bF0DpfeNrzyz0P1lMbD6uDf4/F7zoK0gz9z+k5NU5BiQGQEoMAiuHlg5Anil0XmN3EkA0ETY8vSIwQGa9GMqJdgRA/wkuVtSgBkAHmWTkLCwWQDKP/MHA8/I/CfmgZ7PqLUAlkuhlFEv+P/HXZI16yBFAysNCrWkeC0CUMNP2rywHQOuLhLacaxdA662BrRLsBECMvoI0Y3ETQMzuycNCrfc/MgOV8e+zDEAQdR+A1EYSQK0XQznRbgpAXynLEMeqMEA6r7FLVG8FQGNi83FtKBhAWFaalIKuDUCNRdPZySAdQPrt68A5owtA220Xmuv0DUCJmBJJ9DIMQN/DJcedMiNAceZXc4DgDUD5oGez6nMcQDF8REyJhBdAp3Sw/s8hEEBYrUz4pb4HQLWmeccpmilAKVyPwvWoBkDZ690f71UQQNDVVuwv+xRAwcqhRbbz+z8buAN1yqPnP/7xXrUyYQVANQwfEVOiB0DTpBR0e4kCQOdvQiECjghAsOYAwRy9AkCil1EstzT/PzxO0ZFcDjNAu+1Cc52mFEBLyAc9mxUAQByxFp8CYBRAhIHn3sNFEEBeY5eo3hoSQEyOO6WDNQdAm1Wfq63IMUBNFYxK6gQkQHFV2XdFMARA6glLPKAMEEBXeJeL+F4hQPXWwFYJVgtAb/CFyVQBA0AOLbKd7wcXQJq2f2Wlyf0/dmwE4nW9A0C62or9ZfcsQHC2uTE9oQpARl9BmrFoBEDM7snDQm0kQMkfDDz3PhFADAIrhxb5EEAplltaDQkJQAeZZOQsLBNA0jWTb7a5AUDcLjTXaVQhQO8DkNrECQpAcVXZd0WwBUBsskY9RCPmP8kfDDz3HgxANxrAWyBBA0D1LXO6LGYPQIaPiCmRRAJAMqzijczjEkBtrS8S2lIRQKUsQxzrYglAx2MGKuN/FkBYqDXNO44wQK7TSEvlbQVA0NA/wcUK/j+E2JlC57UTQFJ+Uu3TcQtAUwWjkjoBJ0Aofoy5awkPQEjcY+lDVxhAcF8HzhlR/D97vfvjvSoNQGl0B7EzhQ9ADhDM0eP3+z/KplzhXQ4SQDXSUnk74hFADk+vlGUoF0C6ZvLNNtcRQJLLf0i/3RdA+n5qvHSTB0DSb18HzrkSQPp+arx0IzBAZOlDF9TXGUA6evzepr8TQO6x9KELag9AmfViKCdaDUBsW5TZIFMVQG6GG/D5YQhAQuxMofP6FUBR2ht8YVIvQG7dzVMdsgFAgSGrWz1HHEA7GRwlr04ZQPNZngd3pwZA9aJ2vwrwyT/nqQ65Ge4OQCEHJcy0vQhAsI9OXflMEUAxmSoYlZQSQBCSBUzgVg5ATRB1H4AUAkDytWeWBIgQQIYgByXMtAJAAKlNnNwPEECDo+TVOQb9P6UxWkdVE/4/P4wQHm2cEEB0JJf/kL4XQFUwKqkTMBJAPQ/uztqtAECTADW1bI0QQBObj2tDxQdAAiuHFtlO+j9r8SkAxnMDQPQVpBmLZhdAuDtrt13oA0DHgOz17k8WQMbhzK/mQApAuYjvxKyXAkCqmiDqPiAQQH+HokCfiBZALVvri4R2E0CZEkn0MsoEQICfceFACAdAofgx5q4lEUAcfGEyVTAUQK8I/reSXQNApTFaR1VTDECxijcyj1weQKshcY+lTw5AWMoyxLHOEUA7AU2EDW8sQKxWJvxSv/o/acai6ezkEkBy3CkdrD8NQMAhVKnZwxhAObTIdr4/FEDReY1donoHQIGVQ4tsZyZAzxQ6r7GLCEBKXp1jQFYVQJKzsKcdXh1AdQKaCBteDEBCQ/8EF4sUQPzjvWplAgRAcLa5MT3hAkCgT+RJ0rUEQAu1pnnH6RJAQWX8+4yLDEArNXugFRjlP8QI4dHGERVAajANw0dEBUChZ7Pqc7UEQF3hXS7iexBASrVPx2MG/j8AqU2c3O/wPzi+9sySYBhAS+oENBG2DUAJih9j7loIQC4cCMkC5gdAlzldFhN7EUD5SbVPx+P4P89r7BLVOxhASG3i5H6nFEDTMHxETOkfQDp6/N6m/wZAE0TdByC1EECJmBJJ9HIJQHIz3IDPTwpAPNo4Yi1+EkAgtYmT+70SQN5UpMLYwg1AVz7L8+Du/j/fFcH/VrIGQEJ4tHHEWg5AV0PiHktfAUAQ6bevAycPQDuNtFTezhdA7YFWYMhqBkCJKZFELyMGQC457pQOVhpA88gfDDx38D889x4uOW4RQFFmg0wyMhFAzXUaaam8GkBHVRNE3YcPQDeJQWDlkAlAO8JpwYt+AEDTTWIQWLkIQPiImBJJFBJA1SE3ww24AUDF5uPaUHEQQOgTeZJ0bRBAt0WZDTIJGkCxM4XOaywRQBzw+WGEcApAb4EExY8xBkAx68VQTnQAQPp+arx0UxJA4gFlU67wC0DXUdUEUbcHQH+8V61MGBdAbcX+snuSEUAuxVVl3/USQM6N6QlL/BNAG2K85lUd7z/2l92Th6UqQHnpJjEIrBlAf95UpMKYCEBkr3d/vFcIQLQCQ1a3+glAB7Ezhc5r5D+JXkax3FIdQBuBeF2/wBBACoDxDBr6FEB0Ka4q+44UQBakGYum8wlA4X8r2bFRA0DjNhrAW8AdQCBj7lpCviRA0CfyJOnaD0Af9GxWfW4FQC/6CtKMRRFAnUZaKm+HFEBG66hqgugdQNPB+j+Hef0/6pWyDHGsCcCdnQyOkvcRQEd3EDtTaA5APX5v05/9C0CwOJz51ZwRQOONzCN/sAVAmUf+YOA54j8ydy0hH1QmQO2ZJQFqShNAYi0+BcC4FkBHVRNE3QcMQE2+2ebGNBJAWhKgppZtD0BhGoaPiKkLQHNLqyFxDxNAVOOlm8RgA0CEns2qz9UlQEax3NJqyBNA7dgIxOt6CUBOC170FeQKQNl3RfC/VQVAkPeqlQn/CkAjZ2FPOxwQQIrNx7WhIgBAfm/Tn/2IAEA4oRABh1AFQIkHlE25AhNAbf/KSpPSAkCgibDh6TUQQAKCOXr8nghATpfFxOYjA0BnD7QCQ9YNQBtMw/ARMQJARfXWwFYJEUDU4df+hGmuP3Y3T3XIDQNAqaROQBPBKUBXJvxSP68EQM5THXIzfBBAGM+goX9iF0CRLGACt+4DQJrrNNJSuQNAxty1hHzQ5j8cfGEyVTADQLUV+8vuiStAn3b4a7KGC0APuRluwGcHQGr2QCsw5AFAQgkzbf/KA0D27o/3qhUVQNi2KLNB5gxAgXhdv2DXEEBcyY6NQJweQJgvL8A+egFAOq+xS1R/I0D36uOh7269v75qZcIvNQZAVdl3RfB/BUA3ww34/LD3PxO4dTdPVRBAAiuHFtkODEBGfCdmvXgaQGJnCp3XWP8/XTP5Zpu7EEBdM/lmmxvyP+yjU1c+CwpAIk+Srpm8AUAlOzYC8ZohQHcQO1PoPPc/63O1FfvL/j+5x9KHLqj0Py7FVWXfFRxACVBTy9baEEB/3lSkwjghQNlaXyS0BRlAdnEbDeCNEEBuUWaDTNIVQCy3tBoSdyNAAMYzaOifFECGVbyReWQKQPYksDkHz+E/K/aX3ZPnGkAJxOv6BRscQIxn0NA/QRVAqZ83FakwIUCiRbbz/XQRQHQHsTOFzgFAmDRG66iqCkCKq8q+K4ICQObLC7CPbhBARUdy+Q+pCEB8m/7sR8oHQDYf14aKcQdAowG8BRIUCUAZraOqCaIFQGpq2Vpf5A1AyXa+nxpfMkAc6+I2GkD+P1DCTNu/MgtAUg/R6A5iBkBSmzi53yERQDyDhv4JjhJAL1G9NbBVBECIhVrTvOMBQPkx5q4llD1AEce6uI02IECG5jqNtBQDQHzysFBrOhVAGXPXEvJhE0DiAWVTrnAFQP1qDhDMEQhA9tGpK58lCUAfhetRuB4lQB+F61G4vhJApWsm32wzA0AYldQJaAImQCScFrzo6wtAlNkgk4wc+D8r3sg88ocDQCmzQSYZufk/zGJi83HtAUAPlxx3Sof+P0ImGTkLuwlABVH3AUjtDUCJQWDl0KIVQKOvIM1YVBhAuoPYmUIHEkCERxtHrMX5P4PAyqFFxjdA9YQlHlA2DkA9fm/Tn33+PwzlRLsK6RJAls/yPLj7DkCaCBueXikqQEljtI6qJgpApBmLprMTDEBJhbGFIEcGQKX3ja89MwdAuAa2SrB4GkDPLAlQUwsRQDj4wmSqoChA2UKQgxImDUDUt8zpspgPQGkbf6Ky4eg/myykshfAsj+rPldbsb8PQNXPm4pUGPg/5dU5BmQPEkAP0egOYqcGQHO6LCY2nwBAYtuizAaZGkCdS3FV2ff2PzoGZK93vw5AAMgJE0az7r8eM1AZ/z7+P4oCfSJPEvo/FK5H4XrUGUCwOJz51ZwHQNf6IqEt5w9A5E7pYP1fDUAsSDMWTScOQEymCkYltRhAYHZPHhbKI0AyIHu9+0MRQCpSYWwhqBlA+n5qvHSzL0AOvjCZKvgoQC3saYe/phdA4UBIFjABDkC1bK0vEloFQDwRxHk4gec/DhXj/E2oDEDsL7snD9s7QESoUrMHWhNAE/JBz2bV9z/KbJBJRi4bQC4EOShhpvI/FNBE2PC0AUAH8BZIUCwwQAu1pnnH6SZAFJZ4QNmUHUDQ8jy4OysDQCyC/61kxw9AzqrP1Vb8IEApBd1e0tgYQOeMKO0NvgVA/IwLB0ISFUCSBUzg1k0iQCkiwyreCA1AMUJ4tHEkEEByM9yAzw/+P1CqfToeMwZAyxDHurgNHkB07+GS444NQDGUE+0q5AdA2VpfJLQFHkDpJjEIrDwVQK+ZfLPNzQpAOShhpu0fFEA0hc5r7NIPQBRcrKjBtP8/SnuDL0wm+D+muKrsuwIeQB+F61G4HvU/gosVNZhGEUCE8GjjiJUTQPd14JwRBR1AVDpY/+cwBUC0jqomiHoJQE7RkVz+IyhATI47pYO1B0C1pnnHKbr8P2rZWl8k1BhAelORCmNLCkBFniRdM3nwPy1DHOvitvU/DFcHQNzV5D+HFtnO97MoQKZEEr2MAhBAy0qTUtBtEUCN0TqqmiAGQAzIXu/+uAZACD2bVZ+rFUBdiqvKvmsSQOnxe5v+7Pk/zO7Jw0LNK0D6CtKMRfMYQJ58emzLAOE/fQVpxqKpDkCjkjoBTYT8P16iemtgyxhAWRe30QBe9D9+HThnRCkHQEATYcPT6wZAzAuwj06dDEAYsrrVc5IOQMuEX+rnzQ1AKJtyhXc5+D+4zOmymJgHQK/rF+yGrRFA8piByvi3A0BeS8gHPZsKQHXN5Jttbvg/WYtPATDeE0BSLLe0GpIjQMvbEU4LnglAZqAy/n1GAEBSmzi53yENQIfEPZY+FCNAymyQSUZO/j+utmJ/2dVBQLaEfNCzWQZAC3va4a/J8D8Q6bevA2cAQHfbheY6jRBAhlrTvOPkOkD7IqEt5xITQPW+8bVn1ghAdv2C3bDtCkAkYkok0RsjQHhi1ouhnBJAJsed0sE6DkD/z2G+vDAiQNmxEYjX9RtAxy5RvTVwCkB3EDtT6DwPQLFQa5p3vCJAsBu2LcqsCEANpmH4iLgSQIxK6gQ0EQFAyxDHurhNCkA09E9wsUIQQOlg/Z/DfAZAcJS8OsfAFEAQr+sX7AYOQBKI1/ULlhFAEarU7IEWA0DBrbt5qtMgQFRvDWyVoAxAJO6x9KGL9z+zQSYZOcsSQGWqYFRSxxVAn5PeN752DEBd/kP67WsUQJsg6j4AaRFArJDyk2r/GEA6r7FLVO//P6Tfvg6c8wBA+1xtxf7SFECu8C4X8V0FQLraiv1lFztAxjNo6J/gBEBNMnIW9vQGQGwJ+aBn8wxAICkiwyreFUDCwHPv4dIJQESLbOf7aTFAL4uJzcc1BkCt3Xahuc4AQK4NFeP8TQxAkX77OnBOJUA7/DVZoz4UQN2YnrDEwwBAZmZmZmb+RUB4KAr0iXwGQMdLN4lBIAtAYvNxbajYC0BiLT4FwPj7PxLCo40jdhdAl/+Qfvv6CkDZmULnNXYFQDHT9q+sFBRAqFfKMsSxC0CfxyjPvJzrPxlW8UbmERNAYf2fw3w5DEBKJNHLKFYLQAltOZfiKg5A/kP67esADUAx0/avrDQLQN6OcFrwogZAZK93f7w3E0D5g4Hn3qMSQBlW8Ubm8R5ACObo8Xsb/T+BeF2/YLcJQLahYpy/CQ9AKgDGM2ho+D/hC5OpgvEbQNy6m6c6JA5AHVpkO9+vI0Au4jsx64UaQB+F61G43gBANGjon+CCHUDqBDQRNrz+P52AJsKGJw1AH9eGinF+EEBk6UMX1DcLQLpOIy2Vt/4/CYofY+6aJkC5quy7ItgWQO22C811WgpAY3/ZPXnYCED0piIVxlYRQOj2ksZo/RRArHMMyF7vDEDF/rJ78vAkQDJ3LSEf9PY/cxHfiVnvHEBJnYAmwoYMQI+qJoi6D/Y/8IXJVMFIIkB8D5ccd4oCQDSFzmvs8hBAahMn9zuUFkDqBDQRNlBRQLA4nPnVPB5Achb2tMN/IEBLqyFxj+UFQGL4iJgSyf4/Dat4I/OIEUBuowG8BVIMQHNLqyFxTwZAAAAAAADgEUCthsQ9lv4EQJz51RwgmA9A3IDPDyPkGUDzdoTTgpcPQE+vlGWIoylA3/jaM0sCD0A2k2+2ubH3PyxlGeJYVxlAi1QYWwjyBECkcD0K16MQQDeJQWDlkANA5bM8D+6OBUACDqFKzZ4cQC+jWG5pNRlAUWaDTDKyC0CU2SCTjHwRQODzwwjhcRJAAvG6fsEuGUDmllZD4t4DQAGHUKVmjxVAnG1uTE84EUBb07zjFB0BQIPAyqFFJj9Ar+sX7IZt9j+dhT3t8FcCQManABjPQBBAon+CixX1DUDWrZ6T3vcKQMBbIEHxoxFA7dgIxOv6/T8gDDz3Hu4BQPNaCd0lcci/r+sX7IatA0CNXaJ6a+D3P6UsQxzr4gBA0XmNXaJ6B0BjnL8JhQgEQEbrqGqCqAdAhbacS3HVAEBzLsVVZT8aQHZsBOJ1fRtAKPIk6ZrJBECfPCzUmsYmQICCixU12AlAvjCZKhg1K0AkufyH9DsuQCQLmMCtuwdAY2LzcW2o7T8h6j4AqU0AQPphhPBoY/4/fnTqymd5EEBbXyS05ZwEQNhHp658lg9AB7Ezhc5rB0Av+grSjEUQQDWYhuEjQhFAavZAKzDkCkC1MuGX+nn7P2ufjscMVPo/NgLxun5B+j+DL0ymCuYmQCv2l92TZx1ALIL/rWTHCkD8xteeWRL9P6Fl3T8Woto/vjCZKhiVFkA1QdR9ABIJQGXCL/XzxhdAO1PovMZuAUAdyeU/pF8DQKPp7GRw1BJAwvo/h/lyC0AgY+5aQj4FQET67evAWRJAAYdQpWaPAEDWxW00gNctQH8w8Nx7uPM/7fDXZI26B0AmGTkLexoOQKGhf4KLlf8/umsJ+aCXO0AUBfpEnmQIQGfV52ordgRAFjCBW3dzBUC3lzRG6+gNQHWw/s9hPhJAQbyuX7AbEUBKKej2koYNQIzWUdUEEQRAs5jYfFxbAkAwDcNHxNQHQD4ipkQS/Q9AgSbChqf3LEBKB+v/HOYYQGa9GMqJdgxA0A8jhEebEUAofoy5a2kkQB+5Nem2RNW/6Gor9pfd8D/qz36kiIwCQC4EOShhhhBAUAEwnkGDBECcvwmFCNgTQIwVNZiGIRVAz9ptF5orC0C4AZ8fRogJQEj5SbVPBwBAoBov3SQGIUCLbOf7qfEBQEiKyLCKdw1AyNKHLqjvEkBhMlUwKukHQNgqweJwhiFAtOVciqtqFEBxICQLmMAPQF2/YDds2wZAMiB7vfvj/z/0piIVxhbpP8mwijcyjx5A8uocA7KXEUAmcOtunmrwP4tPATCeAQpAEY3uIHYGEUBh/Z/DfDkGQFxV9l0RPAJAbeLkfoeiDkB5knTN5NsBQCtqMA3DpxBAtAJDVrd6E0Clg/V/DrMTQMIXJlMFIwlAIchBCTMNEECXxcTm49oMQJ57D5ccdw5Aeo1donpLFkAFwHgGDX0EQBWRYRVvpARAaCJseHol9T8sgv+tZEcTQDliLT4FAAdAlDDT9q+s9j9tHLEWn0IJQCdr1EM0mhBAF7fRAN5CFEB/wW7YtugCQAtGJXUC+hZA4IRCBBxiGEC4dTdPdYgFQIvgfyvZcQJAg2kYPiKmCUAP7s7abTcTQOLMr+YAIRtA5IOezapPM0DxLhfxnRj7P9uK/WX3ZB5A8ddkjXoIAEAjhEcbRywQQJrOTgZHCQ5AZyeDo+TVEUDjwoGQLCAJQKFns+pz9RtAt7QaEvfY/j8npaDbSxr5Py0+BcB4BhJAjPhOzHqREUCqK5/leXD8Pw2mYfiI2AhAFjWYhuGDIkCcUIiAQ6gFQIUIOIQqtQtAatlaXyR0C0BzuiwmNp8RQGHD0ytl2RhArMWnABjP+j8knBa86Kv2PyrG+ZtQqBFAjBAebRyRFEDXTL7Z5sYLQDcawFsggQ1AMZQT7SpEFkD129eBcyYwQKmkTkATQRFAAz4/jBAeGEABamrZWt/8PwT/W8mOjfA/BCFZwAQuHkCHM7+aA0QLQEPKT6p9OvQ/F9nO91PDE0ClvcEXJhMDQBL3WPrQhfU/3BFOC170BEBe1y/YDdsGQF3+Q/rt6wZAlQ7W/zmMAkAQBp57D1cWQJlH/mDgufs/Xtcv2A0bGUDF/rJ78jAJQNxGA3gLxBBAzhlR2ht8L0B2Tx4Waj0gQNZW7C+7i1VAIqZEEr2MAkBlwi/186YIQNDQP8HFahJAkDF3LSGfA0BSJ6CJsKEGQP32deCc0TFA38Mlx50SBUAAb4EExS8QQPnaM0sCNBRA46WbxCAQJkB6Nqs+V9sYQIRkARO4dQRAEfxvJTv2D0DUDn9N1qgAQC7iOzHrRQ5AEEBqEyc3DkCRuMfSh24TQJJ0zeSbDRVAUkmdgCZCHkDnqQ65GS4NQETdByC1CQZAluzYCMSrDkBiZwqd11gCQB0gmKPH7w9AGvonuFjRDUAjFcYWgpwTQBwlr84x4AJASWjLuRRXH0CzQSYZOQsGQMPwETElkhRAF9nO91NjGkCH/gkuVpQAQF1txf6yWxRAPNo4Yi2+/T8nFCLgEGoJQPrVHCCYowtAWKg1zTuOEEDNI38w8PwQQEKygAnc+hFAtr5IaMu5E0CutmJ/2R0eQIbJVMGoJCRAmyDqPgAp/z9trS8S2nL4P/QyiuWWdhBAIeUn1T79FEB/TdaohygNQEM50a5CShVAWcAEbt3NHUB8YTJVMOorQKG5TiMt1RRA3eo56X0jCUAO2xZlNugRQEZfQZqx6BFAETY8vVL2E0ATEJNwIQ/jP+rPfqSIjAtAaK7TSEvlAEAUBfpEniQPQO2ePCzUehhAgA7z5QU4EUDjjcwjf4AiQMo329yYXhBAV1uxv+w+PUB9PzVeuqkRQLnCu1zE9wRAQWX8+4xLDUAknBa86GsSQEAYeO49nAZAmMCtu3kqG0BeaK7TSEv9PzojSnuDrwBALsVVZd81EkAqqRPQRFj2P9BE2PD0SgVApTFaR1VTEkAUXKyowXQHQOC593DJcRFAOpLLf0i/9T8K3Lqbp7oOQJAUkWEV7wtAhzO/mgNEAUDMlxdgH50TQI/k8h/S7wRAZmt9kdD2EED0N6EQAccJQN9sc2N6QgpA83aE04IXIUBvZB75g4ELQDW1bK0vkhVAIJijx+/NF0DKVMGopG4QQKGhf4KLNRJADi2yne8nBUDU1LK1vqgVQENWt3pOevg/smg6OxlcAUDqCUs8oKwFQE7RkVz+4zxA/U0oRMAh9z9iSiTRy6gLQFx381SHXAJAoaF/gosVEkAAOsyXF8ARQDIDlfHvswRAaCJseHrFKEC2EOSghJkeQLth26LMxgNANZiG4SNCEUDytWeWBOgSQBcrajANwwJAy2d5Hty9FEBrfZHQljMLQDJyFva0Qw5ALT4FwHjGCUC2uTE9YQkcQDzaOGItPgNAn3HhQEjWDkC3f2WlSUkYQNl8XBsqRhJAY3/ZPXnYBkAs1JrmHWcRQIBgjh6/N/0/hUIEHEJVAEB9kdCWc2kLQG2QSUbOQgpAU3k7wmkBB0AlBoGVQ8skQGCwG7YtahBAzsZKzLMS4j+CixU1mAYVQMed0sH6v/4/Dr4wmSp4GUBuUWaDTPIFQMDPuHAgpPQ/CI82jlgL/z/r4jYawFsEQBYYsrrVcwZAKxiV1AmoCUA=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[3]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[4]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[5]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[7]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[8]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3[9]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[10]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[12]\":{\"__ndarray__\":\"oijQJ/Kk+r8+ey5Tk+DqPynsouiBj9I/3rBtUWaD8L+0rWad8X3lv+W5vg8HCeM/WW5pNSRu+7/hl/p5U5HQP3fX2ZB/ZsI/4IYYr3nV479pVrYPecvlP1xV9l0R/PO/2CrB4nDm5j/KT6p9Oh7Qv9gaAGArV54/AFeyYyOQ+b8OvcXDew7cP3I0R1Z+Geo/zXLZ6Jyf0T/2QZYFE3/aP0AwR4/fWwdA02pI3GNpA0DRzmkWaHfCv29033vJELM/igPo9/2b47/EsS5uo4H3vxuBeF2/YN+/iZgSSfQy+z/q6SPwhx/lP+CfUiXKXui/7W5UXXY+tj/JAbuaPOXoP9XrFoGxPuY/jrETXoLT4D8YR921IVJ1P+GX+nlTkfk/a2CrBIuDAMD/If32daABwFoO9FDbhuA/Bq+nZ4u1rT9NhA1PrxTyvzaTb7a5Mds/y/j3GReO+b/KTj+oi5TivyB7vfvjPfm/BYiCGVOw4L/WbrvQXKf7vzMWTWcnA/i/8Nx7uOQ4+r93nQ35ZwbHv+1KJgIw+aa/he/9Ddqrs79mMbH5uLb6v8a/z7hwoPO/q7GEtTF20L82donqrQEAQK702mysxNw/AvT7/s2L0r+SkbOwpx3yPxR5knTNJAjASvHxCdl52T8tXFZhM8DaP530vvG1Z92/YXDNHf2v4z8VyVcCKbHrPwkVHF4Qkd+/mIdM+RBU67+fsMQDyibwv9DpHn6jwo2/eLmI78Ss8z//JalMMYfsP7SrkPKTagLA205bI4Lx5r8BNbVsrW8AwNhkjXqIRuY/Rpc3h2u16T+7gJcZNkrrP5CIKZFEr/E/RpkNMsnI0D+AR1Sobq7nv1/SGK2jKvO/E36pnzfVA8DDZKpgVNLyPzarPldbMfQ/EJIFTOBW+r+KyLCKN7LsP8CSq1j8puQ/U+i8xi4RAcClLEMc62L6PzFCeLRxRPU/FYxK6gQ04D/CiejX1s/rv6nZA63AEOa/yCWOPBBZ2j+AD167tGHov3lYqDXNO+e/p1t2iH/Y4L8u4jsx68XbPwDjGTT0T/U/QiYZOQt70D/KjSJrDSXjv/m+uFSlrem/3SQGgZXD9D+4O2u3Xejkv+zAOSNK+/i/zQaZZOQswj/Q8jy4O+v0PzW1bK0vkvQ/Psvz4O4s8D+V1AloImzzPyO+E7NeDPi/q0AtBg/T1r/QuHAgJIv7P7temiLA6dO/3e16aYoAx78PuK6YEd7Gv+hLb38uGuK/6j4AqU2c8b8DQ1a3es7nP2JKJNHLqPO/mZ6wxANK8D/Um1HzVfLlP/D3i9mS1ea/sg+yLJj45z9uopbmVgjvvz1H5LuUusS/G/UQje4g9j+nCHB6F+/HvzbM0HgiCO4/thFPdjOj7z+u82+X/brPvxMn9zsUhQBAX+6TowBR1r9dhv90AwXZPzHT9q+sNMW/Sbpm8s02AUCmRuhn6nXjP8u+K4L/rdo/LYZhdgWRpz//WIgOgSPkv18qkZ/oFbA/wk6xahDmyj8om3KFdznzP4YgByXMtPU/WDm0yHY+8D/k2HqGcMzSv0MCRpc3h96/x7ji4qjc2z9mZmZmZub3v0lm9Q63Q+i/PC0/cJUnuD+faGhNPRyeP1HaG3xhsuY/JPHydK4ozT+bcoV3uYjyv4TWw5eJItc/PEuQEVDh4z9eukkMAiv0P1dMWxJWGZy/3Esao3VU9D+r56T3je8BwFxy3CkdrL8/1zBD44mg7b+KWS+GcqL9v4cW2c730/e/acai6ezk5j9uowG8BRLzv3CxogbTMPA/y0qTUtBt878LmpZYGY3QPzXvOEVH8vQ/OsyXF2DfA0CbOLnfoSjkv+4FZoUi3eU/3Lqbpzrk/L+SlsrbEU7yv11Q3zKny+M/B3x+GCE8+78KhQg4hKr2v93vUBTok/o/MNXMWgpI7794DmWoiqnfP7cKYqBrX+e/Kqio+pXOx78ZkL3e/fH0vzJYcaq1sOS/jxoTYi6p5D+Osn4zMV3CP9zUQPM59+A/iEZ3EDvT9D8VqTC2EOTwP2oy422l19S/j4mUZvO47j9DAdvBiH3Vv7SrkPKT6vm/ea2E7pI41T+DpbqAlxnOP+Yg6GhVy+o/TTJyFvY09j9CYOXQItvyv6c7TzxnC8q/Dd/CuvFu4T/EYP4KmSvQv99t3jgpTOw/JlXbTfBNvz/w3Hu45DgJwCi5wyYy8+S/zojS3uBLAMAVcTrJVpfrv+2ePCzUmvq/qFfKMsQx8D+erL30my6svyy8y0V8J/e/Sgfr/xzm9L+m0HmNXaLCv7XI0XcSbKe/eSPzyB8M8b/a5sb0hCX3P2mKAKd38ea/FOeoo+Nq1T+L4H8r2TH3P5YJv9TPG/C/kKFjB5W41T98REyJJHr3v4TTghd9RQrAnFJeK6E76z9CIQIOoUrxP2ZMwRpn09O/5bM8D+7O+L+3tBoS91jzP4kkehnF8um/NgUyO4vez7+df7vs1x3jP7GKNzKPfPC/6gPJO4cy3z/NI38w8Nzzv/0xrU1j++S/hL2JITmZ5j9BKVq5F5jBvzOl9bcEYOO/RBZp4h3g1z+1/SsrTcr5v68nui784OW/YadYNQhz0D+9UpYhjnX4P3fbheY6jfC/rTQpBd3e8L8WhV0UPXDtv8oa9RCN7vY/W+7MBMM54j/Um1HzVfLNP6JoeXmVEKc/z2vsEtVbAcDMXradtkbqP3ZTymsldMm/Ci5W1GAa5b/exmZHqu/Tv80eaAWGrPE/SDXs98Q63T9NZyeDo+Tov1bYDHBBNuI/AWxAhLhy3L8OaVTgZBvIv+j1J/G5E9g/qvOo+L+j4T9AoZ4+An/XP7Q8D+7OWvM/lDDT9q+s9T9O7+L9uP3Uv6pIhbGFIPI/9P3UeOkm+78TDOcaZmjcPwVR9wFILQLA9wX0wp0L2b8p54u9F1/bvzrJVpdTArq/TifZ6nLK5D+gT+RJ0nUBwHUCmggbnvk/T1lN1xNd0T8RVfgzvFnuvx75g4HnXuC/WUxsPq4N1z8xeJj2zf3Hvxk9t9CVCMK/FAX6RJ4k87/mPjkKEIXnv4UHza57K+c/m8sNhjqswr8IclDCTFv0P/hwyXGn9PK/Sg1tADYg078Zj1IJT2jlv54pdF5jl/c/wAmFCDiE8r/W/WMhOgTEv4rjwKvlzug/hnKiXYUU9L9gdk8eFuryv5AWZwxzAuW/purDH+rjlr/PaKuSyD7lP54kXTP5ZvA/YaqZtRSQuj92492RsdrIv3k6V5QSgsm/ADrMlxdg8r/j3ZGx2nztPyeiX1s//eS/KCfaVUh5/b9lic4yi1DCv2N6whIPKPk/MPZefNGe5r+84k6Op4q0P135LM+Du+m/Y0FhUKbR6z9zLoM5k5lvv/EPW3o01dS/gH106spn9L9tOZfiqrL/P531Kcdkcd8/3soSnWUW0j9SnQ5kPbXnv/JetTLhl+g/FLNeDOWEAkBgOUIG8uzaP19egH106v+/8ztNZryt7D+eKXReY5fQP08g7BSrBsu/A7LXuz/evz9OP03SoXiwPwaeew+XnPW/Et4ehIB84T+tMH2vITjiP9Fcp5GWSv+/QSybOSS13D/fiO5Z12juP+koB7MJMMC/jPLMy2H37b/yIOKLm7+OvziFlQoqqtY/+ROVDWsq1j/c8Lvplh3IP4MvTKYKxvy/uG7vvzozlr/7dac7TzzDvx4Wak3zjtS/twKvO4LApz9AoDNpU/Xgv90HILWJk/I/H7+36c9+7T9eLuI7Mev4v9JSeTvC6fs/L28O12oP3D+Kk/sdigLWv2CTNeohmuI/nlxTILOz3j88wJMWLqvVP4ro19ZPf+w/PUSjO4id8r90DMhe7/71P62jqgmibvO/yrle5K/arj95Htydtdv/v7NcNjrnp94//z7jwoGQ2T+6opQQrCrqv+bLC7CPDgHA1MrO7ARFlb+VK7zLRfzqP9dLUwQ4veW/IsMq3sg8qj9OX8/XLJfSvyDu6lVkdMq/s5jYfFwbzj9ZNJ2dDI7gv9vcmJ6wxPq/b7vQXKcR+b9oBYasbnX0v21pf7EID6S/rE0IwrqWnT9YdVYL7DHhv2/YtiizQQHA9S1zuiwm7j+2uTE9YQn0P2sayj/p+qQ/fO2ZJQHq9z+6Mqg2OBHjP8U4fxMKkQZAPIidKXRe378dPX5v05/4P6ck63B0lem/MLyS5Lm+4T9MmeX8XlS2v2X9ZmK6kOg/U97Y/XRNtL9Xl1MCYhLEvzNqvko+9uI/8bioFhHFzL+XdJSD2YTkP9/42jNLgvW/kxywq8lT7j8IPZtVn6v0P+dvQiECDvQ/24e85erH5r/J0uLnGsG3P1sIclDCTL8/3/3xXrUy8L+3eeOkMO/Xv4wtBDko4fA/HQQdrWpJ3z9jf9k9eVj7v0q1T8djBvM/EHUfgNQm9L9d4sgDkUWwP5S/e0eNCeU/bOhmf6Dc17/6YYTwaOPeP2+Cb5o+u+c/RfC/lexY8L/wTj49tmXlP3uEmiFVFMs/u9Bcp5EW9L8cCTTY1HnUPwgqmVJN/7K/ICQLmMCt97+Kd4AnLVzdP7dGBOPg0tS/5EnSNZPv8D/fpj/7kSL1v2jnNAu0O8q/ppcYy/RLxj+gT+RJ0jX3vx+6oL5lToe/RIfAkUCD6L/j4qjcRC3Dv+EUDJ2NS68/jgWFQZnG4r9mFMstrQb0v52E0hdCzuG/OQzmr5A57z+w/s9hvjzzv85twr0yb+u/OZuOAG4Wx7/cYn5uaMrIPzUHCObocfE/Z7gBnx/G97/+0qI+yZ3nv1cJFoczP/O/9x4uOe6U0j8OSS2UTE7PPzoeM1AZ/+y/rimQ2Vn0779GzsKedvjbv4+NQLyu3/Y/J58e2zLg0z/xLawb747XPwBWR450BtI//pqsUQ9R/T+6o//lWrTKv0IKnkKu1OA/x/KuesA82r9UVz7L8+DyP7PviuB/K/Y/JTs2AvG6yj9/z1mwnqSKPymzQSYZOfy/PiE7b2Mz57/QYb68APv2v4pyafzCK9S/bvqzHykixz83pics8YD2P1N1j2yumru/KgDGM2jo8T9wQbYsXxfmv7+7lSU6S+I/aam8HeG09T8PuRluwGcAQHRGlPYGX/m/V+e91kqNpb/zPLg7azf7P1RvDWyVYAFA0qsBSkMN4T/n4JnQJLHXP7clcsEZ/M8/MlUwKqmT9b8/HY8ZqIz0v+Nw5ldzgNm/Bwq8k0+P2L/6RQn6Cz3Xv+2CwTV39N2/2a873Xni4j/wEwfQ7/vnPyDSb18HTuq/XANbJVgc4D/zyB8MPPfUP2aDTDJyFuC/owOSsG8n2D81XrpJDAL+P09Y4gFl0/e/BK3AkNWt0z8pdjQO9bvrP8Aiv36Ijeg/zF1LyAc98L8hsHJoke30v5bs2AjE6/m/ujE9YYkH8b+zCwbX3NHmv2SsNv+vuum/eGAA4UOJuj+HTs+7sSDuP2nGounsZNi/Px2PGagM8j8QdopVgzDhP+7O2m0XmvO/Khprf2d73j/+YOC59/Dxv1w+kpIehs4/YVRSJ6CJ9T/cSxqjdVT7vzenkgGgiu+/zQaZZOSs9r9rSNxj6YMDQJ9afXVVIOs/ou4DkNrE9D/wiArVzcXZPxpuwOeHkfO/Sn7Er1hD478MAiuHFlnpP4rnbAGh9ca/0lW6u86G5L/7OnDOiBIAwHpTkQpjC8c/Fva0w18T9L+lEwmmmlngv8mi+hi9ZKk//Ul87gT7778d+GI5UzKmv4Za07zjFMm/3gTfNH123D/VeOkmMQjWP1oPXyaKEOE/g/dVuVD54T+9OseA7PXCPyAot+17VOk/VB1yM9wA/b9ffqfJjDfqP/KYgcr4d+4/xOv6Bbvh+z9e9BWkGQv+P/IHA8+9h/E/CcTr+gU78j92ptB5jV3dv49wWvCiLwVAZVOu8C6X8j+Amlq21hf0P+if4GJFjfG/zEV8J2Y94j+E1VjC2hjWv8hCdAgcCdI/TkUqjC2E+L/7srRTczngP1uyKsJNRs+/BVPNrKWA4D+Xcr7Ye/HBP2L1RxgGLMG/N/5EZcMa4j8mcOtunurTvy/cuTDSi84/4WBvYkhOhj8UX+0ozlHevyeloNtLGvw/KxTpfk7B7D8PQkC+hArdP9AOuK6YEek/xr/PuHAg0r+tyEM6lz24v5yMKsO4G+I/48Yt5ueGqr8j88gfDDz/v5DaxMn9jvm/NPeQ8L2/5b9x5ldzgCACwC2Xjc75Kda/3SbcK/NW5b/+ZffkYaHwP1d5AmGn2Os/e4SaIVUU5L/EXb2KjA7eP2DNAYI5esA/1q2ek963AMC8rl+wGzb3P0gXm1YKgcC/5NcPscHC2b/GpSptcQ3gvxGN7iB2ZgLA/I9Mh07Pz78qN1FLcyvSv2q8dJMYhPA/bFz/rs+c2z+1boPab+3Gv0oH6/8cpgNAyqZc4V0uwj+BtP8B1qrav8g/M4gPbOS/XmbYKOs3v78DtoMR+wSQv/+Tv3tHjcm/EDtT6LxG+L/GUE60q5D0v1fO3hltVe2/LCtNSkG39r/AdcWM8Hbgv7ZHb7iP3Oy/aBnzhG+rsD8fgPU0NxGDv2BbP/1nzc+/GVbxRuaRAMBy/FBpxMzUv+IEptO6DeO/YTPABdky6L86P8Vx4NXbP9v3qL9eYeI/QPZ698d7+L8OoN/3b17ZPyaL+49Mh98/Dycwndbt5j+Do+TVOQbavyKKyRtg5uG/0At3Loz01D+xwcJJmr/pv0uvzcZKzMW/CoDxDBp6/b9o0NA/wUXwvxu7RPXWQPK/kKFjB5W40r+nejL/6Ju8vxmQvd79cfu/xvmbUIgA8L9N1qiHaPQAQFzMzw1N2du/oblOIy0V7b+asWg6O5kCwEDDmzV43+Q/ngYMkj6t6D9pc5zbhHvqv6fNOA1RhdC/VM5yNKIPpb+XcymuKvvpv+tztRX7y/Y/J/bQPlZw7z+tTPilft74P/qzHykiw8g/BcHj27sG4b/udygK9An2PynpYWh1ctW/lMFR8uoc8D8lQE0tW+vrP+KuXkVGB9i/pN++Dpwz+D9L5e0IpwX9v6XY0TjUb+O/x53Swfo/8r8jFcYWgpz2v2Ni83FtqNW/Nh/Xhopx8r/8HYoCfWIBQIqT+x2KggLAhbacS3HV8r+uKvuuCP7yP7DJGvUQDf0/+1ksRfKV2T/C3sSQnEzlP6QbYVERp+C/SkG3lzRGyT/zrnrAPGTXP/gZFw6EZOw/f03WqIfo6r+7Qh8sY0PDv0lpNo/D4OC/OE2fHXBd478/OQoQBbPlP+tySkBMwue/nzpWKT3T7L8tliL5SqDqPwq6vaQx2vo/zo3pCUs8+L9Eb/HwnoPsP+aRPxh4bv6/F9nO91Nj/b/PMotQbAXFP0uUvaWcr+e/M/lmmxtT8T/QuHAgJIvxv9Uiopi8geu/JH8w8Nz787/OOGgK+JCvv5YhjnVxm/O/HOviNhpA8L+NtiqJ7IPtv2a9GMqJduu/CRueXinL0b/xS/28qUjdvzv9oC5SqOK/DAVsByP2zb+5xJEHIgvmvwG9cOfCSKe/Z9Xnait27r9Gzy10JYLhPzKs4o3Mo/w/aOc0C7Q7nD/MKJZbWo3zv20eh8H8Fcq/xCXHndLBAcDo2az6XG3xPzVgkPRpFde/5nRZTGw+8L+SBre1hefJP0zfawiOy+M/mUf+YOC5wT9bYI+JlObtP3BDjNe8que/Tzv8NVkj9L9Zv5mYLsTQv5mAXyNJENi/xy5RvTWw8b/AstKkFHTJP62HLxNFyOy/Jh3lYDaB4r9Cz2bV5+rsP1k0nZ0MDvE/wcdgxalW5j/0NGCQ9OnuP205l+Kqsva/UKvoD8284b8TK6ORzyvRP5NX5xiQvfy/vlDAdjDi6b+mQjwSL0/iv+zTOyacJ5g/a5+OxwzU8r/kLOxphz/yP2SSkbOwp/a/dH6K48Ar5j8fhetRuB7Fv5xtbkxPWMi/NL4vLlXp478O2NXkKavjvx8UlKKVe+4/mxvTE5Z497+asz7lmCzdv+XyH9JvX/W/SDSBIhYx0j93Sgfr/5z+v/evrDQpBfI/aHke3J21+b9+xK9Yw0XIP1Ist7QaEtu/yM7b2OxI1L8LfbCMDd3kP09cjlcgetI/fT81XrrJ979b0HtjCADdP8wqbAa4IOQ/xomvdhTn47/VXG4w1GHnv0FhUKbR5Oq/fGEyVTCq/b8j2/l+arz9P4KPwYpTLeG/WoC21awz778V4SajyjDMv7TlXIqrSvS/jZqvko9d5T/ecYqO5PLTv8GNlC2Sdty/o+iBj8GK2z9B8s6hDFXXP/CHn/8evNW/Tnrf+Nqz4T8I7Oa58EmAvx0Dste7v/i/1NFxNbIr5D/ZPuQtVz/CP1IN+z2xTtc/mbfqOlRT279S81XysTvvvwMLu4MzU6m/+IkD6Pf90T9VpMLYQpD3vxR15h4Svta/B8GZTqGpsT9OucK7XMTkvwk1Q6ooXr2/3xrYKsFi/7+jsrwG2KKwP3Or1nifmbg/HTuoxHUM5L/9ezpowGqwP3hEherm4t4/aAjHLHsSwr9GCI82jljZP8qnx7YMOOm/JF6ezhUl6T+BPpEnSRcJwARVo1cDFOy/PglszsGz5z91sP7PYb7Qv6vOaoE9Jr6/BBxClZq98D/MJsCw/Pnrv3u7JTlgV9g/GfrM/uX/sL/vAiUFFkDtP13dsdgmleM/ybCKNzKP5L/uCKcFL/r+v6nBNAwfEfC/OMDMd/AT07+kwthCkIP6v16FlJ9U+/K/HooCfSJP/L85yDVPv1Wsv3Wvk/qytNy/u/JZngd30z/ovwevXdrav9S6DWq/tcm/lGjJ42n5zz+UMNP2ryziv89Lxca8jsS/SMFTyJV63r/CUfLqHAPcPzwoctJFVKI/76zddqG59D8aNPRPcLH6P+auJeSDHv2/O8IOCBltkj+g4GJFDSYAQGBzDp4JTdi/q5UJv9RP978hsd09QPfvP8cQABx79s6/o5HPK55627/l7QinBa/6PxPThVj9Eei/JCpUNxd/0j/qPgCpTRzwP0/KpIY2gOs/2/l+arx02r90B7EzhY4AQHPbvkf99dw/EY3uIHam0z/p0VRP5h/eP89r7BLVW/6/5pSAmIQLx79qFJLM6h3Yv78K8N3mjdG/NXwL68a7wT+L4H8r2bHDv6qbi7/tCdI/5hzhWSfToT/vc3y0OGPQP83n3O16adm/DVUxlX7C7b9tqL0t/fCgPzkOvFruTOs/v0hoy7nUDUAmUwWjkrrzv7vx7shYbe0/nu+nxks3+L8f14aKcf7vP0EOSphpe/e/mX6JeOt87z/CNXf0v1zfP0HyzqEM1eq/hiOjXksjsT/pnnWNloPhv+J30y07xJ+/t5p1xvfF7D/3Bl+YTFUBQKTH7236s/o/T5KumXyzyb/zcW2oGGfnv6nYmNcRh9y/2BGHbCBd6z9VFRqIZbPlP26iluZWiOG/MVuyKsJN4r/T2cngKPn6P+hpwCDpU+m/OShhpu1f5L+wHYzYJwDtP15ortNIS/Y/sOO/QBAg6T8/bypSYWwAwBbdek0PCta/vyoXKv9a7j81e6AVGLIBwBYvFobI6b8/zhd7L75o5T/NA1jk1w/Zv4LK+PcZF/m/7bq3IjHB5T8tB3qobUPnPywoDMo0msA/hPQUOUTc1r9fXoB9dOr1P+V620yFeOE/pDZxcr9D9D+f6SXGMn3pv39PrFPle+4/yQVn8PcL6j/iyAORRZrUv2jSAaSRKqk/+u3rwDkjvr8e3J212y7IvxXqRN1i2Ye/Bd1e0hit/L/jNhrAWyD2P1frxOV4Bes/SBtHrMWn0L/AXmHB/YDsP1Zl3xXB/9K/KLuZ0Y+G2r+neccpOhL7v10z+WabGwXA9UcYBiy5zj8bR6zFp4D2v+zAOSNK+/K/sWoQ5nYvyz8T1zGuuDjGP/XabKzEPOK/rP4Iw4Cl6z8SEf5F0Bjuv8h5/x8nTNK/4ZUkz/X9778J+aBns2r+v5upEI/Ey8+/PrFOle8Z1z8o1xTI7CzKP6nBNAwfkfW/vToiOl9Htb9D5zV2iWrzP+ljPiDQmey/7FG4HoXr8j8mcOtunmoFwGL1RxgGLOy/t5xLcVXZ+D+SPxh47j3ev3DNHf0v19a/Jv29FB407r93EhH+RVDvv/0v16IFaOG/s89jlGde2b8Q6bevA+fnPzYLD/UWaqy/h+EjYkqkAcA/OnXlszzyvwJIbeLk/ug/qrUwC+0c4b+rXRPSGgPhv/ay7bQ1oue/JoxmZfsQ6j9RiIBDqFLzP4jaNoyC4Ms/g6Pk1TmG9r9iEcMOY9LvP2/ZIf5hS92//elQl9bwoj8z+WabG1MFQAOy17s/3rO/XwfOGVFa8r8y5UNQNXrdPyBGCI82jvM/fJCvTt98uD8TueAM/n7fv+iFOxdGetA/4WJFDaZh9r/JyFnY047xvzoHz4Qmiee/HAjJAibw/L+j5xa6EoHMP8A+OnXlM/4/m1Wfq63Y/D9qvHSTGIT+v4i6D0Bqk/S/8n1xqUpb2D8xmSoYldQAQBVrXQ/LC7G/19r7VBUa5j+w/s9hvjz7v41Cklm9w9G/BKp/EMmQ7D8J/reSHRvovxlxAWiULtG/3nGKjuSyA8DJyFnY0w6/vyQqVDcXf9W/pvJ2hNOC8T/cnbXbLrTlP4F4Xb9gt/i/G2SSkbOw+b9CCTNt/8r1v1FsBU1LrNw/zCiWW1oN5b8xJZLoZRTrvwa7YduizNu/7+GS405p87+9GwsKgzLHP23jT1Q2rNg/Jd+2AH7XoT+Yio15HXHVP6M6Hch66uA/2JqtvOR/7T+95erHJvncP0XXhR+cT9c/AmVTrvCu8T8/HY8ZqIzoP1lpUgq6Pfo/AvG6fsFuzD/pCrYRT3bjP0PnNXaJ6vS/offGEAAc5b8T1VsDW6X9v3y5T44CxOC/k6espuuJ5T9X0LTEymjePwAfvHZpw8E/uoPYmUJn8r8yrOKNzKPvv7u4jQbwFvi/U7MHWoEh2j9maafmcoPJv4L/rWTHRvU/f2399J+1679I+Um1T0fzv7cnSGx3D8g/2ht8YTLV8T+8ZNKVvsa0v/LNNjemp/W//OO9amWCDUCA7zZvnBTMv7LUer/Rjto/7//jhAmj7T8d6KG2DaPrP9/DJced0v8/ZOsZwjFL578/AKlNnFzyv+YIGcizy8E/p+z0g7pI5j+BIECGjh3lP+4JEtvdA9O/lDE+zF625z/+ZffkYaG6P+wvuycPi/E//dmPFJHh+z+XkA96Nqv0PwdfmEwVDPs/DcUdb/Jb1L+GrdnKS37oPw8r3PKRlOO/PboRFhVxzD8lB+xq8hThvx2SWiiZnMw/4UVfQZox9j/+PcJ67eOavxbe5SK+E8k/hbGFIAel+r/PaKuSyD7nv5boLLMIxeg/VRSvsrYp1T8qAMYzaOjzv3fWbrvQ3PE/Q61p3nGK/7+FsvD1tS7sv+54k9+ik+Q/6gQ0ETY88j+ZH8n2a/yTv49uhEVFnMA/IabpWEo7sr+4yagyjLvXP8N/uoEC79g/LnWQ14NJ3r8pstZQai/dPw0zNJ4I4ry/ogvqW+b04D8HhIw2fSybP3y45LhTugLALgPOUrKcvD9qIiLrX0iNPzdV98jmqtk/Hhmrzf+r1L/FILByaJHzP7aT0n1K36U/yqfHtgy44L+l9bcE4J/rPysYldQJaNO/qrcGtkow7L8QscHCSRrjv3u/0Y4bft0/dsO2RZkN+b8486s5QDDHv6Z+3lSkQvy/XK/pQUEp4j+kbJG0G33jP2NDN/sD5e6/YMjqVs/J9j+fjscMVEb2P4Bjz57L1Nm/v2VOl8VE9j+3YKku4GW6v4yd8BKc+tO/zlKynIRS478lehnFckvxPwnE6/oFO/W/aeBHNex34T9pHVVNEHXwP2LboswGGfs/4qsdxTnq7b9rKovCLgrtP5ApxMg3gK+/BHKJIw9Ezr/5LM+DuzPgv1oIF5dP+64/ak5eZAL+7b/bFI+LahHZv8+Du7N2W/Q/Tzv8NVmj8r+ALa9cb5vJv0UTKGIRw74/JXhDGhW45z/NCqBzEqWsP0GADB07qNS/1bK1vkhowT+Wz/I8uLvtPxiOjHotjbS/bHpQUIpWxr+EZAETuPX0P6+0jNR7Kti/vmvQl97+xL/0jH3JxoPHPxKkUuxoHN4/v4I0Y9H05D9Z38DkRpHiv2fyzTY3pvU/J2vUQzS68T/esG1RZgPhv/sFu2HbovI/wt8vZkvW7b8KLlbUYBrfvydO7ncoCvi/G0zD8BExvb9RpWYPtALwP/zEAfT7/tk/LXx9rUsN7z8sLo7KTdTTv53X2CWqN/e/8LA/P0KDtT/3nKox11iIP5FEL6NYbvq/G9QjsrT4tz85miMrv4zmP0QOW8TB75i/Qxzr4jaa9z9LWYY41kX1P3+ismFNZey/toR80LNZ5D8v+grSjEXyPxIwurw5XO+/T0ATYcNT9L/RAx+DFSfgPxH92vrpP90/mRBzSdV20b8WbvlISvroP7haJy7HK+Y/rRdDOdEu8r/edwyP/SzTv2cmGM41TOE/Ht5zYDnC6D+pTZzc79DwP7nH0ocuKAHAqTKMu0G01z8x68VQTjQHQCU9DK1OTuq/ARjPoKG/AcAJap1dYzyzv6zVaINdXrK//YUeMXpu3L9seHqlLMP5vwmp29lXHui/UDqRYKoZ7T/zyB8MPHfov26iluZWiOc/Xmiu00jLAcB9W7BUF/Djv+tztRX7y9+/pP/lWrQA2z8iUWhZ9w/kP7fT1ohgHOS/Sx+6oL5lwD+u8gTCTjHiPx2wq8lTVuG/r68a8J6ocT9KRs7CnvbuP9Wpl4Swv7e/NBE2PL3S+b93dX3VgPe0vyI3ww34fPA/VoLF4cyv9L+k/nqFBfflv1HaG3xhMu+/tCCU93E0578EBHP0+D3yPxrAWyBB8fQ/+g0TDVLw67/w6gvXWeOiP3tLOV/sPeY/HJlH/mDg8T93ZoLhXMPKPzI9YYkHlPK/001iEFg58j+/gjRj0fT4PwGHUKVmD98/pWq7Cb5p7T+DaoMT0a/mvwpNEkvKXe+/ms+52/VS5j/rrYGtEqz8P2/Tn/1IEcs/+pgPCHSm7r8hIcoXtJDcPwZGXtbEAtI/Mr/kkB7Qq79H5pE/GHj0P0RMiSR6Gdu/woTRrGyf5D8v+grSjEXZv/zkKEAUzJA/8GyP3nAf378QI4RHG0f1P9RGdTqQ9dk/EJIFTOBW8L8ttHOaBdrqv5CDEmba/vW/1gJ7TKS06796NxYUBmXcv9UhN8MN+AjARkCFI0gl77+qnif5bHi5v/7zNGCQ9Nu/BIQgUbLmsT9yameY2lLBvyKJXkaxXPo/umbyzTY397/vycNCrWn3v+FBs+veCuI/yOwseqcC7b+Rm+EGfH72P5QzFHe8yda/VaTC2EKQ+z+U9ZuJ6ULvv/AWSFD8GPW/PPTdrSzR678Np8zNN6LjP4L/rWTHRvA/fjfdskP8w79Xz0nvG58CwMfXnlkSIPY/svShC+pbzr9iTPp7KTzXP1cHQNzVK+C/qwSLw5nf6L9qLjcY6rDiP5RNucK7XOO/dZFCWfj6yj+rs1pgj4nXP2OcvwmFiP0/uwopP6k2B8Bp/pjWprHdP26l12ZjpeC/j3KLVHMUs78O2UC62LTYv3V2MjhKXs+/R4/f2/Tn878Fbt3NU53yvzOjHw2nzNy/GVbxRuZRAcAFb0ijAifov2/Tn/1IEaE/KkrwIwpvd7+qC3iZYSPnvxX/d0SFauO/Afvo1JXP87/qXbwft1/oPxCSBUzgVvG/N3Fyv0PR8j/53An2X+ftP3bDtkWZDcy/twvNdRrp8r+FzmvsEtX7v2g/UkSGVfO/gv+tZMfG+b/nAMEcPX72P0j+YOC59/w/SZ7r+3CQ6z8WTWcng2MGwEHXvoBeuNQ/j+TyH9Lv9D86zJcXYB/5v/UsCOV9HNm/Bi/6CtKM2z/kLOxph7/iP7N5HAbz1+E/v9TPm4rU4791H4DUJk7xP+nSvySVKeA/r8+c9SlH4z/IXu/+eC/6vydO7ncoCvI/eqpDbobbBECaXfdWJCbRv9mZQuc19v2/RRK9jGK5+L9GtvP91HjSP2b5ugz/aeG/qG+Z02Ux8j/LviuC/639v3P3OT5anNK/HsTOFDqv+L8hdqbQeQ3wvxFWYwlrY9M/i96pgHse7z8wf4XMlcHrv40KnGwD9+q/DFpIwOjyxj8qUmFsIcjZvw6GOqxwS+O/T6+UZYhj/z+I1/ULdsPuv4Emwoan1wLAUoGTbeCO7b+sG++OjNXtvyUhkbbxJ9e/HQOy17u/+D9QRHUpZJ2gP9UmTu53KPK/XyS05VwK9b94uYjvxKzZvyNOJ9nqcr6/bOwS1VuD4z+MaaZ7ndTDv2X5X1OMmJ6/X1/rUiN07j9t5SX/kz/nP5I+raI/tO+/oaF/gouV/L8lYxCz8iaCvySpt8wKwYE/sFWCxeHM97/qz36kiMwEQASNPotKj5s/1uWUgJgE4T+z0qQUdHvbvy/7dac7T+k/86ykFd9Q4b90Ka4q+y79P2bbaWtEMNY/WONsOgK4z7+OI9biU4D1v50ui4nNBwPAiNaKNse50L8VUn5S7VPxvwul5faBmrA/bh+oCZHCiz/Qq0vXXeq1Pwzmr5C5Mu+/d2aC4VzD5z+FsYUgByXyP6/qrBbYY9O/qS9LOzWX27+XOV0WE1sDwI6PFmcMc8C/lMFR8uoc87/Y8PRKWQbwv7ddaK7TSPG/JemayTfb97/kEdxI2SLQvy8012mkpfC/kYVDyqpjmL/mywuwj07QP5J55A8GHvY/UAEwnkFD/L8hk4ychb33v7Tjht9Nt8o/KLxfYLHhtj8OvjCZKpjrP1SLiGLyhuC/AcPy59sC7T+E2JlC5zX9P/LpsS0DzuO/donqrYEtAMDzOAzmr5DrP9KOG3433cC/fsnGgy122b+l942vPTPiv/4mFCLgkPK/klz+Q/pt7D9W8UbmkT/lPznwarkzE8g/XDl7Z7TV5b/PMSB7vXv7P93OvvIgPee/cXFUbqKW3j9KKej2kkbyvymwAKYMHMS/q83/q46c4D92cRsN4C3wv8xCO6dZoLk/K/htiPGa4r+8eapDbobzv0Fl/PuMC/Q/VMa/z7gwA8BcWg2JeywAwJVE9kGWheS/PKHXn8TnyD8+6USCqebov6xzDMheb/2/O420VN6O0T9becn/5O/XvyCaeXJNAeA/VWzM64hDzL9blNkgkwz8PzEnaJPDJ+W/d4U+WMaGxL8/qIsUysLbP/TAx2DFqca/ADrMlxfg8D+GWWjnNIvgP77bvHFSmNa/OzYC8bp+8z8MrU7OUNzUvz1jX7LxYOi/XJAty9dl479pjxfS4SHMP5fFxObjWvu/kq6ZfLNN/r/xLawb7w7lPxoVONkG7t4/WHOAYI4e0b898ZwtILTev4/8wcBzb/a/CMiXUMHh4D+gqGxYU1nMv/ePhegQuOW/nL8JhQg48T+SdM3km+3wP77mCxC7pbc/EtpyLsVV9r9Zbmk1JO6tP5rrNNJS+fM/5ljeVQ+Y6j9xPQrXo3D5v4L/rWTHRvw/BTOmYI2z6z9f7SjOUUfXv46SV+cYkPE/3V7SGK0j8b84Z0Rpb/Dxv84ZUdobfNI/guSdQxkq4j/4U+Olm8TOv9qQf2YQH84/E0TdByA18z8dIJijx+/FPzXrjO+LS9c/Rii2gqal7j+u8C4X8Z3Kv0ioGVJF8d4/eb3JqXxTcb/uJY3ROirzv4W1MXbCS8K/fZbnwd3Z8z/LoUW2833xP7bz/dR46dI/tcU1PpN947+oVImyt5TWv/7Soj7JneI/hCugUE8fub811CgkmVXov4v7j0yHzu8/aObJNQUy6b/kDwaee4/4P9I6qpog6vI/RQ98DFYc5D/tgsE1d3Tqvw+0AkNWt/e/mS1ZFeEm1T8E5Euo4HDmPzF8REyJJOE/LbKd76fG+b8GhUGZRpPjv/QxHxDoTNe/p3aGqS115r/nAMEcPX7wv8x/SL99nfI/XhH8byW76L/tnjws1Br4v72siQW+ors/nBa86CvI9D9dFhObjysAwMxh9x3DY9k/78ouGFxz3r/bv7LSpJTzvweynlp9deK/cy7FVWXf87+w/J797VeWv60Yrg6AOOO/fPKwUGsa+r8xI7w9CIHpv4l6wac5edU/V7Q5zm3C6z99g+W+i62GP+91Ul+Wdtu/v4HJjSJr47/JBWfw94vRP2LX9nZLcty/ggAZOnZQ6D80ZhL1gk/RP7A9syRATfY/NbVsrS8S4z9S7j7HR4vUP1tfJLTl3Pk/tVAyObUz5z+kGvZ7Yp3bv1TGv8+48Pg/uFhRg2mY+L+6SQwCK4fxPxjPoKF/gu0/58Qe2scK7z+0jqomiPoAwEvJchJKX9y/ED//PXjtor/c14FzRpTTP9L7xteeWfi/ptB5jV2i0r90RL5LqUvAv/qcu10vTeQ/ccYwJ2gT7r+2K/TBMjbTP14PJsXHJ9i/tHdGW5VEzD/JBWfw94vaP8MN+PwwQuG/KuPfZ1x4AsBaETXR56PrP32TpkHRPOC/xhhYx/FDz79N9s/TgMHivzUMHxFTIsc/7lutE5dj678AUps4uV/0P7AD54wo7QNAwJMWLqsw6b8W9rTDX5P4P0NznUZaqug/1xael4qN5T+nCHB6F+/Hv6fkQR/RqaA/14aKcf6m/7/zk2qfjsfxv/mjqDP3kNU/ByY3iqw14z+gxVIkX4nsP4XMlUG1wdq/gJnv4CcO5b9F2PD0Slnyv/z7jAsHwvE/9Zz0vvE19r8sZRniWBf6v1XCE3r9Sde/zHoxlBPt2D9tOZfiqrLxv5CIKZFEL/S/tI8V/DbE478D6s2o+argvxkcJa/OMfG/l6lJ8IY02D9SuYlamlvQP67TSEvlbfa/u9Vz0vtG8r8uymyQScbvv4rNx7Wh4uk/JJwWvOir+b+N7iB2plDwP2g+527XS8c/fERMiSR66j9v05/9SJHtP1BUNqypLOO/A7LXuz/e8j+ALa9cb5vbP1/Rrdf0oOC/UFPL1voi9L/dmQmGcw3hv7eXNEbrKPC/g8MLIlJT5T/PaRZod8jiv2e610l9WdK/BkfJq3MM9b8Dd6BOeXTNvyBfQgWHl+g/1lJA2v+A7D+RLGACt24DwEYGuYswRdy/WP58W7BUyb9rgqj7AOQDwJ4I4jycwO0/kbQbfcyH6793vp8aL13xvyKrWz0nPfO/dXedDflnxD8OTdnpB/Xmv5KyRdJu9OG/4umVsgwxB8Bc5nRZTGzyv7OZQ1ILJdA/0UAsmzkk3L8WBEXi1L2UPy47xD9s6d6/xr/PuHAg8D/goSjQJ/L9P0nVdhN80+8/c5zbhHtlwL85lbFG4oqYvyC1iZP7HfC/K061Fmahwz/KVMGopE7xv4f+CS5WVOE/B+qURzfC5L/BxvXv+szDPy3RWWYRitG/r3yW58Fd9z9EMXkDzHzgv7A4nPnVnOq/7yB2ptD59z9xcr9DUSD8Px+EgHwJFdk/zhlR2hv89b/KjLeVXpvQPx5QNuUK79W/RU1Ps5t0rr/gK7r1mh7gPzdStkjajdK/t9CVCFR/4z8XvOgrSDP+P9TUsrW+SNE/kx6GVidn5L9GBrmLMMXtv8ZpiCr8Ge+/ur2kMVpH4r8zxRwEHa3nv5yIfm399NW/oGtfQC/c6D8JG55eKcvdv8pt+x7118E/HebLC7CP0D+O6nQg66nSv4KOVrWkI+W/SWjLuRSXAcAq/YSzW0vjv/XXKyy4n+O/bjKqDONu3z+XVkPiHkv4PyqpE9BEGAHAEr2MYrml8L/biv1l96QAQK6gaYmV0cq/v0f99QoL1L/fawiOy7jiv6ZDp+fdWNk/ww34/DDC8z+aRL3g05zlv/IHA8+9h/s/Pj4hO29j3L/wpfCg2XXZv3FV2XdF8Nw/yF7v/niv07+fOlYpPdPXv+dvQiECjuA/q8/VVuyv47+DGVOwxtncv4ALsmX5ute/YmcKnddY/j/gLZCg+DHiPywujspN1OA/CACOPXuu5z8Z4lgXt9HaP94+q8yU1sc/SfQyiuUW6j+fzarP1dYDwCi4WFGD6fg/q+y7Ivhf+T+TUtDtJQ37v4NRSZ2AJuC/DFcHQNzV1z93L/fJUYDVv+54k9+iE+y/MV9egH103r9czgByHT6wvynQJ/Ikafk/Yd14d2Qs6b9RLo1feCXbvxqojH+f8fI/flGC/kIP5r9hUnx8QnbgPwIoRpbMMe6/o8wGmWRk9D9AFqJD4EjOPwPN59zteuO/LNMvEW8d5D/ZsRGI13X2vxXGFoIcFPs/saNxqN+F2b/OcAM+Pwz3v1ch5SfVvvG/toR80LNZ8r9bDB6mfXPDPwVR9wFI7QRAKnKIuDmV7z9WLH5TWKnZv+WdQxmqYtK/i96pgHse6T/iPJzAdFrcv1oqb0c4Lf4/ZeQs7GkHAMA/AKlNnFz3P/wApDZxMgPAzftJxnsfoL+YbhKDwEr6PxzRPesaLdS/Ck0SS8rd3r+YTus2qP3Uv57ZZEPtba0/HomXp3NF6b/hKHl1joHwP+IjYkok0QXAgQTFjzF3679M/bypSAX4v7CO44dKo+o/OKEQAYdQvT8YRKSmXUzdv9rKS/4nf9W/UBn/PuPC9z/rVPmekQjmv78PBwlRvtm/RXr2Ae2zjz8+0AoMWV30v3506spnefo/R3cQO1No9z8HzhlR2lsFwB04Z0Rpb/2/zVZe8j/51L+X/iWpTLHhPzY9KChFK+K/c+Q3OwjwnL9Cz2bV52rSP73faMcNv+Y/lltaDYn79b8N+tLbn4vOv/w07s1vGO2/uq5OhMPBuL9DAkaXN4fcPzlFR3L5D9a/qFFIMqt35z/6kjJO6JqOv+mZXmIs07u/hjjWxW20978BpDZxcj/wv38TChFwiPg/XKrSFtd45r9j1SDM7d7gv8Ni1LX2PtW/pb+XwoNm2T/VCWgibHjzv3cQO1PoPATAdCMsKuJ03j+7K7tgcM3Wv9i2KLNBpvC/4GjHDb+b3T+ID+z4LxDgv12Kq8q+q/C/ceZXc4Bg67/EXFK13YTlv6DiOPBqudY/xcpo5POK4D8IO8WqQRjnPzTVk/lH3+g/DyibcoX38b/ZLiOrEbCyP8u/lleut9Q/FJZ4QNkU5b+KAn0iT1IBQGFZxAt9C4Y/rBkZ5C5C5b95W+m12djivwJiEi7kEd4//bypSIUxAEB4CrlSz4LevwXAeAYN/fA/H3LpTmZygD80EqERbFzdPyjXFMjsLMY/liGOdXGb6j8aETHK2HW0v/8G7dXHQ88/A1slWBzO8T8cCMkCJnD1v/K1Z5YEaABAW+832nHDuz8OSphp+9f4v0t2bATidQPA4WJFDaZh8D85C3va4S/3P2n/A6xVu9o/bw1slWBx3D/F506w/7rgP4AMHTuoxNo/0zJS76mc1D8iVKnZA63zP5c6yOvBpNW/qpog6j4A0r9dp5GWytv3v5qw/WSMD9S/+WabG9MT/b/jNEQV/gztPynN5nEYTOm/4Lw48dUO478N/+kGCrzHPzuqmiDqPvg/e+hxzj5FlD81fXbAdcXnP0FIFjCB2+s/7IQ8J2K2tT8tCVBTy9bQv+/Jw0KtafC/OEnzx7Q23r/jGTT0T/D2v32R0JZzKeW/qFfKMsSx6z8yAb9GkiDEv0BDSZIxiK0/Dvj8MEJ49z8mV7H4TeHjPymV8IRef94/q+rld5rM1j834PPDCOHev/sFu2Hbovq/3J212y609T9FNBU9S+umv2ZoPBHEedq/G9gqweJwwL8EyxEykGfVv5J1OLpKd9C/LnQlAtU/tD9nLJrOTgb+v4guqG+ZU/K/ogvqW+b08L8hsd09QPfov/DeUWNCzMW/yt+9o8aE3D995ebAF8uhvzI5tTNMbdi/xgDk38IVtb+2SUVj7e+8v8U4fxMKkfC/eHqlLEMciz9SJ6CJsGHwP5pbIazGkuu/B5BGqpRDsD9zaJHtfD/yv6RVLekoB9q/xjGSPULN2z8hPNo4Yq3kP8/abReaawXAFXMQdLSq0b++vtalRmjtvyMQr+sXbPe/X7LxYItd4T/L1Y9N8iPkv9WT+UffJOi/sh6tILwsrD825QrvcpH2P8SWHk31ZL6/Foczv5qD+78d9/djpCitvxmto6oJIgDA0SLb+X5q9T/OiqiJPh/NP5jdk4eF2va/f6Dctu9R5b8bu0T11kD9PwrCcAkb+Zc/BB4YQPjQ7z+SyOMOQA+2v7H5uDZUDPO/NNqqJLKP5z/Gh9nLttPhvxEZVvFGpgxAyVcCKbHr6L+6FFeVfRcAQKqCUUmdgO2/t+wQ/7Cl37/84HzqWKXkP/WFkPP+P8o/+THmriXk3T/jjcwjf3ACwA2reCPzSOg/eqcC7nl+4z/0bFZ9rjb3vx4zUBn/vvq/A5MbRdYaxD+HxD2WPvT0P/WfNT/+0t2/sb/snjys4r+KyLCKN7Lwv5iIt86/Xea/DVTGv8/4BECAuoEC7+TTvxR2UfTAx+a/K061Fmah6b8/HY8ZqAz1v/XWwFYJFuG/TIkkehlF8L+LFwtD5PTWv6dB0TyARdu/3J212y608T/v/nivWpn2v0KygAncOvo/TIqPT8jO3L/OwTOhSWLWP034pX7eVPa/ukkMAisHAEAI51PHKiXsvwiT4uMTsug/5xiQvd596r8vGcdI9gjrP+QxA5Xxb/c/NuZ1xCEb4b8dPX5v018EQG/whclUQfO/hJ7Nqs+VBcCHwmfr4ODtP5Rqn47HDO4/Qnv18dB3yb+N0xBV+LPoP/7xXrUyYeu/8x38xAH0uz+L4lXWNsXuP3OdRloq7/I/hCo1e6BVBMALDcSymUPiP6D9SBEZVtW/8KfGSzeJwT9bzqW4quzyP5TtjWuNUpM/vCNjtfl/xz9j8DDtm/vkP+jc7Xppito/Psxetp024L8drP9zmK/mv2iwqfOo+Oe/yjfb3Jge8j9ZGCKnr2flP5Ay4gLQKNk/yhr1EI3u8j9tkElGzkL8P2DkZU0s8NW/PDCA8KFE3r/edqG5TiPqv2l35QaFOXi/+IiYEkn0+D8bZJKRszD/v72rHjAPmeK/LC7pg8Aliz/ECUyndRvdP+KS407pYNa/H/RsVn0u+T+Tx9PyA1fDP7A4nPnVnPu/m8k329wY9b9ZNnNIaqHjPw7r+PVkekk/ogkUsYhh779968N6o1a8v424ADRKl+a/9YttrYrLsr8S3h6EgHzdPxA7U+i8xtq/6C0e3nPg4D9eaRmp91TVv4o+H2XEBd0/+CP71j1orL88a7ddaK75v5YJv9TPm/o/pWYPtALD87/uEFpqGJmrvzYxbrQtFLa/hUIEHEIV7z+7RPXWwFbyv9Zz0vvGV/+/AwIhgj82eL/mPjkKEAXjP90kBoGVQ+4/2LYos0Em3b+KyLCKNzL1v0lL5e0Ip/u/zvxqDhBMAcAzbf/KSpPxP/w3L058NeI/z9vY7Eh147/yQ6URM/viP8jQsYNKXOK/p11MM91r7T8W9rTDXxP2P09Y4gFl0+W/xOv6Bbth9T+loNtLGqPxv8rDQq1p3vU/OiAJ+3YS4r96UiY1tAHQvw6hSs0e6PY/KgTNQpZgtr/b+X5qvPTwv9uHvOXqx74/O+KQDaSL4D90XmOXqN7yP3fbheY6DfK/Sino9pLG9D8dAkcCDTbBv9I1k2+2udg/XmbYKOs3Y7+PAG4WLxbKPy4bnfNTnOC/d7temiLA5T+VDABV3Ljfv7yuX7AbtgHAlxsMdVjhnj8hWFUvv9Psvygn2lVI+fW/nUtxVdl38D/EWnwKgPHxv3sxlBPtKvy/zZNrCmR2zD/Tn/1IEZn9v9v4E5UN6+k/ZILQMGsYsj95zEBl/Hv7P1fqWRDK+8K/1xael4qN3j/TpBR0e8nzP/iNrz2zJP2/LskBu5o82r+ILqhvmdPzv7ahYpy/ifU/5IbfTbfszr/VQV4PJsXcPx5QNuUK7/U/E9TwLayb4L+byTfb3BgHwFIP0egOYve/Bwjm6PF78D93o4/5gEDgvwETuHU3T/G/nysAfKZNm7+Gdk6zQLvXvzzZzYx+NOm/S9NW2wNjtb/oE3mSdM32v+gTeZJ0Tek/6NuCpboA6j+twJDVrR7pP4M0Y9F0dtc/GvuSjQdb0j8uVP61vHLUv2R1q+ek97k/FqQZi6Yz+j/MC7CPTl34P42ZRL3g08C/ppvEILDy/D+dRloqb0f9P11Std0E3+u/QUgWMIHb8z9q+1dWmhTyvwzlRLsKKfm/SriQR3Aj2D9MbhRZayjhPz0nvW98bfY/1esWgbG+4L+EKjV7oJXhP7r3cMlxp/u/x2HVxRJ7uT+8XMR3YtbxP3GqtTAL7aQ/yVKQRNTpsb9ZUu4+x0fdP4Ru5dtxebi/4KEo0Cdy/L88M8FwrmHqP9vBiH0CKMK/46lHGtzW6z8vMgG/RpLtvwGmDBzQ0rk/Df0TXKyo8z88ZqAy/v3yP1xxcVRuoty/qRd8mpOX4z+KBil4Crnrv0OpvYi24+Y/Er9iDRe50D+8BRIUP0b3v5n091J40Oa/euQPBp7797+B7PXuj/f1P2oSvCGNCua/yM1wAz4/5L8cmUf+YODwPxMKEXAI1QVAoaF/gouV6T8PuRluwOf2v81aCkj7H6A/e0s5X+y93b/XUdUEUffzvwu1pnnHqfk/ychZ2NMOp7+gpMACmLLkv6rx0k1ikPi/08H6P4f597/ey31yFCDUv64oJQSr6tS/VLGMaJZfsz+0dAXbiKfvP5ayDHGsC/c/SS2UTE7t47/X3TzVITf5vx4y5UNQNeu/ny3WJgRhlT9z9Pi9TX/Cv1xxcVRuosS/fLjkuFM6yj8FTyFX6lnTv171gHnIlOI/GLFPAMXI6L+0kIDR5c3jP1w4EJIFTPM/v9U6cTle1j84Mo/8wUDsv98a2CrB4v0/bw9CQL6E3T8JibSNP9Hivy9RvTWw1QBA9tA+VvBb7T+bnyzGCsikPyYapOAp5O+/49mKoqyEs7+UEoJV9fLsv2R1q+ek9/q/yXa+nxov8j+3C811Gun4PwStwJDVrfI/Xf5D+u2rBMC/8iA9RY7nv23H1F3ZBdI/vyoXKv9a3j+w/s9hvvwBwDMbZJKRs9k/z04GR8kr9T8dlDDT9q/4v5bs2AjEa/u/fV7x1CON4D8B2vv5W6ewv1Ou8C4XcfU/FM0DWOTX5j+7DWq/tRPev1BSYAFMGdG/nUtxVdm3AkAiOC7jpgbSP1HaG3xhMvS/4jsx68XQ9D9ehZSfVPvrv48AbhYvFsA/SaKXUSy337+piT4fZUTmvz1rbdBNUaC/9pZyvth74L/vcaYJ20/Sv8EcPX5v0+Q/8L4qFyr/2b9gV5OnrCbov0D8/PfgNeW/18BWCRaH8z/warkzE4ziv3MQdLSqJdE/UmNCzCXV6b/uPVxy3Kn4v2HgufdwyfW/PKJCdXNx6b8n9WVpp+bMv6K1os1xbtY/NbVsrS8S2L97a2CrBAv5v6EQAYdQpfC/iBHCo42j+r+S+AWJJ5p7v4/DYP4KmdI/nfS+8bVn+T+oxks3icHuv9R9AFKbON0/jSWsjbETzL8tPgXAeEYEwFtgj4mUZtw/e4hGdxC78r+Dhv4JLlbzv7ml1ZC4R/q/+ie4WFED9b+orKbria6/v+7O2m0Xmvi/Lc+Du7N28D/XFwltOZf2vxMPKJtyhdI/3qrrUE1J0j9XsfhNYaXIP0w3iUFgZfC/nZs24zREyb8v3SQGgRXgP0Xwv5XsWPG/OWHCaFa2wb90tRX7y27zPz4/jBAebfE/gQcGED6U2j/ye5v+7Mf2Pxh5WRML/OW/rWnecYoO8D+H4SNiSqTtP9XPm4pUGPu/c51GWipvwz/RH5p5ck2hvyJRaFn3j+k/+Q/pt6+D8D/D2EKQgxLiPzMzMzMzs/G/WpvG9lrQ2z92Ul+WdmrZv0gWMIFbtwBAWP/nMF9e87+4HoXrUTjsvxvZlZaR+u8/zTtO0ZFc8D/XMa64OKrvPxfVIqKYvNG/w++mW3aI3D8QecvVj03Ov0s9C0J5H8m/mzi536Eo+r+eeTnsvmPrv2ZrfZHQlvA/+3lTkQpjm7+xFp8CYDzqP9ZUFoVdFNe/BW7dzVOd779zY3rCEg/2v9lfdk8eFvi/uatXkdEB3j9KdaZ1wBq2v07udygK9PU/oBnEB3Z8478Y7lwY6UXZv2UXDK65o68/xF+TNeqh9r8jg9xFmKLKP3zVyoRf6vC/uk24V+Yt5T/gDtQpj27Sv419ycaDLcI/c2N6whIPxL+w6NZrelDKv+CGGK95Vda/5bhTOlj/9D/jGTT0T/DxP420VN6OcOe/OEnzx7Q2xz9YqaCi6lfZvw8PYfw07te/QwHbwYh91z8TSfQyimX1P8oYH2Yv28Y/8s02N6an5j9MM93rpL7vv/bRqSufZfS/Ad4CCYof0j81Bwjm6HHzP/wApDZx8vk/mN2Th4Va8j+g4GJFDSb1v3Or1nifmbI/0CaHTzqR7L9RiIBDqNL1P8VVZd8VwfK/JVmHo6t00j+7Q4oBEk3lPwOy17s/3vu/9lH8zuW8ob8eM1AZ/770vwwEATJ07NA/RpT2Bl8YCEAAxjNo6B/1v7jpz36kCP2/PQrXo3A91j+rJoi6D8Dxv8WsF0M5UfI/0ZZzKa4q9L+t+lxtxX7rv8JtbeF5qcA/Nh0B3Cxe778WKw93mnGPPwwBwLFnz+Y/RrWIKCbv6L8S91j60AUAwM3mcRjMX9A/UkZcABol4z+6oL5lTpfyPzqvsUtU7/S/CD2bVZ+rxT9Fm+PcJtzbvzjYmxiSE+U/2bERiNf1+79uowG8BRL0PzKP/MHA8+g/Olj/5zAfAkCYbhKDwMr5v5LrppTXyue/5xpmaDwR2z8PgNm5QLR8v31cGyrG+f4/3gIJih/j/T8nEkw1s5bCv29FYoIaPuq/t+7mqQ659r9jDKzj+KHTP64s0VlmEdU/Ky/5n/zd7L+1T8djBqryv9wpHaz/c+I/f05BfjZy0j/dfCO6Z13YP0A8AQP38pG/Xr2KjA7I5L98DcFxGTfQvxBdUN8yJ+s/Yd9OIsK/2j+PUglP6PXNv5eo3hrYKr0/w9Zs5SX/zz9FvHX+7TLmv4YDIVnABMA/5ULlX8ur6L8C1xUzwtvaP0fLgR5q28K/Px2PGaiM8b8J4jycwPTpv8JpwYu+AgDA9dVVgVoM4D+qmiDqPgADwPorZK4MquA/3795ceKrtb9HIcms3uHIP0j8ijVc5MQ/kQpjC0EO/b/dByC1iRP5P10z+WabGwVA8YKI1LSL4b/Jx+4CJQXQPwZkr3d/vPs/rwj+t5IdBMC3lzRG62gIQKLUXkTbseE/zqW4quy7+L/tmSUBamrzP2iz6nO11QLACDpa1ZKOur/fxJCcTNzaP9JT5BBxc+A/zwKjgQ6puL8xYTQr24fYP6yql99pMuc/nyEcs+xJ479Kw9/l2DCtP6yt2F92T/o/LbEyGvk84j/UJ7nDJrLvv1YQA137AtG/K0zfawgO6L/h7NYyGY7Hv2L1RxgGLNq/kOivoeWKqL90Ka4q+y7ov1c/NsmP+M8/rg0V4/zN/r84oRABhxAAQGqHvyZr1P8/TP28qUgF8L9YWHA/4IHDvycAWk6doq6/647FNqlo1T9pyHiUSnjjP0brqGqCKOo/NlZinpU07r+eCU0SS8rcP4nTSba6nO+/WFhwP+AB7D90B7Ezhc78v0N0CBwJNLy//Z/DfHkB97/Ghm72B8rTv2vUQzS6g+K/zNHj9zb9/L9ZF7fRAN7xv+KS407pYMU/hleSPNf33j8XD+85sJznP3EbDeAtEPW/KlQ3F3/buz/G+3H75ZPpv56ZYDjXML8/OX8TChFw+r/goSjQJ/Lwv8U4fxMKkfW/jL6CNGPR/z9NhA1PrxTwv1qbxvZa0K8/IoleRrHc3D8jhEcbR6zbPzxrt11oLvC/713ed2dItL8486s5QPAHwDquRnal5em/BU1LrIxGfj+m7V9ZaVLcPypY42w6gus/4UVfQZqx/T8mcOtunurRv4TZBBiWP+k/wXPv4ZJj4r/HSzeJQeDiPwdCsoAJ3Oo/fCsSE9Rw4r8Y6xuY3CjWP3XkSGdgZOY/izIbZJKR8z9G0JhJ1Iviv/tXVpqUgvQ/lx3iH7b01T9vRzgteNHXv2PuWkI+aPQ/NloO9FDb4T8bKsb5m1AAQJUsJ6H0heq/zefc7Xpp1j//eK9amfD+v9xoAG+BhOk/FoTyPo7mzj+5cCAkCxjiv2cmGM41zOu/EvdY+tAF8z+MKy6Oyk3MP0IJM23/yuM/FcjsLHqn0j8DPj+MEB79P+NsOgK4Wdk/3zXoS29/3T9R+dfyyvXXvwWLw5lfTfi/e9gLBWyH5r/VBFH3AUjSv2zu6H+5Fsc/vhOzXgwlAMA34PPDCOHxv80eaAWGLAPAVaUtrvGZ1j/EXihgOxjqv2WryykBMem/go3r3/WZ0r8bSBebVgriv4WUn1T7dPE/RpVh3A2i7D8MVpxqLUznv7SSVnxD4eS/T5KumXyz9T+c/BadLDXtP8MQOX09X+o/vFruzATDwb/XL9gN21YIwL2nctpTctk/jX+fceFA17/bbRea6zTwv2YyHM9nQNC/hNOCF30F978VdHtJY7TwP/hrskY9xO+/u0IfLGPD6b+i1ckZijvKv4Sgo1Ut6eK/dv2C3bBt1D/BU8iVehagv1w+kpIehuK/toMR+wTQ4T+++njou1vpv/naM0sC1PY/yXa+nxov878Fl30Nd+SuP4v9ZffkYfi/7bYLzXUa/z+7DP/pBgrAvwKbc/BMaNO/ls/yPLg7+j+u8C4X8R3ov3e7XpoiwNM/6+Oh725l2T8r9pfdk4faP4j2sYLfhsS/4uoAiLt63r+N0TqqmiDzvzkroib6fNA/NC4cCMnCBECeew+XHPfiv2O1+X/VkdQ/+3d95qxP1L+NQ/0ubM3RP2OXqN4aWALAgQUwZeCA4b8tzhjmBO3sP/fN/dXjvuK/6xnCMcue5L+5401+i87rP7UV+8vuSfE/BD3UtmEUzL/o2az6XG3Yv3K/Q1GgT/0/XaeRlspb/L8tsMdESrPJP+i9MQQAx8o/NC2xMhr51D/Asz16w33RP+p5NxYUBui/RGlv8IXJ8789uDtrt13TP3kj88gfDPU/tvP91Hjp3D8+eO3ShsPnPwE0Spf+Jc0/ZM3IIHcR1b+lvFZCd8nvP1fO3hltVcw/QdJMnIE2jj+A2NKjqZ7kP+G04EVfQfS/GTkLe9rh/D/WbrvQXKfuv4KufQG98OS/B9MwfERM6b8HJjeKrLXuv7g/Fw0Zj+I/D7QCQ1Y37z+i0/NuLCi8v1aCxeHMr8y/ysNCrWne8b+QSxx5IDLsv/IolfCEXuG/w9UBEHf1zL9Ju9HHfEDTP+/mqQ65mfC/nkXvVMC96T9/GHz1TIqwPzfEeM2rOs0/PQ/uztrt4b9h3Xh3ZKztv8zUJHhDGsm/lgSoqWXr4D8978aCwqCsP7sKKT+pdvW/gSOBBps6xb+p2QOtwBAAwG0csRafAue/DI/9LJYiy7/Ut8zpspjMP18pyxDHuvc/taSjHMwm2L8pIsMq3sj9P4AMHTuoxMW/nOEGfH4YAcD9gt2wbREBwGNFDaZheOU/dbD+z2G+0r8VHcnlP6QDwLDJGvUQzQbAHlN3ZReM5L81e6AVGDLwP6JhMepae+6/pKXydoRTAECwVBfwMkPmP0tZhjjWxf4/QQx07Qvo2b/+ZffkYSH5v8k5sYf2seO/TrUWZqGdzz96U5EKYwvfvw6fdCLBVMW/nmD/dW7a1D8E4+DSMefDvyqqfqXz4e4/m8k329wY97+eB3dn7Tbxv8ff7pNA1mU/YkuPpnoy6b+c+kDyzqHYv3lA2ZQrPPe/UvF/R1Sozj8W3uUivhPdP/oq+dhdoNw/nStKCcGqvj8om3KFd7n7P+ik942vPbW//yCSIcdW5r9YqDXNO87xP1/waU5eZOs/1uZaD7rfrL/bTfBN02fsvwK8BRIUv/C/pdqn4zEDAcBDHOviNhr9v+7PRUPGI+Y/0hito6pJAUBV98jmqnnkv38w8Nx7uNu/Sc+ZWfBHor9oWmJlNPLFP1fNc0S+S70/gSGrWz0n8L8Cgjl6/F75v1uU2SCTjP2/NJwyN9+I3r9BKzBkdSvyv6JGIcmsXu4/8wLso1NX6T9FgNO7eD/rv9P3GoLjsu+/tTf4wmQq87/vA5DaxMn/v3Noke18v/+/LuI7MevF9D8qDrELUGSvP5/leXB31vg/kq8EUmLX1D+xijcyj3z0v2Udjq7SXe4/lMFR8uoc9L94tHHEWnz4Pxu9GqA01Ou/E0TdByC19j/Wx0Pf3crpv7w8nStKCeS/TYQNT68U9L9XlX1XBP/xv+DW3TzVIfM/kbjH0ocu8L8lsDkHz4TjP+3xQjo8hMs/05/9SBGZ7D+SIjKs4g32v170FaQZC+2/eUDZlCu89L/CUIcVbvnEvxrCMcueBOO/lX1XBP9b9z80orQ3+MLzPzSAt0CCIgVAud+hKNCn8D8r3zMSoRHbPzUNiuYBLO2/iBBXzt6Z678/vPjsynitv9UJaCJsePU/3+ALk6kC+r+CrRIsDuf8v7A3MSQnE9u/DMhe7/54+D+z/0tjxbq4v6Z7ndSXpeQ/8ddkjXqI9L9n7iHhe3/Jv0nXTL7Z5sC/IPEr1nCR1L+oNGJmn8fRP700RYDTO+K/I74Ts16M9z8AjdKlf8nhP6nBNAwfEfm/KNTTR+AP0r8lICbhQh7gP7Abti3KbPI/cHztmSUBwr8xtaUO8nrrP+1Ky0i9p+y/z6RN1T2y5D+Zgcr49xkBwOY8Y1+y8e+/Mxr5vOIp5r9M3gAz30Hsv1kUdlH0wOA/0QMfgxWn1L89Sbpm8k3yv6H6Ykp/iqY/S+oENBE25j8Ll1XYDHDevw2OklfnGPQ/PKWD9X8O8b+DF30FaUbnP1uZ8Ev9vPe//4Y/eQ4bsT/izK/mAMHivyBIOfMG87S/xlBOtKuQ3L93ZoLhXEPpv0nf/yLDhae/FjQtsTIa2b/aq4+HvrvFPwjjTLj8LLE/jBAebRyx878HfH4YIbzwv2njiLX4FP2/cmvSbYlc2r+b+R+qOvW2P9C0xMpoZOk/0LhwICSL9b8FMdC1L6DSPwuYwK27efy/wf9WsmOjAMBIFcWrrO3hP03Ar5EkCLu/Zof4hy092b8SiULLuv/qv/g1kgThCuc/QYLix5i75j9BSuza3m7NvzlE3JxKBrI/ObnfoSjQ/b8EdF/ObFffP5bqAl5m2M4/JnDrbp5q9b8xt3u5T47cvyDtf4C1atu/Nez3xDrV4D/o2EElrmPZP5ljeVc9YMA/qG4u/rYn1L8T1VsDW6X+P/fKvFXXoeS/niRdM/lm87/OUrKchNLPv5ojK78MxuU/gGCOHr838r9lwi/182YPwOyKGeHtQdk/S8gHPZvV8b9LOsrBbALOPx+hZkgVxdE/CMkCJnDr8L9CmNu93Cffv9vDXihgO9E/zeodbocG7L8xJCcTtwrrv3aJ6q2Brdq/ZY16iEZ38b8ls3qH26HZP5hsPNhiN+S/7ZxmgXaHvL8x68VQTrTjv2NFDaZhePq/qvBneLOG4b9PIy2VtyP5P0CH+fICbPW/2PD0SlmG8T8gXtcv2A3lv07RkVz+w+k/MpHSbB6Hzb+S7BFqhtTsv52huONN/uU/I9i4/l2f0L+6vDlcqz3pP9JRDmYT4Oi/XHfzVIdc9b8wnkFD/wT0v9y93CdHAd2/yy2thsS98b8Mc4I2Ofzvv1zmdFlMbPo/WU+tvroqxL/V52or9pfaPyC1iZP7HfO/WrvtQnOd+z9h4o+izlzhv1qBIatbvfG/VMcqpWd6vb9mS1ZFuEnqv73GLlG9tfE/FAX6RJ4k/j+iQ+BIoMHbv4gRwqONI/u/oOBiRQ2m8L/R6uQMxR3Jv3L+JhQiYPO//8wgPrDj3j//PuPCgZDzv3C3f8BevJo/deWzPA/u+D9k6q7sgkHoPw+XHHdKB/2/XTP5Zpub8L9/vFetTPjxP0p7gy9MpvQ/3lm77UJz4D+e6pCb4QbhP0t319mQf9m/7wwJzs/Dpz9EpnwIqsbiv8Mq3sg88vo/SiTRyyiW2L/A0CNGzy3XP2oSvCGNCsK/hPBo44i17r+tTzkmi/vBPwhW1cvvNOA/fhzNkZVfzr/cLjTXaaTyPyF1O/vKg98/wsBz7+ES/L8GQezx54Chv62JBb6iW+e/zk9xHHi1479LAtTUsrXxvxV0e0ljNPS/3/5cNGQ8xr95Vz1gHjLPv/95GjBI+t4/TPvm/urx5b/OiT20jxXYv9AKDFnd6sc/xvzc0JSd3j+NRdPZyWDtv060q5Dyk/2/jRfBtcmXsr8z/n3GhQPLPyx96IL6FvK/pHA9Ctej+78ldQKaCBvcP/IJ2XkbG+A/mFEst7Qa5D9YWHA/4IHLv/HXZI16iPw/dxGmKJdG4D+iYpy/CYXfv4kMq3gj8/8/igCnd/F+zD+fOetTjsnvvwrXo3A9CvM/+N9KdmwE6D9OtoE7UCfhvzhm2ZPA5ri/6bevA+eM9z+6vaQxWsfzv7/xtWeWxATA+rMfKSLD+D8djxmojH/dv39o5sk1Bcy/pUqUvaWc1j94RluVRHbrv5QT7Sqk/MC/vJaQD3o27D9eukkMAqv7v1WgFoOHac+/s0C7Q4qB5L/P1yyXjc7ov79k48EWO+E/PWTKh6Bqyj+MCkGzkCWYv5j+gGK/gqO/A5SGGoUk578/qfbpeMz1P772zJIAtfG/vFetTPil87+b5h2n6EjfP4WzW8tkOMC/GEFjJlEvwr8dVyO70rLsv7SPFfw2xOk/TBk4oKWr6j+cbW5MT1jzPzHrxVBOtOe/xoUDIVlA7r9xAz4/jNADwOz5muWy0e6/sYhhhzHpw79CeoocIm7Yv72o3a8CfNa/MNgN2xZl8z8CZr6DnzjYvwagUbr0L8k/3rBtUWYD8D/2eYzyzMvpv3Vat0HtN+g/jIS2nEtx1r/jpZvEILD4v01Iaww6IeC//iYUIuAQ8T96whIPKFsCwIKRlzWxwO4/2BAcl3HT4j9S8uocAzLzPx1aZDvfz+8/3c8pyM9G3r82IhgHl47lv//nMF9eAPK/8gnZeRub7D9SmWIOgo7Ev47pCUs8oNm/8QeoFUs2sz/Thy6ob5n5P2bRhaKKLJu/X10VqMVg6z/Mzw1N2envvwVu3c1THcw/51JcVfZd9D8s9MEyNnTcP8xdS8gHPfM/REyJJHpZAcAIlE25wrvKv/J8BtSbUc2/SOAPP/890b/SqMDJNnDUP1H3AUhtYve/ngyOklfn978GkyxxLg+TP0Ruhhvw+b0/e3i/n1Tadj9+5UF6ipzpP5aWkXpPZeM/XMgjuJEy5D8JbTmX4ioBwBN+qZ83FfI/WU3XE10X2D/jxi3m5wbvP7MkQE0t2/O/9MMI4dHGwT+VYHE486vUv5vj3CbcK9C/fQiqRq8G5r+LijidZKvPv+hpwCDp08C/asGLvoI02L/koISZtv/yv7GIYYcx6e6/G/UQje4g4D8lehnFcsvwP3MrhNVYwsY/u9Bcp5GW1T8hdqbQeQ3wvx2UMNP2r/A/mnyzzY3p2L9iEFg5tEgEwB8uOe6UDvc/UfcBSG1i8D/BGmfTEcDWP83pspjYPAhAx9l0BHAz6z+86ZYd4p/hP8FWCRaHs/s/+z+H+fKC/L8nh086kWDWv0BqEyf3O9C/hlrTvOMU2j92NA71u7C5v2a8rfTa7OE/X9IYraMq8b9qpKXydgTzP6VrJt9scwHAFW9kHvmD8b+RmQtcHuvtvyaN0TqqGgDA+b1Nf/Yj+L+0Hykiwyr3PxkcJa/Osfg/w5ygTQ6f6781lrA2xk7WPxpQb0bNV90/+PwwQni0+L8BwRw9fm/mP4CN2rOdpbA/q8/VVuyv5r/aGhGMg0vXP7gehetRuP8/7MA5I0r7/T8abOo8Kv7JPxFWYwlr4+O/8DUEx2Xc0b/DrGHQUy6uP9DVVuwvO/Y/F2cMc4I27L9e2QWDa+7Ev3CxogbTsP+/RRK9jGI5AMDacFga+FG9PzYf14aK8fE/Z7RVSWQf3r/wMy4cCMn8v+qymNh83PU/F0hQ/Bhz5b8iGt1B7Ez4v/tcbcX+svG/NSVZh6Or2T/LZ3ke3J2xv32W58HdWfa/Q/8EFyuqAcBG7X4V4LvHP3obmx2pPum/HZPF/Uem6j9TsTGvIw7jPxakGYumM/U/7PoFu2Hb8r9S81XysbvAv6YKRiV1gvo/ZVBtcCL64T9v981Yj1agP1jiAWVTbgfAifoTS4BQqb99Bz9xAH3lP1sIclDCTOA/gpAsYAK38L/GppVCIJfmv6+0jNR7Kuw/2h8ot+177T9PB7KeWv3iP85THXIzXPs/EaeTbHU5wz+XHeIftvTUv6JCdXPxt8W/AYblz7cFv78yPWGJB5T2v9UEUfcByOK/F7zoK0iz8D9qFJLM6h3mP7vVc9L7RvE/xoUDIVnAAsBI+N7foL26vzrrU47JYuA/4GdcOBAS9j/VA+YhUz7vv28QrRVtDum/vJAOD2F857/9E1ysqMH1P1afq63Y3/W/cEIhAg6hAMADllzF4jfSPy8012mkpfK/ndUCe0yk67/fjJqvkg/kv+wTQDGyZO8/TKYKRiV1978r2hznNuHTv3IZNzXQfOS/4ZUkz/X95b/3yVGAKJjWv2lv8IXJVPs/yFwZVBuc07+fPZepSfDWP7SrkPKT6uy/gsXhzK+mAUBa2NMOf83yv3v0hvvIrdU/3EYDeAskBUCgNqrTgazfv1/v/niv2vo/YAMixJWzy797FK5H4XrxP0tbXOMzWeE/uAGfH0aIA0BtOZfiqrL+v7LXuz/eq/S/1zTvOEXH+L/NPSR872/Vvye9b3ztGfK/GFsIclBC8T/uzW+YaJDavyOERxtHLPa/xausbYrH378f8parH5vlv81XycfuAuO/98lRgCgY5r+jOh3IemrDPwBzLVqANuG/ZjGx+bg20T/JrrSM1HvIv2Zn0TsV8Oq/XCBB8WMMCUD6m1CIgEPeP6q3BrZKsLy/9P3UeOkmz79bsFQX8DLYv4ydlVkpqZA/2V2gpMACyr/Ox7WhYpwFwIRlbOhmf9s/lDDT9q+s+L8J4dHGEWuhvzVeukkMAru/MdC1L6AXyL8hdTv7yoPEP95UpMLYwvG/dT+nID8b0L/cX+I06Vu1v+0NvjCZqvM/CJRNucI7/T8yIHu9++PwP0NTdvpBXew/cJS8OscA5j9jtfl/1RHpvyaL+49Mh8i/nIu/7QkSz7+YTYBh+fPsvx1aZDvfT/G/VACMZ9BQ8j809E9wsaLwP6xzDMhe7/K/hbUxdsJL4b8A5e/eUWPCv7e3W5IDduM//Knx0k3i9b/QX+gRo+fRv79gN2xblPq/r84xIHs98D/pYP2fw/zrP9TS3AphNcq/zQ6ngkAdub8OMsnIWdjZv61u9Zz0vtI/XOUJhJ3i578bCG5Jsx6Tvx6n6Egu//E/RDAOLh1z6T9EpREz+zzCPwK5xJEHouG/wLM9esN9wL++vAD76FT6PxB1H4DUpvG/uDtrt10oAsC5Us+CUN7Jvx6M2CeAYqi/Nh/Xhorx+L/rQDENHgGzP7Djv0AQIOA/OsyXF2Cf5D8P7s7abRfMP+hNRSqMLfu/yFwZVBsc6b/ggJauYJvqv1ESEmkbf8C/b2Qe+YOBAcBy+Q/pty/9P3JQwkzbP/g/xCYyc4HL2L/IJCNnYc/iP7BVgsXhzPM/nFJeK6G77j+lvcEXJlPVP0USvYxiufo/WcAEbt3N/L/zBMJOsWrSv0TEzalkgO8//kP67evA4L8x68VQTrTzP2xblNkgk/M/8/+qI0c60D/ymld1VovgP+3YCMTrevG/a2KBr+hW7z+We4FZoUjNvzNslPWbidq/rb1PVaGB478peuBjsOLcvxo2yvrNxN6/TrEPV3Mltz9vDtdqD3vrv693f7xXrcw/knh5OleU2b/R60/icyfqPygMyjSaXN0/Ss6JPbQP6r/UZTGx+bjzv9UgzO1e7tS/DRr6J7hY+L8Us14M5cT5PwVCgEbIxHY/UwWjkjqB9T+g/UgRGVbHP59Yp8r3jLg/6ui4GtkV4b85Y5gTtMnJP95X5ULlX9o/gH106srn8r+5cCAkCxj3P6YnLPGAsue/WYY41sVt8L/YD7HBwknWP2g9fJkowu0/HVVNEHUf5L/UYYVbPpLgPy5W1GAaBvQ/DamieJW15b8Fi8OZX03sv57Swfo/h+m/4q/JGvWQ8D+w6NZrelDjP2+D2m/tRN+/I59XPPVI67/AWyBB8WMGwOup1VdXBcg/fsaFAyHZA8DWjXdHxmrrP8wqbAa4IOk//g+wVu2a27+twJDVrZ71PzyGx34WS9Y/pBmLprOT4L+cai3MQjvsv/yMCwdCss4/3lm77UJz+D9LyXISSt/qPwzohTsXRsw/o5I6AU0E9z/NeFvptdnSP4cUAySaQMk/KJ6zBYTW0z98uOS4U3oEQMR4zas6q9u/dJgvL8A++r94RfC/lez+PxXI7Cx6J+i/8Z2Y9WIou79trS8S2vIAwBPyQc9m1dw/pkOn593Y4j+F71jHTP2xv/+xEB0CR+m/+fNtwVJd3j8vTny1o7jpP4hjXdxGQwDAysNCrWle+r9DHOviNhrvPxXikXh5OtK/Vz7L8+Du+r+RCfg1koTnv/ilft5UpPG/Y0FhUKbRvD8SnzvB/uvKv5zhBnx+mPU/E5m5wOWx0L8GRl7WxALPP9kZ8EPvnqG/zCbAsPz5678Wak3zjlPTP6jjMQOVcQFAIcuCiT+K3D8uxVVl35Xxv6LSiJl9Ht4/ByXMtP1rBkB+UYL+Qo/IP/uT+NwJduu/hJ0guU6GZz/coWEx6lrNv7tFYKxvYO8/e9egL7196T9Ih4cwfhrTP8VyS6sh8fa/Ag6hSs0e8T9968N6o1bmv1G9NbBVgvC/Yd14d2Ss4b9sCfmgZ7Pgv5wU5j3ONO0/c9cS8kHPyr/EeTiB6bTYP8FSXcDLjOG/C19f61Ijyr+NfcnGgy3KP7NCke7nlOM/n82qz9VW5L91PGagMn7+P6Fns+pz9QLAOKJ71jVauj/FVWXfFcHxP22QSUbOwvg/pTDvcaYJ2D8X9N4YAoDuvzP7PEZ5Zuo/0QX1LXO6xj9NhA1Pr5TWvzwW26SiMeE/gUOoUrOH+L8d6QyMvKzXPxTLLa2GROO/AKjixi3m1b/1nPS+8bX4v/NzQ1N2+uI/LCtNSkE3/D8iwyreyDz4v3Y3T3XITf2/6GhVSzrKz78yA5Xx7zPtPwdzYN6Ik7C/KowtBDko0b+h9IWQ8/7FP5dxUwPN59K/u0bLgR5qyz99rrZif9nzv4PfhhiveeK/oS+9/bno7L+hgO1gxD7Dv6bQeY1douA/pKoJou4DAUA/bypSYezoP6wCtRg8TOK/kIKnkCv15L+QL6GCwwvAPzHNdK+T+tK/3hyu1R525b/CTxxAv+/Yv8PwETElEgJAA7UYPEz747+zsn3IW67OP9qPFJFhFfi/dxIR/kXQ0r9xrIvbaADQP3U/pyA/m+8/h4px/iaU8L9RoiWPp+XUvyRiSiTRiwjAba6a54h81L+kiAyreKP+P1FWwsns4qw/ZCMQr+sX8b979lymJsHHv6pIhbGFIPc/Ha9A9KTM4T8gJAuYwK3xP+4jtybdlu8/O6kvSzs11z/oMF9egH32v/ILryR5Luk/83aE04KX8z+re2Rz1TzrPzUmxFxStdK/JGJKJNFL8j9XX10VqEXkv1pLAWn/A8K/dQKaCBseAcDT3jvFBfumvxtHrMWnQABAZ7gBnx9G+L9t/8pKk9IBwEZCW86lOPk/thFPdjOjyT+M3NPVHYvLPxdky/J1Gee/Gf8+48IB9z/zH9JvXwfzv8BbIEHxY6y/8bp+wW7Y1r86I0p7gy/xv8/XLJeNzsU/4iAhyhe05T+OklfnGBDlvx4bgXhdv/O/MSWS6GWU+r+dLouJzcf0v9I3aRoUzbu/wyy0c5qF4L+fjzLiAtDiv12/YDdsW9Q/IxXGFoIc1j9XZTrPM1GfP/UQje4gduI/N4yC4PHt5r9jl6jeGtj0P+Emo8owbuO/J79FJ0ut4j92Ul+WdmrfP2iSWFLuPt4/NQnekEYF5T8g7X+AtWrNP4z4Tsx6MeY/fsfw2M/i4L/zjlN0JJf3v72qs1pgj+M/9BWkGYum879eS8gHPZvyv36nyYy3lcY/ie/ErBfD+r+JQWDl0KLxPwTKplzhXfg/gnNGlPYG+L8vaYzWUdXTv/QY5ZmXw9I/+dozSwJU9L+ztb5IaMvfP+QuwhTl0tg/DtsWZTZI+j90RpT2Bl/VP3XIzXADvvE/NrBVgsXh3b963/jaMwsAQOz4LxAEyNw/yhmKO97kzb9EwCFUqdnWv9WSjnIwm8i/y0qTUtDtqb8CucSRByLsv71SliGO9fK/RIoBEk2g2r9LsDic+dX6P9PYXgt67+k/9N4YAoBj6T+HbYsyG2T8P0lm9Q63w+o/raHUXkTb5D/ovTEEAMfWP3S5HAr6ZpY/YSZAA6BAuL9T6LzGLlHYPweXjjnP2L8/+ROVDWsq0L88wJMWLqvMP7WJk/sdCuO/mtGPhlPm6b/rOlRTknXmP2+BBMWPMfy/UdobfGHyAMCMoDGTqJfoP87Y4flWNa6/c2Tll8EY3b+lMVpHVRP2PyV6GcVyS/K/Oj3vxoLC279U46WbxCDrP4UHza57K+q/l1ZD4h7L9r/dtBmnIarOP67zb5f9uti/8d8X8mMnq78XDoRkAZPpv9nO91Pjpfm/BFQ4glSK5D/9vKlIhbHxPz1EozuIHeg/veR/8nfvvL95WKg1zbvyP4Sgo1Ut6d2/c/G3PUHi5b+5pdWQuEf+PwqBXOLIA70/3pIcsKvJ0L/lOAGXESisv7xrGiX5W7I/YFlpUgq66j/Rz9TrFgHrv7EwRE5fz+C/hEcbR6zFu7/GFoIclLDhP7OY2HxcGwHAUtUEUfcB9r9fI+5WOy+Kv30iT5KuGfU/XK/pQUEp5D8e/pqsUY/2P9rk8EknEsg/SfYINUMq5j9qatlaXyThvyrEI/HydNS//5WVJqWg/z/AJmvUQzT9PyRFZFjFm/s//z9OmDCa3j9SLLe0GhL5v9jxXyAIEOi/hUIEHEKV9z+jdVQ1QVT7v/eTMT7MXt+//ijqzD0kxD/0MorlllbuvyVATS1b69I/yhtg5jv42z9gNTv3w3Sev/8EFytq8ADASBebVgqBvL+cmD/wQoSZv1vri4S2HP8/Oq+xS1Rv6T+pmf+hqlOvP/UR+MPPf+k/0UGXcOgtjr+HwJFAg03LP2FtjJ3wEsy/y4Rf6udN+b/0NjY7Un3RP1zknq7uWN+/qaROQBPh/b9cVmEzwAXlP7d6Tnrf+Pa/U+v9Rjvu57+95erHJvnJP8oyxLEubvG/kx6GVidn4j9zTBb3H5ndP8OBkCxgAsW/81meB3fn+b8LVBBN6hWQP+9Z12g5UOu/0ROFTOjke784+MJkqmD4PwxZ3eo5afA/kwA1tWyt4b/zdoTTgpfov8/3U+OlG+0/ngq45/nT178dIm5OJQPYP8xAZfz7jPq/KbNBJhk58z9rRga5izDBPxO2n4zxYdI/8wLso1PX8b9cVfZdEfwCQOs4fqg0YuM/KpFEL6NY8j9CYOXQIlv7P4TzqWOVUuI/Ap60cFmF07/9Ma1NY3vhv1I94wwPq5G/L6hvmdNl8b/fMTz2s1jrP840YfvJGL+/eXQjLCpi7b/PLK6W4HmWPylauReYFeU/umsJ+aBn4r+HhzB+GnfvPwHBHD1+b9g/jV94JclzyT8AcsKE0ay8PzCCxkyiXtk/Zr0Yyom2BMAGTODW3TzzvwsOL4hITdk/9goL7gc817/ja88sCdD5v/FkNzP60dC/zLT9KytNAUCkjSPW4lPOP5YhjnVxG/Q/qfV+ox03vD9JaMu5FFftP6/t7ZbkgNq/UtUEUfcBzL8xJZLoZRT0P5KwbycR4cu/DRr6J7hY8D9xVkRN9PnnP2MLQQ5KmPw/f6SIDKv4/L9vDAHAsWfdv9PYXgt67+y/ou4DkNrE8r/+LJYi+UrKP9U9srlqnsm/BTQRNjw9/D+mD11Q3zLtP7Yr9MEyNtE/1Xsqpz2l4D8Y7fFCOjzbP5cDPdS24eW/yt+9o8aE6L/ZImk3+hjpv1eYvtcQHNQ/Tgte9BWk8r/Brbt5qkPyP/eSxmgdVf4/8WYN3lflzj/8i6Axk6i7v+vgYG9iyO6/KPIk6ZrJ/7/dmJ6wxAP4v5KzsKcdvgHAXpz4akdxwD9jRQ2mYfj6P1uVRPZBltw/VDpY/+cw4L+LTwEwnkHyv4oBEk2giNW/amrZWl+k4b+AYI4ev7f4v3MuxVVl38W/nuCs0icDsT/UYYVbPpLCv3ptNlZinu+/kx0bgXhd/r+FQgQcQlUAwGoFPB9UmLe/3dCUnX5Q3r9a9E4F3HPvvydr1EM0OvM/xJRIopdR27/uI7cm3ZbevzUpBd1e0u8/Wr3D7dCw3b85KjdRS3Pkv0YHJGHfzua/G0tYG2MnyL+ppbkVwmrZvzBMpgpGpfI/e0rOiT20zT+ZZOQs7Gn3v9dR1QRRd/E/mFEst7Qavj8J/reSHRvzP8cbT7rjA6m/v9alRuhn4b+LGkzD8JH7P/DXCdQHN7C/KxiV1AmoBEAj100pr5W8Pz6zJEBNLfi/N/5EZcOa2D+Qa0PFOL8GQLQcjehDvLg/+IvZklUR1D8JG55eKcvyv8h9q3Xi8uM/HxMpzebx6D+TGW8rvTbVP8eePZepScy/jukJSzwg9L8LC+4HPDDmP0DCMGDJ1em/nE8dq5Qe5T+VLZJ2o4/Lv7MMcayL29k/BFYOLbId+b9HyECeXT7nv+PhPQeWo+4/RMAhVKlZ6b8bLQd6qG3dv1YrE36pH/S/cLGiBtMw8D+Srpl8s035v4nRcwtdidC/owG8BRKUAEDdfCO6Z127P3zysFBr2gDAzas6qwX26T+gGi/dJAbvvz4FwHgGDfM/nl4pyxCHAsBMHHkgskjRv0T67evAufe/CB10CYfe6z8pXI/C9SjYPyXs20lE+MU/tYmT+x0K+j+t+lxtxX7kP3aMKy6OSuG/K97IPPKH9b+OPBBZpInQP313K0t0lsW/98d71coE/b8qxvmbUIjmPxbfUPhsnew/HqfoSC7/87+JJlDEIgbpPyTW4lMADOW/fCqnPSVn4r8wDcNHxBT+v2Dl0CLb+f4/ZOlDF9S3+z9CJhk5C/v1P9gN2xZltvu/l2GSgIdYoz9IG0esxSfyv0Da/wBr1cK/8aDZdW/F7L8HYtnMIanhv0gzFk1nJ9s/nDOitDf4+D8MiotIuaC3v6HYCpqWWNQ/BHP0+L3N+D9d+SzPgzvoP9QMqaJ4ld6/P1dbsb9s879/3H75ZEXjPwPuef600ea/Rs7CnnZ48r9Ck8SScvfvv7UV+8vuSfG/6x1uh4bF1r/1vYbguIzUv9MXQs77/7y/fPKwUGua3r+BIECGjp3sv1eyYyMQL/U/UkfH1cgu5L9DyHn/HyfcP2SUZ14Ou8u/h6JAn8hTBsDKjLeVXpvTv2fttgvNddG/qGW1Cqwtor/s+C8QBEjhv/FmDd5X5eS/mDRG66jq8z8730+Nl276P6Cmlq31RfY/6E8b1elA4r8ouFhRg+nmvx4Wak3zjgLApN++Dpyz9r8na9RDNLryP+F7f4P26tI/n8coz7wc2r9J3UqGTpVQv5D3qpUJv9M/XaYmwRvSwj9P6WD9n8P2v5NvtrkxfQBAlWWIY11c8L/b+BOVDWvOvx/zAYHOpME/mgrxSLy87D8IPZtVn6v0v5kSSfQyioU/aQHaVrPO57+B6bRug9rQP1K4HoXrUQTANV66SQyC8z8YPiKmRBLwP5kSSfQyivW/3Qw34PND9j8U6X5OQX7uv13DDI0nAuW/v2VOl8XE2j8HfH4YITz2v9eGinH+5gDAA8HSr2MStr+lngWhvI/iv2NDN/sD5cw/NGWnH9RFzL/BWN/A5Mbrv3RBfcucLuu/y6Kwi6IHzj/qPgCpTRz1vzrKwWwCDNy/P1JEhlX8AcAgkzHjEuyEP1mkiXeAJ8e/UTOkiuJV5r+P39v0Zz/0vxO2n4zxYbq/UDQPYJFf3L8e3J21267vP+bo8XubfgHABWoxeJj247+frBiuDoDsvyrG+ZtQiPs/nWhXIeUn2L+zBu+rcqHjvxXj/E0oxP6/8dQjDW7r4j/AIVSp2QPDPz4l58Qe2uO/4zWv6qwW4z/x9EpZhrj8v8BbIEHxY9w/nZyhuONN5r8HX5hMFYzwv3E8nwH1ZuA/0lRP5h990b9VibK3lPPHv6vQQCybOcg/KxiV1Ano9T9D4h5LHzr4PxniWBe30by/R3L5D+m39r+UwVHy6hz9Px3jioujcty/PKWD9X8O5T+RfCWQEjvqv5M6AU2EjfM/rkfhehQu6z+KOQg6WtXsP2A6rdug9ta/ZLFNKhpr7L9bAwBs5cq1P/XWwFYJFss/AVDFjVvM479R3sfRHFnPv0Pk9PV8zee/g92wbVFmyb/eWibD8Xzcvz6w479AEOO/JJwWvOgr9z9BKsWOxqHAP3V4COOn8e8/Un5S7dPx6D+a7Qp9sIzcv4l6wac5eeo/VP61vHK91b9VoYFYNnPjv6vP1VbsL/s/WYXNABdk7r//eK9amfDVPxO54A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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[14]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[15]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[17]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[2]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[4]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[5]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[6]\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[7]\":{\"__ndarray__\":\"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rLpP0KTxJJy98U/jliLTwGw5j84oRABh9DzP34YITzaeAFAInGPpQ9d+T8504TtJ2O8v9zXgXNGlANAaeOItfgU4D9tyhXe5aIBQKg0Ymafx+2/mzi536Eo/z8kRWRYxRvyP+ffLvt1p+U/NX12wHXF0b9Y5xiQvd79Pxl0Quigy+Y/zhlR2ht85z+h1jTvOMXyPyyazk4GR/4/ilbuBWYF7D89YYkHlE3Bvwlx5eyd0eE/Gy/dJAYB9D+s4/ih0ojjP+V+h6JAH/w/g/qWOV2W6r9r9wa6Ub+yP7ZE9Iz5kHI/gsr49xmX/D8HeNLCZZXiP8v49xkXDv0/imaviKsUlD+Z1xGHbCDev/jfSnZsBNG/5XrbTIV4zD8+BitOtRaev3ZxGw3grf0/wHebN06K5L/OxkrMs5Liv5vmHafoyPa/Y5y/CYWI8T+7KeW1EjrsP/VhYpi4+oY/VRNE3Qcg/T9znUZaKu/3P7UWZqGd0+4/0GG+vAD73z9A2ZQrvAsBwBh47j1ccv8/feiC+pa54r8B3gIJih/yP+NQvwtbs9U/cEBLV7CNwD/ggQGEDyW+PwPRkzKpIeM/4IRCBBxCDUBiokEKnsLvvwvtnGaBdti/XFoNiXss/T/0Morlllb3P8YzaOifYPU/g/sBDwyg6r93Sgfr/xzfP3C2uTE9YfI/1jpxOV6B7L93FVJ+Uu37P451cRsN4Ng/XaRQFr6+479bzqW4quz3P8f17/rMWdY/BHP0+L1N9j+3RgTj4NLVv+hNRSqMLdC/7Sqk/KRa9j/vAiUFFsDdv9P2r6w0KdI/X9ODglK0xD8zp8tiYnP1P4iPPpx257G/PUhPkUPE6z8QP/89eG3nP3DOiNLeYPi/bO7of7kWwb+J0XMLXYnMv69fsBu2rfc/JNBgU+dR7L+zQpHu5xTRP0Deq1Ym/PM/dv2C3bCtAUAR/G8lOzbzv3JqZ5jaUuK/iC8TRUjdxL/o3O16aYrav5jArbt5qvY/CJRNucI77T9Qqn06HjP2P2TMXUvIB/A/rd9MTBdi0z8dVU0QdZ/0P25OJQNAFe4/Dmd+NQcI8b/mIr4Ts17zP9f5t8t+3ZG/1sVtNIA38r9kIxCv6xf7PyyeeqTBbeq/zcth9x3D3D/hXS7iO7Hzv72Pozmy8sO/mUUotoKm0L/USEvl7YjvP43uIHamUP0/9hZdfqqBK7/9hokGKXjnP9SeknNiD+Q/hEcbR6yFAED0NjY7Un25P9Y5BmSvd9Q/saIG0zD8/D+zQLtDigHXvxniWBe30fM/P6n26XjM7j+pnzcVqTDgP0M50a5CygBAbqetEcG47L/dDDfg84MAwIv/O6JCddK/Sql0RWPMgb9pxqLp7OT1P5y/CYUIuPC/E0n0Mopl9D+D3EWYolzevz3wMVhxKu8/mBdgH506+T+WJqWg2wsCQHIaogp/hqc/rvVFQlvO7j8ukKD4MebnP4Yhcvp6vpa/4zYawFug8D/fwU8cQL/NP9aPTfIjftU/QpQvaCEB6z+Z02Uxsfn4Py0kYHR58+k/CcTr+gW7+j+8df7tsl/Qv5LoZRTLLQTAzuDvF7Ml4T//snvysFD0vzfDDfj8sPU/uOo6VFOS179gH5268tnyPxgmUwWjktW/acTMPo/R7D/JxoMtdvvuP/W52or9Zfy/09nJ4Ch5+T/iWPao6N1ivzojSnuDL+Y/ogvqW+b08D9f0a3X9KDgP55BQ/8EF8c/cHztmSUB8j/hYkUNpqEFQL7e/fFeNf4/VKhuLv424j8ZneInxBK1PzquRnalZeM/REyJJHoZ9j+Q2sTJ/Q78P5lk5Czsad6/K/pDM0+u6j/y6hwDstf6P3jUmBBzSce/ZqTeUzntyz8Y8I18uaqrP9asM74vruO/RuuoaoKo+T9RxlPq7Sqxv3rDfeTWpOw/TTCca5ih5T/dJAaBlUPxP/6ABwYQPti/b/PGSWHe4T8ea0YGuYvnP4BIv30duPw/DAIrhxbZ+T8WTtL8Ma3hvwadEDroEug/QPuRIjKs6T+N7ErLSD3jv5j3ONOEbee/SDXs98Q6w7+9APvo1JX3P+Nw5ldzgO+/6pWyDHGs8D/MejGUE+3+PyXpmsk32/e/ixnh7UEI0z/QDyOERxvDv9zY7Ej1ne8/v9TPm4oUBkAZ5gRtcnjlv2cN3lflQtw/gosVNZiGxT86BmSvdz8AQBEdAkcCjeq/IR/0bFb9/j+9xi5RvTX+P46TwrzHmcC/VfZdEfxv+7+nkZbK25H3PyTQYFPn0e6/m/7sR4pI+z9MxjGSPULaP79hokEKntQ/DjLJyFnY9T/PvYdLjjvVvzBkdavnpPg/SvCGNCpw5D9ZorPMIhTLv7Ss+8dCdNw/fTz03a0s1L+fjscMVEb8P1d2weCaO+w/PtAKDFld/j/AQXv18dDNP+gTeZJ0zfo/8FAU6BN59D9E3QcgtQn+P8JR8uocA/M/qfsApDbx+D+A1CZO7nf2P2kaFM0DWMw/MUJ4tHEEBEAUlnhA2ZT6P4gRwqONI/A/DhDM0eN3AEAUs14M5cT3P1DHYwYq4/4/8IrgfysZBEAaqIx/n3H4P9YaSu1FtNI/HxSUopV76b+bOLnfoSj1P01nJ4Oj5Mc/dmwE4nV9+j8SonxBCwnfv/JdSl0yjuu/wOyePCxUAkAAjdKlf0nIP+kmMQisHNi/QznRrkLK+T9nuAGfH8b8v1wgQfFjTPI/Ad4CCYpfAkD6z5off+npPz+RJ0nXTPQ/sOdrlstGsz/5o6gz95DVP588LNSa5tA//BcIAmTozr8VUn5S7dMDQOW0p+Sc2NY/roODvYkh2z/u68A5I8r3P8xFfCdmfQBAHm0csRYf/T/d71AU6JP6P/RsVn2uNvE/AtTUsrW++b87CsZ3GEm5P5qZmZmZmd8/H7+36c9+9j+oV8oyxDH/P+vFUE60q98/WkdVE0Rd9T/ayHVTymvmv1xV9l0RfP8/nYU97fCXBUC6g9iZQicAQMsRMpBnl8k/4gZ8fhgh/z+i0R3EzhQBQHEbDeAtkP4/bOwS1VsD+T+C5QgZyLPsv06c3O9QFOk/mz3QCgzZ8z9N+RBUjV7uvyUFFsCUgc8/IbHdPUD3vb+QTIdOz7vPP9EhcCTQYOu/V5i+1xCc4T8gQlw5e2fgvzW3QliNJd2/rJDyk2qf8z81e6AVGDLyvzuqmiDqvvE/EMzR4/c2/r8ipkQSvUwEQP/nMF9eAPU/vCAiNe1i3T/KFd7lIj4EQPqcu10vTdo/UHPyIhPw0D+KVYMwt3vqPw3gLZCgePK/4zYawFug/D8+eO3ShsPCPzYWXpN/d5y/xVVl3xVBAcCqDrkZbsDxP+ZX1qob93+/kDF3LSEf/D/j4T0HliPiv4YgByXMtOG/l4v4Tsx6+z/qQUEpWrnaPzbn4JnQJOU/GFsIclBC+j90mC8vwL7yPxsN4C2QYARA7xtfe2bJ6j846aZinQlhP9WRI52BkeK/GR77WSxF2b8OSphp+9f8P4jzcALT6ec/DvPlBdjH6j9xyXGndDD0PwlaN5SQ/qk/VTGVfsLZz78z4Zf6eZMAQH+l8+FZgsK/r+qsFthj1L9UpwNZTy3pP0ljtI6qZgNAY4BEEyji4D8Ajj17LlPfPwX7r3PT5uQ/xR7axwp+4j9YHw99dyujPwNDVrd6zvO/QMBatWtCxr+rdeJyvALWv5Wq/lJQm7g/s82N6QlL8T/3cp8cBQjuP8/3U+OlG/k//n3GhQMh1T/jqrLviiAGQLw9CAH5Etc/RV0QNuEDrL8lIvyLoDHUP8UfRZ25B+0/y/j3GRcO8z+sAyDu6lXuPzWXGwx1WNw/UdzxJr9FyT9WZd8Vwf/8P2sOEMzR4/8/lzldFhMb5r+Kj0/Iztvkv4U+WMaG7uQ/lkOLbOd7+D8n9tA+VnDpv96OcFrwovI/aVIKur0k5b9BvK5fsJv2Pw/uztptVwhAf4gNFk5S6b8mNEksKffsP9b+zvboDc8/l631RUJbAEDc14FzRpTyP5iKjXkdccQ/zJiCNc6m1T/EzalkACjhP0NznUZaKvK/443MI38w3T/p0r8klSnrPx4YQPhQouo/f+pp0UxBpL8/cQD9vn/hP7gjnBa8aPW/7Sqk/KRa7L+/DMaIRKHFP88tdCUC1eU/VP61vHK94D/p8Xub/uzzP50std5vNOM/aVIKur2k9j/fFcH/VrL4Py+H3XcMj9E/1H0AUpu4AUDqy9JOzWXrv78rgv+t5P8/YB+duvLZ9D+FWz6Skp7sP9Xt7CsP0s+/+KV+3lSk8T8SE9TwLazVP0mAmlq2VvQ/097gC5Op0z+T5Lm+DwfLP1CNl24Sg8I/6lvmdFnM9D9S76mc9hTiv4Rjlj0JbOa/7e9sj95w6j8BpDZxcj//PwiwyK8fYsW/XCBB8WNM9z+dZKvLKQHBP/T8aaM6HdS/7L5jeOxn6T99dI8R9SewP1OynITSl+o/+FEN+z2xxD9nJ4Oj5FX2Pwr19BH4Q+Q/0qkrn+X5+D8MyF7v/jgEQKHWNO84Rfs/86ykFd9Q5D+ae0j43t/APz3VITfDjfi/ste7P94r8D+mm8QgsPL8PzJ1V3bB4OG/A5Xx7zMu+z/9pNqn4zHNP5xvRPes6+8/nDOitDf49D9nX3mQniLePxqLprOTwdk/r1qZ8Et99T9S1QRR94HjP8GLvoI0owdAOvDFcqZkuL+umueIfJfov55cUyCzs7Y/iljEsMOY3L/HgOz17o8AQPTEc7aA0Ny/pwcFpWhl5L//ykqTUlDxPyWQEru2N+k/VHB4QUTq7j9rY+yEl+DRv+5dg770duA/pSxDHOvi4L8Y7fFCOjzaP0eP39v05+Q/aOc0C7Q73z+Q2O4eoPvgP2DkZU0s8N8/MzffiO5Z3L8KMCx/vi3UvzgEfdjBd7c/4syv5gBB8z9J9gg1Q6ruP1jFG5lH/vw/6iPwh5//1b/Sj4ZT5ubNvy+ISE27mM6/hrXn6KfugL9zaJHtfL/0P4qT+x2KAgBA9iaG5GTi0r9iwJKrWPzRv451cRsN4PM/ZqAy/n3G4j9HAaJgxpTkP9iBc0aU9gFAbatZZ3xf5T8zMzMzM3MHQP62J0hsd+o/LQYP07655D9y+Q/pt28DwPR2OkZourc/pmwmGRj9gb+cai3MQjuvPxLaci7FlQBAwVPIlXqW5L8dIJijx+/yP1RW0/VE19q/A2A8g4Y+BEBdbcX+svvzP4IeatswCuS/qRPQRNhw6j8b9RCN7iD0Pz51rFJ6puG/9tGpK5/l8D+Bsb6ByQ3tP/CFyVTB6ARAQYLix5i79j/6X65FC9DUvxL4w89/D9k/v/G1Z5aE4j8Bh1ClZg/tP5jcKLLWUOY/t9PWiGAc6L/zdK4oJQSvP/7RN2kaFNs/b0c4LXhR4T/oMcozL4fnvxAjhEcbR/8/iEuOO6WD6T/QuHAgJMsHQNl4sMVun96/jIaMR6mE4D8+6Nms+lz9P+JKh5hc1pa/IVnABG7d/j+fuxOiMrSwv1+YTBWMigJAn1inyveM5z8TKGIRw47tPyV32ERmLsY//isrTUpB8b8NHTuoxHXrP8YWghyUsPw/PnWsUnom4j/lgF1NnrLpP13dsdgmleq/V/+Md+wMpL9tAaH18GXWP2aIY13cRt8/zy9K0F/o4D9vhEVFnM7mP7Q4Y5gTtNa/6KViY15H7D+J8C+CxkzbPynPvBx2380/2uVbH9Yb1b/zdK4oJQTfP/DBa5c2nOA/3gIJih9j8D/Kp8e2DDjZv/OQKR+Cquq/7UYf8wGB2D/Q7SWN0bryP/TF3osv2ta/RIts5/up9z/vVpboLLOsv3glyXN9n+C/GRwlr84x8z9+NQcI5mj6PyF2ptB5jfa/rg0V4/yNBEDoMF9egL0EQDnThO0nY+E/xPHXv0btpT+alIJuL6kAQI7qdCDrqcu/XMgjuJGyhb+Au+zXne68PxSWeEDZFPo/mBQfn5Cd2L9mSYCaWjb8P667eapD7vA/RuuoaoIo9j+HUKVmD7TxP5mEC3kEN+C/HhuBeF0/9D+bcK/MW3XPvzubRHNTubE/Mxr5vOKpuz/MRXwnZr3jP6ZfIt46/9+/RpkNMslI9z9KQbeXNEbxv3xETIkkevS/93ZLcsAu4j+GWWjnNIvqP3/ZPXlYKO8/XHLcKR2syT8h+iCR1/9gv3Z8AsjTaSK/cCcR4V8E0b+scwzIXu/0Py+FB82ue+E/Pj+MEB5t8T9ZTGw+rg3zP1EVU+knHOM/rrt5qkPu9L+ndLD+z2H9v57qkJvhBuA/oBUYsrrV5z/u7gG6L2fkv8E3TZ8d8OM/4/xNKETA8j8z4Zf6eVMBQGfV52orduo/lYJuL2lMB0BTkQpjC0HVv8bctYR80P0/xrSAGggTuL+GONbFbbT0P5c5XRYTG/Q/36RpUDSP5L8fotEdxM70PxMsDmd+Nc8/UWaDTDJy4T9I4XoUrsf9P7KACdy6m+y/tahPcodN2z9s7BLVWwP/v+F9VS5U/uY/JeZZSSu+4z9GF4oqsoybP205l+KqsvA/Qxc34odShL+YE7TJ4RPqP6t4I/PIHwJAwHgGDf0T7b/VsrW+SGj2Py0JUFPL1vA/O4veqYB71r93n+OjxRneP9S2YRQEj+a/Fmh3SDHA7D9SCrq9pLH2PzQsRl1r79U/ZTVdT3Rd1r+62or9Zff5P12mJsEb0t6/q83/q44c079YxoZu9ofjP2Rd3EYDeP0/LEfIQJ7d4r/zAuyjU9f5P0MDsWzmkNG/QPuRIjIs97/9vRQeNLvqP3Drbp7qkO0/1BBV+DO84T+hODbxxGK0P+T5DKg3o9w/WYY41sXtAEBd/kP67ev5v6Pmq+Rjd8G/iulCrP4Iu7/dDDfg88Pwvyno9pLGaP4/8e/YdKm2sj8absDnh5H+P7QdU3dlF+a/8WPMXUsIAUAe4EkLl9XnP6CkwAKYMtQ/ZQCo4sYt7z93o4/5gMDjvzMbZJKRM+0/H6LRHcTO+b8HtkqwOJzBP7GiBtMwvAJAsI9OXfksyz9wXpz4akffPx9mL9tOW8M/LghAN48eer87VFOSdTjsP3KKjuTyH/4/TKYKRiV18z8UDa2ph8Otv17b2y3JAeU/RzzZzYx+6z9pjqz8MhjbP27Ek93MaOO/pWsm32zz4L9iZwqd11j6P13DDI0ngta/4A8//z145D/OiNLe4AvdP7FQa5p3nPU/vJNPj20Z2b/+KytNSkEIQGraxTTTvdQ/CRueXinL2L+o3r8euG+avxnlmZfDbu4/6uv5muWy3T9rLcxCO6fqP347iQj/ItU/IZBLHHkg1L83qtOBrCfqPzJzgctjzeu/G2SSkbMw+b+r56T3je8LQKYqbXGNT+s/D7kZbsDn+z9FEr2MYjnhv8Tr+gW7Ycu/6bXZWIl56L/cLF4sDBHuPz3yBwPP/QBAPQrXo3C9CUAVdHtJY7T/P630f7M5c5S/aeOItfgU8z/EX5M16qH9P4V80LNZ9du/pU5AE2FDAEDwbfqzHyncP4qw4emVMvE/Oe//44QJ5D+sjhzpDIzaP3hEherm4ug/k/5eCg+a6T/Y1eQpq+nOPxQjS+ZY3t8/P5C8cyhD0T8+PPDWnv6IvypSYWwhyP4/gNjSo6mezL9LV7CNeLLov4TwaOOItfA/TwZHyatz/T9+xoUDIVn+PycR4V8EDek/ixZFtMKZoL+Zu5aQD/ryvxf03hgCAOa/lgm/1M8b87/ZzvdT46XQv0Rpb/CFyf4/ou9uZYnO6z+rsu+K4P/1PxueXinLkPA/DoRkARO4/D+t9rAXCljhv3XIzXADPtI/x53Swfq/9z+DiT+KOnPfP8v49xkXDuC/MgOV8e8zzL+rvqn+95ayP9KMRdPZSfI/fGyB85g3pT9KRs7CnnbhP2k7pu7KLsa/amtEMA4u7j/NI38w8FzxP2MIAI49++k/b2Qe+YNBBUBhjh6/t2nwvzbIJCNn4fU/BoTWw5cJ7784IWOkzSehv3KKjuTyH9q/xNFVurtO7j9zY3rCEo//P35xqUpbXOq/zO7Jw0It5D+139qJkpDOP+atug7VlN4/I93PKcjPzD+w/s9hvjzzPy+KHvgYrNy/g6Pk1TmGAED2I0VkWEXxPzMWTWcnA/E/G2ZoPBHE0z833h0Zq03gP1CLwcO0b+K/fNXKhF9q9T9jnL8JhQjxv1rwoq8gTee/tYgoJm+A678IkKFjB5XrPxNE3QcgtfE/Bg39E1ws/j/C9/4G7dXaP4S9iSE5meg/KGIRww5jyr9UOlj/5zD0P+C593DJ8fe/SUc5mE0A6T85twn3yrzQP5Wysbc5OqM/hqxu9Zz0+T/oGyz3XWyzP5et9UVCW/Y/JVryeFp+xj+RJ0nXTD4CQA3GiEShZc+/PBQF+kQe+z/fiVkvhnIJQCbfbHNj+vE/XhH8byU78j+0PA/uzpoCQA74/DBCeABA/UycYCj1fz+Do+TVOQb0P3jTLTvEv+k/ajS5GANr4D9I/mDguff1P2MLQQ5KmNK/lDDT9q8sAUAqNuZ1xCG/v4igavRqgNc/ogvqW+Z09T+Kzce1oWL8P3x+GCE8Wuo/yM9GrptSwD8gJAuYwC3yP9GuQspPquk/9Bq7RPVW8z8snKT5Y1rPvxJOC170FfC/1GAaho+I+j8TLA5nfvUFQGSvd3+8V8s/L3aQES/Tfz8IA8+9h0vYPwDh6M8j66k/dVd2weCa2D8L0oxF09nUv2Pt72yP3uC/DMufbwuWwj8ZOQt72uHyP2iWBKip5ee/W6PUFLfAsj8UXKyowbT+v4M0Y9F0dvY/hbUxdsJLvD+1ozhHHR3oP2bZk8DmHNU/N1MhHokX4T+kx+9t+nMDQFmjHqLRnfc/q+ek942vx78hByXMtH3xP4zZklUR7u+/ryKjA5Kw0j+5xfzc0JTsPxxg5jv4idm/MZdUbTfBzT9SQxuADQjkP4Emwoan1/0/9x4uOe7UBECP5PIf0m/1P6pla32R0Po/x7ji4qhc5D/CFOXS+IXPP6SMuAA0StS/XhH8byW79T+hSs0eaIXnP2/x8J4Dy+m/5/up8dJN4T9NSGsMOiHAP5awNsZOeO6/6uxkcJS88D+9/E6TGW/jvwthNZawtuy/mPkOfuKA6j8EG9e/6zPXPyV2bW+3JN8/6IcRwqON8z/JycStgpjuv7dzqzEyErM/FqdaC7PQ5T+78e7IWG3EP3rIlA9B1c4/onxBCwmY4z8sgZTYtb2hv0ZDxqNUQuG/dR+A1CbO4L8wuVFkrSHqP3Y25J8ZxOq/sMbZdARwt78dccgG0sXTP3ZxGw3gLfM/PiXnxB7ax79s7BLVW4PwP2LzcW2omAVADcFxGTc17z+3QliNJSznP2ed8X1xqc4/nZ0MjpLX/T/6YYTwaOMAQEcgXtcvWPK/uMoTCDvF2D+JB5RNuQIAQL9lTpfFxPM/v5oDBHP09j8rNBDLZo7nPyb752nAoOe/3NeBc0YU9T+0a2vZlAp+P5CIKZFEr/o/t2J/2T35+z8Ur7K2KR7fv41GPq946s0/PrMkQE2tAkAm32xzY3rKP8lxp3Sw/vg/jL/tCRLb2T/GsHkL2pqrv13hXS7iu/E/7Eyh8xq74j/h7qzddiHwPz6XqUnwhuk/b7vQXKdRBECQhlPm5hvnPwzlRLsKKfA/2ubG9IQl8T8xQni0cQQBQCofgqrRq7U/rO5HQDuWpb9W1jbF46LZP0m6ZvLNtuo/5qxPOSaLpz+AK9mxEQjyv2owDcNHxPA/Q+c1dolq9j+HUKVmDzT3v53ZrtAHy90/+ie4WFED/D+TUtDtJQ34v/xvJTs2Avk/liNkIM8uw79q3nGKjmT4P1slWBzO/Pk/+MJkqmBU/j+/EHLe/8fVPxEebRyxFvQ/KA8LtaZ5/z/fNehLb3/WPw+Yh0z5ELA/rwj+t5Kd+z/ZCMTr+kUBQCZzLO+qB+q/4XoUrkchAUAbKsb5m9D0P8B4Bg39E+c/8MAAwocSwz8ewY2ULRLkvy/dJAaB1QBAStI1k2828T+78lmeBzcAwCPb+X5qPPk/A8+9h0tOBECYMQVrnM3jPzEIrBxa5Ow/axFRTN4Azb8zbf/KSpP7P3C2uTE9oQJAxvmbUIgA8z/EJFzII7jaP0SGVbyRefE/pwLuef607j8dAdwsXizfP2Rd3EYDePA/L6NYbmk1/D97hQX3Ax7rv+AQqtTsgeE/zXaFPlhG5b84LXjRVxDkP15jl6jeGvs/ak/JObGH3T9GzsKedvgEQCNKe4MvzPc/WqFI93OK6T8ZNzXQfM7kv7/Uz5uKVLy/BoNr7uh/6T/7P4f58gL0PwNbJVgcTgBAlpNQ+kJI7z8ychb2tMP3P7X9KytNyvS/rdo1Ia0x2T/XFMjsLHrfP/4KmSuDat4/cCh8tg4O7D97vfvjvWr2PwHChxItecg/tAJDVrf64j/NID6w47/QP67TSEvlbfY/5SfVPh2P/z+i725lic7Tv9tRnKOOjsU/UtSZe0j4xr8L0oxF01n+PzXvOEVH8vI/pz/7kSKy9j9Bt5c0RuvxP0n0MorlFuK/YHZPHhZqAkA/jubIyi/QP2JKJNHLKPk/3q8CfLd52D+0AkNWt/ryP03WqIdotAFATYbj+Qyo7j/OjekJS7z3P5hRLLe0mvs/taUO8nqw5r/t0obD0sDWP3ke3J21W/G/T1jiAWVT9T8Wak3zjlP3P5yiI7n8B/w/ZR2OrtLdzb/XoC+9/bnXP14u4jsx688/CkrRyr3AxL+kjSPW4lPzP67wLhfxnfs/q1s9J73v4D/yJOmaybf3P7ddaK7TSPI/Ol0WE5sP9T81KQXdXtIBQAU0ETY8vf0/oDNpU3WP7r8prir7rkgBQNMTlnhA2co/0H05s10h7j9yio7k8p/wP4/ecB+5Ndc/iljEsMMY7z+PcFrwoq/tP25RZoNMMvE/8l61MuEX9j/LhF/q5035PztvY7Mj1d0/f4eiQJ/Ix7/lX8sr19vqv6ZetwiM9dm/i/1l9+Th8z9QYiGEkai1P4hjXdxGA6Q/HXQJh95i6j/4GRcOhGTzP94CCYofYwBAC261mOmorL9zgGCOHn8CQMgMVMa/T/M/nfS+8bVn/T8GgZVDi2z3Pyl5dY4B2f8/EtpyLsXV/z/ElEiil9H4P+krSDMWTfO/gJwwYTQr2D/gLCXLSajhP2GKcmn8wtk/EsKjjSPW+D9pOGVuvpHrP3XniedsAcG/vHmqQ24GD0A+ey5Tk+DYv4F4Xb9gN+c/0o4bfjdd5L/11VWBWgzov5aWkXpP5da/PggB+RIq1D+8P96rVqb3P68l5IOeTfW/DqFKzR7o/z8gXtcv2E0BQEbqPZXTnt0/cxHfiVnvAkDZfFwbKkbwP1ScWQF0TrI/SUvl7QjnA0BcctwpHawGQOxMofMaO/Y/MKsDYgq9e79Ji44/rJKbPzUomgewSOS/iQeUTbnCB0DCo40j1mL0v8Fz7+GS494/k3Ahj+BGvr+D3bBtUWbjv6LvbmWJzr6/dCMsKuL04j9vufqxSf7mP3WOAdnr3fW/DaZh+IiY278h6dMq+kPUv2L2su20NeY/oYSZtn/l6781e6AVGDLzP8rgKHl1TgJASpaTUPpC07/4+lqXGqHsP1itTPil/gJANQcI5ujx1L8+P4wQHm3zP8sQx7q4jfE/Hm0csRaf/j8TglX18jvnP8l3KXXJOOm/RnpRu18FwL8cQL/v37znvwAfvHZpw9G/qTC2EOSg8z+4kEdwI2XYP7x6FRkdkLy/BRbAlIEDwr+LTwEwnkHzP6YKRiV1gue/CcVW0LTE2j8KEXAIVer3P/WEJR5Qtv8/eSPzyB8M2b/U8ZiBynj4P8bAOo4fKtY/BDqTNlX34b8DWyVYHE7xP2pN845T9PI/ZXCUvDpH/z/p8uZwrfbuP2PuWkI+aPC/Zhah2Aoa6j/y7PKtD+veP51GWipvx/Y/1PGYgcp4+D9tHofB/BXrP9y3Wicux9A/3zMSoRFszD+yRj1Eozv1v9IBSdi3k+c/o68gzVg03j8SS8rd5/jcPxMsDmd+tfg/+aBns+rz8z8IVtXL7zTJv9ZFwNfGjrS/78ftl0/W4T/rbp7qkBvmP04mbhXEQOA/r+sX7Ibt+T/vcDs0LEblv/4mFCLgkPs/iSZQxCKGob8ktOVciqvyPwJIbeLkfvc/1V3ZBYPr6j8zTkNU4c/KP6DgYkUNpuK/3o/bL5+s5r9oXDgQkgX4PzSAt0CCYgxAvYxiuaXV6T8CEHf1KrLpP7fUQV4PJug/5dU5BmSv9D+OeLKbGf3qP//PYb68APU/5SX/k7974D+bHam+84vaPzcawFsgwf4/T3XIzXCD/j/woxr2e+LuPyV1ApoIm/Q/MxZNZycD+z/GpwAYzyD3vz3WjAxyl+E/36Y/+5Ei+j/CL/XzpiLpv6VrJt9s8/o/NsgkI2dh3L8/xAYLJ2nhv6tZZ3xfXN+/0A8jhEcb6L8s1nCRe7q+v3TS+8bXXgFAKLnDJjLz7D9RFVPpJ5zFP0M7p1mg3ds/j/zBwHPv9T8gXWxaKQTfP3dOs0C7Q4q/qByTxf1HxD/njCjtDb7yvwvsMZHS7O4/8x5nmrD96b9mM4ekFkrRv8lZ2NMOf/k/l3K+2HvxyT+4kh0bgXjZv3R7SWO0jvq/Bac+kLxz1z/mCBnIs0viP01MF2L1R4g/yH4WS5F83z/K/Q5FgT7bv4l2upgLAYU//iYUIuCQ8j+wAny3eePdP/yp8dJNogJAshGI1/UL8T8fLjnulA76P5tyhXe5iN4/xT2WPnRB9b/Lg/QUOUTIvy0hH/RsVuC/Fto5zQLt6j+E2QQYlr/gP19egH106r6/tMnhk06k7D+PqiaIuo/4P14u4jsx6/Q/QwQcQpXaAEBoke18PzX3P/oakw+LYqs/GohlM4ek5D8CK4cW2Y4BQFP+WgMAbIW/GoReJFksuD/rHW6HhsXTP3wNwXEZN9Y/jBNf7SjO479bJVgczvz3P3AH6pRHN8I/Rgn6Cz1izr/V52or9hfgPzIfEOhM2ts/WCvJ8I5CpL95I/PIH4znP4GyKVd4l78/RKJ1+XvOsD/QptnygGiwP2cmvRTDerI/nMB0WrdBzz9PdcjNcMMBQKt6+Z0mM6Y/guLHmLuW4D99s82N6QnyP8XL07milNw/9KljldIz0L+yhLUxdkLuv9hhTPp7qe8/1ldXBWoxxr8E54wo7Y3xv601lNqL6O2/lE25wrvc+L/r5uJve4LpP9LkYgys48A/muK73kd/pT+syr4rgn/zP+Y/pN++Dvw/6V+SyhTz6z/Yuz/eq5YCQO9TVWggltg/XtVZLbDHxL83qtOBrKfXv6G+ZU6Xxfk/T135LM8D8D8cQpWaPVD2PwWGrG71nPY/Z9R8lXzs2b/puvCD8ynuP+llFMstLfg/fH4YITza/D8BbECEuPLjP+i+nNmuUOs/pIgMq3ij7j83N6YnLHH/v5sb0xOWeA9AvcgE/BpJ5D9SmWIOgo7APx4V/3dEhdK/RDS6g9iZ8D8A/b5/82LgP7e0GhL3WL4/h/unn2CUer/NHmgFhqzwPxpOmZtvRKs/lsyxvKseyr+4rS08LxXjPyaN0Tqqmtg/uY0G8BZI8T8m/b0UHjTcv2gFhqxudf0/j8U2qWgs4r+HFtnO99MDQBoLliwfMHy/9gt2w7bF8T9AMbJkjuXHP6LRHcTOlP+/QQ3fwrrx4L/shm2LMhvvv8+hDFUxld0/XknyXN+H0L9l5CzsaQf4P00QdR+AVPM/XHfzVIfcvD/BUgIHWbuSv/n3GRcOBAJAjln2JLA50D/4U+Olm0TzPzikUYGTbeY/1A5/Tdao+D/HZ7J/nobjPyCcTx2rlNq/Ab9GkiBc6L9SmWIOgg7mP4Ko+wCktvc/VWmLa3wm6j+UMxR3vMnRPxhanZyhuLE/QQ5KmGl78z/9oC5SKAvjPz83NGWnH+A/qFKzB1qB9T9l3xXB/1bwP9S3zOmymP0/uhCrP8Iw6r+6SnfX2RDiP6yQ8pNqn+8/G7gDdcqj4D/xun7BbtjmPx7JQPkWMau/PWAeMuVD5j/D76Zbdgjjvwyx+iMMA9O/ZKtwcI7fkL+M+E7MejHUP5lH/mDguf4/wavlzkwwyr8drtUe9kLZv1jH8UOlkeo/4JwRpb3B/D/6gEBn0qbbP81ffCzYoaW/hKCjVS3p17+g/UgRGVb/P9obfGEyVQBAWaMeotEd/r/GpwAYzyDzP2R1q+ektwVApgpGJXUC/D9Zpl8i3jrjv5eMYyR7BOU/C/FIvDwd4T8JibSNP9Hjv4YynlJvV5m/7pQO1v+58z8mNh/XhooAQOjZrPpcbfU/k6espuuJ47+QQ2kUNxOgvxmto6oJovM/1GUxsfk49z8fniXICKjTv9B+pIgMq/a/th0J6kq6rD/kFYielEnHP1HbhlEQvOi/GqN1VDXBBUASMpBnl2/ev0BqEyf3u/s/aVIKur2k0z9kk/yIX7Hev+ONzCN/MPk/7GmHvybr9j+cFrzoK0j/P5BPyM7b2O2/HaYiugykuD9NRjqoabyZP5CDEmbafgFAOxkcJa/O8T+NKsO4G0TYPz5cctwpHfE/Ti22pP7Vrj+p29lXHqTXv4wQHm0csQVA1jkGZK+3AkAvUb01sNX8P4Lix5i7lvY/vp8aL92k8b8Ea0GU1K6uv060q5DyE/w/IAw89x4u+j8IfNnRk41yP8IWu31Wmd0/SaDBps6j3D+PGaiMfx/+P7dFmQ0yyfg/r3yW58Fd9j99lufB3VnwPzliLT4FwPE/xAjh0cYR8D810lJ5O8KJPzsYsU8ARes/THFV2XdF+j8wL8A+OvX9Pycyc4HLY9I/NqypLAo77D+VtyOcFnwFQJBq2O+J9eG/6iXGMv0S0T+vXkVGByThP+rqjsU2KeI/8Q2Fz9bBkT9JS+XtCCcHQFLVBFH3gfo/Sgfr/xzmv78QlUbM7PPmP3Wr56T3Df4/DhDM0eN35L8F+G7zxsnnP2Is0y8Rb+E/32XQGs3bsL/HYwYq49/hP5HrS9tk+a+/22lrRDAOzL/8byU7NoL6P5M4K6Im+to/n7DEA8om8j+bcK/MW3XSP8JR8uocg/U/U7DG2XQE7j8IhVLFnoewP4NMMnIW9vo//mDguffw8T+/1TpxOd7gP/2C3bBtUfk/Z2FPO/w14L8BpDZxcr8BQMkfDDz33gJAymyQSUbO9D/ItaFinH8IQBv0pbc/F+s/7+GS406pCEC0sKcd/hryv6fmcoOhDug/r7K2KR4X4b/Nbz2vHTGXPx7qLdRQWbc//dr66T9r4z+uDoC4q1fXP9cd5ibFIoG/BTQRNjw98z+emPViKCf3P4KLFTWYhtu/DafMzTeixz/FPCtpxbfkP7Mo7KLogcM/woanV8oy4z/8AKQ2cfL7P/jgtUsbDsu/78uZ7Qp95D8uxVVl35X0P5EsYAK3bvg/ychZ2NNOCUDF/rJ78jD6P2fV52or9vE/jj7mAwKdzz+PxwxUxr/1PxYzwtuDkOA/HJqy0w9q6j8cCMkCJnDyv1Rx4xbzc+4/1Vf8S/fff7/lnUMZqmLiP3WTGARWDgHAP8dHizOG7b+8lLpkHKPrP3wKgPEMmvg/K/htiPGa0D82I4PcRZjpvw69xcN7Du4/pOTVOQYkAUBDdXPxtz3rPz3yBwPPvfc/wCFUqdkD7D/G20qvzcamP0esxacAmPs/PPceLjnu5z9yv0NRoE/Wv4JzRpT2Bv8/WmYRiq0g5T8j88gfDLz3P2H9n8N8+fM/bCHIQQkz1z8TglX18jvoP2ak3lM57ee/oE/kSdK15j8GZoUi3c/aP4BlpUkp6Pk/JLTlXIor8T8jLZW3IxzwP9An8iTp2gBAOUayR6gZur/9pNqn47HwP7lTOlj/5+s/r7FLVG+N8b+RfZBlwcTZvx4bgXhdP/Q/QDBHj99b/z84EJIFTODAv69Cyk+qfQtAKgKc3sV74b8HYW73cp+8v9WVz/I8uPG/kiIyrOLNAECDhv4JLlbGP3GrIAa6duY/uw9AahMn+D8rMjogCfvtP4ARjx+FRqc/+n5qvHQT9D9GQIUjSKXIv3DP86eN6u4/LgQ5KGEm8z+KpVAvW1+Cv6M883LY/eg/EqW9wRem9D/+DkWBPhHzP+jdWFAYFOy/NQcI5uhx/T9Z2xSPi2rPv3WXHxOEhpk/uAchIF9C2T/LoUW28/37P4B9dOrKZ/E/EkpfCDnv1z9YObTIdr78P4KtEiwOJwFAvVZCd0mcyT/WrZ6T3jf9PzgSaLCpc+q/Ztr+lZWm+D+5cCAkC5jmvxKlvcEXpvY/PXyZKELq27+BlUOLbOcFQH2zzY3pCeC/3qzB+6pc5T/ri4S2nMsHQKclVkYjn+Q/VMa/z7hw4T+5qBYRxeTqvzdTIR6Jl9C/e9rhr8ka9z82yCQjZ+HgP9ttF5rrNPY/36gVpu81zD+m7zUEx2XYP7dj6q7sAug/PdUhN8ON6T9wDFx5JLmnP0lgGFUruLS/vK5fsBu27b+XxcTm49r8P6X1twTgn74/JNbiUwCMwT+bcK/MW/XrPwYwZeCAFuk/JO6x9KGL9T8KLlbUYBr2v9Jbl3VaEps/+mAZG7rZ6j+zlZf8T/66P+oDyTuHMsK/D9b/OcyX8j9W0/VE14Xkv0pCIm3jz+w/w50LI72owT8aho+IKZH1P3+ismFNZd4/Q8pPqn069T9y/iYUIuDSP9/hdmhYDOw/KNU+HY8ZDUC46GSp9X7lP0GchxOYTtq/vi7Df7qB2j9pxqLp7CQGwAc/cQD9vuG/zo3pCUt8A0A0nZ0MjpLxP3jSwmUVNtC/okW28/3U8D+4VnvYCwXIP9egL739ucQ/PPceLjnuxD9oXDgQkgX4PxHHuriNhv4/CRaHM78aAEC/0Y4bfjfpv1rZPuQtV7+/Qni0ccTa9T8WhV0UPfDTPygs8YCy6QBAeJyiI7n88j9VUFH1K53QP6orn+V5cP0/bYyd8BKcyj9AS1ewjXjrPyVBuAIK9dq/wjQMHxHT97+1h71QwPbtP3XN5Jtt7vA/ogp/hjdryj/9Fp0std7pvw5Pr5RlCAFAp6/na5ZL6b/LEMe6uM0CQCKNCpxsA9o/3GPpQxfUAUCTb7a5Mb3xP+3w12SN+vE/jURoBBvX1z9PzHoxlBPxv4eKcf4mFMQ/pz/7kSIyAkDh1AeSdw7Sv5uPa0PFOPa/5X6HokAf/T+zXaEPlrHbP9JUT+Yffdw/4rA08KOa4j+Xi/hOzDoAQGNhiJy+HuW/NEjBU8gV6T9/EwoRcAj6P/p7KTxo9ug/yqXxC68k3j9xOPOrOcD5P6RViKKbWJO/2NglqreG/z/aAkLr4cvUv1k0nZ0MTgBACRueXilL8D8/jBAebRzyPy4dc56xL8+/LXsS2JwD4L8Gig43lmatv/uSjQdb7NU/yY6NQLyu9T9inpW04pvoP9gpVg3C3Lq/IuAQqtRsAUCi0R3EzpQBQF4R/G8lO4Y/4wQBjS1fsD8xe9l22hrgvyAMPPceLtI/Njy9UpahAkDDoEyjycXAPyKOdXEbjfc/go/BilOt3r/QmbSpuke+vxgGLLmKxeU/6glLPKBs8z/0FaQZi6YCwNi5aTNOQ9u/k2+2uTG99T9IqBlSRXHqPyandoapreg/h/nyAuyj/j+HakqyDkfjPwzlRLsK6QNAychZ2NOO9j91kq0upwTXv3l2+daH9cY/56kOuRkuC0DFA8qmXOH5P6DejJqvkuK/yk+qfToe/z/AXmHB/YDrv+Wc2EP7WMs/g2itaHOcx7+jdVQ1QdT2Pwk3GVWGcde/7s7abRea8j8robskzorlP9b/OcyXl/c/a5p3nKIj+D/kSGdg5OXoPxyVm6ilOea/hbacS3HV4T8JUFPL1vrVv5SkaybfbPG/9Bd6xOi5yb80nZ0MjpL3P9xLGqN11Po/1T4djxko+T/zqzlAMEfYv3I2HQHcLKo/scQDyqbc+r+oUrMHWgH7P4zbaABvgd6/9x+ZDp2e3T+qDONuEC3rP3qOyHcpde4/uOnPfqSI6T9Td2UXDC7kPx0CRwINtuM/2o6pu7ILnj/DZRU2A1zsP76JITmZuN6/stXllIAY5T+NmUS94NPjP4P6ljldVghAm8k329wY8D/Y2CWqtwb0P5IFTODW3fM/M6fLYmLz8r9YqaCi6lflv6ciFcYWgvY//ACkNnFy4r/mBG1y+KTmv1ZKz/QSY9c/mUnUCz7N67+HhsWoa+3fv+jB3Vm7bfI/cm4T7pV5r7/accPvplvMv4+ltKPdjaK/HQWIghnT7D99PzVeuokEQOOlm8QgsPg/oZ+p1y0Cuz/7IqEt51IAQFlOQukLId8//5YA/FOq4j/dJXFWRE24P+9VKxN+qdc/sW1RZoOMAEB4eqUsQ5wDQLk2VIzzN6G/MzLIXYSp5D9hinJp/MKxv+53KAr0ifK/ZdcHo6Nmmb9q+uyA64raP/T91HjpJtu/8piByvg3AUDJyFnY0w7sP37DRIMUPNa/cvp6vma56L9BRdWvdD7IP060q5DyE+w/WVGDaRj+AMBUHXIz3IDLP+Emo8ow7uU/VOV7RiK05L+L/PohNljnv6w8gbBTLO6/DmjpCrYR0r8X00z3Oingv8Ixy54ENuc/TBqjdVQ14D9inpW04pvnPwiOy7ipgdg/+13Ymq284j/t153uPPHnP0UuOIO/3+s/iJ0pdF5j9D9JY7SOqqbxvyQO2UC62NO/2NglqreG9r8AV7JjI5D2P1IKur2kse4/ECBDxw4q0L/vB5fp8kG2P/C/lezYiAFAuD8XDRmP3j+9NhsrMc/RvyAMPPcervY/pPyk2qfj3T/lCu9yEV8BQEbOwp52+PA/dJgvL8C++j9HyatzDEj9PzKP/MHAc/Y/B4QxfQrbqr/UDn9N1igBQCjzj75J09I/VaAWg4dp7T+fOlYpPdPrP/uVzodnCc4/sVBrmnecyD/O/GoOEMzLP89Lxca8jtQ/HhuBeF0/8j/r/UY7bvjPP+lkqfV+o+G/X+/+eK/a8j9Cdt7GZsfqP5268lmeB+Y/iXssfeiCxD+vsUtUb43xP2+70FynkfM/3/3xXrUy8T8TKGIRww7HvxMPKJtyhfQ/EjElkuhl8z/UgEHSp1XCv/AzLhwIyfM/2ZWWkXpPy79kkSbeAZ7Ov7Q8D+7OWvc/4V0u4jux+z8AVkeOdAbsPzwTmiSWlNu/BYMQNXYuob/GM2jon2D9P0m6ZvLNtvC/IeS8/48T6D/YLQJjfQOTPwKCOXr8Xv0/0Amhgy7hwr+9woL7AQ/uP+QbwBGTJqS/OfHVjuIc3r+p3hrYKgEHQIIclDDT9vW/fuAqTyDs5b+xTSoaa3/Xv2cLCK2HL+U/7kCd8ujG5D/edqG5TiPrP+FFX0GasfI/fcT55d2inb874pANpIvSP1pkO99Pjdi/rkhMUMO32D+J6q2BrRLyPy4e3nNgOek/GHjuPVzyCUDY9KCgFC3oP+MXXknyXNm/AK358ZcW0j+k/KTap2P2Pz51rFJ6Juw/3Lkw0ova7j/430p2bIT3P7UaEvdY+vq/VDpY/+fwAkCBe54/bVTWv6eWrfVFQvc/9WbUfJV8xr/YKsHicOb9P63AkNWtnt6/UTHO34TC8T8/OJ86Vingvy13ZoLhXNM/oMN8eQF28L8rM6X1twTjvwiUTbnCO/Q/1PGYgcp4+T8gtYmT+x3cP2B4Jclzfes/Zr/udOeJ27+e76fGSzfyvwfOGVHaG/E/4SnkSj2L4r91WUxsPi71P7A9syRAzfU/P6phvyfW27+C4zJuaiDvPxFV+DO8Wd6/TySYamat4z9xvbczXZmlP3++LViqi+8/Et4ehID86b8tJGB0efPnP0GC4seYO/A/NQcI5ujx8z/QDyOER5v4P8x/SL99HfS/JNI2/kTl6j8Rj8TL07ndv1MEOL2L9+Y/6s2o+Sr52r+RuMfShy4AQHGsi9toANw/fjfdskP81T/mQA+1bZjlPyZzLO+qB+M/C5jArbv5+D8c0xOWeMDlv+l942vPrAFAenJNgcxO7D9hwf2ABwbfP7GnHf6aLP8/uwopP6l29T+hgsMLIlLBP9ttF5rrNPc/5xpmaDyR6T/Jdr6fGi/5P/lJtU/H4/U/gem0boPa379MHHkgskjJPy5Yqgt4mes/WKg1zTtO8L9b7zfaccPZvy/9S1KZYsq/VRLZB1mW5T9Zf5WNGIegP0uPpnoyf+Y/6iXGMv0S5T+D3bBtUWb9P7jlIynpYca/i0nJvJ9kuL/4FtaNd0fAvzkmi/uPTOO/LxaGyOnr4T/mBdhHpy7yP6Pp7GRwlPU/IApmTMGa5z8T7pV5qy7vPx/ylqsfm+4/em02VmIe6j/+Cpkrg2rJP/0QGyycpOC/2zF1V3bB6D9/3lSkwlj5P8ISDyib8vI/a/TFOUWisz/+1HjpJjH0P9dR1QRRd/o/FAfQ7/s31D/g2R694T7jv7Djv0AQIMU/nIpUGFsI9T8aTpmbb8TiP8u9wKxQpNS/CqLuA5Dayr9K0F/oESPrP/4rK01KweM/uarsuyJ49z9uxJPdzOjrv8oyxLEu7vG/KxVUVP1K3T+EDU+vlGXzP63AkNWtntM/GcdI9gg15L89DRgkfdrhPyPZI9QMqdE/0SLb+X7qAECy1lBqL6LqPyJPkq6ZfOO/jBU1mIbh7b++MJkqGJXyP26FsBpLWMM/JgFqatla+D/vdVJflvbhPyDvVSsTfvE/MjhKXp1j8r8rTUpBtxf5P2PuWkI+KAdAxebj2lCx5L/5Tsx6MZTzP0FhUKbR5Ok/Dr+bbtkh6D/bTIV4JF7KvziGAODYs7s/vVZCd0mc5j/USEvl7Yj2P1Fmg0wycvg/NQhzu5f72r/R6Xk3FhS6v/zEAfT7fu2/soUgByXM+j/12JYBZynuv087/DVZIwZAGa95VWc14T+5qBYRxeTbv1XejnBa8PY/TDeJQWBl+D82k2+2ufEBwPci2o6pu84/BAMIH0q04z/6CtKMRVPzPw1QGmoUku+/TfOOU3Qk8z972uGvyZoBQIMvTKYKRug/nu+nxks39D8Hsp5afXW9v7xPwDyF2IA/gufewyXH0L85BP5Y11RFP3dNSGsMOuk/yHxAoDNp3b/ZI9QMqaLIv17XL9gNW/E/hUIEHEJVAkBhcM0d/S/XP/Gyy1yFObA/KqkT0ETY8z/IKM+8HHbiPwd7E0NyMuq/6KViY17H7T/2lnK+2HvRP+i8xi5RvfM/FhQGZRpN4z+3RZkNMkn0P1ZFuMmoMuo/K0zfawiO3T9Yc4Bgjh6/v/NxbagY5+E/ea2E7pI41T84g79fzJbQv9wuNNdpJPA/9KeN6nSg4j8M5xpmaLzhv9jYJaq3BvQ/d/cA3Zcz3z93oE55dCPeP2rBi76CNPi/KEUr9wKz7L9Ubw1slWD1P9TUsrW+SP0/SwLU1LK19T9vDWyVYPECQJhMFYxKKgBAGCE82jhi8j8zUBn/PuPTP2vUQzS6A+s/CRUcXhCR0b8zUu+pnHbiP/IjfsUaLu4/wVYJFoez8T8J+3YSEf7dP5QT7SqkfPA/G3j/abRmqb/5g4Hn3oMEQHOAYI4ev/c/7KAS1zEu7T+Fe2XeqmvsP05/9iNFZPQ/0JuKVBjb9T9IaqFkcmrkP53WbVD7rc8/7nw/NV668L+inGhXIeX0v/T91HjppvM/gSbChqdX1j/9a3nlelvlPxDqIoWy8Os/3V7SGK2j+z9FhH8RNGbTvwH76NSVT/w//g5FgT6R9D/+Q/rt68DxP/4rK01KQe4/uMmoMoy7y7/F5A0w853sP57Swfo/h/I/vOgrSDMW/D+pvvOLEnTgP4E+kSdJFwBAavtXVpqU1T+y9KEL6hsAQDDw3Hu45Pc/CvfKvFXXxb+eB3dn7bb+P9nr3R/vVfI/EHUfgNQm8D+ASL99HTjqvzQvh913DO2/yjFZ3H9kxD+dTNwqiIHrP0d3EDtTaPo/vHmqQ24G8j86HjNQGf/cv4OhDivccuw/YXE486s5BUAoRMAhVKnbv2b35GGhVvs/7kflgSPcqz9Ng6J5AIvrPz1JumbyzQJAQN6rVib8ur+xxAPKplzyv0Tf3coSncm/Rz1EozsI+j89K2nFNxTVPx0BHkkwcoI/7bsi+N/K8D/Al8KDZtfNPyNOJ9nqctW/i8OZX82B87/ZlCu8y8XmP2qIKvwZ3uo/DMwKRbqf5z/NkZVfBmPTv3bdW5GYoMK/W1DOBk/XiT9JS+XtCCfxv2gj100pr9c/yEEJM21//D/cgM8PI4TZP7QCQ1a3evk/JJ2BkZc10L+0WfW52or7P1CPbRlwlsQ/UrXdBN803D+Wd9UD5iHBP4P7AQ8MoOM/cT0K16Pw+D8AAAAAAIACQMPVARB39dk/SaKXUSy38T+x4emVsgzzP2QhOgSOBNo/j6UPXVBf+T9sPq4NFWP3v0KTxJJy9+K/xJPdzOhH278JU5RL4xfkv5xu2SH+Ye8/JNBgU+dR5b+jQJ/Ik+QGQLgjnBa8aPE/DRzQ0hXs7b/vOEVHcvnBv4CfceFAyPM/rJDyk2of8z8mw/F8BlTjP1hzgGCOHvc/EoPAyqFF9z/XgoNi0K6vPwspP6n26fS/taZ5xym68D+y8zY2O1LgP3o2qz5XW9W/RRMoYhHDzL+OkewRaobfvxefAmA8g9S/pvJ2hNOC+T+zXaEPlrHlvy0hH/Rs1vM/gJ2bNuM06z+n6h7ZXDXmP/5l9+RhIfE/vyzt1Fzu5L/AstKkFHT8Pyy3tBoSd/0/RL5LqUvG1L9XlX1XBP/6P+Mz2T9PA+4/6j9rfvyl4z8oYDsYsU/MPxFzSdV2k+W/65Cb4QZ86D9O0vwxrU3SP8FY38DkRsO/gq59Ab1w2j80v5oDBDMBwMrAAS1dwcY/bLBwkuaP7D/ZsKayKOzuv2082GK3z+E/OxkcJa/O/z/whjQqcLLJP4y9F1+0x9Y/eIAnLVxWzT81XU90XfjVPx6M2CeA4us/PujZrPpc6z+Xi/hOzPrzP6D6B5EMOdU/W9HmOLcJz78Hl445z9jfPyMQr+sX7PA/yH4WS5F84D8zyLg9nBuOvyV6GcVyy/i/RuuoaoKoBkBzLVqAttXkP1LVBFH3QQZApTFaR1WT4j9zol2FlB/7PzUpBd1e0sa/76tyofIv5L+eJF0z+Wbev1lN1xNdF7S/7pQO1v85/T+LbOf7qXH4P5yiI7n8B/A/b5upEI/E1L82H9eGivH6PziEKjV7oMc/Mlab/1cd0j9XXYdqSrLavwUXK2owDeM/n8K26t+apD8g71UrE37yP5Xx7zMuXAdAUmFsIcgBAECIg4QoX9DRP8dMol7wadO/HvmDgede8z+LNse5TbjYv7mNBvAWSP0/LjnulA6WAUCOdXEbDWD1P0j5SbVPR+A/vW4RGOsb1z+Tisba39noP5xNRwA3i9O/24r9Zfdk+T+VZYhjXdz3P2YHpuTmZZa/uY0G8BZI8D9lpUkp6PYAQLTlXIqrSvm//DVZox6i2D8gQfFjzN38v7x5qkNuBvc/YqHWNO84yT9jl6jeGtj/P8Iv9fOmIvi/z4HlCBnI0j+qDrkZbsDwPzTY1HlU/Na//yH99nXg9j/zPLg7azf3Pxv1EI3uIKq/XdxGA3iL9D9CI9i4/l3VPwcMkj6tors/clDCTNs/9j9X7ZqQ1hjWvweY+Q5+4uO/i2zn+6lx/j9DrP4Iw4DNP9Zuu9Bcp/o/9G4sKAzKyj8kRWRYxRvxP+7of7kWre6/UvLqHAOy8T8NUYU/wxvoPwagUbr0r+8/shAdAkcC2b9XeJeL+M73P4/9LJYi+ek/XKyowTQM+T9DPX0E/vDvP3A+daxSet2/JV0z+Wab+78u51JcVXbxPycZlMTtK7Q/z9ptF5rr7T963/jaM8v3P9QP6iKFstM/AG+BBMWPAECBd/LpsS3lv/GAsilX+O8/Kqc9JefE6j+OzY5U3/nkP1+oDZjR2bE/74/3qpWJDEAsgv+tZMf6v6uy74rgf8G/4ltYN94d7j87yOvBpPjWv3f2lQfpKb6/fPFFe7wQ77/gn1Ilyt7AvyUfuwuUFO4/uMzpspjY+z/HSzeJQeD0P9Km6h7ZXOM/sf1kjA+zwb/ByqFFtvPSv/qzHykiw/C/TI47pYN14D//eK9amXAAQKzj+KHSiNk/EwoRcAjV67/z5QXYR6f1P7tgcM0d/eS/BI2ZRL3g1b9Std0E3zTkPxsS91j6UPQ/fgBSmzg5+j/11sBWCZYBQCdPWU3XE9A/m8k329wY9T9VwaikTsDxv0zg1t08VfI/3ZiesMQD+T/l7nN8tDjSP/fpeMxAJQLA9NxCVyJQ0b9Ty9b6IuEBQNBnm3aMhqc/nUZaKm/H9D/wxKwXQznuP8P0vYbguLy/kwA1tWwtCUCvCP63kh33Pxzj1Bi+z7Y/r2Ab8WQ33j/6Yu/FF23jP77ArFCk+80/D39N1qhHBUCvljszwfDtv4g/1MeNbGi/mxvTE5b48j9V9l0R/C8KQJmDoKNVLeg/Vkj5SbVP0z+zCTAsf77vP9GRXP5D+tG/CTiEKjX78j+o/dZOlITQvwLU1LK1Pvo/Ja5jXHHx5b+bVZ+rrVjjv0IJM23/Su0/c6JdhZSf1D8GuYswRbnQPzfhXpm36sK/Ece6uI2G8D+MLQQ5KGHWP8PwETElEvU/u5EeK520lb8faAWGrG7QPxueXinLEPc/PPazWIrk4b+2LcpskEnkP/llMEYkCus/u2HboswG+D9bYI+JlGbfPxjPoKF/wgFAS7A4nPnV9T9d+MH51LHgv/EuF/GdGPo/CoDxDBr6/T8DeAskKH4BQM8R+S6lLsE/8fm8PWO6tz/XFp6Xio3LP0hQ/BhzVwZAcsRafArAAkCMZ9DQP8HRvxXKwtfXOuU/tTLhl/p587+UFi6rsBnEP52AJsKGp9A/hPBo44i18D/pKAezCTDbPwZM4NbdPPA/3rBtUWYD/D9eL00R4PTQP6G+ZU6XRf8/A3tMpDSb5D/PTgZHySv+P3B87ZklAfE/7+apDrkZ8j+bPdAKDNnwv8+9h0uOu/U/s12hD5Yx6r9LBRVVv9KRP4icvp6vWeW/uOnPfqQI8z/b/L/qyJHfP6UyxRwEHdS/FymUha+v0T+reCPzyB/9P950yw7xD9g/i3H+JhSi+T9GJXUCmoj8v6K1os1xbuc/MC3qk9zh6D8NGCR9WkXLP7EYda29T+c/saIG0zD8/D9nD7QCQxYBQHB5rBkZZOa/Ijgu46YG5z/3kVuTbkvCvyv7rgj+dwRAOjKgKBq1nD81KQXdXlL4v/FG5pE/GPI/QieEDroE47+Da+7of7nTvxK9jGK55QFAowc+BitOw78UrkfhepT1P4qT+x2Kgu4/x/Xv+sxZ3D/kg57Nqk8BQCqqfqXz4eQ/Q3Iycasg47/TTWIQWDn9P5tyhXe5iPc/WR2Ui4xprb/g88MI4REIQLWJk/sdCvY/x735DRMN4j8Ab4EExY/wP7uZ0Y+GU8i/GoaPiCmR8r+3mJ8bmrLQP2ZOl8XE5vY/vjCZKhgV6j9MNbOWAtK6v8BMypNa3ou/zzC1pQ7y2T/ajxSRYRXgvwTKplzh3es/SFD8GHPX8D9oklhS7j7iP5wzorQ3uAVAQzhm2ZPA0r+hZkgVxSvrP6X3ja89s/I/TavX43RItD9/Tdaoh6gCQDQuHAjJgvk/tvgUAOOZ+D+OWItPATDuPzS6g9iZwvc/bosyG2RSAEBcctwpHWwAQOvkDMUdb8q/9MXeiy/a5z89KChFK/fbP/OTap+Ox/A/8nub/uzH8D8F3PP8aSPjPyb9vRQetOk/3zKny2Li9D87bvjddEvlP1OVtrjG5+Q/+glnt5bJ2D/JrN7hdujnv2+3JAfsauS/umsJ+aBn+z8hsHJoka0EQJG4x9KHLvI/InAk0GDT6b8+rg0V43zwv6G+ZU6XRfM/iNf1C3bDAUAs8YCyKdfwv9ifxOdOsOM/JhsPttjtwz9bmfBL/bz5P3mthO6SOOw/cQM+P4yQ8j/eyDzyB4P2P7qFrkSg+uA/L8A+OnVl9D/9vKlIhTHgP6irOxbbpNm/csPvplt23j9uF5rrNNL1PyuFQC5xZOi/lYEDWroC7j/Az7hwICTTv44G8BZIEABASZ9W0R+ayz+chqjCn+HPP/j7xWzJqtI/1ESfjzJi5r+m8naE0wL3P+ONzCN/sP4/iJUbVgJznr/ACYUIOIQKQNR9AFKbOP8/HjNQGf++AUCL/PohNljKv8FxGTc10O8/MJ5BQ/9EAMCIug9AahP2P0G4Agr19Nc/dej0vBsL4j9YkGYsms74P7SQgNHlzdw/qwX2mEhp0z/B5bFmZJDJPwVYP5GCArK/zSA+sOM/77/BOSNKe4P0PzkNUYU/Q+4/PzVeukmM+D+HxD2WPvTzPwxFFVnG4aO/0Amhgy7hzD9f0EICRpfvP2iVmdL6W9i/vhdftMcL4r+VYHE486v7P3sVGR2QhOw/A+yjU1e++z+Ens2qz1X5P7q8OVyrvey/k1fnGJC987+Kq8q+K4Lzv44ev7fpz8q/owG8BRIUAEDGwhA5fT3ov4S53ct9cu4/qz5XW7G/7D9EaW/whYkKQCY49YHknew/lDKpoQ3Aur900vvG157xvzUMHxFTovo/+ROVDWsq5798D5ccd0r2P6xXkdEBSem/3UHsTKFz9D+GG/D5YYT1P5MANbVsLes/waLHlLSHuL/5hOy8jU3oP00VjErqBAJAZKw2/6867T99ey2h6KVFv5WCbi9pjO0/IJbNHJJa4j+UbeAO1CnbP+igSzj0Fse/ifAvgsZM7j9xqyAGuvbeP5hp+1dWGgFAG0esxaeA8r+u82+X/brSPxU8hVyp5+O/qIx/n3FhBEBFf2jmyTXNP43TEFX4s+S/PKJCdXPxwT+9N4YA4NjBP8R8eQH20fE/+yMMA5Zc6j90zk9xHPjtPy3OGOYEbcS/2Ne61Ah94z/YtiizQSb0v1Lt0/GYgfQ/r0LKT6p97b9/3lSkwhgAQOChKNAncvS/kUQvo1ju8L9Pkq6ZfHMBQBBYObTIdvI/Z+4h4Xv/5D9AL9y5MNLavyzUmuYdp/g/GMxfIXNl4L8WGLK61fPxP3Gt9rAXiuk/7MA5I0p78D/ac5maBO/uPxuxYCwdvas/IZIhx9Yz7D/+mqxRD9EJQJvJN9vcGPI/PSr+74gK0T+FsYUgB2UDQArcupunOvQ/GxNiLqna4b8rbAa4INvpP4iVG1YCc7g/pMLYQpAD/j+WdmouN5jhPzKuuDgqN+m/l1KXjGMk2z8XDoRkAZPlv24164zvi94/UfcBSG0iBkBklj0JbM7sP8+goX+CC/U/zJntCn2wxD92/YLdsC0HQKEt51Jc1fk/Mc10r5P6zL/aAdcVM8LTP2tmLQWk/dy/lGk0uRgD6L9GX0GasSgAwEax3NJqyPg/WFTE6SRb0D9xOPOrOcDnPwMmcOtunvI/+Um1T8dj8L8OEMzR43f2P10yjpHskeG/g6EOK9xy7D8n3CvzVl3NP9W0i2mme50/P/7Soj5J5j8+daxSeqbSv+2ePCzUmvo/C3+GN2vwyr+5Ebtb/uiYv6/OMSB7Pf4/skY9RKO78L8kusIWFjelv1xaDYl7rPk/9kArMGR18D/LZaNzfornP+/+eK9ameg/3bJD/MMW4D/+XUSAeAKqv43sSstIPeE/L4uJzce14D/XwcHexBDuvy6thsQ9lvc/+rg2VIxz8L9OtRZmoZ2/v+rsZHCUvO+/toR80LNZ3L/Du1zEd2Lmv5dYGY18Xus/lbcjnBa85T88LT9wlSfivzEG1nH8UL0/3C4012kk9z+A8+LEVzvWP3R63o0Fhdc/67oBsEueqD/+mNamsb3aPyoAxjNoaOI/I7pnXaNl7T89Kv7viIrlv0MewY2ULe2/H2RZMPHH7D+VSQ1tADbbP8xDpnwIKu4/GJXUCWgi7b/b/SrAd5vFP9GWcymuKvc/5SZqaW6F7T8GobyPo7nhP19BmrFouvG/PNwODYtRu7+yutVz0nv9P3zUX6+wYOU/Ihecwd8v4D9E755NWCy5v4JzRpT2Bv0/IqZEEr2M0z9XeQJhp1jkP0i/fR045/E/eNFXkGYs+D9V9l0R/O/7P8EcPX5vU/I/g9+GGK956L9KtOTxtPzuP3gLJCh+DABAjswjfzBw+T+0AkNWt/rsv5a88Dlmj56/0XmNXaJ69z9wBE5byMi0P0+w/zo3bes/HQOy17u/9j900CUceovJv2U5CaUvBOY/3zE89rPY6z+eDI6SV+f4PyR/MPDc+/g/c2iR7Xy/+j9eonprYCv0v3o2qz5XW/I/f03WqIfoAEDf4AuTqQL0P4MyjSYXY90/S1rxDYXP77/M2ZZcIJyaPwOWXMXiN94/9GxWfa629T9Zjus6rwyFvwfOGVHaG/E/5UUm4NdI6b8FwHgGDf33PzgwuVFkrdg/ZRh3g2it1z+tad5xig7yP7EXCtgORtY/wcWKGkxD8T/cEU4LXvTzPwE1tWytr/w/gxd9BWnG8D9l5CzsaYfZP0Zda+9TVdY/qbwd4bTg4L9Iwr6dRITqP+2akNYYdNa/hJ7Nqs/V5b9jK2haYmXCv9lBJa5j3OO/MzffiO5Z3D/1ZtR8lXzqP4QSZtr+FfY/svUM4Zhl5z8BamrZWh8EQDlKuVbWkbg/WWsotRdR4D9EF9S3zGn2vxxAv+/fPOw/nUtxVdl3+D9NSGsMOqHhv1Thz/BmDdy/2QjE6/oFxz/uWkI+6FnnvyHlJ9U+nfI/8Z2Y9WJoBkApeXWOAVn6v/Eqa5vicei/9NAtKpjnd7+c+dUcIBj7PzVFgNO7eNs/s+20NSKY7r+Yio15HXHdvx+5Nem2ROG/vr9Be/Xx4T+LMhtkkpH2vz8AqU2cXARApu81BMdlzr+g/rPmx1/iPx/WG7XC9NK/jZduEoPA8z+QiCmRRC8AQMl06PS8G+M/a2XCL/Xz9D/18jtNZjznP+nTKvpDM9s/pyIVxhaCCkCuDRXj/E37P1wea0YGue8/oMN8eQF25z9+b9Of/cjiPzvj++JSFea/rW71nPR+AUCiJvp8lBHFv/NYMzLIXd8/kwA1tWwt9r/h0Fs8vOfrP5/leXB3VvM/4Zf6eVMRCEC37uapDrnVP6gY529Cof4/o3kAi/z6mb/zWDMyyF3mPzgsDfyoBuQ/Kqio+pVO4D9blNkgkwz9P6xvYHKjyNw/F7t9Vpkp4D/mdFlMbL7zP4DUJk7utwZANxrAWyDB+D9L6gQ0ETb9PycxCKwcWvS/0AoMWd3q9z/yRBDn4QTIP2lSCrq95AdAFop0P6eg4j+V1AloIuz5v4xqEVFMXus/8KfGSzcJ/D8BTYQNT6/yv1jFG5lH/vU/9dvXgXPG8j+VZYhjXVzxP484ZAPpYuE/PX5v05/90r+2MAvtnObmP+7rwDkjSvO/gq9DkN7LkL/c8pGU9DDMv2O5pdWQuPS/FQMkmkARyT/3Bl+YTJXyvyfdlsgFZ+6/ntDrT+Jzw7+PGaiMfx/2P6/NxkrMs9S/NWPRdHay8j843EduTTrlv6TC2EKQA+M/uqEpO/0g4789YYkHlE31P8JPHEC/b+Q/w0ZZv5kY7T8Xt9EA3gLFP7m8g+nFmpu/zXfwEwdQ4r88F0Z6Ubvev4v9Zffk4fo/x/Xv+sxZ2z+wA+eMKO0AQBlUG5yIftY/iuQrgZRY4b99lufB3dn+PzUk7rH0Iea/24r9Zfdk478Ue2gfK3jvPwW/DTFe890/SCF/H8SEr7+JXkax3NLfPy43GOqwQuY/KH6MuWsJ/z8hyaze4fbkv3Vr45nhULM/e4UF9wOe7j+Q96qVCT/4P+P8TShEQO0/Kej2ksbo9z+nP/uRIjLxP1IN+z2xTtc/n8vUJHhD3L9TkQpjC0H/PwUXK2owDfA/ICdMGM3K2b+pwTQMH5H3P0ku/yH99vk/fGEyVTCq9j8NwXEZNzXmv0ymCkYldfU/0/avrDSp/T/gLvt1pzvuv3B31m670P8/fnTqymf5A8DnAMEcPf7qP4OG/gkuVv0/+dueILHd1T9CXaRQFr7avweynlp9ddC/Bwjm6PH79j/7PhwkRHnsP9KMRdPZCQpAb1f5r71gsb+kchO1NLflv6p+pfPh2ei/Birj32fc9j8HCObo8Xv0P/NxbagYZ/k/DfFZ6JSRnD8vFobI6evoP9qPFJFhlfg/hxVu+UjK5j8XuaerOxbJPxx79lympuk/Sdbh6Crd179HjQkxl9Tvv0D2evfHe8m/d0oH6/8c8D80n3O36yXhvxjNyvYhb+8/3IR7Zd6qv78G2Eenrnzwv+m5ha5EoM6/TaCIRQw7yj9rt11ortP5Pzsah/pdWOO/iZl9HqM8yz/hRV9BmrEFQKIkJNI2/sA/IQIOoUpN+z8zTkNU4c/gP7A4nPnVHOw/yhXe5SI+8j/rkJvhBnzOv+RmuAGfn/Q/4C2QoPgxyr+fsMQDyqb1P0D7kSIyLPg/Rdjw9ErZ9L/DgZAsYMIGQAjnU8cqpc8/EOuNWmH65D9C7bd2oiTSPwggtYmT+/U/Hy+kw0MY6z8VONkG7kDtvzTXaaSl8uc/58b0hCWe9T8jhEcbR6z9PyxIMxZNZ6+/UtZvJqYL4z+PN/ktOlnkP+1Hisiwisu/Y3MfymFBt7/wbmWJzjLdPwXgn1Ilyr4/tyizQSaZ9z/o2az6XO33v6Ghf4KLFew/CAWlaOVe1r/iOsYVF0e9P6zFpwAYz9o/FHe8yW/Ryz/I7236sx/zP24UWWsoNei/cctHUtJD6T/9TShEwOEAQB5rRga5i7A/sBu2Lcrs+T9vZB75gwH/P0d1OpD1VO6/BP9byY4N9T+u2cpL/qfkv5ayDHGsC/+/ggzTrY1nlj9PzeUGQ53iP4tPATCeQfo/o5QQrKqX3D/Nr+YAwZztv/zDlh5N9dK/ZaZZRSSvo78aTS7GwLrgPyVdM/lmm9E/BWwHI/YJvL8qxvmbUIgBQMql8QuvJOs/6GfqdYvA0b9P6WD9n0PzP+4h4Xt/g8C//1vJjo1A+z/4Nv3Zj1QEQCjyJOmaSfe/lgUTfxT14j++v0F79fHAPwisHFpkewZAe737472qBEB6qkNuhpv8P+MZNPRP8PG/u7VMhuN54L9Ru18F+G67v8hAnl2+9c8/RpkNMslI9z+dKt8zEqHhP8RafAqAcf4/cD51rFJ66b8cORynMta4vy+GcqJdhfK/HHxhMlWw9j/R56OMuADMP0NznUZaKvw/1zGuuDgquz/y7shYbf7ZP4MvTKYKRvA/FcWrrG2Kyz/TMecZ+5LXP/Wr77IV6p+/IchBCTNt6T+YPzJfVg91P4enV8oyRO+/UoGTbeCO7z88g4b+CS7zP3dKB+v/HPY/5fIf0m/f878yyF2EKcrrv3QK8rOR6+G/L4Zyol2F9D8Y0uEhjJ/ePxNhw9MrpQBAZmZmZmZm2T/pmsk329zuPwHbwYh9gus/HeVgNgGG2j8XZ2cs9Ye3P5+rrdhf9vY/c4Bgjh5/B0AescwR6AKhP+2d0VYlkdy/uDtrt10oCkCVn1T7dDzxPzc4Ef3a+sU/qn06HjNQ+D/7rgj+t5L8v42FfCttzLI/iV5GsdwSAkDRV5BmLJr0v/CiryDN2P6/MCqpE9DE/z8JqdvZVx7nv3+EYcCSq+e/lxx3Sgdr9D/pfeNrzyzwv4z4Tsx6sf0/taZ5xyk6+b9xAtNp3YbrPybfbHNjevM/TWVR2EXR3z89tmXAWcruP+9VKxN+qQJA9kVCW86l0T88iJ0pdB4AQJgXYB+dOuY/Gf7TDRR45j+6LCY2H9flPzhIiPIFLem/MevFUE608T8GggAZOnbtPzbIJCNn4fc/ATJ07KAS0D9NSdbh6Crnvx8Q6EzaVNk/prc/Fw2Z7T+XGwx1WOHvP+317o/3Kvs/0O0ljdG6678mbarukc3av3kGDf0TnANAlufB3Vm7/T+G5c+3BUvSP50v9l580d4/gjy7fOtD4z8f14aKcX7zP/fHe9XKhABA5zqNtFTe/D9XBP9byQ7nP6gd/pqs0fS/04bD0sAP4T858kBkkSbdP6kUOxqHeus/HZCEfTsJ5z8a9+Y3TDTIv6otdZDXg9A/RpkNMsnIBUB2weCaO/rnP+4iTFEujeK/veDTnLzI0j8UsB2M2KfvP8iYu5aQD/0/miUBamrZ8T/whclUwSj3PwBvgQTFj/k/lirNvfLmUT9tyaoINxnHP0MDsWzmEOc/gZauYBvx1z8r24e85eq1P1luaTUk7gdAnKVkOQml6j8nMQisHFrhP7JK6Zle4uM/CJChYweVxL+TjJyFPW3ovzEIrBxaZNO//5dr0QI04b/NtFjlnZ6wv2Yv205bI9U/38Mlx51S+j8XK2owDcPvvwOo8/KF2qC/zQGCOXp8+j9p44i1+JTyP9czhGOWPd8/Az+qYb8nxr8OTkS/tv7jPy7nUlxV9gRAniRdM/lmxz8xlBPtKqTzP46yfjMxXbw/hLndy31y1j+BCdy6m6fIP/2H9NvXAeo/h+EjYkok+z+oV8oyxLH4P3NMFvcfmeY/QiECDqFK9D/ajxSRYZX0P7u1TIbj+d6/ZgV1gBYBqD/Owp52+OsAQMtneR7cHfg/8wLso1PX9z8RcAhVavbzv70d4bTgRfo/GFqdnKG44z/UmBBzSdXlPzkefd0zXLA/c7osJjaf6j9agSGrW30CwFgfD313K8O/nN1aJsPx4r9wXwfOGVH6P1DicyfY/+e/+HDJcad0AUC0ykxp/S3tP7iwbrw7suA//MitSbclxL9hM8AF2TLoP6mfNxWpML4/wi/186Yi4D+4kh0bgfj0PyxpIPGGj6M/waxQpPu54D+fH0YIjzYAQJJB7iJM0e4/T+lg/Z9D8D9CCTNt/0rwv+I7MevF0PE/mRBzSdX27T9jf9k9eZgAQPfKvFXXIeg/IZG28Scq1r9+AFKbOLkGQOtXOh+eJeY/PiKmRBI98T8lzLT9K6vzP5vG9lrQ++e/4lgXt9EA+j/MC7CPTt30vwqGcw0zNMq/NXugFRiy0b9McVXZd0XQP8O2RZkN8gFAZXJqZ5ja2z9R2bCmsijWv7aA0Hr4sui/qtTsgVYgAUBtVn2utmLxP0pFY+3vbL+/5e0IpwXvAED9ag4QzNHbvy/dJAaBFfg/fDFKhtLNsL+wPbMkQM3xPzbqIRrdQfc/tAQZARUO4z8iq1s9Jz35P6p9Oh4z0PE/i21S0Vj7z78O8+UF2EfBv3RAEvbtpOU/woanV8oy/D/kTX6LThbpP50v9l58UeS/Cyk/qfbp8j+m8KDZde/gv9GuQspPagBAZ341Bwhm+T/tmSUBaur2Pzfg88MIYfG/HRzsTQzJ0D8dWmQ730//P6nZA63AkPU/3qrrUE1Jlj/Zd0XwvxX7P/Xb14FzxvM/coqO5PIf+z9YycfuAqXgvz82yY/4Fcc/jX+fceEAA0ANxR1v8lvRP4EExY8xdwBAp5NsdTml6z/hC5OpgtH1v3CxogbTMPo/hj3t8Nfk9j/9vKlIhbHyP8xjzcggd+M/ZK93f7xX8z8TQ3IycavePz6T/fM04O8/G2g+527X2r/GihpMw/D2PzYC8bp+wfg/sK2f/rNm4j9VaYtrfCbFP/m+uFSlLdo/5QmEnWJV5b+9qUiFsQUIQKD83TtqTN8/NbIrLSN16D9NEHUfgFTwv7ZmKy/5H+w/aTUk7rF08j9LOsrBbALhvxoVONkG7t8/QznRrkJKCEBq39xfPe7tP2WlSSno9gdA0m9fB86Z87+zKVd4lwvxPz4JbM7BM+c/ChSxiGGHwT/4ja89s6QCQIl7LH3ogvC/K6T8pNqn2b8dA7LXu7/8PzTaqiSyD9a/Gf8+48IB6z/ScqCH2rbkv2u3XWiu0/E/SBYwgVu3BMDUgEHSp1XUP+tWz0nvm/I/+bziqUea7D+9GMqJdhX3P+bnhqbs9OI/+zpwzojS+z8sSDMWTeflP6ErEaj+Qbg/FeXS+IVXxj9ZwARu3U33vzc3pics8fA/OoOlC8iWOb8IkncOZajqPyxlGeJYl/g/zt2ul6YI1D+yoDAo02jjvwzohTsXRsg/w7zHmSbs4D+BJsKGp1cEQETdByC1CeE/Emxc/67P279iTtAmh0/dv7VsrS8S2vs/QIf58gJsAUABNbVsra8GQF/ObFfog9Y/3lm77UJz9j/UDn9N1ijpP2jQ0D/BRfs/3Lkw0ota4L8R/7ClR9Povwb0wp0LI+w/Mxr5vOKpwT/zAuyjU5cAQH0/NV66yfm/AAbduYuLjj9l3qrrUM3jP0ZAhSNIpea/hC7h0Fs80b9lAKjixi3qPwXdXtIYrdM/jfD2IARk7j8PtAJDVjfzPwqA8Qwa+v4/pFUt6SgH37/BOo4fKo3avzUKSWb1DuE/Ow1isZe3rL9jJ7wEpz7iPxefAmA8AwJArDyBsFOs3j+0PA/uztr8P7XhsDTwo74/4PPDCOFR9T+NRGgEG1fjP5+rrdhfdgFALNSa5h0n8j/kg57Nqs/xvzp6/N6mP/a/owIn28Cd4r+jPPNy2H3jP/P/qiNHuuI/l8XE5uPa9T/ZCMTr+oXtPwfSxaaVwuY/WybD8XyG6z8CK4cW2c7wPzAvwD46deQ/dlCJ6xhX3T/y64fYYGHjv4TVWMLaGOU/U1xV9l0R+L98J2a9GErzP7+CNGPRdPg/QX42ct2Uyr//BBcrarD2P8vz4O6sXfS/P1JEhlU84D8QBp57D5fyvxK4Gn7cI7C/orYNoyD46j/V6qurAjXlP4Lix5i7FvM//WoOEMzRA0AAx549lynkP01mvK30Wuw/7W3ph8c0eT8FNufgmdDQP4OG/gku1uc//Z/DfHkBB0D2DOGYZU/IP6mieJW1Tdy/ZRniWBe33r9ZNQhzuxftvxb7y+7JQ/4/9+QG6GPjtD/XL9gN2xb3P+hNRSqMLcg/1v85zJcX4T83UOCdfPrvPxuDTggddN8/+KV+3lSk9j8HmWTkLGzwP1zK+WLvxe0/oyO5/Id0AkBEp+fdWNDpPw9HV+nuOtI/5KCEmbZ/8z9JERlW8UbZPzHtm/urx8s/ach4lEp47D/oTUUqjC31v4QroFBPH80/eO+oMSFm6j8KgPEMGnr2P7xXrUz4pfQ/HHv2XKYm0L+yLm6jAbztv/lNYaWCiuQ/rVEP0egO+z883uS36OTvv667eapD7gRAcHztmSUB6z+yZmSQuwjYP0p5rYTuksa/bJVgcThz+b9gIAiQoePqvz3vxoLCoNU/SKeufJbn9b97MZQT7ar0P3B87ZklAfs/uvlGdM+61D+Iug9AahP/P0jzEUJR6qw/aD9SRIZV8z8Z4lgXt9HzP9ifxOdOsNg/dQMF3skn6D9wQbYsXxfuP6Hyr+WV69e/AGNs1zonnD/QfqSIDKv7P9DQP8HFCvg/QSswZHWr9D988NqlDYfkv168H7dfPum/ur2kMVrHAkBW2AxwQbbCv4Bgjh6/N/Y/wHXFjPB24z+FfNCzWfXxPx0gmKPH7wnA2XdF8L8V8D/GounsZHDxv+AvZktWRcq/9+RhodY06T/RlnMprqrwPwhyUMJM2/M/zojS3uAL6D9YPPVIg9vYP0Uay6q+qaa/l/+Qfvu69j+W58HdWTv8P+bo8XubPgBAv4I0Y9H08L+iC+pb5vT+P7+c2a7QB8c/a5+OxwzU/z8czvxqDhDVPwUYlj/fFti/e4hGdxA7/j+4QILixxj7PwIrhxbZzvE/aR1VTRC1BUB4gCctXFbnv1eVfVcEPwDAPdUhN8ON9j+YTBWMSmoKQLx6FRkdkMQ/Z9Km6h7Z5L/ecYqO5PLyP+V+h6JAH/C/3C3JAbuaxL+eXinLEEf8P06dR8X/HdK/hA1Pr5Rl8z+l2qfjMQPxP2uCqPsApNE/h+EjYkqk4D94YtaLoZz+P4l7LH3oggJAC9KMRdNZ8r8YYB+duvLTvw/W/znMFwBApGyRtBv97L8QkgVM4FbnP/8JLlbU4ADARl7WxAJf6r91IOup1Vfcv1SM8zehEOk/MBLaci7FBECx9+KL9njRvyjpBq8CIbK/rU7OUNzx5T+aJJaUu0/rP4SfOIB+3+Q/pgux+iMM17/D1mzlJf/Hvx13Sgfr//U/lKRrJt/s8T//0MyTawroPwN4CyQofvs/eV2/YDfs9z/L2TujrUrWP8ZYXNIHgbW/WKoLeJlh5T8iVKnZAy3xPzjb3JiesNw/u37Bbtg28r/nNXaJ6q3zP0+Srpl88wNAl631RULb9z81KQXdXtLoPxVXlX1XBMk/8kOlETP70L8NEBZf/lSwP8TsZdtpa8C/MzSeCOI84b9ftMcL6XDvP20csRafwgZALxUb8zri7T9I+Um1T4cBQMX+snvyMO4/6MHdWbvt+j/RlQhU/yDTP3dkrDb/r8A/tTf4wmTqBEDAqVmxCXqzPxyz7Elgc+q/KpFEL6NY9T/hl/p5U5HxvxoUzQNY5Ls/oMN8eQH23r/XwFYJFofwPzsah/pdWOw/PGagMv59+T/KiXYVUj4CQOSeru5YbNI/X1LGCV3TtT/f4uE9B5bTPxh7L75oj+2/tOVciqvK4r9r9GqA0lDqP8++8iA9RdS//RUyVwbV1j/tuUxNgjfpP7bWFwltOfs/JSTSNv5E2T+1/wHWqt3tP0i/fR045/8/Z0Rpb/AF/T8K9fQR+MPYv6qCUUmdgP0/h/nyAuyj4r+PxwxUxr/PP4RkARO4dek/6uxkcJS85j8QPSmTGtruP4IclDDTdvi/Kc+8HHZf5b+EEmba/hXxPzm0yHa+3w9AaTo7GRwl9T+JsyJqok/sP1JgAUwZuOc/+z2xTpXvwT/VOauqPCaXv4xLVdriGs8/kbLqGPyis7+zzvi+uFTBPwFiO60VTHC/mrFoOjsZ8r9BZfz7jIv2vyMyrOKNzAPAoE/kSdI1/T+tGK4OgDjgP3Yaaam8Hc+/yxDHurgN8L8486s5QLDwP62JBb6iW7+/hNOCF33FA0BwtrkxPeH9P+JWQQx07e4/N9+I7llX7D9kP4ulSD7pv8SvWMNFbus/+WabG9OT8D+1i2mme53Gv1sjgnFw6cw/VWe1wB4Ttz/AWyBB8WPzP3TS+8bXnsk/P26/fLJi4j+J7lnXaDnTP+ViDKzj+OM/n1VmSutvvb+PqFDdXHzmPyJxj6UP3fK/qOLGLebn3z8QXOUJhJ26v54j8l1KXdg/uDtrt11o+T9lqmBUUifxP0KWBRN/FOA/E/JBz2ZV6T+Lw5lfzcECQDaAbbNnhZC/DGjY3l0dqj+itDf4wuTzP7yReeQPhvS/Lq2GxD2W6T86P8Vx4FXjP9vAHahTHr2/n3HhQEgW+D9nfF9cqlLsP1zmdFlM7PI/eQH20amr+r9CQ/8EF6vzv6BP5EnStfQ/nMQgsHJo9T+YwK27eaoAQNkIxOv6hfM/2Ls/3qtW8z9AM4gP7PjgPxWL3xRWKs4/fJv+7EeK8T/Fymjk8wrlv6K0N/jC5OU/HPD5YYRw8L9Ip658lmfmP71vfO2ZJd4/NlmjHqLR9r+RDDm2niHiP+DaiZKQSJM/KNU+HY+Z+j8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4000]},\"theta_3_tilde[9]\":{\"__ndarray__\":\"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parameters=[\"theta\", \"sigma\", \"tau\"]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Oof! This does not look much like the posterior! The parameter $\\theta$ is underestimated and $\\tau$ is overestimated. Let's compare the marginal ECDFs." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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Htk/bef7qfHS6T9mZmZmZmbUPz0K16NwPeM/f2q8dJMYvD+uR+F6FK7nP8/3U+Olm9Q/K4cW2c735T+4HoXrUbjYPx1aZDvfT+k/MQisHFpk7D+kcD0K16PSP8UgsHJokeE/tvP91Hjp3j+PwvUoXI/qP9Ei2/l+asA/CKwcWmQ71T8bL90kBoHhPxsv3SQGgdc/eekmMQis3D+cxCCwcmjJP9v5fmq8dNk/f2q8dJMY2D+LbOf7qfHOPycxCKwcWtY/6SYxCKwc6T+Nl24Sg8DkPzMzMzMzM+s/xSCwcmiRrT/l0CLb+X7WP0jhehSuR+s/MQisHFpk0z+6SQwCK4e2P4PAyqFFtuQ/I9v5fmq8wD9mZmZmZmbYP/hT46WbxN4/Vg4tsp3vwz+Nl24Sg8DjP1pkO99Pje4/2/l+arx07j/VeOkmMQjcP6rx0k1iEKg/CKwcWmQ70T/ByqFFtvO9P/p+arx0k4g/BFYOLbKd1T8K16NwPQrPP0a28/3UeOs/2c73U+Ol7D8lBoGVQ4vIP2IQWDm0yLY/fT81XrpJ6T8zMzMzMzPfP76fGi/dJMY/ZmZmZmZm5T/dJAaBlUPhPw4tsp3vp+0/K4cW2c734T/Xo3A9CtfDPwwCK4cW2e4/sp3vp8ZLvz/2KFyPwvXpPwrXo3A9CuU/WDm0yHa+7D81XrpJDALkP0oMAiuHFu8/dZMYBFYO5j/dJAaBlUPmPwIrhxbZzr8/oBov3SQG7z93vp8aL93pPxSuR+F6FMo/JzEIrBxawD+mm8QgsHLrP7gehetRuO4/WmQ730+N2T9oke18PzW+P9nO91PjpcM/vp8aL90kwj9KDAIrhxbBP4GVQ4ts55s/QmDl0CLb7D/Xo3A9CtfLP4lBYOXQIuU/nu+nxks34D/FILByaJHZPyUGgZVDi+w//Knx0k1i4D8zMzMzMzPjP6wcWmQ7398/FK5H4XoU7T8hsHJoke3hPycxCKwcWuA/hxbZzvdT0T/6fmq8dJOoP6jGSzeJQeA/WmQ730+N5z8bL90kBoHgP5zEILByaOg/L90kBoGV6T9SuB6F61HaPxsv3SQGgc0/aJHtfD817T/D9Shcj8LvP23n+6nx0uI/VOOlm8Qg1D8xCKwcWmTVP6RwPQrXo5A/qMZLN4lB5T9iEFg5tMjkP3Noke18P+g/WmQ730+Nvz8X2c73U+PmPzvfT42Xbug/YOXQItv54z9U46WbxCDuPw4tsp3vp9A/8KfGSzeJ6T9U46WbxCDcPwRWDi2yne4/7FG4HoXr6j/NzMzMzMzlPwwCK4cW2e8/c2iR7Xw/2z9SuB6F61HWPwaBlUOLbLc/5/up8dJN5D8lBoGVQ4vUP/YoXI/C9e0/AAAAAAAA5T/jpZvEILDePycxCKwcWt4/VOOlm8Qg4z+0yHa+nxrgP8/3U+Olm+c/jZduEoPA5j/LoUW28/3nPwrXo3A9CuY/+n5qvHSTyD/dJAaBlUOrP9NNYhBYOec/eekmMQis5T+amZmZmZl5P4/C9Shcj+4/ukkMAiuH6z/0/dR46SbRP39qvHSTGO8/jZduEoPAxj/ufD81XrrkP05iEFg5tOk/vp8aL90k0j9OYhBYObTePz81XrpJDN4/hxbZzvdT2z+8dJMYBFa+P+F6FK5H4cY/UrgehetRqD/LoUW28/28P1pkO99PjdU/ObTIdr6fqj+TGARWDi26P4cW2c73U9U/Di2yne+n1j9GtvP91HjhP/T91HjpJtc/mG4Sg8DK1z8xCKwcWmTnP1K4HoXrUcw/001iEFg54D/0/dR46SboP6rx0k1iEOo/ukkMAiuH5T/P91PjpZukPwAAAAAAAOs/qMZLN4lB2D8j2/l+arzWP2IQWDm0yOs/vHSTGARWxj8lBoGVQ4vrP3WTGARWDuE/dZMYBFYO7D/P91PjpZvgP5huEoPAyus/PQrXo3A90j+BlUOLbOfPP3Noke18P+o/UrgehetR6T8Sg8DKoUXaP2q8dJMYBL4/+FPjpZvE5j/jpZvEILDCP0w3iUFg5dQ/2/l+arx03T/hehSuR+HeP+Olm8QgsOo/sHJoke187j+8dJMYBFbsP2IQWDm0yOc/MzMzMzMz5j9oke18PzXSP0SLbOf7qck/sHJoke18yz9qvHSTGATrPz81XrpJDKI/Vg4tsp3vpz9OYhBYObTIP2Q730+Nl+A/AiuHFtnO4D/+1HjpJjHaP8HKoUW28+c/SOF6FK5HwT83iUFg5dDrPxsv3SQGgdE/aJHtfD815D+uR+F6FK6nPwRWDi2yndc/ke18PzVe6D99PzVeuknoP23n+6nx0uU/30+Nl24S2z/l0CLb+X7hPx1aZDvfT+A/Rrbz/dR4wT8pXI/C9SicP+F6FK5H4e8/exSuR+F67T+uR+F6FK7hP0w3iUFg5dA/F9nO91Pj4j9CYOXQItvpPxkEVg4tssU/Vg4tsp3v5z956SYxCKxcPxkEVg4tst0/qvHSTWIQ3j8zMzMzMzPpP4PAyqFFttk/rkfhehSu7j/b+X5qvHSjPzMzMzMzM5M/AiuHFtnOtz+cxCCwcmjrP6wcWmQ7378/XI/C9Shc6T8xCKwcWmTpPzVeukkMAtE/nMQgsHJo4D+28/3UeOnoP1CNl24Sg9I/cT0K16Nw3z8/NV66SQzaP/p+arx0k5g/4XoUrkfh1D9kO99PjZfjP6JFtvP91NY/exSuR+F6pD+oxks3iUHUPwIrhxbZzqc/5/up8dJN5j+sHFpkO9/hP7TIdr6fGsc/YhBYObTIpj9aZDvfT43DPxKDwMqhRec/SgwCK4cW3T/NzMzMzMzYP+58PzVeutk/c2iR7Xw/lT/P91PjpZvSP2IQWDm0yOo/Di2yne+n2D9KDAIrhxbrP7ByaJHtfM8/sHJoke185j8lBoGVQ4vuPxKDwMqhRcY/PzVeukkMwj9YObTIdr7jP/T91HjpJuA/HVpkO99PrT/RItv5fmrqP9Ei2/l+auQ//Knx0k1i0j8730+Nl27GP0Jg5dAi29s/9P3UeOkm5z99PzVeuknvPylcj8L1KOw/TDeJQWDl7z8lBoGVQ4vAP8UgsHJokb0/c2iR7Xw/yT/ufD81XrrhPzMzMzMzM+o/CKwcWmQ7xz+F61G4HoXvP6AaL90kBuA/qvHSTWIQ1D9eukkMAivVP+f7qfHSTeE/vp8aL90k4D+e76fGSzfhP/yp8dJNYuo/JQaBlUOL5D++nxov3STaP+f7qfHSTd4/16NwPQrX0z/FILByaJHoP+Olm8QgsNQ/hxbZzvdTyz+yne+nxkvtP2q8dJMYBMo/Gy/dJAaBtT9vEoPAyqHlPw4tsp3vp+U/pHA9Ctej1j/6fmq8dJPUP0a28/3UeOw/PzVeukkM5j8dWmQ730/qP4cW2c73U+E/d76fGi/dxD9U46WbxCCwP99PjZduEuk/7FG4HoXrsT8j2/l+arzuP/T91HjpJuE/w/UoXI/C3z9OYhBYObTcP/7UeOkmMdg/BFYOLbKd4T/D9Shcj8LXPxSuR+F6FOA/oBov3SQGwT8Sg8DKoUW+P9v5fmq8dM8/yXa+nxov6j/jpZvEILDrP65H4XoUruU/+n5qvHST6j9cj8L1KFzuP9NNYhBYOew/z/dT46Wb6T9SuB6F61HIP7pJDAIrh+Y/okW28/3U5j+iRbbz/dTgP7TIdr6fGuI/MQisHFpkzz9zaJHtfD/jP57vp8ZLN8U/XrpJDAIryz8EVg4tsp3mP3e+nxov3cA/bxKDwMqhxT97FK5H4XrhPyGwcmiR7e4/lkOLbOf74j+mm8QgsHLIP7bz/dR46eI/16NwPQrX7T8AAAAAAADpP/LSTWIQWOo/MzMzMzMz0T/LoUW28/3qP3sUrkfhesQ/7nw/NV663z8rhxbZzveTPzm0yHa+n+g/Gy/dJAaB6z/D9Shcj8LqPwisHFpkO68/hxbZzvdTxz9GtvP91HjZPwRWDi2yneI/O99PjZduzj+yne+nxkvjP2Dl0CLb+eo/AiuHFtnO4T+wcmiR7XzqPzeJQWDl0LI/PQrXo3A96z9oke18PzXePzMzMzMzM88/ZmZmZmZm5z9t5/up8dLnPyGwcmiR7dQ/7FG4HoXr5j9Ei2zn+6ntP+f7qfHSTdY/ke18PzVe5z9xPQrXo3DjPxsv3SQGgeI/UI2XbhKDxD/+1HjpJjHSP6jGSzeJQes/HVpkO99P1z9aZDvfT43sP/hT46WbxLA/aJHtfD817D93vp8aL93nPzEIrBxaZLs/16NwPQrXxz/Jdr6fGi/NP0Jg5dAi2+A/30+Nl24S5T/P91PjpZvqPx+F61G4HuE/c2iR7Xw/xT8730+Nl27tP+58PzVeusE/VOOlm8Qg5T9GtvP91HjkP+xRuB6F67k/JQaBlUOL7z+wcmiR7XyvP3npJjEIrOQ/ukkMAiuH3j8OLbKd76fKP5HtfD81XuA/sHJoke185D+sHFpkO9/lPy/dJAaBldc/eekmMQis5j/fT42XbhLsPxkEVg4tsu8/oBov3SQG6T8tsp3vp8bpP5HtfD81XuE/hetRuB6F0T/dJAaBlUPoP7TIdr6fGtE/4XoUrkfh6T9oke18PzXlP7gehetRuH4/0SLb+X5q6z+PwvUoXI/tP6jGSzeJQcQ/001iEFg50D9QjZduEoPtPylcj8L1KNA/JQaBlUOL7T/6fmq8dJPaP/p+arx0k+s/rkfhehSuxz+yne+nxkvRP57vp8ZLN+s/Rrbz/dR44z8K16NwPQrtP3Noke18P6U/8KfGSzeJ3T8v3SQGgZXtP+f7qfHSTdg/wcqhRbbz5T8hsHJoke3IPzm0yHa+n+w/8KfGSzeJ5D8hsHJoke3kPwAAAAAAAOA/j8L1KFyP2D+WQ4ts5/vlP4cW2c73U+I/5/up8dJNyj+iRbbz/dTiP3e+nxov3eU/2/l+arx07T8730+Nl27cP/Cnxks3ieU/NV66SQwCsz+6SQwCK4fcPy/dJAaBleE/PQrXo3A93D+TGARWDi3hP4lBYOXQIuM/WDm0yHa+3T+8dJMYBFbjP6rx0k1iEMQ/xSCwcmiR4D/jpZvEILDmP28Sg8DKodE/y6FFtvP9yD/RItv5fmrcP6AaL90kBuI/vp8aL90k5z9WDi2yne/rP7TIdr6fGtM/bxKDwMqh5D9zaJHtfD/vP3E9CtejcL0/K4cW2c735j/y0k1iEFjXP166SQwCK9k/okW28/3U6z/Jdr6fGi/tP2ZmZmZmZu0/TmIQWDm07z+cxCCwcmjmP5ZDi2zn++w/vHSTGARWzj9qvHSTGATcP3E9CtejcOU/TDeJQWDlgD/y0k1iEFjoP76fGi/dJOg/9ihcj8L14j99PzVeuknuPycxCKwcWsg/0SLb+X5q6D85tMh2vp/CP6AaL90kBuM/wcqhRbbz6z9t5/up8dLsPwAAAAAAALA/F9nO91Pj7T9OYhBYObTEP6AaL90kBuU/ukkMAiuH6D/y0k1iEFjjP65H4XoUruY/3SQGgZVD3z/l0CLb+X7KP2q8dJMYBOE/pHA9Ctej6D8GgZVDi2zjP5zEILByaOU/sp3vp8ZL6z+F61G4HoXnP3Noke18P+U/UI2XbhKD2D9qvHSTGATWP5HtfD81XuU/K4cW2c735z8tsp3vp8bvP1g5tMh2vus/LbKd76fGqz8/NV66SQzlP6AaL90kBuc/4XoUrkfh5j9CYOXQItu5P9nO91Pjpd0/F9nO91Pj3z9g5dAi2/m+P7TIdr6fGug/Rrbz/dR47z/l0CLb+X6yP7gehetRuLY/dZMYBFYO6D91kxgEVg7gP4ts5/up8cY/AAAAAAAA3j+TGARWDi3iP1pkO99Pje0/K4cW2c737z9oke18PzXuP42XbhKDwLo/ZDvfT42X2j8/NV66SQzcP7pJDAIrh+A/5/up8dJN6T/hehSuR+HrP/LSTWIQWO0/bef7qfHSrT+TGARWDi3qPylcj8L1KNY/IbByaJHtrD9YObTIdr7hP2Dl0CLb+c4/001iEFg54T+6SQwCK4dmP6RwPQrXo9g/FK5H4XoU2D8pXI/C9SjjPzEIrBxaZOY/GQRWDi2yrT97FK5H4XrpP2Dl0CLb+dI/zczMzMzM7j+q8dJNYhDcP90kBoGVQ9M/IbByaJHt0j+TGARWDi3aP/7UeOkmMe4/y6FFtvP91j8j2/l+arzYP4GVQ4ts59E/qMZLN4lB6D89CtejcD3mP4XrUbgehes/TDeJQWDl5D8ZBFYOLbLrP2ZmZmZmZu8/6SYxCKwcij9oke18PzXoPwisHFpkO+E/FK5H4XoUwj+amZmZmZnmP05iEFg5tOM/f2q8dJMY1D/Jdr6fGi/uP1CNl24Sg+Y/QmDl0CLbyT/4U+Olm8TUP8uhRbbz/ek/zczMzMzM1D8GgZVDi2zgPzMzMzMzM+I/CKwcWmQ77T8lBoGVQ4vnPxsv3SQGge8/O99PjZdu5j/ZzvdT46XvP1TjpZvEIOg/NV66SQwC7z/y0k1iEFjnPwRWDi2yneM/EFg5tMh20j/hehSuR+HcPxfZzvdT49U/g8DKoUW2uz8hsHJoke3WPwwCK4cW2eg/TmIQWDm07D89CtejcD3nP8P1KFyPwuI/XI/C9Shcwz/HSzeJQWC9P28Sg8DKoeY/WmQ730+N1z8lBoGVQ4vlP9nO91PjpeA/WDm0yHa+nz/b+X5qvHTrP8l2vp8aL9s/YOXQItv57D/NzMzMzMziP8P1KFyPwsU/Rrbz/dR47j8IrBxaZDu3P9V46SYxCO8/hxbZzvdT3T+iRbbz/dTtP+f7qfHSTbo/HVpkO99P7z/ByqFFtvPvP6JFtvP91MA/DAIrhxbZ5z+oxks3iUHeP6AaL90kBt0/8KfGSzeJ0z+LbOf7qfHqPzVeukkMAsM/6SYxCKwc7T85tMh2vp/nP1K4HoXrUdw/F9nO91PjpT/FILByaJHqP5MYBFYOLeM/5dAi2/l+1D/fT42XbhLmP2ZmZmZmZuk/nMQgsHJo3T8EVg4tsp3PPzVeukkMAt0/+n5qvHSTaD8rhxbZzvejPy/dJAaBlbM/c2iR7Xw/vT99PzVeukniP4GVQ4ts5+0/aJHtfD81xj/2KFyPwvXQP2q8dJMYBO0/H4XrUbge6j9YObTIdr7mP+XQItv5ft4/ukkMAiuH6T9oke18PzXqP1pkO99Pjek/j8L1KFyP4D+BlUOLbOfLP6wcWmQ7368/KVyPwvUo0j8dWmQ730/NPz0K16NwPe0/16NwPQrX3T+oxks3iUHiP0jhehSuR+Q/ppvEILBy5z93vp8aL93qPzEIrBxaZNc/NV66SQwC6T8GgZVDi2y/P57vp8ZLN+c//Knx0k1i5D/Jdr6fGi/gP7TIdr6fGq8/5/up8dJN4z/P91PjpZveP/p+arx0k+4/2c73U+Oliz/ZzvdT46XlP76fGi/dJOw/qMZLN4lB7j9eukkMAivTPwIrhxbZzuk/8tJNYhBY2z8j2/l+arzvP/Cnxks3ieI/IbByaJHt6z9YObTIdr5/P1YOLbKd7+8/xSCwcmiR5z+mm8QgsHLtP8/3U+Olm9w/LbKd76fG7j9SuB6F61HmP9v5fmq8dJM/K4cW2c737j/FILByaJHJP+Olm8QgsLI/I9v5fmq87D8j2/l+aryUP30/NV66Seo/lkOLbOf7xT/hehSuR+HhPyUGgZVDi8Q/qMZLN4lB5j8nMQisHFrQP7bz/dR46dY/NV66SQwC4T+uR+F6FK7vP+Olm8QgsOc/0SLb+X5q0D+4HoXrUbjOPy/dJAaBld0/+n5qvHSTsD8pXI/C9SjnP4XrUbgehds/LbKd76fG7T93vp8aL928P5qZmZmZmdM/LbKd76fGzz956SYxCKzqPwrXo3A9Cu4/jZduEoPA1D8OLbKd76fvPyPb+X5qvOs/Vg4tsp3v3z9mZmZmZmbhPz0K16NwPeE/1XjpJjEI2j8X2c73U+PdP3npJjEIrMA/7FG4HoXrxT8lBoGVQ4voP2IQWDm0yOI/lkOLbOf75D8Sg8DKoUXgPzVeukkMAs8/exSuR+F65D8OLbKd76frP0oMAiuHFuY/mpmZmZmZ4z/jpZvEILDpP4GVQ4ts5+s/PQrXo3A94D8EVg4tsp3nP8uhRbbz/eI/NV66SQwC6D9QjZduEoPpP7pJDAIrh5Y/Gy/dJAaBhT++nxov3STvPwAAAAAAANQ/PzVeukkM5D/FILByaJHuP/T91HjpJs0/Vg4tsp3v2z+amZmZmZnZPxsv3SQGgZU/HVpkO99P1T9kO99PjZfrP+kmMQisHOI/ppvEILBy4z/ZzvdT46XpPy2yne+nxuY//Knx0k1iUD9WDi2yne/dP/T91HjpJt8/CKwcWmQ77z+q8dJNYhDYP76fGi/dJNw/arx0kxgE5D+cxCCwcmjhP3Noke18P90/lkOLbOf76T/jpZvEILDgP0w3iUFg5es/4XoUrkfh0j+q8dJNYhDnP6wcWmQ737c/arx0kxgElj8j2/l+arzkP/7UeOkmMeQ/JzEIrBxa4T+wcmiR7Xy/PwrXo3A9Cts/+FPjpZvE7D9iEFg5tMjWPwwCK4cW2cI/4XoUrkfhqj+HFtnO91PTPw4tsp3vp+c/XI/C9Shc4z/sUbgehevNP8UgsHJokdE/pHA9CtejuD8ZBFYOLbLBP5MYBFYOLeU/iUFg5dAi6z+YbhKDwMrlP9Ei2/l+aqw/lkOLbOf7sT8UrkfhehTcPz0K16NwPeo/GQRWDi2y6D+q8dJNYhC4P/yp8dJNYtw/XI/C9Shc5j9GtvP91HjlP7pJDAIrh6Y//Knx0k1i1D/+1HjpJjHsP7ByaJHtfOA/ke18PzVe7D9GtvP91HjoP23n+6nx0u4/sp3vp8ZLxz/ZzvdT46WbPzeJQWDl0Lo/HVpkO99P0z9mZmZmZmbgPzm0yHa+n+M/oBov3SQGyT+gGi/dJAa5P4cW2c73U+g/30+Nl24Ssz+DwMqhRbbrP5ZDi2zn+9k/PzVeukkM1j/4U+Olm8TkP+Olm8QgsMY/F9nO91Pj5z8lBoGVQ4veP42XbhKDwOw/jZduEoPA2D8bL90kBoHjP5zEILByaNE/mpmZmZmZ6T/+1HjpJjGwP1pkO99PjeU/z/dT46WbvD/D9Shcj8LNP2Q730+Nl84/H4XrUbgexT+F61G4HoXmP3sUrkfhetI/aJHtfD816T/8qfHSTWLmP+F6FK5H4c4/N4lBYOXQ7z+PwvUoXI/nPw4tsp3vp8I/XI/C9Shcyz8zMzMzMzPLPw4tsp3vp+M/TmIQWDm02j/+1HjpJjHcP+kmMQisHLI/ZmZmZmZm7D9WDi2yne/PP9nO91Pjpe0/zczMzMzM1j9eukkMAiu/P65H4XoUruQ/7nw/NV66zT8fhetRuB7oP7TIdr6fGtk/YhBYObTI4z8Sg8DKoUXQP3npJjEIrLQ/EFg5tMh27z8GgZVDi2znP/Cnxks3iew/1XjpJjEI1D9OYhBYObTUP9nO91PjpeM/gZVDi2zn5j/jpZvEILDtP8dLN4lBYOE/8KfGSzeJ3z/wp8ZLN4ntP0w3iUFg5ZA/yXa+nxov0T9CYOXQItviP8UgsHJoke0/SgwCK4cW7D+LbOf7qfHeP8/3U+Olm+U/Gy/dJAaB5z9eukkMAivqP4cW2c73U+k/PQrXo3A9wj8v3SQGgZXRPwAAAAAAAO0/PQrXo3A9qj+WQ4ts5/vmP/hT46WbxO0/yXa+nxovwT9I4XoUrkfdP/yp8dJNYus/GQRWDi2y5T/TTWIQWDneP23n+6nx0us/uB6F61G46j9cj8L1KFzsP4PAyqFFtpM/sp3vp8ZL4j81XrpJDALLPzeJQWDl0KI/iUFg5dAi0z/ByqFFtvPhPwwCK4cW2eA/iUFg5dAi2z8zMzMzMzPsP7x0kxgEVuE/mpmZmZmZ0T/8qfHSTWLeP7x0kxgEVus/RIts5/up4D9g5dAi2/npP4GVQ4ts57s/ObTIdr6f2j+6SQwCK4fCP/LSTWIQWNE/RIts5/up0z+cxCCwcmixP0Jg5dAi2+M/YOXQItv5xj9CYOXQItvlP3WTGARWDtc/fT81XrpJ2D/ZzvdT46V7P3npJjEIrOI//tR46SYx1j+sHFpkO9/LPycxCKwcWtg/nu+nxks30z+4HoXrUbjjPzvfT42Xbu4/001iEFg57j8IrBxaZDvLPzEIrBxaZO4/rBxaZDvf1z+0yHa+nxrfPwRWDi2yncM/TDeJQWDl3j8bL90kBoHdP+f7qfHSTdQ/RIts5/upkT+4HoXrUbjmP1TjpZvEINA/H4XrUbge7T93vp8aL93sPwisHFpkO98/L90kBoGV7j+28/3UeOnKPwrXo3A9Css/kxgEVg4tyj8730+Nl26CP28Sg8DKobU/dZMYBFYOzT8IrBxaZDvbPzm0yHa+n8Y/ukkMAiuHzj+gGi/dJAbZPy2yne+nxuI//Knx0k1ixD/RItv5fmqcPyuHFtnO99c/KVyPwvUo7z+sHFpkO9/uPwisHFpkO+s/g8DKoUW27T/TTWIQWDnEP+XQItv5fuc/3SQGgZVD7z8X2c73U+O1PwIrhxbZzpc/I9v5fmq84T97FK5H4XrWP/LSTWIQWJk/MQisHFpkmz9qvHSTGAS2PzEIrBxaZKs/DAIrhxbZ4z8K16NwPQrDP3npJjEIrOw/hetRuB6Fzz/pJjEIrBzrPy2yne+nxsc/XrpJDAIr5z8IrBxaZDvTP2Q730+Nl+4/dZMYBFYOxT93vp8aL920P6rx0k1iENI/N4lBYOXQ7T+e76fGSzfBP4XrUbgeheg/ke18PzVe2j/NzMzMzMzQP83MzMzMzOM/CKwcWmQ7vz/LoUW28/2UPyuHFtnO9+A/CtejcD0K5z+DwMqhRbbDP3e+nxov3dw/+n5qvHST7z/8qfHSTWLsP3E9CtejcNM/30+Nl24S4j+0yHa+nxrlP1TjpZvEIOw/rBxaZDvf5z9MN4lBYOXlPwrXo3A9Ctc/JzEIrBxa0j/ufD81XrrdP/p+arx0k7g/z/dT46Wb5D/D9Shcj8K9PyPb+X5qvOo/uB6F61G43j/LoUW28/3AP+xRuB6F6+I/wcqhRbbz1z/VeOkmMQjsP3WTGARWDtU/Di2yne+n5D956SYxCKzvP7gehetRuNA/CKwcWmQ73T/6fmq8dJNIP9ejcD0K1+E/vp8aL90k3j+6SQwCK4fjP+F6FK5H4co/DAIrhxbZ0j+iRbbz/dTqP4lBYOXQIuw/w/UoXI/ClT/+1HjpJjHnP/LSTWIQWME/H4XrUbge1T+DwMqhRbajP7bz/dR46eU/cT0K16Nw4T8tsp3vp8bhP7pJDAIrh9o/eekmMQis1D8IrBxaZDvDPw4tsp3vp6Y/ukkMAiuH7j81XrpJDALlP0oMAiuHFqk/jZduEoPAyj9xPQrXo3DvP83MzMzMzOo/vp8aL90k5D+iRbbz/dSYP4XrUbgehdc/3SQGgZVD6z9/arx0kxjSP/yp8dJNYkA/EFg5tMh27j/HSzeJQWDlP1K4HoXrUcA/jZduEoPA0D/6fmq8dJPEP4XrUbgeheM/TmIQWDm04D8/NV66SQzOP2iR7Xw/NdY/I9v5fmq82j+R7Xw/NV7CPxsv3SQGgck/j8L1KFyP2j+YbhKDwMrgP7gehetRuJ4/EFg5tMh2tj83iUFg5dDCP7ByaJHtfNU/exSuR+F6ZD9xPQrXo3DnP3E9CtejcMU/Gy/dJAaB7j+YbhKDwMrbP2IQWDm0yOE/NV66SQwC2T9Ei2zn+6nmPzMzMzMzM+Q/Rrbz/dR46T8pXI/C9SjiP+xRuB6F68k/K4cW2c732T8CK4cW2c7fP8l2vp8aL+Q/4XoUrkfh2D8dWmQ730/nPy/dJAaBlcc/pHA9Ctej2j/TTWIQWDnrP0jhehSuR8U/WDm0yHa+xz/8qfHSTWLnP9nO91Pjpc8/F9nO91Pj4z8lBoGVQ4vjP90kBoGVQ90/YhBYObTI0j+YbhKDwMrsP9nO91Pjpeg/sp3vp8ZL3z+kcD0K16PtP2Q730+Nl9Y/lkOLbOf76j/Xo3A9Cte7P/hT46WbxKA/nu+nxks3uT++nxov3STpP0Jg5dAi2+Y/4XoUrkfh7T+sHFpkO9/TP6wcWmQ738M/d76fGi/d1j+PwvUoXI+yP/T91HjpJuM/d76fGi/d1D/b+X5qvHSzP7x0kxgEVtY/6SYxCKwczj+HFtnO91PqP6jGSzeJQaA//Knx0k1izD8K16NwPQriPyPb+X5qvLQ/EoPAyqFF7T93vp8aL93oPxKDwMqhRdI/LbKd76fG7D9MN4lBYOXmP3Noke18P9U/z/dT46Wb7j/NzMzMzMzpP2ZmZmZmZtY/3SQGgZVD6j9zaJHtfD+1P6JFtvP91MQ/L90kBoGV4D+6SQwCK4fvP/T91HjpJtk/001iEFg56T8rhxbZzvfkP/yp8dJNYtg/MQisHFpk7z/pJjEIrBzlP65H4XoUrug/UI2XbhKD7j+mm8QgsHLpP65H4XoUrt8/d76fGi/dyD/hehSuR+HQPyGwcmiR7Zw/vp8aL90k5T9OYhBYObTWP39qvHSTGOQ/CtejcD0Klz/jpZvEILDhP3WTGARWDt8/bef7qfHSvT/sUbgehevpP0oMAiuHFt8/tMh2vp8atz9vEoPAyqHdP5MYBFYOLdQ/VOOlm8Qg6T9OYhBYObTrPyGwcmiR7e8/FK5H4XoU7j/VeOkmMQjEP28Sg8DKoeA/1XjpJjEI7T8AAAAAAADwP42XbhKDwOs/qMZLN4lB7T/jpZvEILDWPycxCKwcWuQ/16NwPQrX6T9t5/up8dLgP39qvHSTGOc/Vg4tsp3v5D9/arx0kxjMPz0K16NwPeQ/ppvEILBy5j8lBoGVQ4vqP8HKoUW2860/K4cW2c73sz8X2c73U+PoP8HKoUW2898/IbByaJHt6j+kcD0K16PpPzMzMzMzM9c/XI/C9Shczz956SYxCKzePyPb+X5qvOU/ppvEILBy0D9oke18PzXiP9nO91Pjpe4/XI/C9Shc5D9/arx0kxikP1CNl24Sg9Y/O99PjZdu2j9SuB6F61HsP2ZmZmZmZtI/SgwCK4cW1z/l0CLb+X7mP7gehetRuOI/tvP91Hjp1D/n+6nx0k3uP2q8dJMYBM4/9P3UeOkm7T/2KFyPwvXjP6RwPQrXo+M/3SQGgZVDzz91kxgEVg7vP3WTGARWDu0/MzMzMzMzxz/ZzvdT46XXPylcj8L1KO4/pHA9CtejsD/l0CLb+X7uP1yPwvUoXOs/Gy/dJAaB7T/0/dR46SbvP0w3iUFg5eI/16NwPQrX5j/VeOkmMQi8P1CNl24Sg7g/cT0K16Nw0T/P91PjpZvMP6abxCCwcuw/5/up8dJN6z8dWmQ730/dP8P1KFyPwrU/JzEIrBxa7j/NzMzMzMzhP6wcWmQ73+I/j8L1KFyPyj+TGARWDi3SP7gehetRuOU/arx0kxgExj+cxCCwcmjiPwwCK4cW2eY/ZmZmZmZmzj9oke18PzXhP2Q730+Nl64/5dAi2/l+3D9eukkMAivmP166SQwCK+s/2/l+arx0xz9/arx0kxjpP6JFtvP91NI/cT0K16Nw6j+wcmiR7XzHP9V46SYxCOc/SgwCK4cWiT9eukkMAiunP0Jg5dAi2+s/ukkMAiuHyj9KDAIrhxbZP+kmMQisHMo/y6FFtvP97z8hsHJoke3gP6JFtvP91Ok/qMZLN4lB6j8UrkfhehThP+xRuB6F698/GQRWDi2y1z9GtvP91HjtP6JFtvP91OU/ke18PzVe4j91kxgEVg7uPzEIrBxaZOA/arx0kxgE6T+oxks3iUHWP/LSTWIQWOA/UrgehetR6z/RItv5fmrePyGwcmiR7cA/f2q8dJMY4D/HSzeJQWDdP5HtfD81XuQ/YhBYObTI0D8Sg8DKoUWWP1yPwvUoXO0/WDm0yHa+6D8IrBxaZDvsPwIrhxbZztk/7FG4HoXr5D8GgZVDi2zrP5huEoPAyug/AAAAAAAAoD9I4XoUrkfXP6JFtvP91Ng/9ihcj8L17j8lBoGVQ4vcP4GVQ4ts58M/Vg4tsp3v0z/Jdr6fGi/iPwwCK4cW2dA/1XjpJjEItD9g5dAi2/nWP3npJjEIrOc/9P3UeOkm4j/l0CLb+X7aP2Q730+Nl8Y/XrpJDAIr6T8CK4cW2c7mP2IQWDm0yO4/y6FFtvP9hD8hsHJoke3sP9nO91Pjpd8/uB6F61G40j9zaJHtfD/iP8P1KFyPwuA/16NwPQrX6z8MAiuHFtm2P2Dl0CLb+dw/gZVDi2zn4j+F61G4HoXsPy/dJAaBleg/BoGVQ4ts2z8GgZVDi2zXPzvfT42Xbuo/nu+nxks31z/8qfHSTWJwPyPb+X5qvOc/pHA9Ctej4T9CYOXQItupP0w3iUFg5cQ/okW28/3UzD+0yHa+nxrjP5qZmZmZmes/5dAi2/l+4z8CK4cW2c7lPw4tsp3vp9Q/UrgehetRmD9Ei2zn+6nsPzMzMzMzM+4/NV66SQwC5j8lBoGVQ4vpP6jGSzeJQcg/8tJNYhBY4T9WDi2yne+/P/hT46WbxNo/LbKd76fG4D+uR+F6FK7qPwisHFpkO9c/wcqhRbbz7D/l0CLb+X7OP6wcWmQ73+k/UrgehetR7j8zMzMzMzPtPwIrhxbZzu0/ObTIdr6f1j8tsp3vp8bZP9ejcD0K1+Q/rkfhehSu2z9g5dAi2/nKPyUGgZVDi+Y/JzEIrBxavD8UrkfhehS+P99PjZduEtM/O99PjZdu6z+LbOf7qfGCP4lBYOXQIuE/hetRuB6F4T9iEFg5tMi+P2iR7Xw/Ndo/Rrbz/dR42z/pJjEIrByaPyuHFtnO9+k/SgwCK4cWyT/l0CLb+X7GP/hT46WbxOs/g8DKoUW26T+0yHa+nxrPP2Dl0CLb+cI/AiuHFtnO5D97FK5H4Xq0P4ts5/up8dA/x0s3iUFg2z/D9Shcj8LmP/T91HjpJrE/pHA9Ctej4j/2KFyPwvXAP5MYBFYOLcY/tvP91Hjp6T9Ei2zn+6nhP/hT46WbxOM/XrpJDAIr2z9GtvP91HjFP0Jg5dAi29E/vHSTGARW4j9Ei2zn+6nNP0jhehSuR+w/RIts5/up3z/fT42XbhLqP7Kd76fGS88/ObTIdr6f4j9xPQrXo3DkP2IQWDm0yOA/nu+nxks36T+e76fGSzexP6JFtvP91NA/c2iR7Xw/6z/jpZvEILDkP/YoXI/C9cg/7nw/NV666T8pXI/C9SjkPzeJQWDl0M4/mG4Sg8DK4j+yne+nxkvmP23n+6nx0s0/gZVDi2zn7D8CK4cW2c7bPxkEVg4tstM/ZmZmZmZmpj/ufD81XrrgP1YOLbKd7+o/TDeJQWDl1j8MAiuHFtnkP1CNl24Sg+I/eekmMQisjD83iUFg5dDpPxfZzvdT48U/9ihcj8L11D+R7Xw/NV7tP65H4XoUrtc/bxKDwMqh6T9iEFg5tMjUPwrXo3A9CtE/rkfhehSu2T+28/3UeOnuP+xRuB6F64E/c2iR7Xw/7T+LbOf7qfHsP4ts5/up8eg/JzEIrBxa4z9QjZduEoPQPwrXo3A9CuQ/0SLb+X5qvD+TGARWDi2SP/yp8dJNYuk/+FPjpZvE4T8v3SQGgZXVP1CNl24Sg+U/qvHSTWIQ6z9eukkMAivHP9ejcD0K1+c/xSCwcmiR6T85tMh2vp/rP2IQWDm0yOk/TmIQWDm06j9U46WbxCDiP166SQwCK+g/AAAAAAAA0D9mZmZmZmbGPwAAAAAAAOE/tvP91Hjp6z8/NV66SQzsPwisHFpkO+Q/16NwPQrXsz9SuB6F61HQP/LSTWIQWO8/iUFg5dAi3z/hehSuR+HWPx1aZDvfT7U/6SYxCKwc3D8X2c73U+PBP8dLN4lBYKU/okW28/3UsD+WQ4ts5/vVPyuHFtnO94M/2c73U+Olsz9g5dAi2/nQP2Q730+Nl+w/WDm0yHa+tz8rhxbZzvfbP5MYBFYOLcI/w/UoXI/C2z9CYOXQItvZP6rx0k1iEOU/8tJNYhBY3z8j2/l+arzIP6rx0k1iEIg/BoGVQ4ts0T+F61G4HoXLP23n+6nx0t8/ppvEILBy6D8Sg8DKoUXWP5ZDi2zn++A/N4lBYOXQ1j+PwvUoXI/kPyUGgZVDi8w/z/dT46Wb2D/LoUW28/2kPy/dJAaBlec/EoPAyqFF7D+6SQwCK4fsP+Olm8QgsMo/SOF6FK5H0z85tMh2vp+yP30/NV66SbQ/exSuR+F6dD9aZDvfT413P6rx0k1iEO0/bef7qfHS1z/ZzvdT46XrP8/3U+Olm+I/jZduEoPAzj9g5dAi2/nhP1K4HoXrUe8/XrpJDAIrwz9Ei2zn+6nbP9v5fmq8dO8/iUFg5dAisz8EVg4tsp23P8dLN4lBYMk/bxKDwMqh4j97FK5H4XqEP/hT46WbxO8/x0s3iUFg1z83iUFg5dDjP/7UeOkmMe8/fT81XrpJ0j9aZDvfT43RP6RwPQrXo9Q/SOF6FK5H3z/LoUW28/3cP/YoXI/C9bg/9P3UeOkm6T9I4XoUrkfmPycxCKwcWu8/9ihcj8L1sD8hsHJoke3EPylcj8L1KO0/GQRWDi2y2T+cxCCwcmjVPw4tsp3vp+I/FK5H4XoUzj/4U+Olm8TQP+58PzVeuuI/xSCwcmiR4j9iEFg5tMiWP0Jg5dAi2+4/5dAi2/l+6T/RItv5fmrsPzVeukkMAtc/yXa+nxovrT9g5dAi2/mePzMzMzMzM9k/+n5qvHSTeD/ufD81XrrnP76fGi/dJNY/BFYOLbKd6z9U46WbxCDtPzVeukkMAuA/AAAAAAAAxD/RItv5fmrWP4ts5/up8dg/9P3UeOkmuT89CtejcD3YP8dLN4lBYO8/tMh2vp8a4T8hsHJoke3MPwisHFpkO88/K4cW2c73wz9/arx0kxjAP2q8dJMYBNI/5dAi2/l+4j8CK4cW2c7qP39qvHSTGOg/5dAi2/l+5D9kO99PjZftP1YOLbKd7+M/w/UoXI/C4z9zaJHtfD/mP39qvHSTGOE/gZVDi2zn1z/NzMzMzMzAP4lBYOXQIps/wcqhRbbz2T+28/3UeOnvPyUGgZVDi7Q/5/up8dJN4j/+1HjpJjHhPzeJQWDl0Ow/EFg5tMh26T8nMQisHFrlP/YoXI/C9dg//tR46SYx5j97FK5H4XrQPzEIrBxaZOo/MQisHFpk2z8hsHJoke3mP83MzMzMzMg/mG4Sg8DK4T+YbhKDwMrnP5HtfD81Xs4/qvHSTWIQ4j8/NV66SQztP8l2vp8aL7U/SgwCK4cW4z9aZDvfT43iP/T91HjpJtU/bxKDwMqhpT/NzMzMzMzaP8HKoUW289U/fT81XrpJ7T8K16NwPQrTP3E9CtejcME/1XjpJjEIyD8UrkfhehTWP7bz/dR46ec/6SYxCKwc1j+4HoXrUbjnP0jhehSuR+o/g8DKoUW25z+e76fGSzfiPzvfT42XbtY/tMh2vp8a5j/+1HjpJjHAPxBYObTIdp4/mpmZmZmZ4D/n+6nx0k3QP3npJjEIrOA/EoPAyqFF6j+wcmiR7XztP6JFtvP91O4/zczMzMzM6z+cxCCwcmjfP90kBoGVQ+c/yXa+nxov5z/HSzeJQWDFPwIrhxbZzus/4XoUrkfh4z9SuB6F61HhPz81XrpJDOo/5/up8dJNxj99PzVeuknlP05iEFg5tLA/DAIrhxbZvj/y0k1iEFjmPwaBlUOLbOY/okW28/3U7z8rhxbZzvftP1g5tMh2vs8/f2q8dJMYxD+WQ4ts5/vRP2Dl0CLb+do/XrpJDAIr4j/ZzvdT46XnPzeJQWDl0N4/rBxaZDvf7z9qvHSTGATYPyGwcmiR7do/rBxaZDvf2T+LbOf7qfHiP6JFtvP91N4/+FPjpZvE6j/y0k1iEFjpPxsv3SQGgXU/y6FFtvP93j/LoUW28/3mPzm0yHa+n+8/z/dT46WbwD+F61G4HoWrP0oMAiuHFts/8tJNYhBY7D/+1HjpJjHjP+F6FK5H4eA/c2iR7Xw/0T+PwvUoXI/jP/7UeOkmMcw/bxKDwMqh2z9vEoPAyqHtPycxCKwcWuY/vp8aL90kvj/D9Shcj8LuP+kmMQisHOw/PzVeukkMyj8lBoGVQ4vWP1YOLbKd79c/2/l+arx0wz+YbhKDwMrvP2Q730+Nl9Q/5/up8dJN0j/VeOkmMQjlPx+F61G4Ht8/jZduEoPA6D+R7Xw/NV7KP+xRuB6F690/pHA9CtejzD8rhxbZzvfqP6abxCCwcuI/i2zn+6nx5T8IrBxaZDvoPzEIrBxaZO0/9ihcj8L13j+oxks3iUHpPz81XrpJDOI/2c73U+Olyz8hsHJoke20PycxCKwcWsw/bef7qfHSwT+6SQwCK4fSP/p+arx0k+I/oBov3SQGxT8hsHJoke3jP1K4HoXrUe0/yXa+nxov3z8tsp3vp8bVP65H4XoUruk/vp8aL90k2D/6fmq8dJPQPyGwcmiR7dw/vHSTGARW5j/8qfHSTWKQP4XrUbgehek/yXa+nxovnT/D9Shcj8LTP9V46SYxCMw/vHSTGARWwj/fT42XbhLRP/7UeOkmMdQ/aJHtfD81tj+28/3UeOntP0SLbOf7qdk/rBxaZDvf3T8v3SQGgZXjP8P1KFyPwus/g8DKoUW25j+sHFpkO9/PPwIrhxbZzuc/ZmZmZmZmvj/Xo3A9CtfoP4ts5/up8co/exSuR+F66D+oxks3iUGwP2Q730+Nl+Y/gZVDi2zn0z83iUFg5dDKP4lBYOXQItc/aJHtfD817z/2KFyPwvXnP4lBYOXQIuQ/hetRuB6F3z8K16NwPQrqP/p+arx0k9I/rkfhehSu7T9YObTIdr7qP8P1KFyPwqU/exSuR+F64z+DwMqhRbblP6AaL90kBug/EFg5tMh27T/wp8ZLN4nhPy2yne+nxuQ/9ihcj8L12j+WQ4ts5/vfPxBYObTIdsI/ppvEILBy2D8bL90kBoHfP9Ei2/l+auk/pHA9Ctej6z/ByqFFtvPdP9V46SYxCN4/N4lBYOXQ6D+R7Xw/NV7vP7pJDAIrh9A/ZDvfT42X6j8j2/l+arzoPwIrhxbZzuw/zczMzMzMzD+wcmiR7XzdP7TIdr6fGt0/L90kBoGVzz/pJjEIrBzkPzm0yHa+n+U/vHSTGARW6T+Nl24Sg8CqP6JFtvP91Mg/ObTIdr6f3j8xCKwcWmThP5zEILByaOc/4XoUrkfh5T/ZzvdT46XiPwRWDi2yndE/Rrbz/dR40z/RItv5fmraPx+F61G4Huk/9P3UeOkm5D+YbhKDwMrqP166SQwCK+w/sHJoke18wz9YObTIdr7pP7bz/dR46aY/2c73U+Ol6j9oke18PzXUPy2yne+nxt0/SgwCK4cWxT9cj8L1KFzgPzEIrBxaZMM/6SYxCKwc4T/TTWIQWDnjPzeJQWDl0Ng//Knx0k1i1j97FK5H4XrcPwrXo3A9Cug/ke18PzVe0D9CYOXQItvBP+F6FK5H4bI/qvHSTWIQ7D8X2c73U+PTPz0K16NwPeg/cT0K16Nw4j9I4XoUrkfNP8P1KFyPwsE/WmQ730+N5D9OYhBYObTSP/7UeOkmMe0/8tJNYhBYzT8bL90kBoHsP/LSTWIQWMU/UI2XbhKD2j8K16NwPQrgP39qvHSTGNw/xSCwcmiR5D83iUFg5dDnP57vp8ZLN+Y/BoGVQ4ts3z+amZmZmZnFPwrXo3A9Cuw/9P3UeOkmyT9cj8L1KFzoP7x0kxgEVto/cT0K16Nw6T/LoUW28/3kPxfZzvdT49E/16NwPQrX7D+cxCCwcmjsP90kBoGVQ+w/L90kBoGVoz89CtejcD3pP/T91HjpJu4/RIts5/up7j8fhetRuB7kPyuHFtnO99E/JQaBlUOLvD8MAiuHFtnqP9V46SYxCOA/TDeJQWDlyD9YObTIdr7VP99PjZduEuE/nu+nxks32z8rhxbZzvfsP1g5tMh2vuU/ObTIdr6fyj8X2c73U+PhP83MzMzMzOA/BFYOLbKdyz9Ei2zn+6nVPx1aZDvfT70/L90kBoGV7z9vEoPAyqHoPwAAAAAAAOw/bef7qfHStT81XrpJDALHPxSuR+F6FMY/001iEFg52D8X2c73U+PuP39qvHSTGOM/N4lBYOXQ5D9t5/up8dLFP0jhehSuR+k/aJHtfD813D8fhetRuB7BP/LSTWIQWN0/vHSTGARW4D99PzVeuknaP1TjpZvEIOE/w/UoXI/C5T81XrpJDALuP5zEILByaMU/rkfhehSu4j8xCKwcWmSzP1K4HoXrUcQ/ObTIdr6faj+mm8QgsHLcP7gehetRuOk/d76fGi/d4j9OYhBYObToPylcj8L1KOE/2c73U+Ol2z8X2c73U+PJPzm0yHa+n+o/ZDvfT42X0j9MN4lBYOXsP1g5tMh2vuc/nMQgsHJocT8bL90kBoHqP6wcWmQ73+Y/jZduEoPA7j/sUbgehevRP166SQwCK9c/eekmMQisvD/y0k1iEFjTP4cW2c73U+M/sHJoke185T/8qfHSTWK4P3E9CtejcMk/j8L1KFyP7D+6SQwCK4fkP7Kd76fGS+A/nu+nxks34z+LbOf7qfGSPwAAAAAAAOY/2/l+arx05j+kcD0K16PvP6RwPQrXo8A/46WbxCCw0j/FILByaJHVP1g5tMh2vuQ/EFg5tMh27D/dJAaBlUPtPwrXo3A9Ctk/7nw/NV66uT9CYOXQItvXP0oMAiuHFuU/nMQgsHJo7T/NzMzMzMy8P/LSTWIQWNU//tR46SYx3j9U46WbxCDgP2Dl0CLb+d4/YhBYObTI7z8ZBFYOLbK9P7pJDAIrh4Y/jZduEoPA7z+HFtnO91PDP5qZmZmZmdc/dZMYBFYO0T+wcmiR7XzZP2Dl0CLb+es/5/up8dJN5T/D9Shcj8LtP7gehetRuK4/nMQgsHJogT/l0CLb+X6qPzVeukkMAtU/IbByaJHt6T+mm8QgsHKoP3sUrkfheuY/PzVeukkM0j+Nl24Sg8CyP7Kd76fGS+o/L90kBoGVyz9SuB6F61HlP8UgsHJokd8/nu+nxks37j91kxgEVg7jPw4tsp3vp+4//Knx0k1iwD8zMzMzMzPhPyGwcmiR7ec/uB6F61G41D91kxgEVg7TP5huEoPAyqE/30+Nl24Syz9g5dAi2/nmP30/NV66SeA/1XjpJjEI6z8dWmQ730/oP8/3U+Olm8Q/2/l+arx03z+kcD0K16OgPylcj8L1KN4/VOOlm8QgwD+8dJMYBFbePwaBlUOLbMs/IbByaJHt2D/Jdr6fGi/rPyuHFtnO98c/BFYOLbKd7T+YbhKDwMrNP5zEILByaO8/CKwcWmQ77j9kO99PjZfnPwIrhxbZzu8/bef7qfHS0z+HFtnO91PZP1TjpZvEIMw/bef7qfHS4T/TTWIQWDmUP166SQwCK7c/+FPjpZvE6T/NzMzMzMzvP6abxCCwcuE/fT81XrpJ1j+BlUOLbOfoP90kBoGVQ9c/JQaBlUOL2j9qvHSTGATgP3npJjEIrO4/y6FFtvP9xD/D9Shcj8LdP99PjZduEqM/hxbZzvdT7T8QWDm0yHbOP9ejcD0K1+I/UrgehetR5z+8dJMYBFbQP42XbhKDwN4/I9v5fmq81D/Xo3A9CtfqP8HKoUW28+g/3SQGgZVD0T9vEoPAyqHNP2iR7Xw/Ndg/nMQgsHJouT8MAiuHFtneP0SLbOf7qek/ukkMAiuH6j8730+Nl27hP3e+nxov3eE/PQrXo3A9uj9vEoPAyqHrP4/C9Shcj+I/WmQ730+N7z8j2/l+arzEP0oMAiuHFtE/2/l+arx01z+6SQwCK4fUPwAAAAAAAOo/iUFg5dAi7z/LoUW28/3tP0a28/3UeMk/RIts5/up4z9xPQrXo3DZP1yPwvUoXNU/I9v5fmq8zD97FK5H4XruP8P1KFyPwuE/+FPjpZvE5z/hehSuR+HqP+58PzVeutE/DAIrhxbZ3D8UrkfhehTSP6RwPQrXo+U/ppvEILBy5D+DwMqhRbbgP5qZmZmZme4/5dAi2/l+7T/b+X5qvHTjP1YOLbKd7+k/+FPjpZvEuD956SYxCKzjP8l2vp8aL9U/exSuR+F64j+F61G4HoXdP3e+nxov3es/WmQ730+Nlz8UrkfhehTjP2q8dJMYBIY/2c73U+Oluz/Xo3A9CtflP7gehetRuOE/DAIrhxbZ1D9g5dAi2/noP6RwPQrXo+Q/XrpJDAIrzz/sUbgehevvP/LSTWIQWOs/ZDvfT42X2D+gGi/dJAbTP6wcWmQ73+A/ZDvfT42X6T9/arx0kxjIP3sUrkfheuw/001iEFg55T9mZmZmZmbQP1yPwvUoXO8/cT0K16NwnT/wp8ZLN4nFPwwCK4cW2ew/I9v5fmq80D9qvHSTGATiP0jhehSuR+E/3SQGgZVD4D+R7Xw/NV7uPzVeukkMAuM/K4cW2c736D8bL90kBoHlP5MYBFYOLdw/x0s3iUFg6j956SYxCKzSP/YoXI/C9ew/Di2yne+n4D9U46WbxCCgP8HKoUW28+M/oBov3SQG1T9mZmZmZmbkPzvfT42XbuU/EoPAyqFFzj8730+Nl27CP/7UeOkmMdA/ObTIdr6f4D+cxCCwcmjuP3WTGARWDuI/x0s3iUFg4j/fT42XbhLdPzvfT42XbqI/JQaBlUOL4j9qvHSTGATUP3WTGARWDuo/w/UoXI/C2T+uR+F6FK7TP6rx0k1iEOg/CKwcWmQ76j8/NV66SQzuP2Q730+Nl9w/j8L1KFyPwj8pXI/C9SjMPx1aZDvfT+I/ObTIdr6f7T/FILByaJHmP28Sg8DKodc/8KfGSzeJ7j83iUFg5dDiP/YoXI/C9eQ/PQrXo3A95T8pXI/C9SjgP+Olm8QgsO4/EoPAyqFFyj9YObTIdr6PP3npJjEIrOg/YOXQItv51D+TGARWDi3rP5huEoPAytE/z/dT46Wb6D9/arx0kxjQPwwCK4cW2do/MQisHFpk2T9cj8L1KFyvP1pkO99PjeM/SgwCK4cW6T+kcD0K16PqP4/C9Shcj84/9P3UeOkm6j/ufD81XrqxPx+F61G4HuA/exSuR+F66z9U46WbxCDSP4GVQ4ts5+k/TDeJQWDl4D+DwMqhRbbdP8uhRbbz/dA/x0s3iUFg1T8UrkfhehTpP6wcWmQ739s/YOXQItv57j8EVg4tsp3sP4cW2c73U7M/c2iR7Xw/5D8QWDm0yHbkP0SLbOf7qdE/zczMzMzM3j+wcmiR7XzoP5huEoPAytU/O99PjZdu4j9qvHSTGATjP4lBYOXQItk/F9nO91Pj1z8Sg8DKoUXhP5qZmZmZme0/dZMYBFYOrT9mZmZmZmbuPxSuR+F6FK4/qMZLN4lB5D8AAAAAAADIP99PjZduEug/Rrbz/dR40T+sHFpkO9/RP1yPwvUoXOo/L90kBoGV2z8MAiuHFtnlP8UgsHJokds/QmDl0CLb0z+yne+nxkvsP4/C9Shcj9A/ke18PzVesj+yne+nxkvpP1pkO99Pjd0/3SQGgZVDyz+WQ4ts5/vtP1K4HoXrUeI/7FG4HoXr1T/+1HjpJjHIP+Olm8QgsOg/16NwPQrX7j9KDAIrhxbqP9Ei2/l+auM/BoGVQ4ts7j+uR+F6FK7RP65H4XoUrrc/WmQ730+N2z93vp8aL93mPxSuR+F6FOs/TmIQWDm00D9QjZduEoPeP8P1KFyPwtU/VOOlm8QguD+q8dJNYhDhP8l2vp8aL+g/ke18PzVe1D+8dJMYBFbSP9V46SYxCOo/8tJNYhBYuT+DwMqhRbbjP7gehetRuO8/ke18PzVe2D8bL90kBoHVP7pJDAIrh8Y/TDeJQWDloD9cj8L1KFy3P57vp8ZLN+8/lkOLbOf71z+8dJMYBFboP5MYBFYOLc4/jZduEoPA6T/n+6nx0k3cPxKDwMqhRdg/DAIrhxbZ2D9WDi2yne/iPxsv3SQGgeQ/6SYxCKwc4D9vEoPAyqHjP0jhehSuR+M/46WbxCCw5T8v3SQGgZXsPzeJQWDl0NQ//tR46SYx6T9KDAIrhxa5Px+F61G4Ht0/UI2XbhKD6z8CK4cW2c7dP/p+arx0k9Y/EoPAyqFF7j+amZmZmZnNP39qvHSTGNo/+n5qvHST6T/dJAaBlUPZP8UgsHJokes/CtejcD0K4z+amZmZmZmpPzvfT42Xbt4/jZduEoPA3D+BlUOLbOfdP5MYBFYOLd4/BFYOLbKdrz/sUbgeheuhPzMzMzMzM6M/sp3vp8ZL2T93vp8aL93uP+F6FK5H4e4/ppvEILByuD8K16NwPQrpP1YOLbKd78c/I9v5fmq83D9YObTIdr7XP0oMAiuHFrE/iUFg5dAi6j9mZmZmZmbqP3npJjEIrKw/PQrXo3A92j9qvHSTGATQP4PAyqFFtug/+n5qvHSTzD8GgZVDi2zHP6RwPQrXo9A/nMQgsHJo2T9KDAIrhxbnPwAAAAAAANg/CKwcWmQ74z8MAiuHFtnWP6AaL90kBuw/gZVDi2zn5T+DwMqhRbbsP9NNYhBYOdI/vHSTGARW7T/4U+Olm8TlPy2yne+nxrM/9P3UeOkm6z/Xo3A9CtffP6abxCCwcto/2/l+arx01T8ZBFYOLbLnPx1aZDvfT+0/aJHtfD815j8IrBxaZDufPy/dJAaBleU/L90kBoGV5D9CYOXQItvnPyUGgZVDi+E/F9nO91Pj7z956SYxCKzQP9nO91PjpdM/30+Nl24S7T+0yHa+nxrkP3sUrkfherw/mpmZ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samples.posterior.theta.values.flatten(),\n", " legend_label=\"MCMC\",\n", " x_axis_label=\"θ\",\n", " frame_height=150,\n", ")\n", "p_theta = iqplot.ecdf(\n", " df_vi.theta.values,\n", " marker_kwargs=dict(fill_color=\"orange\", line_color=\"orange\"),\n", " p=p_theta,\n", " legend_label=\"ADVI\",\n", ")\n", "\n", "p_sigma = iqplot.ecdf(\n", " samples.posterior.sigma.values.flatten(), x_axis_label=\"σ\", frame_height=150,\n", ")\n", "p_sigma = iqplot.ecdf(\n", " df_vi.sigma.values,\n", " marker_kwargs=dict(fill_color=\"orange\", line_color=\"orange\"),\n", " p=p_sigma,\n", ")\n", "\n", "p_tau = iqplot.ecdf(\n", " samples.posterior.tau.values.flatten(), x_axis_label=\"τ\", frame_height=150,\n", ")\n", "p_tau = iqplot.ecdf(\n", " df_vi.tau.values,\n", " marker_kwargs=dict(fill_color=\"orange\", line_color=\"orange\"),\n", " p=p_tau,\n", ")\n", "\n", "bokeh.io.show(bokeh.layouts.gridplot([p_theta, p_sigma, p_tau], ncols=1))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The VI results are a serious departure from full MCMC. In general, VI performs poorly when there is complex model structure like we have here in this hierarchical model. There are custom methods for VI inference with hierarchical models, for example as described in [this paper by Ranganath and coworkers](https://arxiv.org/abs/1511.02386), but these are not implemented in Stan.\n", "\n", "In general, my advice is to employ VI only when you *really* need the speed and your model is not too complex." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "bebi103.stan.clean_cmdstan()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing environment" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python implementation: CPython\n", "Python version : 3.9.7\n", "IPython version : 7.29.0\n", "\n", "numpy : 1.20.3\n", "pandas : 1.3.5\n", "cmdstanpy : 1.0.0\n", "arviz : 0.11.4\n", "bokeh : 2.3.3\n", "holoviews : 1.14.6\n", "iqplot : 0.2.4\n", "bebi103 : 0.1.11\n", "jupyterlab: 3.2.1\n", "\n", "cmdstan : 2.28.2\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -v -p numpy,pandas,cmdstanpy,arviz,bokeh,holoviews,iqplot,bebi103,jupyterlab\n", "print(\"cmdstan :\", bebi103.stan.cmdstan_version())" ] } ], "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": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 }