{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# HTML exportieren\n", "\n", "Es kann auch eine eigenständige HTML-Datei mit Bokeh-Inhalten generiert werden. Dies wird erreicht durch den Aufruf der Funktion `output_file (\"….html\")`:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
\n", " \n", " Loading BokehJS ...\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " const force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", "const JS_MIME_TYPE = 'application/javascript';\n", " const HTML_MIME_TYPE = 'text/html';\n", " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " const CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " const script = document.createElement(\"script\");\n", " node.appendChild(script);\n", " }\n", "\n", " /**\n", " * Handle when an output is cleared or removed\n", " */\n", " function handleClearOutput(event, handle) {\n", " const cell = handle.cell;\n", "\n", " const id = cell.output_area._bokeh_element_id;\n", " const server_id = cell.output_area._bokeh_server_id;\n", " // Clean up Bokeh references\n", " if (id != null && id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", "\n", " if (server_id !== undefined) {\n", " // Clean up Bokeh references\n", " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", " cell.notebook.kernel.execute(cmd_clean, {\n", " iopub: {\n", " output: function(msg) {\n", " const id = msg.content.text.trim();\n", " if (id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", " }\n", " }\n", " });\n", " // Destroy server and session\n", " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", " cell.notebook.kernel.execute(cmd_destroy);\n", " }\n", " }\n", "\n", " /**\n", " * Handle when a new output is added\n", " */\n", " function handleAddOutput(event, handle) {\n", " const output_area = handle.output_area;\n", " const output = handle.output;\n", "\n", " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", " return\n", " }\n", "\n", " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", "\n", " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", " // store reference to embed id on output_area\n", " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", " }\n", " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", " const bk_div = document.createElement(\"div\");\n", " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", " const script_attrs = bk_div.children[0].attributes;\n", " for (let i = 0; i < script_attrs.length; i++) {\n", " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", " }\n", " // store reference to server id on output_area\n", " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", " }\n", " }\n", "\n", " function register_renderer(events, OutputArea) {\n", "\n", " function append_mime(data, metadata, element) {\n", " // create a DOM node to render to\n", " const toinsert = this.create_output_subarea(\n", " metadata,\n", " CLASS_NAME,\n", " EXEC_MIME_TYPE\n", " );\n", " this.keyboard_manager.register_events(toinsert);\n", " // Render to node\n", " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", " render(props, toinsert[toinsert.length - 1]);\n", " element.append(toinsert);\n", " return toinsert\n", " }\n", "\n", " /* Handle when an output is cleared or removed */\n", " events.on('clear_output.CodeCell', handleClearOutput);\n", " events.on('delete.Cell', handleClearOutput);\n", "\n", " /* Handle when a new output is added */\n", " events.on('output_added.OutputArea', handleAddOutput);\n", "\n", " /**\n", " * Register the mime type and append_mime function with output_area\n", " */\n", " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", " /* Is output safe? */\n", " safe: true,\n", " /* Index of renderer in `output_area.display_order` */\n", " index: 0\n", " });\n", " }\n", "\n", " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", " if (root.Jupyter !== undefined) {\n", " const events = require('base/js/events');\n", " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", "\n", " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", " register_renderer(events, OutputArea);\n", " }\n", " }\n", " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", " root._bokeh_timeout = Date.now() + 5000;\n", " root._bokeh_failed_load = false;\n", " }\n", "\n", " const NB_LOAD_WARNING = {'data': {'text/html':\n", " \"
\\n\"+\n", " \"

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

\\n\"+\n", " \"\\n\"+\n", " \"\\n\"+\n", " \"from bokeh.resources import INLINE\\n\"+\n", " \"output_notebook(resources=INLINE)\\n\"+\n", " \"\\n\"+\n", " \"
\"}};\n", "\n", " function display_loaded() {\n", " const el = document.getElementById(\"f52a0534-1b3a-4257-95d6-9d21be5c1dfd\");\n", " if (el != null) {\n", " el.textContent = \"BokehJS is loading...\";\n", " }\n", " if (root.Bokeh !== undefined) {\n", " if (el != null) {\n", " el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n", " }\n", " } else if (Date.now() < root._bokeh_timeout) {\n", " setTimeout(display_loaded, 100)\n", " }\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, callback) {\n", " if (css_urls == null) css_urls = [];\n", " if (js_urls == null) js_urls = [];\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 == null || js_urls.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;\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(url) {\n", " console.error(\"failed to load \" + url);\n", " }\n", "\n", " for (let i = 0; i < css_urls.length; i++) {\n", " const url = css_urls[i];\n", " const element = document.createElement(\"link\");\n", " element.onload = on_load;\n", " element.onerror = on_error.bind(null, url);\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", " for (let i = 0; i < js_urls.length; i++) {\n", " const url = js_urls[i];\n", " const element = document.createElement('script');\n", " element.onload = on_load;\n", " element.onerror = on_error.bind(null, url);\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", " };\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", " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.1.1.min.js\"];\n", " const css_urls = [];\n", "\n", " const inline_js = [ function(Bokeh) {\n", " Bokeh.set_log_level(\"info\");\n", " },\n", "function(Bokeh) {\n", " }\n", " ];\n", "\n", " function run_inline_js() {\n", " if (root.Bokeh !== undefined || force === true) {\n", " for (let i = 0; i < inline_js.length; i++) {\n", " inline_js[i].call(root, root.Bokeh);\n", " }\n", "if (force === true) {\n", " display_loaded();\n", " }} else if (Date.now() < root._bokeh_timeout) {\n", " setTimeout(run_inline_js, 100);\n", " } else if (!root._bokeh_failed_load) {\n", " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", " root._bokeh_failed_load = true;\n", " } else if (force !== true) {\n", " const cell = $(document.getElementById(\"f52a0534-1b3a-4257-95d6-9d21be5c1dfd\")).parents('.cell').data().cell;\n", " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", " }\n", " }\n", "\n", " if (root._bokeh_is_loading === 0) {\n", " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", " run_inline_js();\n", " } else {\n", " load_libs(css_urls, js_urls, function() {\n", " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", " run_inline_js();\n", " });\n", " }\n", "}(window));" ], "application/vnd.bokehjs_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

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

\\n\"+\n \"\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"f52a0534-1b3a-4257-95d6-9d21be5c1dfd\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\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, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\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 == null || js_urls.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;\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(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\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 for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\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 };\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 const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.1.1.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f52a0534-1b3a-4257-95d6-9d21be5c1dfd\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from bokeh.io import output_notebook, show\n", "\n", "\n", "output_notebook()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using data directory: /Users/veit/.bokeh/data\n", "Skipping 'CGM.csv' (checksum match)\n", "Skipping 'US_Counties.zip' (checksum match)\n", "Skipping 'us_cities.json' (checksum match)\n", "Skipping 'unemployment09.csv' (checksum match)\n", "Skipping 'AAPL.csv' (checksum match)\n", "Skipping 'FB.csv' (checksum match)\n", "Skipping 'GOOG.csv' (checksum match)\n", "Skipping 'IBM.csv' (checksum match)\n", "Skipping 'MSFT.csv' (checksum match)\n", "Skipping 'WPP2012_SA_DB03_POPULATION_QUINQUENNIAL.zip' (checksum match)\n", "Skipping 'gapminder_fertility.csv' (checksum match)\n", "Skipping 'gapminder_population.csv' (checksum match)\n", "Skipping 'gapminder_life_expectancy.csv' (checksum match)\n", "Skipping 'gapminder_regions.csv' (checksum match)\n", "Skipping 'world_cities.zip' (checksum match)\n", "Skipping 'airports.json' (checksum match)\n", "Skipping 'movies.db.zip' (checksum match)\n", "Skipping 'airports.csv' (checksum match)\n", "Skipping 'routes.csv' (checksum match)\n", "Skipping 'haarcascade_frontalface_default.xml' (checksum match)\n", "Skipping 'SampleSuperstore.csv.zip' (checksum match)\n" ] } ], "source": [ "import bokeh.sampledata\n", "\n", "\n", "bokeh.sampledata.download()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "\n", "from bokeh.plotting import figure\n", "from bokeh.sampledata.stocks import AAPL\n", "\n", "\n", "df = pd.DataFrame(AAPL)\n", "df[\"date\"] = pd.to_datetime(df[\"date\"])" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
GlyphRenderer(
id = 'p1092', …)
coordinates = None,
data_source = ColumnDataSource(id='p1086', ...),
glyph = Line(id='p1089', ...),
group = None,
hover_glyph = None,
js_event_callbacks = {},
js_property_callbacks = {},
level = 'glyph',
muted = False,
muted_glyph = Line(id='p1091', ...),
name = None,
nonselection_glyph = Line(id='p1090', ...),
propagate_hover = False,
selection_glyph = 'auto',
subscribed_events = PropertyValueSet(),
syncable = True,
tags = [],
view = CDSView(id='p1093', ...),
visible = True,
x_range_name = 'default',
y_range_name = 'default')
\n", "\n" ], "text/plain": [ "GlyphRenderer(id='p1092', ...)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p = figure(width=800, height=250, x_axis_type=\"datetime\")\n", "p.line(df[\"date\"], df[\"close\"], color=\"navy\", alpha=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Schließlich konfigurieren wir mit [output_file](https://docs.bokeh.org/en/2.4.0/docs/reference/io.html#bokeh.io.output.output_file) die Ausgabe von `show()`:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " const docs_json = {\"b8c849d3-9c63-4f1e-b846-76c08b26a353\":{\"version\":\"3.1.1\",\"title\":\"Bokeh 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dV0CPwvUoXE9XQAAAAAAAcFdACtejcD06V0CamZmZmWlXQAAAAAAAoFdA4XoUrkeRV0DsUbgehatXQJqZmZmZaVdAAAAAAACQV0D2KFyPwiVXQFyPwvUoDFdAj8L1KFyPVkDsUbgehdtWQGZmZmZmllZAmpmZmZmZVkDhehSuR5FWQK5H4XoUvlZAcT0K16NgV0CPwvUoXE9XQGZmZmZm1ldA9ihcj8K1WEB7FK5H4fpYQDMzMzMz81hArkfhehTeWEApXI/C9RhZQJqZmZmZGVlApHA9CtczWUB7FK5H4fpZQKRwPQrXQ1pAuB6F61G4WkD2KFyPwtVaQI/C9ShcL1tA16NwPQpXW0DhehSuR+FaQPYoXI/C1VpAXI/C9ShcW0DhehSuR4FbQB+F61G4/ltAw/UoXI9iXEApXI/C9ThcQFyPwvUorFtASOF6FK5nXEBmZmZmZpZcQOF6FK5HsV1AXI/C9ShMXkCamZmZmZldQIXrUbgeVV5AexSuR+GqXkApXI/C9eheQBSuR+F6BF9Aj8L1KFwfX0Bcj8L1KAxeQLgehetRGF5AAAAAAABgXUAAAAAAALBdQAAAAAAAIF5A9ihcj8JFX0AK16NwPepeQDMzMzMzY15AmpmZmZn5XkAAAAAAAMBeQPYoXI/ClV5AmpmZmZnpXUApXI/C9XheQKRwPQrXI15Aw/UoXI+CXkBxPQrXo1BeQHsUrkfhyl9AAAAAAACYYECamZmZmYlgQMP1KFyPSmBAMzMzMzOLYEAUrkfheoxgQArXo3A9wmBAj8L1KFw3YUAzMzMzM0NhQIXrUbgeXWFApHA9CtdDYUAAAAAAAIBhQAAAAAAA+GFAZmZmZmb2YUAUrkfhetxgQLgehetRKGFAAAAAAABAYkAzMzMzM/thQPYoXI/CrWFAuB6F61F4YEAAAAAAAOBgQEjhehSuD2FAMzMzMzN7YEAAAAAAAOhgQClcj8L14GBAuB6F61HAYEApXI/C9ZhfQAAAAAAAQF9Aw/UoXI/yX0BSuB6F6wFfQJqZmZmZ+V1AMzMzMzNDXUCkcD0K14NeQK5H4XoUjl5AFK5H4XrkX0C4HoXrUZBgQArXo3A9YmBAmpmZmZnpYEAAAAAAAIhgQBSuR+F6tF9Aw/UoXI/CYEAAAAAAAAhhQI/C9ShcT2FAhetRuB4FYkC4HoXrURhhQLgehetR4GBAcT0K16N4YEAfhetRuBZhQEjhehSu72BAMzMzMzMbYUBmZmZmZiZhQFK4HoXrWWFAhetRuB5NYUA9CtejcJ1hQHE9CtejmGFAUrgeheuJYUDNzMzMzARiQClcj8L1iGJA9ihcj8IlY0BxPQrXoxhjQAAAAAAAUGNA16NwPQovY0B7FK5H4YpjQGZmZmZmzmNAPQrXo3C9Y0BI4XoUrodjQGZmZmZmLmRAhetRuB79ZEDsUbgehftkQOF6FK5H2WRAj8L1KFxHZEAAAAAAAOhkQI/C9Shc32RAw/UoXI8yZUAAAAAAAJhlQAAAAAAAsGVAPQrXo3BNZUDsUbgehctlQIXrUbgeRWdA9ihcj8I9Z0ApXI/C9dhmQGZmZmZmFmdAexSuR+EiZ0AAAAAAAGBnQGZmZmZmvmdArkfhehRuZ0CkcD0K13tnQPYoXI/CRWdA4XoUrkf5Z0CamZmZmUlnQNejcD0K72VApHA9CterZEC4HoXrUThjQB+F61G4PmVA7FG4HoXDZECamZmZmYlkQBSuR+F6zGRAZmZmZmZ+ZEAzMzMzMxtlQB+F61G4DmVA4XoUrkdxZUDhehSuR5FlQFK4HoXr2WVA16NwPQqHZkDhehSuRwlnQNejcD0Kx2ZA7FG4HoVbZkBSuB6F63lmQAAAAAAAMGdAZmZmZma+Z0CamZmZmUloQB+F61G4RmhA4XoUrkeRZ0DsUbgehdtnQMP1KFyP+mdAFK5H4XrMZ0DNzMzMzAxnQI/C9Shc32ZApHA9CtfjZkAfhetRuGZnQIXrUbgePWhAmpmZmZnZaEBmZmZmZt5oQArXo3A90mhAw/UoXI/6aEDD9Shcj8JoQHsUrkfhWmhA9ihcj8JdaECamZmZmYFmQBSuR+F6NGZAAAAAAABoZUDNzMzMzGxmQHE9CtejQGZArkfhehSWZUApXI/C9VhmQOF6FK5HIWVAFK5H4Xr0Y0AUrkfhehxkQOxRuB6FK2RAFK5H4Xp0Y0AK16NwPWJhQDMzMzMz82BAuB6F61FAYEC4HoXrUUBgQOF6FK5HcWBA9ihcj8KFYEDsUbgehetgQAAAAAAAuGBAzczMzMx0YEDsUbgehStgQAAAAAAAgF5Aj8L1KFxPXkAfhetRuF5fQGZmZmZmLmBA16NwPQo3X0DNzMzMzCxgQD0K16Nw3V9AuB6F61EoX0DsUbgehYteQBSuR+F69F5Aw/UoXI9iXkA9CtejcN1dQI/C9Shc711AmpmZmZnJXUA9CtejcL1eQIXrUbgePWBA4XoUrkdBX0AfhetRuG5eQEjhehSuJ19Aj8L1KFwfX0DsUbgehTteQAAAAAAAkF5AXI/C9SjsXUBmZmZmZtZfQFK4HoXrgV9AXI/C9Sj8X0DXo3A9CqdfQB+F61G4rl9ACtejcD2aYEA9CtejcDVgQHE9CtejqGBAKVyPwvVwYUCPwvUoXJ9hQFK4HoXrIWJAAAAAAACIYUC4HoXrUeBhQAAAAAAA8GFAKVyPwvWwYkBI4XoUrm9iQOxRuB6F82JAw/UoXI8iY0AUrkfhenxjQHsUrkfhGmNArkfhehTuYkCamZmZmVFjQBSuR+F6ZGJAKVyPwvV4YkBcj8L1KIxiQGZmZmZmNmNASOF6FK5PY0DhehSuRyFkQIXrUbgeBWVAZmZmZmYGZEAUrkfhelxkQK5H4XoUHmVAj8L1KFw3ZUBI4XoUrodlQJqZmZmZ4WVAZmZmZma+ZUAAAAAAAIBmQK5H4XoUnmZAj8L1KFwXZ0CF61G4HlVnQHsUrkfh0mZAUrgeheshZ0BmZmZmZu5mQIXrUbgehWdAH4XrUbi+Z0C4HoXrUUhnQI/C9Shct2dApHA9CtdzZ0AzMzMzM/NmQM3MzMzMPGdArkfhehRGZkCamZmZmSFmQD0K16NwpWZA9ihcj8JNZ0C4HoXrUWBnQK5H4XoUVmdAAAAAAACYZ0AzMzMzM0NnQKRwPQrXK2dArkfhehQmZ0D2KFyPwq1nQBSuR+F6NGdA7FG4HoWzZkAUrkfhejRnQFK4HoXrmWZAuB6F61GoZUCkcD0K14tlQHsUrkfhGmZA9ihcj8KtZkAAAAAAAFhmQM3MzMzMnGZAcT0K16PoZUCF61G4HqVlQAAAAAAAqGVAFK5H4XosZkC4HoXrUQhlQHsUrkfhQmVArkfhehTuZED2KFyPwtVlQPYoXI/CBWVApHA9CtdDZUCF61G4HuVlQJqZmZmZcWZAAAAAAADIZUBcj8L1KBRmQMP1KFyPkmVAXI/C9Si8ZUAUrkfhejRlQFK4HoXrmWVAUrgehet5ZUDNzMzMzKRkQOF6FK5HyWRAcT0K16NAZEC4HoXrUchkQClcj8L14GNApHA9CtdDZEDNzMzMzExjQMP1KFyPomNAXI/C9Sj8Y0BmZmZmZt5jQIXrUbgelWNAj8L1KFwnY0AUrkfhehRkQK5H4XoUhmRACtejcD1yZECamZmZmTFlQFK4HoXrsWVAj8L1KFwXZkCamZmZmWlmQArXo3A9amZASOF6FK73ZUAUrkfheuxlQClcj8L1sGVAexSuR+H6ZUDhehSuR8llQOF6FK5HGWZAmpmZmZmRZUAUrkfherRlQD0K16Nw1WVASOF6FK63ZUApXI/C9TBlQK5H4XoUxmRAH4XrUbjeZEDXo3A9CidkQPYoXI/CBWRAPQrXo3C9Y0D2KFyPwvViQOxRuB6F82JAzczMzMwUY0CuR+F6FJ5iQOxRuB6Fi2FAXI/C9Sh8YUCF61G4HvVfQHsUrkfhwmBAhetRuB6dYUCamZmZmWFgQPYoXI/CtV9AH4XrUbgWYED2KFyPwn1gQEjhehSuB2BAcT0K16NQWkAK16NwPWpcQEjhehSuR1tAZmZmZmYGWUAUrkfhekRYQClcj8L1iFhACtejcD1KVkDD9Shcj3JWQI/C9ShcL1ZAMzMzMzMzWEBxPQrXo5BbQIXrUbgeBVpAzczMzMx8WEApXI/C9XhZQJqZmZmZWVhAXI/C9SicWECPwvUoXN9WQEjhehSuN1hAH4XrUbiOWEC4HoXrURhYQPYoXI/CBVdACtejcD36WEAzMzMzMyNaQMP1KFyPwltA9ihcj8LlWkA9CtejcL1aQI/C9Shcv1tAMzMzMzPTWUBmZmZmZsZYQI/C9Shcj1hAuB6F61H4V0DhehSuR7FXQEjhehSuh1ZAXI/C9SgcWECPwvUoXI9WQClcj8L1CFZACtejcD16VkDD9Shcj5JVQI/C9ShcH1RAhetRuB6lVEDNzMzMzDxXQDMzMzMzs1ZAAAAAAADAV0B7FK5H4SpXQOxRuB6FO1ZArkfhehQeV0CamZmZmflXQArXo3A92lZAAAAAAACAV0CuR+F6FO5YQKRwPQrXA1lAPQrXo3CNWEAAAAAAAMBXQOF6FK5HkVhAAAAAAACwV0DsUbgehdtXQArXo3A9SlZA7FG4HoVbVkAAAAAAAIBWQI/C9Shcb1VAuB6F61GYVUDD9Shcj0JVQKRwPQrXc1VA16NwPQqnVUDD9Shcj5JVQGZmZmZmVlVAAAAAAACwVkCF61G4HqVXQOF6FK5HQVdAcT0K16PAVkDNzMzMzCxXQIXrUbgepVZACtejcD0qVkA9CtejcO1VQIXrUbgeVVVAuB6F61HYVECF61G4HpVUQM3MzMzMjFNAhetRuB61VEDXo3A9ChdWQNejcD0KF1ZAKVyPwvVoVkAfhetRuK5WQM3MzMzMjFdAAAAAAABAV0C4HoXrUYhWQHE9Ctej4FZAH4XrUbg+V0AzMzMzM2NXQD0K16NwHVhArkfhehTuWEBxPQrXo6BZQIXrUbgedVhAFK5H4Xo0WEDhehSuR9FYQArXo3A9ylhAUrgeheuhV0BI4XoUrpdXQClcj8L1qFZAzczMzMzMVkDNzMzMzLxVQAAAAAAAkFZACtejcD3KVkBcj8L1KExWQKRwPQrXU1ZAXI/C9Sj8VUBI4XoUrhdWQHsUrkfhylZA9ihcj8I1VkAzMzMzM1NVQNejcD0Kx1RAuB6F61EoVkDsUbgehStXQGZmZmZmFlhA7FG4HoX7V0B7FK5H4dpXQArXo3A96lhA4XoUrkdhWUBI4XoUrmdZQPYoXI/CZVlACtejcD3qWkAAAAAAAKBaQI/C9Shcn1pASOF6FK53W0BmZmZmZrZaQI/C9ShcH1pASOF6FK5HWkBcj8L1KCxbQD0K16NwLVxAj8L1KFz/XEDNzMzMzJxdQAAAAAAAwFxAFK5H4XoUXUAUrkfheuRdQK5H4XoUDl5ApHA9CteTXUApXI/C9WhdQM3MzMzMXF5AexSuR+HaXkAAAAAAACBeQHE9CtejcF5AcT0K16NgXkCamZmZmVlfQJqZmZmZ+V5AH4XrUbguX0CamZmZmfleQClcj8L1SF9AhetRuB51X0CPwvUoXM9fQArXo3A9gmBAH4XrUbiWYEAAAAAAAJBgQFK4HoXrIWBArkfhehQmYEAK16NwPTJgQHsUrkfhGl9Aj8L1KFzfXUDNzMzMzLxeQHsUrkfhml5AmpmZmZmpX0DNzMzMzNxfQEjhehSud19A7FG4HoULX0AAAAAAAKBeQClcj8L1WGBAmpmZmZmhYEAK16NwPeJgQFK4HoXr+WBAMzMzMzNrYUBI4XoUrm9hQGZmZmZmnmFASOF6FK73YUA9CtejcBViQDMzMzMz+2FA16NwPQrXYUAAAAAAAIhhQGZmZmZmfmFA16NwPQofYUB7FK5H4QJhQDMzMzMzC2FAw/UoXI/yYEBcj8L1KPxgQI/C9Shcb2FApHA9CtcrYUC4HoXrUcBgQNejcD0KB2FA7FG4HoV7YUCuR+F6FM5hQNejcD0Kv2FA9ihcj8LNYUDD9Shcj9phQHE9CtejgGFA7FG4HoVTYUDNzMzMzOxgQNejcD0KJ2FA7FG4HoULYUBxPQrXo1BhQHsUrkfhymFAcT0K16PIYUBcj8L1KFxiQHE9CtejcGJAAAAAAAD4YkCF61G4Hh1jQLgehetR8GJASOF6FK6XY0AK16NwPbpjQEjhehSu/2NAMzMzMzMDZEAAAAAAAABkQClcj8L1AGRA4XoUrkdZZEAUrkfhemxkQPYoXI/CzWRAmpmZmZmxZEDsUbgehaNkQIXrUbgefWRAuB6F61GwZEDXo3A9CpdkQMP1KFyPWmRAUrgeheupZEA9CtejcA1lQClcj8L12GRAexSuR+HyY0AAAAAAAIBkQDMzMzMzk2RAw/UoXI/KZEDXo3A9CidlQFK4HoXrIWVAzczMzMwsZUCF61G4Hu1kQGZmZmZmLmVAmpmZmZlBZUAfhetRuAZlQJqZmZmZqWRA9ihcj8KlZECamZmZmdFkQFK4HoXrSWVA9ihcj8KdZUAUrkfhemRlQFK4HoXrkWVAhetRuB6FZUDXo3A9CrdlQIXrUbge5WVApHA9Cte7ZkCamZmZmRFnQHE9CtejIGdAcT0K16MAZ0CPwvUoXA9nQAAAAAAAMGdACtejcD36ZkCkcD0K18tmQM3MzMzMRGdAXI/C9SgsZ0AzMzMzMytnQOxRuB6Fm2ZAzczMzMwcZ0BxPQrXo0BnQLgehetRwGdAAAAAAADIZ0BxPQrXo6hnQNejcD0Kz2dAUrgehevZZ0BxPQrXo8BnQOF6FK5H6WdAUrgehevRZ0CamZmZmYFnQOxRuB6Fu2dAuB6F61HYaEA9CtejcJ1pQGZmZmZmpmlArkfhehR+aUCPwvUoXE9pQKRwPQrXq2hAzczMzMwMaEAzMzMzM4toQAAAAAAAkGdAUrgeheupZ0AAAAAAAJhnQFK4HoXr2WdAKVyPwvVAaEB7FK5H4UpoQB+F61G4LmlAj8L1KFxfaUAAAAAAAGhpQEjhehSuP2lAZmZmZmaOaUBcj8L1KNRpQAAAAAAA4GlAH4XrUbi+aUC4HoXrURBpQD0K16Nw/WhAXI/C9Si8aUCuR+F6FI5pQK5H4XoUhmlAexSuR+ESaUCF61G4Hv1oQNejcD0Kn2hAj8L1KFyHaECPwvUoXI9oQArXo3A9KmhAZmZmZmaeZ0CkcD0K17tnQJqZmZmZuWhA9ihcj8KNaEA9CtejcFVoQI/C9Shcn2hAPQrXo3BFaEApXI/C9WBoQOxRuB6F+2dA9ihcj8JtaECPwvUoXMdoQOxRuB6FC2lAMzMzMzNDaUDhehSuRyFqQOxRuB6Fc2pAMzMzMzMjakAUrkfhenRqQI/C9ShcV2pAuB6F61HAakBcj8L1KMxqQNejcD0KX2pAw/UoXI9SakCPwvUoXH9qQOxRuB6FQ2pA16NwPQr3aUDNzMzMzFRqQPYoXI/CLWpA9ihcj8K9aUDhehSuR+FqQI/C9Shcd2pACtejcD0CakAAAAAAALhoQArXo3A9YmlArkfhehS+aUBcj8L1KPxpQOF6FK5H6WhAUrgehesBaECPwvUoXFdoQOxRuB6Fe2hAj8L1KFznaECamZmZmQFoQB+F61G4bmhApHA9CtdDaECuR+F6FIZoQKRwPQrXY2hAPQrXo3DVaEBcj8L1KAxpQM3MzMzMbGlAmpmZmZlRaUD2KFyPwl1pQD0K16NwNWlAPQrXo3ANaUBSuB6F66FoQIXrUbgeFWlAAAAAAABAaUCkcD0K15NpQEjhehSuH2pAMzMzMzMbakDD9ShcjypqQB+F61G4VmpAZmZmZmZea0DD9Shcj2JrQHE9Ctej4GtAexSuR+EabEAAAAAAADBsQDMzMzMzU2xAexSuR+H6a0BmZmZmZg5sQKRwPQrXA2xAzczMzMwUbEAAAAAAAMhrQAAAAAAAGGxA7FG4HoWLbECkcD0K16tsQM3MzMzMVGxAzczMzMzcbEAUrkfhegxtQDMzMzMze21AAAAAAABgbUDXo3A9Cn9tQEjhehSuz21A4XoUrkfxbUAzMzMzMxNuQGZmZmZm/m1A4XoUrkc5bkDhehSuR0luQPYoXI/CTW5ArkfhehS2bkA9CtejcB1vQM3MzMzM7G5ACtejcD3ibkB7FK5H4ZJuQOxRuB6FM3BA7FG4HoWncEDhehSuR+1wQAAAAAAA2HBAcT0K16NgcECamZmZmVlwQArXo3A9ynBAPQrXo3BRcECamZmZmaVwQHsUrkfhKnBASOF6FK7/b0AAAAAAAMhuQOxRuB6Fe21ASOF6FK6/b0C4HoXrUQhwQD0K16NwYXBA9ihcj8IlcEAK16NwPbpvQNejcD0Kx29A7FG4HoWLb0B7FK5H4QpvQLgehetRuG1ACtejcD1KbkC4HoXrUdhuQNejcD0Kp25A7FG4HoWDbkAzMzMzM6tvQK5H4XoUDnBA4XoUrkdNcEAzMzMzM39wQFK4HoXrcXBAH4XrUbj+b0CuR+F6FF5vQMP1KFyPKm9AZmZmZmZmbkC4HoXrUVBvQLgehetRsG9AKVyPwvXIb0DXo3A9CjtwQAAAAAAAtHBAUrgehev9cECF61G4HiFxQB+F61G44nBAmpmZmZkdcUDsUbgehe9wQAAAAAAA0HBAMzMzMzOrcEDNzMzMzMRwQB+F61G4AnBAKVyPwvVwb0CPwvUoXA9vQK5H4XoU3m5AXI/C9SgUb0AfhetRuCpwQD0K16NwIXBAUrgehes5cEBxPQrXoxRwQJqZmZmZeW9Aj8L1KFyXb0BmZmZmZm5vQM3MzMzMPG9Aw/UoXI+ybkAUrkfhenxvQEjhehSux29AuB6F61EwcEDXo3A9Cj9wQBSuR+F6NHBA4XoUrkeBcECPwvUoXE9wQPYoXI/CIXBAAAAAAAAUcECamZmZmV1wQHsUrkfhXnBASOF6FK5vcEAzMzMzM1twQD0K16NwQXBAAAAAAABccEDD9ShcjzZwQK5H4XoURm9A4XoUrkd5b0AzMzMzMyNvQBSuR+F69G5A16NwPQp/b0AK16NwPaJvQFyPwvUoPG9AFK5H4Xo0b0CamZmZmbluQPYoXI/C/W1AFK5H4XpcbkApXI/C9QhuQKRwPQrXM25AAAAAAABQbkAzMzMzM2NuQMP1KFyPSm9APQrXo3CFb0C4HoXrUSxwQClcj8L1HHBAH4XrUbhucECF61G4HnFwQMP1KFyPdnBAcT0K16OwcEApXI/C9cBwQOxRuB6F43BAhetRuB5JcUBSuB6F6zVxQEjhehSus3FAuB6F61G8cUAAAAAAAPxxQB+F61G4DnJAhetRuB5FckDD9ShcjzJyQPYoXI/C7XFAUrgehev1cUAAAAAAALxxQLgehetRqHFACtejcD1qcUDXo3A9Cg9yQNejcD0KE3JA7FG4HoUTckCF61G4HmFyQPYoXI/CdXJAcT0K16OockAK16NwPcJyQClcj8L15HJApHA9Cterc0AAAAAAAOBzQKRwPQrXV3NAFK5H4Xpoc0C4HoXrUVhzQOxRuB6FN3NAPQrXo3BNc0DNzMzMzEBzQOF6FK5HPXNApHA9CtcTc0BI4XoUrs9yQHsUrkfhAnNA9ihcj8JVc0DNzMzMzIxzQLgehetR5HNArkfhehTSc0BSuB6F6+lzQOF6FK5HwXNAFK5H4Xrgc0BmZmZmZspzQBSuR+F6QHNAcT0K16Mwc0A9CtejcNlyQAAAAAAAyHJAexSuR+FGc0BI4XoUritzQPYoXI/ClXNASOF6FK5Lc0DNzMzMzKxzQAAAAAAAsHNAUrgehevNc0BmZmZmZnJzQGZmZmZmxnNAZmZmZmbic0DXo3A9CtdzQGZmZmZmAnRAj8L1KFzjc0Bcj8L1KBB0QFyPwvUo/HNAKVyPwvUIdEAfhetRuBp0QHE9CtejBHRA9ihcj8IFdEAAAAAAABR0QPYoXI/CCXRAj8L1KFwjdEAzMzMzM0N0QMP1KFyPUnRAmpmZmZk5dEB7FK5H4Up0QOxRuB6FV3RAcT0K16NUdEDD9Shcjzp0QClcj8L1KHRAhetRuB6ZdEBxPQrXo7R0QAAAAAAA4HRASOF6FK7bdEBSuB6F6wF1QDMzMzMzZ3VACtejcD1adUAfhetRuIZ1QHsUrkfhmnVASOF6FK7HdUBmZmZmZkp1QD0K16NwLXVAexSuR+HKdEDsUbgehWt0QDMzMzMzF3VAZmZmZmZWdUCamZmZmX11QI/C9Shcc3VAmpmZmZkBdUCF61G4HjV1QBSuR+F6kHVAhetRuB6FdUDXo3A9Cnd1QAAAAAAAqHVArkfhehT+dUAzMzMzMzN2QMP1KFyPYnZAcT0K16ModkCamZmZmU12QHsUrkfhcnZAZmZmZmZ+dkCuR+F6FLJ2QM3MzMzMZHZAKVyPwvXodUD2KFyPwil1QFK4HoXraXVArkfhehRudUDD9Shcj8J1QI/C9ShcE3ZAKVyPwvXUdUBSuB6F6wF2QClcj8L1eHZAAAAAAACAdkD2KFyPwjV2QFyPwvUoPHZA7FG4HoUHdkAfhetRuKp1QKRwPQrX/3VAKVyPwvUYdkB7FK5H4ZZ1QFyPwvUooHRACtejcD3qdEAfhetRuKp0QM3MzMzMNHVAMzMzMzNTdUDXo3A9CjN1QOxRuB6Fj3VAcT0K16P4dUDXo3A9Cud1QI/C9Shc73VArkfhehTKdUBcj8L1KMh1QClcj8L1iHVA16NwPQpTdUAK16NwPS51QHE9CtejIHVA4XoUrkchdUApXI/C9fB0QM3MzMzMrHRAZmZmZmbGdECuR+F6FAJ1QB+F61G4xnRAj8L1KFx3dECamZmZmb10QPYoXI/CHXVAw/UoXI9mdUAzMzMzM+t1QFyPwvUoEHZAH4XrUbjmdUBmZmZmZuJ1QAAAAAAArHVArkfhehTidUAUrkfheqR1QDMzMzMzw3VAhetRuB7ZdUAAAAAAAKx1QMP1KFyPqnVAmpmZmZm5dUAzMzMzM9d1QEjhehSus3VAhetRuB6pdUAAAAAAAEh1QM3MzMzM1HRACtejcD0CdUBSuB6F6z11QBSuR+F6SHVA7FG4HoXzdEBmZmZmZuZ0QNejcD0Kw3RAFK5H4XoMdUAAAAAAAPB0QMP1KFyPFnVA4XoUrke9dUBcj8L1KJh1QJqZmZmZoXVA16NwPQp3dUBxPQrXoyB1QHE9CtejwHRApHA9CtfDdECkcD0K17d0QGZmZmZmXnRAmpmZmZlpdEDXo3A9Csd0QAAAAAAAbHRAw/UoXI9SdEBcj8L1KAR0QIXrUbgetXNAzczMzMxUdED2KFyPwil0QEjhehSus3RAmpmZmZlldEBxPQrXo8B0QFyPwvUo9HRAcT0K16PgdEAfhetRuPp0QFyPwvUodHVAexSuR+HWdUBcj8L1KPx1QDMzMzMzU3ZAj8L1KFx7dkAAAAAAACB2QAAAAAAAHHZAuB6F61FgdkC4HoXrUVx2QB+F61G4znZAzczMzMxcd0CamZmZmY13QGZmZmZmLnhAcT0K16M0eEDNzMzMzJR4QAAAAAAA6HhAw/UoXI82eUA9CtejcIl4QIXrUbgefXhASOF6FK5neEAAAAAAAMx4QMP1KFyPTnhAhetRuB6JeEBSuB6F65V3QFK4HoXrWXdAj8L1KFwTdkBcj8L1KGB3QNejcD0Ku3ZAMzMzMzNbd0CkcD0K1493QMP1KFyP9ndASOF6FK7Hd0DXo3A9Csd3QM3MzMzM4HZAFK5H4XpAdkDXo3A9Ckd2QJqZmZmZWXdAexSuR+GCd0DsUbgehVt3QOF6FK5H+XdA7FG4HoVfeECkcD0K1194QOF6FK5HDXhAFK5H4XrQd0DNzMzMzGB3QKRwPQrXu3dAexSuR+H+d0AK16NwPQJ4QEjhehSul3dA16NwPQq/d0BSuB6F6wl4QM3MzMzMVHhAj8L1KFyPeEAAAAAAAAh5QK5H4XoUunlAMzMzMzPXeUAK16NwPcJ5QIXrUbgeHXlAzczMzMxEeUAfhetRuDJ5QFyPwvUo9HhAXI/C9SjQeECF61G4Hml4QIXrUbge1XdAmpmZmZlpd0AAAAAAAEh3QAAAAAAApHdAUrgeheuVd0DNzMzMzBx3QClcj8L1THhAcT0K16MEeUDXo3A9CiN5QHsUrkfhhnlAAAAAAABgekCkcD0K1z96QKRwPQrXY3pAUrgehevpeEApXI/C9bR4QFK4HoXrjXhAuB6F61FceUC4HoXrUdx4QJqZmZmZCXlA16NwPQpLeUAzMzMzM095QBSuR+F6THlAXI/C9SjIeEDD9Shcj9Z4QIXrUbgeMXlApHA9CtcDeUBI4XoUrvt4QEjhehSuY3lAFK5H4Xq0eEDsUbgehRN4QFK4HoXrCXhAXI/C9Si0d0DhehSuR014QLgehetRDHhAw/UoXI+Wd0DXo3A9Cm93QFyPwvUoEHdAXI/C9SiId0CkcD0K1+92QIXrUbgeuXZAUrgeheuBd0AzMzMzM1N3QDMzMzMz43dAexSuR+E+eEAzMzMzM1t4QFyPwvUokHhAMzMzMzNveEA9CtejcFF4QMP1KFyPanhAUrgeheuZeEA9CtejcH14QClcj8L1THhA16NwPQrDd0DXo3A9Cq93QLgehetR0HdAj8L1KFzjd0AzMzMzM794QDMzMzMzx3hAzczMzMzoeEDhehSuRzV5QBSuR+F6aHlACtejcD0qeUBSuB6F61F5QAAAAAAAUHlASOF6FK6zeUDXo3A9Ctd5QBSuR+F6IHpAZmZmZmZmekBI4XoUrlt6QKRwPQrXc3pAzczMzMxoekAK16NwPVZ6QClcj8L1PHpAMzMzMzOLekD2KFyPwtF6QAAAAAAAvHpAzczMzMxEekDD9Shcj7Z6QMP1KFyPRnpAw/UoXI/qe0CuR+F6FMp7QBSuR+F69HtAXI/C9ShQfEBI4XoUrod8QNejcD0Kg3xAUrgehetxfEB7FK5H4bp8QOxRuB6F/3xA4XoUrkdNfUB7FK5H4cp9QB+F61G40n5AH4XrUbjWfkCamZmZmWl/QI/C9Shc139AH4XrUbgaf0CPwvUoXGN/QFK4HoXrYX9AzczMzMwWgEC4HoXrUQiAQIXrUbgeI4BA4XoUrkdTgECuR+F6FG6AQOF6FK5Hu4BA7FG4HoXzgED2KFyPwgOBQD0K16NwCYFA4XoUrkepgECuR+F6FJKAQOxRuB6FlYBAUrgehevvgECPwvUoXAmBQAAAAAAAQIFAzczMzMzAgUBxPQrXo2yCQBSuR+F6TIJAw/UoXI9MgkDNzMzMzMiCQEjhehSu74JAAAAAAADUgkAfhetRuLqCQGZmZmZmoIJApHA9Ctf3gkCkcD0K1zODQClcj8L1TINAexSuR+EOg0BmZmZmZryCQNejcD0KVYNAw/UoXI+qg0AUrkfheoKDQD0K16NwzYNApHA9Ctfhg0DsUbgehaODQJqZmZmZkYNAXI/C9Sh2g0CkcD0K1+mCQNejcD0KIYJAmpmZmZkNg0AfhetRuAKDQOxRuB6FW4JApHA9CtfngUCamZmZmd2BQArXo3A9goFAAAAAAAAQg0CamZmZmf2CQAAAAAAA2IJApHA9Ctc/gkDXo3A9CjGCQKRwPQrXT4JAw/UoXI8ugkAAAAAAAKqBQKRwPQrXy4FAPQrXo3DBgUA9CtejcMmBQFyPwvUo1IFASOF6FK61gUD2KFyPwnGBQI/C9ShcSYFAcT0K16MQgUApXI/C9ZCAQNejcD0Kk4BACtejcD2KgUD2KFyPwmeBQBSuR+F61IFAw/UoXI+qgUC4HoXrUZKBQFyPwvUo4oFAj8L1KFwZgkCkcD0K1w2CQFK4HoXrh4FAuB6F61GigUBxPQrXo5aBQEjhehSu24FA9ihcj8LdgUDD9ShcjyKCQI/C9Shc2YFA4XoUrkcBgkDhehSuR+GBQArXo3A93IFA16NwPQrxgUAK16NwPU6CQOF6FK5HW4JAUrgehetNgkCPwvUoXA2CQM3MzMzMMIJAXI/C9SjWgUAK16NwPeCBQAAAAAAA9IFAZmZmZmbIgUAAAAAAAECCQFyPwvUohIJA4XoUrke7gkDsUbgehQ+DQNejcD0K74JAhetRuB4vg0BI4XoUrgGDQD0K16Nw44JAMzMzMzO3gkD2KFyPwueCQOF6FK5H94JA7FG4HoX3gkCuR+F6FPKCQMP1KFyPMoNAZmZmZmbigkBxPQrXo96CQI/C9Shcx4JA9ihcj8L3gUDXo3A9CveBQOF6FK5HSYJACtejcD2YgkCuR+F6FBaDQBSuR+F69oJAuB6F61H+gkCamZmZmT2DQGZmZmZmdINA4XoUrkdng0B7FK5H4V6DQKRwPQrXZYNAmpmZmZltg0AAAAAAALCDQOxRuB6FvYNAcT0K16O2g0AfhetRuOKDQHsUrkfhQIRAMzMzMzPJhEAUrkfheoCEQClcj8L15oRA16NwPQq1hED2KFyPwrmEQD0K16NwHYVAZmZmZmYWhUD2KFyPwguFQClcj8L1voRAUrgehevJhED2KFyPwheFQKRwPQrX8YRAXI/C9SgihUDsUbgehUOFQFK4HoXrtYRAH4XrUbikhEC4HoXrUe6EQKRwPQrXV4VACtejcD2ahUAK16NwPd6FQOF6FK5H74VAzczMzMzwhUCamZmZmdWFQB+F61G44IVAuB6F61GWhUC4HoXrUQyFQD0K16NwyYRAw/UoXI9KhUDNzMzMzNiEQIXrUbgem4RAFK5H4XqqhECamZmZmfuEQGZmZmZm1oRAH4XrUbhkhECPwvUoXPGDQM3MzMzM3oNA4XoUrkcHhEDNzMzMzKCDQEjhehSurYNArkfhehTWg0C4HoXrUU6EQHsUrkfhJIRAhetRuB7Fg0AfhetRuA6DQArXo3A90IN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"p1036\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1063\",\"attributes\":{\"axis\":{\"id\":\"p1021\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1070\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1064\"}}}]}}],\"callbacks\":{\"type\":\"map\"}}};\n", " const render_items = [{\"docid\":\"b8c849d3-9c63-4f1e-b846-76c08b26a353\",\"roots\":{\"p1004\":\"d02bb321-2f35-420d-ad5c-ae6ad0003681\"},\"root_ids\":[\"p1004\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p1004" } }, "output_type": "display_data" } ], "source": [ "from bokeh.io import output_file, show\n", "\n", "\n", "output_file(\"plot.html\")\n", "show(p)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.11 Kernel", "language": "python", "name": "python311" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.4" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }