diff --git a/notebooks/02.0-mike-RNN_Timeseries_Seq2Seq.ipynb b/notebooks/02.0-mike-RNN_Timeseries_Seq2Seq.ipynb new file mode 100644 index 0000000..7246258 --- /dev/null +++ b/notebooks/02.0-mike-RNN_Timeseries_Seq2Seq.ipynb @@ -0,0 +1,4660 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-10T01:25:12.788851Z", + "start_time": "2020-10-10T01:25:12.783398Z" + } + }, + "source": [ + "# Sequence to Sequence Models for Timeseries Regression\n", + "\n", + "\n", + "In this notebook we are going to tackle a harder problem: \n", + "- predicting the future on a timeseries\n", + "- using an LSTM\n", + "- with rough uncertainty (uncalibrated)\n", + "- outputing sequence of predictions\n", + "\n", + "\n", + "\n", + "\n", + "https://medium.com/@boitemailjeanmid/smart-meters-in-london-part1-description-and-first-insights-jean-michel-d-db97af2de71b\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:02.257143Z", + "start_time": "2020-10-19T05:40:01.849614Z" + } + }, + "outputs": [], + "source": [ + "# OPTIONAL: Load the \"autoreload\" extension so that code can change. But blacklist large modules\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%aimport -pandas\n", + "%aimport -torch\n", + "%aimport -numpy\n", + "%aimport -matplotlib\n", + "%aimport -dask\n", + "%aimport -tqdm\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:03.340735Z", + "start_time": "2020-10-19T05:40:02.261077Z" + } + }, + "outputs": [], + "source": [ + "# Imports\n", + "import torch\n", + "from torch import nn, optim\n", + "from torch.nn import functional as F\n", + "from torch.autograd import Variable\n", + "import torch\n", + "import torch.utils.data\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "plt.rcParams['figure.figsize'] = (12.0, 3.0)\n", + "plt.style.use('ggplot')\n", + "\n", + "from pathlib import Path\n", + "from tqdm.auto import tqdm\n", + "\n", + "import pytorch_lightning as pl" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:03.942301Z", + "start_time": "2020-10-19T05:40:03.345778Z" + } + }, + "outputs": [], + "source": [ + "from seq2seq_time.data.dataset import Seq2SeqDataSet, Seq2SeqDataSets\n", + "from seq2seq_time.predict import predict" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:03.994750Z", + "start_time": "2020-10-19T05:40:03.949146Z" + } + }, + "outputs": [], + "source": [ + "import logging, sys\n", + "# logging.basicConfig(stream=sys.stdout, level=logging.INFO)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-10T01:28:32.492160Z", + "start_time": "2020-10-10T01:28:32.488140Z" + } + }, + "source": [ + "## Parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:04.076823Z", + "start_time": "2020-10-19T05:40:04.000002Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "using cuda\n" + ] + } + ], + "source": [ + "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", + "print(f'using {device}')\n", + "\n", + "columns_target=['energy(kWh/hh)']\n", + "window_past = 48*2\n", + "window_future = 48*2\n", + "batch_size = 256\n", + "num_workers = 5\n", + "freq = '30T'\n", + "max_rows = 2e5" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load data" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:04.144289Z", + "start_time": "2020-10-19T05:40:04.082254Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [], + "source": [ + "\n", + "def get_smartmeter_df(indir=Path('../data/raw/smart-meters-in-london'), max_files=1):\n", + " \"\"\"\n", + " Data loading and cleanding is always messy, so understand this code is optional.\n", + " \"\"\"\n", + " \n", + " # Load csv files\n", + " csv_files = sorted((indir/'halfhourly_dataset').glob('*.csv'))[:max_files]\n", + " \n", + " # concatendate them\n", + " df = pd.concat([pd.read_csv(f, parse_dates=[1], na_values=['Null']) for f in csv_files])\n", + " \n", + " # Add ACORN categories\n", + " df_households = pd.read_csv(indir/'informations_households.csv')\n", + " df_households = df_households[['LCLid', 'stdorToU', 'Acorn_grouped']]\n", + " df = pd.merge(df, df_households, on='LCLid')\n", + " \n", + " \n", + " df = df.sort_values(['tstp', 'LCLid'])\n", + " \n", + " df = df.set_index('tstp')\n", + " \n", + " # Drop nan and 0's\n", + " df = df[df['energy(kWh/hh)']!=0]\n", + " df = df.dropna()\n", + " \n", + " # Add time features \n", + " time = df.index.to_series()\n", + " df[\"month\"] = time.dt.month\n", + " df['day'] = time.dt.day\n", + " df['week'] = time.dt.week\n", + " df['hour'] = time.dt.hour\n", + " df['minute'] = time.dt.minute\n", + " df['dayofweek'] = time.dt.dayofweek\n", + " \n", + " # Load weather data\n", + " df_weather = pd.read_csv(indir/'weather_hourly_darksky.csv', parse_dates=[3])\n", + " use_cols = ['visibility', 'windBearing', 'temperature', 'time', 'dewPoint',\n", + " 'pressure', 'apparentTemperature', 'windSpeed', \n", + " 'humidity']\n", + " df_weather = df_weather[use_cols].set_index('time')\n", + " df_weather = df_weather.resample(freq).first().ffill() # Resample to match energy data \n", + " \n", + " # Join weather and energy data\n", + " df = pd.merge(df, df_weather, how='inner', left_index=True, right_index=True, sort=True)\n", + " \n", + " # Holidays\n", + " df_hols = pd.read_csv(indir/'uk_bank_holidays.csv', parse_dates=[0])\n", + " holidays = set(df_hols['Bank holidays'].dt.round('D')) \n", + " def is_holiday(dt):\n", + " return dt in holidays\n", + " days = df.index.floor('D')\n", + " holiday_mapping = days.unique().to_series().apply(is_holiday).astype(int).to_dict()\n", + " df['holiday'] = days.to_series().map(holiday_mapping).values\n", + " \n", + " # sort\n", + " df = df.reset_index().sort_values(['LCLid', 'index']).set_index('index')\n", + " df.index.name = 'Date'\n", + " \n", + " return df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Our dataset is the london smartmeter data. But at half hour intervals" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:09.431159Z", + "start_time": "2020-10-19T05:40:04.149479Z" + }, + "lines_to_next_cell": 0, + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/wassname/anaconda/envs/seq2seq-time/lib/python3.7/site-packages/ipykernel_launcher.py:30: FutureWarning: Series.dt.weekofyear and Series.dt.week have been deprecated. Please use Series.dt.isocalendar().week instead.\n" + ] + }, + { + "data": { + "text/plain": [ + "MAC004387 34239\n", + "MAC004431 33999\n", + "MAC004179 31083\n", + "MAC004319 30893\n", + "MAC004247 30831\n", + "MAC005492 26479\n", + "MAC004034 12476\n", + "Name: LCLid, dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = get_smartmeter_df()\n", + "\n", + "# # Just get the first one for now\n", + "# dfs = list(dfs)\n", + "\n", + "# # df = df.resample(freq).first().dropna() # Where empty we will backfill, this will respect causality, and mostly maintain the mean\n", + "\n", + "df = df.tail(int(max_rows)).copy() # Just use last X rows\n", + "# df = pd.concat(dfs[:6], 0)\n", + "# # df = dfs[0]\n", + "df.LCLid.value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T01:00:04.600Z" + }, + "lines_to_next_cell": 2 + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plot/explore" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:09.530210Z", + "start_time": "2020-10-19T05:40:09.438555Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " LCLid energy(kWh/hh) stdorToU Acorn_grouped month \\\n", + "Date \n", + "2013-01-01 12:30:00 MAC004034 0.167 Std Affluent 1 \n", + "2013-01-01 13:00:00 MAC004034 0.185 Std Affluent 1 \n", + "2013-01-01 13:30:00 MAC004034 0.180 Std Affluent 1 \n", + "2013-01-01 14:00:00 MAC004034 0.158 Std Affluent 1 \n", + "2013-01-01 14:30:00 MAC004034 0.200 Std Affluent 1 \n", + "... ... ... ... ... ... \n", + "2014-02-27 22:00:00 MAC005492 0.182 ToU ACORN- 2 \n", + "2014-02-27 22:30:00 MAC005492 0.122 ToU ACORN- 2 \n", + "2014-02-27 23:00:00 MAC005492 0.140 ToU ACORN- 2 \n", + "2014-02-27 23:30:00 MAC005492 0.192 ToU ACORN- 2 \n", + "2014-02-28 00:00:00 MAC005492 0.088 ToU ACORN- 2 \n", + "\n", + " day week hour minute dayofweek visibility \\\n", + "Date \n", + "2013-01-01 12:30:00 1 1 12 30 1 13.23 \n", + "2013-01-01 13:00:00 1 1 13 0 1 13.16 \n", + "2013-01-01 13:30:00 1 1 13 30 1 13.16 \n", + "2013-01-01 14:00:00 1 1 14 0 1 13.23 \n", + "2013-01-01 14:30:00 1 1 14 30 1 13.23 \n", + "... ... ... ... ... ... ... \n", + "2014-02-27 22:00:00 27 9 22 0 3 14.00 \n", + "2014-02-27 22:30:00 27 9 22 30 3 14.00 \n", + "2014-02-27 23:00:00 27 9 23 0 3 14.03 \n", + "2014-02-27 23:30:00 27 9 23 30 3 14.03 \n", + "2014-02-28 00:00:00 28 9 0 0 4 12.63 \n", + "\n", + " windBearing temperature dewPoint pressure \\\n", + "Date \n", + "2013-01-01 12:30:00 256.0 4.01 2.08 1017.77 \n", + "2013-01-01 13:00:00 251.0 3.94 2.13 1018.37 \n", + "2013-01-01 13:30:00 251.0 3.94 2.13 1018.37 \n", + "2013-01-01 14:00:00 246.0 3.37 2.03 1019.14 \n", + "2013-01-01 14:30:00 246.0 3.37 2.03 1019.14 \n", + "... ... ... ... ... \n", + "2014-02-27 22:00:00 216.0 4.10 1.64 1005.67 \n", + "2014-02-27 22:30:00 216.0 4.10 1.64 1005.67 \n", + "2014-02-27 23:00:00 200.0 3.93 1.61 1004.62 \n", + "2014-02-27 23:30:00 200.0 3.93 1.61 1004.62 \n", + "2014-02-28 00:00:00 190.0 3.81 1.53 1003.57 \n", + "\n", + " apparentTemperature windSpeed humidity holiday \n", + "Date \n", + "2013-01-01 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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() {\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", + " if (window.requirejs) {\n", + " require([], function() {\n", + " run_callbacks();\n", + " })\n", + " } else {\n", + " var skip = [];\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", + " }\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 css_urls = [];\n", + "\n", + " var inline_js = [\n", + " function(Bokeh) {\n", + " inject_raw_css(\".panel-widget-box {\\n\\tmin-height: 20px;\\n\\tbackground-color: #f5f5f5;\\n\\tborder: 1px solid #e3e3e3 !important;\\n\\tborder-radius: 4px;\\n\\t-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n\\tbox-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n\\toverflow-x: hidden;\\n\\toverflow-y: hidden;\\n}\\n\\n.scrollable {\\n overflow: scroll;\\n}\\n\\nprogress {\\n\\tappearance: none;\\n\\t-moz-appearance: none;\\n\\t-webkit-appearance: none;\\n\\n\\tborder: none;\\n\\theight: 20px;\\n\\tbackground-color: whiteSmoke;\\n\\tborder-radius: 3px;\\n\\tbox-shadow: 0 2px 3px rgba(0,0,0,.5) inset;\\n\\tcolor: royalblue;\\n\\tposition: relative;\\n\\tmargin: 0 0 1.5em;\\n}\\n\\nprogress[value]::-webkit-progress-bar {\\n\\tbackground-color: whiteSmoke;\\n\\tborder-radius: 3px;\\n\\tbox-shadow: 0 2px 3px rgba(0,0,0,.5) inset;\\n}\\n\\nprogress[value]::-webkit-progress-value {\\n\\tposition: relative;\\n\\n\\tbackground-size: 35px 20px, 100% 100%, 100% 100%;\\n\\tborder-radius:3px;\\n}\\n\\nprogress.active:not([value])::before {\\n\\tbackground-position: 10%;\\n\\tanimation-name: stripes;\\n\\tanimation-duration: 3s;\\n\\tanimation-timing-function: linear;\\n\\tanimation-iteration-count: infinite;\\n}\\n\\nprogress[value]::-moz-progress-bar {\\n\\tbackground-size: 35px 20px, 100% 100%, 100% 100%;\\n\\tborder-radius:3px;\\n}\\n\\nprogress:not([value])::-moz-progress-bar {\\n\\tborder-radius:3px;\\n\\tbackground:\\n\\tlinear-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\\nprogress.active:not([value])::-moz-progress-bar {\\n\\tbackground-position: 10%;\\n\\tanimation-name: stripes;\\n\\tanimation-duration: 3s;\\n\\tanimation-timing-function: linear;\\n\\tanimation-iteration-count: infinite;\\n}\\n\\nprogress.active:not([value])::-webkit-progress-bar {\\n\\tbackground-position: 10%;\\n\\tanimation-name: stripes;\\n\\tanimation-duration: 3s;\\n\\tanimation-timing-function: linear;\\n\\tanimation-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\\tborder-radius: 3px;\\n\\tbackground:\\n\\tlinear-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\\tcontent:\\\" \\\";\\n\\tposition:absolute;\\n\\theight: 20px;\\n\\ttop:0;\\n\\tleft:0;\\n\\tright:0;\\n\\tbottom:0;\\n\\tborder-radius: 3px;\\n\\tbackground:\\n\\tlinear-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", + " },\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(\"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(\".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; font-style: italic } /* Comment.Multiline */\\n.codehilite .cp { color: #BC7A00 } /* Comment.Preproc */\\n.codehilite .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */\\n.codehilite .c1 { color: #408080; font-style: italic } /* Comment.Single */\\n.codehilite .cs { color: #408080; font-style: italic } /* Comment.Special */\\n.codehilite .gd { color: #A00000 } /* Generic.Deleted */\\n.codehilite .ge { font-style: italic } /* Generic.Emph */\\n.codehilite .gr { color: #FF0000 } /* Generic.Error */\\n.codehilite .gh { color: #000080; font-weight: bold } /* Generic.Heading */\\n.codehilite .gi { color: #00A000 } /* Generic.Inserted */\\n.codehilite .go { color: #888888 } /* Generic.Output */\\n.codehilite .gp { color: #000080; font-weight: bold } /* Generic.Prompt */\\n.codehilite .gs { font-weight: bold } /* Generic.Strong */\\n.codehilite .gu { color: #800080; font-weight: bold } /* Generic.Subheading */\\n.codehilite .gt { color: #0044DD } /* Generic.Traceback */\\n.codehilite .kc { color: #008000; font-weight: bold } /* Keyword.Constant */\\n.codehilite .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */\\n.codehilite .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */\\n.codehilite .kp { color: #008000 } /* Keyword.Pseudo */\\n.codehilite .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */\\n.codehilite .kt { color: #B00040 } /* Keyword.Type */\\n.codehilite .m { color: #666666 } /* Literal.Number */\\n.codehilite .s { color: #BA2121 } /* Literal.String */\\n.codehilite .na { color: #7D9029 } /* Name.Attribute */\\n.codehilite .nb { color: #008000 } /* Name.Builtin */\\n.codehilite .nc { color: #0000FF; font-weight: bold } /* Name.Class */\\n.codehilite .no { color: #880000 } /* Name.Constant */\\n.codehilite .nd { color: #AA22FF } /* Name.Decorator */\\n.codehilite .ni { color: #999999; font-weight: bold } /* Name.Entity */\\n.codehilite .ne { color: #D2413A; font-weight: bold } /* Name.Exception */\\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 } /* Literal.String.Delimiter */\\n.codehilite .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */\\n.codehilite .s2 { color: #BA2121 } /* Literal.String.Double */\\n.codehilite .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */\\n.codehilite .sh { color: #BA2121 } /* Literal.String.Heredoc */\\n.codehilite .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */\\n.codehilite .sx { color: #008000 } /* Literal.String.Other */\\n.codehilite .sr { color: #BB6688 } /* Literal.String.Regex */\\n.codehilite .s1 { color: #BA2121 } /* Literal.String.Single */\\n.codehilite .ss { color: #19177C } /* Literal.String.Symbol */\\n.codehilite .bp { color: #008000 } /* Name.Builtin.Pseudo */\\n.codehilite .fm { color: #0000FF } /* Name.Function.Magic */\\n.codehilite .vc { color: #19177C } /* Name.Variable.Class */\\n.codehilite .vg { color: #19177C } /* Name.Variable.Global */\\n.codehilite .vi { color: #19177C } /* Name.Variable.Instance */\\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", + " /* BEGIN bokeh.min.js */\n", + " /*!\n", + " * Copyright (c) 2012 - 2020, 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", + " var prefix = \"@bokehjs/\"\n", + " if (name.slice(0, prefix.length) === prefix)\n", + " name = name.slice(prefix.length)\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", + " modules[id].call(mod.exports, require, mod, mod.exports);\n", + " } else\n", + " cache[name] = mod;\n", + " }\n", + "\n", + " return mod.exports;\n", + " }\n", + " require.resolve = function(name) {\n", + " return \"\"\n", + " }\n", + "\n", + " var main = require(entry);\n", + " main.require = require;\n", + "\n", + " if (typeof Proxy !== \"undefined\") {\n", + " // allow Bokeh.loader[\"@bokehjs/module/name\"] syntax\n", + " main.loader = new Proxy({}, {\n", + " get: function(_obj, module) {\n", + " return require(module);\n", + " }\n", + " });\n", + " }\n", + "\n", + " main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {\n", + " if (plugin_aliases === undefined) plugin_aliases = {};\n", + " if (plugin_externals === undefined) plugin_externals = {};\n", + "\n", + " for (var name in plugin_modules) {\n", + " modules[name] = plugin_modules[name];\n", + " }\n", + "\n", + " for (var name in plugin_aliases) {\n", + " aliases[name] = plugin_aliases[name];\n", + " }\n", + "\n", + " for (var name in plugin_externals) {\n", + " externals[name] = plugin_externals[name];\n", + " }\n", + "\n", + " var plugin = require(plugin_entry);\n", + "\n", + " for (var name in plugin) {\n", + " main[name] = plugin[name];\n", + " }\n", + "\n", + " return plugin;\n", + " }\n", + "\n", + " return main;\n", + " })\n", + " ([\n", + " function _(e,t,_){Object.defineProperty(_,\"__esModule\",{value:!0});e(1).__exportStar(e(2),_)},\n", + " function _(t,e,n){\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", + " ***************************************************************************** */\n", + " Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){return(r=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n])})(t,e)};function o(t){var e=\"function\"==typeof Symbol&&Symbol.iterator,n=e&&t[e],r=0;if(n)return n.call(t);if(t&&\"number\"==typeof t.length)return{next:function(){return t&&r>=t.length&&(t=void 0),{value:t&&t[r++],done:!t}}};throw new TypeError(e?\"Object is not iterable.\":\"Symbol.iterator is not defined.\")}function 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_(e,t,_){Object.defineProperty(_,\"__esModule\",{value:!0});const o=e(1);o.__exportStar(e(6),_),o.__exportStar(e(121),_)},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const o=e(1),n=e(7),r=e(3),i=e(19),_=e(313),a=e(14),l=e(15),c=e(17),h=e(31),d=e(9),f=e(13),u=o.__importStar(e(120)),m=e(25),g=e(8),p=e(272),w=e(85),v=e(81),b=e(121);class y{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new b.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=y,y.__name__=\"EventManager\",s.documents=[],s.DEFAULT_TITLE=\"Bokeh Application\";class j{constructor(){s.documents.push(this),this._init_timestamp=Date.now(),this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new 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_.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=d.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(){i.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=u.union(e,t.references());const t=new Set(this._all_models.values()),s=u.difference(t,e),o=u.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(i.logger.debug(\"Adding root: \"+e),!d.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 b.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 b.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new b.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 v.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 b.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new b.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _references_json(e,t=!0){const s=[];for(const o of e){const e=o.struct();e.attributes=o.attributes_as_json(t),delete e.attributes.id,s.push(e)}return s}static _instantiate_object(e,t,s){const o=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(n.Models(t))(o)}static _instantiate_references_json(e,t){const s=new Map;for(const o of e){const e=o.id,n=o.type,r=o.attributes||{};let i=t.get(e);null==i&&(i=j._instantiate_object(e,n,r),null!=o.subtype&&i.set_subtype(o.subtype)),s.set(i.id,i)}return s}static _resolve_refs(e,t,s,o){function n(e){if(c.is_ref(e)){if(t.has(e.id))return t.get(e.id);if(s.has(e.id))return s.get(e.id);throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}return h.is_NDArray_ref(e)?h.decode_NDArray(e,o):g.isArray(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):g.isPlainObject(e)?function(e){const t={};for(const[s,o]of f.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),_=e?s.get(r):t.get(r),a=j._resolve_refs(i,t,s,o);_.setv(a,{silent:!0}),n.set(r,{instance:_,is_new:e})}const r=[],i=new Set;function _(e){if(e instanceof a.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 f.values(o))_(e);s&&(t.finalize(),r.push(t))}}else if(g.isArray(e))for(const t of e)_(t);else if(g.isPlainObject(e))for(const t of f.values(e))_(t)}for(const e of n.values())_(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 a.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),_=d.difference(n,r),a=d.difference(r,n),l=d.intersection(n,r),c=[];for(const e of _)i.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of a){const r=t.attributes[n];c.push(j._event_for_attribute_change(e,n,r,s,o))}for(const n of l){const r=e.attributes[n],i=t.attributes[n];null==r&&null==i||(null==r||null==i?c.push(j._event_for_attribute_change(e,n,i,s,o)):m.isEqual(r,i)||c.push(j._event_for_attribute_change(e,n,i,s,o)))}return c.filter(e=>null!=e)}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),r=new Map,i=[];for(const t of e.roots.root_ids)r.set(t,n.get(t)),i.push(t);const _=o(s),a=new Map,l=[];for(const e of s.roots.root_ids)a.set(e,_.get(e)),l.push(e);if(i.sort(),l.sort(),d.difference(i,l).length>0||d.difference(l,i).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=j._events_to_sync_objects(n.get(e),_.get(e),t,c);h=h.concat(s)}return{references:j._references_json(c,!1),events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=this._roots.map(e=>e.id),s=this._all_models.values();return{version:r.version,title:this._title,roots:{root_ids:t,references:j._references_json(s,e)}}}static from_json_string(e){const t=JSON.parse(e);return j.from_json(t)}static from_json(e){i.logger.debug(\"Creating Document from JSON\");const t=e.version,s=-1!==t.indexOf(\"+\")||-1!==t.indexOf(\"-\"),o=`Library versions: JS (${r.version}) / Python (${t})`;s||r.version.replace(/-(dev|rc)\\./,\"$1\")==t?i.logger.debug(o):(i.logger.warn(\"JS/Python version mismatch\"),i.logger.warn(o));const n=e.roots,_=n.root_ids,a=n.references,l=j._instantiate_references_json(a,new Map);j._initialize_references_json(a,new Map,l,new Map);const c=new j;for(const e of _){const t=l.get(e);null!=t&&c.add_root(t)}return 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numbers\")}Object.defineProperty(n,\"__esModule\",{value:!0}),n.default=function(e){t(e.x),t(e.y)}},\n", + " function _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const n=e(1),r=e(71),s=n.__importStar(e(74)),_=n.__importStar(e(18)),a=e(81),o=e(82);class l extends r.View{get coordinates(){return this._coordinates}initialize(){super.initialize(),this.visuals=new s.Visuals(this.model),this.needs_webgl_blit=!1,this._initialize_coordinates()}connect_signals(){super.connect_signals();const{x_range_name:e,y_range_name:i}=this.model.properties;this.on_change([e,i],()=>this._initialize_coordinates())}_initialize_coordinates(){const{x_range_name:e,y_range_name:i}=this.model,{frame:t}=this.plot_view,n=t.x_scales.get(e),r=t.y_scales.get(i);this._coordinates=new o.CoordinateTransform(n,r)}get plot_view(){return this.parent}get plot_model(){return this.parent.model}get layer(){const{overlays:e,primary:i}=this.plot_view.canvas_view;return\"overlay\"==this.model.level?e:i}request_render(){this.plot_view.request_render()}notify_finished(){this.plot_view.notify_finished()}get needs_clip(){return!1}get has_webgl(){return!1}render(){this.model.visible&&this._render(),this._has_finished=!0}}t.RendererView=l,l.__name__=\"RendererView\";class d extends a.Model{constructor(e){super(e)}static init_Renderer(){this.define({level:[_.RenderLevel],visible:[_.Boolean,!0],x_range_name:[_.String,\"default\"],y_range_name:[_.String,\"default\"]})}}t.Renderer=d,d.__name__=\"Renderer\",d.init_Renderer()},\n", + " function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=t(1),r=t(15),n=t(72),o=t(8),h=i.__importDefault(t(73));class a{constructor(t){if(this.removed=new r.Signal0(this,\"removed\"),this._ready=Promise.resolve(void 0),null==t.model)throw new Error(\"model of a view wasn't configured\");this.model=t.model,this._parent=t.parent}get ready(){return this._ready}connect(t,e){return t.connect((t,s)=>{const i=Promise.resolve(e.call(this,t,s));this._ready=this._ready.then(()=>i)},this)}disconnect(t,e){return t.disconnect(e,this)}initialize(){this._has_finished=!1,this.is_root&&(this._stylesheet=n.stylesheet);for(const t of this.styles())this.stylesheet.append(t)}async lazy_initialize(){}remove(){this._parent=void 0,this.disconnect_signals(),this.removed.emit()}toString(){return`${this.model.type}View(${this.model.id})`}serializable_state(){return{type:this.model.type}}get parent(){if(void 0!==this._parent)return this._parent;throw new Error(\"parent of a view wasn't configured\")}get is_root(){return null===this.parent}get root(){return this.is_root?this:this.parent.root}assert_root(){if(!this.is_root)throw new Error(this.toString()+\" is not a root layout\")}has_finished(){return this._has_finished}get is_idle(){return this.has_finished()}connect_signals(){}disconnect_signals(){r.Signal.disconnectReceiver(this)}on_change(t,e){for(const s of o.isArray(t)?t:[t])this.connect(s.change,e)}cursor(t,e){return null}get stylesheet(){return this.is_root?this._stylesheet:this.root.stylesheet}styles(){return[h.default]}}s.View=a,a.__name__=\"View\"},\n", + " function _(t,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});const i=t(8),o=t(13),s=t=>(e={},...n)=>{const s=document.createElement(t);s.classList.add(\"bk\");for(let[t,n]of o.entries(e))if(null!=n&&(!i.isBoolean(n)||n))if(\"class\"===t&&(i.isString(n)&&(n=n.split(/\\s+/)),i.isArray(n)))for(const t of n)null!=t&&s.classList.add(t);else if(\"style\"===t&&i.isPlainObject(n))for(const[t,e]of o.entries(n))s.style[t]=e;else if(\"data\"===t&&i.isPlainObject(n))for(const[t,e]of o.entries(n))s.dataset[t]=e;else s.setAttribute(t,n);function l(t){if(i.isString(t))s.appendChild(document.createTextNode(t));else if(t instanceof Node)s.appendChild(t);else if(t 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s=.1*a,l=h+t*s*Math.cos(s),c=h+t*s*Math.sin(s);e.lineTo(l,c)}e.stroke();break}case\"right_diagonal_line\":e.moveTo(.5-p,r),e.lineTo(p+.5,0),e.stroke(),e.moveTo(p+.5,r),e.lineTo(3*p+.5,0),e.stroke(),e.moveTo(3*p+.5,r),e.lineTo(5*p+.5,0),e.stroke(),e.stroke();break;case\"left_diagonal_line\":e.moveTo(p+.5,r),e.lineTo(.5-p,0),e.stroke(),e.moveTo(3*p+.5,r),e.lineTo(p+.5,0),e.stroke(),e.moveTo(5*p+.5,r),e.lineTo(3*p+.5,0),e.stroke(),e.stroke();break;case\"diagonal_cross\":v(e,r);break;case\"right_diagonal_dash\":e.moveTo(p+.5,3*p+.5),e.lineTo(3*p+.5,p+.5),e.stroke();break;case\"left_diagonal_dash\":e.moveTo(p+.5,p+.5),e.lineTo(3*p+.5,3*p+.5),e.stroke();break;case\"horizontal_wave\":e.moveTo(0,p),e.lineTo(h,3*p),e.lineTo(r,p),e.stroke();break;case\"vertical_wave\":e.moveTo(p,0),e.lineTo(3*p,h),e.lineTo(p,r),e.stroke();break;case\"criss_cross\":v(e,r),_(e,r,h),u(e,r,h)}}(p.ctx,c,e,s,l,i),t.createPattern(p.canvas,\"repeat\")}}else s=super.cache_select(e,t);return 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${e}`}v_font_value(e){super.cache_select(\"text_font_style\",e),super.cache_select(\"text_font_size\",e),super.cache_select(\"text_font\",e);const{text_font_style:t,text_font_size:a,text_font:s}=this.cache;return`${t} ${a} ${s}`}cache_select(e,t){let a;return\"font\"==e?this.cache.font=a=this.v_font_value(t):a=super.cache_select(e,t),a}set_value(e){const t=this.text_color.value(),a=this.text_alpha.value();e.fillStyle=n(t,a),e.font=this.font_value(),e.textAlign=this.text_align.value(),e.textBaseline=this.text_baseline.value()}get doit(){return!(null===this.text_color.spec.value||0==this.text_alpha.spec.value)}_set_vectorize(e,t){const a=this.cache_select(\"text_color\",t),s=this.cache_select(\"text_alpha\",t),l=this.cache_select(\"font\",t),c=this.cache_select(\"text_align\",t),i=this.cache_select(\"text_baseline\",t);e.fillStyle=n(a,s),e.font=l,e.textAlign=c,e.textBaseline=i}}a.Text=x,x.__name__=\"Text\",x.prototype.attrs=Object.keys(l.TextVector);class b{constructor(e){for(const t of 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t=/^\\s*(?=(?:(?:[-a-z]+\\s*){0,2}(italic|oblique))?)(?=(?:(?:[-a-z]+\\s*){0,2}(small-caps))?)(?=(?:(?:[-a-z]+\\s*){0,2}(bold(?:er)?|lighter|[1-9]00))?)(?:(?:normal|\\1|\\2|\\3)\\s*){0,3}((?:xx?-)?(?:small|large)|medium|smaller|larger|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx]))(?:\\s*\\/\\s*(normal|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx])))?\\s*([-,\\'\\\"\\sa-z0-9]+?)\\s*$/i.exec(this.font),e={style:t[1]||\"normal\",size:t[4]||\"10px\",family:t[6]||\"sans-serif\",weight:t[3]||\"normal\",decoration:t[2]||\"normal\"};return\"underline\"===this.__fontUnderline&&(e.decoration=\"underline\"),null!=this.__fontHref&&(e.href=this.__fontHref),e}__wrapTextLink(t,e){if(t.href){const i=this.__createElement(\"a\");return i.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",t.href),i.appendChild(e),i}return e}__applyText(t,e,i,s){const 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p=i,d=i,[m,f]=this._transform.apply(a,o);this.__addPathCommand(m,f,`A ${p} ${d} 0 ${_} ${c} ${m} ${f}`)}clip(){const t=this.__createElement(\"clipPath\"),e=a(this.__ids);this.__applyCurrentDefaultPath(),t.setAttribute(\"id\",e),t.appendChild(this.__currentElement),this.__defs.appendChild(t),this._clip_path=`url(#${e})`}drawImage(t,...e){let i,s,n,r,a,o,l,h;if(2==e.length){if([i,s]=e,!isFinite(i+s))return;a=0,o=0,l=t.width,h=t.height,n=l,r=h}else if(4==e.length){if([i,s,n,r]=e,!isFinite(i+s+n+r))return;a=0,o=0,l=t.width,h=t.height}else{if(8!==e.length)throw new Error(\"Inavlid number of arguments passed to drawImage: \"+arguments.length);if([a,o,l,h,i,s,n,r]=e,!isFinite(a+o+l+h+i+s+n+r))return}const c=this.__root,_=\"translate(\"+i+\", \"+s+\")\",u=this._transform.clone().translate(i,s);if(t instanceof p||t instanceof SVGSVGElement){const e=(t instanceof SVGSVGElement?t:t.get_svg()).cloneNode(!0);let i;u.is_identity?i=c:(i=this.__createElement(\"g\"),this._apply_transform(i,u),c.appendChild(i));for(const t of[...e.childNodes])if(t instanceof SVGDefsElement){for(const e of[...t.childNodes])if(e instanceof Element){const t=e.getAttribute(\"id\");this.__ids[t]=t,this.__defs.appendChild(e)}}else i.appendChild(t)}else if(t instanceof HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement(\"image\");if(e.setAttribute(\"width\",\"\"+n),e.setAttribute(\"height\",\"\"+r),e.setAttribute(\"preserveAspectRatio\",\"none\"),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement(\"canvas\");e.width=n,e.height=r;e.getContext(\"2d\").drawImage(t,a,o,l,h,0,0,n,r),t=e}e.setAttribute(\"transform\",_);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute(\"src\");e.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",i),c.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement(\"image\");e.setAttribute(\"width\",\"\"+n),e.setAttribute(\"height\",\"\"+r),e.setAttribute(\"preserveAspectRatio\",\"none\");const 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,e.setAttribute(\"transform\",_),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=a(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 p){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 u(i,this)}setLineDash(t){t&&t.length>0?this.lineDash=t.join(\",\"):this.lineDash=null}_to_number(t){return n.isNumber(t)?t:t.baseVal.value}}i.SVGRenderingContext2D=p,p.__name__=\"SVGRenderingContext2D\"},\n", + " function _(t,s,r){Object.defineProperty(r,\"__esModule\",{value:!0});const{sin:e,cos:n}=Math;class i{constructor(t=1,s=0,r=0,e=1,n=0,i=0){this.a=t,this.b=s,this.c=r,this.d=e,this.e=n,this.f=i}toString(){const{a:t,b:s,c:r,d:e,e:n,f:i}=this;return`matrix(${t}, ${s}, ${r}, ${e}, ${n}, ${i})`}clone(){const{a:t,b:s,c:r,d:e,e:n,f:a}=this;return new i(t,s,r,e,n,a)}get is_identity(){const{a:t,b:s,c:r,d:e,e:n,f:i}=this;return 1==t&&0==s&&0==r&&1==e&&0==n&&0==i}apply(t,s){const{a:r,b:e,c:n,d:i,e:a,f:h}=this;return[r*t+n*s+a,e*t+i*s+h]}iv_apply(t,s){const{a:r,b:e,c:n,d:i,e:a,f:h}=this,c=t.length;for(let o=0;o{const e=document.createElement(\"canvas\"),t=e.getContext(\"webgl\",{premultipliedAlpha:!0});return null!=t?{canvas:e,gl:t}:void l.logger.trace(\"WebGL is not supported\")})(),v={position:\"absolute\",top:\"0\",left:\"0\",width:\"100%\",height:\"100%\"};class b{constructor(e,t){switch(this.backend=e,this.hidpi=t,this.pixel_ratio=1,this.bbox=new c.BBox,e){case\"webgl\":case\"canvas\":{this._el=this._canvas=r.canvas({style:v});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 d.SVGRenderingContext2D;this._ctx=e,this._canvas=e.get_svg(),this._el=r.div({style:v},this._canvas);break}}_.fixup_ctx(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(e,t){this.bbox=new c.BBox({left:0,top:0,width:e,height:t});const i=this._ctx instanceof d.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:s}=this.bbox;this.ctx.clearRect(e,t,i,s)}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=b,b.__name__=\"CanvasLayer\";class g extends n.DOMView{constructor(){super(...arguments),this.bbox=new c.BBox}initialize(){super.initialize();const{output_backend:e,hidpi:t}=this.model;\"webgl\"==e&&(this.webgl=p),this.underlays_el=r.div({style:v}),this.primary=new b(e,t),this.overlays=new b(e,t),this.overlays_el=r.div({style:v}),this.events_el=r.div({class:\"bk-canvas-events\",style:v});const i=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];h.extend(this.el.style,v),r.append(this.el,...i),l.logger.debug(\"CanvasView initialized\")}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 c.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:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const{gl:a}=t;a.enable(a.SCISSOR_TEST);const[n,l,o,r]=e,{xview:h,yview:c}=this.bbox,_=h.compute(n),d=c.compute(l+r),p=this.pixel_ratio;a.scissor(p*_,p*d,p*o,p*r),a.enable(a.BLEND),a.blendFuncSeparate(a.SRC_ALPHA,a.ONE_MINUS_SRC_ALPHA,a.ONE_MINUS_DST_ALPHA,a.ONE)}}clear_webgl(){const{webgl:e}=this;if(null!=e){const{gl:t,canvas:i}=e;t.viewport(0,0,i.width,i.height),t.clearColor(0,0,0,0),t.clear(t.COLOR_BUFFER_BIT||t.DEPTH_BUFFER_BIT)}}blit_webgl(e){const{webgl:t}=this;if(null!=t&&(l.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)}}compose(){const{output_backend:e,hidpi:t}=this.model,{width:i,height:s}=this.bbox,a=new b(e,t);return a.resize(i,s),a.ctx.drawImage(this.primary.canvas,0,0),a.ctx.drawImage(this.overlays.canvas,0,0),a}to_blob(){return this.compose().to_blob()}}i.CanvasView=g,g.__name__=\"CanvasView\";class x extends a.HasProps{constructor(e){super(e)}static init_Canvas(){this.prototype.default_view=g,this.internal({hidpi:[o.Boolean,!0],output_backend:[o.OutputBackend,\"canvas\"]})}}i.Canvas=x,x.__name__=\"Canvas\",x.init_Canvas()},\n", + " function _(e,s,t){Object.defineProperty(t,\"__esModule\",{value:!0});const i=e(71),r=e(72);class n extends i.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){r.remove(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render()}_createElement(){return r.createElement(this.tagName,{class:this.css_classes()})}}t.DOMView=n,n.__name__=\"DOMView\",n.prototype.tagName=\"div\"},\n", + " function _(t,i,e){Object.defineProperty(e,\"__esModule\",{value:!0});const h=t(24),{min:r,max:s}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:r(t.x0,i.x0),x1:s(t.x1,i.x1),y0:r(t.y0,i.y0),y1:s(t.y1,i.y1)}};class n{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if(\"x0\"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if(\"x\"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=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}}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 rect(){return{x0:this.x0,y0:this.y0,x1:this.x1,y1:this.y1}}get box(){return{x:this.x,y:this.y,width:this.width,height:this.height}}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}relativize(){const{width:t,height:i}=this;return new n({x:0,y:0,width:t,height:i})}contains(t,i){return t>=this.x0&&t<=this.x1&&i>=this.y0&&i<=this.y1}clip(t,i){return tthis.x1&&(t=this.x1),ithis.y1&&(i=this.y1),[t,i]}union(t){return new n({x0:r(this.x0,t.x0),y0:r(this.y0,t.y0),x1:s(this.x1,t.x1),y1:s(this.y1,t.y1)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new h.NumberArray(t.length),e=this.left;for(let h=0;hthis.bottom-t,v_compute:t=>{const i=new h.NumberArray(t.length),e=this.bottom;for(let h=0;he.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.measureText&&null==e.html5MeasureText&&(e.html5MeasureText=e.measureText,e.measureText=t=>{const n=e.html5MeasureText(t);return n.ascent=1.6*e.html5MeasureText(\"m\").width,n})}(e),function(e){e.ellipse||(e.ellipse=function(t,n,o,a,i,l,m,r=!1){const u=.551784;e.translate(t,n),e.rotate(i);let s=o,g=a;r&&(s=-o,g=-a),e.moveTo(-s,0),e.bezierCurveTo(-s,g*u,-s*u,g,0,g),e.bezierCurveTo(s*u,g,s,g*u,s,0),e.bezierCurveTo(s,-g*u,s*u,-g,0,-g),e.bezierCurveTo(-s*u,-g,-s,-g*u,-s,0),e.rotate(-i),e.translate(-t,-n)})}(e)}},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=e(1),c=e(14),i=n.__importStar(e(18)),a=e(8),r=e(13),o=e(19);class l extends c.HasProps{constructor(e){super(e)}static init_Model(){this.define({tags:[i.Array,[]],name:[i.String],js_property_callbacks:[i.Any,{}],js_event_callbacks:[i.Any,{}],subscribed_events:[i.Array,[]]})}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){for(const t of this.js_event_callbacks[e.event_name]||[])t.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):o.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(a.isString(e))return[...this.references()].filter(t=>t instanceof l&&t.name===e);if(e.prototype instanceof c.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=l,l.__name__=\"Model\",l.init_Model()},\n", + " function _(e,s,_){Object.defineProperty(_,\"__esModule\",{value:!0});class t{constructor(e,s){this.x_scale=e,this.y_scale=s,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(e,s){return[this.x_scale.v_compute(e),this.y_scale.v_compute(s)]}map_from_screen(e,s){return[this.x_scale.v_invert(e),this.y_scale.v_invert(s)]}}_.CoordinateTransform=t,t.__name__=\"CoordinateTransform\"},\n", + " function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=t(1),a=t(36),o=t(84),r=t(85),n=t(28),_=i.__importStar(t(18)),h=t(10);class c extends a.AnnotationView{initialize(){super.initialize(),null==this.model.source&&(this.model.source=new r.ColumnDataSource),this.set_data(this.model.source)}connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.set_data(this.model.source)),this.connect(this.model.source.streaming,()=>this.set_data(this.model.source)),this.connect(this.model.source.patching,()=>this.set_data(this.model.source)),this.connect(this.model.source.change,()=>this.set_data(this.model.source))}set_data(t){super.set_data(t),this.visuals.warm_cache(t),this.plot_view.request_render()}_map_data(){const{frame:t}=this.plot_view;let e,s,i,a;return\"data\"==this.model.start_units?(e=this.coordinates.x_scale.v_compute(this._x_start),s=this.coordinates.y_scale.v_compute(this._y_start)):(e=t.xview.v_compute(this._x_start),s=t.yview.v_compute(this._y_start)),\"data\"==this.model.end_units?(i=this.coordinates.x_scale.v_compute(this._x_end),a=this.coordinates.y_scale.v_compute(this._y_end)):(i=t.xview.v_compute(this._x_end),a=t.yview.v_compute(this._y_end)),[[e,s],[i,a]]}_render(){const{ctx:t}=this.layer;t.save();const[e,s]=this._map_data();null!=this.model.end&&this._arrow_head(t,\"render\",this.model.end,e,s),null!=this.model.start&&this._arrow_head(t,\"render\",this.model.start,s,e),t.beginPath();const{x:i,y:a,width:o,height:r}=this.plot_view.frame.bbox;t.rect(i,a,o,r),null!=this.model.end&&this._arrow_head(t,\"clip\",this.model.end,e,s),null!=this.model.start&&this._arrow_head(t,\"clip\",this.model.start,s,e),t.closePath(),t.clip(),this._arrow_body(t,e,s),t.restore()}_arrow_head(t,e,s,i,a){for(let o=0,r=this._x_start.length;onew o.OpenHead({})],source:[_.Instance]})}}s.Arrow=d,d.__name__=\"Arrow\",d.init_Arrow()},\n", + " function _(i,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const t=i(1),o=i(36),l=i(74),n=i(28),h=t.__importStar(i(18));class a extends o.Annotation{constructor(i){super(i)}static init_ArrowHead(){this.define({size:[h.Number,25]})}initialize(){super.initialize(),this.visuals=new l.Visuals(this)}}s.ArrowHead=a,a.__name__=\"ArrowHead\",a.init_ArrowHead();class r extends a{constructor(i){super(i)}static init_OpenHead(){this.mixins(n.LineVector)}clip(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,0),i.lineTo(.5*this.size,this.size)}render(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.stroke())}}s.OpenHead=r,r.__name__=\"OpenHead\",r.init_OpenHead();class z extends a{constructor(i){super(i)}static init_NormalHead(){this.mixins([n.LineVector,n.FillVector]),this.override({fill_color:\"black\"})}clip(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(.5*this.size,this.size)}render(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._normal(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._normal(i,e),i.stroke())}_normal(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.closePath()}}s.NormalHead=z,z.__name__=\"NormalHead\",z.init_NormalHead();class _ extends a{constructor(i){super(i)}static init_VeeHead(){this.mixins([n.LineVector,n.FillVector]),this.override({fill_color:\"black\"})}clip(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.lineTo(.5*this.size,this.size)}render(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._vee(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._vee(i,e),i.stroke())}_vee(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.closePath()}}s.VeeHead=_,_.__name__=\"VeeHead\",_.init_VeeHead();class c extends a{constructor(i){super(i)}static init_TeeHead(){this.mixins(n.LineVector)}render(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,0),i.lineTo(-.5*this.size,0),i.stroke())}clip(i,e){}}s.TeeHead=c,c.__name__=\"TeeHead\",c.init_TeeHead()},\n", + " function _(t,n,e){Object.defineProperty(e,\"__esModule\",{value:!0});const s=t(1),o=t(86),r=s.__importStar(t(18)),i=t(8),l=t(13),a=s.__importStar(t(119)),c=t(120),u=t(121);function h(t,n,e){if(i.isArray(t)){const s=t.concat(n);return null!=e&&s.length>e?s.slice(-e):s}if(i.isTypedArray(t)){const s=t.length+n.length;if(null!=e&&s>e){const o=s-e,r=t.length;let i;t.lengthnew _.UnionRenderers]}),this.internal({selection_manager:[c.Instance,t=>new l.SelectionManager({source:t})],inspected:[c.Instance,()=>new g.Selection]})}initialize(){super.initialize(),this._select=new i.Signal0(this,\"select\"),this.inspect=new i.Signal(this,\"inspect\"),this.streaming=new i.Signal0(this,\"streaming\"),this.patching=new i.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=>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 r.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=d,d.__name__=\"ColumnarDataSource\",d.init_ColumnarDataSource()},\n", + " function _(e,t,a){Object.defineProperty(a,\"__esModule\",{value:!0});const c=e(1),n=e(81),o=e(88),i=c.__importStar(e(18));class r extends n.Model{constructor(e){super(e)}static init_DataSource(){this.define({selected:[i.Instance,()=>new o.Selection]})}}a.DataSource=r,r.__name__=\"DataSource\",r.init_DataSource()},\n", + " function _(i,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const t=i(1),n=i(81),l=t.__importStar(i(18)),c=i(9),h=i(13);class d extends n.Model{constructor(i){super(i)}get_view(){return this.view}static init_Selection(){this.define({indices:[l.Array,[]],line_indices:[l.Array,[]],multiline_indices:[l.Any,{}]}),this.internal({selected_glyphs:[l.Array,[]],view:[l.Any],image_indices:[l.Array,[]]})}initialize(){super.initialize()}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){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),n=e(14),o=e(88),c=e(90),r=e(116),l=i.__importStar(e(18));class p extends n.HasProps{constructor(e){super(e),this.inspectors=new Map}static init_SelectionManager(){this.internal({source:[l.Any]})}select(e,t,s,i=\"replace\"){const n=[],o=[];for(const t of e)t instanceof c.GlyphRendererView?n.push(t):t instanceof r.GraphRendererView&&o.push(t);let l=!1;for(const e of o){const n=e.model.selection_policy.hit_test(t,e);l=l||e.model.selection_policy.do_selection(n,e.model,s,i)}if(n.length>0){const e=this.source.selection_policy.hit_test(t,n);l=l||this.source.selection_policy.do_selection(e,this.source,s,i)}return l}inspect(e,t){let s=!1;if(e instanceof c.GlyphRendererView){const i=e.hit_test(t);if(null!=i){s=!i.is_empty();const n=this.get_or_create_inspector(e.model);n.update(i,!0,\"replace\"),this.source.setv({inspected:n},{silent:!0}),this.source.inspect.emit([e,{geometry:t}])}}else if(e instanceof r.GraphRendererView){const i=e.model.inspection_policy.hit_test(t,e);s=s||e.model.inspection_policy.do_inspection(i,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 o.Selection,this.inspectors.set(e,t)),t}}s.SelectionManager=p,p.__name__=\"SelectionManager\",p.init_SelectionManager()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1),l=e(91),n=e(92),h=e(110),o=e(111),a=e(113),c=e(114),_=e(24),d=s.__importStar(e(18)),r=e(12),p=e(9),g=e(13),u=e(115),y=e(98),m={fill:{},line:{}},v={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},f={fill:{fill_alpha:.2},line:{}};class w extends l.DataRendererView{async lazy_initialize(){await super.lazy_initialize();const e=this.model.glyph,t=p.includes(e._mixins,\"fill\"),i=p.includes(e._mixins,\"line\"),s=g.clone(e.attributes);function l(l){const n=g.clone(s);return t&&g.extend(n,l.fill),i&&g.extend(n,l.line),new e.constructor(n)}delete s.id,this.glyph=await this.build_glyph_view(e);let{selection_glyph:n}=this.model;null==n?n=l({fill:{},line:{}}):\"auto\"===n&&(n=l(m)),this.selection_glyph=await this.build_glyph_view(n);let{nonselection_glyph:h}=this.model;null==h?h=l({fill:{},line:{}}):\"auto\"===h&&(h=l(f)),this.nonselection_glyph=await this.build_glyph_view(h);const{hover_glyph:o}=this.model;null!=o&&(this.hover_glyph=await this.build_glyph_view(o));const{muted_glyph:a}=this.model;null!=a&&(this.muted_glyph=await this.build_glyph_view(a));const c=l(v);this.decimated_glyph=await this.build_glyph_view(c),this.set_data(!1)}async build_glyph_view(e){return u.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(),this.connect(this.model.change,()=>this.request_render()),this.connect(this.model.glyph.change,()=>this.set_data()),this.connect(this.model.data_source.change,()=>this.set_data()),this.connect(this.model.data_source.streaming,()=>this.set_data()),this.connect(this.model.data_source.patching,e=>this.set_data(!0,e)),this.connect(this.model.data_source.selected.change,()=>this.request_render()),this.connect(this.model.data_source._select,()=>this.request_render()),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,()=>this.request_render()),this.connect(this.model.properties.view.change,()=>this.set_data()),this.connect(this.model.view.properties.indices.change,()=>this.set_data()),this.connect(this.model.view.properties.masked.change,()=>this.set_visuals()),this.connect(this.model.properties.visible.change,()=>this.plot_view.update_dataranges());const{x_ranges:e,y_ranges:t}=this.plot_view.frame;for(const[,t]of e)t instanceof y.FactorRange&&this.connect(t.change,()=>this.set_data());for(const[,e]of t)e instanceof y.FactorRange&&this.connect(e.change,()=>this.set_data());this.connect(this.model.glyph.transformchange,()=>this.set_data())}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}set_data(e=!0,t=null){const i=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:s}=this;this.glyph.set_data(i,s,t),this.set_visuals(),this._update_masked_indices();const{lod_factor:l}=this.plot_model,n=this.all_indices.count;this.decimated=new _.Indices(n);for(let e=0;e!_||_.is_empty()?[]:_.selected_glyph?this.model.view.convert_indices_from_subset(i):_.indices.length>0?_.indices:Object.keys(_.multiline_indices).map(e=>parseInt(e)))()),g=r.filter(i,e=>d.has(t[e])),{lod_threshold:u}=this.plot_model;let y,m,v;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=u&&t.length>u?(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&&g.length&&(i=p.difference(i,g)),c.length){const e={};for(const t of c)e[t]=!0;const l=new Array,h=new Array;if(this.glyph instanceof n.LineView)for(const i of t)null!=e[i]?l.push(i):h.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):h.push(s);m.render(s,h,this.glyph),v.render(s,l,this.glyph),null!=this.hover_glyph&&(this.glyph instanceof n.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(g),this.glyph):this.hover_glyph.render(s,g,this.glyph))}else if(this.glyph instanceof n.LineView)this.hover_glyph&&g.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(g),this.glyph):y.render(s,t,this.glyph);else if(this.glyph instanceof h.PatchView||this.glyph instanceof o.HAreaView||this.glyph instanceof a.VAreaView)if(0==_.selected_glyphs.length||null==this.hover_glyph)y.render(s,t,this.glyph);else for(const e of _.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t,this.glyph);else y.render(s,i,this.glyph),this.hover_glyph&&g.length&&this.hover_glyph.render(s,g,this.glyph);s.restore()}draw_legend(e,t,i,s,l,n,h,o){null==o&&(o=this.model.get_reference_point(n,h)),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=w,w.__name__=\"GlyphRendererView\";class b extends l.DataRenderer{constructor(e){super(e)}static init_GlyphRenderer(){this.prototype.default_view=w,this.define({data_source:[d.Instance],view:[d.Instance,()=>new c.CDSView],glyph:[d.Instance],hover_glyph:[d.Instance],nonselection_glyph:[d.Any,\"auto\"],selection_glyph:[d.Any,\"auto\"],muted_glyph:[d.Instance],muted:[d.Boolean,!1]})}initialize(){super.initialize(),null==this.view.source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){let i=0;if(null!=e){const s=this.data_source.get_column(e);if(null!=s){const e=r.indexOf(s,t);-1!=e&&(i=e)}}return i}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=b,b.__name__=\"GlyphRenderer\",b.init_GlyphRenderer()},\n", + " function _(e,r,t){Object.defineProperty(t,\"__esModule\",{value:!0});const a=e(70);class n extends a.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=n,n.__name__=\"DataRendererView\";class s extends a.Renderer{constructor(e){super(e)}static init_DataRenderer(){this.override({level:\"glyph\"})}}t.DataRenderer=s,s.__name__=\"DataRenderer\",s.init_DataRenderer()},\n", + " function _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const s=e(1),n=e(93),l=e(100),_=e(102),r=s.__importStar(e(28)),o=s.__importStar(e(101)),h=e(88);class a extends n.XYGlyphView{initialize(){super.initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;null!=e&&(this.glglyph=new _.LineGL(e.gl,this))}_render(e,i,{sx:t,sy:s}){let n=!1,l=null;this.visuals.line.set_value(e);for(const _ of i){if(n){if(!isFinite(t[_]+s[_])){e.stroke(),e.beginPath(),n=!1,l=_;continue}null!=l&&_-l>1&&(e.stroke(),n=!1)}n?e.lineTo(t[_],s[_]):(e.beginPath(),e.moveTo(t[_],s[_]),n=!0),l=_}n&&e.stroke()}_hit_point(e){const i=new h.Selection,t={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.visuals.line.line_width.value()/2);for(let e=0,l=this.sx.length-1;ee/2);r=new h.NumberArray(_);for(let i=0;i<_;i++)r[i]=t[i]-e[i];a=new h.NumberArray(_);for(let i=0;i<_;i++)a[i]=t[i]+e[i]}else{r=t,a=new h.NumberArray(_);for(let e=0;e<_;e++)a[e]=r[e]+i[e]}const l=e.v_compute(r),o=e.v_compute(a);return n?d.map(l,(e,t)=>Math.ceil(Math.abs(o[t]-l[t]))):d.map(l,(e,t)=>Math.abs(o[t]-l[t]))}draw_legend_for_index(e,t,i){}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)||(o.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:i,sy0:s,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,i),[_,l]=this.renderer.coordinates.y_scale.r_invert(s,n),o=[...this.index.indices({x0:r,x1:a,y0:_,y1:l})];return new p.Selection({indices:o})}_project_data(){}set_data(e,t,i){var s,r;const{x_range:a,y_range:_}=this.renderer.coordinates;this._data_size=null!==(s=e.get_length())&&void 0!==s?s:1;for(const i of this.model){if(!(i instanceof n.VectorSpec))continue;if(i.optional&&null==i.spec.value&&!i.dirty)continue;const s=i.attr,r=i.array(e);let l=t.select(r);if(i instanceof n.BaseCoordinateSpec){const e=\"x\"==i.dimension?a:_;if(e instanceof u.FactorRange)if(i instanceof n.CoordinateSpec)l=e.v_synthetic(l);else if(i instanceof n.CoordinateSeqSpec)for(let t=0;t>1;n[s]>e?i=s:t=s+1}return n[t]}class x extends i.default{search_indices(e,n,t,i){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");let o=this._boxes.length-4;const x=[],h=new s.Indices(this.numItems);for(;void 0!==o;){const s=Math.min(o+4*this.nodeSize,d(o,this._levelBounds));for(let d=o;d>2];tthis._boxes[d+2]||n>this._boxes[d+3]||(o<4*this.numItems?h.set(s):x.push(s)))}o=x.pop()}return h}}x.__name__=\"_FlatBush\";class h{constructor(e){this.index=null,e>0&&(this.index=new x(e))}add(e,n,t,i){var s;null===(s=this.index)||void 0===s||s.add(e,n,t,i)}add_empty(){var e;null===(e=this.index)||void 0===e||e.add(1/0,1/0,-1/0,-1/0)}finish(){var e;null===(e=this.index)||void 0===e||e.finish()}_normalize(e){let{x0:n,y0:t,x1:i,y1:s}=e;return n>i&&([n,i]=[i,n]),t>s&&([t,s]=[s,t]),{x0:n,y0:t,x1:i,y1:s}}get bbox(){if(null==this.index)return o.empty();{const{minX:e,minY:n,maxX:t,maxY:i}=this.index;return{x0:e,y0:n,x1:t,y1:i}}}indices(e){if(null==this.index)return new s.Indices(0);{const{x0:n,y0:t,x1:i,y1:s}=this._normalize(e);return this.index.search_indices(n,t,i,s)}}bounds(e){const n=o.empty();for(const t of this.indices(e)){const e=this.index._boxes,i=e[4*t+0],s=e[4*t+1],o=e[4*t+2],d=e[4*t+3];on.x1&&(n.x1=i),dn.y1&&(n.y1=s)}return n}}t.SpatialIndex=h,h.__name__=\"SpatialIndex\"},\n", + " function _(t,s,i){Object.defineProperty(i,\"__esModule\",{value:!0});const e=t(1).__importDefault(t(97)),h=[Int8Array,Uint8Array,Uint8ClampedArray,Int16Array,Uint16Array,Int32Array,Uint32Array,Float32Array,Float64Array];class n{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),[o]=new Uint32Array(t,4,1);return new n(o,e,h[15&i],t)}constructor(t,s=16,i=Float64Array,n){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 o=t,r=o;this._levelBounds=[4*o];do{o=Math.ceil(o/this.nodeSize),r+=o,this._levelBounds.push(4*r)}while(1!==o);this.ArrayType=i||Float64Array,this.IndexArrayType=r<16384?Uint16Array:Uint32Array;const a=h.indexOf(this.ArrayType),_=4*r*this.ArrayType.BYTES_PER_ELEMENT;if(a<0)throw new Error(`Unexpected typed array class: ${i}.`);n&&n instanceof ArrayBuffer?(this.data=n,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 e.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=Math.floor(n/o))return;const r=s[h+n>>1];let _=h-1,d=n+1;for(;;){do{_++}while(s[_]r);if(_>=d)break;a(s,i,e,_,d)}t(s,i,e,h,d,o),t(s,i,e,d+1,n,o)}(i,this._boxes,this._indices,0,this.numItems-1,this.nodeSize);for(let t=0,s=0;t>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=[],a=[];for(;void 0!==n;){const _=Math.min(n+4*this.nodeSize,r(n,this._levelBounds));for(let r=n;r<_;r+=4){const _=0|this._indices[r>>2];ithis._boxes[r+2]||s>this._boxes[r+3]||(n<4*this.numItems?(void 0===h||h(_))&&a.push(_):o.push(_)))}n=o.pop()}return a}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 a=this._queue,_=[],d=e*e;for(;void 0!==n;){const e=Math.min(n+4*this.nodeSize,r(n,this._levelBounds));for(let i=n;i>2],r=o(t,this._boxes[i],this._boxes[i+2]),_=o(s,this._boxes[i+1],this._boxes[i+3]),d=r*r+_*_;n<4*this.numItems?(void 0===h||h(e))&&a.push(-e-1,d):a.push(e,d)}for(;a.length&&a.peek()<0;){if(a.peekValue()>d)return a.clear(),_;if(_.push(-a.pop()-1),_.length===i)return a.clear(),_}n=a.pop()}return a.clear(),_}}function o(t,s,i){return t>1;s[h]>t?e=h:i=h+1}return s[i]}function a(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],d=s[o+2],x=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]=d,s[r+3]=x;const l=i[e];i[e]=i[h],i[h]=l}function _(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 d=t^s,x=e|65535^(d|i);return d=16711935&(d|d<<8),d=252645135&(d|d<<4),d=858993459&(d|d<<2),d=1431655765&(d|d<<1),x=16711935&(x|x<<8),x=252645135&(x|x<<4),x=858993459&(x|x<<2),x=1431655765&(x|x<<1),(x<<1|d)>>>0}i.default=n},\n", + " function _(s,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});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,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});const s=t(1),i=t(99),r=s.__importStar(t(18)),a=t(24),o=t(9),p=t(8),g=t(11);function c(t,e,n=0){const s=new Map;for(let i=0;ia.get(t).value));r.set(t,{value:u/i,mapping:a}),p+=i+e+l}return[r,(a.size-1)*e+g]}function u(t,e,n,s,i=0){var r;const a=new Map,p=new Map;for(const[e,n,s]of t){const t=null!==(r=p.get(e))&&void 0!==r?r:[];p.set(e,[...t,[n,s]])}let g=i,c=0;for(const[t,i]of p){const r=i.length,[p,u]=l(i,n,s,g);c+=u;const h=o.sum(i.map(([t])=>p.get(t).value));a.set(t,{value:h/r,mapping:p}),g+=r+e+u}return[a,(p.size-1)*e+c]}n.map_one_level=c,n.map_two_levels=l,n.map_three_levels=u;class h extends i.Range{constructor(t){super(t)}static init_FactorRange(){this.define({factors:[r.Array,[]],factor_padding:[r.Number,0],subgroup_padding:[r.Number,.8],group_padding:[r.Number,1.4],range_padding:[r.Number,0],range_padding_units:[r.PaddingUnits,\"percent\"],start:[r.Number],end:[r.Number]}),this.internal({levels:[r.Number],mids:[r.Array,null],tops:[r.Array,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[e]=t,n=this._mapping.get(e);return null!=n?n.value:NaN}case 2:{const[e,n]=t,s=this._mapping.get(e);if(null!=s){const t=s.mapping.get(n);if(null!=t)return t.value}return NaN}case 3:{const[e,n,s]=t,i=this._mapping.get(e);if(null!=i){const t=i.mapping.get(n);if(null!=t){const e=t.mapping.get(s);if(null!=e)return e.value}}return NaN}default:g.unreachable()}}synthetic(t){if(p.isNumber(t))return t;if(p.isString(t))return this._lookup([t]);let e=0;const n=t[t.length-1];return p.isNumber(n)&&(e=n,t=t.slice(0,-1)),this._lookup(t)+e}v_synthetic(t){const e=t.length,n=new a.NumberArray(e);for(let s=0;s{if(o.every(this.factors,p.isString)){const t=this.factors,[e,n]=c(t,this.factor_padding);return{levels:1,mapping:e,tops:null,mids:null,inside_padding:n}}if(o.every(this.factors,t=>p.isArray(t)&&2==t.length&&p.isString(t[0])&&p.isString(t[1]))){const t=this.factors,[e,n]=l(t,this.group_padding,this.factor_padding),s=[...e.keys()];return{levels:2,mapping:e,tops:s,mids:null,inside_padding:n}}if(o.every(this.factors,t=>p.isArray(t)&&3==t.length&&p.isString(t[0])&&p.isString(t[1])&&p.isString(t[2]))){const t=this.factors,[e,n]=u(t,this.group_padding,this.subgroup_padding,this.factor_padding),s=[...e.keys()],i=[];for(const[t,n]of e)for(const e of n.mapping.keys())i.push([t,e]);return{levels:3,mapping:e,tops:s,mids:i,inside_padding:n}}g.unreachable()})();this._mapping=n,this.tops=s,this.mids=i;let a=0,h=this.factors.length+r;if(\"percent\"==this.range_padding_units){const t=(h-a)*this.range_padding/2;a-=t,h+=t}else a-=this.range_padding,h+=this.range_padding;this.setv({start:a,end:h,levels:e},{silent:t}),\"auto\"==this.bounds&&this.setv({bounds:[a,h]},{silent:!0})}}n.FactorRange=h,h.__name__=\"FactorRange\",h.init_FactorRange()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),s=e(81),a=n.__importStar(e(18));class r extends s.Model{constructor(e){super(e),this.have_updated_interactively=!1}static init_Range(){this.define({bounds:[a.Any],min_interval:[a.Any],max_interval:[a.Any]}),this.internal({plots:[a.Array,[]]})}get is_reversed(){return this.start>this.end}get is_valid(){return!isNaN(this.min)&&!isNaN(this.max)}}i.Range=r,r.__name__=\"Range\",r.init_Range()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1).__importStar(e(101));i.generic_line_legend=function(e,t,{x0:i,x1:n,y0:c,y1:o},r){t.save(),t.beginPath(),t.moveTo(i,(c+o)/2),t.lineTo(n,(c+o)/2),e.line.doit&&(e.line.set_vectorize(t,r),t.stroke()),t.restore()},i.generic_area_legend=function(e,t,{x0:i,x1:n,y0:c,y1:o},r){const l=.1*Math.abs(n-i),a=.1*Math.abs(o-c),s=i+l,_=n-l,h=c+a,v=o-a;e.fill.doit&&(e.fill.set_vectorize(t,r),t.fillRect(s,h,_-s,v-h)),null!=e.hatch&&e.hatch.doit&&(e.hatch.set_vectorize(t,r),t.fillRect(s,h,_-s,v-h)),e.line&&e.line.doit&&(t.beginPath(),t.rect(s,h,_-s,v-h),e.line.set_vectorize(t,r),t.stroke())},i.line_interpolation=function(e,t,i,c,o,r){const{sx:l,sy:a}=t;let s,_,h,v;\"point\"==t.type?([h,v]=e.yscale.r_invert(a-1,a+1),[s,_]=e.xscale.r_invert(l-1,l+1)):\"v\"==t.direction?([h,v]=e.yscale.r_invert(a,a),[s,_]=[Math.min(i-1,o-1),Math.max(i+1,o+1)]):([s,_]=e.xscale.r_invert(l,l),[h,v]=[Math.min(c-1,r-1),Math.max(c+1,r+1)]);const{x,y}=n.check_2_segments_intersect(s,h,_,v,i,c,o,r);return[x,y]}},\n", + " function _(t,n,e){function i(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function r(t,n,e){const r=i(n,e);if(0==r)return i(t,n);const s=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/r;if(s<0)return i(t,n);if(s>1)return i(t,e);return i(t,{x:n.x+s*(e.x-n.x),y:n.y+s*(e.y-n.y)})}Object.defineProperty(e,\"__esModule\",{value:!0}),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&&l>0&&l<1,x:t+_*(e-t),y:n+_*(i-n)}}}},\n", + " function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=t(103),a=t(107),n=t(108),o=t(109),_=t(22);class h{constructor(t){this._atlas=new Map,this._width=256,this._height=256,this.tex=new i.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),n=this._atlas.size;this.tex.set_data([0,n],[this._width,1],new Uint8Array(i.map(t=>t+10))),s=[n/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[r]?-1:0,o=s[r-1],i=s[r]),n[4*t+0]=s[r],n[4*t+1]=_,n[4*t+2]=o,n[4*t+3]=i}return[n,e]}}h.__name__=\"DashAtlas\";const r={miter:0,round:1,bevel:2},l={\"\":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 g extends a.BaseGLGlyph{init(){const{gl:t}=this;this._scale_aspect=0;const e=n.vertex_shader,s=o.fragment_shader;this.prog=new i.Program(t),this.prog.set_shaders(e,s),this.index_buffer=new i.IndexBuffer(t),this.vbo_position=new i.VertexBuffer(t),this.vbo_tangents=new i.VertexBuffer(t),this.vbo_segment=new i.VertexBuffer(t),this.vbo_angles=new i.VertexBuffer(t),this.vbo_texcoord=new i.VertexBuffer(t),this.dash_atlas=new h(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 s.VertexBuffer){const[s,n]=this.ATYPEINFO[e],h=\"vertexAttribPointer\",l=[s,n,!1,a,r];this._attributes.set(t,[i.handle,o,h,l])}else{const s=this.ATYPEMAP[e];this._attributes.set(t,[null,o,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 s.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=a,a.__name__=\"Program\"},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});class i{constructor(e){this.gl=e,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(e){e!=this.buffer_size&&(this.activate(),this.gl.bufferData(this._target,e,this._usage),this.buffer_size=e)}set_data(e,t){this.activate(),this.gl.bufferSubData(this._target,e,t)}}s.Buffer=i,i.__name__=\"Buffer\";class r extends i{constructor(){super(...arguments),this._target=34962}}s.VertexBuffer=r,r.__name__=\"VertexBuffer\";class a extends i{constructor(){super(...arguments),this._target=34963}}s.IndexBuffer=a,a.__name__=\"IndexBuffer\"},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const a=t(11);class r{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;a.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=r,r.__name__=\"Texture2d\"},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});class s{constructor(e,t){this.gl=e,this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.init()}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,i){if(0==t.length)return!0;const{width:s,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:s,height:h};return this.draw(t,i,a),!0}}i.BaseGLGlyph=s,s.__name__=\"BaseGLGlyph\"},\n", + " function _(n,e,t){Object.defineProperty(t,\"__esModule\",{value:!0}),t.vertex_shader=\"\\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){Object.defineProperty(e,\"__esModule\",{value:!0}),e.fragment_shader=\"\\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 _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const s=e(1),l=e(93),_=e(100),n=s.__importStar(e(101)),o=s.__importStar(e(28)),a=e(88);class h extends l.XYGlyphView{_inner_loop(e,i,t,s,l){for(const _ of i)0!=_?isNaN(t[_]+s[_])?(e.closePath(),l.apply(e),e.beginPath()):e.lineTo(t[_],s[_]):(e.beginPath(),e.moveTo(t[_],s[_]));e.closePath(),l.call(e)}_render(e,i,{sx:t,sy:s}){this.visuals.fill.doit&&(this.visuals.fill.set_value(e),this._inner_loop(e,i,t,s,e.fill)),this.visuals.hatch.doit2(e,0,()=>this._inner_loop(e,i,t,s,e.fill),()=>this.renderer.request_render()),this.visuals.line.doit&&(this.visuals.line.set_value(e),this._inner_loop(e,i,t,s,e.stroke))}draw_legend_for_index(e,i,t){_.generic_area_legend(this.visuals,e,i,t)}_hit_point(e){const i=new a.Selection;return n.point_in_poly(e.sx,e.sy,this.sx,this.sy)&&(i.add_to_selected_glyphs(this.model),i.view=this),i}}t.PatchView=h,h.__name__=\"PatchView\";class r extends l.XYGlyph{constructor(e){super(e)}static init_Patch(){this.prototype.default_view=h,this.mixins([o.Line,o.Fill,o.Hatch])}}t.Patch=r,r.__name__=\"Patch\",r.init_Patch()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),r=e(24),n=e(112),a=i.__importStar(e(101)),_=i.__importStar(e(18)),h=e(88);class l extends n.AreaView{_index_data(e){const{min:t,max:s}=Math,{data_size:i}=this;for(let r=0;r=0;t--)e.lineTo(s[t],i[t]);e.closePath(),r.call(e)}_render(e,t,{sx1:s,sx2:i,sy:r}){this.visuals.fill.doit&&(this.visuals.fill.set_value(e),this._inner(e,s,i,r,e.fill)),this.visuals.hatch.doit2(e,0,()=>this._inner(e,s,i,r,e.fill),()=>this.renderer.request_render())}_hit_point(e){const t=this.sy.length,s=new r.NumberArray(2*t),i=new r.NumberArray(2*t);for(let e=0,r=t;e=0;s--)e.lineTo(t[s],i[s]);e.closePath(),r.call(e)}_render(e,t,{sx:s,sy1:i,sy2:r}){this.visuals.fill.doit&&(this.visuals.fill.set_value(e),this._inner(e,s,i,r,e.fill)),this.visuals.hatch.doit2(e,0,()=>this._inner(e,s,i,r,e.fill),()=>this.renderer.request_render())}scenterxy(e){return[this.sx[e],(this.sy1[e]+this.sy2[e])/2]}_hit_point(e){const t=this.sx.length,s=new r.NumberArray(2*t),i=new r.NumberArray(2*t);for(let e=0,r=t;ethis.compute_indices());const i=()=>{const i=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,i),this.source instanceof _.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=a,a.__name__=\"CDSView\",a.init_CDSView()},\n", + " function _(e,n,t){Object.defineProperty(t,\"__esModule\",{value:!0});const o=e(9);async function i(e,n,t){const o=new e(Object.assign(Object.assign({},t),{model:n}));return o.initialize(),await o.lazy_initialize(),o}t.build_view=async function(e,n={parent:null},t=(e=>e.default_view)){const o=await i(t(e),e,n);return o.connect_signals(),o},t.build_views=async function(e,n,t={parent:null},s=(e=>e.default_view)){const c=o.difference([...e.keys()],n);for(const n of c)e.get(n).remove(),e.delete(n);const a=[],f=n.filter(n=>!e.has(n));for(const n of f){const o=await i(s(n),n,t);e.set(n,o),a.push(o)}for(const e of a)e.connect_signals();return a},t.remove_views=function(e){for(const[n,t]of e)t.remove(),e.delete(n)}},\n", + " function _(e,r,n){Object.defineProperty(n,\"__esModule\",{value:!0});const t=e(1),i=e(91),s=e(117),a=t.__importStar(e(18)),o=e(115),_=e(11);class l extends i.DataRendererView{async lazy_initialize(){await super.lazy_initialize();const e=this.model;let r=null,n=null;const t={v_compute(n){_.assert(null==r);const[t]=r=e.layout_provider.get_edge_coordinates(n);return t}},i={v_compute(e){_.assert(null!=r);const[,n]=r;return r=null,n}},s={v_compute(r){_.assert(null==n);const[t]=n=e.layout_provider.get_node_coordinates(r);return t}},a={v_compute(e){_.assert(null!=n);const[,r]=n;return n=null,r}},{edge_renderer:l,node_renderer:d}=this.model;l.glyph.properties.xs.internal=!0,l.glyph.properties.ys.internal=!0,d.glyph.properties.x.internal=!0,d.glyph.properties.y.internal=!0,l.glyph.xs={expr:t},l.glyph.ys={expr:i},d.glyph.x={expr:s},d.glyph.y={expr:a};const{parent:p}=this;this.edge_view=await o.build_view(l,{parent:p}),this.node_view=await o.build_view(d,{parent:p})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,()=>{this.edge_view.set_data(!1),this.node_view.set_data(!1),this.request_render()})}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}}n.GraphRendererView=l,l.__name__=\"GraphRendererView\";class d extends i.DataRenderer{constructor(e){super(e)}static init_GraphRenderer(){this.prototype.default_view=l,this.define({layout_provider:[a.Instance],node_renderer:[a.Instance],edge_renderer:[a.Instance],selection_policy:[a.Instance,()=>new s.NodesOnly],inspection_policy:[a.Instance,()=>new s.NodesOnly]})}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}n.GraphRenderer=d,d.__name__=\"GraphRenderer\",d.init_GraphRenderer()},\n", + " function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const d=e(81),s=e(12),o=e(9),_=e(88);class i extends d.Model{constructor(e){super(e)}_hit_test_nodes(e,t){if(!t.model.visible)return null;const n=t.node_view.glyph.hit_test(e);return null==n?null:t.node_view.model.view.convert_selection_from_subset(n)}_hit_test_edges(e,t){if(!t.model.visible)return null;const n=t.edge_view.glyph.hit_test(e);return null==n?null:t.edge_view.model.view.convert_selection_from_subset(n)}}n.GraphHitTestPolicy=i,i.__name__=\"GraphHitTestPolicy\";class r extends i{constructor(e){super(e)}hit_test(e,t){return this._hit_test_nodes(e,t)}do_selection(e,t,n,d){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,n,d),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,n,d,s){if(null==e)return!1;const o=n.model.get_selection_manager().get_or_create_inspector(n.node_view.model);return o.update(e,d,s),n.node_view.model.data_source.setv({inspected:o},{silent:!0}),n.node_view.model.data_source.inspect.emit([n.node_view,{geometry:t}]),!o.is_empty()}}n.NodesOnly=r,r.__name__=\"NodesOnly\";class c extends i{constructor(e){super(e)}hit_test(e,t){return this._hit_test_nodes(e,t)}get_linked_edges(e,t,n){let d=[];\"selection\"==n?d=e.selected.indices.map(t=>e.data.index[t]):\"inspection\"==n&&(d=e.inspected.indices.map(t=>e.data.index[t]));const s=[];for(let e=0;es.indexOf(e.data.index,t));return new _.Selection({indices:r})}do_selection(e,t,n,d){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,n,d);const o=t.node_renderer.data_source.selected,_=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(_,n,d),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,n,d,s){if(null==e)return!1;const o=n.edge_view.model.data_source.selection_manager.get_or_create_inspector(n.edge_view.model);o.update(e,d,s),n.edge_view.model.data_source.setv({inspected:o},{silent:!0});const _=n.node_view.model.data_source.selection_manager.get_or_create_inspector(n.node_view.model),i=this.get_linked_nodes(n.node_view.model.data_source,n.edge_view.model.data_source,\"inspection\");return _.update(i,d,s),n.node_view.model.data_source.setv({inspected:_},{silent:!0}),n.edge_view.model.data_source.inspect.emit([n.edge_view,{geometry:t}]),!o.is_empty()}}n.EdgesAndLinkedNodes=a,a.__name__=\"EdgesAndLinkedNodes\"},\n", + " function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const s=e(81);class o extends s.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=o,o.__name__=\"SelectionPolicy\";class r extends o{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=r,r.__name__=\"IntersectRenderers\";class c extends o{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=c,c.__name__=\"UnionRenderers\"},\n", + " function _(t,e,n){Object.defineProperty(n,\"__esModule\",{value:!0}),n.concat=function(t,...e){let n=t.length;for(const t of e)n+=t.length;const o=new t.constructor(n);o.set(t,0);let c=t.length;for(const t of e)o.set(t,c),c+=t.length;return o}},\n", + " function _(n,o,e){function t(...n){const o=new Set;for(const e of n)for(const n of e)o.add(n);return o}Object.defineProperty(e,\"__esModule\",{value:!0}),e.union=t,e.intersection=function(n,...o){const e=new Set;n:for(const t of n){for(const n of o)if(!n.has(t))continue n;e.add(t)}return e},e.difference=function(n,...o){const e=new Set(n);for(const n of t(...o))e.delete(n);return e}},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=e(14);class o{constructor(e){this.document=e}}s.DocumentEvent=o,o.__name__=\"DocumentEvent\";class r extends o{constructor(e,t,s){super(e),this.events=t,this.setter_id=s}}s.DocumentEventBatch=r,r.__name__=\"DocumentEventBatch\";class d extends o{}s.DocumentChangedEvent=d,d.__name__=\"DocumentChangedEvent\";class _ extends d{constructor(e,t,s){super(e),this.msg_type=t,this.msg_data=s}json(e){const t=this.msg_data,s=n.HasProps._value_to_json(t),o=new Set;return n.HasProps._value_record_references(t,o,{recursive:!0}),{kind:\"MessageSent\",msg_type:this.msg_type,msg_data:s}}}s.MessageSentEvent=_,_.__name__=\"MessageSentEvent\";class i extends d{constructor(e,t,s,n,o,r,d){super(e),this.model=t,this.attr=s,this.old=n,this.new_=o,this.setter_id=r,this.hint=d}json(e){if(\"id\"===this.attr)throw new Error(\"'id' field should never change, whatever code just set it is wrong\");if(null!=this.hint)return this.hint.json(e);const t=this.new_,s=n.HasProps._value_to_json(t),o=new Set;n.HasProps._value_record_references(t,o,{recursive:!0}),o.has(this.model)&&this.model!==t&&o.delete(this.model);for(const t of o)e.add(t);return{kind:\"ModelChanged\",model:this.model.ref(),attr:this.attr,new:s}}}s.ModelChangedEvent=i,i.__name__=\"ModelChangedEvent\";class a extends d{constructor(e,t,s){super(e),this.column_source=t,this.patches=s}json(e){return{kind:\"ColumnsPatched\",column_source:this.column_source,patches:this.patches}}}s.ColumnsPatchedEvent=a,a.__name__=\"ColumnsPatchedEvent\";class c extends d{constructor(e,t,s,n){super(e),this.column_source=t,this.data=s,this.rollover=n}json(e){return{kind:\"ColumnsStreamed\",column_source:this.column_source,data:this.data,rollover:this.rollover}}}s.ColumnsStreamedEvent=c,c.__name__=\"ColumnsStreamedEvent\";class h extends d{constructor(e,t,s){super(e),this.title=t,this.setter_id=s}json(e){return{kind:\"TitleChanged\",title:this.title}}}s.TitleChangedEvent=h,h.__name__=\"TitleChangedEvent\";class u extends d{constructor(e,t,s){super(e),this.model=t,this.setter_id=s}json(e){return n.HasProps._value_record_references(this.model,e,{recursive:!0}),{kind:\"RootAdded\",model:this.model.ref()}}}s.RootAddedEvent=u,u.__name__=\"RootAddedEvent\";class l extends d{constructor(e,t,s){super(e),this.model=t,this.setter_id=s}json(e){return{kind:\"RootRemoved\",model:this.model.ref()}}}s.RootRemovedEvent=l,l.__name__=\"RootRemovedEvent\"},\n", + " function _(e,s,t){Object.defineProperty(t,\"__esModule\",{value:!0});const i=e(1),l=e(123),_=i.__importStar(e(28));class o extends l.UpperLowerView{connect_signals(){super.connect_signals();const e=()=>this.set_data(this.model.source);this.connect(this.model.change,e),this.connect(this.model.source.streaming,e),this.connect(this.model.source.patching,e),this.connect(this.model.source.change,e)}_render(){this._map_data();const{ctx:e}=this.layer;e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,t=this._lower_sx.length;s=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(e),e.fill()),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,t=this._lower_sx.length;snew r.ColumnDataSource]})}}i.UpperLower=a,a.__name__=\"UpperLower\",a.init_UpperLower()},\n", + " function _(t,i,s){Object.defineProperty(s,\"__esModule\",{value:!0});const e=t(1),o=t(36),n=t(15),l=e.__importStar(t(28)),a=e.__importStar(t(18)),h=t(79);s.EDGE_TOLERANCE=2.5;class r extends o.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.plot_view.request_paint(this)),this.connect(this.model.data_update,()=>this.plot_view.request_paint(this))}_render(){if(null==this.model.left&&null==this.model.right&&null==this.model.top&&null==this.model.bottom)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,s=this.coordinates.y_scale,e=(t,i,s,e,o)=>{let n;return n=null!=t?this.model.screen?t:\"data\"==i?s.compute(t):e.compute(t):o,n};this.sleft=e(this.model.left,this.model.left_units,i,t.xview,t.bbox.left),this.sright=e(this.model.right,this.model.right_units,i,t.xview,t.bbox.right),this.stop=e(this.model.top,this.model.top_units,s,t.yview,t.bbox.top),this.sbottom=e(this.model.bottom,this.model.bottom_units,s,t.yview,t.bbox.bottom),this._paint_box(this.sleft,this.sright,this.sbottom,this.stop)}_paint_box(t,i,s,e){const{ctx:o}=this.layer;o.save(),o.beginPath(),o.rect(t,e,i-t,s-e),this.visuals.fill.doit&&(this.visuals.fill.set_value(o),o.fill()),this.visuals.line.doit&&(this.visuals.line.set_value(o),o.stroke()),o.restore()}interactive_bbox(){const t=this.model.properties.line_width.value()+s.EDGE_TOLERANCE;return new h.BBox({x0:this.sleft-t,y0:this.stop-t,x1:this.sright+t,y1:this.sbottom+t})}interactive_hit(t,i){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,i)}cursor(t,i){return Math.abs(t-this.sleft)<3||Math.abs(t-this.sright)<3?this.model.ew_cursor:Math.abs(i-this.sbottom)<3||Math.abs(i-this.stop)<3?this.model.ns_cursor:t>this.sleft&&tthis.stop&&ithis.plot_view.request_render()),this.connect(this.model.formatter.change,()=>this.plot_view.request_render()),null!=this.model.color_mapper&&this.connect(this.model.color_mapper.change,()=>{this._set_canvas_image(),this.plot_view.request_render()})}_get_size(){if(null==this.model.color_mapper)return{width:0,height:0};{const{width:t,height:e}=this.compute_legend_dimensions();return{width:t,height:e}}}_set_canvas_image(){if(null==this.model.color_mapper)return;let t,e,{palette:i}=this.model.color_mapper;switch(\"vertical\"==this.model.orientation&&(i=g.reversed(i)),this.model.orientation){case\"vertical\":[t,e]=[1,i.length];break;case\"horizontal\":[t,e]=[i.length,1]}const o=document.createElement(\"canvas\");o.width=t,o.height=e;const a=o.getContext(\"2d\"),s=a.getImageData(0,0,t,e),r=new n.LinearColorMapper({palette:i}).rgba_mapper.v_compute(g.range(0,i.length));s.data.set(r),a.putImageData(s,0,0),this.image=o}compute_legend_dimensions(){const t=this._computed_image_dimensions(),[e,i]=[t.height,t.width],o=this._get_label_extent(),a=this._title_extent(),s=this._tick_extent(),{padding:r}=this.model;let n,l;switch(this.model.orientation){case\"vertical\":n=e+a+2*r,l=i+s+o+2*r;break;case\"horizontal\":n=e+a+s+o+2*r,l=i+2*r}return{width:l,height:n}}compute_legend_location(){const t=this.compute_legend_dimensions(),[e,i]=[t.height,t.width],o=this.model.margin,a=null!=this.panel?this.panel:this.plot_view.frame,[s,r]=a.bbox.ranges,{location:n}=this.model;let l,_;if(f.isString(n))switch(n){case\"top_left\":l=s.start+o,_=r.start+o;break;case\"top_center\":l=(s.end+s.start)/2-i/2,_=r.start+o;break;case\"top_right\":l=s.end-o-i,_=r.start+o;break;case\"bottom_right\":l=s.end-o-i,_=r.end-o-e;break;case\"bottom_center\":l=(s.end+s.start)/2-i/2,_=r.end-o-e;break;case\"bottom_left\":l=s.start+o,_=r.end-o-e;break;case\"center_left\":l=s.start+o,_=(r.end+r.start)/2-e/2;break;case\"center\":l=(s.end+s.start)/2-i/2,_=(r.end+r.start)/2-e/2;break;case\"center_right\":l=s.end-o-i,_=(r.end+r.start)/2-e/2}else if(f.isArray(n)&&2==n.length){const[t,i]=n;l=a.xview.compute(t),_=a.yview.compute(i)-e}else b.unreachable();return{sx:l,sy:_}}_render(){if(null==this.model.color_mapper)return;const{ctx:t}=this.layer;t.save();const{sx:e,sy:i}=this.compute_legend_location();t.translate(e,i),this._draw_bbox(t);const o=this._get_image_offset();t.translate(o.x,o.y),this._draw_image(t);const a=this.tick_info();this._draw_major_ticks(t,a),this._draw_minor_ticks(t,a),this._draw_major_labels(t,a),this.model.title&&this._draw_title(t),t.restore()}_draw_bbox(t){const e=this.compute_legend_dimensions();t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(0,0,e.width,e.height)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()}_draw_image(t){const e=this._computed_image_dimensions();t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this.image,0,0,e.width,e.height),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()}_draw_major_ticks(t,e){if(!this.visuals.major_tick_line.doit)return;const[i,o]=this._normals(),a=this._computed_image_dimensions(),[s,r]=[a.width*i,a.height*o],[n,l]=e.coords.major,_=this.model.major_tick_in,h=this.model.major_tick_out;t.save(),t.translate(s,r),this.visuals.major_tick_line.set_value(t);for(let e=0,a=n.length;ei.measureText(t.toString()).width));break;case\"horizontal\":e=u.measure_font(this.visuals.major_label_text.font_value()).height}e+=this.model.label_standoff,i.restore()}return e}_get_image_offset(){return{x:this.model.padding,y:this.model.padding+this._title_extent()}}_normals(){return\"vertical\"==this.model.orientation?[1,0]:[0,1]}_title_extent(){const t=this.model.title_text_font+\" \"+this.model.title_text_font_size+\" \"+this.model.title_text_font_style;return this.model.title?u.measure_font(t).height+this.model.title_standoff:0}_tick_extent(){return g.max([this.model.major_tick_out,this.model.minor_tick_out])}_computed_image_dimensions(){const t=this.plot_view.frame.bbox.height,e=this.plot_view.frame.bbox.width,i=this._title_extent();let o,a;switch(this.model.orientation){case\"vertical\":\"auto\"==this.model.height?null!=this.panel?o=t-2*this.model.padding-i:(o=g.max([25*this.model.color_mapper.palette.length,.3*t]),o=g.min([o,.8*t-2*this.model.padding-i])):o=this.model.height,a=\"auto\"==this.model.width?25:this.model.width;break;case\"horizontal\":o=\"auto\"==this.model.height?25:this.model.height,\"auto\"==this.model.width?null!=this.panel?a=e-2*this.model.padding:(a=g.max([25*this.model.color_mapper.palette.length,.3*e]),a=g.min([a,.8*e-2*this.model.padding])):a=this.model.width}return{width:a,height:o}}_tick_coordinate_scale(t){const e={source_range:new m.Range1d({start:this.model.color_mapper.metrics.min,end:this.model.color_mapper.metrics.max}),target_range:new m.Range1d({start:0,end:t})},{color_mapper:i}=this.model;if(i instanceof n.LinearColorMapper)return new l.LinearScale(e);if(i instanceof n.LogColorMapper)return new h.LogScale(e);if(i instanceof n.ScanningColorMapper){const{binning:t}=i.metrics;return new _.LinearInterpolationScale(Object.assign(Object.assign({},e),{binning:t}))}b.unreachable()}_format_major_labels(t,e){const i=this.model.formatter.doFormat(t,null);for(let t=0,o=e.length;tr||(h[o].push(l[t]),h[a].push(0));for(let t=0,e=_.length;tr||(m[o].push(_[t]),m[a].push(0));const d={major:this._format_major_labels(h[o],l)},c={major:[[],[]],minor:[[],[]]};return c.major[o]=i.v_compute(h[o]),c.minor[o]=i.v_compute(m[o]),c.major[a]=h[a],c.minor[a]=m[a],\"vertical\"==this.model.orientation&&(c.major[o]=p.map(c.major[o],t=>e-t),c.minor[o]=p.map(c.minor[o],t=>e-t)),{coords:c,labels:d}}}i.ColorBarView=v,v.__name__=\"ColorBarView\";class w extends a.Annotation{constructor(t){super(t)}static init_ColorBar(){this.prototype.default_view=v,this.mixins([[\"major_label_\",d.Text],[\"title_\",d.Text],[\"major_tick_\",d.Line],[\"minor_tick_\",d.Line],[\"border_\",d.Line],[\"bar_\",d.Line],[\"background_\",d.Fill]]),this.define({location:[c.Any,\"top_right\"],orientation:[c.Orientation,\"vertical\"],title:[c.String],title_standoff:[c.Number,2],width:[c.Any,\"auto\"],height:[c.Any,\"auto\"],scale_alpha:[c.Number,1],ticker:[c.Instance,()=>new s.BasicTicker],formatter:[c.Instance,()=>new r.BasicTickFormatter],major_label_overrides:[c.Any,{}],color_mapper:[c.Instance],label_standoff:[c.Number,5],margin:[c.Number,30],padding:[c.Number,10],major_tick_in:[c.Number,5],major_tick_out:[c.Number,0],minor_tick_in:[c.Number,0],minor_tick_out:[c.Number,0]}),this.override({background_fill_color:\"#ffffff\",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_align:\"center\",major_label_text_baseline:\"middle\",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=w,w.__name__=\"ColorBar\",w.init_ColorBar()},\n", + " function _(e,c,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(127);class r extends i.AdaptiveTicker{constructor(e){super(e)}}s.BasicTicker=r,r.__name__=\"BasicTicker\"},\n", + " function _(t,i,e){Object.defineProperty(e,\"__esModule\",{value:!0});const a=t(1),s=t(128),n=t(9),r=a.__importStar(t(18));class _ extends s.ContinuousTicker{constructor(t){super(t)}static init_AdaptiveTicker(){this.define({base:[r.Number,10],mantissas:[r.Array,[1,2,5]],min_interval:[r.Number,0],max_interval:[r.Number]})}initialize(){super.initialize();const t=n.nth(this.mantissas,-1)/this.base,i=n.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,e){const a=i-t,s=this.get_ideal_interval(t,i,e),r=Math.floor(function(t,i=Math.E){return Math.log(t)/Math.log(i)}(s/this.base_factor,this.base)),_=this.base**r*this.base_factor,h=this.extended_mantissas,m=h.map(t=>Math.abs(e-a/(t*_))),o=h[n.argmin(m)];return c=o*_,l=this.get_min_interval(),u=this.get_max_interval(),Math.max(l,Math.min(u,c));var c,l,u}}e.AdaptiveTicker=_,_.__name__=\"AdaptiveTicker\",_.init_AdaptiveTicker()},\n", + " function _(t,i,e){Object.defineProperty(e,\"__esModule\",{value:!0});const n=t(1),r=t(129),s=n.__importStar(t(18)),o=t(9);class _ extends r.Ticker{constructor(t){super(t)}static init_ContinuousTicker(){this.define({num_minor_ticks:[s.Number,5],desired_num_ticks:[s.Number,6]})}get_ticks(t,i,e,n,r){return this.get_ticks_no_defaults(t,i,n,this.desired_num_ticks)}get_ticks_no_defaults(t,i,e,n){const r=this.get_interval(t,i,n),s=Math.floor(t/r),_=Math.ceil(i/r);let c;c=isFinite(s)&&isFinite(_)?o.range(s,_+1):[];const u=c.map(t=>t*r).filter(e=>t<=e&&e<=i),a=this.num_minor_ticks,l=[];if(a>0&&u.length>0){const e=r/a,n=o.range(0,a).map(t=>t*e);for(const e of n.slice(1)){const n=u[0]-e;t<=n&&n<=i&&l.push(n)}for(const e of u)for(const r of n){const n=e+r;t<=n&&n<=i&&l.push(n)}}return{major:u,minor:l}}get_min_interval(){return this.min_interval}get_max_interval(){return null!=this.max_interval?this.max_interval:1/0}get_ideal_interval(t,i,e){return(i-t)/e}}e.ContinuousTicker=_,_.__name__=\"ContinuousTicker\",_.init_ContinuousTicker()},\n", + " function _(e,c,n){Object.defineProperty(n,\"__esModule\",{value:!0});const o=e(81);class r extends o.Model{constructor(e){super(e)}}n.Ticker=r,r.__name__=\"Ticker\"},\n", + " function _(i,t,e){Object.defineProperty(e,\"__esModule\",{value:!0});const r=i(1),s=i(131),n=r.__importStar(i(18));class o extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}static init_BasicTickFormatter(){this.define({precision:[n.Any,\"auto\"],use_scientific:[n.Boolean,!0],power_limit_high:[n.Number,5],power_limit_low:[n.Number,-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,r=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const s of i){const i=Math.abs(s);if(!(i<=r)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){const r=new Array(i.length);if(t)for(let t=0,s=i.length;t=1;r?s++:s--){if(t){e[0]=i[0].toExponential(s);for(let t=1;tu(e,d))),s=g<0||g>=t.length?r:t[g],c[_]=s}}},\n", + " function _(t,e,r){Object.defineProperty(r,\"__esModule\",{value:!0});const n=t(1),o=t(136),_=n.__importStar(t(18)),i=t(8),l=t(22),c=t(32);function a(t){return i.isNumber(t)?t:(\"#\"!=t[0]&&(t=l.color2hex(t)),9!=t.length&&(t+=\"ff\"),parseInt(t.slice(1),16))}function s(t){const e=new Uint32Array(t.length);for(let r=0,n=t.length;rt)),e}get rgba_mapper(){const t=this,e=s(this.palette),r=this._colors(a);return{v_compute(n){const o=new Uint32Array(n.length);return t._v_compute(n,o,e,r),p(o)}}}_colors(t){return{nan_color:t(this.nan_color)}}}r.ColorMapper=u,u.__name__=\"ColorMapper\",u.init_ColorMapper()},\n", + " function _(e,r,n){Object.defineProperty(n,\"__esModule\",{value:!0});const o=e(137);class s extends o.Transform{constructor(e){super(e)}compute(e){throw new Error(\"mapping single values is not supported\")}}n.Mapper=s,s.__name__=\"Mapper\"},\n", + " function _(e,n,o){Object.defineProperty(o,\"__esModule\",{value:!0});const r=e(81);class s extends r.Model{constructor(e){super(e)}}o.Transform=s,s.__name__=\"Transform\"},\n", + " function _(r,e,a){Object.defineProperty(a,\"__esModule\",{value:!0});const t=r(1),s=r(134),i=r(136),c=t.__importStar(r(18));class n extends i.Mapper{constructor(r){super(r)}static init_CategoricalMarkerMapper(){this.define({factors:[c.Array],markers:[c.Array],start:[c.Number,0],end:[c.Number],default_value:[c.MarkerType,\"circle\"]})}v_compute(r){const e=new Array(r.length);return s.cat_v_compute(r,this.factors,this.markers,e,this.start,this.end,this.default_value),e}}a.CategoricalMarkerMapper=n,n.__name__=\"CategoricalMarkerMapper\",n.init_CategoricalMarkerMapper()},\n", + " function _(t,e,a){Object.defineProperty(a,\"__esModule\",{value:!0});const r=t(1),n=t(134),s=t(136),i=r.__importStar(t(18));class c extends s.Mapper{constructor(t){super(t)}static init_CategoricalPatternMapper(){this.define({factors:[i.Array],patterns:[i.Array],start:[i.Number,0],end:[i.Number],default_value:[i.HatchPatternType,\" \"]})}v_compute(t){const e=new Array(t.length);return n.cat_v_compute(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=c,c.__name__=\"CategoricalPatternMapper\",c.init_CategoricalPatternMapper()},\n", + " function _(t,o,e){Object.defineProperty(e,\"__esModule\",{value:!0});const n=t(135),s=t(90),l=t(9),i=t(8);class c extends n.ColorMapper{constructor(t){super(t),this._scan_data=null}static init_ContinuousColorMapper(){this.define(({Number:t,String:o,Null:e,Ref:n,Color:l,Or:i,Tuple:c,Array:a})=>({high:[i(t,e),null],low:[i(t,e),null],high_color:[i(l,e),null],low_color:[i(l,e),null],domain:[a(c(n(s.GlyphRenderer),i(o,a(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.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 i.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 c;if(null!=n&&s.length>0?c=l.intersection([...n],s):null!=n?c=[...n]:s.length>0&&(c=s),null!=c&&(e=l.map(c,t=>e[t])),e.length>0&&!i.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:i,high_color:c}=n;null==i&&(i=e[0]),null==c&&(c=e[e.length-1]);const{domain:a}=this,r=l.is_empty(a)?t:[...this._collect(a)];this._scan_data=this.scan(r,e.length);for(let n=0,l=t.length;na?e:r[l]}}o.LinearColorMapper=a,a.__name__=\"LinearColorMapper\"},\n", + " function _(o,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const e=o(140),r=o(12);class l extends e.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:r.min(o),e=null!=this.high?this.high:r.max(o);return{max:e,min:n,scale:t/(Math.log(e)-Math.log(n))}}cmap(o,t,n,e,r){const l=t.length-1;if(o>r.max)return e;if(o==r.max)return t[l];if(ol&&(s=l),t[s]}}n.LogColorMapper=l,l.__name__=\"LogColorMapper\"},\n", + " function _(n,e,r){Object.defineProperty(r,\"__esModule\",{value:!0});const i=n(140),o=n(12);class t extends i.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,r,i,t){if(nt.binning[t.binning.length-1])return i;return e[o.left_edge_index(n,t.binning)]}}r.ScanningColorMapper=t,t.__name__=\"ScanningColorMapper\"},\n", + " function _(n,t,e){Object.defineProperty(e,\"__esModule\",{value:!0});const i=n(1),o=n(143),r=n(12),s=n(9),a=i.__importStar(n(18)),l=n(19);class p extends o.ScanningColorMapper{constructor(n){super(n)}static init_EqHistColorMapper(){this.define({bins:[a.Int,65536]})}scan(n,t){const e=null!=this.low?this.low:r.min(n),i=null!=this.high?this.high:r.max(n),o=this.bins,a=s.linspace(e,i,o+1),p=r.bin_counts(n,a),c=new Array(o);for(let n=0,t=a.length;nn/u);let m=t-1,_=[],M=0,f=2*t;for(;m!=t&&M<4&&0!=m;){const n=f/m;if(n>1e3)break;f=Math.round(Math.max(t*n,t));const e=s.range(0,f),i=r.map(g,n=>n*(f-1));_=r.interpolate(e,i,c);m=s.uniq(_).length-1,M++}if(0==m){_=[e,i];for(let n=0;nthis._sorted_dirty=!0)}v_compute(t){const e=new i.NumberArray(t.length);for(let r=0;rs*(e[t]-e[r])),this._x_sorted=new i.NumberArray(n),this._y_sorted=new i.NumberArray(n);for(let t=0;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=_.find_last_index(this._x_sorted,s=>sthis._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=i.find_last_index(this._x_sorted,e=>t>=e);break;case\"before\":e=i.find_index(this._x_sorted,e=>t<=e);break;case\"center\":{const r=this._x_sorted.map(e=>Math.abs(e-t)),s=i.min(r);e=i.find_index(r,t=>s===t);break}default:throw new Error(\"unknown mode: \"+this.mode)}return-1!=e?this._y_sorted[e]:NaN}}r.StepInterpolator=n,n.__name__=\"StepInterpolator\",n.init_StepInterpolator()},\n", + " function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const r=e(1),a=e(147),i=e(24),s=e(9),o=e(12),c=r.__importStar(e(18));class _ extends a.Scale{constructor(e){super(e)}static init_LinearInterpolationScale(){this.internal({binning:[c.Array]})}compute(e){return e}v_compute(e){const t=o.norm(e,this.source_range.start,this.source_range.end),n=s.linspace(0,1,this.binning.length),r=o.interpolate(t,n,this.binning),a=o.norm(r,this.source_range.start,this.source_range.end),c=this.target_range.end-this.target_range.start,_=o.map(a,e=>this.target_range.start+e*c);return new i.NumberArray(_)}invert(e){return e}v_invert(e){return new i.NumberArray(e)}}n.LinearInterpolationScale=_,_.__name__=\"LinearInterpolationScale\",_.init_LinearInterpolationScale()},\n", + " function _(t,e,o){Object.defineProperty(o,\"__esModule\",{value:!0});const a=t(146),r=t(24);class s extends a.ContinuousScale{constructor(t){super(t)}compute(t){const[e,o,a,r]=this._compute_state();let s;if(0==a)s=0;else{const n=(Math.log(t)-r)/a;s=isFinite(n)?n*e+o:NaN}return s}v_compute(t){const[e,o,a,s]=this._compute_state(),n=new r.NumberArray(t.length);if(0==a)for(let e=0;ethis.render()):this.connect(this.model.change,()=>this.plot_view.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}=o.measure_font(this.visuals.text.font_value());return[s,i]}_calculate_bounding_box_dimensions(e,t){const[s,i]=this._calculate_text_dimensions(e,t);let l,a;switch(e.textAlign){case\"left\":l=0;break;case\"center\":l=-s/2;break;case\"right\":l=-s;break;default:r.unreachable()}switch(e.textBaseline){case\"top\":a=0;break;case\"middle\":a=-.5*i;break;case\"bottom\":a=-1*i;break;case\"alphabetic\":a=-.8*i;break;case\"hanging\":a=-.17*i;break;case\"ideographic\":a=-.83*i;break;default:r.unreachable()}return[l,a,s,i]}_canvas_text(e,t,s,i,l){this.visuals.text.set_value(e);const a=this._calculate_bounding_box_dimensions(e,t);e.save(),e.beginPath(),e.translate(s,i),l&&e.rotate(l),e.rect(a[0],a[1],a[2],a[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,l){const{el:n}=this;r.assert(null!=n),a.undisplay(n),this.visuals.text.set_value(e);const o=this._calculate_bounding_box_dimensions(e,t),_=this.visuals.border_line.line_dash.value().length<2?\"solid\":\"dashed\";this.visuals.border_line.set_value(e),this.visuals.background_fill.set_value(e),n.style.position=\"absolute\",n.style.left=s+o[0]+\"px\",n.style.top=i+o[1]+\"px\",n.style.color=\"\"+this.visuals.text.text_color.value(),n.style.opacity=\"\"+this.visuals.text.text_alpha.value(),n.style.font=\"\"+this.visuals.text.font_value(),n.style.lineHeight=\"normal\",l&&(n.style.transform=`rotate(${l}rad)`),this.visuals.background_fill.doit&&(n.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(n.style.borderStyle=\"\"+_,n.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",n.style.borderColor=\"\"+this.visuals.border_line.color_value()),n.textContent=t,a.display(n)}}s.TextAnnotationView=_,_.__name__=\"TextAnnotationView\";class u extends l.Annotation{constructor(e){super(e)}static init_TextAnnotation(){this.define({render_mode:[n.RenderMode,\"canvas\"]})}}s.TextAnnotation=u,u.__name__=\"TextAnnotation\",u.init_TextAnnotation()},\n", + " function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=t(1),o=t(161),l=t(85),a=i.__importStar(t(28)),n=t(72),r=i.__importStar(t(18));class _ extends o.TextAnnotationView{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),this.render()}),this.connect(this.model.source.streaming,()=>{this.set_data(this.model.source),this.render()}),this.connect(this.model.source.patching,()=>{this.set_data(this.model.source),this.render()}),this.connect(this.model.source.change,()=>{this.set_data(this.model.source),this.render()})):(this.connect(this.model.change,()=>{this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.streaming,()=>{this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.patching,()=>{this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.change,()=>{this.set_data(this.model.source),this.plot_view.request_render()}))}set_data(t){super.set_data(t),this.visuals.warm_cache(t)}_map_data(){const t=this.coordinates.x_scale,e=this.coordinates.y_scale,s=null!=this.panel?this.panel:this.plot_view.frame;return[\"data\"==this.model.x_units?t.v_compute(this._x):s.xview.v_compute(this._x),\"data\"==this.model.y_units?e.v_compute(this._y):s.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;onew l.ColumnDataSource]}),this.override({background_fill_color:null,border_line_color:null})}}s.LabelSet=h,h.__name__=\"LabelSet\",h.init_LabelSet()},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1),l=t(36),n=s.__importStar(t(28)),h=s.__importStar(t(18)),a=t(15),_=t(159),o=t(79),r=t(9),d=t(8),c=t(11);class g extends l.AnnotationView{cursor(t,e){return\"none\"==this.model.click_policy?null:\"pointer\"}get legend_padding(){return null!=this.visuals.border_line.line_color.value()?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.plot_view.request_render()),this.connect(this.model.item_change,()=>this.plot_view.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=r.max([_.measure_font(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,r.max([n.measureText(e).width,l]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?_.measure_font(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(r.max([...this.text_widths.values()]),0),a=this.model.margin,{legend_padding:g}=this,m=this.model.spacing,{label_standoff:b}=this.model;let u,f;if(\"vertical\"==this.model.orientation)u=t.length*this.max_label_height+Math.max(t.length-1,0)*m+2*g+this.title_height,f=r.max([h+i+b+2*g,this.title_width+2*g]);else{let e=2*g+Math.max(t.length-1,0)*m;for(const[,t]of this.text_widths)e+=r.max([t,l])+i+b;f=r.max([this.title_width+2*g,e]),u=this.max_label_height+this.title_height+2*g}const x=null!=this.panel?this.panel:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if(d.isString(v))switch(v){case\"top_left\":y=p.start+a,k=w.start+a;break;case\"top_center\":y=(p.end+p.start)/2-f/2,k=w.start+a;break;case\"top_right\":y=p.end-a-f,k=w.start+a;break;case\"bottom_right\":y=p.end-a-f,k=w.end-a-u;break;case\"bottom_center\":y=(p.end+p.start)/2-f/2,k=w.end-a-u;break;case\"bottom_left\":y=p.start+a,k=w.end-a-u;break;case\"center_left\":y=p.start+a,k=(w.end+w.start)/2-u/2;break;case\"center\":y=(p.end+p.start)/2-f/2,k=(w.end+w.start)/2-u/2;break;case\"center_right\":y=p.end-a-f,k=(w.end+w.start)/2-u/2}else if(d.isArray(v)&&2==v.length){const[t,e]=v;y=x.xview.compute(t),k=x.yview.compute(e)-u}else c.unreachable();return new o.BBox({left:y,top:k,width:f,height:u})}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 a=i=l;const _=this.compute_legend_bbox(),r=\"vertical\"==this.model.orientation;for(const d of this.model.items){const c=d.get_labels_list_from_label_prop();for(const g of c){const c=_.x+a,m=_.y+i+this.title_height;let b,u;[b,u]=r?[_.width-2*l,this.max_label_height]:[this.text_widths.get(g)+s+h,this.max_label_height];if(new o.BBox({left:c,top:m,width:b,height:u}).contains(t,e)){switch(this.model.click_policy){case\"hide\":for(const t of d.renderers)t.visible=!t.visible;break;case\"mute\":for(const t of d.renderers)t.muted=!t.muted}return!0}r?i+=this.max_label_height+n:a+=this.text_widths.get(g)+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.model.title&&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 a=l,_=l;const o=\"vertical\"==this.model.orientation;for(const d of this.model.items){const c=d.get_labels_list_from_label_prop(),g=d.get_field_from_label_prop();if(0==c.length)continue;const m=(()=>{switch(this.model.click_policy){case\"none\":return!0;case\"hide\":return r.every(d.renderers,t=>t.visible);case\"mute\":return r.every(d.renderers,t=>!t.muted)}})();for(const r of c){const c=e.x+a,b=e.y+_+this.title_height,u=c+i,f=b+s;o?_+=this.max_label_height+n:a+=this.text_widths.get(r)+i+h+n,this.visuals.label_text.set_value(t),t.fillText(r,u+h,b+this.max_label_height/2);for(const e of d.renderers){this.plot_view.renderer_views.get(e).draw_legend(t,c,u,b,f,g,r,d.index)}if(!m){let s,n;[s,n]=o?[e.width-2*l,this.max_label_height]:[this.text_widths.get(r)+i+h,this.max_label_height],t.beginPath(),t.rect(c,b,s,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){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(this.model.title,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=g,g.__name__=\"LegendView\";class m extends l.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new a.Signal0(this,\"item_change\")}static init_Legend(){this.prototype.default_view=g,this.mixins([[\"label_\",n.Text],[\"title_\",n.Text],[\"inactive_\",n.Fill],[\"border_\",n.Line],[\"background_\",n.Fill]]),this.define({orientation:[h.Orientation,\"vertical\"],location:[h.Any,\"top_right\"],title:[h.String],title_standoff:[h.Number,5],label_standoff:[h.Number,5],glyph_height:[h.Number,20],glyph_width:[h.Number,20],label_height:[h.Number,20],label_width:[h.Number,20],margin:[h.Number,10],padding:[h.Number,10],spacing:[h.Number,3],items:[h.Array,[]],click_policy:[h.Any,\"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=m,m.__name__=\"Legend\",m.init_Legend()},\n", + " function _(e,r,n){Object.defineProperty(n,\"__esModule\",{value:!0});const t=e(1),l=e(81),i=e(86),s=e(165),o=t.__importStar(e(18)),_=e(19),a=e(9);class u extends l.Model{constructor(e){super(e)}static init_LegendItem(){this.define({label:[o.StringSpec,null],renderers:[o.Array,[]],index:[o.Number,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&&!a.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()||_.logger.error(\"Non matching data sources on legend item renderers\");this._check_field_label_on_data_source()||_.logger.error(\"Bad column name on label: \"+this.label)}get_field_from_label_prop(){const{label:e}=this;return s.isField(e)?e.field:null}get_labels_list_from_label_prop(){if(s.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 i.ColumnarDataSource){const n=r.get_column(e);return null!=n?a.uniq(Array.from(n)):[\"Invalid field\"]}}return[]}}n.LegendItem=u,u.__name__=\"LegendItem\",u.init_LegendItem()},\n", + " function _(e,i,n){Object.defineProperty(n,\"__esModule\",{value:!0});const t=e(8);n.isValue=function(e){return t.isPlainObject(e)&&\"value\"in e},n.isField=function(e){return t.isPlainObject(e)&&\"field\"in e}},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=t(1),s=t(36),o=n.__importStar(t(28)),l=t(15),a=n.__importStar(t(18));class r extends s.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.plot_view.request_render()),this.connect(this.model.data_update,()=>this.plot_view.request_render())}_render(){const{xs:t,ys:e}=this.model;if(t.length!=e.length)return;if(t.length<3||e.length<3)return;const{frame:i}=this.plot_view,{ctx:n}=this.layer;for(let s=0,o=t.length;sthis.plot_view.request_render())}_render(){const e=this.model.gradient,t=this.model.y_intercept;if(null==e||null==t)return;const{frame:i}=this.plot_view,n=this.coordinates.x_scale,o=this.coordinates.y_scale,s=i.bbox.top,l=s+i.bbox.height,r=(o.invert(s)-t)/e,_=(o.invert(l)-t)/e,a=n.compute(r),c=n.compute(_),{ctx:p}=this.layer;p.save(),p.beginPath(),this.visuals.line.set_value(p),p.moveTo(a,s),p.lineTo(c,l),p.stroke(),p.restore()}}i.SlopeView=r,r.__name__=\"SlopeView\";class _ extends o.Annotation{constructor(e){super(e)}static init_Slope(){this.prototype.default_view=r,this.mixins(s.Line),this.define({gradient:[l.Number,null],y_intercept:[l.Number,null]}),this.override({line_color:\"black\"})}}i.Slope=_,_.__name__=\"Slope\",_.init_Slope()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),o=e(36),s=n.__importStar(e(28)),a=n.__importStar(e(18));class l extends o.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:t}=this.plot_view,i=this.coordinates.x_scale,n=this.coordinates.y_scale,o=(t,i)=>\"data\"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,a,l,r;\"width\"==this.model.dimension?(l=o(n,t.yview),a=t.bbox.left,r=t.bbox.width,s=this.model.properties.line_width.value()):(l=t.bbox.top,a=o(i,t.xview),r=this.model.properties.line_width.value(),s=t.bbox.height);const{ctx:_}=this.layer;_.save(),_.beginPath(),this.visuals.line.set_value(_),_.moveTo(a,l),\"width\"==this.model.dimension?_.lineTo(a+r,l):_.lineTo(a,l+s),_.stroke(),_.restore()}}i.SpanView=l,l.__name__=\"SpanView\";class r extends o.Annotation{constructor(e){super(e)}static init_Span(){this.prototype.default_view=l,this.mixins(s.Line),this.define({render_mode:[a.RenderMode,\"canvas\"],location:[a.Number,null],location_units:[a.SpatialUnits,\"data\"],dimension:[a.Dimension,\"width\"]}),this.override({line_color:\"black\"}),this.internal({for_hover:[a.Boolean,!1]})}}i.Span=r,r.__name__=\"Span\",r.init_Span()},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const l=t(1),s=t(161),a=t(74),n=l.__importStar(t(28)),o=l.__importStar(t(18));class r extends s.TextAnnotationView{initialize(){super.initialize(),this.visuals.text=new a.Text(this.model)}_get_location(){const t=this.panel,e=this.model.offset;let i,l;const{bbox:s}=t;switch(t.side){case\"above\":case\"below\":switch(this.model.vertical_align){case\"top\":l=s.top+5;break;case\"middle\":l=s.vcenter;break;case\"bottom\":l=s.bottom-5}switch(this.model.align){case\"left\":i=s.left+e;break;case\"center\":i=s.hcenter;break;case\"right\":i=s.right-e}break;case\"left\":switch(this.model.vertical_align){case\"top\":i=s.left-5;break;case\"middle\":i=s.hcenter;break;case\"bottom\":i=s.right+5}switch(this.model.align){case\"left\":l=s.bottom-e;break;case\"center\":l=s.vcenter;break;case\"right\":l=s.top+e}break;case\"right\":switch(this.model.vertical_align){case\"top\":i=s.right-5;break;case\"middle\":i=s.hcenter;break;case\"bottom\":i=s.left+5}switch(this.model.align){case\"left\":l=s.top+e;break;case\"center\":l=s.vcenter;break;case\"right\":l=s.bottom-e}}return[i,l]}_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(),l=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,l)}_get_size(){const{text:t}=this.model;if(null==t||0==t.length)return{width:0,height:0};{this.visuals.text.set_value(this.layer.ctx);const{width:e,ascent:i}=this.layer.ctx.measureText(t);return{width:e,height:i*this.visuals.text.text_line_height.value()+10}}}}i.TitleView=r,r.__name__=\"TitleView\";class c extends s.TextAnnotation{constructor(t){super(t)}static init_Title(){this.prototype.default_view=r,this.mixins([[\"border_\",n.Line],[\"background_\",n.Fill]]),this.define({text:[o.String],text_font:[o.Font,\"helvetica\"],text_font_size:[o.StringSpec,\"13px\"],text_font_style:[o.FontStyle,\"bold\"],text_color:[o.ColorSpec,\"#444444\"],text_alpha:[o.NumberSpec,1],text_line_height:[o.Number,1],vertical_align:[o.VerticalAlign,\"bottom\"],align:[o.TextAlign,\"left\"],offset:[o.Number,0]}),this.override({background_fill_color:null,border_line_color:null}),this.internal({text_align:[o.TextAlign,\"left\"],text_baseline:[o.TextBaseline,\"bottom\"]})}}i.Title=c,c.__name__=\"Title\",c.init_Title()},\n", + " function _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const o=e(1),l=e(36),s=e(115),a=e(72),n=e(79),r=o.__importStar(e(18));class _ extends l.AnnotationView{constructor(){super(...arguments),this.rotate=!0,this._invalidate_toolbar=!0,this._previous_bbox=new n.BBox}initialize(){super.initialize(),this.el=a.div(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){this._toolbar_view=await s.build_view(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push(e=>this._toolbar_view.set_visibility(e))}remove(){this._toolbar_view.remove(),a.remove(this.el),super.remove()}render(){this.model.visible||a.undisplay(this.el),super.render()}_render(){const{bbox:e}=this.panel;this._previous_bbox.equals(e)||(a.position(this.el,e),this._previous_bbox=e),this._invalidate_toolbar&&(this.el.style.position=\"absolute\",this.el.style.overflow=\"hidden\",this._toolbar_view.render(),a.empty(this.el),this.el.appendChild(this._toolbar_view.el),this._invalidate_toolbar=!1),a.display(this.el)}_get_size(){const{tools:e,logo:i}=this.model.toolbar;return{width:30*e.length+(null!=i?25:0),height:30}}}t.ToolbarPanelView=_,_.__name__=\"ToolbarPanelView\";class h extends l.Annotation{constructor(e){super(e)}static init_ToolbarPanel(){this.prototype.default_view=_,this.define({toolbar:[r.Instance]})}}t.ToolbarPanel=h,h.__name__=\"ToolbarPanel\",h.init_ToolbarPanel()},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1),l=t(36),o=t(72),n=s.__importStar(t(18)),a=t(172),h=t(173),r=s.__importDefault(t(174));class c extends l.AnnotationView{initialize(){super.initialize(),this.el=o.div({class:a.bk_tooltip}),o.undisplay(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){o.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||o.undisplay(this.el),super.render()}_render(){const{content:t}=this.model;null!=t?(o.empty(this.el),o.classes(this.el).toggle(a.bk_tooltip_custom,this.model.custom),this.el.appendChild(t),this.model.show_arrow&&this.el.classList.add(a.bk_tooltip_arrow)):o.undisplay(this.el)}_reposition(){const{position:t}=this.model;if(null==t)return void o.undisplay(this.el);const[e,i]=t,s=(()=>{const t=this.parent.layout.bbox.relativize(),{attachment:s}=this.model;switch(s){case\"horizontal\":return eo.div()],custom:[n.Any]})}clear(){this.position=null}}i.Tooltip=d,d.__name__=\"Tooltip\",d.init_Tooltip()},\n", + " function _(o,t,l){Object.defineProperty(l,\"__esModule\",{value:!0}),l.bk_tooltip=\"bk-tooltip\",l.bk_tooltip_arrow=\"bk-tooltip-arrow\",l.bk_tooltip_custom=\"bk-tooltip-custom\",l.bk_tooltip_row_label=\"bk-tooltip-row-label\",l.bk_tooltip_row_value=\"bk-tooltip-row-value\",l.bk_tooltip_color_block=\"bk-tooltip-color-block\"},\n", + " function _(e,b,k){Object.defineProperty(k,\"__esModule\",{value:!0}),k.bk_active=\"bk-active\",k.bk_inline=\"bk-inline\",k.bk_left=\"bk-left\",k.bk_right=\"bk-right\",k.bk_above=\"bk-above\",k.bk_below=\"bk-below\",k.bk_up=\"bk-up\",k.bk_down=\"bk-down\",k.bk_side=function(e){switch(e){case\"above\":return k.bk_above;case\"below\":return k.bk_below;case\"left\":return k.bk_left;case\"right\":return k.bk_right}}},\n", + " function _(o,n,t){Object.defineProperty(t,\"__esModule\",{value:!0});t.default='\\n.bk-root {\\n /* Same border color used everywhere */\\n /* Gray of icons */\\n}\\n.bk-root .bk-tooltip {\\n font-weight: 300;\\n font-size: 12px;\\n position: absolute;\\n padding: 5px;\\n border: 1px solid #e5e5e5;\\n color: #2f2f2f;\\n background-color: white;\\n pointer-events: none;\\n opacity: 0.95;\\n z-index: 100;\\n}\\n.bk-root .bk-tooltip > div:not(:first-child) {\\n /* gives space when multiple elements are being hovered over */\\n margin-top: 5px;\\n border-top: #e5e5e5 1px dashed;\\n}\\n.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-left::before {\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right::after {\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-above::before {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n top: -10px;\\n border-bottom-width: 10px;\\n border-bottom-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-below::after {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n bottom: -10px;\\n border-top-width: 10px;\\n border-top-color: #909599;\\n}\\n.bk-root .bk-tooltip-row-label {\\n text-align: right;\\n color: #26aae1;\\n /* blue from toolbar highlighting */\\n}\\n.bk-root .bk-tooltip-row-value {\\n color: default;\\n /* seems to be necessary for notebook */\\n}\\n.bk-root .bk-tooltip-color-block {\\n width: 12px;\\n height: 12px;\\n margin-left: 5px;\\n margin-right: 5px;\\n outline: #dddddd solid 1px;\\n display: inline-block;\\n}\\n'},\n", + " function _(e,s,t){Object.defineProperty(t,\"__esModule\",{value:!0});const i=e(1),r=e(123),o=e(84),h=e(28),n=i.__importStar(e(18));class l extends r.UpperLowerView{connect_signals(){super.connect_signals(),this.connect(this.model.source.streaming,()=>this.set_data(this.model.source)),this.connect(this.model.source.patching,()=>this.set_data(this.model.source)),this.connect(this.model.source.change,()=>this.set_data(this.model.source))}_render(){this._map_data();const{ctx:e}=this.layer;if(this.visuals.line.doit)for(let s=0,t=this._lower_sx.length;snew o.TeeHead({level:\"underlay\",size:10})],upper_head:[n.Instance,()=>new o.TeeHead({level:\"underlay\",size:10})]}),this.override({level:\"underlay\"})}}t.Whisker=_,_.__name__=\"Whisker\",_.init_Whisker()},\n", + " function _(i,a,e){Object.defineProperty(e,\"__esModule\",{value:!0});var r=i(177);e.Axis=r.Axis;var s=i(179);e.CategoricalAxis=s.CategoricalAxis;var x=i(182);e.ContinuousAxis=x.ContinuousAxis;var A=i(183);e.DatetimeAxis=A.DatetimeAxis;var o=i(184);e.LinearAxis=o.LinearAxis;var t=i(197);e.LogAxis=t.LogAxis;var n=i(200);e.MercatorAxis=n.MercatorAxis},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1),a=t(178),l=s.__importStar(t(28)),n=s.__importStar(t(18)),o=t(9),r=t(8),_=t(98),{abs:h,min:c,max:d}=Math;class m extends a.GuideRendererView{constructor(){super(...arguments),this.rotate=!0}get panel(){return this.layout}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const e={tick:this._tick_extent(),tick_label:this._tick_label_extents(),axis_label:this._axis_label_extent()},{tick_coords:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,e),this._draw_major_ticks(s,e,i),this._draw_minor_ticks(s,e,i),this._draw_major_labels(s,e,i),this._draw_axis_label(s,e,i),null===(t=this._paint)||void 0===t||t.call(this,s,e,i),s.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.plot_view.request_layout())}get_size(){if(this.model.visible&&null==this.model.fixed_location&&this.is_renderable){const t=this._get_size();return{width:0,height:Math.round(t)}}return{width:0,height:0}}_get_size(){return this._tick_extent()+this._tick_label_extent()+this._axis_label_extent()}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,[a,l]=this.coordinates.map_to_screen(i,s),[n,o]=this.normals,[r,_]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath(),t.moveTo(Math.round(a[0]+n*r),Math.round(l[0]+o*_));for(let e=1;ec&&(c=o)}return c>0&&(c+=s),c}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.doFormat(t,this);for(let i=0;ih(n-o)?(t=d(c(a,l),n),s=c(d(a,l),o)):(t=c(a,l),s=d(a,l)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,l=[new Array(2),new Array(2)];return l[t][0]=Math.max(s,i.min),l[t][1]=Math.min(a,i.max),l[t][0]>l[t][1]&&(l[t][0]=l[t][1]=NaN),l[e][0]=this.loc,l[e][1]=this.loc,l}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,l=this.model.ticker.get_ticks(s,a,i,this.loc,{}),n=l.major,o=l.minor,r=[[],[]],_=[[],[]],[h,c]=[i.min,i.max];for(let i=0;ic||(r[t].push(n[i]),r[e].push(this.loc));for(let i=0;ic||(_[t].push(o[i]),_[e].push(this.loc));return{major:r,minor:_}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if(r.isNumber(t))return t;const[,e]=this.ranges;if(e instanceof _.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=m,m.__name__=\"AxisView\";class b extends a.GuideRenderer{constructor(t){super(t)}static init_Axis(){this.prototype.default_view=m,this.mixins([[\"axis_\",l.Line],[\"major_tick_\",l.Line],[\"minor_tick_\",l.Line],[\"major_label_\",l.Text],[\"axis_label_\",l.Text]]),this.define({bounds:[n.Any,\"auto\"],ticker:[n.Instance],formatter:[n.Instance],axis_label:[n.String,\"\"],axis_label_standoff:[n.Int,5],major_label_standoff:[n.Int,5],major_label_orientation:[n.Any,\"horizontal\"],major_label_overrides:[n.Any,{}],major_tick_in:[n.Number,2],major_tick_out:[n.Number,6],minor_tick_in:[n.Number,0],minor_tick_out:[n.Number,4],fixed_location:[n.Any,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=b,b.__name__=\"Axis\",b.init_Axis()},\n", + " function _(e,r,d){Object.defineProperty(d,\"__esModule\",{value:!0});const i=e(70);class n extends i.RendererView{}d.GuideRendererView=n,n.__name__=\"GuideRendererView\";class t extends i.Renderer{constructor(e){super(e)}static init_GuideRenderer(){this.override({level:\"guide\"})}}d.GuideRenderer=t,t.__name__=\"GuideRenderer\",t.init_GuideRenderer()},\n", + " function _(t,s,o){Object.defineProperty(o,\"__esModule\",{value:!0});const e=t(1),i=t(177),r=t(180),a=t(181),l=e.__importStar(t(28)),_=e.__importStar(t(18));class n extends i.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;ti&&ht[1]),s=this.model.formatter.doFormat(t,this);a.push([s,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([i.tops,r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=i.major.map(t=>t[2]),s=this.model.formatter.doFormat(t,this),o=i.mids.map(t=>t[1]);a.push([s,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([o,r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([i.tops,r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc,{}),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map(t=>this.loc),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map(t=>this.loc)),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map(t=>this.loc)),a}}o.CategoricalAxisView=n,n.__name__=\"CategoricalAxisView\";class h extends i.Axis{constructor(t){super(t)}static init_CategoricalAxis(){this.prototype.default_view=n,this.mixins([[\"separator_\",l.Line],[\"group_\",l.Text],[\"subgroup_\",l.Text]]),this.define({group_label_orientation:[_.Any,\"parallel\"],subgroup_label_orientation:[_.Any,\"parallel\"]}),this.override({ticker:()=>new r.CategoricalTicker,formatter:()=>new a.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\"})}}o.CategoricalAxis=h,h.__name__=\"CategoricalAxis\",h.init_CategoricalAxis()},\n", + " function _(t,c,e){Object.defineProperty(e,\"__esModule\",{value:!0});const o=t(129);class s extends o.Ticker{constructor(t){super(t)}get_ticks(t,c,e,o,s){return{major:this._collect(e.factors,e,t,c),minor:[],tops:this._collect(e.tops||[],e,t,c),mids:this._collect(e.mids||[],e,t,c)}}_collect(t,c,e,o){const s=[];for(const r of t){const t=c.synthetic(r);t>e&&tnew r.DatetimeTicker,formatter:()=>new a.DatetimeTickFormatter})}}i.DatetimeAxis=_,_.__name__=\"DatetimeAxis\",_.init_DatetimeAxis()},\n", + " function _(e,i,s){Object.defineProperty(s,\"__esModule\",{value:!0});const t=e(177),n=e(182),r=e(130),a=e(126);class _ extends t.AxisView{}s.LinearAxisView=_,_.__name__=\"LinearAxisView\";class c extends n.ContinuousAxis{constructor(e){super(e)}static init_LinearAxis(){this.prototype.default_view=_,this.override({ticker:()=>new a.BasicTicker,formatter:()=>new r.BasicTickFormatter})}}s.LinearAxis=c,c.__name__=\"LinearAxis\",c.init_LinearAxis()},\n", + " function _(t,s,e){Object.defineProperty(e,\"__esModule\",{value:!0});const r=t(1),i=r.__importDefault(t(186)),n=t(131),o=t(19),a=r.__importStar(t(18)),c=t(187),m=t(9),u=t(8);function h(t){return i.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:i.default(t,s)}}const l=[\"microseconds\",\"milliseconds\",\"seconds\",\"minsec\",\"minutes\",\"hourmin\",\"hours\",\"days\",\"months\",\"years\"];class _ extends n.TickFormatter{constructor(t){super(t),this.strip_leading_zeros=!0}static init_DatetimeTickFormatter(){this.define({microseconds:[a.Array,[\"%fus\"]],milliseconds:[a.Array,[\"%3Nms\",\"%S.%3Ns\"]],seconds:[a.Array,[\"%Ss\"]],minsec:[a.Array,[\":%M:%S\"]],minutes:[a.Array,[\":%M\",\"%Mm\"]],hourmin:[a.Array,[\"%H:%M\"]],hours:[a.Array,[\"%Hh\",\"%H:%M\"]],days:[a.Array,[\"%m/%d\",\"%a%d\"]],months:[a.Array,[\"%m/%Y\",\"%b %Y\"]],years:[a.Array,[\"%Y\"]]})}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const t=+i.default(new Date),s=function(s){const e=s.map(s=>d(t,s).length),r=m.sort_by(m.zip(e,s),([t])=>t);return m.unzip(r)};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,r=e/(t.length-1),i=this._get_resolution_str(r,e),[,[n]]=this._width_formats[i],a=[],c=l.indexOf(i),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,n)}catch(t){o.logger.warn(\"unable to format tick for timestamp value \"+s),o.logger.warn(\" - \"+t),a.push(\"ERR\");continue}let r=!1,u=c;for(;0==e[m[l[u]]];){let n;if(u+=1,u==l.length)break;if((\"minsec\"==i||\"hourmin\"==i)&&!r){if(\"minsec\"==i&&0==e[4]&&0!=e[5]||\"hourmin\"==i&&0==e[3]&&0!=e[4]){n=this._width_formats[l[c-1]][1][0],t=d(s,n);break}r=!0}n=this._width_formats[l[u]][1][0],t=d(s,n)}if(this.strip_leading_zeros){let s=t.replace(/^0+/g,\"\");s!=t&&isNaN(parseInt(s))&&(s=\"0\"+s),a.push(s)}else a.push(t)}return a}}e.DatetimeTickFormatter=_,_.__name__=\"DatetimeTickFormatter\",_.init_DatetimeTickFormatter()},\n", + " function _(e,t,n){!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 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t=this.days;t.length>1?this.interval=(t[1]-t[0])*a.ONE_DAY:this.interval=31*a.ONE_DAY}get_ticks_no_defaults(t,e,n,i){const s=function(t,e){const n=a.last_month_no_later_than(new Date(t)),i=a.last_month_no_later_than(new Date(e));i.setUTCMonth(i.getUTCMonth()+1);const s=[],o=n;for(;s.push(a.copy_date(o)),o.setUTCMonth(o.getUTCMonth()+1),!(o>i););return s}(t,e),o=this.days,_=this.interval;return{major:r.concat(s.map(t=>((t,e)=>{const n=t.getUTCMonth(),i=[];for(const s of o){const o=a.copy_date(t);o.setUTCDate(s);new Date(o.getTime()+e/2).getUTCMonth()==n&&i.push(o)}return i})(t,_))).map(t=>t.getTime()).filter(n=>t<=n&&n<=e),minor:[]}}}n.DaysTicker=_,_.__name__=\"DaysTicker\",_.init_DaysTicker()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),r=e(128),l=n.__importStar(e(18));class a extends r.ContinuousTicker{constructor(e){super(e)}static init_SingleIntervalTicker(){this.define({interval:[l.Number]})}get_interval(e,t,i){return this.interval}get min_interval(){return this.interval}get max_interval(){return this.interval}}i.SingleIntervalTicker=a,a.__name__=\"SingleIntervalTicker\",a.init_SingleIntervalTicker()},\n", + " function _(t,e,n){function _(t){return new Date(t.getTime())}function O(t){const e=_(t);return e.setUTCDate(1),e.setUTCHours(0),e.setUTCMinutes(0),e.setUTCSeconds(0),e.setUTCMilliseconds(0),e}Object.defineProperty(n,\"__esModule\",{value:!0}),n.ONE_MILLI=1,n.ONE_SECOND=1e3,n.ONE_MINUTE=60*n.ONE_SECOND,n.ONE_HOUR=60*n.ONE_MINUTE,n.ONE_DAY=24*n.ONE_HOUR,n.ONE_MONTH=30*n.ONE_DAY,n.ONE_YEAR=365*n.ONE_DAY,n.copy_date=_,n.last_month_no_later_than=O,n.last_year_no_later_than=function(t){const e=O(t);return e.setUTCMonth(0),e}},\n", + " function _(t,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});const r=t(1),i=t(193),s=t(194),a=r.__importStar(t(18)),o=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}static init_MonthsTicker(){this.define({months:[a.Array,[]]})}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*s.ONE_MONTH:this.interval=12*s.ONE_MONTH}get_ticks_no_defaults(t,e,n,r){const i=function(t,e){const n=s.last_year_no_later_than(new Date(t)),r=s.last_year_no_later_than(new Date(e));r.setUTCFullYear(r.getUTCFullYear()+1);const i=[],a=n;for(;i.push(s.copy_date(a)),a.setUTCFullYear(a.getUTCFullYear()+1),!(a>r););return i}(t,e),a=this.months;return{major:o.concat(i.map(t=>a.map(e=>{const n=s.copy_date(t);return n.setUTCMonth(e),n}))).map(t=>t.getTime()).filter(n=>t<=n&&n<=e),minor:[]}}}n.MonthsTicker=_,_.__name__=\"MonthsTicker\",_.init_MonthsTicker()},\n", + " function _(e,t,a){Object.defineProperty(a,\"__esModule\",{value:!0});const i=e(126),r=e(193),n=e(194);class _ extends r.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=n.ONE_YEAR,this.basic_ticker=new i.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=n.last_year_no_later_than(new Date(e)).getUTCFullYear(),_=n.last_year_no_later_than(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,_,a,i).major.map(e=>Date.UTC(e,0,1)).filter(a=>e<=a&&a<=t),minor:[]}}}a.YearsTicker=_,_.__name__=\"YearsTicker\"},\n", + " function _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const s=e(177),o=e(182),n=e(198),r=e(199);class _ extends s.AxisView{}t.LogAxisView=_,_.__name__=\"LogAxisView\";class c extends o.ContinuousAxis{constructor(e){super(e)}static init_LogAxis(){this.prototype.default_view=_,this.override({ticker:()=>new r.LogTicker,formatter:()=>new n.LogTickFormatter})}}t.LogAxis=c,c.__name__=\"LogAxis\",c.init_LogAxis()},\n", + " function _(t,e,r){Object.defineProperty(r,\"__esModule\",{value:!0});const i=t(1),o=t(131),a=t(130),n=i.__importStar(t(18));class c extends o.TickFormatter{constructor(t){super(t)}static init_LogTickFormatter(){this.define({ticker:[n.Instance,null]})}initialize(){super.initialize(),this.basic_formatter=new a.BasicTickFormatter}doFormat(t,e){if(0==t.length)return[];const r=null!=this.ticker?this.ticker.base:10;let i=!1;const o=new Array(t.length);for(let e=0,a=t.length;e0&&o[e]==o[e-1]){i=!0;break}return i?this.basic_formatter.doFormat(t,e):o}}r.LogTickFormatter=c,c.__name__=\"LogTickFormatter\",c.init_LogTickFormatter()},\n", + " function _(t,o,e){Object.defineProperty(e,\"__esModule\",{value:!0});const i=t(127),s=t(9);class n extends i.AdaptiveTicker{constructor(t){super(t)}static init_LogTicker(){this.override({mantissas:[1,5]})}get_ticks_no_defaults(t,o,e,i){const n=this.num_minor_ticks,r=[],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=s.range(c,a+1).filter(t=>0!=t).map(t=>t*e).filter(e=>t<=e&&e<=o),n>0&&h.length>0){const t=e/n,o=s.range(0,n).map(o=>o*t);for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*a),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=s.range(t-1,o+1,e).map(t=>c**t),n>0&&h.length>0){const t=c**e/n,o=s.range(1,n+1).map(o=>o*t);for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter(e=>t<=e&&e<=o),minor:r.filter(e=>t<=e&&e<=o)}}}e.LogTicker=n,n.__name__=\"LogTicker\",n.init_LogTicker()},\n", + " function _(e,t,r){Object.defineProperty(r,\"__esModule\",{value:!0});const i=e(177),s=e(184),o=e(201),a=e(202);class c extends i.AxisView{}r.MercatorAxisView=c,c.__name__=\"MercatorAxisView\";class n extends s.LinearAxis{constructor(e){super(e)}static init_MercatorAxis(){this.prototype.default_view=c,this.override({ticker:()=>new a.MercatorTicker({dimension:\"lat\"}),formatter:()=>new o.MercatorTickFormatter({dimension:\"lat\"})})}}r.MercatorAxis=n,n.__name__=\"MercatorAxis\",n.init_MercatorAxis()},\n", + " function _(r,t,e){Object.defineProperty(e,\"__esModule\",{value:!0});const o=r(1),n=r(130),i=o.__importStar(r(18)),c=r(37);class a extends n.BasicTickFormatter{constructor(r){super(r)}static init_MercatorTickFormatter(){this.define({dimension:[i.LatLon]})}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{const n=s.replace_placeholders(this.url,t,e);if(!r.isString(n))throw new Error(\"HTML output is not supported in this context\");this.same_tab?window.location.href=n:window.open(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=a,a.__name__=\"OpenURL\",a.init_OpenURL()},\n", + " function _(a,e,r){Object.defineProperty(r,\"__esModule\",{value:!0});var n=a(77);r.Canvas=n.Canvas;var s=a(208);r.CartesianFrame=s.CartesianFrame},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const a=e(209),_=e(146),n=e(157),r=e(158),i=e(210),g=e(98),c=e(212),o=e(13),l=e(11);class h extends c.LayoutItem{constructor(e,t,s,a,_={},n={}){super(),this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=n,l.assert(null==e.source_range&&null==e.target_range),l.assert(null==t.source_range&&null==t.target_range),this._configure_scales()}_get_ranges(e,t){return new Map(o.entries(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s){const c=new Map;for(const[o,l]of t){if((l instanceof i.DataRange1d||l instanceof r.Range1d)&&!(e instanceof _.ContinuousScale))throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);if(l instanceof g.FactorRange&&!(e instanceof a.CategoricalScale))throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint=\"log\");const t=e.clone();t.setv({source_range:l,target_range:s}),c.set(o,t)}return c}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new r.Range1d({start:e.left,end:e.right}),this._y_target=new r.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,t){super._set_geometry(e,t),this._update_scales()}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=h,h.__name__=\"CartesianFrame\"},\n", + " function _(e,r,t){Object.defineProperty(t,\"__esModule\",{value:!0});const n=e(147);class _ extends n.Scale{constructor(e){super(e)}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)}}t.CategoricalScale=_,_.__name__=\"CategoricalScale\"},\n", + " function _(t,i,n){Object.defineProperty(n,\"__esModule\",{value:!0});const e=t(1),a=t(211),s=t(90),l=t(19),_=e.__importStar(t(18)),o=e.__importStar(t(79)),r=t(9);class h extends a.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}static init_DataRange1d(){this.define({start:[_.Number],end:[_.Number],range_padding:[_.Number,.1],range_padding_units:[_.PaddingUnits,\"percent\"],flipped:[_.Boolean,!1],follow:[_.StartEnd],follow_interval:[_.Number],default_span:[_.Number,2],only_visible:[_.Boolean,!1]}),this.internal({scale_hint:[_.String,\"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 t=this.names;let i=this.renderers;if(0==i.length)for(const t of this.plots){const n=t.renderers.filter(t=>t instanceof s.GlyphRenderer);i=i.concat(n)}t.length>0&&(i=i.filter(i=>r.includes(t,i.name))),l.logger.debug(`computed ${i.length} renderers for ${this}`);for(const t of i)l.logger.trace(\" - \"+t);return i}_compute_plot_bounds(t,i){let n=o.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=o.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=o.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e_&&(\"start\"==this.follow?a=e+s*_:\"end\"==this.follow&&(e=a-s*_)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.values(),i);let[o,r]=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&&(r=this._initial_end):r=this._initial_end);const[h,d]=[this.start,this.end];if(o!=h||r!=d){const t={};o!=h&&(t.start=o),r!=d&&(t.end=r),this.setv(t)}\"auto\"==this.bounds&&this.setv({bounds:[o,r]},{silent:!0}),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=h,h.__name__=\"DataRange1d\",h.init_DataRange1d()},\n", + " function _(e,a,t){Object.defineProperty(t,\"__esModule\",{value:!0});const n=e(1),r=e(99),s=n.__importStar(e(18));class _ extends r.Range{constructor(e){super(e)}static init_DataRange(){this.define({names:[s.Array,[]],renderers:[s.Array,[]]})}}t.DataRange=_,_.__name__=\"DataRange\",_.init_DataRange()},\n", + " function _(a,o,t){Object.defineProperty(t,\"__esModule\",{value:!0});var e=a(213);t.Sizeable=e.Sizeable,t.SizingPolicy=e.SizingPolicy;var i=a(214);t.Layoutable=i.Layoutable,t.LayoutItem=i.LayoutItem;var n=a(215);t.HStack=n.HStack,t.VStack=n.VStack,t.AnchorLayout=n.AnchorLayout;var r=a(216);t.Grid=r.Grid,t.Row=r.Row,t.Column=r.Column;var c=a(217);t.ContentBox=c.ContentBox,t.VariadicBox=c.VariadicBox},\n", + " function _(t,h,i){Object.defineProperty(i,\"__esModule\",{value:!0});const e=t(21),{min:d,max:n}=Math;class w{constructor(t={}){this.width=null!=t.width?t.width:0,this.height=null!=t.height?t.height:0}bounded_to({width:t,height:h}){return new w({width:this.width==1/0&&null!=t?t:this.width,height:this.height==1/0&&null!=h?h:this.height})}expanded_to({width:t,height:h}){return new w({width:t!=1/0?n(this.width,t):this.width,height:h!=1/0?n(this.height,h):this.height})}expand_to({width:t,height:h}){this.width=n(this.width,t),this.height=n(this.height,h)}narrowed_to({width:t,height:h}){return new w({width:d(this.width,t),height:d(this.height,h)})}narrow_to({width:t,height:h}){this.width=d(this.width,t),this.height=d(this.height,h)}grow_by({left:t,right:h,top:i,bottom:e}){const d=this.width+t+h,n=this.height+i+e;return new w({width:d,height:n})}shrink_by({left:t,right:h,top:i,bottom:e}){const d=n(this.width-t-h,0),s=n(this.height-i-e,0);return new w({width:d,height:s})}map(t,h){return new w({width:t(this.width),height:(null!=h?h:t)(this.height)})}}i.Sizeable=w,w.__name__=\"Sizeable\",i.SizingPolicy=e.Enum(\"fixed\",\"fit\",\"min\",\"max\")},\n", + " function _(i,t,h){Object.defineProperty(h,\"__esModule\",{value:!0});const e=i(213),s=i(79),{min:n,max:g,round:a}=Math;class l{constructor(){this._bbox=new s.BBox,this._inner_bbox=new s.BBox}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set_sizing(i){const t=i.width_policy||\"fit\",h=i.width,e=null!=i.min_width?i.min_width:0,s=null!=i.max_width?i.max_width:1/0,n=i.height_policy||\"fit\",g=i.height,a=null!=i.min_height?i.min_height:0,l=null!=i.max_height?i.max_height:1/0,_=i.aspect,d=i.margin||{top:0,right:0,bottom:0,left:0},r=!1!==i.visible,w=i.halign||\"start\",o=i.valign||\"start\";this._sizing={width_policy:t,min_width:e,width:h,max_width:s,height_policy:n,min_height:a,height:g,max_height:l,aspect:_,margin:d,visible:r,halign:w,valign:o,size:{width:h,height:g},min_size:{width:e,height:a},max_size:{width:s,height:l}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){this._set_geometry(i,t||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:s,height_policy:n}=this.sizing,g=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if(\"fixed\"!=s&&\"fixed\"!=n)if(s==n){const s=t,n=a(t/e),g=a(h*e),l=h;Math.abs(i.width-s)+Math.abs(i.height-n)<=Math.abs(i.width-g)+Math.abs(i.height-l)?(t=s,h=n):(t=g,h=l)}else g(s,n)?h=a(t/e):t=a(h*e);else\"fixed\"==s?h=a(t/e):\"fixed\"==n&&(t=a(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,s=new e.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(s),g=this.clip_size(n),a=t(g.width),l=h(g.height),_=this.apply_aspect(s,{width:a,height:l});return Object.assign(Object.assign({},n),_)}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 s.BBox({left:0,top:0,width:h,height:e});let g=void 0;if(null!=t.inner){const{left:i,top:n,right:a,bottom:l}=t.inner;g=new s.BBox({left:i,top:n,right:h-a,bottom:e-l})}this.set_geometry(n,g)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_width(i){return g(this.sizing.min_width,n(i,this.sizing.max_width))}clip_height(i){return g(this.sizing.min_height,n(i,this.sizing.max_height))}clip_size({width:i,height:t}){return{width:this.clip_width(i),height:this.clip_height(t)}}}h.Layoutable=l,l.__name__=\"Layoutable\";class _ extends l{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;let e,s;if(i.width==1/0)e=null!=this.sizing.width?this.sizing.width:0;else switch(t){case\"fixed\":e=null!=this.sizing.width?this.sizing.width:0;break;case\"min\":e=null!=this.sizing.width?n(i.width,this.sizing.width):0;break;case\"fit\":e=null!=this.sizing.width?n(i.width,this.sizing.width):i.width;break;case\"max\":e=null!=this.sizing.width?g(i.width,this.sizing.width):i.width}if(i.height==1/0)s=null!=this.sizing.height?this.sizing.height:0;else switch(h){case\"fixed\":s=null!=this.sizing.height?this.sizing.height:0;break;case\"min\":s=null!=this.sizing.height?n(i.height,this.sizing.height):0;break;case\"fit\":s=null!=this.sizing.height?n(i.height,this.sizing.height):i.height;break;case\"max\":s=null!=this.sizing.height?g(i.height,this.sizing.height):i.height}return{width:e,height:s}}}h.LayoutItem=_,_.__name__=\"LayoutItem\";class d extends l{_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=d,d.__name__=\"ContentLayoutable\"},\n", + " function _(t,e,h){Object.defineProperty(h,\"__esModule\",{value:!0});const o=t(214),r=t(79);class i extends o.Layoutable{constructor(){super(...arguments),this.children=[]}}h.Stack=i,i.__name__=\"Stack\";class s extends i{_measure(t){let e=0,h=0;for(const t of this.children){const o=t.measure({width:0,height:0});e+=o.width,h=Math.max(h,o.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const{top:h,bottom:o}=t;let{left:i}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new r.BBox({left:i,width:e,top:h,bottom:o})),i+=e}}}h.HStack=s,s.__name__=\"HStack\";class n extends i{_measure(t){let e=0,h=0;for(const t of this.children){const o=t.measure({width:0,height:0});e=Math.max(e,o.width),h+=o.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const{left:h,right:o}=t;let{top:i}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new r.BBox({top:i,height:e,left:h,right:o})),i+=e}}}h.VStack=n,n.__name__=\"VStack\";class c extends o.Layoutable{constructor(){super(...arguments),this.children=[]}_measure(t){let e=0,h=0;for(const{layout:o}of this.children){const r=o.measure(t);e=Math.max(e,r.width),h=Math.max(h,r.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);for(const{layout:e,anchor:h,margin:o}of this.children){const{left:i,right:s,top:n,bottom:c,hcenter:a,vcenter:_}=t,{width:g,height:d}=e.measure(t);let m;switch(h){case\"top_left\":m=new r.BBox({left:i+o,top:n+o,width:g,height:d});break;case\"top_center\":m=new r.BBox({hcenter:a,top:n+o,width:g,height:d});break;case\"top_right\":m=new r.BBox({right:s-o,top:n+o,width:g,height:d});break;case\"bottom_right\":m=new r.BBox({right:s-o,bottom:c-o,width:g,height:d});break;case\"bottom_center\":m=new r.BBox({hcenter:a,bottom:c-o,width:g,height:d});break;case\"bottom_left\":m=new r.BBox({left:i+o,bottom:c-o,width:g,height:d});break;case\"center_left\":m=new r.BBox({left:i+o,vcenter:_,width:g,height:d});break;case\"center\":m=new r.BBox({hcenter:a,vcenter:_,width:g,height:d});break;case\"center_right\":m=new r.BBox({right:s-o,vcenter:_,width:g,height:d})}e.set_geometry(m)}}}h.AnchorLayout=c,c.__name__=\"AnchorLayout\"},\n", + " function _(t,i,s){Object.defineProperty(s,\"__esModule\",{value:!0});const e=t(213),o=t(214),n=t(8),r=t(79),h=t(9),{max:l,round:c}=Math;class a{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))}}a.__name__=\"DefaultMap\";class g{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=l(this._nrows,s+1),this._ncols=l(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 g;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}g.__name__=\"Container\";class p extends o.Layoutable{constructor(t=[]){super(),this.items=t,this.rows=\"auto\",this.cols=\"auto\",this.spacing=0,this.absolute=!1}is_width_expanding(){if(super.is_width_expanding())return!0;if(\"fixed\"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return h.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 h.some(t,t=>\"max\"==t.policy)}_init(){super._init();const t=new g;for(const{layout:i,row:s,col:e,row_span:o,col_span:n}of this.items)if(i.sizing.visible){const r=s,h=e,l=s+(null!=o?o:1)-1,c=e+(null!=n?n:1)-1;t.add({r0:r,c0:h,r1:l,c1:c},i)}const{nrows:i,ncols:s}=t,e=new Array(i);for(let s=0;s{const t=n.isPlainObject(this.rows)?this.rows[s]||this.rows[\"*\"]:this.rows;return null==t?{policy:\"auto\"}:n.isNumber(t)?{policy:\"fixed\",height:t}:n.isString(t)?{policy:t}:t})(),o=i.align||\"auto\";if(\"fixed\"==i.policy)e[s]={policy:\"fixed\",height:i.height,align:o};else if(\"min\"==i.policy)e[s]={policy:\"min\",align:o};else if(\"fit\"==i.policy||\"max\"==i.policy)e[s]={policy:i.policy,flex:i.flex||1,align:o};else{if(\"auto\"!=i.policy)throw new Error(\"unrechable\");h.some(t.row(s),t=>t.is_height_expanding())?e[s]={policy:\"max\",flex:1,align:o}:e[s]={policy:\"min\",align:o}}}const o=new Array(s);for(let i=0;i{const t=n.isPlainObject(this.cols)?this.cols[i]||this.cols[\"*\"]:this.cols;return null==t?{policy:\"auto\"}:n.isNumber(t)?{policy:\"fixed\",width:t}:n.isString(t)?{policy:t}:t})(),e=s.align||\"auto\";if(\"fixed\"==s.policy)o[i]={policy:\"fixed\",width:s.width,align:e};else if(\"min\"==s.policy)o[i]={policy:\"min\",align:e};else if(\"fit\"==s.policy||\"max\"==s.policy)o[i]={policy:s.policy,flex:s.flex||1,align:e};else{if(\"auto\"!=s.policy)throw new Error(\"unrechable\");h.some(t.col(i),t=>t.is_width_expanding())?o[i]={policy:\"max\",flex:1,align:e}:o[i]={policy:\"min\",align:e}}}const[r,l]=n.isNumber(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:t,nrows:i,ncols:s,rows:e,cols:o,rspacing:r,cspacing:l}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:h.sum(t)+(s-1)*o,width:h.sum(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:o,rows:n,cols:r,rspacing:h,cspacing:a}=this._state,p=new Array(s);for(let t=0;t{const{r0:o,c0:g,r1:d,c1:w}=i,u=(d-o)*h,m=(w-g)*a;let y=0;for(let i=o;i<=d;i++)y+=t(i,g).height;y+=u;let x=0;for(let i=g;i<=w;i++)x+=t(o,i).width;x+=m;const b=s.measure({width:x,height:y});f.add(i,{layout:s,size_hint:b});const z=new e.Sizeable(b).grow_by(s.sizing.margin);z.height-=u,z.width-=m;const j=[];for(let t=o;t<=d;t++){const i=n[t];\"fixed\"==i.policy?z.height-=i.height:j.push(t)}if(z.height>0){const t=c(z.height/j.length);for(const i of j)p[i]=l(p[i],t)}const O=[];for(let t=g;t<=w;t++){const i=r[t];\"fixed\"==i.policy?z.width-=i.width:O.push(t)}if(z.width>0){const t=c(z.width/O.length);for(const i of O)_[i]=l(_[i],t)}});return{size:this._measure_totals(p,_),row_heights:p,col_widths:_,size_hints:f}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:r}=this._state,h=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 a;a=\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:h.size.height;let g,p=0;for(let t=0;t0)for(let t=0;ti?i:e,t--}}}g=\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:h.size.width;let _=0;for(let t=0;t0)for(let t=0;ts?s:o,t--}}}const{row_heights:f,col_widths:d,size_hints:w}=this._measure_cells((t,i)=>({width:h.col_widths[i],height:h.row_heights[t]}));return{size:this._measure_totals(f,d),row_heights:f,col_widths:d,size_hints:w}}_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:h,col_widths:g,size_hints:p}=this._measure_grid(t),_=this._state.rows.map((t,i)=>Object.assign(Object.assign({},t),{top:0,height:h[i],get bottom(){return this.top+this.height}})),f=this._state.cols.map((t,i)=>Object.assign(Object.assign({},t),{left:0,width:g[i],get right(){return this.left+this.width}})),d=p.map((t,i)=>Object.assign(Object.assign({},i),{outer:new r.BBox,inner:new r.BBox}));for(let i=0,e=this.absolute?t.top:0;i{const{layout:l,size_hint:a}=h,{sizing:g}=l,{width:p,height:d}=a,w=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=f[e].width;return s}(i,e),u=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=_[e].height;return s}(t,s),m=i==e&&\"auto\"!=f[i].align?f[i].align:g.halign,y=t==s&&\"auto\"!=_[t].align?_[t].align:g.valign;let x=f[i].left;\"start\"==m?x+=g.margin.left:\"center\"==m?x+=c((w-p)/2):\"end\"==m&&(x+=w-g.margin.right-p);let b=_[t].top;\"start\"==y?b+=g.margin.top:\"center\"==y?b+=c((u-d)/2):\"end\"==y&&(b+=u-g.margin.bottom-d),h.outer=new r.BBox({left:x,top:b,width:p,height:d})});const w=_.map(()=>({start:new a(()=>0),end:new a(()=>0)})),u=f.map(()=>({start:new a(()=>0),end:new a(()=>0)}));d.foreach(({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:r}=o;null!=r&&(w[t].start.apply(n.top,t=>l(t,r.top)),w[s].end.apply(_[s].bottom-n.bottom,t=>l(t,r.bottom)),u[i].start.apply(n.left,t=>l(t,r.left)),u[e].end.apply(f[e].right-n.right,t=>l(t,r.right)))}),d.foreach(({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:h}=o;function l({left:t,right:i,top:s,bottom:e}){const o=h.width-t-i,n=h.height-s-e;return new r.BBox({left:t,top:s,width:o,height:n})}if(null!=n.inner){let r=l(n.inner);if(!1!==n.align){const o=w[t].start.get(h.top),n=w[s].end.get(_[s].bottom-h.bottom),c=u[i].start.get(h.left),a=u[e].end.get(f[e].right-h.right);try{r=l({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=r}else o.inner=h}),d.foreach((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)})}}s.Grid=p,p.__name__=\"Grid\";class _ extends p{constructor(t){super(),this.items=t.map((t,i)=>({layout:t,row:0,col:i})),this.rows=\"fit\"}}s.Row=_,_.__name__=\"Row\";class f extends p{constructor(t){super(),this.items=t.map((t,i)=>({layout:t,row:i,col:0})),this.cols=\"fit\"}}s.Column=f,f.__name__=\"Column\"},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=e(214),i=e(213),a=e(72);class c extends n.ContentLayoutable{constructor(e){super(),this.content_size=a.unsized(e,()=>new i.Sizeable(a.size(e)))}_content_size(){return this.content_size}}s.ContentBox=c,c.__name__=\"ContentBox\";class o extends n.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new i.Sizeable(e).bounded_to(this.sizing.size);return a.sized(this.el,t,()=>{const e=new i.Sizeable(a.content_size(this.el)),{border:t,padding:s}=a.extents(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)})}}s.VariadicBox=o,o.__name__=\"VariadicBox\";class r extends o{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=r,r.__name__=\"CachedVariadicBox\"},\n", + " function _(e,r,u){Object.defineProperty(u,\"__esModule\",{value:!0});var a=e(219);u.Expression=a.Expression;var n=e(220);u.Stack=n.Stack;var o=e(221);u.CumSum=o.CumSum},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=e(81);class i extends n.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=i,i.__name__=\"Expression\"},\n", + " function _(t,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});const r=t(1),i=t(219),s=t(24),o=r.__importStar(t(18));class a extends i.Expression{constructor(t){super(t)}static init_Stack(){this.define({fields:[o.Array,[]]})}_v_compute(t){var e;const n=null!==(e=t.get_length())&&void 0!==e?e:0,r=new s.NumberArray(n);for(const e of this.fields){const i=t.data[e];if(null!=i)for(let t=0,e=Math.min(n,i.length);tn(t,e,r,...this.values))}}n.FuncTickFormatter=u,u.__name__=\"FuncTickFormatter\",u.init_FuncTickFormatter()},\n", + " function _(r,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const e=r(1),o=e.__importStar(r(188)),a=r(131),i=e.__importStar(r(18));class u extends a.TickFormatter{constructor(r){super(r)}static init_NumeralTickFormatter(){this.define({format:[i.String,\"0,0\"],language:[i.String,\"en\"],rounding:[i.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=u,u.__name__=\"NumeralTickFormatter\",u.init_NumeralTickFormatter()},\n", + " function _(t,r,i){Object.defineProperty(i,\"__esModule\",{value:!0});const e=t(1),n=t(131),o=t(187),a=e.__importStar(t(18));class c extends n.TickFormatter{constructor(t){super(t)}static init_PrintfTickFormatter(){this.define({format:[a.String,\"%s\"]})}doFormat(t,r){return t.map(t=>o.sprintf(this.format,t))}}i.PrintfTickFormatter=c,c.__name__=\"PrintfTickFormatter\",c.init_PrintfTickFormatter()},\n", + " function _(a,e,r){Object.defineProperty(r,\"__esModule\",{value:!0});var v=a(233);r.AnnularWedge=v.AnnularWedge;var l=a(234);r.Annulus=l.Annulus;var t=a(235);r.Arc=t.Arc;var i=a(236);r.Bezier=i.Bezier;var n=a(237);r.Circle=n.Circle;var u=a(241);r.CenterRotatable=u.CenterRotatable;var c=a(242);r.Ellipse=c.Ellipse;var g=a(243);r.EllipseOval=g.EllipseOval;var A=a(94);r.Glyph=A.Glyph;var p=a(111);r.HArea=p.HArea;var s=a(244);r.HBar=s.HBar;var d=a(246);r.HexTile=d.HexTile;var R=a(247);r.Image=R.Image;var o=a(249);r.ImageRGBA=o.ImageRGBA;var y=a(250);r.ImageURL=y.ImageURL;var h=a(92);r.Line=h.Line;var m=a(252);r.MultiLine=m.MultiLine;var B=a(253);r.MultiPolygons=B.MultiPolygons;var P=a(254);r.Oval=P.Oval;var G=a(110);r.Patch=G.Patch;var H=a(255);r.Patches=H.Patches;var I=a(256);r.Quad=I.Quad;var L=a(257);r.Quadratic=L.Quadratic;var M=a(258);r.Ray=M.Ray;var O=a(259);r.Rect=O.Rect;var x=a(260);r.Segment=x.Segment;var C=a(261);r.Step=C.Step;var E=a(262);r.Text=E.Text;var Q=a(113);r.VArea=Q.VArea;var S=a(263);r.VBar=S.VBar;var T=a(264);r.Wedge=T.Wedge;var V=a(93);r.XYGlyph=V.XYGlyph},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),r=e(93),n=e(100),a=e(28),_=e(24),o=i.__importStar(e(18)),d=e(10),h=e(88);class u extends r.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=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=this._outer_radius,this._angle=new _.NumberArray(this._start_angle.length);for(let e=0,t=this._start_angle.length;e=s&&u.push(e)}const l=this.model.properties.direction.value(),c=[];for(const e of u){const i=Math.atan2(s-this.sy[e],t-this.sx[e]);d.angle_between(-i,-this._start_angle[e],-this._end_angle[e],l)&&c.push(e)}return new h.Selection({indices:c})}draw_legend_for_index(e,t,s){n.generic_area_legend(this.visuals,e,t,s)}scenterxy(e){const t=(this.sinner_radius[e]+this.souter_radius[e])/2,s=(this._start_angle[e]+this._end_angle[e])/2;return[this.sx[e]+t*Math.cos(s),this.sy[e]+t*Math.sin(s)]}}s.AnnularWedgeView=u,u.__name__=\"AnnularWedgeView\";class l extends r.XYGlyph{constructor(e){super(e)}static init_AnnularWedge(){this.prototype.default_view=u,this.mixins([a.LineVector,a.FillVector]),this.define({direction:[o.Direction,\"anticlock\"],inner_radius:[o.DistanceSpec],outer_radius:[o.DistanceSpec],start_angle:[o.AngleSpec],end_angle:[o.AngleSpec]})}}s.AnnularWedge=l,l.__name__=\"AnnularWedge\",l.init_AnnularWedge()},\n", + " function _(s,i,e){Object.defineProperty(e,\"__esModule\",{value:!0});const t=s(1),r=s(93),n=s(28),a=t.__importStar(s(18)),_=s(32),u=s(88);class o extends r.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=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=this._outer_radius}_render(s,i,{sx:e,sy:t,sinner_radius:r,souter_radius:n}){for(const a of i)if(!isNaN(e[a]+t[a]+r[a]+n[a])){if(this.visuals.fill.doit){if(this.visuals.fill.set_vectorize(s,a),s.beginPath(),_.is_ie)for(const i of[!1,!0])s.arc(e[a],t[a],r[a],0,Math.PI,i),s.arc(e[a],t[a],n[a],Math.PI,0,!i);else s.arc(e[a],t[a],r[a],0,2*Math.PI,!0),s.arc(e[a],t[a],n[a],2*Math.PI,0,!1);s.fill()}this.visuals.line.doit&&(this.visuals.line.set_vectorize(s,a),s.beginPath(),s.arc(e[a],t[a],r[a],0,2*Math.PI),s.moveTo(e[a]+n[a],t[a]),s.arc(e[a],t[a],n[a],0,2*Math.PI),s.stroke())}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e);let n,a,_,o;if(\"data\"==this.model.properties.outer_radius.units)n=t-this.max_outer_radius,_=t+this.max_outer_radius,a=r-this.max_outer_radius,o=r+this.max_outer_radius;else{const s=i-this.max_outer_radius,t=i+this.max_outer_radius;[n,_]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_outer_radius,u=e+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(r,u)}const d=[];for(const s of this.index.indices({x0:n,x1:_,y0:a,y1:o})){const i=this.souter_radius[s]**2,e=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(t,this._x[s]),[_,u]=this.renderer.yscale.r_compute(r,this._y[s]),o=(n-a)**2+(_-u)**2;o<=i&&o>=e&&d.push(s)}return new u.Selection({indices:d})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},n){const a=n+1,_=new Array(a);_[n]=(i+t)/2;const u=new Array(a);u[n]=(e+r)/2;const o=.5*Math.min(Math.abs(t-i),Math.abs(r-e)),d=new Array(a);d[n]=.4*o;const h=new Array(a);h[n]=.8*o,this._render(s,[n],{sx:_,sy:u,sinner_radius:d,souter_radius:h})}}e.AnnulusView=o,o.__name__=\"AnnulusView\";class d extends r.XYGlyph{constructor(s){super(s)}static init_Annulus(){this.prototype.default_view=o,this.mixins([n.LineVector,n.FillVector]),this.define({inner_radius:[a.DistanceSpec],outer_radius:[a.DistanceSpec]})}}e.Annulus=d,d.__name__=\"Annulus\",d.init_Annulus()},\n", + " function _(e,i,s){Object.defineProperty(s,\"__esModule\",{value:!0});const t=e(1),r=e(93),n=e(100),a=e(28),_=t.__importStar(e(18));class c extends r.XYGlyphView{_map_data(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius):this.sradius=this._radius}_render(e,i,{sx:s,sy:t,sradius:r,_start_angle:n,_end_angle:a}){if(this.visuals.line.doit){const _=this.model.properties.direction.value();for(const c of i)isNaN(s[c]+t[c]+r[c]+n[c]+a[c])||(e.beginPath(),e.arc(s[c],t[c],r[c],n[c],a[c],_),this.visuals.line.set_vectorize(e,c),e.stroke())}}draw_legend_for_index(e,i,s){n.generic_line_legend(this.visuals,e,i,s)}}s.ArcView=c,c.__name__=\"ArcView\";class d extends r.XYGlyph{constructor(e){super(e)}static init_Arc(){this.prototype.default_view=c,this.mixins(a.LineVector),this.define({direction:[_.Direction,\"anticlock\"],radius:[_.DistanceSpec],start_angle:[_.AngleSpec],end_angle:[_.AngleSpec]})}}s.Arc=d,d.__name__=\"Arc\",d.init_Arc()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1),n=e(28),c=e(94),o=e(100),_=e(37),r=s.__importStar(e(18));function a(e,t,i,s,n,c,o,_){const r=[],a=[[],[]];for(let a=0;a<=2;a++){let h,d,x;if(0===a?(d=6*e-12*i+6*n,h=-3*e+9*i-9*n+3*o,x=3*i-3*e):(d=6*t-12*s+6*c,h=-3*t+9*s-9*c+3*_,x=3*s-3*t),Math.abs(h)<1e-12){if(Math.abs(d)<1e-12)continue;const e=-x/d;0Math.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=_.map(s,(s,e)=>Math.min(s,i[e]));break}}else this.sradius=this._radius,this.max_size=2*this.max_radius;else this.sradius=_.map(this._size,s=>s/2)}_mask_data(){const[s,i]=this.renderer.plot_view.frame.bbox.ranges;let e,t,r,a;if(null!=this._radius&&\"data\"==this.model.properties.radius.units){const n=s.start,h=s.end;[e,r]=this.renderer.xscale.r_invert(n,h),e-=this.max_radius,r+=this.max_radius;const d=i.start,l=i.end;[t,a]=this.renderer.yscale.r_invert(d,l),t-=this.max_radius,a+=this.max_radius}else{const n=s.start-this.max_size,h=s.end+this.max_size;[e,r]=this.renderer.xscale.r_invert(n,h);const d=i.start-this.max_size,l=i.end+this.max_size;[t,a]=this.renderer.yscale.r_invert(d,l)}return this.index.indices({x0:e,x1:r,y0:t,y1:a})}_render(s,i,{sx:e,sy:t,sradius:r}){for(const a of i)isNaN(e[a]+t[a]+r[a])||(s.beginPath(),s.arc(e[a],t[a],r[a],0,2*Math.PI,!1),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(s,a),s.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(s,a),s.stroke()))}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e);let a,n,h,d;if(null!=this._radius&&\"data\"==this.model.properties.radius.units)a=t-this.max_radius,n=t+this.max_radius,h=r-this.max_radius,d=r+this.max_radius;else{const s=i-this.max_size,t=i+this.max_size;[a,n]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size,l=e+this.max_size;[h,d]=this.renderer.yscale.r_invert(r,l)}const l=this.index.indices({x0:a,x1:n,y0:h,y1:d}),_=[];if(null!=this._radius&&\"data\"==this.model.properties.radius.units)for(const s of l){const i=this.sradius[s]**2,[e,a]=this.renderer.xscale.r_compute(t,this._x[s]),[n,h]=this.renderer.yscale.r_compute(r,this._y[s]);(e-a)**2+(n-h)**2<=i&&_.push(s)}else for(const s of l){const t=this.sradius[s]**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&_.push(s)}return new c.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,null!=this._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,null!=this._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 c.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 c.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=l.range(0,this.sx.length),r=[];for(let s=0,a=t.length;s2*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&&n.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){u(this.prog,this.vbo_linewidth,\"a_linewidth\",t,this.glyph.visuals.line,\"line_width\"),f(this.prog,this.vbo_fg_color,\"a_fg_color\",t,this.glyph.visuals.line,\"line\"),f(this.prog,this.vbo_bg_color,\"a_bg_color\",t,this.glyph.visuals.fill,\"fill\"),this.prog.set_uniform(\"u_antialias\",\"float\",[.8])}}function b(t){return class extends d{get _marker_code(){return t}}}s.MarkerGL=d,d.__name__=\"MarkerGL\";const c=i.__importStar(t(240));s.AsteriskGL=b(c.asterisk),s.CircleGL=b(c.circle),s.CircleCrossGL=b(c.circlecross),s.CircleXGL=b(c.circlex),s.CrossGL=b(c.cross),s.DiamondGL=b(c.diamond),s.DiamondCrossGL=b(c.diamondcross),s.HexGL=b(c.hex),s.InvertedTriangleGL=b(c.invertedtriangle),s.SquareGL=b(c.square),s.SquareCrossGL=b(c.squarecross),s.SquareXGL=b(c.squarex),s.TriangleGL=b(c.triangle),s.XGL=b(c.x)},\n", + " function _(n,i,a){Object.defineProperty(a,\"__esModule\",{value:!0}),a.vertex_shader=\"\\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 _(a,n,s){Object.defineProperty(s,\"__esModule\",{value:!0}),s.fragment_shader=a=>`\\nprecision mediump float;\\nconst float SQRT_2 = 1.4142135623730951;\\nconst float PI = 3.14159265358979323846264;\\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${a}\\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`,s.circle=\"\\nfloat marker(vec2 P, float size)\\n{\\n return length(P) - size/2.0;\\n}\\n\",s.square=\"\\nfloat marker(vec2 P, float size)\\n{\\n return max(abs(P.x), abs(P.y)) - size/2.0;\\n}\\n\",s.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\",s.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\",s.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\",s.invertedtriangle=\"\\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\",s.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',s.circlecross=\"\\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\",s.squarecross=\"\\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\",s.diamondcross=\"\\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\",s.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',s.circlex='\\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',s.squarex=\"\\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\",s.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'},\n", + " function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const a=e(1),i=e(93),l=e(28),s=a.__importStar(e(18));class c extends i.XYGlyphView{}n.CenterRotatableView=c,c.__name__=\"CenterRotatableView\";class o extends i.XYGlyph{constructor(e){super(e)}static init_CenterRotatable(){this.mixins([l.LineVector,l.FillVector]),this.define({angle:[s.AngleSpec,0],width:[s.DistanceSpec],height:[s.DistanceSpec]})}}n.CenterRotatable=o,o.__name__=\"CenterRotatable\",o.init_CenterRotatable()},\n", + " function _(e,l,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(243);class t extends s.EllipseOvalView{}i.EllipseView=t,t.__name__=\"EllipseView\";class _ extends s.EllipseOval{constructor(e){super(e)}static init_Ellipse(){this.prototype.default_view=t}}i.Ellipse=_,_.__name__=\"Ellipse\",_.init_Ellipse()},\n", + " function _(t,s,i){Object.defineProperty(i,\"__esModule\",{value:!0});const e=t(1),h=t(241),a=e.__importStar(t(101)),r=t(88);class n extends h.CenterRotatableView{_set_data(){this.max_w2=0,\"data\"==this.model.properties.width.units&&(this.max_w2=this.max_width/2),this.max_h2=0,\"data\"==this.model.properties.height.units&&(this.max_h2=this.max_height/2)}_map_data(){\"data\"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this._width,\"center\"):this.sw=this._width,\"data\"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"):this.sh=this._height}_render(t,s,{sx:i,sy:e,sw:h,sh:a,_angle:r}){for(const n of s)isNaN(i[n]+e[n]+h[n]+a[n]+r[n])||(t.beginPath(),t.ellipse(i[n],e[n],h[n]/2,a[n]/2,r[n],0,2*Math.PI),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,n),t.stroke()))}_hit_point(t){let s,i,e,h,n,_,l,d,o;const{sx:x,sy:m}=t,w=this.renderer.xscale.invert(x),c=this.renderer.yscale.invert(m);\"data\"==this.model.properties.width.units?(s=w-this.max_width,i=w+this.max_width):(_=x-this.max_width,l=x+this.max_width,[s,i]=this.renderer.xscale.r_invert(_,l)),\"data\"==this.model.properties.height.units?(e=c-this.max_height,h=c+this.max_height):(d=m-this.max_height,o=m+this.max_height,[e,h]=this.renderer.yscale.r_invert(d,o));const p=this.index.indices({x0:s,x1:i,y0:e,y1:h}),y=[];for(const t of p)n=a.point_in_ellipse(x,m,this._angle[t],this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new r.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:i,x1:e,y1:h},a){const r=a+1,n=new Array(r);n[a]=(s+e)/2;const _=new Array(r);_[a]=(i+h)/2;const l=this.sw[a]/this.sh[a],d=.8*Math.min(Math.abs(e-s),Math.abs(h-i)),o=new Array(r),x=new Array(r);l>1?(o[a]=d,x[a]=d/l):(o[a]=d*l,x[a]=d),this._render(t,[a],{sx:n,sy:_,sw:o,sh:x,_angle:[0]})}_bounds({x0:t,x1:s,y0:i,y1:e}){return{x0:t-this.max_w2,x1:s+this.max_w2,y0:i-this.max_h2,y1:e+this.max_h2}}}i.EllipseOvalView=n,n.__name__=\"EllipseOvalView\";class _ extends h.CenterRotatable{constructor(t){super(t)}}i.EllipseOval=_,_.__name__=\"EllipseOval\"},\n", + " function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=t(1),h=t(245),r=t(24),_=i.__importStar(t(18));class a extends h.BoxView{scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){return[Math.min(this._left[t],this._right[t]),Math.max(this._left[t],this._right[t]),this._y[t]+.5*this._height[t],this._y[t]-.5*this._height[t]]}_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 r.NumberArray(t),this.sbottom=new r.NumberArray(t);for(let e=0;e{t.beginPath(),t.rect(i[a],r[a],s[a]-i[a],n[a]-r[a]),t.fill()},()=>this.renderer.request_render()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,a),t.beginPath(),t.rect(i[a],r[a],s[a]-i[a],n[a]-r[a]),t.stroke()))}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,i=this.stop.length;for(let s=0;sthis._update_image())}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.plot_view.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}a.ImageView=r,r.__name__=\"ImageView\";class o extends i.ImageBase{constructor(e){super(e)}static init_Image(){this.prototype.default_view=r,this.define({color_mapper:[s.Instance,()=>new n.LinearColorMapper({palette:[\"#000000\",\"#252525\",\"#525252\",\"#737373\",\"#969696\",\"#bdbdbd\",\"#d9d9d9\",\"#f0f0f0\",\"#ffffff\"]})]})}}a.Image=o,o.__name__=\"Image\",o.init_Image()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),a=e(93),h=e(24),_=i.__importStar(e(18)),n=e(88),r=e(9),d=e(30),l=e(11);class g extends a.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,()=>this.renderer.request_render())}_render(e,t,{image_data:s,sx:i,sy:a,sw:h,sh:_}){const n=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1),e.globalAlpha=this.model.global_alpha;for(const n of t){if(null==s[n]||isNaN(i[n]+a[n]+h[n]+_[n]))continue;const t=a[n];e.translate(0,t),e.scale(1,-1),e.translate(0,-t),e.drawImage(s[n],0|i[n],0|a[n],h[n],_[n]),e.translate(0,t),e.scale(1,-1),e.translate(0,-t)}e.setImageSmoothingEnabled(n)}_set_data(e){this._set_width_heigh_data();for(let t=0,s=this._image.length;tthis.renderer.request_render())}_index_data(e){const{data_size:t}=this;for(let s=0;snull));const{retry_attempts:e,retry_timeout:t}=this.model;for(let s=0,r=this._url.length;s{this.image[s]=e,this.renderer.request_render()},attempts:e+1,timeout:t})}const s=\"data\"==this.model.properties.w.units,r=\"data\"==this.model.properties.h.units,i=this._x.length,n=new a.NumberArray(s?2*i:i),_=new a.NumberArray(r?2*i:i),{anchor:c}=this.model;function l(e,t){switch(c){case\"top_left\":case\"bottom_left\":case\"center_left\":return[e,e+t];case\"top_center\":case\"bottom_center\":case\"center\":return[e-t/2,e+t/2];case\"top_right\":case\"bottom_right\":case\"center_right\":return[e-t,e]}}function d(e,t){switch(c){case\"top_left\":case\"top_center\":case\"top_right\":return[e,e-t];case\"bottom_left\":case\"bottom_center\":case\"bottom_right\":return[e+t,e];case\"center_left\":case\"center\":case\"center_right\":return[e+t/2,e-t/2]}}if(s)for(let e=0;eNaN),t=null!=this.model.h?this._h:h.map(this._x,()=>NaN);switch(this.model.properties.w.units){case\"data\":this.sw=this.sdist(this.renderer.xscale,this._x,e,\"edge\",this.model.dilate);break;case\"screen\":this.sw=e}switch(this.model.properties.h.units){case\"data\":this.sh=this.sdist(this.renderer.yscale,this._y,t,\"edge\",this.model.dilate);break;case\"screen\":this.sh=t}}_render(e,t,{image:s,sx:r,sy:i,sw:a,sh:n,_angle:h}){const{frame:o}=this.renderer.plot_view;e.rect(o.bbox.left+1,o.bbox.top+1,o.bbox.width-2,o.bbox.height-2),e.clip();let _=!0;for(const o of t){if(isNaN(r[o]+i[o]+h[o]))continue;const t=s[o];null!=t?this._render_image(e,o,t,r,i,a,n,h):_=!1}_&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,i){switch(e){case\"top_left\":return[t,s];case\"top_center\":return[t-r/2,s];case\"top_right\":return[t-r,s];case\"center_right\":return[t-r,s-i/2];case\"bottom_right\":return[t-r,s-i];case\"bottom_center\":return[t-r/2,s-i];case\"bottom_left\":return[t,s-i];case\"center_left\":return[t,s-i/2];case\"center\":return[t-r/2,s-i/2]}}_render_image(e,t,s,r,i,a,n,h){isNaN(a[t])&&(a[t]=s.width),isNaN(n[t])&&(n[t]=s.height);const{anchor:o}=this.model,[_,c]=this._final_sx_sy(o,r[t],i[t],a[t],n[t]);e.save(),e.globalAlpha=this.model.global_alpha;const l=a[t]/2,d=n[t]/2;h[t]?(e.translate(_,c),e.translate(l,d),e.rotate(h[t]),e.translate(-l,-d),e.drawImage(s,0,0,a[t],n[t]),e.translate(l,d),e.rotate(-h[t]),e.translate(-l,-d),e.translate(-_,-c)):e.drawImage(s,_,c,a[t],n[t]),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=_,_.__name__=\"ImageURLView\";class c extends i.XYGlyph{constructor(e){super(e)}static init_ImageURL(){this.prototype.default_view=_,this.define({url:[n.StringSpec],anchor:[n.Anchor,\"top_left\"],global_alpha:[n.Number,1],angle:[n.AngleSpec,0],w:[n.DistanceSpec],h:[n.DistanceSpec],dilate:[n.Boolean,!1],retry_attempts:[n.Number,0],retry_timeout:[n.Number,0]})}}s.ImageURL=c,c.__name__=\"ImageURL\",c.init_ImageURL()},\n", + " function _(i,e,t){Object.defineProperty(t,\"__esModule\",{value:!0});const s=i(19);class a{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:a=1}=e;this.promise=new Promise((o,n)=>{this._image.crossOrigin=\"anonymous\";let r=0;this._image.onerror=()=>{if(++r==t){const a=`unable to load ${i} image after ${t} attempts`;if(s.logger.warn(a),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());s.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout(()=>this._image.src=i,a)},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(){return this._image}}t.ImageLoader=a,a.__name__=\"ImageLoader\"},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1),n=e(37),o=e(28),l=s.__importStar(e(101)),r=s.__importStar(e(18)),_=e(12),c=e(13),a=e(94),h=e(100),d=e(88);class y extends a.GlyphView{_project_data(){n.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let i=0;i0&&o.set(e,i)}return new d.Selection({indices:[...o.keys()],multiline_indices:c.to_object(o)})}get_interpolation_hit(e,t,i){const s=this._xs.get(e),n=this._ys.get(e),o=s[t],l=n[t],r=s[t+1],_=n[t+1];return h.line_interpolation(this.renderer,i,o,l,r,_)}draw_legend_for_index(e,t,i){h.generic_line_legend(this.visuals,e,t,i)}scenterxy(){throw new Error(this+\".scenterxy() is not implemented\")}}i.MultiLineView=y,y.__name__=\"MultiLineView\";class x extends a.Glyph{constructor(e){super(e)}static init_MultiLine(){this.prototype.default_view=y,this.define({xs:[r.XCoordinateSeqSpec,{field:\"xs\"}],ys:[r.YCoordinateSeqSpec,{field:\"ys\"}]}),this.mixins(o.LineVector)}}i.MultiLine=x,x.__name__=\"MultiLine\",x.init_MultiLine()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),n=e(95),o=e(94),r=e(100),l=e(12),h=e(12),_=e(28),a=i.__importStar(e(101)),d=i.__importStar(e(18)),c=e(88),x=e(11);class y extends o.GlyphView{_project_data(){}_index_data(e){const{min:t,max:s}=Math,{data_size:i}=this;for(let n=0;n1&&d.length>1)for(let s=1,i=n.length;s{this._inner_loop(e,t,o),e.fill(\"evenodd\")},()=>this.renderer.request_render()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,n),this._inner_loop(e,t,o),e.stroke())}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,o=[t,s,s,t],r=[i,i,n,n],[l,h]=this.renderer.xscale.r_invert(t,s),[_,d]=this.renderer.yscale.r_invert(i,n),x=this.index.indices({x0:l,x1:h,y0:_,y1:d}),y=[];for(const e of x){const t=this.sxs[e],s=this.sys[e];let i=!0;for(let e=0,n=t.length;e1){let r=!1;for(let e=1;ethis._inner_loop(e,t,r,e.fill),()=>this.renderer.request_render()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,n),this._inner_loop(e,t,r,e.stroke))}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],o=[i,i,n,n],[a,c]=this.renderer.xscale.r_invert(t,s),[h,d]=this.renderer.yscale.r_invert(i,n),y=this.index.indices({x0:a,x1:c,y0:h,y1:d}),p=[];for(const e of y){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e1&&(e.stroke(),s=!1)}s?(e.lineTo(t,a),e.lineTo(l,_)):(e.beginPath(),e.moveTo(i[r],n[r]),s=!0),o=r}e.lineTo(i[r-1],n[r-1]),e.stroke()}}draw_legend_for_index(e,t,i){o.generic_line_legend(this.visuals,e,t,i)}}i.StepView=a,a.__name__=\"StepView\";class _ extends s.XYGlyph{constructor(e){super(e)}static init_Step(){this.prototype.default_view=a,this.mixins(r.LineVector),this.define({mode:[l.StepMode,\"before\"]})}}i.Step=_,_.__name__=\"Step\",_.init_Step()},\n", + " function _(t,s,e){Object.defineProperty(e,\"__esModule\",{value:!0});const i=t(1),n=t(93),_=t(28),o=i.__importStar(t(101)),h=i.__importStar(t(18)),l=t(159),a=t(11),r=t(88);class c extends n.XYGlyphView{_rotate_point(t,s,e,i,n){return[(t-e)*Math.cos(n)-(s-i)*Math.sin(n)+e,(t-e)*Math.sin(n)+(s-i)*Math.cos(n)+i]}_text_bounds(t,s,e,i){return[[t,t+e,t+e,t,t],[s,s,s-i,s-i,s]]}_render(t,s,{sx:e,sy:i,_x_offset:n,_y_offset:_,_angle:o,_text:h}){this._sys=[],this._sxs=[];for(const a of s)if(this._sxs[a]=[],this._sys[a]=[],!isNaN(e[a]+i[a]+n[a]+_[a]+o[a])&&null!=h[a]&&this.visuals.text.doit){const s=\"\"+h[a];t.save(),t.translate(e[a]+n[a],i[a]+_[a]),t.rotate(o[a]),this.visuals.text.set_vectorize(t,a);const r=this.visuals.text.cache_select(\"font\",a),{height:c}=l.measure_font(r),x=this.visuals.text.text_line_height.value()*c;if(-1==s.indexOf(\"\\n\")){t.fillText(s,0,0);const o=e[a]+n[a],h=i[a]+_[a],l=t.measureText(s).width,[r,c]=this._text_bounds(o,h,l,x);this._sxs[a].push(r),this._sys[a].push(c)}else{const o=s.split(\"\\n\"),h=x*o.length,l=this.visuals.text.cache_select(\"text_baseline\",a);let r;switch(l){case\"top\":r=0;break;case\"middle\":r=-h/2+x/2;break;case\"bottom\":r=-h+x;break;default:r=0,console.warn(`'${l}' baseline not supported with multi line text`)}for(const s of o){t.fillText(s,0,r);const o=e[a]+n[a],h=r+i[a]+_[a],l=t.measureText(s).width,[c,u]=this._text_bounds(o,h,l,x);this._sxs[a].push(c),this._sys[a].push(u),r+=x}}t.restore()}}_hit_point(t){const{sx:s,sy:e}=t,i=[];for(let t=0;tthis.request_render())}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;this.visuals.band_fill.set_value(i);const[e,t]=this.grid_coords(\"major\",!1);for(let s=0;s{i.fillRect(n[0],r[0],o[1]-n[0],d[1]-r[0])},()=>this.request_render())}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,t]=this.grid_coords(\"major\");this._draw_grid_helper(i,this.visuals.grid_line,e,t)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,t]=this.grid_coords(\"minor\");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,t)}_draw_grid_helper(i,e,t,s){e.set_value(i),i.beginPath();for(let e=0;et[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 _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,n,r.min,{})[i],h=n.min,c=n.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;ithis.rebuild())}get child_models(){return this.model.children}}i.BoxView=c,c.__name__=\"BoxView\";class r extends s.LayoutDOM{constructor(e){super(e)}static init_Box(){this.define({children:[o.Array,[]],spacing:[o.Number,0]})}}i.Box=r,r.__name__=\"Box\",r.init_Box()},\n", + " function _(i,t,e){Object.defineProperty(e,\"__esModule\",{value:!0});const s=i(81),o=i(20),l=i(72),n=i(19),h=i(8),a=i(115),r=i(78),_=i(212),d=i(273),c=i(77);class u extends r.DOMView{constructor(){super(...arguments),this._idle_notified=!1,this._offset_parent=null,this._viewport={}}initialize(){super.initialize(),this.el.style.position=this.is_root?\"relative\":\"absolute\",this._child_views=new Map}async lazy_initialize(){await this.build_child_views()}remove(){for(const i of this.child_views)i.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 i=this.el.offsetParent;this._offset_parent!=i&&(this._offset_parent=i,null!=i&&(this.compute_viewport(),this.invalidate_layout()))},250));const i=this.model.properties;this.on_change([i.width,i.height,i.min_width,i.min_height,i.max_width,i.max_height,i.margin,i.width_policy,i.height_policy,i.sizing_mode,i.aspect_ratio,i.visible],()=>this.invalidate_layout()),this.on_change([i.background,i.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(i=>this._child_views.get(i))}async build_child_views(){await a.build_views(this._child_views,this.child_models,{parent:this})}render(){super.render(),l.empty(this.el);const{background:i}=this.model;this.el.style.backgroundColor=null!=i?i:\"\",l.classes(this.el).clear().add(...this.css_classes());for(const i of this.child_views)this.el.appendChild(i.el),i.render()}update_layout(){for(const i of this.child_views)i.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?\"block\":\"none\";const i=this.is_root?this.layout.sizing.margin:void 0;l.position(this.el,this.layout.bbox,i);for(const i of this.child_views)i.update_position()}after_layout(){for(const i of this.child_views)i.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(i){i.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 i=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),n.logger.debug(`layout computed in ${Date.now()-i} 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 i of this.child_views)if(!i.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:i,height_policy:t,aspect_ratio:e}=this.model;\"auto\"==i&&(i=this._width_policy()),\"auto\"==t&&(t=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if(\"fixed\"==s)i=t=\"fixed\";else if(\"stretch_both\"==s)i=t=\"max\";else if(\"stretch_width\"==s)i=\"max\";else if(\"stretch_height\"==s)t=\"max\";else switch(null==e&&(e=\"auto\"),s){case\"scale_width\":i=\"max\",t=\"min\";break;case\"scale_height\":i=\"min\",t=\"max\";break;case\"scale_both\":i=\"max\",t=\"max\"}const o={width_policy:i,height_policy:t},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:a,height:r}=this.model;null!=a&&(o.width=a),null!=r&&(o.height=r);const{max_width:_,max_height:d}=this.model;null!=_&&(o.max_width=_),null!=d&&(o.max_height=d),\"auto\"==e&&null!=a&&null!=r?o.aspect=a/r:h.isNumber(e)&&(o.aspect=e);const{margin:c}=this.model;if(null!=c)if(h.isNumber(c))o.margin={top:c,right:c,bottom:c,left:c};else if(2==c.length){const[i,t]=c;o.margin={top:i,right:t,bottom:i,left:t}}else{const[i,t,e,s]=c;o.margin={top:i,right:t,bottom:e,left:s}}o.visible=this.model.visible;const{align:u}=this.model;return h.isArray(u)?[o.halign,o.valign]=u:o.halign=o.valign=u,o}_viewport_size(){return l.undisplayed(this.el,()=>{let i=this.el;for(;i=i.parentElement;){if(i.classList.contains(d.bk_root))continue;if(i==document.body){const{margin:{left:i,right:t,top:e,bottom:s}}=l.extents(document.body);return{width:Math.ceil(document.documentElement.clientWidth-i-t),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:t,right:e,top:s,bottom:o}}=l.extents(i),{width:n,height:h}=i.getBoundingClientRect(),a=Math.ceil(n-t-e),r=Math.ceil(h-s-o);if(a>0||r>0)return{width:a>0?a:void 0,height:r>0?r:void 0}}return{}})}export(i,t=!0){const e=\"png\"==i?\"canvas\":\"svg\",s=new c.CanvasLayer(e,t),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(i,t),{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(i=>i.serializable_state())})}}e.LayoutDOMView=u,u.__name__=\"LayoutDOMView\";class m extends s.Model{constructor(i){super(i)}static init_LayoutDOM(){this.define(i=>{const{Boolean:t,Number:e,String:s,Null:l,Auto:n,Color:h,Array:a,Tuple:r,Or:d}=i,c=r(e,e),u=r(e,e,e,e);return{width:[d(e,l),null],height:[d(e,l),null],min_width:[d(e,l),null],min_height:[d(e,l),null],max_width:[d(e,l),null],max_height:[d(e,l),null],margin:[d(e,c,u),[0,0,0,0]],width_policy:[d(_.SizingPolicy,n),\"auto\"],height_policy:[d(_.SizingPolicy,n),\"auto\"],aspect_ratio:[d(e,n,l),null],sizing_mode:[d(o.SizingMode,l),null],visible:[t,!0],disabled:[t,!1],align:[d(o.Align,r(o.Align,o.Align)),\"start\"],background:[d(h,l),null],css_classes:[a(s),[]]}})}}e.LayoutDOM=m,m.__name__=\"LayoutDOM\",m.init_LayoutDOM()},\n", + " function _(e,o,t){Object.defineProperty(t,\"__esModule\",{value:!0}),t.bk_root=\"bk-root\"},\n", + " function _(t,o,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1),e=t(271),n=t(216),l=s.__importStar(t(18));class u extends e.BoxView{_update_layout(){const t=this.child_views.map(t=>t.layout);this.layout=new n.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 _ extends e.Box{constructor(t){super(t)}static init_Column(){this.prototype.default_view=u,this.define({rows:[l.Any,\"auto\"]})}}i.Column=_,_.__name__=\"Column\",_.init_Column()},\n", + " function _(t,i,s){Object.defineProperty(s,\"__esModule\",{value:!0});const o=t(1),e=t(272),n=t(216),l=o.__importStar(t(18));class r extends e.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,()=>this.rebuild())}get child_models(){return this.model.children.map(([t])=>t)}_update_layout(){this.layout=new n.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[t,i,s,o,e]of this.model.children){const n=this._child_views.get(t);this.layout.items.push({layout:n.layout,row:i,col:s,row_span:o,col_span:e})}this.layout.set_sizing(this.box_sizing())}}s.GridBoxView=r,r.__name__=\"GridBoxView\";class a extends e.LayoutDOM{constructor(t){super(t)}static init_GridBox(){this.prototype.default_view=r,this.define({children:[l.Array,[]],rows:[l.Any,\"auto\"],cols:[l.Any,\"auto\"],spacing:[l.Any,0]})}}s.GridBox=a,a.__name__=\"GridBox\",a.init_GridBox()},\n", + " function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});const s=e(272),_=e(212);class n extends s.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new _.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=n,n.__name__=\"HTMLBoxView\";class i extends s.LayoutDOM{constructor(e){super(e)}}o.HTMLBox=i,i.__name__=\"HTMLBox\"},\n", + " function _(t,o,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1),e=t(271),_=t(216),a=s.__importStar(t(18));class n extends e.BoxView{_update_layout(){const t=this.child_views.map(t=>t.layout);this.layout=new _.Row(t),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}i.RowView=n,n.__name__=\"RowView\";class l extends e.Box{constructor(t){super(t)}static init_Row(){this.prototype.default_view=n,this.define({cols:[a.Any,\"auto\"]})}}i.Row=l,l.__name__=\"Row\",l.init_Row()},\n", + " function _(e,t,a){Object.defineProperty(a,\"__esModule\",{value:!0});const i=e(272),s=e(212);class _ extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new s.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=_,_.__name__=\"SpacerView\";class o extends i.LayoutDOM{constructor(e){super(e)}static init_Spacer(){this.prototype.default_view=_}}a.Spacer=o,o.__name__=\"Spacer\",o.init_Spacer()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),a=e(212),l=e(72),h=e(9),o=i.__importStar(e(18)),c=e(272),d=e(81),r=e(173),n=e(280),_=e(281),b=e(282),p=i.__importDefault(e(283)),u=i.__importDefault(e(284)),m=i.__importDefault(e(285));class v extends c.LayoutDOMView{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(),p.default,u.default,m.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 a=l.size(s),o=l.children(i).slice(0,3).map(e=>l.size(e)),{width:c,height:d}=super._measure(e);if(t){const t=a.width+h.sum(o.map(e=>e.width));return{width:e.width!=1/0?e.width:t,height:d}}{const t=a.height+h.sum(o.map(e=>e.height));return{width:c,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 o=1,c=1;switch(e){case\"above\":o-=1;break;case\"below\":o+=1;break;case\"left\":c-=1;break;case\"right\":c+=1}const d={layout:this.header,row:o,col:c},r=this.child_views.map(e=>({layout:e.layout,row:1,col:1}));this.layout=new a.Grid([d,...r]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position=\"absolute\",l.position(this.header_el,this.header.bbox);const e=this.model.tabs_location,t=\"above\"==e||\"below\"==e,s=l.size(this.scroll_el),i=l.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\",l.display(this.scroll_el)):(this.wrapper_el.style.maxWidth=\"\",l.undisplay(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+\"px\",l.display(this.scroll_el)):(this.wrapper_el.style.maxHeight=\"\",l.undisplay(this.scroll_el))}const{child_views:a}=this;for(const e of a)l.hide(e.el);const h=a[this.model.active];null!=h&&l.show(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs_location,s=\"above\"==t||\"below\"==t,i=this.model.tabs.map((t,s)=>{const i=l.div({class:[n.bk_tab,s==e?r.bk_active:null]},t.title);if(i.addEventListener(\"click\",e=>{e.target==e.currentTarget&&this.change_active(s)}),t.closable){const e=l.div({class:n.bk_close});e.addEventListener(\"click\",e=>{if(e.target==e.currentTarget){this.model.tabs=h.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=l.div({class:[n.bk_headers]},i),this.wrapper_el=l.div({class:n.bk_headers_wrapper},this.headers_el);const a=l.div({class:[_.bk_btn,_.bk_btn_default],disabled:\"\"},l.div({class:[b.bk_caret,r.bk_left]})),o=l.div({class:[_.bk_btn,_.bk_btn_default]},l.div({class:[b.bk_caret,r.bk_right]}));let c=0;const d=e=>()=>{const t=this.model.tabs.length;c=\"left\"==e?Math.max(c-1,0):Math.min(c+1,t-1),0==c?a.setAttribute(\"disabled\",\"\"):a.removeAttribute(\"disabled\"),c==t-1?o.setAttribute(\"disabled\",\"\"):o.removeAttribute(\"disabled\");const i=l.children(this.headers_el).slice(0,c).map(e=>e.getBoundingClientRect());if(s){const e=-h.sum(i.map(e=>e.width));this.headers_el.style.left=e+\"px\"}else{const e=-h.sum(i.map(e=>e.height));this.headers_el.style.top=e+\"px\"}};a.addEventListener(\"click\",d(\"left\")),o.addEventListener(\"click\",d(\"right\")),this.scroll_el=l.div({class:_.bk_btn_group},a,o),this.header_el=l.div({class:[n.bk_tabs_header,r.bk_side(t)]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=l.children(this.headers_el);for(const e of t)e.classList.remove(r.bk_active);t[e].classList.add(r.bk_active);const{child_views:s}=this;for(const e of s)l.hide(e.el);l.show(s[e].el)}}s.TabsView=v,v.__name__=\"TabsView\";class g extends c.LayoutDOM{constructor(e){super(e)}static init_Tabs(){this.prototype.default_view=v,this.define({tabs:[o.Array,[]],tabs_location:[o.Location,\"above\"],active:[o.Number,0]})}}s.Tabs=g,g.__name__=\"Tabs\",g.init_Tabs();class w extends d.Model{constructor(e){super(e)}static init_Panel(){this.define({title:[o.String,\"\"],child:[o.Instance],closable:[o.Boolean,!1]})}}s.Panel=w,w.__name__=\"Panel\",w.init_Panel()},\n", + " function _(e,b,a){Object.defineProperty(a,\"__esModule\",{value:!0}),a.bk_tabs_header=\"bk-tabs-header\",a.bk_headers_wrapper=\"bk-headers-wrapper\",a.bk_headers=\"bk-headers\",a.bk_tab=\"bk-tab\",a.bk_close=\"bk-close\"},\n", + " function _(n,b,t){Object.defineProperty(t,\"__esModule\",{value:!0}),t.bk_btn=\"bk-btn\",t.bk_btn_group=\"bk-btn-group\",t.bk_btn_default=\"bk-btn-default\",t.bk_btn_primary=\"bk-btn-primary\",t.bk_btn_success=\"bk-btn-success\",t.bk_btn_warning=\"bk-btn-warning\",t.bk_btn_danger=\"bk-btn-danger\",t.bk_btn_type=function(n){switch(n){case\"default\":return t.bk_btn_default;case\"primary\":return t.bk_btn_primary;case\"success\":return t.bk_btn_success;case\"warning\":return t.bk_btn_warning;case\"danger\":return t.bk_btn_danger}},t.bk_dropdown_toggle=\"bk-dropdown-toggle\"},\n", + " function _(e,b,d){Object.defineProperty(d,\"__esModule\",{value:!0}),d.bk_menu=\"bk-menu\",d.bk_caret=\"bk-caret\",d.bk_divider=\"bk-divider\"},\n", + " function _(n,o,b){Object.defineProperty(b,\"__esModule\",{value:!0});b.default=\"\\n.bk-root .bk-btn {\\n height: 100%;\\n display: inline-block;\\n text-align: center;\\n vertical-align: middle;\\n white-space: nowrap;\\n cursor: pointer;\\n padding: 6px 12px;\\n font-size: 12px;\\n border: 1px solid transparent;\\n border-radius: 4px;\\n outline: 0;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-btn:hover,\\n.bk-root .bk-btn:focus {\\n text-decoration: none;\\n}\\n.bk-root .bk-btn:active,\\n.bk-root .bk-btn.bk-active {\\n background-image: none;\\n box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);\\n}\\n.bk-root .bk-btn[disabled] {\\n cursor: not-allowed;\\n pointer-events: none;\\n opacity: 0.65;\\n box-shadow: none;\\n}\\n.bk-root .bk-btn-default {\\n color: #333;\\n background-color: #fff;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-default:hover {\\n background-color: #f5f5f5;\\n border-color: #b8b8b8;\\n}\\n.bk-root .bk-btn-default.bk-active {\\n background-color: #ebebeb;\\n border-color: #adadad;\\n}\\n.bk-root .bk-btn-default[disabled],\\n.bk-root .bk-btn-default[disabled]:hover,\\n.bk-root .bk-btn-default[disabled]:focus,\\n.bk-root .bk-btn-default[disabled]:active,\\n.bk-root .bk-btn-default[disabled].bk-active {\\n background-color: #e6e6e6;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-primary {\\n color: #fff;\\n background-color: #428bca;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-primary:hover {\\n background-color: #3681c1;\\n border-color: #2c699e;\\n}\\n.bk-root .bk-btn-primary.bk-active {\\n background-color: #3276b1;\\n border-color: #285e8e;\\n}\\n.bk-root .bk-btn-primary[disabled],\\n.bk-root .bk-btn-primary[disabled]:hover,\\n.bk-root .bk-btn-primary[disabled]:focus,\\n.bk-root .bk-btn-primary[disabled]:active,\\n.bk-root .bk-btn-primary[disabled].bk-active {\\n background-color: #506f89;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-success {\\n color: #fff;\\n background-color: #5cb85c;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-success:hover {\\n background-color: #4eb24e;\\n border-color: #409240;\\n}\\n.bk-root .bk-btn-success.bk-active {\\n background-color: #47a447;\\n border-color: #398439;\\n}\\n.bk-root .bk-btn-success[disabled],\\n.bk-root .bk-btn-success[disabled]:hover,\\n.bk-root .bk-btn-success[disabled]:focus,\\n.bk-root .bk-btn-success[disabled]:active,\\n.bk-root .bk-btn-success[disabled].bk-active {\\n background-color: #667b66;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-warning {\\n color: #fff;\\n background-color: #f0ad4e;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-warning:hover {\\n background-color: #eea43b;\\n border-color: #e89014;\\n}\\n.bk-root .bk-btn-warning.bk-active {\\n background-color: #ed9c28;\\n border-color: #d58512;\\n}\\n.bk-root .bk-btn-warning[disabled],\\n.bk-root .bk-btn-warning[disabled]:hover,\\n.bk-root .bk-btn-warning[disabled]:focus,\\n.bk-root .bk-btn-warning[disabled]:active,\\n.bk-root .bk-btn-warning[disabled].bk-active {\\n background-color: #c89143;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-danger {\\n color: #fff;\\n background-color: #d9534f;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-danger:hover {\\n background-color: #d5433e;\\n border-color: #bd2d29;\\n}\\n.bk-root .bk-btn-danger.bk-active {\\n background-color: #d2322d;\\n border-color: #ac2925;\\n}\\n.bk-root .bk-btn-danger[disabled],\\n.bk-root .bk-btn-danger[disabled]:hover,\\n.bk-root .bk-btn-danger[disabled]:focus,\\n.bk-root .bk-btn-danger[disabled]:active,\\n.bk-root .bk-btn-danger[disabled].bk-active {\\n background-color: #a55350;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-group {\\n height: 100%;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n 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background-repeat: no-repeat;\\n background-position: center center;\\n}\\n.bk-root .bk-context-menu {\\n position: absolute;\\n display: inline-flex;\\n display: -webkit-inline-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n width: auto;\\n height: auto;\\n z-index: 100;\\n cursor: pointer;\\n font-size: 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);\\n}\\n.bk-root .bk-context-menu.bk-horizontal {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-context-menu.bk-vertical {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-context-menu > .bk-divider {\\n cursor: default;\\n overflow: hidden;\\n background-color: #e5e5e5;\\n}\\n.bk-root .bk-context-menu.bk-horizontal > .bk-divider {\\n width: 1px;\\n margin: 5px 0;\\n}\\n.bk-root .bk-context-menu.bk-vertical > .bk-divider {\\n height: 1px;\\n margin: 0 5px;\\n}\\n.bk-root .bk-context-menu > :not(.bk-divider) {\\n border: 1px solid transparent;\\n}\\n.bk-root .bk-context-menu > :not(.bk-divider).bk-active {\\n border-color: #26aae1;\\n}\\n.bk-root .bk-context-menu > :not(.bk-divider):hover {\\n background-color: #f9f9f9;\\n}\\n.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child {\\n border-top-left-radius: 4px;\\n border-bottom-left-radius: 4px;\\n}\\n.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child {\\n border-top-right-radius: 4px;\\n border-bottom-right-radius: 4px;\\n}\\n.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child {\\n border-top-left-radius: 4px;\\n border-top-right-radius: 4px;\\n}\\n.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child {\\n border-bottom-left-radius: 4px;\\n border-bottom-right-radius: 4px;\\n}\\n.bk-root .bk-menu {\\n position: absolute;\\n left: 0;\\n 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+ " function _(e,s,i){Object.defineProperty(i,\"__esModule\",{value:!0});const t=e(1),n=e(93),r=e(28),a=t.__importStar(e(101)),_=t.__importStar(e(18)),h=e(9),l=e(88);class c extends n.XYGlyphView{initialize(){super.initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;null!=e&&null!=this.glglyph_cls&&(this.glglyph=new this.glglyph_cls(e.gl,this))}_render(e,s,{sx:i,sy:t,_size:n,_angle:r}){for(const a of s){if(isNaN(i[a]+t[a]+n[a]+r[a]))continue;const s=n[a]/2;e.beginPath(),e.translate(i[a],t[a]),r[a]&&e.rotate(r[a]),this._render_one(e,a,s,this.visuals.line,this.visuals.fill),r[a]&&e.rotate(-r[a]),e.translate(-i[a],-t[a])}}_mask_data(){const e=this.renderer.plot_view.frame.bbox.h_range,s=e.start-this.max_size,i=e.end+this.max_size,[t,n]=this.renderer.xscale.r_invert(s,i),r=this.renderer.plot_view.frame.bbox.v_range,a=r.start-this.max_size,_=r.end+this.max_size,[h,l]=this.renderer.yscale.r_invert(a,_);return this.index.indices({x0:t,x1:n,y0:h,y1:l})}_hit_point(e){const{sx:s,sy:i}=e,t=s-this.max_size,n=s+this.max_size,[r,a]=this.renderer.xscale.r_invert(t,n),_=i-this.max_size,h=i+this.max_size,[c,o]=this.renderer.yscale.r_invert(_,h),x=this.index.indices({x0:r,x1:a,y0:c,y1:o}),d=[];for(const e of x){const t=this._size[e]/2;Math.abs(this.sx[e]-s)<=t&&Math.abs(this.sy[e]-i)<=t&&d.push(e)}return new l.Selection({indices:d})}_hit_span(e){const{sx:s,sy:i}=e,t=this.bounds(),n=this.max_size/2;let r,a,_,h;if(\"h\"==e.direction){_=t.y0,h=t.y1;const e=s-n,i=s+n;[r,a]=this.renderer.xscale.r_invert(e,i)}else{r=t.x0,a=t.x1;const e=i-n,s=i+n;[_,h]=this.renderer.yscale.r_invert(e,s)}const c=[...this.index.indices({x0:r,x1:a,y0:_,y1:h})];return new l.Selection({indices:c})}_hit_rect(e){const{sx0:s,sx1:i,sy0:t,sy1:n}=e,[r,a]=this.renderer.xscale.r_invert(s,i),[_,h]=this.renderer.yscale.r_invert(t,n),c=[...this.index.indices({x0:r,x1:a,y0:_,y1:h})];return new l.Selection({indices:c})}_hit_poly(e){const{sx:s,sy:i}=e,t=h.range(0,this.sx.length),n=[];for(let e=0,r=t.length;enew r.Range1d,y_range:()=>new r.Range1d})}initialize(){super.initialize(),this.use_map=!0,this.api_key||n.logger.error(\"api_key is required. 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u.LinearScale],lod_factor:[n.Number,10],lod_interval:[n.Number,300],lod_threshold:[n.Number,2e3],lod_timeout:[n.Number,500],hidpi:[n.Boolean,!0],output_backend:[n.OutputBackend,\"canvas\"],min_border:[n.Number,5],min_border_top:[n.Number,null],min_border_left:[n.Number,null],min_border_bottom:[n.Number,null],min_border_right:[n.Number,null],inner_width:[n.Number],inner_height:[n.Number],outer_width:[n.Number],outer_height:[n.Number],match_aspect:[n.Boolean,!1],aspect_scale:[n.Number,1],reset_policy:[n.ResetPolicy,\"standard\"]}),this.override({outline_line_color:\"#e5e5e5\",border_fill_color:\"#ffffff\",background_fill_color:\"#ffffff\"})}get width(){const e=this.properties.width.get_value();return null!=e?e:this.plot_width}set width(e){this.setv({width:e,plot_width:e})}get height(){const e=this.properties.height.get_value();return null!=e?e:this.plot_height}set height(e){this.setv({height:e,plot_height:e})}_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 s.Signal0(this,\"reset\");for(const e of l.values(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;_.isArray(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of l.values(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;_.isArray(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t=\"center\"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{a.remove_by(t,t=>t==e)};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new b.ColumnDataSource,r={}){const i=Object.assign(Object.assign({},r),{data_source:t,glyph:e}),o=new g.GlyphRenderer(i);return this.add_renderers(o),o}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:r,right:i}=this;return a.concat([e,t,r,i])}}r.Plot=f,f.__name__=\"Plot\",f.init_Plot()},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1).__importStar(t(18)),c=t(8),o=t(9),n=t(13),a=t(295),l=t(305),r=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},_=t=>\"tap\"==t||\"pan\"==t;class h extends l.ToolbarBase{constructor(t){super(t)}static 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_(t,e,o){Object.defineProperty(o,\"__esModule\",{value:!0});const i=t(1),s=i.__importDefault(t(297)),n=t(78),l=t(298),r=t(72),a=i.__importStar(t(18)),u=t(29),_=t(8),h=t(9),c=t(299),m=i.__importDefault(t(300)),d=i.__importDefault(t(301)),p=i.__importDefault(t(284)),f=t(302);class g extends n.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 f.ContextMenu(o?h.reversed(t):t,{orientation:i,prevent_hide:t=>t.target==this.el})}this._hammer=new s.default(this.el,{touchAction:\"auto\",inputClass:s.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 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e=K[t.type];if(1===e&&(this.started=!0),this.started){var n=tt.call(this,t,e);12&e&&n[0].length-n[1].length==0&&(this.started=!1),this.callback(this.manager,e,{pointers:n[0],changedPointers:n[1],pointerType:\"touch\",srcEvent:t})}}});var et={touchstart:1,touchmove:2,touchend:4,touchcancel:8};function nt(){this.evTarget=\"touchstart touchmove touchend touchcancel\",this.targetIds={},Y.apply(this,arguments)}function it(t,e){var n=x(t.touches),i=this.targetIds;if(3&e&&1===n.length)return i[n[0].identifier]=!0,[n,n];var r,s,o=x(t.changedTouches),a=[],h=this.target;if(s=n.filter((function(t){return _(t.target,h)})),1===e)for(r=0;r-1&&i.splice(t,1)}),2500)}}function at(t){for(var e=t.srcEvent.clientX,n=t.srcEvent.clientY,i=0;i-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,n=this.state;function i(n){e.manager.emit(n,t)}n<8&&i(e.options.event+ft(n)),i(e.options.event),t.additionalEvent&&i(t.additionalEvent),n>=8&&i(e.options.event+ft(n))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=32},canEmit:function(){for(var t=0;te.threshold&&r&e.direction},attrTest:function(t){return mt.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=vt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(yt,mt,{defaults:{event:\"pinch\",threshold:0,pointers:2},getTouchAction:function(){return[\"none\"]},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(Tt,pt,{defaults:{event:\"press\",pointers:1,time:251,threshold:9},getTouchAction:function(){return[\"auto\"]},process:function(t){var e=this.options,n=t.pointers.length===e.pointers,i=t.distancee.time;if(this._input=t,!i||!n||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 32},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(Et,mt,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[\"none\"]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(It,mt,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return gt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,n=this.options.direction;return 30&n?e=t.overallVelocity:6&n?e=t.overallVelocityX:24&n&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&n&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=vt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(At,pt,{defaults:{event:\"tap\",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[\"manipulation\"]},process:function(t){var e=this.options,n=t.pointers.length===e.pointers,i=t.distance{this.model.active?this.activate():this.deactivate()})}activate(){}deactivate(){}}i.ToolView=r,r.__name__=\"ToolView\";class _ extends a.Model{constructor(t){super(t)}static init_Tool(){this.prototype._known_aliases=new Map,this.internal({active:[n.Boolean,!1]})}get synthetic_renderers(){return[]}_get_dim_tooltip(t,e){switch(e){case\"width\":return t+\" (x-axis)\";case\"height\":return t+\" (y-axis)\";case\"both\":return t}}_get_dim_limits([t,e],[i,n],o,a){const r=o.bbox.h_range;let _;\"width\"==a||\"both\"==a?(_=[s.min([t,i]),s.max([t,i])],_=[s.max([_[0],r.start]),s.min([_[1],r.end])]):_=[r.start,r.end];const l=o.bbox.v_range;let c;return\"height\"==a||\"both\"==a?(c=[s.min([e,n]),s.max([e,n])],c=[s.max([c[0],l.start]),s.min([c[1],l.end])]):c=[l.start,l.end],[_,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(\", \")}`)}}}i.Tool=_,_.__name__=\"Tool\",_.init_Tool()},\n", + " function _(o,b,t){Object.defineProperty(t,\"__esModule\",{value:!0}),t.bk_toolbar=\"bk-toolbar\",t.bk_toolbar_hidden=\"bk-toolbar-hidden\",t.bk_toolbar_button=\"bk-toolbar-button\",t.bk_button_bar=\"bk-button-bar\",t.bk_toolbar_button_custom_action=\"bk-toolbar-button-custom-action\"},\n", + " function _(o,b,t){Object.defineProperty(t,\"__esModule\",{value:!0});t.default='\\n.bk-root .bk-toolbar-hidden {\\n visibility: hidden;\\n opacity: 0;\\n transition: visibility 0.3s linear, opacity 0.3s linear;\\n}\\n.bk-root .bk-toolbar,\\n.bk-root .bk-button-bar {\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-toolbar .bk-logo {\\n flex-shrink: 0;\\n -webkit-flex-shrink: 0;\\n}\\n.bk-root .bk-toolbar.bk-above,\\n.bk-root .bk-toolbar.bk-below {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n justify-content: flex-end;\\n -webkit-justify-content: flex-end;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-button-bar,\\n.bk-root .bk-toolbar.bk-below .bk-button-bar {\\n display: flex;\\n display: -webkit-flex;\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-logo,\\n.bk-root .bk-toolbar.bk-below .bk-logo {\\n order: 1;\\n -webkit-order: 1;\\n margin-left: 5px;\\n margin-right: 0px;\\n}\\n.bk-root .bk-toolbar.bk-left,\\n.bk-root .bk-toolbar.bk-right {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n justify-content: flex-start;\\n -webkit-justify-content: flex-start;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-button-bar,\\n.bk-root .bk-toolbar.bk-right .bk-button-bar {\\n display: flex;\\n display: -webkit-flex;\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-logo,\\n.bk-root .bk-toolbar.bk-right .bk-logo {\\n order: 0;\\n -webkit-order: 0;\\n margin-bottom: 5px;\\n margin-top: 0px;\\n}\\n.bk-root .bk-toolbar-button {\\n width: 30px;\\n height: 30px;\\n cursor: pointer;\\n background-size: 60% 60%;\\n background-origin: border-box;\\n background-color: transparent;\\n background-repeat: no-repeat;\\n background-position: center center;\\n}\\n.bk-root .bk-toolbar-button:hover {\\n background-color: rgba(192, 192, 192, 0.15);\\n}\\n.bk-root .bk-toolbar-button:focus {\\n outline: none;\\n}\\n.bk-root .bk-toolbar-button::-moz-focus-inner {\\n border: 0;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-toolbar-button {\\n border-bottom: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-toolbar-button.bk-active {\\n border-bottom-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-below .bk-toolbar-button {\\n border-top: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-below .bk-toolbar-button.bk-active {\\n border-top-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-right .bk-toolbar-button {\\n border-left: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-right .bk-toolbar-button.bk-active {\\n border-left-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-toolbar-button {\\n border-right: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-toolbar-button.bk-active {\\n border-right-color: #26aae1;\\n}\\n.bk-root .bk-button-bar + .bk-button-bar:before {\\n content: \" \";\\n display: inline-block;\\n background-color: lightgray;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-button-bar + .bk-button-bar:before,\\n.bk-root .bk-toolbar.bk-below .bk-button-bar + .bk-button-bar:before {\\n height: 10px;\\n width: 1px;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-button-bar + .bk-button-bar:before,\\n.bk-root .bk-toolbar.bk-right .bk-button-bar + .bk-button-bar:before {\\n height: 1px;\\n width: 10px;\\n}\\n'},\n", + " function _(A,g,C){Object.defineProperty(C,\"__esModule\",{value:!0});C.default='\\n.bk-root .bk-tool-icon-copy-to-clipboard {\\n background-image: url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUSDBoBvcHQeQAAAG9JREFUWMNjXLhsJcNAAiaGAQYwB/xHwh/Q+ITEkfHQCwEWND4jmeb8H/JpgBwfI6cNBhLSEkqaGXRpgFRAcZoZsmlg1AGjDhh1wKgDRh0w6gCaVcf/R2wIkNqw+D9s0wADvUNiyIYA47BJAwPuAAAj/Cjd0TCN6wAAAABJRU5ErkJggg==\");\\n}\\n.bk-root .bk-tool-icon-replace-mode {\\n background-image: url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUFFxokK3gniQAAAHpJREFUWMNjXLhsJcNAAiaGAQajDhhwB7DgEP+PxmeksvjgDwFcLmYkUh2hkBj8IcBIZXsYh1w2/I8v3sgAOM0bLYhGc8GgrwuICgldfQO88pcvXvg/aOuCUQeM5oLRuoCFCJcTbOMh5XOiW0JDNhdQS3y0IBp1ABwAAF8KGrhC1Eg6AAAAAElFTkSuQmCC\");\\n}\\n.bk-root .bk-tool-icon-append-mode {\\n background-image: url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUFFxkZWD04WwAAAB1pVFh0Q29tbWVudAAAAAAAQ3JlYXRlZCB3aXRoIEdJTVBkLmUHAAAAoUlEQVRYw+1WQQ6AIAwrhO8Y/bIXEz9jIMSDr8ETCUEPQzA4pMeFLKNbu4l5WR0CDOMEALBGIzMuQIBEZQjPgP9JLjwTfBjY9sO9lZsFA9IafZng3BlIyVefgd8XQFZBAWe8jfNxwsDhir6rzoCiPiy1K+J8/FRQemv2XfAdFcQ9znU4Viqg9ta1qYJ+D1BnAIBrkgGVOrXNqUA9rbyZm/AEzFh4jEeY/soAAAAASUVORK5CYII=\");\\n}\\n.bk-root .bk-tool-icon-intersect-mode {\\n background-image: url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUFFxkrkOpp2wAAAPhJREFUWMPtV1EKwjAMTUavI3oawR/vtn5srJdREfzwMvHHQlcT2mpdMzFfWxiP5r2+JMN+mAiCOB72CABgR1cln4oOGocJnuMTSxWk8jMm7OggYkYXA9gPE3uyd8NXHONJ+eYMdE/NqCJmEZ5ZqlJJ4sUksKN7cYSaPoCZFWR1QI+Xm1fBACU63Cw22x0AAJxudwrffVwvZ+JmQdAHZkw0d4EpAMCw8k87pMdbnwtizQumJYv3nwV6XOA1qbUT/oQLUJgFRbsiNwFVucBIlyR3p0tdMp+XmFjfLKi1LatyAXtCRjPWBdL3Ke3VuACJKFfDr/xFN2fgAR/Go0qaLlmEAAAAAElFTkSuQmCC\");\\n}\\n.bk-root .bk-tool-icon-subtract-mode {\\n background-image: url(\"data:image/png;base64,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\");\\n}\\n.bk-root .bk-tool-icon-clear-selection {\\n background-image: url(\"data:image/png;base64,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\");\\n}\\n.bk-root .bk-tool-icon-box-select {\\n background-image: url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH4gEMEg0kduFrowAAAIdJREFUWMPtVtEKwCAI9KL//4e9DPZ3+wP3KgOjNZouFYI4C8q7s7DtB1lGIeMoRMRinCLXg/ML3EcFqpjjloOyZxRntxpwQ8HsgHYARKFAtSFrCg3TCdMFCE1BuuALEXJLjC4qENsFVXCESZw38/kWLOkC/K4PcOc/Hj03WkoDT3EaWW9egQul6CUbq90JTwAAAABJRU5ErkJggg==\");\\n}\\n.bk-root .bk-tool-icon-box-zoom {\\n background-image: url(\"data:image/png;base64,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\");\\n}\\n.bk-root .bk-tool-icon-zoom-in {\\n background-image: 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url(\"data:image/png;base64,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\");\\n}\\n'},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=t(1),s=t(72),o=t(303),l=n.__importStar(t(282));class h{constructor(t,e={}){this.items=t,this.options=e,this.el=s.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==s.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},s.undisplay(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){s.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;s.empty(this.el,!0);const i=null!==(t=this.options.orientation)&&void 0!==t?t:\"vertical\";s.classes(this.el).add(\"bk-context-menu\",\"bk-\"+i);for(const[t,i]of o.enumerate(this.items)){let n;if(null==t)n=s.div({class:l.bk_divider});else{if(null!=t.if&&!t.if())continue;{const i=null!=t.icon?s.div({class:[\"bk-menu-icon\",t.icon]}):null;n=s.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}),s.display(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),s.undisplay(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=h,h.__name__=\"ContextMenu\"},\n", + " function _(e,n,o){Object.defineProperty(o,\"__esModule\",{value:!0});const t=e(9);function*r(e,n){const o=e.length;if(n>o)return;const r=t.range(n);for(yield r.map(n=>e[n]);;){let f;for(const e of t.reversed(t.range(n)))if(r[e]!=e+o-n){f=e;break}if(null==f)return;r[f]+=1;for(const e of t.range(f+1,n))r[e]=r[e-1]+1;yield r.map(n=>e[n])}}o.enumerate=function*(e){let n=0;for(const o of e)yield[o,n++]},o.combinations=r,o.subsets=function*(e){for(const n of t.range(e.length+1))yield*r(e,n)}},\n", + " function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const o=e(296),i=e(173),s=e(72);class c extends o.ButtonToolButtonView{render(){super.render(),s.classes(this.el).toggle(i.bk_active,this.model.active)}_clicked(){const{active:e}=this.model;this.model.active=!e}}n.OnOffButtonView=c,c.__name__=\"OnOffButtonView\"},\n", + " function _(t,o,e){Object.defineProperty(e,\"__esModule\",{value:!0});const i=t(1),s=t(19),l=t(72),n=t(115),a=i.__importStar(t(18)),r=t(78),_=t(9),c=t(13),h=t(8),u=t(81),v=t(306),d=t(307),b=t(308),p=t(295),g=t(299),f=t(310),m=t(173),w=i.__importDefault(t(300)),y=i.__importDefault(t(311));class T extends u.Model{constructor(t){super(t)}static init_ToolbarViewModel(){this.define({_visible:[a.Any,null],autohide:[a.Boolean,!1]})}get visible(){return!this.autohide||null!=this._visible&&this._visible}}e.ToolbarViewModel=T,T.__name__=\"ToolbarViewModel\",T.init_ToolbarViewModel();class k extends r.DOMView{initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new T({autohide:this.model.autohide})}async 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(),w.default,y.default]}remove(){n.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 n.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=g.bk_toolbar_hidden;this.el.classList.contains(o)&&t?this.el.classList.remove(o):t||this.el.classList.add(o)}render(){if(l.empty(this.el),this.el.classList.add(g.bk_toolbar),this.el.classList.add(m.bk_side(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?f.bk_grey:null,o=l.a({href:\"https://bokeh.org/\",target:\"_blank\",class:[f.bk_logo,f.bk_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 c.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=l.div({class:g.bk_button_bar},o);this.el.appendChild(t)}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}}function M(){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=k,k.__name__=\"ToolbarBaseView\";class B extends u.Model{constructor(t){super(t)}static init_ToolbarBase(){this.prototype.default_view=k,this.define({tools:[a.Array,[]],logo:[a.Logo,\"normal\"],autohide:[a.Boolean,!1]}),this.internal({gestures:[a.Any,M],actions:[a.Array,[]],inspectors:[a.Array,[]],help:[a.Array,[]],toolbar_location:[a.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 _.some(t,t=>!e.has(t.id))},o=this.tools.filter(t=>t instanceof p.InspectTool);t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter(t=>t instanceof b.HelpTool);t(this.help,e)&&(this.help=e);const i=this.tools.filter(t=>t instanceof d.ActionTool);t(this.actions,i)&&(this.actions=i);const l=(t,o)=>{t in this.gestures||s.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},n={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 v.GestureTool&&t.event_type)if(h.isString(t.event_type))n[t.event_type].tools.push(t),l(t.event_type,t);else{n.multi.tools.push(t);for(const o of t.event_type)l(o,t)}for(const o of Object.keys(n)){const e=this.gestures[o];t(e.tools,n[o].tools)&&(e.tools=n[o].tools),e.active&&_.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=h.isString(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(s.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,s.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=B,B.__name__=\"ToolbarBase\",B.init_ToolbarBase()},\n", + " function _(e,o,t){Object.defineProperty(t,\"__esModule\",{value:!0});const s=e(296),n=e(304);class u extends s.ButtonToolView{}t.GestureToolView=u,u.__name__=\"GestureToolView\";class _ extends s.ButtonTool{constructor(e){super(e),this.button_view=n.OnOffButtonView}}t.GestureTool=_,_.__name__=\"GestureTool\"},\n", + " function _(o,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const e=o(296),i=o(15);class s extends e.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=s,s.__name__=\"ActionToolButtonView\";class c extends e.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,o=>this.doit(o))}}n.ActionToolView=c,c.__name__=\"ActionToolView\";class l extends e.ButtonTool{constructor(o){super(o),this.button_view=s,this.do=new i.Signal(this,\"do\")}}n.ActionTool=l,l.__name__=\"ActionTool\"},\n", + " function _(o,e,t){Object.defineProperty(t,\"__esModule\",{value:!0});const i=o(1),l=o(307),s=i.__importStar(o(18)),n=o(309);class _ extends l.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=_,_.__name__=\"HelpToolView\";class r extends l.ActionTool{constructor(o){super(o),this.tool_name=\"Help\",this.icon=n.bk_tool_icon_help}static init_HelpTool(){this.prototype.default_view=_,this.define({help_tooltip:[s.String,\"Click the question mark to learn more about Bokeh plot tools.\"],redirect:[s.String,\"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html\"]}),this.register_alias(\"help\",()=>new r)}get tooltip(){return this.help_tooltip}}t.HelpTool=r,r.__name__=\"HelpTool\",r.init_HelpTool()},\n", + " function _(o,_,l){Object.defineProperty(l,\"__esModule\",{value:!0}),l.bk_tool_icon_box_select=\"bk-tool-icon-box-select\",l.bk_tool_icon_box_zoom=\"bk-tool-icon-box-zoom\",l.bk_tool_icon_zoom_in=\"bk-tool-icon-zoom-in\",l.bk_tool_icon_zoom_out=\"bk-tool-icon-zoom-out\",l.bk_tool_icon_help=\"bk-tool-icon-help\",l.bk_tool_icon_hover=\"bk-tool-icon-hover\",l.bk_tool_icon_crosshair=\"bk-tool-icon-crosshair\",l.bk_tool_icon_lasso_select=\"bk-tool-icon-lasso-select\",l.bk_tool_icon_pan=\"bk-tool-icon-pan\",l.bk_tool_icon_xpan=\"bk-tool-icon-xpan\",l.bk_tool_icon_ypan=\"bk-tool-icon-ypan\",l.bk_tool_icon_range=\"bk-tool-icon-range\",l.bk_tool_icon_polygon_select=\"bk-tool-icon-polygon-select\",l.bk_tool_icon_redo=\"bk-tool-icon-redo\",l.bk_tool_icon_reset=\"bk-tool-icon-reset\",l.bk_tool_icon_save=\"bk-tool-icon-save\",l.bk_tool_icon_tap_select=\"bk-tool-icon-tap-select\",l.bk_tool_icon_undo=\"bk-tool-icon-undo\",l.bk_tool_icon_wheel_pan=\"bk-tool-icon-wheel-pan\",l.bk_tool_icon_wheel_zoom=\"bk-tool-icon-wheel-zoom\",l.bk_tool_icon_box_edit=\"bk-tool-icon-box-edit\",l.bk_tool_icon_freehand_draw=\"bk-tool-icon-freehand-draw\",l.bk_tool_icon_poly_draw=\"bk-tool-icon-poly-draw\",l.bk_tool_icon_point_draw=\"bk-tool-icon-point-draw\",l.bk_tool_icon_poly_edit=\"bk-tool-icon-poly-edit\",l.bk_tool_icon_line_edit=\"bk-tool-icon-line-edit\"},\n", + " function _(o,l,b){Object.defineProperty(b,\"__esModule\",{value:!0}),b.bk_logo=\"bk-logo\",b.bk_logo_notebook=\"bk-logo-notebook\",b.bk_logo_small=\"bk-logo-small\",b.bk_grey=\"bk-grey\"},\n", + " function _(l,n,o){Object.defineProperty(o,\"__esModule\",{value:!0});o.default=\"\\n.bk-root .bk-logo {\\n margin: 5px;\\n position: relative;\\n display: block;\\n background-repeat: no-repeat;\\n}\\n.bk-root .bk-logo.bk-grey {\\n filter: url(\\\"data:image/svg+xml;utf8,#grayscale\\\");\\n /* Firefox 10+, Firefox on Android */\\n filter: gray;\\n /* IE6-9 */\\n -webkit-filter: grayscale(100%);\\n /* Chrome 19+, Safari 6+, Safari 6+ iOS */\\n}\\n.bk-root .bk-logo-small {\\n width: 20px;\\n height: 20px;\\n background-image: url(data:image/png;base64,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);\\n}\\n.bk-root .bk-logo-notebook {\\n display: inline-block;\\n vertical-align: middle;\\n margin-right: 5px;\\n}\\n\"},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});var s=this&&this.__rest||function(t,e){var i={};for(var s in t)Object.prototype.hasOwnProperty.call(t,s)&&e.indexOf(s)<0&&(i[s]=t[s]);if(null!=t&&\"function\"==typeof Object.getOwnPropertySymbols){var n=0;for(s=Object.getOwnPropertySymbols(t);nt)}}request_layout(){this._needs_layout=!0,this.request_paint()}reset(){\"standard\"==this.model.reset_policy&&(this.clear_state(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){this.ui_event_bus.destroy(),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.state_changed=new u.Signal0(this,\"state_changed\"),this.lod_started=!1,this.visuals=new b.Visuals(this.model),this._initial_state_info={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.state={history:[],index:-1};const{hidpi:t,output_backend:e}=this.model;this.canvas=new a.Canvas({hidpi:t,output_backend:e}),this.frame=new n.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.throttled_paint=m.throttle(()=>this.repaint(),1e3/60);const{title_location:i,title:s}=this.model;null!=i&&null!=s&&(this._title=s instanceof h.Title?s:new h.Title({text:s}));const{toolbar_location:o,toolbar:l}=this.model;null!=o&&null!=l&&(this._toolbar=new d.ToolbarPanel({toolbar:l}),l.toolbar_location=o),this.renderer_views=new Map,this.tool_views=new Map}async lazy_initialize(){this.canvas_view=await p.build_view(this.canvas,{parent:this}),this.ui_event_bus=new f.UIEvents(this,this.model.toolbar,this.canvas_view.events_el),await this.build_renderer_views(),await this.build_tool_views(),this.update_dataranges(),this.unpause(!0),g.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(){this.layout=new x.BorderLayout,this.layout.set_sizing(this.box_sizing());const{frame_width:t,frame_height:e}=this.model;this.layout.center_panel=this.frame,this.layout.center_panel.set_sizing(Object.assign(Object.assign({},null!=t?{width_policy:\"fixed\",width:t}:{width_policy:\"fit\"}),null!=e?{height_policy:\"fixed\",height:e}:{height_policy:\"fit\"}));const i=w.copy(this.model.above),s=w.copy(this.model.below),n=w.copy(this.model.left),a=w.copy(this.model.right),o=t=>{switch(t){case\"above\":return i;case\"below\":return s;case\"left\":return n;case\"right\":return a}},{title_location:l,title:r}=this.model;null!=l&&null!=r&&o(l).push(this._title);const{toolbar_location:_,toolbar:c}=this.model;if(null!=_&&null!=c){const t=o(_);let e=!0;if(this.model.toolbar_sticky)for(let i=0;i{const i=this.renderer_views.get(e);return i.layout=new z.SidePanel(t,i)},p=(t,e)=>{const i=\"above\"==t||\"below\"==t,s=[];for(const n of e)if(v.isArray(n)){const e=n.map(e=>{const s=u(t,e);if(e instanceof d.ToolbarPanel){const t=i?\"width_policy\":\"height_policy\";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[t]:\"min\"}))}return s});let a;i?(a=new M.Row(e),a.set_sizing({width_policy:\"max\",height_policy:\"min\"})):(a=new M.Column(e),a.set_sizing({width_policy:\"min\",height_policy:\"max\"})),a.absolute=!0,s.push(a)}else s.push(u(t,n));return s},f=null!=this.model.min_border?this.model.min_border:0;this.layout.min_border={left:null!=this.model.min_border_left?this.model.min_border_left:f,top:null!=this.model.min_border_top?this.model.min_border_top:f,right:null!=this.model.min_border_right?this.model.min_border_right:f,bottom:null!=this.model.min_border_bottom?this.model.min_border_bottom:f};const b=new y.VStack,g=new y.VStack,m=new y.HStack,O=new y.HStack;b.children=w.reversed(p(\"above\",i)),g.children=p(\"below\",s),m.children=w.reversed(p(\"left\",n)),O.children=p(\"right\",a),b.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),g.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),m.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),O.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),this.layout.top_panel=b,this.layout.bottom_panel=g,this.layout.left_panel=m,this.layout.right_panel=O}get axis_views(){const t=[];for(const[,e]of this.renderer_views)e instanceof _.AxisView&&t.push(e);return t}set_cursor(t=\"default\"){this.canvas_view.el.style.cursor=t}set_toolbar_visibility(t){for(const e of this.visibility_callbacks)e(t)}update_dataranges(){const t=new Map,e=new Map;let i=!1;for(const[,t]of this.frame.x_ranges)t instanceof o.DataRange1d&&\"log\"==t.scale_hint&&(i=!0);for(const[,t]of this.frame.y_ranges)t instanceof o.DataRange1d&&\"log\"==t.scale_hint&&(i=!0);for(const[s,n]of this.renderer_views)if(n instanceof l.GlyphRendererView){const a=n.glyph.bounds();if(null!=a&&t.set(s,a),i){const t=n.glyph.log_bounds();null!=t&&e.set(s,t)}}let s=!1,n=!1;const{width:a,height:r}=this.frame.bbox;let h;!1!==this.model.match_aspect&&0!=a&&0!=r&&(h=1/this.model.aspect_scale*(a/r));for(const[,i]of this.frame.x_ranges){if(i instanceof o.DataRange1d){const n=\"log\"==i.scale_hint?e:t;i.update(n,0,this.model,h),i.follow&&(s=!0)}null!=i.bounds&&(n=!0)}for(const[,i]of this.frame.y_ranges){if(i instanceof o.DataRange1d){const n=\"log\"==i.scale_hint?e:t;i.update(n,1,this.model,h),i.follow&&(s=!0)}null!=i.bounds&&(n=!0)}if(s&&n){g.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.range_update_timestamp=Date.now()}push_state(t,e){const{history:i,index:s}=this.state,n=null!=i[s]?i[s].info:{},a=Object.assign(Object.assign(Object.assign({},this._initial_state_info),n),e);this.state.history=this.state.history.slice(0,this.state.index+1),this.state.history.push({type:t,info:a}),this.state.index=this.state.history.length-1,this.state_changed.emit()}clear_state(){this.state={history:[],index:-1},this.state_changed.emit()}can_undo(){return this.state.index>=0}can_redo(){return this.state.index=a.end&&(n=!0,a.end=t,(e||i)&&(a.start=t+l)),null!=o&&o<=a.start&&(n=!0,a.start=o,(e||i)&&(a.end=o-l))):(null!=t&&t>=a.start&&(n=!0,a.start=t,(e||i)&&(a.end=t+l)),null!=o&&o<=a.end&&(n=!0,a.end=o,(e||i)&&(a.start=o-l)))}}if(!(i&&n&&s))for(const[e,i]of t)e.have_updated_interactively=!0,e.start==i.start&&e.end==i.end||e.setv(i)}_get_weight_to_constrain_interval(t,e){const{min_interval:i}=t;let{max_interval:s}=t;if(null!=t.bounds&&\"auto\"!=t.bounds){const[e,i]=t.bounds;if(null!=e&&null!=i){const t=Math.abs(i-e);s=null!=s?Math.min(s,t):t}}let n=1;if(null!=i||null!=s){const a=Math.abs(t.end-t.start),o=Math.abs(e.end-e.start);i>0&&o0&&o>s&&(n=(s-a)/(o-a)),n=Math.max(0,Math.min(1,n))}return n}update_range(t,e=!1,i=!1,s=!0){this.pause();const{x_ranges:n,y_ranges:a}=this.frame;if(null==t){for(const[,t]of n)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const o=[];for(const[e,i]of n)o.push([i,t.xrs.get(e)]);for(const[e,i]of a)o.push([i,t.yrs.get(e)]);i&&this._update_ranges_together(o),this._update_ranges_individually(o,e,i,s)}this.unpause()}reset_range(){this.update_range(null)}_invalidate_layout(){(()=>{for(const t of this.model.side_panels){if(this.renderer_views.get(t).layout.has_size_changed())return!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map(t=>this.renderer_views.get(t))}async build_renderer_views(){this.computed_renderers=[];const{above:t,below:e,left:i,right:s,center:n,renderers:a}=this.model;this.computed_renderers.push(...t,...e,...i,...s,...n,...a),null!=this._title&&this.computed_renderers.push(this._title),null!=this._toolbar&&this.computed_renderers.push(this._toolbar);for(const t of this.model.toolbar.tools)null!=t.overlay&&this.computed_renderers.push(t.overlay),this.computed_renderers.push(...t.synthetic_renderers);await p.build_views(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const t=this.model.toolbar.tools;(await p.build_views(this.tool_views,t,{parent:this})).map(t=>this.ui_event_bus.register_tool(t))}connect_signals(){super.connect_signals();const{x_ranges:t,y_ranges:e}=this.frame;for(const[,e]of t)this.connect(e.change,()=>{this._needs_layout=!0,this.request_paint()});for(const[,t]of e)this.connect(t.change,()=>{this._needs_layout=!0,this.request_paint()});const{plot_width:i,plot_height:s}=this.model.properties;this.on_change([i,s],()=>this.invalidate_layout());const{above:n,below:a,left:o,right:l,center:r,renderers:h}=this.model.properties;this.on_change([n,a,o,l,r,h],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()),this.connect(this.model.reset,()=>this.reset())}set_initial_range(){let t=!0;const{x_ranges:e,y_ranges:i}=this.frame,s=new Map,n=new Map;for(const[i,n]of e){const{start:e,end:a}=n;if(null==e||null==a||isNaN(e+a)){t=!1;break}s.set(i,{start:e,end:a})}if(t)for(const[e,s]of i){const{start:i,end:a}=s;if(null==i||null==a||isNaN(i+a)){t=!1;break}n.set(e,{start:i,end:a})}t?(this._initial_state_info.range={xrs:s,yrs:n},g.logger.debug(\"initial ranges set\")):g.logger.warn(\"could not set initial ranges\")}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,t]of this.renderer_views)if(!t.has_finished())return!1;return!0}after_layout(){if(super.after_layout(),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.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:t,height:e}=this.layout.bbox;this.canvas_view.resize(t,e),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}this._inner_bbox.equals(this.frame.inner_bbox)||(this._inner_bbox=this.layout.inner_bbox,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){if(this.is_paused||!this.model.visible)return;g.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()},this.model.lod_timeout):t.interactive_stop()}for(const[,t]of this.renderer_views)if(null==this.range_update_timestamp||t instanceof l.GlyphRendererView&&t.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}let e=!1,i=!1;if(this._invalidate_all)e=!0,i=!0;else for(const t of this._invalidated_painters){const{level:s}=t.model;if(\"overlay\"!=s?e=!0:i=!0,e&&i)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const s=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:a}=this.canvas_view;e&&(n.prepare(),this.canvas_view.prepare_webgl(s),this.canvas_view.clear_webgl(),this._map_hook(n.ctx,s),this._paint_empty(n.ctx,s),this._paint_outline(n.ctx,s),this._paint_levels(n.ctx,\"image\",s,!0),this._paint_levels(n.ctx,\"underlay\",s,!0),this._paint_levels(n.ctx,\"glyph\",s,!0),this._paint_levels(n.ctx,\"guide\",s,!1),this._paint_levels(n.ctx,\"annotation\",s,!1),n.finish()),i&&(a.prepare(),this._paint_levels(a.ctx,\"overlay\",s,!1),a.finish()),null==this._initial_state_info.range&&this.set_initial_range(),this._needs_paint=!1}_paint_levels(t,e,i,s){for(const n of this.computed_renderers){if(n.level!=e)continue;const a=this.renderer_views.get(n);t.save(),(s||a.needs_clip)&&(t.beginPath(),t.rect(...i),t.clip()),a.render(),t.restore(),a.has_webgl&&a.needs_webgl_blit&&(this.canvas_view.blit_webgl(t),this.canvas_view.clear_webgl())}}_map_hook(t,e){}_paint_empty(t,e){const[i,s,n,a]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,h]=e;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(t),t.fillRect(i,s,n,a),t.clearRect(o,l,r,h)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(o,l,r,h))}_paint_outline(t,e){if(this.visuals.outline_line.doit){t.save(),this.visuals.outline_line.set_value(t);let[i,s,n,a]=e;i+n==this.layout.bbox.width&&(n-=1),s+a==this.layout.bbox.height&&(a-=1),t.strokeRect(i,s,n,a),t.restore()}}to_blob(){return this.canvas_view.to_blob()}export(t,e=!0){const i=\"png\"==t?\"canvas\":\"svg\",s=new a.CanvasLayer(i,e),{width:n,height:o}=this.layout.bbox;s.resize(n,o);const{canvas:l}=this.canvas_view.compose();return s.ctx.drawImage(l,0,0),s}serializable_state(){const t=super.serializable_state(),{children:e}=t,i=s(t,[\"children\"]),n=this.get_renderer_views().map(t=>t.serializable_state()).filter(t=>\"bbox\"in t);return Object.assign(Object.assign({},i),{children:[...e,...n]})}}i.PlotView=k,k.__name__=\"PlotView\"},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});var n=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 r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function _(e){return function(t){t.prototype.event_name=e}}class a{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=a,a.__name__=\"BokehEvent\";class o extends a{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=o,o.__name__=\"ModelEvent\";let r=class extends a{_to_json(){return{}}};s.DocumentReady=r,r.__name__=\"DocumentReady\",s.DocumentReady=r=n([_(\"document_ready\")],r);let c=class extends o{};s.ButtonClick=c,c.__name__=\"ButtonClick\",s.ButtonClick=c=n([_(\"button_click\")],c);let l=class extends o{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=l,l.__name__=\"MenuItemClick\",s.MenuItemClick=l=n([_(\"menu_item_click\")],l);class i extends o{}s.UIEvent=i,i.__name__=\"UIEvent\";let u=class extends i{};s.LODStart=u,u.__name__=\"LODStart\",s.LODStart=u=n([_(\"lodstart\")],u);let d=class extends i{};s.LODEnd=d,d.__name__=\"LODEnd\",s.LODEnd=d=n([_(\"lodend\")],d);let h=class extends i{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=h,h.__name__=\"SelectionGeometry\",s.SelectionGeometry=h=n([_(\"selectiongeometry\")],h);let m=class extends i{};s.Reset=m,m.__name__=\"Reset\",s.Reset=m=n([_(\"reset\")],m);class x extends i{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=x,x.__name__=\"PointEvent\";let p=class extends x{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=p,p.__name__=\"Pan\",s.Pan=p=n([_(\"pan\")],p);let j=class extends x{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=j,j.__name__=\"Pinch\",s.Pinch=j=n([_(\"pinch\")],j);let y=class extends x{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=y,y.__name__=\"Rotate\",s.Rotate=y=n([_(\"rotate\")],y);let P=class extends x{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=P,P.__name__=\"MouseWheel\",s.MouseWheel=P=n([_(\"wheel\")],P);let v=class extends x{};s.MouseMove=v,v.__name__=\"MouseMove\",s.MouseMove=v=n([_(\"mousemove\")],v);let O=class extends x{};s.MouseEnter=O,O.__name__=\"MouseEnter\",s.MouseEnter=O=n([_(\"mouseenter\")],O);let b=class extends x{};s.MouseLeave=b,b.__name__=\"MouseLeave\",s.MouseLeave=b=n([_(\"mouseleave\")],b);let g=class extends x{};s.Tap=g,g.__name__=\"Tap\",s.Tap=g=n([_(\"tap\")],g);let E=class extends x{};s.DoubleTap=E,E.__name__=\"DoubleTap\",s.DoubleTap=E=n([_(\"doubletap\")],E);let M=class extends x{};s.Press=M,M.__name__=\"Press\",s.Press=M=n([_(\"press\")],M);let R=class extends x{};s.PressUp=R,R.__name__=\"PressUp\",s.PressUp=R=n([_(\"pressup\")],R);let f=class extends x{};s.PanStart=f,f.__name__=\"PanStart\",s.PanStart=f=n([_(\"panstart\")],f);let S=class extends x{};s.PanEnd=S,S.__name__=\"PanEnd\",s.PanEnd=S=n([_(\"panend\")],S);let D=class extends x{};s.PinchStart=D,D.__name__=\"PinchStart\",s.PinchStart=D=n([_(\"pinchstart\")],D);let k=class extends x{};s.PinchEnd=k,k.__name__=\"PinchEnd\",s.PinchEnd=k=n([_(\"pinchend\")],k);let L=class extends x{};s.RotateStart=L,L.__name__=\"RotateStart\",s.RotateStart=L=n([_(\"rotatestart\")],L);let C=class extends x{};s.RotateEnd=C,C.__name__=\"RotateEnd\",s.RotateEnd=C=n([_(\"rotateend\")],C)},\n", + " function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=t(1),i=n.__importDefault(t(297)),r=t(15),a=t(19),h=t(72),_=n.__importStar(t(313)),o=t(315),c=t(9),l=t(8),p=t(32),u=t(302);class d{constructor(t,e,s){this.plot_view=t,this.toolbar=e,this.hit_area=s,this.pan_start=new r.Signal(this,\"pan:start\"),this.pan=new r.Signal(this,\"pan\"),this.pan_end=new r.Signal(this,\"pan:end\"),this.pinch_start=new r.Signal(this,\"pinch:start\"),this.pinch=new r.Signal(this,\"pinch\"),this.pinch_end=new r.Signal(this,\"pinch:end\"),this.rotate_start=new r.Signal(this,\"rotate:start\"),this.rotate=new r.Signal(this,\"rotate\"),this.rotate_end=new r.Signal(this,\"rotate:end\"),this.tap=new r.Signal(this,\"tap\"),this.doubletap=new r.Signal(this,\"doubletap\"),this.press=new r.Signal(this,\"press\"),this.pressup=new r.Signal(this,\"pressup\"),this.move_enter=new r.Signal(this,\"move:enter\"),this.move=new r.Signal(this,\"move\"),this.move_exit=new r.Signal(this,\"move:exit\"),this.scroll=new r.Signal(this,\"scroll\"),this.keydown=new r.Signal(this,\"keydown\"),this.keyup=new r.Signal(this,\"keyup\"),this.hammer=new i.default(this.hit_area,{touchAction:\"auto\",inputClass:i.default.TouchMouseInput}),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 u.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.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:i.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&&(l.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)},h=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)));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._doubletap&&n.connect(this.doubletap,h(n._doubletap.bind(n))),null!=n._keydown&&n.connect(this.keydown,h(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,h(n._keyup.bind(n))),p.is_mobile&&null!=n._scroll&&\"pinch\"==e&&(a.logger.debug(\"Registering scroll on touch screen\"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e){const s=this.plot_view.get_renderer_views();for(const n of c.reversed(s)){const{level:s}=n.model;if((\"annotation\"==s||\"overlay\"==s)&&null!=n.interactive_hit&&n.interactive_hit(t,e))return n}return null}_hit_test_frame(t,e){return this.plot_view.frame.bbox.contains(t,e)}_hit_test_canvas(t,e){return this.plot_view.layout.bbox.contains(t,e)}_trigger(t,e,s){const n=this.toolbar.gestures,i=t.name.split(\":\")[0],r=this._hit_test_renderers(e.sx,e.sy),a=this._hit_test_canvas(e.sx,e.sy);switch(i){case\"move\":{const s=n[i].active;null!=s&&this.trigger(t,e,s.id);const h=this.toolbar.inspectors.filter(t=>t.active);let _=\"default\";null!=r?(_=r.cursor(e.sx,e.sy)||_,c.is_empty(h)||(t=this.move_exit)):this._hit_test_frame(e.sx,e.sy)&&(c.is_empty(h)||(_=\"crosshair\")),this.plot_view.set_cursor(_),this.plot_view.set_toolbar_visibility(a),h.map(s=>this.trigger(t,e,s.id));break}case\"tap\":{const{target:a}=s;if(null!=a&&a!=this.hit_area)return;null!=r&&null!=r.on_hit&&r.on_hit(e.sx,e.sy);const h=n[i].active;null!=h&&this.trigger(t,e,h.id);break}case\"scroll\":{const i=n[p.is_mobile?\"pinch\":\"scroll\"].active;null!=i&&(s.preventDefault(),s.stopPropagation(),this.trigger(t,e,i.id));break}case\"pan\":{const r=n[i].active;null!=r&&(s.preventDefault(),this.trigger(t,e,r.id));break}default:{const s=n[i].active;null!=s&&this.trigger(t,e,s.id)}}this._trigger_bokeh_event(e)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t){const e=(()=>{const{sx:e,sy:s}=t,n=this.plot_view.frame.x_scale.invert(e),i=this.plot_view.frame.y_scale.invert(s);switch(t.type){case\"wheel\":return new _.MouseWheel(e,s,n,i,t.delta);case\"mousemove\":return new _.MouseMove(e,s,n,i);case\"mouseenter\":return new _.MouseEnter(e,s,n,i);case\"mouseleave\":return new _.MouseLeave(e,s,n,i);case\"tap\":return new _.Tap(e,s,n,i);case\"doubletap\":return new _.DoubleTap(e,s,n,i);case\"press\":return new _.Press(e,s,n,i);case\"pressup\":return new _.PressUp(e,s,n,i);case\"pan\":return new _.Pan(e,s,n,i,t.deltaX,t.deltaY);case\"panstart\":return new _.PanStart(e,s,n,i);case\"panend\":return new _.PanEnd(e,s,n,i);case\"pinch\":return new _.Pinch(e,s,n,i,t.scale);case\"pinchstart\":return new _.PinchStart(e,s,n,i);case\"pinchend\":return new _.PinchEnd(e,s,n,i);case\"rotate\":return new _.Rotate(e,s,n,i,t.rotation);case\"rotatestart\":return new _.RotateStart(e,s,n,i);case\"rotateend\":return new _.RotateEnd(e,s,n,i);default:return}})();null!=e&&this.plot_view.model.trigger_event(e)}_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}=h.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:o.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){const e=this._tap_event(t);this._trigger_bokeh_event(e),this.trigger(this.doubletap,e)}_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.UIEvents=d,d.__name__=\"UIEvents\"},\n", + " function _(e,t,n){\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 r(e){const t=getComputedStyle(e).fontSize;return null!=t?parseInt(t,10):null}Object.defineProperty(n,\"__esModule\",{value:!0}),n.getDeltaY=function(e){let t=-e.deltaY;if(e.target instanceof HTMLElement)switch(e.deltaMode){case e.DOM_DELTA_LINE:t*=r((n=e.target).offsetParent||document.body)||r(n)||16;break;case e.DOM_DELTA_PAGE:t*=function(e){return e.clientHeight}(e.target)}var n;return t}},\n", + " function _(n,e,o){Object.defineProperty(o,\"__esModule\",{value:!0});const t=(\"undefined\"!=typeof window?window.requestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.webkitRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.mozRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.msRequestAnimationFrame:void 0)||function(n){return n(Date.now()),-1};o.throttle=function(n,e){let o=null,i=0,u=!1;return function(){return new Promise((d,w)=>{const r=function(){i=Date.now(),o=null,u=!1;try{n(),d()}catch(n){w(n)}},a=Date.now(),f=e-(a-i);f<=0&&!u?(null!=o&&clearTimeout(o),u=!0,t(r)):o||u?d():o=setTimeout(()=>t(r),f)})}}},\n", + " function _(t,e,h){Object.defineProperty(h,\"__esModule\",{value:!0});const i=t(213),o=t(214),r=t(79);class s extends o.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0}}_measure(t){t=new i.Sizeable(t).bounded_to(this.sizing.size);const e=this.left_panel.measure({width:0,height:t.height}),h=Math.max(e.width,this.min_border.left),o=this.right_panel.measure({width:0,height:t.height}),r=Math.max(o.width,this.min_border.right),s=this.top_panel.measure({width:t.width,height:0}),n=Math.max(s.height,this.min_border.top),a=this.bottom_panel.measure({width:t.width,height:0}),g=Math.max(a.height,this.min_border.bottom),_=new i.Sizeable(t).shrink_by({left:h,right:r,top:n,bottom:g}),m=this.center_panel.measure(_);return{width:h+m.width+r,height:n+m.height+g,inner:{left:h,right:r,top:n,bottom:g},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 h=this.left_panel.measure({width:0,height:t.height}),i=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:n,top:a,right:g,bottom:_}=e;this.top_panel.set_geometry(new r.BBox({left:n,right:g,bottom:a,height:o.height})),this.bottom_panel.set_geometry(new r.BBox({left:n,right:g,top:_,height:s.height})),this.left_panel.set_geometry(new r.BBox({top:a,bottom:_,right:n,width:h.width})),this.right_panel.set_geometry(new r.BBox({top:a,bottom:_,left:g,width:i.width}))}}h.BorderLayout=s,s.__name__=\"BorderLayout\"},\n", + " function _(i,t,e){Object.defineProperty(e,\"__esModule\",{value:!0});const l=i(213),a=i(214),r=i(8),o=Math.PI/2,h=\"left\",s=\"center\",n={above:{parallel:0,normal:-o,horizontal:0,vertical:-o},below:{parallel:0,normal:o,horizontal:0,vertical:o},left:{parallel:-o,normal:0,horizontal:0,vertical:-o},right:{parallel:o,normal:0,horizontal:0,vertical:o}},d={above:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"alphabetic\",vertical:\"middle\"},below:{justified:\"bottom\",parallel:\"hanging\",normal:\"middle\",horizontal:\"hanging\",vertical:\"middle\"},left:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"},right:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"}},_={above:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},below:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},left:{justified:s,parallel:s,normal:\"right\",horizontal:\"right\",vertical:s},right:{justified:s,parallel:s,normal:h,horizontal:h,vertical:s}},c={above:\"right\",below:h,left:\"right\",right:h},m={above:h,below:\"right\",left:\"right\",right:h};class g extends a.ContentLayoutable{constructor(i,t){switch(super(),this.side=i,this.obj=t,this.side){case\"above\":this._dim=0,this._normals=[0,-1];break;case\"below\":this._dim=0,this._normals=[0,1];break;case\"left\":this._dim=1,this._normals=[-1,0];break;case\"right\":this._dim=1,this._normals=[1,0]}this.is_horizontal?this.set_sizing({width_policy:\"max\",height_policy:\"fixed\"}):this.set_sizing({width_policy:\"fixed\",height_policy:\"max\"})}_content_size(){return new l.Sizeable(this.get_oriented_size())}get_oriented_size(){const{width:i,height:t}=this.obj.get_size();return!this.obj.rotate||this.is_horizontal?{width:i,height:t}:{width:t,height:i}}has_size_changed(){const{width:i,height:t}=this.get_oriented_size();return this.is_horizontal?this.bbox.height!=t:this.bbox.width!=i}get dimension(){return this._dim}get normals(){return this._normals}get is_horizontal(){return 0==this._dim}get is_vertical(){return 1==this._dim}apply_label_text_heuristics(i,t){const e=this.side;let l,a;r.isString(t)?(l=d[e][t],a=_[e][t]):t<0?(l=\"middle\",a=c[e]):(l=\"middle\",a=m[e]),i.textBaseline=l,i.textAlign=a}get_label_angle_heuristic(i){return n[this.side][i]}}e.SidePanel=g,g.__name__=\"SidePanel\"},\n", + " function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=t(15),o=t(72),a=t(37),n=t(312),p=new i.Signal0({},\"gmaps_ready\");class l extends n.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,\"undefined\"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){!function(t){window._bokeh_gmaps_callback=()=>p.emit();const e=document.createElement(\"script\");e.type=\"text/javascript\",e.src=`https://maps.googleapis.com/maps/api/js?v=3.36&key=${t}&callback=_bokeh_gmaps_callback`,document.body.appendChild(e)}(atob(this.model.api_key))}p.connect(()=>this.request_render())}this.unpause()}remove(){o.remove(this.map_el),super.remove()}update_range(t){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);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(t.sdx||0,t.sdy||0),super.update_range(t);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);const e=t.factor<0?-1:1,s=this.map.getZoom(),i=s+e;if(i>=2){this.map.setZoom(i);const[t,e,,]=this._get_projected_bounds();e-t<0&&this.map.setZoom(s)}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=o.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,i]=this._get_latlon_bounds(),[o,n]=a.wgs84_mercator.compute(t,s),[p,l]=a.wgs84_mercator.compute(e,i);return[o,p,n,l]}_set_bokeh_ranges(){const[t,e,s,i]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:i})}_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,i,o]=e;this.map_el.style.top=s+\"px\",this.map_el.style.left=t+\"px\",this.map_el.style.width=i+\"px\",this.map_el.style.height=o+\"px\"}}_paint_empty(t,e){const s=this.layout.bbox.width,i=this.layout.bbox.height,[o,a,n,p]=e;t.clearRect(0,0,s,i),t.beginPath(),t.moveTo(0,0),t.lineTo(0,i),t.lineTo(s,i),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(o,a),t.lineTo(o+n,a),t.lineTo(o+n,a+p),t.lineTo(o,a+p),t.lineTo(o,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=this.model.border_fill_color,t.fill())}}s.GMapPlotView=l,l.__name__=\"GMapPlotView\"},\n", + " function _(a,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});var g=a(211);n.DataRange=g.DataRange;var R=a(210);n.DataRange1d=R.DataRange1d;var r=a(98);n.FactorRange=r.FactorRange;var t=a(99);n.Range=t.Range;var d=a(158);n.Range1d=d.Range1d},\n", + " function _(e,r,d){Object.defineProperty(d,\"__esModule\",{value:!0});var n=e(90);d.GlyphRenderer=n.GlyphRenderer;var R=e(116);d.GraphRenderer=R.GraphRenderer;var a=e(178);d.GuideRenderer=a.GuideRenderer;var G=e(70);d.Renderer=G.Renderer},\n", + " function _(a,e,l){Object.defineProperty(l,\"__esModule\",{value:!0});var c=a(209);l.CategoricalScale=c.CategoricalScale;var r=a(146);l.ContinuousScale=r.ContinuousScale;var n=a(145);l.LinearScale=n.LinearScale;var o=a(156);l.LinearInterpolationScale=o.LinearInterpolationScale;var i=a(157);l.LogScale=i.LogScale;var S=a(147);l.Scale=S.Scale},\n", + " function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});e(1).__exportStar(e(118),o);var n=e(88);o.Selection=n.Selection},\n", + " function _(a,e,r){Object.defineProperty(r,\"__esModule\",{value:!0});var o=a(325);r.ServerSentDataSource=o.ServerSentDataSource;var S=a(327);r.AjaxDataSource=S.AjaxDataSource;var u=a(85);r.ColumnDataSource=u.ColumnDataSource;var t=a(86);r.ColumnarDataSource=t.ColumnarDataSource;var c=a(114);r.CDSView=c.CDSView;var D=a(87);r.DataSource=D.DataSource;var v=a(328);r.GeoJSONDataSource=v.GeoJSONDataSource;var n=a(326);r.WebDataSource=n.WebDataSource},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const a=e(326);class s extends a.WebDataSource{constructor(e){super(e),this.initialized=!1}destroy(){super.destroy()}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{this.load_data(JSON.parse(e.data),this.mode,this.max_size)}}}}i.ServerSentDataSource=s,s.__name__=\"ServerSentDataSource\"},\n", + " function _(e,t,a){Object.defineProperty(a,\"__esModule\",{value:!0});const r=e(1),s=e(85),i=r.__importStar(e(18));class n extends s.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:r}=this;let s;switch(s=null!=r?r.execute(this,{response:e}):e,t){case\"replace\":this.data=s;break;case\"append\":{const e=this.data;for(const t of this.columns()){const r=Array.from(e[t]),i=Array.from(s[t]);s[t]=r.concat(i).slice(-a)}this.data=s;break}}}static init_WebDataSource(){this.define({mode:[i.UpdateMode,\"replace\"],max_size:[i.Number],adapter:[i.Any,null],data_url:[i.String]})}}a.WebDataSource=n,n.__name__=\"WebDataSource\",n.init_WebDataSource()},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1),a=t(326),r=t(19),o=s.__importStar(t(18)),n=t(13);class d extends a.WebDataSource{constructor(t){super(t),this.initialized=!1}static init_AjaxDataSource(){this.define({polling_interval:[o.Number],content_type:[o.String,\"application/json\"],http_headers:[o.Any,{}],method:[o.HTTPMethod,\"POST\"],if_modified:[o.Boolean,!1]})}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),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=0,i=!1){const s=this.prepare_request();s.addEventListener(\"load\",()=>this.do_load(s,t,e)),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 n.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){r.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){Object.defineProperty(o,\"__esModule\",{value:!0});const r=e(1),n=e(86),s=e(19),a=r.__importStar(e(18)),i=e(9),l=e(13);function c(e){return null!=e?e:NaN}class _ extends n.ColumnarDataSource{constructor(e){super(e)}static init_GeoJSONDataSource(){this.define({geojson:[a.Any]}),this.internal({data:[a.Any,{}]})}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))t.hasOwnProperty(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&&s.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");const r=e.coordinates[0];for(let e=0;e1&&s.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),n.push(t[0]);const a=n.reduce(r);for(let e=0;ethis.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){Object.defineProperty(r,\"__esModule\",{value:!0});const i=e(1),n=e(81),s=e(13),l=i.__importStar(e(18));class a extends n.Model{constructor(e){super(e)}static init_TileSource(){this.define({url:[l.String,\"\"],tile_size:[l.Number,256],max_zoom:[l.Number,30],min_zoom:[l.Number,0],extra_url_vars:[l.Any,{}],attribution:[l.String,\"\"],x_origin_offset:[l.Number],y_origin_offset:[l.Number],initial_resolution:[l.Number]})}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,s]=t,l=(n-r)/2+r,a=(s-i)/2+i;e.sort((function(e,t){return Math.sqrt((l-e[0])**2+(a-e[1])**2)-Math.sqrt((l-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 _(e,t,r){Object.defineProperty(r,\"__esModule\",{value:!0});const n=e(37);function o(e,t){return n.wgs84_mercator.compute(e,t)}function c(e,t){return n.wgs84_mercator.invert(e,t)}r.geographic_to_meters=o,r.meters_to_geographic=c,r.geographic_extent_to_meters=function(e){const[t,r,n,c]=e,[_,u]=o(t,r),[i,g]=o(n,c);return[_,u,i,g]},r.meters_extent_to_geographic=function(e){const[t,r,n,o]=e,[_,u]=c(t,r),[i,g]=c(n,o);return[_,u,i,g]}},\n", + " function _(e,t,r){Object.defineProperty(r,\"__esModule\",{value:!0});const _=e(333);class s extends _.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const _=this.string_lookup_replace(this.url,this.extra_url_vars),[s,o,u]=this.tms_to_wmts(e,t,r),c=this.tile_xyz_to_quadkey(s,o,u);return _.replace(\"{Q}\",c)}}r.QUADKEYTileSource=s,s.__name__=\"QUADKEYTileSource\"},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=t(1),_=t(338),n=t(91),a=t(158),r=t(72),o=s.__importStar(t(18)),h=t(251),l=t(9),d=t(8),m=t(89),c=t(85),g=t(339),p=s.__importDefault(t(340));class u extends n.DataRendererView{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&&r.removeElement(this.attribution_el);const{attribution:t}=this.model.tile_source;if(d.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=r.div({class:g.bk_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 a.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof a.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,r]=this.model.tile_source.normalize_xyz(t,e,i),o={img:void 0,tile_coords:[t,e,i],normalized_coords:[n,a,r],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]},l=this.model.tile_source.get_image_url(n,a,r);new h.ImageLoader(l,{loaded:t=>{Object.assign(o,{img:t,loaded:!0}),_?(o.finished=!0,this.notify_finished()):this.request_render()},failed(){o.finished=!0}}),this.model.tile_source.tiles.set(o.cache_key,o),this._tiles.push(o)}_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,r=t,o=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,r,o,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.properties.outline_line_width.value(),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,r=i,o=!0),o&&(this.x_range.setv({x_range:{start:s[0],end:s[2]}}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,r),d=[],m=[],c=[],g=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),r=t.tiles.get(a);if(null!=r&&r.loaded)m.push(a);else if(this.model.render_parents){const[e,a,r]=t.get_closest_parent_by_tile_xyz(i,s,n),o=t.tile_xyz_to_key(e,a,r),h=t.tiles.get(o);if(null!=h&&h.loaded&&!l.includes(c,o)&&c.push(o),_){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)&&g.push(e)}}}null==r&&d.push(e)}this._render_tiles(c),this._render_tiles(g),this._render_tiles(m),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout(()=>this._fetch_tiles(d),65)}}i.TileRendererView=u,u.__name__=\"TileRendererView\";class b extends n.DataRenderer{constructor(t){super(t),this._selection_manager=new m.SelectionManager({source:new c.ColumnDataSource})}static init_TileRenderer(){this.prototype.default_view=u,this.define({alpha:[o.Number,1],smoothing:[o.Boolean,!0],tile_source:[o.Instance,()=>new _.WMTSTileSource],render_parents:[o.Boolean,!0]})}get_selection_manager(){return this._selection_manager}}i.TileRenderer=b,b.__name__=\"TileRenderer\",b.init_TileRenderer()},\n", + " function _(e,t,r){Object.defineProperty(r,\"__esModule\",{value:!0});const o=e(333);class s extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,_]=this.tms_to_wmts(e,t,r);return o.replace(\"{X}\",s.toString()).replace(\"{Y}\",c.toString()).replace(\"{Z}\",_.toString())}}r.WMTSTileSource=s,s.__name__=\"WMTSTileSource\"},\n", + " function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0}),i.bk_tile_attribution=\"bk-tile-attribution\"},\n", + " function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});n.default=\"\\n.bk-root .bk-tile-attribution a {\\n color: black;\\n}\\n\"},\n", + " function _(e,r,t){Object.defineProperty(t,\"__esModule\",{value:!0});const o=e(333);class c extends o.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=c,c.__name__=\"TMSTileSource\"},\n", + " function _(e,r,a){Object.defineProperty(a,\"__esModule\",{value:!0});var t=e(343);a.CanvasTexture=t.CanvasTexture;var u=e(345);a.ImageURLTexture=u.ImageURLTexture;var v=e(344);a.Texture=v.Texture},\n", + " function _(t,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});const r=t(1),c=t(344),s=r.__importStar(t(18)),i=t(29);class a extends c.Texture{constructor(t){super(t)}static init_CanvasTexture(){this.define({code:[s.String]})}get func(){const t=i.use_strict(this.code);return new Function(\"ctx\",\"color\",\"scale\",\"weight\",t)}get_pattern(t,e,n){return r=>{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),r.createPattern(c,this.repetition)}}}n.CanvasTexture=a,a.__name__=\"CanvasTexture\",a.init_CanvasTexture()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const r=e(1),n=e(81),o=r.__importStar(e(18));class _ extends n.Model{constructor(e){super(e)}static init_Texture(){this.define({repetition:[o.TextureRepetition,\"repeat\"]})}onload(e){e()}}i.Texture=_,_.__name__=\"Texture\",_.init_Texture()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const r=e(1),a=e(344),n=r.__importStar(e(18)),s=e(251);class o extends a.Texture{constructor(e){super(e)}static init_ImageURLTexture(){this.define({url:[n.String]})}initialize(){super.initialize(),this._loader=new s.ImageLoader(this.url)}get_pattern(e,t,i){return e=>this._loader.finished?e.createPattern(this._loader.image,this.repetition):null}onload(e){this._loader.promise.then(()=>e())}}i.ImageURLTexture=o,o.__name__=\"ImageURLTexture\",o.init_ImageURLTexture()},\n", + " function _(o,l,T){Object.defineProperty(T,\"__esModule\",{value:!0});var a=o(307);T.ActionTool=a.ActionTool;var r=o(347);T.CustomAction=r.CustomAction;var e=o(308);T.HelpTool=e.HelpTool;var v=o(348);T.RedoTool=v.RedoTool;var t=o(349);T.ResetTool=t.ResetTool;var n=o(350);T.SaveTool=n.SaveTool;var s=o(351);T.UndoTool=s.UndoTool;var i=o(352);T.ZoomInTool=i.ZoomInTool;var P=o(355);T.ZoomOutTool=P.ZoomOutTool;var c=o(296);T.ButtonTool=c.ButtonTool;var d=o(356);T.EditTool=d.EditTool;var u=o(357);T.BoxEditTool=u.BoxEditTool;var y=o(358);T.FreehandDrawTool=y.FreehandDrawTool;var m=o(359);T.PointDrawTool=m.PointDrawTool;var x=o(360);T.PolyDrawTool=x.PolyDrawTool;var B=o(361);T.PolyTool=B.PolyTool;var S=o(362);T.PolyEditTool=S.PolyEditTool;var b=o(363);T.BoxSelectTool=b.BoxSelectTool;var h=o(366);T.BoxZoomTool=h.BoxZoomTool;var E=o(306);T.GestureTool=E.GestureTool;var Z=o(367);T.LassoSelectTool=Z.LassoSelectTool;var p=o(369);T.LineEditTool=p.LineEditTool;var w=o(371);T.PanTool=w.PanTool;var C=o(368);T.PolySelectTool=C.PolySelectTool;var D=o(372);T.RangeTool=D.RangeTool;var H=o(364);T.SelectTool=H.SelectTool;var R=o(373);T.TapTool=R.TapTool;var A=o(374);T.WheelPanTool=A.WheelPanTool;var I=o(375);T.WheelZoomTool=I.WheelZoomTool;var L=o(376);T.CrosshairTool=L.CrosshairTool;var W=o(377);T.CustomJSHover=W.CustomJSHover;var O=o(378);T.HoverTool=O.HoverTool;var _=o(295);T.InspectTool=_.InspectTool;var f=o(298);T.Tool=f.Tool;var g=o(379);T.ToolProxy=g.ToolProxy;var F=o(294);T.Toolbar=F.Toolbar;var G=o(305);T.ToolbarBase=G.ToolbarBase;var J=o(380);T.ProxyToolbar=J.ProxyToolbar;var U=o(380);T.ToolbarBox=U.ToolbarBox},\n", + " function _(t,o,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=t(1),s=t(307),e=n.__importStar(t(18)),c=t(299);class _ extends s.ActionToolButtonView{css_classes(){return super.css_classes().concat(c.bk_toolbar_button_custom_action)}}i.CustomActionButtonView=_,_.__name__=\"CustomActionButtonView\";class l extends s.ActionToolView{doit(){null!=this.model.callback&&this.model.callback.execute(this.model)}}i.CustomActionView=l,l.__name__=\"CustomActionView\";class u extends s.ActionTool{constructor(t){super(t),this.tool_name=\"Custom Action\",this.button_view=_}static init_CustomAction(){this.prototype.default_view=l,this.define({action_tooltip:[e.String,\"Perform a Custom Action\"],callback:[e.Any],icon:[e.String]})}get tooltip(){return this.action_tooltip}}i.CustomAction=u,u.__name__=\"CustomAction\",u.init_CustomAction()},\n", + " function _(o,e,t){Object.defineProperty(t,\"__esModule\",{value:!0});const i=o(307),s=o(309);class n extends i.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state_changed,()=>this.model.disabled=!this.plot_view.can_redo())}doit(){this.plot_view.redo()}}t.RedoToolView=n,n.__name__=\"RedoToolView\";class _ extends i.ActionTool{constructor(o){super(o),this.tool_name=\"Redo\",this.icon=s.bk_tool_icon_redo}static init_RedoTool(){this.prototype.default_view=n,this.override({disabled:!0}),this.register_alias(\"redo\",()=>new _)}}t.RedoTool=_,_.__name__=\"RedoTool\",_.init_RedoTool()},\n", + " function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});const s=e(307),i=e(309);class _ extends s.ActionToolView{doit(){this.plot_view.reset()}}o.ResetToolView=_,_.__name__=\"ResetToolView\";class l extends s.ActionTool{constructor(e){super(e),this.tool_name=\"Reset\",this.icon=i.bk_tool_icon_reset}static init_ResetTool(){this.prototype.default_view=_,this.register_alias(\"reset\",()=>new l)}}o.ResetTool=l,l.__name__=\"ResetTool\",l.init_ResetTool()},\n", + " function _(e,o,t){Object.defineProperty(t,\"__esModule\",{value:!0});const a=e(307),i=e(309);class n extends a.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:e});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement(\"a\");t.href=URL.createObjectURL(o),t.download=e,t.target=\"_blank\",t.dispatchEvent(new MouseEvent(\"click\"))}doit(e=\"save\"){switch(e){case\"save\":this.save(\"bokeh_plot\");break;case\"copy\":this.copy()}}}t.SaveToolView=n,n.__name__=\"SaveToolView\";class s extends a.ActionTool{constructor(e){super(e),this.tool_name=\"Save\",this.icon=i.bk_tool_icon_save}static init_SaveTool(){this.prototype.default_view=n,this.register_alias(\"save\",()=>new s)}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=s,s.__name__=\"SaveTool\",s.init_SaveTool()},\n", + " function _(o,t,e){Object.defineProperty(e,\"__esModule\",{value:!0});const n=o(307),i=o(309);class s extends n.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state_changed,()=>this.model.disabled=!this.plot_view.can_undo())}doit(){this.plot_view.undo()}}e.UndoToolView=s,s.__name__=\"UndoToolView\";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name=\"Undo\",this.icon=i.bk_tool_icon_undo}static init_UndoTool(){this.prototype.default_view=s,this.override({disabled:!0}),this.register_alias(\"undo\",()=>new _)}}e.UndoTool=_,_.__name__=\"UndoTool\",_.init_UndoTool()},\n", + " function _(o,i,e){Object.defineProperty(e,\"__esModule\",{value:!0});const n=o(353),s=o(309);class t extends n.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name=\"Zoom In\",this.icon=s.bk_tool_icon_zoom_in}static init_ZoomInTool(){this.prototype.default_view=n.ZoomBaseToolView,this.register_alias(\"zoom_in\",()=>new t({dimensions:\"both\"})),this.register_alias(\"xzoom_in\",()=>new t({dimensions:\"width\"})),this.register_alias(\"yzoom_in\",()=>new t({dimensions:\"height\"}))}}e.ZoomInTool=t,t.__name__=\"ZoomInTool\",t.init_ZoomInTool()},\n", + " function _(o,t,e){Object.defineProperty(e,\"__esModule\",{value:!0});const i=o(1),s=o(307),n=o(354),_=i.__importStar(o(18));class l extends s.ActionToolView{doit(){const o=this.plot_view.frame,t=this.model.dimensions,e=\"width\"==t||\"both\"==t,i=\"height\"==t||\"both\"==t,s=n.scale_range(o,this.model.sign*this.model.factor,e,i);this.plot_view.push_state(\"zoom_out\",{range:s}),this.plot_view.update_range(s,!1,!0),this.model.document&&this.model.document.interactive_start(this.plot_model)}}e.ZoomBaseToolView=l,l.__name__=\"ZoomBaseToolView\";class a extends s.ActionTool{constructor(o){super(o)}static init_ZoomBaseTool(){this.prototype.default_view=l,this.define({factor:[_.Percent,.1],dimensions:[_.Dimensions,\"both\"]})}get tooltip(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}e.ZoomBaseTool=a,a.__name__=\"ZoomBaseTool\",a.init_ZoomBaseTool()},\n", + " function _(n,e,t){Object.defineProperty(t,\"__esModule\",{value:!0});const o=n(10);function r(n,e,t){const[o,r]=[n.start,n.end],s=null!=t?t:(r+o)/2;return[o-(o-s)*e,r-(r-s)*e]}function s(n,[e,t]){const o=new Map;for(const[r,s]of n){const[n,c]=s.r_invert(e,t);o.set(r,{start:n,end:c})}return o}t.scale_highlow=r,t.get_info=s,t.scale_range=function(n,e,t=!0,c=!0,l){e=o.clamp(e,-.9,.9);const a=t?e:0,[u,_]=r(n.bbox.h_range,a,null!=l?l.x:void 0),i=s(n.x_scales,[u,_]),f=c?e:0,[d,b]=r(n.bbox.v_range,f,null!=l?l.y:void 0);return{xrs:i,yrs:s(n.y_scales,[d,b]),factor:e}}},\n", + " function _(o,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const e=o(353),s=o(309);class n extends e.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name=\"Zoom Out\",this.icon=s.bk_tool_icon_zoom_out}static init_ZoomOutTool(){this.prototype.default_view=e.ZoomBaseToolView,this.register_alias(\"zoom_out\",()=>new n({dimensions:\"both\"})),this.register_alias(\"xzoom_out\",()=>new n({dimensions:\"width\"})),this.register_alias(\"yzoom_out\",()=>new n({dimensions:\"height\"}))}}i.ZoomOutTool=n,n.__name__=\"ZoomOutTool\",n.init_ZoomOutTool()},\n", + " function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});const s=e(1).__importStar(e(18)),i=e(9),n=e(8),r=e(11),_=e(306);class c extends _.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:o}=e;return t||o?t&&!o?\"append\":!t&&o?\"intersect\":t&&o?\"subtract\":void r.unreachable():\"replace\"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,o){if(!this.plot_view.frame.bbox.contains(e,t))return null;const s=this.plot_view.renderer_views.get(o);return[s.coordinates.x_scale.invert(e),s.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,o=t.selected.indices;o.sort();for(const e of t.columns()){const s=t.get_array(e);for(let e=0;ethis._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=_.bk_tool_icon_poly_draw,this.event_type=[\"pan\",\"tap\",\"move\"],this.default_order=3}static init_PolyDrawTool(){this.prototype.default_view=d,this.define({drag:[a.Boolean,!0],num_objects:[a.Int,0]})}}s.PolyDrawTool=l,l.__name__=\"PolyDrawTool\",l.init_PolyDrawTool()},\n", + " function _(e,t,r){Object.defineProperty(r,\"__esModule\",{value:!0});const o=e(1).__importStar(e(18)),i=e(8),s=e(356);class _ extends s.EditToolView{_set_vertices(e,t){const r=this.model.vertex_renderer.glyph,o=this.model.vertex_renderer.data_source,[s,_]=[r.x.field,r.y.field];s&&(i.isArray(e)?o.data[s]=e:r.x={value:e}),_&&(i.isArray(t)?o.data[_]=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]),i=this.model.vertex_renderer.data_source,s=this.model.vertex_renderer.glyph,[_,l]=[s.x.field,s.y.field];if(o.length){const e=i.selected.indices[0];_&&(t=i.data[_][e]),l&&(r=i.data[l][e]),i.selection_manager.clear()}}return[t,r]}}r.PolyToolView=_,_.__name__=\"PolyToolView\";class l extends s.EditTool{constructor(e){super(e)}static init_PolyTool(){this.prototype.default_view=_,this.define({vertex_renderer:[o.Instance]})}}r.PolyTool=l,l.__name__=\"PolyTool\",l.init_PolyTool()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const r=e(72),i=e(8),_=e(361),d=e(309);class n extends _.PolyToolView{constructor(){super(...arguments),this._drawing=!1}_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._select_event(e,\"replace\",this.model.renderers);if(!t.length)return this._set_vertices([],[]),this._selected_renderer=null,void(this._drawing=!1);const s=t[0],r=s.glyph,_=s.data_source,d=_.selected.indices[0],[n,l]=[r.xs.field,r.ys.field];let a,c;n?(a=_.data[n][d],i.isArray(a)||(_.data[n][d]=a=Array.from(a))):a=r.xs.value,l?(c=_.data[l][d],i.isArray(c)||(_.data[l][d]=c=Array.from(c))):c=r.ys.value,this._selected_renderer=s,this._set_vertices(a,c)}_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===r.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==r.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=n,n.__name__=\"PolyEditToolView\";class l extends _.PolyTool{constructor(e){super(e),this.tool_name=\"Poly Edit Tool\",this.icon=d.bk_tool_icon_poly_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=4}static init_PolyEditTool(){this.prototype.default_view=n}}s.PolyEditTool=l,l.__name__=\"PolyEditTool\",l.init_PolyEditTool()},\n", + " function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});const s=e(1),i=e(364),l=e(124),_=s.__importStar(e(18)),n=e(309);class c extends i.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.push_state(\"box_select\",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l=\"replace\"){const _={type:\"rect\",sx0:e,sx1:t,sy0:o,sy1:s};this._select(_,i,l)}}o.BoxSelectToolView=c,c.__name__=\"BoxSelectToolView\";const r=()=>new l.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 h extends i.SelectTool{constructor(e){super(e),this.tool_name=\"Box Select\",this.icon=n.bk_tool_icon_box_select,this.event_type=\"pan\",this.default_order=30}static init_BoxSelectTool(){this.prototype.default_view=c,this.define({dimensions:[_.Dimensions,\"both\"],select_every_mousemove:[_.Boolean,!1],overlay:[_.Instance,r],origin:[_.BoxOrigin,\"corner\"]}),this.register_alias(\"box_select\",()=>new h),this.register_alias(\"xbox_select\",()=>new h({dimensions:\"width\"})),this.register_alias(\"ybox_select\",()=>new h({dimensions:\"height\"}))}get tooltip(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}o.BoxSelectTool=h,h.__name__=\"BoxSelectTool\",h.init_BoxSelectTool()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=e(1),o=e(306),r=e(90),c=e(116),i=e(365),l=n.__importStar(e(18)),a=e(72),_=e(313),d=e(15),h=e(11);class p extends o.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect(()=>this._clear())}get computed_renderers(){const e=this.model.renderers,t=this.plot_model.renderers,s=this.model.names;return i.compute_renderers(e,t,s)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof r.GlyphRenderer)n=s.data_source;else{if(!(s instanceof c.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 h.unreachable():this.model.mode}_keyup(e){e.keyCode==a.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();this.plot_view.request_render()}_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_views.get(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 _.SelectionGeometry(o,t))}}s.SelectToolView=p,p.__name__=\"SelectToolView\";class u extends o.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new d.Signal0(this,\"clear\")}static init_SelectTool(){this.define({renderers:[l.Any,\"auto\"],names:[l.Array,[]],mode:[l.Any,\"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=u,u.__name__=\"SelectTool\",u.init_SelectTool()},\n", + " function _(e,n,t){Object.defineProperty(t,\"__esModule\",{value:!0});const r=e(9);t.compute_renderers=function(e,n,t){if(null==e)return[];let u=\"auto\"==e?n:e;return t.length>0&&(u=u.filter(e=>r.includes(t,e.name))),u}},\n", + " function _(t,o,e){Object.defineProperty(e,\"__esModule\",{value:!0});const s=t(1),i=t(306),n=t(124),_=s.__importStar(t(18)),a=t(309);class l extends i.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 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 h extends i.GestureTool{constructor(t){super(t),this.tool_name=\"Box Zoom\",this.icon=a.bk_tool_icon_box_zoom,this.event_type=\"pan\",this.default_order=20}static init_BoxZoomTool(){this.prototype.default_view=l,this.define({dimensions:[_.Dimensions,\"both\"],overlay:[_.Instance,r],match_aspect:[_.Boolean,!1],origin:[_.BoxOrigin,\"corner\"]}),this.register_alias(\"box_zoom\",()=>new h({dimensions:\"both\"})),this.register_alias(\"xbox_zoom\",()=>new h({dimensions:\"width\"})),this.register_alias(\"ybox_zoom\",()=>new h({dimensions:\"height\"}))}get tooltip(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}e.BoxZoomTool=h,h.__name__=\"BoxZoomTool\",h.init_BoxZoomTool()},\n", + " function _(e,s,t){Object.defineProperty(t,\"__esModule\",{value:!0});const o=e(1),a=e(364),i=e(368),l=e(72),_=o.__importStar(e(18)),c=e(309);class n extends a.SelectToolView{initialize(){super.initialize(),this.data=null}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,()=>this._active_change())}_active_change(){this.model.active||this._clear_overlay()}_keyup(e){e.keyCode==l.Keys.Enter&&this._clear_overlay()}_pan_start(e){const{sx:s,sy:t}=e;this.data={sx:[s],sy:[t]}}_pan(e){const{sx:s,sy:t}=e,[o,a]=this.plot_view.frame.bbox.clip(s,t);this.data.sx.push(o),this.data.sy.push(a);this.model.overlay.update({xs:this.data.sx,ys:this.data.sy}),this.model.select_every_mousemove&&this._do_select(this.data.sx,this.data.sy,!1,this._select_mode(e))}_pan_end(e){this._clear_overlay(),this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.push_state(\"lasso_select\",{selection:this.plot_view.get_selection()})}_clear_overlay(){this.model.overlay.update({xs:[],ys:[]})}_do_select(e,s,t,o){const a={type:\"poly\",sx:e,sy:s};this._select(a,t,o)}}t.LassoSelectToolView=n,n.__name__=\"LassoSelectToolView\";class h extends a.SelectTool{constructor(e){super(e),this.tool_name=\"Lasso Select\",this.icon=c.bk_tool_icon_lasso_select,this.event_type=\"pan\",this.default_order=12}static init_LassoSelectTool(){this.prototype.default_view=n,this.define({select_every_mousemove:[_.Boolean,!0],overlay:[_.Instance,i.DEFAULT_POLY_OVERLAY]}),this.register_alias(\"lasso_select\",()=>new h)}}t.LassoSelectTool=h,h.__name__=\"LassoSelectTool\",h.init_LassoSelectTool()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const l=e(1),i=e(364),o=e(166),a=e(72),_=l.__importStar(e(18)),c=e(9),n=e(309);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==a.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.push_state(\"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 i={type:\"poly\",sx:e,sy:t};this._select(i,s,l)}}s.PolySelectToolView=h,h.__name__=\"PolySelectToolView\",s.DEFAULT_POLY_OVERLAY=()=>new o.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.bk_tool_icon_polygon_select,this.event_type=\"tap\",this.default_order=11}static init_PolySelectTool(){this.prototype.default_view=h,this.define({overlay:[_.Instance,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){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1),n=e(370),r=s.__importStar(e(18)),_=e(309);class d extends n.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=d,d.__name__=\"LineEditToolView\";class o extends n.LineTool{constructor(e){super(e),this.tool_name=\"Line Edit Tool\",this.icon=_.bk_tool_icon_line_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=4}static init_LineEditTool(){this.prototype.default_view=d,this.define({dimensions:[r.Dimensions,\"both\"]})}get tooltip(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}i.LineEditTool=o,o.__name__=\"LineEditTool\",o.init_LineEditTool()},\n", + " function _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const n=e(1).__importStar(e(18)),o=e(8),s=e(356);class _ extends s.EditToolView{_set_intersection(e,i){const t=this.model.intersection_renderer.glyph,n=this.model.intersection_renderer.data_source,[s,_]=[t.x.field,t.y.field];s&&(o.isArray(e)?n.data[s]=e:t.x={value:e}),_&&(o.isArray(i)?n.data[_]=i:t.y={value:i}),this._emit_cds_changes(n,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}t.LineToolView=_,_.__name__=\"LineToolView\";class r extends s.EditTool{constructor(e){super(e)}static init_LineTool(){this.prototype.default_view=_,this.define({intersection_renderer:[n.Instance]})}}t.LineTool=r,r.__name__=\"LineTool\",r.init_LineTool()},\n", + " function _(t,s,e){Object.defineProperty(e,\"__esModule\",{value:!0});const n=t(1),i=t(306),o=n.__importStar(t(18)),a=t(309);function _(t,s,e){const n=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,e);n.set(i,{start:t,end:a})}return n}e.update_ranges=_;class h extends i.GestureToolView{_pan_start(t){this.last_dx=0,this.last_dy=0;const{sx:s,sy:e}=t,n=this.plot_view.frame.bbox;if(!n.contains(s,e)){const t=n.h_range,i=n.v_range;(st.end)&&(this.v_axis_only=!0),(ei.end)&&(this.h_axis_only=!0)}null!=this.model.document&&this.model.document.interactive_start(this.plot_model)}_pan(t){this._update(t.deltaX,t.deltaY),null!=this.model.document&&this.model.document.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.push_state(\"pan\",{range:this.pan_info})}_update(t,s){const e=this.plot_view.frame,n=t-this.last_dx,i=s-this.last_dy,o=e.bbox.h_range,a=o.start-n,h=o.end-n,l=e.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,x,y,g;\"width\"!=p&&\"both\"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=h,m=-n),\"height\"!=p&&\"both\"!=p||this.h_axis_only?(x=l.start,y=l.end,g=0):(x=r,y=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:b}=e,f=_(w,c,u),v=_(b,x,y);this.pan_info={xrs:f,yrs:v,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,!0)}}e.PanToolView=h,h.__name__=\"PanToolView\";class l extends i.GestureTool{constructor(t){super(t),this.tool_name=\"Pan\",this.event_type=\"pan\",this.default_order=10}static init_PanTool(){this.prototype.default_view=h,this.define({dimensions:[o.Dimensions,\"both\"]}),this.register_alias(\"pan\",()=>new l({dimensions:\"both\"})),this.register_alias(\"xpan\",()=>new l({dimensions:\"width\"})),this.register_alias(\"ypan\",()=>new l({dimensions:\"height\"}))}get tooltip(){return this._get_dim_tooltip(\"Pan\",this.dimensions)}get icon(){switch(this.dimensions){case\"both\":return a.bk_tool_icon_pan;case\"width\":return a.bk_tool_icon_xpan;case\"height\":return a.bk_tool_icon_ypan}}}e.PanTool=l,l.__name__=\"PanTool\",l.init_PanTool()},\n", + " function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1),n=e(124),l=e(19),a=s.__importStar(e(18)),r=e(306),o=e(309);function _(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function h(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(en.top)&&(l=!1)}return l}function u(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function c(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function g(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,_(i))}function y(e,t,i){return e=o&&(e.start=a,e.end=r)}i.flip_side=_,i.is_near=h,i.is_inside=d,i.sides_inside=u,i.compute_value=c,i.update_range_end_side=g,i.update_range_start_side=y,i.update_range=f;class p extends r.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(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,l=s.x_scale,a=s.y_scale,r=this.model.overlay,{left:o,right:_,top:u,bottom:c}=r,g=this.model.overlay.properties.line_width.value()+n.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(h(e.sx,o,l,g)?this.side=1:h(e.sx,_,l,g)?this.side=2:d(e.sx,e.sy,l,a,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&h(e.sy,c,a,g)&&(this.side=4),0==this.side&&h(e.sy,u,a,g)?this.side=5:d(e.sx,e.sy,l,a,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)f(n,a,i,t.x_range);else if(1==this.side){const e=c(n.start,a,i,t.x_range);this.side=y(e,n,this.side)}else if(2==this.side){const e=c(n.end,a,i,t.x_range);this.side=g(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)f(l,r,s,t.y_range);else if(4==this.side){const e=c(l.start,r,s,t.y_range);this.side=y(e,l,this.side)}else if(5==this.side){const e=c(l.end,r,s,t.y_range);this.side=g(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0}}i.RangeToolView=p,p.__name__=\"RangeToolView\";const m=()=>new n.BoxAnnotation({level:\"overlay\",fill_color:\"lightgrey\",fill_alpha:.5,line_color:\"black\",line_alpha:1,line_width:.5,line_dash:[2,2]});class v extends r.GestureTool{constructor(e){super(e),this.tool_name=\"Range Tool\",this.icon=o.bk_tool_icon_range,this.event_type=\"pan\",this.default_order=1}static init_RangeTool(){this.prototype.default_view=p,this.define({x_range:[a.Instance,null],x_interaction:[a.Boolean,!0],y_range:[a.Instance,null],y_interaction:[a.Boolean,!0],overlay:[a.Instance,m]})}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,l.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=v,v.__name__=\"RangeTool\",v.init_RangeTool()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const o=e(1),i=e(364),c=o.__importStar(e(18)),n=e(309);class a extends i.SelectToolView{_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 o=this.model.callback;if(\"select\"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,c]of i){const i=c[0].get_selection_manager(),n=c.map(e=>this.plot_view.renderer_views.get(e));if(i.select(n,e,t,s)&&null!=o){const t=n[0].coordinates.x_scale.invert(e.sx),s=n[0].coordinates.y_scale.invert(e.sy),c={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,c)}}this._emit_selection_event(e),this.plot_view.push_state(\"tap\",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_views.get(t),i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),c=s.coordinates.y_scale.invert(e.sy),n={geometries:Object.assign(Object.assign({},e),{x:t,y:c}),source:i.source};o.execute(this.model,n)}}}}s.TapToolView=a,a.__name__=\"TapToolView\";class _ extends i.SelectTool{constructor(e){super(e),this.tool_name=\"Tap\",this.icon=n.bk_tool_icon_tap_select,this.event_type=\"tap\",this.default_order=10}static init_TapTool(){this.prototype.default_view=a,this.define({behavior:[c.TapBehavior,\"select\"],callback:[c.Any]}),this.register_alias(\"click\",()=>new _({behavior:\"inspect\"})),this.register_alias(\"tap\",()=>new _)}}s.TapTool=_,_.__name__=\"TapTool\",_.init_TapTool()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),o=e(306),n=i.__importStar(e(18)),a=e(309),l=e(371);class _ 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){const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,[o,n]=[s.start,s.end],[a,_]=[i.start,i.end];let h,r,d,p;switch(this.model.dimension){case\"height\":{const t=Math.abs(_-a);h=o,r=n,d=a-t*e,p=_-t*e;break}case\"width\":{const t=Math.abs(n-o);h=o-t*e,r=n-t*e,d=a,p=_;break}default:throw new Error(\"this shouldn't have happened\")}const{x_scales:c,y_scales:u}=t,m={xrs:l.update_ranges(c,h,r),yrs:l.update_ranges(u,d,p),factor:e};this.plot_view.push_state(\"wheel_pan\",{range:m}),this.plot_view.update_range(m,!1,!0),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)}}s.WheelPanToolView=_,_.__name__=\"WheelPanToolView\";class h extends o.GestureTool{constructor(e){super(e),this.tool_name=\"Wheel Pan\",this.icon=a.bk_tool_icon_wheel_pan,this.event_type=\"scroll\",this.default_order=12}static init_WheelPanTool(){this.prototype.default_view=_,this.define({dimension:[n.Dimension,\"width\"]}),this.internal({speed:[n.Number,.001]}),this.register_alias(\"xwheel_pan\",()=>new h({dimension:\"width\"})),this.register_alias(\"ywheel_pan\",()=>new h({dimension:\"height\"}))}get tooltip(){return this._get_dim_tooltip(this.tool_name,this.dimension)}}s.WheelPanTool=h,h.__name__=\"WheelPanTool\",h.init_WheelPanTool()},\n", + " function _(e,o,t){Object.defineProperty(t,\"__esModule\",{value:!0});const s=e(1),i=e(306),l=e(354),n=s.__importStar(e(18)),_=e(32),h=e(309);class a extends i.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){const{frame:o}=this.plot_view,t=o.bbox.h_range,s=o.bbox.v_range,{sx:i,sy:n}=e,_=this.model.dimensions,h=(\"width\"==_||\"both\"==_)&&t.startnew m({dimensions:\"both\"})),this.register_alias(\"xwheel_zoom\",()=>new m({dimensions:\"width\"})),this.register_alias(\"ywheel_zoom\",()=>new m({dimensions:\"height\"}))}get tooltip(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}t.WheelZoomTool=m,m.__name__=\"WheelZoomTool\",m.init_WheelZoomTool()},\n", + " function _(i,s,e){Object.defineProperty(e,\"__esModule\",{value:!0});const t=i(1),o=i(295),n=i(168),l=t.__importStar(i(18)),h=i(13),a=i(309);class r extends o.InspectToolView{_move(i){if(!this.model.active)return;const{sx:s,sy:e}=i;this.plot_view.frame.bbox.contains(s,e)?this._update_spans(s,e):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,s){const e=this.model.dimensions;\"width\"!=e&&\"both\"!=e||(this.model.spans.width.location=s),\"height\"!=e&&\"both\"!=e||(this.model.spans.height.location=i)}}e.CrosshairToolView=r,r.__name__=\"CrosshairToolView\";class _ extends o.InspectTool{constructor(i){super(i),this.tool_name=\"Crosshair\",this.icon=a.bk_tool_icon_crosshair}static init_CrosshairTool(){this.prototype.default_view=r,this.define({dimensions:[l.Dimensions,\"both\"],line_color:[l.Color,\"black\"],line_width:[l.Number,1],line_alpha:[l.Number,1]}),this.internal({spans:[l.Any]}),this.register_alias(\"crosshair\",()=>new _)}get tooltip(){return this._get_dim_tooltip(\"Crosshair\",this.dimensions)}get synthetic_renderers(){return h.values(this.spans)}initialize(){super.initialize(),this.spans={width:new n.Span({for_hover:!0,dimension:\"width\",location_units:\"screen\",level:\"overlay\",line_color:this.line_color,line_width:this.line_width,line_alpha:this.line_alpha}),height:new n.Span({for_hover:!0,dimension:\"height\",location_units:\"screen\",level:\"overlay\",line_color:this.line_color,line_width:this.line_width,line_alpha:this.line_alpha})}}}e.CrosshairTool=_,_.__name__=\"CrosshairTool\",_.init_CrosshairTool()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const r=e(1),o=e(81),i=r.__importStar(e(18)),a=e(13),n=e(29);class u extends o.Model{constructor(e){super(e)}static init_CustomJSHover(){this.define({args:[i.Any,{}],code:[i.String,\"\"]})}get values(){return a.values(this.args)}_make_code(e,t,s,r){return new Function(...a.keys(this.args),e,t,s,n.use_strict(r))}format(e,t,s){return this._make_code(\"value\",\"format\",\"special_vars\",this.code)(...this.values,e,t,s)}}s.CustomJSHover=u,u.__name__=\"CustomJSHover\",u.init_CustomJSHover()},\n", + " function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const o=e(1),n=e(295),i=e(171),r=e(90),l=e(116),c=e(365),a=o.__importStar(e(101)),_=e(187),d=e(72),p=o.__importStar(e(18)),h=e(22),m=e(13),u=e(303),y=e(8),f=e(115),x=e(309),v=e(172);function w(e,t,s,o,n,i){const r={x:n[e],y:i[e]},l={x:n[e+1],y:i[e+1]};let c,_;if(\"span\"==t.type)\"h\"==t.direction?(c=Math.abs(r.x-s),_=Math.abs(l.x-s)):(c=Math.abs(r.y-o),_=Math.abs(l.y-o));else{const e={x:s,y:o};c=a.dist_2_pts(r,e),_=a.dist_2_pts(l,e)}return c<_?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function g(e,t,s){return[[e[s],t[s]],s]}s._nearest_line_hit=w,s._line_hit=g;class b extends n.InspectToolView{initialize(){super.initialize(),this._ttmodels=null,this._ttviews=new Map;const{tooltips:e}=this.model;y.isArray(e)&&(this._template_el=this._create_template(e))}remove(){f.remove_views(this._ttviews),super.remove()}connect_signals(){super.connect_signals();for(const e of this.computed_renderers)e instanceof r.GlyphRenderer?this.connect(e.data_source.inspect,this._update):e instanceof l.GraphRenderer&&(this.connect(e.node_renderer.data_source.inspect,this._update),this.connect(e.edge_renderer.data_source.inspect,this._update));this.connect(this.model.properties.renderers.change,()=>this._computed_renderers=this._ttmodels=null),this.connect(this.model.properties.names.change,()=>this._computed_renderers=this._ttmodels=null),this.connect(this.model.properties.tooltips.change,()=>this._ttmodels=null)}_compute_ttmodels(){const e=new Map,t=this.model.tooltips;if(null!=t)for(const s of this.computed_renderers){const o=new i.Tooltip({custom:y.isString(t)||y.isFunction(t),attachment:this.model.attachment,show_arrow:this.model.show_arrow});s instanceof r.GlyphRenderer?e.set(s,o):s instanceof l.GraphRenderer&&(e.set(s.node_renderer,o),e.set(s.edge_renderer,o))}return(async()=>{const t=await f.build_views(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of t)e.render()})(),e}get computed_renderers(){if(null==this._computed_renderers){const e=this.model.renderers,t=this.plot_model.renderers,s=this.model.names;this._computed_renderers=c.compute_renderers(e,t,s)}return this._computed_renderers}get ttmodels(){return null==this._ttmodels&&(this._ttmodels=this._compute_ttmodels()),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:s}=e;this.plot_view.frame.bbox.contains(t,s)?this._inspect(t,s):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let s;if(\"mouse\"==this.model.mode)s={type:\"point\",sx:e,sy:t};else{s={type:\"span\",direction:\"vline\"==this.model.mode?\"h\":\"v\",sx:e,sy:t}}for(const e of this.computed_renderers){e.get_selection_manager().inspect(this.plot_view.renderer_views.get(e),s)}null!=this.model.callback&&this._emit_callback(s)}_update([e,{geometry:t}]){if(!this.model.active)return;if(!(e instanceof r.GlyphRendererView))return;const{model:s}=e;if(\"ignore\"==this.model.muted_policy&&s instanceof r.GlyphRenderer&&s.muted)return;const o=this.ttmodels.get(s);if(null==o)return;const n=s.get_selection_manager();let i=n.inspectors.get(s);if(s instanceof r.GlyphRenderer&&(i=s.view.convert_selection_to_subset(i)),i.is_empty())return void o.clear();const l=n.source,{sx:c,sy:a}=t,_=e.coordinates.x_scale,p=e.coordinates.y_scale,h=_.invert(c),u=p.invert(a),y=e.glyph,f=[];for(const s of i.line_indices){let o,n,r=y._x[s+1],d=y._y[s+1],m=s;switch(this.model.line_policy){case\"interp\":[r,d]=y.get_interpolation_hit(s,t),o=_.compute(r),n=p.compute(d);break;case\"prev\":[[o,n],m]=g(y.sx,y.sy,s);break;case\"next\":[[o,n],m]=g(y.sx,y.sy,s+1);break;case\"nearest\":[[o,n],m]=w(s,t,c,a,y.sx,y.sy),r=y._x[m],d=y._y[m];break;default:[o,n]=[c,a]}const x={index:m,x:h,y:u,sx:c,sy:a,data_x:r,data_y:d,rx:o,ry:n,indices:i.line_indices,name:e.model.name};f.push([o,n,this._render_tooltips(l,m,x)])}for(const t of i.image_indices){const s={index:t.index,x:h,y:u,sx:c,sy:a,name:e.model.name},o=this._render_tooltips(l,t,s);f.push([c,a,o])}for(const o of i.indices)if(m.isEmpty(i.multiline_indices)){const t=null!=y._x?y._x[o]:void 0,n=null!=y._y?y._y[o]:void 0;let _,d,p;if(\"snap_to_data\"==this.model.point_policy){let e=y.get_anchor_point(this.model.anchor,o,[c,a]);null==e&&(e=y.get_anchor_point(\"center\",o,[c,a])),_=e.x,d=e.y}else[_,d]=[c,a];p=s instanceof r.GlyphRenderer?s.view.convert_indices_from_subset([o])[0]:o;const m={index:p,x:h,y:u,sx:c,sy:a,data_x:t,data_y:n,indices:i.indices,name:e.model.name};f.push([_,d,this._render_tooltips(l,p,m)])}else for(const n of i.multiline_indices[o.toString()]){let d,m,x,v=y._xs[o][n],b=y._ys[o][n],k=n;switch(this.model.line_policy){case\"interp\":[v,b]=y.get_interpolation_hit(o,n,t),d=_.compute(v),m=p.compute(b);break;case\"prev\":[[d,m],k]=g(y.sxs[o],y.sys[o],n);break;case\"next\":[[d,m],k]=g(y.sxs[o],y.sys[o],n+1);break;case\"nearest\":[[d,m],k]=w(n,t,c,a,y.sxs[o],y.sys[o]),v=y._xs[o][k],b=y._ys[o][k];break;default:throw new Error(\"should't have happened\")}x=s instanceof r.GlyphRenderer?s.view.convert_indices_from_subset([o])[0]:o;const A={index:x,x:h,y:u,sx:c,sy:a,data_x:v,data_y:b,segment_index:k,indices:i.multiline_indices,name:e.model.name};f.push([d,m,this._render_tooltips(l,x,A)])}if(0==f.length)o.clear();else{const{content:e}=o;d.empty(o.content);for(const[,,t]of f)e.appendChild(t);const[t,s]=f[f.length-1];o.setv({position:[t,s]},{check_eq:!1})}}_emit_callback(e){for(const t of this.computed_renderers){const s=this.plot_view.renderer_views.get(t),o=s.coordinates.x_scale.invert(e.sx),n=s.coordinates.y_scale.invert(e.sy),i=t.data_source.inspected,r=Object.assign({x:o,y:n},e);this.model.callback.execute(this.model,{index:i,geometry:r,renderer:t})}}_create_template(e){const t=d.div({style:{display:\"table\",borderSpacing:\"2px\"}});for(const[s]of e){const e=d.div({style:{display:\"table-row\"}});t.appendChild(e);const o=d.div({style:{display:\"table-cell\"},class:v.bk_tooltip_row_label},0!=s.length?s+\": \":\"\");e.appendChild(o);const n=d.span();n.dataset.value=\"\";const i=d.span({class:v.bk_tooltip_color_block},\" \");i.dataset.swatch=\"\",d.undisplay(i);const r=d.div({style:{display:\"table-cell\"},class:v.bk_tooltip_row_value},n,i);e.appendChild(r)}return t}_render_template(e,t,s,o,n){const i=e.cloneNode(!0),r=i.querySelectorAll(\"[data-value]\"),l=i.querySelectorAll(\"[data-swatch]\"),c=/\\$color(\\[.*\\])?:(\\w*)/;for(const[[,e],i]of u.enumerate(t)){const t=e.match(c);if(null!=t){const[,e=\"\",n]=t,c=s.get_column(n);if(null==c){r[i].textContent=n+\" unknown\";continue}const a=e.indexOf(\"hex\")>=0,_=e.indexOf(\"swatch\")>=0;let p=y.isNumber(o)?c[o]:null;if(null==p){r[i].textContent=\"(null)\";continue}a&&(p=h.color2hex(p)),r[i].textContent=p,_&&(l[i].style.backgroundColor=p,d.display(l[i]))}else{const t=_.replace_placeholders(e.replace(\"$~\",\"$data_\"),s,o,this.model.formatters,n);if(y.isString(t))r[i].textContent=t;else for(const e of t)r[i].appendChild(e)}}return i}_render_tooltips(e,t,s){const o=this.model.tooltips;if(y.isString(o)){const n=_.replace_placeholders({html:o},e,t,this.model.formatters,s);return d.div({},n)}return y.isFunction(o)?o(e,s):this._render_template(this._template_el,o,e,t,s)}}s.HoverToolView=b,b.__name__=\"HoverToolView\";class k extends n.InspectTool{constructor(e){super(e),this.tool_name=\"Hover\",this.icon=x.bk_tool_icon_hover}static init_HoverTool(){this.prototype.default_view=b,this.define({tooltips:[p.Any,[[\"index\",\"$index\"],[\"data (x, y)\",\"($x, $y)\"],[\"screen (x, y)\",\"($sx, $sy)\"]]],formatters:[p.Any,{}],renderers:[p.Any,\"auto\"],names:[p.Array,[]],mode:[p.HoverMode,\"mouse\"],muted_policy:[p.MutedPolicy,\"show\"],point_policy:[p.PointPolicy,\"snap_to_data\"],line_policy:[p.LinePolicy,\"nearest\"],show_arrow:[p.Boolean,!0],anchor:[p.Anchor,\"center\"],attachment:[p.TooltipAttachment,\"horizontal\"],callback:[p.Any]}),this.register_alias(\"hover\",()=>new k)}}s.HoverTool=k,k.__name__=\"HoverTool\",k.init_HoverTool()},\n", + " function _(t,o,e){Object.defineProperty(e,\"__esModule\",{value:!0});const i=t(1).__importStar(t(18)),n=t(15),s=t(81),l=t(295),c=t(303);class r extends s.Model{constructor(t){super(t)}static init_ToolProxy(){this.define({tools:[i.Array,[]],active:[i.Boolean,!1],disabled:[i.Boolean,!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 l.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new n.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,i]of c.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[i])||void 0===o||o.handler()};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=r,r.__name__=\"ToolProxy\",r.init_ToolProxy()},\n", + " function _(o,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=o(1).__importStar(o(18)),e=o(9),n=o(13),r=o(305),l=o(379),c=o(272),h=o(212);class a extends r.ToolbarBase{constructor(o){super(o)}static init_ProxyToolbar(){this.define({toolbars:[i.Array,[]]})}initialize(){super.initialize(),this._merge_tools()}_merge_tools(){this._proxied_tools=[];const o={},t={},s={},i=[],r=[];for(const o of this.help)e.includes(r,o.redirect)||(i.push(o),r.push(o.redirect));this._proxied_tools.push(...i),this.help=i;for(const[o,t]of n.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 c=(o,t=!1)=>{const s=new l.ToolProxy({tools:o,active:t});return this._proxied_tools.push(s),s};for(const o of n.keys(s)){const t=this.gestures[o];t.tools=[];for(const i of n.keys(s[o])){const e=s[o][i];if(e.length>0)if(\"multi\"==o)for(const o of e){const s=c([o]);t.tools.push(s),this.connect(s.properties.active.change,()=>this._active_change(s))}else{const o=c(e);t.tools.push(o),this.connect(o.properties.active.change,()=>this._active_change(o))}}}this.actions=[];for(const[o,s]of n.entries(t))if(\"CustomAction\"==o)for(const o of s)this.actions.push(c([o]));else s.length>0&&this.actions.push(c(s));this.inspectors=[];for(const t of n.values(o))t.length>0&&this.inspectors.push(c(t,!0));for(const[o,t]of n.entries(this.gestures))0!=t.tools.length&&(t.tools=e.sort_by(t.tools,o=>o.default_order),\"pinch\"!=o&&\"scroll\"!=o&&\"multi\"!=o&&(t.tools[0].active=!0))}}s.ProxyToolbar=a,a.__name__=\"ProxyToolbar\",a.init_ProxyToolbar();class _ extends c.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 h.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=_,_.__name__=\"ToolbarBoxView\";class p extends c.LayoutDOM{constructor(o){super(o)}static init_ToolbarBox(){this.prototype.default_view=_,this.define({toolbar:[i.Instance],toolbar_location:[i.Location,\"right\"]})}}s.ToolbarBox=p,p.__name__=\"ToolbarBox\",p.init_ToolbarBox()},\n", + " function _(e,n,t){Object.defineProperty(t,\"__esModule\",{value:!0});const o=e(5),i=e(78),d=e(115),c=e(72),l=e(382);t.index={},t.add_document_standalone=async function(e,n,s=[],a=!1){const u=new Map;async function r(o){let a;const r=e.roots().indexOf(o),f=s[r];null!=f?a=f:n.classList.contains(l.BOKEH_ROOT)?a=n:(a=c.div({class:l.BOKEH_ROOT}),n.appendChild(a));const v=await d.build_view(o,{parent:null});return v instanceof i.DOMView&&v.renderTo(a),u.set(o,v),t.index[o.id]=v,v}for(const n of e.roots())await r(n);return a&&(window.document.title=e.title()),e.on_change(e=>{e instanceof o.RootAddedEvent?r(e.model):e instanceof o.RootRemovedEvent?function(e){const n=u.get(e);null!=n&&(n.remove(),u.delete(e),delete t.index[e.id])}(e.model):a&&e instanceof o.TitleChangedEvent&&(window.document.title=e.title)}),[...u.values()]}},\n", + " function _(e,o,n){Object.defineProperty(n,\"__esModule\",{value:!0});const t=e(72),r=e(273);function l(e){let o=document.getElementById(e);if(null==o)throw new Error(`Error rendering Bokeh model: could not find #${e} HTML tag`);if(!document.body.contains(o))throw new Error(`Error rendering Bokeh model: element #${e} must be under `);if(\"SCRIPT\"==o.tagName){const e=t.div({class:n.BOKEH_ROOT});t.replaceWith(o,e),o=e}return o}n.BOKEH_ROOT=r.bk_root,n._resolve_element=function(e){const{elementid:o}=e;return null!=o?l(o):document.body},n._resolve_root_elements=function(e){const o=[];if(null!=e.root_ids&&null!=e.roots)for(const n of e.root_ids)o.push(l(e.roots[n]));return o}},\n", + " function _(n,o,t){Object.defineProperty(t,\"__esModule\",{value:!0});const e=n(384),s=n(19),c=n(381);t._get_ws_url=function(n,o){let t,e=\"ws:\";return\"https:\"==window.location.protocol&&(e=\"wss:\"),null!=o?(t=document.createElement(\"a\"),t.href=o):t=window.location,null!=n?\"/\"==n&&(n=\"\"):n=t.pathname.replace(/\\/+$/,\"\"),e+\"//\"+t.host+n+\"/ws\"};const r={};t.add_document_from_session=async function(n,o,t,a=[],i=!1){const l=window.location.search.substr(1);let d;try{d=await function(n,o,t){const s=e.parse_token(o).session_id;n in r||(r[n]={});const c=r[n];return s in c||(c[s]=e.pull_session(n,o,t)),c[s]}(n,o,l)}catch(n){const t=e.parse_token(o).session_id;throw s.logger.error(`Failed to load Bokeh session ${t}: ${n}`),n}return c.add_document_standalone(d.document,t,a,i)}},\n", + " function _(e,s,n){Object.defineProperty(n,\"__esModule\",{value:!0});const t=e(19),o=e(5),r=e(385),i=e(386),c=e(387);n.DEFAULT_SERVER_WEBSOCKET_URL=\"ws://localhost:5006/ws\",n.DEFAULT_TOKEN=\"eyJzZXNzaW9uX2lkIjogImRlZmF1bHQifQ\";let l=0;function _(e){let s=e.split(\".\")[0];const n=s.length%4;return 0!=n&&(s+=\"=\".repeat(4-n)),JSON.parse(atob(s.replace(/_/g,\"/\").replace(/-/g,\"+\")))}n.parse_token=_;class h{constructor(e=n.DEFAULT_SERVER_WEBSOCKET_URL,s=n.DEFAULT_TOKEN,o=null){this.url=e,this.token=s,this.args_string=o,this._number=l++,this.socket=null,this.session=null,this.closed_permanently=!1,this._current_handler=null,this._pending_replies=new Map,this._pending_messages=[],this._receiver=new i.Receiver,this.id=_(s).session_id.split(\".\")[0],t.logger.debug(`Creating websocket ${this._number} to '${this.url}' session '${this.id}'`)}async connect(){if(this.closed_permanently)throw new Error(\"Cannot connect() a closed ClientConnection\");if(null!=this.socket)throw new Error(\"Already connected\");this._current_handler=null,this._pending_replies.clear(),this._pending_messages=[];try{let e=\"\"+this.url;return null!=this.args_string&&this.args_string.length>0&&(e+=\"?\"+this.args_string),this.socket=new WebSocket(e,[\"bokeh\",this.token]),new Promise((e,s)=>{this.socket.binaryType=\"arraybuffer\",this.socket.onopen=()=>this._on_open(e,s),this.socket.onmessage=e=>this._on_message(e),this.socket.onclose=e=>this._on_close(e,s),this.socket.onerror=()=>this._on_error(s)})}catch(e){throw t.logger.error(\"websocket creation failed to url: \"+this.url),t.logger.error(\" - \"+e),e}}close(){this.closed_permanently||(t.logger.debug(\"Permanently closing websocket connection \"+this._number),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,\"close method called on ClientConnection \"+this._number),this.session._connection_closed())}_schedule_reconnect(e){setTimeout(()=>{this.closed_permanently||t.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)},e)}send(e){if(null==this.socket)throw new Error(\"not connected so cannot send \"+e);e.send(this.socket)}async send_with_reply(e){const s=await new Promise((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)});if(\"ERROR\"===s.msgtype())throw new Error(\"Error reply \"+s.content.text);return s}async _pull_doc_json(){const e=r.Message.create(\"PULL-DOC-REQ\",{}),s=await this.send_with_reply(e);if(!(\"doc\"in s.content))throw new Error(\"No 'doc' field in PULL-DOC-REPLY\");return s.content.doc}async _repull_session_doc(e,s){var n;t.logger.debug(this.session?\"Repulling session\":\"Pulling session for first time\");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)t.logger.debug(\"Got new document after connection was already closed\"),s(new Error(\"The connection has been closed\"));else{const s=o.Document.from_json(n),i=o.Document._compute_patch_since_json(n,s);if(i.events.length>0){t.logger.debug(`Sending ${i.events.length} changes from model construction back to server`);const e=r.Message.create(\"PATCH-DOC\",{},i);this.send(e)}this.session=new c.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],t.logger.debug(\"Created a new session from new pulled doc\"),e(this.session)}else this.session.document.replace_with_json(n),t.logger.debug(\"Updated existing session with new pulled doc\")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),t.logger.error(\"Failed to repull session \"+e),s(e)}}_on_open(e,s){t.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&&t.logger.error(\"Got a message with no current handler set\");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(e.toString())}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){t.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){t.logger.debug(\"Websocket error on socket \"+this._number);const s=\"Could not open websocket\";t.logger.error(\"Failed to connect to Bokeh server: \"+s),e(new Error(s))}_close_bad_protocol(e){t.logger.error(\"Closing connection: \"+e),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){\"ACK\"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol(\"First message was not an ACK\")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):\"PATCH-DOC\"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=h,h.__name__=\"ClientConnection\",n.pull_session=function(e,s,n){return new h(e,s,n).connect()}},\n", + " function _(e,s,t){Object.defineProperty(t,\"__esModule\",{value:!0});const r=e(29);class n{constructor(e,s,t){this.header=e,this.metadata=s,this.content=t,this.buffers=new Map}static assemble(e,s,t){const r=JSON.parse(e),i=JSON.parse(s),a=JSON.parse(t);return new n(r,i,a)}assemble_buffer(e,s){const t=null!=this.header.num_buffers?this.header.num_buffers:0;if(t<=this.buffers.size)throw new Error(\"too many 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{});\n", + " })\n", + "\n", + "\n", + " /* END bokeh.min.js */\n", + " },\n", + " \n", + " function(Bokeh) {\n", + " /* BEGIN bokeh-widgets.min.js */\n", + " /*!\n", + " * Copyright (c) 2012 - 2020, 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\"], \"2.2.2\");\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", + " 402: function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});const r=e(1).__importStar(e(403));o.Widgets=r;e(7).register_models(r)},\n", + " 403: function _(r,e,t){Object.defineProperty(t,\"__esModule\",{value:!0});var a=r(404);t.AbstractButton=a.AbstractButton;var o=r(407);t.AbstractIcon=o.AbstractIcon;var u=r(408);t.AutocompleteInput=u.AutocompleteInput;var n=r(413);t.Button=n.Button;var i=r(414);t.CheckboxButtonGroup=i.CheckboxButtonGroup;var v=r(416);t.CheckboxGroup=v.CheckboxGroup;var p=r(418);t.ColorPicker=p.ColorPicker;var c=r(419);t.DatePicker=c.DatePicker;var l=r(422);t.DateRangeSlider=l.DateRangeSlider;var d=r(428);t.DateSlider=d.DateSlider;var I=r(429);t.Div=I.Div;var g=r(433);t.Dropdown=g.Dropdown;var S=r(434);t.FileInput=S.FileInput;var P=r(410);t.InputWidget=P.InputWidget;var k=r(430);t.Markup=k.Markup;var x=r(435);t.MultiSelect=x.MultiSelect;var D=r(436);t.Paragraph=D.Paragraph;var b=r(437);t.PasswordInput=b.PasswordInput;var s=r(438);t.MultiChoice=s.MultiChoice;var h=r(441);t.NumericInput=h.NumericInput;var A=r(444);t.PreText=A.PreText;var B=r(445);t.RadioButtonGroup=B.RadioButtonGroup;var C=r(446);t.RadioGroup=C.RadioGroup;var G=r(447);t.RangeSlider=G.RangeSlider;var R=r(448);t.Select=R.Select;var T=r(449);t.Slider=T.Slider;var M=r(450);t.Spinner=M.Spinner;var m=r(409);t.TextInput=m.TextInput;var w=r(451);t.TextAreaInput=w.TextAreaInput;var W=r(452);t.Toggle=W.Toggle;var _=r(472);t.Widget=_.Widget},\n", + " 404: function _(t,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});const i=t(1),s=i.__importStar(t(18)),o=t(72),l=t(115),r=t(405),_=t(281),c=i.__importDefault(t(283));class u extends r.ControlView{*controls(){yield this.button_el}async lazy_initialize(){await super.lazy_initialize();const{icon:t}=this.model;null!=t&&(this.icon_view=await l.build_view(t,{parent:this}))}connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.render())}remove(){null!=this.icon_view&&this.icon_view.remove(),super.remove()}styles(){return[...super.styles(),c.default]}_render_button(...t){return o.button({type:\"button\",disabled:this.model.disabled,class:[_.bk_btn,_.bk_btn_type(this.model.button_type)]},...t)}render(){super.render(),this.button_el=this._render_button(this.model.label),this.button_el.addEventListener(\"click\",()=>this.click()),null!=this.icon_view&&(o.prepend(this.button_el,this.icon_view.el,o.nbsp()),this.icon_view.render()),this.group_el=o.div({class:_.bk_btn_group},this.button_el),this.el.appendChild(this.group_el)}click(){}}n.AbstractButtonView=u,u.__name__=\"AbstractButtonView\";class a extends r.Control{constructor(t){super(t)}static init_AbstractButton(){this.define({label:[s.String,\"Button\"],icon:[s.Instance],button_type:[s.ButtonType,\"default\"]})}}n.AbstractButton=a,a.__name__=\"AbstractButton\",a.init_AbstractButton()},\n", + " 405: function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});const s=e(472),n=e(72);class i extends s.WidgetView{connect_signals(){super.connect_signals();const e=this.model.properties;this.on_change(e.disabled,()=>{for(const e of this.controls())n.toggle_attribute(e,\"disabled\",this.model.disabled)})}}o.ControlView=i,i.__name__=\"ControlView\";class l extends s.Widget{constructor(e){super(e)}}o.Control=l,l.__name__=\"Control\"},\n", + " 472: function _(i,e,t){Object.defineProperty(t,\"__esModule\",{value:!0});const o=i(1),n=i(276),r=o.__importStar(i(18));class _ extends n.HTMLBoxView{_width_policy(){return\"horizontal\"==this.model.orientation?super._width_policy():\"fixed\"}_height_policy(){return\"horizontal\"==this.model.orientation?\"fixed\":super._height_policy()}box_sizing(){const i=super.box_sizing();return\"horizontal\"==this.model.orientation?null==i.width&&(i.width=this.model.default_size):null==i.height&&(i.height=this.model.default_size),i}}t.WidgetView=_,_.__name__=\"WidgetView\";class s extends n.HTMLBox{constructor(i){super(i)}static init_Widget(){this.define({orientation:[r.Orientation,\"horizontal\"],default_size:[r.Number,300]}),this.override({margin:[5,5,5,5]})}}t.Widget=s,s.__name__=\"Widget\",s.init_Widget()},\n", + " 407: function _(e,t,c){Object.defineProperty(c,\"__esModule\",{value:!0});const s=e(81),n=e(78);class o extends n.DOMView{}c.AbstractIconView=o,o.__name__=\"AbstractIconView\";class _ extends s.Model{constructor(e){super(e)}}c.AbstractIcon=_,_.__name__=\"AbstractIcon\"},\n", + " 408: function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const i=e(1),s=e(409),h=e(72),_=i.__importStar(e(18)),o=e(10),u=e(173),r=e(282),c=i.__importDefault(e(284));class l extends s.TextInputView{constructor(){super(...arguments),this._open=!1,this._last_value=\"\",this._hover_index=0}styles(){return[...super.styles(),c.default]}render(){super.render(),this.input_el.addEventListener(\"keydown\",e=>this._keydown(e)),this.input_el.addEventListener(\"keyup\",e=>this._keyup(e)),this.menu=h.div({class:[r.bk_menu,u.bk_below]}),this.menu.addEventListener(\"click\",e=>this._menu_click(e)),this.menu.addEventListener(\"mouseover\",e=>this._menu_hover(e)),this.el.appendChild(this.menu),h.undisplay(this.menu)}change_input(){this._open&&this.menu.children.length>0&&(this.model.value=this.menu.children[this._hover_index].textContent,this.input_el.focus(),this._hide_menu())}_update_completions(e){h.empty(this.menu);for(const t of e){const e=h.div({},t);this.menu.appendChild(e)}e.length>0&&this.menu.children[0].classList.add(u.bk_active)}_show_menu(){if(!this._open){this._open=!0,this._hover_index=0,this._last_value=this.model.value,h.display(this.menu);const e=t=>{const{target:n}=t;n instanceof HTMLElement&&!this.el.contains(n)&&(document.removeEventListener(\"click\",e),this._hide_menu())};document.addEventListener(\"click\",e)}}_hide_menu(){this._open&&(this._open=!1,h.undisplay(this.menu))}_menu_click(e){e.target!=e.currentTarget&&e.target instanceof Element&&(this.model.value=e.target.textContent,this.input_el.focus(),this._hide_menu())}_menu_hover(e){if(e.target!=e.currentTarget&&e.target instanceof Element){let t=0;for(t=0;t0&&(this.menu.children[this._hover_index].classList.remove(u.bk_active),this._hover_index=o.clamp(e,0,t-1),this.menu.children[this._hover_index].classList.add(u.bk_active))}_keydown(e){}_keyup(e){switch(e.keyCode){case h.Keys.Enter:this.change_input();break;case h.Keys.Esc:this._hide_menu();break;case h.Keys.Up:this._bump_hover(this._hover_index-1);break;case h.Keys.Down:this._bump_hover(this._hover_index+1);break;default:{const e=this.input_el.value;if(e.lengthe:e=>e.toLowerCase();for(const n of this.model.completions)i(n).startsWith(i(e))&&t.push(n);this._update_completions(t),0==t.length?this._hide_menu():this._show_menu()}}}}n.AutocompleteInputView=l,l.__name__=\"AutocompleteInputView\";class a extends s.TextInput{constructor(e){super(e)}static init_AutocompleteInput(){this.prototype.default_view=l,this.define({completions:[_.Array,[]],min_characters:[_.Int,2],case_sensitive:[_.Boolean,!0]})}}n.AutocompleteInput=a,a.__name__=\"AutocompleteInput\",a.init_AutocompleteInput()},\n", + " 409: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),s=e(410),l=e(72),p=n.__importStar(e(18)),u=e(412);class a extends s.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.name.change,()=>this.input_el.name=this.model.name||\"\"),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)}render(){super.render(),this.input_el=l.input({type:\"text\",class:u.bk_input,name:this.model.name,value:this.model.value,disabled:this.model.disabled,placeholder:this.model.placeholder}),this.input_el.addEventListener(\"change\",()=>this.change_input()),this.input_el.addEventListener(\"input\",()=>this.change_input_oninput()),this.group_el.appendChild(this.input_el)}change_input(){this.model.value=this.input_el.value,super.change_input()}change_input_oninput(){this.model.value_input=this.input_el.value,super.change_input()}}i.TextInputView=a,a.__name__=\"TextInputView\";class h extends s.InputWidget{constructor(e){super(e)}static init_TextInput(){this.prototype.default_view=a,this.define({value:[p.String,\"\"],value_input:[p.String,\"\"],placeholder:[p.String,\"\"]})}}i.TextInput=h,h.__name__=\"TextInput\",h.init_TextInput()},\n", + " 410: function _(t,e,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=t(1),l=t(405),s=t(72),_=n.__importStar(t(18)),o=n.__importDefault(t(411)),r=t(412);class p extends l.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(),o.default]}render(){super.render();const{title:t}=this.model;this.label_el=s.label({style:{display:0==t.length?\"none\":\"\"}},t),this.group_el=s.div({class:r.bk_input_group},this.label_el),this.el.appendChild(this.group_el)}change_input(){}}i.InputWidgetView=p,p.__name__=\"InputWidgetView\";class u extends l.Control{constructor(t){super(t)}static init_InputWidget(){this.define({title:[_.String,\"\"]})}}i.InputWidget=u,u.__name__=\"InputWidget\",u.init_InputWidget()},\n", + " 411: function _(n,o,t){Object.defineProperty(t,\"__esModule\",{value:!0});t.default='\\n.bk-root .bk-input {\\n display: inline-block;\\n width: 100%;\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n min-height: 31px;\\n padding: 0 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n}\\n.bk-root .bk-input:focus {\\n border-color: #66afe9;\\n outline: 0;\\n box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(102, 175, 233, 0.6);\\n}\\n.bk-root .bk-input::placeholder,\\n.bk-root .bk-input:-ms-input-placeholder,\\n.bk-root .bk-input::-moz-placeholder,\\n.bk-root .bk-input::-webkit-input-placeholder {\\n color: #999;\\n opacity: 1;\\n}\\n.bk-root .bk-input[disabled] {\\n cursor: not-allowed;\\n background-color: #eee;\\n opacity: 1;\\n}\\n.bk-root select:not([multiple]).bk-input,\\n.bk-root select:not([size]).bk-input {\\n height: auto;\\n appearance: none;\\n -webkit-appearance: none;\\n background-image: url(\\'data:image/svg+xml;utf8,\\');\\n background-position: right 0.5em center;\\n background-size: 8px 6px;\\n background-repeat: no-repeat;\\n}\\n.bk-root select[multiple].bk-input,\\n.bk-root select[size].bk-input,\\n.bk-root textarea.bk-input {\\n height: auto;\\n}\\n.bk-root .bk-input-group {\\n width: 100%;\\n height: 100%;\\n display: inline-flex;\\n display: -webkit-inline-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: start;\\n -webkit-align-items: start;\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n white-space: nowrap;\\n}\\n.bk-root .bk-input-group.bk-inline {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-input-group.bk-inline > *:not(:first-child) {\\n margin-left: 5px;\\n}\\n.bk-root .bk-input-group input[type=\"checkbox\"] + span,\\n.bk-root .bk-input-group input[type=\"radio\"] + span {\\n position: relative;\\n top: -2px;\\n margin-left: 3px;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper {\\n display: inherit;\\n width: inherit;\\n height: inherit;\\n position: relative;\\n overflow: hidden;\\n padding: 0;\\n vertical-align: middle;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper input {\\n padding-right: 20px;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn {\\n position: absolute;\\n display: block;\\n height: 50%;\\n min-height: 0;\\n min-width: 0;\\n width: 30px;\\n padding: 0;\\n margin: 0;\\n right: 0;\\n border: none;\\n background: none;\\n cursor: pointer;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn:before {\\n content: \"\";\\n display: inline-block;\\n transform: translateY(-50%);\\n border-left: 5px solid transparent;\\n border-right: 5px solid transparent;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up {\\n top: 0;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up:before {\\n border-bottom: 5px solid black;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up:disabled:before {\\n border-bottom-color: grey;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down {\\n bottom: 0;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down:before {\\n border-top: 5px solid black;\\n}\\n.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down:disabled:before {\\n border-top-color: grey;\\n}\\n'},\n", + " 412: function _(u,e,n){Object.defineProperty(n,\"__esModule\",{value:!0}),n.bk_input=\"bk-input\",n.bk_input_group=\"bk-input-group\"},\n", + " 413: function _(t,e,n){Object.defineProperty(n,\"__esModule\",{value:!0});const o=t(404),i=t(313);class s extends o.AbstractButtonView{click(){this.model.trigger_event(new i.ButtonClick),super.click()}}n.ButtonView=s,s.__name__=\"ButtonView\";class u extends o.AbstractButton{constructor(t){super(t)}static init_Button(){this.prototype.default_view=s,this.override({label:\"Button\"})}}n.Button=u,u.__name__=\"Button\",u.init_Button()},\n", + " 414: function _(t,e,o){Object.defineProperty(o,\"__esModule\",{value:!0});const i=t(1),c=t(415),s=t(72),n=i.__importStar(t(18)),a=t(173);class u extends c.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)=>{s.classes(e).toggle(a.bk_active,t.has(o))})}}o.CheckboxButtonGroupView=u,u.__name__=\"CheckboxButtonGroupView\";class r extends c.ButtonGroup{constructor(t){super(t)}static init_CheckboxButtonGroup(){this.prototype.default_view=u,this.define({active:[n.Array,[]]})}}o.CheckboxButtonGroup=r,r.__name__=\"CheckboxButtonGroup\",r.init_CheckboxButtonGroup()},\n", + " 415: function _(t,e,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=t(1),o=t(405),i=t(72),r=n.__importStar(t(18)),_=t(281),u=n.__importDefault(t(283));class a extends o.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(),u.default]}render(){super.render(),this._buttons=this.model.labels.map((t,e)=>{const s=i.div({class:[_.bk_btn,_.bk_btn_type(this.model.button_type)],disabled:this.model.disabled},t);return s.addEventListener(\"click\",()=>this.change_active(e)),s}),this._update_active();const t=i.div({class:_.bk_btn_group},this._buttons);this.el.appendChild(t)}}s.ButtonGroupView=a,a.__name__=\"ButtonGroupView\";class l extends o.Control{constructor(t){super(t)}static init_ButtonGroup(){this.define({labels:[r.Array,[]],button_type:[r.ButtonType,\"default\"]})}}s.ButtonGroup=l,l.__name__=\"ButtonGroup\",l.init_ButtonGroup()},\n", + " 416: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),s=e(417),o=e(72),c=e(9),a=n.__importStar(e(18)),l=e(173),d=e(412);class r extends s.InputGroupView{render(){super.render();const e=o.div({class:[d.bk_input_group,this.model.inline?l.bk_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),c.includes(t,n)&&(s.checked=!0);const a=o.label({},s,o.span({},i[n]));e.appendChild(a)}}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=r,r.__name__=\"CheckboxGroupView\";class p extends s.InputGroup{constructor(e){super(e)}static init_CheckboxGroup(){this.prototype.default_view=r,this.define({active:[a.Array,[]],labels:[a.Array,[]],inline:[a.Boolean,!1]})}}i.CheckboxGroup=p,p.__name__=\"CheckboxGroup\",p.init_CheckboxGroup()},\n", + " 417: function _(e,t,n){Object.defineProperty(n,\"__esModule\",{value:!0});const s=e(1),o=e(405),r=s.__importDefault(e(411));class u extends o.ControlView{*controls(){yield*this._inputs}connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.render())}styles(){return[...super.styles(),r.default]}}n.InputGroupView=u,u.__name__=\"InputGroupView\";class _ extends o.Control{constructor(e){super(e)}}n.InputGroup=_,_.__name__=\"InputGroup\"},\n", + " 418: function _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const n=e(1),o=e(410),s=e(72),l=n.__importStar(e(18)),r=e(412);class c extends o.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.name.change,()=>this.input_el.name=this.model.name||\"\"),this.connect(this.model.properties.color.change,()=>this.input_el.value=this.model.color),this.connect(this.model.properties.disabled.change,()=>this.input_el.disabled=this.model.disabled)}render(){super.render(),this.input_el=s.input({type:\"color\",class:r.bk_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=c,c.__name__=\"ColorPickerView\";class d extends o.InputWidget{constructor(e){super(e)}static init_ColorPicker(){this.prototype.default_view=c,this.define({color:[l.Color,\"#000000\"]})}}t.ColorPicker=d,d.__name__=\"ColorPicker\",d.init_ColorPicker()},\n", + " 419: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),s=n.__importDefault(e(420)),a=e(410),l=e(72),o=n.__importStar(e(18)),r=e(8),d=e(412),c=n.__importDefault(e(421));function u(e){const t=[];for(const i of e)if(r.isString(i))t.push(i);else{const[e,n]=i;t.push({from:e,to:n})}return t}class _ extends a.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 t;return null===(t=this._picker)||void 0===t?void 0:t.setDate(e.value())}),this.connect(t.change,()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"minDate\",t.value())}),this.connect(i.change,()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"maxDate\",i.value())}),this.connect(n.change,()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"disable\",n.value())}),this.connect(s.change,()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"enable\",s.value())}),this.connect(a.change,()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"position\",a.value())}),this.connect(l.change,()=>{var e;return null===(e=this._picker)||void 0===e?void 0:e.set(\"inline\",l.value())})}remove(){var e;null===(e=this._picker)||void 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All rights reserved.\n", + " Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use\n", + " this file except in compliance with the License. You may obtain a copy of the\n", + " License at http://www.apache.org/licenses/LICENSE-2.0\n", + " \n", + " THIS CODE IS PROVIDED ON AN *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n", + " KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED\n", + " WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,\n", + " MERCHANTABLITY OR NON-INFRINGEMENT.\n", + " \n", + " See the Apache Version 2.0 License for specific language governing permissions\n", + " and limitations under the License.\n", + " ***************************************************************************** */var e=function(){return(e=Object.assign||function(e){for(var t,n=1,a=arguments.length;n\",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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0!==h.latestSelectedDateObj&&h.latestSelectedDateObj.setHours(e%24,t,n||0,0),h.hourElement&&h.minuteElement&&!h.isMobile&&(h.hourElement.value=i(h.config.time_24hr?e:(12+e)%12+12*o(e%12==0)),h.minuteElement.value=i(t),void 0!==h.amPM&&(h.amPM.textContent=h.l10n.amPM[o(e>=12)]),void 0!==h.secondElement&&(h.secondElement.value=i(n)))}function S(e){var t=parseInt(e.target.value)+(e.delta||0);(t/1e3>1||\"Enter\"===e.key&&!/[^\\d]/.test(t.toString()))&&V(t)}function O(e,t,n,a){return t instanceof Array?t.forEach((function(t){return O(e,t,n,a)})):e instanceof Array?e.forEach((function(e){return O(e,t,n,a)})):(e.addEventListener(t,n,a),void h._handlers.push({element:e,event:t,handler:n,options:a}))}function _(e){return function(t){1===t.which&&e(t)}}function F(){fe(\"onChange\")}function N(e,t){var n=void 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n=t?e:e-h.currentMonth;n<0&&!0===h._hidePrevMonthArrow||n>0&&!0===h._hideNextMonthArrow||(h.currentMonth+=n,(h.currentMonth<0||h.currentMonth>11)&&(h.currentYear+=h.currentMonth>11?1:-1,h.currentMonth=(h.currentMonth+12)%12,fe(\"onYearChange\"),B()),R(),fe(\"onMonthChange\"),pe())}function z(e){return!(!h.config.appendTo||!h.config.appendTo.contains(e))||h.calendarContainer.contains(e)}function G(e){if(h.isOpen&&!h.config.inline){var t=\"function\"==typeof(r=e).composedPath?r.composedPath()[0]:r.target,n=z(t),a=t===h.input||t===h.altInput||h.element.contains(t)||e.path&&e.path.indexOf&&(~e.path.indexOf(h.input)||~e.path.indexOf(h.altInput)),i=\"blur\"===e.type?a&&e.relatedTarget&&!z(e.relatedTarget):!a&&!n&&!z(e.relatedTarget),o=!h.config.ignoredFocusElements.some((function(e){return e.contains(t)}));i&&o&&(void 0!==h.timeContainer&&void 0!==h.minuteElement&&void 0!==h.hourElement&&x(),h.close(),\"range\"===h.config.mode&&1===h.selectedDates.length&&(h.clear(!1),h.redraw()))}var r}function V(e){if(!(!e||h.config.minDate&&eh.config.maxDate.getFullYear())){var t=e,n=h.currentYear!==t;h.currentYear=t||h.currentYear,h.config.maxDate&&h.currentYear===h.config.maxDate.getFullYear()?h.currentMonth=Math.min(h.config.maxDate.getMonth(),h.currentMonth):h.config.minDate&&h.currentYear===h.config.minDate.getFullYear()&&(h.currentMonth=Math.max(h.config.minDate.getMonth(),h.currentMonth)),n&&(h.redraw(),fe(\"onYearChange\"),B())}}function Z(e,t){void 0===t&&(t=!0);var n=h.parseDate(e,void 0,t);if(h.config.minDate&&n&&w(n,h.config.minDate,void 0!==t?t:!h.minDateHasTime)<0||h.config.maxDate&&n&&w(n,h.config.maxDate,void 0!==t?t:!h.maxDateHasTime)>0)return!1;if(0===h.config.enable.length&&0===h.config.disable.length)return!0;if(void 0===n)return!1;for(var a=h.config.enable.length>0,i=a?h.config.enable:h.config.disable,o=0,r=void 0;o=r.from.getTime()&&n.getTime()<=r.to.getTime())return a}return!a}function Q(e){return void 0!==h.daysContainer&&-1===e.className.indexOf(\"hidden\")&&h.daysContainer.contains(e)}function X(e){var t=e.target===h._input,n=h.config.allowInput,a=h.isOpen&&(!n||!t),i=h.config.inline&&t&&!n;if(13===e.keyCode&&t){if(n)return h.setDate(h._input.value,!0,e.target===h.altInput?h.config.altFormat:h.config.dateFormat),e.target.blur();h.open()}else if(z(e.target)||a||i){var o=!!h.timeContainer&&h.timeContainer.contains(e.target);switch(e.keyCode){case 13:o?(e.preventDefault(),x(),le()):ce(e);break;case 27:e.preventDefault(),le();break;case 8:case 46:t&&!h.config.allowInput&&(e.preventDefault(),h.clear());break;case 37:case 39:if(o||t)h.hourElement&&h.hourElement.focus();else if(e.preventDefault(),void 0!==h.daysContainer&&(!1===n||document.activeElement&&Q(document.activeElement))){var r=39===e.keyCode?1:-1;e.ctrlKey?(e.stopPropagation(),$(r),L(H(1),0)):L(void 0,r)}break;case 38:case 40:e.preventDefault();var l=40===e.keyCode?1:-1;h.daysContainer&&void 0!==e.target.$i||e.target===h.input||e.target===h.altInput?e.ctrlKey?(e.stopPropagation(),V(h.currentYear-l),L(H(1),0)):o||L(void 0,7*l):e.target===h.currentYearElement?V(h.currentYear-l):h.config.enableTime&&(!o&&h.hourElement&&h.hourElement.focus(),x(e),h._debouncedChange());break;case 9:if(o){var c=[h.hourElement,h.minuteElement,h.secondElement,h.amPM].concat(h.pluginElements).filter((function(e){return e})),d=c.indexOf(e.target);if(-1!==d){var s=c[d+(e.shiftKey?-1:1)];e.preventDefault(),(s||h._input).focus()}}else!h.config.noCalendar&&h.daysContainer&&h.daysContainer.contains(e.target)&&e.shiftKey&&(e.preventDefault(),h._input.focus())}}if(void 0!==h.amPM&&e.target===h.amPM)switch(e.key){case h.l10n.amPM[0].charAt(0):case h.l10n.amPM[0].charAt(0).toLowerCase():h.amPM.textContent=h.l10n.amPM[0],E(),ve();break;case h.l10n.amPM[1].charAt(0):case h.l10n.amPM[1].charAt(0).toLowerCase():h.amPM.textContent=h.l10n.amPM[1],E(),ve()}(t||z(e.target))&&fe(\"onKeyDown\",e)}function ee(e){if(1===h.selectedDates.length&&(!e||e.classList.contains(\"flatpickr-day\")&&!e.classList.contains(\"flatpickr-disabled\"))){for(var t=e?e.dateObj.getTime():h.days.firstElementChild.dateObj.getTime(),n=h.parseDate(h.selectedDates[0],void 0,!0).getTime(),a=Math.min(t,h.selectedDates[0].getTime()),i=Math.max(t,h.selectedDates[0].getTime()),o=!1,r=0,l=0,c=a;ca&&cr)?r=c:c>n&&(!l||c0&&m0&&m>l;return g?(f.classList.add(\"notAllowed\"),[\"inRange\",\"startRange\",\"endRange\"].forEach((function(e){f.classList.remove(e)})),\"continue\"):o&&!g?\"continue\":([\"startRange\",\"inRange\",\"endRange\",\"notAllowed\"].forEach((function(e){f.classList.remove(e)})),void(void 0!==e&&(e.classList.add(t<=h.selectedDates[0].getTime()?\"startRange\":\"endRange\"),nt&&m===n&&f.classList.add(\"endRange\"),m>=r&&(0===l||m<=l)&&(d=n,u=t,(c=m)>Math.min(d,u)&&c0||n.getMinutes()>0||n.getSeconds()>0),h.selectedDates&&(h.selectedDates=h.selectedDates.filter((function(e){return Z(e)})),h.selectedDates.length||\"min\"!==e||T(n),ve()),h.daysContainer&&(re(),void 0!==n?h.currentYearElement[e]=n.getFullYear().toString():h.currentYearElement.removeAttribute(e),h.currentYearElement.disabled=!!a&&void 0!==n&&a.getFullYear()===n.getFullYear())}}function ie(){\"object\"!=typeof h.config.locale&&void 0===y.l10ns[h.config.locale]&&h.config.errorHandler(new Error(\"flatpickr: invalid locale \"+h.config.locale)),h.l10n=e({},y.l10ns.default,\"object\"==typeof h.config.locale?h.config.locale:\"default\"!==h.config.locale?y.l10ns[h.config.locale]:void 0),p.K=\"(\"+h.l10n.amPM[0]+\"|\"+h.l10n.amPM[1]+\"|\"+h.l10n.amPM[0].toLowerCase()+\"|\"+h.l10n.amPM[1].toLowerCase()+\")\",void 0===e({},g,JSON.parse(JSON.stringify(f.dataset||{}))).time_24hr&&void 0===y.defaultConfig.time_24hr&&(h.config.time_24hr=h.l10n.time_24hr),h.formatDate=v(h),h.parseDate=D({config:h.config,l10n:h.l10n})}function oe(e){if(void 0!==h.calendarContainer){fe(\"onPreCalendarPosition\");var t=e||h._positionElement,n=Array.prototype.reduce.call(h.calendarContainer.children,(function(e,t){return e+t.offsetHeight}),0),a=h.calendarContainer.offsetWidth,i=h.config.position.split(\" \"),o=i[0],r=i.length>1?i[1]:null,l=t.getBoundingClientRect(),d=window.innerHeight-l.bottom,s=\"above\"===o||\"below\"!==o&&dn,u=window.pageYOffset+l.top+(s?-n-2:t.offsetHeight+2);if(c(h.calendarContainer,\"arrowTop\",!s),c(h.calendarContainer,\"arrowBottom\",s),!h.config.inline){var f=window.pageXOffset+l.left-(null!=r&&\"center\"===r?(a-l.width)/2:0),m=window.document.body.offsetWidth-(window.pageXOffset+l.right),g=f+a>window.document.body.offsetWidth,p=m+a>window.document.body.offsetWidth;if(c(h.calendarContainer,\"rightMost\",g),!h.config.static)if(h.calendarContainer.style.top=u+\"px\",g)if(p){var v=document.styleSheets[0];if(void 0===v)return;var D=window.document.body.offsetWidth,w=Math.max(0,D/2-a/2),b=v.cssRules.length,C=\"{left:\"+l.left+\"px;right:auto;}\";c(h.calendarContainer,\"rightMost\",!1),c(h.calendarContainer,\"centerMost\",!0),v.insertRule(\".flatpickr-calendar.centerMost:before,.flatpickr-calendar.centerMost:after\"+C,b),h.calendarContainer.style.left=w+\"px\",h.calendarContainer.style.right=\"auto\"}else h.calendarContainer.style.left=\"auto\",h.calendarContainer.style.right=m+\"px\";else h.calendarContainer.style.left=f+\"px\",h.calendarContainer.style.right=\"auto\"}}}function re(){h.config.noCalendar||h.isMobile||(pe(),R())}function le(){h._input.focus(),-1!==window.navigator.userAgent.indexOf(\"MSIE\")||void 0!==navigator.msMaxTouchPoints?setTimeout(h.close,0):h.close()}function ce(e){e.preventDefault(),e.stopPropagation();var t=function e(t,n){return n(t)?t:t.parentNode?e(t.parentNode,n):void 0}(e.target,(function(e){return e.classList&&e.classList.contains(\"flatpickr-day\")&&!e.classList.contains(\"flatpickr-disabled\")&&!e.classList.contains(\"notAllowed\")}));if(void 0!==t){var n=t,a=h.latestSelectedDateObj=new Date(n.dateObj.getTime()),i=(a.getMonth()h.currentMonth+h.config.showMonths-1)&&\"range\"!==h.config.mode;if(h.selectedDateElem=n,\"single\"===h.config.mode)h.selectedDates=[a];else if(\"multiple\"===h.config.mode){var o=ge(a);o?h.selectedDates.splice(parseInt(o),1):h.selectedDates.push(a)}else\"range\"===h.config.mode&&(2===h.selectedDates.length&&h.clear(!1,!1),h.latestSelectedDateObj=a,h.selectedDates.push(a),0!==w(a,h.selectedDates[0],!0)&&h.selectedDates.sort((function(e,t){return e.getTime()-t.getTime()})));if(E(),i){var r=h.currentYear!==a.getFullYear();h.currentYear=a.getFullYear(),h.currentMonth=a.getMonth(),r&&(fe(\"onYearChange\"),B()),fe(\"onMonthChange\")}if(pe(),R(),ve(),h.config.enableTime&&setTimeout((function(){return h.showTimeInput=!0}),50),i||\"range\"===h.config.mode||1!==h.config.showMonths?void 0!==h.selectedDateElem&&void 0===h.hourElement&&h.selectedDateElem&&h.selectedDateElem.focus():j(n),void 0!==h.hourElement&&void 0!==h.hourElement&&h.hourElement.focus(),h.config.closeOnSelect){var l=\"single\"===h.config.mode&&!h.config.enableTime,c=\"range\"===h.config.mode&&2===h.selectedDates.length&&!h.config.enableTime;(l||c)&&le()}F()}}h.parseDate=D({config:h.config,l10n:h.l10n}),h._handlers=[],h.pluginElements=[],h.loadedPlugins=[],h._bind=O,h._setHoursFromDate=T,h._positionCalendar=oe,h.changeMonth=$,h.changeYear=V,h.clear=function(e,t){void 0===e&&(e=!0),void 0===t&&(t=!0),h.input.value=\"\",void 0!==h.altInput&&(h.altInput.value=\"\"),void 0!==h.mobileInput&&(h.mobileInput.value=\"\"),h.selectedDates=[],h.latestSelectedDateObj=void 0,!0===t&&(h.currentYear=h._initialDate.getFullYear(),h.currentMonth=h._initialDate.getMonth()),h.showTimeInput=!1,!0===h.config.enableTime&&k(),h.redraw(),e&&fe(\"onChange\")},h.close=function(){h.isOpen=!1,h.isMobile||(void 0!==h.calendarContainer&&h.calendarContainer.classList.remove(\"open\"),void 0!==h._input&&h._input.classList.remove(\"active\")),fe(\"onClose\")},h._createElement=d,h.destroy=function(){void 0!==h.config&&fe(\"onDestroy\");for(var e=h._handlers.length;e--;){var t=h._handlers[e];t.element.removeEventListener(t.event,t.handler,t.options)}if(h._handlers=[],h.mobileInput)h.mobileInput.parentNode&&h.mobileInput.parentNode.removeChild(h.mobileInput),h.mobileInput=void 0;else if(h.calendarContainer&&h.calendarContainer.parentNode)if(h.config.static&&h.calendarContainer.parentNode){var n=h.calendarContainer.parentNode;if(n.lastChild&&n.removeChild(n.lastChild),n.parentNode){for(;n.firstChild;)n.parentNode.insertBefore(n.firstChild,n);n.parentNode.removeChild(n)}}else h.calendarContainer.parentNode.removeChild(h.calendarContainer);h.altInput&&(h.input.type=\"text\",h.altInput.parentNode&&h.altInput.parentNode.removeChild(h.altInput),delete h.altInput),h.input&&(h.input.type=h.input._type,h.input.classList.remove(\"flatpickr-input\"),h.input.removeAttribute(\"readonly\"),h.input.value=\"\"),[\"_showTimeInput\",\"latestSelectedDateObj\",\"_hideNextMonthArrow\",\"_hidePrevMonthArrow\",\"__hideNextMonthArrow\",\"__hidePrevMonthArrow\",\"isMobile\",\"isOpen\",\"selectedDateElem\",\"minDateHasTime\",\"maxDateHasTime\",\"days\",\"daysContainer\",\"_input\",\"_positionElement\",\"innerContainer\",\"rContainer\",\"monthNav\",\"todayDateElem\",\"calendarContainer\",\"weekdayContainer\",\"prevMonthNav\",\"nextMonthNav\",\"monthsDropdownContainer\",\"currentMonthElement\",\"currentYearElement\",\"navigationCurrentMonth\",\"selectedDateElem\",\"config\"].forEach((function(e){try{delete h[e]}catch(e){}}))},h.isEnabled=Z,h.jumpToDate=N,h.open=function(e,t){if(void 0===t&&(t=h._positionElement),!0===h.isMobile)return e&&(e.preventDefault(),e.target&&e.target.blur()),void 0!==h.mobileInput&&(h.mobileInput.focus(),h.mobileInput.click()),void fe(\"onOpen\");if(!h._input.disabled&&!h.config.inline){var n=h.isOpen;h.isOpen=!0,n||(h.calendarContainer.classList.add(\"open\"),h._input.classList.add(\"active\"),fe(\"onOpen\"),oe(t)),!0===h.config.enableTime&&!0===h.config.noCalendar&&(0===h.selectedDates.length&&ne(),!1!==h.config.allowInput||void 0!==e&&h.timeContainer.contains(e.relatedTarget)||setTimeout((function(){return h.hourElement.select()}),50))}},h.redraw=re,h.set=function(e,n){if(null!==e&&\"object\"==typeof e)for(var a in Object.assign(h.config,e),e)void 0!==de[a]&&de[a].forEach((function(e){return e()}));else h.config[e]=n,void 0!==de[e]?de[e].forEach((function(e){return e()})):t.indexOf(e)>-1&&(h.config[e]=l(n));h.redraw(),ve(!1)},h.setDate=function(e,t,n){if(void 0===t&&(t=!1),void 0===n&&(n=h.config.dateFormat),0!==e&&!e||e instanceof Array&&0===e.length)return h.clear(t);se(e,n),h.showTimeInput=h.selectedDates.length>0,h.latestSelectedDateObj=h.selectedDates[h.selectedDates.length-1],h.redraw(),N(),T(),0===h.selectedDates.length&&h.clear(!1),ve(t),t&&fe(\"onChange\")},h.toggle=function(e){if(!0===h.isOpen)return h.close();h.open(e)};var de={locale:[ie,q],showMonths:[K,M,U],minDate:[N],maxDate:[N]};function se(e,t){var n=[];if(e instanceof Array)n=e.map((function(e){return h.parseDate(e,t)}));else if(e instanceof Date||\"number\"==typeof e)n=[h.parseDate(e,t)];else if(\"string\"==typeof e)switch(h.config.mode){case\"single\":case\"time\":n=[h.parseDate(e,t)];break;case\"multiple\":n=e.split(h.config.conjunction).map((function(e){return h.parseDate(e,t)}));break;case\"range\":n=e.split(h.l10n.rangeSeparator).map((function(e){return h.parseDate(e,t)}))}else h.config.errorHandler(new Error(\"Invalid date supplied: \"+JSON.stringify(e)));h.selectedDates=n.filter((function(e){return e instanceof Date&&Z(e,!1)})),\"range\"===h.config.mode&&h.selectedDates.sort((function(e,t){return e.getTime()-t.getTime()}))}function ue(e){return e.slice().map((function(e){return\"string\"==typeof e||\"number\"==typeof e||e instanceof Date?h.parseDate(e,void 0,!0):e&&\"object\"==typeof e&&e.from&&e.to?{from:h.parseDate(e.from,void 0),to:h.parseDate(e.to,void 0)}:e})).filter((function(e){return e}))}function fe(e,t){if(void 0!==h.config){var n=h.config[e];if(void 0!==n&&n.length>0)for(var a=0;n[a]&&a1||\"static\"===h.config.monthSelectorType?h.monthElements[t].textContent=m(n.getMonth(),h.config.shorthandCurrentMonth,h.l10n)+\" \":h.monthsDropdownContainer.value=n.getMonth().toString(),e.value=n.getFullYear().toString()})),h._hidePrevMonthArrow=void 0!==h.config.minDate&&(h.currentYear===h.config.minDate.getFullYear()?h.currentMonth<=h.config.minDate.getMonth():h.currentYearh.config.maxDate.getMonth():h.currentYear>h.config.maxDate.getFullYear()))}function he(e){return h.selectedDates.map((function(t){return h.formatDate(t,e)})).filter((function(e,t,n){return\"range\"!==h.config.mode||h.config.enableTime||n.indexOf(e)===t})).join(\"range\"!==h.config.mode?h.config.conjunction:h.l10n.rangeSeparator)}function ve(e){void 0===e&&(e=!0),void 0!==h.mobileInput&&h.mobileFormatStr&&(h.mobileInput.value=void 0!==h.latestSelectedDateObj?h.formatDate(h.latestSelectedDateObj,h.mobileFormatStr):\"\"),h.input.value=he(h.config.dateFormat),void 0!==h.altInput&&(h.altInput.value=he(h.config.altFormat)),!1!==e&&fe(\"onValueUpdate\")}function De(e){var t=h.prevMonthNav.contains(e.target),n=h.nextMonthNav.contains(e.target);t||n?$(t?-1:1):h.yearElements.indexOf(e.target)>=0?e.target.select():e.target.classList.contains(\"arrowUp\")?h.changeYear(h.currentYear+1):e.target.classList.contains(\"arrowDown\")&&h.changeYear(h.currentYear-1)}return function(){h.element=h.input=f,h.isOpen=!1,function(){var a=[\"wrap\",\"weekNumbers\",\"allowInput\",\"clickOpens\",\"time_24hr\",\"enableTime\",\"noCalendar\",\"altInput\",\"shorthandCurrentMonth\",\"inline\",\"static\",\"enableSeconds\",\"disableMobile\"],i=e({},g,JSON.parse(JSON.stringify(f.dataset||{}))),o={};h.config.parseDate=i.parseDate,h.config.formatDate=i.formatDate,Object.defineProperty(h.config,\"enable\",{get:function(){return h.config._enable},set:function(e){h.config._enable=ue(e)}}),Object.defineProperty(h.config,\"disable\",{get:function(){return h.config._disable},set:function(e){h.config._disable=ue(e)}});var r=\"time\"===i.mode;if(!i.dateFormat&&(i.enableTime||r)){var c=y.defaultConfig.dateFormat||n.dateFormat;o.dateFormat=i.noCalendar||r?\"H:i\"+(i.enableSeconds?\":S\":\"\"):c+\" H:i\"+(i.enableSeconds?\":S\":\"\")}if(i.altInput&&(i.enableTime||r)&&!i.altFormat){var d=y.defaultConfig.altFormat||n.altFormat;o.altFormat=i.noCalendar||r?\"h:i\"+(i.enableSeconds?\":S K\":\" K\"):d+\" h:i\"+(i.enableSeconds?\":S\":\"\")+\" K\"}i.altInputClass||(h.config.altInputClass=h.input.className+\" \"+h.config.altInputClass),Object.defineProperty(h.config,\"minDate\",{get:function(){return h.config._minDate},set:ae(\"min\")}),Object.defineProperty(h.config,\"maxDate\",{get:function(){return h.config._maxDate},set:ae(\"max\")});var s=function(e){return function(t){h.config[\"min\"===e?\"_minTime\":\"_maxTime\"]=h.parseDate(t,\"H:i:S\")}};Object.defineProperty(h.config,\"minTime\",{get:function(){return h.config._minTime},set:s(\"min\")}),Object.defineProperty(h.config,\"maxTime\",{get:function(){return h.config._maxTime},set:s(\"max\")}),\"time\"===i.mode&&(h.config.noCalendar=!0,h.config.enableTime=!0),Object.assign(h.config,o,i);for(var u=0;u-1?h.config[p]=l(m[p]).map(C).concat(h.config[p]):void 0===i[p]&&(h.config[p]=m[p])}fe(\"onParseConfig\")}(),ie(),h.input=h.config.wrap?f.querySelector(\"[data-input]\"):f,h.input?(h.input._type=h.input.type,h.input.type=\"text\",h.input.classList.add(\"flatpickr-input\"),h._input=h.input,h.config.altInput&&(h.altInput=d(h.input.nodeName,h.config.altInputClass),h._input=h.altInput,h.altInput.placeholder=h.input.placeholder,h.altInput.disabled=h.input.disabled,h.altInput.required=h.input.required,h.altInput.tabIndex=h.input.tabIndex,h.altInput.type=\"text\",h.input.setAttribute(\"type\",\"hidden\"),!h.config.static&&h.input.parentNode&&h.input.parentNode.insertBefore(h.altInput,h.input.nextSibling)),h.config.allowInput||h._input.setAttribute(\"readonly\",\"readonly\"),h._positionElement=h.config.positionElement||h._input):h.config.errorHandler(new Error(\"Invalid input element specified\")),function(){h.selectedDates=[],h.now=h.parseDate(h.config.now)||new Date;var e=h.config.defaultDate||(\"INPUT\"!==h.input.nodeName&&\"TEXTAREA\"!==h.input.nodeName||!h.input.placeholder||h.input.value!==h.input.placeholder?h.input.value:null);e&&se(e,h.config.dateFormat),h._initialDate=h.selectedDates.length>0?h.selectedDates[0]:h.config.minDate&&h.config.minDate.getTime()>h.now.getTime()?h.config.minDate:h.config.maxDate&&h.config.maxDate.getTime()0&&(h.latestSelectedDateObj=h.selectedDates[0]),void 0!==h.config.minTime&&(h.config.minTime=h.parseDate(h.config.minTime,\"H:i\")),void 0!==h.config.maxTime&&(h.config.maxTime=h.parseDate(h.config.maxTime,\"H:i\")),h.minDateHasTime=!!h.config.minDate&&(h.config.minDate.getHours()>0||h.config.minDate.getMinutes()>0||h.config.minDate.getSeconds()>0),h.maxDateHasTime=!!h.config.maxDate&&(h.config.maxDate.getHours()>0||h.config.maxDate.getMinutes()>0||h.config.maxDate.getSeconds()>0),Object.defineProperty(h,\"showTimeInput\",{get:function(){return h._showTimeInput},set:function(e){h._showTimeInput=e,h.calendarContainer&&c(h.calendarContainer,\"showTimeInput\",e),h.isOpen&&oe()}})}(),h.utils={getDaysInMonth:function(e,t){return void 0===e&&(e=h.currentMonth),void 0===t&&(t=h.currentYear),1===e&&(t%4==0&&t%100!=0||t%400==0)?29:h.l10n.daysInMonth[e]}},h.isMobile||function(){var e=window.document.createDocumentFragment();if(h.calendarContainer=d(\"div\",\"flatpickr-calendar\"),h.calendarContainer.tabIndex=-1,!h.config.noCalendar){if(e.appendChild((h.monthNav=d(\"div\",\"flatpickr-months\"),h.yearElements=[],h.monthElements=[],h.prevMonthNav=d(\"span\",\"flatpickr-prev-month\"),h.prevMonthNav.innerHTML=h.config.prevArrow,h.nextMonthNav=d(\"span\",\"flatpickr-next-month\"),h.nextMonthNav.innerHTML=h.config.nextArrow,K(),Object.defineProperty(h,\"_hidePrevMonthArrow\",{get:function(){return 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-5px;\\n}\\n.bk-root .noUi-vertical .noUi-handle {\\n width: 18px;\\n height: 14px;\\n right: -5px;\\n top: -7px;\\n}\\n.bk-root .noUi-target.noUi-horizontal {\\n margin: 5px 0px;\\n}\\n.bk-root .noUi-target.noUi-vertical {\\n margin: 0px 5px;\\n}\\n\"},\n", + " 427: function _(e,n,t){Object.defineProperty(t,\"__esModule\",{value:!0});t.default=\"\\n.bk-root .bk-slider-title {\\n white-space: nowrap;\\n}\\n.bk-root .bk-slider-value {\\n font-weight: 600;\\n}\\n\"},\n", + " 428: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const r=e(1).__importDefault(e(186)),a=e(423);class d extends a.AbstractSliderView{}i.DateSliderView=d,d.__name__=\"DateSliderView\";class s extends a.AbstractSlider{constructor(e){super(e),this.behaviour=\"tap\",this.connected=[!0,!1]}static init_DateSlider(){this.prototype.default_view=d,this.override({format:\"%d %b %Y\"})}_formatter(e,t){return r.default(e,t)}}i.DateSlider=s,s.__name__=\"DateSlider\",s.init_DateSlider()},\n", + " 429: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const r=e(1),_=e(430),n=r.__importStar(e(18));class s extends _.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=s,s.__name__=\"DivView\";class a extends _.Markup{constructor(e){super(e)}static init_Div(){this.prototype.default_view=s,this.define({render_as_text:[n.Boolean,!1]})}}i.Div=a,a.__name__=\"Div\",a.init_Div()},\n", + " 430: function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const i=e(1),a=e(217),n=e(72),l=i.__importStar(e(18)),r=e(472),_=e(431),c=i.__importDefault(e(432));class u extends r.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(),c.default]}_update_layout(){this.layout=new a.CachedVariadicBox(this.el),this.layout.set_sizing(this.box_sizing())}render(){super.render();const e=Object.assign(Object.assign({},this.model.style),{display:\"inline-block\"});this.markup_el=n.div({class:_.bk_clearfix,style:e}),this.el.appendChild(this.markup_el)}}s.MarkupView=u,u.__name__=\"MarkupView\";class o extends r.Widget{constructor(e){super(e)}static init_Markup(){this.define({text:[l.String,\"\"],style:[l.Any,{}]})}}s.Markup=o,o.__name__=\"Markup\",o.init_Markup()},\n", + " 431: function _(e,c,f){Object.defineProperty(f,\"__esModule\",{value:!0}),f.bk_clearfix=\"bk-clearfix\"},\n", + " 432: function _(e,n,t){Object.defineProperty(t,\"__esModule\",{value:!0});t.default='\\n.bk-root .bk-clearfix:before,\\n.bk-root .bk-clearfix:after {\\n content: \"\";\\n display: table;\\n}\\n.bk-root .bk-clearfix:after {\\n clear: both;\\n}\\n'},\n", + " 433: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),s=e(404),o=e(313),_=e(72),d=n.__importStar(e(18)),l=e(8),r=e(173),u=e(281),c=e(282),h=n.__importDefault(e(284));class p extends s.AbstractButtonView{constructor(){super(...arguments),this._open=!1}styles(){return[...super.styles(),h.default]}render(){super.render();const e=_.div({class:[c.bk_caret,r.bk_down]});if(this.model.is_split){const t=this._render_button(e);t.classList.add(u.bk_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 _.div({class:c.bk_divider});{const i=l.isString(e)?e:e[0],n=_.div({},i);return n.addEventListener(\"click\",()=>this._item_click(t)),n}});this.menu=_.div({class:[c.bk_menu,r.bk_below]},t),this.el.appendChild(this.menu),_.undisplay(this.menu)}_show_menu(){if(!this._open){this._open=!0,_.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,_.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 o.ButtonClick),super.click()):this._toggle_menu()}_item_click(e){this._hide_menu();const t=this.model.menu[e];if(null!=t){const i=l.isString(t)?t:t[1];l.isString(i)?this.model.trigger_event(new o.MenuItemClick(i)):i.execute(this.model,{index:e})}}}i.DropdownView=p,p.__name__=\"DropdownView\";class m extends s.AbstractButton{constructor(e){super(e)}static init_Dropdown(){this.prototype.default_view=p,this.define({split:[d.Boolean,!1],menu:[d.Array,[]]}),this.override({label:\"Dropdown\"})}get is_split(){return this.split}}i.Dropdown=m,m.__name__=\"Dropdown\",m.init_Dropdown()},\n", + " 434: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const l=e(1).__importStar(e(18)),s=e(472);class n extends s.WidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.change,()=>this.render()),this.connect(this.model.properties.width.change,()=>this.render())}render(){null==this.dialogEl&&(this.dialogEl=document.createElement(\"input\"),this.dialogEl.type=\"file\",this.dialogEl.multiple=this.model.multiple,this.dialogEl.onchange=()=>{const{files:e}=this.dialogEl;null!=e&&this.load_files(e)},this.el.appendChild(this.dialogEl)),null!=this.model.accept&&\"\"!=this.model.accept&&(this.dialogEl.accept=this.model.accept),this.dialogEl.style.width=\"{this.model.width}px\",this.dialogEl.disabled=this.model.disabled}async load_files(e){const t=[],i=[],l=[];let s;for(s=0;s{const l=new FileReader;l.onload=()=>{var s;const{result:n}=l;null!=n?t(n):i(null!==(s=l.error)&&void 0!==s?s:new Error(`unable to read 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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,s;return l.isString(e)?t=s=e:[t,s]=e,n.option({value:t},s)});this.select_el=n.select({multiple:!0,class:r.bk_input,name:this.model.name,disabled:this.model.disabled},e),this.select_el.addEventListener(\"change\",()=>this.change_input()),this.group_el.appendChild(this.select_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.select_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.select_el.focus()}}s.MultiSelectView=h,h.__name__=\"MultiSelectView\";class d extends c.InputWidget{constructor(e){super(e)}static init_MultiSelect(){this.prototype.default_view=h,this.define({value:[o.Array,[]],options:[o.Array,[]],size:[o.Number,4]})}}s.MultiSelect=d,d.__name__=\"MultiSelect\",d.init_MultiSelect()},\n", + " 436: function _(a,e,r){Object.defineProperty(r,\"__esModule\",{value:!0});const t=a(430),p=a(72);class s extends t.MarkupView{render(){super.render();const a=p.p({style:{margin:0}},this.model.text);this.markup_el.appendChild(a)}}r.ParagraphView=s,s.__name__=\"ParagraphView\";class i extends t.Markup{constructor(a){super(a)}static init_Paragraph(){this.prototype.default_view=s}}r.Paragraph=i,i.__name__=\"Paragraph\",i.init_Paragraph()},\n", + " 437: function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});const n=e(409);class r extends n.TextInputView{render(){super.render(),this.input_el.type=\"password\"}}s.PasswordInputView=r,r.__name__=\"PasswordInputView\";class p extends n.TextInput{constructor(e){super(e)}static init_PasswordInput(){this.prototype.default_view=r}}s.PasswordInput=p,p.__name__=\"PasswordInput\",p.init_PasswordInput()},\n", + " 438: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const l=e(1),s=l.__importDefault(e(439)),o=e(72),n=e(8),h=e(217),a=l.__importStar(e(18)),c=e(412),u=l.__importDefault(e(440)),d=e(410);class _ extends d.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(),u.default]}_update_layout(){this.layout=new h.CachedVariadicBox(this.el),this.layout.set_sizing(this.box_sizing())}render(){super.render(),this.select_el=o.select({multiple:!0,class:c.bk_input,name:this.model.name,disabled:this.model.disabled}),this.group_el.appendChild(this.select_el);const e=new Set(this.model.value),t=this.model.options.map(t=>{let i,l;return n.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,h=\"choices__button 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d.InputWidget{constructor(e){super(e)}static init_MultiChoice(){this.prototype.default_view=_,this.define({value:[a.Array,[]],options:[a.Array,[]],max_items:[a.Number,null],delete_button:[a.Boolean,!0],placeholder:[a.String,null],option_limit:[a.Number,null],solid:[a.Boolean,!0]})}}i.MultiChoice=r,r.__name__=\"MultiChoice\",r.init_MultiChoice()},\n", + " 439: function _(e,t,i){\n", + " /*! choices.js v9.0.1 | © 2019 Josh Johnson | https://github.com/jshjohnson/Choices#readme */\n", + " var n,s;n=window,s=function(){return 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 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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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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),e}();e.exports=a},function(e,t){var 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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 le(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}},ve=function(e){return void 0===e&&(e=!0),{type:q,active:e}},ge=function(e,t){return{type:$,id:e,highlighted:t}},_e=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}},be=function(e){return{type:\"SET_IS_LOADING\",isLoading:e}};function ye(e,t){for(var i=0;i=0?this._store.getGroupById(s):null;return this._store.dispatch(ge(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(ge(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(ve(!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(ve(!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(ve(!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;if(a||o===h||o===l)u=d>0?this.dropdown.element.querySelector(\"[data-choice-selectable]:last-of-type\"):this.dropdown.element.querySelector(\"[data-choice-selectable]\");else{var p=this.dropdown.element.querySelector(\".\"+this.config.classNames.highlightedState);u=p?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}}(p,\"[data-choice-selectable]\",d):this.dropdown.element.querySelector(\"[data-choice-selectable]\")}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(Ee&&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(_e({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(_e({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;rthis.input_el.name=this.model.name||\"\"),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&&h.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&&h.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=u.input({type:\"text\",class:r.bk_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=>d.test(e)):\"float\"==this.model.mode&&this._set_input_filter(e=>p.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=_,_.__name__=\"NumericInputView\";class m extends s.InputWidget{constructor(e){super(e)}static init_NumericInput(){this.prototype.default_view=_,this.define({value:[o.Number,null],placeholder:[o.String,\"\"],mode:[o.Any,\"int\"],format:[o.Any],low:[o.Number,null],high:[o.Number,null]})}_formatter(e,t){return a.isString(t)?n.format(e,t):t.doFormat([e],{loc:0})[0]}pretty(e){return null!=this.format?this._formatter(e,this.format):\"\"+e}}l.NumericInput=m,m.__name__=\"NumericInput\",m.init_NumericInput()},\n", + " 442: function _(t,_,r){Object.defineProperty(r,\"__esModule\",{value:!0});const e=t(1);e.__exportStar(t(13),r),e.__exportStar(t(9),r),e.__exportStar(t(29),r),e.__exportStar(t(443),r),e.__exportStar(t(8),r),e.__exportStar(t(25),r)},\n", + " 443: function _(e,t,s){Object.defineProperty(s,\"__esModule\",{value:!0});class n{constructor(e){this.seed=e%2147483647,this.seed<=0&&(this.seed+=2147483646)}integer(){return this.seed=48271*this.seed%2147483647,this.seed}float(){return(this.integer()-1)/2147483646}floats(e){const t=new Array(e);for(let s=0;s{n.classes(o).toggle(s.bk_active,t===e)})}}e.RadioButtonGroupView=_,_.__name__=\"RadioButtonGroupView\";class c extends a.ButtonGroup{constructor(t){super(t)}static init_RadioButtonGroup(){this.prototype.default_view=_,this.define({active:[u.Any,null]})}}e.RadioButtonGroup=c,c.__name__=\"RadioButtonGroup\",c.init_RadioButtonGroup()},\n", + " 446: function _(e,i,t){Object.defineProperty(t,\"__esModule\",{value:!0});const n=e(1),a=e(72),s=e(29),o=n.__importStar(e(18)),d=e(417),l=e(173),p=e(412);class r extends d.InputGroupView{render(){super.render();const e=a.div({class:[p.bk_input_group,this.model.inline?l.bk_inline:null]});this.el.appendChild(e);const i=s.uniqueId(),{active:t,labels:n}=this.model;this._inputs=[];for(let s=0;sthis.change_active(s)),this._inputs.push(o),this.model.disabled&&(o.disabled=!0),s==t&&(o.checked=!0);const d=a.label({},o,a.span({},n[s]));e.appendChild(d)}}change_active(e){this.model.active=e}}t.RadioGroupView=r,r.__name__=\"RadioGroupView\";class u extends d.InputGroup{constructor(e){super(e)}static init_RadioGroup(){this.prototype.default_view=r,this.define({active:[o.Number],labels:[o.Array,[]],inline:[o.Boolean,!1]})}}t.RadioGroup=u,u.__name__=\"RadioGroup\",u.init_RadioGroup()},\n", + " 447: function _(e,t,r){Object.defineProperty(r,\"__esModule\",{value:!0});const i=e(1).__importStar(e(188)),a=e(423),n=e(8);class o extends a.AbstractRangeSliderView{}r.RangeSliderView=o,o.__name__=\"RangeSliderView\";class s extends a.AbstractSlider{constructor(e){super(e),this.behaviour=\"drag\",this.connected=[!1,!0,!1]}static init_RangeSlider(){this.prototype.default_view=o,this.override({format:\"0[.]00\"})}_formatter(e,t){return n.isString(t)?i.format(e,t):t.doFormat([e],{loc:0})[0]}}r.RangeSlider=s,s.__name__=\"RangeSlider\",s.init_RangeSlider()},\n", + " 448: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),s=e(72),l=e(8),o=e(13),p=n.__importStar(e(18)),u=e(410),a=e(412);class _ extends u.InputWidgetView{connect_signals(){super.connect_signals();const{value:e,options:t}=this.model.properties;this.on_change(e,()=>{this._update_value()}),this.on_change(t,()=>{s.empty(this.input_el),s.append(this.input_el,...this.options_el())})}options_el(){function e(e){return e.map(e=>{let t,i;return l.isString(e)?t=i=e:[t,i]=e,s.option({value:t},i)})}const{options:t}=this.model;return l.isArray(t)?e(t):o.entries(t).map(([t,i])=>s.optgroup({label:t},e(i)))}render(){super.render(),this.input_el=s.select({class:a.bk_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;null!=e&&0!=e.length&&(this.input_el.value=this.model.value)}}i.SelectView=_,_.__name__=\"SelectView\";class h extends u.InputWidget{constructor(e){super(e)}static init_Select(){this.prototype.default_view=_,this.define({value:[p.String,\"\"],options:[p.Any,[]]})}}i.Select=h,h.__name__=\"Select\",h.init_Select()},\n", + " 449: function _(e,t,r){Object.defineProperty(r,\"__esModule\",{value:!0});const i=e(1).__importStar(e(188)),o=e(423),s=e(8);class _ extends o.AbstractSliderView{}r.SliderView=_,_.__name__=\"SliderView\";class a extends o.AbstractSlider{constructor(e){super(e),this.behaviour=\"tap\",this.connected=[!0,!1]}static init_Slider(){this.prototype.default_view=_,this.override({format:\"0[.]00\"})}_formatter(e,t){return s.isString(t)?i.format(e,t):t.doFormat([e],{loc:0})[0]}}r.Slider=a,a.__name__=\"Slider\",a.init_Slider()},\n", + " 450: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const n=e(1),s=e(441),l=n.__importStar(e(18)),r=e(72),{min:o,max:_,floor:a,abs:h}=Math;function u(e){return a(e)!==e?e.toFixed(16).replace(/0+$/,\"\").split(\".\")[1].length:0}class p extends s.NumericInputView{*buttons(){yield this.btn_up_el,yield this.btn_down_el}initialize(){super.initialize(),this._interval=200}connect_signals(){super.connect_signals();const e=this.model.properties;this.on_change(e.disabled,()=>{for(const e of this.buttons())r.toggle_attribute(e,\"disabled\",this.model.disabled)})}render(){super.render(),this.wrapper_el=r.div({class:\"bk-spin-wrapper\"}),this.group_el.replaceChild(this.wrapper_el,this.input_el),this.btn_up_el=r.button({class:\"bk-spin-btn bk-spin-btn-up\"}),this.btn_down_el=r.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())r.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,r=i&&void 0===n;void 0!==n&&clearTimeout(n),n=setTimeout((function(){n=void 0,i||e.apply(l,s)}),t),r&&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;return _(...[e,t,i].map(h).reduce((e,t)=>(null!=t&&e.push(t),e),[]).map(u))}_start_incrementation(e){clearInterval(this._interval_handle),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._interval_handle),this._interval_handle=setInterval(()=>i(e),this._interval/(t+1))):t>=10&&t<=13&&(clearInterval(this._interval_handle),this._interval_handle=setInterval(()=>i(2*e),this._interval/10))}this.increment(e)};this._interval_handle=setInterval(()=>i(e*t),this._interval)}_stop_incrementation(){clearInterval(this._interval_handle),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._start_incrementation(t)}_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 r.Keys.Up:return e.preventDefault(),this.increment(this.model.step);case r.Keys.Down:return e.preventDefault(),this.increment(-this.model.step);case r.Keys.PageUp:return e.preventDefault(),this.increment(this.model.page_step_multiplier*this.model.step);case r.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?o(0,i):0:e<0&&(this.model.value=null!=i?i:null!=t?_(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=p,p.__name__=\"SpinnerView\";class d extends s.NumericInput{constructor(e){super(e)}static init_Spinner(){this.prototype.default_view=p,this.define({value_throttled:[l.Number,null],step:[l.Number,1],page_step_multiplier:[l.Number,10],wheel_wait:[l.Number,100]}),this.override({mode:\"float\"})}}i.Spinner=d,d.__name__=\"Spinner\",d.init_Spinner()},\n", + " 451: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1),n=e(410),l=e(72),h=s.__importStar(e(18)),o=e(412);class a extends n.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.name.change,()=>this.input_el.name=this.model.name||\"\"),this.connect(this.model.properties.value.change,()=>this.input_el.value=this.model.value),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.rows.change,()=>this.input_el.rows=this.model.rows),this.connect(this.model.properties.cols.change,()=>this.input_el.cols=this.model.cols),this.connect(this.model.properties.max_length.change,()=>this.input_el.maxLength=this.model.max_length)}render(){super.render(),this.input_el=l.textarea({class:o.bk_input,name:this.model.name,disabled:this.model.disabled,placeholder:this.model.placeholder,cols:this.model.cols,rows:this.model.rows,maxLength:this.model.max_length}),this.input_el.textContent=this.model.value,this.input_el.addEventListener(\"change\",()=>this.change_input()),this.group_el.appendChild(this.input_el)}change_input(){this.model.value=this.input_el.value,super.change_input()}}i.TextAreaInputView=a,a.__name__=\"TextAreaInputView\";class p extends n.InputWidget{constructor(e){super(e)}static init_TextAreaInput(){this.prototype.default_view=a,this.define({value:[h.String,\"\"],value_input:[h.String,\"\"],placeholder:[h.String,\"\"],cols:[h.Number,20],rows:[h.Number,2],max_length:[h.Number,500]})}}i.TextAreaInput=p,p.__name__=\"TextAreaInput\",p.init_TextAreaInput()},\n", + " 452: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1),c=e(404),o=e(72),a=s.__importStar(e(18)),n=e(173);class l extends c.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(){o.classes(this.button_el).toggle(n.bk_active,this.model.active)}}i.ToggleView=l,l.__name__=\"ToggleView\";class _ extends c.AbstractButton{constructor(e){super(e)}static init_Toggle(){this.prototype.default_view=l,this.define({active:[a.Boolean,!1]}),this.override({label:\"Toggle\"})}}i.Toggle=_,_.__name__=\"Toggle\",_.init_Toggle()},\n", + " }, 402, {\"models/widgets/main\":402,\"models/widgets/index\":403,\"models/widgets/abstract_button\":404,\"models/widgets/control\":405,\"models/widgets/widget\":472,\"models/widgets/abstract_icon\":407,\"models/widgets/autocomplete_input\":408,\"models/widgets/text_input\":409,\"models/widgets/input_widget\":410,\"styles/widgets/inputs.css\":411,\"styles/widgets/inputs\":412,\"models/widgets/button\":413,\"models/widgets/checkbox_button_group\":414,\"models/widgets/button_group\":415,\"models/widgets/checkbox_group\":416,\"models/widgets/input_group\":417,\"models/widgets/color_picker\":418,\"models/widgets/date_picker\":419,\"styles/widgets/flatpickr.css\":421,\"models/widgets/date_range_slider\":422,\"models/widgets/abstract_slider\":423,\"styles/widgets/sliders\":425,\"styles/widgets/nouislider.css\":426,\"styles/widgets/sliders.css\":427,\"models/widgets/date_slider\":428,\"models/widgets/div\":429,\"models/widgets/markup\":430,\"styles/clearfix\":431,\"styles/clearfix.css\":432,\"models/widgets/dropdown\":433,\"models/widgets/file_input\":434,\"models/widgets/multiselect\":435,\"models/widgets/paragraph\":436,\"models/widgets/password_input\":437,\"models/widgets/multichoice\":438,\"styles/widgets/choices.css\":440,\"models/widgets/numeric_input\":441,\"api/linalg\":442,\"core/util/random\":443,\"models/widgets/pretext\":444,\"models/widgets/radio_button_group\":445,\"models/widgets/radio_group\":446,\"models/widgets/range_slider\":447,\"models/widgets/selectbox\":448,\"models/widgets/slider\":449,\"models/widgets/spinner\":450,\"models/widgets/textarea_input\":451,\"models/widgets/toggle\":452}, {});\n", + " })\n", + "\n", + "\n", + " /* END bokeh-widgets.min.js */\n", + " },\n", + " \n", + " function(Bokeh) {\n", + " /* BEGIN bokeh-tables.min.js */\n", + " /*!\n", + " * Copyright (c) 2012 - 2020, 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\"], \"2.2.2\");\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", + " 453: function _(e,t,o){Object.defineProperty(o,\"__esModule\",{value:!0});const r=e(1).__importStar(e(454));o.Tables=r;e(7).register_models(r)},\n", + " 454: function _(a,g,r){Object.defineProperty(r,\"__esModule\",{value:!0});const e=a(1);e.__exportStar(a(455),r),e.__exportStar(a(475),r);var t=a(456);r.DataTable=t.DataTable;var o=a(474);r.TableColumn=o.TableColumn;var n=a(473);r.TableWidget=n.TableWidget;var u=a(481);r.AvgAggregator=u.AvgAggregator,r.MinAggregator=u.MinAggregator,r.MaxAggregator=u.MaxAggregator,r.SumAggregator=u.SumAggregator;var l=a(482);r.GroupingInfo=l.GroupingInfo,r.DataCube=l.DataCube},\n", + " 455: function _(e,t,i){Object.defineProperty(i,\"__esModule\",{value:!0});const s=e(1).__importStar(e(18)),r=e(72),a=e(78),n=e(81),l=e(456),u=e(478);class d extends a.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(u.bk_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 r.Keys.Left:case r.Keys.Right:case r.Keys.Up:case r.Keys.Down:case r.Keys.PageUp:case r.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[l.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=d,d.__name__=\"CellEditorView\";class o extends n.Model{}i.CellEditor=o,o.__name__=\"CellEditor\";class _ extends d{get emptyValue(){return\"\"}_createInput(){return r.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=_,_.__name__=\"StringEditorView\";class c extends o{static init_StringEditor(){this.prototype.default_view=_,this.define({completions:[s.Array,[]]})}}i.StringEditor=c,c.__name__=\"StringEditor\",c.init_StringEditor();class p extends d{_createInput(){return r.textarea()}renderEditor(){this.inputEl.focus(),this.inputEl.select()}}i.TextEditorView=p,p.__name__=\"TextEditorView\";class h extends o{static init_TextEditor(){this.prototype.default_view=p}}i.TextEditor=h,h.__name__=\"TextEditor\",h.init_TextEditor();class E extends d{_createInput(){return r.select()}renderEditor(){for(const e of this.model.options)this.inputEl.appendChild(r.option({value:e},e));this.focus()}}i.SelectEditorView=E,E.__name__=\"SelectEditorView\";class V extends o{static init_SelectEditor(){this.prototype.default_view=E,this.define({options:[s.Array,[]]})}}i.SelectEditor=V,V.__name__=\"SelectEditor\",V.init_SelectEditor();class m extends d{_createInput(){return r.input({type:\"text\"})}}i.PercentEditorView=m,m.__name__=\"PercentEditorView\";class f extends 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s=e(1),o=e(457),n=e(461),l=e(462),r=e(463),d=e(29),a=e(8),h=e(9),u=e(13),c=e(19),_=e(472),m=e(473),g=e(474),p=e(478),f=s.__importDefault(e(479)),b=s.__importDefault(e(480));i.DTINDEX_NAME=\"__bkdt_internal_index__\",i.AutosizeModes={fit_columns:\"FCV\",fit_viewport:\"FVC\",force_fit:\"LFF\",none:\"NOA\"};class w{constructor(e,t){this.init(e,t)}init(e,t){if(i.DTINDEX_NAME in e.data)throw new Error(`special name ${i.DTINDEX_NAME} cannot be used as a data table column`);this.source=e,this.view=t,this.index=[...this.view.indices]}getLength(){return this.index.length}getItem(e){const t={};for(const i of u.keys(this.source.data))t[i]=this.source.data[i][this.index[e]];return t[i.DTINDEX_NAME]=this.index[e],t}getField(e,t){return t==i.DTINDEX_NAME?this.index[e]:this.source.data[t][this.index[e]]}setField(e,t,i){const s=this.index[e];this.source.patch({[t]:[[s,i]]})}getRecords(){return h.range(0,this.getLength()).map(e=>this.getItem(e))}getItems(){return this.getRecords()}slice(e,t,i){return 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df[df.LCLid == Name]\n", + " d_curve = hv.Curve(d, 'Date', 'energy(kWh/hh)', label=Name)\n", + " return d_curve\n", + "\n", + "\n", + "dmap = hv.DynamicMap(house_curve, kdims=['Name'])\n", + "dmap = dmap.redim.values(Name=list(df.LCLid.unique()))\n", + "dynspread(datashade(dmap).opts(width=800,\n", + " height=300,\n", + " tools=['xwheel_zoom', 'pan'],\n", + " active_tools=['xwheel_zoom', 'pan'],\n", + " default_tools=['reset', 'save', 'hover']\n", + " ))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:33:17.798444Z", + "start_time": "2020-10-19T05:33:17.707112Z" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Profiling" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:15.418443Z", + "start_time": "2020-10-19T05:40:15.354154Z" + } + }, + "outputs": [], + "source": [ + "# from pandas_profiling import ProfileReport\n", + "# profile = ProfileReport(df, title=\"Pandas Profiling Report\", minimal=True)\n", + "# profile" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Norm" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:15.654837Z", + "start_time": "2020-10-19T05:40:15.422503Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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energy(kWh/hh)monthdayweekhourminutedayofweekvisibilitywindBearingtemperaturedewPointpressureapparentTemperaturewindSpeedhumidityholiday
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mean0.6803306.75039015.80234527.4575111.50426015.0000002.99471011.352912194.29755011.366357.2434701012.91102810.2633403.9011740.7751530.022905
std0.8379633.4229238.81198114.885086.92262715.0000381.9991332.93530290.6072976.075695.18745310.7445437.2568472.0233030.1443990.149601
min0.0010001.0000001.0000001.000000.0000000.0000000.0000000.2700000.000000-3.86000-8.920000975.740000-8.8800000.0400000.2300000.000000
25%0.1380004.0000008.00000015.000006.0000000.0000001.00000010.460000121.0000006.980003.3700001006.9100004.4300002.4200000.6900000.000000
50%0.3070007.00000016.00000028.0000012.00000015.0000003.00000012.260000215.00000011.140007.4700001013.73000011.1400003.6700000.8100000.000000
75%0.87200010.00000023.00000040.0000018.00000030.0000005.00000013.100000254.00000015.7600011.3800001020.13000015.7600005.0700000.8900000.000000
max8.17099912.00000031.00000052.0000023.00000030.0000006.00000016.090000359.00000032.4000019.8800001040.13000032.42000014.8000001.0000001.000000
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energy(kWh/hh)monthdayweekhourminutedayofweekvisibilitywindBearingtemperaturedewPointpressureapparentTemperaturewindSpeedhumidityholidayAcorn_groupedLCLidstdorToU
Date
2013-01-01 12:30:00-0.612594-1.679969-1.679802-1.7774560.0716121.0-0.9977900.6394890.680989-1.210787-0.9953790.452228-1.3385100.1229810.6568416.5313541.00.00.0
2013-01-01 13:00:00-0.591113-1.679969-1.679802-1.7774560.216066-1.0-0.9977900.6156410.625806-1.222309-0.9857410.508071-1.320596-0.0500040.7260946.5313541.00.00.0
2013-01-01 13:30:00-0.597080-1.679969-1.679802-1.7774560.2160661.0-0.9977900.6156410.625806-1.222309-0.9857410.508071-1.320596-0.0500040.7260946.5313541.00.00.0
2013-01-01 14:00:00-0.623334-1.679969-1.679802-1.7774560.360520-1.0-0.9977900.6394890.570623-1.316125-1.0050180.579735-1.364693-0.3218380.9338526.5313541.00.00.0
2013-01-01 14:30:00-0.573213-1.679969-1.679802-1.7774560.3605201.0-0.9977900.6394890.570623-1.316125-1.0050180.579735-1.364693-0.3218380.9338526.5313541.00.00.0
............................................................
2014-02-27 22:00:00-0.594693-1.3878201.270734-1.2400041.516154-1.00.0026460.9018130.239523-1.195974-1.080200-0.673928-1.220001-0.4355140.449083-0.1531080.06.01.0
2014-02-27 22:30:00-0.666296-1.3878201.270734-1.2400041.5161541.00.0026460.9018130.239523-1.195974-1.080200-0.673928-1.220001-0.4355140.449083-0.1531080.06.01.0
2014-02-27 23:00:00-0.644815-1.3878201.270734-1.2400041.660608-1.00.0026460.9120340.062936-1.223955-1.085983-0.771652-1.218623-0.5689590.518336-0.1531080.06.01.0
2014-02-27 23:30:00-0.582760-1.3878201.270734-1.2400041.6606081.00.0026460.9120340.062936-1.223955-1.085983-0.771652-1.218623-0.5689590.518336-0.1531080.06.01.0
2014-02-28 00:00:00-0.706870-1.3878201.384216-1.240004-1.661838-1.00.5028640.435080-0.047431-1.243706-1.101405-0.869376-1.211733-0.6776920.518336-0.1531080.06.01.0
\n", + "

200000 rows × 19 columns

\n", + "
" + ], + "text/plain": [ + " energy(kWh/hh) month day week hour \\\n", + "Date \n", + "2013-01-01 12:30:00 -0.612594 -1.679969 -1.679802 -1.777456 0.071612 \n", + "2013-01-01 13:00:00 -0.591113 -1.679969 -1.679802 -1.777456 0.216066 \n", + "2013-01-01 13:30:00 -0.597080 -1.679969 -1.679802 -1.777456 0.216066 \n", + "2013-01-01 14:00:00 -0.623334 -1.679969 -1.679802 -1.777456 0.360520 \n", + "2013-01-01 14:30:00 -0.573213 -1.679969 -1.679802 -1.777456 0.360520 \n", + "... ... ... ... ... ... \n", + "2014-02-27 22:00:00 -0.594693 -1.387820 1.270734 -1.240004 1.516154 \n", + "2014-02-27 22:30:00 -0.666296 -1.387820 1.270734 -1.240004 1.516154 \n", + "2014-02-27 23:00:00 -0.644815 -1.387820 1.270734 -1.240004 1.660608 \n", + "2014-02-27 23:30:00 -0.582760 -1.387820 1.270734 -1.240004 1.660608 \n", + "2014-02-28 00:00:00 -0.706870 -1.387820 1.384216 -1.240004 -1.661838 \n", + "\n", + " minute dayofweek visibility windBearing temperature \\\n", + "Date \n", + "2013-01-01 12:30:00 1.0 -0.997790 0.639489 0.680989 -1.210787 \n", + "2013-01-01 13:00:00 -1.0 -0.997790 0.615641 0.625806 -1.222309 \n", + "2013-01-01 13:30:00 1.0 -0.997790 0.615641 0.625806 -1.222309 \n", + "2013-01-01 14:00:00 -1.0 -0.997790 0.639489 0.570623 -1.316125 \n", + "2013-01-01 14:30:00 1.0 -0.997790 0.639489 0.570623 -1.316125 \n", + "... ... ... ... ... ... \n", + "2014-02-27 22:00:00 -1.0 0.002646 0.901813 0.239523 -1.195974 \n", + "2014-02-27 22:30:00 1.0 0.002646 0.901813 0.239523 -1.195974 \n", + "2014-02-27 23:00:00 -1.0 0.002646 0.912034 0.062936 -1.223955 \n", + "2014-02-27 23:30:00 1.0 0.002646 0.912034 0.062936 -1.223955 \n", + "2014-02-28 00:00:00 -1.0 0.502864 0.435080 -0.047431 -1.243706 \n", + "\n", + " dewPoint pressure apparentTemperature windSpeed \\\n", + "Date \n", + "2013-01-01 12:30:00 -0.995379 0.452228 -1.338510 0.122981 \n", + "2013-01-01 13:00:00 -0.985741 0.508071 -1.320596 -0.050004 \n", + "2013-01-01 13:30:00 -0.985741 0.508071 -1.320596 -0.050004 \n", + "2013-01-01 14:00:00 -1.005018 0.579735 -1.364693 -0.321838 \n", + "2013-01-01 14:30:00 -1.005018 0.579735 -1.364693 -0.321838 \n", + "... ... ... ... ... \n", + "2014-02-27 22:00:00 -1.080200 -0.673928 -1.220001 -0.435514 \n", + "2014-02-27 22:30:00 -1.080200 -0.673928 -1.220001 -0.435514 \n", + "2014-02-27 23:00:00 -1.085983 -0.771652 -1.218623 -0.568959 \n", + "2014-02-27 23:30:00 -1.085983 -0.771652 -1.218623 -0.568959 \n", + "2014-02-28 00:00:00 -1.101405 -0.869376 -1.211733 -0.677692 \n", + "\n", + " humidity holiday Acorn_grouped LCLid stdorToU \n", + "Date \n", + "2013-01-01 12:30:00 0.656841 6.531354 1.0 0.0 0.0 \n", + "2013-01-01 13:00:00 0.726094 6.531354 1.0 0.0 0.0 \n", + "2013-01-01 13:30:00 0.726094 6.531354 1.0 0.0 0.0 \n", + "2013-01-01 14:00:00 0.933852 6.531354 1.0 0.0 0.0 \n", + "2013-01-01 14:30:00 0.933852 6.531354 1.0 0.0 0.0 \n", + "... ... ... ... ... ... \n", + "2014-02-27 22:00:00 0.449083 -0.153108 0.0 6.0 1.0 \n", + "2014-02-27 22:30:00 0.449083 -0.153108 0.0 6.0 1.0 \n", + "2014-02-27 23:00:00 0.518336 -0.153108 0.0 6.0 1.0 \n", + "2014-02-27 23:30:00 0.518336 -0.153108 0.0 6.0 1.0 \n", + "2014-02-28 00:00:00 0.518336 -0.153108 0.0 6.0 1.0 \n", + "\n", + "[200000 rows x 19 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import sklearn\n", + "from sklearn.preprocessing import StandardScaler, OrdinalEncoder\n", + "from sklearn_pandas import DataFrameMapper\n", + "\n", + "columns_input_numeric = list(df.drop(columns=columns_target)._get_numeric_data().columns)\n", + "columns_categorical = list(set(df.columns)-set(columns_input_numeric)-set(columns_target))\n", + "\n", + "output_scalers = [([n], StandardScaler()) for n in columns_target]\n", + "transformers=output_scalers + \\\n", + "[([n], StandardScaler()) for n in columns_input_numeric] + \\\n", + "[([n], OrdinalEncoder()) for n in columns_categorical]\n", + "scaler = DataFrameMapper(transformers, df_out=True)\n", + "df_norm = scaler.fit_transform(df)\n", + "df_norm" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:16.481582Z", + "start_time": "2020-10-19T05:40:16.413550Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "StandardScaler()" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "output_scaler = next(filter(lambda r:r[0][0] in columns_target, scaler.features))[-1]\n", + "output_scaler" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:16.692901Z", + "start_time": "2020-10-19T05:40:16.485394Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2013-10-08 00:00:00\n" + ] + } + ], + "source": [ + "# split data, with the test in the future\n", + "\n", + "d0 =df_norm.index.min()\n", + "d1 = df_norm.index.max()\n", + "split_time = d0+(d1-d0)*0.8\n", + "split_time = split_time.round('1D')\n", + "print(split_time)\n", + "df_train = df_norm.groupby('LCLid').apply(lambda d:d.loc[:split_time]).reset_index(level=0, drop=True)\n", + "df_test = df_norm.groupby('LCLid').apply(lambda d:d.loc[split_time:]).reset_index(level=0, drop=True)\n", + "# df_test" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.037348Z", + "start_time": "2020-10-19T05:40:16.696237Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + ", , , , , , ])>\n", + ", , , , , ])>\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Show split\n", + "df_train['energy(kWh/hh)'].plot(label='train')\n", + "df_test['energy(kWh/hh)'].plot(label='test')\n", + "plt.ylabel('energy(kWh/hh)')\n", + "plt.legend()\n", + "# ### Dataset\n", + "# These are the columns that we wont know in the future\n", + "# We need to blank them out in x_future\n", + "columns_blank=['visibility',\n", + " 'windBearing', 'temperature', 'dewPoint', 'pressure',\n", + " 'apparentTemperature', 'windSpeed', 'humidity']\n", + "df_trains = [d.resample(freq).first().ffill().dropna() for _,d in df_train.groupby('LCLid')]\n", + "df_tests = [d.resample(freq).first().ffill().dropna() for _,d in df_test.groupby('LCLid')]\n", + "ds_train = Seq2SeqDataSets(df_trains,\n", + " window_past=window_past,\n", + " window_future=window_future,\n", + " columns_blank=columns_blank)\n", + "ds_test = Seq2SeqDataSets(df_tests,\n", + " window_past=window_past,\n", + " window_future=window_future,\n", + " columns_blank=columns_blank)\n", + "print(ds_train)\n", + "print(ds_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.098542Z", + "start_time": "2020-10-19T05:40:18.040901Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[array([[ 0.6572206 , -0.09105182, 0.6410791 , ..., 0. ,\n", + " -2. , 1. ],\n", + " [ 0.6572206 , -0.09105182, 0.6410791 , ..., 0. ,\n", + " -1.9791666 , 1. ],\n", + " [ 0.6572206 , -0.09105182, 0.6410791 , ..., 0. ,\n", + " -1.9583334 , 1. ],\n", + " ...,\n", + " [ 0.6572206 , 0.02243031, 0.70826066, ..., 0. ,\n", + " -0.0625 , 1. ],\n", + " [ 0.6572206 , 0.02243031, 0.70826066, ..., 0. ,\n", + " -0.04166667, 1. ],\n", + " [ 0.6572206 , 0.13591245, 0.70826066, ..., 0. ,\n", + " -0.02083333, 1. ]], dtype=float32),\n", + " array([[-0.6901632 ],\n", + " [-0.68300295],\n", + " [-0.6782295 ],\n", + " [-0.6961301 ],\n", + " [-0.6686825 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monthdayweekhourminutedayofweekvisibilitywindBearingtemperaturedewPointpressureapparentTemperaturewindSpeedhumidityholidayAcorn_groupedLCLidstdorToUtsp_daysis_past
Date
2013-09-16 16:30:000.6572210.022430.7082610.6494281.0-1.4980080.2647390.9679430.377514-0.582844-1.0108440.4680641.477205-1.697750-0.1531081.00.00.0-0.1041671.0
2013-09-16 17:00:000.6572210.022430.7082610.793883-1.0-1.4980080.2647390.9789790.288635-0.665737-0.9885070.3936511.076869-1.697750-0.1531081.00.00.0-0.0833331.0
2013-09-16 17:30:000.6572210.022430.7082610.7938831.0-1.4980080.2647390.9789790.288635-0.665737-0.9885070.3936511.076869-1.697750-0.1531081.00.00.0-0.0625001.0
2013-09-16 18:00:000.6572210.022430.7082610.938337-1.0-1.4980080.5168430.9237960.138857-0.559712-0.9438330.2682520.557914-1.282234-0.1531081.00.00.0-0.0416671.0
2013-09-16 18:30:000.6572210.022430.7082610.9383371.0-1.4980080.5168430.9237960.138857-0.559712-0.9438330.2682520.557914-1.282234-0.1531081.00.00.0-0.0208331.0
\n", + "
" + ], + "text/plain": [ + " month day week hour minute dayofweek \\\n", + "Date \n", + "2013-09-16 16:30:00 0.657221 0.02243 0.708261 0.649428 1.0 -1.498008 \n", + "2013-09-16 17:00:00 0.657221 0.02243 0.708261 0.793883 -1.0 -1.498008 \n", + "2013-09-16 17:30:00 0.657221 0.02243 0.708261 0.793883 1.0 -1.498008 \n", + "2013-09-16 18:00:00 0.657221 0.02243 0.708261 0.938337 -1.0 -1.498008 \n", + "2013-09-16 18:30:00 0.657221 0.02243 0.708261 0.938337 1.0 -1.498008 \n", + "\n", + " visibility windBearing temperature dewPoint pressure \\\n", + "Date \n", + "2013-09-16 16:30:00 0.264739 0.967943 0.377514 -0.582844 -1.010844 \n", + "2013-09-16 17:00:00 0.264739 0.978979 0.288635 -0.665737 -0.988507 \n", + "2013-09-16 17:30:00 0.264739 0.978979 0.288635 -0.665737 -0.988507 \n", + "2013-09-16 18:00:00 0.516843 0.923796 0.138857 -0.559712 -0.943833 \n", + "2013-09-16 18:30:00 0.516843 0.923796 0.138857 -0.559712 -0.943833 \n", + "\n", + " apparentTemperature windSpeed humidity holiday \\\n", + "Date \n", + "2013-09-16 16:30:00 0.468064 1.477205 -1.697750 -0.153108 \n", + "2013-09-16 17:00:00 0.393651 1.076869 -1.697750 -0.153108 \n", + "2013-09-16 17:30:00 0.393651 1.076869 -1.697750 -0.153108 \n", + "2013-09-16 18:00:00 0.268252 0.557914 -1.282234 -0.153108 \n", + "2013-09-16 18:30:00 0.268252 0.557914 -1.282234 -0.153108 \n", + "\n", + " Acorn_grouped LCLid stdorToU tsp_days is_past \n", + "Date \n", + "2013-09-16 16:30:00 1.0 0.0 0.0 -0.104167 1.0 \n", + "2013-09-16 17:00:00 1.0 0.0 0.0 -0.083333 1.0 \n", + "2013-09-16 17:30:00 1.0 0.0 0.0 -0.062500 1.0 \n", + "2013-09-16 18:00:00 1.0 0.0 0.0 -0.041667 1.0 \n", + "2013-09-16 18:30:00 1.0 0.0 0.0 -0.020833 1.0 " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# We can get rows\n", + "x_past, y_past, x_future, y_future = ds_train.get_rows(10)\n", + "\n", + "# Plot one instance, this is what the model sees\n", + "y_past['energy(kWh/hh)'].plot(label='past')\n", + "y_future['energy(kWh/hh)'].plot(ax=plt.gca(), label='future')\n", + "plt.legend()\n", + "plt.ylabel('energy(kWh/hh)')\n", + "\n", + "# Notice we've added on two new columns tsp (time since present) and is_past\n", + "x_past.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.582960Z", + "start_time": "2020-10-19T05:40:18.511125Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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monthdayweekhourminutedayofweekvisibilitywindBearingtemperaturedewPointpressureapparentTemperaturewindSpeedhumidityholidayAcorn_groupedLCLidstdorToUtsp_daysis_past
Date
2013-09-18 16:30:000.6572210.2493950.7082610.6494281.0-0.4975720.830271.7294730.2573620.4118660.4615350.367469-1.0335470.10282-0.1531081.00.00.01.8958330.0
2013-09-18 17:00:000.6572210.2493950.7082610.793883-1.0-0.4975720.830271.7294730.2573620.4118660.4615350.367469-1.0335470.10282-0.1531081.00.00.01.9166670.0
2013-09-18 17:30:000.6572210.2493950.7082610.7938831.0-0.4975720.830271.7294730.2573620.4118660.4615350.367469-1.0335470.10282-0.1531081.00.00.01.9375000.0
2013-09-18 18:00:000.6572210.2493950.7082610.938337-1.0-0.4975720.830271.7294730.2573620.4118660.4615350.367469-1.0335470.10282-0.1531081.00.00.01.9583330.0
2013-09-18 18:30:000.6572210.2493950.7082610.9383371.0-0.4975720.830271.7294730.2573620.4118660.4615350.367469-1.0335470.10282-0.1531081.00.00.01.9791670.0
\n", + "
" + ], + "text/plain": [ + " month day week hour minute \\\n", + "Date \n", + "2013-09-18 16:30:00 0.657221 0.249395 0.708261 0.649428 1.0 \n", + "2013-09-18 17:00:00 0.657221 0.249395 0.708261 0.793883 -1.0 \n", + "2013-09-18 17:30:00 0.657221 0.249395 0.708261 0.793883 1.0 \n", + "2013-09-18 18:00:00 0.657221 0.249395 0.708261 0.938337 -1.0 \n", + "2013-09-18 18:30:00 0.657221 0.249395 0.708261 0.938337 1.0 \n", + "\n", + " dayofweek visibility windBearing temperature \\\n", + "Date \n", + "2013-09-18 16:30:00 -0.497572 0.83027 1.729473 0.257362 \n", + "2013-09-18 17:00:00 -0.497572 0.83027 1.729473 0.257362 \n", + "2013-09-18 17:30:00 -0.497572 0.83027 1.729473 0.257362 \n", + "2013-09-18 18:00:00 -0.497572 0.83027 1.729473 0.257362 \n", + "2013-09-18 18:30:00 -0.497572 0.83027 1.729473 0.257362 \n", + "\n", + " dewPoint pressure apparentTemperature windSpeed \\\n", + "Date \n", + "2013-09-18 16:30:00 0.411866 0.461535 0.367469 -1.033547 \n", + "2013-09-18 17:00:00 0.411866 0.461535 0.367469 -1.033547 \n", + "2013-09-18 17:30:00 0.411866 0.461535 0.367469 -1.033547 \n", + "2013-09-18 18:00:00 0.411866 0.461535 0.367469 -1.033547 \n", + "2013-09-18 18:30:00 0.411866 0.461535 0.367469 -1.033547 \n", + "\n", + " humidity holiday Acorn_grouped LCLid stdorToU \\\n", + "Date \n", + "2013-09-18 16:30:00 0.10282 -0.153108 1.0 0.0 0.0 \n", + "2013-09-18 17:00:00 0.10282 -0.153108 1.0 0.0 0.0 \n", + "2013-09-18 17:30:00 0.10282 -0.153108 1.0 0.0 0.0 \n", + "2013-09-18 18:00:00 0.10282 -0.153108 1.0 0.0 0.0 \n", + "2013-09-18 18:30:00 0.10282 -0.153108 1.0 0.0 0.0 \n", + "\n", + " tsp_days is_past \n", + "Date \n", + "2013-09-18 16:30:00 1.895833 0.0 \n", + "2013-09-18 17:00:00 1.916667 0.0 \n", + "2013-09-18 17:30:00 1.937500 0.0 \n", + "2013-09-18 18:00:00 1.958333 0.0 \n", + "2013-09-18 18:30:00 1.979167 0.0 " + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Notice we've hidden some future columns to prevent cheating\n", + "x_future.tail()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot helpers" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.639326Z", + "start_time": "2020-10-19T05:40:18.586830Z" + }, + "lines_to_end_of_cell_marker": 2, + "lines_to_next_cell": 0 + }, + "outputs": [], + "source": [ + "from seq2seq_time.models.lstm_seq2seq import LSTMSeq2Seq\n", + "from seq2seq_time.models.lstm import LSTM\n", + "from seq2seq_time.models.baseline import BaselineLast\n", + "from seq2seq_time.models.transformer import Transformer\n", + "from seq2seq_time.models.transformer_seq2seq import TransformerSeq2Seq\n", + "# ## Plots" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.721649Z", + "start_time": "2020-10-19T05:40:18.644528Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [], + "source": [ + "def plot_prediction(ds_preds, i):\n", + " \"\"\"Plot a prediction into the future, at a single point in time.\"\"\"\n", + " d = ds_preds.isel(t_source=i)\n", + "\n", + " # Get arrays\n", + " xf = d.t_target\n", + " yp = d.y_pred\n", + " s = d.y_pred_std\n", + " yt = d.y_true\n", + " now = d.t_source.squeeze()\n", + " \n", + " \n", + " plt.figure(figsize=(12, 4))\n", + " \n", + " plt.scatter(xf, yt, label='true', c='k', s=6)\n", + " ylim = plt.ylim()\n", + "\n", + " # plot prediction\n", + " plt.fill_between(xf, yp-2*s, yp+2*s, alpha=0.25,\n", + " facecolor=\"b\",\n", + " interpolate=True,\n", + " label=\"2 std\",)\n", + " plt.plot(xf, yp, label='pred', c='b')\n", + "\n", + " # plot true\n", + " plt.scatter(\n", + " d.t_past,\n", + " d.y_past,\n", + " c='k',\n", + " s=6\n", + " )\n", + " \n", + " # plot a red line for now\n", + " plt.vlines(x=now, ymin=0, ymax=1, label='now', color='r')\n", + " plt.ylim(*ylim)\n", + "\n", + " now=pd.Timestamp(now.values)\n", + " plt.title(f'Prediction NLL={d.nll.mean().item():2.2g}')\n", + " plt.xlabel(f'{now.date()}')\n", + " plt.ylabel('energy(kWh/hh)')\n", + " plt.legend()\n", + " plt.xticks(rotation=45)\n", + " plt.show()\n", + " \n", + "def plot_performance(ds_preds, full=False):\n", + " \"\"\"Multiple plots using xr_preds\"\"\"\n", + " plot_prediction(ds_preds, 24)\n", + " plot_prediction(ds_preds, 480)\n", + "\n", + " ds_preds.mean('t_source').plot.scatter('t_ahead_hours', 'nll') # Mean over all predictions\n", + " n = len(ds_preds.t_source)\n", + " plt.ylabel('Negative Log Likelihood (lower is better)')\n", + " plt.xlabel('Hours ahead')\n", + " plt.title(f'NLL vs time ahead (no. samples={n})')\n", + " plt.show()\n", + "\n", + " # Make a plot of the NLL over time. Does this solution get worse with time?\n", + " if full:\n", + " d = ds_preds.mean('t_ahead').groupby('t_source').mean().plot.scatter('t_source', 'nll')\n", + " plt.xticks(rotation=45)\n", + " plt.title('NLL over source time (lower is better)')\n", + " plt.show()\n", + "\n", + " # A scatter plot is easy with xarray\n", + " if full:\n", + " plt.figure(figsize=(5, 5))\n", + " ds_preds.plot.scatter('y_true', 'y_pred', s=.01)\n", + " plt.show()\n", + " \n", + " print(f'mean_NLL {ds_preds.nll.mean().item():2.2f}')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-18T11:37:24.369849Z", + "start_time": "2020-10-18T11:37:21.316103Z" + }, + "lines_to_next_cell": 2 + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.780864Z", + "start_time": "2020-10-19T05:40:18.727453Z" + } + }, + "outputs": [], + "source": [ + "def plot_hist(trainer):\n", + " try:\n", + " df_hist = pd.read_csv(trainer.logger.experiment.metrics_file_path)\n", + " df_hist['epoch'] = df_hist['epoch'].ffill()\n", + " df_histe = df_hist.set_index('epoch').groupby('epoch').mean()\n", + " if len(df_histe)>1:\n", + " df_histe[['loss/train', 'loss/val']].plot(title='history')\n", + " return df_histe\n", + " except Exception:\n", + " pass" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Lightning" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.846945Z", + "start_time": "2020-10-19T05:40:18.788688Z" + } + }, + "outputs": [], + "source": [ + "import pytorch_lightning as pl\n", + "\n", + "class PL_MODEL(pl.LightningModule):\n", + " def __init__(self, model, lr=3e-4, patience=2):\n", + " super().__init__()\n", + " self._model = model\n", + " self.lr = lr\n", + " self.patience = patience\n", + "\n", + " def forward(self, x_past, y_past, x_future, y_future=None):\n", + " \"\"\"Eval/Predict\"\"\"\n", + " y_dist = self._model(x_past, y_past, x_future)\n", + " return y_dist\n", + "\n", + " def training_step(self, batch, batch_idx, phase='train'):\n", + " x_past, y_past, x_future, y_future = batch\n", + " y_dist = self.forward(*batch)\n", + " loss = -y_dist.log_prob(y_future).mean()\n", + " self.log_dict({f'loss/{phase}':loss})\n", + " return loss\n", + "\n", + " def validation_step(self, batch, batch_idx):\n", + " return self.training_step(batch, batch_idx, phase='val')\n", + "\n", + " def configure_optimizers(self):\n", + " optim = torch.optim.Adam(self.parameters(), lr=self.lr)\n", + " scheduler = torch.optim.lr_scheduler.ReduceLROnPlateau(\n", + " optim,\n", + " patience=self.patience,\n", + " verbose=True,\n", + " min_lr=1e-7,\n", + " )\n", + " return {'optimizer': optim, 'lr_scheduler': scheduler, 'monitor': 'loss/val'}" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:18.963085Z", + "start_time": "2020-10-19T05:40:18.850277Z" + }, + "lines_to_next_cell": 2 + }, + "outputs": [], + "source": [ + "# # Run\n", + "from torch.utils.data import DataLoader\n", + "from pytorch_lightning.loggers import CSVLogger\n", + "from pl_bolts.callbacks import PrintTableMetricsCallback\n", + "from pytorch_lightning.callbacks.early_stopping import EarlyStopping" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:19.027332Z", + "start_time": "2020-10-19T05:40:18.971531Z" + } + }, + "outputs": [], + "source": [ + "# Init data\n", + "x_past, y_past, x_future, y_future = ds_train.get_rows(10)\n", + "input_size = x_past.shape[-1]\n", + "output_size = y_future.shape[-1]\n", + "\n", + "dl_train = DataLoader(ds_train,\n", + " batch_size=batch_size,\n", + " shuffle=True,\n", + " pin_memory=num_workers==0,\n", + " num_workers=num_workers)\n", + "dl_test = DataLoader(ds_test, batch_size=batch_size, num_workers=num_workers)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:26.916992Z", + "start_time": "2020-10-19T05:40:19.031698Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "GPU available: True, used: True\n", + "TPU available: False, using: 0 TPU cores\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", + "\n", + " | Name | Type | Params\n", + "----------------------------------------\n", + "0 | _model | BaselineLast | 1 \n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(HTML(value='Validation sanity check'), FloatProgress(value=1.0, bar_style='info', layout=Layout…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2c4e5be7f11243a4b5d70e14c95e23b2", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(HTML(value='Training'), FloatProgress(value=1.0, bar_style='info', layout=Layout(flex='2'), max…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(HTML(value='Validating'), FloatProgress(value=1.0, bar_style='info', layout=Layout(flex='2'), m…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "None\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "6d22af7a572d45c0bcf2769ce92dc32d", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(HTML(value='predict'), FloatProgress(value=0.0, max=27.0), HTML(value='')))" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "baseline nll: 1.8\n" + ] + } + ], + "source": [ + "# Baseline model\n", + "pt_model = BaselineLast()\n", + "model = PL_MODEL(pt_model).to(device)\n", + "trainer = pl.Trainer(gpus=1,\n", + " max_epochs=1, \n", + " limit_train_batches=0.01,\n", + " logger=CSVLogger(\"logs\",\n", + " name=type(pt_model).__name__),\n", + " )\n", + "trainer.fit(model, dl_train, dl_test)\n", + "print(plot_hist(trainer))\n", + "ds_preds = predict(model.to(device), ds_test.datasets[0], batch_size, device=device, scaler=output_scaler)\n", + "print(f'baseline nll: {ds_preds.nll.mean().item():2.2g}')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T01:45:07.878992Z", + "start_time": "2020-10-19T01:45:07.775810Z" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:40:27.042145Z", + "start_time": "2020-10-19T05:40:26.922340Z" + } + }, + "outputs": [], + "source": [ + "models = [\n", + "# BaselineLast(),\n", + " LSTM(input_size,\n", + " output_size,\n", + " hidden_size=80,\n", + " lstm_layers=3,\n", + " lstm_dropout=0.3),\n", + " Transformer(input_size,\n", + " output_size,\n", + " attention_dropout=0.3,\n", + " nhead=8,\n", + " nlayers=6,\n", + " hidden_size=64),\n", + " LSTMSeq2Seq(input_size,\n", + " output_size,\n", + " hidden_size=64,\n", + " lstm_layers=2,\n", + " lstm_dropout=0.25),\n", + " TransformerSeq2Seq(input_size,\n", + " output_size,\n", + " hidden_size=64,\n", + " nhead=8,\n", + " nlayers=4,\n", + " attention_dropout=0.3),\n", + "# Transformer(input_size,\n", + "# output_size,\n", + "# attention_dropout=0.2,\n", + "# nhead=8,\n", + "# nlayers=6,\n", + "# hidden_size=128),\n", + "# LSTM(input_size,\n", + "# output_size,\n", + "# hidden_size=128,\n", + "# lstm_layers=3,\n", + "# lstm_dropout=0.3),\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-19T05:22:41.150645Z", + "start_time": "2020-10-19T05:22:41.034632Z" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:28:34.600Z" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "GPU available: True, used: True\n", + "TPU available: False, using: 0 TPU cores\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", + "Using native 16bit precision.\n", + "\n", + " | Name | Type | Params\n", + "--------------------------------\n", + "0 | _model | LSTM | 136 K \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LSTM\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(HTML(value='Validation sanity check'), FloatProgress(value=1.0, bar_style='info', layout=Layout…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0b42a6f196704822bb114aa11c3ffa5b", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(HTML(value='Training'), FloatProgress(value=1.0, bar_style='info', layout=Layout(flex='2'), max…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for pt_model in models:\n", + " name = type(pt_model).__name__\n", + " print(name)\n", + "\n", + " # Wrap in lightning\n", + " patience = 2\n", + " model = PL_MODEL(pt_model, patience=patience, lr=3e-4).to(device)\n", + "\n", + " # Trainer\n", + " \n", + " trainer = pl.Trainer(gpus=1,\n", + " min_epochs=1,\n", + " max_epochs=10,\n", + " amp_level='O1',\n", + " precision=16,\n", + " gradient_clip_val=0.5,\n", + " logger=CSVLogger(\"logs\",\n", + " name=type(pt_model).__name__),\n", + " callbacks=[\n", + " EarlyStopping(monitor='loss/val', patience=patience*2),\n", + " PrintTableMetricsCallback()\n", + " ],\n", + " )\n", + "\n", + " # Train\n", + " trainer.fit(model, dl_train, dl_test)\n", + "\n", + " # Performance\n", + " print(plot_hist(trainer))\n", + "\n", + " ds_preds = predict(model.to(device),\n", + " ds_test.datasets[0],\n", + " batch_size,\n", + " device=device,\n", + " scaler=output_scaler)\n", + " plot_performance(ds_preds)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:39:06.800Z" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# holoviews pred" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + } + }, + "outputs": [], + "source": [ + "import holoviews as hv\n", + "from holoviews import opts" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + }, + "scrolled": true + }, + "outputs": [], + "source": [ + "def plot_prediction_now(t_source):\n", + " \"\"\"Plot predictions with holoviews\"\"\"\n", + "\n", + " # Let us pass in an int\n", + " if isinstance(t_source, int):\n", + " t_source = ds_preds.t_source[t_source].to_pandas()\n", + "\n", + " d = ds_preds.sel(t_source=t_source)\n", + "\n", + " # Sometimes there are duplicate time, take the first\n", + " if len(d.t_source.shape) and d.t_source.shape[0] > 0:\n", + " d = d.isel(t_source=0)\n", + " if len(d.t_source.shape) and d.t_source.shape[0] == 0:\n", + " return None\n", + "\n", + " now = d.t_source.to_pandas()\n", + "\n", + " # Plot true\n", + " x = np.concatenate([d.t_past, d.t_target])\n", + " yt = np.concatenate([d.y_past, d.y_true])\n", + " p = hv.Scatter({\n", + " 'x': x,\n", + " 'y': yt\n", + " }, label='true').opts(color='black', framewise=True)\n", + "\n", + " # Get arrays\n", + " xf = d.t_target.values\n", + " yp = d.y_pred\n", + " s = d.y_pred_std\n", + " p *= hv.Curve({\n", + " 'x': xf,\n", + " 'y': yp\n", + " }, label='pred').opts(color='blue')\n", + " p *= hv.Area((xf, yp - 2 * s, yp + 2 * s),\n", + " vdims=['y', 'y2'],\n", + " label='2*std').opts(alpha=0.5, line_width=0)\n", + "\n", + " # plot now line\n", + " p *= hv.VLine(now, label='now').opts(color='red')\n", + " return p.opts(title=f'Prediction at {now}. NLL={d.nll.mean().item():2.2f}')\n", + "\n", + "\n", + "dmap_pred = (hv.DynamicMap(plot_prediction_now, kdims=['t_source'])\n", + " .redim.values(t_source=ds_preds.t_source.to_pandas())\n", + " .opts(width=800,\n", + " height=300, \n", + " ))\n", + "dmap_pred" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + } + }, + "outputs": [], + "source": [ + "def plot_predictions_vs_time(it_ahead):\n", + " \"\"\"Plot predictions vs time with holoviews\"\"\"\n", + "\n", + " d = ds_preds.isel(t_ahead=it_ahead).groupby('t_source').first()\n", + "\n", + " p = hv.Scatter({\n", + " 'x': d.t_source,\n", + " 'y': d.y_true\n", + " }, label='true').opts(color='black')\n", + "\n", + " # Get arrays\n", + " xf = d.t_source.values\n", + " yp = d.y_pred\n", + " s = d.y_pred_std\n", + " p *= hv.Curve({\n", + " 'x': xf,\n", + " 'y': yp\n", + " }, label='pred').opts(color='blue')\n", + " p *= hv.Area((xf, yp - 2 * s, yp + 2 * s),\n", + " vdims=['y', 'y2'],\n", + " label='2*std').opts(alpha=0.5, line_width=0)\n", + "\n", + "\n", + " return p.opts(title=f'Prediction at {it_ahead * pd.Timedelta(freq)} ahead. NLL={d.nll.mean().item():2.2f}')\n", + "\n", + "\n", + "dmap_preds = (hv.DynamicMap(plot_predictions_vs_time, kdims=['it_ahead'])\n", + " .redim.values(it_ahead=range(ds_preds.t_ahead.shape[0]))\n", + " .opts(width=800,\n", + " height=300, \n", + " ))\n", + "dmap_preds\n", + "# plot_prediction2(10).opts(width=800)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + } + }, + "outputs": [], + "source": [ + "d = ds_preds.mean('t_source')['nll'].groupby('t_ahead_hours').mean()\n", + "nll_vs_tahead = hv.Curve((d.t_ahead_hours, d)).redim(x='hours ahead', y='nll').opts(width=800)\n", + "nll_vs_tahead" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + } + }, + "outputs": [], + "source": [ + "d = ds_preds.mean('t_ahead')['nll'].groupby('t_source').mean()\n", + "nll_vs_time = hv.Curve(d).opts(width=800)\n", + "nll_vs_time" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + }, + "scrolled": true + }, + "outputs": [], + "source": [ + "true_vs_pred = hv.Scatter((ds_preds.y_true, ds_preds.y_pred))\n", + "dynspread(datashade(true_vs_pred))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Summarize experiments" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# LR finder" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "start_time": "2020-10-19T05:40:02.000Z" + } + }, + "outputs": [], + "source": [ + "\n", + "# Run learning rate finder\n", + "lr_finder = trainer.tuner.lr_find(model)\n", + "\n", + "# Results can be found in\n", + "lr_finder.results\n", + "\n", + "# Plot with\n", + "fig = lr_finder.plot(suggest=True)\n", + "fig.show()\n", + "\n", + "# Pick point based on plot, or get suggestion\n", + "new_lr = lr_finder.suggestion()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "jupytext": { + "encoding": "# -*- coding: utf-8 -*-", + "formats": "ipynb,py:light" + }, + "kernelspec": { + "display_name": "seq2seq-time", + "language": "python", + "name": "seq2seq-time" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": { + "height": "calc(100% - 180px)", + "left": "10px", + "top": "150px", + "width": "307.2px" + }, + "toc_section_display": true, + "toc_window_display": true + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/02.0-mike-RNN_Timeseries_Seq2Seq.py b/notebooks/02.0-mike-RNN_Timeseries_Seq2Seq.py new file mode 100644 index 0000000..f7cc8d4 --- /dev/null +++ b/notebooks/02.0-mike-RNN_Timeseries_Seq2Seq.py @@ -0,0 +1,676 @@ +# -*- coding: utf-8 -*- +# --- +# jupyter: +# jupytext: +# formats: ipynb,py:light +# text_representation: +# extension: .py +# format_name: light +# format_version: '1.5' +# jupytext_version: 1.6.0 +# kernelspec: +# display_name: seq2seq-time +# language: python +# name: seq2seq-time +# --- + +# # Sequence to Sequence Models for Timeseries Regression +# +# +# In this notebook we are going to tackle a harder problem: +# - predicting the future on a timeseries +# - using an LSTM +# - with rough uncertainty (uncalibrated) +# - outputing sequence of predictions +# +# +# +# +# https://medium.com/@boitemailjeanmid/smart-meters-in-london-part1-description-and-first-insights-jean-michel-d-db97af2de71b +# + +# OPTIONAL: Load the "autoreload" extension so that code can change. But blacklist large modules +# %load_ext autoreload +# %autoreload 2 +# %aimport -pandas +# %aimport -torch +# %aimport -numpy +# %aimport -matplotlib +# %aimport -dask +# %aimport -tqdm +# %matplotlib inline + +# + +# Imports +import torch +from torch import nn, optim +from torch.nn import functional as F +from torch.autograd import Variable +import torch +import torch.utils.data + +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +plt.rcParams['figure.figsize'] = (12.0, 3.0) +plt.style.use('ggplot') + +from pathlib import Path +from tqdm.auto import tqdm + +import pytorch_lightning as pl +# - + +from seq2seq_time.data.dataset import Seq2SeqDataSet, Seq2SeqDataSets +from seq2seq_time.predict import predict + +import logging, sys +# logging.basicConfig(stream=sys.stdout, level=logging.INFO) + +# ## Parameters + +# + +device = "cuda" if torch.cuda.is_available() else "cpu" +print(f'using {device}') + +columns_target=['energy(kWh/hh)'] +window_past = 48*2 +window_future = 48*2 +batch_size = 256 +num_workers = 5 +freq = '30T' +max_rows = 2e5 + + +# - + +# ## Load data + +# + + +def get_smartmeter_df(indir=Path('../data/raw/smart-meters-in-london'), max_files=1): + """ + Data loading and cleanding is always messy, so understand this code is optional. + """ + + # Load csv files + csv_files = sorted((indir/'halfhourly_dataset').glob('*.csv'))[:max_files] + + # concatendate them + df = pd.concat([pd.read_csv(f, parse_dates=[1], na_values=['Null']) for f in csv_files]) + + # Add ACORN categories + df_households = pd.read_csv(indir/'informations_households.csv') + df_households = df_households[['LCLid', 'stdorToU', 'Acorn_grouped']] + df = pd.merge(df, df_households, on='LCLid') + + + df = df.sort_values(['tstp', 'LCLid']) + + df = df.set_index('tstp') + + # Drop nan and 0's + df = df[df['energy(kWh/hh)']!=0] + df = df.dropna() + + # Add time features + time = df.index.to_series() + df["month"] = time.dt.month + df['day'] = time.dt.day + df['week'] = time.dt.week + df['hour'] = time.dt.hour + df['minute'] = time.dt.minute + df['dayofweek'] = time.dt.dayofweek + + # Load weather data + df_weather = pd.read_csv(indir/'weather_hourly_darksky.csv', parse_dates=[3]) + use_cols = ['visibility', 'windBearing', 'temperature', 'time', 'dewPoint', + 'pressure', 'apparentTemperature', 'windSpeed', + 'humidity'] + df_weather = df_weather[use_cols].set_index('time') + df_weather = df_weather.resample(freq).first().ffill() # Resample to match energy data + + # Join weather and energy data + df = pd.merge(df, df_weather, how='inner', left_index=True, right_index=True, sort=True) + + # Holidays + df_hols = pd.read_csv(indir/'uk_bank_holidays.csv', parse_dates=[0]) + holidays = set(df_hols['Bank holidays'].dt.round('D')) + def is_holiday(dt): + return dt in holidays + days = df.index.floor('D') + holiday_mapping = days.unique().to_series().apply(is_holiday).astype(int).to_dict() + df['holiday'] = days.to_series().map(holiday_mapping).values + + # sort + df = df.reset_index().sort_values(['LCLid', 'index']).set_index('index') + df.index.name = 'Date' + + return df +# - +# Our dataset is the london smartmeter data. But at half hour intervals + +# + +df = get_smartmeter_df() + +# # Just get the first one for now +# dfs = list(dfs) + +# # df = df.resample(freq).first().dropna() # Where empty we will backfill, this will respect causality, and mostly maintain the mean + +df = df.tail(int(max_rows)).copy() # Just use last X rows +# df = pd.concat(dfs[:6], 0) +# # df = dfs[0] +df.LCLid.value_counts() +# - + + + +# ### Plot/explore + +df + + + +# + +import holoviews as hv +from holoviews import opts + +from holoviews.plotting.links import RangeToolLink + +import datashader as ds + +from holoviews.operation.datashader import datashade, shade, dynspread, rasterize +from holoviews.operation import decimate + +hv.extension('bokeh') + + +def house_curve(Name=None): + if isinstance(Name, int): + name = df.LCLid.unique()[Name] + d = df[df.LCLid == Name] + d_curve = hv.Curve(d, 'Date', 'energy(kWh/hh)', label=Name) + return d_curve + + +dmap = hv.DynamicMap(house_curve, kdims=['Name']) +dmap = dmap.redim.values(Name=list(df.LCLid.unique())) +dynspread(datashade(dmap).opts(width=800, + height=300, + tools=['xwheel_zoom', 'pan'], + active_tools=['xwheel_zoom', 'pan'], + default_tools=['reset', 'save', 'hover'] + )) +# - + + + + +# ### Profiling + +# + +# from pandas_profiling import ProfileReport +# profile = ProfileReport(df, title="Pandas Profiling Report", minimal=True) +# profile +# - + +# ### Norm + +df.describe() + +# + +import sklearn +from sklearn.preprocessing import StandardScaler, OrdinalEncoder +from sklearn_pandas import DataFrameMapper + +columns_input_numeric = list(df.drop(columns=columns_target)._get_numeric_data().columns) +columns_categorical = list(set(df.columns)-set(columns_input_numeric)-set(columns_target)) + +output_scalers = [([n], StandardScaler()) for n in columns_target] +transformers=output_scalers + \ +[([n], StandardScaler()) for n in columns_input_numeric] + \ +[([n], OrdinalEncoder()) for n in columns_categorical] +scaler = DataFrameMapper(transformers, df_out=True) +df_norm = scaler.fit_transform(df) +df_norm +# - + +output_scaler = next(filter(lambda r:r[0][0] in columns_target, scaler.features))[-1] +output_scaler + +# + +# split data, with the test in the future + +d0 =df_norm.index.min() +d1 = df_norm.index.max() +split_time = d0+(d1-d0)*0.8 +split_time = split_time.round('1D') +print(split_time) +df_train = df_norm.groupby('LCLid').apply(lambda d:d.loc[:split_time]).reset_index(level=0, drop=True) +df_test = df_norm.groupby('LCLid').apply(lambda d:d.loc[split_time:]).reset_index(level=0, drop=True) +# df_test +# - + +# Show split +df_train['energy(kWh/hh)'].plot(label='train') +df_test['energy(kWh/hh)'].plot(label='test') +plt.ylabel('energy(kWh/hh)') +plt.legend() +# ### Dataset +# These are the columns that we wont know in the future +# We need to blank them out in x_future +columns_blank=['visibility', + 'windBearing', 'temperature', 'dewPoint', 'pressure', + 'apparentTemperature', 'windSpeed', 'humidity'] +df_trains = [d.resample(freq).first().ffill().dropna() for _,d in df_train.groupby('LCLid')] +df_tests = [d.resample(freq).first().ffill().dropna() for _,d in df_test.groupby('LCLid')] +ds_train = Seq2SeqDataSets(df_trains, + window_past=window_past, + window_future=window_future, + columns_blank=columns_blank) +ds_test = Seq2SeqDataSets(df_tests, + window_past=window_past, + window_future=window_future, + columns_blank=columns_blank) +print(ds_train) +print(ds_test) +# we can treat it like an array +ds_train[0] +len(ds_train) +ds_train[-1] + +# + +# We can get rows +x_past, y_past, x_future, y_future = ds_train.get_rows(10) + +# Plot one instance, this is what the model sees +y_past['energy(kWh/hh)'].plot(label='past') +y_future['energy(kWh/hh)'].plot(ax=plt.gca(), label='future') +plt.legend() +plt.ylabel('energy(kWh/hh)') + +# Notice we've added on two new columns tsp (time since present) and is_past +x_past.tail() +# - + +# Notice we've hidden some future columns to prevent cheating +x_future.tail() + +# ## Plot helpers + +from seq2seq_time.models.lstm_seq2seq import LSTMSeq2Seq +from seq2seq_time.models.lstm import LSTM +from seq2seq_time.models.baseline import BaselineLast +from seq2seq_time.models.transformer import Transformer +from seq2seq_time.models.transformer_seq2seq import TransformerSeq2Seq +# ## Plots +# + +def plot_prediction(ds_preds, i): + """Plot a prediction into the future, at a single point in time.""" + d = ds_preds.isel(t_source=i) + + # Get arrays + xf = d.t_target + yp = d.y_pred + s = d.y_pred_std + yt = d.y_true + now = d.t_source.squeeze() + + + plt.figure(figsize=(12, 4)) + + plt.scatter(xf, yt, label='true', c='k', s=6) + ylim = plt.ylim() + + # plot prediction + plt.fill_between(xf, yp-2*s, yp+2*s, alpha=0.25, + facecolor="b", + interpolate=True, + label="2 std",) + plt.plot(xf, yp, label='pred', c='b') + + # plot true + plt.scatter( + d.t_past, + d.y_past, + c='k', + s=6 + ) + + # plot a red line for now + plt.vlines(x=now, ymin=0, ymax=1, label='now', color='r') + plt.ylim(*ylim) + + now=pd.Timestamp(now.values) + plt.title(f'Prediction NLL={d.nll.mean().item():2.2g}') + plt.xlabel(f'{now.date()}') + plt.ylabel('energy(kWh/hh)') + plt.legend() + plt.xticks(rotation=45) + plt.show() + +def plot_performance(ds_preds, full=False): + """Multiple plots using xr_preds""" + plot_prediction(ds_preds, 24) + plot_prediction(ds_preds, 480) + + ds_preds.mean('t_source').plot.scatter('t_ahead_hours', 'nll') # Mean over all predictions + n = len(ds_preds.t_source) + plt.ylabel('Negative Log Likelihood (lower is better)') + plt.xlabel('Hours ahead') + plt.title(f'NLL vs time ahead (no. samples={n})') + plt.show() + + # Make a plot of the NLL over time. Does this solution get worse with time? + if full: + d = ds_preds.mean('t_ahead').groupby('t_source').mean().plot.scatter('t_source', 'nll') + plt.xticks(rotation=45) + plt.title('NLL over source time (lower is better)') + plt.show() + + # A scatter plot is easy with xarray + if full: + plt.figure(figsize=(5, 5)) + ds_preds.plot.scatter('y_true', 'y_pred', s=.01) + plt.show() + + print(f'mean_NLL {ds_preds.nll.mean().item():2.2f}') +# - + + + +def plot_hist(trainer): + try: + df_hist = pd.read_csv(trainer.logger.experiment.metrics_file_path) + df_hist['epoch'] = df_hist['epoch'].ffill() + df_histe = df_hist.set_index('epoch').groupby('epoch').mean() + if len(df_histe)>1: + df_histe[['loss/train', 'loss/val']].plot(title='history') + return df_histe + except Exception: + pass + + +# ## Lightning + +# + +import pytorch_lightning as pl + +class PL_MODEL(pl.LightningModule): + def __init__(self, model, lr=3e-4, patience=2): + super().__init__() + self._model = model + self.lr = lr + self.patience = patience + + def forward(self, x_past, y_past, x_future, y_future=None): + """Eval/Predict""" + y_dist = self._model(x_past, y_past, x_future) + return y_dist + + def training_step(self, batch, batch_idx, phase='train'): + x_past, y_past, x_future, y_future = batch + y_dist = self.forward(*batch) + loss = -y_dist.log_prob(y_future).mean() + self.log_dict({f'loss/{phase}':loss}) + return loss + + def validation_step(self, batch, batch_idx): + return self.training_step(batch, batch_idx, phase='val') + + def configure_optimizers(self): + optim = torch.optim.Adam(self.parameters(), lr=self.lr) + scheduler = torch.optim.lr_scheduler.ReduceLROnPlateau( + optim, + patience=self.patience, + verbose=True, + min_lr=1e-7, + ) + return {'optimizer': optim, 'lr_scheduler': scheduler, 'monitor': 'loss/val'} + + +# - + +# # Run +from torch.utils.data import DataLoader +from pytorch_lightning.loggers import CSVLogger +from pl_bolts.callbacks import PrintTableMetricsCallback +from pytorch_lightning.callbacks.early_stopping import EarlyStopping + + +# + +# Init data +x_past, y_past, x_future, y_future = ds_train.get_rows(10) +input_size = x_past.shape[-1] +output_size = y_future.shape[-1] + +dl_train = DataLoader(ds_train, + batch_size=batch_size, + shuffle=True, + pin_memory=num_workers==0, + num_workers=num_workers) +dl_test = DataLoader(ds_test, batch_size=batch_size, num_workers=num_workers) +# - + +# Baseline model +pt_model = BaselineLast() +model = PL_MODEL(pt_model).to(device) +trainer = pl.Trainer(gpus=1, + max_epochs=1, + limit_train_batches=0.01, + logger=CSVLogger("logs", + name=type(pt_model).__name__), + ) +trainer.fit(model, dl_train, dl_test) +print(plot_hist(trainer)) +ds_preds = predict(model.to(device), ds_test.datasets[0], batch_size, device=device, scaler=output_scaler) +print(f'baseline nll: {ds_preds.nll.mean().item():2.2g}') + + + +models = [ +# BaselineLast(), + LSTM(input_size, + output_size, + hidden_size=80, + lstm_layers=3, + lstm_dropout=0.3), + Transformer(input_size, + output_size, + attention_dropout=0.3, + nhead=8, + nlayers=6, + hidden_size=64), + LSTMSeq2Seq(input_size, + output_size, + hidden_size=64, + lstm_layers=2, + lstm_dropout=0.25), + TransformerSeq2Seq(input_size, + output_size, + hidden_size=64, + nhead=8, + nlayers=4, + attention_dropout=0.3), +# Transformer(input_size, +# output_size, +# attention_dropout=0.2, +# nhead=8, +# nlayers=6, +# hidden_size=128), +# LSTM(input_size, +# output_size, +# hidden_size=128, +# lstm_layers=3, +# lstm_dropout=0.3), +] + + + + + +for pt_model in models: + name = type(pt_model).__name__ + print(name) + + # Wrap in lightning + patience = 2 + model = PL_MODEL(pt_model, patience=patience, lr=3e-4).to(device) + + # Trainer + + trainer = pl.Trainer(gpus=1, + min_epochs=1, + max_epochs=10, + amp_level='O1', + precision=16, + gradient_clip_val=0.5, + logger=CSVLogger("logs", + name=type(pt_model).__name__), + callbacks=[ + EarlyStopping(monitor='loss/val', patience=patience*2), + PrintTableMetricsCallback() + ], + ) + + # Train + trainer.fit(model, dl_train, dl_test) + + # Performance + print(plot_hist(trainer)) + + ds_preds = predict(model.to(device), + ds_test.datasets[0], + batch_size, + device=device, + scaler=output_scaler) + plot_performance(ds_preds) + + + +# # holoviews pred + +import holoviews as hv +from holoviews import opts + + +# + +def plot_prediction_now(t_source): + """Plot predictions with holoviews""" + + # Let us pass in an int + if isinstance(t_source, int): + t_source = ds_preds.t_source[t_source].to_pandas() + + d = ds_preds.sel(t_source=t_source) + + # Sometimes there are duplicate time, take the first + if len(d.t_source.shape) and d.t_source.shape[0] > 0: + d = d.isel(t_source=0) + if len(d.t_source.shape) and d.t_source.shape[0] == 0: + return None + + now = d.t_source.to_pandas() + + # Plot true + x = np.concatenate([d.t_past, d.t_target]) + yt = np.concatenate([d.y_past, d.y_true]) + p = hv.Scatter({ + 'x': x, + 'y': yt + }, label='true').opts(color='black', framewise=True) + + # Get arrays + xf = d.t_target.values + yp = d.y_pred + s = d.y_pred_std + p *= hv.Curve({ + 'x': xf, + 'y': yp + }, label='pred').opts(color='blue') + p *= hv.Area((xf, yp - 2 * s, yp + 2 * s), + vdims=['y', 'y2'], + label='2*std').opts(alpha=0.5, line_width=0) + + # plot now line + p *= hv.VLine(now, label='now').opts(color='red') + return p.opts(title=f'Prediction at {now}. NLL={d.nll.mean().item():2.2f}') + + +dmap_pred = (hv.DynamicMap(plot_prediction_now, kdims=['t_source']) + .redim.values(t_source=ds_preds.t_source.to_pandas()) + .opts(width=800, + height=300, + )) +dmap_pred + + +# + +def plot_predictions_vs_time(it_ahead): + """Plot predictions vs time with holoviews""" + + d = ds_preds.isel(t_ahead=it_ahead).groupby('t_source').first() + + p = hv.Scatter({ + 'x': d.t_source, + 'y': d.y_true + }, label='true').opts(color='black') + + # Get arrays + xf = d.t_source.values + yp = d.y_pred + s = d.y_pred_std + p *= hv.Curve({ + 'x': xf, + 'y': yp + }, label='pred').opts(color='blue') + p *= hv.Area((xf, yp - 2 * s, yp + 2 * s), + vdims=['y', 'y2'], + label='2*std').opts(alpha=0.5, line_width=0) + + + return p.opts(title=f'Prediction at {it_ahead * pd.Timedelta(freq)} ahead. NLL={d.nll.mean().item():2.2f}') + + +dmap_preds = (hv.DynamicMap(plot_predictions_vs_time, kdims=['it_ahead']) + .redim.values(it_ahead=range(ds_preds.t_ahead.shape[0])) + .opts(width=800, + height=300, + )) +dmap_preds +# plot_prediction2(10).opts(width=800) +# - + +d = ds_preds.mean('t_source')['nll'].groupby('t_ahead_hours').mean() +nll_vs_tahead = hv.Curve((d.t_ahead_hours, d)).redim(x='hours ahead', y='nll').opts(width=800) +nll_vs_tahead + +d = ds_preds.mean('t_ahead')['nll'].groupby('t_source').mean() +nll_vs_time = hv.Curve(d).opts(width=800) +nll_vs_time + +true_vs_pred = hv.Scatter((ds_preds.y_true, ds_preds.y_pred)) +dynspread(datashade(true_vs_pred)) + +# # Summarize experiments + +# # LR finder + +# + + +# Run learning rate finder +lr_finder = trainer.tuner.lr_find(model) + +# Results can be found in +lr_finder.results + +# Plot with +fig = lr_finder.plot(suggest=True) +fig.show() + +# Pick point based on plot, or get suggestion +new_lr = lr_finder.suggestion() +# - + + diff --git a/requirements/environment.max.yaml b/requirements/environment.max.yaml index a485d98..4781f05 100644 --- a/requirements/environment.max.yaml +++ b/requirements/environment.max.yaml @@ -21,6 +21,7 @@ dependencies: - blas=1.0=mkl - bleach=3.2.1=pyh9f0ad1d_0 - blinker=1.4=py_1 + - bokeh=2.2.2=py37hc8dfbb8_0 - botocore=1.18.18=pyh9f0ad1d_0 - brotlipy=0.7.0=py37hb5d75c8_1001 - c-ares=1.16.1=h516909a_3 @@ -30,14 +31,23 @@ dependencies: - cffi=1.14.3=py37h00ebd2e_1 - chardet=3.0.4=py37he5f6b98_1008 - click=7.1.2=pyh9f0ad1d_0 + - cloudpickle=1.6.0=py_0 - colorama=0.4.3=py_0 + - colorcet=2.0.2=py_0 + - confuse=1.3.0=pyh9f0ad1d_0 - cryptography=3.1.1=py37hff6837a_1 - cudatoolkit=10.2.89=hfd86e86_1 - cycler=0.10.0=py_2 + - cytoolz=0.11.0=py37h8f50634_1 + - dask=2.30.0=py_0 + - dask-core=2.30.0=py_0 - dataclasses=0.7=py37_0 + - datashader=0.11.1=pyh9f0ad1d_0 + - datashape=0.5.4=py_1 - dbus=1.13.18=hb2f20db_0 - decorator=4.4.2=py_0 - defusedxml=0.6.0=py_0 + - distributed=2.30.0=py37hc8dfbb8_1 - docutils=0.15.2=py37_0 - entrypoints=0.3=py37hc8dfbb8_1002 - expat=2.2.10=he6710b0_2 @@ -52,8 +62,12 @@ dependencies: - grpcio=1.31.0=py37hb0870dc_0 - gst-plugins-base=1.14.5=h0935bb2_2 - gstreamer=1.14.5=h36ae1b5_2 + - heapdict=1.0.1=py_0 + - holoviews=1.13.4=pyh9f0ad1d_0 + - htmlmin=0.1.12=py_1 - icu=67.1=he1b5a44_0 - idna=2.10=pyh9f0ad1d_0 + - imagehash=4.1.0=pyh9f0ad1d_0 - importlib-metadata=2.0.0=py37hc8dfbb8_0 - importlib_metadata=2.0.0=1 - iniconfig=1.1.1=py_0 @@ -101,16 +115,21 @@ dependencies: - libxcb=1.14=h7b6447c_0 - libxkbcommon=0.10.0=he1b5a44_0 - libxml2=2.9.10=h68273f3_2 + - llvmlite=0.34.0=py37h5202443_2 + - locket=0.2.0=py_2 - lz4-c=1.9.2=he1b5a44_3 - markdown=3.3.1=pyh9f0ad1d_0 - markupsafe=1.1.1=py37hb5d75c8_2 - matplotlib=3.3.2=py37hc8dfbb8_1 - matplotlib-base=3.3.2=py37hc9afd2a_1 - mccabe=0.6.1=py_1 + - missingno=0.4.2=py_1 - mistune=0.8.4=py37h8f50634_1002 - mkl=2020.2=256 - more-itertools=8.5.0=py_0 + - msgpack-python=1.0.0=py37h99015e2_2 - multidict=4.7.6=py37h7b6447c_1 + - multipledispatch=0.6.0=py_0 - mypy=0.790=py_0 - mypy_extensions=0.4.3=py37hc8dfbb8_1 - mysql-common=8.0.21=2 @@ -120,22 +139,30 @@ dependencies: - nbformat=5.0.8=py_0 - ncurses=6.2=he1b5a44_2 - nest-asyncio=1.4.1=py_0 + - networkx=2.5=py_0 - ninja=1.10.1=hfc4b9b4_2 - notebook=6.1.4=py37hc8dfbb8_1 - nspr=4.29=he1b5a44_1 - nss=3.58=h27285de_1 + - numba=0.51.2=py37h9fdb41a_0 - numpy=1.19.2=py37h7ea13bd_1 - oauthlib=3.1.0=py_0 - olefile=0.46=pyh9f0ad1d_1 - openssl=1.1.1h=h516909a_0 - packaging=20.4=pyh9f0ad1d_0 - pandas=1.1.3=py37h9fdb41a_2 + - pandas-profiling=2.9.0=pyh9f0ad1d_0 - pandoc=2.11.0.2=hd18ef5c_0 - pandocfilters=1.4.2=py_1 + - panel=0.9.7=py_0 + - param=1.9.3=py_0 - parso=0.7.1=pyh9f0ad1d_0 + - partd=1.1.0=py_0 - pathspec=0.8.0=pyh9f0ad1d_0 + - patsy=0.5.1=py_0 - pcre=8.44=he1b5a44_0 - pexpect=4.8.0=py37hc8dfbb8_1 + - phik=0.10.0=py_0 - pickleshare=0.7.5=py37hc8dfbb8_1002 - pillow=8.0.0=py37h718be6c_0 - pip=20.2.4=py_0 @@ -150,6 +177,7 @@ dependencies: - pyasn1-modules=0.2.8=py_0 - pycodestyle=2.6.0=pyh9f0ad1d_0 - pycparser=2.20=pyh9f0ad1d_2 + - pyct=0.4.8=py37_0 - pydocstyle=5.1.1=py_0 - pyflakes=2.2.0=pyh9f0ad1d_0 - pygments=2.7.1=py_0 @@ -167,6 +195,8 @@ dependencies: - pytorch=1.6.0=py3.7_cuda10.2.89_cudnn7.6.5_0 - pytorch-lightning=1.0.2=py_0 - pytz=2020.1=pyh9f0ad1d_0 + - pyviz_comms=0.7.6=pyh9f0ad1d_0 + - pywavelets=1.1.1=py37h161383b_3 - pyyaml=5.3.1=py37hb5d75c8_1 - pyzmq=19.0.2=py37hac76be4_2 - qt=5.12.9=h1f2b2cb_0 @@ -178,11 +208,17 @@ dependencies: - s3transfer=0.3.3=py37hc8dfbb8_2 - scikit-learn=0.23.2=py37h6785257_0 - scipy=1.5.2=py37hb14ef9d_2 + - seaborn=0.11.0=0 + - seaborn-base=0.11.0=py_0 - send2trash=1.5.0=py_0 - setuptools=49.6.0=py37he5f6b98_2 - six=1.15.0=pyh9f0ad1d_0 - snowballstemmer=2.0.0=py_0 + - sortedcontainers=2.2.2=pyh9f0ad1d_0 - sqlite=3.33.0=h4cf870e_1 + - statsmodels=0.12.0=py37h161383b_1 + - tangled-up-in-unicode=0.0.6=pyh9f0ad1d_0 + - tblib=1.7.0=py_0 - tensorboard=2.3.0=py_0 - tensorboard-plugin-wit=1.6.0=pyh9f0ad1d_0 - terminado=0.9.1=py37hc8dfbb8_1 @@ -190,6 +226,7 @@ dependencies: - threadpoolctl=2.1.0=pyh5ca1d4c_0 - tk=8.6.10=hed695b0_1 - toml=0.10.1=pyh9f0ad1d_0 + - toolz=0.11.1=py_0 - torchvision=0.7.0=py37_cu102 - tornado=6.0.4=py37h8f50634_2 - tqdm=4.50.2=pyh9f0ad1d_0 @@ -198,6 +235,7 @@ dependencies: - typing-extensions=3.7.4.3=0 - typing_extensions=3.7.4.3=py_0 - urllib3=1.25.10=py_0 + - visions=0.5.0=pyh9f0ad1d_0 - wcwidth=0.2.5=pyh9f0ad1d_2 - webencodings=0.5.1=py_1 - werkzeug=1.0.1=pyh9f0ad1d_0 @@ -209,6 +247,7 @@ dependencies: - yapf=0.30.0=pyh9f0ad1d_0 - yarl=1.6.2=py37h8f50634_0 - zeromq=4.3.3=he1b5a44_2 + - zict=2.0.0=py_0 - zipp=3.3.1=py_0 - zlib=1.2.11=h516909a_1010 - zstd=1.4.5=h6597ccf_2 @@ -216,6 +255,7 @@ dependencies: - pyqt5-sip==4.19.18 - pyqtchart==5.12 - pyqtwebengine==5.12.1 + - pytorch-lightning-bolts==0.2.5 - sklearn-pandas==2.0.2 - torchsummaryx==1.3.0 prefix: /home/wassname/anaconda/envs/seq2seq-time diff --git a/requirements/environment.min.yaml b/requirements/environment.min.yaml index fdbc036..11096e8 100644 --- a/requirements/environment.min.yaml +++ b/requirements/environment.min.yaml @@ -23,4 +23,7 @@ dependencies: - pytorch-lightning - yapf - ipywidgets + - holoviews + - pandas-profiling + - datashader prefix: /home/wassname/anaconda/envs/seq2seq-time diff --git a/seq2seq_time/data/dataset.py b/seq2seq_time/data/dataset.py index b793bdf..fcea476 100644 --- a/seq2seq_time/data/dataset.py +++ b/seq2seq_time/data/dataset.py @@ -62,8 +62,8 @@ class Seq2SeqDataSet(torch.utils.data.Dataset): x_future = x[self.window_past:] y_future = y[self.window_past:] - # Stop it cheating by using future weather measurements - x_future[:, self._icol_blank] = 0 + # Stop it cheating by using future weather measurements. Fill in with last value + x_future[:, self._icol_blank] = x_past[0, self._icol_blank] return x_past, y_past, x_future, y_future diff --git a/seq2seq_time/models/baseline.py b/seq2seq_time/models/baseline.py new file mode 100644 index 0000000..08e76d8 --- /dev/null +++ b/seq2seq_time/models/baseline.py @@ -0,0 +1,15 @@ +import torch +from torch import nn +from torch.nn import functional as F + +class BaselineLast(nn.Module): + def __init__(self): + super().__init__() + self.std = nn.Parameter(torch.tensor(1.)) + + def forward(self, past_x, past_y, future_x, future_y=None): + device = next(self.parameters()).device + B, S, F = future_x.shape + mean = past_y[:, -1:].repeat(1, S, 1) + std = (self.std * 1.0).repeat(1, S, 1) + return torch.distributions.Normal(mean, std) diff --git a/seq2seq_time/models/lstm.py b/seq2seq_time/models/lstm.py new file mode 100644 index 0000000..f2e16a5 --- /dev/null +++ b/seq2seq_time/models/lstm.py @@ -0,0 +1,39 @@ +import torch +from torch import nn +from torch.nn import functional as F + +class LSTM(nn.Module): + def __init__(self, input_size, output_size, hidden_size=32, lstm_layers=2, lstm_dropout=0, _min_std = 0.05, nan_value=0): + super().__init__() + self._min_std = _min_std + self.nan_value = nan_value + + self.lstm = nn.LSTM( + input_size=input_size + output_size, + hidden_size=hidden_size, + batch_first=True, + num_layers=lstm_layers, + dropout=lstm_dropout, + ) + self.mean = nn.Linear(hidden_size, output_size) + self.std = nn.Linear(hidden_size, output_size) + + def forward(self, past_x, past_y, future_x, future_y=None): + device = next(self.parameters()).device + future_y_fake = ( + torch.ones(past_y.shape[0], future_x.shape[1], past_y.shape[2]).float().to(device) * self.nan_value + ) + context = torch.cat([past_x, past_y], -1).detach() + target = torch.cat([future_x, future_y_fake], -1).detach() + x = torch.cat([context, target * 1], 1).detach() + + steps = past_y.shape[1] + outputs, _ = self.lstm(x) + outputs = outputs[:, steps:, :] + + # outputs: [B, T, num_direction * H] + mean = self.mean(outputs) + log_sigma = self.std(outputs) + sigma = self._min_std + (1 - self._min_std) * F.softplus(log_sigma) + y_dist = torch.distributions.Normal(mean, sigma) + return y_dist diff --git a/seq2seq_time/models/lstm_seq2seq.py b/seq2seq_time/models/lstm_seq2seq.py new file mode 100644 index 0000000..893ff08 --- /dev/null +++ b/seq2seq_time/models/lstm_seq2seq.py @@ -0,0 +1,39 @@ +import torch +from torch import nn +from torch.nn import functional as F + +class LSTMSeq2Seq(nn.Module): + def __init__(self, input_size, output_size, hidden_size=32, lstm_layers=2, lstm_dropout=0, _min_std = 0.05): + super().__init__() + self._min_std = _min_std + + self.encoder = nn.LSTM( + input_size=input_size + output_size, + hidden_size=hidden_size, + batch_first=True, + num_layers=lstm_layers, + dropout=lstm_dropout, + ) + self.decoder = nn.LSTM( + input_size=input_size, + hidden_size=hidden_size, + batch_first=True, + num_layers=lstm_layers, + dropout=lstm_dropout, + ) + self.mean = nn.Linear(hidden_size, output_size) + self.std = nn.Linear(hidden_size, output_size) + + def forward(self, past_x, past_y, future_x, future_y=None): + x = torch.cat([past_x, past_y], -1) + _, (h_out, cell) = self.encoder(x) + + # output = [batch size, seq len, hid dim * n directions] + outputs, (_, _) = self.decoder(future_x, (h_out, cell)) + + # outputs: [B, T, num_direction * H] + mean = self.mean(outputs) + log_sigma = self.std(outputs) + sigma = self._min_std + (1 - self._min_std) * F.softplus(log_sigma) + y_dist = torch.distributions.Normal(mean, sigma) + return y_dist diff --git a/seq2seq_time/models/transformer.py b/seq2seq_time/models/transformer.py new file mode 100644 index 0000000..51c8609 --- /dev/null +++ b/seq2seq_time/models/transformer.py @@ -0,0 +1,59 @@ +import torch +from torch import nn +from torch.nn import functional as F + + +class Transformer(nn.Module): + """ + A single transformer, masking nan or 0 + """ + def __init__(self, x_dim, y_dim, attention_dropout=0, nhead=8, nlayers=2, hidden_size=16, nan_value=0, min_std=0.01): + super().__init__() + self._min_std = min_std + self.nan_value = nan_value + enc_x_dim = x_dim + y_dim + + self.enc_emb = nn.Linear(enc_x_dim, hidden_size) + encoder_norm = nn.LayerNorm(hidden_size) + layer_enc = nn.TransformerEncoderLayer( + d_model=hidden_size, + dim_feedforward=hidden_size*4, + dropout=attention_dropout, + nhead=nhead, + # activation + ) + self.encoder = nn.TransformerEncoder( + layer_enc, num_layers=nlayers, norm=encoder_norm + ) + self.mean = nn.Linear(hidden_size, y_dim) + self.std = nn.Linear(hidden_size, y_dim) + + def forward(self, past_x, past_y, future_x, future_y=None): + device = next(self.parameters()).device + future_y_fake = ( + torch.ones(past_y.shape[0], future_x.shape[1], past_y.shape[2]).float().to(device) * self.nan_value + ) + context = torch.cat([past_x, past_y], -1).detach() + target = torch.cat([future_x, future_y_fake], -1).detach() + x = torch.cat([context, target * 1], 1).detach() + + # Masks + x_mask = torch.isfinite(x) & (x != self.nan_value) + x[~x_mask] = 0 + x = x.detach() + x_key_padding_mask = ~x_mask.any(-1) + + x = self.enc_emb(x).permute(1, 0, 2) + + outputs = self.encoder(x, src_key_padding_mask=x_key_padding_mask).permute( + 1, 0, 2 + ) + + # Seems to help a little, especially with extrapolating out of bounds + steps = past_y.shape[1] + mean = self.mean(outputs)[:, steps:, :] + log_sigma = self.std(outputs)[:, steps:, :] + + sigma = self._min_std + (1 - self._min_std) * F.softplus(log_sigma) + return torch.distributions.Normal(mean, sigma) + diff --git a/seq2seq_time/models/transformer_seq2seq.py b/seq2seq_time/models/transformer_seq2seq.py new file mode 100644 index 0000000..4a05ac1 --- /dev/null +++ b/seq2seq_time/models/transformer_seq2seq.py @@ -0,0 +1,80 @@ +import torch +from torch import nn +from torch.nn import functional as F + + + +class TransformerSeq2Seq(nn.Module): + def __init__(self, x_size, y_size, hidden_size=16, nhead=8, nlayers=2, attention_dropout=0, min_std=0.01, nan_value=0): + super().__init__() + self._min_std = min_std + self.nan_value = nan_value + + self.enc_emb = nn.Linear(x_size + y_size, hidden_size) + self.dec_emb = nn.Linear(x_size, hidden_size) + + encoder_norm = nn.LayerNorm(hidden_size) + layer_enc = nn.TransformerEncoderLayer( + d_model=hidden_size, + dim_feedforward=hidden_size*4, + dropout=attention_dropout, + nhead=nhead, + # activation + ) + self.encoder = nn.TransformerEncoder( + layer_enc, num_layers=nlayers, norm=encoder_norm + ) + + layer_dec = nn.TransformerDecoderLayer( + d_model=hidden_size, + dim_feedforward=hidden_size*4, + dropout=attention_dropout, + nhead=nhead, + ) + decoder_norm = nn.LayerNorm(hidden_size) + self.decoder = nn.TransformerDecoder( + layer_dec, num_layers=nlayers, norm=decoder_norm + ) + self.mean = nn.Linear(hidden_size, y_size) + self.std = nn.Linear(hidden_size, y_size) + + + def forward(self, past_x, past_y, future_x, future_y=None): + device = next(self.parameters()).device + x = torch.cat([past_x, past_y], -1) + + # Masks + future_mask = torch.isfinite(future_x) & (future_x!=self.nan_value) + tgt_key_padding_mask = ~future_mask.any(-1) + + past_mask = torch.isfinite(x) & (x!=self.nan_value) + src_key_padding_mask = ~past_mask.any(-1)# * float('-inf') + + # Embed + x = self.enc_emb(x) + # Size([B, C, X]) -> Size([B, C, hidden_dim]) + future_x = self.dec_emb(future_x) + # Size([B, C, T]) -> Size([B, C, hidden_dim]) + + x = x.permute(1, 0, 2) # (B,C,hidden_dim) -> (C,B,hidden_dim) + future_x = future_x.permute(1, 0, 2) + # requires (C, B, hidden_dim) + memory = self.encoder(x, src_key_padding_mask=src_key_padding_mask) + + # In transformers the memory and future_x need to be the same length. Lets use a permutation invariant agg on the context + # Then expand it, so it's available as we decode, conditional on future_x + # (C, B, emb_dim) -> (B, emb_dim) -> (T, B, emb_dim) + # In transformers the memory and future_x need to be the same length. Lets use a permutation invariant agg on the context + # Then expand it, so it's available as we decode, conditional on future_x + memory = memory.max(dim=0, keepdim=True)[0].expand_as(future_x) + + outputs = self.decoder(future_x, memory, tgt_key_padding_mask=tgt_key_padding_mask) + + # [T, B, emb_dim] -> [B, T, emb_dim] + outputs = outputs.permute(1, 0, 2).contiguous() + # Size([B, T, emb_dim]) + mean = self.mean(outputs) + log_sigma = self.std(outputs) + sigma = self._min_std + (1 - self._min_std) * F.softplus(log_sigma) + return torch.distributions.Normal(mean, sigma) +